warning: commands will be executed using /bin/sh
job 2414 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	7
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
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 1669416 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 556472 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 29365 members 
Mstep: Class 3 contains 29242 members 
Mstep: Class 4 contains 29135 members 
Mstep: Class 5 contains 29299 members 
Mstep: Class 6 contains 29445 members 
Mstep: Class 7 contains 28988 members 
Mstep: Class 8 contains 29339 members 
Mstep: Class 9 contains 29225 members 
Mstep: Class 10 contains 29348 members 
Mstep: Class 11 contains 29219 members 
Mstep: Class 12 contains 29155 members 
Mstep: Class 13 contains 29361 members 
Mstep: Class 14 contains 29377 members 
Mstep: Class 15 contains 29441 members 
Mstep: Class 16 contains 29169 members 
Mstep: Class 17 contains 29334 members 
Mstep: Class 18 contains 29220 members 
Mstep: Class 19 contains 29155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 53.360191 but Gain 601.936523
Score: -33498278.000000 Penalty: 10834.855469
Iteration 0F: 19 clusters Score -3.349828e+07 nChanged 527318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2733 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 27196 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 2135 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 323485 members 
Mstep: Class 14 contains 227 members 
Mstep: Class 15 contains 106604 members 
Mstep: Class 16 contains 1928 members 
Mstep: Class 17 contains 81260 members 
Mstep: Class 18 contains 300 members 
Mstep: Class 19 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 291.047852 but Gain 601.936523
Score: -39798172.000000 Penalty: 10232.918945
Iteration 1F: 18 clusters Score -3.979817e+07 nChanged 234232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1682 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 25068 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 4075 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 194140 members 
Mstep: Class 14 contains 153 members 
Mstep: Class 15 contains 138358 members 
Mstep: Class 16 contains 5208 members 
Mstep: Class 17 contains 177401 members 
Mstep: Class 19 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40279568.000000 Penalty: 10232.918945
Iteration 2F: 18 clusters Score -4.027957e+07 nChanged 149053
Entering Unmasked Mstep 
Mstep: Class 0 contains 1380 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 46654 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 3803 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 9 contains 4149 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 645 members 
Mstep: Class 13 contains 219148 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 115180 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 143934 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40613268.000000 Penalty: 10232.918945
Iteration 3F: 18 clusters Score -4.061327e+07 nChanged 118488
Entering Unmasked Mstep 
Mstep: Class 0 contains 1122 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 77834 members 
Mstep: Class 4 contains 18956 members 
Mstep: Class 5 contains 456 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 629 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 193791 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 108302 members 
Mstep: Class 16 contains 8131 members 
Mstep: Class 17 contains 130606 members 
Mstep: Class 19 contains 1263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40960776.000000 Penalty: 10232.918945
Iteration 4F: 18 clusters Score -4.096078e+07 nChanged 113837
Entering Unmasked Mstep 
Mstep: Class 0 contains 826 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 103571 members 
Mstep: Class 4 contains 33386 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 1307 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 3260 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 153140 members 
Mstep: Class 14 contains 571 members 
Mstep: Class 15 contains 111582 members 
Mstep: Class 16 contains 8129 members 
Mstep: Class 17 contains 122858 members 
Mstep: Class 19 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41187276.000000 Penalty: 10232.918945
Iteration 5F: 18 clusters Score -4.118728e+07 nChanged 100714
Entering Unmasked Mstep 
Mstep: Class 0 contains 561 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 112740 members 
Mstep: Class 4 contains 48941 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 16546 members 
Mstep: Class 8 contains 837 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 11 contains 1710 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 108266 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 108465 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 138333 members 
Mstep: Class 19 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41345328.000000 Penalty: 10232.918945
Iteration 6F: 18 clusters Score -4.134533e+07 nChanged 59624
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3770 members 
Mstep: Class 3 contains 107852 members 
Mstep: Class 4 contains 64636 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 25548 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 2165 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 90003 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 99423 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 145460 members 
Mstep: Class 19 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41473096.000000 Penalty: 10232.918945
Iteration 7F: 18 clusters Score -4.14731e+07 nChanged 50714
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 106226 members 
Mstep: Class 4 contains 74564 members 
Mstep: Class 5 contains 288 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 34151 members 
Mstep: Class 8 contains 1414 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 852 members 
Mstep: Class 13 contains 77292 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 91579 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 148681 members 
Mstep: Class 19 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41528756.000000 Penalty: 10232.918945
Iteration 8F: 18 clusters Score -4.152876e+07 nChanged 46890
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 78694 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 41396 members 
Mstep: Class 8 contains 1679 members 
Mstep: Class 9 contains 1001 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 12 contains 861 members 
Mstep: Class 13 contains 64395 members 
Mstep: Class 14 contains 1175 members 
Mstep: Class 15 contains 86808 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 150142 members 
Mstep: Class 19 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41574252.000000 Penalty: 10232.918945
Iteration 9F: 18 clusters Score -4.157425e+07 nChanged 30682
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 104033 members 
Mstep: Class 4 contains 80886 members 
Mstep: Class 5 contains 581 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 47837 members 
Mstep: Class 8 contains 1861 members 
Mstep: Class 9 contains 941 members 
Mstep: Class 11 contains 1665 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 67219 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 83331 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 146242 members 
Mstep: Class 19 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41615648.000000 Penalty: 10232.918945
Iteration 10F: 18 clusters Score -4.161565e+07 nChanged 27227
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6225 members 
Mstep: Class 3 contains 99230 members 
Mstep: Class 4 contains 82916 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 53012 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 71512 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 15 contains 79646 members 
Mstep: Class 16 contains 8265 members 
Mstep: Class 17 contains 141657 members 
Mstep: Class 19 contains 1265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41641064.000000 Penalty: 10232.918945
Iteration 11Q: 18 clusters Score -4.164106e+07 nChanged 23837
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 95324 members 
Mstep: Class 4 contains 85922 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 1701 members 
Mstep: Class 7 contains 57089 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 9 contains 855 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 13 contains 75360 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 75124 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 137621 members 
Mstep: Class 19 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41654820.000000 Penalty: 10232.918945
Iteration 12Q: 18 clusters Score -4.165482e+07 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 91410 members 
Mstep: Class 4 contains 89438 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 60189 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 798 members 
Mstep: Class 11 contains 1552 members 
Mstep: Class 12 contains 1086 members 
Mstep: Class 13 contains 79274 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 70400 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 134155 members 
Mstep: Class 19 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41660472.000000 Penalty: 10232.918945
Iteration 13Q: 18 clusters Score -4.166047e+07 nChanged 19004
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8980 members 
Mstep: Class 3 contains 88267 members 
Mstep: Class 4 contains 92767 members 
Mstep: Class 5 contains 677 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 62567 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 82388 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 66010 members 
Mstep: Class 16 contains 9246 members 
Mstep: Class 17 contains 131141 members 
Mstep: Class 19 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674488.000000 Penalty: 10232.918945
Iteration 14Q: 18 clusters Score -4.167449e+07 nChanged 16622
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10488 members 
Mstep: Class 3 contains 83623 members 
Mstep: Class 4 contains 92771 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 64626 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 87088 members 
Mstep: Class 14 contains 1261 members 
Mstep: Class 15 contains 64353 members 
Mstep: Class 16 contains 9692 members 
Mstep: Class 17 contains 128591 members 
Mstep: Class 19 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692376.000000 Penalty: 10232.918945
Iteration 15Q: 18 clusters Score -4.169238e+07 nChanged 20935
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11963 members 
Mstep: Class 3 contains 74807 members 
Mstep: Class 4 contains 92788 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 66155 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 633 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 95969 members 
Mstep: Class 14 contains 1169 members 
Mstep: Class 15 contains 62909 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 126483 members 
Mstep: Class 19 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41692636.000000 Penalty: 10232.918945
Iteration 16Q: 18 clusters Score -4.169264e+07 nChanged 22317
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 67782 members 
Mstep: Class 4 contains 92554 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 67255 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 103048 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 61735 members 
Mstep: Class 16 contains 10420 members 
Mstep: Class 17 contains 124686 members 
Mstep: Class 19 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685396.000000 Penalty: 10232.918945
Iteration 17Q: 18 clusters Score -4.16854e+07 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 66825 members 
Mstep: Class 4 contains 92260 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 68223 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 691 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 1251 members 
Mstep: Class 13 contains 103971 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 60699 members 
Mstep: Class 16 contains 10973 members 
Mstep: Class 17 contains 122981 members 
Mstep: Class 19 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41685732.000000 Penalty: 10232.918945
Iteration 18Q: 18 clusters Score -4.168573e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 16314 members 
Mstep: Class 3 contains 65834 members 
Mstep: Class 4 contains 91730 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 69107 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 104891 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 59911 members 
Mstep: Class 16 contains 11828 members 
Mstep: Class 17 contains 121120 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41687664.000000 Penalty: 10232.918945
Iteration 19Q: 18 clusters Score -4.168766e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 17687 members 
Mstep: Class 3 contains 64955 members 
Mstep: Class 4 contains 91034 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 70067 members 
Mstep: Class 8 contains 3211 members 
Mstep: Class 9 contains 717 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 105737 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 59216 members 
Mstep: Class 16 contains 12878 members 
Mstep: Class 17 contains 118978 members 
Mstep: Class 19 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693100.000000 Penalty: 10232.918945
Iteration 20F: 18 clusters Score -4.16931e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 19444 members 
Mstep: Class 3 contains 63831 members 
Mstep: Class 4 contains 90288 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 70695 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 1340 members 
Mstep: Class 13 contains 106892 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 58571 members 
Mstep: Class 16 contains 14258 members 
Mstep: Class 17 contains 116580 members 
Mstep: Class 19 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41699240.000000 Penalty: 10232.918945
Iteration 21Q: 18 clusters Score -4.169924e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 21072 members 
Mstep: Class 3 contains 62808 members 
Mstep: Class 4 contains 89471 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 71217 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 1398 members 
Mstep: Class 13 contains 107840 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 58018 members 
Mstep: Class 16 contains 16699 members 
Mstep: Class 17 contains 113511 members 
Mstep: Class 19 contains 1624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41709216.000000 Penalty: 10232.918945
Iteration 22Q: 18 clusters Score -4.170922e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22753 members 
Mstep: Class 3 contains 61845 members 
Mstep: Class 4 contains 88656 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2364 members 
Mstep: Class 7 contains 71875 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 108606 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 57567 members 
Mstep: Class 16 contains 19820 members 
Mstep: Class 17 contains 109481 members 
Mstep: Class 19 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41722932.000000 Penalty: 10232.918945
Iteration 23Q: 18 clusters Score -4.172293e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 24558 members 
Mstep: Class 3 contains 60910 members 
Mstep: Class 4 contains 87764 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 73188 members 
Mstep: Class 8 contains 2800 members 
Mstep: Class 9 contains 509 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 109239 members 
Mstep: Class 14 contains 708 members 
Mstep: Class 15 contains 57333 members 
Mstep: Class 16 contains 23166 members 
Mstep: Class 17 contains 104273 members 
Mstep: Class 19 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41731880.000000 Penalty: 10232.918945
Iteration 24Q: 18 clusters Score -4.173188e+07 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 26433 members 
Mstep: Class 3 contains 59997 members 
Mstep: Class 4 contains 86572 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 74687 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 499 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 1588 members 
Mstep: Class 13 contains 109791 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 57345 members 
Mstep: Class 16 contains 26410 members 
Mstep: Class 17 contains 98894 members 
Mstep: Class 19 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41737104.000000 Penalty: 10232.918945
Iteration 25Q: 18 clusters Score -4.17371e+07 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 28423 members 
Mstep: Class 3 contains 59150 members 
Mstep: Class 4 contains 84861 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 76136 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 505 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 1638 members 
Mstep: Class 13 contains 110284 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 57496 members 
Mstep: Class 16 contains 29334 members 
Mstep: Class 17 contains 94113 members 
Mstep: Class 19 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41742852.000000 Penalty: 10232.918945
Iteration 26Q: 18 clusters Score -4.174285e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 30343 members 
Mstep: Class 3 contains 58420 members 
Mstep: Class 4 contains 82769 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 78047 members 
Mstep: Class 8 contains 3226 members 
Mstep: Class 9 contains 519 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 110740 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 57586 members 
Mstep: Class 16 contains 31521 members 
Mstep: Class 17 contains 89978 members 
Mstep: Class 19 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747416.000000 Penalty: 10232.918945
Iteration 27Q: 18 clusters Score -4.174742e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 32270 members 
Mstep: Class 3 contains 57779 members 
Mstep: Class 4 contains 79979 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 79127 members 
Mstep: Class 8 contains 3562 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 11 contains 1618 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 111138 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 57830 members 
Mstep: Class 16 contains 33171 members 
Mstep: Class 17 contains 87703 members 
Mstep: Class 19 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747512.000000 Penalty: 10232.918945
Iteration 28Q: 18 clusters Score -4.174751e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 34410 members 
Mstep: Class 3 contains 57206 members 
Mstep: Class 4 contains 76267 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 79740 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 554 members 
Mstep: Class 11 contains 1617 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 111531 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 58446 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 86451 members 
Mstep: Class 19 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41752620.000000 Penalty: 10232.918945
Iteration 29Q: 18 clusters Score -4.175262e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36532 members 
Mstep: Class 3 contains 56729 members 
Mstep: Class 4 contains 73598 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 80082 members 
Mstep: Class 8 contains 4519 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 111899 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 58271 members 
Mstep: Class 16 contains 35286 members 
Mstep: Class 17 contains 85735 members 
Mstep: Class 19 contains 1869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756592.000000 Penalty: 10232.918945
Iteration 30Q: 18 clusters Score -4.175659e+07 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 38857 members 
Mstep: Class 3 contains 56349 members 
Mstep: Class 4 contains 70954 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 80408 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 573 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 112234 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 58038 members 
Mstep: Class 16 contains 35694 members 
Mstep: Class 17 contains 85179 members 
Mstep: Class 19 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41760080.000000 Penalty: 10232.918945
Iteration 31Q: 18 clusters Score -4.176008e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 41250 members 
Mstep: Class 3 contains 56051 members 
Mstep: Class 4 contains 68391 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2637 members 
Mstep: Class 7 contains 80653 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 571 members 
Mstep: Class 11 contains 1631 members 
Mstep: Class 12 contains 1480 members 
Mstep: Class 13 contains 112494 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 57800 members 
Mstep: Class 16 contains 35892 members 
Mstep: Class 17 contains 84751 members 
Mstep: Class 19 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41765104.000000 Penalty: 10232.918945
Iteration 32Q: 18 clusters Score -4.17651e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 55906 members 
Mstep: Class 4 contains 66084 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 80841 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 546 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 112608 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 57498 members 
Mstep: Class 16 contains 35818 members 
Mstep: Class 17 contains 84388 members 
Mstep: Class 19 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41769568.000000 Penalty: 10232.918945
Iteration 33Q: 18 clusters Score -4.176957e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 45974 members 
Mstep: Class 3 contains 55776 members 
Mstep: Class 4 contains 64142 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 80958 members 
Mstep: Class 8 contains 6470 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 112737 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 57106 members 
Mstep: Class 16 contains 35460 members 
Mstep: Class 17 contains 84112 members 
Mstep: Class 19 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41772780.000000 Penalty: 10232.918945
Iteration 34Q: 18 clusters Score -4.177278e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 48243 members 
Mstep: Class 3 contains 55707 members 
Mstep: Class 4 contains 62261 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 81029 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 112788 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 56736 members 
Mstep: Class 16 contains 35058 members 
Mstep: Class 17 contains 83904 members 
Mstep: Class 19 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41775984.000000 Penalty: 10232.918945
Iteration 35Q: 18 clusters Score -4.177598e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 50448 members 
Mstep: Class 3 contains 55617 members 
Mstep: Class 4 contains 60511 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 81057 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 112870 members 
Mstep: Class 14 contains 774 members 
Mstep: Class 15 contains 56406 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 83738 members 
Mstep: Class 19 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41778480.000000 Penalty: 10232.918945
Iteration 36Q: 18 clusters Score -4.177848e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 52541 members 
Mstep: Class 3 contains 55547 members 
Mstep: Class 4 contains 58885 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 2535 members 
Mstep: Class 7 contains 81038 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 112933 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 56070 members 
Mstep: Class 16 contains 34100 members 
Mstep: Class 17 contains 83628 members 
Mstep: Class 19 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41781564.000000 Penalty: 10232.918945
Iteration 37Q: 18 clusters Score -4.178156e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 54335 members 
Mstep: Class 3 contains 55497 members 
Mstep: Class 4 contains 57692 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 81005 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 112963 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 55634 members 
Mstep: Class 16 contains 33620 members 
Mstep: Class 17 contains 83538 members 
Mstep: Class 19 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783880.000000 Penalty: 10232.918945
Iteration 38Q: 18 clusters Score -4.178388e+07 nChanged 4569
Entering ConstructFrom: 
Score: -41783880.000000 Penalty: 10232.918945
Entering ConstructFrom: 
Trying to split cluster 1 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -284953.062500 Penalty: 377.276764
	Iteration 0F: 2 clusters Score -284953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -282266.062500 Penalty: 754.553528
	Iteration 0F: 3 clusters Score -282266.1 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -283507.750000 Penalty: 754.553528
	Iteration 1F: 3 clusters Score -283507.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -283813.000000 Penalty: 754.553528
	Iteration 2F: 3 clusters Score -283813 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -284083.625000 Penalty: 754.553528
	Iteration 3F: 3 clusters Score -284083.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -284367.343750 Penalty: 754.553528
	Iteration 4F: 3 clusters Score -284367.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -284631.656250 Penalty: 754.553528
	Iteration 5F: 3 clusters Score -284631.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -284873.000000 Penalty: 754.553528
	Iteration 6F: 3 clusters Score -284873 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -285036.250000 Penalty: 754.553528
	Iteration 7Q: 3 clusters Score -285036.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -285154.875000 Penalty: 754.553528
	Iteration 8Q: 3 clusters Score -285154.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -285292.125000 Penalty: 754.553528
	Iteration 9Q: 3 clusters Score -285292.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -285384.937500 Penalty: 754.553528
	Iteration 10Q: 3 clusters Score -285384.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -285446.156250 Penalty: 754.553528
	Iteration 11Q: 3 clusters Score -285446.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -285493.187500 Penalty: 754.553528
	Iteration 12Q: 3 clusters Score -285493.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -285509.937500 Penalty: 754.553528
	Iteration 13Q: 3 clusters Score -285509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -285518.562500 Penalty: 754.553528
	Iteration 14Q: 3 clusters Score -285518.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -285522.562500 Penalty: 754.553528
	Iteration 15Q: 3 clusters Score -285522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -285523.406250 Penalty: 754.553528
	Iteration 16Q: 3 clusters Score -285523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -285525.000000 Penalty: 754.553528
	Iteration 17Q: 3 clusters Score -285525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -285524.687500 Penalty: 754.553528
	Iteration 18Q: 3 clusters Score -285524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -285525.187500 Penalty: 754.553528
	Iteration 19Q: 3 clusters Score -285525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -285525.718750 Penalty: 754.553528
	Iteration 20F: 3 clusters Score -285525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -285525.656250 Penalty: 754.553528
	Iteration 21Q: 3 clusters Score -285525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -285526.781250 Penalty: 754.553528
	Iteration 22Q: 3 clusters Score -285526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -285527.125000 Penalty: 754.553528
	Iteration 23Q: 3 clusters Score -285527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -285527.187500 Penalty: 754.553528
	Iteration 24Q: 3 clusters Score -285527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -285527.187500 Penalty: 754.553528
	Iteration 25F: 3 clusters Score -285527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 55931 members 
Mstep: Class 3 contains 55505 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
Score: -41786068.000000 Penalty: 10834.855469
Splitting cluster 1 changes total score from -41783880.000000 to -41786068.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (55931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Entering Unmasked Estep 
Score: -4207636.000000 Penalty: 497.400269
	Iteration 0F: 2 clusters Score -4207636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4172368.250000 Penalty: 994.800537
	Iteration 0F: 3 clusters Score -4172368 nChanged 27067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4189880.000000 Penalty: 994.800537
	Iteration 1F: 3 clusters Score -4189880 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -4193333.750000 Penalty: 994.800537
	Iteration 2F: 3 clusters Score -4193334 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4197810.000000 Penalty: 994.800537
	Iteration 3F: 3 clusters Score -4197810 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4201660.500000 Penalty: 994.800537
	Iteration 4F: 3 clusters Score -4201660 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -4204589.500000 Penalty: 994.800537
	Iteration 5F: 3 clusters Score -4204590 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -4206871.000000 Penalty: 994.800537
	Iteration 6F: 3 clusters Score -4206871 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -4209019.500000 Penalty: 994.800537
	Iteration 7F: 3 clusters Score -4209020 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -4210534.000000 Penalty: 994.800537
	Iteration 8Q: 3 clusters Score -4210534 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -4211650.500000 Penalty: 994.800537
	Iteration 9Q: 3 clusters Score -4211650 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -4212269.000000 Penalty: 994.800537
	Iteration 10Q: 3 clusters Score -4212269 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -4212578.500000 Penalty: 994.800537
	Iteration 11Q: 3 clusters Score -4212578 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -4212707.000000 Penalty: 994.800537
	Iteration 12Q: 3 clusters Score -4212707 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4212776.500000 Penalty: 994.800537
	Iteration 13Q: 3 clusters Score -4212776 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -4212764.000000 Penalty: 994.800537
	Iteration 14Q: 3 clusters Score -4212764 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -4212750.000000 Penalty: 994.800537
	Iteration 15Q: 3 clusters Score -4212750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4212762.500000 Penalty: 994.800537
	Iteration 16Q: 3 clusters Score -4212762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -4212797.500000 Penalty: 994.800537
	Iteration 17Q: 3 clusters Score -4212798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -4212824.000000 Penalty: 994.800537
	Iteration 18Q: 3 clusters Score -4212824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -4212820.500000 Penalty: 994.800537
	Iteration 19Q: 3 clusters Score -4212820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -4212828.000000 Penalty: 994.800537
	Iteration 20F: 3 clusters Score -4212828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -4212829.500000 Penalty: 994.800537
	Iteration 21Q: 3 clusters Score -4212830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -4212820.500000 Penalty: 994.800537
	Iteration 22Q: 3 clusters Score -4212820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -4212834.000000 Penalty: 994.800537
	Iteration 23Q: 3 clusters Score -4212834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -4212822.500000 Penalty: 994.800537
	Iteration 24Q: 3 clusters Score -4212822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -4212819.500000 Penalty: 994.800537
	Iteration 25Q: 3 clusters Score -4212820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -4212821.000000 Penalty: 994.800537
	Iteration 26Q: 3 clusters Score -4212821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -4212814.000000 Penalty: 994.800537
	Iteration 27Q: 3 clusters Score -4212814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -4212820.500000 Penalty: 994.800537
	Iteration 28Q: 3 clusters Score -4212820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -4212814.000000 Penalty: 994.800537
	Iteration 29Q: 3 clusters Score -4212814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -4212815.500000 Penalty: 994.800537
	Iteration 30Q: 3 clusters Score -4212816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -4212815.000000 Penalty: 994.800537
	Iteration 31Q: 3 clusters Score -4212815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -4212817.000000 Penalty: 994.800537
	Iteration 32Q: 3 clusters Score -4212817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -4212820.500000 Penalty: 994.800537
	Iteration 33Q: 3 clusters Score -4212820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -4212815.000000 Penalty: 994.800537
	Iteration 34Q: 3 clusters Score -4212815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -4212817.500000 Penalty: 994.800537
	Iteration 35Q: 3 clusters Score -4212818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -4212818.500000 Penalty: 994.800537
	Iteration 36Q: 3 clusters Score -4212818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -4212820.500000 Penalty: 994.800537
	Iteration 37Q: 3 clusters Score -4212820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -4212825.000000 Penalty: 994.800537
	Iteration 38Q: 3 clusters Score -4212825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -4212825.000000 Penalty: 994.800537
	Iteration 39F: 3 clusters Score -4212825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 55505 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Entering Unmasked Estep 
Score: -41790484.000000 Penalty: 11436.791992
Splitting cluster 2 changes total score from -41783880.000000 to -41790484.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 3 (55505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Entering Unmasked Estep 
Score: -4309433.500000 Penalty: 497.052399
	Iteration 0F: 2 clusters Score -4309434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4286739.500000 Penalty: 994.104797
	Iteration 0F: 3 clusters Score -4286740 nChanged 26711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4303171.500000 Penalty: 994.104797
	Iteration 1F: 3 clusters Score -4303172 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4305652.000000 Penalty: 994.104797
	Iteration 2F: 3 clusters Score -4305652 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4309686.500000 Penalty: 994.104797
	Iteration 3F: 3 clusters Score -4309686 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4314109.500000 Penalty: 994.104797
	Iteration 4F: 3 clusters Score -4314110 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4317452.000000 Penalty: 994.104797
	Iteration 5F: 3 clusters Score -4317452 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4318905.500000 Penalty: 994.104797
	Iteration 6F: 3 clusters Score -4318906 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -4318888.000000 Penalty: 994.104797
	Iteration 7Q: 3 clusters Score -4318888 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -4318343.500000 Penalty: 994.104797
	Iteration 8Q: 3 clusters Score -4318344 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4317980.500000 Penalty: 994.104797
	Iteration 9Q: 3 clusters Score -4317980 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4317581.500000 Penalty: 994.104797
	Iteration 10Q: 3 clusters Score -4317582 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4317309.500000 Penalty: 994.104797
	Iteration 11Q: 3 clusters Score -4317310 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4317168.000000 Penalty: 994.104797
	Iteration 12Q: 3 clusters Score -4317168 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4317171.000000 Penalty: 994.104797
	Iteration 13Q: 3 clusters Score -4317171 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4317266.000000 Penalty: 994.104797
	Iteration 14Q: 3 clusters Score -4317266 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -4317432.500000 Penalty: 994.104797
	Iteration 15Q: 3 clusters Score -4317432 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -4317581.000000 Penalty: 994.104797
	Iteration 16Q: 3 clusters Score -4317581 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4317831.000000 Penalty: 994.104797
	Iteration 17Q: 3 clusters Score -4317831 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4318093.500000 Penalty: 994.104797
	Iteration 18Q: 3 clusters Score -4318094 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -4318290.000000 Penalty: 994.104797
	Iteration 19Q: 3 clusters Score -4318290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4318494.000000 Penalty: 994.104797
	Iteration 20F: 3 clusters Score -4318494 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4318687.000000 Penalty: 994.104797
	Iteration 21Q: 3 clusters Score -4318687 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4318872.000000 Penalty: 994.104797
	Iteration 22Q: 3 clusters Score -4318872 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4319076.000000 Penalty: 994.104797
	Iteration 23Q: 3 clusters Score -4319076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -4319212.000000 Penalty: 994.104797
	Iteration 24Q: 3 clusters Score -4319212 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4319480.500000 Penalty: 994.104797
	Iteration 25Q: 3 clusters Score -4319480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4319615.000000 Penalty: 994.104797
	Iteration 26Q: 3 clusters Score -4319615 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4319827.500000 Penalty: 994.104797
	Iteration 27Q: 3 clusters Score -4319828 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -4320003.500000 Penalty: 994.104797
	Iteration 28Q: 3 clusters Score -4320004 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4320123.500000 Penalty: 994.104797
	Iteration 29Q: 3 clusters Score -4320124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4320131.500000 Penalty: 994.104797
	Iteration 30Q: 3 clusters Score -4320132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4320216.500000 Penalty: 994.104797
	Iteration 31Q: 3 clusters Score -4320216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -4320187.000000 Penalty: 994.104797
	Iteration 32Q: 3 clusters Score -4320187 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4320188.500000 Penalty: 994.104797
	Iteration 33Q: 3 clusters Score -4320188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4320234.000000 Penalty: 994.104797
	Iteration 34Q: 3 clusters Score -4320234 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4320300.500000 Penalty: 994.104797
	Iteration 35Q: 3 clusters Score -4320300 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4320234.000000 Penalty: 994.104797
	Iteration 36Q: 3 clusters Score -4320234 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4320260.500000 Penalty: 994.104797
	Iteration 37Q: 3 clusters Score -4320260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4320262.500000 Penalty: 994.104797
	Iteration 38Q: 3 clusters Score -4320262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4320277.500000 Penalty: 994.104797
	Iteration 39Q: 3 clusters Score -4320278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4320285.000000 Penalty: 994.104797
	Iteration 40F: 3 clusters Score -4320285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4320317.500000 Penalty: 994.104797
	Iteration 41Q: 3 clusters Score -4320318 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4320283.500000 Penalty: 994.104797
	Iteration 42Q: 3 clusters Score -4320284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -4320302.500000 Penalty: 994.104797
	Iteration 43Q: 3 clusters Score -4320302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4320323.500000 Penalty: 994.104797
	Iteration 44Q: 3 clusters Score -4320324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4320298.500000 Penalty: 994.104797
	Iteration 45Q: 3 clusters Score -4320298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4320326.500000 Penalty: 994.104797
	Iteration 46Q: 3 clusters Score -4320326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4320272.000000 Penalty: 994.104797
	Iteration 47Q: 3 clusters Score -4320272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4320266.500000 Penalty: 994.104797
	Iteration 48Q: 3 clusters Score -4320266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4320291.000000 Penalty: 994.104797
	Iteration 49Q: 3 clusters Score -4320291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4320283.500000 Penalty: 994.104797
	Iteration 50Q: 3 clusters Score -4320284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4320298.500000 Penalty: 994.104797
	Iteration 51Q: 3 clusters Score -4320298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4320280.000000 Penalty: 994.104797
	Iteration 52Q: 3 clusters Score -4320280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4320239.000000 Penalty: 994.104797
	Iteration 53Q: 3 clusters Score -4320239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -4320268.000000 Penalty: 994.104797
	Iteration 54Q: 3 clusters Score -4320268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4320273.500000 Penalty: 994.104797
	Iteration 55Q: 3 clusters Score -4320274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4320277.500000 Penalty: 994.104797
	Iteration 56Q: 3 clusters Score -4320278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -4320284.500000 Penalty: 994.104797
	Iteration 57Q: 3 clusters Score -4320284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4320288.500000 Penalty: 994.104797
	Iteration 58Q: 3 clusters Score -4320288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4320287.000000 Penalty: 994.104797
	Iteration 59Q: 3 clusters Score -4320287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4320286.500000 Penalty: 994.104797
	Iteration 60F: 3 clusters Score -4320286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4320284.500000 Penalty: 994.104797
	Iteration 61Q: 3 clusters Score -4320284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4320280.000000 Penalty: 994.104797
	Iteration 62Q: 3 clusters Score -4320280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4320305.000000 Penalty: 994.104797
	Iteration 63Q: 3 clusters Score -4320305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4320316.000000 Penalty: 994.104797
	Iteration 64Q: 3 clusters Score -4320316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -4320308.500000 Penalty: 994.104797
	Iteration 65Q: 3 clusters Score -4320308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4320302.500000 Penalty: 994.104797
	Iteration 66Q: 3 clusters Score -4320302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4320299.000000 Penalty: 994.104797
	Iteration 67Q: 3 clusters Score -4320299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4320296.500000 Penalty: 994.104797
	Iteration 68Q: 3 clusters Score -4320296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4320296.500000 Penalty: 994.104797
	Iteration 69F: 3 clusters Score -4320296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 56672 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Entering Unmasked Estep 
Score: -41801028.000000 Penalty: 12038.728516
Splitting cluster 3 changes total score from -41783880.000000 to -41801028.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (56672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Entering Unmasked Estep 
Score: -4452296.500000 Penalty: 497.999146
	Iteration 0F: 2 clusters Score -4452296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4440894.000000 Penalty: 995.998291
	Iteration 0F: 3 clusters Score -4440894 nChanged 27658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4457264.000000 Penalty: 995.998291
	Iteration 1F: 3 clusters Score -4457264 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4457889.500000 Penalty: 995.998291
	Iteration 2Q: 3 clusters Score -4457890 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4458952.000000 Penalty: 995.998291
	Iteration 3F: 3 clusters Score -4458952 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4460780.500000 Penalty: 995.998291
	Iteration 4F: 3 clusters Score -4460780 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4463608.500000 Penalty: 995.998291
	Iteration 5F: 3 clusters Score -4463608 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4466758.000000 Penalty: 995.998291
	Iteration 6F: 3 clusters Score -4466758 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4469086.500000 Penalty: 995.998291
	Iteration 7F: 3 clusters Score -4469086 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4470137.000000 Penalty: 995.998291
	Iteration 8Q: 3 clusters Score -4470137 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4470475.000000 Penalty: 995.998291
	Iteration 9Q: 3 clusters Score -4470475 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -4470566.500000 Penalty: 995.998291
	Iteration 10Q: 3 clusters Score -4470566 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4470589.000000 Penalty: 995.998291
	Iteration 11Q: 3 clusters Score -4470589 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4470632.000000 Penalty: 995.998291
	Iteration 12Q: 3 clusters Score -4470632 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4470811.500000 Penalty: 995.998291
	Iteration 13Q: 3 clusters Score -4470812 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4470918.500000 Penalty: 995.998291
	Iteration 14Q: 3 clusters Score -4470918 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4471066.000000 Penalty: 995.998291
	Iteration 15Q: 3 clusters Score -4471066 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4471135.000000 Penalty: 995.998291
	Iteration 16Q: 3 clusters Score -4471135 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4471260.000000 Penalty: 995.998291
	Iteration 17Q: 3 clusters Score -4471260 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4471387.500000 Penalty: 995.998291
	Iteration 18Q: 3 clusters Score -4471388 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4471520.000000 Penalty: 995.998291
	Iteration 19Q: 3 clusters Score -4471520 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4471601.500000 Penalty: 995.998291
	Iteration 20F: 3 clusters Score -4471602 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4471675.000000 Penalty: 995.998291
	Iteration 21Q: 3 clusters Score -4471675 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4471753.000000 Penalty: 995.998291
	Iteration 22Q: 3 clusters Score -4471753 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4471820.500000 Penalty: 995.998291
	Iteration 23Q: 3 clusters Score -4471820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -4471879.500000 Penalty: 995.998291
	Iteration 24Q: 3 clusters Score -4471880 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -4471904.500000 Penalty: 995.998291
	Iteration 25Q: 3 clusters Score -4471904 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4471936.500000 Penalty: 995.998291
	Iteration 26Q: 3 clusters Score -4471936 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4471926.000000 Penalty: 995.998291
	Iteration 27Q: 3 clusters Score -4471926 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4471944.000000 Penalty: 995.998291
	Iteration 28Q: 3 clusters Score -4471944 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4471977.500000 Penalty: 995.998291
	Iteration 29Q: 3 clusters Score -4471978 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4472000.000000 Penalty: 995.998291
	Iteration 30Q: 3 clusters Score -4472000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4471980.000000 Penalty: 995.998291
	Iteration 31Q: 3 clusters Score -4471980 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4472026.000000 Penalty: 995.998291
	Iteration 32Q: 3 clusters Score -4472026 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4472028.500000 Penalty: 995.998291
	Iteration 33Q: 3 clusters Score -4472028 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4472037.500000 Penalty: 995.998291
	Iteration 34Q: 3 clusters Score -4472038 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4472025.000000 Penalty: 995.998291
	Iteration 35Q: 3 clusters Score -4472025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4472029.000000 Penalty: 995.998291
	Iteration 36Q: 3 clusters Score -4472029 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4472026.500000 Penalty: 995.998291
	Iteration 37Q: 3 clusters Score -4472026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4472043.000000 Penalty: 995.998291
	Iteration 38Q: 3 clusters Score -4472043 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4472073.500000 Penalty: 995.998291
	Iteration 39Q: 3 clusters Score -4472074 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4472089.000000 Penalty: 995.998291
	Iteration 40F: 3 clusters Score -4472089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4472090.000000 Penalty: 995.998291
	Iteration 41Q: 3 clusters Score -4472090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4472121.500000 Penalty: 995.998291
	Iteration 42Q: 3 clusters Score -4472122 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4472147.000000 Penalty: 995.998291
	Iteration 43Q: 3 clusters Score -4472147 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4472150.000000 Penalty: 995.998291
	Iteration 44Q: 3 clusters Score -4472150 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4472175.000000 Penalty: 995.998291
	Iteration 45Q: 3 clusters Score -4472175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4472184.000000 Penalty: 995.998291
	Iteration 46Q: 3 clusters Score -4472184 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4472216.500000 Penalty: 995.998291
	Iteration 47Q: 3 clusters Score -4472216 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4472225.000000 Penalty: 995.998291
	Iteration 48Q: 3 clusters Score -4472225 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -4472256.500000 Penalty: 995.998291
	Iteration 49Q: 3 clusters Score -4472256 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4472262.500000 Penalty: 995.998291
	Iteration 50Q: 3 clusters Score -4472262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4472271.500000 Penalty: 995.998291
	Iteration 51Q: 3 clusters Score -4472272 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4472280.000000 Penalty: 995.998291
	Iteration 52Q: 3 clusters Score -4472280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4472300.000000 Penalty: 995.998291
	Iteration 53Q: 3 clusters Score -4472300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -4472292.500000 Penalty: 995.998291
	Iteration 54Q: 3 clusters Score -4472292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4472319.500000 Penalty: 995.998291
	Iteration 55Q: 3 clusters Score -4472320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4472314.500000 Penalty: 995.998291
	Iteration 56Q: 3 clusters Score -4472314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4472304.000000 Penalty: 995.998291
	Iteration 57Q: 3 clusters Score -4472304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4472299.500000 Penalty: 995.998291
	Iteration 58Q: 3 clusters Score -4472300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4472326.000000 Penalty: 995.998291
	Iteration 59Q: 3 clusters Score -4472326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4472324.500000 Penalty: 995.998291
	Iteration 60F: 3 clusters Score -4472324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4472330.500000 Penalty: 995.998291
	Iteration 61Q: 3 clusters Score -4472330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4472328.000000 Penalty: 995.998291
	Iteration 62Q: 3 clusters Score -4472328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4472324.500000 Penalty: 995.998291
	Iteration 63Q: 3 clusters Score -4472324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4472342.000000 Penalty: 995.998291
	Iteration 64Q: 3 clusters Score -4472342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4472342.500000 Penalty: 995.998291
	Iteration 65Q: 3 clusters Score -4472342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4472366.500000 Penalty: 995.998291
	Iteration 66Q: 3 clusters Score -4472366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472388.500000 Penalty: 995.998291
	Iteration 67Q: 3 clusters Score -4472388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4472402.000000 Penalty: 995.998291
	Iteration 68Q: 3 clusters Score -4472402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4472404.000000 Penalty: 995.998291
	Iteration 69Q: 3 clusters Score -4472404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -4472398.000000 Penalty: 995.998291
	Iteration 70Q: 3 clusters Score -4472398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4472393.000000 Penalty: 995.998291
	Iteration 71Q: 3 clusters Score -4472393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4472409.500000 Penalty: 995.998291
	Iteration 72Q: 3 clusters Score -4472410 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4472413.000000 Penalty: 995.998291
	Iteration 73Q: 3 clusters Score -4472413 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -4472409.500000 Penalty: 995.998291
	Iteration 74Q: 3 clusters Score -4472410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4472412.500000 Penalty: 995.998291
	Iteration 75Q: 3 clusters Score -4472412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4472411.000000 Penalty: 995.998291
	Iteration 76Q: 3 clusters Score -4472411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4472413.000000 Penalty: 995.998291
	Iteration 77Q: 3 clusters Score -4472413 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -4472409.500000 Penalty: 995.998291
	Iteration 78Q: 3 clusters Score -4472410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4472409.500000 Penalty: 995.998291
	Iteration 79Q: 3 clusters Score -4472410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4472414.000000 Penalty: 995.998291
	Iteration 80F: 3 clusters Score -4472414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4472417.500000 Penalty: 995.998291
	Iteration 81Q: 3 clusters Score -4472418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -4472429.500000 Penalty: 995.998291
	Iteration 82Q: 3 clusters Score -4472430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4472429.000000 Penalty: 995.998291
	Iteration 83Q: 3 clusters Score -4472429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4472425.500000 Penalty: 995.998291
	Iteration 84Q: 3 clusters Score -4472426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4472425.500000 Penalty: 995.998291
	Iteration 85Q: 3 clusters Score -4472426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4472429.000000 Penalty: 995.998291
	Iteration 86Q: 3 clusters Score -4472429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -4472430.500000 Penalty: 995.998291
	Iteration 87Q: 3 clusters Score -4472430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4472428.000000 Penalty: 995.998291
	Iteration 88Q: 3 clusters Score -4472428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4472432.500000 Penalty: 995.998291
	Iteration 89Q: 3 clusters Score -4472432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -4472430.500000 Penalty: 995.998291
	Iteration 90Q: 3 clusters Score -4472430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4472428.000000 Penalty: 995.998291
	Iteration 91Q: 3 clusters Score -4472428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -4472432.000000 Penalty: 995.998291
	Iteration 92Q: 3 clusters Score -4472432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4472435.000000 Penalty: 995.998291
	Iteration 93Q: 3 clusters Score -4472435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -4472435.000000 Penalty: 995.998291
	Iteration 94Q: 3 clusters Score -4472435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4472431.000000 Penalty: 995.998291
	Iteration 95Q: 3 clusters Score -4472431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -4472432.000000 Penalty: 995.998291
	Iteration 96Q: 3 clusters Score -4472432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4472444.000000 Penalty: 995.998291
	Iteration 97Q: 3 clusters Score -4472444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4472430.000000 Penalty: 995.998291
	Iteration 98Q: 3 clusters Score -4472430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -4472432.500000 Penalty: 995.998291
	Iteration 99Q: 3 clusters Score -4472432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4472437.500000 Penalty: 995.998291
	Iteration 100F: 3 clusters Score -4472438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4472437.500000 Penalty: 995.998291
	Iteration 101Q: 3 clusters Score -4472438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4472445.000000 Penalty: 995.998291
	Iteration 102Q: 3 clusters Score -4472445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4472446.000000 Penalty: 995.998291
	Iteration 103Q: 3 clusters Score -4472446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4472446.000000 Penalty: 995.998291
	Iteration 104Q: 3 clusters Score -4472446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4472443.000000 Penalty: 995.998291
	Iteration 105Q: 3 clusters Score -4472443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472448.500000 Penalty: 995.998291
	Iteration 106Q: 3 clusters Score -4472448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472450.500000 Penalty: 995.998291
	Iteration 107Q: 3 clusters Score -4472450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4472446.500000 Penalty: 995.998291
	Iteration 108Q: 3 clusters Score -4472446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4472455.500000 Penalty: 995.998291
	Iteration 109Q: 3 clusters Score -4472456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -4472455.500000 Penalty: 995.998291
	Iteration 110Q: 3 clusters Score -4472456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4472453.000000 Penalty: 995.998291
	Iteration 111Q: 3 clusters Score -4472453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4472453.000000 Penalty: 995.998291
	Iteration 112Q: 3 clusters Score -4472453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472458.500000 Penalty: 995.998291
	Iteration 113Q: 3 clusters Score -4472458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472457.000000 Penalty: 995.998291
	Iteration 114Q: 3 clusters Score -4472457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4472457.000000 Penalty: 995.998291
	Iteration 115F: 3 clusters Score -4472457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Entering Unmasked Estep 
Score: -41821532.000000 Penalty: 12640.665039
Splitting cluster 4 changes total score from -41783880.000000 to -41821532.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -33903.246094 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -33903.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33454.714844 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -33454.71 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -35190.175781 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -35190.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37438.457031 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -37438.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -38299.445312 Penalty: 591.069153
	Iteration 3Q: 3 clusters Score -38299.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -38596.699219 Penalty: 591.069153
	Iteration 4Q: 3 clusters Score -38596.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38717.699219 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -38717.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38779.820312 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -38779.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -38830.660156 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -38830.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -38865.222656 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -38865.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -38882.941406 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -38882.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -38882.941406 Penalty: 591.069153
	Iteration 10F: 3 clusters Score -38882.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Entering Unmasked Estep 
Score: -41826260.000000 Penalty: 13242.601562
Splitting cluster 5 changes total score from -41783880.000000 to -41826260.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -169772.171875 Penalty: 356.644623
	Iteration 0F: 2 clusters Score -169772.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -168032.125000 Penalty: 713.289246
	Iteration 0F: 3 clusters Score -168032.1 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -168859.062500 Penalty: 713.289246
	Iteration 1F: 3 clusters Score -168859.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -169471.937500 Penalty: 713.289246
	Iteration 2F: 3 clusters Score -169471.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -169962.203125 Penalty: 713.289246
	Iteration 3F: 3 clusters Score -169962.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -170218.796875 Penalty: 713.289246
	Iteration 4F: 3 clusters Score -170218.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -170331.593750 Penalty: 713.289246
	Iteration 5F: 3 clusters Score -170331.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -170395.781250 Penalty: 713.289246
	Iteration 6Q: 3 clusters Score -170395.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -170432.906250 Penalty: 713.289246
	Iteration 7Q: 3 clusters Score -170432.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -170460.046875 Penalty: 713.289246
	Iteration 8Q: 3 clusters Score -170460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -170484.468750 Penalty: 713.289246
	Iteration 9Q: 3 clusters Score -170484.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -170501.265625 Penalty: 713.289246
	Iteration 10Q: 3 clusters Score -170501.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -170504.843750 Penalty: 713.289246
	Iteration 11Q: 3 clusters Score -170504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -170506.984375 Penalty: 713.289246
	Iteration 12Q: 3 clusters Score -170507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -170508.281250 Penalty: 713.289246
	Iteration 13Q: 3 clusters Score -170508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -170508.828125 Penalty: 713.289246
	Iteration 14Q: 3 clusters Score -170508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -170509.468750 Penalty: 713.289246
	Iteration 15Q: 3 clusters Score -170509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -170510.062500 Penalty: 713.289246
	Iteration 16Q: 3 clusters Score -170510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -170510.437500 Penalty: 713.289246
	Iteration 17Q: 3 clusters Score -170510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -170511.312500 Penalty: 713.289246
	Iteration 18F: 3 clusters Score -170511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -170512.093750 Penalty: 713.289246
	Iteration 19Q: 3 clusters Score -170512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -170512.812500 Penalty: 713.289246
	Iteration 20F: 3 clusters Score -170512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Entering Unmasked Estep 
Score: -41826804.000000 Penalty: 13844.538086
Splitting cluster 6 changes total score from -41783880.000000 to -41826804.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (80933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Entering Unmasked Estep 
Score: -6228820.000000 Penalty: 514.212646
	Iteration 0F: 2 clusters Score -6228820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -6214125.000000 Penalty: 1028.425293
	Iteration 0F: 3 clusters Score -6214125 nChanged 39717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6243145.500000 Penalty: 1028.425293
	Iteration 1F: 3 clusters Score -6243146 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -6244594.500000 Penalty: 1028.425293
	Iteration 2F: 3 clusters Score -6244594 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -6247287.000000 Penalty: 1028.425293
	Iteration 3F: 3 clusters Score -6247287 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -6250853.500000 Penalty: 1028.425293
	Iteration 4F: 3 clusters Score -6250854 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -6254216.500000 Penalty: 1028.425293
	Iteration 5F: 3 clusters Score -6254216 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -6255957.500000 Penalty: 1028.425293
	Iteration 6Q: 3 clusters Score -6255958 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -6256841.000000 Penalty: 1028.425293
	Iteration 7Q: 3 clusters Score -6256841 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -6257259.500000 Penalty: 1028.425293
	Iteration 8Q: 3 clusters Score -6257260 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -6257352.500000 Penalty: 1028.425293
	Iteration 9Q: 3 clusters Score -6257352 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6257530.000000 Penalty: 1028.425293
	Iteration 10Q: 3 clusters Score -6257530 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -6257631.500000 Penalty: 1028.425293
	Iteration 11Q: 3 clusters Score -6257632 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -6257745.500000 Penalty: 1028.425293
	Iteration 12Q: 3 clusters Score -6257746 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -6257740.000000 Penalty: 1028.425293
	Iteration 13Q: 3 clusters Score -6257740 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6257883.000000 Penalty: 1028.425293
	Iteration 14Q: 3 clusters Score -6257883 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -6258034.000000 Penalty: 1028.425293
	Iteration 15Q: 3 clusters Score -6258034 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -6258251.000000 Penalty: 1028.425293
	Iteration 16Q: 3 clusters Score -6258251 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -6258518.000000 Penalty: 1028.425293
	Iteration 17Q: 3 clusters Score -6258518 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -6258763.500000 Penalty: 1028.425293
	Iteration 18Q: 3 clusters Score -6258764 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -6258967.000000 Penalty: 1028.425293
	Iteration 19Q: 3 clusters Score -6258967 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -6258910.500000 Penalty: 1028.425293
	Iteration 20F: 3 clusters Score -6258910 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6259009.000000 Penalty: 1028.425293
	Iteration 21Q: 3 clusters Score -6259009 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6259222.500000 Penalty: 1028.425293
	Iteration 22Q: 3 clusters Score -6259222 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -6259265.500000 Penalty: 1028.425293
	Iteration 23Q: 3 clusters Score -6259266 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -6259297.000000 Penalty: 1028.425293
	Iteration 24Q: 3 clusters Score -6259297 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -6259441.500000 Penalty: 1028.425293
	Iteration 25Q: 3 clusters Score -6259442 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6259653.000000 Penalty: 1028.425293
	Iteration 26Q: 3 clusters Score -6259653 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -6259785.500000 Penalty: 1028.425293
	Iteration 27Q: 3 clusters Score -6259786 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -6259888.500000 Penalty: 1028.425293
	Iteration 28Q: 3 clusters Score -6259888 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -6259957.000000 Penalty: 1028.425293
	Iteration 29Q: 3 clusters Score -6259957 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -6260104.000000 Penalty: 1028.425293
	Iteration 30Q: 3 clusters Score -6260104 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -6260192.500000 Penalty: 1028.425293
	Iteration 31Q: 3 clusters Score -6260192 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6260257.500000 Penalty: 1028.425293
	Iteration 32Q: 3 clusters Score -6260258 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -6260316.000000 Penalty: 1028.425293
	Iteration 33Q: 3 clusters Score -6260316 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -6260432.000000 Penalty: 1028.425293
	Iteration 34Q: 3 clusters Score -6260432 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -6260544.500000 Penalty: 1028.425293
	Iteration 35Q: 3 clusters Score -6260544 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -6260693.000000 Penalty: 1028.425293
	Iteration 36Q: 3 clusters Score -6260693 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -6260878.500000 Penalty: 1028.425293
	Iteration 37Q: 3 clusters Score -6260878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -6261043.500000 Penalty: 1028.425293
	Iteration 38Q: 3 clusters Score -6261044 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -6261233.500000 Penalty: 1028.425293
	Iteration 39Q: 3 clusters Score -6261234 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -6261388.000000 Penalty: 1028.425293
	Iteration 40F: 3 clusters Score -6261388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -6261607.000000 Penalty: 1028.425293
	Iteration 41Q: 3 clusters Score -6261607 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -6261904.000000 Penalty: 1028.425293
	Iteration 42Q: 3 clusters Score -6261904 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -6262145.000000 Penalty: 1028.425293
	Iteration 43Q: 3 clusters Score -6262145 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6262411.000000 Penalty: 1028.425293
	Iteration 44Q: 3 clusters Score -6262411 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -6262628.000000 Penalty: 1028.425293
	Iteration 45Q: 3 clusters Score -6262628 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -6262830.000000 Penalty: 1028.425293
	Iteration 46Q: 3 clusters Score -6262830 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -6263015.500000 Penalty: 1028.425293
	Iteration 47Q: 3 clusters Score -6263016 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -6263217.500000 Penalty: 1028.425293
	Iteration 48Q: 3 clusters Score -6263218 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -6263391.000000 Penalty: 1028.425293
	Iteration 49Q: 3 clusters Score -6263391 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6263524.500000 Penalty: 1028.425293
	Iteration 50Q: 3 clusters Score -6263524 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -6263625.000000 Penalty: 1028.425293
	Iteration 51Q: 3 clusters Score -6263625 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -6263783.500000 Penalty: 1028.425293
	Iteration 52Q: 3 clusters Score -6263784 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -6263847.500000 Penalty: 1028.425293
	Iteration 53Q: 3 clusters Score -6263848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6263934.000000 Penalty: 1028.425293
	Iteration 54Q: 3 clusters Score -6263934 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -6264062.000000 Penalty: 1028.425293
	Iteration 55Q: 3 clusters Score -6264062 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -6264160.500000 Penalty: 1028.425293
	Iteration 56Q: 3 clusters Score -6264160 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -6264230.500000 Penalty: 1028.425293
	Iteration 57Q: 3 clusters Score -6264230 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -6264251.000000 Penalty: 1028.425293
	Iteration 58Q: 3 clusters Score -6264251 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6264314.000000 Penalty: 1028.425293
	Iteration 59Q: 3 clusters Score -6264314 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -6264336.000000 Penalty: 1028.425293
	Iteration 60F: 3 clusters Score -6264336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -6264418.500000 Penalty: 1028.425293
	Iteration 61Q: 3 clusters Score -6264418 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -6264472.000000 Penalty: 1028.425293
	Iteration 62Q: 3 clusters Score -6264472 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -6264509.500000 Penalty: 1028.425293
	Iteration 63Q: 3 clusters Score -6264510 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6264587.000000 Penalty: 1028.425293
	Iteration 64Q: 3 clusters Score -6264587 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -6264633.000000 Penalty: 1028.425293
	Iteration 65Q: 3 clusters Score -6264633 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -6264663.500000 Penalty: 1028.425293
	Iteration 66Q: 3 clusters Score -6264664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6264682.000000 Penalty: 1028.425293
	Iteration 67Q: 3 clusters Score -6264682 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6264733.000000 Penalty: 1028.425293
	Iteration 68Q: 3 clusters Score -6264733 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -6264795.500000 Penalty: 1028.425293
	Iteration 69Q: 3 clusters Score -6264796 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -6264830.500000 Penalty: 1028.425293
	Iteration 70Q: 3 clusters Score -6264830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -6264872.500000 Penalty: 1028.425293
	Iteration 71Q: 3 clusters Score -6264872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -6264901.000000 Penalty: 1028.425293
	Iteration 72Q: 3 clusters Score -6264901 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6264929.000000 Penalty: 1028.425293
	Iteration 73Q: 3 clusters Score -6264929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -6264920.000000 Penalty: 1028.425293
	Iteration 74Q: 3 clusters Score -6264920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -6264928.500000 Penalty: 1028.425293
	Iteration 75Q: 3 clusters Score -6264928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6264922.500000 Penalty: 1028.425293
	Iteration 76Q: 3 clusters Score -6264922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -6264954.500000 Penalty: 1028.425293
	Iteration 77Q: 3 clusters Score -6264954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6264975.500000 Penalty: 1028.425293
	Iteration 78Q: 3 clusters Score -6264976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -6264995.000000 Penalty: 1028.425293
	Iteration 79Q: 3 clusters Score -6264995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -6265011.500000 Penalty: 1028.425293
	Iteration 80F: 3 clusters Score -6265012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -6265030.000000 Penalty: 1028.425293
	Iteration 81Q: 3 clusters Score -6265030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6265070.000000 Penalty: 1028.425293
	Iteration 82Q: 3 clusters Score -6265070 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -6265063.500000 Penalty: 1028.425293
	Iteration 83Q: 3 clusters Score -6265064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6265069.000000 Penalty: 1028.425293
	Iteration 84Q: 3 clusters Score -6265069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -6265087.000000 Penalty: 1028.425293
	Iteration 85Q: 3 clusters Score -6265087 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -6265095.500000 Penalty: 1028.425293
	Iteration 86Q: 3 clusters Score -6265096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -6265104.500000 Penalty: 1028.425293
	Iteration 87Q: 3 clusters Score -6265104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -6265121.000000 Penalty: 1028.425293
	Iteration 88Q: 3 clusters Score -6265121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -6265135.500000 Penalty: 1028.425293
	Iteration 89Q: 3 clusters Score -6265136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6265126.500000 Penalty: 1028.425293
	Iteration 90Q: 3 clusters Score -6265126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -6265119.500000 Penalty: 1028.425293
	Iteration 91Q: 3 clusters Score -6265120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6265126.000000 Penalty: 1028.425293
	Iteration 92Q: 3 clusters Score -6265126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -6265124.500000 Penalty: 1028.425293
	Iteration 93Q: 3 clusters Score -6265124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6265128.500000 Penalty: 1028.425293
	Iteration 94Q: 3 clusters Score -6265128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6265123.500000 Penalty: 1028.425293
	Iteration 95Q: 3 clusters Score -6265124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6265124.500000 Penalty: 1028.425293
	Iteration 96Q: 3 clusters Score -6265124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -6265126.500000 Penalty: 1028.425293
	Iteration 97Q: 3 clusters Score -6265126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6265133.500000 Penalty: 1028.425293
	Iteration 98Q: 3 clusters Score -6265134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6265136.000000 Penalty: 1028.425293
	Iteration 99Q: 3 clusters Score -6265136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6265135.500000 Penalty: 1028.425293
	Iteration 100F: 3 clusters Score -6265136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -6265133.000000 Penalty: 1028.425293
	Iteration 101Q: 3 clusters Score -6265133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6265120.000000 Penalty: 1028.425293
	Iteration 102Q: 3 clusters Score -6265120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6265119.500000 Penalty: 1028.425293
	Iteration 103Q: 3 clusters Score -6265120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -6265115.500000 Penalty: 1028.425293
	Iteration 104Q: 3 clusters Score -6265116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6265115.500000 Penalty: 1028.425293
	Iteration 105Q: 3 clusters Score -6265116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6265122.500000 Penalty: 1028.425293
	Iteration 106Q: 3 clusters Score -6265122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -6265122.000000 Penalty: 1028.425293
	Iteration 107Q: 3 clusters Score -6265122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6265117.500000 Penalty: 1028.425293
	Iteration 108Q: 3 clusters Score -6265118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6265120.000000 Penalty: 1028.425293
	Iteration 109Q: 3 clusters Score -6265120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -6265120.000000 Penalty: 1028.425293
	Iteration 110F: 3 clusters Score -6265120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Entering Unmasked Estep 
Score: -41862860.000000 Penalty: 14446.474609
Splitting cluster 7 changes total score from -41783880.000000 to -41862860.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -588494.000000 Penalty: 412.529633
	Iteration 0F: 2 clusters Score -588494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -582745.750000 Penalty: 825.059265
	Iteration 0F: 3 clusters Score -582745.8 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -586018.250000 Penalty: 825.059265
	Iteration 1F: 3 clusters Score -586018.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -587705.062500 Penalty: 825.059265
	Iteration 2F: 3 clusters Score -587705.1 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -589206.687500 Penalty: 825.059265
	Iteration 3F: 3 clusters Score -589206.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -589797.562500 Penalty: 825.059265
	Iteration 4F: 3 clusters Score -589797.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -590069.687500 Penalty: 825.059265
	Iteration 5F: 3 clusters Score -590069.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -590235.437500 Penalty: 825.059265
	Iteration 6Q: 3 clusters Score -590235.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -590361.812500 Penalty: 825.059265
	Iteration 7Q: 3 clusters Score -590361.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -590477.000000 Penalty: 825.059265
	Iteration 8Q: 3 clusters Score -590477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -590588.875000 Penalty: 825.059265
	Iteration 9Q: 3 clusters Score -590588.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -590694.687500 Penalty: 825.059265
	Iteration 10Q: 3 clusters Score -590694.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -590795.687500 Penalty: 825.059265
	Iteration 11Q: 3 clusters Score -590795.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -590869.312500 Penalty: 825.059265
	Iteration 12Q: 3 clusters Score -590869.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -590916.375000 Penalty: 825.059265
	Iteration 13Q: 3 clusters Score -590916.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -590948.062500 Penalty: 825.059265
	Iteration 14Q: 3 clusters Score -590948.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -590961.625000 Penalty: 825.059265
	Iteration 15Q: 3 clusters Score -590961.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -590970.812500 Penalty: 825.059265
	Iteration 16Q: 3 clusters Score -590970.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -590977.375000 Penalty: 825.059265
	Iteration 17Q: 3 clusters Score -590977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -590977.937500 Penalty: 825.059265
	Iteration 18Q: 3 clusters Score -590977.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -590978.000000 Penalty: 825.059265
	Iteration 19Q: 3 clusters Score -590978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -590988.437500 Penalty: 825.059265
	Iteration 20F: 3 clusters Score -590988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -590993.875000 Penalty: 825.059265
	Iteration 21Q: 3 clusters Score -590993.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -590996.125000 Penalty: 825.059265
	Iteration 22Q: 3 clusters Score -590996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -590997.062500 Penalty: 825.059265
	Iteration 23Q: 3 clusters Score -590997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -590998.000000 Penalty: 825.059265
	Iteration 24Q: 3 clusters Score -590998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -590998.125000 Penalty: 825.059265
	Iteration 25Q: 3 clusters Score -590998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -590999.187500 Penalty: 825.059265
	Iteration 26Q: 3 clusters Score -590999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -590998.875000 Penalty: 825.059265
	Iteration 27Q: 3 clusters Score -590998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -590998.312500 Penalty: 825.059265
	Iteration 28Q: 3 clusters Score -590998.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590999.687500 Penalty: 825.059265
	Iteration 29Q: 3 clusters Score -590999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -590998.500000 Penalty: 825.059265
	Iteration 30Q: 3 clusters Score -590998.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -590998.687500 Penalty: 825.059265
	Iteration 31Q: 3 clusters Score -590998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -590999.125000 Penalty: 825.059265
	Iteration 32Q: 3 clusters Score -590999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -590999.125000 Penalty: 825.059265
	Iteration 33F: 3 clusters Score -590999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Entering Unmasked Estep 
Score: -41865028.000000 Penalty: 15048.411133
Splitting cluster 8 changes total score from -41783880.000000 to -41865028.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -33639.769531 Penalty: 280.526489
	Iteration 0F: 2 clusters Score -33639.77 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 234 members 
Entering Unmasked Estep 
Score: -33180.101562 Penalty: 561.052979
	Iteration 0F: 3 clusters Score -33180.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33310.941406 Penalty: 561.052979
	Iteration 1F: 3 clusters Score -33310.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33385.679688 Penalty: 561.052979
	Iteration 2F: 3 clusters Score -33385.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33452.011719 Penalty: 561.052979
	Iteration 3F: 3 clusters Score -33452.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33501.554688 Penalty: 561.052979
	Iteration 4F: 3 clusters Score -33501.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33552.113281 Penalty: 561.052979
	Iteration 5Q: 3 clusters Score -33552.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33701.671875 Penalty: 561.052979
	Iteration 6F: 3 clusters Score -33701.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33936.984375 Penalty: 561.052979
	Iteration 7Q: 3 clusters Score -33936.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34040.843750 Penalty: 561.052979
	Iteration 8Q: 3 clusters Score -34040.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34126.070312 Penalty: 561.052979
	Iteration 9Q: 3 clusters Score -34126.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34192.996094 Penalty: 561.052979
	Iteration 10Q: 3 clusters Score -34193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34222.195312 Penalty: 561.052979
	Iteration 11Q: 3 clusters Score -34222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34227.652344 Penalty: 561.052979
	Iteration 12Q: 3 clusters Score -34227.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34228.558594 Penalty: 561.052979
	Iteration 13Q: 3 clusters Score -34228.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34228.785156 Penalty: 561.052979
	Iteration 14F: 3 clusters Score -34228.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -34233.273438 Penalty: 561.052979
	Iteration 15Q: 3 clusters Score -34233.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34235.718750 Penalty: 561.052979
	Iteration 16Q: 3 clusters Score -34235.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34242.671875 Penalty: 561.052979
	Iteration 17Q: 3 clusters Score -34242.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34245.402344 Penalty: 561.052979
	Iteration 18Q: 3 clusters Score -34245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34245.402344 Penalty: 561.052979
	Iteration 19F: 3 clusters Score -34245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Entering Unmasked Estep 
Score: -41865308.000000 Penalty: 15650.346680
Splitting cluster 9 changes total score from -41783880.000000 to -41865308.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -48044.796875 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -48044.8 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 817 members 
Entering Unmasked Estep 
Score: -46930.156250 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -46930.16 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -48106.847656 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -48106.85 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49719.878906 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -49719.88 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50683.031250 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -50683.03 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -51068.351562 Penalty: 674.341553
	Iteration 4F: 3 clusters Score -51068.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -51276.613281 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -51276.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -51354.738281 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -51354.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -51371.929688 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -51371.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -51374.687500 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -51374.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -51376.160156 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -51376.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -51376.679688 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -51376.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -51378.269531 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -51378.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -51378.843750 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -51378.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -51378.843750 Penalty: 674.341553
	Iteration 13F: 3 clusters Score -51378.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Entering Unmasked Estep 
Score: -41868240.000000 Penalty: 16252.283203
Splitting cluster 11 changes total score from -41783880.000000 to -41868240.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -101373.789062 Penalty: 336.867004
	Iteration 0F: 2 clusters Score -101373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -100293.437500 Penalty: 673.734009
	Iteration 0F: 3 clusters Score -100293.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -101565.906250 Penalty: 673.734009
	Iteration 1F: 3 clusters Score -101565.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -102457.187500 Penalty: 673.734009
	Iteration 2F: 3 clusters Score -102457.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -102871.351562 Penalty: 673.734009
	Iteration 3F: 3 clusters Score -102871.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -103099.953125 Penalty: 673.734009
	Iteration 4Q: 3 clusters Score -103100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -103152.085938 Penalty: 673.734009
	Iteration 5Q: 3 clusters Score -103152.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -103179.476562 Penalty: 673.734009
	Iteration 6Q: 3 clusters Score -103179.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -103200.789062 Penalty: 673.734009
	Iteration 7Q: 3 clusters Score -103200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -103211.726562 Penalty: 673.734009
	Iteration 8Q: 3 clusters Score -103211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -103215.203125 Penalty: 673.734009
	Iteration 9Q: 3 clusters Score -103215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -103217.039062 Penalty: 673.734009
	Iteration 10Q: 3 clusters Score -103217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -103218.914062 Penalty: 673.734009
	Iteration 11Q: 3 clusters Score -103218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -103219.585938 Penalty: 673.734009
	Iteration 12Q: 3 clusters Score -103219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -103219.804688 Penalty: 673.734009
	Iteration 13Q: 3 clusters Score -103219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -103219.804688 Penalty: 673.734009
	Iteration 14F: 3 clusters Score -103219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 112928 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Entering Unmasked Estep 
Score: -41869832.000000 Penalty: 16854.220703
Splitting cluster 12 changes total score from -41783880.000000 to -41869832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (112928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112928 members 
Entering Unmasked Estep 
Score: -8886794.000000 Penalty: 529.369995
	Iteration 0F: 2 clusters Score -8886794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -8890896.000000 Penalty: 1058.739990
	Iteration 0F: 3 clusters Score -8890896 nChanged 55659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -8928579.000000 Penalty: 1058.739990
	Iteration 1F: 3 clusters Score -8928579 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -8934375.000000 Penalty: 1058.739990
	Iteration 2F: 3 clusters Score -8934375 nChanged 9716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8937714.000000 Penalty: 1058.739990
	Iteration 3F: 3 clusters Score -8937714 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -8937890.000000 Penalty: 1058.739990
	Iteration 4F: 3 clusters Score -8937890 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -8937852.000000 Penalty: 1058.739990
	Iteration 5Q: 3 clusters Score -8937852 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -8937437.000000 Penalty: 1058.739990
	Iteration 6Q: 3 clusters Score -8937437 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 65707 members 
Entering Unmasked Estep 
Score: -8937453.000000 Penalty: 1058.739990
	Iteration 7Q: 3 clusters Score -8937453 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -8937347.000000 Penalty: 1058.739990
	Iteration 8Q: 3 clusters Score -8937347 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -8937242.000000 Penalty: 1058.739990
	Iteration 9Q: 3 clusters Score -8937242 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -8937086.000000 Penalty: 1058.739990
	Iteration 10Q: 3 clusters Score -8937086 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -8936866.000000 Penalty: 1058.739990
	Iteration 11Q: 3 clusters Score -8936866 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -8936527.000000 Penalty: 1058.739990
	Iteration 12Q: 3 clusters Score -8936527 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -8936027.000000 Penalty: 1058.739990
	Iteration 13Q: 3 clusters Score -8936027 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -8935771.000000 Penalty: 1058.739990
	Iteration 14Q: 3 clusters Score -8935771 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -8935319.000000 Penalty: 1058.739990
	Iteration 15Q: 3 clusters Score -8935319 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -8934916.000000 Penalty: 1058.739990
	Iteration 16Q: 3 clusters Score -8934916 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8934684.000000 Penalty: 1058.739990
	Iteration 17Q: 3 clusters Score -8934684 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -8934505.000000 Penalty: 1058.739990
	Iteration 18Q: 3 clusters Score -8934505 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -8934307.000000 Penalty: 1058.739990
	Iteration 19Q: 3 clusters Score -8934307 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -8934350.000000 Penalty: 1058.739990
	Iteration 20F: 3 clusters Score -8934350 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -8934233.000000 Penalty: 1058.739990
	Iteration 21Q: 3 clusters Score -8934233 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -8934061.000000 Penalty: 1058.739990
	Iteration 22Q: 3 clusters Score -8934061 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -8933934.000000 Penalty: 1058.739990
	Iteration 23Q: 3 clusters Score -8933934 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -8934086.000000 Penalty: 1058.739990
	Iteration 24Q: 3 clusters Score -8934086 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -8934096.000000 Penalty: 1058.739990
	Iteration 25Q: 3 clusters Score -8934096 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -8934064.000000 Penalty: 1058.739990
	Iteration 26Q: 3 clusters Score -8934064 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -8934030.000000 Penalty: 1058.739990
	Iteration 27Q: 3 clusters Score -8934030 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -8933967.000000 Penalty: 1058.739990
	Iteration 28Q: 3 clusters Score -8933967 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -8933882.000000 Penalty: 1058.739990
	Iteration 29Q: 3 clusters Score -8933882 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -8933826.000000 Penalty: 1058.739990
	Iteration 30Q: 3 clusters Score -8933826 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -8933889.000000 Penalty: 1058.739990
	Iteration 31Q: 3 clusters Score -8933889 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8933883.000000 Penalty: 1058.739990
	Iteration 32Q: 3 clusters Score -8933883 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -8933832.000000 Penalty: 1058.739990
	Iteration 33Q: 3 clusters Score -8933832 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -8933783.000000 Penalty: 1058.739990
	Iteration 34Q: 3 clusters Score -8933783 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -8933832.000000 Penalty: 1058.739990
	Iteration 35Q: 3 clusters Score -8933832 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -8933869.000000 Penalty: 1058.739990
	Iteration 36Q: 3 clusters Score -8933869 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -8933839.000000 Penalty: 1058.739990
	Iteration 37Q: 3 clusters Score -8933839 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -8933841.000000 Penalty: 1058.739990
	Iteration 38Q: 3 clusters Score -8933841 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -8933904.000000 Penalty: 1058.739990
	Iteration 39Q: 3 clusters Score -8933904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -8933875.000000 Penalty: 1058.739990
	Iteration 40F: 3 clusters Score -8933875 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -8933885.000000 Penalty: 1058.739990
	Iteration 41Q: 3 clusters Score -8933885 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -8933858.000000 Penalty: 1058.739990
	Iteration 42Q: 3 clusters Score -8933858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8933793.000000 Penalty: 1058.739990
	Iteration 43Q: 3 clusters Score -8933793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -8933770.000000 Penalty: 1058.739990
	Iteration 44Q: 3 clusters Score -8933770 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -8933770.000000 Penalty: 1058.739990
	Iteration 45Q: 3 clusters Score -8933770 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -8933755.000000 Penalty: 1058.739990
	Iteration 46Q: 3 clusters Score -8933755 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -8933707.000000 Penalty: 1058.739990
	Iteration 47Q: 3 clusters Score -8933707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -8933697.000000 Penalty: 1058.739990
	Iteration 48Q: 3 clusters Score -8933697 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -8933741.000000 Penalty: 1058.739990
	Iteration 49Q: 3 clusters Score -8933741 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8933707.000000 Penalty: 1058.739990
	Iteration 50Q: 3 clusters Score -8933707 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -8933710.000000 Penalty: 1058.739990
	Iteration 51Q: 3 clusters Score -8933710 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8933717.000000 Penalty: 1058.739990
	Iteration 52Q: 3 clusters Score -8933717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8933748.000000 Penalty: 1058.739990
	Iteration 53Q: 3 clusters Score -8933748 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -8933709.000000 Penalty: 1058.739990
	Iteration 54Q: 3 clusters Score -8933709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -8933725.000000 Penalty: 1058.739990
	Iteration 55Q: 3 clusters Score -8933725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8933746.000000 Penalty: 1058.739990
	Iteration 56Q: 3 clusters Score -8933746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -8933765.000000 Penalty: 1058.739990
	Iteration 57Q: 3 clusters Score -8933765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -8933796.000000 Penalty: 1058.739990
	Iteration 58Q: 3 clusters Score -8933796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -8933844.000000 Penalty: 1058.739990
	Iteration 59Q: 3 clusters Score -8933844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -8933950.000000 Penalty: 1058.739990
	Iteration 60F: 3 clusters Score -8933950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -8934007.000000 Penalty: 1058.739990
	Iteration 61Q: 3 clusters Score -8934007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -8934105.000000 Penalty: 1058.739990
	Iteration 62Q: 3 clusters Score -8934105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -8934096.000000 Penalty: 1058.739990
	Iteration 63Q: 3 clusters Score -8934096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -8934076.000000 Penalty: 1058.739990
	Iteration 64Q: 3 clusters Score -8934076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -8934054.000000 Penalty: 1058.739990
	Iteration 65Q: 3 clusters Score -8934054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -8934050.000000 Penalty: 1058.739990
	Iteration 66Q: 3 clusters Score -8934050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -8934038.000000 Penalty: 1058.739990
	Iteration 67Q: 3 clusters Score -8934038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -8934052.000000 Penalty: 1058.739990
	Iteration 68Q: 3 clusters Score -8934052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -8934048.000000 Penalty: 1058.739990
	Iteration 69Q: 3 clusters Score -8934048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -8934063.000000 Penalty: 1058.739990
	Iteration 70Q: 3 clusters Score -8934063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 72298 members 
Entering Unmasked Estep 
Score: -8934067.000000 Penalty: 1058.739990
	Iteration 71Q: 3 clusters Score -8934067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -8934062.000000 Penalty: 1058.739990
	Iteration 72Q: 3 clusters Score -8934062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -8934059.000000 Penalty: 1058.739990
	Iteration 73Q: 3 clusters Score -8934059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -8934058.000000 Penalty: 1058.739990
	Iteration 74Q: 3 clusters Score -8934058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -8934040.000000 Penalty: 1058.739990
	Iteration 75Q: 3 clusters Score -8934040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -8934044.000000 Penalty: 1058.739990
	Iteration 76Q: 3 clusters Score -8934044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -8934047.000000 Penalty: 1058.739990
	Iteration 77Q: 3 clusters Score -8934047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -8934049.000000 Penalty: 1058.739990
	Iteration 78Q: 3 clusters Score -8934049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -8934045.000000 Penalty: 1058.739990
	Iteration 79Q: 3 clusters Score -8934045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -8934045.000000 Penalty: 1058.739990
	Iteration 80F: 3 clusters Score -8934045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -8934056.000000 Penalty: 1058.739990
	Iteration 81Q: 3 clusters Score -8934056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -8934072.000000 Penalty: 1058.739990
	Iteration 82Q: 3 clusters Score -8934072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -8934065.000000 Penalty: 1058.739990
	Iteration 83Q: 3 clusters Score -8934065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -8934089.000000 Penalty: 1058.739990
	Iteration 84Q: 3 clusters Score -8934089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8934103.000000 Penalty: 1058.739990
	Iteration 85Q: 3 clusters Score -8934103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -8934125.000000 Penalty: 1058.739990
	Iteration 86Q: 3 clusters Score -8934125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -8934121.000000 Penalty: 1058.739990
	Iteration 87Q: 3 clusters Score -8934121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -8934133.000000 Penalty: 1058.739990
	Iteration 88Q: 3 clusters Score -8934133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -8934184.000000 Penalty: 1058.739990
	Iteration 89Q: 3 clusters Score -8934184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -8934187.000000 Penalty: 1058.739990
	Iteration 90Q: 3 clusters Score -8934187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -8934148.000000 Penalty: 1058.739990
	Iteration 91Q: 3 clusters Score -8934148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -8934161.000000 Penalty: 1058.739990
	Iteration 92Q: 3 clusters Score -8934161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -8934150.000000 Penalty: 1058.739990
	Iteration 93Q: 3 clusters Score -8934150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -8934163.000000 Penalty: 1058.739990
	Iteration 94Q: 3 clusters Score -8934163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -8934149.000000 Penalty: 1058.739990
	Iteration 95Q: 3 clusters Score -8934149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -8934164.000000 Penalty: 1058.739990
	Iteration 96Q: 3 clusters Score -8934164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -8934164.000000 Penalty: 1058.739990
	Iteration 97F: 3 clusters Score -8934164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Entering Unmasked Estep 
Score: -41917292.000000 Penalty: 17456.156250
Splitting cluster 13 changes total score from -41783880.000000 to -41917292.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -51559.605469 Penalty: 303.692535
	Iteration 0F: 2 clusters Score -51559.61 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 398 members 
Entering Unmasked Estep 
Score: -50929.625000 Penalty: 607.385071
	Iteration 0F: 3 clusters Score -50929.62 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -51316.925781 Penalty: 607.385071
	Iteration 1F: 3 clusters Score -51316.93 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -51485.386719 Penalty: 607.385071
	Iteration 2F: 3 clusters Score -51485.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -51617.101562 Penalty: 607.385071
	Iteration 3F: 3 clusters Score -51617.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -51677.769531 Penalty: 607.385071
	Iteration 4Q: 3 clusters Score -51677.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -51721.343750 Penalty: 607.385071
	Iteration 5Q: 3 clusters Score -51721.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -51761.011719 Penalty: 607.385071
	Iteration 6Q: 3 clusters Score -51761.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -51809.445312 Penalty: 607.385071
	Iteration 7Q: 3 clusters Score -51809.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -51867.101562 Penalty: 607.385071
	Iteration 8Q: 3 clusters Score -51867.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51937.847656 Penalty: 607.385071
	Iteration 9Q: 3 clusters Score -51937.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -52034.628906 Penalty: 607.385071
	Iteration 10F: 3 clusters Score -52034.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52153.335938 Penalty: 607.385071
	Iteration 11Q: 3 clusters Score -52153.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52201.027344 Penalty: 607.385071
	Iteration 12Q: 3 clusters Score -52201.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52239.332031 Penalty: 607.385071
	Iteration 13Q: 3 clusters Score -52239.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52259.058594 Penalty: 607.385071
	Iteration 14Q: 3 clusters Score -52259.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52263.296875 Penalty: 607.385071
	Iteration 15Q: 3 clusters Score -52263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52264.445312 Penalty: 607.385071
	Iteration 16Q: 3 clusters Score -52264.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52264.445312 Penalty: 607.385071
	Iteration 17F: 3 clusters Score -52264.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 55262 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Mstep: Class 30 contains 291 members 
Entering Unmasked Estep 
Score: -41917672.000000 Penalty: 18058.093750
Splitting cluster 14 changes total score from -41783880.000000 to -41917672.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (55262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Entering Unmasked Estep 
Score: -4428417.000000 Penalty: 496.852753
	Iteration 0F: 2 clusters Score -4428417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4431175.000000 Penalty: 993.705505
	Iteration 0F: 3 clusters Score -4431175 nChanged 26948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4449342.000000 Penalty: 993.705505
	Iteration 1F: 3 clusters Score -4449342 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4452281.500000 Penalty: 993.705505
	Iteration 2F: 3 clusters Score -4452282 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4455240.500000 Penalty: 993.705505
	Iteration 3F: 3 clusters Score -4455240 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -4456695.500000 Penalty: 993.705505
	Iteration 4F: 3 clusters Score -4456696 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4457101.000000 Penalty: 993.705505
	Iteration 5Q: 3 clusters Score -4457101 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4457240.500000 Penalty: 993.705505
	Iteration 6Q: 3 clusters Score -4457240 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -4457380.500000 Penalty: 993.705505
	Iteration 7Q: 3 clusters Score -4457380 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4457493.500000 Penalty: 993.705505
	Iteration 8Q: 3 clusters Score -4457494 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4457556.500000 Penalty: 993.705505
	Iteration 9Q: 3 clusters Score -4457556 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4457683.000000 Penalty: 993.705505
	Iteration 10Q: 3 clusters Score -4457683 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4457776.000000 Penalty: 993.705505
	Iteration 11Q: 3 clusters Score -4457776 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4457871.500000 Penalty: 993.705505
	Iteration 12Q: 3 clusters Score -4457872 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4457962.500000 Penalty: 993.705505
	Iteration 13Q: 3 clusters Score -4457962 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4458088.000000 Penalty: 993.705505
	Iteration 14Q: 3 clusters Score -4458088 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4458184.500000 Penalty: 993.705505
	Iteration 15Q: 3 clusters Score -4458184 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4458239.000000 Penalty: 993.705505
	Iteration 16Q: 3 clusters Score -4458239 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4458285.000000 Penalty: 993.705505
	Iteration 17Q: 3 clusters Score -4458285 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4458371.000000 Penalty: 993.705505
	Iteration 18Q: 3 clusters Score -4458371 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4458430.000000 Penalty: 993.705505
	Iteration 19Q: 3 clusters Score -4458430 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4458536.000000 Penalty: 993.705505
	Iteration 20F: 3 clusters Score -4458536 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4458538.000000 Penalty: 993.705505
	Iteration 21Q: 3 clusters Score -4458538 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4458568.500000 Penalty: 993.705505
	Iteration 22Q: 3 clusters Score -4458568 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4458591.500000 Penalty: 993.705505
	Iteration 23Q: 3 clusters Score -4458592 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4458627.000000 Penalty: 993.705505
	Iteration 24Q: 3 clusters Score -4458627 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4458666.500000 Penalty: 993.705505
	Iteration 25Q: 3 clusters Score -4458666 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4458688.500000 Penalty: 993.705505
	Iteration 26Q: 3 clusters Score -4458688 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4458710.000000 Penalty: 993.705505
	Iteration 27Q: 3 clusters Score -4458710 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -4458752.500000 Penalty: 993.705505
	Iteration 28Q: 3 clusters Score -4458752 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4458820.500000 Penalty: 993.705505
	Iteration 29Q: 3 clusters Score -4458820 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4458888.000000 Penalty: 993.705505
	Iteration 30Q: 3 clusters Score -4458888 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4458964.000000 Penalty: 993.705505
	Iteration 31Q: 3 clusters Score -4458964 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4459051.500000 Penalty: 993.705505
	Iteration 32Q: 3 clusters Score -4459052 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4459075.000000 Penalty: 993.705505
	Iteration 33Q: 3 clusters Score -4459075 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4459120.500000 Penalty: 993.705505
	Iteration 34Q: 3 clusters Score -4459120 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4459173.000000 Penalty: 993.705505
	Iteration 35Q: 3 clusters Score -4459173 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4459206.500000 Penalty: 993.705505
	Iteration 36Q: 3 clusters Score -4459206 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4459198.500000 Penalty: 993.705505
	Iteration 37Q: 3 clusters Score -4459198 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4459162.000000 Penalty: 993.705505
	Iteration 38Q: 3 clusters Score -4459162 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4459088.000000 Penalty: 993.705505
	Iteration 39Q: 3 clusters Score -4459088 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4459268.000000 Penalty: 993.705505
	Iteration 40F: 3 clusters Score -4459268 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4459195.000000 Penalty: 993.705505
	Iteration 41Q: 3 clusters Score -4459195 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4459096.500000 Penalty: 993.705505
	Iteration 42Q: 3 clusters Score -4459096 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4458986.000000 Penalty: 993.705505
	Iteration 43Q: 3 clusters Score -4458986 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4458875.500000 Penalty: 993.705505
	Iteration 44Q: 3 clusters Score -4458876 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -4458774.000000 Penalty: 993.705505
	Iteration 45Q: 3 clusters Score -4458774 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4458712.000000 Penalty: 993.705505
	Iteration 46Q: 3 clusters Score -4458712 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4458614.500000 Penalty: 993.705505
	Iteration 47Q: 3 clusters Score -4458614 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4458457.500000 Penalty: 993.705505
	Iteration 48Q: 3 clusters Score -4458458 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4458361.000000 Penalty: 993.705505
	Iteration 49Q: 3 clusters Score -4458361 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4458291.500000 Penalty: 993.705505
	Iteration 50Q: 3 clusters Score -4458292 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -4458183.000000 Penalty: 993.705505
	Iteration 51Q: 3 clusters Score -4458183 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4458130.500000 Penalty: 993.705505
	Iteration 52Q: 3 clusters Score -4458130 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4458087.000000 Penalty: 993.705505
	Iteration 53Q: 3 clusters Score -4458087 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4458026.000000 Penalty: 993.705505
	Iteration 54Q: 3 clusters Score -4458026 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4457966.500000 Penalty: 993.705505
	Iteration 55Q: 3 clusters Score -4457966 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -4457920.000000 Penalty: 993.705505
	Iteration 56Q: 3 clusters Score -4457920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -4457866.500000 Penalty: 993.705505
	Iteration 57Q: 3 clusters Score -4457866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4457855.000000 Penalty: 993.705505
	Iteration 58Q: 3 clusters Score -4457855 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4457807.000000 Penalty: 993.705505
	Iteration 59Q: 3 clusters Score -4457807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4457769.000000 Penalty: 993.705505
	Iteration 60F: 3 clusters Score -4457769 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4457720.500000 Penalty: 993.705505
	Iteration 61Q: 3 clusters Score -4457720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4457692.500000 Penalty: 993.705505
	Iteration 62Q: 3 clusters Score -4457692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4457662.500000 Penalty: 993.705505
	Iteration 63Q: 3 clusters Score -4457662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4457645.500000 Penalty: 993.705505
	Iteration 64Q: 3 clusters Score -4457646 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4457638.000000 Penalty: 993.705505
	Iteration 65Q: 3 clusters Score -4457638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4457615.000000 Penalty: 993.705505
	Iteration 66Q: 3 clusters Score -4457615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4457582.500000 Penalty: 993.705505
	Iteration 67Q: 3 clusters Score -4457582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4457563.000000 Penalty: 993.705505
	Iteration 68Q: 3 clusters Score -4457563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4457553.500000 Penalty: 993.705505
	Iteration 69Q: 3 clusters Score -4457554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4457495.500000 Penalty: 993.705505
	Iteration 70Q: 3 clusters Score -4457496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4457499.500000 Penalty: 993.705505
	Iteration 71Q: 3 clusters Score -4457500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4457462.500000 Penalty: 993.705505
	Iteration 72Q: 3 clusters Score -4457462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4457446.000000 Penalty: 993.705505
	Iteration 73Q: 3 clusters Score -4457446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4457422.500000 Penalty: 993.705505
	Iteration 74Q: 3 clusters Score -4457422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4457394.500000 Penalty: 993.705505
	Iteration 75Q: 3 clusters Score -4457394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4457382.000000 Penalty: 993.705505
	Iteration 76Q: 3 clusters Score -4457382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4457357.000000 Penalty: 993.705505
	Iteration 77Q: 3 clusters Score -4457357 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4457322.000000 Penalty: 993.705505
	Iteration 78Q: 3 clusters Score -4457322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4457282.000000 Penalty: 993.705505
	Iteration 79Q: 3 clusters Score -4457282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4457243.500000 Penalty: 993.705505
	Iteration 80F: 3 clusters Score -4457244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4457245.500000 Penalty: 993.705505
	Iteration 81Q: 3 clusters Score -4457246 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4457234.500000 Penalty: 993.705505
	Iteration 82Q: 3 clusters Score -4457234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4457244.000000 Penalty: 993.705505
	Iteration 83Q: 3 clusters Score -4457244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4457231.000000 Penalty: 993.705505
	Iteration 84Q: 3 clusters Score -4457231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -4457203.500000 Penalty: 993.705505
	Iteration 85Q: 3 clusters Score -4457204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -4457167.000000 Penalty: 993.705505
	Iteration 86Q: 3 clusters Score -4457167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4457148.000000 Penalty: 993.705505
	Iteration 87Q: 3 clusters Score -4457148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4457150.000000 Penalty: 993.705505
	Iteration 88Q: 3 clusters Score -4457150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4457119.000000 Penalty: 993.705505
	Iteration 89Q: 3 clusters Score -4457119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4457128.000000 Penalty: 993.705505
	Iteration 90Q: 3 clusters Score -4457128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -4457109.500000 Penalty: 993.705505
	Iteration 91Q: 3 clusters Score -4457110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -4457118.000000 Penalty: 993.705505
	Iteration 92Q: 3 clusters Score -4457118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4457123.000000 Penalty: 993.705505
	Iteration 93Q: 3 clusters Score -4457123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4457122.500000 Penalty: 993.705505
	Iteration 94Q: 3 clusters Score -4457122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4457129.500000 Penalty: 993.705505
	Iteration 95Q: 3 clusters Score -4457130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4457134.500000 Penalty: 993.705505
	Iteration 96Q: 3 clusters Score -4457134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4457139.000000 Penalty: 993.705505
	Iteration 97Q: 3 clusters Score -4457139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4457133.000000 Penalty: 993.705505
	Iteration 98Q: 3 clusters Score -4457133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4457124.500000 Penalty: 993.705505
	Iteration 99Q: 3 clusters Score -4457124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4457126.000000 Penalty: 993.705505
	Iteration 100F: 3 clusters Score -4457126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4457120.000000 Penalty: 993.705505
	Iteration 101Q: 3 clusters Score -4457120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4457112.000000 Penalty: 993.705505
	Iteration 102Q: 3 clusters Score -4457112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4457107.000000 Penalty: 993.705505
	Iteration 103Q: 3 clusters Score -4457107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4457102.500000 Penalty: 993.705505
	Iteration 104Q: 3 clusters Score -4457102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4457099.500000 Penalty: 993.705505
	Iteration 105Q: 3 clusters Score -4457100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4457104.500000 Penalty: 993.705505
	Iteration 106Q: 3 clusters Score -4457104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4457103.000000 Penalty: 993.705505
	Iteration 107Q: 3 clusters Score -4457103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4457101.000000 Penalty: 993.705505
	Iteration 108Q: 3 clusters Score -4457101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4457105.500000 Penalty: 993.705505
	Iteration 109Q: 3 clusters Score -4457106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4457100.500000 Penalty: 993.705505
	Iteration 110Q: 3 clusters Score -4457100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4457096.000000 Penalty: 993.705505
	Iteration 111Q: 3 clusters Score -4457096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4457097.500000 Penalty: 993.705505
	Iteration 112Q: 3 clusters Score -4457098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4457099.000000 Penalty: 993.705505
	Iteration 113Q: 3 clusters Score -4457099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4457098.500000 Penalty: 993.705505
	Iteration 114Q: 3 clusters Score -4457098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -4457099.500000 Penalty: 993.705505
	Iteration 115Q: 3 clusters Score -4457100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4457090.000000 Penalty: 993.705505
	Iteration 116Q: 3 clusters Score -4457090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4457097.500000 Penalty: 993.705505
	Iteration 117Q: 3 clusters Score -4457098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4457105.500000 Penalty: 993.705505
	Iteration 118Q: 3 clusters Score -4457106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4457104.000000 Penalty: 993.705505
	Iteration 119Q: 3 clusters Score -4457104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4457095.000000 Penalty: 993.705505
	Iteration 120F: 3 clusters Score -4457095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4457099.500000 Penalty: 993.705505
	Iteration 121Q: 3 clusters Score -4457100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -4457098.500000 Penalty: 993.705505
	Iteration 122Q: 3 clusters Score -4457098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4457103.500000 Penalty: 993.705505
	Iteration 123Q: 3 clusters Score -4457104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4457103.500000 Penalty: 993.705505
	Iteration 124F: 3 clusters Score -4457104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 29164 members 
Entering Unmasked Estep 
Score: -41945636.000000 Penalty: 18660.029297
Splitting cluster 15 changes total score from -41783880.000000 to -41945636.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (33138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Entering Unmasked Estep 
Score: -2471222.500000 Penalty: 473.583832
	Iteration 0F: 2 clusters Score -2471222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2448970.750000 Penalty: 947.167664
	Iteration 0F: 3 clusters Score -2448971 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2458901.000000 Penalty: 947.167664
	Iteration 1F: 3 clusters Score -2458901 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2459846.750000 Penalty: 947.167664
	Iteration 2F: 3 clusters Score -2459847 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2461103.250000 Penalty: 947.167664
	Iteration 3F: 3 clusters Score -2461103 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2462466.500000 Penalty: 947.167664
	Iteration 4F: 3 clusters Score -2462466 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2463739.750000 Penalty: 947.167664
	Iteration 5F: 3 clusters Score -2463740 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2464525.000000 Penalty: 947.167664
	Iteration 6F: 3 clusters Score -2464525 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2465018.500000 Penalty: 947.167664
	Iteration 7Q: 3 clusters Score -2465018 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2465331.250000 Penalty: 947.167664
	Iteration 8Q: 3 clusters Score -2465331 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2465635.750000 Penalty: 947.167664
	Iteration 9Q: 3 clusters Score -2465636 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2465980.750000 Penalty: 947.167664
	Iteration 10Q: 3 clusters Score -2465981 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2466375.750000 Penalty: 947.167664
	Iteration 11Q: 3 clusters Score -2466376 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2466908.750000 Penalty: 947.167664
	Iteration 12Q: 3 clusters Score -2466909 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2467683.750000 Penalty: 947.167664
	Iteration 13Q: 3 clusters Score -2467684 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2468532.000000 Penalty: 947.167664
	Iteration 14Q: 3 clusters Score -2468532 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2469313.500000 Penalty: 947.167664
	Iteration 15Q: 3 clusters Score -2469314 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2469927.000000 Penalty: 947.167664
	Iteration 16Q: 3 clusters Score -2469927 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -2470415.750000 Penalty: 947.167664
	Iteration 17Q: 3 clusters Score -2470416 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -2470817.250000 Penalty: 947.167664
	Iteration 18Q: 3 clusters Score -2470817 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -2471153.750000 Penalty: 947.167664
	Iteration 19Q: 3 clusters Score -2471154 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -2471546.250000 Penalty: 947.167664
	Iteration 20F: 3 clusters Score -2471546 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -2471983.500000 Penalty: 947.167664
	Iteration 21Q: 3 clusters Score -2471984 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -2472157.750000 Penalty: 947.167664
	Iteration 22Q: 3 clusters Score -2472158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -2472281.750000 Penalty: 947.167664
	Iteration 23Q: 3 clusters Score -2472282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -2472384.000000 Penalty: 947.167664
	Iteration 24Q: 3 clusters Score -2472384 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -2472441.000000 Penalty: 947.167664
	Iteration 25Q: 3 clusters Score -2472441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -2472482.250000 Penalty: 947.167664
	Iteration 26Q: 3 clusters Score -2472482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -2472494.500000 Penalty: 947.167664
	Iteration 27Q: 3 clusters Score -2472494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -2472498.750000 Penalty: 947.167664
	Iteration 28Q: 3 clusters Score -2472499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -2472504.000000 Penalty: 947.167664
	Iteration 29Q: 3 clusters Score -2472504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -2472502.250000 Penalty: 947.167664
	Iteration 30Q: 3 clusters Score -2472502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -2472505.500000 Penalty: 947.167664
	Iteration 31Q: 3 clusters Score -2472506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2472501.000000 Penalty: 947.167664
	Iteration 32Q: 3 clusters Score -2472501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -2472502.750000 Penalty: 947.167664
	Iteration 33Q: 3 clusters Score -2472503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -2472506.250000 Penalty: 947.167664
	Iteration 34Q: 3 clusters Score -2472506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -2472506.000000 Penalty: 947.167664
	Iteration 35Q: 3 clusters Score -2472506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -2472505.750000 Penalty: 947.167664
	Iteration 36Q: 3 clusters Score -2472506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -2472506.250000 Penalty: 947.167664
	Iteration 37Q: 3 clusters Score -2472506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -2472507.000000 Penalty: 947.167664
	Iteration 38Q: 3 clusters Score -2472507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -2472509.500000 Penalty: 947.167664
	Iteration 39Q: 3 clusters Score -2472510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2472510.500000 Penalty: 947.167664
	Iteration 40F: 3 clusters Score -2472510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2472509.000000 Penalty: 947.167664
	Iteration 41Q: 3 clusters Score -2472509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -2472508.000000 Penalty: 947.167664
	Iteration 42Q: 3 clusters Score -2472508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2472506.250000 Penalty: 947.167664
	Iteration 43Q: 3 clusters Score -2472506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -2472506.250000 Penalty: 947.167664
	Iteration 44F: 3 clusters Score -2472506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 83476 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 29164 members 
Mstep: Class 32 contains 31152 members 
Entering Unmasked Estep 
Score: -41946968.000000 Penalty: 19261.964844
Splitting cluster 16 changes total score from -41783880.000000 to -41946968.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (83476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Entering Unmasked Estep 
Score: -6604161.500000 Penalty: 515.620300
	Iteration 0F: 2 clusters Score -6604162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -6621965.000000 Penalty: 1031.240601
	Iteration 0F: 3 clusters Score -6621965 nChanged 40931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6643945.000000 Penalty: 1031.240601
	Iteration 1F: 3 clusters Score -6643945 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -6646894.000000 Penalty: 1031.240601
	Iteration 2F: 3 clusters Score -6646894 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -6652096.500000 Penalty: 1031.240601
	Iteration 3F: 3 clusters Score -6652096 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -6656769.500000 Penalty: 1031.240601
	Iteration 4F: 3 clusters Score -6656770 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -6659327.000000 Penalty: 1031.240601
	Iteration 5F: 3 clusters Score -6659327 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6659646.000000 Penalty: 1031.240601
	Iteration 6Q: 3 clusters Score -6659646 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6659780.500000 Penalty: 1031.240601
	Iteration 7Q: 3 clusters Score -6659780 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6659730.500000 Penalty: 1031.240601
	Iteration 8Q: 3 clusters Score -6659730 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6659798.500000 Penalty: 1031.240601
	Iteration 9Q: 3 clusters Score -6659798 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -6659827.500000 Penalty: 1031.240601
	Iteration 10Q: 3 clusters Score -6659828 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6659738.500000 Penalty: 1031.240601
	Iteration 11Q: 3 clusters Score -6659738 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -6659765.000000 Penalty: 1031.240601
	Iteration 12Q: 3 clusters Score -6659765 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -6659640.000000 Penalty: 1031.240601
	Iteration 13Q: 3 clusters Score -6659640 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -6659534.500000 Penalty: 1031.240601
	Iteration 14Q: 3 clusters Score -6659534 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -6659484.000000 Penalty: 1031.240601
	Iteration 15Q: 3 clusters Score -6659484 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6659556.000000 Penalty: 1031.240601
	Iteration 16Q: 3 clusters Score -6659556 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -6659588.500000 Penalty: 1031.240601
	Iteration 17Q: 3 clusters Score -6659588 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -6659655.000000 Penalty: 1031.240601
	Iteration 18Q: 3 clusters Score -6659655 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -6659710.000000 Penalty: 1031.240601
	Iteration 19Q: 3 clusters Score -6659710 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -6659792.000000 Penalty: 1031.240601
	Iteration 20F: 3 clusters Score -6659792 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -6659783.500000 Penalty: 1031.240601
	Iteration 21Q: 3 clusters Score -6659784 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6659854.000000 Penalty: 1031.240601
	Iteration 22Q: 3 clusters Score -6659854 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -6659850.000000 Penalty: 1031.240601
	Iteration 23Q: 3 clusters Score -6659850 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -6659898.500000 Penalty: 1031.240601
	Iteration 24Q: 3 clusters Score -6659898 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -6659800.000000 Penalty: 1031.240601
	Iteration 25Q: 3 clusters Score -6659800 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -6659845.000000 Penalty: 1031.240601
	Iteration 26Q: 3 clusters Score -6659845 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6659982.000000 Penalty: 1031.240601
	Iteration 27Q: 3 clusters Score -6659982 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -6660036.500000 Penalty: 1031.240601
	Iteration 28Q: 3 clusters Score -6660036 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -6660379.000000 Penalty: 1031.240601
	Iteration 29Q: 3 clusters Score -6660379 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -6660826.000000 Penalty: 1031.240601
	Iteration 30Q: 3 clusters Score -6660826 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6661561.500000 Penalty: 1031.240601
	Iteration 31Q: 3 clusters Score -6661562 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6662276.000000 Penalty: 1031.240601
	Iteration 32Q: 3 clusters Score -6662276 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -6663216.500000 Penalty: 1031.240601
	Iteration 33Q: 3 clusters Score -6663216 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -6663658.500000 Penalty: 1031.240601
	Iteration 34Q: 3 clusters Score -6663658 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -6663381.000000 Penalty: 1031.240601
	Iteration 35Q: 3 clusters Score -6663381 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -6662809.000000 Penalty: 1031.240601
	Iteration 36Q: 3 clusters Score -6662809 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -6662590.000000 Penalty: 1031.240601
	Iteration 37Q: 3 clusters Score -6662590 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -6662576.000000 Penalty: 1031.240601
	Iteration 38Q: 3 clusters Score -6662576 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -6662603.000000 Penalty: 1031.240601
	Iteration 39Q: 3 clusters Score -6662603 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -6662771.500000 Penalty: 1031.240601
	Iteration 40F: 3 clusters Score -6662772 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -6662658.500000 Penalty: 1031.240601
	Iteration 41Q: 3 clusters Score -6662658 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -6662587.000000 Penalty: 1031.240601
	Iteration 42Q: 3 clusters Score -6662587 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6662555.500000 Penalty: 1031.240601
	Iteration 43Q: 3 clusters Score -6662556 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -6662596.000000 Penalty: 1031.240601
	Iteration 44Q: 3 clusters Score -6662596 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -6662578.000000 Penalty: 1031.240601
	Iteration 45Q: 3 clusters Score -6662578 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -6662593.000000 Penalty: 1031.240601
	Iteration 46Q: 3 clusters Score -6662593 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6662612.000000 Penalty: 1031.240601
	Iteration 47Q: 3 clusters Score -6662612 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -6662649.000000 Penalty: 1031.240601
	Iteration 48Q: 3 clusters Score -6662649 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6662836.000000 Penalty: 1031.240601
	Iteration 49Q: 3 clusters Score -6662836 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6662968.500000 Penalty: 1031.240601
	Iteration 50Q: 3 clusters Score -6662968 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -6663106.000000 Penalty: 1031.240601
	Iteration 51Q: 3 clusters Score -6663106 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6663111.500000 Penalty: 1031.240601
	Iteration 52Q: 3 clusters Score -6663112 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -6663013.000000 Penalty: 1031.240601
	Iteration 53Q: 3 clusters Score -6663013 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -6662952.500000 Penalty: 1031.240601
	Iteration 54Q: 3 clusters Score -6662952 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -6662974.000000 Penalty: 1031.240601
	Iteration 55Q: 3 clusters Score -6662974 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -6662926.500000 Penalty: 1031.240601
	Iteration 56Q: 3 clusters Score -6662926 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -6662696.500000 Penalty: 1031.240601
	Iteration 57Q: 3 clusters Score -6662696 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -6662663.000000 Penalty: 1031.240601
	Iteration 58Q: 3 clusters Score -6662663 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6662632.000000 Penalty: 1031.240601
	Iteration 59Q: 3 clusters Score -6662632 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6662872.500000 Penalty: 1031.240601
	Iteration 60F: 3 clusters Score -6662872 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -6663249.500000 Penalty: 1031.240601
	Iteration 61Q: 3 clusters Score -6663250 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6663775.500000 Penalty: 1031.240601
	Iteration 62Q: 3 clusters Score -6663776 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -6664118.500000 Penalty: 1031.240601
	Iteration 63Q: 3 clusters Score -6664118 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6664520.500000 Penalty: 1031.240601
	Iteration 64Q: 3 clusters Score -6664520 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -6664875.500000 Penalty: 1031.240601
	Iteration 65Q: 3 clusters Score -6664876 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6665256.500000 Penalty: 1031.240601
	Iteration 66Q: 3 clusters Score -6665256 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -6665545.500000 Penalty: 1031.240601
	Iteration 67Q: 3 clusters Score -6665546 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -6665840.000000 Penalty: 1031.240601
	Iteration 68Q: 3 clusters Score -6665840 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -6666083.000000 Penalty: 1031.240601
	Iteration 69Q: 3 clusters Score -6666083 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6666347.500000 Penalty: 1031.240601
	Iteration 70Q: 3 clusters Score -6666348 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -6666575.000000 Penalty: 1031.240601
	Iteration 71Q: 3 clusters Score -6666575 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6666833.500000 Penalty: 1031.240601
	Iteration 72Q: 3 clusters Score -6666834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6666964.500000 Penalty: 1031.240601
	Iteration 73Q: 3 clusters Score -6666964 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6667189.000000 Penalty: 1031.240601
	Iteration 74Q: 3 clusters Score -6667189 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6667304.000000 Penalty: 1031.240601
	Iteration 75Q: 3 clusters Score -6667304 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -6667387.500000 Penalty: 1031.240601
	Iteration 76Q: 3 clusters Score -6667388 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -6667540.500000 Penalty: 1031.240601
	Iteration 77Q: 3 clusters Score -6667540 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6667637.000000 Penalty: 1031.240601
	Iteration 78Q: 3 clusters Score -6667637 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6667645.500000 Penalty: 1031.240601
	Iteration 79Q: 3 clusters Score -6667646 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -6667644.000000 Penalty: 1031.240601
	Iteration 80F: 3 clusters Score -6667644 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -6667637.500000 Penalty: 1031.240601
	Iteration 81Q: 3 clusters Score -6667638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -6667678.000000 Penalty: 1031.240601
	Iteration 82Q: 3 clusters Score -6667678 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6667737.500000 Penalty: 1031.240601
	Iteration 83Q: 3 clusters Score -6667738 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6667718.000000 Penalty: 1031.240601
	Iteration 84Q: 3 clusters Score -6667718 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6667734.500000 Penalty: 1031.240601
	Iteration 85Q: 3 clusters Score -6667734 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -6667818.000000 Penalty: 1031.240601
	Iteration 86Q: 3 clusters Score -6667818 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -6667887.500000 Penalty: 1031.240601
	Iteration 87Q: 3 clusters Score -6667888 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -6667956.000000 Penalty: 1031.240601
	Iteration 88Q: 3 clusters Score -6667956 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -6668015.500000 Penalty: 1031.240601
	Iteration 89Q: 3 clusters Score -6668016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6668005.000000 Penalty: 1031.240601
	Iteration 90Q: 3 clusters Score -6668005 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -6668042.500000 Penalty: 1031.240601
	Iteration 91Q: 3 clusters Score -6668042 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6668138.500000 Penalty: 1031.240601
	Iteration 92Q: 3 clusters Score -6668138 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6668246.000000 Penalty: 1031.240601
	Iteration 93Q: 3 clusters Score -6668246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6668273.000000 Penalty: 1031.240601
	Iteration 94Q: 3 clusters Score -6668273 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6668298.000000 Penalty: 1031.240601
	Iteration 95Q: 3 clusters Score -6668298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -6668325.000000 Penalty: 1031.240601
	Iteration 96Q: 3 clusters Score -6668325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6668371.500000 Penalty: 1031.240601
	Iteration 97Q: 3 clusters Score -6668372 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6668401.500000 Penalty: 1031.240601
	Iteration 98Q: 3 clusters Score -6668402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6668429.000000 Penalty: 1031.240601
	Iteration 99Q: 3 clusters Score -6668429 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6668475.000000 Penalty: 1031.240601
	Iteration 100F: 3 clusters Score -6668475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6668486.500000 Penalty: 1031.240601
	Iteration 101Q: 3 clusters Score -6668486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -6668492.000000 Penalty: 1031.240601
	Iteration 102Q: 3 clusters Score -6668492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6668490.000000 Penalty: 1031.240601
	Iteration 103Q: 3 clusters Score -6668490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6668491.000000 Penalty: 1031.240601
	Iteration 104Q: 3 clusters Score -6668491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -6668475.500000 Penalty: 1031.240601
	Iteration 105Q: 3 clusters Score -6668476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6668466.500000 Penalty: 1031.240601
	Iteration 106Q: 3 clusters Score -6668466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -6668448.000000 Penalty: 1031.240601
	Iteration 107Q: 3 clusters Score -6668448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -6668440.000000 Penalty: 1031.240601
	Iteration 108Q: 3 clusters Score -6668440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -6668434.000000 Penalty: 1031.240601
	Iteration 109Q: 3 clusters Score -6668434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6668434.500000 Penalty: 1031.240601
	Iteration 110Q: 3 clusters Score -6668434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -6668433.000000 Penalty: 1031.240601
	Iteration 111Q: 3 clusters Score -6668433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -6668416.000000 Penalty: 1031.240601
	Iteration 112Q: 3 clusters Score -6668416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -6668400.500000 Penalty: 1031.240601
	Iteration 113Q: 3 clusters Score -6668400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6668410.500000 Penalty: 1031.240601
	Iteration 114Q: 3 clusters Score -6668410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -6668385.500000 Penalty: 1031.240601
	Iteration 115Q: 3 clusters Score -6668386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -6668393.500000 Penalty: 1031.240601
	Iteration 116Q: 3 clusters Score -6668394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -6668375.500000 Penalty: 1031.240601
	Iteration 117Q: 3 clusters Score -6668376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6668379.000000 Penalty: 1031.240601
	Iteration 118Q: 3 clusters Score -6668379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -6668351.500000 Penalty: 1031.240601
	Iteration 119Q: 3 clusters Score -6668352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6668340.000000 Penalty: 1031.240601
	Iteration 120F: 3 clusters Score -6668340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -6668339.500000 Penalty: 1031.240601
	Iteration 121Q: 3 clusters Score -6668340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6668344.500000 Penalty: 1031.240601
	Iteration 122Q: 3 clusters Score -6668344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6668346.500000 Penalty: 1031.240601
	Iteration 123Q: 3 clusters Score -6668346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6668342.500000 Penalty: 1031.240601
	Iteration 124Q: 3 clusters Score -6668342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6668342.000000 Penalty: 1031.240601
	Iteration 125Q: 3 clusters Score -6668342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6668343.500000 Penalty: 1031.240601
	Iteration 126Q: 3 clusters Score -6668344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -6668339.000000 Penalty: 1031.240601
	Iteration 127Q: 3 clusters Score -6668339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -6668336.500000 Penalty: 1031.240601
	Iteration 128Q: 3 clusters Score -6668336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6668345.000000 Penalty: 1031.240601
	Iteration 129Q: 3 clusters Score -6668345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -6668345.000000 Penalty: 1031.240601
	Iteration 130F: 3 clusters Score -6668345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 38863 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 29164 members 
Mstep: Class 32 contains 31152 members 
Mstep: Class 33 contains 44613 members 
Entering Unmasked Estep 
Score: -42011216.000000 Penalty: 19863.902344
Splitting cluster 17 changes total score from -41783880.000000 to -42011216.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -102804.687500 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -102804.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -101319.875000 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -101319.9 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -102726.453125 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -102726.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -103697.117188 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -103697.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -104314.359375 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -104314.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -104591.578125 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -104591.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -104731.296875 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -104731.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -104839.078125 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -104839.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -105000.960938 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -105001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -105171.179688 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -105171.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -105259.968750 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -105260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -105318.296875 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -105318.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105335.203125 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -105335.2 nChanged 8
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: -105338.109375 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -105338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -105340.203125 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -105340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -105342.421875 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -105342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -105343.648438 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -105343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -105344.242188 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -105344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -105344.890625 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -105344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -105345.312500 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -105345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -105345.531250 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -105345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -105345.617188 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -105345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 38863 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 1041 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 452 members 
Mstep: Class 23 contains 1863 members 
Mstep: Class 24 contains 36915 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 560 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 72255 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 29164 members 
Mstep: Class 32 contains 31152 members 
Mstep: Class 33 contains 44613 members 
Mstep: Class 34 contains 1042 members 
Entering Unmasked Estep 
Score: -42013512.000000 Penalty: 20465.837891
Splitting cluster 19 changes total score from -41783880.000000 to -42013512.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4601 members 
Mstep: Class 3 contains 42755 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 210 members 
Mstep: Class 6 contains 673 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 322 members 
Mstep: Class 11 contains 1093 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 40673 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 26098 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 38863 members 
Mstep: Class 19 contains 1041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42038440.000000 Penalty: 20465.837891
Iteration 39Q: 35 clusters Score -4.203844e+07 nChanged 33958
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 41026 members 
Mstep: Class 4 contains 30766 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 49586 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 3599 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 42975 members 
Mstep: Class 14 contains 482 members 
Mstep: Class 15 contains 27754 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 17 contains 38313 members 
Mstep: Class 18 contains 48417 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 30626 members 
Mstep: Class 22 contains 455 members 
Mstep: Class 23 contains 1963 members 
Mstep: Class 24 contains 35183 members 
Mstep: Class 25 contains 2078 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 954 members 
Mstep: Class 29 contains 72132 members 
Mstep: Class 30 contains 314 members 
Mstep: Class 31 contains 27227 members 
Mstep: Class 32 contains 28147 members 
Mstep: Class 33 contains 41316 members 
Mstep: Class 34 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42052744.000000 Penalty: 20465.837891
Iteration 40F: 35 clusters Score -4.205274e+07 nChanged 32735
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4777 members 
Mstep: Class 3 contains 37320 members 
Mstep: Class 4 contains 32393 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 51116 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 558 members 
Mstep: Class 10 contains 3645 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 568 members 
Mstep: Class 13 contains 43966 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 28231 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 35281 members 
Mstep: Class 18 contains 47346 members 
Mstep: Class 19 contains 978 members 
Mstep: Class 20 contains 12831 members 
Mstep: Class 21 contains 31049 members 
Mstep: Class 22 contains 461 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 36872 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 139 members 
Mstep: Class 27 contains 642 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 74701 members 
Mstep: Class 30 contains 339 members 
Mstep: Class 31 contains 26069 members 
Mstep: Class 32 contains 27849 members 
Mstep: Class 33 contains 41194 members 
Mstep: Class 34 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42051724.000000 Penalty: 20465.837891
Iteration 41F: 35 clusters Score -4.205172e+07 nChanged 23841
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 34976 members 
Mstep: Class 4 contains 32782 members 
Mstep: Class 5 contains 227 members 
Mstep: Class 6 contains 700 members 
Mstep: Class 7 contains 49288 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 13 contains 45909 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 28384 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 34731 members 
Mstep: Class 18 contains 46913 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 12899 members 
Mstep: Class 21 contains 31465 members 
Mstep: Class 22 contains 468 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 37989 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 137 members 
Mstep: Class 27 contains 639 members 
Mstep: Class 28 contains 1125 members 
Mstep: Class 29 contains 75002 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 25680 members 
Mstep: Class 32 contains 27838 members 
Mstep: Class 33 contains 42351 members 
Mstep: Class 34 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42056348.000000 Penalty: 20465.837891
Iteration 42Q: 35 clusters Score -4.205635e+07 nChanged 17463
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 33009 members 
Mstep: Class 4 contains 32381 members 
Mstep: Class 5 contains 231 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 48619 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 722 members 
Mstep: Class 10 contains 3648 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 48104 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 34917 members 
Mstep: Class 18 contains 46833 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 12883 members 
Mstep: Class 21 contains 31815 members 
Mstep: Class 22 contains 474 members 
Mstep: Class 23 contains 2065 members 
Mstep: Class 24 contains 38442 members 
Mstep: Class 25 contains 1831 members 
Mstep: Class 26 contains 131 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 1158 members 
Mstep: Class 29 contains 74784 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 25995 members 
Mstep: Class 32 contains 27814 members 
Mstep: Class 33 contains 42298 members 
Mstep: Class 34 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42058148.000000 Penalty: 20465.837891
Iteration 43Q: 35 clusters Score -4.205815e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 30936 members 
Mstep: Class 4 contains 31745 members 
Mstep: Class 5 contains 230 members 
Mstep: Class 6 contains 705 members 
Mstep: Class 7 contains 47830 members 
Mstep: Class 8 contains 6873 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 50582 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 28071 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 35300 members 
Mstep: Class 18 contains 46969 members 
Mstep: Class 19 contains 881 members 
Mstep: Class 20 contains 12861 members 
Mstep: Class 21 contains 32044 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 38512 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 126 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 74412 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 26675 members 
Mstep: Class 32 contains 27695 members 
Mstep: Class 33 contains 42565 members 
Mstep: Class 34 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059912.000000 Penalty: 20465.837891
Iteration 44Q: 35 clusters Score -4.205991e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 28238 members 
Mstep: Class 4 contains 31033 members 
Mstep: Class 5 contains 229 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 47218 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 3627 members 
Mstep: Class 11 contains 1137 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 53323 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 27821 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 35804 members 
Mstep: Class 18 contains 47311 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 12794 members 
Mstep: Class 21 contains 31971 members 
Mstep: Class 22 contains 493 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 38612 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 122 members 
Mstep: Class 27 contains 596 members 
Mstep: Class 28 contains 1237 members 
Mstep: Class 29 contains 74431 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 27463 members 
Mstep: Class 32 contains 27611 members 
Mstep: Class 33 contains 42552 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059620.000000 Penalty: 20465.837891
Iteration 45Q: 35 clusters Score -4.205962e+07 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 25193 members 
Mstep: Class 4 contains 30351 members 
Mstep: Class 5 contains 231 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 46703 members 
Mstep: Class 8 contains 6809 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 27576 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 17 contains 36131 members 
Mstep: Class 18 contains 47688 members 
Mstep: Class 19 contains 842 members 
Mstep: Class 20 contains 12641 members 
Mstep: Class 21 contains 31722 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 38736 members 
Mstep: Class 25 contains 1560 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 591 members 
Mstep: Class 28 contains 1254 members 
Mstep: Class 29 contains 74823 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 28302 members 
Mstep: Class 32 contains 27594 members 
Mstep: Class 33 contains 42579 members 
Mstep: Class 34 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42057856.000000 Penalty: 20465.837891
Iteration 46Q: 35 clusters Score -4.205786e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 22650 members 
Mstep: Class 4 contains 29756 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 1133 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 58593 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 27338 members 
Mstep: Class 16 contains 2097 members 
Mstep: Class 17 contains 36268 members 
Mstep: Class 18 contains 48055 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 12360 members 
Mstep: Class 21 contains 31363 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 38817 members 
Mstep: Class 25 contains 1519 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 588 members 
Mstep: Class 28 contains 1267 members 
Mstep: Class 29 contains 75101 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 29123 members 
Mstep: Class 32 contains 27601 members 
Mstep: Class 33 contains 42656 members 
Mstep: Class 34 contains 917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42054868.000000 Penalty: 20465.837891
Iteration 47Q: 35 clusters Score -4.205487e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 20960 members 
Mstep: Class 4 contains 29181 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 785 members 
Mstep: Class 7 contains 45872 members 
Mstep: Class 8 contains 6747 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 13 contains 60277 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27158 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 17 contains 36449 members 
Mstep: Class 18 contains 48425 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 30886 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 38871 members 
Mstep: Class 25 contains 1492 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 75478 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 29907 members 
Mstep: Class 32 contains 27631 members 
Mstep: Class 33 contains 42883 members 
Mstep: Class 34 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42051216.000000 Penalty: 20465.837891
Iteration 48Q: 35 clusters Score -4.205122e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 20168 members 
Mstep: Class 4 contains 28578 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 60990 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 26989 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 17 contains 36619 members 
Mstep: Class 18 contains 48799 members 
Mstep: Class 19 contains 820 members 
Mstep: Class 20 contains 11509 members 
Mstep: Class 21 contains 30338 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2092 members 
Mstep: Class 24 contains 38825 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1279 members 
Mstep: Class 29 contains 76045 members 
Mstep: Class 30 contains 359 members 
Mstep: Class 31 contains 30748 members 
Mstep: Class 32 contains 27601 members 
Mstep: Class 33 contains 42978 members 
Mstep: Class 34 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048248.000000 Penalty: 20465.837891
Iteration 49Q: 35 clusters Score -4.204825e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 20033 members 
Mstep: Class 4 contains 28033 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 802 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 61205 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 26906 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 36785 members 
Mstep: Class 18 contains 49209 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 10961 members 
Mstep: Class 21 contains 29701 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 38830 members 
Mstep: Class 25 contains 1485 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1273 members 
Mstep: Class 29 contains 76531 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 31511 members 
Mstep: Class 32 contains 27566 members 
Mstep: Class 33 contains 43164 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42047224.000000 Penalty: 20465.837891
Iteration 50Q: 35 clusters Score -4.204722e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 20249 members 
Mstep: Class 4 contains 27614 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 45054 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 575 members 
Mstep: Class 13 contains 61084 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26850 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 17 contains 36929 members 
Mstep: Class 18 contains 49604 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 10424 members 
Mstep: Class 21 contains 28994 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2113 members 
Mstep: Class 24 contains 38818 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1268 members 
Mstep: Class 29 contains 77006 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 32226 members 
Mstep: Class 32 contains 27496 members 
Mstep: Class 33 contains 43226 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046832.000000 Penalty: 20465.837891
Iteration 51Q: 35 clusters Score -4.204683e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 20585 members 
Mstep: Class 4 contains 27296 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 44778 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 1374 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 60801 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26741 members 
Mstep: Class 16 contains 2133 members 
Mstep: Class 17 contains 37098 members 
Mstep: Class 18 contains 49882 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 9985 members 
Mstep: Class 21 contains 28337 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2111 members 
Mstep: Class 24 contains 38808 members 
Mstep: Class 25 contains 1482 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1265 members 
Mstep: Class 29 contains 77432 members 
Mstep: Class 30 contains 351 members 
Mstep: Class 31 contains 32939 members 
Mstep: Class 32 contains 27436 members 
Mstep: Class 33 contains 43337 members 
Mstep: Class 34 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046864.000000 Penalty: 20465.837891
Iteration 52Q: 35 clusters Score -4.204686e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 20925 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 820 members 
Mstep: Class 7 contains 44497 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 13 contains 60474 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26644 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 37207 members 
Mstep: Class 18 contains 50104 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 9609 members 
Mstep: Class 21 contains 27719 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 38810 members 
Mstep: Class 25 contains 1477 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1261 members 
Mstep: Class 29 contains 77817 members 
Mstep: Class 30 contains 346 members 
Mstep: Class 31 contains 33666 members 
Mstep: Class 32 contains 27389 members 
Mstep: Class 33 contains 43501 members 
Mstep: Class 34 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046888.000000 Penalty: 20465.837891
Iteration 53Q: 35 clusters Score -4.204689e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 21210 members 
Mstep: Class 4 contains 26671 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 7 contains 44184 members 
Mstep: Class 8 contains 6680 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 3543 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 60155 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26570 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 37268 members 
Mstep: Class 18 contains 50281 members 
Mstep: Class 19 contains 823 members 
Mstep: Class 20 contains 9317 members 
Mstep: Class 21 contains 27174 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 38859 members 
Mstep: Class 25 contains 1475 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1255 members 
Mstep: Class 29 contains 78152 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 34342 members 
Mstep: Class 32 contains 27343 members 
Mstep: Class 33 contains 43700 members 
Mstep: Class 34 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046936.000000 Penalty: 20465.837891
Iteration 54Q: 35 clusters Score -4.204694e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 21429 members 
Mstep: Class 4 contains 26373 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 829 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 1461 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 59740 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26512 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 37231 members 
Mstep: Class 18 contains 50335 members 
Mstep: Class 19 contains 823 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 26715 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 38880 members 
Mstep: Class 25 contains 1471 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 78628 members 
Mstep: Class 30 contains 343 members 
Mstep: Class 31 contains 35003 members 
Mstep: Class 32 contains 27294 members 
Mstep: Class 33 contains 43917 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42047584.000000 Penalty: 20465.837891
Iteration 55Q: 35 clusters Score -4.204758e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 21633 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 832 members 
Mstep: Class 7 contains 43614 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 1491 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 571 members 
Mstep: Class 13 contains 59255 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26460 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 37219 members 
Mstep: Class 18 contains 50292 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 8824 members 
Mstep: Class 21 contains 26350 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 38882 members 
Mstep: Class 25 contains 1468 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1252 members 
Mstep: Class 29 contains 79124 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 35712 members 
Mstep: Class 32 contains 27273 members 
Mstep: Class 33 contains 44276 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048032.000000 Penalty: 20465.837891
Iteration 56Q: 35 clusters Score -4.204803e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 25536 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 43187 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 58815 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26427 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 37319 members 
Mstep: Class 18 contains 50198 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 26093 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 38898 members 
Mstep: Class 25 contains 1470 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1250 members 
Mstep: Class 29 contains 79650 members 
Mstep: Class 30 contains 344 members 
Mstep: Class 31 contains 36508 members 
Mstep: Class 32 contains 27225 members 
Mstep: Class 33 contains 44578 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048432.000000 Penalty: 20465.837891
Iteration 57Q: 35 clusters Score -4.204843e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5826 members 
Mstep: Class 3 contains 21761 members 
Mstep: Class 4 contains 24993 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 42797 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 1540 members 
Mstep: Class 10 contains 3540 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 58420 members 
Mstep: Class 14 contains 429 members 
Mstep: Class 15 contains 26480 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 37478 members 
Mstep: Class 18 contains 50066 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 25845 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2115 members 
Mstep: Class 24 contains 38931 members 
Mstep: Class 25 contains 1473 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1244 members 
Mstep: Class 29 contains 80233 members 
Mstep: Class 30 contains 345 members 
Mstep: Class 31 contains 37294 members 
Mstep: Class 32 contains 27193 members 
Mstep: Class 33 contains 44767 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048516.000000 Penalty: 20465.837891
Iteration 58Q: 35 clusters Score -4.204852e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 24416 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 42432 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 1553 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 57999 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 26629 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 37685 members 
Mstep: Class 18 contains 49908 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 25639 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 38996 members 
Mstep: Class 25 contains 1475 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1239 members 
Mstep: Class 29 contains 80881 members 
Mstep: Class 30 contains 348 members 
Mstep: Class 31 contains 37997 members 
Mstep: Class 32 contains 27148 members 
Mstep: Class 33 contains 44867 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42050660.000000 Penalty: 20465.837891
Iteration 59Q: 35 clusters Score -4.205066e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5987 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 23860 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 832 members 
Mstep: Class 7 contains 42062 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 1573 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 1129 members 
Mstep: Class 12 contains 570 members 
Mstep: Class 13 contains 57287 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 26812 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 37866 members 
Mstep: Class 18 contains 49768 members 
Mstep: Class 19 contains 821 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 25461 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 39068 members 
Mstep: Class 25 contains 1479 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1235 members 
Mstep: Class 29 contains 81857 members 
Mstep: Class 30 contains 350 members 
Mstep: Class 31 contains 38603 members 
Mstep: Class 32 contains 27115 members 
Mstep: Class 33 contains 44996 members 
Mstep: Class 34 contains 921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42055508.000000 Penalty: 20465.837891
Iteration 60F: 35 clusters Score -4.205551e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 20638 members 
Mstep: Class 4 contains 23305 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 857 members 
Mstep: Class 7 contains 41728 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 57241 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 26991 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 17 contains 38115 members 
Mstep: Class 18 contains 49657 members 
Mstep: Class 19 contains 805 members 
Mstep: Class 20 contains 7847 members 
Mstep: Class 21 contains 25288 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2127 members 
Mstep: Class 24 contains 39098 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 1231 members 
Mstep: Class 29 contains 83084 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 39184 members 
Mstep: Class 32 contains 27043 members 
Mstep: Class 33 contains 45068 members 
Mstep: Class 34 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42056444.000000 Penalty: 20465.837891
Iteration 61Q: 35 clusters Score -4.205644e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 19908 members 
Mstep: Class 4 contains 22850 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 41444 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 1812 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 13 contains 56540 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27226 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 38431 members 
Mstep: Class 18 contains 49564 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 7714 members 
Mstep: Class 21 contains 25107 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 2132 members 
Mstep: Class 24 contains 39062 members 
Mstep: Class 25 contains 1458 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 1228 members 
Mstep: Class 29 contains 84593 members 
Mstep: Class 30 contains 356 members 
Mstep: Class 31 contains 39617 members 
Mstep: Class 32 contains 26966 members 
Mstep: Class 33 contains 45093 members 
Mstep: Class 34 contains 895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42058260.000000 Penalty: 20465.837891
Iteration 62Q: 35 clusters Score -4.205826e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 19457 members 
Mstep: Class 4 contains 22445 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 41312 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 55246 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27465 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 38688 members 
Mstep: Class 18 contains 49468 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 7605 members 
Mstep: Class 21 contains 24992 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 2132 members 
Mstep: Class 24 contains 39029 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 1228 members 
Mstep: Class 29 contains 86392 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 39920 members 
Mstep: Class 32 contains 26974 members 
Mstep: Class 33 contains 45026 members 
Mstep: Class 34 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059364.000000 Penalty: 20465.837891
Iteration 63Q: 35 clusters Score -4.205936e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 19115 members 
Mstep: Class 4 contains 22104 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 41222 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 53540 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 2302 members 
Mstep: Class 17 contains 38852 members 
Mstep: Class 18 contains 49376 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 7506 members 
Mstep: Class 21 contains 24916 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2132 members 
Mstep: Class 24 contains 39000 members 
Mstep: Class 25 contains 1428 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 1229 members 
Mstep: Class 29 contains 88417 members 
Mstep: Class 30 contains 377 members 
Mstep: Class 31 contains 40151 members 
Mstep: Class 32 contains 27007 members 
Mstep: Class 33 contains 45010 members 
Mstep: Class 34 contains 888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059800.000000 Penalty: 20465.837891
Iteration 64Q: 35 clusters Score -4.20598e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 18804 members 
Mstep: Class 4 contains 21893 members 
Mstep: Class 5 contains 236 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 41028 members 
Mstep: Class 8 contains 6678 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 51888 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27845 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 38964 members 
Mstep: Class 18 contains 49250 members 
Mstep: Class 19 contains 779 members 
Mstep: Class 20 contains 7403 members 
Mstep: Class 21 contains 24853 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2134 members 
Mstep: Class 24 contains 38944 members 
Mstep: Class 25 contains 1421 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 1229 members 
Mstep: Class 29 contains 90308 members 
Mstep: Class 30 contains 386 members 
Mstep: Class 31 contains 40333 members 
Mstep: Class 32 contains 27093 members 
Mstep: Class 33 contains 45166 members 
Mstep: Class 34 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42058288.000000 Penalty: 20465.837891
Iteration 65Q: 35 clusters Score -4.205829e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 18615 members 
Mstep: Class 4 contains 21778 members 
Mstep: Class 5 contains 235 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 40752 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 13 contains 50422 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27890 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 39094 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 24788 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2138 members 
Mstep: Class 24 contains 38914 members 
Mstep: Class 25 contains 1415 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 1231 members 
Mstep: Class 29 contains 91876 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 40511 members 
Mstep: Class 32 contains 27215 members 
Mstep: Class 33 contains 45362 members 
Mstep: Class 34 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42055996.000000 Penalty: 20465.837891
Iteration 66Q: 35 clusters Score -4.2056e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 18452 members 
Mstep: Class 4 contains 21720 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 40531 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 49273 members 
Mstep: Class 14 contains 430 members 
Mstep: Class 15 contains 27801 members 
Mstep: Class 16 contains 2340 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 18 contains 49020 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 7231 members 
Mstep: Class 21 contains 24735 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2139 members 
Mstep: Class 24 contains 38877 members 
Mstep: Class 25 contains 1412 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 574 members 
Mstep: Class 28 contains 1236 members 
Mstep: Class 29 contains 93116 members 
Mstep: Class 30 contains 402 members 
Mstep: Class 31 contains 40740 members 
Mstep: Class 32 contains 27315 members 
Mstep: Class 33 contains 45447 members 
Mstep: Class 34 contains 877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42054272.000000 Penalty: 20465.837891
Iteration 67Q: 35 clusters Score -4.205427e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6161 members 
Mstep: Class 3 contains 18360 members 
Mstep: Class 4 contains 21748 members 
Mstep: Class 5 contains 234 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 40405 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 13 contains 48464 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 39425 members 
Mstep: Class 18 contains 48922 members 
Mstep: Class 19 contains 765 members 
Mstep: Class 20 contains 7149 members 
Mstep: Class 21 contains 24667 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2140 members 
Mstep: Class 24 contains 38806 members 
Mstep: Class 25 contains 1411 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 1238 members 
Mstep: Class 29 contains 93976 members 
Mstep: Class 30 contains 406 members 
Mstep: Class 31 contains 40992 members 
Mstep: Class 32 contains 27441 members 
Mstep: Class 33 contains 45531 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42053044.000000 Penalty: 20465.837891
Iteration 68Q: 35 clusters Score -4.205304e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 21804 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 40216 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 569 members 
Mstep: Class 13 contains 47899 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 27355 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 39583 members 
Mstep: Class 18 contains 48840 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 24595 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2142 members 
Mstep: Class 24 contains 38696 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 571 members 
Mstep: Class 28 contains 1239 members 
Mstep: Class 29 contains 94604 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 41284 members 
Mstep: Class 32 contains 27534 members 
Mstep: Class 33 contains 45695 members 
Mstep: Class 34 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42052152.000000 Penalty: 20465.837891
Iteration 69Q: 35 clusters Score -4.205215e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6192 members 
Mstep: Class 3 contains 18220 members 
Mstep: Class 4 contains 21902 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 896 members 
Mstep: Class 7 contains 39978 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 13 contains 47540 members 
Mstep: Class 14 contains 431 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 39848 members 
Mstep: Class 18 contains 48784 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 24503 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2150 members 
Mstep: Class 24 contains 38570 members 
Mstep: Class 25 contains 1407 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 95028 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 41635 members 
Mstep: Class 32 contains 27600 members 
Mstep: Class 33 contains 45807 members 
Mstep: Class 34 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42051288.000000 Penalty: 20465.837891
Iteration 70Q: 35 clusters Score -4.205129e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 18184 members 
Mstep: Class 4 contains 22044 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39838 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 565 members 
Mstep: Class 13 contains 47269 members 
Mstep: Class 14 contains 432 members 
Mstep: Class 15 contains 26565 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 40118 members 
Mstep: Class 18 contains 48724 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 24440 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2157 members 
Mstep: Class 24 contains 38418 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1244 members 
Mstep: Class 29 contains 95348 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 41995 members 
Mstep: Class 32 contains 27654 members 
Mstep: Class 33 contains 45847 members 
Mstep: Class 34 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42050700.000000 Penalty: 20465.837891
Iteration 71Q: 35 clusters Score -4.20507e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 18143 members 
Mstep: Class 4 contains 22258 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 890 members 
Mstep: Class 7 contains 39761 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 565 members 
Mstep: Class 13 contains 47025 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 26004 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40378 members 
Mstep: Class 18 contains 48667 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6968 members 
Mstep: Class 21 contains 24405 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2163 members 
Mstep: Class 24 contains 38325 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 95639 members 
Mstep: Class 30 contains 430 members 
Mstep: Class 31 contains 42376 members 
Mstep: Class 32 contains 27702 members 
Mstep: Class 33 contains 45771 members 
Mstep: Class 34 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42050012.000000 Penalty: 20465.837891
Iteration 72Q: 35 clusters Score -4.205001e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 18104 members 
Mstep: Class 4 contains 22524 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 890 members 
Mstep: Class 7 contains 39841 members 
Mstep: Class 8 contains 6678 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 564 members 
Mstep: Class 13 contains 46798 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 25349 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40461 members 
Mstep: Class 18 contains 48640 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6948 members 
Mstep: Class 21 contains 24352 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2169 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1237 members 
Mstep: Class 29 contains 95910 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 42776 members 
Mstep: Class 32 contains 27768 members 
Mstep: Class 33 contains 45659 members 
Mstep: Class 34 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42048864.000000 Penalty: 20465.837891
Iteration 73Q: 35 clusters Score -4.204886e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 18062 members 
Mstep: Class 4 contains 22847 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 890 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 564 members 
Mstep: Class 13 contains 46591 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 24652 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 48639 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 24284 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 38224 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1235 members 
Mstep: Class 29 contains 96158 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 43134 members 
Mstep: Class 32 contains 27846 members 
Mstep: Class 33 contains 45655 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42047636.000000 Penalty: 20465.837891
Iteration 74Q: 35 clusters Score -4.204764e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 23244 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 890 members 
Mstep: Class 7 contains 39960 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 3501 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 46377 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 23970 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 40411 members 
Mstep: Class 18 contains 48627 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6925 members 
Mstep: Class 21 contains 24210 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2177 members 
Mstep: Class 24 contains 38161 members 
Mstep: Class 25 contains 1400 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1234 members 
Mstep: Class 29 contains 96387 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 43423 members 
Mstep: Class 32 contains 27926 members 
Mstep: Class 33 contains 45706 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046636.000000 Penalty: 20465.837891
Iteration 75Q: 35 clusters Score -4.204664e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 18005 members 
Mstep: Class 4 contains 23727 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40055 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 46204 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 23404 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 40378 members 
Mstep: Class 18 contains 48626 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6915 members 
Mstep: Class 21 contains 24059 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38133 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1233 members 
Mstep: Class 29 contains 96580 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 43581 members 
Mstep: Class 32 contains 27999 members 
Mstep: Class 33 contains 45665 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42045604.000000 Penalty: 20465.837891
Iteration 76Q: 35 clusters Score -4.20456e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6258 members 
Mstep: Class 3 contains 17985 members 
Mstep: Class 4 contains 24178 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40212 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 46022 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 22997 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 40257 members 
Mstep: Class 18 contains 48661 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 23856 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 38104 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 96777 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 43632 members 
Mstep: Class 32 contains 28069 members 
Mstep: Class 33 contains 45654 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42044320.000000 Penalty: 20465.837891
Iteration 77Q: 35 clusters Score -4.204432e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 24557 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40411 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45847 members 
Mstep: Class 14 contains 451 members 
Mstep: Class 15 contains 22755 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 40156 members 
Mstep: Class 18 contains 48716 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 23591 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 38091 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 96960 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 43633 members 
Mstep: Class 32 contains 28119 members 
Mstep: Class 33 contains 45566 members 
Mstep: Class 34 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42043892.000000 Penalty: 20465.837891
Iteration 78Q: 35 clusters Score -4.204389e+07 nChanged 3188
Entering ConstructFrom: 
Score: -42043892.000000 Penalty: 20465.837891
Entering ConstructFrom: 
Trying to split cluster 1 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -44392.414062 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -44392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43794.585938 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -43794.59 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44027.097656 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -44027.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44094.164062 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -44094.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44154.621094 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -44154.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44184.292969 Penalty: 591.480591
	Iteration 4F: 3 clusters Score -44184.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44203.480469 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -44203.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44213.917969 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -44213.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44220.796875 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -44220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44226.550781 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -44226.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44228.757812 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -44228.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44229.175781 Penalty: 591.480591
	Iteration 10Q: 3 clusters Score -44229.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44229.175781 Penalty: 591.480591
	Iteration 11F: 3 clusters Score -44229.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -460750.125000 Penalty: 397.808929
	Iteration 0F: 2 clusters Score -460750.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -456568.281250 Penalty: 795.617859
	Iteration 0F: 3 clusters Score -456568.3 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -458291.062500 Penalty: 795.617859
	Iteration 1F: 3 clusters Score -458291.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -458603.187500 Penalty: 795.617859
	Iteration 2F: 3 clusters Score -458603.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -458842.000000 Penalty: 795.617859
	Iteration 3F: 3 clusters Score -458842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -458993.625000 Penalty: 795.617859
	Iteration 4F: 3 clusters Score -458993.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -459134.812500 Penalty: 795.617859
	Iteration 5Q: 3 clusters Score -459134.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -459284.906250 Penalty: 795.617859
	Iteration 6Q: 3 clusters Score -459284.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -459437.375000 Penalty: 795.617859
	Iteration 7Q: 3 clusters Score -459437.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -459605.281250 Penalty: 795.617859
	Iteration 8Q: 3 clusters Score -459605.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -459779.625000 Penalty: 795.617859
	Iteration 9Q: 3 clusters Score -459779.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -459926.593750 Penalty: 795.617859
	Iteration 10Q: 3 clusters Score -459926.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -460058.968750 Penalty: 795.617859
	Iteration 11Q: 3 clusters Score -460059 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -460211.906250 Penalty: 795.617859
	Iteration 12Q: 3 clusters Score -460211.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -460366.125000 Penalty: 795.617859
	Iteration 13Q: 3 clusters Score -460366.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -460498.343750 Penalty: 795.617859
	Iteration 14Q: 3 clusters Score -460498.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -460608.718750 Penalty: 795.617859
	Iteration 15Q: 3 clusters Score -460608.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -460723.781250 Penalty: 795.617859
	Iteration 16Q: 3 clusters Score -460723.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -460791.000000 Penalty: 795.617859
	Iteration 17Q: 3 clusters Score -460791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -460825.531250 Penalty: 795.617859
	Iteration 18Q: 3 clusters Score -460825.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -460847.656250 Penalty: 795.617859
	Iteration 19Q: 3 clusters Score -460847.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -460861.062500 Penalty: 795.617859
	Iteration 20F: 3 clusters Score -460861.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -460869.781250 Penalty: 795.617859
	Iteration 21Q: 3 clusters Score -460869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -460872.906250 Penalty: 795.617859
	Iteration 22Q: 3 clusters Score -460872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -460873.375000 Penalty: 795.617859
	Iteration 23Q: 3 clusters Score -460873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -460874.406250 Penalty: 795.617859
	Iteration 24Q: 3 clusters Score -460874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -460876.750000 Penalty: 795.617859
	Iteration 25Q: 3 clusters Score -460876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -460876.718750 Penalty: 795.617859
	Iteration 26Q: 3 clusters Score -460876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -460876.718750 Penalty: 795.617859
	Iteration 27F: 3 clusters Score -460876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 632 members 
Entering Unmasked Estep 
Score: -42043336.000000 Penalty: 21067.775391
Splitting cluster 2 changes total score from -42043892.000000 to -42043336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (17986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Entering Unmasked Estep 
Score: -1421550.750000 Penalty: 445.779388
	Iteration 0F: 2 clusters Score -1421551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1409607.500000 Penalty: 891.558777
	Iteration 0F: 3 clusters Score -1409608 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1414634.500000 Penalty: 891.558777
	Iteration 1F: 3 clusters Score -1414634 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1415062.000000 Penalty: 891.558777
	Iteration 2Q: 3 clusters Score -1415062 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1415665.750000 Penalty: 891.558777
	Iteration 3F: 3 clusters Score -1415666 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1416528.875000 Penalty: 891.558777
	Iteration 4F: 3 clusters Score -1416529 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1417311.125000 Penalty: 891.558777
	Iteration 5F: 3 clusters Score -1417311 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1417825.125000 Penalty: 891.558777
	Iteration 6Q: 3 clusters Score -1417825 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1418067.250000 Penalty: 891.558777
	Iteration 7Q: 3 clusters Score -1418067 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1418195.250000 Penalty: 891.558777
	Iteration 8Q: 3 clusters Score -1418195 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1418307.375000 Penalty: 891.558777
	Iteration 9Q: 3 clusters Score -1418307 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1418409.375000 Penalty: 891.558777
	Iteration 10Q: 3 clusters Score -1418409 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1418534.375000 Penalty: 891.558777
	Iteration 11Q: 3 clusters Score -1418534 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1418667.875000 Penalty: 891.558777
	Iteration 12Q: 3 clusters Score -1418668 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1418808.375000 Penalty: 891.558777
	Iteration 13Q: 3 clusters Score -1418808 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1418967.750000 Penalty: 891.558777
	Iteration 14Q: 3 clusters Score -1418968 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1419126.625000 Penalty: 891.558777
	Iteration 15Q: 3 clusters Score -1419127 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1419294.625000 Penalty: 891.558777
	Iteration 16Q: 3 clusters Score -1419295 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1419491.500000 Penalty: 891.558777
	Iteration 17Q: 3 clusters Score -1419492 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1419704.125000 Penalty: 891.558777
	Iteration 18Q: 3 clusters Score -1419704 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1419916.625000 Penalty: 891.558777
	Iteration 19Q: 3 clusters Score -1419917 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1420129.625000 Penalty: 891.558777
	Iteration 20F: 3 clusters Score -1420130 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1420338.500000 Penalty: 891.558777
	Iteration 21Q: 3 clusters Score -1420338 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1420539.500000 Penalty: 891.558777
	Iteration 22Q: 3 clusters Score -1420540 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1420727.375000 Penalty: 891.558777
	Iteration 23Q: 3 clusters Score -1420727 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1420897.125000 Penalty: 891.558777
	Iteration 24Q: 3 clusters Score -1420897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1421007.000000 Penalty: 891.558777
	Iteration 25Q: 3 clusters Score -1421007 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1421081.875000 Penalty: 891.558777
	Iteration 26Q: 3 clusters Score -1421082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1421126.375000 Penalty: 891.558777
	Iteration 27Q: 3 clusters Score -1421126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1421153.875000 Penalty: 891.558777
	Iteration 28Q: 3 clusters Score -1421154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1421167.500000 Penalty: 891.558777
	Iteration 29Q: 3 clusters Score -1421168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1421175.875000 Penalty: 891.558777
	Iteration 30Q: 3 clusters Score -1421176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -1421175.500000 Penalty: 891.558777
	Iteration 31Q: 3 clusters Score -1421176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1421178.125000 Penalty: 891.558777
	Iteration 32Q: 3 clusters Score -1421178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1421179.625000 Penalty: 891.558777
	Iteration 33Q: 3 clusters Score -1421180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1421179.625000 Penalty: 891.558777
	Iteration 34F: 3 clusters Score -1421180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Entering Unmasked Estep 
Score: -2000409.375000 Penalty: 460.621368
	Iteration 0F: 2 clusters Score -2000409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1985058.625000 Penalty: 921.242737
	Iteration 0F: 3 clusters Score -1985059 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1992030.000000 Penalty: 921.242737
	Iteration 1F: 3 clusters Score -1992030 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1992318.375000 Penalty: 921.242737
	Iteration 2Q: 3 clusters Score -1992318 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1992681.875000 Penalty: 921.242737
	Iteration 3Q: 3 clusters Score -1992682 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1993262.250000 Penalty: 921.242737
	Iteration 4Q: 3 clusters Score -1993262 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1994206.625000 Penalty: 921.242737
	Iteration 5F: 3 clusters Score -1994207 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1995393.875000 Penalty: 921.242737
	Iteration 6F: 3 clusters Score -1995394 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1996406.375000 Penalty: 921.242737
	Iteration 7F: 3 clusters Score -1996406 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1996842.250000 Penalty: 921.242737
	Iteration 8Q: 3 clusters Score -1996842 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1996960.000000 Penalty: 921.242737
	Iteration 9Q: 3 clusters Score -1996960 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1996995.625000 Penalty: 921.242737
	Iteration 10Q: 3 clusters Score -1996996 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1997007.875000 Penalty: 921.242737
	Iteration 11Q: 3 clusters Score -1997008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1997010.250000 Penalty: 921.242737
	Iteration 12Q: 3 clusters Score -1997010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1997023.375000 Penalty: 921.242737
	Iteration 13Q: 3 clusters Score -1997023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1997036.250000 Penalty: 921.242737
	Iteration 14Q: 3 clusters Score -1997036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1997045.125000 Penalty: 921.242737
	Iteration 15Q: 3 clusters Score -1997045 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1997046.875000 Penalty: 921.242737
	Iteration 16Q: 3 clusters Score -1997047 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1997062.500000 Penalty: 921.242737
	Iteration 17Q: 3 clusters Score -1997062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1997071.875000 Penalty: 921.242737
	Iteration 18Q: 3 clusters Score -1997072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1997074.125000 Penalty: 921.242737
	Iteration 19Q: 3 clusters Score -1997074 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1997084.750000 Penalty: 921.242737
	Iteration 20F: 3 clusters Score -1997085 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1997086.625000 Penalty: 921.242737
	Iteration 21Q: 3 clusters Score -1997087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1997097.375000 Penalty: 921.242737
	Iteration 22Q: 3 clusters Score -1997097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1997104.000000 Penalty: 921.242737
	Iteration 23Q: 3 clusters Score -1997104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1997113.250000 Penalty: 921.242737
	Iteration 24Q: 3 clusters Score -1997113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1997121.875000 Penalty: 921.242737
	Iteration 25Q: 3 clusters Score -1997122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1997137.500000 Penalty: 921.242737
	Iteration 26Q: 3 clusters Score -1997138 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1997160.000000 Penalty: 921.242737
	Iteration 27Q: 3 clusters Score -1997160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1997181.625000 Penalty: 921.242737
	Iteration 28Q: 3 clusters Score -1997182 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1997217.625000 Penalty: 921.242737
	Iteration 29Q: 3 clusters Score -1997218 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1997251.250000 Penalty: 921.242737
	Iteration 30Q: 3 clusters Score -1997251 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1997295.250000 Penalty: 921.242737
	Iteration 31Q: 3 clusters Score -1997295 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1997346.125000 Penalty: 921.242737
	Iteration 32Q: 3 clusters Score -1997346 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1997400.625000 Penalty: 921.242737
	Iteration 33Q: 3 clusters Score -1997401 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1997468.750000 Penalty: 921.242737
	Iteration 34Q: 3 clusters Score -1997469 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1997585.375000 Penalty: 921.242737
	Iteration 35Q: 3 clusters Score -1997585 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1997727.000000 Penalty: 921.242737
	Iteration 36Q: 3 clusters Score -1997727 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1997889.500000 Penalty: 921.242737
	Iteration 37Q: 3 clusters Score -1997890 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1998096.750000 Penalty: 921.242737
	Iteration 38Q: 3 clusters Score -1998097 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1998364.000000 Penalty: 921.242737
	Iteration 39Q: 3 clusters Score -1998364 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1998683.500000 Penalty: 921.242737
	Iteration 40F: 3 clusters Score -1998684 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1999061.750000 Penalty: 921.242737
	Iteration 41Q: 3 clusters Score -1999062 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1999451.125000 Penalty: 921.242737
	Iteration 42Q: 3 clusters Score -1999451 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1999811.000000 Penalty: 921.242737
	Iteration 43Q: 3 clusters Score -1999811 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2000114.750000 Penalty: 921.242737
	Iteration 44Q: 3 clusters Score -2000115 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2000313.875000 Penalty: 921.242737
	Iteration 45Q: 3 clusters Score -2000314 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2000432.500000 Penalty: 921.242737
	Iteration 46Q: 3 clusters Score -2000432 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2000522.625000 Penalty: 921.242737
	Iteration 47Q: 3 clusters Score -2000523 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2000575.125000 Penalty: 921.242737
	Iteration 48Q: 3 clusters Score -2000575 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2000602.625000 Penalty: 921.242737
	Iteration 49Q: 3 clusters Score -2000603 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2000607.250000 Penalty: 921.242737
	Iteration 50Q: 3 clusters Score -2000607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2000623.125000 Penalty: 921.242737
	Iteration 51Q: 3 clusters Score -2000623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2000637.500000 Penalty: 921.242737
	Iteration 52Q: 3 clusters Score -2000638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2000637.375000 Penalty: 921.242737
	Iteration 53Q: 3 clusters Score -2000637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2000645.000000 Penalty: 921.242737
	Iteration 54Q: 3 clusters Score -2000645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2000646.375000 Penalty: 921.242737
	Iteration 55Q: 3 clusters Score -2000646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2000646.875000 Penalty: 921.242737
	Iteration 56Q: 3 clusters Score -2000647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2000649.375000 Penalty: 921.242737
	Iteration 57Q: 3 clusters Score -2000649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2000654.625000 Penalty: 921.242737
	Iteration 58Q: 3 clusters Score -2000655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2000655.875000 Penalty: 921.242737
	Iteration 59Q: 3 clusters Score -2000656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2000659.000000 Penalty: 921.242737
	Iteration 60F: 3 clusters Score -2000659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2000659.125000 Penalty: 921.242737
	Iteration 61Q: 3 clusters Score -2000659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2000659.625000 Penalty: 921.242737
	Iteration 62Q: 3 clusters Score -2000660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2000660.625000 Penalty: 921.242737
	Iteration 63Q: 3 clusters Score -2000661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2000661.250000 Penalty: 921.242737
	Iteration 64Q: 3 clusters Score -2000661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2000667.875000 Penalty: 921.242737
	Iteration 65Q: 3 clusters Score -2000668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2000667.000000 Penalty: 921.242737
	Iteration 66Q: 3 clusters Score -2000667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2000669.125000 Penalty: 921.242737
	Iteration 67Q: 3 clusters Score -2000669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2000672.500000 Penalty: 921.242737
	Iteration 68Q: 3 clusters Score -2000672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2000672.375000 Penalty: 921.242737
	Iteration 69Q: 3 clusters Score -2000672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2000675.250000 Penalty: 921.242737
	Iteration 70Q: 3 clusters Score -2000675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2000676.125000 Penalty: 921.242737
	Iteration 71Q: 3 clusters Score -2000676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2000674.625000 Penalty: 921.242737
	Iteration 72Q: 3 clusters Score -2000675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2000680.375000 Penalty: 921.242737
	Iteration 73Q: 3 clusters Score -2000680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2000673.875000 Penalty: 921.242737
	Iteration 74Q: 3 clusters Score -2000674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2000673.250000 Penalty: 921.242737
	Iteration 75Q: 3 clusters Score -2000673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2000674.375000 Penalty: 921.242737
	Iteration 76Q: 3 clusters Score -2000674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2000675.125000 Penalty: 921.242737
	Iteration 77Q: 3 clusters Score -2000675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2000675.125000 Penalty: 921.242737
	Iteration 78Q: 3 clusters Score -2000675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2000676.375000 Penalty: 921.242737
	Iteration 79Q: 3 clusters Score -2000676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2000677.375000 Penalty: 921.242737
	Iteration 80F: 3 clusters Score -2000677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2000679.000000 Penalty: 921.242737
	Iteration 81Q: 3 clusters Score -2000679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2000680.125000 Penalty: 921.242737
	Iteration 82Q: 3 clusters Score -2000680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2000679.625000 Penalty: 921.242737
	Iteration 83Q: 3 clusters Score -2000680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2000678.000000 Penalty: 921.242737
	Iteration 84Q: 3 clusters Score -2000678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2000676.250000 Penalty: 921.242737
	Iteration 85Q: 3 clusters Score -2000676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2000675.500000 Penalty: 921.242737
	Iteration 86Q: 3 clusters Score -2000676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2000675.500000 Penalty: 921.242737
	Iteration 87F: 3 clusters Score -2000676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 13962 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10961 members 
Entering Unmasked Estep 
Score: -42043344.000000 Penalty: 21067.775391
Splitting cluster 4 changes total score from -42043892.000000 to -42043344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -11228.562500 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -11228.56 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 105 members 
Entering Unmasked Estep 
Score: -10968.027344 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -10968.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11162.276367 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -11162.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11368.673828 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -11368.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11407.188477 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -11407.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11422.037109 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -11422.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11433.654297 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -11433.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11443.861328 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -11443.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11446.408203 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -11446.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11446.408203 Penalty: 495.653107
	Iteration 8F: 3 clusters Score -11446.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 107 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 125 members 
Entering Unmasked Estep 
Score: -42043252.000000 Penalty: 21067.775391
Splitting cluster 5 changes total score from -42043892.000000 to -42043252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -55144.035156 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -55144.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54408.707031 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -54408.71 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54678.218750 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -54678.22 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54771.800781 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -54771.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -54856.632812 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -54856.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54934.492188 Penalty: 617.898865
	Iteration 4F: 3 clusters Score -54934.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54991.593750 Penalty: 617.898865
	Iteration 5F: 3 clusters Score -54991.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55042.777344 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -55042.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55072.460938 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -55072.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55109.937500 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -55109.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -55159.921875 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -55159.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55203.746094 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -55203.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55258.292969 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -55258.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55306.652344 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -55306.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55391.531250 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -55391.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55449.148438 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -55449.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -55464.652344 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -55464.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55468.625000 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -55468.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55470.277344 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -55470.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55472.261719 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -55472.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -55475.792969 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -55475.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55478.523438 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -55478.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55482.125000 Penalty: 617.898865
	Iteration 21Q: 3 clusters Score -55482.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -55487.246094 Penalty: 617.898865
	Iteration 22Q: 3 clusters Score -55487.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -55490.910156 Penalty: 617.898865
	Iteration 23Q: 3 clusters Score -55490.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -55492.460938 Penalty: 617.898865
	Iteration 24Q: 3 clusters Score -55492.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -55495.933594 Penalty: 617.898865
	Iteration 25Q: 3 clusters Score -55495.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55497.613281 Penalty: 617.898865
	Iteration 26Q: 3 clusters Score -55497.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -55502.648438 Penalty: 617.898865
	Iteration 27Q: 3 clusters Score -55502.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -55508.953125 Penalty: 617.898865
	Iteration 28Q: 3 clusters Score -55508.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55514.750000 Penalty: 617.898865
	Iteration 29Q: 3 clusters Score -55514.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55519.792969 Penalty: 617.898865
	Iteration 30Q: 3 clusters Score -55519.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -55521.343750 Penalty: 617.898865
	Iteration 31Q: 3 clusters Score -55521.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -55522.031250 Penalty: 617.898865
	Iteration 32Q: 3 clusters Score -55522.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -55523.777344 Penalty: 617.898865
	Iteration 33Q: 3 clusters Score -55523.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -55525.660156 Penalty: 617.898865
	Iteration 34Q: 3 clusters Score -55525.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -55525.660156 Penalty: 617.898865
	Iteration 35F: 3 clusters Score -55525.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 481 members 
Entering Unmasked Estep 
Score: -42043460.000000 Penalty: 21067.775391
Splitting cluster 6 changes total score from -42043892.000000 to -42043460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (40649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Entering Unmasked Estep 
Score: -3238982.500000 Penalty: 482.879181
	Iteration 0F: 2 clusters Score -3238982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3216543.500000 Penalty: 965.758362
	Iteration 0F: 3 clusters Score -3216544 nChanged 19728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3228242.750000 Penalty: 965.758362
	Iteration 1F: 3 clusters Score -3228243 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3228816.750000 Penalty: 965.758362
	Iteration 2Q: 3 clusters Score -3228817 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3229536.750000 Penalty: 965.758362
	Iteration 3F: 3 clusters Score -3229537 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3230440.250000 Penalty: 965.758362
	Iteration 4F: 3 clusters Score -3230440 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3231742.750000 Penalty: 965.758362
	Iteration 5F: 3 clusters Score -3231743 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3233450.250000 Penalty: 965.758362
	Iteration 6F: 3 clusters Score -3233450 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3235313.500000 Penalty: 965.758362
	Iteration 7F: 3 clusters Score -3235314 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3236897.500000 Penalty: 965.758362
	Iteration 8F: 3 clusters Score -3236898 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3237751.000000 Penalty: 965.758362
	Iteration 9Q: 3 clusters Score -3237751 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3238129.500000 Penalty: 965.758362
	Iteration 10Q: 3 clusters Score -3238130 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3238338.000000 Penalty: 965.758362
	Iteration 11Q: 3 clusters Score -3238338 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -3238462.000000 Penalty: 965.758362
	Iteration 12Q: 3 clusters Score -3238462 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3238626.750000 Penalty: 965.758362
	Iteration 13Q: 3 clusters Score -3238627 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3238779.500000 Penalty: 965.758362
	Iteration 14Q: 3 clusters Score -3238780 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3238905.750000 Penalty: 965.758362
	Iteration 15Q: 3 clusters Score -3238906 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3239023.000000 Penalty: 965.758362
	Iteration 16Q: 3 clusters Score -3239023 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3239175.000000 Penalty: 965.758362
	Iteration 17Q: 3 clusters Score -3239175 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3239305.000000 Penalty: 965.758362
	Iteration 18Q: 3 clusters Score -3239305 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3239450.250000 Penalty: 965.758362
	Iteration 19Q: 3 clusters Score -3239450 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3239552.250000 Penalty: 965.758362
	Iteration 20F: 3 clusters Score -3239552 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3239658.750000 Penalty: 965.758362
	Iteration 21Q: 3 clusters Score -3239659 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3239783.000000 Penalty: 965.758362
	Iteration 22Q: 3 clusters Score -3239783 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3239912.500000 Penalty: 965.758362
	Iteration 23Q: 3 clusters Score -3239912 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3240008.000000 Penalty: 965.758362
	Iteration 24Q: 3 clusters Score -3240008 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3240091.750000 Penalty: 965.758362
	Iteration 25Q: 3 clusters Score -3240092 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3240171.000000 Penalty: 965.758362
	Iteration 26Q: 3 clusters Score -3240171 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3240230.250000 Penalty: 965.758362
	Iteration 27Q: 3 clusters Score -3240230 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -3240288.250000 Penalty: 965.758362
	Iteration 28Q: 3 clusters Score -3240288 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3240339.000000 Penalty: 965.758362
	Iteration 29Q: 3 clusters Score -3240339 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3240371.250000 Penalty: 965.758362
	Iteration 30Q: 3 clusters Score -3240371 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3240414.500000 Penalty: 965.758362
	Iteration 31Q: 3 clusters Score -3240414 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3240444.750000 Penalty: 965.758362
	Iteration 32Q: 3 clusters Score -3240445 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -3240475.750000 Penalty: 965.758362
	Iteration 33Q: 3 clusters Score -3240476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3240508.000000 Penalty: 965.758362
	Iteration 34Q: 3 clusters Score -3240508 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3240549.250000 Penalty: 965.758362
	Iteration 35Q: 3 clusters Score -3240549 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3240547.750000 Penalty: 965.758362
	Iteration 36Q: 3 clusters Score -3240548 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -3240553.250000 Penalty: 965.758362
	Iteration 37Q: 3 clusters Score -3240553 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3240570.500000 Penalty: 965.758362
	Iteration 38Q: 3 clusters Score -3240570 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3240594.250000 Penalty: 965.758362
	Iteration 39Q: 3 clusters Score -3240594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3240622.250000 Penalty: 965.758362
	Iteration 40F: 3 clusters Score -3240622 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3240606.250000 Penalty: 965.758362
	Iteration 41Q: 3 clusters Score -3240606 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3240631.250000 Penalty: 965.758362
	Iteration 42Q: 3 clusters Score -3240631 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3240648.500000 Penalty: 965.758362
	Iteration 43Q: 3 clusters Score -3240648 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3240667.000000 Penalty: 965.758362
	Iteration 44Q: 3 clusters Score -3240667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3240674.000000 Penalty: 965.758362
	Iteration 45Q: 3 clusters Score -3240674 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3240676.000000 Penalty: 965.758362
	Iteration 46Q: 3 clusters Score -3240676 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3240687.500000 Penalty: 965.758362
	Iteration 47Q: 3 clusters Score -3240688 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3240689.000000 Penalty: 965.758362
	Iteration 48Q: 3 clusters Score -3240689 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3240703.250000 Penalty: 965.758362
	Iteration 49Q: 3 clusters Score -3240703 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3240713.250000 Penalty: 965.758362
	Iteration 50Q: 3 clusters Score -3240713 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3240686.000000 Penalty: 965.758362
	Iteration 51Q: 3 clusters Score -3240686 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3240668.000000 Penalty: 965.758362
	Iteration 52Q: 3 clusters Score -3240668 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3240665.500000 Penalty: 965.758362
	Iteration 53Q: 3 clusters Score -3240666 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3240626.000000 Penalty: 965.758362
	Iteration 54Q: 3 clusters Score -3240626 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3240621.250000 Penalty: 965.758362
	Iteration 55Q: 3 clusters Score -3240621 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3240589.500000 Penalty: 965.758362
	Iteration 56Q: 3 clusters Score -3240590 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -3240554.750000 Penalty: 965.758362
	Iteration 57Q: 3 clusters Score -3240555 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3240483.500000 Penalty: 965.758362
	Iteration 58Q: 3 clusters Score -3240484 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3240458.750000 Penalty: 965.758362
	Iteration 59Q: 3 clusters Score -3240459 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -3240437.500000 Penalty: 965.758362
	Iteration 60F: 3 clusters Score -3240438 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3240361.500000 Penalty: 965.758362
	Iteration 61Q: 3 clusters Score -3240362 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3240266.500000 Penalty: 965.758362
	Iteration 62Q: 3 clusters Score -3240266 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3240220.750000 Penalty: 965.758362
	Iteration 63Q: 3 clusters Score -3240221 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3240140.750000 Penalty: 965.758362
	Iteration 64Q: 3 clusters Score -3240141 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3240082.250000 Penalty: 965.758362
	Iteration 65Q: 3 clusters Score -3240082 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3240012.000000 Penalty: 965.758362
	Iteration 66Q: 3 clusters Score -3240012 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3239932.500000 Penalty: 965.758362
	Iteration 67Q: 3 clusters Score -3239932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3239839.250000 Penalty: 965.758362
	Iteration 68Q: 3 clusters Score -3239839 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3239761.250000 Penalty: 965.758362
	Iteration 69Q: 3 clusters Score -3239761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3239713.250000 Penalty: 965.758362
	Iteration 70Q: 3 clusters Score -3239713 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3239667.750000 Penalty: 965.758362
	Iteration 71Q: 3 clusters Score -3239668 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3239589.750000 Penalty: 965.758362
	Iteration 72Q: 3 clusters Score -3239590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3239539.250000 Penalty: 965.758362
	Iteration 73Q: 3 clusters Score -3239539 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3239495.250000 Penalty: 965.758362
	Iteration 74Q: 3 clusters Score -3239495 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3239452.250000 Penalty: 965.758362
	Iteration 75Q: 3 clusters Score -3239452 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3239425.250000 Penalty: 965.758362
	Iteration 76Q: 3 clusters Score -3239425 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3239384.500000 Penalty: 965.758362
	Iteration 77Q: 3 clusters Score -3239384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3239348.000000 Penalty: 965.758362
	Iteration 78Q: 3 clusters Score -3239348 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3239320.250000 Penalty: 965.758362
	Iteration 79Q: 3 clusters Score -3239320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -3239288.250000 Penalty: 965.758362
	Iteration 80F: 3 clusters Score -3239288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3239233.250000 Penalty: 965.758362
	Iteration 81Q: 3 clusters Score -3239233 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3239213.000000 Penalty: 965.758362
	Iteration 82Q: 3 clusters Score -3239213 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3239191.250000 Penalty: 965.758362
	Iteration 83Q: 3 clusters Score -3239191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3239169.750000 Penalty: 965.758362
	Iteration 84Q: 3 clusters Score -3239170 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -3239144.500000 Penalty: 965.758362
	Iteration 85Q: 3 clusters Score -3239144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3239127.000000 Penalty: 965.758362
	Iteration 86Q: 3 clusters Score -3239127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3239108.750000 Penalty: 965.758362
	Iteration 87Q: 3 clusters Score -3239109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3239089.750000 Penalty: 965.758362
	Iteration 88Q: 3 clusters Score -3239090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3239079.250000 Penalty: 965.758362
	Iteration 89Q: 3 clusters Score -3239079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3239068.000000 Penalty: 965.758362
	Iteration 90Q: 3 clusters Score -3239068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3239062.000000 Penalty: 965.758362
	Iteration 91Q: 3 clusters Score -3239062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3239051.000000 Penalty: 965.758362
	Iteration 92Q: 3 clusters Score -3239051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3239048.250000 Penalty: 965.758362
	Iteration 93Q: 3 clusters Score -3239048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3239026.000000 Penalty: 965.758362
	Iteration 94Q: 3 clusters Score -3239026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3239036.750000 Penalty: 965.758362
	Iteration 95Q: 3 clusters Score -3239037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -3239021.250000 Penalty: 965.758362
	Iteration 96Q: 3 clusters Score -3239021 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3239012.000000 Penalty: 965.758362
	Iteration 97Q: 3 clusters Score -3239012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3239005.250000 Penalty: 965.758362
	Iteration 98Q: 3 clusters Score -3239005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3238999.000000 Penalty: 965.758362
	Iteration 99Q: 3 clusters Score -3238999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -3239010.250000 Penalty: 965.758362
	Iteration 100F: 3 clusters Score -3239010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3239002.500000 Penalty: 965.758362
	Iteration 101Q: 3 clusters Score -3239002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -3239022.500000 Penalty: 965.758362
	Iteration 102Q: 3 clusters Score -3239022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3239017.500000 Penalty: 965.758362
	Iteration 103Q: 3 clusters Score -3239018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3239022.750000 Penalty: 965.758362
	Iteration 104Q: 3 clusters Score -3239023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3239016.250000 Penalty: 965.758362
	Iteration 105Q: 3 clusters Score -3239016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3238999.500000 Penalty: 965.758362
	Iteration 106Q: 3 clusters Score -3239000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3238993.750000 Penalty: 965.758362
	Iteration 107Q: 3 clusters Score -3238994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3239015.000000 Penalty: 965.758362
	Iteration 108Q: 3 clusters Score -3239015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3239012.250000 Penalty: 965.758362
	Iteration 109Q: 3 clusters Score -3239012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3239026.000000 Penalty: 965.758362
	Iteration 110Q: 3 clusters Score -3239026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3239027.250000 Penalty: 965.758362
	Iteration 111Q: 3 clusters Score -3239027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3239042.000000 Penalty: 965.758362
	Iteration 112Q: 3 clusters Score -3239042 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3239051.250000 Penalty: 965.758362
	Iteration 113Q: 3 clusters Score -3239051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3239063.000000 Penalty: 965.758362
	Iteration 114Q: 3 clusters Score -3239063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3239090.750000 Penalty: 965.758362
	Iteration 115Q: 3 clusters Score -3239091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3239086.000000 Penalty: 965.758362
	Iteration 116Q: 3 clusters Score -3239086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3239090.000000 Penalty: 965.758362
	Iteration 117Q: 3 clusters Score -3239090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3239103.500000 Penalty: 965.758362
	Iteration 118Q: 3 clusters Score -3239104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -3239122.500000 Penalty: 965.758362
	Iteration 119Q: 3 clusters Score -3239122 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3239149.750000 Penalty: 965.758362
	Iteration 120F: 3 clusters Score -3239150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3239158.750000 Penalty: 965.758362
	Iteration 121Q: 3 clusters Score -3239159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3239157.250000 Penalty: 965.758362
	Iteration 122Q: 3 clusters Score -3239157 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3239185.250000 Penalty: 965.758362
	Iteration 123Q: 3 clusters Score -3239185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3239202.500000 Penalty: 965.758362
	Iteration 124Q: 3 clusters Score -3239202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3239215.750000 Penalty: 965.758362
	Iteration 125Q: 3 clusters Score -3239216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3239221.500000 Penalty: 965.758362
	Iteration 126Q: 3 clusters Score -3239222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3239246.250000 Penalty: 965.758362
	Iteration 127Q: 3 clusters Score -3239246 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3239265.000000 Penalty: 965.758362
	Iteration 128Q: 3 clusters Score -3239265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3239285.750000 Penalty: 965.758362
	Iteration 129Q: 3 clusters Score -3239286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3239317.250000 Penalty: 965.758362
	Iteration 130Q: 3 clusters Score -3239317 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3239339.750000 Penalty: 965.758362
	Iteration 131Q: 3 clusters Score -3239340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3239338.250000 Penalty: 965.758362
	Iteration 132Q: 3 clusters Score -3239338 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3239355.750000 Penalty: 965.758362
	Iteration 133Q: 3 clusters Score -3239356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3239386.500000 Penalty: 965.758362
	Iteration 134Q: 3 clusters Score -3239386 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3239402.750000 Penalty: 965.758362
	Iteration 135Q: 3 clusters Score -3239403 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3239466.250000 Penalty: 965.758362
	Iteration 136Q: 3 clusters Score -3239466 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3239536.500000 Penalty: 965.758362
	Iteration 137Q: 3 clusters Score -3239536 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3239606.500000 Penalty: 965.758362
	Iteration 138Q: 3 clusters Score -3239606 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3239643.750000 Penalty: 965.758362
	Iteration 139Q: 3 clusters Score -3239644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3239670.750000 Penalty: 965.758362
	Iteration 140F: 3 clusters Score -3239671 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3239740.500000 Penalty: 965.758362
	Iteration 141Q: 3 clusters Score -3239740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -3239807.000000 Penalty: 965.758362
	Iteration 142Q: 3 clusters Score -3239807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3239877.250000 Penalty: 965.758362
	Iteration 143Q: 3 clusters Score -3239877 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3239933.250000 Penalty: 965.758362
	Iteration 144Q: 3 clusters Score -3239933 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3239973.750000 Penalty: 965.758362
	Iteration 145Q: 3 clusters Score -3239974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -3239997.250000 Penalty: 965.758362
	Iteration 146Q: 3 clusters Score -3239997 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3240037.750000 Penalty: 965.758362
	Iteration 147Q: 3 clusters Score -3240038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3240072.750000 Penalty: 965.758362
	Iteration 148Q: 3 clusters Score -3240073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3240085.250000 Penalty: 965.758362
	Iteration 149Q: 3 clusters Score -3240085 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3240117.000000 Penalty: 965.758362
	Iteration 150Q: 3 clusters Score -3240117 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3240127.750000 Penalty: 965.758362
	Iteration 151Q: 3 clusters Score -3240128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3240129.500000 Penalty: 965.758362
	Iteration 152Q: 3 clusters Score -3240130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3240136.250000 Penalty: 965.758362
	Iteration 153Q: 3 clusters Score -3240136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3240147.750000 Penalty: 965.758362
	Iteration 154Q: 3 clusters Score -3240148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3240157.500000 Penalty: 965.758362
	Iteration 155Q: 3 clusters Score -3240158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3240162.000000 Penalty: 965.758362
	Iteration 156Q: 3 clusters Score -3240162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -3240163.500000 Penalty: 965.758362
	Iteration 157Q: 3 clusters Score -3240164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3240170.500000 Penalty: 965.758362
	Iteration 158Q: 3 clusters Score -3240170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3240179.250000 Penalty: 965.758362
	Iteration 159Q: 3 clusters Score -3240179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3240183.250000 Penalty: 965.758362
	Iteration 160F: 3 clusters Score -3240183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3240182.250000 Penalty: 965.758362
	Iteration 161Q: 3 clusters Score -3240182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3240190.750000 Penalty: 965.758362
	Iteration 162Q: 3 clusters Score -3240191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3240198.750000 Penalty: 965.758362
	Iteration 163Q: 3 clusters Score -3240199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3240209.500000 Penalty: 965.758362
	Iteration 164Q: 3 clusters Score -3240210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3240209.750000 Penalty: 965.758362
	Iteration 165Q: 3 clusters Score -3240210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3240213.000000 Penalty: 965.758362
	Iteration 166Q: 3 clusters Score -3240213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3240217.000000 Penalty: 965.758362
	Iteration 167Q: 3 clusters Score -3240217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3240220.000000 Penalty: 965.758362
	Iteration 168Q: 3 clusters Score -3240220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3240222.750000 Penalty: 965.758362
	Iteration 169Q: 3 clusters Score -3240223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3240226.500000 Penalty: 965.758362
	Iteration 170Q: 3 clusters Score -3240226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3240223.250000 Penalty: 965.758362
	Iteration 171Q: 3 clusters Score -3240223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3240223.250000 Penalty: 965.758362
	Iteration 172Q: 3 clusters Score -3240223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3240221.000000 Penalty: 965.758362
	Iteration 173Q: 3 clusters Score -3240221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3240223.250000 Penalty: 965.758362
	Iteration 174Q: 3 clusters Score -3240223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3240224.500000 Penalty: 965.758362
	Iteration 175Q: 3 clusters Score -3240224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3240222.250000 Penalty: 965.758362
	Iteration 176Q: 3 clusters Score -3240222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3240227.000000 Penalty: 965.758362
	Iteration 177Q: 3 clusters Score -3240227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3240228.500000 Penalty: 965.758362
	Iteration 178Q: 3 clusters Score -3240228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3240229.500000 Penalty: 965.758362
	Iteration 179Q: 3 clusters Score -3240230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3240230.500000 Penalty: 965.758362
	Iteration 180F: 3 clusters Score -3240230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3240227.000000 Penalty: 965.758362
	Iteration 181Q: 3 clusters Score -3240227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -3240228.000000 Penalty: 965.758362
	Iteration 182Q: 3 clusters Score -3240228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3240226.750000 Penalty: 965.758362
	Iteration 183Q: 3 clusters Score -3240227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3240225.250000 Penalty: 965.758362
	Iteration 184Q: 3 clusters Score -3240225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3240224.500000 Penalty: 965.758362
	Iteration 185Q: 3 clusters Score -3240224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3240230.500000 Penalty: 965.758362
	Iteration 186Q: 3 clusters Score -3240230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3240231.000000 Penalty: 965.758362
	Iteration 187Q: 3 clusters Score -3240231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3240231.750000 Penalty: 965.758362
	Iteration 188Q: 3 clusters Score -3240232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3240231.500000 Penalty: 965.758362
	Iteration 189Q: 3 clusters Score -3240232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3240231.250000 Penalty: 965.758362
	Iteration 190Q: 3 clusters Score -3240231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3240232.000000 Penalty: 965.758362
	Iteration 191Q: 3 clusters Score -3240232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3240231.500000 Penalty: 965.758362
	Iteration 192Q: 3 clusters Score -3240232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3240234.500000 Penalty: 965.758362
	Iteration 193Q: 3 clusters Score -3240234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -3240233.250000 Penalty: 965.758362
	Iteration 194Q: 3 clusters Score -3240233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3240232.500000 Penalty: 965.758362
	Iteration 195Q: 3 clusters Score -3240232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3240231.000000 Penalty: 965.758362
	Iteration 196Q: 3 clusters Score -3240231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3240233.000000 Penalty: 965.758362
	Iteration 197Q: 3 clusters Score -3240233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3240231.500000 Penalty: 965.758362
	Iteration 198Q: 3 clusters Score -3240232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3240231.500000 Penalty: 965.758362
	Iteration 199F: 3 clusters Score -3240232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Entering Unmasked Estep 
Score: -42044616.000000 Penalty: 21067.775391
Splitting cluster 7 changes total score from -42043892.000000 to -42044616.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (6783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Entering Unmasked Estep 
Score: -472632.406250 Penalty: 401.408966
	Iteration 0F: 2 clusters Score -472632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -468033.187500 Penalty: 802.817932
	Iteration 0F: 3 clusters Score -468033.2 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -470763.343750 Penalty: 802.817932
	Iteration 1F: 3 clusters Score -470763.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -472126.343750 Penalty: 802.817932
	Iteration 2F: 3 clusters Score -472126.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -473593.937500 Penalty: 802.817932
	Iteration 3F: 3 clusters Score -473593.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -474464.750000 Penalty: 802.817932
	Iteration 4F: 3 clusters Score -474464.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -474704.593750 Penalty: 802.817932
	Iteration 5Q: 3 clusters Score -474704.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -474735.312500 Penalty: 802.817932
	Iteration 6Q: 3 clusters Score -474735.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -474740.187500 Penalty: 802.817932
	Iteration 7Q: 3 clusters Score -474740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -474740.687500 Penalty: 802.817932
	Iteration 8Q: 3 clusters Score -474740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -474740.531250 Penalty: 802.817932
	Iteration 9Q: 3 clusters Score -474740.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -474740.843750 Penalty: 802.817932
	Iteration 10Q: 3 clusters Score -474740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -474740.625000 Penalty: 802.817932
	Iteration 11Q: 3 clusters Score -474740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -474740.625000 Penalty: 802.817932
	Iteration 12F: 3 clusters Score -474740.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Entering Unmasked Estep 
Score: -42046544.000000 Penalty: 21669.710938
Splitting cluster 8 changes total score from -42043892.000000 to -42046544.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -170142.062500 Penalty: 352.633362
	Iteration 0F: 2 clusters Score -170142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -168525.875000 Penalty: 705.266724
	Iteration 0F: 3 clusters Score -168525.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -169288.890625 Penalty: 705.266724
	Iteration 1F: 3 clusters Score -169288.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -169587.296875 Penalty: 705.266724
	Iteration 2F: 3 clusters Score -169587.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -169786.312500 Penalty: 705.266724
	Iteration 3F: 3 clusters Score -169786.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -169879.406250 Penalty: 705.266724
	Iteration 4F: 3 clusters Score -169879.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -169933.640625 Penalty: 705.266724
	Iteration 5Q: 3 clusters Score -169933.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -169959.218750 Penalty: 705.266724
	Iteration 6Q: 3 clusters Score -169959.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -169972.609375 Penalty: 705.266724
	Iteration 7Q: 3 clusters Score -169972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -169980.171875 Penalty: 705.266724
	Iteration 8Q: 3 clusters Score -169980.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -169983.656250 Penalty: 705.266724
	Iteration 9Q: 3 clusters Score -169983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -169986.656250 Penalty: 705.266724
	Iteration 10Q: 3 clusters Score -169986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -169987.968750 Penalty: 705.266724
	Iteration 11Q: 3 clusters Score -169988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -169990.046875 Penalty: 705.266724
	Iteration 12Q: 3 clusters Score -169990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -169990.734375 Penalty: 705.266724
	Iteration 13Q: 3 clusters Score -169990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -169991.468750 Penalty: 705.266724
	Iteration 14Q: 3 clusters Score -169991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -169992.453125 Penalty: 705.266724
	Iteration 15Q: 3 clusters Score -169992.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -169994.937500 Penalty: 705.266724
	Iteration 16Q: 3 clusters Score -169994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -169997.578125 Penalty: 705.266724
	Iteration 17Q: 3 clusters Score -169997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -169998.890625 Penalty: 705.266724
	Iteration 18Q: 3 clusters Score -169998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -169999.937500 Penalty: 705.266724
	Iteration 19Q: 3 clusters Score -169999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -170000.171875 Penalty: 705.266724
	Iteration 20F: 3 clusters Score -170000.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -170001.109375 Penalty: 705.266724
	Iteration 21Q: 3 clusters Score -170001.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -170002.265625 Penalty: 705.266724
	Iteration 22Q: 3 clusters Score -170002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -170004.062500 Penalty: 705.266724
	Iteration 23Q: 3 clusters Score -170004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -170008.609375 Penalty: 705.266724
	Iteration 24Q: 3 clusters Score -170008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -170013.968750 Penalty: 705.266724
	Iteration 25Q: 3 clusters Score -170014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -170021.843750 Penalty: 705.266724
	Iteration 26Q: 3 clusters Score -170021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -170030.484375 Penalty: 705.266724
	Iteration 27Q: 3 clusters Score -170030.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -170041.171875 Penalty: 705.266724
	Iteration 28Q: 3 clusters Score -170041.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -170048.843750 Penalty: 705.266724
	Iteration 29Q: 3 clusters Score -170048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -170054.500000 Penalty: 705.266724
	Iteration 30Q: 3 clusters Score -170054.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170060.812500 Penalty: 705.266724
	Iteration 31Q: 3 clusters Score -170060.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -170071.343750 Penalty: 705.266724
	Iteration 32Q: 3 clusters Score -170071.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -170083.265625 Penalty: 705.266724
	Iteration 33Q: 3 clusters Score -170083.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -170095.796875 Penalty: 705.266724
	Iteration 34Q: 3 clusters Score -170095.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170108.765625 Penalty: 705.266724
	Iteration 35Q: 3 clusters Score -170108.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -170123.406250 Penalty: 705.266724
	Iteration 36Q: 3 clusters Score -170123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170138.031250 Penalty: 705.266724
	Iteration 37Q: 3 clusters Score -170138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -170150.375000 Penalty: 705.266724
	Iteration 38Q: 3 clusters Score -170150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170157.484375 Penalty: 705.266724
	Iteration 39Q: 3 clusters Score -170157.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -170164.734375 Penalty: 705.266724
	Iteration 40F: 3 clusters Score -170164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -170173.515625 Penalty: 705.266724
	Iteration 41Q: 3 clusters Score -170173.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170185.203125 Penalty: 705.266724
	Iteration 42Q: 3 clusters Score -170185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -170195.546875 Penalty: 705.266724
	Iteration 43Q: 3 clusters Score -170195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -170202.718750 Penalty: 705.266724
	Iteration 44Q: 3 clusters Score -170202.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170207.515625 Penalty: 705.266724
	Iteration 45Q: 3 clusters Score -170207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170214.109375 Penalty: 705.266724
	Iteration 46Q: 3 clusters Score -170214.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -170220.687500 Penalty: 705.266724
	Iteration 47Q: 3 clusters Score -170220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170226.421875 Penalty: 705.266724
	Iteration 48Q: 3 clusters Score -170226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -170228.671875 Penalty: 705.266724
	Iteration 49Q: 3 clusters Score -170228.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -170230.750000 Penalty: 705.266724
	Iteration 50Q: 3 clusters Score -170230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170232.453125 Penalty: 705.266724
	Iteration 51Q: 3 clusters Score -170232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -170234.515625 Penalty: 705.266724
	Iteration 52Q: 3 clusters Score -170234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170235.953125 Penalty: 705.266724
	Iteration 53Q: 3 clusters Score -170236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -170237.093750 Penalty: 705.266724
	Iteration 54Q: 3 clusters Score -170237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -170237.281250 Penalty: 705.266724
	Iteration 55Q: 3 clusters Score -170237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -170238.203125 Penalty: 705.266724
	Iteration 56Q: 3 clusters Score -170238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -170238.640625 Penalty: 705.266724
	Iteration 57Q: 3 clusters Score -170238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -170239.015625 Penalty: 705.266724
	Iteration 58Q: 3 clusters Score -170239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -170239.062500 Penalty: 705.266724
	Iteration 59Q: 3 clusters Score -170239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170239.390625 Penalty: 705.266724
	Iteration 60F: 3 clusters Score -170239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Entering Unmasked Estep 
Score: -42046432.000000 Penalty: 22271.648438
Splitting cluster 9 changes total score from -42043892.000000 to -42046432.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -255422.265625 Penalty: 371.264557
	Iteration 0F: 2 clusters Score -255422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -253043.593750 Penalty: 742.529114
	Iteration 0F: 3 clusters Score -253043.6 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -253894.500000 Penalty: 742.529114
	Iteration 1F: 3 clusters Score -253894.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -254026.562500 Penalty: 742.529114
	Iteration 2F: 3 clusters Score -254026.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -254115.703125 Penalty: 742.529114
	Iteration 3F: 3 clusters Score -254115.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254195.906250 Penalty: 742.529114
	Iteration 4F: 3 clusters Score -254195.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -254269.015625 Penalty: 742.529114
	Iteration 5Q: 3 clusters Score -254269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254344.593750 Penalty: 742.529114
	Iteration 6Q: 3 clusters Score -254344.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -254442.906250 Penalty: 742.529114
	Iteration 7Q: 3 clusters Score -254442.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -254541.437500 Penalty: 742.529114
	Iteration 8Q: 3 clusters Score -254541.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -254607.828125 Penalty: 742.529114
	Iteration 9Q: 3 clusters Score -254607.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -254678.687500 Penalty: 742.529114
	Iteration 10Q: 3 clusters Score -254678.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -254731.687500 Penalty: 742.529114
	Iteration 11Q: 3 clusters Score -254731.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -254788.796875 Penalty: 742.529114
	Iteration 12Q: 3 clusters Score -254788.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -254846.031250 Penalty: 742.529114
	Iteration 13Q: 3 clusters Score -254846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -254900.546875 Penalty: 742.529114
	Iteration 14Q: 3 clusters Score -254900.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -254939.640625 Penalty: 742.529114
	Iteration 15Q: 3 clusters Score -254939.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -254972.500000 Penalty: 742.529114
	Iteration 16Q: 3 clusters Score -254972.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -254996.515625 Penalty: 742.529114
	Iteration 17Q: 3 clusters Score -254996.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -255014.421875 Penalty: 742.529114
	Iteration 18Q: 3 clusters Score -255014.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -255033.250000 Penalty: 742.529114
	Iteration 19Q: 3 clusters Score -255033.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -255049.062500 Penalty: 742.529114
	Iteration 20F: 3 clusters Score -255049.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -255058.687500 Penalty: 742.529114
	Iteration 21Q: 3 clusters Score -255058.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -255065.968750 Penalty: 742.529114
	Iteration 22Q: 3 clusters Score -255066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -255070.578125 Penalty: 742.529114
	Iteration 23Q: 3 clusters Score -255070.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -255074.187500 Penalty: 742.529114
	Iteration 24Q: 3 clusters Score -255074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -255078.000000 Penalty: 742.529114
	Iteration 25Q: 3 clusters Score -255078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -255081.140625 Penalty: 742.529114
	Iteration 26Q: 3 clusters Score -255081.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -255085.484375 Penalty: 742.529114
	Iteration 27Q: 3 clusters Score -255085.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -255088.828125 Penalty: 742.529114
	Iteration 28Q: 3 clusters Score -255088.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -255090.703125 Penalty: 742.529114
	Iteration 29Q: 3 clusters Score -255090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -255092.671875 Penalty: 742.529114
	Iteration 30Q: 3 clusters Score -255092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -255095.500000 Penalty: 742.529114
	Iteration 31Q: 3 clusters Score -255095.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -255099.578125 Penalty: 742.529114
	Iteration 32Q: 3 clusters Score -255099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -255104.921875 Penalty: 742.529114
	Iteration 33Q: 3 clusters Score -255104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -255110.656250 Penalty: 742.529114
	Iteration 34Q: 3 clusters Score -255110.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -255114.421875 Penalty: 742.529114
	Iteration 35Q: 3 clusters Score -255114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -255118.937500 Penalty: 742.529114
	Iteration 36Q: 3 clusters Score -255118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -255123.109375 Penalty: 742.529114
	Iteration 37Q: 3 clusters Score -255123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -255126.796875 Penalty: 742.529114
	Iteration 38Q: 3 clusters Score -255126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -255128.187500 Penalty: 742.529114
	Iteration 39Q: 3 clusters Score -255128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -255128.953125 Penalty: 742.529114
	Iteration 40F: 3 clusters Score -255129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -255129.437500 Penalty: 742.529114
	Iteration 41Q: 3 clusters Score -255129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -255130.171875 Penalty: 742.529114
	Iteration 42Q: 3 clusters Score -255130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -255131.500000 Penalty: 742.529114
	Iteration 43Q: 3 clusters Score -255131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -255133.375000 Penalty: 742.529114
	Iteration 44Q: 3 clusters Score -255133.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -255137.343750 Penalty: 742.529114
	Iteration 45Q: 3 clusters Score -255137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -255140.671875 Penalty: 742.529114
	Iteration 46Q: 3 clusters Score -255140.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -255144.312500 Penalty: 742.529114
	Iteration 47Q: 3 clusters Score -255144.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -255147.328125 Penalty: 742.529114
	Iteration 48Q: 3 clusters Score -255147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -255150.812500 Penalty: 742.529114
	Iteration 49Q: 3 clusters Score -255150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -255155.125000 Penalty: 742.529114
	Iteration 50Q: 3 clusters Score -255155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -255156.625000 Penalty: 742.529114
	Iteration 51Q: 3 clusters Score -255156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -255156.625000 Penalty: 742.529114
	Iteration 52F: 3 clusters Score -255156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -38662.914062 Penalty: 319.742828
	Iteration 0F: 2 clusters Score -38662.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -37844.589844 Penalty: 639.485657
	Iteration 0F: 3 clusters Score -37844.59 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -38501.964844 Penalty: 639.485657
	Iteration 1F: 3 clusters Score -38501.96 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -38654.914062 Penalty: 639.485657
	Iteration 2F: 3 clusters Score -38654.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38742.984375 Penalty: 639.485657
	Iteration 3Q: 3 clusters Score -38742.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -38800.929688 Penalty: 639.485657
	Iteration 4Q: 3 clusters Score -38800.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -38828.792969 Penalty: 639.485657
	Iteration 5Q: 3 clusters Score -38828.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -38843.355469 Penalty: 639.485657
	Iteration 6Q: 3 clusters Score -38843.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -38854.945312 Penalty: 639.485657
	Iteration 7Q: 3 clusters Score -38854.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -38863.671875 Penalty: 639.485657
	Iteration 8Q: 3 clusters Score -38863.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -38868.769531 Penalty: 639.485657
	Iteration 9Q: 3 clusters Score -38868.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -38872.089844 Penalty: 639.485657
	Iteration 10Q: 3 clusters Score -38872.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -38881.679688 Penalty: 639.485657
	Iteration 11Q: 3 clusters Score -38881.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -38900.460938 Penalty: 639.485657
	Iteration 12Q: 3 clusters Score -38900.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -38915.308594 Penalty: 639.485657
	Iteration 13Q: 3 clusters Score -38915.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -38928.683594 Penalty: 639.485657
	Iteration 14Q: 3 clusters Score -38928.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -38933.996094 Penalty: 639.485657
	Iteration 15Q: 3 clusters Score -38934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -38942.753906 Penalty: 639.485657
	Iteration 16Q: 3 clusters Score -38942.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38949.003906 Penalty: 639.485657
	Iteration 17Q: 3 clusters Score -38949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -38951.609375 Penalty: 639.485657
	Iteration 18Q: 3 clusters Score -38951.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -38952.886719 Penalty: 639.485657
	Iteration 19Q: 3 clusters Score -38952.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -38956.671875 Penalty: 639.485657
	Iteration 20F: 3 clusters Score -38956.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -38960.136719 Penalty: 639.485657
	Iteration 21Q: 3 clusters Score -38960.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -38963.082031 Penalty: 639.485657
	Iteration 22Q: 3 clusters Score -38963.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -38964.414062 Penalty: 639.485657
	Iteration 23Q: 3 clusters Score -38964.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38965.476562 Penalty: 639.485657
	Iteration 24Q: 3 clusters Score -38965.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38965.714844 Penalty: 639.485657
	Iteration 25Q: 3 clusters Score -38965.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -38965.714844 Penalty: 639.485657
	Iteration 26F: 3 clusters Score -38965.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Entering Unmasked Estep 
Score: -42046460.000000 Penalty: 22873.583984
Splitting cluster 11 changes total score from -42043892.000000 to -42046460.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -31572.964844 Penalty: 288.083344
	Iteration 0F: 2 clusters Score -31572.96 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 285 members 
Entering Unmasked Estep 
Score: -31084.742188 Penalty: 576.166687
	Iteration 0F: 3 clusters Score -31084.74 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31415.054688 Penalty: 576.166687
	Iteration 1F: 3 clusters Score -31415.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31511.556641 Penalty: 576.166687
	Iteration 2F: 3 clusters Score -31511.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31602.130859 Penalty: 576.166687
	Iteration 3F: 3 clusters Score -31602.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31649.613281 Penalty: 576.166687
	Iteration 4Q: 3 clusters Score -31649.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -31659.457031 Penalty: 576.166687
	Iteration 5Q: 3 clusters Score -31659.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -31668.287109 Penalty: 576.166687
	Iteration 6Q: 3 clusters Score -31668.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -31674.230469 Penalty: 576.166687
	Iteration 7Q: 3 clusters Score -31674.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31682.277344 Penalty: 576.166687
	Iteration 8Q: 3 clusters Score -31682.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31701.164062 Penalty: 576.166687
	Iteration 9Q: 3 clusters Score -31701.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31721.636719 Penalty: 576.166687
	Iteration 10Q: 3 clusters Score -31721.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31753.042969 Penalty: 576.166687
	Iteration 11Q: 3 clusters Score -31753.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31792.244141 Penalty: 576.166687
	Iteration 12Q: 3 clusters Score -31792.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31820.351562 Penalty: 576.166687
	Iteration 13Q: 3 clusters Score -31820.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31838.644531 Penalty: 576.166687
	Iteration 14Q: 3 clusters Score -31838.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31845.509766 Penalty: 576.166687
	Iteration 15Q: 3 clusters Score -31845.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31846.367188 Penalty: 576.166687
	Iteration 16Q: 3 clusters Score -31846.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31846.931641 Penalty: 576.166687
	Iteration 17Q: 3 clusters Score -31846.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31847.781250 Penalty: 576.166687
	Iteration 18Q: 3 clusters Score -31847.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31847.781250 Penalty: 576.166687
	Iteration 19F: 3 clusters Score -31847.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 45603 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Entering Unmasked Estep 
Score: -42046464.000000 Penalty: 23475.521484
Splitting cluster 12 changes total score from -42043892.000000 to -42046464.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (45603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Entering Unmasked Estep 
Score: -3641537.500000 Penalty: 488.111664
	Iteration 0F: 2 clusters Score -3641538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3622539.750000 Penalty: 976.223328
	Iteration 0F: 3 clusters Score -3622540 nChanged 21927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3636398.750000 Penalty: 976.223328
	Iteration 1F: 3 clusters Score -3636399 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3637427.000000 Penalty: 976.223328
	Iteration 2F: 3 clusters Score -3637427 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3638788.500000 Penalty: 976.223328
	Iteration 3F: 3 clusters Score -3638788 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3640597.250000 Penalty: 976.223328
	Iteration 4F: 3 clusters Score -3640597 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3642555.500000 Penalty: 976.223328
	Iteration 5F: 3 clusters Score -3642556 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3644159.750000 Penalty: 976.223328
	Iteration 6Q: 3 clusters Score -3644160 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3644907.500000 Penalty: 976.223328
	Iteration 7Q: 3 clusters Score -3644908 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3645210.750000 Penalty: 976.223328
	Iteration 8Q: 3 clusters Score -3645211 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3645427.000000 Penalty: 976.223328
	Iteration 9Q: 3 clusters Score -3645427 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3645596.000000 Penalty: 976.223328
	Iteration 10Q: 3 clusters Score -3645596 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3645746.750000 Penalty: 976.223328
	Iteration 11Q: 3 clusters Score -3645747 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3645876.250000 Penalty: 976.223328
	Iteration 12Q: 3 clusters Score -3645876 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -3646005.750000 Penalty: 976.223328
	Iteration 13Q: 3 clusters Score -3646006 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3646117.500000 Penalty: 976.223328
	Iteration 14Q: 3 clusters Score -3646118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -3646226.500000 Penalty: 976.223328
	Iteration 15Q: 3 clusters Score -3646226 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3646363.000000 Penalty: 976.223328
	Iteration 16Q: 3 clusters Score -3646363 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3646439.250000 Penalty: 976.223328
	Iteration 17Q: 3 clusters Score -3646439 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3646537.250000 Penalty: 976.223328
	Iteration 18Q: 3 clusters Score -3646537 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3646654.500000 Penalty: 976.223328
	Iteration 19Q: 3 clusters Score -3646654 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3646716.000000 Penalty: 976.223328
	Iteration 20F: 3 clusters Score -3646716 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3646791.250000 Penalty: 976.223328
	Iteration 21Q: 3 clusters Score -3646791 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3646846.250000 Penalty: 976.223328
	Iteration 22Q: 3 clusters Score -3646846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -3646882.250000 Penalty: 976.223328
	Iteration 23Q: 3 clusters Score -3646882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3646907.500000 Penalty: 976.223328
	Iteration 24Q: 3 clusters Score -3646908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3646912.250000 Penalty: 976.223328
	Iteration 25Q: 3 clusters Score -3646912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3646924.500000 Penalty: 976.223328
	Iteration 26Q: 3 clusters Score -3646924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -3646952.250000 Penalty: 976.223328
	Iteration 27Q: 3 clusters Score -3646952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3646973.250000 Penalty: 976.223328
	Iteration 28Q: 3 clusters Score -3646973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3646974.750000 Penalty: 976.223328
	Iteration 29Q: 3 clusters Score -3646975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3646984.500000 Penalty: 976.223328
	Iteration 30Q: 3 clusters Score -3646984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3646972.750000 Penalty: 976.223328
	Iteration 31Q: 3 clusters Score -3646973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3646963.000000 Penalty: 976.223328
	Iteration 32Q: 3 clusters Score -3646963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3646960.250000 Penalty: 976.223328
	Iteration 33Q: 3 clusters Score -3646960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3646953.000000 Penalty: 976.223328
	Iteration 34Q: 3 clusters Score -3646953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3646942.000000 Penalty: 976.223328
	Iteration 35Q: 3 clusters Score -3646942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3646932.250000 Penalty: 976.223328
	Iteration 36Q: 3 clusters Score -3646932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3646884.250000 Penalty: 976.223328
	Iteration 37Q: 3 clusters Score -3646884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3646880.750000 Penalty: 976.223328
	Iteration 38Q: 3 clusters Score -3646881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3646892.000000 Penalty: 976.223328
	Iteration 39Q: 3 clusters Score -3646892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3646892.000000 Penalty: 976.223328
	Iteration 40F: 3 clusters Score -3646892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3646895.250000 Penalty: 976.223328
	Iteration 41Q: 3 clusters Score -3646895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3646904.500000 Penalty: 976.223328
	Iteration 42Q: 3 clusters Score -3646904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3646904.500000 Penalty: 976.223328
	Iteration 43Q: 3 clusters Score -3646904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3646906.000000 Penalty: 976.223328
	Iteration 44Q: 3 clusters Score -3646906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3646911.250000 Penalty: 976.223328
	Iteration 45Q: 3 clusters Score -3646911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3646905.250000 Penalty: 976.223328
	Iteration 46Q: 3 clusters Score -3646905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3646908.250000 Penalty: 976.223328
	Iteration 47Q: 3 clusters Score -3646908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3646917.500000 Penalty: 976.223328
	Iteration 48Q: 3 clusters Score -3646918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3646913.500000 Penalty: 976.223328
	Iteration 49Q: 3 clusters Score -3646914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3646921.500000 Penalty: 976.223328
	Iteration 50Q: 3 clusters Score -3646922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3646927.500000 Penalty: 976.223328
	Iteration 51Q: 3 clusters Score -3646928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3646927.500000 Penalty: 976.223328
	Iteration 52Q: 3 clusters Score -3646928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3646934.000000 Penalty: 976.223328
	Iteration 53Q: 3 clusters Score -3646934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -3646934.750000 Penalty: 976.223328
	Iteration 54Q: 3 clusters Score -3646935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3646935.250000 Penalty: 976.223328
	Iteration 55Q: 3 clusters Score -3646935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3646937.500000 Penalty: 976.223328
	Iteration 56Q: 3 clusters Score -3646938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3646944.500000 Penalty: 976.223328
	Iteration 57Q: 3 clusters Score -3646944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3646944.500000 Penalty: 976.223328
	Iteration 58F: 3 clusters Score -3646944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Entering Unmasked Estep 
Score: -42051908.000000 Penalty: 24077.457031
Splitting cluster 13 changes total score from -42043892.000000 to -42051908.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -30188.894531 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -30188.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29760.851562 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -29760.85 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29913.818359 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -29913.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29945.998047 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -29946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29970.230469 Penalty: 557.146851
	Iteration 3F: 3 clusters Score -29970.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29988.996094 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -29989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30016.630859 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -30016.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30050.593750 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -30050.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30075.386719 Penalty: 557.146851
	Iteration 7F: 3 clusters Score -30075.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30091.496094 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -30091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30096.890625 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -30096.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30098.791016 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -30098.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30098.791016 Penalty: 557.146851
	Iteration 11F: 3 clusters Score -30098.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Entering Unmasked Estep 
Score: -1830489.125000 Penalty: 456.254089
	Iteration 0F: 2 clusters Score -1830489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1816160.625000 Penalty: 912.508179
	Iteration 0F: 3 clusters Score -1816161 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1822950.250000 Penalty: 912.508179
	Iteration 1F: 3 clusters Score -1822950 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1823908.250000 Penalty: 912.508179
	Iteration 2F: 3 clusters Score -1823908 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1825298.000000 Penalty: 912.508179
	Iteration 3F: 3 clusters Score -1825298 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1827111.250000 Penalty: 912.508179
	Iteration 4F: 3 clusters Score -1827111 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1828702.750000 Penalty: 912.508179
	Iteration 5F: 3 clusters Score -1828703 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1829735.875000 Penalty: 912.508179
	Iteration 6F: 3 clusters Score -1829736 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1830232.875000 Penalty: 912.508179
	Iteration 7Q: 3 clusters Score -1830233 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1830494.875000 Penalty: 912.508179
	Iteration 8Q: 3 clusters Score -1830495 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1830663.000000 Penalty: 912.508179
	Iteration 9Q: 3 clusters Score -1830663 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1830780.625000 Penalty: 912.508179
	Iteration 10Q: 3 clusters Score -1830781 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1830869.250000 Penalty: 912.508179
	Iteration 11Q: 3 clusters Score -1830869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1830921.750000 Penalty: 912.508179
	Iteration 12Q: 3 clusters Score -1830922 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1830938.750000 Penalty: 912.508179
	Iteration 13Q: 3 clusters Score -1830939 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1830970.625000 Penalty: 912.508179
	Iteration 14Q: 3 clusters Score -1830971 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1830990.375000 Penalty: 912.508179
	Iteration 15Q: 3 clusters Score -1830990 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1831009.750000 Penalty: 912.508179
	Iteration 16Q: 3 clusters Score -1831010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1831030.000000 Penalty: 912.508179
	Iteration 17Q: 3 clusters Score -1831030 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1831042.500000 Penalty: 912.508179
	Iteration 18Q: 3 clusters Score -1831042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1831055.125000 Penalty: 912.508179
	Iteration 19Q: 3 clusters Score -1831055 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1831063.375000 Penalty: 912.508179
	Iteration 20F: 3 clusters Score -1831063 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1831063.250000 Penalty: 912.508179
	Iteration 21Q: 3 clusters Score -1831063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1831063.750000 Penalty: 912.508179
	Iteration 22Q: 3 clusters Score -1831064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1831059.375000 Penalty: 912.508179
	Iteration 23Q: 3 clusters Score -1831059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1831057.000000 Penalty: 912.508179
	Iteration 24Q: 3 clusters Score -1831057 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1831056.500000 Penalty: 912.508179
	Iteration 25Q: 3 clusters Score -1831056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1831051.750000 Penalty: 912.508179
	Iteration 26Q: 3 clusters Score -1831052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1831051.500000 Penalty: 912.508179
	Iteration 27Q: 3 clusters Score -1831052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1831045.375000 Penalty: 912.508179
	Iteration 28Q: 3 clusters Score -1831045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1831031.500000 Penalty: 912.508179
	Iteration 29Q: 3 clusters Score -1831032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1831037.125000 Penalty: 912.508179
	Iteration 30Q: 3 clusters Score -1831037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1831031.625000 Penalty: 912.508179
	Iteration 31Q: 3 clusters Score -1831032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1831020.375000 Penalty: 912.508179
	Iteration 32Q: 3 clusters Score -1831020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1831013.750000 Penalty: 912.508179
	Iteration 33Q: 3 clusters Score -1831014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1831006.875000 Penalty: 912.508179
	Iteration 34Q: 3 clusters Score -1831007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1831007.125000 Penalty: 912.508179
	Iteration 35Q: 3 clusters Score -1831007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1831000.000000 Penalty: 912.508179
	Iteration 36Q: 3 clusters Score -1831000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1830986.000000 Penalty: 912.508179
	Iteration 37Q: 3 clusters Score -1830986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1830987.250000 Penalty: 912.508179
	Iteration 38Q: 3 clusters Score -1830987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1830993.125000 Penalty: 912.508179
	Iteration 39Q: 3 clusters Score -1830993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1830981.625000 Penalty: 912.508179
	Iteration 40F: 3 clusters Score -1830982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1830965.250000 Penalty: 912.508179
	Iteration 41Q: 3 clusters Score -1830965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1830966.500000 Penalty: 912.508179
	Iteration 42Q: 3 clusters Score -1830966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1830961.875000 Penalty: 912.508179
	Iteration 43Q: 3 clusters Score -1830962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1830951.750000 Penalty: 912.508179
	Iteration 44Q: 3 clusters Score -1830952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1830940.125000 Penalty: 912.508179
	Iteration 45Q: 3 clusters Score -1830940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1830934.500000 Penalty: 912.508179
	Iteration 46Q: 3 clusters Score -1830934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1830929.625000 Penalty: 912.508179
	Iteration 47Q: 3 clusters Score -1830930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1830925.750000 Penalty: 912.508179
	Iteration 48Q: 3 clusters Score -1830926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1830921.625000 Penalty: 912.508179
	Iteration 49Q: 3 clusters Score -1830922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1830913.125000 Penalty: 912.508179
	Iteration 50Q: 3 clusters Score -1830913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1830907.750000 Penalty: 912.508179
	Iteration 51Q: 3 clusters Score -1830908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1830906.000000 Penalty: 912.508179
	Iteration 52Q: 3 clusters Score -1830906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1830890.750000 Penalty: 912.508179
	Iteration 53Q: 3 clusters Score -1830891 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1830887.250000 Penalty: 912.508179
	Iteration 54Q: 3 clusters Score -1830887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1830887.375000 Penalty: 912.508179
	Iteration 55Q: 3 clusters Score -1830887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1830878.625000 Penalty: 912.508179
	Iteration 56Q: 3 clusters Score -1830879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1830875.500000 Penalty: 912.508179
	Iteration 57Q: 3 clusters Score -1830876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1830868.875000 Penalty: 912.508179
	Iteration 58Q: 3 clusters Score -1830869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1830868.500000 Penalty: 912.508179
	Iteration 59Q: 3 clusters Score -1830868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1830859.875000 Penalty: 912.508179
	Iteration 60F: 3 clusters Score -1830860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1830860.375000 Penalty: 912.508179
	Iteration 61Q: 3 clusters Score -1830860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1830852.875000 Penalty: 912.508179
	Iteration 62Q: 3 clusters Score -1830853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1830843.250000 Penalty: 912.508179
	Iteration 63Q: 3 clusters Score -1830843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1830838.000000 Penalty: 912.508179
	Iteration 64Q: 3 clusters Score -1830838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1830831.750000 Penalty: 912.508179
	Iteration 65Q: 3 clusters Score -1830832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1830828.250000 Penalty: 912.508179
	Iteration 66Q: 3 clusters Score -1830828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1830823.625000 Penalty: 912.508179
	Iteration 67Q: 3 clusters Score -1830824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1830817.500000 Penalty: 912.508179
	Iteration 68Q: 3 clusters Score -1830818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1830814.500000 Penalty: 912.508179
	Iteration 69Q: 3 clusters Score -1830814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1830809.250000 Penalty: 912.508179
	Iteration 70Q: 3 clusters Score -1830809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1830803.375000 Penalty: 912.508179
	Iteration 71Q: 3 clusters Score -1830803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1830787.125000 Penalty: 912.508179
	Iteration 72Q: 3 clusters Score -1830787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1830783.000000 Penalty: 912.508179
	Iteration 73Q: 3 clusters Score -1830783 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1830774.000000 Penalty: 912.508179
	Iteration 74Q: 3 clusters Score -1830774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1830767.625000 Penalty: 912.508179
	Iteration 75Q: 3 clusters Score -1830768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1830768.125000 Penalty: 912.508179
	Iteration 76Q: 3 clusters Score -1830768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1830751.750000 Penalty: 912.508179
	Iteration 77Q: 3 clusters Score -1830752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1830750.375000 Penalty: 912.508179
	Iteration 78Q: 3 clusters Score -1830750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1830753.750000 Penalty: 912.508179
	Iteration 79Q: 3 clusters Score -1830754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1830734.375000 Penalty: 912.508179
	Iteration 80F: 3 clusters Score -1830734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1830727.875000 Penalty: 912.508179
	Iteration 81Q: 3 clusters Score -1830728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1830719.750000 Penalty: 912.508179
	Iteration 82Q: 3 clusters Score -1830720 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1830711.625000 Penalty: 912.508179
	Iteration 83Q: 3 clusters Score -1830712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1830704.625000 Penalty: 912.508179
	Iteration 84Q: 3 clusters Score -1830705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1830695.375000 Penalty: 912.508179
	Iteration 85Q: 3 clusters Score -1830695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1830692.500000 Penalty: 912.508179
	Iteration 86Q: 3 clusters Score -1830692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1830691.750000 Penalty: 912.508179
	Iteration 87Q: 3 clusters Score -1830692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1830680.500000 Penalty: 912.508179
	Iteration 88Q: 3 clusters Score -1830680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1830684.875000 Penalty: 912.508179
	Iteration 89Q: 3 clusters Score -1830685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1830679.250000 Penalty: 912.508179
	Iteration 90Q: 3 clusters Score -1830679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1830679.500000 Penalty: 912.508179
	Iteration 91Q: 3 clusters Score -1830680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1830660.625000 Penalty: 912.508179
	Iteration 92Q: 3 clusters Score -1830661 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1830643.500000 Penalty: 912.508179
	Iteration 93Q: 3 clusters Score -1830644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1830642.000000 Penalty: 912.508179
	Iteration 94Q: 3 clusters Score -1830642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1830632.750000 Penalty: 912.508179
	Iteration 95Q: 3 clusters Score -1830633 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1830616.875000 Penalty: 912.508179
	Iteration 96Q: 3 clusters Score -1830617 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1830612.000000 Penalty: 912.508179
	Iteration 97Q: 3 clusters Score -1830612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1830624.625000 Penalty: 912.508179
	Iteration 98Q: 3 clusters Score -1830625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1830630.500000 Penalty: 912.508179
	Iteration 99Q: 3 clusters Score -1830630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1830630.125000 Penalty: 912.508179
	Iteration 100F: 3 clusters Score -1830630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1830625.500000 Penalty: 912.508179
	Iteration 101Q: 3 clusters Score -1830626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1830621.750000 Penalty: 912.508179
	Iteration 102Q: 3 clusters Score -1830622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1830617.375000 Penalty: 912.508179
	Iteration 103Q: 3 clusters Score -1830617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1830618.750000 Penalty: 912.508179
	Iteration 104Q: 3 clusters Score -1830619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1830618.875000 Penalty: 912.508179
	Iteration 105Q: 3 clusters Score -1830619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1830614.625000 Penalty: 912.508179
	Iteration 106Q: 3 clusters Score -1830615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1830613.000000 Penalty: 912.508179
	Iteration 107Q: 3 clusters Score -1830613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1830603.000000 Penalty: 912.508179
	Iteration 108Q: 3 clusters Score -1830603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1830598.375000 Penalty: 912.508179
	Iteration 109Q: 3 clusters Score -1830598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1830591.750000 Penalty: 912.508179
	Iteration 110Q: 3 clusters Score -1830592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1830595.375000 Penalty: 912.508179
	Iteration 111Q: 3 clusters Score -1830595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1830597.000000 Penalty: 912.508179
	Iteration 112Q: 3 clusters Score -1830597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1830583.750000 Penalty: 912.508179
	Iteration 113Q: 3 clusters Score -1830584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1830585.750000 Penalty: 912.508179
	Iteration 114Q: 3 clusters Score -1830586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1830589.125000 Penalty: 912.508179
	Iteration 115Q: 3 clusters Score -1830589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1830584.750000 Penalty: 912.508179
	Iteration 116Q: 3 clusters Score -1830585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1830586.125000 Penalty: 912.508179
	Iteration 117Q: 3 clusters Score -1830586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1830586.250000 Penalty: 912.508179
	Iteration 118Q: 3 clusters Score -1830586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1830587.125000 Penalty: 912.508179
	Iteration 119Q: 3 clusters Score -1830587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1830579.250000 Penalty: 912.508179
	Iteration 120F: 3 clusters Score -1830579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1830575.750000 Penalty: 912.508179
	Iteration 121Q: 3 clusters Score -1830576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1830579.875000 Penalty: 912.508179
	Iteration 122Q: 3 clusters Score -1830580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1830572.500000 Penalty: 912.508179
	Iteration 123Q: 3 clusters Score -1830572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1830568.875000 Penalty: 912.508179
	Iteration 124Q: 3 clusters Score -1830569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1830573.625000 Penalty: 912.508179
	Iteration 125Q: 3 clusters Score -1830574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1830572.000000 Penalty: 912.508179
	Iteration 126Q: 3 clusters Score -1830572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1830570.125000 Penalty: 912.508179
	Iteration 127Q: 3 clusters Score -1830570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1830574.375000 Penalty: 912.508179
	Iteration 128Q: 3 clusters Score -1830574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1830570.875000 Penalty: 912.508179
	Iteration 129Q: 3 clusters Score -1830571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1830568.000000 Penalty: 912.508179
	Iteration 130Q: 3 clusters Score -1830568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1830562.500000 Penalty: 912.508179
	Iteration 131Q: 3 clusters Score -1830562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1830562.875000 Penalty: 912.508179
	Iteration 132Q: 3 clusters Score -1830563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1830563.125000 Penalty: 912.508179
	Iteration 133Q: 3 clusters Score -1830563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1830559.750000 Penalty: 912.508179
	Iteration 134Q: 3 clusters Score -1830560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1830559.625000 Penalty: 912.508179
	Iteration 135Q: 3 clusters Score -1830560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1830557.250000 Penalty: 912.508179
	Iteration 136Q: 3 clusters Score -1830557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1830557.000000 Penalty: 912.508179
	Iteration 137Q: 3 clusters Score -1830557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1830552.625000 Penalty: 912.508179
	Iteration 138Q: 3 clusters Score -1830553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1830552.875000 Penalty: 912.508179
	Iteration 139Q: 3 clusters Score -1830553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1830556.625000 Penalty: 912.508179
	Iteration 140F: 3 clusters Score -1830557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1830556.875000 Penalty: 912.508179
	Iteration 141Q: 3 clusters Score -1830557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1830555.875000 Penalty: 912.508179
	Iteration 142Q: 3 clusters Score -1830556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1830551.750000 Penalty: 912.508179
	Iteration 143Q: 3 clusters Score -1830552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1830552.125000 Penalty: 912.508179
	Iteration 144Q: 3 clusters Score -1830552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1830550.875000 Penalty: 912.508179
	Iteration 145Q: 3 clusters Score -1830551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1830551.625000 Penalty: 912.508179
	Iteration 146Q: 3 clusters Score -1830552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1830551.750000 Penalty: 912.508179
	Iteration 147Q: 3 clusters Score -1830552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1830551.500000 Penalty: 912.508179
	Iteration 148Q: 3 clusters Score -1830552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1830551.500000 Penalty: 912.508179
	Iteration 149F: 3 clusters Score -1830552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 40037 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Entering Unmasked Estep 
Score: -42052180.000000 Penalty: 24679.392578
Splitting cluster 15 changes total score from -42043892.000000 to -42052180.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -181359.187500 Penalty: 353.159393
	Iteration 0F: 2 clusters Score -181359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -179712.031250 Penalty: 706.318787
	Iteration 0F: 3 clusters Score -179712 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -180246.640625 Penalty: 706.318787
	Iteration 1F: 3 clusters Score -180246.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -180319.703125 Penalty: 706.318787
	Iteration 2F: 3 clusters Score -180319.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -180356.453125 Penalty: 706.318787
	Iteration 3Q: 3 clusters Score -180356.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -180376.953125 Penalty: 706.318787
	Iteration 4Q: 3 clusters Score -180377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -180401.750000 Penalty: 706.318787
	Iteration 5Q: 3 clusters Score -180401.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -180436.500000 Penalty: 706.318787
	Iteration 6Q: 3 clusters Score -180436.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -180464.750000 Penalty: 706.318787
	Iteration 7Q: 3 clusters Score -180464.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -180495.250000 Penalty: 706.318787
	Iteration 8Q: 3 clusters Score -180495.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -180554.859375 Penalty: 706.318787
	Iteration 9Q: 3 clusters Score -180554.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180637.281250 Penalty: 706.318787
	Iteration 10Q: 3 clusters Score -180637.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -180719.000000 Penalty: 706.318787
	Iteration 11Q: 3 clusters Score -180719 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -180780.953125 Penalty: 706.318787
	Iteration 12Q: 3 clusters Score -180781 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -180837.750000 Penalty: 706.318787
	Iteration 13Q: 3 clusters Score -180837.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -180880.093750 Penalty: 706.318787
	Iteration 14Q: 3 clusters Score -180880.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -180922.265625 Penalty: 706.318787
	Iteration 15Q: 3 clusters Score -180922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -180951.593750 Penalty: 706.318787
	Iteration 16Q: 3 clusters Score -180951.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -180982.062500 Penalty: 706.318787
	Iteration 17Q: 3 clusters Score -180982.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -181007.312500 Penalty: 706.318787
	Iteration 18Q: 3 clusters Score -181007.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -181038.500000 Penalty: 706.318787
	Iteration 19Q: 3 clusters Score -181038.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -181064.671875 Penalty: 706.318787
	Iteration 20F: 3 clusters Score -181064.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -181082.562500 Penalty: 706.318787
	Iteration 21Q: 3 clusters Score -181082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -181099.671875 Penalty: 706.318787
	Iteration 22Q: 3 clusters Score -181099.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -181115.671875 Penalty: 706.318787
	Iteration 23Q: 3 clusters Score -181115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181127.218750 Penalty: 706.318787
	Iteration 24Q: 3 clusters Score -181127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181133.343750 Penalty: 706.318787
	Iteration 25Q: 3 clusters Score -181133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -181140.453125 Penalty: 706.318787
	Iteration 26Q: 3 clusters Score -181140.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -181149.000000 Penalty: 706.318787
	Iteration 27Q: 3 clusters Score -181149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -181154.031250 Penalty: 706.318787
	Iteration 28Q: 3 clusters Score -181154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -181159.593750 Penalty: 706.318787
	Iteration 29Q: 3 clusters Score -181159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181167.750000 Penalty: 706.318787
	Iteration 30Q: 3 clusters Score -181167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -181183.234375 Penalty: 706.318787
	Iteration 31Q: 3 clusters Score -181183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -181185.750000 Penalty: 706.318787
	Iteration 32Q: 3 clusters Score -181185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -181186.140625 Penalty: 706.318787
	Iteration 33Q: 3 clusters Score -181186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -181188.281250 Penalty: 706.318787
	Iteration 34Q: 3 clusters Score -181188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181189.875000 Penalty: 706.318787
	Iteration 35Q: 3 clusters Score -181189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181190.921875 Penalty: 706.318787
	Iteration 36Q: 3 clusters Score -181190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -181191.890625 Penalty: 706.318787
	Iteration 37Q: 3 clusters Score -181191.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -181193.953125 Penalty: 706.318787
	Iteration 38Q: 3 clusters Score -181194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -181198.781250 Penalty: 706.318787
	Iteration 39Q: 3 clusters Score -181198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -181216.359375 Penalty: 706.318787
	Iteration 40F: 3 clusters Score -181216.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -181243.687500 Penalty: 706.318787
	Iteration 41Q: 3 clusters Score -181243.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -181260.312500 Penalty: 706.318787
	Iteration 42Q: 3 clusters Score -181260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -181268.281250 Penalty: 706.318787
	Iteration 43Q: 3 clusters Score -181268.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -181272.046875 Penalty: 706.318787
	Iteration 44Q: 3 clusters Score -181272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -181276.546875 Penalty: 706.318787
	Iteration 45Q: 3 clusters Score -181276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -181277.859375 Penalty: 706.318787
	Iteration 46Q: 3 clusters Score -181277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -181280.250000 Penalty: 706.318787
	Iteration 47Q: 3 clusters Score -181280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -181281.625000 Penalty: 706.318787
	Iteration 48Q: 3 clusters Score -181281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -181283.375000 Penalty: 706.318787
	Iteration 49Q: 3 clusters Score -181283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -181285.328125 Penalty: 706.318787
	Iteration 50Q: 3 clusters Score -181285.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -181286.265625 Penalty: 706.318787
	Iteration 51Q: 3 clusters Score -181286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -181288.234375 Penalty: 706.318787
	Iteration 52Q: 3 clusters Score -181288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -181288.234375 Penalty: 706.318787
	Iteration 53F: 3 clusters Score -181288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Entering Unmasked Estep 
Score: -3229963.000000 Penalty: 482.188934
	Iteration 0F: 2 clusters Score -3229963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3209516.750000 Penalty: 964.377869
	Iteration 0F: 3 clusters Score -3209517 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3220399.500000 Penalty: 964.377869
	Iteration 1F: 3 clusters Score -3220400 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3220950.000000 Penalty: 964.377869
	Iteration 2F: 3 clusters Score -3220950 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3221986.250000 Penalty: 964.377869
	Iteration 3F: 3 clusters Score -3221986 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3223749.750000 Penalty: 964.377869
	Iteration 4F: 3 clusters Score -3223750 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3226030.500000 Penalty: 964.377869
	Iteration 5F: 3 clusters Score -3226030 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3227860.500000 Penalty: 964.377869
	Iteration 6F: 3 clusters Score -3227860 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3228726.500000 Penalty: 964.377869
	Iteration 7F: 3 clusters Score -3228726 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3229062.250000 Penalty: 964.377869
	Iteration 8Q: 3 clusters Score -3229062 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3229255.000000 Penalty: 964.377869
	Iteration 9Q: 3 clusters Score -3229255 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3229400.750000 Penalty: 964.377869
	Iteration 10Q: 3 clusters Score -3229401 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3229560.500000 Penalty: 964.377869
	Iteration 11Q: 3 clusters Score -3229560 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3229751.250000 Penalty: 964.377869
	Iteration 12Q: 3 clusters Score -3229751 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3229972.500000 Penalty: 964.377869
	Iteration 13Q: 3 clusters Score -3229972 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3230157.250000 Penalty: 964.377869
	Iteration 14Q: 3 clusters Score -3230157 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3230388.500000 Penalty: 964.377869
	Iteration 15Q: 3 clusters Score -3230388 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3230571.000000 Penalty: 964.377869
	Iteration 16Q: 3 clusters Score -3230571 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3230770.750000 Penalty: 964.377869
	Iteration 17Q: 3 clusters Score -3230771 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3230712.750000 Penalty: 964.377869
	Iteration 18Q: 3 clusters Score -3230713 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3230524.000000 Penalty: 964.377869
	Iteration 19Q: 3 clusters Score -3230524 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3230773.250000 Penalty: 964.377869
	Iteration 20F: 3 clusters Score -3230773 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3230963.500000 Penalty: 964.377869
	Iteration 21Q: 3 clusters Score -3230964 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3231097.250000 Penalty: 964.377869
	Iteration 22Q: 3 clusters Score -3231097 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3231209.500000 Penalty: 964.377869
	Iteration 23Q: 3 clusters Score -3231210 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3231244.250000 Penalty: 964.377869
	Iteration 24Q: 3 clusters Score -3231244 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3231251.750000 Penalty: 964.377869
	Iteration 25Q: 3 clusters Score -3231252 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3231155.250000 Penalty: 964.377869
	Iteration 26Q: 3 clusters Score -3231155 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3231140.000000 Penalty: 964.377869
	Iteration 27Q: 3 clusters Score -3231140 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3231092.500000 Penalty: 964.377869
	Iteration 28Q: 3 clusters Score -3231092 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3231043.500000 Penalty: 964.377869
	Iteration 29Q: 3 clusters Score -3231044 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -3230963.000000 Penalty: 964.377869
	Iteration 30Q: 3 clusters Score -3230963 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3230930.750000 Penalty: 964.377869
	Iteration 31Q: 3 clusters Score -3230931 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3230887.250000 Penalty: 964.377869
	Iteration 32Q: 3 clusters Score -3230887 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3230859.250000 Penalty: 964.377869
	Iteration 33Q: 3 clusters Score -3230859 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3230842.000000 Penalty: 964.377869
	Iteration 34Q: 3 clusters Score -3230842 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3230805.500000 Penalty: 964.377869
	Iteration 35Q: 3 clusters Score -3230806 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3230784.250000 Penalty: 964.377869
	Iteration 36Q: 3 clusters Score -3230784 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3230760.250000 Penalty: 964.377869
	Iteration 37Q: 3 clusters Score -3230760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3230740.500000 Penalty: 964.377869
	Iteration 38Q: 3 clusters Score -3230740 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3230716.250000 Penalty: 964.377869
	Iteration 39Q: 3 clusters Score -3230716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -3230884.250000 Penalty: 964.377869
	Iteration 40F: 3 clusters Score -3230884 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3230891.500000 Penalty: 964.377869
	Iteration 41Q: 3 clusters Score -3230892 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3230856.750000 Penalty: 964.377869
	Iteration 42Q: 3 clusters Score -3230857 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -3230831.500000 Penalty: 964.377869
	Iteration 43Q: 3 clusters Score -3230832 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -3230819.000000 Penalty: 964.377869
	Iteration 44Q: 3 clusters Score -3230819 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -3230809.250000 Penalty: 964.377869
	Iteration 45Q: 3 clusters Score -3230809 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3230789.750000 Penalty: 964.377869
	Iteration 46Q: 3 clusters Score -3230790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3230792.250000 Penalty: 964.377869
	Iteration 47Q: 3 clusters Score -3230792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -3230802.250000 Penalty: 964.377869
	Iteration 48Q: 3 clusters Score -3230802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3230791.250000 Penalty: 964.377869
	Iteration 49Q: 3 clusters Score -3230791 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3230750.500000 Penalty: 964.377869
	Iteration 50Q: 3 clusters Score -3230750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -3230713.750000 Penalty: 964.377869
	Iteration 51Q: 3 clusters Score -3230714 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3230694.500000 Penalty: 964.377869
	Iteration 52Q: 3 clusters Score -3230694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -3230669.500000 Penalty: 964.377869
	Iteration 53Q: 3 clusters Score -3230670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3230653.250000 Penalty: 964.377869
	Iteration 54Q: 3 clusters Score -3230653 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -3230639.500000 Penalty: 964.377869
	Iteration 55Q: 3 clusters Score -3230640 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3230587.500000 Penalty: 964.377869
	Iteration 56Q: 3 clusters Score -3230588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3230541.000000 Penalty: 964.377869
	Iteration 57Q: 3 clusters Score -3230541 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -3230512.750000 Penalty: 964.377869
	Iteration 58Q: 3 clusters Score -3230513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -3230494.000000 Penalty: 964.377869
	Iteration 59Q: 3 clusters Score -3230494 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3230459.250000 Penalty: 964.377869
	Iteration 60F: 3 clusters Score -3230459 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -3230435.500000 Penalty: 964.377869
	Iteration 61Q: 3 clusters Score -3230436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -3230401.750000 Penalty: 964.377869
	Iteration 62Q: 3 clusters Score -3230402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3230357.750000 Penalty: 964.377869
	Iteration 63Q: 3 clusters Score -3230358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3230327.500000 Penalty: 964.377869
	Iteration 64Q: 3 clusters Score -3230328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -3230318.750000 Penalty: 964.377869
	Iteration 65Q: 3 clusters Score -3230319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -3230292.750000 Penalty: 964.377869
	Iteration 66Q: 3 clusters Score -3230293 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -3230275.250000 Penalty: 964.377869
	Iteration 67Q: 3 clusters Score -3230275 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -3230268.250000 Penalty: 964.377869
	Iteration 68Q: 3 clusters Score -3230268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -3230253.750000 Penalty: 964.377869
	Iteration 69Q: 3 clusters Score -3230254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -3230228.000000 Penalty: 964.377869
	Iteration 70Q: 3 clusters Score -3230228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -3230223.500000 Penalty: 964.377869
	Iteration 71Q: 3 clusters Score -3230224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -3230208.000000 Penalty: 964.377869
	Iteration 72Q: 3 clusters Score -3230208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -3230196.750000 Penalty: 964.377869
	Iteration 73Q: 3 clusters Score -3230197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -3230194.750000 Penalty: 964.377869
	Iteration 74Q: 3 clusters Score -3230195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -3230166.250000 Penalty: 964.377869
	Iteration 75Q: 3 clusters Score -3230166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -3230186.500000 Penalty: 964.377869
	Iteration 76Q: 3 clusters Score -3230186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3230191.500000 Penalty: 964.377869
	Iteration 77Q: 3 clusters Score -3230192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -3230200.500000 Penalty: 964.377869
	Iteration 78Q: 3 clusters Score -3230200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -3230173.750000 Penalty: 964.377869
	Iteration 79Q: 3 clusters Score -3230174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -3230155.750000 Penalty: 964.377869
	Iteration 80F: 3 clusters Score -3230156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -3230131.000000 Penalty: 964.377869
	Iteration 81Q: 3 clusters Score -3230131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -3230105.750000 Penalty: 964.377869
	Iteration 82Q: 3 clusters Score -3230106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -3230115.500000 Penalty: 964.377869
	Iteration 83Q: 3 clusters Score -3230116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -3230096.500000 Penalty: 964.377869
	Iteration 84Q: 3 clusters Score -3230096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -3230092.500000 Penalty: 964.377869
	Iteration 85Q: 3 clusters Score -3230092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -3230094.500000 Penalty: 964.377869
	Iteration 86Q: 3 clusters Score -3230094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -3230083.250000 Penalty: 964.377869
	Iteration 87Q: 3 clusters Score -3230083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -3230082.000000 Penalty: 964.377869
	Iteration 88Q: 3 clusters Score -3230082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -3230070.250000 Penalty: 964.377869
	Iteration 89Q: 3 clusters Score -3230070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 964.377869
	Iteration 90Q: 3 clusters Score -3230081 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -3230076.500000 Penalty: 964.377869
	Iteration 91Q: 3 clusters Score -3230076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -3230090.250000 Penalty: 964.377869
	Iteration 92Q: 3 clusters Score -3230090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -3230108.000000 Penalty: 964.377869
	Iteration 93Q: 3 clusters Score -3230108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -3230113.750000 Penalty: 964.377869
	Iteration 94Q: 3 clusters Score -3230114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -3230114.500000 Penalty: 964.377869
	Iteration 95Q: 3 clusters Score -3230114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -3230100.000000 Penalty: 964.377869
	Iteration 96Q: 3 clusters Score -3230100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -3230099.250000 Penalty: 964.377869
	Iteration 97Q: 3 clusters Score -3230099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3230096.000000 Penalty: 964.377869
	Iteration 98Q: 3 clusters Score -3230096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -3230098.250000 Penalty: 964.377869
	Iteration 99Q: 3 clusters Score -3230098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -3230100.750000 Penalty: 964.377869
	Iteration 100F: 3 clusters Score -3230101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -3230094.500000 Penalty: 964.377869
	Iteration 101Q: 3 clusters Score -3230094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -3230105.500000 Penalty: 964.377869
	Iteration 102Q: 3 clusters Score -3230106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -3230113.250000 Penalty: 964.377869
	Iteration 103Q: 3 clusters Score -3230113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -3230114.000000 Penalty: 964.377869
	Iteration 104Q: 3 clusters Score -3230114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -3230121.250000 Penalty: 964.377869
	Iteration 105Q: 3 clusters Score -3230121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -3230121.500000 Penalty: 964.377869
	Iteration 106Q: 3 clusters Score -3230122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -3230119.000000 Penalty: 964.377869
	Iteration 107Q: 3 clusters Score -3230119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -3230119.750000 Penalty: 964.377869
	Iteration 108Q: 3 clusters Score -3230120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -3230124.250000 Penalty: 964.377869
	Iteration 109Q: 3 clusters Score -3230124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -3230113.750000 Penalty: 964.377869
	Iteration 110Q: 3 clusters Score -3230114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -3230101.250000 Penalty: 964.377869
	Iteration 111Q: 3 clusters Score -3230101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -3230101.250000 Penalty: 964.377869
	Iteration 112Q: 3 clusters Score -3230101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -3230102.500000 Penalty: 964.377869
	Iteration 113Q: 3 clusters Score -3230102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -3230096.250000 Penalty: 964.377869
	Iteration 114Q: 3 clusters Score -3230096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -3230089.500000 Penalty: 964.377869
	Iteration 115Q: 3 clusters Score -3230090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -3230083.000000 Penalty: 964.377869
	Iteration 116Q: 3 clusters Score -3230083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -3230091.750000 Penalty: 964.377869
	Iteration 117Q: 3 clusters Score -3230092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -3230096.750000 Penalty: 964.377869
	Iteration 118Q: 3 clusters Score -3230097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -3230091.500000 Penalty: 964.377869
	Iteration 119Q: 3 clusters Score -3230092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -3230080.500000 Penalty: 964.377869
	Iteration 120F: 3 clusters Score -3230080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -3230081.500000 Penalty: 964.377869
	Iteration 121Q: 3 clusters Score -3230082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -3230080.000000 Penalty: 964.377869
	Iteration 122Q: 3 clusters Score -3230080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 964.377869
	Iteration 123Q: 3 clusters Score -3230081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 964.377869
	Iteration 124F: 3 clusters Score -3230081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 756 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Entering Unmasked Estep 
Score: -42052196.000000 Penalty: 25281.330078
Splitting cluster 17 changes total score from -42043892.000000 to -42052196.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 18 (48769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Entering Unmasked Estep 
Score: -3714448.000000 Penalty: 491.165680
	Iteration 0F: 2 clusters Score -3714448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3683355.250000 Penalty: 982.331360
	Iteration 0F: 3 clusters Score -3683355 nChanged 23605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3697804.250000 Penalty: 982.331360
	Iteration 1F: 3 clusters Score -3697804 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3699297.500000 Penalty: 982.331360
	Iteration 2F: 3 clusters Score -3699298 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3700826.750000 Penalty: 982.331360
	Iteration 3F: 3 clusters Score -3700827 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3702072.750000 Penalty: 982.331360
	Iteration 4F: 3 clusters Score -3702073 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3703005.500000 Penalty: 982.331360
	Iteration 5F: 3 clusters Score -3703006 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3703624.750000 Penalty: 982.331360
	Iteration 6Q: 3 clusters Score -3703625 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -3704080.500000 Penalty: 982.331360
	Iteration 7Q: 3 clusters Score -3704080 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3704401.250000 Penalty: 982.331360
	Iteration 8Q: 3 clusters Score -3704401 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3704791.500000 Penalty: 982.331360
	Iteration 9Q: 3 clusters Score -3704792 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -3705272.250000 Penalty: 982.331360
	Iteration 10Q: 3 clusters Score -3705272 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -3705907.000000 Penalty: 982.331360
	Iteration 11Q: 3 clusters Score -3705907 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -3706722.000000 Penalty: 982.331360
	Iteration 12Q: 3 clusters Score -3706722 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -3707852.750000 Penalty: 982.331360
	Iteration 13Q: 3 clusters Score -3707853 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -3709285.250000 Penalty: 982.331360
	Iteration 14Q: 3 clusters Score -3709285 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -3710677.750000 Penalty: 982.331360
	Iteration 15Q: 3 clusters Score -3710678 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -3712205.500000 Penalty: 982.331360
	Iteration 16Q: 3 clusters Score -3712206 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -3712987.000000 Penalty: 982.331360
	Iteration 17Q: 3 clusters Score -3712987 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -3713488.000000 Penalty: 982.331360
	Iteration 18Q: 3 clusters Score -3713488 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -3713771.500000 Penalty: 982.331360
	Iteration 19Q: 3 clusters Score -3713772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -3713923.000000 Penalty: 982.331360
	Iteration 20F: 3 clusters Score -3713923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -3713973.500000 Penalty: 982.331360
	Iteration 21Q: 3 clusters Score -3713974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -3714001.250000 Penalty: 982.331360
	Iteration 22Q: 3 clusters Score -3714001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -3714014.500000 Penalty: 982.331360
	Iteration 23Q: 3 clusters Score -3714014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -3714027.250000 Penalty: 982.331360
	Iteration 24Q: 3 clusters Score -3714027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -3714025.500000 Penalty: 982.331360
	Iteration 25Q: 3 clusters Score -3714026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -3714036.250000 Penalty: 982.331360
	Iteration 26Q: 3 clusters Score -3714036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -3714036.500000 Penalty: 982.331360
	Iteration 27Q: 3 clusters Score -3714036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -3714040.000000 Penalty: 982.331360
	Iteration 28Q: 3 clusters Score -3714040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -3714045.250000 Penalty: 982.331360
	Iteration 29Q: 3 clusters Score -3714045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -3714047.250000 Penalty: 982.331360
	Iteration 30Q: 3 clusters Score -3714047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -3714047.250000 Penalty: 982.331360
	Iteration 31F: 3 clusters Score -3714047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -42131.945312 Penalty: 301.575867
	Iteration 0F: 2 clusters Score -42131.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -41520.691406 Penalty: 603.151733
	Iteration 0F: 3 clusters Score -41520.69 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -41878.191406 Penalty: 603.151733
	Iteration 1F: 3 clusters Score -41878.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -41976.156250 Penalty: 603.151733
	Iteration 2F: 3 clusters Score -41976.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -42018.113281 Penalty: 603.151733
	Iteration 3F: 3 clusters Score -42018.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -42075.632812 Penalty: 603.151733
	Iteration 4Q: 3 clusters Score -42075.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42222.425781 Penalty: 603.151733
	Iteration 5F: 3 clusters Score -42222.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42404.378906 Penalty: 603.151733
	Iteration 6F: 3 clusters Score -42404.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42521.968750 Penalty: 603.151733
	Iteration 7F: 3 clusters Score -42521.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -42567.449219 Penalty: 603.151733
	Iteration 8Q: 3 clusters Score -42567.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42573.242188 Penalty: 603.151733
	Iteration 9Q: 3 clusters Score -42573.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -42576.683594 Penalty: 603.151733
	Iteration 10Q: 3 clusters Score -42576.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42577.265625 Penalty: 603.151733
	Iteration 11Q: 3 clusters Score -42577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42577.265625 Penalty: 603.151733
	Iteration 12F: 3 clusters Score -42577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Entering Unmasked Estep 
Score: -42052364.000000 Penalty: 25883.265625
Splitting cluster 19 changes total score from -42043892.000000 to -42052364.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 20 (6894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Entering Unmasked Estep 
Score: -534432.312500 Penalty: 402.147491
	Iteration 0F: 2 clusters Score -534432.3 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 3424 members 
Entering Unmasked Estep 
Score: -529889.062500 Penalty: 804.294983
	Iteration 0F: 3 clusters Score -529889.1 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -531627.062500 Penalty: 804.294983
	Iteration 1F: 3 clusters Score -531627.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -531793.312500 Penalty: 804.294983
	Iteration 2F: 3 clusters Score -531793.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -531978.500000 Penalty: 804.294983
	Iteration 3F: 3 clusters Score -531978.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -532198.312500 Penalty: 804.294983
	Iteration 4F: 3 clusters Score -532198.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -532439.812500 Penalty: 804.294983
	Iteration 5F: 3 clusters Score -532439.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -532668.750000 Penalty: 804.294983
	Iteration 6F: 3 clusters Score -532668.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -532862.812500 Penalty: 804.294983
	Iteration 7F: 3 clusters Score -532862.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -533016.000000 Penalty: 804.294983
	Iteration 8Q: 3 clusters Score -533016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -533131.375000 Penalty: 804.294983
	Iteration 9Q: 3 clusters Score -533131.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -533212.937500 Penalty: 804.294983
	Iteration 10Q: 3 clusters Score -533212.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -533283.625000 Penalty: 804.294983
	Iteration 11Q: 3 clusters Score -533283.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -533364.750000 Penalty: 804.294983
	Iteration 12Q: 3 clusters Score -533364.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -533456.937500 Penalty: 804.294983
	Iteration 13Q: 3 clusters Score -533456.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -533528.625000 Penalty: 804.294983
	Iteration 14Q: 3 clusters Score -533528.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -533587.750000 Penalty: 804.294983
	Iteration 15Q: 3 clusters Score -533587.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -533641.687500 Penalty: 804.294983
	Iteration 16Q: 3 clusters Score -533641.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -533705.812500 Penalty: 804.294983
	Iteration 17Q: 3 clusters Score -533705.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -533756.562500 Penalty: 804.294983
	Iteration 18Q: 3 clusters Score -533756.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -533799.500000 Penalty: 804.294983
	Iteration 19Q: 3 clusters Score -533799.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -533830.312500 Penalty: 804.294983
	Iteration 20F: 3 clusters Score -533830.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -533858.375000 Penalty: 804.294983
	Iteration 21Q: 3 clusters Score -533858.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -533885.687500 Penalty: 804.294983
	Iteration 22Q: 3 clusters Score -533885.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -533914.437500 Penalty: 804.294983
	Iteration 23Q: 3 clusters Score -533914.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -533948.125000 Penalty: 804.294983
	Iteration 24Q: 3 clusters Score -533948.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -533985.437500 Penalty: 804.294983
	Iteration 25Q: 3 clusters Score -533985.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -534031.062500 Penalty: 804.294983
	Iteration 26Q: 3 clusters Score -534031.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -534069.375000 Penalty: 804.294983
	Iteration 27Q: 3 clusters Score -534069.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -534109.625000 Penalty: 804.294983
	Iteration 28Q: 3 clusters Score -534109.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -534156.937500 Penalty: 804.294983
	Iteration 29Q: 3 clusters Score -534156.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -534198.062500 Penalty: 804.294983
	Iteration 30Q: 3 clusters Score -534198.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -534223.312500 Penalty: 804.294983
	Iteration 31Q: 3 clusters Score -534223.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -534240.687500 Penalty: 804.294983
	Iteration 32Q: 3 clusters Score -534240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -534252.937500 Penalty: 804.294983
	Iteration 33Q: 3 clusters Score -534252.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -534260.312500 Penalty: 804.294983
	Iteration 34Q: 3 clusters Score -534260.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -534265.500000 Penalty: 804.294983
	Iteration 35Q: 3 clusters Score -534265.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -534270.125000 Penalty: 804.294983
	Iteration 36Q: 3 clusters Score -534270.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -534272.000000 Penalty: 804.294983
	Iteration 37Q: 3 clusters Score -534272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -534273.375000 Penalty: 804.294983
	Iteration 38Q: 3 clusters Score -534273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -534274.187500 Penalty: 804.294983
	Iteration 39Q: 3 clusters Score -534274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -534275.187500 Penalty: 804.294983
	Iteration 40F: 3 clusters Score -534275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -534276.125000 Penalty: 804.294983
	Iteration 41Q: 3 clusters Score -534276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -534275.937500 Penalty: 804.294983
	Iteration 42Q: 3 clusters Score -534275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -534277.250000 Penalty: 804.294983
	Iteration 43Q: 3 clusters Score -534277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -534278.312500 Penalty: 804.294983
	Iteration 44Q: 3 clusters Score -534278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -534278.312500 Penalty: 804.294983
	Iteration 45F: 3 clusters Score -534278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Entering Unmasked Estep 
Score: -1857449.375000 Penalty: 457.524292
	Iteration 0F: 2 clusters Score -1857449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1842079.250000 Penalty: 915.048584
	Iteration 0F: 3 clusters Score -1842079 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1849015.625000 Penalty: 915.048584
	Iteration 1F: 3 clusters Score -1849016 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1849818.750000 Penalty: 915.048584
	Iteration 2F: 3 clusters Score -1849819 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1851055.375000 Penalty: 915.048584
	Iteration 3F: 3 clusters Score -1851055 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1852596.125000 Penalty: 915.048584
	Iteration 4F: 3 clusters Score -1852596 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1853873.375000 Penalty: 915.048584
	Iteration 5F: 3 clusters Score -1853873 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1854420.750000 Penalty: 915.048584
	Iteration 6Q: 3 clusters Score -1854421 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1854588.125000 Penalty: 915.048584
	Iteration 7Q: 3 clusters Score -1854588 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1854691.625000 Penalty: 915.048584
	Iteration 8Q: 3 clusters Score -1854692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1854745.625000 Penalty: 915.048584
	Iteration 9Q: 3 clusters Score -1854746 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1854830.875000 Penalty: 915.048584
	Iteration 10Q: 3 clusters Score -1854831 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1854906.500000 Penalty: 915.048584
	Iteration 11Q: 3 clusters Score -1854906 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1855004.125000 Penalty: 915.048584
	Iteration 12Q: 3 clusters Score -1855004 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1855108.875000 Penalty: 915.048584
	Iteration 13Q: 3 clusters Score -1855109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1855189.125000 Penalty: 915.048584
	Iteration 14Q: 3 clusters Score -1855189 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1855291.125000 Penalty: 915.048584
	Iteration 15Q: 3 clusters Score -1855291 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1855429.375000 Penalty: 915.048584
	Iteration 16Q: 3 clusters Score -1855429 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1855583.875000 Penalty: 915.048584
	Iteration 17Q: 3 clusters Score -1855584 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1855749.625000 Penalty: 915.048584
	Iteration 18Q: 3 clusters Score -1855750 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1855940.250000 Penalty: 915.048584
	Iteration 19Q: 3 clusters Score -1855940 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1856133.875000 Penalty: 915.048584
	Iteration 20F: 3 clusters Score -1856134 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1856301.375000 Penalty: 915.048584
	Iteration 21Q: 3 clusters Score -1856301 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1856432.000000 Penalty: 915.048584
	Iteration 22Q: 3 clusters Score -1856432 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1856542.375000 Penalty: 915.048584
	Iteration 23Q: 3 clusters Score -1856542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1856598.750000 Penalty: 915.048584
	Iteration 24Q: 3 clusters Score -1856599 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1856657.625000 Penalty: 915.048584
	Iteration 25Q: 3 clusters Score -1856658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1856696.875000 Penalty: 915.048584
	Iteration 26Q: 3 clusters Score -1856697 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1856727.625000 Penalty: 915.048584
	Iteration 27Q: 3 clusters Score -1856728 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1856757.500000 Penalty: 915.048584
	Iteration 28Q: 3 clusters Score -1856758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1856777.500000 Penalty: 915.048584
	Iteration 29Q: 3 clusters Score -1856778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1856787.875000 Penalty: 915.048584
	Iteration 30Q: 3 clusters Score -1856788 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1856803.000000 Penalty: 915.048584
	Iteration 31Q: 3 clusters Score -1856803 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1856817.375000 Penalty: 915.048584
	Iteration 32Q: 3 clusters Score -1856817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1856824.250000 Penalty: 915.048584
	Iteration 33Q: 3 clusters Score -1856824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1856829.250000 Penalty: 915.048584
	Iteration 34Q: 3 clusters Score -1856829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1856833.125000 Penalty: 915.048584
	Iteration 35Q: 3 clusters Score -1856833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1856827.875000 Penalty: 915.048584
	Iteration 36Q: 3 clusters Score -1856828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1856834.000000 Penalty: 915.048584
	Iteration 37Q: 3 clusters Score -1856834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1856834.625000 Penalty: 915.048584
	Iteration 38Q: 3 clusters Score -1856835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1856835.750000 Penalty: 915.048584
	Iteration 39Q: 3 clusters Score -1856836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1856845.750000 Penalty: 915.048584
	Iteration 40F: 3 clusters Score -1856846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1856847.125000 Penalty: 915.048584
	Iteration 41Q: 3 clusters Score -1856847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1856847.625000 Penalty: 915.048584
	Iteration 42Q: 3 clusters Score -1856848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1856848.000000 Penalty: 915.048584
	Iteration 43Q: 3 clusters Score -1856848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1856845.250000 Penalty: 915.048584
	Iteration 44Q: 3 clusters Score -1856845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1856845.375000 Penalty: 915.048584
	Iteration 45Q: 3 clusters Score -1856845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1856844.125000 Penalty: 915.048584
	Iteration 46Q: 3 clusters Score -1856844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1856848.000000 Penalty: 915.048584
	Iteration 47Q: 3 clusters Score -1856848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1856849.375000 Penalty: 915.048584
	Iteration 48Q: 3 clusters Score -1856849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1856848.000000 Penalty: 915.048584
	Iteration 49Q: 3 clusters Score -1856848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1856847.125000 Penalty: 915.048584
	Iteration 50Q: 3 clusters Score -1856847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1856849.250000 Penalty: 915.048584
	Iteration 51Q: 3 clusters Score -1856849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1856850.500000 Penalty: 915.048584
	Iteration 52Q: 3 clusters Score -1856850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1856849.875000 Penalty: 915.048584
	Iteration 53Q: 3 clusters Score -1856850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1856850.625000 Penalty: 915.048584
	Iteration 54Q: 3 clusters Score -1856851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1856850.250000 Penalty: 915.048584
	Iteration 55Q: 3 clusters Score -1856850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1856849.000000 Penalty: 915.048584
	Iteration 56Q: 3 clusters Score -1856849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1856849.500000 Penalty: 915.048584
	Iteration 57Q: 3 clusters Score -1856850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1856847.250000 Penalty: 915.048584
	Iteration 58Q: 3 clusters Score -1856847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1856849.625000 Penalty: 915.048584
	Iteration 59Q: 3 clusters Score -1856850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1856849.500000 Penalty: 915.048584
	Iteration 60F: 3 clusters Score -1856850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1856849.250000 Penalty: 915.048584
	Iteration 61Q: 3 clusters Score -1856849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1856847.875000 Penalty: 915.048584
	Iteration 62Q: 3 clusters Score -1856848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1856849.500000 Penalty: 915.048584
	Iteration 63Q: 3 clusters Score -1856850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1856849.500000 Penalty: 915.048584
	Iteration 64F: 3 clusters Score -1856850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -32341.878906 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -32341.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31885.261719 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -31885.26 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32266.814453 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -32266.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -32430.849609 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -32430.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32578.164062 Penalty: 565.529358
	Iteration 3F: 3 clusters Score -32578.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32643.431641 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -32643.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32672.042969 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -32672.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32674.882812 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -32674.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32677.201172 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -32677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32679.101562 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -32679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32679.101562 Penalty: 565.529358
	Iteration 9F: 3 clusters Score -32679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 2178 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Entering Unmasked Estep 
Score: -42052408.000000 Penalty: 26485.203125
Splitting cluster 22 changes total score from -42043892.000000 to -42052408.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 23 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -153505.046875 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -153505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -151983.625000 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -151983.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -152906.843750 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -152906.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -153381.937500 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -153381.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153599.703125 Penalty: 699.440796
	Iteration 3F: 3 clusters Score -153599.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153690.031250 Penalty: 699.440796
	Iteration 4F: 3 clusters Score -153690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153743.796875 Penalty: 699.440796
	Iteration 5Q: 3 clusters Score -153743.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153766.750000 Penalty: 699.440796
	Iteration 6Q: 3 clusters Score -153766.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153777.546875 Penalty: 699.440796
	Iteration 7Q: 3 clusters Score -153777.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153786.328125 Penalty: 699.440796
	Iteration 8Q: 3 clusters Score -153786.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -153790.875000 Penalty: 699.440796
	Iteration 9Q: 3 clusters Score -153790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153795.000000 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -153795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153800.171875 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -153800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153801.453125 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -153801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153803.515625 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -153803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -153804.781250 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -153804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153805.375000 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -153805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -153806.171875 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -153806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153806.156250 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -153806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153806.156250 Penalty: 699.440796
	Iteration 18F: 3 clusters Score -153806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 38074 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Entering Unmasked Estep 
Score: -42052444.000000 Penalty: 27087.138672
Splitting cluster 23 changes total score from -42043892.000000 to -42052444.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 24 (38074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Entering Unmasked Estep 
Score: -2936782.750000 Penalty: 479.901550
	Iteration 0F: 2 clusters Score -2936783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2913318.000000 Penalty: 959.803101
	Iteration 0F: 3 clusters Score -2913318 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2926448.750000 Penalty: 959.803101
	Iteration 1F: 3 clusters Score -2926449 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2928621.250000 Penalty: 959.803101
	Iteration 2F: 3 clusters Score -2928621 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2930952.000000 Penalty: 959.803101
	Iteration 3F: 3 clusters Score -2930952 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2932835.250000 Penalty: 959.803101
	Iteration 4F: 3 clusters Score -2932835 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2934208.000000 Penalty: 959.803101
	Iteration 5F: 3 clusters Score -2934208 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2935284.000000 Penalty: 959.803101
	Iteration 6Q: 3 clusters Score -2935284 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2936204.500000 Penalty: 959.803101
	Iteration 7Q: 3 clusters Score -2936204 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2936950.750000 Penalty: 959.803101
	Iteration 8Q: 3 clusters Score -2936951 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2937451.250000 Penalty: 959.803101
	Iteration 9Q: 3 clusters Score -2937451 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2937755.000000 Penalty: 959.803101
	Iteration 10Q: 3 clusters Score -2937755 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2937949.250000 Penalty: 959.803101
	Iteration 11Q: 3 clusters Score -2937949 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2938106.250000 Penalty: 959.803101
	Iteration 12Q: 3 clusters Score -2938106 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2938233.500000 Penalty: 959.803101
	Iteration 13Q: 3 clusters Score -2938234 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2938357.000000 Penalty: 959.803101
	Iteration 14Q: 3 clusters Score -2938357 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2938474.000000 Penalty: 959.803101
	Iteration 15Q: 3 clusters Score -2938474 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2938574.500000 Penalty: 959.803101
	Iteration 16Q: 3 clusters Score -2938574 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2938648.000000 Penalty: 959.803101
	Iteration 17Q: 3 clusters Score -2938648 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2938692.250000 Penalty: 959.803101
	Iteration 18Q: 3 clusters Score -2938692 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2938747.500000 Penalty: 959.803101
	Iteration 19Q: 3 clusters Score -2938748 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2938794.500000 Penalty: 959.803101
	Iteration 20F: 3 clusters Score -2938794 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2938827.750000 Penalty: 959.803101
	Iteration 21Q: 3 clusters Score -2938828 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2938835.750000 Penalty: 959.803101
	Iteration 22Q: 3 clusters Score -2938836 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2938845.000000 Penalty: 959.803101
	Iteration 23Q: 3 clusters Score -2938845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2938856.250000 Penalty: 959.803101
	Iteration 24Q: 3 clusters Score -2938856 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2938860.250000 Penalty: 959.803101
	Iteration 25Q: 3 clusters Score -2938860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2938861.000000 Penalty: 959.803101
	Iteration 26Q: 3 clusters Score -2938861 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2938851.500000 Penalty: 959.803101
	Iteration 27Q: 3 clusters Score -2938852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2938861.750000 Penalty: 959.803101
	Iteration 28Q: 3 clusters Score -2938862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2938854.750000 Penalty: 959.803101
	Iteration 29Q: 3 clusters Score -2938855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2938855.000000 Penalty: 959.803101
	Iteration 30Q: 3 clusters Score -2938855 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -2938860.750000 Penalty: 959.803101
	Iteration 31Q: 3 clusters Score -2938861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2938856.250000 Penalty: 959.803101
	Iteration 32Q: 3 clusters Score -2938856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2938853.500000 Penalty: 959.803101
	Iteration 33Q: 3 clusters Score -2938854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -2938852.000000 Penalty: 959.803101
	Iteration 34Q: 3 clusters Score -2938852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -2938857.250000 Penalty: 959.803101
	Iteration 35Q: 3 clusters Score -2938857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -2938854.750000 Penalty: 959.803101
	Iteration 36Q: 3 clusters Score -2938855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2938845.750000 Penalty: 959.803101
	Iteration 37Q: 3 clusters Score -2938846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -2938857.000000 Penalty: 959.803101
	Iteration 38Q: 3 clusters Score -2938857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2938865.750000 Penalty: 959.803101
	Iteration 39Q: 3 clusters Score -2938866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2938870.250000 Penalty: 959.803101
	Iteration 40F: 3 clusters Score -2938870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2938852.000000 Penalty: 959.803101
	Iteration 41Q: 3 clusters Score -2938852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -2938860.250000 Penalty: 959.803101
	Iteration 42Q: 3 clusters Score -2938860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -2938860.000000 Penalty: 959.803101
	Iteration 43Q: 3 clusters Score -2938860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2938853.250000 Penalty: 959.803101
	Iteration 44Q: 3 clusters Score -2938853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2938856.250000 Penalty: 959.803101
	Iteration 45Q: 3 clusters Score -2938856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2938847.000000 Penalty: 959.803101
	Iteration 46Q: 3 clusters Score -2938847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2938846.000000 Penalty: 959.803101
	Iteration 47Q: 3 clusters Score -2938846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2938849.250000 Penalty: 959.803101
	Iteration 48Q: 3 clusters Score -2938849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -2938860.500000 Penalty: 959.803101
	Iteration 49Q: 3 clusters Score -2938860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2938855.750000 Penalty: 959.803101
	Iteration 50Q: 3 clusters Score -2938856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2938868.750000 Penalty: 959.803101
	Iteration 51Q: 3 clusters Score -2938869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2938867.750000 Penalty: 959.803101
	Iteration 52Q: 3 clusters Score -2938868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -2938870.500000 Penalty: 959.803101
	Iteration 53Q: 3 clusters Score -2938870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -2938875.500000 Penalty: 959.803101
	Iteration 54Q: 3 clusters Score -2938876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2938883.500000 Penalty: 959.803101
	Iteration 55Q: 3 clusters Score -2938884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2938888.500000 Penalty: 959.803101
	Iteration 56Q: 3 clusters Score -2938888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -2938897.250000 Penalty: 959.803101
	Iteration 57Q: 3 clusters Score -2938897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2938903.500000 Penalty: 959.803101
	Iteration 58Q: 3 clusters Score -2938904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2938906.250000 Penalty: 959.803101
	Iteration 59Q: 3 clusters Score -2938906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2938906.500000 Penalty: 959.803101
	Iteration 60F: 3 clusters Score -2938906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -2938913.000000 Penalty: 959.803101
	Iteration 61Q: 3 clusters Score -2938913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2938924.500000 Penalty: 959.803101
	Iteration 62Q: 3 clusters Score -2938924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2938919.750000 Penalty: 959.803101
	Iteration 63Q: 3 clusters Score -2938920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2938921.750000 Penalty: 959.803101
	Iteration 64Q: 3 clusters Score -2938922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2938924.000000 Penalty: 959.803101
	Iteration 65Q: 3 clusters Score -2938924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2938927.750000 Penalty: 959.803101
	Iteration 66Q: 3 clusters Score -2938928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -2938928.000000 Penalty: 959.803101
	Iteration 67Q: 3 clusters Score -2938928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2938939.750000 Penalty: 959.803101
	Iteration 68Q: 3 clusters Score -2938940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2938936.250000 Penalty: 959.803101
	Iteration 69Q: 3 clusters Score -2938936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -2938935.750000 Penalty: 959.803101
	Iteration 70Q: 3 clusters Score -2938936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -2938937.000000 Penalty: 959.803101
	Iteration 71Q: 3 clusters Score -2938937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -2938936.750000 Penalty: 959.803101
	Iteration 72Q: 3 clusters Score -2938937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -2938933.000000 Penalty: 959.803101
	Iteration 73Q: 3 clusters Score -2938933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -2938938.250000 Penalty: 959.803101
	Iteration 74Q: 3 clusters Score -2938938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -2938942.250000 Penalty: 959.803101
	Iteration 75Q: 3 clusters Score -2938942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -2938937.500000 Penalty: 959.803101
	Iteration 76Q: 3 clusters Score -2938938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2938939.500000 Penalty: 959.803101
	Iteration 77Q: 3 clusters Score -2938940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2938936.000000 Penalty: 959.803101
	Iteration 78Q: 3 clusters Score -2938936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2938943.750000 Penalty: 959.803101
	Iteration 79Q: 3 clusters Score -2938944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2938934.750000 Penalty: 959.803101
	Iteration 80F: 3 clusters Score -2938935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2938939.000000 Penalty: 959.803101
	Iteration 81Q: 3 clusters Score -2938939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -2938942.500000 Penalty: 959.803101
	Iteration 82Q: 3 clusters Score -2938942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2938943.750000 Penalty: 959.803101
	Iteration 83Q: 3 clusters Score -2938944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -2938947.250000 Penalty: 959.803101
	Iteration 84Q: 3 clusters Score -2938947 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -2938942.250000 Penalty: 959.803101
	Iteration 85Q: 3 clusters Score -2938942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -2938936.000000 Penalty: 959.803101
	Iteration 86Q: 3 clusters Score -2938936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -2938937.750000 Penalty: 959.803101
	Iteration 87Q: 3 clusters Score -2938938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -2938924.250000 Penalty: 959.803101
	Iteration 88Q: 3 clusters Score -2938924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -2938923.250000 Penalty: 959.803101
	Iteration 89Q: 3 clusters Score -2938923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -2938925.500000 Penalty: 959.803101
	Iteration 90Q: 3 clusters Score -2938926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2938918.250000 Penalty: 959.803101
	Iteration 91Q: 3 clusters Score -2938918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -2938913.250000 Penalty: 959.803101
	Iteration 92Q: 3 clusters Score -2938913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -2938916.500000 Penalty: 959.803101
	Iteration 93Q: 3 clusters Score -2938916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2938909.500000 Penalty: 959.803101
	Iteration 94Q: 3 clusters Score -2938910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2938909.000000 Penalty: 959.803101
	Iteration 95Q: 3 clusters Score -2938909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -2938907.000000 Penalty: 959.803101
	Iteration 96Q: 3 clusters Score -2938907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -2938906.250000 Penalty: 959.803101
	Iteration 97Q: 3 clusters Score -2938906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -2938903.750000 Penalty: 959.803101
	Iteration 98Q: 3 clusters Score -2938904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -2938906.500000 Penalty: 959.803101
	Iteration 99Q: 3 clusters Score -2938906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -2938904.250000 Penalty: 959.803101
	Iteration 100F: 3 clusters Score -2938904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2938903.250000 Penalty: 959.803101
	Iteration 101Q: 3 clusters Score -2938903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -2938900.000000 Penalty: 959.803101
	Iteration 102Q: 3 clusters Score -2938900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2938900.000000 Penalty: 959.803101
	Iteration 103Q: 3 clusters Score -2938900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -2938900.250000 Penalty: 959.803101
	Iteration 104Q: 3 clusters Score -2938900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -2938896.000000 Penalty: 959.803101
	Iteration 105Q: 3 clusters Score -2938896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2938894.500000 Penalty: 959.803101
	Iteration 106Q: 3 clusters Score -2938894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -2938889.250000 Penalty: 959.803101
	Iteration 107Q: 3 clusters Score -2938889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -2938893.500000 Penalty: 959.803101
	Iteration 108Q: 3 clusters Score -2938894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2938890.500000 Penalty: 959.803101
	Iteration 109Q: 3 clusters Score -2938890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -2938890.500000 Penalty: 959.803101
	Iteration 110Q: 3 clusters Score -2938890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2938893.750000 Penalty: 959.803101
	Iteration 111Q: 3 clusters Score -2938894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -2938891.000000 Penalty: 959.803101
	Iteration 112Q: 3 clusters Score -2938891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -2938893.750000 Penalty: 959.803101
	Iteration 113Q: 3 clusters Score -2938894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -2938890.500000 Penalty: 959.803101
	Iteration 114Q: 3 clusters Score -2938890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -2938888.000000 Penalty: 959.803101
	Iteration 115Q: 3 clusters Score -2938888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -2938884.750000 Penalty: 959.803101
	Iteration 116Q: 3 clusters Score -2938885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -2938886.500000 Penalty: 959.803101
	Iteration 117Q: 3 clusters Score -2938886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -2938879.750000 Penalty: 959.803101
	Iteration 118Q: 3 clusters Score -2938880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -2938880.250000 Penalty: 959.803101
	Iteration 119Q: 3 clusters Score -2938880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -2938876.500000 Penalty: 959.803101
	Iteration 120F: 3 clusters Score -2938876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2938876.250000 Penalty: 959.803101
	Iteration 121Q: 3 clusters Score -2938876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -2938875.000000 Penalty: 959.803101
	Iteration 122Q: 3 clusters Score -2938875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -2938872.250000 Penalty: 959.803101
	Iteration 123Q: 3 clusters Score -2938872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -2938874.750000 Penalty: 959.803101
	Iteration 124Q: 3 clusters Score -2938875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -2938872.000000 Penalty: 959.803101
	Iteration 125Q: 3 clusters Score -2938872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -2938869.000000 Penalty: 959.803101
	Iteration 126Q: 3 clusters Score -2938869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -2938864.250000 Penalty: 959.803101
	Iteration 127Q: 3 clusters Score -2938864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2938865.250000 Penalty: 959.803101
	Iteration 128Q: 3 clusters Score -2938865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2938864.500000 Penalty: 959.803101
	Iteration 129Q: 3 clusters Score -2938864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -2938861.500000 Penalty: 959.803101
	Iteration 130Q: 3 clusters Score -2938862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -2938858.250000 Penalty: 959.803101
	Iteration 131Q: 3 clusters Score -2938858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -2938859.000000 Penalty: 959.803101
	Iteration 132Q: 3 clusters Score -2938859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2938859.750000 Penalty: 959.803101
	Iteration 133Q: 3 clusters Score -2938860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -2938859.250000 Penalty: 959.803101
	Iteration 134Q: 3 clusters Score -2938859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2938857.250000 Penalty: 959.803101
	Iteration 135Q: 3 clusters Score -2938857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -2938859.500000 Penalty: 959.803101
	Iteration 136Q: 3 clusters Score -2938860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -2938862.250000 Penalty: 959.803101
	Iteration 137Q: 3 clusters Score -2938862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2938861.250000 Penalty: 959.803101
	Iteration 138Q: 3 clusters Score -2938861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -2938861.250000 Penalty: 959.803101
	Iteration 139Q: 3 clusters Score -2938861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -2938858.000000 Penalty: 959.803101
	Iteration 140F: 3 clusters Score -2938858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -2938857.500000 Penalty: 959.803101
	Iteration 141Q: 3 clusters Score -2938858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -2938859.750000 Penalty: 959.803101
	Iteration 142Q: 3 clusters Score -2938860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -2938858.250000 Penalty: 959.803101
	Iteration 143Q: 3 clusters Score -2938858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -2938862.750000 Penalty: 959.803101
	Iteration 144Q: 3 clusters Score -2938863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -2938861.500000 Penalty: 959.803101
	Iteration 145Q: 3 clusters Score -2938862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -2938861.000000 Penalty: 959.803101
	Iteration 146Q: 3 clusters Score -2938861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -2938858.750000 Penalty: 959.803101
	Iteration 147Q: 3 clusters Score -2938859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -2938863.250000 Penalty: 959.803101
	Iteration 148Q: 3 clusters Score -2938863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -2938857.250000 Penalty: 959.803101
	Iteration 149Q: 3 clusters Score -2938857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -2938855.250000 Penalty: 959.803101
	Iteration 150Q: 3 clusters Score -2938855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -2938850.500000 Penalty: 959.803101
	Iteration 151Q: 3 clusters Score -2938850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -2938857.250000 Penalty: 959.803101
	Iteration 152Q: 3 clusters Score -2938857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -2938853.500000 Penalty: 959.803101
	Iteration 153Q: 3 clusters Score -2938854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -2938857.500000 Penalty: 959.803101
	Iteration 154Q: 3 clusters Score -2938858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -2938859.250000 Penalty: 959.803101
	Iteration 155Q: 3 clusters Score -2938859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -2938859.250000 Penalty: 959.803101
	Iteration 156Q: 3 clusters Score -2938859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -2938858.500000 Penalty: 959.803101
	Iteration 157Q: 3 clusters Score -2938858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -2938856.750000 Penalty: 959.803101
	Iteration 158Q: 3 clusters Score -2938857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2938859.250000 Penalty: 959.803101
	Iteration 159Q: 3 clusters Score -2938859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -2938855.500000 Penalty: 959.803101
	Iteration 160F: 3 clusters Score -2938856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -2938857.750000 Penalty: 959.803101
	Iteration 161Q: 3 clusters Score -2938858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -2938858.500000 Penalty: 959.803101
	Iteration 162Q: 3 clusters Score -2938858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2938858.750000 Penalty: 959.803101
	Iteration 163Q: 3 clusters Score -2938859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -2938858.250000 Penalty: 959.803101
	Iteration 164Q: 3 clusters Score -2938858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -2938857.750000 Penalty: 959.803101
	Iteration 165Q: 3 clusters Score -2938858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -2938860.000000 Penalty: 959.803101
	Iteration 166Q: 3 clusters Score -2938860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -2938853.750000 Penalty: 959.803101
	Iteration 167Q: 3 clusters Score -2938854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2938851.500000 Penalty: 959.803101
	Iteration 168Q: 3 clusters Score -2938852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -2938854.250000 Penalty: 959.803101
	Iteration 169Q: 3 clusters Score -2938854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -2938851.000000 Penalty: 959.803101
	Iteration 170Q: 3 clusters Score -2938851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -2938851.500000 Penalty: 959.803101
	Iteration 171Q: 3 clusters Score -2938852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -2938847.000000 Penalty: 959.803101
	Iteration 172Q: 3 clusters Score -2938847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -2938845.250000 Penalty: 959.803101
	Iteration 173Q: 3 clusters Score -2938845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -2938850.000000 Penalty: 959.803101
	Iteration 174Q: 3 clusters Score -2938850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -2938852.000000 Penalty: 959.803101
	Iteration 175Q: 3 clusters Score -2938852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -2938855.750000 Penalty: 959.803101
	Iteration 176Q: 3 clusters Score -2938856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -2938853.500000 Penalty: 959.803101
	Iteration 177Q: 3 clusters Score -2938854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -2938854.500000 Penalty: 959.803101
	Iteration 178Q: 3 clusters Score -2938854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -2938859.250000 Penalty: 959.803101
	Iteration 179Q: 3 clusters Score -2938859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -2938862.000000 Penalty: 959.803101
	Iteration 180F: 3 clusters Score -2938862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -2938860.750000 Penalty: 959.803101
	Iteration 181Q: 3 clusters Score -2938861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -2938857.500000 Penalty: 959.803101
	Iteration 182Q: 3 clusters Score -2938858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -2938857.750000 Penalty: 959.803101
	Iteration 183Q: 3 clusters Score -2938858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -2938858.250000 Penalty: 959.803101
	Iteration 184Q: 3 clusters Score -2938858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -2938857.500000 Penalty: 959.803101
	Iteration 185Q: 3 clusters Score -2938858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -2938856.750000 Penalty: 959.803101
	Iteration 186Q: 3 clusters Score -2938857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -2938858.500000 Penalty: 959.803101
	Iteration 187Q: 3 clusters Score -2938858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -2938859.000000 Penalty: 959.803101
	Iteration 188Q: 3 clusters Score -2938859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -2938859.000000 Penalty: 959.803101
	Iteration 189F: 3 clusters Score -2938859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 1403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Entering Unmasked Estep 
Score: -42054460.000000 Penalty: 27689.076172
Splitting cluster 24 changes total score from -42043892.000000 to -42054460.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -92153.882812 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -92153.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -91177.671875 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -91177.67 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -91698.851562 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -91698.85 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -91896.343750 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -91896.34 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -92032.562500 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -92032.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -92091.859375 Penalty: 659.419495
	Iteration 4Q: 3 clusters Score -92091.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -92131.429688 Penalty: 659.419495
	Iteration 5Q: 3 clusters Score -92131.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -92146.906250 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -92146.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -92154.828125 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -92154.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -92159.562500 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -92159.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -92163.171875 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -92163.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -92165.843750 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -92165.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -92166.648438 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -92166.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -92167.179688 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -92167.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92167.429688 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -92167.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -92167.476562 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -92167.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -92167.476562 Penalty: 659.419495
	Iteration 15F: 3 clusters Score -92167.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Entering Unmasked Estep 
Score: -42054148.000000 Penalty: 28291.011719
Splitting cluster 25 changes total score from -42043892.000000 to -42054148.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8494.907227 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8494.907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8533.243164 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8533.243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8546.893555 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -8546.894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8549.503906 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8549.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8549.503906 Penalty: 436.416962
	Iteration 4F: 3 clusters Score -8549.504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -12139.081055 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -12139.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -11635.599609 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -11635.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11864.151367 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -11864.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -11940.376953 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -11940.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11994.462891 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -11994.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12059.971680 Penalty: 576.651123
	Iteration 4F: 3 clusters Score -12059.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12088.123047 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -12088.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12123.640625 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -12123.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12201.565430 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -12201.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12321.063477 Penalty: 576.651123
	Iteration 8F: 3 clusters Score -12321.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12424.195312 Penalty: 576.651123
	Iteration 9F: 3 clusters Score -12424.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12470.739258 Penalty: 576.651123
	Iteration 10F: 3 clusters Score -12470.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12499.049805 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -12499.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12513.727539 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -12513.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12525.758789 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -12525.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12537.735352 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -12537.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12547.790039 Penalty: 576.651123
	Iteration 15Q: 3 clusters Score -12547.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12550.883789 Penalty: 576.651123
	Iteration 16Q: 3 clusters Score -12550.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12552.144531 Penalty: 576.651123
	Iteration 17Q: 3 clusters Score -12552.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12552.665039 Penalty: 576.651123
	Iteration 18Q: 3 clusters Score -12552.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12553.175781 Penalty: 576.651123
	Iteration 19Q: 3 clusters Score -12553.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12553.512695 Penalty: 576.651123
	Iteration 20F: 3 clusters Score -12553.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 1230 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Entering Unmasked Estep 
Score: -42054200.000000 Penalty: 28892.949219
Splitting cluster 27 changes total score from -42043892.000000 to -42054200.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 28 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -80738.750000 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -80738.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -79813.148438 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -79813.15 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80263.937500 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -80263.94 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80410.546875 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -80410.55 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -80496.281250 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -80496.28 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -80545.492188 Penalty: 647.444031
	Iteration 4F: 3 clusters Score -80545.49 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -80583.578125 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -80583.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -80609.640625 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -80609.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -80633.484375 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -80633.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80658.578125 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -80658.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -80683.156250 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -80683.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -80707.601562 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -80707.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -80726.539062 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -80726.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -80745.148438 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -80745.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80760.132812 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -80760.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80792.648438 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -80792.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80813.054688 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -80813.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80820.343750 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -80820.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80827.304688 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -80827.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -80830.750000 Penalty: 647.444031
	Iteration 18Q: 3 clusters Score -80830.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -80835.796875 Penalty: 647.444031
	Iteration 19Q: 3 clusters Score -80835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -80840.210938 Penalty: 647.444031
	Iteration 20F: 3 clusters Score -80840.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -80845.210938 Penalty: 647.444031
	Iteration 21Q: 3 clusters Score -80845.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -80849.179688 Penalty: 647.444031
	Iteration 22Q: 3 clusters Score -80849.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -80855.445312 Penalty: 647.444031
	Iteration 23Q: 3 clusters Score -80855.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -80861.828125 Penalty: 647.444031
	Iteration 24Q: 3 clusters Score -80861.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -80866.445312 Penalty: 647.444031
	Iteration 25Q: 3 clusters Score -80866.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -80874.593750 Penalty: 647.444031
	Iteration 26Q: 3 clusters Score -80874.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -80885.578125 Penalty: 647.444031
	Iteration 27Q: 3 clusters Score -80885.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80907.875000 Penalty: 647.444031
	Iteration 28Q: 3 clusters Score -80907.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80932.007812 Penalty: 647.444031
	Iteration 29Q: 3 clusters Score -80932.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80944.773438 Penalty: 647.444031
	Iteration 30Q: 3 clusters Score -80944.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80948.460938 Penalty: 647.444031
	Iteration 31Q: 3 clusters Score -80948.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80952.765625 Penalty: 647.444031
	Iteration 32Q: 3 clusters Score -80952.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80953.062500 Penalty: 647.444031
	Iteration 33Q: 3 clusters Score -80953.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80953.187500 Penalty: 647.444031
	Iteration 34Q: 3 clusters Score -80953.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -80953.187500 Penalty: 647.444031
	Iteration 35F: 3 clusters Score -80953.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 97196 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Entering Unmasked Estep 
Score: -42054112.000000 Penalty: 29494.884766
Splitting cluster 28 changes total score from -42043892.000000 to -42054112.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 29 (97196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Entering Unmasked Estep 
Score: -7665414.000000 Penalty: 522.544067
	Iteration 0F: 2 clusters Score -7665414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -7646812.500000 Penalty: 1045.088135
	Iteration 0F: 3 clusters Score -7646812 nChanged 47509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -7677931.500000 Penalty: 1045.088135
	Iteration 1F: 3 clusters Score -7677932 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -7682398.000000 Penalty: 1045.088135
	Iteration 2F: 3 clusters Score -7682398 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7686126.500000 Penalty: 1045.088135
	Iteration 3F: 3 clusters Score -7686126 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7687824.500000 Penalty: 1045.088135
	Iteration 4F: 3 clusters Score -7687824 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7689388.500000 Penalty: 1045.088135
	Iteration 5Q: 3 clusters Score -7689388 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -7690246.500000 Penalty: 1045.088135
	Iteration 6Q: 3 clusters Score -7690246 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -7691142.500000 Penalty: 1045.088135
	Iteration 7Q: 3 clusters Score -7691142 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -7692138.000000 Penalty: 1045.088135
	Iteration 8Q: 3 clusters Score -7692138 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -7692530.000000 Penalty: 1045.088135
	Iteration 9Q: 3 clusters Score -7692530 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -7692793.000000 Penalty: 1045.088135
	Iteration 10Q: 3 clusters Score -7692793 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -7692918.000000 Penalty: 1045.088135
	Iteration 11Q: 3 clusters Score -7692918 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7692937.500000 Penalty: 1045.088135
	Iteration 12Q: 3 clusters Score -7692938 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -7692787.500000 Penalty: 1045.088135
	Iteration 13Q: 3 clusters Score -7692788 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -7692713.500000 Penalty: 1045.088135
	Iteration 14Q: 3 clusters Score -7692714 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -7692637.000000 Penalty: 1045.088135
	Iteration 15Q: 3 clusters Score -7692637 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -7692585.500000 Penalty: 1045.088135
	Iteration 16Q: 3 clusters Score -7692586 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -7692562.000000 Penalty: 1045.088135
	Iteration 17Q: 3 clusters Score -7692562 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -7692540.500000 Penalty: 1045.088135
	Iteration 18Q: 3 clusters Score -7692540 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -7692594.000000 Penalty: 1045.088135
	Iteration 19Q: 3 clusters Score -7692594 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7692507.000000 Penalty: 1045.088135
	Iteration 20F: 3 clusters Score -7692507 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7692440.000000 Penalty: 1045.088135
	Iteration 21Q: 3 clusters Score -7692440 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -7692503.000000 Penalty: 1045.088135
	Iteration 22Q: 3 clusters Score -7692503 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -7692538.000000 Penalty: 1045.088135
	Iteration 23Q: 3 clusters Score -7692538 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7692543.000000 Penalty: 1045.088135
	Iteration 24Q: 3 clusters Score -7692543 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -7692511.500000 Penalty: 1045.088135
	Iteration 25Q: 3 clusters Score -7692512 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -7692503.500000 Penalty: 1045.088135
	Iteration 26Q: 3 clusters Score -7692504 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -7692507.000000 Penalty: 1045.088135
	Iteration 27Q: 3 clusters Score -7692507 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -7692578.000000 Penalty: 1045.088135
	Iteration 28Q: 3 clusters Score -7692578 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -7692569.000000 Penalty: 1045.088135
	Iteration 29Q: 3 clusters Score -7692569 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -7692576.500000 Penalty: 1045.088135
	Iteration 30Q: 3 clusters Score -7692576 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -7692547.000000 Penalty: 1045.088135
	Iteration 31Q: 3 clusters Score -7692547 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -7692513.500000 Penalty: 1045.088135
	Iteration 32Q: 3 clusters Score -7692514 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -7692541.000000 Penalty: 1045.088135
	Iteration 33Q: 3 clusters Score -7692541 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -7692586.500000 Penalty: 1045.088135
	Iteration 34Q: 3 clusters Score -7692586 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -7692513.000000 Penalty: 1045.088135
	Iteration 35Q: 3 clusters Score -7692513 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7692549.000000 Penalty: 1045.088135
	Iteration 36Q: 3 clusters Score -7692549 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -7692492.500000 Penalty: 1045.088135
	Iteration 37Q: 3 clusters Score -7692492 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -7692472.500000 Penalty: 1045.088135
	Iteration 38Q: 3 clusters Score -7692472 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -7692420.000000 Penalty: 1045.088135
	Iteration 39Q: 3 clusters Score -7692420 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -7692420.500000 Penalty: 1045.088135
	Iteration 40F: 3 clusters Score -7692420 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -7692456.000000 Penalty: 1045.088135
	Iteration 41Q: 3 clusters Score -7692456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -7692488.500000 Penalty: 1045.088135
	Iteration 42Q: 3 clusters Score -7692488 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -7692518.500000 Penalty: 1045.088135
	Iteration 43Q: 3 clusters Score -7692518 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -7692582.000000 Penalty: 1045.088135
	Iteration 44Q: 3 clusters Score -7692582 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -7692605.000000 Penalty: 1045.088135
	Iteration 45Q: 3 clusters Score -7692605 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -7692620.500000 Penalty: 1045.088135
	Iteration 46Q: 3 clusters Score -7692620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -7692596.000000 Penalty: 1045.088135
	Iteration 47Q: 3 clusters Score -7692596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -7692576.500000 Penalty: 1045.088135
	Iteration 48Q: 3 clusters Score -7692576 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -7692599.500000 Penalty: 1045.088135
	Iteration 49Q: 3 clusters Score -7692600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -7692559.500000 Penalty: 1045.088135
	Iteration 50Q: 3 clusters Score -7692560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -7692493.500000 Penalty: 1045.088135
	Iteration 51Q: 3 clusters Score -7692494 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7692429.000000 Penalty: 1045.088135
	Iteration 52Q: 3 clusters Score -7692429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -7692420.500000 Penalty: 1045.088135
	Iteration 53Q: 3 clusters Score -7692420 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -7692397.000000 Penalty: 1045.088135
	Iteration 54Q: 3 clusters Score -7692397 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7692405.500000 Penalty: 1045.088135
	Iteration 55Q: 3 clusters Score -7692406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -7692395.000000 Penalty: 1045.088135
	Iteration 56Q: 3 clusters Score -7692395 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -7692398.000000 Penalty: 1045.088135
	Iteration 57Q: 3 clusters Score -7692398 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7692364.000000 Penalty: 1045.088135
	Iteration 58Q: 3 clusters Score -7692364 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7692365.500000 Penalty: 1045.088135
	Iteration 59Q: 3 clusters Score -7692366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -7692370.000000 Penalty: 1045.088135
	Iteration 60F: 3 clusters Score -7692370 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -7692369.000000 Penalty: 1045.088135
	Iteration 61Q: 3 clusters Score -7692369 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -7692379.500000 Penalty: 1045.088135
	Iteration 62Q: 3 clusters Score -7692380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -7692380.000000 Penalty: 1045.088135
	Iteration 63Q: 3 clusters Score -7692380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -7692394.500000 Penalty: 1045.088135
	Iteration 64Q: 3 clusters Score -7692394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -7692373.000000 Penalty: 1045.088135
	Iteration 65Q: 3 clusters Score -7692373 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -7692376.000000 Penalty: 1045.088135
	Iteration 66Q: 3 clusters Score -7692376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -7692421.500000 Penalty: 1045.088135
	Iteration 67Q: 3 clusters Score -7692422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -7692477.000000 Penalty: 1045.088135
	Iteration 68Q: 3 clusters Score -7692477 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -7692502.500000 Penalty: 1045.088135
	Iteration 69Q: 3 clusters Score -7692502 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -7692576.000000 Penalty: 1045.088135
	Iteration 70Q: 3 clusters Score -7692576 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -7692600.500000 Penalty: 1045.088135
	Iteration 71Q: 3 clusters Score -7692600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -7692727.000000 Penalty: 1045.088135
	Iteration 72Q: 3 clusters Score -7692727 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -7692842.000000 Penalty: 1045.088135
	Iteration 73Q: 3 clusters Score -7692842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7692932.500000 Penalty: 1045.088135
	Iteration 74Q: 3 clusters Score -7692932 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -7692904.500000 Penalty: 1045.088135
	Iteration 75Q: 3 clusters Score -7692904 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -7692969.000000 Penalty: 1045.088135
	Iteration 76Q: 3 clusters Score -7692969 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -7693047.000000 Penalty: 1045.088135
	Iteration 77Q: 3 clusters Score -7693047 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -7693079.000000 Penalty: 1045.088135
	Iteration 78Q: 3 clusters Score -7693079 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -7693067.000000 Penalty: 1045.088135
	Iteration 79Q: 3 clusters Score -7693067 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -7693083.000000 Penalty: 1045.088135
	Iteration 80F: 3 clusters Score -7693083 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -7693091.000000 Penalty: 1045.088135
	Iteration 81Q: 3 clusters Score -7693091 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -7693094.000000 Penalty: 1045.088135
	Iteration 82Q: 3 clusters Score -7693094 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -7693118.500000 Penalty: 1045.088135
	Iteration 83Q: 3 clusters Score -7693118 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -7693130.500000 Penalty: 1045.088135
	Iteration 84Q: 3 clusters Score -7693130 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -7693197.500000 Penalty: 1045.088135
	Iteration 85Q: 3 clusters Score -7693198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -7693209.000000 Penalty: 1045.088135
	Iteration 86Q: 3 clusters Score -7693209 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -7693186.000000 Penalty: 1045.088135
	Iteration 87Q: 3 clusters Score -7693186 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -7693134.500000 Penalty: 1045.088135
	Iteration 88Q: 3 clusters Score -7693134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -7693141.500000 Penalty: 1045.088135
	Iteration 89Q: 3 clusters Score -7693142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -7693157.500000 Penalty: 1045.088135
	Iteration 90Q: 3 clusters Score -7693158 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -7693171.000000 Penalty: 1045.088135
	Iteration 91Q: 3 clusters Score -7693171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -7693124.500000 Penalty: 1045.088135
	Iteration 92Q: 3 clusters Score -7693124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -7693159.000000 Penalty: 1045.088135
	Iteration 93Q: 3 clusters Score -7693159 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -7693172.500000 Penalty: 1045.088135
	Iteration 94Q: 3 clusters Score -7693172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -7693173.000000 Penalty: 1045.088135
	Iteration 95Q: 3 clusters Score -7693173 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -7693114.500000 Penalty: 1045.088135
	Iteration 96Q: 3 clusters Score -7693114 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -7693123.500000 Penalty: 1045.088135
	Iteration 97Q: 3 clusters Score -7693124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -7693080.000000 Penalty: 1045.088135
	Iteration 98Q: 3 clusters Score -7693080 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -7693013.000000 Penalty: 1045.088135
	Iteration 99Q: 3 clusters Score -7693013 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -7692967.500000 Penalty: 1045.088135
	Iteration 100F: 3 clusters Score -7692968 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -7692925.500000 Penalty: 1045.088135
	Iteration 101Q: 3 clusters Score -7692926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -7692949.500000 Penalty: 1045.088135
	Iteration 102Q: 3 clusters Score -7692950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -7692938.500000 Penalty: 1045.088135
	Iteration 103Q: 3 clusters Score -7692938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -7692898.500000 Penalty: 1045.088135
	Iteration 104Q: 3 clusters Score -7692898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -7692942.500000 Penalty: 1045.088135
	Iteration 105Q: 3 clusters Score -7692942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -7692915.500000 Penalty: 1045.088135
	Iteration 106Q: 3 clusters Score -7692916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -7692919.000000 Penalty: 1045.088135
	Iteration 107Q: 3 clusters Score -7692919 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -7692879.500000 Penalty: 1045.088135
	Iteration 108Q: 3 clusters Score -7692880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -7692863.500000 Penalty: 1045.088135
	Iteration 109Q: 3 clusters Score -7692864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -7692862.000000 Penalty: 1045.088135
	Iteration 110Q: 3 clusters Score -7692862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -7692844.500000 Penalty: 1045.088135
	Iteration 111Q: 3 clusters Score -7692844 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -7692844.000000 Penalty: 1045.088135
	Iteration 112Q: 3 clusters Score -7692844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -7692782.500000 Penalty: 1045.088135
	Iteration 113Q: 3 clusters Score -7692782 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -7692712.000000 Penalty: 1045.088135
	Iteration 114Q: 3 clusters Score -7692712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -7692689.500000 Penalty: 1045.088135
	Iteration 115Q: 3 clusters Score -7692690 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -7692634.000000 Penalty: 1045.088135
	Iteration 116Q: 3 clusters Score -7692634 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -7692619.000000 Penalty: 1045.088135
	Iteration 117Q: 3 clusters Score -7692619 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -7692594.500000 Penalty: 1045.088135
	Iteration 118Q: 3 clusters Score -7692594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -7692530.500000 Penalty: 1045.088135
	Iteration 119Q: 3 clusters Score -7692530 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -7692501.000000 Penalty: 1045.088135
	Iteration 120F: 3 clusters Score -7692501 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7692544.000000 Penalty: 1045.088135
	Iteration 121Q: 3 clusters Score -7692544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -7692513.000000 Penalty: 1045.088135
	Iteration 122Q: 3 clusters Score -7692513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -7692520.500000 Penalty: 1045.088135
	Iteration 123Q: 3 clusters Score -7692520 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -7692564.500000 Penalty: 1045.088135
	Iteration 124Q: 3 clusters Score -7692564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -7692586.000000 Penalty: 1045.088135
	Iteration 125Q: 3 clusters Score -7692586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -7692531.000000 Penalty: 1045.088135
	Iteration 126Q: 3 clusters Score -7692531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -7692528.500000 Penalty: 1045.088135
	Iteration 127Q: 3 clusters Score -7692528 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -7692510.500000 Penalty: 1045.088135
	Iteration 128Q: 3 clusters Score -7692510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -7692474.000000 Penalty: 1045.088135
	Iteration 129Q: 3 clusters Score -7692474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -7692441.500000 Penalty: 1045.088135
	Iteration 130Q: 3 clusters Score -7692442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -7692451.500000 Penalty: 1045.088135
	Iteration 131Q: 3 clusters Score -7692452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -7692429.000000 Penalty: 1045.088135
	Iteration 132Q: 3 clusters Score -7692429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -7692375.500000 Penalty: 1045.088135
	Iteration 133Q: 3 clusters Score -7692376 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -7692339.000000 Penalty: 1045.088135
	Iteration 134Q: 3 clusters Score -7692339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -7692332.000000 Penalty: 1045.088135
	Iteration 135Q: 3 clusters Score -7692332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49126 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -7692330.500000 Penalty: 1045.088135
	Iteration 136Q: 3 clusters Score -7692330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7692329.000000 Penalty: 1045.088135
	Iteration 137Q: 3 clusters Score -7692329 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -7692362.500000 Penalty: 1045.088135
	Iteration 138Q: 3 clusters Score -7692362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -7692395.500000 Penalty: 1045.088135
	Iteration 139Q: 3 clusters Score -7692396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -7692405.500000 Penalty: 1045.088135
	Iteration 140F: 3 clusters Score -7692406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -7692430.000000 Penalty: 1045.088135
	Iteration 141Q: 3 clusters Score -7692430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -7692437.500000 Penalty: 1045.088135
	Iteration 142Q: 3 clusters Score -7692438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -7692429.500000 Penalty: 1045.088135
	Iteration 143Q: 3 clusters Score -7692430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -7692416.500000 Penalty: 1045.088135
	Iteration 144Q: 3 clusters Score -7692416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -7692434.000000 Penalty: 1045.088135
	Iteration 145Q: 3 clusters Score -7692434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -7692397.000000 Penalty: 1045.088135
	Iteration 146Q: 3 clusters Score -7692397 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -7692412.000000 Penalty: 1045.088135
	Iteration 147Q: 3 clusters Score -7692412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -7692421.500000 Penalty: 1045.088135
	Iteration 148Q: 3 clusters Score -7692422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -7692419.500000 Penalty: 1045.088135
	Iteration 149Q: 3 clusters Score -7692420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -7692380.000000 Penalty: 1045.088135
	Iteration 150Q: 3 clusters Score -7692380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -7692374.500000 Penalty: 1045.088135
	Iteration 151Q: 3 clusters Score -7692374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -7692302.000000 Penalty: 1045.088135
	Iteration 152Q: 3 clusters Score -7692302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -7692277.500000 Penalty: 1045.088135
	Iteration 153Q: 3 clusters Score -7692278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -7692249.500000 Penalty: 1045.088135
	Iteration 154Q: 3 clusters Score -7692250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -7692228.500000 Penalty: 1045.088135
	Iteration 155Q: 3 clusters Score -7692228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -7692246.000000 Penalty: 1045.088135
	Iteration 156Q: 3 clusters Score -7692246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -7692249.000000 Penalty: 1045.088135
	Iteration 157Q: 3 clusters Score -7692249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -7692222.000000 Penalty: 1045.088135
	Iteration 158Q: 3 clusters Score -7692222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -7692227.500000 Penalty: 1045.088135
	Iteration 159Q: 3 clusters Score -7692228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -7692222.500000 Penalty: 1045.088135
	Iteration 160F: 3 clusters Score -7692222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7692200.500000 Penalty: 1045.088135
	Iteration 161Q: 3 clusters Score -7692200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7692196.500000 Penalty: 1045.088135
	Iteration 162Q: 3 clusters Score -7692196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -7692193.500000 Penalty: 1045.088135
	Iteration 163Q: 3 clusters Score -7692194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -7692190.500000 Penalty: 1045.088135
	Iteration 164Q: 3 clusters Score -7692190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -7692179.500000 Penalty: 1045.088135
	Iteration 165Q: 3 clusters Score -7692180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -7692180.500000 Penalty: 1045.088135
	Iteration 166Q: 3 clusters Score -7692180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -7692166.000000 Penalty: 1045.088135
	Iteration 167Q: 3 clusters Score -7692166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7692182.000000 Penalty: 1045.088135
	Iteration 168Q: 3 clusters Score -7692182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -7692194.500000 Penalty: 1045.088135
	Iteration 169Q: 3 clusters Score -7692194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -7692176.500000 Penalty: 1045.088135
	Iteration 170Q: 3 clusters Score -7692176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -7692173.000000 Penalty: 1045.088135
	Iteration 171Q: 3 clusters Score -7692173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -7692184.500000 Penalty: 1045.088135
	Iteration 172Q: 3 clusters Score -7692184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -7692174.500000 Penalty: 1045.088135
	Iteration 173Q: 3 clusters Score -7692174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7692164.500000 Penalty: 1045.088135
	Iteration 174Q: 3 clusters Score -7692164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7692173.500000 Penalty: 1045.088135
	Iteration 175Q: 3 clusters Score -7692174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -7692184.500000 Penalty: 1045.088135
	Iteration 176Q: 3 clusters Score -7692184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -7692173.000000 Penalty: 1045.088135
	Iteration 177Q: 3 clusters Score -7692173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -7692177.500000 Penalty: 1045.088135
	Iteration 178Q: 3 clusters Score -7692178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -7692173.000000 Penalty: 1045.088135
	Iteration 179Q: 3 clusters Score -7692173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -7692164.500000 Penalty: 1045.088135
	Iteration 180F: 3 clusters Score -7692164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -7692163.000000 Penalty: 1045.088135
	Iteration 181Q: 3 clusters Score -7692163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -7692154.000000 Penalty: 1045.088135
	Iteration 182Q: 3 clusters Score -7692154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -7692160.000000 Penalty: 1045.088135
	Iteration 183Q: 3 clusters Score -7692160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -7692174.000000 Penalty: 1045.088135
	Iteration 184Q: 3 clusters Score -7692174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -7692165.000000 Penalty: 1045.088135
	Iteration 185Q: 3 clusters Score -7692165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -7692157.500000 Penalty: 1045.088135
	Iteration 186Q: 3 clusters Score -7692158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -7692161.500000 Penalty: 1045.088135
	Iteration 187Q: 3 clusters Score -7692162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -7692171.000000 Penalty: 1045.088135
	Iteration 188Q: 3 clusters Score -7692171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -7692174.000000 Penalty: 1045.088135
	Iteration 189Q: 3 clusters Score -7692174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -7692162.000000 Penalty: 1045.088135
	Iteration 190Q: 3 clusters Score -7692162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -7692151.500000 Penalty: 1045.088135
	Iteration 191Q: 3 clusters Score -7692152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -7692151.000000 Penalty: 1045.088135
	Iteration 192Q: 3 clusters Score -7692151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -7692151.000000 Penalty: 1045.088135
	Iteration 193F: 3 clusters Score -7692151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Entering Unmasked Estep 
Score: -42080400.000000 Penalty: 30096.822266
Splitting cluster 29 changes total score from -42043892.000000 to -42080400.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 30 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -30159.011719 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -30159.01 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 209 members 
Entering Unmasked Estep 
Score: -29722.781250 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -29722.78 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29856.958984 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -29856.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29931.064453 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -29931.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30089.074219 Penalty: 549.663147
	Iteration 3F: 3 clusters Score -30089.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30537.587891 Penalty: 549.663147
	Iteration 4F: 3 clusters Score -30537.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30645.058594 Penalty: 549.663147
	Iteration 5F: 3 clusters Score -30645.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30655.427734 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -30655.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30656.095703 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -30656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30656.095703 Penalty: 549.663147
	Iteration 8F: 3 clusters Score -30656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 43602 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Mstep: Class 51 contains 115 members 
Entering Unmasked Estep 
Score: -42080572.000000 Penalty: 30698.757812
Splitting cluster 30 changes total score from -42043892.000000 to -42080572.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 31 (43602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Entering Unmasked Estep 
Score: -3512589.500000 Penalty: 486.070068
	Iteration 0F: 2 clusters Score -3512590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3491524.750000 Penalty: 972.140137
	Iteration 0F: 3 clusters Score -3491525 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3504562.500000 Penalty: 972.140137
	Iteration 1F: 3 clusters Score -3504562 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3505587.250000 Penalty: 972.140137
	Iteration 2F: 3 clusters Score -3505587 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3506646.250000 Penalty: 972.140137
	Iteration 3F: 3 clusters Score -3506646 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3507987.500000 Penalty: 972.140137
	Iteration 4F: 3 clusters Score -3507988 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3509205.000000 Penalty: 972.140137
	Iteration 5F: 3 clusters Score -3509205 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3510509.000000 Penalty: 972.140137
	Iteration 6F: 3 clusters Score -3510509 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3511328.000000 Penalty: 972.140137
	Iteration 7Q: 3 clusters Score -3511328 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3511941.000000 Penalty: 972.140137
	Iteration 8Q: 3 clusters Score -3511941 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3512379.500000 Penalty: 972.140137
	Iteration 9Q: 3 clusters Score -3512380 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3512734.000000 Penalty: 972.140137
	Iteration 10Q: 3 clusters Score -3512734 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3513069.500000 Penalty: 972.140137
	Iteration 11Q: 3 clusters Score -3513070 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3513641.000000 Penalty: 972.140137
	Iteration 12Q: 3 clusters Score -3513641 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3514374.250000 Penalty: 972.140137
	Iteration 13Q: 3 clusters Score -3514374 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3515187.500000 Penalty: 972.140137
	Iteration 14Q: 3 clusters Score -3515188 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3516042.750000 Penalty: 972.140137
	Iteration 15Q: 3 clusters Score -3516043 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3516701.000000 Penalty: 972.140137
	Iteration 16Q: 3 clusters Score -3516701 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3516972.000000 Penalty: 972.140137
	Iteration 17Q: 3 clusters Score -3516972 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3517131.250000 Penalty: 972.140137
	Iteration 18Q: 3 clusters Score -3517131 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3517174.750000 Penalty: 972.140137
	Iteration 19Q: 3 clusters Score -3517175 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3517330.250000 Penalty: 972.140137
	Iteration 20F: 3 clusters Score -3517330 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3517367.500000 Penalty: 972.140137
	Iteration 21Q: 3 clusters Score -3517368 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3517360.500000 Penalty: 972.140137
	Iteration 22Q: 3 clusters Score -3517360 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3517348.250000 Penalty: 972.140137
	Iteration 23Q: 3 clusters Score -3517348 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3517417.500000 Penalty: 972.140137
	Iteration 24Q: 3 clusters Score -3517418 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3517443.500000 Penalty: 972.140137
	Iteration 25Q: 3 clusters Score -3517444 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3517485.500000 Penalty: 972.140137
	Iteration 26Q: 3 clusters Score -3517486 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3517497.000000 Penalty: 972.140137
	Iteration 27Q: 3 clusters Score -3517497 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3517499.500000 Penalty: 972.140137
	Iteration 28Q: 3 clusters Score -3517500 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3517534.000000 Penalty: 972.140137
	Iteration 29Q: 3 clusters Score -3517534 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3517555.500000 Penalty: 972.140137
	Iteration 30Q: 3 clusters Score -3517556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -3517612.250000 Penalty: 972.140137
	Iteration 31Q: 3 clusters Score -3517612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3517628.750000 Penalty: 972.140137
	Iteration 32Q: 3 clusters Score -3517629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3517639.000000 Penalty: 972.140137
	Iteration 33Q: 3 clusters Score -3517639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3517650.500000 Penalty: 972.140137
	Iteration 34Q: 3 clusters Score -3517650 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3517657.750000 Penalty: 972.140137
	Iteration 35Q: 3 clusters Score -3517658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3517657.500000 Penalty: 972.140137
	Iteration 36Q: 3 clusters Score -3517658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3517663.250000 Penalty: 972.140137
	Iteration 37Q: 3 clusters Score -3517663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3517662.500000 Penalty: 972.140137
	Iteration 38Q: 3 clusters Score -3517662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3517659.750000 Penalty: 972.140137
	Iteration 39Q: 3 clusters Score -3517660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3517670.250000 Penalty: 972.140137
	Iteration 40F: 3 clusters Score -3517670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3517655.000000 Penalty: 972.140137
	Iteration 41Q: 3 clusters Score -3517655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3517655.000000 Penalty: 972.140137
	Iteration 42Q: 3 clusters Score -3517655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3517651.000000 Penalty: 972.140137
	Iteration 43Q: 3 clusters Score -3517651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3517654.750000 Penalty: 972.140137
	Iteration 44Q: 3 clusters Score -3517655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3517650.250000 Penalty: 972.140137
	Iteration 45Q: 3 clusters Score -3517650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3517645.750000 Penalty: 972.140137
	Iteration 46Q: 3 clusters Score -3517646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3517644.750000 Penalty: 972.140137
	Iteration 47Q: 3 clusters Score -3517645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3517642.500000 Penalty: 972.140137
	Iteration 48Q: 3 clusters Score -3517642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3517639.500000 Penalty: 972.140137
	Iteration 49Q: 3 clusters Score -3517640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3517639.500000 Penalty: 972.140137
	Iteration 50Q: 3 clusters Score -3517640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3517637.250000 Penalty: 972.140137
	Iteration 51Q: 3 clusters Score -3517637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3517637.250000 Penalty: 972.140137
	Iteration 52F: 3 clusters Score -3517637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 20329 members 
Mstep: Class 32 contains 28126 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 23273 members 
Entering Unmasked Estep 
Score: -42085224.000000 Penalty: 31300.693359
Splitting cluster 31 changes total score from -42043892.000000 to -42085224.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 32 (28126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Entering Unmasked Estep 
Score: -2096277.125000 Penalty: 466.122467
	Iteration 0F: 2 clusters Score -2096277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2077616.375000 Penalty: 932.244934
	Iteration 0F: 3 clusters Score -2077616 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2086176.250000 Penalty: 932.244934
	Iteration 1F: 3 clusters Score -2086176 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2087088.125000 Penalty: 932.244934
	Iteration 2F: 3 clusters Score -2087088 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2088122.250000 Penalty: 932.244934
	Iteration 3F: 3 clusters Score -2088122 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2089347.500000 Penalty: 932.244934
	Iteration 4F: 3 clusters Score -2089348 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2090627.000000 Penalty: 932.244934
	Iteration 5F: 3 clusters Score -2090627 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2091697.000000 Penalty: 932.244934
	Iteration 6F: 3 clusters Score -2091697 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2092461.375000 Penalty: 932.244934
	Iteration 7Q: 3 clusters Score -2092461 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2092984.000000 Penalty: 932.244934
	Iteration 8Q: 3 clusters Score -2092984 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2093405.375000 Penalty: 932.244934
	Iteration 9Q: 3 clusters Score -2093405 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2093690.625000 Penalty: 932.244934
	Iteration 10Q: 3 clusters Score -2093691 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2093977.250000 Penalty: 932.244934
	Iteration 11Q: 3 clusters Score -2093977 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2094234.375000 Penalty: 932.244934
	Iteration 12Q: 3 clusters Score -2094234 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2094477.500000 Penalty: 932.244934
	Iteration 13Q: 3 clusters Score -2094478 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2094687.625000 Penalty: 932.244934
	Iteration 14Q: 3 clusters Score -2094688 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2094926.375000 Penalty: 932.244934
	Iteration 15Q: 3 clusters Score -2094926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2095126.500000 Penalty: 932.244934
	Iteration 16Q: 3 clusters Score -2095126 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2095273.125000 Penalty: 932.244934
	Iteration 17Q: 3 clusters Score -2095273 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2095382.125000 Penalty: 932.244934
	Iteration 18Q: 3 clusters Score -2095382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2095478.000000 Penalty: 932.244934
	Iteration 19Q: 3 clusters Score -2095478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2095546.750000 Penalty: 932.244934
	Iteration 20F: 3 clusters Score -2095547 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2095624.875000 Penalty: 932.244934
	Iteration 21Q: 3 clusters Score -2095625 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2095700.375000 Penalty: 932.244934
	Iteration 22Q: 3 clusters Score -2095700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2095810.000000 Penalty: 932.244934
	Iteration 23Q: 3 clusters Score -2095810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2095974.375000 Penalty: 932.244934
	Iteration 24Q: 3 clusters Score -2095974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2096187.625000 Penalty: 932.244934
	Iteration 25Q: 3 clusters Score -2096188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2096285.875000 Penalty: 932.244934
	Iteration 26Q: 3 clusters Score -2096286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2096338.125000 Penalty: 932.244934
	Iteration 27Q: 3 clusters Score -2096338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2096373.125000 Penalty: 932.244934
	Iteration 28Q: 3 clusters Score -2096373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2096393.250000 Penalty: 932.244934
	Iteration 29Q: 3 clusters Score -2096393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2096409.875000 Penalty: 932.244934
	Iteration 30Q: 3 clusters Score -2096410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2096438.125000 Penalty: 932.244934
	Iteration 31Q: 3 clusters Score -2096438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2096462.875000 Penalty: 932.244934
	Iteration 32Q: 3 clusters Score -2096463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2096489.125000 Penalty: 932.244934
	Iteration 33Q: 3 clusters Score -2096489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2096524.125000 Penalty: 932.244934
	Iteration 34Q: 3 clusters Score -2096524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2096546.375000 Penalty: 932.244934
	Iteration 35Q: 3 clusters Score -2096546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2096553.250000 Penalty: 932.244934
	Iteration 36Q: 3 clusters Score -2096553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2096561.125000 Penalty: 932.244934
	Iteration 37Q: 3 clusters Score -2096561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2096563.375000 Penalty: 932.244934
	Iteration 38Q: 3 clusters Score -2096563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2096566.750000 Penalty: 932.244934
	Iteration 39Q: 3 clusters Score -2096567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2096576.250000 Penalty: 932.244934
	Iteration 40F: 3 clusters Score -2096576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2096581.375000 Penalty: 932.244934
	Iteration 41Q: 3 clusters Score -2096581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2096586.500000 Penalty: 932.244934
	Iteration 42Q: 3 clusters Score -2096586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2096588.625000 Penalty: 932.244934
	Iteration 43Q: 3 clusters Score -2096589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2096589.000000 Penalty: 932.244934
	Iteration 44Q: 3 clusters Score -2096589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2096590.750000 Penalty: 932.244934
	Iteration 45Q: 3 clusters Score -2096591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2096592.750000 Penalty: 932.244934
	Iteration 46Q: 3 clusters Score -2096593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2096595.625000 Penalty: 932.244934
	Iteration 47Q: 3 clusters Score -2096596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2096599.375000 Penalty: 932.244934
	Iteration 48Q: 3 clusters Score -2096599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2096602.250000 Penalty: 932.244934
	Iteration 49Q: 3 clusters Score -2096602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2096600.750000 Penalty: 932.244934
	Iteration 50Q: 3 clusters Score -2096601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2096603.750000 Penalty: 932.244934
	Iteration 51Q: 3 clusters Score -2096604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2096603.750000 Penalty: 932.244934
	Iteration 52F: 3 clusters Score -2096604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 20329 members 
Mstep: Class 32 contains 27231 members 
Mstep: Class 33 contains 45474 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 23273 members 
Mstep: Class 53 contains 895 members 
Entering Unmasked Estep 
Score: -42085320.000000 Penalty: 31902.630859
Splitting cluster 32 changes total score from -42043892.000000 to -42085320.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 33 (45474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Entering Unmasked Estep 
Score: -3645115.500000 Penalty: 487.982788
	Iteration 0F: 2 clusters Score -3645116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3622079.000000 Penalty: 975.965576
	Iteration 0F: 3 clusters Score -3622079 nChanged 22237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3635118.250000 Penalty: 975.965576
	Iteration 1F: 3 clusters Score -3635118 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3636096.750000 Penalty: 975.965576
	Iteration 2F: 3 clusters Score -3636097 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3637457.750000 Penalty: 975.965576
	Iteration 3F: 3 clusters Score -3637458 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3639438.250000 Penalty: 975.965576
	Iteration 4F: 3 clusters Score -3639438 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3641740.500000 Penalty: 975.965576
	Iteration 5F: 3 clusters Score -3641740 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3643436.750000 Penalty: 975.965576
	Iteration 6F: 3 clusters Score -3643437 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3644064.250000 Penalty: 975.965576
	Iteration 7F: 3 clusters Score -3644064 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -3644032.750000 Penalty: 975.965576
	Iteration 8F: 3 clusters Score -3644033 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3644045.250000 Penalty: 975.965576
	Iteration 9Q: 3 clusters Score -3644045 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3643991.750000 Penalty: 975.965576
	Iteration 10Q: 3 clusters Score -3643992 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3644113.750000 Penalty: 975.965576
	Iteration 11Q: 3 clusters Score -3644114 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3644255.500000 Penalty: 975.965576
	Iteration 12Q: 3 clusters Score -3644256 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -3644554.000000 Penalty: 975.965576
	Iteration 13Q: 3 clusters Score -3644554 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -3645004.250000 Penalty: 975.965576
	Iteration 14Q: 3 clusters Score -3645004 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3645175.500000 Penalty: 975.965576
	Iteration 15Q: 3 clusters Score -3645176 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -3645339.750000 Penalty: 975.965576
	Iteration 16Q: 3 clusters Score -3645340 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -3645330.500000 Penalty: 975.965576
	Iteration 17Q: 3 clusters Score -3645330 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -3645349.000000 Penalty: 975.965576
	Iteration 18Q: 3 clusters Score -3645349 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -3645245.250000 Penalty: 975.965576
	Iteration 19Q: 3 clusters Score -3645245 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -3645262.500000 Penalty: 975.965576
	Iteration 20F: 3 clusters Score -3645262 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -3645238.500000 Penalty: 975.965576
	Iteration 21Q: 3 clusters Score -3645238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -3645196.500000 Penalty: 975.965576
	Iteration 22Q: 3 clusters Score -3645196 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -3645181.250000 Penalty: 975.965576
	Iteration 23Q: 3 clusters Score -3645181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -3645166.750000 Penalty: 975.965576
	Iteration 24Q: 3 clusters Score -3645167 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -3645206.000000 Penalty: 975.965576
	Iteration 25Q: 3 clusters Score -3645206 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3645213.250000 Penalty: 975.965576
	Iteration 26Q: 3 clusters Score -3645213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3645253.000000 Penalty: 975.965576
	Iteration 27Q: 3 clusters Score -3645253 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -3645285.000000 Penalty: 975.965576
	Iteration 28Q: 3 clusters Score -3645285 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -3645291.000000 Penalty: 975.965576
	Iteration 29Q: 3 clusters Score -3645291 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3645314.750000 Penalty: 975.965576
	Iteration 30Q: 3 clusters Score -3645315 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -3645324.750000 Penalty: 975.965576
	Iteration 31Q: 3 clusters Score -3645325 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -3645340.250000 Penalty: 975.965576
	Iteration 32Q: 3 clusters Score -3645340 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3645383.500000 Penalty: 975.965576
	Iteration 33Q: 3 clusters Score -3645384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -3645416.500000 Penalty: 975.965576
	Iteration 34Q: 3 clusters Score -3645416 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3645472.750000 Penalty: 975.965576
	Iteration 35Q: 3 clusters Score -3645473 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -3645465.500000 Penalty: 975.965576
	Iteration 36Q: 3 clusters Score -3645466 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3645435.000000 Penalty: 975.965576
	Iteration 37Q: 3 clusters Score -3645435 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3645534.250000 Penalty: 975.965576
	Iteration 38Q: 3 clusters Score -3645534 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3645586.000000 Penalty: 975.965576
	Iteration 39Q: 3 clusters Score -3645586 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3645669.750000 Penalty: 975.965576
	Iteration 40F: 3 clusters Score -3645670 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3645770.000000 Penalty: 975.965576
	Iteration 41Q: 3 clusters Score -3645770 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3645969.250000 Penalty: 975.965576
	Iteration 42Q: 3 clusters Score -3645969 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3646081.750000 Penalty: 975.965576
	Iteration 43Q: 3 clusters Score -3646082 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3646189.000000 Penalty: 975.965576
	Iteration 44Q: 3 clusters Score -3646189 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3646376.750000 Penalty: 975.965576
	Iteration 45Q: 3 clusters Score -3646377 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3646496.500000 Penalty: 975.965576
	Iteration 46Q: 3 clusters Score -3646496 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -3646624.250000 Penalty: 975.965576
	Iteration 47Q: 3 clusters Score -3646624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3646791.000000 Penalty: 975.965576
	Iteration 48Q: 3 clusters Score -3646791 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3646919.000000 Penalty: 975.965576
	Iteration 49Q: 3 clusters Score -3646919 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3647045.500000 Penalty: 975.965576
	Iteration 50Q: 3 clusters Score -3647046 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3647157.250000 Penalty: 975.965576
	Iteration 51Q: 3 clusters Score -3647157 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3647209.750000 Penalty: 975.965576
	Iteration 52Q: 3 clusters Score -3647210 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3647328.750000 Penalty: 975.965576
	Iteration 53Q: 3 clusters Score -3647329 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3647448.750000 Penalty: 975.965576
	Iteration 54Q: 3 clusters Score -3647449 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3647594.750000 Penalty: 975.965576
	Iteration 55Q: 3 clusters Score -3647595 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -3647753.500000 Penalty: 975.965576
	Iteration 56Q: 3 clusters Score -3647754 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3647936.750000 Penalty: 975.965576
	Iteration 57Q: 3 clusters Score -3647937 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3648286.500000 Penalty: 975.965576
	Iteration 58Q: 3 clusters Score -3648286 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3648579.250000 Penalty: 975.965576
	Iteration 59Q: 3 clusters Score -3648579 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3648798.750000 Penalty: 975.965576
	Iteration 60F: 3 clusters Score -3648799 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3648965.500000 Penalty: 975.965576
	Iteration 61Q: 3 clusters Score -3648966 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3649050.500000 Penalty: 975.965576
	Iteration 62Q: 3 clusters Score -3649050 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3649162.250000 Penalty: 975.965576
	Iteration 63Q: 3 clusters Score -3649162 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3649212.000000 Penalty: 975.965576
	Iteration 64Q: 3 clusters Score -3649212 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3649257.250000 Penalty: 975.965576
	Iteration 65Q: 3 clusters Score -3649257 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3649322.250000 Penalty: 975.965576
	Iteration 66Q: 3 clusters Score -3649322 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3649358.750000 Penalty: 975.965576
	Iteration 67Q: 3 clusters Score -3649359 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3649364.750000 Penalty: 975.965576
	Iteration 68Q: 3 clusters Score -3649365 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3649380.250000 Penalty: 975.965576
	Iteration 69Q: 3 clusters Score -3649380 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3649398.500000 Penalty: 975.965576
	Iteration 70Q: 3 clusters Score -3649398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3649417.250000 Penalty: 975.965576
	Iteration 71Q: 3 clusters Score -3649417 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3649414.250000 Penalty: 975.965576
	Iteration 72Q: 3 clusters Score -3649414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3649411.500000 Penalty: 975.965576
	Iteration 73Q: 3 clusters Score -3649412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3649431.250000 Penalty: 975.965576
	Iteration 74Q: 3 clusters Score -3649431 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3649474.500000 Penalty: 975.965576
	Iteration 75Q: 3 clusters Score -3649474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3649473.250000 Penalty: 975.965576
	Iteration 76Q: 3 clusters Score -3649473 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3649494.000000 Penalty: 975.965576
	Iteration 77Q: 3 clusters Score -3649494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3649490.000000 Penalty: 975.965576
	Iteration 78Q: 3 clusters Score -3649490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3649519.250000 Penalty: 975.965576
	Iteration 79Q: 3 clusters Score -3649519 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3649503.750000 Penalty: 975.965576
	Iteration 80F: 3 clusters Score -3649504 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3649502.250000 Penalty: 975.965576
	Iteration 81Q: 3 clusters Score -3649502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3649514.250000 Penalty: 975.965576
	Iteration 82Q: 3 clusters Score -3649514 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3649514.750000 Penalty: 975.965576
	Iteration 83Q: 3 clusters Score -3649515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3649508.250000 Penalty: 975.965576
	Iteration 84Q: 3 clusters Score -3649508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3649496.750000 Penalty: 975.965576
	Iteration 85Q: 3 clusters Score -3649497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3649506.000000 Penalty: 975.965576
	Iteration 86Q: 3 clusters Score -3649506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3649475.000000 Penalty: 975.965576
	Iteration 87Q: 3 clusters Score -3649475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3649459.750000 Penalty: 975.965576
	Iteration 88Q: 3 clusters Score -3649460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -3649447.750000 Penalty: 975.965576
	Iteration 89Q: 3 clusters Score -3649448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3649430.500000 Penalty: 975.965576
	Iteration 90Q: 3 clusters Score -3649430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3649427.250000 Penalty: 975.965576
	Iteration 91Q: 3 clusters Score -3649427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3649426.000000 Penalty: 975.965576
	Iteration 92Q: 3 clusters Score -3649426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3649431.250000 Penalty: 975.965576
	Iteration 93Q: 3 clusters Score -3649431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3649436.000000 Penalty: 975.965576
	Iteration 94Q: 3 clusters Score -3649436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3649442.000000 Penalty: 975.965576
	Iteration 95Q: 3 clusters Score -3649442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3649437.750000 Penalty: 975.965576
	Iteration 96Q: 3 clusters Score -3649438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3649436.000000 Penalty: 975.965576
	Iteration 97Q: 3 clusters Score -3649436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3649436.000000 Penalty: 975.965576
	Iteration 98Q: 3 clusters Score -3649436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3649440.000000 Penalty: 975.965576
	Iteration 99Q: 3 clusters Score -3649440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3649444.250000 Penalty: 975.965576
	Iteration 100F: 3 clusters Score -3649444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3649444.750000 Penalty: 975.965576
	Iteration 101Q: 3 clusters Score -3649445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3649444.250000 Penalty: 975.965576
	Iteration 102Q: 3 clusters Score -3649444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3649445.250000 Penalty: 975.965576
	Iteration 103Q: 3 clusters Score -3649445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3649445.250000 Penalty: 975.965576
	Iteration 104F: 3 clusters Score -3649445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 20329 members 
Mstep: Class 32 contains 27231 members 
Mstep: Class 33 contains 21480 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 23273 members 
Mstep: Class 53 contains 895 members 
Mstep: Class 54 contains 23994 members 
Entering Unmasked Estep 
Score: -42089360.000000 Penalty: 32504.566406
Splitting cluster 33 changes total score from -42043892.000000 to -42089360.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 34 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -40942.765625 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -40942.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -40213.308594 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -40213.31 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -40693.117188 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -40693.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -40795.726562 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -40795.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40881.351562 Penalty: 616.869385
	Iteration 3F: 3 clusters Score -40881.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -40955.695312 Penalty: 616.869385
	Iteration 4F: 3 clusters Score -40955.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -41004.363281 Penalty: 616.869385
	Iteration 5F: 3 clusters Score -41004.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41024.210938 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -41024.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41040.000000 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -41040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -41047.742188 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -41047.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41054.468750 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -41054.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -41060.511719 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -41060.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -41071.187500 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -41071.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41077.339844 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -41077.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41095.742188 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -41095.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -41137.242188 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -41137.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41159.683594 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -41159.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41177.781250 Penalty: 616.869385
	Iteration 16Q: 3 clusters Score -41177.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -41185.582031 Penalty: 616.869385
	Iteration 17Q: 3 clusters Score -41185.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -41190.750000 Penalty: 616.869385
	Iteration 18Q: 3 clusters Score -41190.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -41193.527344 Penalty: 616.869385
	Iteration 19Q: 3 clusters Score -41193.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41198.210938 Penalty: 616.869385
	Iteration 20F: 3 clusters Score -41198.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -41200.671875 Penalty: 616.869385
	Iteration 21Q: 3 clusters Score -41200.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41200.707031 Penalty: 616.869385
	Iteration 22Q: 3 clusters Score -41200.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -41200.707031 Penalty: 616.869385
	Iteration 23F: 3 clusters Score -41200.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 20329 members 
Mstep: Class 32 contains 27231 members 
Mstep: Class 33 contains 21480 members 
Mstep: Class 34 contains 521 members 
Mstep: Class 35 contains 17302 members 
Mstep: Class 36 contains 3664 members 
Mstep: Class 37 contains 600 members 
Mstep: Class 38 contains 693 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 9183 members 
Mstep: Class 41 contains 13798 members 
Mstep: Class 42 contains 39297 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 121 members 
Mstep: Class 45 contains 504 members 
Mstep: Class 46 contains 29194 members 
Mstep: Class 47 contains 1024 members 
Mstep: Class 48 contains 223 members 
Mstep: Class 49 contains 494 members 
Mstep: Class 50 contains 48328 members 
Mstep: Class 51 contains 115 members 
Mstep: Class 52 contains 23273 members 
Mstep: Class 53 contains 895 members 
Mstep: Class 54 contains 23994 members 
Mstep: Class 55 contains 358 members 
Entering Unmasked Estep 
Score: -42089324.000000 Penalty: 33106.503906
Splitting cluster 34 changes total score from -42043892.000000 to -42089324.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 232 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 36420 members 
Mstep: Class 14 contains 456 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 48769 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 23283 members 
Mstep: Class 22 contains 379 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 8880 members 
Mstep: Class 25 contains 379 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 736 members 
Mstep: Class 29 contains 48868 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 20329 members 
Mstep: Class 32 contains 27231 members 
Mstep: Class 33 contains 21480 members 
Mstep: Class 34 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 51. Lose 502.317627 but Gain 601.937500
Score: -42100984.000000 Penalty: 32504.566406
Iteration 79Q: 55 clusters Score -4.210098e+07 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6135 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 25280 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 23796 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 3474 members 
Mstep: Class 11 contains 422 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 37766 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 8588 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 48612 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 22923 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 1871 members 
Mstep: Class 24 contains 9540 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 399 members 
Mstep: Class 28 contains 749 members 
Mstep: Class 29 contains 49349 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 20628 members 
Mstep: Class 32 contains 27597 members 
Mstep: Class 33 contains 22657 members 
Mstep: Class 34 contains 538 members 
Mstep: Class 35 contains 17201 members 
Mstep: Class 36 contains 3592 members 
Mstep: Class 37 contains 554 members 
Mstep: Class 38 contains 628 members 
Mstep: Class 39 contains 270 members 
Mstep: Class 40 contains 8775 members 
Mstep: Class 41 contains 13559 members 
Mstep: Class 42 contains 36606 members 
Mstep: Class 43 contains 298 members 
Mstep: Class 44 contains 124 members 
Mstep: Class 45 contains 490 members 
Mstep: Class 46 contains 27101 members 
Mstep: Class 47 contains 1062 members 
Mstep: Class 48 contains 225 members 
Mstep: Class 49 contains 441 members 
Mstep: Class 50 contains 46765 members 
Mstep: Class 52 contains 22806 members 
Mstep: Class 53 contains 892 members 
Mstep: Class 54 contains 26381 members 
Mstep: Class 55 contains 355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42108720.000000 Penalty: 32504.566406
Iteration 80F: 55 clusters Score -4.210872e+07 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 18748 members 
Mstep: Class 4 contains 24599 members 
Mstep: Class 5 contains 206 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 23916 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 1590 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 408 members 
Mstep: Class 12 contains 270 members 
Mstep: Class 13 contains 39320 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 8261 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 48367 members 
Mstep: Class 19 contains 517 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 22589 members 
Mstep: Class 22 contains 377 members 
Mstep: Class 23 contains 1937 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 427 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 48662 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 20886 members 
Mstep: Class 32 contains 27317 members 
Mstep: Class 33 contains 24367 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 16880 members 
Mstep: Class 36 contains 3873 members 
Mstep: Class 37 contains 616 members 
Mstep: Class 38 contains 614 members 
Mstep: Class 39 contains 275 members 
Mstep: Class 40 contains 8956 members 
Mstep: Class 41 contains 13495 members 
Mstep: Class 42 contains 33861 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 125 members 
Mstep: Class 45 contains 547 members 
Mstep: Class 46 contains 25444 members 
Mstep: Class 47 contains 1226 members 
Mstep: Class 48 contains 226 members 
Mstep: Class 49 contains 471 members 
Mstep: Class 50 contains 45575 members 
Mstep: Class 52 contains 24014 members 
Mstep: Class 53 contains 895 members 
Mstep: Class 54 contains 28665 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112708.000000 Penalty: 32504.566406
Iteration 81Q: 55 clusters Score -4.211271e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5980 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 23918 members 
Mstep: Class 5 contains 200 members 
Mstep: Class 6 contains 806 members 
Mstep: Class 7 contains 24255 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 1586 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 395 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 40218 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 780 members 
Mstep: Class 18 contains 48147 members 
Mstep: Class 19 contains 517 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 22360 members 
Mstep: Class 22 contains 377 members 
Mstep: Class 23 contains 1978 members 
Mstep: Class 24 contains 10541 members 
Mstep: Class 25 contains 398 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48476 members 
Mstep: Class 30 contains 443 members 
Mstep: Class 31 contains 21273 members 
Mstep: Class 32 contains 27248 members 
Mstep: Class 33 contains 26698 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 16534 members 
Mstep: Class 36 contains 4059 members 
Mstep: Class 37 contains 649 members 
Mstep: Class 38 contains 607 members 
Mstep: Class 39 contains 279 members 
Mstep: Class 40 contains 8981 members 
Mstep: Class 41 contains 13467 members 
Mstep: Class 42 contains 30370 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 588 members 
Mstep: Class 46 contains 23790 members 
Mstep: Class 47 contains 1319 members 
Mstep: Class 48 contains 229 members 
Mstep: Class 49 contains 493 members 
Mstep: Class 50 contains 44544 members 
Mstep: Class 52 contains 24893 members 
Mstep: Class 53 contains 897 members 
Mstep: Class 54 contains 30774 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42114264.000000 Penalty: 32504.566406
Iteration 82Q: 55 clusters Score -4.211426e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5943 members 
Mstep: Class 3 contains 19295 members 
Mstep: Class 4 contains 23334 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 24640 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 40683 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 7698 members 
Mstep: Class 16 contains 2362 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 47952 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 20 contains 6703 members 
Mstep: Class 21 contains 22190 members 
Mstep: Class 22 contains 377 members 
Mstep: Class 23 contains 2002 members 
Mstep: Class 24 contains 11163 members 
Mstep: Class 25 contains 403 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 451 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 48536 members 
Mstep: Class 30 contains 457 members 
Mstep: Class 31 contains 21660 members 
Mstep: Class 32 contains 27163 members 
Mstep: Class 33 contains 29304 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 16234 members 
Mstep: Class 36 contains 4177 members 
Mstep: Class 37 contains 675 members 
Mstep: Class 38 contains 604 members 
Mstep: Class 39 contains 283 members 
Mstep: Class 40 contains 8898 members 
Mstep: Class 41 contains 13459 members 
Mstep: Class 42 contains 26373 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 136 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 22356 members 
Mstep: Class 47 contains 1398 members 
Mstep: Class 48 contains 233 members 
Mstep: Class 49 contains 501 members 
Mstep: Class 50 contains 43833 members 
Mstep: Class 52 contains 25649 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 32759 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115292.000000 Penalty: 32504.566406
Iteration 83Q: 55 clusters Score -4.211529e+07 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 22961 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 772 members 
Mstep: Class 7 contains 25000 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 1618 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 255 members 
Mstep: Class 13 contains 41046 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 47749 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 22072 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2008 members 
Mstep: Class 24 contains 11853 members 
Mstep: Class 25 contains 414 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 456 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 48518 members 
Mstep: Class 30 contains 466 members 
Mstep: Class 31 contains 22046 members 
Mstep: Class 32 contains 27079 members 
Mstep: Class 33 contains 31694 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 16056 members 
Mstep: Class 36 contains 4278 members 
Mstep: Class 37 contains 684 members 
Mstep: Class 38 contains 602 members 
Mstep: Class 39 contains 281 members 
Mstep: Class 40 contains 8831 members 
Mstep: Class 41 contains 13442 members 
Mstep: Class 42 contains 22415 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 621 members 
Mstep: Class 46 contains 21107 members 
Mstep: Class 47 contains 1449 members 
Mstep: Class 48 contains 236 members 
Mstep: Class 49 contains 511 members 
Mstep: Class 50 contains 43345 members 
Mstep: Class 52 contains 26221 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 34604 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115256.000000 Penalty: 32504.566406
Iteration 84Q: 55 clusters Score -4.211526e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5897 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 22672 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 25345 members 
Mstep: Class 8 contains 4004 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 41198 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 7088 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 47609 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 21950 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2013 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 419 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 459 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 48609 members 
Mstep: Class 30 contains 473 members 
Mstep: Class 31 contains 22452 members 
Mstep: Class 32 contains 27000 members 
Mstep: Class 33 contains 33833 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 16033 members 
Mstep: Class 36 contains 4321 members 
Mstep: Class 37 contains 687 members 
Mstep: Class 38 contains 600 members 
Mstep: Class 39 contains 283 members 
Mstep: Class 40 contains 8798 members 
Mstep: Class 41 contains 13415 members 
Mstep: Class 42 contains 18752 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 136 members 
Mstep: Class 45 contains 622 members 
Mstep: Class 46 contains 20049 members 
Mstep: Class 47 contains 1483 members 
Mstep: Class 48 contains 238 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 42957 members 
Mstep: Class 52 contains 26697 members 
Mstep: Class 53 contains 907 members 
Mstep: Class 54 contains 36162 members 
Mstep: Class 55 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115308.000000 Penalty: 32504.566406
Iteration 85Q: 55 clusters Score -4.211531e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 19839 members 
Mstep: Class 4 contains 22387 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 25841 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 41418 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 6800 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 752 members 
Mstep: Class 18 contains 47476 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 21886 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 13250 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 463 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 48489 members 
Mstep: Class 30 contains 482 members 
Mstep: Class 31 contains 22884 members 
Mstep: Class 32 contains 26942 members 
Mstep: Class 33 contains 34807 members 
Mstep: Class 34 contains 508 members 
Mstep: Class 35 contains 16423 members 
Mstep: Class 36 contains 4351 members 
Mstep: Class 37 contains 690 members 
Mstep: Class 38 contains 595 members 
Mstep: Class 39 contains 280 members 
Mstep: Class 40 contains 8791 members 
Mstep: Class 41 contains 13353 members 
Mstep: Class 42 contains 15567 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 621 members 
Mstep: Class 46 contains 19151 members 
Mstep: Class 47 contains 1499 members 
Mstep: Class 48 contains 240 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 42691 members 
Mstep: Class 52 contains 27091 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 37601 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116268.000000 Penalty: 32504.566406
Iteration 86Q: 55 clusters Score -4.211627e+07 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 19995 members 
Mstep: Class 4 contains 22203 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 26475 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 41673 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 734 members 
Mstep: Class 18 contains 47326 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 21873 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 14006 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 469 members 
Mstep: Class 28 contains 747 members 
Mstep: Class 29 contains 48374 members 
Mstep: Class 30 contains 490 members 
Mstep: Class 31 contains 23275 members 
Mstep: Class 32 contains 26851 members 
Mstep: Class 33 contains 34531 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 17186 members 
Mstep: Class 36 contains 4376 members 
Mstep: Class 37 contains 695 members 
Mstep: Class 38 contains 590 members 
Mstep: Class 39 contains 282 members 
Mstep: Class 40 contains 8814 members 
Mstep: Class 41 contains 13294 members 
Mstep: Class 42 contains 12941 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 626 members 
Mstep: Class 46 contains 18332 members 
Mstep: Class 47 contains 1527 members 
Mstep: Class 48 contains 241 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42367 members 
Mstep: Class 52 contains 27444 members 
Mstep: Class 53 contains 910 members 
Mstep: Class 54 contains 39146 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116332.000000 Penalty: 32504.566406
Iteration 87Q: 55 clusters Score -4.211633e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 20122 members 
Mstep: Class 4 contains 22077 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 27235 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 1703 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 371 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 41861 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 6159 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 47202 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 21835 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 14643 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 48304 members 
Mstep: Class 30 contains 494 members 
Mstep: Class 31 contains 23696 members 
Mstep: Class 32 contains 26765 members 
Mstep: Class 33 contains 33245 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 18223 members 
Mstep: Class 36 contains 4387 members 
Mstep: Class 37 contains 697 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 284 members 
Mstep: Class 40 contains 8877 members 
Mstep: Class 41 contains 13242 members 
Mstep: Class 42 contains 10935 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 630 members 
Mstep: Class 46 contains 17698 members 
Mstep: Class 47 contains 1553 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 513 members 
Mstep: Class 50 contains 42061 members 
Mstep: Class 52 contains 27727 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 40636 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116008.000000 Penalty: 32504.566406
Iteration 88Q: 55 clusters Score -4.211601e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 20241 members 
Mstep: Class 4 contains 21981 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 28107 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 42008 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 5832 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 47110 members 
Mstep: Class 19 contains 536 members 
Mstep: Class 20 contains 6644 members 
Mstep: Class 21 contains 21800 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 15250 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 48272 members 
Mstep: Class 30 contains 497 members 
Mstep: Class 31 contains 24107 members 
Mstep: Class 32 contains 26718 members 
Mstep: Class 33 contains 31516 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 19422 members 
Mstep: Class 36 contains 4374 members 
Mstep: Class 37 contains 691 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 285 members 
Mstep: Class 40 contains 8925 members 
Mstep: Class 41 contains 13156 members 
Mstep: Class 42 contains 9497 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 626 members 
Mstep: Class 46 contains 17220 members 
Mstep: Class 47 contains 1596 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 512 members 
Mstep: Class 50 contains 41788 members 
Mstep: Class 52 contains 27960 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 41619 members 
Mstep: Class 55 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115476.000000 Penalty: 32504.566406
Iteration 89Q: 55 clusters Score -4.211548e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 20354 members 
Mstep: Class 4 contains 21882 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 29011 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 42172 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 671 members 
Mstep: Class 18 contains 47033 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 21774 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2044 members 
Mstep: Class 24 contains 15888 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 48112 members 
Mstep: Class 30 contains 499 members 
Mstep: Class 31 contains 24473 members 
Mstep: Class 32 contains 26681 members 
Mstep: Class 33 contains 29971 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 20878 members 
Mstep: Class 36 contains 4356 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 8980 members 
Mstep: Class 41 contains 13093 members 
Mstep: Class 42 contains 8408 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 623 members 
Mstep: Class 46 contains 16801 members 
Mstep: Class 47 contains 1658 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 511 members 
Mstep: Class 50 contains 41608 members 
Mstep: Class 52 contains 28195 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 41686 members 
Mstep: Class 55 contains 363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116128.000000 Penalty: 32504.566406
Iteration 90Q: 55 clusters Score -4.211613e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 20462 members 
Mstep: Class 4 contains 21808 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 764 members 
Mstep: Class 7 contains 29992 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 42318 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 5137 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 19 contains 542 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 21753 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 16454 members 
Mstep: Class 25 contains 473 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 47993 members 
Mstep: Class 30 contains 500 members 
Mstep: Class 31 contains 24800 members 
Mstep: Class 32 contains 26654 members 
Mstep: Class 33 contains 28812 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 22566 members 
Mstep: Class 36 contains 4350 members 
Mstep: Class 37 contains 672 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9013 members 
Mstep: Class 41 contains 13056 members 
Mstep: Class 42 contains 7576 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 619 members 
Mstep: Class 46 contains 16394 members 
Mstep: Class 47 contains 1701 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 510 members 
Mstep: Class 50 contains 41440 members 
Mstep: Class 52 contains 28417 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 40846 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117036.000000 Penalty: 32504.566406
Iteration 91Q: 55 clusters Score -4.211704e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 20559 members 
Mstep: Class 4 contains 21747 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 30993 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 42507 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 46942 members 
Mstep: Class 19 contains 541 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 21739 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 500 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 47855 members 
Mstep: Class 30 contains 501 members 
Mstep: Class 31 contains 25134 members 
Mstep: Class 32 contains 26615 members 
Mstep: Class 33 contains 27786 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 24456 members 
Mstep: Class 36 contains 4389 members 
Mstep: Class 37 contains 671 members 
Mstep: Class 38 contains 584 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9037 members 
Mstep: Class 41 contains 12990 members 
Mstep: Class 42 contains 6876 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 618 members 
Mstep: Class 46 contains 15960 members 
Mstep: Class 47 contains 1698 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 509 members 
Mstep: Class 50 contains 41261 members 
Mstep: Class 52 contains 28597 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 39574 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118240.000000 Penalty: 32504.566406
Iteration 92Q: 55 clusters Score -4.211824e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 20657 members 
Mstep: Class 4 contains 21730 members 
Mstep: Class 5 contains 191 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 32068 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 42769 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 46875 members 
Mstep: Class 19 contains 540 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 21733 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 17442 members 
Mstep: Class 25 contains 534 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 47639 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 25420 members 
Mstep: Class 32 contains 26563 members 
Mstep: Class 33 contains 26932 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 26249 members 
Mstep: Class 36 contains 4397 members 
Mstep: Class 37 contains 661 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9064 members 
Mstep: Class 41 contains 12936 members 
Mstep: Class 42 contains 6244 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 15569 members 
Mstep: Class 47 contains 1706 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 41105 members 
Mstep: Class 52 contains 28758 members 
Mstep: Class 53 contains 912 members 
Mstep: Class 54 contains 38155 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120428.000000 Penalty: 32504.566406
Iteration 93Q: 55 clusters Score -4.212043e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 3 contains 20745 members 
Mstep: Class 4 contains 21731 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 32998 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 43111 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 46837 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 21728 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 17823 members 
Mstep: Class 25 contains 555 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 47410 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 25728 members 
Mstep: Class 32 contains 26516 members 
Mstep: Class 33 contains 26265 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 27884 members 
Mstep: Class 36 contains 4403 members 
Mstep: Class 37 contains 657 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9087 members 
Mstep: Class 41 contains 12879 members 
Mstep: Class 42 contains 5736 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 15260 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 40877 members 
Mstep: Class 52 contains 28837 members 
Mstep: Class 53 contains 911 members 
Mstep: Class 54 contains 36715 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122100.000000 Penalty: 32504.566406
Iteration 94Q: 55 clusters Score -4.21221e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 20793 members 
Mstep: Class 4 contains 21761 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 33717 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 43375 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 4018 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 46813 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 21725 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 18116 members 
Mstep: Class 25 contains 585 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 47263 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 26020 members 
Mstep: Class 32 contains 26473 members 
Mstep: Class 33 contains 25818 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 29066 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 665 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9104 members 
Mstep: Class 41 contains 12816 members 
Mstep: Class 42 contains 5313 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 609 members 
Mstep: Class 46 contains 14988 members 
Mstep: Class 47 contains 1725 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 40697 members 
Mstep: Class 52 contains 28900 members 
Mstep: Class 53 contains 912 members 
Mstep: Class 54 contains 35673 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123116.000000 Penalty: 32504.566406
Iteration 95Q: 55 clusters Score -4.212312e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 20852 members 
Mstep: Class 4 contains 21812 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 34314 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 43699 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 21723 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 18325 members 
Mstep: Class 25 contains 601 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 47111 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 26292 members 
Mstep: Class 32 contains 26449 members 
Mstep: Class 33 contains 25529 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 29948 members 
Mstep: Class 36 contains 4412 members 
Mstep: Class 37 contains 674 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9083 members 
Mstep: Class 41 contains 12765 members 
Mstep: Class 42 contains 4950 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 607 members 
Mstep: Class 46 contains 14783 members 
Mstep: Class 47 contains 1735 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 507 members 
Mstep: Class 50 contains 40495 members 
Mstep: Class 52 contains 28960 members 
Mstep: Class 53 contains 910 members 
Mstep: Class 54 contains 34838 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124364.000000 Penalty: 32504.566406
Iteration 96Q: 55 clusters Score -4.212436e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 21866 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 34814 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3507 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 46695 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 21728 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 18428 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 46946 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 26565 members 
Mstep: Class 32 contains 26426 members 
Mstep: Class 33 contains 25294 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 30692 members 
Mstep: Class 36 contains 4428 members 
Mstep: Class 37 contains 677 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 9071 members 
Mstep: Class 41 contains 12721 members 
Mstep: Class 42 contains 4655 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 14633 members 
Mstep: Class 47 contains 1735 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 507 members 
Mstep: Class 50 contains 40181 members 
Mstep: Class 52 contains 29018 members 
Mstep: Class 53 contains 909 members 
Mstep: Class 54 contains 34160 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125396.000000 Penalty: 32504.566406
Iteration 97Q: 55 clusters Score -4.21254e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 20909 members 
Mstep: Class 4 contains 21909 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 35334 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 1856 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 44679 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 517 members 
Mstep: Class 18 contains 46626 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6491 members 
Mstep: Class 21 contains 21764 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 18511 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 46677 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 26401 members 
Mstep: Class 33 contains 25093 members 
Mstep: Class 34 contains 508 members 
Mstep: Class 35 contains 31346 members 
Mstep: Class 36 contains 4445 members 
Mstep: Class 37 contains 680 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 8974 members 
Mstep: Class 41 contains 12681 members 
Mstep: Class 42 contains 4425 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 14510 members 
Mstep: Class 47 contains 1737 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 40006 members 
Mstep: Class 52 contains 29081 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 33445 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126688.000000 Penalty: 32504.566406
Iteration 98Q: 55 clusters Score -4.212669e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 21931 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 35791 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 45412 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 20 contains 6484 members 
Mstep: Class 21 contains 21821 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 623 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 46327 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 27085 members 
Mstep: Class 32 contains 26401 members 
Mstep: Class 33 contains 24881 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 31988 members 
Mstep: Class 36 contains 4444 members 
Mstep: Class 37 contains 685 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 8838 members 
Mstep: Class 41 contains 12617 members 
Mstep: Class 42 contains 4262 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 594 members 
Mstep: Class 46 contains 14426 members 
Mstep: Class 47 contains 1742 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 39733 members 
Mstep: Class 52 contains 29115 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32705 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127248.000000 Penalty: 32504.566406
Iteration 99Q: 55 clusters Score -4.212725e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 21954 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 36113 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1870 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 46173 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 2822 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 485 members 
Mstep: Class 18 contains 46527 members 
Mstep: Class 19 contains 525 members 
Mstep: Class 20 contains 6482 members 
Mstep: Class 21 contains 21880 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 18674 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 746 members 
Mstep: Class 29 contains 45973 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 27338 members 
Mstep: Class 32 contains 26398 members 
Mstep: Class 33 contains 24703 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 32634 members 
Mstep: Class 36 contains 4461 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 583 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 8548 members 
Mstep: Class 41 contains 12546 members 
Mstep: Class 42 contains 4129 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 132 members 
Mstep: Class 45 contains 588 members 
Mstep: Class 46 contains 14380 members 
Mstep: Class 47 contains 1740 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 508 members 
Mstep: Class 50 contains 39650 members 
Mstep: Class 52 contains 29138 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32020 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129424.000000 Penalty: 32504.566406
Iteration 100F: 55 clusters Score -4.212942e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5634 members 
Mstep: Class 3 contains 20794 members 
Mstep: Class 4 contains 21965 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 36557 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 46933 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 46482 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 21948 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 18828 members 
Mstep: Class 25 contains 636 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 45711 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 27721 members 
Mstep: Class 32 contains 26387 members 
Mstep: Class 33 contains 23711 members 
Mstep: Class 34 contains 508 members 
Mstep: Class 35 contains 33463 members 
Mstep: Class 36 contains 4479 members 
Mstep: Class 37 contains 703 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 8015 members 
Mstep: Class 41 contains 12348 members 
Mstep: Class 42 contains 3481 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 593 members 
Mstep: Class 46 contains 14082 members 
Mstep: Class 47 contains 1734 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 510 members 
Mstep: Class 50 contains 39733 members 
Mstep: Class 52 contains 29151 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32530 members 
Mstep: Class 55 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42128948.000000 Penalty: 32504.566406
Iteration 101Q: 55 clusters Score -4.212895e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 20639 members 
Mstep: Class 4 contains 21976 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 36970 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 47519 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 46454 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 6477 members 
Mstep: Class 21 contains 22013 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2087 members 
Mstep: Class 24 contains 19007 members 
Mstep: Class 25 contains 638 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 745 members 
Mstep: Class 29 contains 45761 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 28094 members 
Mstep: Class 32 contains 26393 members 
Mstep: Class 33 contains 22899 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 34138 members 
Mstep: Class 36 contains 4487 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 7264 members 
Mstep: Class 41 contains 12158 members 
Mstep: Class 42 contains 3083 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 590 members 
Mstep: Class 46 contains 13882 members 
Mstep: Class 47 contains 1734 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 513 members 
Mstep: Class 50 contains 39982 members 
Mstep: Class 52 contains 29173 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32658 members 
Mstep: Class 55 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127268.000000 Penalty: 32504.566406
Iteration 102Q: 55 clusters Score -4.212727e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 20420 members 
Mstep: Class 4 contains 21995 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 773 members 
Mstep: Class 7 contains 37309 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 1880 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 46411 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 22068 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2091 members 
Mstep: Class 24 contains 19157 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 744 members 
Mstep: Class 29 contains 46004 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 28485 members 
Mstep: Class 32 contains 26404 members 
Mstep: Class 33 contains 22234 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 34667 members 
Mstep: Class 36 contains 4496 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 11965 members 
Mstep: Class 42 contains 2832 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 592 members 
Mstep: Class 46 contains 13755 members 
Mstep: Class 47 contains 1738 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 513 members 
Mstep: Class 50 contains 40436 members 
Mstep: Class 52 contains 29154 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32664 members 
Mstep: Class 55 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124900.000000 Penalty: 32504.566406
Iteration 103Q: 55 clusters Score -4.21249e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 20143 members 
Mstep: Class 4 contains 22001 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 37572 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 366 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48200 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 2476 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 46393 members 
Mstep: Class 19 contains 523 members 
Mstep: Class 20 contains 6481 members 
Mstep: Class 21 contains 22121 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2091 members 
Mstep: Class 24 contains 19304 members 
Mstep: Class 25 contains 652 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 743 members 
Mstep: Class 29 contains 46334 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 28865 members 
Mstep: Class 32 contains 26416 members 
Mstep: Class 33 contains 21691 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 35075 members 
Mstep: Class 36 contains 4514 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 5435 members 
Mstep: Class 41 contains 11767 members 
Mstep: Class 42 contains 2666 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 595 members 
Mstep: Class 46 contains 13656 members 
Mstep: Class 47 contains 1732 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 514 members 
Mstep: Class 50 contains 41028 members 
Mstep: Class 52 contains 29144 members 
Mstep: Class 53 contains 908 members 
Mstep: Class 54 contains 32642 members 
Mstep: Class 55 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122888.000000 Penalty: 32504.566406
Iteration 104Q: 55 clusters Score -4.212289e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 19867 members 
Mstep: Class 4 contains 22032 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 767 members 
Mstep: Class 7 contains 37765 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48338 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1762 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 46365 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 22159 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 19468 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 742 members 
Mstep: Class 29 contains 46498 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 29246 members 
Mstep: Class 32 contains 26425 members 
Mstep: Class 33 contains 21288 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 35327 members 
Mstep: Class 36 contains 4522 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 4649 members 
Mstep: Class 41 contains 11565 members 
Mstep: Class 42 contains 2509 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 13575 members 
Mstep: Class 47 contains 1731 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 514 members 
Mstep: Class 50 contains 41785 members 
Mstep: Class 52 contains 29141 members 
Mstep: Class 53 contains 907 members 
Mstep: Class 54 contains 32652 members 
Mstep: Class 55 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121588.000000 Penalty: 32504.566406
Iteration 105Q: 55 clusters Score -4.212159e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 19633 members 
Mstep: Class 4 contains 22061 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 761 members 
Mstep: Class 7 contains 37871 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48477 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 46348 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2096 members 
Mstep: Class 24 contains 19592 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 46515 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 29636 members 
Mstep: Class 32 contains 26404 members 
Mstep: Class 33 contains 21001 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 35475 members 
Mstep: Class 36 contains 4539 members 
Mstep: Class 37 contains 732 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 3979 members 
Mstep: Class 41 contains 11325 members 
Mstep: Class 42 contains 2405 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 607 members 
Mstep: Class 46 contains 13522 members 
Mstep: Class 47 contains 1728 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 514 members 
Mstep: Class 50 contains 42525 members 
Mstep: Class 52 contains 29154 members 
Mstep: Class 53 contains 906 members 
Mstep: Class 54 contains 32716 members 
Mstep: Class 55 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120156.000000 Penalty: 32504.566406
Iteration 106Q: 55 clusters Score -4.212016e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 19425 members 
Mstep: Class 4 contains 22101 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 37954 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48583 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 46323 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 22259 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 19723 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 741 members 
Mstep: Class 29 contains 46584 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 30022 members 
Mstep: Class 32 contains 26348 members 
Mstep: Class 33 contains 20833 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 35492 members 
Mstep: Class 36 contains 4560 members 
Mstep: Class 37 contains 737 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 3444 members 
Mstep: Class 41 contains 11073 members 
Mstep: Class 42 contains 2334 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 133 members 
Mstep: Class 45 contains 603 members 
Mstep: Class 46 contains 13476 members 
Mstep: Class 47 contains 1724 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 514 members 
Mstep: Class 50 contains 43095 members 
Mstep: Class 52 contains 29191 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 32776 members 
Mstep: Class 55 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119240.000000 Penalty: 32504.566406
Iteration 107Q: 55 clusters Score -4.211924e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 19270 members 
Mstep: Class 4 contains 22117 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 760 members 
Mstep: Class 7 contains 37997 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48614 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 46314 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 22328 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2109 members 
Mstep: Class 24 contains 19860 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 739 members 
Mstep: Class 29 contains 46769 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 30450 members 
Mstep: Class 32 contains 26285 members 
Mstep: Class 33 contains 20831 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 35356 members 
Mstep: Class 36 contains 4571 members 
Mstep: Class 37 contains 741 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 287 members 
Mstep: Class 40 contains 3034 members 
Mstep: Class 41 contains 10792 members 
Mstep: Class 42 contains 2268 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 596 members 
Mstep: Class 46 contains 13423 members 
Mstep: Class 47 contains 1720 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 513 members 
Mstep: Class 50 contains 43431 members 
Mstep: Class 52 contains 29204 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 32858 members 
Mstep: Class 55 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118748.000000 Penalty: 32504.566406
Iteration 108Q: 55 clusters Score -4.211875e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 4 contains 22113 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 759 members 
Mstep: Class 7 contains 38005 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48581 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 1025 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 46348 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 22377 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 19971 members 
Mstep: Class 25 contains 668 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 46857 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 30842 members 
Mstep: Class 32 contains 26233 members 
Mstep: Class 33 contains 20913 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 35111 members 
Mstep: Class 36 contains 4572 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 2733 members 
Mstep: Class 41 contains 10498 members 
Mstep: Class 42 contains 2222 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 590 members 
Mstep: Class 46 contains 13379 members 
Mstep: Class 47 contains 1722 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 515 members 
Mstep: Class 50 contains 43754 members 
Mstep: Class 52 contains 29209 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 32992 members 
Mstep: Class 55 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118540.000000 Penalty: 32504.566406
Iteration 109Q: 55 clusters Score -4.211854e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 19143 members 
Mstep: Class 4 contains 22129 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 759 members 
Mstep: Class 7 contains 37949 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48704 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 887 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 46405 members 
Mstep: Class 19 contains 534 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 22414 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2121 members 
Mstep: Class 24 contains 20072 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 46910 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 31208 members 
Mstep: Class 32 contains 26213 members 
Mstep: Class 33 contains 21020 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 34822 members 
Mstep: Class 36 contains 4565 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 2510 members 
Mstep: Class 41 contains 10184 members 
Mstep: Class 42 contains 2175 members 
Mstep: Class 43 contains 306 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 586 members 
Mstep: Class 46 contains 13355 members 
Mstep: Class 47 contains 1718 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 43869 members 
Mstep: Class 52 contains 29208 members 
Mstep: Class 53 contains 905 members 
Mstep: Class 54 contains 33202 members 
Mstep: Class 55 contains 365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118204.000000 Penalty: 32504.566406
Iteration 110Q: 55 clusters Score -4.21182e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 19086 members 
Mstep: Class 4 contains 22145 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 37875 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 48901 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6513 members 
Mstep: Class 21 contains 22462 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 20139 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 46940 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 31600 members 
Mstep: Class 32 contains 26201 members 
Mstep: Class 33 contains 21217 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 34512 members 
Mstep: Class 36 contains 4555 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 2332 members 
Mstep: Class 41 contains 9837 members 
Mstep: Class 42 contains 2130 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 589 members 
Mstep: Class 46 contains 13333 members 
Mstep: Class 47 contains 1714 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 515 members 
Mstep: Class 50 contains 43870 members 
Mstep: Class 52 contains 29196 members 
Mstep: Class 53 contains 903 members 
Mstep: Class 54 contains 33392 members 
Mstep: Class 55 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117876.000000 Penalty: 32504.566406
Iteration 111Q: 55 clusters Score -4.211788e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 19026 members 
Mstep: Class 4 contains 22150 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 37794 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 49096 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 46492 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6522 members 
Mstep: Class 21 contains 22497 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 20175 members 
Mstep: Class 25 contains 675 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 725 members 
Mstep: Class 29 contains 46981 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 31990 members 
Mstep: Class 32 contains 26207 members 
Mstep: Class 33 contains 21441 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 34168 members 
Mstep: Class 36 contains 4545 members 
Mstep: Class 37 contains 743 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 2161 members 
Mstep: Class 41 contains 9460 members 
Mstep: Class 42 contains 2082 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 594 members 
Mstep: Class 46 contains 13309 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 43860 members 
Mstep: Class 52 contains 29206 members 
Mstep: Class 53 contains 903 members 
Mstep: Class 54 contains 33628 members 
Mstep: Class 55 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117696.000000 Penalty: 32504.566406
Iteration 112Q: 55 clusters Score -4.21177e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 18974 members 
Mstep: Class 4 contains 22137 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 37728 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 367 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 49339 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 560 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 46541 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 6535 members 
Mstep: Class 21 contains 22520 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 20207 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 46979 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 32381 members 
Mstep: Class 32 contains 26192 members 
Mstep: Class 33 contains 21705 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 33770 members 
Mstep: Class 36 contains 4538 members 
Mstep: Class 37 contains 743 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 2034 members 
Mstep: Class 41 contains 9105 members 
Mstep: Class 42 contains 2036 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 13288 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 43785 members 
Mstep: Class 52 contains 29234 members 
Mstep: Class 53 contains 903 members 
Mstep: Class 54 contains 33867 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 554.124207 but Gain 601.935547
Score: -42117620.000000 Penalty: 31902.630859
Iteration 113Q: 54 clusters Score -4.211762e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 22119 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 747 members 
Mstep: Class 7 contains 37662 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 49556 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 429 members 
Mstep: Class 18 contains 46578 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 22563 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 20225 members 
Mstep: Class 25 contains 676 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 47046 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 33182 members 
Mstep: Class 32 contains 26193 members 
Mstep: Class 33 contains 22001 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 33294 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 1946 members 
Mstep: Class 41 contains 8778 members 
Mstep: Class 42 contains 1998 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 604 members 
Mstep: Class 46 contains 13271 members 
Mstep: Class 47 contains 1708 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 43621 members 
Mstep: Class 52 contains 29259 members 
Mstep: Class 53 contains 904 members 
Mstep: Class 54 contains 34149 members 
Mstep: Class 55 contains 361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117796.000000 Penalty: 31902.630859
Iteration 114Q: 54 clusters Score -4.21178e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 22087 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 37573 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 49801 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 426 members 
Mstep: Class 18 contains 46624 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6555 members 
Mstep: Class 21 contains 22618 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 20238 members 
Mstep: Class 25 contains 677 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 47108 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 33516 members 
Mstep: Class 32 contains 26204 members 
Mstep: Class 33 contains 22369 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 32780 members 
Mstep: Class 36 contains 4532 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 289 members 
Mstep: Class 40 contains 1859 members 
Mstep: Class 41 contains 8214 members 
Mstep: Class 42 contains 1967 members 
Mstep: Class 43 contains 311 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 606 members 
Mstep: Class 46 contains 13255 members 
Mstep: Class 47 contains 1710 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 43420 members 
Mstep: Class 52 contains 29413 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 34415 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117688.000000 Penalty: 31902.630859
Iteration 115Q: 54 clusters Score -4.211769e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 18892 members 
Mstep: Class 4 contains 22071 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 37436 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50065 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 423 members 
Mstep: Class 18 contains 46682 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6561 members 
Mstep: Class 21 contains 22664 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 20264 members 
Mstep: Class 25 contains 679 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 47125 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 33798 members 
Mstep: Class 32 contains 26199 members 
Mstep: Class 33 contains 22785 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 32190 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1763 members 
Mstep: Class 41 contains 7705 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 606 members 
Mstep: Class 46 contains 13231 members 
Mstep: Class 47 contains 1707 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 43237 members 
Mstep: Class 52 contains 29560 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 34755 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117392.000000 Penalty: 31902.630859
Iteration 116Q: 54 clusters Score -4.211739e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 22069 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 37284 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50307 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 46730 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22706 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2124 members 
Mstep: Class 24 contains 20318 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 47123 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 33986 members 
Mstep: Class 32 contains 26190 members 
Mstep: Class 33 contains 23200 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 31556 members 
Mstep: Class 36 contains 4530 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1686 members 
Mstep: Class 41 contains 7296 members 
Mstep: Class 42 contains 1910 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 605 members 
Mstep: Class 46 contains 13222 members 
Mstep: Class 47 contains 1703 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 43089 members 
Mstep: Class 52 contains 29708 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35120 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117012.000000 Penalty: 31902.630859
Iteration 117Q: 54 clusters Score -4.211701e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18855 members 
Mstep: Class 4 contains 22106 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 37108 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50567 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 413 members 
Mstep: Class 18 contains 46777 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22734 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2122 members 
Mstep: Class 24 contains 20352 members 
Mstep: Class 25 contains 682 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 715 members 
Mstep: Class 29 contains 47073 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 34130 members 
Mstep: Class 32 contains 26166 members 
Mstep: Class 33 contains 23639 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30914 members 
Mstep: Class 36 contains 4528 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1615 members 
Mstep: Class 41 contains 6908 members 
Mstep: Class 42 contains 1879 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 608 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1701 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42974 members 
Mstep: Class 52 contains 29859 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35507 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116648.000000 Penalty: 31902.630859
Iteration 118Q: 54 clusters Score -4.211665e+07 nChanged 3421
Entering ConstructFrom: 
Score: -42116648.000000 Penalty: 31902.630859
Entering ConstructFrom: 
Trying to split cluster 1 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -49601.500000 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -49601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48939.863281 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -48939.86 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49138.726562 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -49138.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49206.371094 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -49206.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49254.296875 Penalty: 601.328064
	Iteration 3F: 3 clusters Score -49254.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49292.144531 Penalty: 601.328064
	Iteration 4F: 3 clusters Score -49292.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49310.222656 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -49310.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49316.679688 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -49316.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49320.621094 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -49320.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -49324.089844 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -49324.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49336.105469 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -49336.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49345.222656 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -49345.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -49354.882812 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -49354.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49361.527344 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -49361.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49365.960938 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -49365.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49368.527344 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -49368.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49369.363281 Penalty: 601.328064
	Iteration 15Q: 3 clusters Score -49369.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -49371.070312 Penalty: 601.328064
	Iteration 16Q: 3 clusters Score -49371.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -49373.371094 Penalty: 601.328064
	Iteration 17Q: 3 clusters Score -49373.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49375.996094 Penalty: 601.328064
	Iteration 18Q: 3 clusters Score -49376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49377.464844 Penalty: 601.328064
	Iteration 19Q: 3 clusters Score -49377.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -49378.722656 Penalty: 601.328064
	Iteration 20F: 3 clusters Score -49378.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -49379.636719 Penalty: 601.328064
	Iteration 21Q: 3 clusters Score -49379.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -49382.066406 Penalty: 601.328064
	Iteration 22Q: 3 clusters Score -49382.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -49385.507812 Penalty: 601.328064
	Iteration 23Q: 3 clusters Score -49385.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -49387.851562 Penalty: 601.328064
	Iteration 24Q: 3 clusters Score -49387.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49389.355469 Penalty: 601.328064
	Iteration 25Q: 3 clusters Score -49389.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -49390.343750 Penalty: 601.328064
	Iteration 26Q: 3 clusters Score -49390.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -49391.269531 Penalty: 601.328064
	Iteration 27Q: 3 clusters Score -49391.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49393.031250 Penalty: 601.328064
	Iteration 28Q: 3 clusters Score -49393.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -49394.128906 Penalty: 601.328064
	Iteration 29Q: 3 clusters Score -49394.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -49395.597656 Penalty: 601.328064
	Iteration 30Q: 3 clusters Score -49395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -49397.968750 Penalty: 601.328064
	Iteration 31Q: 3 clusters Score -49397.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49399.890625 Penalty: 601.328064
	Iteration 32Q: 3 clusters Score -49399.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -49401.593750 Penalty: 601.328064
	Iteration 33Q: 3 clusters Score -49401.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -49405.843750 Penalty: 601.328064
	Iteration 34Q: 3 clusters Score -49405.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49408.609375 Penalty: 601.328064
	Iteration 35Q: 3 clusters Score -49408.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -49416.394531 Penalty: 601.328064
	Iteration 36Q: 3 clusters Score -49416.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -49422.078125 Penalty: 601.328064
	Iteration 37Q: 3 clusters Score -49422.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -49426.753906 Penalty: 601.328064
	Iteration 38Q: 3 clusters Score -49426.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49429.292969 Penalty: 601.328064
	Iteration 39Q: 3 clusters Score -49429.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49430.531250 Penalty: 601.328064
	Iteration 40F: 3 clusters Score -49430.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49431.937500 Penalty: 601.328064
	Iteration 41Q: 3 clusters Score -49431.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49437.019531 Penalty: 601.328064
	Iteration 42Q: 3 clusters Score -49437.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49442.976562 Penalty: 601.328064
	Iteration 43Q: 3 clusters Score -49442.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49443.718750 Penalty: 601.328064
	Iteration 44Q: 3 clusters Score -49443.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49443.917969 Penalty: 601.328064
	Iteration 45Q: 3 clusters Score -49443.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49443.917969 Penalty: 601.328064
	Iteration 46F: 3 clusters Score -49443.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -410717.562500 Penalty: 392.346191
	Iteration 0F: 2 clusters Score -410717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -406978.906250 Penalty: 784.692383
	Iteration 0F: 3 clusters Score -406978.9 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -408663.468750 Penalty: 784.692383
	Iteration 1F: 3 clusters Score -408663.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -409105.968750 Penalty: 784.692383
	Iteration 2F: 3 clusters Score -409106 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -409471.125000 Penalty: 784.692383
	Iteration 3F: 3 clusters Score -409471.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -409782.187500 Penalty: 784.692383
	Iteration 4F: 3 clusters Score -409782.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -409996.718750 Penalty: 784.692383
	Iteration 5F: 3 clusters Score -409996.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -410111.750000 Penalty: 784.692383
	Iteration 6Q: 3 clusters Score -410111.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -410167.906250 Penalty: 784.692383
	Iteration 7Q: 3 clusters Score -410167.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -410220.437500 Penalty: 784.692383
	Iteration 8Q: 3 clusters Score -410220.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -410264.875000 Penalty: 784.692383
	Iteration 9Q: 3 clusters Score -410264.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -410305.906250 Penalty: 784.692383
	Iteration 10Q: 3 clusters Score -410305.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -410344.375000 Penalty: 784.692383
	Iteration 11Q: 3 clusters Score -410344.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -410381.906250 Penalty: 784.692383
	Iteration 12Q: 3 clusters Score -410381.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -410424.187500 Penalty: 784.692383
	Iteration 13Q: 3 clusters Score -410424.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -410454.156250 Penalty: 784.692383
	Iteration 14Q: 3 clusters Score -410454.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -410475.468750 Penalty: 784.692383
	Iteration 15Q: 3 clusters Score -410475.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -410492.156250 Penalty: 784.692383
	Iteration 16Q: 3 clusters Score -410492.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -410503.218750 Penalty: 784.692383
	Iteration 17Q: 3 clusters Score -410503.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -410517.031250 Penalty: 784.692383
	Iteration 18Q: 3 clusters Score -410517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -410524.093750 Penalty: 784.692383
	Iteration 19Q: 3 clusters Score -410524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -410529.406250 Penalty: 784.692383
	Iteration 20F: 3 clusters Score -410529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -410536.312500 Penalty: 784.692383
	Iteration 21Q: 3 clusters Score -410536.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -410549.093750 Penalty: 784.692383
	Iteration 22Q: 3 clusters Score -410549.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -410560.750000 Penalty: 784.692383
	Iteration 23Q: 3 clusters Score -410560.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -410566.875000 Penalty: 784.692383
	Iteration 24Q: 3 clusters Score -410566.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -410569.500000 Penalty: 784.692383
	Iteration 25Q: 3 clusters Score -410569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -410572.312500 Penalty: 784.692383
	Iteration 26Q: 3 clusters Score -410572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -410578.406250 Penalty: 784.692383
	Iteration 27Q: 3 clusters Score -410578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -410581.937500 Penalty: 784.692383
	Iteration 28Q: 3 clusters Score -410581.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -410585.968750 Penalty: 784.692383
	Iteration 29Q: 3 clusters Score -410586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -410589.250000 Penalty: 784.692383
	Iteration 30Q: 3 clusters Score -410589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -410594.906250 Penalty: 784.692383
	Iteration 31Q: 3 clusters Score -410594.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -410600.312500 Penalty: 784.692383
	Iteration 32Q: 3 clusters Score -410600.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -410603.968750 Penalty: 784.692383
	Iteration 33Q: 3 clusters Score -410604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -410607.531250 Penalty: 784.692383
	Iteration 34Q: 3 clusters Score -410607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -410611.781250 Penalty: 784.692383
	Iteration 35Q: 3 clusters Score -410611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -410617.281250 Penalty: 784.692383
	Iteration 36Q: 3 clusters Score -410617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -410623.250000 Penalty: 784.692383
	Iteration 37Q: 3 clusters Score -410623.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -410626.093750 Penalty: 784.692383
	Iteration 38Q: 3 clusters Score -410626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -410630.343750 Penalty: 784.692383
	Iteration 39Q: 3 clusters Score -410630.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -410647.875000 Penalty: 784.692383
	Iteration 40F: 3 clusters Score -410647.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -410661.031250 Penalty: 784.692383
	Iteration 41Q: 3 clusters Score -410661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -410681.812500 Penalty: 784.692383
	Iteration 42Q: 3 clusters Score -410681.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -410714.406250 Penalty: 784.692383
	Iteration 43Q: 3 clusters Score -410714.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -410769.750000 Penalty: 784.692383
	Iteration 44Q: 3 clusters Score -410769.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -410799.750000 Penalty: 784.692383
	Iteration 45Q: 3 clusters Score -410799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -410816.031250 Penalty: 784.692383
	Iteration 46Q: 3 clusters Score -410816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -410822.562500 Penalty: 784.692383
	Iteration 47Q: 3 clusters Score -410822.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -410824.156250 Penalty: 784.692383
	Iteration 48Q: 3 clusters Score -410824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -410826.156250 Penalty: 784.692383
	Iteration 49Q: 3 clusters Score -410826.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -410827.093750 Penalty: 784.692383
	Iteration 50Q: 3 clusters Score -410827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -410827.406250 Penalty: 784.692383
	Iteration 51Q: 3 clusters Score -410827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -410827.218750 Penalty: 784.692383
	Iteration 52Q: 3 clusters Score -410827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -410827.218750 Penalty: 784.692383
	Iteration 53F: 3 clusters Score -410827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 449 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42115836.000000 Penalty: 32504.566406
Splitting cluster 2 changes total score from -42116648.000000 to -42115836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (18829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Entering Unmasked Estep 
Score: -1488051.500000 Penalty: 447.863495
	Iteration 0F: 2 clusters Score -1488052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1475511.125000 Penalty: 895.726990
	Iteration 0F: 3 clusters Score -1475511 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1480462.500000 Penalty: 895.726990
	Iteration 1F: 3 clusters Score -1480462 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1480662.875000 Penalty: 895.726990
	Iteration 2Q: 3 clusters Score -1480663 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1480914.625000 Penalty: 895.726990
	Iteration 3Q: 3 clusters Score -1480915 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1481285.875000 Penalty: 895.726990
	Iteration 4Q: 3 clusters Score -1481286 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1481808.750000 Penalty: 895.726990
	Iteration 5F: 3 clusters Score -1481809 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1482571.125000 Penalty: 895.726990
	Iteration 6F: 3 clusters Score -1482571 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1483457.000000 Penalty: 895.726990
	Iteration 7F: 3 clusters Score -1483457 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1484025.000000 Penalty: 895.726990
	Iteration 8F: 3 clusters Score -1484025 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1484259.125000 Penalty: 895.726990
	Iteration 9Q: 3 clusters Score -1484259 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1484333.625000 Penalty: 895.726990
	Iteration 10Q: 3 clusters Score -1484334 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1484363.125000 Penalty: 895.726990
	Iteration 11Q: 3 clusters Score -1484363 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1484394.250000 Penalty: 895.726990
	Iteration 12Q: 3 clusters Score -1484394 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1484417.750000 Penalty: 895.726990
	Iteration 13Q: 3 clusters Score -1484418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1484445.625000 Penalty: 895.726990
	Iteration 14Q: 3 clusters Score -1484446 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1484476.250000 Penalty: 895.726990
	Iteration 15Q: 3 clusters Score -1484476 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1484516.625000 Penalty: 895.726990
	Iteration 16Q: 3 clusters Score -1484517 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1484551.250000 Penalty: 895.726990
	Iteration 17Q: 3 clusters Score -1484551 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1484593.375000 Penalty: 895.726990
	Iteration 18Q: 3 clusters Score -1484593 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1484646.500000 Penalty: 895.726990
	Iteration 19Q: 3 clusters Score -1484646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1484718.375000 Penalty: 895.726990
	Iteration 20F: 3 clusters Score -1484718 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1484791.500000 Penalty: 895.726990
	Iteration 21Q: 3 clusters Score -1484792 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1484865.750000 Penalty: 895.726990
	Iteration 22Q: 3 clusters Score -1484866 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1484926.750000 Penalty: 895.726990
	Iteration 23Q: 3 clusters Score -1484927 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1485006.875000 Penalty: 895.726990
	Iteration 24Q: 3 clusters Score -1485007 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1485092.125000 Penalty: 895.726990
	Iteration 25Q: 3 clusters Score -1485092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1485198.000000 Penalty: 895.726990
	Iteration 26Q: 3 clusters Score -1485198 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1485317.875000 Penalty: 895.726990
	Iteration 27Q: 3 clusters Score -1485318 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1485461.000000 Penalty: 895.726990
	Iteration 28Q: 3 clusters Score -1485461 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1485618.500000 Penalty: 895.726990
	Iteration 29Q: 3 clusters Score -1485618 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1485791.500000 Penalty: 895.726990
	Iteration 30Q: 3 clusters Score -1485792 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1485969.500000 Penalty: 895.726990
	Iteration 31Q: 3 clusters Score -1485970 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1486171.500000 Penalty: 895.726990
	Iteration 32Q: 3 clusters Score -1486172 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1486366.125000 Penalty: 895.726990
	Iteration 33Q: 3 clusters Score -1486366 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1486561.750000 Penalty: 895.726990
	Iteration 34Q: 3 clusters Score -1486562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1486772.250000 Penalty: 895.726990
	Iteration 35Q: 3 clusters Score -1486772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1486985.250000 Penalty: 895.726990
	Iteration 36Q: 3 clusters Score -1486985 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1487156.125000 Penalty: 895.726990
	Iteration 37Q: 3 clusters Score -1487156 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1487293.875000 Penalty: 895.726990
	Iteration 38Q: 3 clusters Score -1487294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1487405.750000 Penalty: 895.726990
	Iteration 39Q: 3 clusters Score -1487406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1487496.750000 Penalty: 895.726990
	Iteration 40F: 3 clusters Score -1487497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1487543.125000 Penalty: 895.726990
	Iteration 41Q: 3 clusters Score -1487543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -1487578.875000 Penalty: 895.726990
	Iteration 42Q: 3 clusters Score -1487579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1487597.250000 Penalty: 895.726990
	Iteration 43Q: 3 clusters Score -1487597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1487607.375000 Penalty: 895.726990
	Iteration 44Q: 3 clusters Score -1487607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -1487618.875000 Penalty: 895.726990
	Iteration 45Q: 3 clusters Score -1487619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1487626.500000 Penalty: 895.726990
	Iteration 46Q: 3 clusters Score -1487626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1487638.000000 Penalty: 895.726990
	Iteration 47Q: 3 clusters Score -1487638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -1487644.500000 Penalty: 895.726990
	Iteration 48Q: 3 clusters Score -1487644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1487646.375000 Penalty: 895.726990
	Iteration 49Q: 3 clusters Score -1487646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1487651.000000 Penalty: 895.726990
	Iteration 50Q: 3 clusters Score -1487651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1487653.750000 Penalty: 895.726990
	Iteration 51Q: 3 clusters Score -1487654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1487653.750000 Penalty: 895.726990
	Iteration 52F: 3 clusters Score -1487654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Entering Unmasked Estep 
Score: -1781605.500000 Penalty: 455.285248
	Iteration 0F: 2 clusters Score -1781606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1767078.625000 Penalty: 910.570496
	Iteration 0F: 3 clusters Score -1767079 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1773171.250000 Penalty: 910.570496
	Iteration 1F: 3 clusters Score -1773171 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1773428.250000 Penalty: 910.570496
	Iteration 2Q: 3 clusters Score -1773428 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1773844.750000 Penalty: 910.570496
	Iteration 3Q: 3 clusters Score -1773845 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1774639.125000 Penalty: 910.570496
	Iteration 4F: 3 clusters Score -1774639 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1776026.250000 Penalty: 910.570496
	Iteration 5F: 3 clusters Score -1776026 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1777957.750000 Penalty: 910.570496
	Iteration 6F: 3 clusters Score -1777958 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1779703.375000 Penalty: 910.570496
	Iteration 7F: 3 clusters Score -1779703 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1780686.250000 Penalty: 910.570496
	Iteration 8F: 3 clusters Score -1780686 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -1781050.625000 Penalty: 910.570496
	Iteration 9Q: 3 clusters Score -1781051 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -1781141.000000 Penalty: 910.570496
	Iteration 10Q: 3 clusters Score -1781141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1781170.625000 Penalty: 910.570496
	Iteration 11Q: 3 clusters Score -1781171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -1781187.875000 Penalty: 910.570496
	Iteration 12Q: 3 clusters Score -1781188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1781195.375000 Penalty: 910.570496
	Iteration 13Q: 3 clusters Score -1781195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1781198.625000 Penalty: 910.570496
	Iteration 14Q: 3 clusters Score -1781199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -1781204.625000 Penalty: 910.570496
	Iteration 15Q: 3 clusters Score -1781205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1781209.625000 Penalty: 910.570496
	Iteration 16Q: 3 clusters Score -1781210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1781209.625000 Penalty: 910.570496
	Iteration 17F: 3 clusters Score -1781210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -9349.926758 Penalty: 239.687546
	Iteration 0F: 2 clusters Score -9349.927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9166.162109 Penalty: 479.375092
	Iteration 0F: 3 clusters Score -9166.162 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9360.900391 Penalty: 479.375092
	Iteration 1F: 3 clusters Score -9360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9395.215820 Penalty: 479.375092
	Iteration 2Q: 3 clusters Score -9395.216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9432.374023 Penalty: 479.375092
	Iteration 3Q: 3 clusters Score -9432.374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9452.864258 Penalty: 479.375092
	Iteration 4Q: 3 clusters Score -9452.864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9462.526367 Penalty: 479.375092
	Iteration 5Q: 3 clusters Score -9462.526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9476.126953 Penalty: 479.375092
	Iteration 6Q: 3 clusters Score -9476.127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9488.375000 Penalty: 479.375092
	Iteration 7Q: 3 clusters Score -9488.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9489.942383 Penalty: 479.375092
	Iteration 8Q: 3 clusters Score -9489.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9489.942383 Penalty: 479.375092
	Iteration 9F: 3 clusters Score -9489.942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 63 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 131 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42115676.000000 Penalty: 32504.566406
Splitting cluster 5 changes total score from -42116648.000000 to -42115676.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -46951.460938 Penalty: 301.091827
	Iteration 0F: 2 clusters Score -46951.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -46343.574219 Penalty: 602.183655
	Iteration 0F: 3 clusters Score -46343.57 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -46527.585938 Penalty: 602.183655
	Iteration 1F: 3 clusters Score -46527.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -46592.304688 Penalty: 602.183655
	Iteration 2F: 3 clusters Score -46592.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46660.726562 Penalty: 602.183655
	Iteration 3F: 3 clusters Score -46660.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46744.328125 Penalty: 602.183655
	Iteration 4F: 3 clusters Score -46744.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46815.773438 Penalty: 602.183655
	Iteration 5F: 3 clusters Score -46815.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46868.070312 Penalty: 602.183655
	Iteration 6F: 3 clusters Score -46868.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -46890.355469 Penalty: 602.183655
	Iteration 7Q: 3 clusters Score -46890.36 nChanged 26
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: -46912.738281 Penalty: 602.183655
	Iteration 8Q: 3 clusters Score -46912.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -46922.125000 Penalty: 602.183655
	Iteration 9Q: 3 clusters Score -46922.12 nChanged 8
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: -46926.234375 Penalty: 602.183655
	Iteration 10Q: 3 clusters Score -46926.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -46931.769531 Penalty: 602.183655
	Iteration 11Q: 3 clusters Score -46931.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -46941.835938 Penalty: 602.183655
	Iteration 12Q: 3 clusters Score -46941.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -46952.906250 Penalty: 602.183655
	Iteration 13Q: 3 clusters Score -46952.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -46961.945312 Penalty: 602.183655
	Iteration 14Q: 3 clusters Score -46961.95 nChanged 9
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: -46968.960938 Penalty: 602.183655
	Iteration 15Q: 3 clusters Score -46968.96 nChanged 5
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: -46971.343750 Penalty: 602.183655
	Iteration 16Q: 3 clusters Score -46971.34 nChanged 2
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: -46971.761719 Penalty: 602.183655
	Iteration 17Q: 3 clusters Score -46971.76 nChanged 1
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: -46971.894531 Penalty: 602.183655
	Iteration 18Q: 3 clusters Score -46971.89 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: -46972.160156 Penalty: 602.183655
	Iteration 19Q: 3 clusters Score -46972.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46973.128906 Penalty: 602.183655
	Iteration 20F: 3 clusters Score -46973.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -46974.988281 Penalty: 602.183655
	Iteration 21Q: 3 clusters Score -46974.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46975.519531 Penalty: 602.183655
	Iteration 22Q: 3 clusters Score -46975.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46975.519531 Penalty: 602.183655
	Iteration 23F: 3 clusters Score -46975.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42115576.000000 Penalty: 32504.566406
Splitting cluster 6 changes total score from -42116648.000000 to -42115576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (36948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Entering Unmasked Estep 
Score: -2950988.000000 Penalty: 478.535645
	Iteration 0F: 2 clusters Score -2950988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2928224.000000 Penalty: 957.071289
	Iteration 0F: 3 clusters Score -2928224 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2939183.750000 Penalty: 957.071289
	Iteration 1F: 3 clusters Score -2939184 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2939922.750000 Penalty: 957.071289
	Iteration 2F: 3 clusters Score -2939923 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2941040.000000 Penalty: 957.071289
	Iteration 3F: 3 clusters Score -2941040 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2942440.250000 Penalty: 957.071289
	Iteration 4F: 3 clusters Score -2942440 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -2943906.500000 Penalty: 957.071289
	Iteration 5F: 3 clusters Score -2943906 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -2945288.250000 Penalty: 957.071289
	Iteration 6F: 3 clusters Score -2945288 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -2946420.000000 Penalty: 957.071289
	Iteration 7F: 3 clusters Score -2946420 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -2947270.250000 Penalty: 957.071289
	Iteration 8Q: 3 clusters Score -2947270 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -2947786.000000 Penalty: 957.071289
	Iteration 9Q: 3 clusters Score -2947786 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -2948039.000000 Penalty: 957.071289
	Iteration 10Q: 3 clusters Score -2948039 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -2948230.250000 Penalty: 957.071289
	Iteration 11Q: 3 clusters Score -2948230 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2948449.500000 Penalty: 957.071289
	Iteration 12Q: 3 clusters Score -2948450 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -2948773.500000 Penalty: 957.071289
	Iteration 13Q: 3 clusters Score -2948774 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -2949123.750000 Penalty: 957.071289
	Iteration 14Q: 3 clusters Score -2949124 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -2949445.250000 Penalty: 957.071289
	Iteration 15Q: 3 clusters Score -2949445 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -2949678.750000 Penalty: 957.071289
	Iteration 16Q: 3 clusters Score -2949679 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -2949881.750000 Penalty: 957.071289
	Iteration 17Q: 3 clusters Score -2949882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -2950037.000000 Penalty: 957.071289
	Iteration 18Q: 3 clusters Score -2950037 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -2950162.500000 Penalty: 957.071289
	Iteration 19Q: 3 clusters Score -2950162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -2950262.500000 Penalty: 957.071289
	Iteration 20F: 3 clusters Score -2950262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -2950350.000000 Penalty: 957.071289
	Iteration 21Q: 3 clusters Score -2950350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -2950403.750000 Penalty: 957.071289
	Iteration 22Q: 3 clusters Score -2950404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -2950455.750000 Penalty: 957.071289
	Iteration 23Q: 3 clusters Score -2950456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -2950478.250000 Penalty: 957.071289
	Iteration 24Q: 3 clusters Score -2950478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -2950511.500000 Penalty: 957.071289
	Iteration 25Q: 3 clusters Score -2950512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -2950536.250000 Penalty: 957.071289
	Iteration 26Q: 3 clusters Score -2950536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -2950542.250000 Penalty: 957.071289
	Iteration 27Q: 3 clusters Score -2950542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -2950551.750000 Penalty: 957.071289
	Iteration 28Q: 3 clusters Score -2950552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -2950555.750000 Penalty: 957.071289
	Iteration 29Q: 3 clusters Score -2950556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -2950559.500000 Penalty: 957.071289
	Iteration 30Q: 3 clusters Score -2950560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -2950566.250000 Penalty: 957.071289
	Iteration 31Q: 3 clusters Score -2950566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -2950565.250000 Penalty: 957.071289
	Iteration 32Q: 3 clusters Score -2950565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -2950571.500000 Penalty: 957.071289
	Iteration 33Q: 3 clusters Score -2950572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -2950572.250000 Penalty: 957.071289
	Iteration 34Q: 3 clusters Score -2950572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -2950576.750000 Penalty: 957.071289
	Iteration 35Q: 3 clusters Score -2950577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2950573.750000 Penalty: 957.071289
	Iteration 36Q: 3 clusters Score -2950574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -2950574.750000 Penalty: 957.071289
	Iteration 37Q: 3 clusters Score -2950575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -2950577.500000 Penalty: 957.071289
	Iteration 38F: 3 clusters Score -2950578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2950576.750000 Penalty: 957.071289
	Iteration 39Q: 3 clusters Score -2950577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -2950576.750000 Penalty: 957.071289
	Iteration 40F: 3 clusters Score -2950577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Entering Unmasked Estep 
Score: -284968.218750 Penalty: 377.707947
	Iteration 0F: 2 clusters Score -284968.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -282188.843750 Penalty: 755.415894
	Iteration 0F: 3 clusters Score -282188.8 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -283136.937500 Penalty: 755.415894
	Iteration 1F: 3 clusters Score -283136.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -283275.437500 Penalty: 755.415894
	Iteration 2F: 3 clusters Score -283275.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -283411.156250 Penalty: 755.415894
	Iteration 3F: 3 clusters Score -283411.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -283547.843750 Penalty: 755.415894
	Iteration 4F: 3 clusters Score -283547.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -283674.406250 Penalty: 755.415894
	Iteration 5F: 3 clusters Score -283674.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -283826.281250 Penalty: 755.415894
	Iteration 6F: 3 clusters Score -283826.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -283960.312500 Penalty: 755.415894
	Iteration 7F: 3 clusters Score -283960.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -284038.937500 Penalty: 755.415894
	Iteration 8Q: 3 clusters Score -284038.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -284084.031250 Penalty: 755.415894
	Iteration 9Q: 3 clusters Score -284084 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -284116.125000 Penalty: 755.415894
	Iteration 10Q: 3 clusters Score -284116.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -284155.218750 Penalty: 755.415894
	Iteration 11Q: 3 clusters Score -284155.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -284192.625000 Penalty: 755.415894
	Iteration 12Q: 3 clusters Score -284192.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -284239.718750 Penalty: 755.415894
	Iteration 13Q: 3 clusters Score -284239.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -284278.781250 Penalty: 755.415894
	Iteration 14Q: 3 clusters Score -284278.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -284306.968750 Penalty: 755.415894
	Iteration 15Q: 3 clusters Score -284307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -284330.875000 Penalty: 755.415894
	Iteration 16Q: 3 clusters Score -284330.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -284346.031250 Penalty: 755.415894
	Iteration 17Q: 3 clusters Score -284346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -284359.906250 Penalty: 755.415894
	Iteration 18Q: 3 clusters Score -284359.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -284374.781250 Penalty: 755.415894
	Iteration 19Q: 3 clusters Score -284374.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -284384.375000 Penalty: 755.415894
	Iteration 20F: 3 clusters Score -284384.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -284395.093750 Penalty: 755.415894
	Iteration 21Q: 3 clusters Score -284395.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -284410.625000 Penalty: 755.415894
	Iteration 22Q: 3 clusters Score -284410.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -284430.781250 Penalty: 755.415894
	Iteration 23Q: 3 clusters Score -284430.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -284443.437500 Penalty: 755.415894
	Iteration 24Q: 3 clusters Score -284443.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -284454.562500 Penalty: 755.415894
	Iteration 25Q: 3 clusters Score -284454.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -284460.968750 Penalty: 755.415894
	Iteration 26Q: 3 clusters Score -284461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -284469.656250 Penalty: 755.415894
	Iteration 27Q: 3 clusters Score -284469.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -284481.281250 Penalty: 755.415894
	Iteration 28Q: 3 clusters Score -284481.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -284497.656250 Penalty: 755.415894
	Iteration 29Q: 3 clusters Score -284497.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -284512.187500 Penalty: 755.415894
	Iteration 30Q: 3 clusters Score -284512.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -284524.312500 Penalty: 755.415894
	Iteration 31Q: 3 clusters Score -284524.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -284539.968750 Penalty: 755.415894
	Iteration 32Q: 3 clusters Score -284540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -284559.750000 Penalty: 755.415894
	Iteration 33Q: 3 clusters Score -284559.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -284578.906250 Penalty: 755.415894
	Iteration 34Q: 3 clusters Score -284578.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -284600.156250 Penalty: 755.415894
	Iteration 35Q: 3 clusters Score -284600.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -284615.500000 Penalty: 755.415894
	Iteration 36Q: 3 clusters Score -284615.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -284631.718750 Penalty: 755.415894
	Iteration 37Q: 3 clusters Score -284631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -284639.343750 Penalty: 755.415894
	Iteration 38Q: 3 clusters Score -284639.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -284644.031250 Penalty: 755.415894
	Iteration 39Q: 3 clusters Score -284644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -284648.062500 Penalty: 755.415894
	Iteration 40F: 3 clusters Score -284648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -284653.750000 Penalty: 755.415894
	Iteration 41Q: 3 clusters Score -284653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -284657.562500 Penalty: 755.415894
	Iteration 42Q: 3 clusters Score -284657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -284661.500000 Penalty: 755.415894
	Iteration 43Q: 3 clusters Score -284661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -284663.562500 Penalty: 755.415894
	Iteration 44Q: 3 clusters Score -284663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -284665.343750 Penalty: 755.415894
	Iteration 45Q: 3 clusters Score -284665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -284666.000000 Penalty: 755.415894
	Iteration 46Q: 3 clusters Score -284666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -284667.031250 Penalty: 755.415894
	Iteration 47Q: 3 clusters Score -284667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -284667.968750 Penalty: 755.415894
	Iteration 48Q: 3 clusters Score -284668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -284667.812500 Penalty: 755.415894
	Iteration 49Q: 3 clusters Score -284667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -284667.562500 Penalty: 755.415894
	Iteration 50Q: 3 clusters Score -284667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -284668.625000 Penalty: 755.415894
	Iteration 51Q: 3 clusters Score -284668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -284669.312500 Penalty: 755.415894
	Iteration 52Q: 3 clusters Score -284669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -284672.375000 Penalty: 755.415894
	Iteration 53Q: 3 clusters Score -284672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -284672.875000 Penalty: 755.415894
	Iteration 54Q: 3 clusters Score -284672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -284673.093750 Penalty: 755.415894
	Iteration 55Q: 3 clusters Score -284673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -284673.875000 Penalty: 755.415894
	Iteration 56Q: 3 clusters Score -284673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -284675.062500 Penalty: 755.415894
	Iteration 57Q: 3 clusters Score -284675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -284675.875000 Penalty: 755.415894
	Iteration 58Q: 3 clusters Score -284675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -284679.906250 Penalty: 755.415894
	Iteration 59Q: 3 clusters Score -284679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -284683.781250 Penalty: 755.415894
	Iteration 60F: 3 clusters Score -284683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -284684.781250 Penalty: 755.415894
	Iteration 61Q: 3 clusters Score -284684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -284685.406250 Penalty: 755.415894
	Iteration 62Q: 3 clusters Score -284685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -284685.468750 Penalty: 755.415894
	Iteration 63Q: 3 clusters Score -284685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -284685.468750 Penalty: 755.415894
	Iteration 64F: 3 clusters Score -284685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Entering Unmasked Estep 
Score: -133852.671875 Penalty: 342.465668
	Iteration 0F: 2 clusters Score -133852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -132523.250000 Penalty: 684.931335
	Iteration 0F: 3 clusters Score -132523.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -132997.109375 Penalty: 684.931335
	Iteration 1F: 3 clusters Score -132997.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -133114.765625 Penalty: 684.931335
	Iteration 2F: 3 clusters Score -133114.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -133225.781250 Penalty: 684.931335
	Iteration 3F: 3 clusters Score -133225.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -133341.828125 Penalty: 684.931335
	Iteration 4F: 3 clusters Score -133341.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -133442.078125 Penalty: 684.931335
	Iteration 5F: 3 clusters Score -133442.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -133485.859375 Penalty: 684.931335
	Iteration 6Q: 3 clusters Score -133485.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -133507.187500 Penalty: 684.931335
	Iteration 7Q: 3 clusters Score -133507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -133525.078125 Penalty: 684.931335
	Iteration 8Q: 3 clusters Score -133525.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -133536.796875 Penalty: 684.931335
	Iteration 9Q: 3 clusters Score -133536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -133544.250000 Penalty: 684.931335
	Iteration 10Q: 3 clusters Score -133544.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -133550.796875 Penalty: 684.931335
	Iteration 11Q: 3 clusters Score -133550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -133557.234375 Penalty: 684.931335
	Iteration 12Q: 3 clusters Score -133557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -133559.656250 Penalty: 684.931335
	Iteration 13Q: 3 clusters Score -133559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -133561.156250 Penalty: 684.931335
	Iteration 14Q: 3 clusters Score -133561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -133563.546875 Penalty: 684.931335
	Iteration 15Q: 3 clusters Score -133563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -133565.781250 Penalty: 684.931335
	Iteration 16Q: 3 clusters Score -133565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -133568.453125 Penalty: 684.931335
	Iteration 17Q: 3 clusters Score -133568.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -133570.125000 Penalty: 684.931335
	Iteration 18Q: 3 clusters Score -133570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -133572.906250 Penalty: 684.931335
	Iteration 19Q: 3 clusters Score -133572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -133577.062500 Penalty: 684.931335
	Iteration 20F: 3 clusters Score -133577.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -133581.312500 Penalty: 684.931335
	Iteration 21Q: 3 clusters Score -133581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -133582.203125 Penalty: 684.931335
	Iteration 22Q: 3 clusters Score -133582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -133583.625000 Penalty: 684.931335
	Iteration 23Q: 3 clusters Score -133583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -133584.750000 Penalty: 684.931335
	Iteration 24Q: 3 clusters Score -133584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -133586.265625 Penalty: 684.931335
	Iteration 25Q: 3 clusters Score -133586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -133589.515625 Penalty: 684.931335
	Iteration 26Q: 3 clusters Score -133589.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133591.000000 Penalty: 684.931335
	Iteration 27Q: 3 clusters Score -133591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -133591.218750 Penalty: 684.931335
	Iteration 28Q: 3 clusters Score -133591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133591.546875 Penalty: 684.931335
	Iteration 29Q: 3 clusters Score -133591.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -133593.234375 Penalty: 684.931335
	Iteration 30Q: 3 clusters Score -133593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -133594.453125 Penalty: 684.931335
	Iteration 31Q: 3 clusters Score -133594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133594.515625 Penalty: 684.931335
	Iteration 32Q: 3 clusters Score -133594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -133594.515625 Penalty: 684.931335
	Iteration 33F: 3 clusters Score -133594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -246128.796875 Penalty: 369.540863
	Iteration 0F: 2 clusters Score -246128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -243864.703125 Penalty: 739.081726
	Iteration 0F: 3 clusters Score -243864.7 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -244757.718750 Penalty: 739.081726
	Iteration 1F: 3 clusters Score -244757.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -244887.218750 Penalty: 739.081726
	Iteration 2F: 3 clusters Score -244887.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -245001.093750 Penalty: 739.081726
	Iteration 3F: 3 clusters Score -245001.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -245108.093750 Penalty: 739.081726
	Iteration 4Q: 3 clusters Score -245108.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -245203.859375 Penalty: 739.081726
	Iteration 5Q: 3 clusters Score -245203.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -245290.984375 Penalty: 739.081726
	Iteration 6Q: 3 clusters Score -245291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -245335.265625 Penalty: 739.081726
	Iteration 7Q: 3 clusters Score -245335.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -245363.031250 Penalty: 739.081726
	Iteration 8Q: 3 clusters Score -245363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -245380.921875 Penalty: 739.081726
	Iteration 9Q: 3 clusters Score -245380.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -245392.937500 Penalty: 739.081726
	Iteration 10Q: 3 clusters Score -245392.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -245404.640625 Penalty: 739.081726
	Iteration 11Q: 3 clusters Score -245404.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -245409.718750 Penalty: 739.081726
	Iteration 12Q: 3 clusters Score -245409.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -245415.234375 Penalty: 739.081726
	Iteration 13Q: 3 clusters Score -245415.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -245422.093750 Penalty: 739.081726
	Iteration 14Q: 3 clusters Score -245422.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -245431.015625 Penalty: 739.081726
	Iteration 15Q: 3 clusters Score -245431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -245440.703125 Penalty: 739.081726
	Iteration 16Q: 3 clusters Score -245440.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -245447.187500 Penalty: 739.081726
	Iteration 17Q: 3 clusters Score -245447.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -245453.187500 Penalty: 739.081726
	Iteration 18Q: 3 clusters Score -245453.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -245460.859375 Penalty: 739.081726
	Iteration 19Q: 3 clusters Score -245460.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -245469.562500 Penalty: 739.081726
	Iteration 20F: 3 clusters Score -245469.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -245478.109375 Penalty: 739.081726
	Iteration 21Q: 3 clusters Score -245478.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -245486.484375 Penalty: 739.081726
	Iteration 22Q: 3 clusters Score -245486.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -245493.906250 Penalty: 739.081726
	Iteration 23Q: 3 clusters Score -245493.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -245497.828125 Penalty: 739.081726
	Iteration 24Q: 3 clusters Score -245497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -245500.171875 Penalty: 739.081726
	Iteration 25Q: 3 clusters Score -245500.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -245502.937500 Penalty: 739.081726
	Iteration 26Q: 3 clusters Score -245502.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -245508.093750 Penalty: 739.081726
	Iteration 27Q: 3 clusters Score -245508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -245512.203125 Penalty: 739.081726
	Iteration 28Q: 3 clusters Score -245512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -245515.031250 Penalty: 739.081726
	Iteration 29Q: 3 clusters Score -245515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -245515.750000 Penalty: 739.081726
	Iteration 30Q: 3 clusters Score -245515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -245517.265625 Penalty: 739.081726
	Iteration 31Q: 3 clusters Score -245517.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -245518.875000 Penalty: 739.081726
	Iteration 32Q: 3 clusters Score -245518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -245522.125000 Penalty: 739.081726
	Iteration 33Q: 3 clusters Score -245522.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -245523.859375 Penalty: 739.081726
	Iteration 34Q: 3 clusters Score -245523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -245524.968750 Penalty: 739.081726
	Iteration 35Q: 3 clusters Score -245525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -245525.875000 Penalty: 739.081726
	Iteration 36Q: 3 clusters Score -245525.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -245527.156250 Penalty: 739.081726
	Iteration 37Q: 3 clusters Score -245527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -245528.000000 Penalty: 739.081726
	Iteration 38Q: 3 clusters Score -245528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -245528.906250 Penalty: 739.081726
	Iteration 39Q: 3 clusters Score -245528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -245530.140625 Penalty: 739.081726
	Iteration 40F: 3 clusters Score -245530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -245531.656250 Penalty: 739.081726
	Iteration 41Q: 3 clusters Score -245531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -245532.453125 Penalty: 739.081726
	Iteration 42Q: 3 clusters Score -245532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -245532.937500 Penalty: 739.081726
	Iteration 43Q: 3 clusters Score -245532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -245533.296875 Penalty: 739.081726
	Iteration 44Q: 3 clusters Score -245533.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -245533.828125 Penalty: 739.081726
	Iteration 45Q: 3 clusters Score -245533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -245534.015625 Penalty: 739.081726
	Iteration 46Q: 3 clusters Score -245534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -245534.265625 Penalty: 739.081726
	Iteration 47Q: 3 clusters Score -245534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -245535.578125 Penalty: 739.081726
	Iteration 48Q: 3 clusters Score -245535.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -245536.000000 Penalty: 739.081726
	Iteration 49Q: 3 clusters Score -245536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -245536.187500 Penalty: 739.081726
	Iteration 50Q: 3 clusters Score -245536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -245536.812500 Penalty: 739.081726
	Iteration 51Q: 3 clusters Score -245536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -245537.718750 Penalty: 739.081726
	Iteration 52Q: 3 clusters Score -245537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -245539.250000 Penalty: 739.081726
	Iteration 53Q: 3 clusters Score -245539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -245540.796875 Penalty: 739.081726
	Iteration 54Q: 3 clusters Score -245540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -245540.968750 Penalty: 739.081726
	Iteration 55Q: 3 clusters Score -245541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -245541.703125 Penalty: 739.081726
	Iteration 56Q: 3 clusters Score -245541.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -245541.921875 Penalty: 739.081726
	Iteration 57Q: 3 clusters Score -245541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -245542.375000 Penalty: 739.081726
	Iteration 58Q: 3 clusters Score -245542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -245542.281250 Penalty: 739.081726
	Iteration 59Q: 3 clusters Score -245542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -245543.312500 Penalty: 739.081726
	Iteration 60F: 3 clusters Score -245543.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -245543.718750 Penalty: 739.081726
	Iteration 61Q: 3 clusters Score -245543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -245544.125000 Penalty: 739.081726
	Iteration 62Q: 3 clusters Score -245544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -245544.062500 Penalty: 739.081726
	Iteration 63Q: 3 clusters Score -245544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -245544.437500 Penalty: 739.081726
	Iteration 64Q: 3 clusters Score -245544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -245545.828125 Penalty: 739.081726
	Iteration 65Q: 3 clusters Score -245545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -245546.156250 Penalty: 739.081726
	Iteration 66Q: 3 clusters Score -245546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -245546.796875 Penalty: 739.081726
	Iteration 67Q: 3 clusters Score -245546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -245547.468750 Penalty: 739.081726
	Iteration 68Q: 3 clusters Score -245547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -245547.765625 Penalty: 739.081726
	Iteration 69Q: 3 clusters Score -245547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -245548.765625 Penalty: 739.081726
	Iteration 70Q: 3 clusters Score -245548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -245549.484375 Penalty: 739.081726
	Iteration 71Q: 3 clusters Score -245549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -245550.062500 Penalty: 739.081726
	Iteration 72Q: 3 clusters Score -245550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -245549.984375 Penalty: 739.081726
	Iteration 73Q: 3 clusters Score -245550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -245550.343750 Penalty: 739.081726
	Iteration 74Q: 3 clusters Score -245550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -245550.781250 Penalty: 739.081726
	Iteration 75Q: 3 clusters Score -245550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -245551.000000 Penalty: 739.081726
	Iteration 76Q: 3 clusters Score -245551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -245550.625000 Penalty: 739.081726
	Iteration 77Q: 3 clusters Score -245550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -245550.750000 Penalty: 739.081726
	Iteration 78Q: 3 clusters Score -245550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -245550.671875 Penalty: 739.081726
	Iteration 79Q: 3 clusters Score -245550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -245550.906250 Penalty: 739.081726
	Iteration 80F: 3 clusters Score -245550.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -14075.560547 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -14075.56 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 176 members 
Entering Unmasked Estep 
Score: -13717.282227 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -13717.28 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13872.424805 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -13872.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13910.416016 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -13910.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13929.933594 Penalty: 537.635559
	Iteration 3Q: 3 clusters Score -13929.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13940.022461 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -13940.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13948.625000 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -13948.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13961.711914 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -13961.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13977.726562 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -13977.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13990.019531 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -13990.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14005.452148 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -14005.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14027.006836 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -14027.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14035.579102 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -14035.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14049.000977 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -14049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14068.517578 Penalty: 537.635559
	Iteration 13Q: 3 clusters Score -14068.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14078.519531 Penalty: 537.635559
	Iteration 14Q: 3 clusters Score -14078.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14098.144531 Penalty: 537.635559
	Iteration 15Q: 3 clusters Score -14098.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14121.607422 Penalty: 537.635559
	Iteration 16Q: 3 clusters Score -14121.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14139.135742 Penalty: 537.635559
	Iteration 17Q: 3 clusters Score -14139.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14151.992188 Penalty: 537.635559
	Iteration 18Q: 3 clusters Score -14151.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14172.596680 Penalty: 537.635559
	Iteration 19Q: 3 clusters Score -14172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14178.242188 Penalty: 537.635559
	Iteration 20F: 3 clusters Score -14178.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14180.217773 Penalty: 537.635559
	Iteration 21Q: 3 clusters Score -14180.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14183.102539 Penalty: 537.635559
	Iteration 22Q: 3 clusters Score -14183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14187.183594 Penalty: 537.635559
	Iteration 23Q: 3 clusters Score -14187.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14187.183594 Penalty: 537.635559
	Iteration 24F: 3 clusters Score -14187.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 184 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 184 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42115708.000000 Penalty: 32504.566406
Splitting cluster 11 changes total score from -42116648.000000 to -42115708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -14190.293945 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -14190.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13880.797852 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -13880.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14072.286133 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -14072.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14145.490234 Penalty: 503.178040
	Iteration 2F: 3 clusters Score -14145.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14178.176758 Penalty: 503.178040
	Iteration 3F: 3 clusters Score -14178.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14185.980469 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -14185.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14199.149414 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -14199.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14201.865234 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -14201.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14202.173828 Penalty: 503.178040
	Iteration 7Q: 3 clusters Score -14202.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14202.173828 Penalty: 503.178040
	Iteration 8F: 3 clusters Score -14202.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 133 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 119 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42115588.000000 Penalty: 32504.566406
Splitting cluster 12 changes total score from -42116648.000000 to -42115588.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (50746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Entering Unmasked Estep 
Score: -4058303.250000 Penalty: 492.973755
	Iteration 0F: 2 clusters Score -4058303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4040722.000000 Penalty: 985.947510
	Iteration 0F: 3 clusters Score -4040722 nChanged 24633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4055202.250000 Penalty: 985.947510
	Iteration 1F: 3 clusters Score -4055202 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4057097.500000 Penalty: 985.947510
	Iteration 2F: 3 clusters Score -4057098 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -4060682.750000 Penalty: 985.947510
	Iteration 3F: 3 clusters Score -4060683 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4064182.000000 Penalty: 985.947510
	Iteration 4F: 3 clusters Score -4064182 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4065784.750000 Penalty: 985.947510
	Iteration 5F: 3 clusters Score -4065785 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4066036.250000 Penalty: 985.947510
	Iteration 6F: 3 clusters Score -4066036 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4066063.750000 Penalty: 985.947510
	Iteration 7F: 3 clusters Score -4066064 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4065689.750000 Penalty: 985.947510
	Iteration 8F: 3 clusters Score -4065690 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4065190.250000 Penalty: 985.947510
	Iteration 9Q: 3 clusters Score -4065190 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4064952.750000 Penalty: 985.947510
	Iteration 10Q: 3 clusters Score -4064953 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4065056.000000 Penalty: 985.947510
	Iteration 11Q: 3 clusters Score -4065056 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4065195.250000 Penalty: 985.947510
	Iteration 12Q: 3 clusters Score -4065195 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4065380.250000 Penalty: 985.947510
	Iteration 13Q: 3 clusters Score -4065380 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4065531.250000 Penalty: 985.947510
	Iteration 14Q: 3 clusters Score -4065531 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4065719.000000 Penalty: 985.947510
	Iteration 15Q: 3 clusters Score -4065719 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4065875.250000 Penalty: 985.947510
	Iteration 16Q: 3 clusters Score -4065875 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4065972.250000 Penalty: 985.947510
	Iteration 17Q: 3 clusters Score -4065972 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4066197.500000 Penalty: 985.947510
	Iteration 18Q: 3 clusters Score -4066198 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4066412.750000 Penalty: 985.947510
	Iteration 19Q: 3 clusters Score -4066413 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4066649.000000 Penalty: 985.947510
	Iteration 20F: 3 clusters Score -4066649 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4066918.000000 Penalty: 985.947510
	Iteration 21Q: 3 clusters Score -4066918 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4067039.750000 Penalty: 985.947510
	Iteration 22Q: 3 clusters Score -4067040 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4067289.500000 Penalty: 985.947510
	Iteration 23Q: 3 clusters Score -4067290 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4067663.250000 Penalty: 985.947510
	Iteration 24Q: 3 clusters Score -4067663 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4068026.500000 Penalty: 985.947510
	Iteration 25Q: 3 clusters Score -4068026 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4068434.500000 Penalty: 985.947510
	Iteration 26Q: 3 clusters Score -4068434 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -4068857.750000 Penalty: 985.947510
	Iteration 27Q: 3 clusters Score -4068858 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4069308.250000 Penalty: 985.947510
	Iteration 28Q: 3 clusters Score -4069308 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4069628.250000 Penalty: 985.947510
	Iteration 29Q: 3 clusters Score -4069628 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -4069647.000000 Penalty: 985.947510
	Iteration 30Q: 3 clusters Score -4069647 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4069483.250000 Penalty: 985.947510
	Iteration 31Q: 3 clusters Score -4069483 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4069377.250000 Penalty: 985.947510
	Iteration 32Q: 3 clusters Score -4069377 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4069311.000000 Penalty: 985.947510
	Iteration 33Q: 3 clusters Score -4069311 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -4069301.500000 Penalty: 985.947510
	Iteration 34Q: 3 clusters Score -4069302 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4069334.750000 Penalty: 985.947510
	Iteration 35Q: 3 clusters Score -4069335 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4069459.250000 Penalty: 985.947510
	Iteration 36Q: 3 clusters Score -4069459 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4069569.000000 Penalty: 985.947510
	Iteration 37Q: 3 clusters Score -4069569 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -4069712.000000 Penalty: 985.947510
	Iteration 38Q: 3 clusters Score -4069712 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4069799.500000 Penalty: 985.947510
	Iteration 39Q: 3 clusters Score -4069800 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4070037.500000 Penalty: 985.947510
	Iteration 40F: 3 clusters Score -4070038 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4070128.000000 Penalty: 985.947510
	Iteration 41Q: 3 clusters Score -4070128 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -4070154.750000 Penalty: 985.947510
	Iteration 42Q: 3 clusters Score -4070155 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -4070199.250000 Penalty: 985.947510
	Iteration 43Q: 3 clusters Score -4070199 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4070220.250000 Penalty: 985.947510
	Iteration 44Q: 3 clusters Score -4070220 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4070257.750000 Penalty: 985.947510
	Iteration 45Q: 3 clusters Score -4070258 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4070274.250000 Penalty: 985.947510
	Iteration 46Q: 3 clusters Score -4070274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4070270.750000 Penalty: 985.947510
	Iteration 47Q: 3 clusters Score -4070271 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4070282.750000 Penalty: 985.947510
	Iteration 48Q: 3 clusters Score -4070283 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4070258.500000 Penalty: 985.947510
	Iteration 49Q: 3 clusters Score -4070258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4070224.500000 Penalty: 985.947510
	Iteration 50Q: 3 clusters Score -4070224 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4070227.250000 Penalty: 985.947510
	Iteration 51Q: 3 clusters Score -4070227 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4070239.750000 Penalty: 985.947510
	Iteration 52Q: 3 clusters Score -4070240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4070184.000000 Penalty: 985.947510
	Iteration 53Q: 3 clusters Score -4070184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4070145.750000 Penalty: 985.947510
	Iteration 54Q: 3 clusters Score -4070146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4070140.750000 Penalty: 985.947510
	Iteration 55Q: 3 clusters Score -4070141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -4070123.750000 Penalty: 985.947510
	Iteration 56Q: 3 clusters Score -4070124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4070125.250000 Penalty: 985.947510
	Iteration 57Q: 3 clusters Score -4070125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4070139.500000 Penalty: 985.947510
	Iteration 58Q: 3 clusters Score -4070140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4070129.000000 Penalty: 985.947510
	Iteration 59Q: 3 clusters Score -4070129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4070124.250000 Penalty: 985.947510
	Iteration 60F: 3 clusters Score -4070124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4070138.500000 Penalty: 985.947510
	Iteration 61Q: 3 clusters Score -4070138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4070155.750000 Penalty: 985.947510
	Iteration 62Q: 3 clusters Score -4070156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4070175.500000 Penalty: 985.947510
	Iteration 63Q: 3 clusters Score -4070176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4070203.250000 Penalty: 985.947510
	Iteration 64Q: 3 clusters Score -4070203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4070230.000000 Penalty: 985.947510
	Iteration 65Q: 3 clusters Score -4070230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -4070236.500000 Penalty: 985.947510
	Iteration 66Q: 3 clusters Score -4070236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4070234.500000 Penalty: 985.947510
	Iteration 67Q: 3 clusters Score -4070234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4070232.750000 Penalty: 985.947510
	Iteration 68Q: 3 clusters Score -4070233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4070239.000000 Penalty: 985.947510
	Iteration 69Q: 3 clusters Score -4070239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4070253.750000 Penalty: 985.947510
	Iteration 70Q: 3 clusters Score -4070254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4070274.250000 Penalty: 985.947510
	Iteration 71Q: 3 clusters Score -4070274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4070299.500000 Penalty: 985.947510
	Iteration 72Q: 3 clusters Score -4070300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4070304.750000 Penalty: 985.947510
	Iteration 73Q: 3 clusters Score -4070305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4070317.000000 Penalty: 985.947510
	Iteration 74Q: 3 clusters Score -4070317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -4070324.750000 Penalty: 985.947510
	Iteration 75Q: 3 clusters Score -4070325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4070347.750000 Penalty: 985.947510
	Iteration 76Q: 3 clusters Score -4070348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4070342.000000 Penalty: 985.947510
	Iteration 77Q: 3 clusters Score -4070342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -4070352.500000 Penalty: 985.947510
	Iteration 78Q: 3 clusters Score -4070352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4070344.250000 Penalty: 985.947510
	Iteration 79Q: 3 clusters Score -4070344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4070342.000000 Penalty: 985.947510
	Iteration 80F: 3 clusters Score -4070342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4070335.750000 Penalty: 985.947510
	Iteration 81Q: 3 clusters Score -4070336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4070338.750000 Penalty: 985.947510
	Iteration 82Q: 3 clusters Score -4070339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -4070345.000000 Penalty: 985.947510
	Iteration 83Q: 3 clusters Score -4070345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4070342.750000 Penalty: 985.947510
	Iteration 84Q: 3 clusters Score -4070343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4070330.750000 Penalty: 985.947510
	Iteration 85Q: 3 clusters Score -4070331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4070331.000000 Penalty: 985.947510
	Iteration 86Q: 3 clusters Score -4070331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4070328.000000 Penalty: 985.947510
	Iteration 87Q: 3 clusters Score -4070328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -4070329.250000 Penalty: 985.947510
	Iteration 88Q: 3 clusters Score -4070329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4070330.250000 Penalty: 985.947510
	Iteration 89Q: 3 clusters Score -4070330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4070334.750000 Penalty: 985.947510
	Iteration 90Q: 3 clusters Score -4070335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -4070337.250000 Penalty: 985.947510
	Iteration 91Q: 3 clusters Score -4070337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4070333.250000 Penalty: 985.947510
	Iteration 92Q: 3 clusters Score -4070333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4070329.500000 Penalty: 985.947510
	Iteration 93Q: 3 clusters Score -4070330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4070319.750000 Penalty: 985.947510
	Iteration 94Q: 3 clusters Score -4070320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -4070320.250000 Penalty: 985.947510
	Iteration 95Q: 3 clusters Score -4070320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4070313.000000 Penalty: 985.947510
	Iteration 96Q: 3 clusters Score -4070313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4070322.500000 Penalty: 985.947510
	Iteration 97Q: 3 clusters Score -4070322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4070322.750000 Penalty: 985.947510
	Iteration 98Q: 3 clusters Score -4070323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4070318.750000 Penalty: 985.947510
	Iteration 99Q: 3 clusters Score -4070319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4070312.750000 Penalty: 985.947510
	Iteration 100F: 3 clusters Score -4070313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4070311.750000 Penalty: 985.947510
	Iteration 101Q: 3 clusters Score -4070312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4070316.750000 Penalty: 985.947510
	Iteration 102Q: 3 clusters Score -4070317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4070312.000000 Penalty: 985.947510
	Iteration 103Q: 3 clusters Score -4070312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4070308.000000 Penalty: 985.947510
	Iteration 104Q: 3 clusters Score -4070308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4070309.500000 Penalty: 985.947510
	Iteration 105Q: 3 clusters Score -4070310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4070310.750000 Penalty: 985.947510
	Iteration 106Q: 3 clusters Score -4070311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4070309.000000 Penalty: 985.947510
	Iteration 107Q: 3 clusters Score -4070309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4070299.500000 Penalty: 985.947510
	Iteration 108Q: 3 clusters Score -4070300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4070305.000000 Penalty: 985.947510
	Iteration 109Q: 3 clusters Score -4070305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4070304.750000 Penalty: 985.947510
	Iteration 110Q: 3 clusters Score -4070305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4070302.500000 Penalty: 985.947510
	Iteration 111Q: 3 clusters Score -4070302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4070299.000000 Penalty: 985.947510
	Iteration 112Q: 3 clusters Score -4070299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4070297.750000 Penalty: 985.947510
	Iteration 113Q: 3 clusters Score -4070298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4070299.500000 Penalty: 985.947510
	Iteration 114Q: 3 clusters Score -4070300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4070303.250000 Penalty: 985.947510
	Iteration 115Q: 3 clusters Score -4070303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4070301.250000 Penalty: 985.947510
	Iteration 116Q: 3 clusters Score -4070301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4070300.000000 Penalty: 985.947510
	Iteration 117Q: 3 clusters Score -4070300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4070304.500000 Penalty: 985.947510
	Iteration 118Q: 3 clusters Score -4070304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4070304.500000 Penalty: 985.947510
	Iteration 119Q: 3 clusters Score -4070304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4070303.250000 Penalty: 985.947510
	Iteration 120F: 3 clusters Score -4070303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4070304.250000 Penalty: 985.947510
	Iteration 121Q: 3 clusters Score -4070304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4070309.500000 Penalty: 985.947510
	Iteration 122Q: 3 clusters Score -4070310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -4070304.250000 Penalty: 985.947510
	Iteration 123Q: 3 clusters Score -4070304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4070307.500000 Penalty: 985.947510
	Iteration 124Q: 3 clusters Score -4070308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4070301.500000 Penalty: 985.947510
	Iteration 125Q: 3 clusters Score -4070302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4070306.750000 Penalty: 985.947510
	Iteration 126Q: 3 clusters Score -4070307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4070305.250000 Penalty: 985.947510
	Iteration 127Q: 3 clusters Score -4070305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4070304.750000 Penalty: 985.947510
	Iteration 128Q: 3 clusters Score -4070305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4070310.500000 Penalty: 985.947510
	Iteration 129Q: 3 clusters Score -4070310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4070306.750000 Penalty: 985.947510
	Iteration 130Q: 3 clusters Score -4070307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -4070308.750000 Penalty: 985.947510
	Iteration 131Q: 3 clusters Score -4070309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4070313.250000 Penalty: 985.947510
	Iteration 132Q: 3 clusters Score -4070313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4070310.500000 Penalty: 985.947510
	Iteration 133Q: 3 clusters Score -4070310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4070307.750000 Penalty: 985.947510
	Iteration 134Q: 3 clusters Score -4070308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4070313.000000 Penalty: 985.947510
	Iteration 135Q: 3 clusters Score -4070313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4070314.750000 Penalty: 985.947510
	Iteration 136Q: 3 clusters Score -4070315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4070318.500000 Penalty: 985.947510
	Iteration 137Q: 3 clusters Score -4070318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4070314.000000 Penalty: 985.947510
	Iteration 138Q: 3 clusters Score -4070314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4070314.250000 Penalty: 985.947510
	Iteration 139Q: 3 clusters Score -4070314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4070313.000000 Penalty: 985.947510
	Iteration 140F: 3 clusters Score -4070313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4070314.750000 Penalty: 985.947510
	Iteration 141Q: 3 clusters Score -4070315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -4070317.750000 Penalty: 985.947510
	Iteration 142Q: 3 clusters Score -4070318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4070312.750000 Penalty: 985.947510
	Iteration 143Q: 3 clusters Score -4070313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4070313.750000 Penalty: 985.947510
	Iteration 144Q: 3 clusters Score -4070314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4070312.500000 Penalty: 985.947510
	Iteration 145Q: 3 clusters Score -4070312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4070310.750000 Penalty: 985.947510
	Iteration 146Q: 3 clusters Score -4070311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4070310.750000 Penalty: 985.947510
	Iteration 147F: 3 clusters Score -4070311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42127712.000000 Penalty: 32504.566406
Splitting cluster 13 changes total score from -42116648.000000 to -42127712.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 14 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -34849.718750 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -34849.72 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 278 members 
Entering Unmasked Estep 
Score: -34357.046875 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -34357.05 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -34500.027344 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -34500.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34530.179688 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -34530.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34542.937500 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -34542.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34553.761719 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -34553.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -34561.414062 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -34561.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34570.335938 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -34570.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34583.621094 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -34583.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34599.289062 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -34599.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34627.390625 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -34627.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34662.218750 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -34662.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34693.394531 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -34693.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34722.562500 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -34722.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34766.496094 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -34766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34805.277344 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -34805.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34846.101562 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -34846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34895.421875 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -34895.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34921.699219 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -34921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34940.597656 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -34940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34955.839844 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -34955.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35023.878906 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -35023.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -35052.679688 Penalty: 569.795776
	Iteration 21Q: 3 clusters Score -35052.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35063.125000 Penalty: 569.795776
	Iteration 22Q: 3 clusters Score -35063.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35064.000000 Penalty: 569.795776
	Iteration 23Q: 3 clusters Score -35064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35064.000000 Penalty: 569.795776
	Iteration 24F: 3 clusters Score -35064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 2497 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
Score: -42127576.000000 Penalty: 33106.503906
Splitting cluster 14 changes total score from -42116648.000000 to -42127576.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 16 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -192448.859375 Penalty: 355.939453
	Iteration 0F: 2 clusters Score -192448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -190671.281250 Penalty: 711.878906
	Iteration 0F: 3 clusters Score -190671.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -191308.687500 Penalty: 711.878906
	Iteration 1F: 3 clusters Score -191308.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -191482.156250 Penalty: 711.878906
	Iteration 2F: 3 clusters Score -191482.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -191675.015625 Penalty: 711.878906
	Iteration 3F: 3 clusters Score -191675 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -191835.203125 Penalty: 711.878906
	Iteration 4F: 3 clusters Score -191835.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -191957.453125 Penalty: 711.878906
	Iteration 5F: 3 clusters Score -191957.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -192091.687500 Penalty: 711.878906
	Iteration 6Q: 3 clusters Score -192091.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -192249.609375 Penalty: 711.878906
	Iteration 7Q: 3 clusters Score -192249.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -192361.203125 Penalty: 711.878906
	Iteration 8Q: 3 clusters Score -192361.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -192401.765625 Penalty: 711.878906
	Iteration 9Q: 3 clusters Score -192401.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -192423.203125 Penalty: 711.878906
	Iteration 10Q: 3 clusters Score -192423.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -192436.421875 Penalty: 711.878906
	Iteration 11Q: 3 clusters Score -192436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -192442.125000 Penalty: 711.878906
	Iteration 12Q: 3 clusters Score -192442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -192444.078125 Penalty: 711.878906
	Iteration 13Q: 3 clusters Score -192444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -192446.062500 Penalty: 711.878906
	Iteration 14Q: 3 clusters Score -192446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -192448.140625 Penalty: 711.878906
	Iteration 15Q: 3 clusters Score -192448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -192448.875000 Penalty: 711.878906
	Iteration 16Q: 3 clusters Score -192448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -192450.093750 Penalty: 711.878906
	Iteration 17Q: 3 clusters Score -192450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -192452.984375 Penalty: 711.878906
	Iteration 18Q: 3 clusters Score -192453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -192455.765625 Penalty: 711.878906
	Iteration 19Q: 3 clusters Score -192455.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -192456.578125 Penalty: 711.878906
	Iteration 20F: 3 clusters Score -192456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -192456.640625 Penalty: 711.878906
	Iteration 21Q: 3 clusters Score -192456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -192456.640625 Penalty: 711.878906
	Iteration 22F: 3 clusters Score -192456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 376 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Entering Unmasked Estep 
Score: -42127320.000000 Penalty: 33708.441406
Splitting cluster 16 changes total score from -42116648.000000 to -42127320.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -33921.980469 Penalty: 273.401001
	Iteration 0F: 2 clusters Score -33921.98 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 206 members 
Entering Unmasked Estep 
Score: -33490.929688 Penalty: 546.802002
	Iteration 0F: 3 clusters Score -33490.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33572.601562 Penalty: 546.802002
	Iteration 1F: 3 clusters Score -33572.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33590.406250 Penalty: 546.802002
	Iteration 2F: 3 clusters Score -33590.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33597.765625 Penalty: 546.802002
	Iteration 3Q: 3 clusters Score -33597.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33604.082031 Penalty: 546.802002
	Iteration 4Q: 3 clusters Score -33604.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33614.226562 Penalty: 546.802002
	Iteration 5Q: 3 clusters Score -33614.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33624.417969 Penalty: 546.802002
	Iteration 6Q: 3 clusters Score -33624.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33629.039062 Penalty: 546.802002
	Iteration 7Q: 3 clusters Score -33629.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33630.730469 Penalty: 546.802002
	Iteration 8Q: 3 clusters Score -33630.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33631.632812 Penalty: 546.802002
	Iteration 9Q: 3 clusters Score -33631.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33633.195312 Penalty: 546.802002
	Iteration 10Q: 3 clusters Score -33633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33636.480469 Penalty: 546.802002
	Iteration 11Q: 3 clusters Score -33636.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33638.273438 Penalty: 546.802002
	Iteration 12Q: 3 clusters Score -33638.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33640.382812 Penalty: 546.802002
	Iteration 13Q: 3 clusters Score -33640.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33641.792969 Penalty: 546.802002
	Iteration 14Q: 3 clusters Score -33641.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33641.792969 Penalty: 546.802002
	Iteration 15F: 3 clusters Score -33641.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Entering Unmasked Estep 
Score: -3568392.500000 Penalty: 489.336243
	Iteration 0F: 2 clusters Score -3568392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3537992.250000 Penalty: 978.672485
	Iteration 0F: 3 clusters Score -3537992 nChanged 22659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3552301.000000 Penalty: 978.672485
	Iteration 1F: 3 clusters Score -3552301 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3553552.000000 Penalty: 978.672485
	Iteration 2F: 3 clusters Score -3553552 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3554947.000000 Penalty: 978.672485
	Iteration 3F: 3 clusters Score -3554947 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3556470.250000 Penalty: 978.672485
	Iteration 4F: 3 clusters Score -3556470 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3558235.750000 Penalty: 978.672485
	Iteration 5F: 3 clusters Score -3558236 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3559982.250000 Penalty: 978.672485
	Iteration 6Q: 3 clusters Score -3559982 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3561078.000000 Penalty: 978.672485
	Iteration 7Q: 3 clusters Score -3561078 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3561405.000000 Penalty: 978.672485
	Iteration 8Q: 3 clusters Score -3561405 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3561499.000000 Penalty: 978.672485
	Iteration 9Q: 3 clusters Score -3561499 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3561573.750000 Penalty: 978.672485
	Iteration 10Q: 3 clusters Score -3561574 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -3561625.500000 Penalty: 978.672485
	Iteration 11Q: 3 clusters Score -3561626 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3561712.750000 Penalty: 978.672485
	Iteration 12Q: 3 clusters Score -3561713 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3561781.000000 Penalty: 978.672485
	Iteration 13Q: 3 clusters Score -3561781 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -3561870.250000 Penalty: 978.672485
	Iteration 14Q: 3 clusters Score -3561870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3561960.000000 Penalty: 978.672485
	Iteration 15Q: 3 clusters Score -3561960 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -3561998.750000 Penalty: 978.672485
	Iteration 16Q: 3 clusters Score -3561999 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3562079.000000 Penalty: 978.672485
	Iteration 17Q: 3 clusters Score -3562079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3562177.500000 Penalty: 978.672485
	Iteration 18Q: 3 clusters Score -3562178 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -3562273.250000 Penalty: 978.672485
	Iteration 19Q: 3 clusters Score -3562273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3562353.750000 Penalty: 978.672485
	Iteration 20F: 3 clusters Score -3562354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -3562479.750000 Penalty: 978.672485
	Iteration 21Q: 3 clusters Score -3562480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -3562591.750000 Penalty: 978.672485
	Iteration 22Q: 3 clusters Score -3562592 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -3562757.250000 Penalty: 978.672485
	Iteration 23Q: 3 clusters Score -3562757 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -3562856.750000 Penalty: 978.672485
	Iteration 24Q: 3 clusters Score -3562857 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3563032.750000 Penalty: 978.672485
	Iteration 25Q: 3 clusters Score -3563033 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3563235.000000 Penalty: 978.672485
	Iteration 26Q: 3 clusters Score -3563235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -3563439.500000 Penalty: 978.672485
	Iteration 27Q: 3 clusters Score -3563440 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -3563671.500000 Penalty: 978.672485
	Iteration 28Q: 3 clusters Score -3563672 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -3563908.250000 Penalty: 978.672485
	Iteration 29Q: 3 clusters Score -3563908 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -3564185.250000 Penalty: 978.672485
	Iteration 30Q: 3 clusters Score -3564185 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -3564469.500000 Penalty: 978.672485
	Iteration 31Q: 3 clusters Score -3564470 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -3564858.750000 Penalty: 978.672485
	Iteration 32Q: 3 clusters Score -3564859 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -3565238.000000 Penalty: 978.672485
	Iteration 33Q: 3 clusters Score -3565238 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -3565579.750000 Penalty: 978.672485
	Iteration 34Q: 3 clusters Score -3565580 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -3565878.750000 Penalty: 978.672485
	Iteration 35Q: 3 clusters Score -3565879 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -3566209.000000 Penalty: 978.672485
	Iteration 36Q: 3 clusters Score -3566209 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -3566487.250000 Penalty: 978.672485
	Iteration 37Q: 3 clusters Score -3566487 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -3566676.500000 Penalty: 978.672485
	Iteration 38Q: 3 clusters Score -3566676 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -3566855.250000 Penalty: 978.672485
	Iteration 39Q: 3 clusters Score -3566855 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -3567033.500000 Penalty: 978.672485
	Iteration 40F: 3 clusters Score -3567034 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -3567139.500000 Penalty: 978.672485
	Iteration 41Q: 3 clusters Score -3567140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -3567213.500000 Penalty: 978.672485
	Iteration 42Q: 3 clusters Score -3567214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -3567374.500000 Penalty: 978.672485
	Iteration 43Q: 3 clusters Score -3567374 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -3567483.000000 Penalty: 978.672485
	Iteration 44Q: 3 clusters Score -3567483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -3567568.000000 Penalty: 978.672485
	Iteration 45Q: 3 clusters Score -3567568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -3567632.500000 Penalty: 978.672485
	Iteration 46Q: 3 clusters Score -3567632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -3567681.500000 Penalty: 978.672485
	Iteration 47Q: 3 clusters Score -3567682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -3567717.750000 Penalty: 978.672485
	Iteration 48Q: 3 clusters Score -3567718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -3567738.750000 Penalty: 978.672485
	Iteration 49Q: 3 clusters Score -3567739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -3567770.000000 Penalty: 978.672485
	Iteration 50Q: 3 clusters Score -3567770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -3567791.000000 Penalty: 978.672485
	Iteration 51Q: 3 clusters Score -3567791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -3567825.500000 Penalty: 978.672485
	Iteration 52Q: 3 clusters Score -3567826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -3567856.500000 Penalty: 978.672485
	Iteration 53Q: 3 clusters Score -3567856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -3567882.250000 Penalty: 978.672485
	Iteration 54Q: 3 clusters Score -3567882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -3567905.250000 Penalty: 978.672485
	Iteration 55Q: 3 clusters Score -3567905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -3567914.250000 Penalty: 978.672485
	Iteration 56Q: 3 clusters Score -3567914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -3567936.750000 Penalty: 978.672485
	Iteration 57Q: 3 clusters Score -3567937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -3567953.250000 Penalty: 978.672485
	Iteration 58Q: 3 clusters Score -3567953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -3567967.000000 Penalty: 978.672485
	Iteration 59Q: 3 clusters Score -3567967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -3567972.500000 Penalty: 978.672485
	Iteration 60F: 3 clusters Score -3567972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -3567979.000000 Penalty: 978.672485
	Iteration 61Q: 3 clusters Score -3567979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -3568000.000000 Penalty: 978.672485
	Iteration 62Q: 3 clusters Score -3568000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -3568001.500000 Penalty: 978.672485
	Iteration 63Q: 3 clusters Score -3568002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -3568003.000000 Penalty: 978.672485
	Iteration 64Q: 3 clusters Score -3568003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -3568006.250000 Penalty: 978.672485
	Iteration 65Q: 3 clusters Score -3568006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -3568008.500000 Penalty: 978.672485
	Iteration 66Q: 3 clusters Score -3568008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -3568013.500000 Penalty: 978.672485
	Iteration 67Q: 3 clusters Score -3568014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -3568024.000000 Penalty: 978.672485
	Iteration 68Q: 3 clusters Score -3568024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -3568021.750000 Penalty: 978.672485
	Iteration 69Q: 3 clusters Score -3568022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -3568031.750000 Penalty: 978.672485
	Iteration 70Q: 3 clusters Score -3568032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -3568040.750000 Penalty: 978.672485
	Iteration 71Q: 3 clusters Score -3568041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -3568050.250000 Penalty: 978.672485
	Iteration 72Q: 3 clusters Score -3568050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -3568059.750000 Penalty: 978.672485
	Iteration 73Q: 3 clusters Score -3568060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -3568062.500000 Penalty: 978.672485
	Iteration 74Q: 3 clusters Score -3568062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -3568071.250000 Penalty: 978.672485
	Iteration 75Q: 3 clusters Score -3568071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -3568075.000000 Penalty: 978.672485
	Iteration 76Q: 3 clusters Score -3568075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -3568079.750000 Penalty: 978.672485
	Iteration 77Q: 3 clusters Score -3568080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -3568075.750000 Penalty: 978.672485
	Iteration 78Q: 3 clusters Score -3568076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -3568085.000000 Penalty: 978.672485
	Iteration 79Q: 3 clusters Score -3568085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -3568090.750000 Penalty: 978.672485
	Iteration 80F: 3 clusters Score -3568091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -3568094.750000 Penalty: 978.672485
	Iteration 81Q: 3 clusters Score -3568095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -3568094.750000 Penalty: 978.672485
	Iteration 82F: 3 clusters Score -3568095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -31133.445312 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -31133.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30637.984375 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -30637.98 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -30901.751953 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -30901.75 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30953.330078 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -30953.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -30984.117188 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -30984.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31001.679688 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -31001.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31014.980469 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -31014.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31025.707031 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -31025.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31039.634766 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -31039.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31048.832031 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -31048.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31051.095703 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -31051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -31051.978516 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -31051.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31052.244141 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -31052.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31052.244141 Penalty: 572.025818
	Iteration 12F: 3 clusters Score -31052.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -510288.468750 Penalty: 399.901825
	Iteration 0F: 2 clusters Score -510288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -505920.812500 Penalty: 799.803650
	Iteration 0F: 3 clusters Score -505920.8 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -507585.875000 Penalty: 799.803650
	Iteration 1F: 3 clusters Score -507585.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -507758.031250 Penalty: 799.803650
	Iteration 2F: 3 clusters Score -507758 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -507992.593750 Penalty: 799.803650
	Iteration 3F: 3 clusters Score -507992.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -508284.656250 Penalty: 799.803650
	Iteration 4F: 3 clusters Score -508284.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -508631.343750 Penalty: 799.803650
	Iteration 5F: 3 clusters Score -508631.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -508956.968750 Penalty: 799.803650
	Iteration 6F: 3 clusters Score -508957 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -509255.812500 Penalty: 799.803650
	Iteration 7F: 3 clusters Score -509255.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -509483.593750 Penalty: 799.803650
	Iteration 8Q: 3 clusters Score -509483.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -509658.500000 Penalty: 799.803650
	Iteration 9Q: 3 clusters Score -509658.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -509739.000000 Penalty: 799.803650
	Iteration 10Q: 3 clusters Score -509739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -509776.125000 Penalty: 799.803650
	Iteration 11Q: 3 clusters Score -509776.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -509810.031250 Penalty: 799.803650
	Iteration 12Q: 3 clusters Score -509810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -509840.656250 Penalty: 799.803650
	Iteration 13Q: 3 clusters Score -509840.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -509857.031250 Penalty: 799.803650
	Iteration 14Q: 3 clusters Score -509857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -509872.343750 Penalty: 799.803650
	Iteration 15Q: 3 clusters Score -509872.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -509885.281250 Penalty: 799.803650
	Iteration 16Q: 3 clusters Score -509885.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -509896.250000 Penalty: 799.803650
	Iteration 17Q: 3 clusters Score -509896.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -509906.906250 Penalty: 799.803650
	Iteration 18Q: 3 clusters Score -509906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -509912.781250 Penalty: 799.803650
	Iteration 19Q: 3 clusters Score -509912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -509913.812500 Penalty: 799.803650
	Iteration 20F: 3 clusters Score -509913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -509917.093750 Penalty: 799.803650
	Iteration 21Q: 3 clusters Score -509917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -509919.468750 Penalty: 799.803650
	Iteration 22Q: 3 clusters Score -509919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -509923.250000 Penalty: 799.803650
	Iteration 23Q: 3 clusters Score -509923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -509923.593750 Penalty: 799.803650
	Iteration 24Q: 3 clusters Score -509923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -509926.218750 Penalty: 799.803650
	Iteration 25Q: 3 clusters Score -509926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -509927.031250 Penalty: 799.803650
	Iteration 26Q: 3 clusters Score -509927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -509928.000000 Penalty: 799.803650
	Iteration 27Q: 3 clusters Score -509928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -509927.937500 Penalty: 799.803650
	Iteration 28Q: 3 clusters Score -509927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -509928.437500 Penalty: 799.803650
	Iteration 29Q: 3 clusters Score -509928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -509927.812500 Penalty: 799.803650
	Iteration 30Q: 3 clusters Score -509927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -509927.812500 Penalty: 799.803650
	Iteration 31F: 3 clusters Score -509927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Entering Unmasked Estep 
Score: -1815141.750000 Penalty: 456.466583
	Iteration 0F: 2 clusters Score -1815142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1800200.625000 Penalty: 912.933167
	Iteration 0F: 3 clusters Score -1800201 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1806914.500000 Penalty: 912.933167
	Iteration 1F: 3 clusters Score -1806914 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1807435.625000 Penalty: 912.933167
	Iteration 2F: 3 clusters Score -1807436 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1808232.250000 Penalty: 912.933167
	Iteration 3F: 3 clusters Score -1808232 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1809381.625000 Penalty: 912.933167
	Iteration 4F: 3 clusters Score -1809382 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1810705.125000 Penalty: 912.933167
	Iteration 5F: 3 clusters Score -1810705 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1811552.750000 Penalty: 912.933167
	Iteration 6F: 3 clusters Score -1811553 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1811953.375000 Penalty: 912.933167
	Iteration 7Q: 3 clusters Score -1811953 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1812197.750000 Penalty: 912.933167
	Iteration 8Q: 3 clusters Score -1812198 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1812411.250000 Penalty: 912.933167
	Iteration 9Q: 3 clusters Score -1812411 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1812654.125000 Penalty: 912.933167
	Iteration 10Q: 3 clusters Score -1812654 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1812924.000000 Penalty: 912.933167
	Iteration 11Q: 3 clusters Score -1812924 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1813215.500000 Penalty: 912.933167
	Iteration 12Q: 3 clusters Score -1813216 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1813523.625000 Penalty: 912.933167
	Iteration 13Q: 3 clusters Score -1813524 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1813760.750000 Penalty: 912.933167
	Iteration 14Q: 3 clusters Score -1813761 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1813945.250000 Penalty: 912.933167
	Iteration 15Q: 3 clusters Score -1813945 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1814092.125000 Penalty: 912.933167
	Iteration 16Q: 3 clusters Score -1814092 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1814175.250000 Penalty: 912.933167
	Iteration 17Q: 3 clusters Score -1814175 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1814248.250000 Penalty: 912.933167
	Iteration 18Q: 3 clusters Score -1814248 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1814304.000000 Penalty: 912.933167
	Iteration 19Q: 3 clusters Score -1814304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1814352.875000 Penalty: 912.933167
	Iteration 20F: 3 clusters Score -1814353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1814380.625000 Penalty: 912.933167
	Iteration 21Q: 3 clusters Score -1814381 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1814394.750000 Penalty: 912.933167
	Iteration 22Q: 3 clusters Score -1814395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1814406.875000 Penalty: 912.933167
	Iteration 23Q: 3 clusters Score -1814407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1814412.625000 Penalty: 912.933167
	Iteration 24Q: 3 clusters Score -1814413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1814411.500000 Penalty: 912.933167
	Iteration 25Q: 3 clusters Score -1814412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1814417.750000 Penalty: 912.933167
	Iteration 26Q: 3 clusters Score -1814418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1814417.000000 Penalty: 912.933167
	Iteration 27Q: 3 clusters Score -1814417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1814429.750000 Penalty: 912.933167
	Iteration 28Q: 3 clusters Score -1814430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1814430.500000 Penalty: 912.933167
	Iteration 29Q: 3 clusters Score -1814430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1814432.500000 Penalty: 912.933167
	Iteration 30Q: 3 clusters Score -1814432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1814431.625000 Penalty: 912.933167
	Iteration 31Q: 3 clusters Score -1814432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1814428.000000 Penalty: 912.933167
	Iteration 32Q: 3 clusters Score -1814428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1814430.250000 Penalty: 912.933167
	Iteration 33Q: 3 clusters Score -1814430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1814441.125000 Penalty: 912.933167
	Iteration 34Q: 3 clusters Score -1814441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1814441.500000 Penalty: 912.933167
	Iteration 35Q: 3 clusters Score -1814442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1814442.875000 Penalty: 912.933167
	Iteration 36Q: 3 clusters Score -1814443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1814442.625000 Penalty: 912.933167
	Iteration 37Q: 3 clusters Score -1814443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1814440.875000 Penalty: 912.933167
	Iteration 38Q: 3 clusters Score -1814441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1814447.500000 Penalty: 912.933167
	Iteration 39Q: 3 clusters Score -1814448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1814450.125000 Penalty: 912.933167
	Iteration 40F: 3 clusters Score -1814450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1814445.750000 Penalty: 912.933167
	Iteration 41Q: 3 clusters Score -1814446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1814444.125000 Penalty: 912.933167
	Iteration 42Q: 3 clusters Score -1814444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1814443.750000 Penalty: 912.933167
	Iteration 43Q: 3 clusters Score -1814444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1814443.375000 Penalty: 912.933167
	Iteration 44Q: 3 clusters Score -1814443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1814444.750000 Penalty: 912.933167
	Iteration 45Q: 3 clusters Score -1814445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1814445.125000 Penalty: 912.933167
	Iteration 46Q: 3 clusters Score -1814445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1814443.875000 Penalty: 912.933167
	Iteration 47Q: 3 clusters Score -1814444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1814445.750000 Penalty: 912.933167
	Iteration 48Q: 3 clusters Score -1814446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1814441.625000 Penalty: 912.933167
	Iteration 49Q: 3 clusters Score -1814442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1814442.875000 Penalty: 912.933167
	Iteration 50Q: 3 clusters Score -1814443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1814441.750000 Penalty: 912.933167
	Iteration 51Q: 3 clusters Score -1814442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1814441.375000 Penalty: 912.933167
	Iteration 52Q: 3 clusters Score -1814441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1814441.375000 Penalty: 912.933167
	Iteration 53Q: 3 clusters Score -1814441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1814442.500000 Penalty: 912.933167
	Iteration 54Q: 3 clusters Score -1814442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1814442.625000 Penalty: 912.933167
	Iteration 55Q: 3 clusters Score -1814443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1814441.375000 Penalty: 912.933167
	Iteration 56Q: 3 clusters Score -1814441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1814442.125000 Penalty: 912.933167
	Iteration 57Q: 3 clusters Score -1814442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1814442.125000 Penalty: 912.933167
	Iteration 58F: 3 clusters Score -1814442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -25435.630859 Penalty: 269.796326
	Iteration 0F: 2 clusters Score -25435.63 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 181 members 
Entering Unmasked Estep 
Score: -25030.111328 Penalty: 539.592651
	Iteration 0F: 3 clusters Score -25030.11 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25123.876953 Penalty: 539.592651
	Iteration 1F: 3 clusters Score -25123.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25149.292969 Penalty: 539.592651
	Iteration 2F: 3 clusters Score -25149.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25162.001953 Penalty: 539.592651
	Iteration 3Q: 3 clusters Score -25162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25173.566406 Penalty: 539.592651
	Iteration 4Q: 3 clusters Score -25173.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25186.744141 Penalty: 539.592651
	Iteration 5Q: 3 clusters Score -25186.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25193.345703 Penalty: 539.592651
	Iteration 6Q: 3 clusters Score -25193.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25197.703125 Penalty: 539.592651
	Iteration 7Q: 3 clusters Score -25197.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25200.492188 Penalty: 539.592651
	Iteration 8Q: 3 clusters Score -25200.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25204.144531 Penalty: 539.592651
	Iteration 9Q: 3 clusters Score -25204.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25208.279297 Penalty: 539.592651
	Iteration 10Q: 3 clusters Score -25208.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -25210.263672 Penalty: 539.592651
	Iteration 11Q: 3 clusters Score -25210.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25211.675781 Penalty: 539.592651
	Iteration 12Q: 3 clusters Score -25211.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25214.898438 Penalty: 539.592651
	Iteration 13Q: 3 clusters Score -25214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25222.212891 Penalty: 539.592651
	Iteration 14Q: 3 clusters Score -25222.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25231.535156 Penalty: 539.592651
	Iteration 15Q: 3 clusters Score -25231.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25253.640625 Penalty: 539.592651
	Iteration 16Q: 3 clusters Score -25253.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25330.937500 Penalty: 539.592651
	Iteration 17F: 3 clusters Score -25330.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25397.433594 Penalty: 539.592651
	Iteration 18F: 3 clusters Score -25397.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25448.083984 Penalty: 539.592651
	Iteration 19F: 3 clusters Score -25448.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25464.021484 Penalty: 539.592651
	Iteration 20F: 3 clusters Score -25464.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25471.728516 Penalty: 539.592651
	Iteration 21Q: 3 clusters Score -25471.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25477.423828 Penalty: 539.592651
	Iteration 22Q: 3 clusters Score -25477.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25480.910156 Penalty: 539.592651
	Iteration 23Q: 3 clusters Score -25480.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25481.498047 Penalty: 539.592651
	Iteration 24Q: 3 clusters Score -25481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25483.097656 Penalty: 539.592651
	Iteration 25Q: 3 clusters Score -25483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25484.035156 Penalty: 539.592651
	Iteration 26Q: 3 clusters Score -25484.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25484.035156 Penalty: 539.592651
	Iteration 27F: 3 clusters Score -25484.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 711 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Entering Unmasked Estep 
Score: -42126996.000000 Penalty: 34310.375000
Splitting cluster 22 changes total score from -42116648.000000 to -42126996.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 23 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -152278.046875 Penalty: 348.470825
	Iteration 0F: 2 clusters Score -152278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -150769.031250 Penalty: 696.941650
	Iteration 0F: 3 clusters Score -150769 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -151326.984375 Penalty: 696.941650
	Iteration 1F: 3 clusters Score -151327 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -151461.453125 Penalty: 696.941650
	Iteration 2F: 3 clusters Score -151461.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -151562.000000 Penalty: 696.941650
	Iteration 3F: 3 clusters Score -151562 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151636.218750 Penalty: 696.941650
	Iteration 4F: 3 clusters Score -151636.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151696.046875 Penalty: 696.941650
	Iteration 5Q: 3 clusters Score -151696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151753.781250 Penalty: 696.941650
	Iteration 6Q: 3 clusters Score -151753.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -151807.437500 Penalty: 696.941650
	Iteration 7Q: 3 clusters Score -151807.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151854.328125 Penalty: 696.941650
	Iteration 8Q: 3 clusters Score -151854.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151882.312500 Penalty: 696.941650
	Iteration 9Q: 3 clusters Score -151882.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -151908.687500 Penalty: 696.941650
	Iteration 10Q: 3 clusters Score -151908.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151930.078125 Penalty: 696.941650
	Iteration 11Q: 3 clusters Score -151930.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151946.281250 Penalty: 696.941650
	Iteration 12Q: 3 clusters Score -151946.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151960.031250 Penalty: 696.941650
	Iteration 13Q: 3 clusters Score -151960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -151966.218750 Penalty: 696.941650
	Iteration 14Q: 3 clusters Score -151966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151979.875000 Penalty: 696.941650
	Iteration 15Q: 3 clusters Score -151979.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -151992.828125 Penalty: 696.941650
	Iteration 16Q: 3 clusters Score -151992.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -152009.953125 Penalty: 696.941650
	Iteration 17Q: 3 clusters Score -152010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152022.812500 Penalty: 696.941650
	Iteration 18Q: 3 clusters Score -152022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -152030.687500 Penalty: 696.941650
	Iteration 19Q: 3 clusters Score -152030.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152038.750000 Penalty: 696.941650
	Iteration 20F: 3 clusters Score -152038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -152044.406250 Penalty: 696.941650
	Iteration 21Q: 3 clusters Score -152044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -152047.656250 Penalty: 696.941650
	Iteration 22Q: 3 clusters Score -152047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -152050.250000 Penalty: 696.941650
	Iteration 23Q: 3 clusters Score -152050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152053.390625 Penalty: 696.941650
	Iteration 24Q: 3 clusters Score -152053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152055.234375 Penalty: 696.941650
	Iteration 25Q: 3 clusters Score -152055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -152059.515625 Penalty: 696.941650
	Iteration 26Q: 3 clusters Score -152059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152063.515625 Penalty: 696.941650
	Iteration 27Q: 3 clusters Score -152063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -152069.453125 Penalty: 696.941650
	Iteration 28Q: 3 clusters Score -152069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -152073.750000 Penalty: 696.941650
	Iteration 29Q: 3 clusters Score -152073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -152079.843750 Penalty: 696.941650
	Iteration 30Q: 3 clusters Score -152079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -152086.140625 Penalty: 696.941650
	Iteration 31Q: 3 clusters Score -152086.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -152090.843750 Penalty: 696.941650
	Iteration 32Q: 3 clusters Score -152090.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -152097.296875 Penalty: 696.941650
	Iteration 33Q: 3 clusters Score -152097.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -152108.234375 Penalty: 696.941650
	Iteration 34Q: 3 clusters Score -152108.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -152117.406250 Penalty: 696.941650
	Iteration 35Q: 3 clusters Score -152117.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -152126.062500 Penalty: 696.941650
	Iteration 36Q: 3 clusters Score -152126.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -152130.593750 Penalty: 696.941650
	Iteration 37Q: 3 clusters Score -152130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152135.062500 Penalty: 696.941650
	Iteration 38Q: 3 clusters Score -152135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -152140.734375 Penalty: 696.941650
	Iteration 39Q: 3 clusters Score -152140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -152142.281250 Penalty: 696.941650
	Iteration 40F: 3 clusters Score -152142.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -152145.234375 Penalty: 696.941650
	Iteration 41Q: 3 clusters Score -152145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -152147.062500 Penalty: 696.941650
	Iteration 42Q: 3 clusters Score -152147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -152150.968750 Penalty: 696.941650
	Iteration 43Q: 3 clusters Score -152151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -152152.546875 Penalty: 696.941650
	Iteration 44Q: 3 clusters Score -152152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -152156.093750 Penalty: 696.941650
	Iteration 45Q: 3 clusters Score -152156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -152158.906250 Penalty: 696.941650
	Iteration 46Q: 3 clusters Score -152158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -152159.421875 Penalty: 696.941650
	Iteration 47Q: 3 clusters Score -152159.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -152159.421875 Penalty: 696.941650
	Iteration 48F: 3 clusters Score -152159.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Entering Unmasked Estep 
Score: -1615305.625000 Penalty: 451.505249
	Iteration 0F: 2 clusters Score -1615306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1601665.500000 Penalty: 903.010498
	Iteration 0F: 3 clusters Score -1601666 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1607522.000000 Penalty: 903.010498
	Iteration 1F: 3 clusters Score -1607522 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1608100.375000 Penalty: 903.010498
	Iteration 2F: 3 clusters Score -1608100 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1609106.750000 Penalty: 903.010498
	Iteration 3F: 3 clusters Score -1609107 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1610490.125000 Penalty: 903.010498
	Iteration 4F: 3 clusters Score -1610490 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1611640.750000 Penalty: 903.010498
	Iteration 5F: 3 clusters Score -1611641 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1612286.750000 Penalty: 903.010498
	Iteration 6Q: 3 clusters Score -1612287 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1612704.750000 Penalty: 903.010498
	Iteration 7Q: 3 clusters Score -1612705 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1613017.125000 Penalty: 903.010498
	Iteration 8Q: 3 clusters Score -1613017 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1613262.625000 Penalty: 903.010498
	Iteration 9Q: 3 clusters Score -1613263 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1613510.500000 Penalty: 903.010498
	Iteration 10Q: 3 clusters Score -1613510 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1613750.000000 Penalty: 903.010498
	Iteration 11Q: 3 clusters Score -1613750 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1614000.375000 Penalty: 903.010498
	Iteration 12Q: 3 clusters Score -1614000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1614247.625000 Penalty: 903.010498
	Iteration 13Q: 3 clusters Score -1614248 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1614462.375000 Penalty: 903.010498
	Iteration 14Q: 3 clusters Score -1614462 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1614594.000000 Penalty: 903.010498
	Iteration 15Q: 3 clusters Score -1614594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1614693.125000 Penalty: 903.010498
	Iteration 16Q: 3 clusters Score -1614693 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1614762.500000 Penalty: 903.010498
	Iteration 17Q: 3 clusters Score -1614762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1614811.375000 Penalty: 903.010498
	Iteration 18Q: 3 clusters Score -1614811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1614843.750000 Penalty: 903.010498
	Iteration 19Q: 3 clusters Score -1614844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1614857.875000 Penalty: 903.010498
	Iteration 20F: 3 clusters Score -1614858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1614878.000000 Penalty: 903.010498
	Iteration 21Q: 3 clusters Score -1614878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1614891.000000 Penalty: 903.010498
	Iteration 22Q: 3 clusters Score -1614891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1614899.750000 Penalty: 903.010498
	Iteration 23Q: 3 clusters Score -1614900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1614903.625000 Penalty: 903.010498
	Iteration 24Q: 3 clusters Score -1614904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1614907.500000 Penalty: 903.010498
	Iteration 25Q: 3 clusters Score -1614908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1614913.125000 Penalty: 903.010498
	Iteration 26Q: 3 clusters Score -1614913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1614918.375000 Penalty: 903.010498
	Iteration 27Q: 3 clusters Score -1614918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1614924.375000 Penalty: 903.010498
	Iteration 28Q: 3 clusters Score -1614924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1614925.375000 Penalty: 903.010498
	Iteration 29Q: 3 clusters Score -1614925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1614925.625000 Penalty: 903.010498
	Iteration 30Q: 3 clusters Score -1614926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1614926.250000 Penalty: 903.010498
	Iteration 31Q: 3 clusters Score -1614926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1614926.250000 Penalty: 903.010498
	Iteration 32F: 3 clusters Score -1614926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -43042.535156 Penalty: 297.022095
	Iteration 0F: 2 clusters Score -43042.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -42467.457031 Penalty: 594.044189
	Iteration 0F: 3 clusters Score -42467.46 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42702.687500 Penalty: 594.044189
	Iteration 1F: 3 clusters Score -42702.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -42788.843750 Penalty: 594.044189
	Iteration 2F: 3 clusters Score -42788.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42857.269531 Penalty: 594.044189
	Iteration 3F: 3 clusters Score -42857.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42924.328125 Penalty: 594.044189
	Iteration 4F: 3 clusters Score -42924.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42964.875000 Penalty: 594.044189
	Iteration 5F: 3 clusters Score -42964.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42985.257812 Penalty: 594.044189
	Iteration 6Q: 3 clusters Score -42985.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42997.335938 Penalty: 594.044189
	Iteration 7Q: 3 clusters Score -42997.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43014.222656 Penalty: 594.044189
	Iteration 8Q: 3 clusters Score -43014.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43025.828125 Penalty: 594.044189
	Iteration 9Q: 3 clusters Score -43025.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43036.164062 Penalty: 594.044189
	Iteration 10Q: 3 clusters Score -43036.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -43039.453125 Penalty: 594.044189
	Iteration 11Q: 3 clusters Score -43039.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43041.542969 Penalty: 594.044189
	Iteration 12Q: 3 clusters Score -43041.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43041.859375 Penalty: 594.044189
	Iteration 13Q: 3 clusters Score -43041.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43041.859375 Penalty: 594.044189
	Iteration 14F: 3 clusters Score -43041.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8492.320312 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8492.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8522.024414 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8522.024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8526.816406 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8526.816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8529.104492 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8529.104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8531.220703 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8531.221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8531.220703 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -8531.221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -13029.145508 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -13029.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -12548.500977 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -12548.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12808.157227 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -12808.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12910.413086 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -12910.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12955.382812 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -12955.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12971.406250 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -12971.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -12974.940430 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -12974.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12976.435547 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -12976.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12978.661133 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -12978.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12980.473633 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -12980.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12980.820312 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -12980.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12981.039062 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -12981.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12981.039062 Penalty: 561.434570
	Iteration 11F: 3 clusters Score -12981.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -48008.265625 Penalty: 298.783600
	Iteration 0F: 2 clusters Score -48008.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47422.562500 Penalty: 597.567200
	Iteration 0F: 3 clusters Score -47422.56 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -47713.703125 Penalty: 597.567200
	Iteration 1F: 3 clusters Score -47713.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -47806.796875 Penalty: 597.567200
	Iteration 2F: 3 clusters Score -47806.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -47871.753906 Penalty: 597.567200
	Iteration 3F: 3 clusters Score -47871.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -47912.078125 Penalty: 597.567200
	Iteration 4Q: 3 clusters Score -47912.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -47933.191406 Penalty: 597.567200
	Iteration 5Q: 3 clusters Score -47933.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47953.902344 Penalty: 597.567200
	Iteration 6Q: 3 clusters Score -47953.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47966.000000 Penalty: 597.567200
	Iteration 7Q: 3 clusters Score -47966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -47975.453125 Penalty: 597.567200
	Iteration 8Q: 3 clusters Score -47975.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47980.214844 Penalty: 597.567200
	Iteration 9Q: 3 clusters Score -47980.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -47980.582031 Penalty: 597.567200
	Iteration 10Q: 3 clusters Score -47980.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47981.093750 Penalty: 597.567200
	Iteration 11Q: 3 clusters Score -47981.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47982.242188 Penalty: 597.567200
	Iteration 12Q: 3 clusters Score -47982.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47983.851562 Penalty: 597.567200
	Iteration 13Q: 3 clusters Score -47983.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -47986.707031 Penalty: 597.567200
	Iteration 14Q: 3 clusters Score -47986.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -47990.226562 Penalty: 597.567200
	Iteration 15Q: 3 clusters Score -47990.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -47994.675781 Penalty: 597.567200
	Iteration 16Q: 3 clusters Score -47994.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -48002.625000 Penalty: 597.567200
	Iteration 17Q: 3 clusters Score -48002.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -48007.996094 Penalty: 597.567200
	Iteration 18Q: 3 clusters Score -48008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48009.925781 Penalty: 597.567200
	Iteration 19Q: 3 clusters Score -48009.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48010.933594 Penalty: 597.567200
	Iteration 20F: 3 clusters Score -48010.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48011.539062 Penalty: 597.567200
	Iteration 21Q: 3 clusters Score -48011.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -48012.050781 Penalty: 597.567200
	Iteration 22Q: 3 clusters Score -48012.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48014.375000 Penalty: 597.567200
	Iteration 23Q: 3 clusters Score -48014.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48016.027344 Penalty: 597.567200
	Iteration 24Q: 3 clusters Score -48016.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -48016.027344 Penalty: 597.567200
	Iteration 25F: 3 clusters Score -48016.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Entering Unmasked Estep 
Score: -42126672.000000 Penalty: 34912.312500
Splitting cluster 28 changes total score from -42116648.000000 to -42126672.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 29 (47095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Entering Unmasked Estep 
Score: -3753990.000000 Penalty: 489.576447
	Iteration 0F: 2 clusters Score -3753990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3727057.500000 Penalty: 979.152893
	Iteration 0F: 3 clusters Score -3727058 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3744100.500000 Penalty: 979.152893
	Iteration 1F: 3 clusters Score -3744100 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3747663.750000 Penalty: 979.152893
	Iteration 2F: 3 clusters Score -3747664 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3751132.250000 Penalty: 979.152893
	Iteration 3F: 3 clusters Score -3751132 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3753187.750000 Penalty: 979.152893
	Iteration 4F: 3 clusters Score -3753188 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3753941.250000 Penalty: 979.152893
	Iteration 5Q: 3 clusters Score -3753941 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3754277.000000 Penalty: 979.152893
	Iteration 6Q: 3 clusters Score -3754277 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3754457.250000 Penalty: 979.152893
	Iteration 7Q: 3 clusters Score -3754457 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3754640.500000 Penalty: 979.152893
	Iteration 8Q: 3 clusters Score -3754640 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3754688.750000 Penalty: 979.152893
	Iteration 9Q: 3 clusters Score -3754689 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3754589.000000 Penalty: 979.152893
	Iteration 10Q: 3 clusters Score -3754589 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3754470.500000 Penalty: 979.152893
	Iteration 11Q: 3 clusters Score -3754470 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -3754272.500000 Penalty: 979.152893
	Iteration 12Q: 3 clusters Score -3754272 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3754007.750000 Penalty: 979.152893
	Iteration 13Q: 3 clusters Score -3754008 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -3753755.000000 Penalty: 979.152893
	Iteration 14Q: 3 clusters Score -3753755 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -3753616.000000 Penalty: 979.152893
	Iteration 15Q: 3 clusters Score -3753616 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -3753444.000000 Penalty: 979.152893
	Iteration 16Q: 3 clusters Score -3753444 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -3753273.750000 Penalty: 979.152893
	Iteration 17Q: 3 clusters Score -3753274 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -3753148.250000 Penalty: 979.152893
	Iteration 18Q: 3 clusters Score -3753148 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3753029.000000 Penalty: 979.152893
	Iteration 19Q: 3 clusters Score -3753029 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -3752957.000000 Penalty: 979.152893
	Iteration 20F: 3 clusters Score -3752957 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3752842.750000 Penalty: 979.152893
	Iteration 21Q: 3 clusters Score -3752843 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3752723.250000 Penalty: 979.152893
	Iteration 22Q: 3 clusters Score -3752723 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -3752662.750000 Penalty: 979.152893
	Iteration 23Q: 3 clusters Score -3752663 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -3752591.250000 Penalty: 979.152893
	Iteration 24Q: 3 clusters Score -3752591 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -3752502.750000 Penalty: 979.152893
	Iteration 25Q: 3 clusters Score -3752503 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3752451.000000 Penalty: 979.152893
	Iteration 26Q: 3 clusters Score -3752451 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -3752374.750000 Penalty: 979.152893
	Iteration 27Q: 3 clusters Score -3752375 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3752316.500000 Penalty: 979.152893
	Iteration 28Q: 3 clusters Score -3752316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -3752287.250000 Penalty: 979.152893
	Iteration 29Q: 3 clusters Score -3752287 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -3752286.250000 Penalty: 979.152893
	Iteration 30Q: 3 clusters Score -3752286 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -3752271.750000 Penalty: 979.152893
	Iteration 31Q: 3 clusters Score -3752272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -3752228.750000 Penalty: 979.152893
	Iteration 32Q: 3 clusters Score -3752229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -3752233.250000 Penalty: 979.152893
	Iteration 33Q: 3 clusters Score -3752233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -3752234.500000 Penalty: 979.152893
	Iteration 34Q: 3 clusters Score -3752234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3752284.250000 Penalty: 979.152893
	Iteration 35Q: 3 clusters Score -3752284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -3752353.500000 Penalty: 979.152893
	Iteration 36Q: 3 clusters Score -3752354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -3752493.250000 Penalty: 979.152893
	Iteration 37Q: 3 clusters Score -3752493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -3752580.000000 Penalty: 979.152893
	Iteration 38Q: 3 clusters Score -3752580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -3752650.750000 Penalty: 979.152893
	Iteration 39Q: 3 clusters Score -3752651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -3752706.250000 Penalty: 979.152893
	Iteration 40F: 3 clusters Score -3752706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -3752799.000000 Penalty: 979.152893
	Iteration 41Q: 3 clusters Score -3752799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -3752883.500000 Penalty: 979.152893
	Iteration 42Q: 3 clusters Score -3752884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -3752988.500000 Penalty: 979.152893
	Iteration 43Q: 3 clusters Score -3752988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -3753079.250000 Penalty: 979.152893
	Iteration 44Q: 3 clusters Score -3753079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -3753196.500000 Penalty: 979.152893
	Iteration 45Q: 3 clusters Score -3753196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -3753275.250000 Penalty: 979.152893
	Iteration 46Q: 3 clusters Score -3753275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -3753361.500000 Penalty: 979.152893
	Iteration 47Q: 3 clusters Score -3753362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -3753418.000000 Penalty: 979.152893
	Iteration 48Q: 3 clusters Score -3753418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -3753467.250000 Penalty: 979.152893
	Iteration 49Q: 3 clusters Score -3753467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -3753513.250000 Penalty: 979.152893
	Iteration 50Q: 3 clusters Score -3753513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -3753573.750000 Penalty: 979.152893
	Iteration 51Q: 3 clusters Score -3753574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -3753674.500000 Penalty: 979.152893
	Iteration 52Q: 3 clusters Score -3753674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -3753783.500000 Penalty: 979.152893
	Iteration 53Q: 3 clusters Score -3753784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -3753817.750000 Penalty: 979.152893
	Iteration 54Q: 3 clusters Score -3753818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -3753932.750000 Penalty: 979.152893
	Iteration 55Q: 3 clusters Score -3753933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -3753962.500000 Penalty: 979.152893
	Iteration 56Q: 3 clusters Score -3753962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -3754017.250000 Penalty: 979.152893
	Iteration 57Q: 3 clusters Score -3754017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -3754069.000000 Penalty: 979.152893
	Iteration 58Q: 3 clusters Score -3754069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -3754121.250000 Penalty: 979.152893
	Iteration 59Q: 3 clusters Score -3754121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -3754161.000000 Penalty: 979.152893
	Iteration 60F: 3 clusters Score -3754161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -3754180.000000 Penalty: 979.152893
	Iteration 61Q: 3 clusters Score -3754180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -3754239.000000 Penalty: 979.152893
	Iteration 62Q: 3 clusters Score -3754239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -3754245.250000 Penalty: 979.152893
	Iteration 63Q: 3 clusters Score -3754245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -3754287.750000 Penalty: 979.152893
	Iteration 64Q: 3 clusters Score -3754288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -3754326.250000 Penalty: 979.152893
	Iteration 65Q: 3 clusters Score -3754326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -3754325.750000 Penalty: 979.152893
	Iteration 66Q: 3 clusters Score -3754326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -3754318.000000 Penalty: 979.152893
	Iteration 67Q: 3 clusters Score -3754318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -3754338.250000 Penalty: 979.152893
	Iteration 68Q: 3 clusters Score -3754338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -3754345.500000 Penalty: 979.152893
	Iteration 69Q: 3 clusters Score -3754346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -3754350.500000 Penalty: 979.152893
	Iteration 70Q: 3 clusters Score -3754350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -3754361.500000 Penalty: 979.152893
	Iteration 71Q: 3 clusters Score -3754362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -3754368.500000 Penalty: 979.152893
	Iteration 72Q: 3 clusters Score -3754368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -3754390.500000 Penalty: 979.152893
	Iteration 73Q: 3 clusters Score -3754390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -3754398.250000 Penalty: 979.152893
	Iteration 74Q: 3 clusters Score -3754398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -3754398.750000 Penalty: 979.152893
	Iteration 75Q: 3 clusters Score -3754399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -3754416.750000 Penalty: 979.152893
	Iteration 76Q: 3 clusters Score -3754417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -3754414.750000 Penalty: 979.152893
	Iteration 77Q: 3 clusters Score -3754415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -3754430.500000 Penalty: 979.152893
	Iteration 78Q: 3 clusters Score -3754430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -3754438.750000 Penalty: 979.152893
	Iteration 79Q: 3 clusters Score -3754439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -3754440.250000 Penalty: 979.152893
	Iteration 80F: 3 clusters Score -3754440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -3754438.250000 Penalty: 979.152893
	Iteration 81Q: 3 clusters Score -3754438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -3754436.000000 Penalty: 979.152893
	Iteration 82Q: 3 clusters Score -3754436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -3754437.750000 Penalty: 979.152893
	Iteration 83Q: 3 clusters Score -3754438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -3754436.750000 Penalty: 979.152893
	Iteration 84Q: 3 clusters Score -3754437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -3754432.250000 Penalty: 979.152893
	Iteration 85Q: 3 clusters Score -3754432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -3754444.000000 Penalty: 979.152893
	Iteration 86Q: 3 clusters Score -3754444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -3754441.750000 Penalty: 979.152893
	Iteration 87Q: 3 clusters Score -3754442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -3754438.250000 Penalty: 979.152893
	Iteration 88Q: 3 clusters Score -3754438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -3754440.000000 Penalty: 979.152893
	Iteration 89Q: 3 clusters Score -3754440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -3754436.750000 Penalty: 979.152893
	Iteration 90Q: 3 clusters Score -3754437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -3754443.000000 Penalty: 979.152893
	Iteration 91Q: 3 clusters Score -3754443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -3754443.000000 Penalty: 979.152893
	Iteration 92F: 3 clusters Score -3754443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 34203 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Entering Unmasked Estep 
Score: -42126852.000000 Penalty: 35514.250000
Splitting cluster 29 changes total score from -42116648.000000 to -42126852.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 30 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -39092.800781 Penalty: 284.810974
	Iteration 0F: 2 clusters Score -39092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38585.906250 Penalty: 569.621948
	Iteration 0F: 3 clusters Score -38585.91 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38695.816406 Penalty: 569.621948
	Iteration 1F: 3 clusters Score -38695.82 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38737.703125 Penalty: 569.621948
	Iteration 2F: 3 clusters Score -38737.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -38776.246094 Penalty: 569.621948
	Iteration 3F: 3 clusters Score -38776.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38818.746094 Penalty: 569.621948
	Iteration 4F: 3 clusters Score -38818.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38865.285156 Penalty: 569.621948
	Iteration 5F: 3 clusters Score -38865.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38888.031250 Penalty: 569.621948
	Iteration 6Q: 3 clusters Score -38888.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38895.500000 Penalty: 569.621948
	Iteration 7Q: 3 clusters Score -38895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -38899.234375 Penalty: 569.621948
	Iteration 8Q: 3 clusters Score -38899.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -38908.027344 Penalty: 569.621948
	Iteration 9Q: 3 clusters Score -38908.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38913.777344 Penalty: 569.621948
	Iteration 10Q: 3 clusters Score -38913.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38917.062500 Penalty: 569.621948
	Iteration 11Q: 3 clusters Score -38917.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -38922.265625 Penalty: 569.621948
	Iteration 12Q: 3 clusters Score -38922.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -38927.066406 Penalty: 569.621948
	Iteration 13Q: 3 clusters Score -38927.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -38930.375000 Penalty: 569.621948
	Iteration 14Q: 3 clusters Score -38930.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -38932.046875 Penalty: 569.621948
	Iteration 15Q: 3 clusters Score -38932.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -38933.226562 Penalty: 569.621948
	Iteration 16Q: 3 clusters Score -38933.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -38933.226562 Penalty: 569.621948
	Iteration 17F: 3 clusters Score -38933.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (34203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Entering Unmasked Estep 
Score: -2772492.000000 Penalty: 475.023102
	Iteration 0F: 2 clusters Score -2772492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2752695.250000 Penalty: 950.046204
	Iteration 0F: 3 clusters Score -2752695 nChanged 16514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2762547.000000 Penalty: 950.046204
	Iteration 1F: 3 clusters Score -2762547 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2763144.750000 Penalty: 950.046204
	Iteration 2Q: 3 clusters Score -2763145 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2764043.000000 Penalty: 950.046204
	Iteration 3F: 3 clusters Score -2764043 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2765311.250000 Penalty: 950.046204
	Iteration 4F: 3 clusters Score -2765311 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2766867.750000 Penalty: 950.046204
	Iteration 5F: 3 clusters Score -2766868 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2768296.250000 Penalty: 950.046204
	Iteration 6F: 3 clusters Score -2768296 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2769209.250000 Penalty: 950.046204
	Iteration 7F: 3 clusters Score -2769209 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2769612.000000 Penalty: 950.046204
	Iteration 8Q: 3 clusters Score -2769612 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2769782.250000 Penalty: 950.046204
	Iteration 9Q: 3 clusters Score -2769782 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2769973.250000 Penalty: 950.046204
	Iteration 10Q: 3 clusters Score -2769973 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2770192.250000 Penalty: 950.046204
	Iteration 11Q: 3 clusters Score -2770192 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2770380.750000 Penalty: 950.046204
	Iteration 12Q: 3 clusters Score -2770381 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2770610.250000 Penalty: 950.046204
	Iteration 13Q: 3 clusters Score -2770610 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2770906.500000 Penalty: 950.046204
	Iteration 14Q: 3 clusters Score -2770906 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2771246.500000 Penalty: 950.046204
	Iteration 15Q: 3 clusters Score -2771246 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2771593.750000 Penalty: 950.046204
	Iteration 16Q: 3 clusters Score -2771594 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2771939.250000 Penalty: 950.046204
	Iteration 17Q: 3 clusters Score -2771939 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2772271.250000 Penalty: 950.046204
	Iteration 18Q: 3 clusters Score -2772271 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2772527.250000 Penalty: 950.046204
	Iteration 19Q: 3 clusters Score -2772527 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2772801.750000 Penalty: 950.046204
	Iteration 20F: 3 clusters Score -2772802 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2773120.000000 Penalty: 950.046204
	Iteration 21Q: 3 clusters Score -2773120 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2773379.250000 Penalty: 950.046204
	Iteration 22Q: 3 clusters Score -2773379 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2773577.500000 Penalty: 950.046204
	Iteration 23Q: 3 clusters Score -2773578 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2773739.250000 Penalty: 950.046204
	Iteration 24Q: 3 clusters Score -2773739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2773825.750000 Penalty: 950.046204
	Iteration 25Q: 3 clusters Score -2773826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2773878.750000 Penalty: 950.046204
	Iteration 26Q: 3 clusters Score -2773879 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2773921.000000 Penalty: 950.046204
	Iteration 27Q: 3 clusters Score -2773921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2773970.750000 Penalty: 950.046204
	Iteration 28Q: 3 clusters Score -2773971 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2774000.750000 Penalty: 950.046204
	Iteration 29Q: 3 clusters Score -2774001 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2774010.250000 Penalty: 950.046204
	Iteration 30Q: 3 clusters Score -2774010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2774019.250000 Penalty: 950.046204
	Iteration 31Q: 3 clusters Score -2774019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2774024.750000 Penalty: 950.046204
	Iteration 32Q: 3 clusters Score -2774025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2774031.000000 Penalty: 950.046204
	Iteration 33Q: 3 clusters Score -2774031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2774030.500000 Penalty: 950.046204
	Iteration 34Q: 3 clusters Score -2774030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2774037.000000 Penalty: 950.046204
	Iteration 35Q: 3 clusters Score -2774037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2774044.750000 Penalty: 950.046204
	Iteration 36Q: 3 clusters Score -2774045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2774041.750000 Penalty: 950.046204
	Iteration 37Q: 3 clusters Score -2774042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2774038.750000 Penalty: 950.046204
	Iteration 38Q: 3 clusters Score -2774039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2774034.500000 Penalty: 950.046204
	Iteration 39Q: 3 clusters Score -2774034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2774036.750000 Penalty: 950.046204
	Iteration 40F: 3 clusters Score -2774037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2774037.750000 Penalty: 950.046204
	Iteration 41Q: 3 clusters Score -2774038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2774035.000000 Penalty: 950.046204
	Iteration 42Q: 3 clusters Score -2774035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2774036.000000 Penalty: 950.046204
	Iteration 43Q: 3 clusters Score -2774036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2774036.250000 Penalty: 950.046204
	Iteration 44Q: 3 clusters Score -2774036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2774034.250000 Penalty: 950.046204
	Iteration 45Q: 3 clusters Score -2774034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2774034.250000 Penalty: 950.046204
	Iteration 46F: 3 clusters Score -2774034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 30372 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Entering Unmasked Estep 
Score: -42128340.000000 Penalty: 36116.187500
Splitting cluster 31 changes total score from -42116648.000000 to -42128340.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 32 (26144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Entering Unmasked Estep 
Score: -1957002.125000 Penalty: 462.797577
	Iteration 0F: 2 clusters Score -1957002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1939462.000000 Penalty: 925.595154
	Iteration 0F: 3 clusters Score -1939462 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1946687.250000 Penalty: 925.595154
	Iteration 1F: 3 clusters Score -1946687 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1947072.250000 Penalty: 925.595154
	Iteration 2Q: 3 clusters Score -1947072 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1947667.750000 Penalty: 925.595154
	Iteration 3Q: 3 clusters Score -1947668 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1948574.000000 Penalty: 925.595154
	Iteration 4F: 3 clusters Score -1948574 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1949848.750000 Penalty: 925.595154
	Iteration 5F: 3 clusters Score -1949849 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1951591.125000 Penalty: 925.595154
	Iteration 6F: 3 clusters Score -1951591 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1953481.250000 Penalty: 925.595154
	Iteration 7F: 3 clusters Score -1953481 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1955043.625000 Penalty: 925.595154
	Iteration 8F: 3 clusters Score -1955044 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1955952.125000 Penalty: 925.595154
	Iteration 9Q: 3 clusters Score -1955952 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1956355.625000 Penalty: 925.595154
	Iteration 10Q: 3 clusters Score -1956356 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1956516.125000 Penalty: 925.595154
	Iteration 11Q: 3 clusters Score -1956516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1956579.875000 Penalty: 925.595154
	Iteration 12Q: 3 clusters Score -1956580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1956600.375000 Penalty: 925.595154
	Iteration 13Q: 3 clusters Score -1956600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1956616.500000 Penalty: 925.595154
	Iteration 14Q: 3 clusters Score -1956616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1956623.625000 Penalty: 925.595154
	Iteration 15Q: 3 clusters Score -1956624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1956630.875000 Penalty: 925.595154
	Iteration 16Q: 3 clusters Score -1956631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1956631.625000 Penalty: 925.595154
	Iteration 17Q: 3 clusters Score -1956632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1956631.625000 Penalty: 925.595154
	Iteration 18Q: 3 clusters Score -1956632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1956631.625000 Penalty: 925.595154
	Iteration 19F: 3 clusters Score -1956632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (24035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Entering Unmasked Estep 
Score: -1943683.875000 Penalty: 458.970612
	Iteration 0F: 2 clusters Score -1943684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1928292.750000 Penalty: 917.941223
	Iteration 0F: 3 clusters Score -1928293 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1934981.125000 Penalty: 917.941223
	Iteration 1F: 3 clusters Score -1934981 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1935404.000000 Penalty: 917.941223
	Iteration 2F: 3 clusters Score -1935404 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1935885.875000 Penalty: 917.941223
	Iteration 3Q: 3 clusters Score -1935886 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1936604.500000 Penalty: 917.941223
	Iteration 4Q: 3 clusters Score -1936604 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1937658.375000 Penalty: 917.941223
	Iteration 5F: 3 clusters Score -1937658 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1938969.500000 Penalty: 917.941223
	Iteration 6F: 3 clusters Score -1938970 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1940201.000000 Penalty: 917.941223
	Iteration 7F: 3 clusters Score -1940201 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1941035.500000 Penalty: 917.941223
	Iteration 8Q: 3 clusters Score -1941036 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1941607.250000 Penalty: 917.941223
	Iteration 9Q: 3 clusters Score -1941607 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1942011.125000 Penalty: 917.941223
	Iteration 10Q: 3 clusters Score -1942011 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1942264.750000 Penalty: 917.941223
	Iteration 11Q: 3 clusters Score -1942265 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1942417.125000 Penalty: 917.941223
	Iteration 12Q: 3 clusters Score -1942417 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -1942547.000000 Penalty: 917.941223
	Iteration 13Q: 3 clusters Score -1942547 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1942673.000000 Penalty: 917.941223
	Iteration 14Q: 3 clusters Score -1942673 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -1942757.625000 Penalty: 917.941223
	Iteration 15Q: 3 clusters Score -1942758 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1942832.000000 Penalty: 917.941223
	Iteration 16Q: 3 clusters Score -1942832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1942887.500000 Penalty: 917.941223
	Iteration 17Q: 3 clusters Score -1942888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1942956.250000 Penalty: 917.941223
	Iteration 18Q: 3 clusters Score -1942956 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1943022.000000 Penalty: 917.941223
	Iteration 19Q: 3 clusters Score -1943022 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1943083.125000 Penalty: 917.941223
	Iteration 20F: 3 clusters Score -1943083 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -1943142.125000 Penalty: 917.941223
	Iteration 21Q: 3 clusters Score -1943142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1943200.250000 Penalty: 917.941223
	Iteration 22Q: 3 clusters Score -1943200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1943260.750000 Penalty: 917.941223
	Iteration 23Q: 3 clusters Score -1943261 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1943316.000000 Penalty: 917.941223
	Iteration 24Q: 3 clusters Score -1943316 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1943349.750000 Penalty: 917.941223
	Iteration 25Q: 3 clusters Score -1943350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1943401.000000 Penalty: 917.941223
	Iteration 26Q: 3 clusters Score -1943401 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1943454.750000 Penalty: 917.941223
	Iteration 27Q: 3 clusters Score -1943455 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1943491.625000 Penalty: 917.941223
	Iteration 28Q: 3 clusters Score -1943492 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1943527.500000 Penalty: 917.941223
	Iteration 29Q: 3 clusters Score -1943528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1943549.125000 Penalty: 917.941223
	Iteration 30Q: 3 clusters Score -1943549 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1943559.375000 Penalty: 917.941223
	Iteration 31Q: 3 clusters Score -1943559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1943575.125000 Penalty: 917.941223
	Iteration 32Q: 3 clusters Score -1943575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1943571.625000 Penalty: 917.941223
	Iteration 33Q: 3 clusters Score -1943572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1943574.625000 Penalty: 917.941223
	Iteration 34Q: 3 clusters Score -1943575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1943574.250000 Penalty: 917.941223
	Iteration 35Q: 3 clusters Score -1943574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1943578.000000 Penalty: 917.941223
	Iteration 36Q: 3 clusters Score -1943578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1943578.125000 Penalty: 917.941223
	Iteration 37Q: 3 clusters Score -1943578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1943577.000000 Penalty: 917.941223
	Iteration 38Q: 3 clusters Score -1943577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1943575.750000 Penalty: 917.941223
	Iteration 39Q: 3 clusters Score -1943576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1943578.500000 Penalty: 917.941223
	Iteration 40F: 3 clusters Score -1943578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1943579.250000 Penalty: 917.941223
	Iteration 41Q: 3 clusters Score -1943579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1943578.750000 Penalty: 917.941223
	Iteration 42Q: 3 clusters Score -1943579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1943580.500000 Penalty: 917.941223
	Iteration 43Q: 3 clusters Score -1943580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1943582.250000 Penalty: 917.941223
	Iteration 44Q: 3 clusters Score -1943582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1943586.125000 Penalty: 917.941223
	Iteration 45Q: 3 clusters Score -1943586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1943584.375000 Penalty: 917.941223
	Iteration 46Q: 3 clusters Score -1943584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1943583.750000 Penalty: 917.941223
	Iteration 47Q: 3 clusters Score -1943584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1943584.875000 Penalty: 917.941223
	Iteration 48Q: 3 clusters Score -1943585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1943582.250000 Penalty: 917.941223
	Iteration 49Q: 3 clusters Score -1943582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1943583.250000 Penalty: 917.941223
	Iteration 50Q: 3 clusters Score -1943583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1943584.125000 Penalty: 917.941223
	Iteration 51Q: 3 clusters Score -1943584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1943584.125000 Penalty: 917.941223
	Iteration 52F: 3 clusters Score -1943584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -24500.304688 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -24500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24014.978516 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -24014.98 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24174.585938 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -24174.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24234.792969 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -24234.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24308.867188 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -24308.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24338.492188 Penalty: 567.509644
	Iteration 4F: 3 clusters Score -24338.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24351.917969 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -24351.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24367.222656 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -24367.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24375.439453 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -24375.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24387.082031 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -24387.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24391.533203 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -24391.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24392.292969 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -24392.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24392.734375 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -24392.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -24392.734375 Penalty: 567.509644
	Iteration 12F: 3 clusters Score -24392.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Entering Unmasked Estep 
Score: -2448584.750000 Penalty: 469.618103
	Iteration 0F: 2 clusters Score -2448585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2430373.000000 Penalty: 939.236206
	Iteration 0F: 3 clusters Score -2430373 nChanged 14541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2438791.500000 Penalty: 939.236206
	Iteration 1F: 3 clusters Score -2438792 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2439353.250000 Penalty: 939.236206
	Iteration 2Q: 3 clusters Score -2439353 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2440339.250000 Penalty: 939.236206
	Iteration 3F: 3 clusters Score -2440339 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2442042.000000 Penalty: 939.236206
	Iteration 4F: 3 clusters Score -2442042 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2444242.000000 Penalty: 939.236206
	Iteration 5F: 3 clusters Score -2444242 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2446360.500000 Penalty: 939.236206
	Iteration 6F: 3 clusters Score -2446360 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2447548.000000 Penalty: 939.236206
	Iteration 7F: 3 clusters Score -2447548 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2447998.250000 Penalty: 939.236206
	Iteration 8Q: 3 clusters Score -2447998 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2448282.750000 Penalty: 939.236206
	Iteration 9Q: 3 clusters Score -2448283 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2448561.000000 Penalty: 939.236206
	Iteration 10Q: 3 clusters Score -2448561 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2448795.000000 Penalty: 939.236206
	Iteration 11Q: 3 clusters Score -2448795 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2448983.250000 Penalty: 939.236206
	Iteration 12Q: 3 clusters Score -2448983 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2449148.000000 Penalty: 939.236206
	Iteration 13Q: 3 clusters Score -2449148 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2449290.250000 Penalty: 939.236206
	Iteration 14Q: 3 clusters Score -2449290 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2449397.750000 Penalty: 939.236206
	Iteration 15Q: 3 clusters Score -2449398 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2449488.250000 Penalty: 939.236206
	Iteration 16Q: 3 clusters Score -2449488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2449564.500000 Penalty: 939.236206
	Iteration 17Q: 3 clusters Score -2449564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2449624.500000 Penalty: 939.236206
	Iteration 18Q: 3 clusters Score -2449624 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2449665.000000 Penalty: 939.236206
	Iteration 19Q: 3 clusters Score -2449665 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2449690.500000 Penalty: 939.236206
	Iteration 20F: 3 clusters Score -2449690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2449711.500000 Penalty: 939.236206
	Iteration 21Q: 3 clusters Score -2449712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2449727.750000 Penalty: 939.236206
	Iteration 22Q: 3 clusters Score -2449728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2449738.750000 Penalty: 939.236206
	Iteration 23Q: 3 clusters Score -2449739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2449760.000000 Penalty: 939.236206
	Iteration 24Q: 3 clusters Score -2449760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2449767.750000 Penalty: 939.236206
	Iteration 25Q: 3 clusters Score -2449768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2449774.500000 Penalty: 939.236206
	Iteration 26Q: 3 clusters Score -2449774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2449773.250000 Penalty: 939.236206
	Iteration 27Q: 3 clusters Score -2449773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2449784.000000 Penalty: 939.236206
	Iteration 28Q: 3 clusters Score -2449784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2449787.750000 Penalty: 939.236206
	Iteration 29Q: 3 clusters Score -2449788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2449798.000000 Penalty: 939.236206
	Iteration 30Q: 3 clusters Score -2449798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2449798.000000 Penalty: 939.236206
	Iteration 31Q: 3 clusters Score -2449798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2449795.750000 Penalty: 939.236206
	Iteration 32Q: 3 clusters Score -2449796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2449801.750000 Penalty: 939.236206
	Iteration 33Q: 3 clusters Score -2449802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2449799.750000 Penalty: 939.236206
	Iteration 34Q: 3 clusters Score -2449800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2449799.750000 Penalty: 939.236206
	Iteration 35Q: 3 clusters Score -2449800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2449800.500000 Penalty: 939.236206
	Iteration 36Q: 3 clusters Score -2449800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2449805.500000 Penalty: 939.236206
	Iteration 37Q: 3 clusters Score -2449806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2449807.250000 Penalty: 939.236206
	Iteration 38Q: 3 clusters Score -2449807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2449804.500000 Penalty: 939.236206
	Iteration 39Q: 3 clusters Score -2449804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2449807.250000 Penalty: 939.236206
	Iteration 40F: 3 clusters Score -2449807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2449810.500000 Penalty: 939.236206
	Iteration 41Q: 3 clusters Score -2449810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2449808.500000 Penalty: 939.236206
	Iteration 42Q: 3 clusters Score -2449808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2449808.500000 Penalty: 939.236206
	Iteration 43Q: 3 clusters Score -2449808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2449808.250000 Penalty: 939.236206
	Iteration 44Q: 3 clusters Score -2449808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2449807.500000 Penalty: 939.236206
	Iteration 45Q: 3 clusters Score -2449808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2449809.000000 Penalty: 939.236206
	Iteration 46Q: 3 clusters Score -2449809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2449814.000000 Penalty: 939.236206
	Iteration 47Q: 3 clusters Score -2449814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2449813.750000 Penalty: 939.236206
	Iteration 48Q: 3 clusters Score -2449814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2449811.500000 Penalty: 939.236206
	Iteration 49Q: 3 clusters Score -2449812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2449814.500000 Penalty: 939.236206
	Iteration 50Q: 3 clusters Score -2449814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2449814.000000 Penalty: 939.236206
	Iteration 51Q: 3 clusters Score -2449814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2449815.500000 Penalty: 939.236206
	Iteration 52Q: 3 clusters Score -2449816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2449817.750000 Penalty: 939.236206
	Iteration 53Q: 3 clusters Score -2449818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2449819.750000 Penalty: 939.236206
	Iteration 54Q: 3 clusters Score -2449820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2449822.000000 Penalty: 939.236206
	Iteration 55Q: 3 clusters Score -2449822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2449817.500000 Penalty: 939.236206
	Iteration 56Q: 3 clusters Score -2449818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2449817.500000 Penalty: 939.236206
	Iteration 57Q: 3 clusters Score -2449818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2449820.500000 Penalty: 939.236206
	Iteration 58Q: 3 clusters Score -2449820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2449817.750000 Penalty: 939.236206
	Iteration 59Q: 3 clusters Score -2449818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2449815.000000 Penalty: 939.236206
	Iteration 60F: 3 clusters Score -2449815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2449817.250000 Penalty: 939.236206
	Iteration 61Q: 3 clusters Score -2449817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2449813.500000 Penalty: 939.236206
	Iteration 62Q: 3 clusters Score -2449814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2449813.250000 Penalty: 939.236206
	Iteration 63Q: 3 clusters Score -2449813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2449813.500000 Penalty: 939.236206
	Iteration 64Q: 3 clusters Score -2449814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2449816.000000 Penalty: 939.236206
	Iteration 65Q: 3 clusters Score -2449816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2449817.500000 Penalty: 939.236206
	Iteration 66Q: 3 clusters Score -2449818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2449821.500000 Penalty: 939.236206
	Iteration 67Q: 3 clusters Score -2449822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2449822.750000 Penalty: 939.236206
	Iteration 68Q: 3 clusters Score -2449823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2449825.750000 Penalty: 939.236206
	Iteration 69Q: 3 clusters Score -2449826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2449825.750000 Penalty: 939.236206
	Iteration 70F: 3 clusters Score -2449826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 4533 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Entering Unmasked Estep 
Score: -42129364.000000 Penalty: 36718.121094
Splitting cluster 35 changes total score from -42116648.000000 to -42129364.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 36 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -329506.312500 Penalty: 383.070831
	Iteration 0F: 2 clusters Score -329506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -326419.468750 Penalty: 766.141663
	Iteration 0F: 3 clusters Score -326419.5 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -327576.031250 Penalty: 766.141663
	Iteration 1F: 3 clusters Score -327576 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -327718.281250 Penalty: 766.141663
	Iteration 2F: 3 clusters Score -327718.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -327885.312500 Penalty: 766.141663
	Iteration 3F: 3 clusters Score -327885.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -328110.812500 Penalty: 766.141663
	Iteration 4F: 3 clusters Score -328110.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -328374.812500 Penalty: 766.141663
	Iteration 5F: 3 clusters Score -328374.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -328633.687500 Penalty: 766.141663
	Iteration 6F: 3 clusters Score -328633.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -328874.031250 Penalty: 766.141663
	Iteration 7F: 3 clusters Score -328874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -329154.125000 Penalty: 766.141663
	Iteration 8Q: 3 clusters Score -329154.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -329524.187500 Penalty: 766.141663
	Iteration 9Q: 3 clusters Score -329524.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -329684.968750 Penalty: 766.141663
	Iteration 10Q: 3 clusters Score -329685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -329743.437500 Penalty: 766.141663
	Iteration 11Q: 3 clusters Score -329743.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -329811.687500 Penalty: 766.141663
	Iteration 12Q: 3 clusters Score -329811.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -329901.343750 Penalty: 766.141663
	Iteration 13Q: 3 clusters Score -329901.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -330019.218750 Penalty: 766.141663
	Iteration 14Q: 3 clusters Score -330019.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -330146.031250 Penalty: 766.141663
	Iteration 15Q: 3 clusters Score -330146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -330248.843750 Penalty: 766.141663
	Iteration 16Q: 3 clusters Score -330248.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -330358.500000 Penalty: 766.141663
	Iteration 17Q: 3 clusters Score -330358.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -330453.281250 Penalty: 766.141663
	Iteration 18Q: 3 clusters Score -330453.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -330553.531250 Penalty: 766.141663
	Iteration 19Q: 3 clusters Score -330553.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -330734.281250 Penalty: 766.141663
	Iteration 20F: 3 clusters Score -330734.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -331046.843750 Penalty: 766.141663
	Iteration 21Q: 3 clusters Score -331046.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -331352.875000 Penalty: 766.141663
	Iteration 22Q: 3 clusters Score -331352.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -331396.156250 Penalty: 766.141663
	Iteration 23Q: 3 clusters Score -331396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -331399.343750 Penalty: 766.141663
	Iteration 24Q: 3 clusters Score -331399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -331398.906250 Penalty: 766.141663
	Iteration 25Q: 3 clusters Score -331398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -331398.906250 Penalty: 766.141663
	Iteration 26F: 3 clusters Score -331398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 582 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Mstep: Class 62 contains 2416 members 
Entering Unmasked Estep 
Score: -42131076.000000 Penalty: 37320.058594
Splitting cluster 36 changes total score from -42116648.000000 to -42131076.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 37 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -57586.031250 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -57586.03 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 376 members 
Entering Unmasked Estep 
Score: -56916.539062 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -56916.54 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -57102.398438 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -57102.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -57146.882812 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -57146.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57179.718750 Penalty: 601.450806
	Iteration 3F: 3 clusters Score -57179.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -57201.941406 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -57201.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -57218.441406 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -57218.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -57237.453125 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -57237.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -57254.785156 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -57254.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57278.175781 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -57278.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -57300.609375 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -57300.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -57319.281250 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -57319.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57327.003906 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -57327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -57331.058594 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -57331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57332.246094 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -57332.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -57333.558594 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -57333.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -57334.449219 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -57334.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57335.386719 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -57335.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -57338.035156 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -57338.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -57342.273438 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -57342.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57344.632812 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -57344.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -57346.042969 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -57346.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -57347.199219 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -57347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -57348.433594 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -57348.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57351.390625 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -57351.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -57354.742188 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -57354.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -57359.578125 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -57359.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -57362.902344 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -57362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -57363.351562 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -57363.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -57367.468750 Penalty: 601.450806
	Iteration 28Q: 3 clusters Score -57367.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -57370.351562 Penalty: 601.450806
	Iteration 29Q: 3 clusters Score -57370.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -57370.902344 Penalty: 601.450806
	Iteration 30Q: 3 clusters Score -57370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -57371.089844 Penalty: 601.450806
	Iteration 31Q: 3 clusters Score -57371.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -57371.089844 Penalty: 601.450806
	Iteration 32F: 3 clusters Score -57371.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -20737.058594 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -20737.06 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 290 members 
Entering Unmasked Estep 
Score: -20213.376953 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -20213.38 nChanged 218
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: -20488.410156 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -20488.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20598.601562 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -20598.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20671.042969 Penalty: 579.348816
	Iteration 3F: 3 clusters Score -20671.04 nChanged 28
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: -20699.623047 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -20699.62 nChanged 12
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: -20711.234375 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -20711.23 nChanged 12
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: -20726.892578 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -20726.89 nChanged 17
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: -20743.554688 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -20743.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20753.927734 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -20753.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20759.404297 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -20759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20763.218750 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -20763.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20765.417969 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -20765.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20766.591797 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -20766.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20766.951172 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -20766.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20767.070312 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -20767.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20767.167969 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -20767.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20767.167969 Penalty: 579.348816
	Iteration 16F: 3 clusters Score -20767.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 290 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Mstep: Class 62 contains 2416 members 
Mstep: Class 63 contains 306 members 
Entering Unmasked Estep 
Score: -42130760.000000 Penalty: 37921.996094
Splitting cluster 38 changes total score from -42116648.000000 to -42130760.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 39 (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: -16927.468750 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -16927.47 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 147 members 
Entering Unmasked Estep 
Score: -16562.574219 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -16562.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16679.408203 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -16679.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16726.320312 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -16726.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16773.517578 Penalty: 515.959167
	Iteration 3F: 3 clusters Score -16773.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16823.929688 Penalty: 515.959167
	Iteration 4F: 3 clusters Score -16823.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16842.164062 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -16842.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16872.800781 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -16872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16882.894531 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -16882.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16893.470703 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -16893.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16907.404297 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -16907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16916.130859 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -16916.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16929.259766 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -16929.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16938.544922 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -16938.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16942.378906 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -16942.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16943.494141 Penalty: 515.959167
	Iteration 14Q: 3 clusters Score -16943.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16944.755859 Penalty: 515.959167
	Iteration 15Q: 3 clusters Score -16944.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16944.755859 Penalty: 515.959167
	Iteration 16F: 3 clusters Score -16944.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 1696 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Mstep: Class 62 contains 2416 members 
Mstep: Class 63 contains 306 members 
Mstep: Class 64 contains 122 members 
Entering Unmasked Estep 
Score: -42130420.000000 Penalty: 38523.929688
Splitting cluster 39 changes total score from -42116648.000000 to -42130420.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -126242.203125 Penalty: 334.506897
	Iteration 0F: 2 clusters Score -126242.2 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 769 members 
Entering Unmasked Estep 
Score: -125069.554688 Penalty: 669.013794
	Iteration 0F: 3 clusters Score -125069.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -125401.671875 Penalty: 669.013794
	Iteration 1F: 3 clusters Score -125401.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -125454.273438 Penalty: 669.013794
	Iteration 2F: 3 clusters Score -125454.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125491.312500 Penalty: 669.013794
	Iteration 3F: 3 clusters Score -125491.3 nChanged 59
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: -125513.109375 Penalty: 669.013794
	Iteration 4Q: 3 clusters Score -125513.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -125523.304688 Penalty: 669.013794
	Iteration 5Q: 3 clusters Score -125523.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125531.968750 Penalty: 669.013794
	Iteration 6Q: 3 clusters Score -125532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -125540.523438 Penalty: 669.013794
	Iteration 7Q: 3 clusters Score -125540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125547.875000 Penalty: 669.013794
	Iteration 8Q: 3 clusters Score -125547.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -125562.476562 Penalty: 669.013794
	Iteration 9Q: 3 clusters Score -125562.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -125585.132812 Penalty: 669.013794
	Iteration 10Q: 3 clusters Score -125585.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125597.289062 Penalty: 669.013794
	Iteration 11Q: 3 clusters Score -125597.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125607.414062 Penalty: 669.013794
	Iteration 12Q: 3 clusters Score -125607.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125621.882812 Penalty: 669.013794
	Iteration 13Q: 3 clusters Score -125621.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -125642.593750 Penalty: 669.013794
	Iteration 14Q: 3 clusters Score -125642.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125666.632812 Penalty: 669.013794
	Iteration 15Q: 3 clusters Score -125666.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125692.218750 Penalty: 669.013794
	Iteration 16Q: 3 clusters Score -125692.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125719.210938 Penalty: 669.013794
	Iteration 17Q: 3 clusters Score -125719.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -125738.125000 Penalty: 669.013794
	Iteration 18Q: 3 clusters Score -125738.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -125760.585938 Penalty: 669.013794
	Iteration 19Q: 3 clusters Score -125760.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -125781.437500 Penalty: 669.013794
	Iteration 20F: 3 clusters Score -125781.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -125804.960938 Penalty: 669.013794
	Iteration 21Q: 3 clusters Score -125805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -125821.078125 Penalty: 669.013794
	Iteration 22Q: 3 clusters Score -125821.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -125834.640625 Penalty: 669.013794
	Iteration 23Q: 3 clusters Score -125834.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -125849.453125 Penalty: 669.013794
	Iteration 24Q: 3 clusters Score -125849.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -125863.390625 Penalty: 669.013794
	Iteration 25Q: 3 clusters Score -125863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -125871.726562 Penalty: 669.013794
	Iteration 26Q: 3 clusters Score -125871.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -125881.460938 Penalty: 669.013794
	Iteration 27Q: 3 clusters Score -125881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -125888.898438 Penalty: 669.013794
	Iteration 28Q: 3 clusters Score -125888.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -125898.976562 Penalty: 669.013794
	Iteration 29Q: 3 clusters Score -125899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -125902.867188 Penalty: 669.013794
	Iteration 30Q: 3 clusters Score -125902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -125904.710938 Penalty: 669.013794
	Iteration 31Q: 3 clusters Score -125904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -125907.609375 Penalty: 669.013794
	Iteration 32Q: 3 clusters Score -125907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -125909.726562 Penalty: 669.013794
	Iteration 33Q: 3 clusters Score -125909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -125911.601562 Penalty: 669.013794
	Iteration 34Q: 3 clusters Score -125911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -125914.281250 Penalty: 669.013794
	Iteration 35Q: 3 clusters Score -125914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -125917.171875 Penalty: 669.013794
	Iteration 36Q: 3 clusters Score -125917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -125919.898438 Penalty: 669.013794
	Iteration 37Q: 3 clusters Score -125919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -125920.937500 Penalty: 669.013794
	Iteration 38Q: 3 clusters Score -125920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -125924.031250 Penalty: 669.013794
	Iteration 39Q: 3 clusters Score -125924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -125925.328125 Penalty: 669.013794
	Iteration 40F: 3 clusters Score -125925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -125926.304688 Penalty: 669.013794
	Iteration 41Q: 3 clusters Score -125926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -125926.953125 Penalty: 669.013794
	Iteration 42Q: 3 clusters Score -125927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -125927.343750 Penalty: 669.013794
	Iteration 43Q: 3 clusters Score -125927.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -125927.343750 Penalty: 669.013794
	Iteration 44F: 3 clusters Score -125927.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (6552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Entering Unmasked Estep 
Score: -530376.375000 Penalty: 399.832397
	Iteration 0F: 2 clusters Score -530376.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -525999.125000 Penalty: 799.664795
	Iteration 0F: 3 clusters Score -525999.1 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -527700.062500 Penalty: 799.664795
	Iteration 1F: 3 clusters Score -527700.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -527841.062500 Penalty: 799.664795
	Iteration 2Q: 3 clusters Score -527841.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -528052.625000 Penalty: 799.664795
	Iteration 3F: 3 clusters Score -528052.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -528364.562500 Penalty: 799.664795
	Iteration 4F: 3 clusters Score -528364.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -528720.125000 Penalty: 799.664795
	Iteration 5F: 3 clusters Score -528720.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -529117.500000 Penalty: 799.664795
	Iteration 6F: 3 clusters Score -529117.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -529408.437500 Penalty: 799.664795
	Iteration 7F: 3 clusters Score -529408.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -529606.000000 Penalty: 799.664795
	Iteration 8Q: 3 clusters Score -529606 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -529753.250000 Penalty: 799.664795
	Iteration 9Q: 3 clusters Score -529753.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -529872.625000 Penalty: 799.664795
	Iteration 10Q: 3 clusters Score -529872.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -529989.750000 Penalty: 799.664795
	Iteration 11Q: 3 clusters Score -529989.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -530061.750000 Penalty: 799.664795
	Iteration 12Q: 3 clusters Score -530061.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -530110.937500 Penalty: 799.664795
	Iteration 13Q: 3 clusters Score -530110.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -530141.375000 Penalty: 799.664795
	Iteration 14Q: 3 clusters Score -530141.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -530164.750000 Penalty: 799.664795
	Iteration 15Q: 3 clusters Score -530164.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -530185.125000 Penalty: 799.664795
	Iteration 16Q: 3 clusters Score -530185.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -530195.625000 Penalty: 799.664795
	Iteration 17Q: 3 clusters Score -530195.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -530203.125000 Penalty: 799.664795
	Iteration 18Q: 3 clusters Score -530203.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -530208.312500 Penalty: 799.664795
	Iteration 19Q: 3 clusters Score -530208.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -530217.062500 Penalty: 799.664795
	Iteration 20F: 3 clusters Score -530217.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -530224.750000 Penalty: 799.664795
	Iteration 21Q: 3 clusters Score -530224.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -530228.562500 Penalty: 799.664795
	Iteration 22Q: 3 clusters Score -530228.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -530232.625000 Penalty: 799.664795
	Iteration 23Q: 3 clusters Score -530232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -530234.812500 Penalty: 799.664795
	Iteration 24Q: 3 clusters Score -530234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -530238.312500 Penalty: 799.664795
	Iteration 25Q: 3 clusters Score -530238.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -530241.312500 Penalty: 799.664795
	Iteration 26Q: 3 clusters Score -530241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -530243.062500 Penalty: 799.664795
	Iteration 27Q: 3 clusters Score -530243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -530244.250000 Penalty: 799.664795
	Iteration 28Q: 3 clusters Score -530244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -530245.687500 Penalty: 799.664795
	Iteration 29Q: 3 clusters Score -530245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -530245.937500 Penalty: 799.664795
	Iteration 30Q: 3 clusters Score -530245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -530245.750000 Penalty: 799.664795
	Iteration 31Q: 3 clusters Score -530245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -530247.687500 Penalty: 799.664795
	Iteration 32Q: 3 clusters Score -530247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -530248.437500 Penalty: 799.664795
	Iteration 33Q: 3 clusters Score -530248.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -530249.000000 Penalty: 799.664795
	Iteration 34Q: 3 clusters Score -530249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -530248.875000 Penalty: 799.664795
	Iteration 35Q: 3 clusters Score -530248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -530248.875000 Penalty: 799.664795
	Iteration 36Q: 3 clusters Score -530248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -530249.500000 Penalty: 799.664795
	Iteration 37Q: 3 clusters Score -530249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -530250.250000 Penalty: 799.664795
	Iteration 38Q: 3 clusters Score -530250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -530251.000000 Penalty: 799.664795
	Iteration 39Q: 3 clusters Score -530251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -530251.875000 Penalty: 799.664795
	Iteration 40F: 3 clusters Score -530251.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -530252.437500 Penalty: 799.664795
	Iteration 41Q: 3 clusters Score -530252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -530253.125000 Penalty: 799.664795
	Iteration 42Q: 3 clusters Score -530253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -530253.750000 Penalty: 799.664795
	Iteration 43Q: 3 clusters Score -530253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -530253.812500 Penalty: 799.664795
	Iteration 44Q: 3 clusters Score -530253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -530253.750000 Penalty: 799.664795
	Iteration 45Q: 3 clusters Score -530253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -530253.875000 Penalty: 799.664795
	Iteration 46Q: 3 clusters Score -530253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -530254.437500 Penalty: 799.664795
	Iteration 47Q: 3 clusters Score -530254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -530255.562500 Penalty: 799.664795
	Iteration 48Q: 3 clusters Score -530255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -530256.000000 Penalty: 799.664795
	Iteration 49Q: 3 clusters Score -530256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -530257.000000 Penalty: 799.664795
	Iteration 50Q: 3 clusters Score -530257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -530256.812500 Penalty: 799.664795
	Iteration 51Q: 3 clusters Score -530256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -530257.187500 Penalty: 799.664795
	Iteration 52Q: 3 clusters Score -530257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -530258.062500 Penalty: 799.664795
	Iteration 53Q: 3 clusters Score -530258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -530259.812500 Penalty: 799.664795
	Iteration 54Q: 3 clusters Score -530259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -530260.562500 Penalty: 799.664795
	Iteration 55Q: 3 clusters Score -530260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -530261.437500 Penalty: 799.664795
	Iteration 56Q: 3 clusters Score -530261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -530262.437500 Penalty: 799.664795
	Iteration 57Q: 3 clusters Score -530262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -530262.437500 Penalty: 799.664795
	Iteration 58Q: 3 clusters Score -530262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -530263.062500 Penalty: 799.664795
	Iteration 59Q: 3 clusters Score -530263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -530264.687500 Penalty: 799.664795
	Iteration 60F: 3 clusters Score -530264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -530265.687500 Penalty: 799.664795
	Iteration 61Q: 3 clusters Score -530265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -530265.750000 Penalty: 799.664795
	Iteration 62Q: 3 clusters Score -530265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -530265.750000 Penalty: 799.664795
	Iteration 63F: 3 clusters Score -530265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -151215.890625 Penalty: 342.758728
	Iteration 0F: 2 clusters Score -151215.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -149850.625000 Penalty: 685.517456
	Iteration 0F: 3 clusters Score -149850.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -150250.593750 Penalty: 685.517456
	Iteration 1F: 3 clusters Score -150250.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150347.625000 Penalty: 685.517456
	Iteration 2F: 3 clusters Score -150347.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -150444.953125 Penalty: 685.517456
	Iteration 3F: 3 clusters Score -150445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -150565.968750 Penalty: 685.517456
	Iteration 4F: 3 clusters Score -150566 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -150647.312500 Penalty: 685.517456
	Iteration 5F: 3 clusters Score -150647.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -150716.781250 Penalty: 685.517456
	Iteration 6F: 3 clusters Score -150716.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -150789.968750 Penalty: 685.517456
	Iteration 7F: 3 clusters Score -150790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -150853.859375 Penalty: 685.517456
	Iteration 8Q: 3 clusters Score -150853.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -150897.140625 Penalty: 685.517456
	Iteration 9Q: 3 clusters Score -150897.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -150923.156250 Penalty: 685.517456
	Iteration 10Q: 3 clusters Score -150923.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -150938.000000 Penalty: 685.517456
	Iteration 11Q: 3 clusters Score -150938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -150951.765625 Penalty: 685.517456
	Iteration 12Q: 3 clusters Score -150951.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -150958.890625 Penalty: 685.517456
	Iteration 13Q: 3 clusters Score -150958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -150963.437500 Penalty: 685.517456
	Iteration 14Q: 3 clusters Score -150963.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -150967.437500 Penalty: 685.517456
	Iteration 15Q: 3 clusters Score -150967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -150970.984375 Penalty: 685.517456
	Iteration 16Q: 3 clusters Score -150971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -150973.906250 Penalty: 685.517456
	Iteration 17Q: 3 clusters Score -150973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -150979.984375 Penalty: 685.517456
	Iteration 18Q: 3 clusters Score -150980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -150983.921875 Penalty: 685.517456
	Iteration 19Q: 3 clusters Score -150983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -150988.109375 Penalty: 685.517456
	Iteration 20F: 3 clusters Score -150988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -150989.781250 Penalty: 685.517456
	Iteration 21Q: 3 clusters Score -150989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -150991.250000 Penalty: 685.517456
	Iteration 22Q: 3 clusters Score -150991.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -150995.750000 Penalty: 685.517456
	Iteration 23Q: 3 clusters Score -150995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -150998.687500 Penalty: 685.517456
	Iteration 24Q: 3 clusters Score -150998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -151000.421875 Penalty: 685.517456
	Iteration 25Q: 3 clusters Score -151000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -151001.046875 Penalty: 685.517456
	Iteration 26Q: 3 clusters Score -151001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -151002.078125 Penalty: 685.517456
	Iteration 27Q: 3 clusters Score -151002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -151002.078125 Penalty: 685.517456
	Iteration 28F: 3 clusters Score -151002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -17563.958984 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -17563.96 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 159 members 
Entering Unmasked Estep 
Score: -17195.132812 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -17195.13 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17300.535156 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -17300.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17341.220703 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -17341.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17354.410156 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -17354.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17372.207031 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -17372.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17379.392578 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -17379.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -17396.630859 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -17396.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -17409.132812 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -17409.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17418.113281 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -17418.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17424.076172 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -17424.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17428.636719 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -17428.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17434.384766 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -17434.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -17434.384766 Penalty: 522.028076
	Iteration 12F: 3 clusters Score -17434.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -8148.510742 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -8148.511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7935.006836 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7935.007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7994.666992 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7994.667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8018.877441 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -8018.877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8029.814453 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -8029.814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8033.114746 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -8033.115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8033.399414 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -8033.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8033.399414 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -8033.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -42337.503906 Penalty: 291.961334
	Iteration 0F: 2 clusters Score -42337.5 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 338 members 
Entering Unmasked Estep 
Score: -41786.382812 Penalty: 583.922668
	Iteration 0F: 3 clusters Score -41786.38 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41977.500000 Penalty: 583.922668
	Iteration 1F: 3 clusters Score -41977.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42034.781250 Penalty: 583.922668
	Iteration 2F: 3 clusters Score -42034.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -42060.523438 Penalty: 583.922668
	Iteration 3F: 3 clusters Score -42060.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42069.210938 Penalty: 583.922668
	Iteration 4Q: 3 clusters Score -42069.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42072.445312 Penalty: 583.922668
	Iteration 5Q: 3 clusters Score -42072.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42075.894531 Penalty: 583.922668
	Iteration 6Q: 3 clusters Score -42075.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42079.304688 Penalty: 583.922668
	Iteration 7Q: 3 clusters Score -42079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42082.226562 Penalty: 583.922668
	Iteration 8Q: 3 clusters Score -42082.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42085.289062 Penalty: 583.922668
	Iteration 9Q: 3 clusters Score -42085.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42086.183594 Penalty: 583.922668
	Iteration 10Q: 3 clusters Score -42086.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42086.703125 Penalty: 583.922668
	Iteration 11Q: 3 clusters Score -42086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42087.296875 Penalty: 583.922668
	Iteration 12Q: 3 clusters Score -42087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42087.296875 Penalty: 583.922668
	Iteration 13F: 3 clusters Score -42087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Entering Unmasked Estep 
Score: -1016516.937500 Penalty: 431.761261
	Iteration 0F: 2 clusters Score -1016517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1007635.812500 Penalty: 863.522522
	Iteration 0F: 3 clusters Score -1007636 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1011162.562500 Penalty: 863.522522
	Iteration 1F: 3 clusters Score -1011163 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1011432.062500 Penalty: 863.522522
	Iteration 2Q: 3 clusters Score -1011432 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1011877.000000 Penalty: 863.522522
	Iteration 3F: 3 clusters Score -1011877 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1012596.250000 Penalty: 863.522522
	Iteration 4F: 3 clusters Score -1012596 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1013419.125000 Penalty: 863.522522
	Iteration 5F: 3 clusters Score -1013419 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1014233.937500 Penalty: 863.522522
	Iteration 6F: 3 clusters Score -1014234 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1014897.750000 Penalty: 863.522522
	Iteration 7F: 3 clusters Score -1014898 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1015434.500000 Penalty: 863.522522
	Iteration 8Q: 3 clusters Score -1015434 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1015901.250000 Penalty: 863.522522
	Iteration 9Q: 3 clusters Score -1015901 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1016208.812500 Penalty: 863.522522
	Iteration 10Q: 3 clusters Score -1016209 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1016324.187500 Penalty: 863.522522
	Iteration 11Q: 3 clusters Score -1016324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1016361.375000 Penalty: 863.522522
	Iteration 12Q: 3 clusters Score -1016361 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1016386.187500 Penalty: 863.522522
	Iteration 13Q: 3 clusters Score -1016386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1016398.125000 Penalty: 863.522522
	Iteration 14Q: 3 clusters Score -1016398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1016404.625000 Penalty: 863.522522
	Iteration 15Q: 3 clusters Score -1016405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1016408.187500 Penalty: 863.522522
	Iteration 16Q: 3 clusters Score -1016408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1016411.625000 Penalty: 863.522522
	Iteration 17Q: 3 clusters Score -1016412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1016415.500000 Penalty: 863.522522
	Iteration 18Q: 3 clusters Score -1016416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1016418.562500 Penalty: 863.522522
	Iteration 19Q: 3 clusters Score -1016419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1016420.062500 Penalty: 863.522522
	Iteration 20F: 3 clusters Score -1016420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1016423.062500 Penalty: 863.522522
	Iteration 21Q: 3 clusters Score -1016423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1016428.125000 Penalty: 863.522522
	Iteration 22Q: 3 clusters Score -1016428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1016429.625000 Penalty: 863.522522
	Iteration 23Q: 3 clusters Score -1016430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1016430.875000 Penalty: 863.522522
	Iteration 24Q: 3 clusters Score -1016431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1016432.000000 Penalty: 863.522522
	Iteration 25Q: 3 clusters Score -1016432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1016436.187500 Penalty: 863.522522
	Iteration 26Q: 3 clusters Score -1016436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1016435.187500 Penalty: 863.522522
	Iteration 27Q: 3 clusters Score -1016435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1016437.187500 Penalty: 863.522522
	Iteration 28Q: 3 clusters Score -1016437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1016438.125000 Penalty: 863.522522
	Iteration 29Q: 3 clusters Score -1016438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1016436.437500 Penalty: 863.522522
	Iteration 30Q: 3 clusters Score -1016436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1016437.187500 Penalty: 863.522522
	Iteration 31Q: 3 clusters Score -1016437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1016436.875000 Penalty: 863.522522
	Iteration 32Q: 3 clusters Score -1016437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1016436.375000 Penalty: 863.522522
	Iteration 33Q: 3 clusters Score -1016436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1016436.375000 Penalty: 863.522522
	Iteration 34F: 3 clusters Score -1016436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -118809.976562 Penalty: 338.339264
	Iteration 0F: 2 clusters Score -118810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -117546.859375 Penalty: 676.678528
	Iteration 0F: 3 clusters Score -117546.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118098.750000 Penalty: 676.678528
	Iteration 1F: 3 clusters Score -118098.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -118296.648438 Penalty: 676.678528
	Iteration 2F: 3 clusters Score -118296.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -118418.570312 Penalty: 676.678528
	Iteration 3F: 3 clusters Score -118418.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -118471.093750 Penalty: 676.678528
	Iteration 4F: 3 clusters Score -118471.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -118508.398438 Penalty: 676.678528
	Iteration 5Q: 3 clusters Score -118508.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118555.781250 Penalty: 676.678528
	Iteration 6Q: 3 clusters Score -118555.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -118596.914062 Penalty: 676.678528
	Iteration 7Q: 3 clusters Score -118596.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118650.046875 Penalty: 676.678528
	Iteration 8Q: 3 clusters Score -118650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -118712.687500 Penalty: 676.678528
	Iteration 9Q: 3 clusters Score -118712.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -118753.593750 Penalty: 676.678528
	Iteration 10Q: 3 clusters Score -118753.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118790.109375 Penalty: 676.678528
	Iteration 11Q: 3 clusters Score -118790.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -118827.273438 Penalty: 676.678528
	Iteration 12Q: 3 clusters Score -118827.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -118862.414062 Penalty: 676.678528
	Iteration 13Q: 3 clusters Score -118862.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -118898.742188 Penalty: 676.678528
	Iteration 14Q: 3 clusters Score -118898.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -118930.812500 Penalty: 676.678528
	Iteration 15Q: 3 clusters Score -118930.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -118950.640625 Penalty: 676.678528
	Iteration 16Q: 3 clusters Score -118950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -118956.257812 Penalty: 676.678528
	Iteration 17Q: 3 clusters Score -118956.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118960.195312 Penalty: 676.678528
	Iteration 18Q: 3 clusters Score -118960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -118961.976562 Penalty: 676.678528
	Iteration 19Q: 3 clusters Score -118962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -118963.632812 Penalty: 676.678528
	Iteration 20F: 3 clusters Score -118963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -118964.171875 Penalty: 676.678528
	Iteration 21Q: 3 clusters Score -118964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118966.242188 Penalty: 676.678528
	Iteration 22Q: 3 clusters Score -118966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118967.164062 Penalty: 676.678528
	Iteration 23Q: 3 clusters Score -118967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -118968.812500 Penalty: 676.678528
	Iteration 24Q: 3 clusters Score -118968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -118971.546875 Penalty: 676.678528
	Iteration 25Q: 3 clusters Score -118971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -118973.304688 Penalty: 676.678528
	Iteration 26Q: 3 clusters Score -118973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -118973.515625 Penalty: 676.678528
	Iteration 27Q: 3 clusters Score -118973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -118973.828125 Penalty: 676.678528
	Iteration 28Q: 3 clusters Score -118973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -118973.796875 Penalty: 676.678528
	Iteration 29Q: 3 clusters Score -118973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -118974.242188 Penalty: 676.678528
	Iteration 30Q: 3 clusters Score -118974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -118974.078125 Penalty: 676.678528
	Iteration 31Q: 3 clusters Score -118974.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118974.210938 Penalty: 676.678528
	Iteration 32Q: 3 clusters Score -118974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -118974.210938 Penalty: 676.678528
	Iteration 33F: 3 clusters Score -118974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 704 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 30028 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Mstep: Class 62 contains 2416 members 
Mstep: Class 63 contains 306 members 
Mstep: Class 64 contains 122 members 
Mstep: Class 65 contains 992 members 
Entering Unmasked Estep 
Score: -42130340.000000 Penalty: 39125.867188
Splitting cluster 47 changes total score from -42116648.000000 to -42130340.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 48 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -4365.218750 Penalty: 249.746674
	Iteration 0F: 2 clusters Score -4365.219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4075.389404 Penalty: 499.493347
	Iteration 0F: 3 clusters Score -4075.389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4206.454102 Penalty: 499.493347
	Iteration 1F: 3 clusters Score -4206.454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4243.959961 Penalty: 499.493347
	Iteration 2F: 3 clusters Score -4243.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4263.023438 Penalty: 499.493347
	Iteration 3F: 3 clusters Score -4263.023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4270.444336 Penalty: 499.493347
	Iteration 4Q: 3 clusters Score -4270.444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4272.226562 Penalty: 499.493347
	Iteration 5Q: 3 clusters Score -4272.227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4274.836426 Penalty: 499.493347
	Iteration 6Q: 3 clusters Score -4274.836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4275.339844 Penalty: 499.493347
	Iteration 7Q: 3 clusters Score -4275.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4275.969727 Penalty: 499.493347
	Iteration 8Q: 3 clusters Score -4275.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4278.598633 Penalty: 499.493347
	Iteration 9Q: 3 clusters Score -4278.599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4280.700684 Penalty: 499.493347
	Iteration 10Q: 3 clusters Score -4280.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4287.336914 Penalty: 499.493347
	Iteration 11Q: 3 clusters Score -4287.337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4288.018555 Penalty: 499.493347
	Iteration 12Q: 3 clusters Score -4288.019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4288.018555 Penalty: 499.493347
	Iteration 13F: 3 clusters Score -4288.019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -34043.042969 Penalty: 284.197845
	Iteration 0F: 2 clusters Score -34043.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33548.363281 Penalty: 568.395691
	Iteration 0F: 3 clusters Score -33548.36 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33694.101562 Penalty: 568.395691
	Iteration 1F: 3 clusters Score -33694.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33738.894531 Penalty: 568.395691
	Iteration 2F: 3 clusters Score -33738.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33757.523438 Penalty: 568.395691
	Iteration 3F: 3 clusters Score -33757.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33774.980469 Penalty: 568.395691
	Iteration 4Q: 3 clusters Score -33774.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33787.347656 Penalty: 568.395691
	Iteration 5Q: 3 clusters Score -33787.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -33797.191406 Penalty: 568.395691
	Iteration 6Q: 3 clusters Score -33797.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33813.675781 Penalty: 568.395691
	Iteration 7Q: 3 clusters Score -33813.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -33830.710938 Penalty: 568.395691
	Iteration 8Q: 3 clusters Score -33830.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -33846.960938 Penalty: 568.395691
	Iteration 9Q: 3 clusters Score -33846.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33855.703125 Penalty: 568.395691
	Iteration 10Q: 3 clusters Score -33855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33860.253906 Penalty: 568.395691
	Iteration 11Q: 3 clusters Score -33860.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33862.070312 Penalty: 568.395691
	Iteration 12Q: 3 clusters Score -33862.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33862.765625 Penalty: 568.395691
	Iteration 13Q: 3 clusters Score -33862.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -33862.765625 Penalty: 568.395691
	Iteration 14F: 3 clusters Score -33862.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (42849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Entering Unmasked Estep 
Score: -3428219.500000 Penalty: 485.277405
	Iteration 0F: 2 clusters Score -3428220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3404805.250000 Penalty: 970.554810
	Iteration 0F: 3 clusters Score -3404805 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3417111.500000 Penalty: 970.554810
	Iteration 1F: 3 clusters Score -3417112 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3417583.250000 Penalty: 970.554810
	Iteration 2Q: 3 clusters Score -3417583 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3418258.000000 Penalty: 970.554810
	Iteration 3Q: 3 clusters Score -3418258 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -3419361.000000 Penalty: 970.554810
	Iteration 4F: 3 clusters Score -3419361 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3421048.250000 Penalty: 970.554810
	Iteration 5F: 3 clusters Score -3421048 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3423107.500000 Penalty: 970.554810
	Iteration 6F: 3 clusters Score -3423108 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3424849.250000 Penalty: 970.554810
	Iteration 7F: 3 clusters Score -3424849 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3426063.750000 Penalty: 970.554810
	Iteration 8F: 3 clusters Score -3426064 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3426956.750000 Penalty: 970.554810
	Iteration 9Q: 3 clusters Score -3426957 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3427451.500000 Penalty: 970.554810
	Iteration 10Q: 3 clusters Score -3427452 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3427745.250000 Penalty: 970.554810
	Iteration 11Q: 3 clusters Score -3427745 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3427885.750000 Penalty: 970.554810
	Iteration 12Q: 3 clusters Score -3427886 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3428036.750000 Penalty: 970.554810
	Iteration 13Q: 3 clusters Score -3428037 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3428096.250000 Penalty: 970.554810
	Iteration 14Q: 3 clusters Score -3428096 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -3428221.500000 Penalty: 970.554810
	Iteration 15Q: 3 clusters Score -3428222 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3428308.250000 Penalty: 970.554810
	Iteration 16Q: 3 clusters Score -3428308 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -3428411.250000 Penalty: 970.554810
	Iteration 17Q: 3 clusters Score -3428411 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3428549.750000 Penalty: 970.554810
	Iteration 18Q: 3 clusters Score -3428550 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3428701.500000 Penalty: 970.554810
	Iteration 19Q: 3 clusters Score -3428702 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -3428809.250000 Penalty: 970.554810
	Iteration 20F: 3 clusters Score -3428809 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3428946.000000 Penalty: 970.554810
	Iteration 21Q: 3 clusters Score -3428946 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3429117.000000 Penalty: 970.554810
	Iteration 22Q: 3 clusters Score -3429117 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3429378.250000 Penalty: 970.554810
	Iteration 23Q: 3 clusters Score -3429378 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3429683.250000 Penalty: 970.554810
	Iteration 24Q: 3 clusters Score -3429683 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3429942.250000 Penalty: 970.554810
	Iteration 25Q: 3 clusters Score -3429942 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3430334.500000 Penalty: 970.554810
	Iteration 26Q: 3 clusters Score -3430334 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3430680.250000 Penalty: 970.554810
	Iteration 27Q: 3 clusters Score -3430680 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3430903.250000 Penalty: 970.554810
	Iteration 28Q: 3 clusters Score -3430903 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3431028.000000 Penalty: 970.554810
	Iteration 29Q: 3 clusters Score -3431028 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3431108.500000 Penalty: 970.554810
	Iteration 30Q: 3 clusters Score -3431108 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3431142.750000 Penalty: 970.554810
	Iteration 31Q: 3 clusters Score -3431143 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3431176.500000 Penalty: 970.554810
	Iteration 32Q: 3 clusters Score -3431176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3431186.500000 Penalty: 970.554810
	Iteration 33Q: 3 clusters Score -3431186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3431219.250000 Penalty: 970.554810
	Iteration 34Q: 3 clusters Score -3431219 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3431234.500000 Penalty: 970.554810
	Iteration 35Q: 3 clusters Score -3431234 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3431246.500000 Penalty: 970.554810
	Iteration 36Q: 3 clusters Score -3431246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3431258.750000 Penalty: 970.554810
	Iteration 37Q: 3 clusters Score -3431259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3431267.250000 Penalty: 970.554810
	Iteration 38Q: 3 clusters Score -3431267 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3431288.750000 Penalty: 970.554810
	Iteration 39Q: 3 clusters Score -3431289 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3431518.000000 Penalty: 970.554810
	Iteration 40F: 3 clusters Score -3431518 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3431760.500000 Penalty: 970.554810
	Iteration 41Q: 3 clusters Score -3431760 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3431932.500000 Penalty: 970.554810
	Iteration 42Q: 3 clusters Score -3431932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3432002.000000 Penalty: 970.554810
	Iteration 43Q: 3 clusters Score -3432002 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3432097.500000 Penalty: 970.554810
	Iteration 44Q: 3 clusters Score -3432098 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3432144.250000 Penalty: 970.554810
	Iteration 45Q: 3 clusters Score -3432144 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3432198.500000 Penalty: 970.554810
	Iteration 46Q: 3 clusters Score -3432198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3432244.750000 Penalty: 970.554810
	Iteration 47Q: 3 clusters Score -3432245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3432261.500000 Penalty: 970.554810
	Iteration 48Q: 3 clusters Score -3432262 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -3432260.000000 Penalty: 970.554810
	Iteration 49Q: 3 clusters Score -3432260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3432270.250000 Penalty: 970.554810
	Iteration 50Q: 3 clusters Score -3432270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3432303.500000 Penalty: 970.554810
	Iteration 51Q: 3 clusters Score -3432304 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3432334.250000 Penalty: 970.554810
	Iteration 52Q: 3 clusters Score -3432334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3432365.500000 Penalty: 970.554810
	Iteration 53Q: 3 clusters Score -3432366 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3432381.500000 Penalty: 970.554810
	Iteration 54Q: 3 clusters Score -3432382 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3432410.750000 Penalty: 970.554810
	Iteration 55Q: 3 clusters Score -3432411 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3432409.500000 Penalty: 970.554810
	Iteration 56Q: 3 clusters Score -3432410 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3432416.250000 Penalty: 970.554810
	Iteration 57Q: 3 clusters Score -3432416 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3432425.500000 Penalty: 970.554810
	Iteration 58Q: 3 clusters Score -3432426 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3432401.500000 Penalty: 970.554810
	Iteration 59Q: 3 clusters Score -3432402 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3432436.750000 Penalty: 970.554810
	Iteration 60F: 3 clusters Score -3432437 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3432449.250000 Penalty: 970.554810
	Iteration 61Q: 3 clusters Score -3432449 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3432468.250000 Penalty: 970.554810
	Iteration 62Q: 3 clusters Score -3432468 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3432472.000000 Penalty: 970.554810
	Iteration 63Q: 3 clusters Score -3432472 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3432470.000000 Penalty: 970.554810
	Iteration 64Q: 3 clusters Score -3432470 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3432467.000000 Penalty: 970.554810
	Iteration 65Q: 3 clusters Score -3432467 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3432471.000000 Penalty: 970.554810
	Iteration 66Q: 3 clusters Score -3432471 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -3432456.500000 Penalty: 970.554810
	Iteration 67Q: 3 clusters Score -3432456 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3432432.000000 Penalty: 970.554810
	Iteration 68Q: 3 clusters Score -3432432 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3432374.250000 Penalty: 970.554810
	Iteration 69Q: 3 clusters Score -3432374 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3432347.750000 Penalty: 970.554810
	Iteration 70Q: 3 clusters Score -3432348 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3432321.500000 Penalty: 970.554810
	Iteration 71Q: 3 clusters Score -3432322 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3432291.500000 Penalty: 970.554810
	Iteration 72Q: 3 clusters Score -3432292 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3432241.250000 Penalty: 970.554810
	Iteration 73Q: 3 clusters Score -3432241 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3432138.500000 Penalty: 970.554810
	Iteration 74Q: 3 clusters Score -3432138 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3432052.250000 Penalty: 970.554810
	Iteration 75Q: 3 clusters Score -3432052 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3431861.750000 Penalty: 970.554810
	Iteration 76Q: 3 clusters Score -3431862 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3431714.000000 Penalty: 970.554810
	Iteration 77Q: 3 clusters Score -3431714 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3431619.500000 Penalty: 970.554810
	Iteration 78Q: 3 clusters Score -3431620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3431554.500000 Penalty: 970.554810
	Iteration 79Q: 3 clusters Score -3431554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3431818.250000 Penalty: 970.554810
	Iteration 80F: 3 clusters Score -3431818 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3431874.250000 Penalty: 970.554810
	Iteration 81Q: 3 clusters Score -3431874 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3431873.250000 Penalty: 970.554810
	Iteration 82Q: 3 clusters Score -3431873 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3431834.500000 Penalty: 970.554810
	Iteration 83Q: 3 clusters Score -3431834 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3431750.000000 Penalty: 970.554810
	Iteration 84Q: 3 clusters Score -3431750 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3431515.250000 Penalty: 970.554810
	Iteration 85Q: 3 clusters Score -3431515 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3431253.000000 Penalty: 970.554810
	Iteration 86Q: 3 clusters Score -3431253 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3430939.500000 Penalty: 970.554810
	Iteration 87Q: 3 clusters Score -3430940 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3430587.000000 Penalty: 970.554810
	Iteration 88Q: 3 clusters Score -3430587 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3430331.250000 Penalty: 970.554810
	Iteration 89Q: 3 clusters Score -3430331 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3430127.250000 Penalty: 970.554810
	Iteration 90Q: 3 clusters Score -3430127 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -3429993.750000 Penalty: 970.554810
	Iteration 91Q: 3 clusters Score -3429994 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3429900.250000 Penalty: 970.554810
	Iteration 92Q: 3 clusters Score -3429900 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3429754.000000 Penalty: 970.554810
	Iteration 93Q: 3 clusters Score -3429754 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -3429698.000000 Penalty: 970.554810
	Iteration 94Q: 3 clusters Score -3429698 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -3429624.250000 Penalty: 970.554810
	Iteration 95Q: 3 clusters Score -3429624 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3429506.750000 Penalty: 970.554810
	Iteration 96Q: 3 clusters Score -3429507 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -3429411.250000 Penalty: 970.554810
	Iteration 97Q: 3 clusters Score -3429411 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -3429337.750000 Penalty: 970.554810
	Iteration 98Q: 3 clusters Score -3429338 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3429265.250000 Penalty: 970.554810
	Iteration 99Q: 3 clusters Score -3429265 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -3429718.250000 Penalty: 970.554810
	Iteration 100F: 3 clusters Score -3429718 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -3429523.000000 Penalty: 970.554810
	Iteration 101Q: 3 clusters Score -3429523 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -3429196.750000 Penalty: 970.554810
	Iteration 102Q: 3 clusters Score -3429197 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -3428760.250000 Penalty: 970.554810
	Iteration 103Q: 3 clusters Score -3428760 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -3428446.000000 Penalty: 970.554810
	Iteration 104Q: 3 clusters Score -3428446 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -3428266.000000 Penalty: 970.554810
	Iteration 105Q: 3 clusters Score -3428266 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -3428152.750000 Penalty: 970.554810
	Iteration 106Q: 3 clusters Score -3428153 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3428006.250000 Penalty: 970.554810
	Iteration 107Q: 3 clusters Score -3428006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -3427917.750000 Penalty: 970.554810
	Iteration 108Q: 3 clusters Score -3427918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -3427914.000000 Penalty: 970.554810
	Iteration 109Q: 3 clusters Score -3427914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -3427895.750000 Penalty: 970.554810
	Iteration 110Q: 3 clusters Score -3427896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -3427873.250000 Penalty: 970.554810
	Iteration 111Q: 3 clusters Score -3427873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -3427884.000000 Penalty: 970.554810
	Iteration 112Q: 3 clusters Score -3427884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -3427884.750000 Penalty: 970.554810
	Iteration 113Q: 3 clusters Score -3427885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -3427883.250000 Penalty: 970.554810
	Iteration 114Q: 3 clusters Score -3427883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -3427878.500000 Penalty: 970.554810
	Iteration 115Q: 3 clusters Score -3427878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -3427933.000000 Penalty: 970.554810
	Iteration 116F: 3 clusters Score -3427933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -3427911.000000 Penalty: 970.554810
	Iteration 117Q: 3 clusters Score -3427911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -3427865.000000 Penalty: 970.554810
	Iteration 118Q: 3 clusters Score -3427865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -3427855.250000 Penalty: 970.554810
	Iteration 119Q: 3 clusters Score -3427855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -3427863.750000 Penalty: 970.554810
	Iteration 120F: 3 clusters Score -3427864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -3427866.500000 Penalty: 970.554810
	Iteration 121Q: 3 clusters Score -3427866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -3427866.500000 Penalty: 970.554810
	Iteration 122Q: 3 clusters Score -3427866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -3427871.750000 Penalty: 970.554810
	Iteration 123Q: 3 clusters Score -3427872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -3427870.500000 Penalty: 970.554810
	Iteration 124Q: 3 clusters Score -3427870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -3427870.500000 Penalty: 970.554810
	Iteration 125F: 3 clusters Score -3427870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (30028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Entering Unmasked Estep 
Score: -2425075.250000 Penalty: 469.099823
	Iteration 0F: 2 clusters Score -2425075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2407753.500000 Penalty: 938.199646
	Iteration 0F: 3 clusters Score -2407754 nChanged 14363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2416177.750000 Penalty: 938.199646
	Iteration 1F: 3 clusters Score -2416178 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2416806.500000 Penalty: 938.199646
	Iteration 2F: 3 clusters Score -2416806 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2417804.000000 Penalty: 938.199646
	Iteration 3F: 3 clusters Score -2417804 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2419221.250000 Penalty: 938.199646
	Iteration 4F: 3 clusters Score -2419221 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2420832.500000 Penalty: 938.199646
	Iteration 5F: 3 clusters Score -2420832 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2421908.500000 Penalty: 938.199646
	Iteration 6F: 3 clusters Score -2421908 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2422334.000000 Penalty: 938.199646
	Iteration 7Q: 3 clusters Score -2422334 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2422462.250000 Penalty: 938.199646
	Iteration 8Q: 3 clusters Score -2422462 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2422519.250000 Penalty: 938.199646
	Iteration 9Q: 3 clusters Score -2422519 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2422590.000000 Penalty: 938.199646
	Iteration 10Q: 3 clusters Score -2422590 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2422682.000000 Penalty: 938.199646
	Iteration 11Q: 3 clusters Score -2422682 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2422801.750000 Penalty: 938.199646
	Iteration 12Q: 3 clusters Score -2422802 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2422959.750000 Penalty: 938.199646
	Iteration 13Q: 3 clusters Score -2422960 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2423172.500000 Penalty: 938.199646
	Iteration 14Q: 3 clusters Score -2423172 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2423460.750000 Penalty: 938.199646
	Iteration 15Q: 3 clusters Score -2423461 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2423817.250000 Penalty: 938.199646
	Iteration 16Q: 3 clusters Score -2423817 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2424236.250000 Penalty: 938.199646
	Iteration 17Q: 3 clusters Score -2424236 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2424692.500000 Penalty: 938.199646
	Iteration 18Q: 3 clusters Score -2424692 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2425180.500000 Penalty: 938.199646
	Iteration 19Q: 3 clusters Score -2425180 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2425652.250000 Penalty: 938.199646
	Iteration 20F: 3 clusters Score -2425652 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2426026.500000 Penalty: 938.199646
	Iteration 21Q: 3 clusters Score -2426026 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2426253.250000 Penalty: 938.199646
	Iteration 22Q: 3 clusters Score -2426253 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2426422.500000 Penalty: 938.199646
	Iteration 23Q: 3 clusters Score -2426422 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2426517.000000 Penalty: 938.199646
	Iteration 24Q: 3 clusters Score -2426517 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2426585.500000 Penalty: 938.199646
	Iteration 25Q: 3 clusters Score -2426586 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2426632.750000 Penalty: 938.199646
	Iteration 26Q: 3 clusters Score -2426633 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2426655.750000 Penalty: 938.199646
	Iteration 27Q: 3 clusters Score -2426656 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2426677.500000 Penalty: 938.199646
	Iteration 28Q: 3 clusters Score -2426678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2426683.500000 Penalty: 938.199646
	Iteration 29Q: 3 clusters Score -2426684 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2426695.000000 Penalty: 938.199646
	Iteration 30Q: 3 clusters Score -2426695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2426692.250000 Penalty: 938.199646
	Iteration 31Q: 3 clusters Score -2426692 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2426683.500000 Penalty: 938.199646
	Iteration 32Q: 3 clusters Score -2426684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2426688.250000 Penalty: 938.199646
	Iteration 33Q: 3 clusters Score -2426688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2426672.500000 Penalty: 938.199646
	Iteration 34Q: 3 clusters Score -2426672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2426678.750000 Penalty: 938.199646
	Iteration 35Q: 3 clusters Score -2426679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2426669.250000 Penalty: 938.199646
	Iteration 36Q: 3 clusters Score -2426669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2426672.000000 Penalty: 938.199646
	Iteration 37Q: 3 clusters Score -2426672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2426670.750000 Penalty: 938.199646
	Iteration 38Q: 3 clusters Score -2426671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2426665.250000 Penalty: 938.199646
	Iteration 39Q: 3 clusters Score -2426665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2426660.500000 Penalty: 938.199646
	Iteration 40F: 3 clusters Score -2426660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2426652.000000 Penalty: 938.199646
	Iteration 41Q: 3 clusters Score -2426652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2426650.750000 Penalty: 938.199646
	Iteration 42Q: 3 clusters Score -2426651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2426649.250000 Penalty: 938.199646
	Iteration 43Q: 3 clusters Score -2426649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2426647.000000 Penalty: 938.199646
	Iteration 44Q: 3 clusters Score -2426647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2426645.000000 Penalty: 938.199646
	Iteration 45Q: 3 clusters Score -2426645 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2426635.250000 Penalty: 938.199646
	Iteration 46Q: 3 clusters Score -2426635 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2426634.000000 Penalty: 938.199646
	Iteration 47Q: 3 clusters Score -2426634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2426626.500000 Penalty: 938.199646
	Iteration 48Q: 3 clusters Score -2426626 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2426619.250000 Penalty: 938.199646
	Iteration 49Q: 3 clusters Score -2426619 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2426617.000000 Penalty: 938.199646
	Iteration 50Q: 3 clusters Score -2426617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2426615.000000 Penalty: 938.199646
	Iteration 51Q: 3 clusters Score -2426615 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2426623.750000 Penalty: 938.199646
	Iteration 52Q: 3 clusters Score -2426624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2426611.500000 Penalty: 938.199646
	Iteration 53Q: 3 clusters Score -2426612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2426612.750000 Penalty: 938.199646
	Iteration 54Q: 3 clusters Score -2426613 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2426620.000000 Penalty: 938.199646
	Iteration 55Q: 3 clusters Score -2426620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2426617.500000 Penalty: 938.199646
	Iteration 56Q: 3 clusters Score -2426618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2426608.750000 Penalty: 938.199646
	Iteration 57Q: 3 clusters Score -2426609 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2426603.500000 Penalty: 938.199646
	Iteration 58Q: 3 clusters Score -2426604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2426596.750000 Penalty: 938.199646
	Iteration 59Q: 3 clusters Score -2426597 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2426602.250000 Penalty: 938.199646
	Iteration 60F: 3 clusters Score -2426602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2426587.250000 Penalty: 938.199646
	Iteration 61Q: 3 clusters Score -2426587 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2426589.000000 Penalty: 938.199646
	Iteration 62Q: 3 clusters Score -2426589 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2426585.000000 Penalty: 938.199646
	Iteration 63Q: 3 clusters Score -2426585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2426568.750000 Penalty: 938.199646
	Iteration 64Q: 3 clusters Score -2426569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2426562.000000 Penalty: 938.199646
	Iteration 65Q: 3 clusters Score -2426562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2426556.250000 Penalty: 938.199646
	Iteration 66Q: 3 clusters Score -2426556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2426558.250000 Penalty: 938.199646
	Iteration 67Q: 3 clusters Score -2426558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2426543.750000 Penalty: 938.199646
	Iteration 68Q: 3 clusters Score -2426544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2426541.250000 Penalty: 938.199646
	Iteration 69Q: 3 clusters Score -2426541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2426536.250000 Penalty: 938.199646
	Iteration 70Q: 3 clusters Score -2426536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2426534.750000 Penalty: 938.199646
	Iteration 71Q: 3 clusters Score -2426535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2426523.750000 Penalty: 938.199646
	Iteration 72Q: 3 clusters Score -2426524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2426525.750000 Penalty: 938.199646
	Iteration 73Q: 3 clusters Score -2426526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2426518.750000 Penalty: 938.199646
	Iteration 74Q: 3 clusters Score -2426519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2426516.250000 Penalty: 938.199646
	Iteration 75Q: 3 clusters Score -2426516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2426516.750000 Penalty: 938.199646
	Iteration 76Q: 3 clusters Score -2426517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2426514.000000 Penalty: 938.199646
	Iteration 77Q: 3 clusters Score -2426514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2426508.500000 Penalty: 938.199646
	Iteration 78Q: 3 clusters Score -2426508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2426506.750000 Penalty: 938.199646
	Iteration 79Q: 3 clusters Score -2426507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2426504.250000 Penalty: 938.199646
	Iteration 80F: 3 clusters Score -2426504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2426508.250000 Penalty: 938.199646
	Iteration 81Q: 3 clusters Score -2426508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2426507.250000 Penalty: 938.199646
	Iteration 82Q: 3 clusters Score -2426507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2426507.000000 Penalty: 938.199646
	Iteration 83Q: 3 clusters Score -2426507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2426505.000000 Penalty: 938.199646
	Iteration 84Q: 3 clusters Score -2426505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2426506.750000 Penalty: 938.199646
	Iteration 85Q: 3 clusters Score -2426507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2426506.000000 Penalty: 938.199646
	Iteration 86Q: 3 clusters Score -2426506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2426506.000000 Penalty: 938.199646
	Iteration 87F: 3 clusters Score -2426506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 704 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20852 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 2087 members 
Mstep: Class 57 contains 248 members 
Mstep: Class 58 contains 426 members 
Mstep: Class 59 contains 41491 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 7013 members 
Mstep: Class 62 contains 2416 members 
Mstep: Class 63 contains 306 members 
Mstep: Class 64 contains 122 members 
Mstep: Class 65 contains 992 members 
Mstep: Class 66 contains 9176 members 
Entering Unmasked Estep 
Score: -42131700.000000 Penalty: 39727.804688
Splitting cluster 52 changes total score from -42116648.000000 to -42131700.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 53 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -69858.000000 Penalty: 309.609955
	Iteration 0F: 2 clusters Score -69858 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 450 members 
Entering Unmasked Estep 
Score: -69085.890625 Penalty: 619.219910
	Iteration 0F: 3 clusters Score -69085.89 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69326.851562 Penalty: 619.219910
	Iteration 1F: 3 clusters Score -69326.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69377.226562 Penalty: 619.219910
	Iteration 2F: 3 clusters Score -69377.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69424.953125 Penalty: 619.219910
	Iteration 3F: 3 clusters Score -69424.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69449.695312 Penalty: 619.219910
	Iteration 4Q: 3 clusters Score -69449.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69462.250000 Penalty: 619.219910
	Iteration 5Q: 3 clusters Score -69462.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69470.187500 Penalty: 619.219910
	Iteration 6Q: 3 clusters Score -69470.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69475.335938 Penalty: 619.219910
	Iteration 7Q: 3 clusters Score -69475.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69481.882812 Penalty: 619.219910
	Iteration 8Q: 3 clusters Score -69481.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69487.617188 Penalty: 619.219910
	Iteration 9Q: 3 clusters Score -69487.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69501.460938 Penalty: 619.219910
	Iteration 10Q: 3 clusters Score -69501.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69511.289062 Penalty: 619.219910
	Iteration 11Q: 3 clusters Score -69511.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69523.289062 Penalty: 619.219910
	Iteration 12Q: 3 clusters Score -69523.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69534.125000 Penalty: 619.219910
	Iteration 13Q: 3 clusters Score -69534.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69545.820312 Penalty: 619.219910
	Iteration 14Q: 3 clusters Score -69545.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69554.546875 Penalty: 619.219910
	Iteration 15Q: 3 clusters Score -69554.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69565.093750 Penalty: 619.219910
	Iteration 16Q: 3 clusters Score -69565.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -69579.726562 Penalty: 619.219910
	Iteration 17Q: 3 clusters Score -69579.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69589.601562 Penalty: 619.219910
	Iteration 18Q: 3 clusters Score -69589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69601.804688 Penalty: 619.219910
	Iteration 19Q: 3 clusters Score -69601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69612.195312 Penalty: 619.219910
	Iteration 20F: 3 clusters Score -69612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69616.437500 Penalty: 619.219910
	Iteration 21Q: 3 clusters Score -69616.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69618.320312 Penalty: 619.219910
	Iteration 22Q: 3 clusters Score -69618.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69620.585938 Penalty: 619.219910
	Iteration 23Q: 3 clusters Score -69620.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69622.343750 Penalty: 619.219910
	Iteration 24Q: 3 clusters Score -69622.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69622.515625 Penalty: 619.219910
	Iteration 25Q: 3 clusters Score -69622.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69622.953125 Penalty: 619.219910
	Iteration 26Q: 3 clusters Score -69622.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69622.953125 Penalty: 619.219910
	Iteration 27F: 3 clusters Score -69622.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (35780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Entering Unmasked Estep 
Score: -2899542.250000 Penalty: 477.074066
	Iteration 0F: 2 clusters Score -2899542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2879193.250000 Penalty: 954.148132
	Iteration 0F: 3 clusters Score -2879193 nChanged 17276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2890684.750000 Penalty: 954.148132
	Iteration 1F: 3 clusters Score -2890685 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2892256.000000 Penalty: 954.148132
	Iteration 2F: 3 clusters Score -2892256 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2894213.250000 Penalty: 954.148132
	Iteration 3F: 3 clusters Score -2894213 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -2895687.750000 Penalty: 954.148132
	Iteration 4F: 3 clusters Score -2895688 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -2896239.000000 Penalty: 954.148132
	Iteration 5Q: 3 clusters Score -2896239 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2896325.000000 Penalty: 954.148132
	Iteration 6Q: 3 clusters Score -2896325 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -2896356.500000 Penalty: 954.148132
	Iteration 7Q: 3 clusters Score -2896356 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2896363.250000 Penalty: 954.148132
	Iteration 8Q: 3 clusters Score -2896363 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2896385.500000 Penalty: 954.148132
	Iteration 9Q: 3 clusters Score -2896386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2896385.750000 Penalty: 954.148132
	Iteration 10Q: 3 clusters Score -2896386 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2896390.250000 Penalty: 954.148132
	Iteration 11Q: 3 clusters Score -2896390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2896361.500000 Penalty: 954.148132
	Iteration 12Q: 3 clusters Score -2896362 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2896367.000000 Penalty: 954.148132
	Iteration 13Q: 3 clusters Score -2896367 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2896341.750000 Penalty: 954.148132
	Iteration 14Q: 3 clusters Score -2896342 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2896347.500000 Penalty: 954.148132
	Iteration 15Q: 3 clusters Score -2896348 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2896357.250000 Penalty: 954.148132
	Iteration 16Q: 3 clusters Score -2896357 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2896377.500000 Penalty: 954.148132
	Iteration 17Q: 3 clusters Score -2896378 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2896373.750000 Penalty: 954.148132
	Iteration 18Q: 3 clusters Score -2896374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2896351.750000 Penalty: 954.148132
	Iteration 19Q: 3 clusters Score -2896352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2896331.000000 Penalty: 954.148132
	Iteration 20F: 3 clusters Score -2896331 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2896367.000000 Penalty: 954.148132
	Iteration 21Q: 3 clusters Score -2896367 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2896386.500000 Penalty: 954.148132
	Iteration 22Q: 3 clusters Score -2896386 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2896412.250000 Penalty: 954.148132
	Iteration 23Q: 3 clusters Score -2896412 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2896454.500000 Penalty: 954.148132
	Iteration 24Q: 3 clusters Score -2896454 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2896490.000000 Penalty: 954.148132
	Iteration 25Q: 3 clusters Score -2896490 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2896509.250000 Penalty: 954.148132
	Iteration 26Q: 3 clusters Score -2896509 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2896542.750000 Penalty: 954.148132
	Iteration 27Q: 3 clusters Score -2896543 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2896554.250000 Penalty: 954.148132
	Iteration 28Q: 3 clusters Score -2896554 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2896579.500000 Penalty: 954.148132
	Iteration 29Q: 3 clusters Score -2896580 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2896579.000000 Penalty: 954.148132
	Iteration 30Q: 3 clusters Score -2896579 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2896587.500000 Penalty: 954.148132
	Iteration 31Q: 3 clusters Score -2896588 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2896609.000000 Penalty: 954.148132
	Iteration 32Q: 3 clusters Score -2896609 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2896594.500000 Penalty: 954.148132
	Iteration 33Q: 3 clusters Score -2896594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2896598.750000 Penalty: 954.148132
	Iteration 34Q: 3 clusters Score -2896599 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2896602.250000 Penalty: 954.148132
	Iteration 35Q: 3 clusters Score -2896602 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2896639.750000 Penalty: 954.148132
	Iteration 36Q: 3 clusters Score -2896640 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2896650.500000 Penalty: 954.148132
	Iteration 37Q: 3 clusters Score -2896650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2896664.250000 Penalty: 954.148132
	Iteration 38Q: 3 clusters Score -2896664 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2896663.750000 Penalty: 954.148132
	Iteration 39Q: 3 clusters Score -2896664 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2896690.500000 Penalty: 954.148132
	Iteration 40F: 3 clusters Score -2896690 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2896709.500000 Penalty: 954.148132
	Iteration 41Q: 3 clusters Score -2896710 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2896745.000000 Penalty: 954.148132
	Iteration 42Q: 3 clusters Score -2896745 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2896742.250000 Penalty: 954.148132
	Iteration 43Q: 3 clusters Score -2896742 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2896694.500000 Penalty: 954.148132
	Iteration 44Q: 3 clusters Score -2896694 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2896651.250000 Penalty: 954.148132
	Iteration 45Q: 3 clusters Score -2896651 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2896696.000000 Penalty: 954.148132
	Iteration 46Q: 3 clusters Score -2896696 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2896789.000000 Penalty: 954.148132
	Iteration 47Q: 3 clusters Score -2896789 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2896950.250000 Penalty: 954.148132
	Iteration 48Q: 3 clusters Score -2896950 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2897124.500000 Penalty: 954.148132
	Iteration 49Q: 3 clusters Score -2897124 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2897309.500000 Penalty: 954.148132
	Iteration 50Q: 3 clusters Score -2897310 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2897556.250000 Penalty: 954.148132
	Iteration 51Q: 3 clusters Score -2897556 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2897773.250000 Penalty: 954.148132
	Iteration 52Q: 3 clusters Score -2897773 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2897976.500000 Penalty: 954.148132
	Iteration 53Q: 3 clusters Score -2897976 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2898178.000000 Penalty: 954.148132
	Iteration 54Q: 3 clusters Score -2898178 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2898305.000000 Penalty: 954.148132
	Iteration 55Q: 3 clusters Score -2898305 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2898406.500000 Penalty: 954.148132
	Iteration 56Q: 3 clusters Score -2898406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2898437.250000 Penalty: 954.148132
	Iteration 57Q: 3 clusters Score -2898437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2898465.000000 Penalty: 954.148132
	Iteration 58Q: 3 clusters Score -2898465 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2898485.750000 Penalty: 954.148132
	Iteration 59Q: 3 clusters Score -2898486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2899079.250000 Penalty: 954.148132
	Iteration 60F: 3 clusters Score -2899079 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2899114.000000 Penalty: 954.148132
	Iteration 61Q: 3 clusters Score -2899114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2899123.750000 Penalty: 954.148132
	Iteration 62Q: 3 clusters Score -2899124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2899134.250000 Penalty: 954.148132
	Iteration 63Q: 3 clusters Score -2899134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2899148.750000 Penalty: 954.148132
	Iteration 64Q: 3 clusters Score -2899149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -2899153.250000 Penalty: 954.148132
	Iteration 65Q: 3 clusters Score -2899153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -2899158.000000 Penalty: 954.148132
	Iteration 66Q: 3 clusters Score -2899158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2899161.500000 Penalty: 954.148132
	Iteration 67Q: 3 clusters Score -2899162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -2899161.500000 Penalty: 954.148132
	Iteration 68F: 3 clusters Score -2899162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -17017.796875 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -17017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16661.166016 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -16661.17 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16762.054688 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -16762.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16802.123047 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -16802.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16831.431641 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -16831.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16855.507812 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -16855.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16880.736328 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -16880.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16891.572266 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -16891.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16897.496094 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -16897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16897.871094 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -16897.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16899.111328 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -16899.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16903.046875 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -16903.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16905.564453 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -16905.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16910.169922 Penalty: 535.635498
	Iteration 12Q: 3 clusters Score -16910.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16917.056641 Penalty: 535.635498
	Iteration 13Q: 3 clusters Score -16917.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16918.597656 Penalty: 535.635498
	Iteration 14Q: 3 clusters Score -16918.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16918.751953 Penalty: 535.635498
	Iteration 15Q: 3 clusters Score -16918.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16918.751953 Penalty: 535.635498
	Iteration 16F: 3 clusters Score -16918.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 194 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 1857 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 26626 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 46847 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 2119 members 
Mstep: Class 24 contains 20398 members 
Mstep: Class 25 contains 684 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 5604 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 13323 members 
Mstep: Class 32 contains 26144 members 
Mstep: Class 33 contains 24035 members 
Mstep: Class 34 contains 511 members 
Mstep: Class 35 contains 23359 members 
Mstep: Class 36 contains 2117 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 168 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 6552 members 
Mstep: Class 42 contains 1869 members 
Mstep: Class 43 contains 310 members 
Mstep: Class 44 contains 134 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 13217 members 
Mstep: Class 47 contains 704 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 516 members 
Mstep: Class 50 contains 42849 members 
Mstep: Class 52 contains 20852 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35780 members 
Mstep: Class 55 contains 360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 64. Lose 492.680420 but Gain 601.937500
Score: -42136996.000000 Penalty: 39125.867188
Iteration 119Q: 66 clusters Score -4.2137e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5559 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 22140 members 
Mstep: Class 5 contains 195 members 
Mstep: Class 6 contains 749 members 
Mstep: Class 7 contains 36685 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 1917 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 369 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 26765 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 24553 members 
Mstep: Class 16 contains 430 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 46930 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 6564 members 
Mstep: Class 21 contains 22784 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2125 members 
Mstep: Class 24 contains 20431 members 
Mstep: Class 25 contains 688 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 296 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 13765 members 
Mstep: Class 32 contains 26736 members 
Mstep: Class 33 contains 24379 members 
Mstep: Class 34 contains 540 members 
Mstep: Class 35 contains 23744 members 
Mstep: Class 36 contains 2419 members 
Mstep: Class 37 contains 788 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 1459 members 
Mstep: Class 41 contains 6667 members 
Mstep: Class 42 contains 1859 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 619 members 
Mstep: Class 46 contains 13070 members 
Mstep: Class 47 contains 834 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 538 members 
Mstep: Class 50 contains 42300 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20673 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 35358 members 
Mstep: Class 55 contains 366 members 
Mstep: Class 56 contains 1995 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 409 members 
Mstep: Class 59 contains 40113 members 
Mstep: Class 60 contains 20476 members 
Mstep: Class 61 contains 6717 members 
Mstep: Class 62 contains 2439 members 
Mstep: Class 63 contains 299 members 
Mstep: Class 65 contains 902 members 
Mstep: Class 66 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142348.000000 Penalty: 39125.867188
Iteration 120F: 66 clusters Score -4.214235e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 19182 members 
Mstep: Class 4 contains 22091 members 
Mstep: Class 5 contains 193 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 36255 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 301 members 
Mstep: Class 13 contains 26965 members 
Mstep: Class 14 contains 285 members 
Mstep: Class 15 contains 27531 members 
Mstep: Class 16 contains 442 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 22794 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 20412 members 
Mstep: Class 25 contains 641 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 305 members 
Mstep: Class 29 contains 7019 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 13735 members 
Mstep: Class 32 contains 26811 members 
Mstep: Class 33 contains 24671 members 
Mstep: Class 34 contains 531 members 
Mstep: Class 35 contains 24059 members 
Mstep: Class 36 contains 2603 members 
Mstep: Class 37 contains 824 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 6541 members 
Mstep: Class 42 contains 1858 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 621 members 
Mstep: Class 46 contains 12954 members 
Mstep: Class 47 contains 929 members 
Mstep: Class 48 contains 242 members 
Mstep: Class 49 contains 533 members 
Mstep: Class 50 contains 35480 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20567 members 
Mstep: Class 53 contains 904 members 
Mstep: Class 54 contains 34928 members 
Mstep: Class 55 contains 364 members 
Mstep: Class 56 contains 1985 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 478 members 
Mstep: Class 59 contains 42781 members 
Mstep: Class 60 contains 20648 members 
Mstep: Class 61 contains 6834 members 
Mstep: Class 62 contains 2818 members 
Mstep: Class 63 contains 316 members 
Mstep: Class 65 contains 961 members 
Mstep: Class 66 contains 8943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 597.663330 but Gain 601.937500
Score: -42148036.000000 Penalty: 38523.929688
Iteration 121Q: 65 clusters Score -4.214804e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 22090 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 35870 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 1853 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 345 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 27514 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 29570 members 
Mstep: Class 16 contains 461 members 
Mstep: Class 18 contains 46862 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 22785 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2094 members 
Mstep: Class 24 contains 20400 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 7752 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 13784 members 
Mstep: Class 32 contains 26707 members 
Mstep: Class 33 contains 25076 members 
Mstep: Class 34 contains 531 members 
Mstep: Class 35 contains 24419 members 
Mstep: Class 36 contains 2742 members 
Mstep: Class 37 contains 829 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 40 contains 1241 members 
Mstep: Class 41 contains 6413 members 
Mstep: Class 42 contains 2026 members 
Mstep: Class 43 contains 301 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 618 members 
Mstep: Class 46 contains 12883 members 
Mstep: Class 47 contains 984 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 530 members 
Mstep: Class 50 contains 31848 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20560 members 
Mstep: Class 53 contains 907 members 
Mstep: Class 54 contains 34563 members 
Mstep: Class 55 contains 364 members 
Mstep: Class 56 contains 1959 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 510 members 
Mstep: Class 59 contains 42894 members 
Mstep: Class 60 contains 20796 members 
Mstep: Class 61 contains 6936 members 
Mstep: Class 62 contains 3049 members 
Mstep: Class 63 contains 325 members 
Mstep: Class 65 contains 1003 members 
Mstep: Class 66 contains 8922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150484.000000 Penalty: 38523.929688
Iteration 122Q: 65 clusters Score -4.215048e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 19648 members 
Mstep: Class 4 contains 22129 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 35499 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 339 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 28239 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 31115 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 18 contains 46862 members 
Mstep: Class 19 contains 534 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 22748 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 20356 members 
Mstep: Class 25 contains 592 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 8426 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 13862 members 
Mstep: Class 32 contains 26640 members 
Mstep: Class 33 contains 25137 members 
Mstep: Class 34 contains 531 members 
Mstep: Class 35 contains 24812 members 
Mstep: Class 36 contains 2824 members 
Mstep: Class 37 contains 830 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 1141 members 
Mstep: Class 41 contains 6264 members 
Mstep: Class 42 contains 2028 members 
Mstep: Class 43 contains 300 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 618 members 
Mstep: Class 46 contains 12855 members 
Mstep: Class 47 contains 1027 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 527 members 
Mstep: Class 50 contains 29100 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20564 members 
Mstep: Class 53 contains 909 members 
Mstep: Class 54 contains 34307 members 
Mstep: Class 55 contains 360 members 
Mstep: Class 56 contains 1939 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 520 members 
Mstep: Class 59 contains 42455 members 
Mstep: Class 60 contains 20904 members 
Mstep: Class 61 contains 7045 members 
Mstep: Class 62 contains 3179 members 
Mstep: Class 63 contains 326 members 
Mstep: Class 65 contains 1030 members 
Mstep: Class 66 contains 8891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151712.000000 Penalty: 38523.929688
Iteration 123Q: 65 clusters Score -4.215171e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5507 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 22188 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 35190 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 29033 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 32120 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 18 contains 46865 members 
Mstep: Class 19 contains 536 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 22701 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2086 members 
Mstep: Class 24 contains 20320 members 
Mstep: Class 25 contains 571 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 9040 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 13951 members 
Mstep: Class 32 contains 26606 members 
Mstep: Class 33 contains 25130 members 
Mstep: Class 34 contains 530 members 
Mstep: Class 35 contains 25240 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 840 members 
Mstep: Class 38 contains 292 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 1063 members 
Mstep: Class 41 contains 6109 members 
Mstep: Class 42 contains 2030 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 615 members 
Mstep: Class 46 contains 12827 members 
Mstep: Class 47 contains 1061 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 526 members 
Mstep: Class 50 contains 26756 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20585 members 
Mstep: Class 53 contains 911 members 
Mstep: Class 54 contains 34073 members 
Mstep: Class 55 contains 359 members 
Mstep: Class 56 contains 1924 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 527 members 
Mstep: Class 59 contains 42055 members 
Mstep: Class 60 contains 21014 members 
Mstep: Class 61 contains 7138 members 
Mstep: Class 62 contains 3242 members 
Mstep: Class 63 contains 329 members 
Mstep: Class 65 contains 1064 members 
Mstep: Class 66 contains 8831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42152492.000000 Penalty: 38523.929688
Iteration 124Q: 65 clusters Score -4.215249e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 20364 members 
Mstep: Class 4 contains 22273 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 34934 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 335 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 29812 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 32728 members 
Mstep: Class 16 contains 505 members 
Mstep: Class 18 contains 46857 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6514 members 
Mstep: Class 21 contains 22614 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 20275 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 326 members 
Mstep: Class 29 contains 9451 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 14020 members 
Mstep: Class 32 contains 26575 members 
Mstep: Class 33 contains 24999 members 
Mstep: Class 34 contains 530 members 
Mstep: Class 35 contains 25652 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 288 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 997 members 
Mstep: Class 41 contains 5964 members 
Mstep: Class 42 contains 2040 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 137 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12820 members 
Mstep: Class 47 contains 1089 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 526 members 
Mstep: Class 50 contains 24889 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20646 members 
Mstep: Class 53 contains 910 members 
Mstep: Class 54 contains 33958 members 
Mstep: Class 55 contains 358 members 
Mstep: Class 56 contains 1914 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 41748 members 
Mstep: Class 60 contains 21135 members 
Mstep: Class 61 contains 7190 members 
Mstep: Class 62 contains 3274 members 
Mstep: Class 63 contains 331 members 
Mstep: Class 65 contains 1087 members 
Mstep: Class 66 contains 8771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153088.000000 Penalty: 38523.929688
Iteration 125Q: 65 clusters Score -4.215309e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 20809 members 
Mstep: Class 4 contains 22339 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 30401 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33088 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 18 contains 46834 members 
Mstep: Class 19 contains 538 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 22543 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2082 members 
Mstep: Class 24 contains 20231 members 
Mstep: Class 25 contains 539 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 9784 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 14107 members 
Mstep: Class 32 contains 26528 members 
Mstep: Class 33 contains 24844 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 26032 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 855 members 
Mstep: Class 38 contains 290 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 943 members 
Mstep: Class 41 contains 5802 members 
Mstep: Class 42 contains 2049 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 136 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12813 members 
Mstep: Class 47 contains 1099 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 525 members 
Mstep: Class 50 contains 23377 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20709 members 
Mstep: Class 53 contains 911 members 
Mstep: Class 54 contains 33910 members 
Mstep: Class 55 contains 357 members 
Mstep: Class 56 contains 1904 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 544 members 
Mstep: Class 59 contains 41559 members 
Mstep: Class 60 contains 21258 members 
Mstep: Class 61 contains 7227 members 
Mstep: Class 62 contains 3292 members 
Mstep: Class 63 contains 329 members 
Mstep: Class 65 contains 1098 members 
Mstep: Class 66 contains 8718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153508.000000 Penalty: 38523.929688
Iteration 126Q: 65 clusters Score -4.215351e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 21247 members 
Mstep: Class 4 contains 22408 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 34546 members 
Mstep: Class 8 contains 4181 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 30846 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33253 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 18 contains 46778 members 
Mstep: Class 19 contains 539 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 22483 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2079 members 
Mstep: Class 24 contains 20188 members 
Mstep: Class 25 contains 531 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 10137 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 14187 members 
Mstep: Class 32 contains 26530 members 
Mstep: Class 33 contains 24702 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 26390 members 
Mstep: Class 36 contains 2918 members 
Mstep: Class 37 contains 855 members 
Mstep: Class 38 contains 286 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 5641 members 
Mstep: Class 42 contains 2072 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 615 members 
Mstep: Class 46 contains 12803 members 
Mstep: Class 47 contains 1116 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 22299 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20774 members 
Mstep: Class 53 contains 912 members 
Mstep: Class 54 contains 33838 members 
Mstep: Class 55 contains 356 members 
Mstep: Class 56 contains 1880 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 549 members 
Mstep: Class 59 contains 41260 members 
Mstep: Class 60 contains 21368 members 
Mstep: Class 61 contains 7245 members 
Mstep: Class 62 contains 3302 members 
Mstep: Class 63 contains 332 members 
Mstep: Class 65 contains 1101 members 
Mstep: Class 66 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153544.000000 Penalty: 38523.929688
Iteration 127Q: 65 clusters Score -4.215354e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 21661 members 
Mstep: Class 4 contains 22482 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 34396 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 31236 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33364 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 18 contains 46735 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 22392 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2076 members 
Mstep: Class 24 contains 20158 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 10488 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 14278 members 
Mstep: Class 32 contains 26542 members 
Mstep: Class 33 contains 24558 members 
Mstep: Class 34 contains 527 members 
Mstep: Class 35 contains 26697 members 
Mstep: Class 36 contains 2934 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 879 members 
Mstep: Class 41 contains 5455 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12798 members 
Mstep: Class 47 contains 1123 members 
Mstep: Class 48 contains 247 members 
Mstep: Class 49 contains 525 members 
Mstep: Class 50 contains 21413 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20866 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 33797 members 
Mstep: Class 55 contains 356 members 
Mstep: Class 56 contains 1869 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 553 members 
Mstep: Class 59 contains 40920 members 
Mstep: Class 60 contains 21480 members 
Mstep: Class 61 contains 7250 members 
Mstep: Class 62 contains 3293 members 
Mstep: Class 63 contains 341 members 
Mstep: Class 65 contains 1110 members 
Mstep: Class 66 contains 8654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153716.000000 Penalty: 38523.929688
Iteration 128Q: 65 clusters Score -4.215372e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 22103 members 
Mstep: Class 4 contains 22565 members 
Mstep: Class 5 contains 192 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 34285 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 1836 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 334 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 31509 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33446 members 
Mstep: Class 16 contains 566 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 535 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 22297 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 20130 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 326 members 
Mstep: Class 29 contains 10775 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 14360 members 
Mstep: Class 32 contains 26536 members 
Mstep: Class 33 contains 24429 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 27004 members 
Mstep: Class 36 contains 2945 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 276 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 864 members 
Mstep: Class 41 contains 5253 members 
Mstep: Class 42 contains 2108 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12796 members 
Mstep: Class 47 contains 1128 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 20678 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 20948 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 33742 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 1859 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 557 members 
Mstep: Class 59 contains 40598 members 
Mstep: Class 60 contains 21612 members 
Mstep: Class 61 contains 7237 members 
Mstep: Class 62 contains 3293 members 
Mstep: Class 63 contains 342 members 
Mstep: Class 65 contains 1121 members 
Mstep: Class 66 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153788.000000 Penalty: 38523.929688
Iteration 129Q: 65 clusters Score -4.215379e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5480 members 
Mstep: Class 3 contains 22565 members 
Mstep: Class 4 contains 22606 members 
Mstep: Class 5 contains 190 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 34221 members 
Mstep: Class 8 contains 4213 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 333 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 31715 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33474 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 18 contains 46643 members 
Mstep: Class 19 contains 534 members 
Mstep: Class 20 contains 6416 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2074 members 
Mstep: Class 24 contains 20094 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 326 members 
Mstep: Class 29 contains 11026 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 14460 members 
Mstep: Class 32 contains 26534 members 
Mstep: Class 33 contains 24300 members 
Mstep: Class 34 contains 524 members 
Mstep: Class 35 contains 27277 members 
Mstep: Class 36 contains 2954 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 850 members 
Mstep: Class 41 contains 5052 members 
Mstep: Class 42 contains 2111 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12800 members 
Mstep: Class 47 contains 1130 members 
Mstep: Class 48 contains 246 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 20005 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21058 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 33705 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 1856 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 559 members 
Mstep: Class 59 contains 40335 members 
Mstep: Class 60 contains 21729 members 
Mstep: Class 61 contains 7207 members 
Mstep: Class 62 contains 3313 members 
Mstep: Class 63 contains 344 members 
Mstep: Class 65 contains 1127 members 
Mstep: Class 66 contains 8606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153760.000000 Penalty: 38523.929688
Iteration 130Q: 65 clusters Score -4.215376e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 22975 members 
Mstep: Class 4 contains 22616 members 
Mstep: Class 5 contains 188 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 34188 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 31924 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33407 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 6381 members 
Mstep: Class 21 contains 22131 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 20072 members 
Mstep: Class 25 contains 511 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11186 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 14596 members 
Mstep: Class 32 contains 26537 members 
Mstep: Class 33 contains 24179 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 27509 members 
Mstep: Class 36 contains 2958 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 831 members 
Mstep: Class 41 contains 4875 members 
Mstep: Class 42 contains 2119 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12800 members 
Mstep: Class 47 contains 1133 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 19464 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21196 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33680 members 
Mstep: Class 55 contains 356 members 
Mstep: Class 56 contains 1854 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 565 members 
Mstep: Class 59 contains 40160 members 
Mstep: Class 60 contains 21787 members 
Mstep: Class 61 contains 7157 members 
Mstep: Class 62 contains 3335 members 
Mstep: Class 63 contains 346 members 
Mstep: Class 65 contains 1128 members 
Mstep: Class 66 contains 8590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153988.000000 Penalty: 38523.929688
Iteration 131Q: 65 clusters Score -4.215399e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5471 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 22629 members 
Mstep: Class 5 contains 188 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 7 contains 34160 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 330 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 32076 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33440 members 
Mstep: Class 16 contains 592 members 
Mstep: Class 18 contains 46524 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 22050 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 20060 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11236 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 14712 members 
Mstep: Class 32 contains 26535 members 
Mstep: Class 33 contains 24066 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 27701 members 
Mstep: Class 36 contains 2966 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 815 members 
Mstep: Class 41 contains 4712 members 
Mstep: Class 42 contains 2129 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12793 members 
Mstep: Class 47 contains 1137 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 18998 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21327 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33688 members 
Mstep: Class 55 contains 355 members 
Mstep: Class 56 contains 1848 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 568 members 
Mstep: Class 59 contains 40007 members 
Mstep: Class 60 contains 21843 members 
Mstep: Class 61 contains 7095 members 
Mstep: Class 62 contains 3351 members 
Mstep: Class 63 contains 348 members 
Mstep: Class 65 contains 1133 members 
Mstep: Class 66 contains 8590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154488.000000 Penalty: 38523.929688
Iteration 132Q: 65 clusters Score -4.215449e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5466 members 
Mstep: Class 3 contains 23760 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 34155 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 328 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32169 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33456 members 
Mstep: Class 16 contains 607 members 
Mstep: Class 18 contains 46466 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21980 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11282 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 14841 members 
Mstep: Class 32 contains 26544 members 
Mstep: Class 33 contains 23965 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 27862 members 
Mstep: Class 36 contains 2966 members 
Mstep: Class 37 contains 865 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 796 members 
Mstep: Class 41 contains 4555 members 
Mstep: Class 42 contains 2145 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12796 members 
Mstep: Class 47 contains 1140 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 18568 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21435 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33702 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1829 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 570 members 
Mstep: Class 59 contains 39912 members 
Mstep: Class 60 contains 21874 members 
Mstep: Class 61 contains 7024 members 
Mstep: Class 62 contains 3365 members 
Mstep: Class 63 contains 350 members 
Mstep: Class 65 contains 1140 members 
Mstep: Class 66 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154824.000000 Penalty: 38523.929688
Iteration 133Q: 65 clusters Score -4.215482e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5455 members 
Mstep: Class 3 contains 24126 members 
Mstep: Class 4 contains 22634 members 
Mstep: Class 5 contains 185 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34155 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 1821 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 327 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32179 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33516 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 18 contains 46425 members 
Mstep: Class 19 contains 531 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 21913 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 20005 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11284 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 14962 members 
Mstep: Class 32 contains 26557 members 
Mstep: Class 33 contains 23871 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 28039 members 
Mstep: Class 36 contains 2968 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 787 members 
Mstep: Class 41 contains 4400 members 
Mstep: Class 42 contains 2157 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12800 members 
Mstep: Class 47 contains 1143 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 18244 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21555 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33733 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1813 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 571 members 
Mstep: Class 59 contains 39817 members 
Mstep: Class 60 contains 21902 members 
Mstep: Class 61 contains 6920 members 
Mstep: Class 62 contains 3376 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1149 members 
Mstep: Class 66 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154768.000000 Penalty: 38523.929688
Iteration 134Q: 65 clusters Score -4.215477e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 24444 members 
Mstep: Class 4 contains 22659 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34153 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32135 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33597 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 18 contains 46409 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6298 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 19967 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11267 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 15097 members 
Mstep: Class 32 contains 26558 members 
Mstep: Class 33 contains 23800 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 28175 members 
Mstep: Class 36 contains 2969 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 786 members 
Mstep: Class 41 contains 4265 members 
Mstep: Class 42 contains 2170 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12809 members 
Mstep: Class 47 contains 1145 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 17977 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21654 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33778 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1800 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 573 members 
Mstep: Class 59 contains 39755 members 
Mstep: Class 60 contains 21909 members 
Mstep: Class 61 contains 6824 members 
Mstep: Class 62 contains 3376 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1156 members 
Mstep: Class 66 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154856.000000 Penalty: 38523.929688
Iteration 135Q: 65 clusters Score -4.215486e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 24754 members 
Mstep: Class 4 contains 22687 members 
Mstep: Class 5 contains 184 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34150 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 1816 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32053 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33680 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6291 members 
Mstep: Class 21 contains 21697 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 19938 members 
Mstep: Class 25 contains 501 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11243 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 15240 members 
Mstep: Class 32 contains 26557 members 
Mstep: Class 33 contains 23721 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 28316 members 
Mstep: Class 36 contains 2971 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 783 members 
Mstep: Class 41 contains 4152 members 
Mstep: Class 42 contains 2183 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12809 members 
Mstep: Class 47 contains 1148 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 17752 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21728 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33836 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1781 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 574 members 
Mstep: Class 59 contains 39709 members 
Mstep: Class 60 contains 21902 members 
Mstep: Class 61 contains 6714 members 
Mstep: Class 62 contains 3375 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1166 members 
Mstep: Class 66 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154888.000000 Penalty: 38523.929688
Iteration 136Q: 65 clusters Score -4.215489e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 22718 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34151 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32009 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33791 members 
Mstep: Class 16 contains 668 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6288 members 
Mstep: Class 21 contains 21571 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 19912 members 
Mstep: Class 25 contains 495 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11168 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 15374 members 
Mstep: Class 32 contains 26552 members 
Mstep: Class 33 contains 23633 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 28451 members 
Mstep: Class 36 contains 2972 members 
Mstep: Class 37 contains 852 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 779 members 
Mstep: Class 41 contains 4050 members 
Mstep: Class 42 contains 2187 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12806 members 
Mstep: Class 47 contains 1159 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 17582 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21802 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 33908 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1763 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 575 members 
Mstep: Class 59 contains 39637 members 
Mstep: Class 60 contains 21901 members 
Mstep: Class 61 contains 6609 members 
Mstep: Class 62 contains 3373 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1176 members 
Mstep: Class 66 contains 8636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154972.000000 Penalty: 38523.929688
Iteration 137Q: 65 clusters Score -4.215497e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 25292 members 
Mstep: Class 4 contains 22727 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34154 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 1823 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32008 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33812 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 18 contains 46372 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 21442 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2068 members 
Mstep: Class 24 contains 19889 members 
Mstep: Class 25 contains 490 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 15530 members 
Mstep: Class 32 contains 26562 members 
Mstep: Class 33 contains 23552 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 28582 members 
Mstep: Class 36 contains 2982 members 
Mstep: Class 37 contains 853 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 774 members 
Mstep: Class 41 contains 3956 members 
Mstep: Class 42 contains 2191 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12809 members 
Mstep: Class 47 contains 1161 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 17393 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21864 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 34002 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1735 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 575 members 
Mstep: Class 59 contains 39669 members 
Mstep: Class 60 contains 21885 members 
Mstep: Class 61 contains 6468 members 
Mstep: Class 62 contains 3367 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1178 members 
Mstep: Class 66 contains 8666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154856.000000 Penalty: 38523.929688
Iteration 138Q: 65 clusters Score -4.215486e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 25523 members 
Mstep: Class 4 contains 22730 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34160 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 1825 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32028 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33830 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 18 contains 46344 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 21331 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 19868 members 
Mstep: Class 25 contains 486 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 10906 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 15679 members 
Mstep: Class 32 contains 26541 members 
Mstep: Class 33 contains 23502 members 
Mstep: Class 34 contains 522 members 
Mstep: Class 35 contains 28675 members 
Mstep: Class 36 contains 2987 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 775 members 
Mstep: Class 41 contains 3861 members 
Mstep: Class 42 contains 2198 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12814 members 
Mstep: Class 47 contains 1162 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 17235 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 21945 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1715 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 575 members 
Mstep: Class 59 contains 39705 members 
Mstep: Class 60 contains 21867 members 
Mstep: Class 61 contains 6341 members 
Mstep: Class 62 contains 3363 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1181 members 
Mstep: Class 66 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154796.000000 Penalty: 38523.929688
Iteration 139Q: 65 clusters Score -4.21548e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 25713 members 
Mstep: Class 4 contains 22731 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34174 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 1831 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32063 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 33858 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 18 contains 46311 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6291 members 
Mstep: Class 21 contains 21219 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2069 members 
Mstep: Class 24 contains 19852 members 
Mstep: Class 25 contains 485 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 10752 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 15847 members 
Mstep: Class 32 contains 26555 members 
Mstep: Class 33 contains 23443 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28783 members 
Mstep: Class 36 contains 2992 members 
Mstep: Class 37 contains 860 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 775 members 
Mstep: Class 41 contains 3774 members 
Mstep: Class 42 contains 2204 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12818 members 
Mstep: Class 47 contains 1166 members 
Mstep: Class 48 contains 245 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 17120 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22018 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34135 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1695 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 575 members 
Mstep: Class 59 contains 39710 members 
Mstep: Class 60 contains 21813 members 
Mstep: Class 61 contains 6224 members 
Mstep: Class 62 contains 3359 members 
Mstep: Class 63 contains 354 members 
Mstep: Class 65 contains 1181 members 
Mstep: Class 66 contains 8774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155508.000000 Penalty: 38523.929688
Iteration 140F: 65 clusters Score -4.215551e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 25888 members 
Mstep: Class 4 contains 22696 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34190 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32099 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 34336 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 18 contains 46269 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21138 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19833 members 
Mstep: Class 25 contains 480 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 11109 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 16016 members 
Mstep: Class 32 contains 26578 members 
Mstep: Class 33 contains 23421 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28858 members 
Mstep: Class 36 contains 2993 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 770 members 
Mstep: Class 41 contains 3690 members 
Mstep: Class 42 contains 2211 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12827 members 
Mstep: Class 47 contains 1169 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 16582 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22085 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34167 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1672 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 578 members 
Mstep: Class 59 contains 39207 members 
Mstep: Class 60 contains 21743 members 
Mstep: Class 61 contains 6122 members 
Mstep: Class 62 contains 3356 members 
Mstep: Class 63 contains 355 members 
Mstep: Class 65 contains 1187 members 
Mstep: Class 66 contains 8846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155940.000000 Penalty: 38523.929688
Iteration 141Q: 65 clusters Score -4.215594e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 26047 members 
Mstep: Class 4 contains 22671 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34206 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32190 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 34707 members 
Mstep: Class 16 contains 720 members 
Mstep: Class 18 contains 46216 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21057 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 19824 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 11459 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 16172 members 
Mstep: Class 32 contains 26617 members 
Mstep: Class 33 contains 23422 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28928 members 
Mstep: Class 36 contains 2993 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 764 members 
Mstep: Class 41 contains 3606 members 
Mstep: Class 42 contains 2226 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12822 members 
Mstep: Class 47 contains 1172 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 16184 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22149 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34184 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1651 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 38631 members 
Mstep: Class 60 contains 21693 members 
Mstep: Class 61 contains 6017 members 
Mstep: Class 62 contains 3349 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 8905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156212.000000 Penalty: 38523.929688
Iteration 142Q: 65 clusters Score -4.215621e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 26194 members 
Mstep: Class 4 contains 22635 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34215 members 
Mstep: Class 8 contains 4274 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 35086 members 
Mstep: Class 16 contains 723 members 
Mstep: Class 18 contains 46154 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 21004 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 19819 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 11780 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 16343 members 
Mstep: Class 32 contains 26669 members 
Mstep: Class 33 contains 23416 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28977 members 
Mstep: Class 36 contains 2995 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 749 members 
Mstep: Class 41 contains 3525 members 
Mstep: Class 42 contains 2234 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12822 members 
Mstep: Class 47 contains 1172 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 15862 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22213 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34219 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1640 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 38089 members 
Mstep: Class 60 contains 21610 members 
Mstep: Class 61 contains 5925 members 
Mstep: Class 62 contains 3341 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 8969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156680.000000 Penalty: 38523.929688
Iteration 143Q: 65 clusters Score -4.215668e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 26314 members 
Mstep: Class 4 contains 22587 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34222 members 
Mstep: Class 8 contains 4275 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32190 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 35441 members 
Mstep: Class 16 contains 726 members 
Mstep: Class 18 contains 46085 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6340 members 
Mstep: Class 21 contains 20971 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 19806 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12097 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 16527 members 
Mstep: Class 32 contains 26718 members 
Mstep: Class 33 contains 23419 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29025 members 
Mstep: Class 36 contains 2995 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 731 members 
Mstep: Class 41 contains 3448 members 
Mstep: Class 42 contains 2243 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1173 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 15496 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22265 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 34260 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1624 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 37658 members 
Mstep: Class 60 contains 21513 members 
Mstep: Class 61 contains 5834 members 
Mstep: Class 62 contains 3335 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157092.000000 Penalty: 38523.929688
Iteration 144Q: 65 clusters Score -4.215709e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 26439 members 
Mstep: Class 4 contains 22526 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34225 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32232 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 35689 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 18 contains 46028 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 20961 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19794 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12415 members 
Mstep: Class 30 contains 508 members 
Mstep: Class 31 contains 16685 members 
Mstep: Class 32 contains 26773 members 
Mstep: Class 33 contains 23424 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29050 members 
Mstep: Class 36 contains 2998 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 728 members 
Mstep: Class 41 contains 3377 members 
Mstep: Class 42 contains 2253 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12816 members 
Mstep: Class 47 contains 1172 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 15143 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22285 members 
Mstep: Class 53 contains 918 members 
Mstep: Class 54 contains 34308 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1601 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 37259 members 
Mstep: Class 60 contains 21443 members 
Mstep: Class 61 contains 5754 members 
Mstep: Class 62 contains 3325 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157628.000000 Penalty: 38523.929688
Iteration 145Q: 65 clusters Score -4.215763e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5331 members 
Mstep: Class 3 contains 26544 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32411 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 35860 members 
Mstep: Class 16 contains 727 members 
Mstep: Class 18 contains 45979 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 20957 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19783 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12699 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 16847 members 
Mstep: Class 32 contains 26812 members 
Mstep: Class 33 contains 23432 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29079 members 
Mstep: Class 36 contains 3000 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 3305 members 
Mstep: Class 42 contains 2257 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12818 members 
Mstep: Class 47 contains 1174 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 14768 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22316 members 
Mstep: Class 53 contains 920 members 
Mstep: Class 54 contains 34362 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1586 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 36872 members 
Mstep: Class 60 contains 21367 members 
Mstep: Class 61 contains 5667 members 
Mstep: Class 62 contains 3320 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157972.000000 Penalty: 38523.929688
Iteration 146Q: 65 clusters Score -4.215797e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 26666 members 
Mstep: Class 4 contains 22390 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34222 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36040 members 
Mstep: Class 16 contains 726 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 20960 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19777 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12850 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 16982 members 
Mstep: Class 32 contains 26857 members 
Mstep: Class 33 contains 23461 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29105 members 
Mstep: Class 36 contains 3000 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 727 members 
Mstep: Class 41 contains 3241 members 
Mstep: Class 42 contains 2266 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12819 members 
Mstep: Class 47 contains 1174 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 14393 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22375 members 
Mstep: Class 53 contains 925 members 
Mstep: Class 54 contains 34396 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1560 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 36581 members 
Mstep: Class 60 contains 21297 members 
Mstep: Class 61 contains 5575 members 
Mstep: Class 62 contains 3318 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158088.000000 Penalty: 38523.929688
Iteration 147Q: 65 clusters Score -4.215809e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5306 members 
Mstep: Class 3 contains 26758 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34230 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32926 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36189 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 18 contains 45875 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 20983 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 19779 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12873 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17103 members 
Mstep: Class 32 contains 26915 members 
Mstep: Class 33 contains 23487 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29126 members 
Mstep: Class 36 contains 3003 members 
Mstep: Class 37 contains 860 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 725 members 
Mstep: Class 41 contains 3185 members 
Mstep: Class 42 contains 2267 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12818 members 
Mstep: Class 47 contains 1174 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 522 members 
Mstep: Class 50 contains 14023 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22419 members 
Mstep: Class 53 contains 926 members 
Mstep: Class 54 contains 34437 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 36343 members 
Mstep: Class 60 contains 21230 members 
Mstep: Class 61 contains 5475 members 
Mstep: Class 62 contains 3309 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158108.000000 Penalty: 38523.929688
Iteration 148Q: 65 clusters Score -4.215811e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5292 members 
Mstep: Class 3 contains 26861 members 
Mstep: Class 4 contains 22227 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34220 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 33301 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36221 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 18 contains 45804 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6374 members 
Mstep: Class 21 contains 21021 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 19791 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12875 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17211 members 
Mstep: Class 32 contains 26946 members 
Mstep: Class 33 contains 23532 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29141 members 
Mstep: Class 36 contains 3006 members 
Mstep: Class 37 contains 860 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 720 members 
Mstep: Class 41 contains 3144 members 
Mstep: Class 42 contains 2266 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1173 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 522 members 
Mstep: Class 50 contains 13713 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22458 members 
Mstep: Class 53 contains 927 members 
Mstep: Class 54 contains 34470 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1521 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 36130 members 
Mstep: Class 60 contains 21158 members 
Mstep: Class 61 contains 5382 members 
Mstep: Class 62 contains 3297 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158172.000000 Penalty: 38523.929688
Iteration 149Q: 65 clusters Score -4.215817e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 22140 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34219 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 33623 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36262 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 18 contains 45745 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 19802 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12906 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17313 members 
Mstep: Class 32 contains 27000 members 
Mstep: Class 33 contains 23550 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29145 members 
Mstep: Class 36 contains 3008 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 717 members 
Mstep: Class 41 contains 3103 members 
Mstep: Class 42 contains 2268 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12814 members 
Mstep: Class 47 contains 1173 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 13346 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22474 members 
Mstep: Class 53 contains 929 members 
Mstep: Class 54 contains 34522 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1508 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35998 members 
Mstep: Class 60 contains 21093 members 
Mstep: Class 61 contains 5298 members 
Mstep: Class 62 contains 3293 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1191 members 
Mstep: Class 66 contains 9552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158336.000000 Penalty: 38523.929688
Iteration 150Q: 65 clusters Score -4.215834e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 27022 members 
Mstep: Class 4 contains 22066 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36319 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 18 contains 45696 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21062 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 19821 members 
Mstep: Class 25 contains 478 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12959 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17426 members 
Mstep: Class 32 contains 27028 members 
Mstep: Class 33 contains 23566 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29132 members 
Mstep: Class 36 contains 3011 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 713 members 
Mstep: Class 41 contains 3062 members 
Mstep: Class 42 contains 2268 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12815 members 
Mstep: Class 47 contains 1174 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 13034 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22489 members 
Mstep: Class 53 contains 931 members 
Mstep: Class 54 contains 34581 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1495 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35862 members 
Mstep: Class 60 contains 21012 members 
Mstep: Class 61 contains 5210 members 
Mstep: Class 62 contains 3291 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1191 members 
Mstep: Class 66 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158672.000000 Penalty: 38523.929688
Iteration 151Q: 65 clusters Score -4.215867e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 21999 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34230 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34062 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36385 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 18 contains 45645 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 21082 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2062 members 
Mstep: Class 24 contains 19834 members 
Mstep: Class 25 contains 477 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 12993 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17527 members 
Mstep: Class 32 contains 27063 members 
Mstep: Class 33 contains 23589 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29095 members 
Mstep: Class 36 contains 3018 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 712 members 
Mstep: Class 41 contains 3036 members 
Mstep: Class 42 contains 2269 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12814 members 
Mstep: Class 47 contains 1178 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 12779 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22499 members 
Mstep: Class 53 contains 932 members 
Mstep: Class 54 contains 34643 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1476 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35730 members 
Mstep: Class 60 contains 20951 members 
Mstep: Class 61 contains 5133 members 
Mstep: Class 62 contains 3297 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1190 members 
Mstep: Class 66 contains 9754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158824.000000 Penalty: 38523.929688
Iteration 152Q: 65 clusters Score -4.215882e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 27145 members 
Mstep: Class 4 contains 21912 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34232 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34257 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36445 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 18 contains 45599 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6385 members 
Mstep: Class 21 contains 21113 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 475 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13039 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17635 members 
Mstep: Class 32 contains 27074 members 
Mstep: Class 33 contains 23611 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29062 members 
Mstep: Class 36 contains 3025 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 710 members 
Mstep: Class 41 contains 3016 members 
Mstep: Class 42 contains 2266 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12812 members 
Mstep: Class 47 contains 1181 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 12505 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22514 members 
Mstep: Class 53 contains 935 members 
Mstep: Class 54 contains 34710 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1461 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35625 members 
Mstep: Class 60 contains 20897 members 
Mstep: Class 61 contains 5060 members 
Mstep: Class 62 contains 3305 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1192 members 
Mstep: Class 66 contains 9851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159204.000000 Penalty: 38523.929688
Iteration 153Q: 65 clusters Score -4.21592e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 27182 members 
Mstep: Class 4 contains 21829 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34237 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34427 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36501 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 18 contains 45549 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 21142 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 19857 members 
Mstep: Class 25 contains 472 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13147 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17738 members 
Mstep: Class 32 contains 27117 members 
Mstep: Class 33 contains 23645 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 29017 members 
Mstep: Class 36 contains 3030 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 708 members 
Mstep: Class 41 contains 2991 members 
Mstep: Class 42 contains 2269 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12813 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 522 members 
Mstep: Class 50 contains 12236 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22502 members 
Mstep: Class 53 contains 939 members 
Mstep: Class 54 contains 34772 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1446 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35499 members 
Mstep: Class 60 contains 20833 members 
Mstep: Class 61 contains 4986 members 
Mstep: Class 62 contains 3304 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1194 members 
Mstep: Class 66 contains 9966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159320.000000 Penalty: 38523.929688
Iteration 154Q: 65 clusters Score -4.215932e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 27197 members 
Mstep: Class 4 contains 21755 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34247 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34586 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36554 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 18 contains 45507 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 21158 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2065 members 
Mstep: Class 24 contains 19868 members 
Mstep: Class 25 contains 469 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13275 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17847 members 
Mstep: Class 32 contains 27133 members 
Mstep: Class 33 contains 23680 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28965 members 
Mstep: Class 36 contains 3032 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 703 members 
Mstep: Class 41 contains 2979 members 
Mstep: Class 42 contains 2271 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12809 members 
Mstep: Class 47 contains 1184 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 11962 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22489 members 
Mstep: Class 53 contains 942 members 
Mstep: Class 54 contains 34844 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1438 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 35405 members 
Mstep: Class 60 contains 20773 members 
Mstep: Class 61 contains 4908 members 
Mstep: Class 62 contains 3303 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1196 members 
Mstep: Class 66 contains 10072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159520.000000 Penalty: 38523.929688
Iteration 155Q: 65 clusters Score -4.215952e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 27191 members 
Mstep: Class 4 contains 21669 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34262 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34718 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36651 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 18 contains 45480 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 21165 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 19874 members 
Mstep: Class 25 contains 467 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13392 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 17949 members 
Mstep: Class 32 contains 27156 members 
Mstep: Class 33 contains 23713 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28927 members 
Mstep: Class 36 contains 3035 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 2963 members 
Mstep: Class 42 contains 2275 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 612 members 
Mstep: Class 46 contains 12812 members 
Mstep: Class 47 contains 1184 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 522 members 
Mstep: Class 50 contains 11637 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22486 members 
Mstep: Class 53 contains 946 members 
Mstep: Class 54 contains 34895 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1433 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35368 members 
Mstep: Class 60 contains 20709 members 
Mstep: Class 61 contains 4834 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1196 members 
Mstep: Class 66 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159868.000000 Penalty: 38523.929688
Iteration 156Q: 65 clusters Score -4.215987e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5139 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 21585 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34272 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 1854 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34966 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36739 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 18 contains 45465 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 21156 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2070 members 
Mstep: Class 24 contains 19882 members 
Mstep: Class 25 contains 465 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13421 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18054 members 
Mstep: Class 32 contains 27180 members 
Mstep: Class 33 contains 23746 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28868 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 691 members 
Mstep: Class 41 contains 2946 members 
Mstep: Class 42 contains 2274 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 613 members 
Mstep: Class 46 contains 12813 members 
Mstep: Class 47 contains 1184 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 11322 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22482 members 
Mstep: Class 53 contains 947 members 
Mstep: Class 54 contains 34958 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1432 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35319 members 
Mstep: Class 60 contains 20638 members 
Mstep: Class 61 contains 4779 members 
Mstep: Class 62 contains 3305 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1200 members 
Mstep: Class 66 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160072.000000 Penalty: 38523.929688
Iteration 157Q: 65 clusters Score -4.216007e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 27159 members 
Mstep: Class 4 contains 21494 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34282 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 35279 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36791 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 18 contains 45426 members 
Mstep: Class 19 contains 528 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 21165 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2073 members 
Mstep: Class 24 contains 19890 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13347 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18167 members 
Mstep: Class 32 contains 27180 members 
Mstep: Class 33 contains 23773 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28813 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2943 members 
Mstep: Class 42 contains 2275 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 614 members 
Mstep: Class 46 contains 12813 members 
Mstep: Class 47 contains 1184 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 523 members 
Mstep: Class 50 contains 11022 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22460 members 
Mstep: Class 53 contains 950 members 
Mstep: Class 54 contains 35028 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1434 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35340 members 
Mstep: Class 60 contains 20563 members 
Mstep: Class 61 contains 4719 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1204 members 
Mstep: Class 66 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160404.000000 Penalty: 38523.929688
Iteration 158Q: 65 clusters Score -4.21604e+07 nChanged 2717
Entering ConstructFrom: 
Score: -42160404.000000 Penalty: 38523.929688
Entering ConstructFrom: 
Trying to split cluster 1 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -49490.460938 Penalty: 300.541046
	Iteration 0F: 2 clusters Score -49490.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48868.097656 Penalty: 601.082092
	Iteration 0F: 3 clusters Score -48868.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49112.812500 Penalty: 601.082092
	Iteration 1F: 3 clusters Score -49112.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49161.628906 Penalty: 601.082092
	Iteration 2F: 3 clusters Score -49161.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49198.335938 Penalty: 601.082092
	Iteration 3F: 3 clusters Score -49198.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49230.605469 Penalty: 601.082092
	Iteration 4Q: 3 clusters Score -49230.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49247.050781 Penalty: 601.082092
	Iteration 5Q: 3 clusters Score -49247.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -49249.960938 Penalty: 601.082092
	Iteration 6Q: 3 clusters Score -49249.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49252.800781 Penalty: 601.082092
	Iteration 7Q: 3 clusters Score -49252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -49253.328125 Penalty: 601.082092
	Iteration 8Q: 3 clusters Score -49253.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49253.808594 Penalty: 601.082092
	Iteration 9Q: 3 clusters Score -49253.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49253.937500 Penalty: 601.082092
	Iteration 10Q: 3 clusters Score -49253.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49253.937500 Penalty: 601.082092
	Iteration 11F: 3 clusters Score -49253.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Entering Unmasked Estep 
Score: -378018.250000 Penalty: 388.540222
	Iteration 0F: 2 clusters Score -378018.2 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 2580 members 
Entering Unmasked Estep 
Score: -374530.656250 Penalty: 777.080444
	Iteration 0F: 3 clusters Score -374530.7 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -375948.312500 Penalty: 777.080444
	Iteration 1F: 3 clusters Score -375948.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -376281.250000 Penalty: 777.080444
	Iteration 2F: 3 clusters Score -376281.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -376671.875000 Penalty: 777.080444
	Iteration 3F: 3 clusters Score -376671.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -377062.500000 Penalty: 777.080444
	Iteration 4F: 3 clusters Score -377062.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -377366.781250 Penalty: 777.080444
	Iteration 5F: 3 clusters Score -377366.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -377533.468750 Penalty: 777.080444
	Iteration 6Q: 3 clusters Score -377533.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -377633.281250 Penalty: 777.080444
	Iteration 7Q: 3 clusters Score -377633.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -377687.093750 Penalty: 777.080444
	Iteration 8Q: 3 clusters Score -377687.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -377732.843750 Penalty: 777.080444
	Iteration 9Q: 3 clusters Score -377732.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -377777.406250 Penalty: 777.080444
	Iteration 10Q: 3 clusters Score -377777.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -377812.750000 Penalty: 777.080444
	Iteration 11Q: 3 clusters Score -377812.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -377835.000000 Penalty: 777.080444
	Iteration 12Q: 3 clusters Score -377835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -377847.968750 Penalty: 777.080444
	Iteration 13Q: 3 clusters Score -377848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -377864.375000 Penalty: 777.080444
	Iteration 14Q: 3 clusters Score -377864.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -377873.843750 Penalty: 777.080444
	Iteration 15Q: 3 clusters Score -377873.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -377882.093750 Penalty: 777.080444
	Iteration 16Q: 3 clusters Score -377882.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -377888.031250 Penalty: 777.080444
	Iteration 17Q: 3 clusters Score -377888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -377894.687500 Penalty: 777.080444
	Iteration 18Q: 3 clusters Score -377894.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -377901.781250 Penalty: 777.080444
	Iteration 19Q: 3 clusters Score -377901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -377906.187500 Penalty: 777.080444
	Iteration 20F: 3 clusters Score -377906.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -377912.281250 Penalty: 777.080444
	Iteration 21Q: 3 clusters Score -377912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -377913.000000 Penalty: 777.080444
	Iteration 22Q: 3 clusters Score -377913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -377914.875000 Penalty: 777.080444
	Iteration 23Q: 3 clusters Score -377914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -377917.000000 Penalty: 777.080444
	Iteration 24Q: 3 clusters Score -377917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -377917.718750 Penalty: 777.080444
	Iteration 25Q: 3 clusters Score -377917.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -377919.156250 Penalty: 777.080444
	Iteration 26Q: 3 clusters Score -377919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -377919.875000 Penalty: 777.080444
	Iteration 27Q: 3 clusters Score -377919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -377920.718750 Penalty: 777.080444
	Iteration 28Q: 3 clusters Score -377920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -377922.812500 Penalty: 777.080444
	Iteration 29Q: 3 clusters Score -377922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -377926.906250 Penalty: 777.080444
	Iteration 30Q: 3 clusters Score -377926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -377928.562500 Penalty: 777.080444
	Iteration 31Q: 3 clusters Score -377928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -377930.593750 Penalty: 777.080444
	Iteration 32Q: 3 clusters Score -377930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -377932.000000 Penalty: 777.080444
	Iteration 33Q: 3 clusters Score -377932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -377933.500000 Penalty: 777.080444
	Iteration 34Q: 3 clusters Score -377933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -377934.437500 Penalty: 777.080444
	Iteration 35Q: 3 clusters Score -377934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -377935.687500 Penalty: 777.080444
	Iteration 36Q: 3 clusters Score -377935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -377937.187500 Penalty: 777.080444
	Iteration 37Q: 3 clusters Score -377937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -377938.187500 Penalty: 777.080444
	Iteration 38Q: 3 clusters Score -377938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -377938.250000 Penalty: 777.080444
	Iteration 39Q: 3 clusters Score -377938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -377939.781250 Penalty: 777.080444
	Iteration 40F: 3 clusters Score -377939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -377940.687500 Penalty: 777.080444
	Iteration 41Q: 3 clusters Score -377940.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -377942.656250 Penalty: 777.080444
	Iteration 42Q: 3 clusters Score -377942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -377945.406250 Penalty: 777.080444
	Iteration 43Q: 3 clusters Score -377945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -377949.437500 Penalty: 777.080444
	Iteration 44Q: 3 clusters Score -377949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -377954.093750 Penalty: 777.080444
	Iteration 45Q: 3 clusters Score -377954.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -377955.968750 Penalty: 777.080444
	Iteration 46Q: 3 clusters Score -377956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -377959.062500 Penalty: 777.080444
	Iteration 47Q: 3 clusters Score -377959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -377963.500000 Penalty: 777.080444
	Iteration 48Q: 3 clusters Score -377963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -377968.781250 Penalty: 777.080444
	Iteration 49Q: 3 clusters Score -377968.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -377978.812500 Penalty: 777.080444
	Iteration 50Q: 3 clusters Score -377978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -377996.187500 Penalty: 777.080444
	Iteration 51Q: 3 clusters Score -377996.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -378023.062500 Penalty: 777.080444
	Iteration 52Q: 3 clusters Score -378023.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -378065.968750 Penalty: 777.080444
	Iteration 53Q: 3 clusters Score -378066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -378085.250000 Penalty: 777.080444
	Iteration 54Q: 3 clusters Score -378085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -378101.031250 Penalty: 777.080444
	Iteration 55Q: 3 clusters Score -378101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -378105.093750 Penalty: 777.080444
	Iteration 56Q: 3 clusters Score -378105.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -378107.781250 Penalty: 777.080444
	Iteration 57Q: 3 clusters Score -378107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -378107.781250 Penalty: 777.080444
	Iteration 58F: 3 clusters Score -378107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 373 members 
Mstep: Class 3 contains 27117 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 4739 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42160212.000000 Penalty: 39125.867188
Splitting cluster 2 changes total score from -42160404.000000 to -42160212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (27117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Entering Unmasked Estep 
Score: -2142955.000000 Penalty: 464.460205
	Iteration 0F: 2 clusters Score -2142955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2125335.250000 Penalty: 928.920410
	Iteration 0F: 3 clusters Score -2125335 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2133649.000000 Penalty: 928.920410
	Iteration 1F: 3 clusters Score -2133649 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2134882.250000 Penalty: 928.920410
	Iteration 2F: 3 clusters Score -2134882 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2136441.750000 Penalty: 928.920410
	Iteration 3F: 3 clusters Score -2136442 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2137923.750000 Penalty: 928.920410
	Iteration 4F: 3 clusters Score -2137924 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2139010.000000 Penalty: 928.920410
	Iteration 5F: 3 clusters Score -2139010 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2139624.250000 Penalty: 928.920410
	Iteration 6Q: 3 clusters Score -2139624 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2139994.000000 Penalty: 928.920410
	Iteration 7Q: 3 clusters Score -2139994 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2140237.000000 Penalty: 928.920410
	Iteration 8Q: 3 clusters Score -2140237 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2140458.500000 Penalty: 928.920410
	Iteration 9Q: 3 clusters Score -2140458 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2140652.500000 Penalty: 928.920410
	Iteration 10Q: 3 clusters Score -2140652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2140839.000000 Penalty: 928.920410
	Iteration 11Q: 3 clusters Score -2140839 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2141013.500000 Penalty: 928.920410
	Iteration 12Q: 3 clusters Score -2141014 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2141148.000000 Penalty: 928.920410
	Iteration 13Q: 3 clusters Score -2141148 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2141269.000000 Penalty: 928.920410
	Iteration 14Q: 3 clusters Score -2141269 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2141387.250000 Penalty: 928.920410
	Iteration 15Q: 3 clusters Score -2141387 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2141537.250000 Penalty: 928.920410
	Iteration 16Q: 3 clusters Score -2141537 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2141728.500000 Penalty: 928.920410
	Iteration 17Q: 3 clusters Score -2141728 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2141943.250000 Penalty: 928.920410
	Iteration 18Q: 3 clusters Score -2141943 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2142162.750000 Penalty: 928.920410
	Iteration 19Q: 3 clusters Score -2142163 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2142356.500000 Penalty: 928.920410
	Iteration 20F: 3 clusters Score -2142356 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2142543.250000 Penalty: 928.920410
	Iteration 21Q: 3 clusters Score -2142543 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2142702.750000 Penalty: 928.920410
	Iteration 22Q: 3 clusters Score -2142703 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2142845.750000 Penalty: 928.920410
	Iteration 23Q: 3 clusters Score -2142846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2142940.000000 Penalty: 928.920410
	Iteration 24Q: 3 clusters Score -2142940 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2143000.250000 Penalty: 928.920410
	Iteration 25Q: 3 clusters Score -2143000 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2143056.000000 Penalty: 928.920410
	Iteration 26Q: 3 clusters Score -2143056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2143107.000000 Penalty: 928.920410
	Iteration 27Q: 3 clusters Score -2143107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2143139.500000 Penalty: 928.920410
	Iteration 28Q: 3 clusters Score -2143140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2143170.000000 Penalty: 928.920410
	Iteration 29Q: 3 clusters Score -2143170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2143186.000000 Penalty: 928.920410
	Iteration 30Q: 3 clusters Score -2143186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2143196.000000 Penalty: 928.920410
	Iteration 31Q: 3 clusters Score -2143196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2143190.500000 Penalty: 928.920410
	Iteration 32Q: 3 clusters Score -2143190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2143189.750000 Penalty: 928.920410
	Iteration 33Q: 3 clusters Score -2143190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2143197.500000 Penalty: 928.920410
	Iteration 34Q: 3 clusters Score -2143198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2143205.250000 Penalty: 928.920410
	Iteration 35Q: 3 clusters Score -2143205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2143204.000000 Penalty: 928.920410
	Iteration 36Q: 3 clusters Score -2143204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2143208.750000 Penalty: 928.920410
	Iteration 37Q: 3 clusters Score -2143209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2143209.000000 Penalty: 928.920410
	Iteration 38Q: 3 clusters Score -2143209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2143205.500000 Penalty: 928.920410
	Iteration 39Q: 3 clusters Score -2143206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2143209.000000 Penalty: 928.920410
	Iteration 40F: 3 clusters Score -2143209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2143212.750000 Penalty: 928.920410
	Iteration 41Q: 3 clusters Score -2143213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2143213.000000 Penalty: 928.920410
	Iteration 42Q: 3 clusters Score -2143213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2143216.500000 Penalty: 928.920410
	Iteration 43Q: 3 clusters Score -2143216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2143222.250000 Penalty: 928.920410
	Iteration 44Q: 3 clusters Score -2143222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2143222.750000 Penalty: 928.920410
	Iteration 45Q: 3 clusters Score -2143223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2143227.250000 Penalty: 928.920410
	Iteration 46Q: 3 clusters Score -2143227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2143228.000000 Penalty: 928.920410
	Iteration 47Q: 3 clusters Score -2143228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2143227.750000 Penalty: 928.920410
	Iteration 48Q: 3 clusters Score -2143228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2143226.500000 Penalty: 928.920410
	Iteration 49Q: 3 clusters Score -2143226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2143228.750000 Penalty: 928.920410
	Iteration 50Q: 3 clusters Score -2143229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2143229.750000 Penalty: 928.920410
	Iteration 51Q: 3 clusters Score -2143230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2143232.250000 Penalty: 928.920410
	Iteration 52Q: 3 clusters Score -2143232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2143233.250000 Penalty: 928.920410
	Iteration 53Q: 3 clusters Score -2143233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2143234.000000 Penalty: 928.920410
	Iteration 54Q: 3 clusters Score -2143234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2143237.500000 Penalty: 928.920410
	Iteration 55Q: 3 clusters Score -2143238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2143238.000000 Penalty: 928.920410
	Iteration 56Q: 3 clusters Score -2143238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2143239.000000 Penalty: 928.920410
	Iteration 57Q: 3 clusters Score -2143239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2143237.500000 Penalty: 928.920410
	Iteration 58Q: 3 clusters Score -2143238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2143238.250000 Penalty: 928.920410
	Iteration 59Q: 3 clusters Score -2143238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2143239.250000 Penalty: 928.920410
	Iteration 60F: 3 clusters Score -2143239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42160552.000000 Penalty: 39125.867188
Splitting cluster 3 changes total score from -42160404.000000 to -42160552.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (21412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Entering Unmasked Estep 
Score: -1719220.875000 Penalty: 453.712646
	Iteration 0F: 2 clusters Score -1719221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1705168.500000 Penalty: 907.425293
	Iteration 0F: 3 clusters Score -1705168 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1711366.625000 Penalty: 907.425293
	Iteration 1F: 3 clusters Score -1711367 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1712075.375000 Penalty: 907.425293
	Iteration 2F: 3 clusters Score -1712075 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1713130.000000 Penalty: 907.425293
	Iteration 3F: 3 clusters Score -1713130 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1714512.875000 Penalty: 907.425293
	Iteration 4F: 3 clusters Score -1714513 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1715897.375000 Penalty: 907.425293
	Iteration 5F: 3 clusters Score -1715897 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1716781.875000 Penalty: 907.425293
	Iteration 6Q: 3 clusters Score -1716782 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1717267.000000 Penalty: 907.425293
	Iteration 7Q: 3 clusters Score -1717267 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1717616.375000 Penalty: 907.425293
	Iteration 8Q: 3 clusters Score -1717616 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1717921.500000 Penalty: 907.425293
	Iteration 9Q: 3 clusters Score -1717922 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1718150.750000 Penalty: 907.425293
	Iteration 10Q: 3 clusters Score -1718151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1718331.125000 Penalty: 907.425293
	Iteration 11Q: 3 clusters Score -1718331 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -1718488.750000 Penalty: 907.425293
	Iteration 12Q: 3 clusters Score -1718489 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1718597.250000 Penalty: 907.425293
	Iteration 13Q: 3 clusters Score -1718597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1718685.500000 Penalty: 907.425293
	Iteration 14Q: 3 clusters Score -1718686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1718753.125000 Penalty: 907.425293
	Iteration 15Q: 3 clusters Score -1718753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -1718777.750000 Penalty: 907.425293
	Iteration 16Q: 3 clusters Score -1718778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -1718801.875000 Penalty: 907.425293
	Iteration 17Q: 3 clusters Score -1718802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -1718822.125000 Penalty: 907.425293
	Iteration 18Q: 3 clusters Score -1718822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1718838.125000 Penalty: 907.425293
	Iteration 19Q: 3 clusters Score -1718838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -1718844.250000 Penalty: 907.425293
	Iteration 20F: 3 clusters Score -1718844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1718851.625000 Penalty: 907.425293
	Iteration 21Q: 3 clusters Score -1718852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -1718855.875000 Penalty: 907.425293
	Iteration 22Q: 3 clusters Score -1718856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1718855.875000 Penalty: 907.425293
	Iteration 23Q: 3 clusters Score -1718856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -1718855.875000 Penalty: 907.425293
	Iteration 24F: 3 clusters Score -1718856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -8811.136719 Penalty: 237.031616
	Iteration 0F: 2 clusters Score -8811.137 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 95 members 
Entering Unmasked Estep 
Score: -8565.847656 Penalty: 474.063232
	Iteration 0F: 3 clusters Score -8565.848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8679.842773 Penalty: 474.063232
	Iteration 1F: 3 clusters Score -8679.843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8785.534180 Penalty: 474.063232
	Iteration 2F: 3 clusters Score -8785.534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8831.042969 Penalty: 474.063232
	Iteration 3F: 3 clusters Score -8831.043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8854.339844 Penalty: 474.063232
	Iteration 4Q: 3 clusters Score -8854.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8889.494141 Penalty: 474.063232
	Iteration 5Q: 3 clusters Score -8889.494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8901.258789 Penalty: 474.063232
	Iteration 6Q: 3 clusters Score -8901.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8904.407227 Penalty: 474.063232
	Iteration 7Q: 3 clusters Score -8904.407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8914.075195 Penalty: 474.063232
	Iteration 8Q: 3 clusters Score -8914.075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8954.378906 Penalty: 474.063232
	Iteration 9Q: 3 clusters Score -8954.379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8960.824219 Penalty: 474.063232
	Iteration 10Q: 3 clusters Score -8960.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8960.824219 Penalty: 474.063232
	Iteration 11F: 3 clusters Score -8960.824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 110 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 73 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42160316.000000 Penalty: 39727.804688
Splitting cluster 5 changes total score from -42160404.000000 to -42160316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -45710.675781 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -45710.68 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 366 members 
Entering Unmasked Estep 
Score: -45099.628906 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -45099.63 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -45362.496094 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -45362.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -45477.015625 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -45477.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45559.906250 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -45559.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45619.144531 Penalty: 599.341614
	Iteration 4F: 3 clusters Score -45619.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -45664.312500 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -45664.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45688.867188 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -45688.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45693.707031 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -45693.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45696.964844 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -45696.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45698.824219 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -45698.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45700.054688 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -45700.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45701.015625 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -45701.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45701.625000 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -45701.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45702.335938 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -45702.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45702.781250 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -45702.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45702.781250 Penalty: 599.341614
	Iteration 15F: 3 clusters Score -45702.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Entering Unmasked Estep 
Score: -2742169.000000 Penalty: 475.142700
	Iteration 0F: 2 clusters Score -2742169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2721616.500000 Penalty: 950.285400
	Iteration 0F: 3 clusters Score -2721616 nChanged 16516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2731930.750000 Penalty: 950.285400
	Iteration 1F: 3 clusters Score -2731931 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2733305.000000 Penalty: 950.285400
	Iteration 2F: 3 clusters Score -2733305 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2735012.500000 Penalty: 950.285400
	Iteration 3F: 3 clusters Score -2735012 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2736514.250000 Penalty: 950.285400
	Iteration 4F: 3 clusters Score -2736514 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2737920.500000 Penalty: 950.285400
	Iteration 5F: 3 clusters Score -2737920 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2739086.250000 Penalty: 950.285400
	Iteration 6Q: 3 clusters Score -2739086 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2739876.250000 Penalty: 950.285400
	Iteration 7Q: 3 clusters Score -2739876 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2740420.000000 Penalty: 950.285400
	Iteration 8Q: 3 clusters Score -2740420 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2740797.000000 Penalty: 950.285400
	Iteration 9Q: 3 clusters Score -2740797 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2741043.750000 Penalty: 950.285400
	Iteration 10Q: 3 clusters Score -2741044 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2741273.750000 Penalty: 950.285400
	Iteration 11Q: 3 clusters Score -2741274 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2741442.000000 Penalty: 950.285400
	Iteration 12Q: 3 clusters Score -2741442 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2741609.000000 Penalty: 950.285400
	Iteration 13Q: 3 clusters Score -2741609 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2741751.250000 Penalty: 950.285400
	Iteration 14Q: 3 clusters Score -2741751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2741848.250000 Penalty: 950.285400
	Iteration 15Q: 3 clusters Score -2741848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2741909.750000 Penalty: 950.285400
	Iteration 16Q: 3 clusters Score -2741910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2741941.000000 Penalty: 950.285400
	Iteration 17Q: 3 clusters Score -2741941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2741979.250000 Penalty: 950.285400
	Iteration 18Q: 3 clusters Score -2741979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2742001.750000 Penalty: 950.285400
	Iteration 19Q: 3 clusters Score -2742002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2742011.250000 Penalty: 950.285400
	Iteration 20F: 3 clusters Score -2742011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2742002.000000 Penalty: 950.285400
	Iteration 21Q: 3 clusters Score -2742002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2742009.000000 Penalty: 950.285400
	Iteration 22Q: 3 clusters Score -2742009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2742008.750000 Penalty: 950.285400
	Iteration 23Q: 3 clusters Score -2742009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2742010.500000 Penalty: 950.285400
	Iteration 24Q: 3 clusters Score -2742010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2742011.750000 Penalty: 950.285400
	Iteration 25Q: 3 clusters Score -2742012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2742013.000000 Penalty: 950.285400
	Iteration 26Q: 3 clusters Score -2742013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2742016.000000 Penalty: 950.285400
	Iteration 27Q: 3 clusters Score -2742016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2742020.750000 Penalty: 950.285400
	Iteration 28Q: 3 clusters Score -2742021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2742020.750000 Penalty: 950.285400
	Iteration 29Q: 3 clusters Score -2742021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2742019.000000 Penalty: 950.285400
	Iteration 30Q: 3 clusters Score -2742019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2742021.250000 Penalty: 950.285400
	Iteration 31Q: 3 clusters Score -2742021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2742020.000000 Penalty: 950.285400
	Iteration 32Q: 3 clusters Score -2742020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2742020.750000 Penalty: 950.285400
	Iteration 33Q: 3 clusters Score -2742021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2742021.250000 Penalty: 950.285400
	Iteration 34Q: 3 clusters Score -2742021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2742016.250000 Penalty: 950.285400
	Iteration 35Q: 3 clusters Score -2742016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2742017.000000 Penalty: 950.285400
	Iteration 36Q: 3 clusters Score -2742017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2742016.000000 Penalty: 950.285400
	Iteration 37Q: 3 clusters Score -2742016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2742016.750000 Penalty: 950.285400
	Iteration 38Q: 3 clusters Score -2742017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2742017.000000 Penalty: 950.285400
	Iteration 39Q: 3 clusters Score -2742017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2742018.750000 Penalty: 950.285400
	Iteration 40F: 3 clusters Score -2742019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2742018.250000 Penalty: 950.285400
	Iteration 41Q: 3 clusters Score -2742018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2742018.500000 Penalty: 950.285400
	Iteration 42Q: 3 clusters Score -2742018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2742017.000000 Penalty: 950.285400
	Iteration 43Q: 3 clusters Score -2742017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2742018.000000 Penalty: 950.285400
	Iteration 44Q: 3 clusters Score -2742018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2742019.750000 Penalty: 950.285400
	Iteration 45Q: 3 clusters Score -2742020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2742020.500000 Penalty: 950.285400
	Iteration 46Q: 3 clusters Score -2742020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2742020.500000 Penalty: 950.285400
	Iteration 47F: 3 clusters Score -2742020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -299941.750000 Penalty: 379.976837
	Iteration 0F: 2 clusters Score -299941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -297077.875000 Penalty: 759.953674
	Iteration 0F: 3 clusters Score -297077.9 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -298198.625000 Penalty: 759.953674
	Iteration 1F: 3 clusters Score -298198.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -298388.093750 Penalty: 759.953674
	Iteration 2F: 3 clusters Score -298388.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -298584.687500 Penalty: 759.953674
	Iteration 3F: 3 clusters Score -298584.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -298762.000000 Penalty: 759.953674
	Iteration 4F: 3 clusters Score -298762 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298911.000000 Penalty: 759.953674
	Iteration 5F: 3 clusters Score -298911 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -299009.656250 Penalty: 759.953674
	Iteration 6Q: 3 clusters Score -299009.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -299090.656250 Penalty: 759.953674
	Iteration 7Q: 3 clusters Score -299090.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299182.781250 Penalty: 759.953674
	Iteration 8Q: 3 clusters Score -299182.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -299276.906250 Penalty: 759.953674
	Iteration 9Q: 3 clusters Score -299276.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -299392.750000 Penalty: 759.953674
	Iteration 10Q: 3 clusters Score -299392.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299488.218750 Penalty: 759.953674
	Iteration 11Q: 3 clusters Score -299488.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -299561.375000 Penalty: 759.953674
	Iteration 12Q: 3 clusters Score -299561.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299601.343750 Penalty: 759.953674
	Iteration 13Q: 3 clusters Score -299601.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -299630.781250 Penalty: 759.953674
	Iteration 14Q: 3 clusters Score -299630.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299646.562500 Penalty: 759.953674
	Iteration 15Q: 3 clusters Score -299646.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -299657.093750 Penalty: 759.953674
	Iteration 16Q: 3 clusters Score -299657.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299663.093750 Penalty: 759.953674
	Iteration 17Q: 3 clusters Score -299663.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -299665.437500 Penalty: 759.953674
	Iteration 18Q: 3 clusters Score -299665.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299665.687500 Penalty: 759.953674
	Iteration 19Q: 3 clusters Score -299665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -299666.312500 Penalty: 759.953674
	Iteration 20F: 3 clusters Score -299666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -299666.500000 Penalty: 759.953674
	Iteration 21Q: 3 clusters Score -299666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -299666.468750 Penalty: 759.953674
	Iteration 22Q: 3 clusters Score -299666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -299667.531250 Penalty: 759.953674
	Iteration 23Q: 3 clusters Score -299667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -299667.156250 Penalty: 759.953674
	Iteration 24Q: 3 clusters Score -299667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299667.281250 Penalty: 759.953674
	Iteration 25Q: 3 clusters Score -299667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299667.281250 Penalty: 759.953674
	Iteration 26F: 3 clusters Score -299667.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -133567.500000 Penalty: 342.293823
	Iteration 0F: 2 clusters Score -133567.5 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 982 members 
Entering Unmasked Estep 
Score: -132190.515625 Penalty: 684.587646
	Iteration 0F: 3 clusters Score -132190.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -132794.687500 Penalty: 684.587646
	Iteration 1F: 3 clusters Score -132794.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -132971.296875 Penalty: 684.587646
	Iteration 2F: 3 clusters Score -132971.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -133090.281250 Penalty: 684.587646
	Iteration 3F: 3 clusters Score -133090.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -133192.546875 Penalty: 684.587646
	Iteration 4F: 3 clusters Score -133192.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -133261.828125 Penalty: 684.587646
	Iteration 5Q: 3 clusters Score -133261.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -133305.281250 Penalty: 684.587646
	Iteration 6Q: 3 clusters Score -133305.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -133314.218750 Penalty: 684.587646
	Iteration 7Q: 3 clusters Score -133314.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -133320.531250 Penalty: 684.587646
	Iteration 8Q: 3 clusters Score -133320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -133328.453125 Penalty: 684.587646
	Iteration 9Q: 3 clusters Score -133328.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -133335.343750 Penalty: 684.587646
	Iteration 10Q: 3 clusters Score -133335.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -133338.156250 Penalty: 684.587646
	Iteration 11Q: 3 clusters Score -133338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -133339.453125 Penalty: 684.587646
	Iteration 12Q: 3 clusters Score -133339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -133340.390625 Penalty: 684.587646
	Iteration 13Q: 3 clusters Score -133340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -133342.031250 Penalty: 684.587646
	Iteration 14Q: 3 clusters Score -133342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -133342.984375 Penalty: 684.587646
	Iteration 15Q: 3 clusters Score -133343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -133345.515625 Penalty: 684.587646
	Iteration 16Q: 3 clusters Score -133345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -133348.937500 Penalty: 684.587646
	Iteration 17Q: 3 clusters Score -133348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -133353.093750 Penalty: 684.587646
	Iteration 18Q: 3 clusters Score -133353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -133354.531250 Penalty: 684.587646
	Iteration 19Q: 3 clusters Score -133354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -133356.281250 Penalty: 684.587646
	Iteration 20F: 3 clusters Score -133356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -133359.750000 Penalty: 684.587646
	Iteration 21Q: 3 clusters Score -133359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -133360.390625 Penalty: 684.587646
	Iteration 22Q: 3 clusters Score -133360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -133360.390625 Penalty: 684.587646
	Iteration 23F: 3 clusters Score -133360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -245538.093750 Penalty: 369.432617
	Iteration 0F: 2 clusters Score -245538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -243237.015625 Penalty: 738.865234
	Iteration 0F: 3 clusters Score -243237 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244206.765625 Penalty: 738.865234
	Iteration 1F: 3 clusters Score -244206.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244410.328125 Penalty: 738.865234
	Iteration 2F: 3 clusters Score -244410.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -244596.390625 Penalty: 738.865234
	Iteration 3F: 3 clusters Score -244596.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -244784.421875 Penalty: 738.865234
	Iteration 4F: 3 clusters Score -244784.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -244941.906250 Penalty: 738.865234
	Iteration 5F: 3 clusters Score -244941.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -245063.625000 Penalty: 738.865234
	Iteration 6Q: 3 clusters Score -245063.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -245120.734375 Penalty: 738.865234
	Iteration 7Q: 3 clusters Score -245120.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -245156.015625 Penalty: 738.865234
	Iteration 8Q: 3 clusters Score -245156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -245183.625000 Penalty: 738.865234
	Iteration 9Q: 3 clusters Score -245183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -245198.406250 Penalty: 738.865234
	Iteration 10Q: 3 clusters Score -245198.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -245214.859375 Penalty: 738.865234
	Iteration 11Q: 3 clusters Score -245214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -245226.562500 Penalty: 738.865234
	Iteration 12Q: 3 clusters Score -245226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -245229.078125 Penalty: 738.865234
	Iteration 13Q: 3 clusters Score -245229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -245232.718750 Penalty: 738.865234
	Iteration 14Q: 3 clusters Score -245232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -245235.484375 Penalty: 738.865234
	Iteration 15Q: 3 clusters Score -245235.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -245235.484375 Penalty: 738.865234
	Iteration 16F: 3 clusters Score -245235.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -12409.274414 Penalty: 263.164062
	Iteration 0F: 2 clusters Score -12409.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12055.501953 Penalty: 526.328125
	Iteration 0F: 3 clusters Score -12055.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12213.145508 Penalty: 526.328125
	Iteration 1F: 3 clusters Score -12213.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12282.079102 Penalty: 526.328125
	Iteration 2F: 3 clusters Score -12282.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12359.490234 Penalty: 526.328125
	Iteration 3F: 3 clusters Score -12359.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12409.459961 Penalty: 526.328125
	Iteration 4Q: 3 clusters Score -12409.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12443.232422 Penalty: 526.328125
	Iteration 5Q: 3 clusters Score -12443.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12462.500000 Penalty: 526.328125
	Iteration 6Q: 3 clusters Score -12462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12480.361328 Penalty: 526.328125
	Iteration 7Q: 3 clusters Score -12480.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12489.443359 Penalty: 526.328125
	Iteration 8Q: 3 clusters Score -12489.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12495.361328 Penalty: 526.328125
	Iteration 9Q: 3 clusters Score -12495.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12501.430664 Penalty: 526.328125
	Iteration 10Q: 3 clusters Score -12501.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12503.334961 Penalty: 526.328125
	Iteration 11Q: 3 clusters Score -12503.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12503.334961 Penalty: 526.328125
	Iteration 12F: 3 clusters Score -12503.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 180 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42160304.000000 Penalty: 39727.804688
Splitting cluster 11 changes total score from -42160404.000000 to -42160304.000000
So it's not getting split.
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: -17063.853516 Penalty: 260.124756
	Iteration 0F: 2 clusters Score -17063.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16731.544922 Penalty: 520.249512
	Iteration 0F: 3 clusters Score -16731.54 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16911.570312 Penalty: 520.249512
	Iteration 1F: 3 clusters Score -16911.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16971.982422 Penalty: 520.249512
	Iteration 2F: 3 clusters Score -16971.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17031.093750 Penalty: 520.249512
	Iteration 3F: 3 clusters Score -17031.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17061.654297 Penalty: 520.249512
	Iteration 4Q: 3 clusters Score -17061.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17071.078125 Penalty: 520.249512
	Iteration 5Q: 3 clusters Score -17071.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17071.798828 Penalty: 520.249512
	Iteration 6Q: 3 clusters Score -17071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17071.798828 Penalty: 520.249512
	Iteration 7F: 3 clusters Score -17071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 209 members 
Mstep: Class 13 contains 35499 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 95 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42160248.000000 Penalty: 39727.804688
Splitting cluster 12 changes total score from -42160404.000000 to -42160248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (35499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Entering Unmasked Estep 
Score: -2862379.750000 Penalty: 476.715302
	Iteration 0F: 2 clusters Score -2862380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2842735.500000 Penalty: 953.430603
	Iteration 0F: 3 clusters Score -2842736 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2853919.750000 Penalty: 953.430603
	Iteration 1F: 3 clusters Score -2853920 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2855634.750000 Penalty: 953.430603
	Iteration 2F: 3 clusters Score -2855635 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2857971.750000 Penalty: 953.430603
	Iteration 3F: 3 clusters Score -2857972 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2860517.000000 Penalty: 953.430603
	Iteration 4F: 3 clusters Score -2860517 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2862866.000000 Penalty: 953.430603
	Iteration 5Q: 3 clusters Score -2862866 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2863728.000000 Penalty: 953.430603
	Iteration 6Q: 3 clusters Score -2863728 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2863912.500000 Penalty: 953.430603
	Iteration 7Q: 3 clusters Score -2863912 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2863965.000000 Penalty: 953.430603
	Iteration 8Q: 3 clusters Score -2863965 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2864025.250000 Penalty: 953.430603
	Iteration 9Q: 3 clusters Score -2864025 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2864059.000000 Penalty: 953.430603
	Iteration 10Q: 3 clusters Score -2864059 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2864099.000000 Penalty: 953.430603
	Iteration 11Q: 3 clusters Score -2864099 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2864129.750000 Penalty: 953.430603
	Iteration 12Q: 3 clusters Score -2864130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2864173.250000 Penalty: 953.430603
	Iteration 13Q: 3 clusters Score -2864173 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2864202.750000 Penalty: 953.430603
	Iteration 14Q: 3 clusters Score -2864203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2864242.750000 Penalty: 953.430603
	Iteration 15Q: 3 clusters Score -2864243 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2864289.000000 Penalty: 953.430603
	Iteration 16Q: 3 clusters Score -2864289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2864299.750000 Penalty: 953.430603
	Iteration 17Q: 3 clusters Score -2864300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2864312.250000 Penalty: 953.430603
	Iteration 18Q: 3 clusters Score -2864312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2864349.250000 Penalty: 953.430603
	Iteration 19Q: 3 clusters Score -2864349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2864374.500000 Penalty: 953.430603
	Iteration 20F: 3 clusters Score -2864374 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2864415.000000 Penalty: 953.430603
	Iteration 21Q: 3 clusters Score -2864415 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2864466.250000 Penalty: 953.430603
	Iteration 22Q: 3 clusters Score -2864466 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2864494.500000 Penalty: 953.430603
	Iteration 23Q: 3 clusters Score -2864494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2864522.250000 Penalty: 953.430603
	Iteration 24Q: 3 clusters Score -2864522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2864548.750000 Penalty: 953.430603
	Iteration 25Q: 3 clusters Score -2864549 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2864581.500000 Penalty: 953.430603
	Iteration 26Q: 3 clusters Score -2864582 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2864600.500000 Penalty: 953.430603
	Iteration 27Q: 3 clusters Score -2864600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2864622.500000 Penalty: 953.430603
	Iteration 28Q: 3 clusters Score -2864622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2864650.000000 Penalty: 953.430603
	Iteration 29Q: 3 clusters Score -2864650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2864698.250000 Penalty: 953.430603
	Iteration 30Q: 3 clusters Score -2864698 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2864749.000000 Penalty: 953.430603
	Iteration 31Q: 3 clusters Score -2864749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2864805.000000 Penalty: 953.430603
	Iteration 32Q: 3 clusters Score -2864805 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2864842.000000 Penalty: 953.430603
	Iteration 33Q: 3 clusters Score -2864842 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2864881.000000 Penalty: 953.430603
	Iteration 34Q: 3 clusters Score -2864881 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2864886.000000 Penalty: 953.430603
	Iteration 35Q: 3 clusters Score -2864886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2864912.500000 Penalty: 953.430603
	Iteration 36Q: 3 clusters Score -2864912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2864930.750000 Penalty: 953.430603
	Iteration 37Q: 3 clusters Score -2864931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2864952.000000 Penalty: 953.430603
	Iteration 38Q: 3 clusters Score -2864952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2864974.750000 Penalty: 953.430603
	Iteration 39Q: 3 clusters Score -2864975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2864979.750000 Penalty: 953.430603
	Iteration 40F: 3 clusters Score -2864980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2865026.500000 Penalty: 953.430603
	Iteration 41Q: 3 clusters Score -2865026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2865075.000000 Penalty: 953.430603
	Iteration 42Q: 3 clusters Score -2865075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2865099.000000 Penalty: 953.430603
	Iteration 43Q: 3 clusters Score -2865099 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2865120.750000 Penalty: 953.430603
	Iteration 44Q: 3 clusters Score -2865121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2865145.750000 Penalty: 953.430603
	Iteration 45Q: 3 clusters Score -2865146 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2865183.000000 Penalty: 953.430603
	Iteration 46Q: 3 clusters Score -2865183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2865207.750000 Penalty: 953.430603
	Iteration 47Q: 3 clusters Score -2865208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2865222.250000 Penalty: 953.430603
	Iteration 48Q: 3 clusters Score -2865222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2865236.000000 Penalty: 953.430603
	Iteration 49Q: 3 clusters Score -2865236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2865245.750000 Penalty: 953.430603
	Iteration 50Q: 3 clusters Score -2865246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2865255.250000 Penalty: 953.430603
	Iteration 51Q: 3 clusters Score -2865255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2865280.750000 Penalty: 953.430603
	Iteration 52Q: 3 clusters Score -2865281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2865282.250000 Penalty: 953.430603
	Iteration 53Q: 3 clusters Score -2865282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2865290.250000 Penalty: 953.430603
	Iteration 54Q: 3 clusters Score -2865290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2865304.500000 Penalty: 953.430603
	Iteration 55Q: 3 clusters Score -2865304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2865310.750000 Penalty: 953.430603
	Iteration 56Q: 3 clusters Score -2865311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2865318.250000 Penalty: 953.430603
	Iteration 57Q: 3 clusters Score -2865318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2865328.000000 Penalty: 953.430603
	Iteration 58Q: 3 clusters Score -2865328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2865329.500000 Penalty: 953.430603
	Iteration 59Q: 3 clusters Score -2865330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2865335.250000 Penalty: 953.430603
	Iteration 60F: 3 clusters Score -2865335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2865335.000000 Penalty: 953.430603
	Iteration 61Q: 3 clusters Score -2865335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2865344.250000 Penalty: 953.430603
	Iteration 62Q: 3 clusters Score -2865344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2865373.000000 Penalty: 953.430603
	Iteration 63Q: 3 clusters Score -2865373 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2865385.500000 Penalty: 953.430603
	Iteration 64Q: 3 clusters Score -2865386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2865391.750000 Penalty: 953.430603
	Iteration 65Q: 3 clusters Score -2865392 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2865396.500000 Penalty: 953.430603
	Iteration 66Q: 3 clusters Score -2865396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2865400.750000 Penalty: 953.430603
	Iteration 67Q: 3 clusters Score -2865401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2865407.750000 Penalty: 953.430603
	Iteration 68Q: 3 clusters Score -2865408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2865412.250000 Penalty: 953.430603
	Iteration 69Q: 3 clusters Score -2865412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2865415.250000 Penalty: 953.430603
	Iteration 70Q: 3 clusters Score -2865415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2865418.000000 Penalty: 953.430603
	Iteration 71Q: 3 clusters Score -2865418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2865425.000000 Penalty: 953.430603
	Iteration 72Q: 3 clusters Score -2865425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2865427.000000 Penalty: 953.430603
	Iteration 73Q: 3 clusters Score -2865427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2865424.500000 Penalty: 953.430603
	Iteration 74Q: 3 clusters Score -2865424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2865418.250000 Penalty: 953.430603
	Iteration 75Q: 3 clusters Score -2865418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2865415.750000 Penalty: 953.430603
	Iteration 76Q: 3 clusters Score -2865416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2865414.250000 Penalty: 953.430603
	Iteration 77Q: 3 clusters Score -2865414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2865424.500000 Penalty: 953.430603
	Iteration 78Q: 3 clusters Score -2865424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2865423.250000 Penalty: 953.430603
	Iteration 79Q: 3 clusters Score -2865423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2865431.250000 Penalty: 953.430603
	Iteration 80F: 3 clusters Score -2865431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2865429.750000 Penalty: 953.430603
	Iteration 81Q: 3 clusters Score -2865430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2865431.750000 Penalty: 953.430603
	Iteration 82Q: 3 clusters Score -2865432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2865434.750000 Penalty: 953.430603
	Iteration 83Q: 3 clusters Score -2865435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2865431.750000 Penalty: 953.430603
	Iteration 84Q: 3 clusters Score -2865432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2865430.250000 Penalty: 953.430603
	Iteration 85Q: 3 clusters Score -2865430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2865424.500000 Penalty: 953.430603
	Iteration 86Q: 3 clusters Score -2865424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2865426.500000 Penalty: 953.430603
	Iteration 87Q: 3 clusters Score -2865426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2865422.500000 Penalty: 953.430603
	Iteration 88Q: 3 clusters Score -2865422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2865422.250000 Penalty: 953.430603
	Iteration 89Q: 3 clusters Score -2865422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2865427.500000 Penalty: 953.430603
	Iteration 90Q: 3 clusters Score -2865428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2865439.000000 Penalty: 953.430603
	Iteration 91Q: 3 clusters Score -2865439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2865445.750000 Penalty: 953.430603
	Iteration 92Q: 3 clusters Score -2865446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2865454.250000 Penalty: 953.430603
	Iteration 93Q: 3 clusters Score -2865454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2865458.750000 Penalty: 953.430603
	Iteration 94Q: 3 clusters Score -2865459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2865460.250000 Penalty: 953.430603
	Iteration 95Q: 3 clusters Score -2865460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2865456.500000 Penalty: 953.430603
	Iteration 96Q: 3 clusters Score -2865456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2865457.000000 Penalty: 953.430603
	Iteration 97Q: 3 clusters Score -2865457 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2865450.000000 Penalty: 953.430603
	Iteration 98Q: 3 clusters Score -2865450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2865449.750000 Penalty: 953.430603
	Iteration 99Q: 3 clusters Score -2865450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2865460.500000 Penalty: 953.430603
	Iteration 100F: 3 clusters Score -2865460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2865466.750000 Penalty: 953.430603
	Iteration 101Q: 3 clusters Score -2865467 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2865465.250000 Penalty: 953.430603
	Iteration 102Q: 3 clusters Score -2865465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2865478.250000 Penalty: 953.430603
	Iteration 103Q: 3 clusters Score -2865478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2865480.750000 Penalty: 953.430603
	Iteration 104Q: 3 clusters Score -2865481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2865489.250000 Penalty: 953.430603
	Iteration 105Q: 3 clusters Score -2865489 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2865488.750000 Penalty: 953.430603
	Iteration 106Q: 3 clusters Score -2865489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2865509.750000 Penalty: 953.430603
	Iteration 107Q: 3 clusters Score -2865510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2865516.250000 Penalty: 953.430603
	Iteration 108Q: 3 clusters Score -2865516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2865522.250000 Penalty: 953.430603
	Iteration 109Q: 3 clusters Score -2865522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2865524.000000 Penalty: 953.430603
	Iteration 110Q: 3 clusters Score -2865524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2865530.000000 Penalty: 953.430603
	Iteration 111Q: 3 clusters Score -2865530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2865528.250000 Penalty: 953.430603
	Iteration 112Q: 3 clusters Score -2865528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2865533.500000 Penalty: 953.430603
	Iteration 113Q: 3 clusters Score -2865534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2865526.000000 Penalty: 953.430603
	Iteration 114Q: 3 clusters Score -2865526 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2865526.000000 Penalty: 953.430603
	Iteration 115Q: 3 clusters Score -2865526 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2865513.750000 Penalty: 953.430603
	Iteration 116Q: 3 clusters Score -2865514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2865513.750000 Penalty: 953.430603
	Iteration 117Q: 3 clusters Score -2865514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2865523.250000 Penalty: 953.430603
	Iteration 118Q: 3 clusters Score -2865523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2865522.250000 Penalty: 953.430603
	Iteration 119Q: 3 clusters Score -2865522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2865514.750000 Penalty: 953.430603
	Iteration 120F: 3 clusters Score -2865515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2865514.250000 Penalty: 953.430603
	Iteration 121Q: 3 clusters Score -2865514 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2865531.500000 Penalty: 953.430603
	Iteration 122Q: 3 clusters Score -2865532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2865536.000000 Penalty: 953.430603
	Iteration 123Q: 3 clusters Score -2865536 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2865536.000000 Penalty: 953.430603
	Iteration 124Q: 3 clusters Score -2865536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2865532.000000 Penalty: 953.430603
	Iteration 125Q: 3 clusters Score -2865532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2865536.750000 Penalty: 953.430603
	Iteration 126Q: 3 clusters Score -2865537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2865531.750000 Penalty: 953.430603
	Iteration 127Q: 3 clusters Score -2865532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2865533.750000 Penalty: 953.430603
	Iteration 128Q: 3 clusters Score -2865534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2865533.750000 Penalty: 953.430603
	Iteration 129Q: 3 clusters Score -2865534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2865542.250000 Penalty: 953.430603
	Iteration 130Q: 3 clusters Score -2865542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2865543.750000 Penalty: 953.430603
	Iteration 131Q: 3 clusters Score -2865544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2865541.500000 Penalty: 953.430603
	Iteration 132Q: 3 clusters Score -2865542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2865535.250000 Penalty: 953.430603
	Iteration 133Q: 3 clusters Score -2865535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2865536.500000 Penalty: 953.430603
	Iteration 134Q: 3 clusters Score -2865536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2865535.500000 Penalty: 953.430603
	Iteration 135Q: 3 clusters Score -2865536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2865540.500000 Penalty: 953.430603
	Iteration 136Q: 3 clusters Score -2865540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2865540.000000 Penalty: 953.430603
	Iteration 137Q: 3 clusters Score -2865540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2865540.500000 Penalty: 953.430603
	Iteration 138Q: 3 clusters Score -2865540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2865542.500000 Penalty: 953.430603
	Iteration 139Q: 3 clusters Score -2865542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2865538.750000 Penalty: 953.430603
	Iteration 140F: 3 clusters Score -2865539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2865539.250000 Penalty: 953.430603
	Iteration 141Q: 3 clusters Score -2865539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2865536.500000 Penalty: 953.430603
	Iteration 142Q: 3 clusters Score -2865536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2865529.750000 Penalty: 953.430603
	Iteration 143Q: 3 clusters Score -2865530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2865527.250000 Penalty: 953.430603
	Iteration 144Q: 3 clusters Score -2865527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2865533.750000 Penalty: 953.430603
	Iteration 145Q: 3 clusters Score -2865534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2865536.000000 Penalty: 953.430603
	Iteration 146Q: 3 clusters Score -2865536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2865528.250000 Penalty: 953.430603
	Iteration 147Q: 3 clusters Score -2865528 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2865523.000000 Penalty: 953.430603
	Iteration 148Q: 3 clusters Score -2865523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2865506.500000 Penalty: 953.430603
	Iteration 149Q: 3 clusters Score -2865506 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2865502.250000 Penalty: 953.430603
	Iteration 150Q: 3 clusters Score -2865502 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2865501.250000 Penalty: 953.430603
	Iteration 151Q: 3 clusters Score -2865501 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2865495.500000 Penalty: 953.430603
	Iteration 152Q: 3 clusters Score -2865496 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2865493.500000 Penalty: 953.430603
	Iteration 153Q: 3 clusters Score -2865494 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2865481.750000 Penalty: 953.430603
	Iteration 154Q: 3 clusters Score -2865482 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2865475.000000 Penalty: 953.430603
	Iteration 155Q: 3 clusters Score -2865475 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2865476.000000 Penalty: 953.430603
	Iteration 156Q: 3 clusters Score -2865476 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2865465.750000 Penalty: 953.430603
	Iteration 157Q: 3 clusters Score -2865466 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2865443.500000 Penalty: 953.430603
	Iteration 158Q: 3 clusters Score -2865444 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2865398.500000 Penalty: 953.430603
	Iteration 159Q: 3 clusters Score -2865398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2865380.750000 Penalty: 953.430603
	Iteration 160F: 3 clusters Score -2865381 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2865369.500000 Penalty: 953.430603
	Iteration 161Q: 3 clusters Score -2865370 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2865333.000000 Penalty: 953.430603
	Iteration 162Q: 3 clusters Score -2865333 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2865295.500000 Penalty: 953.430603
	Iteration 163Q: 3 clusters Score -2865296 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2865239.500000 Penalty: 953.430603
	Iteration 164Q: 3 clusters Score -2865240 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2865232.750000 Penalty: 953.430603
	Iteration 165Q: 3 clusters Score -2865233 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2865199.750000 Penalty: 953.430603
	Iteration 166Q: 3 clusters Score -2865200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2865172.750000 Penalty: 953.430603
	Iteration 167Q: 3 clusters Score -2865173 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2865154.500000 Penalty: 953.430603
	Iteration 168Q: 3 clusters Score -2865154 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -2865142.250000 Penalty: 953.430603
	Iteration 169Q: 3 clusters Score -2865142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2865122.750000 Penalty: 953.430603
	Iteration 170Q: 3 clusters Score -2865123 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2865104.750000 Penalty: 953.430603
	Iteration 171Q: 3 clusters Score -2865105 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2865087.250000 Penalty: 953.430603
	Iteration 172Q: 3 clusters Score -2865087 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2865069.750000 Penalty: 953.430603
	Iteration 173Q: 3 clusters Score -2865070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2865040.500000 Penalty: 953.430603
	Iteration 174Q: 3 clusters Score -2865040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2865033.000000 Penalty: 953.430603
	Iteration 175Q: 3 clusters Score -2865033 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2865023.000000 Penalty: 953.430603
	Iteration 176Q: 3 clusters Score -2865023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2865008.250000 Penalty: 953.430603
	Iteration 177Q: 3 clusters Score -2865008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2864991.000000 Penalty: 953.430603
	Iteration 178Q: 3 clusters Score -2864991 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -2864960.500000 Penalty: 953.430603
	Iteration 179Q: 3 clusters Score -2864960 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -2864939.500000 Penalty: 953.430603
	Iteration 180F: 3 clusters Score -2864940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2864903.000000 Penalty: 953.430603
	Iteration 181Q: 3 clusters Score -2864903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2864880.500000 Penalty: 953.430603
	Iteration 182Q: 3 clusters Score -2864880 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2864817.500000 Penalty: 953.430603
	Iteration 183Q: 3 clusters Score -2864818 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2864792.000000 Penalty: 953.430603
	Iteration 184Q: 3 clusters Score -2864792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2864764.250000 Penalty: 953.430603
	Iteration 185Q: 3 clusters Score -2864764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -2864752.500000 Penalty: 953.430603
	Iteration 186Q: 3 clusters Score -2864752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -2864736.000000 Penalty: 953.430603
	Iteration 187Q: 3 clusters Score -2864736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -2864691.250000 Penalty: 953.430603
	Iteration 188Q: 3 clusters Score -2864691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2864658.250000 Penalty: 953.430603
	Iteration 189Q: 3 clusters Score -2864658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2864629.750000 Penalty: 953.430603
	Iteration 190Q: 3 clusters Score -2864630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2864608.500000 Penalty: 953.430603
	Iteration 191Q: 3 clusters Score -2864608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2864589.250000 Penalty: 953.430603
	Iteration 192Q: 3 clusters Score -2864589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2864580.750000 Penalty: 953.430603
	Iteration 193Q: 3 clusters Score -2864581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -2864574.750000 Penalty: 953.430603
	Iteration 194Q: 3 clusters Score -2864575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2864579.000000 Penalty: 953.430603
	Iteration 195Q: 3 clusters Score -2864579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2864565.000000 Penalty: 953.430603
	Iteration 196Q: 3 clusters Score -2864565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -2864565.000000 Penalty: 953.430603
	Iteration 197Q: 3 clusters Score -2864565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2864571.250000 Penalty: 953.430603
	Iteration 198Q: 3 clusters Score -2864571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2864565.500000 Penalty: 953.430603
	Iteration 199Q: 3 clusters Score -2864566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -2864565.750000 Penalty: 953.430603
	Iteration 200F: 3 clusters Score -2864566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -2864557.750000 Penalty: 953.430603
	Iteration 201Q: 3 clusters Score -2864558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -2864557.750000 Penalty: 953.430603
	Iteration 202Q: 3 clusters Score -2864558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -2864550.750000 Penalty: 953.430603
	Iteration 203Q: 3 clusters Score -2864551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -2864547.750000 Penalty: 953.430603
	Iteration 204Q: 3 clusters Score -2864548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2864547.250000 Penalty: 953.430603
	Iteration 205Q: 3 clusters Score -2864547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -2864544.250000 Penalty: 953.430603
	Iteration 206Q: 3 clusters Score -2864544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2864545.250000 Penalty: 953.430603
	Iteration 207Q: 3 clusters Score -2864545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -2864544.750000 Penalty: 953.430603
	Iteration 208Q: 3 clusters Score -2864545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2864540.750000 Penalty: 953.430603
	Iteration 209Q: 3 clusters Score -2864541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2864540.750000 Penalty: 953.430603
	Iteration 210Q: 3 clusters Score -2864541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -2864543.000000 Penalty: 953.430603
	Iteration 211Q: 3 clusters Score -2864543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -2864537.500000 Penalty: 953.430603
	Iteration 212Q: 3 clusters Score -2864538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -2864537.250000 Penalty: 953.430603
	Iteration 213Q: 3 clusters Score -2864537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2864534.500000 Penalty: 953.430603
	Iteration 214Q: 3 clusters Score -2864534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -2864534.500000 Penalty: 953.430603
	Iteration 215F: 3 clusters Score -2864534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 36906 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
Score: -42162596.000000 Penalty: 39727.804688
Splitting cluster 13 changes total score from -42160404.000000 to -42162596.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 146 members 
Entering Unmasked Estep 
Score: -18906.058594 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18906.06 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19039.271484 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -19039.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19075.265625 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19075.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19089.179688 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -19089.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19093.201172 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19094.183594 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19094.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19095.041016 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19095.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19095.041016 Penalty: 514.056702
	Iteration 7F: 3 clusters Score -19095.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Entering Unmasked Estep 
Score: -2984772.750000 Penalty: 478.483887
	Iteration 0F: 2 clusters Score -2984773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2963614.750000 Penalty: 956.967773
	Iteration 0F: 3 clusters Score -2963615 nChanged 17852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2976465.250000 Penalty: 956.967773
	Iteration 1F: 3 clusters Score -2976465 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2980796.000000 Penalty: 956.967773
	Iteration 2F: 3 clusters Score -2980796 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2984561.750000 Penalty: 956.967773
	Iteration 3F: 3 clusters Score -2984562 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2985884.250000 Penalty: 956.967773
	Iteration 4F: 3 clusters Score -2985884 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2986427.250000 Penalty: 956.967773
	Iteration 5Q: 3 clusters Score -2986427 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2986681.750000 Penalty: 956.967773
	Iteration 6Q: 3 clusters Score -2986682 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2986845.750000 Penalty: 956.967773
	Iteration 7Q: 3 clusters Score -2986846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2986922.000000 Penalty: 956.967773
	Iteration 8Q: 3 clusters Score -2986922 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2986939.250000 Penalty: 956.967773
	Iteration 9Q: 3 clusters Score -2986939 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2986974.000000 Penalty: 956.967773
	Iteration 10Q: 3 clusters Score -2986974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2986968.500000 Penalty: 956.967773
	Iteration 11Q: 3 clusters Score -2986968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2986979.750000 Penalty: 956.967773
	Iteration 12Q: 3 clusters Score -2986980 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2987033.000000 Penalty: 956.967773
	Iteration 13Q: 3 clusters Score -2987033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2987082.500000 Penalty: 956.967773
	Iteration 14Q: 3 clusters Score -2987082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2987086.750000 Penalty: 956.967773
	Iteration 15Q: 3 clusters Score -2987087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2987097.750000 Penalty: 956.967773
	Iteration 16Q: 3 clusters Score -2987098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2987095.250000 Penalty: 956.967773
	Iteration 17Q: 3 clusters Score -2987095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2987090.500000 Penalty: 956.967773
	Iteration 18Q: 3 clusters Score -2987090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2987088.750000 Penalty: 956.967773
	Iteration 19Q: 3 clusters Score -2987089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2987093.000000 Penalty: 956.967773
	Iteration 20F: 3 clusters Score -2987093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2987083.500000 Penalty: 956.967773
	Iteration 21Q: 3 clusters Score -2987084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2987112.250000 Penalty: 956.967773
	Iteration 22Q: 3 clusters Score -2987112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2987122.250000 Penalty: 956.967773
	Iteration 23Q: 3 clusters Score -2987122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2987126.250000 Penalty: 956.967773
	Iteration 24Q: 3 clusters Score -2987126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2987131.500000 Penalty: 956.967773
	Iteration 25Q: 3 clusters Score -2987132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2987131.750000 Penalty: 956.967773
	Iteration 26Q: 3 clusters Score -2987132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2987137.250000 Penalty: 956.967773
	Iteration 27Q: 3 clusters Score -2987137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2987132.000000 Penalty: 956.967773
	Iteration 28Q: 3 clusters Score -2987132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2987138.500000 Penalty: 956.967773
	Iteration 29Q: 3 clusters Score -2987138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2987137.000000 Penalty: 956.967773
	Iteration 30Q: 3 clusters Score -2987137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2987132.000000 Penalty: 956.967773
	Iteration 31Q: 3 clusters Score -2987132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2987131.750000 Penalty: 956.967773
	Iteration 32Q: 3 clusters Score -2987132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2987131.250000 Penalty: 956.967773
	Iteration 33Q: 3 clusters Score -2987131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2987132.750000 Penalty: 956.967773
	Iteration 34Q: 3 clusters Score -2987133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2987132.750000 Penalty: 956.967773
	Iteration 35F: 3 clusters Score -2987133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 463 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Entering Unmasked Estep 
Score: -42164828.000000 Penalty: 40329.742188
Splitting cluster 15 changes total score from -42160404.000000 to -42164828.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 16 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -57034.453125 Penalty: 300.479431
	Iteration 0F: 2 clusters Score -57034.45 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 372 members 
Entering Unmasked Estep 
Score: -56416.820312 Penalty: 600.958862
	Iteration 0F: 3 clusters Score -56416.82 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56599.976562 Penalty: 600.958862
	Iteration 1F: 3 clusters Score -56599.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56632.250000 Penalty: 600.958862
	Iteration 2F: 3 clusters Score -56632.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56666.265625 Penalty: 600.958862
	Iteration 3F: 3 clusters Score -56666.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56689.835938 Penalty: 600.958862
	Iteration 4Q: 3 clusters Score -56689.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56710.171875 Penalty: 600.958862
	Iteration 5Q: 3 clusters Score -56710.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56725.460938 Penalty: 600.958862
	Iteration 6Q: 3 clusters Score -56725.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56737.218750 Penalty: 600.958862
	Iteration 7Q: 3 clusters Score -56737.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56743.082031 Penalty: 600.958862
	Iteration 8Q: 3 clusters Score -56743.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56750.042969 Penalty: 600.958862
	Iteration 9Q: 3 clusters Score -56750.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56755.175781 Penalty: 600.958862
	Iteration 10Q: 3 clusters Score -56755.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56758.406250 Penalty: 600.958862
	Iteration 11Q: 3 clusters Score -56758.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56761.394531 Penalty: 600.958862
	Iteration 12Q: 3 clusters Score -56761.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56766.160156 Penalty: 600.958862
	Iteration 13Q: 3 clusters Score -56766.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56770.542969 Penalty: 600.958862
	Iteration 14Q: 3 clusters Score -56770.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56774.781250 Penalty: 600.958862
	Iteration 15Q: 3 clusters Score -56774.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56778.972656 Penalty: 600.958862
	Iteration 16Q: 3 clusters Score -56778.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56784.390625 Penalty: 600.958862
	Iteration 17Q: 3 clusters Score -56784.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -56785.535156 Penalty: 600.958862
	Iteration 18Q: 3 clusters Score -56785.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56785.902344 Penalty: 600.958862
	Iteration 19Q: 3 clusters Score -56785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56786.070312 Penalty: 600.958862
	Iteration 20F: 3 clusters Score -56786.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Entering Unmasked Estep 
Score: -3452968.000000 Penalty: 487.906677
	Iteration 0F: 2 clusters Score -3452968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -3423311.000000 Penalty: 975.813354
	Iteration 0F: 3 clusters Score -3423311 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3436414.000000 Penalty: 975.813354
	Iteration 1F: 3 clusters Score -3436414 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3437475.750000 Penalty: 975.813354
	Iteration 2F: 3 clusters Score -3437476 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3438948.750000 Penalty: 975.813354
	Iteration 3F: 3 clusters Score -3438949 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3440667.250000 Penalty: 975.813354
	Iteration 4F: 3 clusters Score -3440667 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3442210.250000 Penalty: 975.813354
	Iteration 5F: 3 clusters Score -3442210 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -3443365.750000 Penalty: 975.813354
	Iteration 6F: 3 clusters Score -3443366 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3444267.000000 Penalty: 975.813354
	Iteration 7Q: 3 clusters Score -3444267 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3444985.250000 Penalty: 975.813354
	Iteration 8Q: 3 clusters Score -3444985 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3445386.750000 Penalty: 975.813354
	Iteration 9Q: 3 clusters Score -3445387 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3445595.750000 Penalty: 975.813354
	Iteration 10Q: 3 clusters Score -3445596 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3445694.750000 Penalty: 975.813354
	Iteration 11Q: 3 clusters Score -3445695 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3445773.250000 Penalty: 975.813354
	Iteration 12Q: 3 clusters Score -3445773 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3445857.500000 Penalty: 975.813354
	Iteration 13Q: 3 clusters Score -3445858 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3445907.250000 Penalty: 975.813354
	Iteration 14Q: 3 clusters Score -3445907 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3445977.750000 Penalty: 975.813354
	Iteration 15Q: 3 clusters Score -3445978 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3446042.750000 Penalty: 975.813354
	Iteration 16Q: 3 clusters Score -3446043 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3446135.000000 Penalty: 975.813354
	Iteration 17Q: 3 clusters Score -3446135 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3446216.000000 Penalty: 975.813354
	Iteration 18Q: 3 clusters Score -3446216 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3446332.500000 Penalty: 975.813354
	Iteration 19Q: 3 clusters Score -3446332 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3446420.500000 Penalty: 975.813354
	Iteration 20F: 3 clusters Score -3446420 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3446535.250000 Penalty: 975.813354
	Iteration 21Q: 3 clusters Score -3446535 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3446679.750000 Penalty: 975.813354
	Iteration 22Q: 3 clusters Score -3446680 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3446834.250000 Penalty: 975.813354
	Iteration 23Q: 3 clusters Score -3446834 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3447008.750000 Penalty: 975.813354
	Iteration 24Q: 3 clusters Score -3447009 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -3447187.750000 Penalty: 975.813354
	Iteration 25Q: 3 clusters Score -3447188 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -3447401.500000 Penalty: 975.813354
	Iteration 26Q: 3 clusters Score -3447402 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3447649.250000 Penalty: 975.813354
	Iteration 27Q: 3 clusters Score -3447649 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -3447927.500000 Penalty: 975.813354
	Iteration 28Q: 3 clusters Score -3447928 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -3448172.750000 Penalty: 975.813354
	Iteration 29Q: 3 clusters Score -3448173 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3448463.250000 Penalty: 975.813354
	Iteration 30Q: 3 clusters Score -3448463 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -3448784.000000 Penalty: 975.813354
	Iteration 31Q: 3 clusters Score -3448784 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -3449144.750000 Penalty: 975.813354
	Iteration 32Q: 3 clusters Score -3449145 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -3449515.250000 Penalty: 975.813354
	Iteration 33Q: 3 clusters Score -3449515 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3450049.250000 Penalty: 975.813354
	Iteration 34Q: 3 clusters Score -3450049 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -3450613.750000 Penalty: 975.813354
	Iteration 35Q: 3 clusters Score -3450614 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -3451080.250000 Penalty: 975.813354
	Iteration 36Q: 3 clusters Score -3451080 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -3451409.500000 Penalty: 975.813354
	Iteration 37Q: 3 clusters Score -3451410 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -3451663.750000 Penalty: 975.813354
	Iteration 38Q: 3 clusters Score -3451664 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -3451874.000000 Penalty: 975.813354
	Iteration 39Q: 3 clusters Score -3451874 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -3452055.500000 Penalty: 975.813354
	Iteration 40F: 3 clusters Score -3452056 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -3452217.500000 Penalty: 975.813354
	Iteration 41Q: 3 clusters Score -3452218 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -3452351.250000 Penalty: 975.813354
	Iteration 42Q: 3 clusters Score -3452351 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -3452442.500000 Penalty: 975.813354
	Iteration 43Q: 3 clusters Score -3452442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -3452485.250000 Penalty: 975.813354
	Iteration 44Q: 3 clusters Score -3452485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -3452505.250000 Penalty: 975.813354
	Iteration 45Q: 3 clusters Score -3452505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -3452537.250000 Penalty: 975.813354
	Iteration 46Q: 3 clusters Score -3452537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -3452560.750000 Penalty: 975.813354
	Iteration 47Q: 3 clusters Score -3452561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -3452577.000000 Penalty: 975.813354
	Iteration 48Q: 3 clusters Score -3452577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -3452588.250000 Penalty: 975.813354
	Iteration 49Q: 3 clusters Score -3452588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -3452596.500000 Penalty: 975.813354
	Iteration 50Q: 3 clusters Score -3452596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -3452613.500000 Penalty: 975.813354
	Iteration 51Q: 3 clusters Score -3452614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -3452624.750000 Penalty: 975.813354
	Iteration 52Q: 3 clusters Score -3452625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -3452627.500000 Penalty: 975.813354
	Iteration 53Q: 3 clusters Score -3452628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -3452623.000000 Penalty: 975.813354
	Iteration 54Q: 3 clusters Score -3452623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -3452626.750000 Penalty: 975.813354
	Iteration 55Q: 3 clusters Score -3452627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -3452631.250000 Penalty: 975.813354
	Iteration 56Q: 3 clusters Score -3452631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -3452633.500000 Penalty: 975.813354
	Iteration 57Q: 3 clusters Score -3452634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -3452638.000000 Penalty: 975.813354
	Iteration 58Q: 3 clusters Score -3452638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -3452637.750000 Penalty: 975.813354
	Iteration 59Q: 3 clusters Score -3452638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -3452634.250000 Penalty: 975.813354
	Iteration 60F: 3 clusters Score -3452634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -3452639.000000 Penalty: 975.813354
	Iteration 61Q: 3 clusters Score -3452639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -3452639.000000 Penalty: 975.813354
	Iteration 62F: 3 clusters Score -3452639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -30582.957031 Penalty: 285.157623
	Iteration 0F: 2 clusters Score -30582.96 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 264 members 
Entering Unmasked Estep 
Score: -30123.816406 Penalty: 570.315247
	Iteration 0F: 3 clusters Score -30123.82 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30367.935547 Penalty: 570.315247
	Iteration 1F: 3 clusters Score -30367.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30433.951172 Penalty: 570.315247
	Iteration 2F: 3 clusters Score -30433.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30462.503906 Penalty: 570.315247
	Iteration 3Q: 3 clusters Score -30462.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -30487.056641 Penalty: 570.315247
	Iteration 4Q: 3 clusters Score -30487.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -30505.972656 Penalty: 570.315247
	Iteration 5Q: 3 clusters Score -30505.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30517.775391 Penalty: 570.315247
	Iteration 6Q: 3 clusters Score -30517.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -30526.683594 Penalty: 570.315247
	Iteration 7Q: 3 clusters Score -30526.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -30538.644531 Penalty: 570.315247
	Iteration 8Q: 3 clusters Score -30538.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -30543.751953 Penalty: 570.315247
	Iteration 9Q: 3 clusters Score -30543.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -30552.626953 Penalty: 570.315247
	Iteration 10Q: 3 clusters Score -30552.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30557.396484 Penalty: 570.315247
	Iteration 11Q: 3 clusters Score -30557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30562.300781 Penalty: 570.315247
	Iteration 12Q: 3 clusters Score -30562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -30564.392578 Penalty: 570.315247
	Iteration 13Q: 3 clusters Score -30564.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -30566.916016 Penalty: 570.315247
	Iteration 14Q: 3 clusters Score -30566.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30567.236328 Penalty: 570.315247
	Iteration 15Q: 3 clusters Score -30567.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30567.236328 Penalty: 570.315247
	Iteration 16F: 3 clusters Score -30567.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Entering Unmasked Estep 
Score: -497368.625000 Penalty: 398.707489
	Iteration 0F: 2 clusters Score -497368.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -493073.625000 Penalty: 797.414978
	Iteration 0F: 3 clusters Score -493073.6 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -494704.250000 Penalty: 797.414978
	Iteration 1F: 3 clusters Score -494704.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -494876.500000 Penalty: 797.414978
	Iteration 2F: 3 clusters Score -494876.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -495088.312500 Penalty: 797.414978
	Iteration 3F: 3 clusters Score -495088.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -495375.031250 Penalty: 797.414978
	Iteration 4F: 3 clusters Score -495375 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -495728.312500 Penalty: 797.414978
	Iteration 5F: 3 clusters Score -495728.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -496046.687500 Penalty: 797.414978
	Iteration 6F: 3 clusters Score -496046.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -496271.625000 Penalty: 797.414978
	Iteration 7Q: 3 clusters Score -496271.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -496399.781250 Penalty: 797.414978
	Iteration 8Q: 3 clusters Score -496399.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -496478.750000 Penalty: 797.414978
	Iteration 9Q: 3 clusters Score -496478.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -496536.437500 Penalty: 797.414978
	Iteration 10Q: 3 clusters Score -496536.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -496589.062500 Penalty: 797.414978
	Iteration 11Q: 3 clusters Score -496589.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -496631.750000 Penalty: 797.414978
	Iteration 12Q: 3 clusters Score -496631.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -496668.218750 Penalty: 797.414978
	Iteration 13Q: 3 clusters Score -496668.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -496705.000000 Penalty: 797.414978
	Iteration 14Q: 3 clusters Score -496705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -496747.750000 Penalty: 797.414978
	Iteration 15Q: 3 clusters Score -496747.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -496788.093750 Penalty: 797.414978
	Iteration 16Q: 3 clusters Score -496788.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -496826.031250 Penalty: 797.414978
	Iteration 17Q: 3 clusters Score -496826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -496848.531250 Penalty: 797.414978
	Iteration 18Q: 3 clusters Score -496848.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -496869.343750 Penalty: 797.414978
	Iteration 19Q: 3 clusters Score -496869.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -496886.375000 Penalty: 797.414978
	Iteration 20F: 3 clusters Score -496886.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -496903.000000 Penalty: 797.414978
	Iteration 21Q: 3 clusters Score -496903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -496916.093750 Penalty: 797.414978
	Iteration 22Q: 3 clusters Score -496916.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -496930.812500 Penalty: 797.414978
	Iteration 23Q: 3 clusters Score -496930.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -496945.000000 Penalty: 797.414978
	Iteration 24Q: 3 clusters Score -496945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -496958.125000 Penalty: 797.414978
	Iteration 25Q: 3 clusters Score -496958.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -496971.437500 Penalty: 797.414978
	Iteration 26Q: 3 clusters Score -496971.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -496985.125000 Penalty: 797.414978
	Iteration 27Q: 3 clusters Score -496985.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -496991.625000 Penalty: 797.414978
	Iteration 28Q: 3 clusters Score -496991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -496999.187500 Penalty: 797.414978
	Iteration 29Q: 3 clusters Score -496999.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -497007.343750 Penalty: 797.414978
	Iteration 30Q: 3 clusters Score -497007.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -497017.093750 Penalty: 797.414978
	Iteration 31Q: 3 clusters Score -497017.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -497023.812500 Penalty: 797.414978
	Iteration 32Q: 3 clusters Score -497023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -497033.500000 Penalty: 797.414978
	Iteration 33Q: 3 clusters Score -497033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -497039.406250 Penalty: 797.414978
	Iteration 34Q: 3 clusters Score -497039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -497045.062500 Penalty: 797.414978
	Iteration 35Q: 3 clusters Score -497045.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -497046.968750 Penalty: 797.414978
	Iteration 36Q: 3 clusters Score -497047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -497047.437500 Penalty: 797.414978
	Iteration 37Q: 3 clusters Score -497047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -497049.625000 Penalty: 797.414978
	Iteration 38Q: 3 clusters Score -497049.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -497051.093750 Penalty: 797.414978
	Iteration 39Q: 3 clusters Score -497051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -497053.937500 Penalty: 797.414978
	Iteration 40F: 3 clusters Score -497053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -497055.843750 Penalty: 797.414978
	Iteration 41Q: 3 clusters Score -497055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -497056.750000 Penalty: 797.414978
	Iteration 42Q: 3 clusters Score -497056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -497056.750000 Penalty: 797.414978
	Iteration 43F: 3 clusters Score -497056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Entering Unmasked Estep 
Score: -1691203.500000 Penalty: 453.227722
	Iteration 0F: 2 clusters Score -1691204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1677039.000000 Penalty: 906.455444
	Iteration 0F: 3 clusters Score -1677039 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1683147.750000 Penalty: 906.455444
	Iteration 1F: 3 clusters Score -1683148 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1683727.500000 Penalty: 906.455444
	Iteration 2F: 3 clusters Score -1683728 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1684559.125000 Penalty: 906.455444
	Iteration 3F: 3 clusters Score -1684559 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1685714.500000 Penalty: 906.455444
	Iteration 4F: 3 clusters Score -1685714 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1686898.125000 Penalty: 906.455444
	Iteration 5F: 3 clusters Score -1686898 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1687788.375000 Penalty: 906.455444
	Iteration 6F: 3 clusters Score -1687788 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1688374.875000 Penalty: 906.455444
	Iteration 7Q: 3 clusters Score -1688375 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1688707.500000 Penalty: 906.455444
	Iteration 8Q: 3 clusters Score -1688708 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1688973.875000 Penalty: 906.455444
	Iteration 9Q: 3 clusters Score -1688974 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1689195.500000 Penalty: 906.455444
	Iteration 10Q: 3 clusters Score -1689196 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1689408.125000 Penalty: 906.455444
	Iteration 11Q: 3 clusters Score -1689408 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1689630.500000 Penalty: 906.455444
	Iteration 12Q: 3 clusters Score -1689630 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1689851.125000 Penalty: 906.455444
	Iteration 13Q: 3 clusters Score -1689851 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1690040.875000 Penalty: 906.455444
	Iteration 14Q: 3 clusters Score -1690041 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1690193.875000 Penalty: 906.455444
	Iteration 15Q: 3 clusters Score -1690194 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1690330.125000 Penalty: 906.455444
	Iteration 16Q: 3 clusters Score -1690330 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1690461.375000 Penalty: 906.455444
	Iteration 17Q: 3 clusters Score -1690461 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1690578.500000 Penalty: 906.455444
	Iteration 18Q: 3 clusters Score -1690578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1690663.250000 Penalty: 906.455444
	Iteration 19Q: 3 clusters Score -1690663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1690711.625000 Penalty: 906.455444
	Iteration 20F: 3 clusters Score -1690712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1690741.500000 Penalty: 906.455444
	Iteration 21Q: 3 clusters Score -1690742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1690777.000000 Penalty: 906.455444
	Iteration 22Q: 3 clusters Score -1690777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1690790.250000 Penalty: 906.455444
	Iteration 23Q: 3 clusters Score -1690790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1690796.125000 Penalty: 906.455444
	Iteration 24Q: 3 clusters Score -1690796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1690797.375000 Penalty: 906.455444
	Iteration 25Q: 3 clusters Score -1690797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1690800.250000 Penalty: 906.455444
	Iteration 26Q: 3 clusters Score -1690800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1690806.375000 Penalty: 906.455444
	Iteration 27Q: 3 clusters Score -1690806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1690808.500000 Penalty: 906.455444
	Iteration 28Q: 3 clusters Score -1690808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1690811.625000 Penalty: 906.455444
	Iteration 29Q: 3 clusters Score -1690812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1690813.625000 Penalty: 906.455444
	Iteration 30Q: 3 clusters Score -1690814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1690816.000000 Penalty: 906.455444
	Iteration 31Q: 3 clusters Score -1690816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1690816.000000 Penalty: 906.455444
	Iteration 32F: 3 clusters Score -1690816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8392.022461 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8392.022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8439.610352 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8439.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8448.928711 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8448.929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8453.565430 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8453.565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8453.565430 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -8453.565 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: -149321.921875 Penalty: 347.516083
	Iteration 0F: 2 clusters Score -149321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -147804.781250 Penalty: 695.032166
	Iteration 0F: 3 clusters Score -147804.8 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -148300.765625 Penalty: 695.032166
	Iteration 1F: 3 clusters Score -148300.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -148470.921875 Penalty: 695.032166
	Iteration 2F: 3 clusters Score -148470.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -148672.062500 Penalty: 695.032166
	Iteration 3F: 3 clusters Score -148672.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -148827.843750 Penalty: 695.032166
	Iteration 4F: 3 clusters Score -148827.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -148924.453125 Penalty: 695.032166
	Iteration 5F: 3 clusters Score -148924.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148981.171875 Penalty: 695.032166
	Iteration 6Q: 3 clusters Score -148981.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -149007.906250 Penalty: 695.032166
	Iteration 7Q: 3 clusters Score -149007.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -149020.484375 Penalty: 695.032166
	Iteration 8Q: 3 clusters Score -149020.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -149026.953125 Penalty: 695.032166
	Iteration 9Q: 3 clusters Score -149027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -149030.750000 Penalty: 695.032166
	Iteration 10Q: 3 clusters Score -149030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -149033.046875 Penalty: 695.032166
	Iteration 11Q: 3 clusters Score -149033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -149033.796875 Penalty: 695.032166
	Iteration 12Q: 3 clusters Score -149033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -149034.765625 Penalty: 695.032166
	Iteration 13Q: 3 clusters Score -149034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -149035.671875 Penalty: 695.032166
	Iteration 14Q: 3 clusters Score -149035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149035.937500 Penalty: 695.032166
	Iteration 15Q: 3 clusters Score -149035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149036.796875 Penalty: 695.032166
	Iteration 16Q: 3 clusters Score -149036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149036.796875 Penalty: 695.032166
	Iteration 17F: 3 clusters Score -149036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Entering Unmasked Estep 
Score: -1579077.375000 Penalty: 450.410309
	Iteration 0F: 2 clusters Score -1579077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1565831.875000 Penalty: 900.820618
	Iteration 0F: 3 clusters Score -1565832 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1571337.625000 Penalty: 900.820618
	Iteration 1F: 3 clusters Score -1571338 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1571818.875000 Penalty: 900.820618
	Iteration 2F: 3 clusters Score -1571819 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1572574.000000 Penalty: 900.820618
	Iteration 3F: 3 clusters Score -1572574 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1573750.750000 Penalty: 900.820618
	Iteration 4F: 3 clusters Score -1573751 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1575160.750000 Penalty: 900.820618
	Iteration 5F: 3 clusters Score -1575161 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1576233.500000 Penalty: 900.820618
	Iteration 6F: 3 clusters Score -1576234 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1576937.875000 Penalty: 900.820618
	Iteration 7Q: 3 clusters Score -1576938 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1577388.750000 Penalty: 900.820618
	Iteration 8Q: 3 clusters Score -1577389 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1577730.500000 Penalty: 900.820618
	Iteration 9Q: 3 clusters Score -1577730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1578025.000000 Penalty: 900.820618
	Iteration 10Q: 3 clusters Score -1578025 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1578231.875000 Penalty: 900.820618
	Iteration 11Q: 3 clusters Score -1578232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1578398.625000 Penalty: 900.820618
	Iteration 12Q: 3 clusters Score -1578399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1578523.250000 Penalty: 900.820618
	Iteration 13Q: 3 clusters Score -1578523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1578582.875000 Penalty: 900.820618
	Iteration 14Q: 3 clusters Score -1578583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -1578618.875000 Penalty: 900.820618
	Iteration 15Q: 3 clusters Score -1578619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1578645.750000 Penalty: 900.820618
	Iteration 16Q: 3 clusters Score -1578646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -1578652.500000 Penalty: 900.820618
	Iteration 17Q: 3 clusters Score -1578652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1578654.625000 Penalty: 900.820618
	Iteration 18Q: 3 clusters Score -1578655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1578655.625000 Penalty: 900.820618
	Iteration 19Q: 3 clusters Score -1578656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1578655.375000 Penalty: 900.820618
	Iteration 20F: 3 clusters Score -1578655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1578656.625000 Penalty: 900.820618
	Iteration 21Q: 3 clusters Score -1578657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1578658.625000 Penalty: 900.820618
	Iteration 22Q: 3 clusters Score -1578659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1578658.625000 Penalty: 900.820618
	Iteration 23Q: 3 clusters Score -1578659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1578660.000000 Penalty: 900.820618
	Iteration 24Q: 3 clusters Score -1578660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1578660.000000 Penalty: 900.820618
	Iteration 25F: 3 clusters Score -1578660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -28407.250000 Penalty: 279.266602
	Iteration 0F: 2 clusters Score -28407.25 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 234 members 
Entering Unmasked Estep 
Score: -27948.789062 Penalty: 558.533203
	Iteration 0F: 3 clusters Score -27948.79 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28157.111328 Penalty: 558.533203
	Iteration 1F: 3 clusters Score -28157.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28224.535156 Penalty: 558.533203
	Iteration 2F: 3 clusters Score -28224.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28251.371094 Penalty: 558.533203
	Iteration 3Q: 3 clusters Score -28251.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28283.207031 Penalty: 558.533203
	Iteration 4Q: 3 clusters Score -28283.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28306.117188 Penalty: 558.533203
	Iteration 5Q: 3 clusters Score -28306.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -28323.271484 Penalty: 558.533203
	Iteration 6Q: 3 clusters Score -28323.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28333.703125 Penalty: 558.533203
	Iteration 7Q: 3 clusters Score -28333.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28342.792969 Penalty: 558.533203
	Iteration 8Q: 3 clusters Score -28342.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28360.068359 Penalty: 558.533203
	Iteration 9Q: 3 clusters Score -28360.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28396.140625 Penalty: 558.533203
	Iteration 10Q: 3 clusters Score -28396.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -28414.005859 Penalty: 558.533203
	Iteration 11Q: 3 clusters Score -28414.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28426.753906 Penalty: 558.533203
	Iteration 12Q: 3 clusters Score -28426.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28439.605469 Penalty: 558.533203
	Iteration 13Q: 3 clusters Score -28439.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -28457.404297 Penalty: 558.533203
	Iteration 14Q: 3 clusters Score -28457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28462.210938 Penalty: 558.533203
	Iteration 15Q: 3 clusters Score -28462.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -28468.089844 Penalty: 558.533203
	Iteration 16Q: 3 clusters Score -28468.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28469.568359 Penalty: 558.533203
	Iteration 17Q: 3 clusters Score -28469.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28470.261719 Penalty: 558.533203
	Iteration 18Q: 3 clusters Score -28470.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28470.261719 Penalty: 558.533203
	Iteration 19F: 3 clusters Score -28470.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Entering Unmasked Estep 
Score: -42164556.000000 Penalty: 40931.675781
Splitting cluster 25 changes total score from -42160404.000000 to -42164556.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8492.683594 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8492.684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8531.211914 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8531.212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8544.753906 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -8544.754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8548.827148 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8548.827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8556.906250 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8556.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8561.362305 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -8561.362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8561.362305 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -8561.362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -13036.455078 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -13036.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12585.402344 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -12585.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12803.208984 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -12803.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12860.729492 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -12860.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -12892.385742 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -12892.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12916.736328 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -12916.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -12949.553711 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -12949.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12955.057617 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -12955.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12962.181641 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -12962.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12972.943359 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -12972.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12989.625977 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -12989.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12990.121094 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -12990.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12990.641602 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -12990.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12990.641602 Penalty: 561.434570
	Iteration 12F: 3 clusters Score -12990.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -21506.408203 Penalty: 262.883179
	Iteration 0F: 2 clusters Score -21506.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21145.179688 Penalty: 525.766357
	Iteration 0F: 3 clusters Score -21145.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21218.962891 Penalty: 525.766357
	Iteration 1F: 3 clusters Score -21218.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21229.283203 Penalty: 525.766357
	Iteration 2Q: 3 clusters Score -21229.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21234.968750 Penalty: 525.766357
	Iteration 3Q: 3 clusters Score -21234.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21237.917969 Penalty: 525.766357
	Iteration 4Q: 3 clusters Score -21237.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21243.277344 Penalty: 525.766357
	Iteration 5Q: 3 clusters Score -21243.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21251.164062 Penalty: 525.766357
	Iteration 6Q: 3 clusters Score -21251.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21260.726562 Penalty: 525.766357
	Iteration 7Q: 3 clusters Score -21260.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21274.212891 Penalty: 525.766357
	Iteration 8Q: 3 clusters Score -21274.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21287.748047 Penalty: 525.766357
	Iteration 9Q: 3 clusters Score -21287.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21297.494141 Penalty: 525.766357
	Iteration 10Q: 3 clusters Score -21297.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21300.474609 Penalty: 525.766357
	Iteration 11Q: 3 clusters Score -21300.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21301.835938 Penalty: 525.766357
	Iteration 12Q: 3 clusters Score -21301.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21303.806641 Penalty: 525.766357
	Iteration 13Q: 3 clusters Score -21303.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21307.568359 Penalty: 525.766357
	Iteration 14Q: 3 clusters Score -21307.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21312.009766 Penalty: 525.766357
	Iteration 15Q: 3 clusters Score -21312.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21316.521484 Penalty: 525.766357
	Iteration 16Q: 3 clusters Score -21316.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21317.316406 Penalty: 525.766357
	Iteration 17Q: 3 clusters Score -21317.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21317.476562 Penalty: 525.766357
	Iteration 18Q: 3 clusters Score -21317.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21317.476562 Penalty: 525.766357
	Iteration 19F: 3 clusters Score -21317.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Entering Unmasked Estep 
Score: -1086154.125000 Penalty: 431.909058
	Iteration 0F: 2 clusters Score -1086154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1077408.625000 Penalty: 863.818115
	Iteration 0F: 3 clusters Score -1077409 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1081114.625000 Penalty: 863.818115
	Iteration 1F: 3 clusters Score -1081115 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1081477.250000 Penalty: 863.818115
	Iteration 2F: 3 clusters Score -1081477 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1082048.625000 Penalty: 863.818115
	Iteration 3F: 3 clusters Score -1082049 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1082871.000000 Penalty: 863.818115
	Iteration 4F: 3 clusters Score -1082871 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1083777.750000 Penalty: 863.818115
	Iteration 5F: 3 clusters Score -1083778 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1084353.375000 Penalty: 863.818115
	Iteration 6F: 3 clusters Score -1084353 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1084689.000000 Penalty: 863.818115
	Iteration 7Q: 3 clusters Score -1084689 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1084912.500000 Penalty: 863.818115
	Iteration 8Q: 3 clusters Score -1084912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1085095.500000 Penalty: 863.818115
	Iteration 9Q: 3 clusters Score -1085096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1085223.750000 Penalty: 863.818115
	Iteration 10Q: 3 clusters Score -1085224 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1085319.875000 Penalty: 863.818115
	Iteration 11Q: 3 clusters Score -1085320 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1085386.000000 Penalty: 863.818115
	Iteration 12Q: 3 clusters Score -1085386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1085433.500000 Penalty: 863.818115
	Iteration 13Q: 3 clusters Score -1085434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1085472.875000 Penalty: 863.818115
	Iteration 14Q: 3 clusters Score -1085473 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1085491.500000 Penalty: 863.818115
	Iteration 15Q: 3 clusters Score -1085492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1085502.500000 Penalty: 863.818115
	Iteration 16Q: 3 clusters Score -1085502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1085515.500000 Penalty: 863.818115
	Iteration 17Q: 3 clusters Score -1085516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1085520.125000 Penalty: 863.818115
	Iteration 18Q: 3 clusters Score -1085520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1085525.000000 Penalty: 863.818115
	Iteration 19Q: 3 clusters Score -1085525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1085525.000000 Penalty: 863.818115
	Iteration 20F: 3 clusters Score -1085525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1085528.875000 Penalty: 863.818115
	Iteration 21Q: 3 clusters Score -1085529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1085531.500000 Penalty: 863.818115
	Iteration 22Q: 3 clusters Score -1085532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1085531.500000 Penalty: 863.818115
	Iteration 23Q: 3 clusters Score -1085532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1085533.250000 Penalty: 863.818115
	Iteration 24Q: 3 clusters Score -1085533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1085532.625000 Penalty: 863.818115
	Iteration 25Q: 3 clusters Score -1085533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1085533.375000 Penalty: 863.818115
	Iteration 26Q: 3 clusters Score -1085533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1085534.750000 Penalty: 863.818115
	Iteration 27Q: 3 clusters Score -1085535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1085535.250000 Penalty: 863.818115
	Iteration 28Q: 3 clusters Score -1085535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1085534.750000 Penalty: 863.818115
	Iteration 29Q: 3 clusters Score -1085535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1085535.250000 Penalty: 863.818115
	Iteration 30Q: 3 clusters Score -1085535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1085536.000000 Penalty: 863.818115
	Iteration 31Q: 3 clusters Score -1085536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1085537.000000 Penalty: 863.818115
	Iteration 32Q: 3 clusters Score -1085537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1085537.750000 Penalty: 863.818115
	Iteration 33Q: 3 clusters Score -1085538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1085536.500000 Penalty: 863.818115
	Iteration 34Q: 3 clusters Score -1085536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1085537.375000 Penalty: 863.818115
	Iteration 35Q: 3 clusters Score -1085537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1085538.000000 Penalty: 863.818115
	Iteration 36Q: 3 clusters Score -1085538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1085539.375000 Penalty: 863.818115
	Iteration 37Q: 3 clusters Score -1085539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1085538.250000 Penalty: 863.818115
	Iteration 38Q: 3 clusters Score -1085538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1085539.250000 Penalty: 863.818115
	Iteration 39Q: 3 clusters Score -1085539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1085538.125000 Penalty: 863.818115
	Iteration 40F: 3 clusters Score -1085538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1085539.250000 Penalty: 863.818115
	Iteration 41Q: 3 clusters Score -1085539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1085540.500000 Penalty: 863.818115
	Iteration 42Q: 3 clusters Score -1085540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1085540.500000 Penalty: 863.818115
	Iteration 43Q: 3 clusters Score -1085540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1085540.750000 Penalty: 863.818115
	Iteration 44Q: 3 clusters Score -1085541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1085538.875000 Penalty: 863.818115
	Iteration 45Q: 3 clusters Score -1085539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1085540.625000 Penalty: 863.818115
	Iteration 46Q: 3 clusters Score -1085541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1085539.000000 Penalty: 863.818115
	Iteration 47Q: 3 clusters Score -1085539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1085541.625000 Penalty: 863.818115
	Iteration 48Q: 3 clusters Score -1085542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1085540.750000 Penalty: 863.818115
	Iteration 49Q: 3 clusters Score -1085541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1085540.125000 Penalty: 863.818115
	Iteration 50Q: 3 clusters Score -1085540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1085538.250000 Penalty: 863.818115
	Iteration 51Q: 3 clusters Score -1085538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1085540.000000 Penalty: 863.818115
	Iteration 52Q: 3 clusters Score -1085540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1085540.000000 Penalty: 863.818115
	Iteration 53F: 3 clusters Score -1085540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -37753.742188 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -37753.74 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 255 members 
Entering Unmasked Estep 
Score: -37265.882812 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -37265.88 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37413.167969 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -37413.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37445.160156 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -37445.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37461.812500 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -37461.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37470.378906 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -37470.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37475.585938 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -37475.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37481.871094 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -37481.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37486.351562 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -37486.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37489.742188 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -37489.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37493.453125 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -37493.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37500.398438 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -37500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37508.832031 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -37508.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -37518.750000 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -37518.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37530.890625 Penalty: 566.434814
	Iteration 13Q: 3 clusters Score -37530.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -37543.554688 Penalty: 566.434814
	Iteration 14Q: 3 clusters Score -37543.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -37549.984375 Penalty: 566.434814
	Iteration 15Q: 3 clusters Score -37549.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37556.441406 Penalty: 566.434814
	Iteration 16Q: 3 clusters Score -37556.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37560.171875 Penalty: 566.434814
	Iteration 17Q: 3 clusters Score -37560.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37568.585938 Penalty: 566.434814
	Iteration 18Q: 3 clusters Score -37568.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37579.585938 Penalty: 566.434814
	Iteration 19Q: 3 clusters Score -37579.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -37583.769531 Penalty: 566.434814
	Iteration 20F: 3 clusters Score -37583.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37589.015625 Penalty: 566.434814
	Iteration 21Q: 3 clusters Score -37589.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -37590.054688 Penalty: 566.434814
	Iteration 22Q: 3 clusters Score -37590.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -37590.882812 Penalty: 566.434814
	Iteration 23Q: 3 clusters Score -37590.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37591.304688 Penalty: 566.434814
	Iteration 24Q: 3 clusters Score -37591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37591.734375 Penalty: 566.434814
	Iteration 25Q: 3 clusters Score -37591.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37591.734375 Penalty: 566.434814
	Iteration 26F: 3 clusters Score -37591.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Entering Unmasked Estep 
Score: -1496246.000000 Penalty: 446.546997
	Iteration 0F: 2 clusters Score -1496246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1484079.500000 Penalty: 893.093994
	Iteration 0F: 3 clusters Score -1484080 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1489376.000000 Penalty: 893.093994
	Iteration 1F: 3 clusters Score -1489376 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1489775.000000 Penalty: 893.093994
	Iteration 2Q: 3 clusters Score -1489775 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1490285.750000 Penalty: 893.093994
	Iteration 3F: 3 clusters Score -1490286 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1490864.625000 Penalty: 893.093994
	Iteration 4F: 3 clusters Score -1490865 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1491440.750000 Penalty: 893.093994
	Iteration 5F: 3 clusters Score -1491441 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1491917.875000 Penalty: 893.093994
	Iteration 6Q: 3 clusters Score -1491918 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1492310.750000 Penalty: 893.093994
	Iteration 7Q: 3 clusters Score -1492311 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1492604.375000 Penalty: 893.093994
	Iteration 8Q: 3 clusters Score -1492604 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1492881.875000 Penalty: 893.093994
	Iteration 9Q: 3 clusters Score -1492882 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1493072.500000 Penalty: 893.093994
	Iteration 10Q: 3 clusters Score -1493072 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1493228.125000 Penalty: 893.093994
	Iteration 11Q: 3 clusters Score -1493228 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1493370.000000 Penalty: 893.093994
	Iteration 12Q: 3 clusters Score -1493370 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1493508.125000 Penalty: 893.093994
	Iteration 13Q: 3 clusters Score -1493508 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1493654.875000 Penalty: 893.093994
	Iteration 14Q: 3 clusters Score -1493655 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1493831.000000 Penalty: 893.093994
	Iteration 15Q: 3 clusters Score -1493831 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1494016.875000 Penalty: 893.093994
	Iteration 16Q: 3 clusters Score -1494017 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1494227.125000 Penalty: 893.093994
	Iteration 17Q: 3 clusters Score -1494227 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1494433.125000 Penalty: 893.093994
	Iteration 18Q: 3 clusters Score -1494433 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1494656.875000 Penalty: 893.093994
	Iteration 19Q: 3 clusters Score -1494657 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1494897.750000 Penalty: 893.093994
	Iteration 20F: 3 clusters Score -1494898 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1495141.500000 Penalty: 893.093994
	Iteration 21Q: 3 clusters Score -1495142 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1495337.000000 Penalty: 893.093994
	Iteration 22Q: 3 clusters Score -1495337 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1495455.875000 Penalty: 893.093994
	Iteration 23Q: 3 clusters Score -1495456 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1495536.000000 Penalty: 893.093994
	Iteration 24Q: 3 clusters Score -1495536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1495595.625000 Penalty: 893.093994
	Iteration 25Q: 3 clusters Score -1495596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1495659.500000 Penalty: 893.093994
	Iteration 26Q: 3 clusters Score -1495660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1495719.250000 Penalty: 893.093994
	Iteration 27Q: 3 clusters Score -1495719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1495754.125000 Penalty: 893.093994
	Iteration 28Q: 3 clusters Score -1495754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1495786.000000 Penalty: 893.093994
	Iteration 29Q: 3 clusters Score -1495786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1495809.125000 Penalty: 893.093994
	Iteration 30Q: 3 clusters Score -1495809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1495829.875000 Penalty: 893.093994
	Iteration 31Q: 3 clusters Score -1495830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1495848.125000 Penalty: 893.093994
	Iteration 32Q: 3 clusters Score -1495848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1495859.125000 Penalty: 893.093994
	Iteration 33Q: 3 clusters Score -1495859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1495868.375000 Penalty: 893.093994
	Iteration 34Q: 3 clusters Score -1495868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1495878.000000 Penalty: 893.093994
	Iteration 35Q: 3 clusters Score -1495878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1495880.750000 Penalty: 893.093994
	Iteration 36Q: 3 clusters Score -1495881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1495885.000000 Penalty: 893.093994
	Iteration 37Q: 3 clusters Score -1495885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1495887.750000 Penalty: 893.093994
	Iteration 38Q: 3 clusters Score -1495888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1495888.625000 Penalty: 893.093994
	Iteration 39Q: 3 clusters Score -1495889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1495889.375000 Penalty: 893.093994
	Iteration 40F: 3 clusters Score -1495889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Entering Unmasked Estep 
Score: -2038058.000000 Penalty: 464.554047
	Iteration 0F: 2 clusters Score -2038058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2019757.750000 Penalty: 929.108093
	Iteration 0F: 3 clusters Score -2019758 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2028339.000000 Penalty: 929.108093
	Iteration 1F: 3 clusters Score -2028339 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2029628.250000 Penalty: 929.108093
	Iteration 2F: 3 clusters Score -2029628 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2031237.125000 Penalty: 929.108093
	Iteration 3F: 3 clusters Score -2031237 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2032893.375000 Penalty: 929.108093
	Iteration 4F: 3 clusters Score -2032893 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2034310.000000 Penalty: 929.108093
	Iteration 5F: 3 clusters Score -2034310 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2035305.625000 Penalty: 929.108093
	Iteration 6Q: 3 clusters Score -2035306 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2036030.500000 Penalty: 929.108093
	Iteration 7Q: 3 clusters Score -2036030 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2036698.500000 Penalty: 929.108093
	Iteration 8Q: 3 clusters Score -2036698 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2037255.125000 Penalty: 929.108093
	Iteration 9Q: 3 clusters Score -2037255 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2037612.375000 Penalty: 929.108093
	Iteration 10Q: 3 clusters Score -2037612 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2037794.250000 Penalty: 929.108093
	Iteration 11Q: 3 clusters Score -2037794 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2037884.875000 Penalty: 929.108093
	Iteration 12Q: 3 clusters Score -2037885 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -2037933.250000 Penalty: 929.108093
	Iteration 13Q: 3 clusters Score -2037933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2037952.625000 Penalty: 929.108093
	Iteration 14Q: 3 clusters Score -2037953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2037965.250000 Penalty: 929.108093
	Iteration 15Q: 3 clusters Score -2037965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2037981.625000 Penalty: 929.108093
	Iteration 16Q: 3 clusters Score -2037982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2037993.750000 Penalty: 929.108093
	Iteration 17Q: 3 clusters Score -2037994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -2038011.500000 Penalty: 929.108093
	Iteration 18Q: 3 clusters Score -2038012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2038019.375000 Penalty: 929.108093
	Iteration 19Q: 3 clusters Score -2038019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2038023.375000 Penalty: 929.108093
	Iteration 20F: 3 clusters Score -2038023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2038027.250000 Penalty: 929.108093
	Iteration 21Q: 3 clusters Score -2038027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2038032.125000 Penalty: 929.108093
	Iteration 22Q: 3 clusters Score -2038032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2038034.375000 Penalty: 929.108093
	Iteration 23Q: 3 clusters Score -2038034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2038036.625000 Penalty: 929.108093
	Iteration 24Q: 3 clusters Score -2038037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2038040.500000 Penalty: 929.108093
	Iteration 25Q: 3 clusters Score -2038040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -2038041.500000 Penalty: 929.108093
	Iteration 26Q: 3 clusters Score -2038042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -2038044.750000 Penalty: 929.108093
	Iteration 27Q: 3 clusters Score -2038045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2038043.250000 Penalty: 929.108093
	Iteration 28Q: 3 clusters Score -2038043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2038047.750000 Penalty: 929.108093
	Iteration 29Q: 3 clusters Score -2038048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2038048.375000 Penalty: 929.108093
	Iteration 30Q: 3 clusters Score -2038048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2038052.625000 Penalty: 929.108093
	Iteration 31Q: 3 clusters Score -2038053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -2038052.875000 Penalty: 929.108093
	Iteration 32Q: 3 clusters Score -2038053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2038056.125000 Penalty: 929.108093
	Iteration 33Q: 3 clusters Score -2038056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2038055.750000 Penalty: 929.108093
	Iteration 34Q: 3 clusters Score -2038056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2038055.250000 Penalty: 929.108093
	Iteration 35Q: 3 clusters Score -2038055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2038055.625000 Penalty: 929.108093
	Iteration 36Q: 3 clusters Score -2038056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2038055.500000 Penalty: 929.108093
	Iteration 37Q: 3 clusters Score -2038056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2038053.625000 Penalty: 929.108093
	Iteration 38Q: 3 clusters Score -2038054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2038054.375000 Penalty: 929.108093
	Iteration 39Q: 3 clusters Score -2038054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2038055.625000 Penalty: 929.108093
	Iteration 40F: 3 clusters Score -2038056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2038056.500000 Penalty: 929.108093
	Iteration 41Q: 3 clusters Score -2038056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2038056.500000 Penalty: 929.108093
	Iteration 42F: 3 clusters Score -2038056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Entering Unmasked Estep 
Score: -1925275.750000 Penalty: 458.544586
	Iteration 0F: 2 clusters Score -1925276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1909942.875000 Penalty: 917.089172
	Iteration 0F: 3 clusters Score -1909943 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1916359.500000 Penalty: 917.089172
	Iteration 1F: 3 clusters Score -1916360 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1916708.375000 Penalty: 917.089172
	Iteration 2Q: 3 clusters Score -1916708 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1917281.000000 Penalty: 917.089172
	Iteration 3Q: 3 clusters Score -1917281 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1918250.625000 Penalty: 917.089172
	Iteration 4F: 3 clusters Score -1918251 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1919755.875000 Penalty: 917.089172
	Iteration 5F: 3 clusters Score -1919756 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1921523.000000 Penalty: 917.089172
	Iteration 6F: 3 clusters Score -1921523 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1922938.000000 Penalty: 917.089172
	Iteration 7F: 3 clusters Score -1922938 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1923806.375000 Penalty: 917.089172
	Iteration 8Q: 3 clusters Score -1923806 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1924282.375000 Penalty: 917.089172
	Iteration 9Q: 3 clusters Score -1924282 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1924540.500000 Penalty: 917.089172
	Iteration 10Q: 3 clusters Score -1924540 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1924677.625000 Penalty: 917.089172
	Iteration 11Q: 3 clusters Score -1924678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1924758.000000 Penalty: 917.089172
	Iteration 12Q: 3 clusters Score -1924758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1924802.500000 Penalty: 917.089172
	Iteration 13Q: 3 clusters Score -1924802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1924826.750000 Penalty: 917.089172
	Iteration 14Q: 3 clusters Score -1924827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1924851.375000 Penalty: 917.089172
	Iteration 15Q: 3 clusters Score -1924851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1924873.125000 Penalty: 917.089172
	Iteration 16Q: 3 clusters Score -1924873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1924881.500000 Penalty: 917.089172
	Iteration 17Q: 3 clusters Score -1924882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1924893.875000 Penalty: 917.089172
	Iteration 18Q: 3 clusters Score -1924894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1924898.750000 Penalty: 917.089172
	Iteration 19Q: 3 clusters Score -1924899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1924909.875000 Penalty: 917.089172
	Iteration 20F: 3 clusters Score -1924910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1924911.250000 Penalty: 917.089172
	Iteration 21Q: 3 clusters Score -1924911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1924913.750000 Penalty: 917.089172
	Iteration 22Q: 3 clusters Score -1924914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1924918.875000 Penalty: 917.089172
	Iteration 23Q: 3 clusters Score -1924919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1924920.125000 Penalty: 917.089172
	Iteration 24Q: 3 clusters Score -1924920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1924920.625000 Penalty: 917.089172
	Iteration 25Q: 3 clusters Score -1924921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1924921.250000 Penalty: 917.089172
	Iteration 26Q: 3 clusters Score -1924921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1924920.750000 Penalty: 917.089172
	Iteration 27Q: 3 clusters Score -1924921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1924921.750000 Penalty: 917.089172
	Iteration 28Q: 3 clusters Score -1924922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1924922.750000 Penalty: 917.089172
	Iteration 29Q: 3 clusters Score -1924923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1924926.375000 Penalty: 917.089172
	Iteration 30Q: 3 clusters Score -1924926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1924926.375000 Penalty: 917.089172
	Iteration 31F: 3 clusters Score -1924926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -25134.130859 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -25134.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24689.677734 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -24689.68 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24930.906250 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -24930.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -24958.681641 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -24958.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24992.513672 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -24992.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25027.005859 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -25027.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -25061.955078 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -25061.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25087.291016 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -25087.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25107.804688 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -25107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25137.251953 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -25137.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25155.820312 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -25155.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25161.664062 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -25161.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25163.023438 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -25163.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -25165.396484 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -25165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25166.755859 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -25166.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25167.087891 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -25167.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25167.087891 Penalty: 569.098450
	Iteration 15F: 3 clusters Score -25167.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 28736 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Entering Unmasked Estep 
Score: -42164292.000000 Penalty: 41533.613281
Splitting cluster 34 changes total score from -42160404.000000 to -42164292.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 35 (28736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Entering Unmasked Estep 
Score: -2327717.000000 Penalty: 467.098724
	Iteration 0F: 2 clusters Score -2327717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2310040.500000 Penalty: 934.197449
	Iteration 0F: 3 clusters Score -2310040 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2318033.500000 Penalty: 934.197449
	Iteration 1F: 3 clusters Score -2318034 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2318512.000000 Penalty: 934.197449
	Iteration 2Q: 3 clusters Score -2318512 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2319159.000000 Penalty: 934.197449
	Iteration 3Q: 3 clusters Score -2319159 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2320183.500000 Penalty: 934.197449
	Iteration 4F: 3 clusters Score -2320184 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2321777.750000 Penalty: 934.197449
	Iteration 5F: 3 clusters Score -2321778 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2323399.750000 Penalty: 934.197449
	Iteration 6F: 3 clusters Score -2323400 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2324334.250000 Penalty: 934.197449
	Iteration 7F: 3 clusters Score -2324334 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2324803.750000 Penalty: 934.197449
	Iteration 8Q: 3 clusters Score -2324804 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2325144.750000 Penalty: 934.197449
	Iteration 9Q: 3 clusters Score -2325145 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2325548.000000 Penalty: 934.197449
	Iteration 10Q: 3 clusters Score -2325548 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2326046.750000 Penalty: 934.197449
	Iteration 11Q: 3 clusters Score -2326047 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2326560.500000 Penalty: 934.197449
	Iteration 12Q: 3 clusters Score -2326560 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2327082.750000 Penalty: 934.197449
	Iteration 13Q: 3 clusters Score -2327083 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2327524.000000 Penalty: 934.197449
	Iteration 14Q: 3 clusters Score -2327524 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2327787.750000 Penalty: 934.197449
	Iteration 15Q: 3 clusters Score -2327788 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2327965.000000 Penalty: 934.197449
	Iteration 16Q: 3 clusters Score -2327965 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2328094.000000 Penalty: 934.197449
	Iteration 17Q: 3 clusters Score -2328094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2328144.250000 Penalty: 934.197449
	Iteration 18Q: 3 clusters Score -2328144 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2328173.500000 Penalty: 934.197449
	Iteration 19Q: 3 clusters Score -2328174 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2328203.500000 Penalty: 934.197449
	Iteration 20F: 3 clusters Score -2328204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2328228.000000 Penalty: 934.197449
	Iteration 21Q: 3 clusters Score -2328228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2328241.500000 Penalty: 934.197449
	Iteration 22Q: 3 clusters Score -2328242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2328241.750000 Penalty: 934.197449
	Iteration 23Q: 3 clusters Score -2328242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2328251.500000 Penalty: 934.197449
	Iteration 24Q: 3 clusters Score -2328252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2328251.000000 Penalty: 934.197449
	Iteration 25Q: 3 clusters Score -2328251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2328252.000000 Penalty: 934.197449
	Iteration 26Q: 3 clusters Score -2328252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2328250.000000 Penalty: 934.197449
	Iteration 27Q: 3 clusters Score -2328250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2328249.750000 Penalty: 934.197449
	Iteration 28Q: 3 clusters Score -2328250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2328250.500000 Penalty: 934.197449
	Iteration 29Q: 3 clusters Score -2328250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2328251.000000 Penalty: 934.197449
	Iteration 30Q: 3 clusters Score -2328251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2328241.750000 Penalty: 934.197449
	Iteration 31Q: 3 clusters Score -2328242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2328242.750000 Penalty: 934.197449
	Iteration 32Q: 3 clusters Score -2328243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2328237.750000 Penalty: 934.197449
	Iteration 33Q: 3 clusters Score -2328238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2328241.750000 Penalty: 934.197449
	Iteration 34Q: 3 clusters Score -2328242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2328237.000000 Penalty: 934.197449
	Iteration 35Q: 3 clusters Score -2328237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2328240.750000 Penalty: 934.197449
	Iteration 36Q: 3 clusters Score -2328241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2328238.000000 Penalty: 934.197449
	Iteration 37Q: 3 clusters Score -2328238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2328232.250000 Penalty: 934.197449
	Iteration 38Q: 3 clusters Score -2328232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2328235.250000 Penalty: 934.197449
	Iteration 39Q: 3 clusters Score -2328235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2328233.250000 Penalty: 934.197449
	Iteration 40F: 3 clusters Score -2328233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2328233.500000 Penalty: 934.197449
	Iteration 41Q: 3 clusters Score -2328234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2328235.250000 Penalty: 934.197449
	Iteration 42Q: 3 clusters Score -2328235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2328235.250000 Penalty: 934.197449
	Iteration 43F: 3 clusters Score -2328235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 12817 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Entering Unmasked Estep 
Score: -42164748.000000 Penalty: 42135.550781
Splitting cluster 35 changes total score from -42160404.000000 to -42164748.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 36 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -226293.781250 Penalty: 364.907318
	Iteration 0F: 2 clusters Score -226293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -224203.750000 Penalty: 729.814636
	Iteration 0F: 3 clusters Score -224203.8 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -224933.531250 Penalty: 729.814636
	Iteration 1F: 3 clusters Score -224933.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -225001.453125 Penalty: 729.814636
	Iteration 2F: 3 clusters Score -225001.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -225070.593750 Penalty: 729.814636
	Iteration 3Q: 3 clusters Score -225070.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -225166.078125 Penalty: 729.814636
	Iteration 4F: 3 clusters Score -225166.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -225307.937500 Penalty: 729.814636
	Iteration 5F: 3 clusters Score -225307.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -225493.109375 Penalty: 729.814636
	Iteration 6F: 3 clusters Score -225493.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -225677.156250 Penalty: 729.814636
	Iteration 7F: 3 clusters Score -225677.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -225847.265625 Penalty: 729.814636
	Iteration 8F: 3 clusters Score -225847.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -225947.296875 Penalty: 729.814636
	Iteration 9Q: 3 clusters Score -225947.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -225994.937500 Penalty: 729.814636
	Iteration 10Q: 3 clusters Score -225994.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -226027.750000 Penalty: 729.814636
	Iteration 11Q: 3 clusters Score -226027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -226044.734375 Penalty: 729.814636
	Iteration 12Q: 3 clusters Score -226044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -226048.812500 Penalty: 729.814636
	Iteration 13Q: 3 clusters Score -226048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -226049.703125 Penalty: 729.814636
	Iteration 14Q: 3 clusters Score -226049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -226051.171875 Penalty: 729.814636
	Iteration 15Q: 3 clusters Score -226051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -226053.296875 Penalty: 729.814636
	Iteration 16Q: 3 clusters Score -226053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -226055.515625 Penalty: 729.814636
	Iteration 17Q: 3 clusters Score -226055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -226055.515625 Penalty: 729.814636
	Iteration 18F: 3 clusters Score -226055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -66958.460938 Penalty: 307.809265
	Iteration 0F: 2 clusters Score -66958.46 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 435 members 
Entering Unmasked Estep 
Score: -66232.296875 Penalty: 615.618530
	Iteration 0F: 3 clusters Score -66232.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66429.656250 Penalty: 615.618530
	Iteration 1F: 3 clusters Score -66429.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66485.132812 Penalty: 615.618530
	Iteration 2F: 3 clusters Score -66485.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -66529.929688 Penalty: 615.618530
	Iteration 3F: 3 clusters Score -66529.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -66560.617188 Penalty: 615.618530
	Iteration 4F: 3 clusters Score -66560.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66583.257812 Penalty: 615.618530
	Iteration 5Q: 3 clusters Score -66583.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -66594.585938 Penalty: 615.618530
	Iteration 6Q: 3 clusters Score -66594.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -66603.773438 Penalty: 615.618530
	Iteration 7Q: 3 clusters Score -66603.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -66609.750000 Penalty: 615.618530
	Iteration 8Q: 3 clusters Score -66609.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -66613.640625 Penalty: 615.618530
	Iteration 9Q: 3 clusters Score -66613.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -66616.335938 Penalty: 615.618530
	Iteration 10Q: 3 clusters Score -66616.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -66618.437500 Penalty: 615.618530
	Iteration 11Q: 3 clusters Score -66618.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -66620.007812 Penalty: 615.618530
	Iteration 12Q: 3 clusters Score -66620.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66620.726562 Penalty: 615.618530
	Iteration 13Q: 3 clusters Score -66620.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66621.296875 Penalty: 615.618530
	Iteration 14Q: 3 clusters Score -66621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66621.617188 Penalty: 615.618530
	Iteration 15Q: 3 clusters Score -66621.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -66622.312500 Penalty: 615.618530
	Iteration 16Q: 3 clusters Score -66622.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -66622.773438 Penalty: 615.618530
	Iteration 17Q: 3 clusters Score -66622.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -66623.101562 Penalty: 615.618530
	Iteration 18Q: 3 clusters Score -66623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66623.843750 Penalty: 615.618530
	Iteration 19Q: 3 clusters Score -66623.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66624.921875 Penalty: 615.618530
	Iteration 20F: 3 clusters Score -66624.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -66627.023438 Penalty: 615.618530
	Iteration 21Q: 3 clusters Score -66627.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -66632.640625 Penalty: 615.618530
	Iteration 22Q: 3 clusters Score -66632.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66637.695312 Penalty: 615.618530
	Iteration 23Q: 3 clusters Score -66637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66639.437500 Penalty: 615.618530
	Iteration 24Q: 3 clusters Score -66639.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66640.460938 Penalty: 615.618530
	Iteration 25Q: 3 clusters Score -66640.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -66640.953125 Penalty: 615.618530
	Iteration 26Q: 3 clusters Score -66640.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -66641.218750 Penalty: 615.618530
	Iteration 27Q: 3 clusters Score -66641.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66641.335938 Penalty: 615.618530
	Iteration 28Q: 3 clusters Score -66641.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66641.335938 Penalty: 615.618530
	Iteration 29F: 3 clusters Score -66641.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -10633.903320 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -10633.9 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 159 members 
Entering Unmasked Estep 
Score: -10320.652344 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -10320.65 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10472.661133 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -10472.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10507.698242 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -10507.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10521.079102 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -10521.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10523.628906 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -10523.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10524.593750 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -10524.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10524.892578 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -10524.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10525.517578 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -10525.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10526.246094 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -10526.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10526.246094 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -10526.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -11059.661133 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -11059.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10814.090820 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -10814.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10919.250000 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -10919.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10948.547852 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -10948.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10964.519531 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -10964.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10971.261719 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -10971.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10971.261719 Penalty: 474.559143
	Iteration 5F: 3 clusters Score -10971.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -55917.828125 Penalty: 297.287384
	Iteration 0F: 2 clusters Score -55917.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55294.289062 Penalty: 594.574768
	Iteration 0F: 3 clusters Score -55294.29 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55427.136719 Penalty: 594.574768
	Iteration 1F: 3 clusters Score -55427.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55467.894531 Penalty: 594.574768
	Iteration 2F: 3 clusters Score -55467.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55503.644531 Penalty: 594.574768
	Iteration 3F: 3 clusters Score -55503.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -55532.324219 Penalty: 594.574768
	Iteration 4F: 3 clusters Score -55532.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55560.648438 Penalty: 594.574768
	Iteration 5Q: 3 clusters Score -55560.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -55576.808594 Penalty: 594.574768
	Iteration 6Q: 3 clusters Score -55576.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55587.707031 Penalty: 594.574768
	Iteration 7Q: 3 clusters Score -55587.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55602.062500 Penalty: 594.574768
	Iteration 8Q: 3 clusters Score -55602.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55609.480469 Penalty: 594.574768
	Iteration 9Q: 3 clusters Score -55609.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -55611.019531 Penalty: 594.574768
	Iteration 10Q: 3 clusters Score -55611.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -55613.613281 Penalty: 594.574768
	Iteration 11Q: 3 clusters Score -55613.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55615.203125 Penalty: 594.574768
	Iteration 12Q: 3 clusters Score -55615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55616.421875 Penalty: 594.574768
	Iteration 13Q: 3 clusters Score -55616.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -55616.960938 Penalty: 594.574768
	Iteration 14Q: 3 clusters Score -55616.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55617.519531 Penalty: 594.574768
	Iteration 15Q: 3 clusters Score -55617.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55618.050781 Penalty: 594.574768
	Iteration 16Q: 3 clusters Score -55618.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55618.050781 Penalty: 594.574768
	Iteration 17F: 3 clusters Score -55618.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Entering Unmasked Estep 
Score: -237685.578125 Penalty: 363.447815
	Iteration 0F: 2 clusters Score -237685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -235660.890625 Penalty: 726.895630
	Iteration 0F: 3 clusters Score -235660.9 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -236361.734375 Penalty: 726.895630
	Iteration 1F: 3 clusters Score -236361.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -236473.859375 Penalty: 726.895630
	Iteration 2F: 3 clusters Score -236473.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -236576.609375 Penalty: 726.895630
	Iteration 3F: 3 clusters Score -236576.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -236710.343750 Penalty: 726.895630
	Iteration 4F: 3 clusters Score -236710.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -236837.656250 Penalty: 726.895630
	Iteration 5F: 3 clusters Score -236837.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -237002.843750 Penalty: 726.895630
	Iteration 6F: 3 clusters Score -237002.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -237154.531250 Penalty: 726.895630
	Iteration 7F: 3 clusters Score -237154.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -237229.625000 Penalty: 726.895630
	Iteration 8Q: 3 clusters Score -237229.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -237272.984375 Penalty: 726.895630
	Iteration 9Q: 3 clusters Score -237273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237304.656250 Penalty: 726.895630
	Iteration 10Q: 3 clusters Score -237304.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237319.953125 Penalty: 726.895630
	Iteration 11Q: 3 clusters Score -237320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -237326.796875 Penalty: 726.895630
	Iteration 12Q: 3 clusters Score -237326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -237329.343750 Penalty: 726.895630
	Iteration 13Q: 3 clusters Score -237329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -237332.000000 Penalty: 726.895630
	Iteration 14Q: 3 clusters Score -237332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -237335.390625 Penalty: 726.895630
	Iteration 15Q: 3 clusters Score -237335.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -237338.328125 Penalty: 726.895630
	Iteration 16Q: 3 clusters Score -237338.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -237340.765625 Penalty: 726.895630
	Iteration 17Q: 3 clusters Score -237340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -237342.875000 Penalty: 726.895630
	Iteration 18Q: 3 clusters Score -237342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237345.546875 Penalty: 726.895630
	Iteration 19Q: 3 clusters Score -237345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237346.921875 Penalty: 726.895630
	Iteration 20F: 3 clusters Score -237346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237347.468750 Penalty: 726.895630
	Iteration 21Q: 3 clusters Score -237347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237347.921875 Penalty: 726.895630
	Iteration 22Q: 3 clusters Score -237347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237350.187500 Penalty: 726.895630
	Iteration 23Q: 3 clusters Score -237350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -237352.500000 Penalty: 726.895630
	Iteration 24Q: 3 clusters Score -237352.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237355.937500 Penalty: 726.895630
	Iteration 25Q: 3 clusters Score -237355.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -237361.906250 Penalty: 726.895630
	Iteration 26Q: 3 clusters Score -237361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -237368.093750 Penalty: 726.895630
	Iteration 27Q: 3 clusters Score -237368.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237373.406250 Penalty: 726.895630
	Iteration 28Q: 3 clusters Score -237373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237377.078125 Penalty: 726.895630
	Iteration 29Q: 3 clusters Score -237377.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -237386.734375 Penalty: 726.895630
	Iteration 30Q: 3 clusters Score -237386.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237396.437500 Penalty: 726.895630
	Iteration 31Q: 3 clusters Score -237396.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237405.921875 Penalty: 726.895630
	Iteration 32Q: 3 clusters Score -237405.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237414.937500 Penalty: 726.895630
	Iteration 33Q: 3 clusters Score -237414.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -237424.671875 Penalty: 726.895630
	Iteration 34Q: 3 clusters Score -237424.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -237430.359375 Penalty: 726.895630
	Iteration 35Q: 3 clusters Score -237430.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -237436.187500 Penalty: 726.895630
	Iteration 36Q: 3 clusters Score -237436.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237441.421875 Penalty: 726.895630
	Iteration 37Q: 3 clusters Score -237441.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237446.765625 Penalty: 726.895630
	Iteration 38Q: 3 clusters Score -237446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -237451.406250 Penalty: 726.895630
	Iteration 39Q: 3 clusters Score -237451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237452.562500 Penalty: 726.895630
	Iteration 40F: 3 clusters Score -237452.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237455.828125 Penalty: 726.895630
	Iteration 41Q: 3 clusters Score -237455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237457.500000 Penalty: 726.895630
	Iteration 42Q: 3 clusters Score -237457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237458.734375 Penalty: 726.895630
	Iteration 43Q: 3 clusters Score -237458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -237459.203125 Penalty: 726.895630
	Iteration 44Q: 3 clusters Score -237459.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -237459.343750 Penalty: 726.895630
	Iteration 45Q: 3 clusters Score -237459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -237459.109375 Penalty: 726.895630
	Iteration 46Q: 3 clusters Score -237459.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -237459.218750 Penalty: 726.895630
	Iteration 47Q: 3 clusters Score -237459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -237459.218750 Penalty: 726.895630
	Iteration 48F: 3 clusters Score -237459.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -184264.218750 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -184264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -182679.187500 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -182679.2 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -183177.484375 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -183177.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -183274.015625 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -183274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -183366.421875 Penalty: 703.485901
	Iteration 3F: 3 clusters Score -183366.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -183443.140625 Penalty: 703.485901
	Iteration 4Q: 3 clusters Score -183443.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -183523.062500 Penalty: 703.485901
	Iteration 5Q: 3 clusters Score -183523.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -183580.562500 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -183580.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -183629.750000 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -183629.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -183691.437500 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -183691.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -183759.437500 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -183759.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -183818.984375 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -183819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -183857.687500 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -183857.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183890.718750 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -183890.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -183920.562500 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -183920.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -183939.109375 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -183939.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -183956.000000 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -183956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -183965.421875 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -183965.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183973.921875 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -183973.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183983.093750 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -183983.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183995.656250 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -183995.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -184014.656250 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -184014.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184034.765625 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -184034.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184049.281250 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -184049.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -184055.562500 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -184055.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -184062.000000 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -184062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -184064.218750 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -184064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -184065.265625 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -184065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -184066.484375 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -184066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -184067.718750 Penalty: 703.485901
	Iteration 28Q: 3 clusters Score -184067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -184069.578125 Penalty: 703.485901
	Iteration 29Q: 3 clusters Score -184069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -184070.921875 Penalty: 703.485901
	Iteration 30Q: 3 clusters Score -184070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -184071.843750 Penalty: 703.485901
	Iteration 31Q: 3 clusters Score -184071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184072.125000 Penalty: 703.485901
	Iteration 32Q: 3 clusters Score -184072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184072.718750 Penalty: 703.485901
	Iteration 33Q: 3 clusters Score -184072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184072.796875 Penalty: 703.485901
	Iteration 34Q: 3 clusters Score -184072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -184072.875000 Penalty: 703.485901
	Iteration 35Q: 3 clusters Score -184072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -184073.578125 Penalty: 703.485901
	Iteration 36Q: 3 clusters Score -184073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184074.171875 Penalty: 703.485901
	Iteration 37Q: 3 clusters Score -184074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -184075.281250 Penalty: 703.485901
	Iteration 38Q: 3 clusters Score -184075.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -184077.031250 Penalty: 703.485901
	Iteration 39Q: 3 clusters Score -184077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184079.109375 Penalty: 703.485901
	Iteration 40F: 3 clusters Score -184079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -184081.687500 Penalty: 703.485901
	Iteration 41Q: 3 clusters Score -184081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -184083.031250 Penalty: 703.485901
	Iteration 42Q: 3 clusters Score -184083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -184086.671875 Penalty: 703.485901
	Iteration 43Q: 3 clusters Score -184086.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -184088.078125 Penalty: 703.485901
	Iteration 44Q: 3 clusters Score -184088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -184090.515625 Penalty: 703.485901
	Iteration 45Q: 3 clusters Score -184090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -184091.781250 Penalty: 703.485901
	Iteration 46Q: 3 clusters Score -184091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -184093.062500 Penalty: 703.485901
	Iteration 47Q: 3 clusters Score -184093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -184093.515625 Penalty: 703.485901
	Iteration 48Q: 3 clusters Score -184093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -184094.703125 Penalty: 703.485901
	Iteration 49Q: 3 clusters Score -184094.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -184095.734375 Penalty: 703.485901
	Iteration 50Q: 3 clusters Score -184095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -184097.218750 Penalty: 703.485901
	Iteration 51Q: 3 clusters Score -184097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184098.687500 Penalty: 703.485901
	Iteration 52Q: 3 clusters Score -184098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184099.734375 Penalty: 703.485901
	Iteration 53Q: 3 clusters Score -184099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184099.734375 Penalty: 703.485901
	Iteration 54Q: 3 clusters Score -184099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -184100.609375 Penalty: 703.485901
	Iteration 55Q: 3 clusters Score -184100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -184100.609375 Penalty: 703.485901
	Iteration 56Q: 3 clusters Score -184100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184100.812500 Penalty: 703.485901
	Iteration 57Q: 3 clusters Score -184100.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184100.812500 Penalty: 703.485901
	Iteration 58F: 3 clusters Score -184100.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -17165.664062 Penalty: 260.274170
	Iteration 0F: 2 clusters Score -17165.66 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 153 members 
Entering Unmasked Estep 
Score: -16813.250000 Penalty: 520.548340
	Iteration 0F: 3 clusters Score -16813.25 nChanged 104
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: -16913.218750 Penalty: 520.548340
	Iteration 1F: 3 clusters Score -16913.22 nChanged 37
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: -16959.582031 Penalty: 520.548340
	Iteration 2F: 3 clusters Score -16959.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16974.576172 Penalty: 520.548340
	Iteration 3Q: 3 clusters Score -16974.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -16977.890625 Penalty: 520.548340
	Iteration 4Q: 3 clusters Score -16977.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16978.953125 Penalty: 520.548340
	Iteration 5Q: 3 clusters Score -16978.95 nChanged 2
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: -16979.427734 Penalty: 520.548340
	Iteration 6Q: 3 clusters Score -16979.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16979.562500 Penalty: 520.548340
	Iteration 7Q: 3 clusters Score -16979.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16981.425781 Penalty: 520.548340
	Iteration 8Q: 3 clusters Score -16981.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16982.630859 Penalty: 520.548340
	Iteration 9Q: 3 clusters Score -16982.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16982.630859 Penalty: 520.548340
	Iteration 10F: 3 clusters Score -16982.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8006.784668 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -8006.785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8055.419922 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8055.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8069.203125 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8069.203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8072.556152 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -8072.556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8072.556152 Penalty: 446.380005
	Iteration 4F: 3 clusters Score -8072.556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -42504.140625 Penalty: 292.257721
	Iteration 0F: 2 clusters Score -42504.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -41952.378906 Penalty: 584.515442
	Iteration 0F: 3 clusters Score -41952.38 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -42183.753906 Penalty: 584.515442
	Iteration 1F: 3 clusters Score -42183.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42250.230469 Penalty: 584.515442
	Iteration 2F: 3 clusters Score -42250.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -42288.324219 Penalty: 584.515442
	Iteration 3F: 3 clusters Score -42288.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42325.976562 Penalty: 584.515442
	Iteration 4Q: 3 clusters Score -42325.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42371.957031 Penalty: 584.515442
	Iteration 5Q: 3 clusters Score -42371.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -42392.187500 Penalty: 584.515442
	Iteration 6Q: 3 clusters Score -42392.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42410.789062 Penalty: 584.515442
	Iteration 7Q: 3 clusters Score -42410.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42420.617188 Penalty: 584.515442
	Iteration 8Q: 3 clusters Score -42420.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -42425.308594 Penalty: 584.515442
	Iteration 9Q: 3 clusters Score -42425.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42427.773438 Penalty: 584.515442
	Iteration 10Q: 3 clusters Score -42427.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42428.160156 Penalty: 584.515442
	Iteration 11Q: 3 clusters Score -42428.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42428.160156 Penalty: 584.515442
	Iteration 12F: 3 clusters Score -42428.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -988743.562500 Penalty: 430.363007
	Iteration 0F: 2 clusters Score -988743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -980209.000000 Penalty: 860.726013
	Iteration 0F: 3 clusters Score -980209 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -983967.250000 Penalty: 860.726013
	Iteration 1F: 3 clusters Score -983967.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -984512.875000 Penalty: 860.726013
	Iteration 2F: 3 clusters Score -984512.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -985186.125000 Penalty: 860.726013
	Iteration 3F: 3 clusters Score -985186.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -985921.250000 Penalty: 860.726013
	Iteration 4F: 3 clusters Score -985921.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -986605.125000 Penalty: 860.726013
	Iteration 5F: 3 clusters Score -986605.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -987133.937500 Penalty: 860.726013
	Iteration 6F: 3 clusters Score -987133.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -987448.187500 Penalty: 860.726013
	Iteration 7Q: 3 clusters Score -987448.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -987644.562500 Penalty: 860.726013
	Iteration 8Q: 3 clusters Score -987644.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -987785.937500 Penalty: 860.726013
	Iteration 9Q: 3 clusters Score -987785.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -987883.875000 Penalty: 860.726013
	Iteration 10Q: 3 clusters Score -987883.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -987958.937500 Penalty: 860.726013
	Iteration 11Q: 3 clusters Score -987958.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -988038.000000 Penalty: 860.726013
	Iteration 12Q: 3 clusters Score -988038 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -988105.812500 Penalty: 860.726013
	Iteration 13Q: 3 clusters Score -988105.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -988174.250000 Penalty: 860.726013
	Iteration 14Q: 3 clusters Score -988174.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -988248.125000 Penalty: 860.726013
	Iteration 15Q: 3 clusters Score -988248.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -988308.312500 Penalty: 860.726013
	Iteration 16Q: 3 clusters Score -988308.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -988357.750000 Penalty: 860.726013
	Iteration 17Q: 3 clusters Score -988357.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -988408.125000 Penalty: 860.726013
	Iteration 18Q: 3 clusters Score -988408.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -988459.187500 Penalty: 860.726013
	Iteration 19Q: 3 clusters Score -988459.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -988542.375000 Penalty: 860.726013
	Iteration 20F: 3 clusters Score -988542.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -988631.750000 Penalty: 860.726013
	Iteration 21Q: 3 clusters Score -988631.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -988750.187500 Penalty: 860.726013
	Iteration 22Q: 3 clusters Score -988750.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -988896.625000 Penalty: 860.726013
	Iteration 23Q: 3 clusters Score -988896.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -989077.875000 Penalty: 860.726013
	Iteration 24Q: 3 clusters Score -989077.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -989303.875000 Penalty: 860.726013
	Iteration 25Q: 3 clusters Score -989303.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -989496.125000 Penalty: 860.726013
	Iteration 26Q: 3 clusters Score -989496.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -989712.187500 Penalty: 860.726013
	Iteration 27Q: 3 clusters Score -989712.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -989990.625000 Penalty: 860.726013
	Iteration 28Q: 3 clusters Score -989990.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -990296.437500 Penalty: 860.726013
	Iteration 29Q: 3 clusters Score -990296.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -990592.625000 Penalty: 860.726013
	Iteration 30Q: 3 clusters Score -990592.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -990796.125000 Penalty: 860.726013
	Iteration 31Q: 3 clusters Score -990796.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -990931.875000 Penalty: 860.726013
	Iteration 32Q: 3 clusters Score -990931.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -990986.875000 Penalty: 860.726013
	Iteration 33Q: 3 clusters Score -990986.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -991027.437500 Penalty: 860.726013
	Iteration 34Q: 3 clusters Score -991027.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -991062.812500 Penalty: 860.726013
	Iteration 35Q: 3 clusters Score -991062.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -991084.562500 Penalty: 860.726013
	Iteration 36Q: 3 clusters Score -991084.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -991092.562500 Penalty: 860.726013
	Iteration 37Q: 3 clusters Score -991092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -991096.500000 Penalty: 860.726013
	Iteration 38Q: 3 clusters Score -991096.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -991095.437500 Penalty: 860.726013
	Iteration 39Q: 3 clusters Score -991095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -991219.250000 Penalty: 860.726013
	Iteration 40F: 3 clusters Score -991219.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -991313.375000 Penalty: 860.726013
	Iteration 41Q: 3 clusters Score -991313.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -991365.562500 Penalty: 860.726013
	Iteration 42Q: 3 clusters Score -991365.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -991404.500000 Penalty: 860.726013
	Iteration 43Q: 3 clusters Score -991404.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -991445.750000 Penalty: 860.726013
	Iteration 44Q: 3 clusters Score -991445.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -991475.375000 Penalty: 860.726013
	Iteration 45Q: 3 clusters Score -991475.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -991494.437500 Penalty: 860.726013
	Iteration 46Q: 3 clusters Score -991494.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -991509.437500 Penalty: 860.726013
	Iteration 47Q: 3 clusters Score -991509.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -991517.062500 Penalty: 860.726013
	Iteration 48Q: 3 clusters Score -991517.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -991525.500000 Penalty: 860.726013
	Iteration 49Q: 3 clusters Score -991525.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -991529.437500 Penalty: 860.726013
	Iteration 50Q: 3 clusters Score -991529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -991531.312500 Penalty: 860.726013
	Iteration 51Q: 3 clusters Score -991531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -991531.125000 Penalty: 860.726013
	Iteration 52Q: 3 clusters Score -991531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -991529.625000 Penalty: 860.726013
	Iteration 53Q: 3 clusters Score -991529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -991530.187500 Penalty: 860.726013
	Iteration 54Q: 3 clusters Score -991530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -991530.687500 Penalty: 860.726013
	Iteration 55Q: 3 clusters Score -991530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -991529.875000 Penalty: 860.726013
	Iteration 56Q: 3 clusters Score -991529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -991530.000000 Penalty: 860.726013
	Iteration 57Q: 3 clusters Score -991530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -991530.000000 Penalty: 860.726013
	Iteration 58F: 3 clusters Score -991530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 952 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Entering Unmasked Estep 
Score: -42167352.000000 Penalty: 42737.484375
Splitting cluster 46 changes total score from -42160404.000000 to -42167352.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 47 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -87759.656250 Penalty: 321.949310
	Iteration 0F: 2 clusters Score -87759.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86835.093750 Penalty: 643.898621
	Iteration 0F: 3 clusters Score -86835.09 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -87095.859375 Penalty: 643.898621
	Iteration 1F: 3 clusters Score -87095.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87148.375000 Penalty: 643.898621
	Iteration 2F: 3 clusters Score -87148.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87201.718750 Penalty: 643.898621
	Iteration 3F: 3 clusters Score -87201.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87246.625000 Penalty: 643.898621
	Iteration 4F: 3 clusters Score -87246.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87280.164062 Penalty: 643.898621
	Iteration 5Q: 3 clusters Score -87280.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87315.296875 Penalty: 643.898621
	Iteration 6Q: 3 clusters Score -87315.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87341.187500 Penalty: 643.898621
	Iteration 7Q: 3 clusters Score -87341.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87359.210938 Penalty: 643.898621
	Iteration 8Q: 3 clusters Score -87359.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87377.093750 Penalty: 643.898621
	Iteration 9Q: 3 clusters Score -87377.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87392.546875 Penalty: 643.898621
	Iteration 10Q: 3 clusters Score -87392.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87401.320312 Penalty: 643.898621
	Iteration 11Q: 3 clusters Score -87401.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87412.539062 Penalty: 643.898621
	Iteration 12Q: 3 clusters Score -87412.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87429.695312 Penalty: 643.898621
	Iteration 13Q: 3 clusters Score -87429.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -87447.242188 Penalty: 643.898621
	Iteration 14Q: 3 clusters Score -87447.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87473.585938 Penalty: 643.898621
	Iteration 15Q: 3 clusters Score -87473.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87504.843750 Penalty: 643.898621
	Iteration 16Q: 3 clusters Score -87504.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -87539.093750 Penalty: 643.898621
	Iteration 17Q: 3 clusters Score -87539.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87565.570312 Penalty: 643.898621
	Iteration 18Q: 3 clusters Score -87565.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87573.320312 Penalty: 643.898621
	Iteration 19Q: 3 clusters Score -87573.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -87579.031250 Penalty: 643.898621
	Iteration 20F: 3 clusters Score -87579.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87586.960938 Penalty: 643.898621
	Iteration 21Q: 3 clusters Score -87586.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87603.835938 Penalty: 643.898621
	Iteration 22Q: 3 clusters Score -87603.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -87618.507812 Penalty: 643.898621
	Iteration 23Q: 3 clusters Score -87618.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -87622.343750 Penalty: 643.898621
	Iteration 24Q: 3 clusters Score -87622.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -87626.710938 Penalty: 643.898621
	Iteration 25Q: 3 clusters Score -87626.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87629.726562 Penalty: 643.898621
	Iteration 26Q: 3 clusters Score -87629.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -87632.625000 Penalty: 643.898621
	Iteration 27Q: 3 clusters Score -87632.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -87633.562500 Penalty: 643.898621
	Iteration 28Q: 3 clusters Score -87633.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -87634.218750 Penalty: 643.898621
	Iteration 29Q: 3 clusters Score -87634.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87635.007812 Penalty: 643.898621
	Iteration 30Q: 3 clusters Score -87635.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -87638.804688 Penalty: 643.898621
	Iteration 31Q: 3 clusters Score -87638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87640.531250 Penalty: 643.898621
	Iteration 32Q: 3 clusters Score -87640.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87642.750000 Penalty: 643.898621
	Iteration 33Q: 3 clusters Score -87642.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -87645.062500 Penalty: 643.898621
	Iteration 34Q: 3 clusters Score -87645.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87652.132812 Penalty: 643.898621
	Iteration 35Q: 3 clusters Score -87652.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -87659.984375 Penalty: 643.898621
	Iteration 36Q: 3 clusters Score -87659.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87663.781250 Penalty: 643.898621
	Iteration 37Q: 3 clusters Score -87663.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -87666.984375 Penalty: 643.898621
	Iteration 38Q: 3 clusters Score -87666.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -87670.867188 Penalty: 643.898621
	Iteration 39Q: 3 clusters Score -87670.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -87675.320312 Penalty: 643.898621
	Iteration 40F: 3 clusters Score -87675.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87686.335938 Penalty: 643.898621
	Iteration 41Q: 3 clusters Score -87686.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -87695.859375 Penalty: 643.898621
	Iteration 42Q: 3 clusters Score -87695.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -87698.039062 Penalty: 643.898621
	Iteration 43Q: 3 clusters Score -87698.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -87700.976562 Penalty: 643.898621
	Iteration 44Q: 3 clusters Score -87700.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -87704.062500 Penalty: 643.898621
	Iteration 45Q: 3 clusters Score -87704.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -87711.304688 Penalty: 643.898621
	Iteration 46Q: 3 clusters Score -87711.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -87717.734375 Penalty: 643.898621
	Iteration 47Q: 3 clusters Score -87717.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -87718.914062 Penalty: 643.898621
	Iteration 48Q: 3 clusters Score -87718.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -87720.890625 Penalty: 643.898621
	Iteration 49Q: 3 clusters Score -87720.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -87721.710938 Penalty: 643.898621
	Iteration 50Q: 3 clusters Score -87721.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -87722.664062 Penalty: 643.898621
	Iteration 51Q: 3 clusters Score -87722.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -87723.578125 Penalty: 643.898621
	Iteration 52Q: 3 clusters Score -87723.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -87723.578125 Penalty: 643.898621
	Iteration 53F: 3 clusters Score -87723.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -4394.206055 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -4394.206 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 108 members 
Entering Unmasked Estep 
Score: -4110.750977 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -4110.751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4188.130859 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -4188.131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4203.436523 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -4203.437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4226.233398 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -4226.233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4248.181152 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -4248.181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4258.498047 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -4258.498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4261.825195 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -4261.825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4271.497070 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -4271.497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4278.619141 Penalty: 499.868591
	Iteration 8Q: 3 clusters Score -4278.619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4289.595215 Penalty: 499.868591
	Iteration 9Q: 3 clusters Score -4289.595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4291.924805 Penalty: 499.868591
	Iteration 10Q: 3 clusters Score -4291.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4293.993164 Penalty: 499.868591
	Iteration 11Q: 3 clusters Score -4293.993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4295.770020 Penalty: 499.868591
	Iteration 12Q: 3 clusters Score -4295.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4295.770020 Penalty: 499.868591
	Iteration 13F: 3 clusters Score -4295.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -34436.328125 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -34436.33 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 258 members 
Entering Unmasked Estep 
Score: -33903.460938 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -33903.46 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34070.019531 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -34070.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34130.070312 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -34130.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34156.562500 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -34156.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34170.371094 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -34170.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34182.050781 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -34182.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34185.378906 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -34185.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34186.621094 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -34186.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34188.253906 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -34188.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34189.214844 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -34189.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34189.523438 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -34189.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34189.816406 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -34189.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34189.816406 Penalty: 569.795776
	Iteration 12F: 3 clusters Score -34189.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (10744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Entering Unmasked Estep 
Score: -873410.625000 Penalty: 422.335663
	Iteration 0F: 2 clusters Score -873410.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -866288.250000 Penalty: 844.671326
	Iteration 0F: 3 clusters Score -866288.2 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -869151.437500 Penalty: 844.671326
	Iteration 1F: 3 clusters Score -869151.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -869530.062500 Penalty: 844.671326
	Iteration 2F: 3 clusters Score -869530.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -870036.812500 Penalty: 844.671326
	Iteration 3F: 3 clusters Score -870036.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -870790.312500 Penalty: 844.671326
	Iteration 4F: 3 clusters Score -870790.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -871668.500000 Penalty: 844.671326
	Iteration 5F: 3 clusters Score -871668.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -872306.750000 Penalty: 844.671326
	Iteration 6F: 3 clusters Score -872306.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -872571.937500 Penalty: 844.671326
	Iteration 7Q: 3 clusters Score -872571.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -872675.312500 Penalty: 844.671326
	Iteration 8Q: 3 clusters Score -872675.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -872722.937500 Penalty: 844.671326
	Iteration 9Q: 3 clusters Score -872722.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -872761.375000 Penalty: 844.671326
	Iteration 10Q: 3 clusters Score -872761.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -872787.437500 Penalty: 844.671326
	Iteration 11Q: 3 clusters Score -872787.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -872810.687500 Penalty: 844.671326
	Iteration 12Q: 3 clusters Score -872810.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -872834.812500 Penalty: 844.671326
	Iteration 13Q: 3 clusters Score -872834.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -872862.875000 Penalty: 844.671326
	Iteration 14Q: 3 clusters Score -872862.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -872884.000000 Penalty: 844.671326
	Iteration 15Q: 3 clusters Score -872884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -872909.937500 Penalty: 844.671326
	Iteration 16Q: 3 clusters Score -872909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -872937.437500 Penalty: 844.671326
	Iteration 17Q: 3 clusters Score -872937.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -872959.687500 Penalty: 844.671326
	Iteration 18Q: 3 clusters Score -872959.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -872985.250000 Penalty: 844.671326
	Iteration 19Q: 3 clusters Score -872985.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -873002.875000 Penalty: 844.671326
	Iteration 20F: 3 clusters Score -873002.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -873028.437500 Penalty: 844.671326
	Iteration 21Q: 3 clusters Score -873028.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -873045.875000 Penalty: 844.671326
	Iteration 22Q: 3 clusters Score -873045.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -873061.250000 Penalty: 844.671326
	Iteration 23Q: 3 clusters Score -873061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -873075.375000 Penalty: 844.671326
	Iteration 24Q: 3 clusters Score -873075.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -873086.187500 Penalty: 844.671326
	Iteration 25Q: 3 clusters Score -873086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -873093.812500 Penalty: 844.671326
	Iteration 26Q: 3 clusters Score -873093.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -873100.625000 Penalty: 844.671326
	Iteration 27Q: 3 clusters Score -873100.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -873104.312500 Penalty: 844.671326
	Iteration 28Q: 3 clusters Score -873104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -873106.062500 Penalty: 844.671326
	Iteration 29Q: 3 clusters Score -873106.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -873108.750000 Penalty: 844.671326
	Iteration 30Q: 3 clusters Score -873108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -873111.125000 Penalty: 844.671326
	Iteration 31Q: 3 clusters Score -873111.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -873113.812500 Penalty: 844.671326
	Iteration 32Q: 3 clusters Score -873113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -873114.187500 Penalty: 844.671326
	Iteration 33Q: 3 clusters Score -873114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -873113.500000 Penalty: 844.671326
	Iteration 34Q: 3 clusters Score -873113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -873113.750000 Penalty: 844.671326
	Iteration 35Q: 3 clusters Score -873113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -873117.562500 Penalty: 844.671326
	Iteration 36Q: 3 clusters Score -873117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -873116.375000 Penalty: 844.671326
	Iteration 37Q: 3 clusters Score -873116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -873116.812500 Penalty: 844.671326
	Iteration 38Q: 3 clusters Score -873116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -873117.125000 Penalty: 844.671326
	Iteration 39Q: 3 clusters Score -873117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -873116.937500 Penalty: 844.671326
	Iteration 40F: 3 clusters Score -873116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -873116.062500 Penalty: 844.671326
	Iteration 41Q: 3 clusters Score -873116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -873116.937500 Penalty: 844.671326
	Iteration 42Q: 3 clusters Score -873116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -873116.625000 Penalty: 844.671326
	Iteration 43Q: 3 clusters Score -873116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -873116.250000 Penalty: 844.671326
	Iteration 44Q: 3 clusters Score -873116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -873116.250000 Penalty: 844.671326
	Iteration 45F: 3 clusters Score -873116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15785.919922 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15785.92 nChanged 74
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: -15866.221680 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15866.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15883.554688 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15883.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15911.027344 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -15911.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15926.353516 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15926.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15935.828125 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15935.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15939.915039 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15939.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15943.136719 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -15943.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15948.868164 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -15948.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15953.125977 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -15953.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15954.386719 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -15954.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15954.386719 Penalty: 497.593475
	Iteration 11F: 3 clusters Score -15954.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (22428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Entering Unmasked Estep 
Score: -1816725.750000 Penalty: 455.821991
	Iteration 0F: 2 clusters Score -1816726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1802184.125000 Penalty: 911.643982
	Iteration 0F: 3 clusters Score -1802184 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1808655.250000 Penalty: 911.643982
	Iteration 1F: 3 clusters Score -1808655 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1809374.750000 Penalty: 911.643982
	Iteration 2F: 3 clusters Score -1809375 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1810363.875000 Penalty: 911.643982
	Iteration 3F: 3 clusters Score -1810364 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1811644.250000 Penalty: 911.643982
	Iteration 4F: 3 clusters Score -1811644 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1813122.250000 Penalty: 911.643982
	Iteration 5F: 3 clusters Score -1813122 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1814496.750000 Penalty: 911.643982
	Iteration 6Q: 3 clusters Score -1814497 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1815308.375000 Penalty: 911.643982
	Iteration 7Q: 3 clusters Score -1815308 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1815650.875000 Penalty: 911.643982
	Iteration 8Q: 3 clusters Score -1815651 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1815814.000000 Penalty: 911.643982
	Iteration 9Q: 3 clusters Score -1815814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1815901.625000 Penalty: 911.643982
	Iteration 10Q: 3 clusters Score -1815902 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1815947.750000 Penalty: 911.643982
	Iteration 11Q: 3 clusters Score -1815948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -1816008.375000 Penalty: 911.643982
	Iteration 12Q: 3 clusters Score -1816008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1816044.250000 Penalty: 911.643982
	Iteration 13Q: 3 clusters Score -1816044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1816084.375000 Penalty: 911.643982
	Iteration 14Q: 3 clusters Score -1816084 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1816129.875000 Penalty: 911.643982
	Iteration 15Q: 3 clusters Score -1816130 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -1816186.875000 Penalty: 911.643982
	Iteration 16Q: 3 clusters Score -1816187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1816223.250000 Penalty: 911.643982
	Iteration 17Q: 3 clusters Score -1816223 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1816252.500000 Penalty: 911.643982
	Iteration 18Q: 3 clusters Score -1816252 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -1816280.375000 Penalty: 911.643982
	Iteration 19Q: 3 clusters Score -1816280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1816305.000000 Penalty: 911.643982
	Iteration 20F: 3 clusters Score -1816305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -1816322.625000 Penalty: 911.643982
	Iteration 21Q: 3 clusters Score -1816323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1816346.125000 Penalty: 911.643982
	Iteration 22Q: 3 clusters Score -1816346 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1816367.625000 Penalty: 911.643982
	Iteration 23Q: 3 clusters Score -1816368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1816374.625000 Penalty: 911.643982
	Iteration 24Q: 3 clusters Score -1816375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1816386.375000 Penalty: 911.643982
	Iteration 25Q: 3 clusters Score -1816386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1816389.500000 Penalty: 911.643982
	Iteration 26Q: 3 clusters Score -1816390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1816395.000000 Penalty: 911.643982
	Iteration 27Q: 3 clusters Score -1816395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1816402.750000 Penalty: 911.643982
	Iteration 28Q: 3 clusters Score -1816403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1816406.875000 Penalty: 911.643982
	Iteration 29Q: 3 clusters Score -1816407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1816414.125000 Penalty: 911.643982
	Iteration 30Q: 3 clusters Score -1816414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1816418.375000 Penalty: 911.643982
	Iteration 31Q: 3 clusters Score -1816418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1816420.875000 Penalty: 911.643982
	Iteration 32Q: 3 clusters Score -1816421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1816423.250000 Penalty: 911.643982
	Iteration 33Q: 3 clusters Score -1816423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1816424.250000 Penalty: 911.643982
	Iteration 34Q: 3 clusters Score -1816424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1816424.500000 Penalty: 911.643982
	Iteration 35Q: 3 clusters Score -1816424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1816425.125000 Penalty: 911.643982
	Iteration 36Q: 3 clusters Score -1816425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1816423.750000 Penalty: 911.643982
	Iteration 37Q: 3 clusters Score -1816424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1816426.750000 Penalty: 911.643982
	Iteration 38Q: 3 clusters Score -1816427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -1816427.000000 Penalty: 911.643982
	Iteration 39Q: 3 clusters Score -1816427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1816424.375000 Penalty: 911.643982
	Iteration 40F: 3 clusters Score -1816424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1816424.500000 Penalty: 911.643982
	Iteration 41Q: 3 clusters Score -1816424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1816424.875000 Penalty: 911.643982
	Iteration 42Q: 3 clusters Score -1816425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1816424.250000 Penalty: 911.643982
	Iteration 43Q: 3 clusters Score -1816424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1816425.125000 Penalty: 911.643982
	Iteration 44Q: 3 clusters Score -1816425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1816423.500000 Penalty: 911.643982
	Iteration 45Q: 3 clusters Score -1816424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1816424.875000 Penalty: 911.643982
	Iteration 46Q: 3 clusters Score -1816425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -1816424.375000 Penalty: 911.643982
	Iteration 47Q: 3 clusters Score -1816424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -1816423.500000 Penalty: 911.643982
	Iteration 48Q: 3 clusters Score -1816424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1816421.500000 Penalty: 911.643982
	Iteration 49Q: 3 clusters Score -1816422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1816420.375000 Penalty: 911.643982
	Iteration 50Q: 3 clusters Score -1816420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1816420.375000 Penalty: 911.643982
	Iteration 51Q: 3 clusters Score -1816420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1816419.625000 Penalty: 911.643982
	Iteration 52Q: 3 clusters Score -1816420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1816419.750000 Penalty: 911.643982
	Iteration 53Q: 3 clusters Score -1816420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1816422.375000 Penalty: 911.643982
	Iteration 54Q: 3 clusters Score -1816422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1816421.125000 Penalty: 911.643982
	Iteration 55Q: 3 clusters Score -1816421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -1816422.375000 Penalty: 911.643982
	Iteration 56Q: 3 clusters Score -1816422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1816423.250000 Penalty: 911.643982
	Iteration 57Q: 3 clusters Score -1816423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1816421.250000 Penalty: 911.643982
	Iteration 58Q: 3 clusters Score -1816421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1816422.375000 Penalty: 911.643982
	Iteration 59Q: 3 clusters Score -1816422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1816421.250000 Penalty: 911.643982
	Iteration 60F: 3 clusters Score -1816421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -1816420.500000 Penalty: 911.643982
	Iteration 61Q: 3 clusters Score -1816420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -1816420.500000 Penalty: 911.643982
	Iteration 62Q: 3 clusters Score -1816420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1816415.000000 Penalty: 911.643982
	Iteration 63Q: 3 clusters Score -1816415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1816409.875000 Penalty: 911.643982
	Iteration 64Q: 3 clusters Score -1816410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1816410.000000 Penalty: 911.643982
	Iteration 65Q: 3 clusters Score -1816410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1816408.500000 Penalty: 911.643982
	Iteration 66Q: 3 clusters Score -1816408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1816406.750000 Penalty: 911.643982
	Iteration 67Q: 3 clusters Score -1816407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1816410.625000 Penalty: 911.643982
	Iteration 68Q: 3 clusters Score -1816411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1816407.500000 Penalty: 911.643982
	Iteration 69Q: 3 clusters Score -1816408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1816413.875000 Penalty: 911.643982
	Iteration 70Q: 3 clusters Score -1816414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1816410.875000 Penalty: 911.643982
	Iteration 71Q: 3 clusters Score -1816411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1816405.500000 Penalty: 911.643982
	Iteration 72Q: 3 clusters Score -1816406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1816407.875000 Penalty: 911.643982
	Iteration 73Q: 3 clusters Score -1816408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -1816404.500000 Penalty: 911.643982
	Iteration 74Q: 3 clusters Score -1816404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1816403.875000 Penalty: 911.643982
	Iteration 75Q: 3 clusters Score -1816404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1816400.500000 Penalty: 911.643982
	Iteration 76Q: 3 clusters Score -1816400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1816402.875000 Penalty: 911.643982
	Iteration 77Q: 3 clusters Score -1816403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -1816405.000000 Penalty: 911.643982
	Iteration 78Q: 3 clusters Score -1816405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -1816404.375000 Penalty: 911.643982
	Iteration 79Q: 3 clusters Score -1816404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -1816403.000000 Penalty: 911.643982
	Iteration 80F: 3 clusters Score -1816403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1816401.375000 Penalty: 911.643982
	Iteration 81Q: 3 clusters Score -1816401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1816400.125000 Penalty: 911.643982
	Iteration 82Q: 3 clusters Score -1816400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1816404.125000 Penalty: 911.643982
	Iteration 83Q: 3 clusters Score -1816404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1816400.125000 Penalty: 911.643982
	Iteration 84Q: 3 clusters Score -1816400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1816399.875000 Penalty: 911.643982
	Iteration 85Q: 3 clusters Score -1816400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1816400.625000 Penalty: 911.643982
	Iteration 86Q: 3 clusters Score -1816401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1816402.750000 Penalty: 911.643982
	Iteration 87Q: 3 clusters Score -1816403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1816404.625000 Penalty: 911.643982
	Iteration 88Q: 3 clusters Score -1816405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1816402.500000 Penalty: 911.643982
	Iteration 89Q: 3 clusters Score -1816402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -1816404.875000 Penalty: 911.643982
	Iteration 90Q: 3 clusters Score -1816405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1816400.625000 Penalty: 911.643982
	Iteration 91Q: 3 clusters Score -1816401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -1816401.625000 Penalty: 911.643982
	Iteration 92Q: 3 clusters Score -1816402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1816406.250000 Penalty: 911.643982
	Iteration 93Q: 3 clusters Score -1816406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1816403.000000 Penalty: 911.643982
	Iteration 94Q: 3 clusters Score -1816403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -1816399.625000 Penalty: 911.643982
	Iteration 95Q: 3 clusters Score -1816400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1816396.875000 Penalty: 911.643982
	Iteration 96Q: 3 clusters Score -1816397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1816399.250000 Penalty: 911.643982
	Iteration 97Q: 3 clusters Score -1816399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1816399.250000 Penalty: 911.643982
	Iteration 98Q: 3 clusters Score -1816399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -1816398.125000 Penalty: 911.643982
	Iteration 99Q: 3 clusters Score -1816398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1816396.000000 Penalty: 911.643982
	Iteration 100F: 3 clusters Score -1816396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1816391.000000 Penalty: 911.643982
	Iteration 101Q: 3 clusters Score -1816391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1816392.875000 Penalty: 911.643982
	Iteration 102Q: 3 clusters Score -1816393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1816392.500000 Penalty: 911.643982
	Iteration 103Q: 3 clusters Score -1816392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -1816392.750000 Penalty: 911.643982
	Iteration 104Q: 3 clusters Score -1816393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1816393.875000 Penalty: 911.643982
	Iteration 105Q: 3 clusters Score -1816394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -1816395.500000 Penalty: 911.643982
	Iteration 106Q: 3 clusters Score -1816396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1816394.250000 Penalty: 911.643982
	Iteration 107Q: 3 clusters Score -1816394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1816396.500000 Penalty: 911.643982
	Iteration 108Q: 3 clusters Score -1816396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1816395.500000 Penalty: 911.643982
	Iteration 109Q: 3 clusters Score -1816396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1816393.875000 Penalty: 911.643982
	Iteration 110Q: 3 clusters Score -1816394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1816393.875000 Penalty: 911.643982
	Iteration 111F: 3 clusters Score -1816394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -73648.296875 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -73648.3 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 446 members 
Entering Unmasked Estep 
Score: -72848.687500 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -72848.69 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73123.882812 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -73123.88 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73198.203125 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -73198.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73248.500000 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -73248.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73298.648438 Penalty: 624.129395
	Iteration 4F: 3 clusters Score -73298.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73344.460938 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -73344.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73444.578125 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -73444.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73694.835938 Penalty: 624.129395
	Iteration 7F: 3 clusters Score -73694.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74012.781250 Penalty: 624.129395
	Iteration 8F: 3 clusters Score -74012.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74056.046875 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -74056.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74123.609375 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -74123.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74136.507812 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -74136.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74137.335938 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -74137.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74137.335938 Penalty: 624.129395
	Iteration 13F: 3 clusters Score -74137.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 35084 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Entering Unmasked Estep 
Score: -42167596.000000 Penalty: 43339.421875
Splitting cluster 53 changes total score from -42160404.000000 to -42167596.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 54 (35084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Entering Unmasked Estep 
Score: -2843894.000000 Penalty: 476.180298
	Iteration 0F: 2 clusters Score -2843894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2823477.500000 Penalty: 952.360596
	Iteration 0F: 3 clusters Score -2823478 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2833178.000000 Penalty: 952.360596
	Iteration 1F: 3 clusters Score -2833178 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2833515.250000 Penalty: 952.360596
	Iteration 2Q: 3 clusters Score -2833515 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2834014.500000 Penalty: 952.360596
	Iteration 3Q: 3 clusters Score -2834014 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2834816.750000 Penalty: 952.360596
	Iteration 4Q: 3 clusters Score -2834817 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2836064.500000 Penalty: 952.360596
	Iteration 5F: 3 clusters Score -2836064 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2837762.500000 Penalty: 952.360596
	Iteration 6F: 3 clusters Score -2837762 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2839993.000000 Penalty: 952.360596
	Iteration 7F: 3 clusters Score -2839993 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2842193.750000 Penalty: 952.360596
	Iteration 8F: 3 clusters Score -2842194 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2843508.500000 Penalty: 952.360596
	Iteration 9F: 3 clusters Score -2843508 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2844284.500000 Penalty: 952.360596
	Iteration 10Q: 3 clusters Score -2844284 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2844778.000000 Penalty: 952.360596
	Iteration 11Q: 3 clusters Score -2844778 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2845052.250000 Penalty: 952.360596
	Iteration 12Q: 3 clusters Score -2845052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2845199.500000 Penalty: 952.360596
	Iteration 13Q: 3 clusters Score -2845200 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2845263.250000 Penalty: 952.360596
	Iteration 14Q: 3 clusters Score -2845263 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2845334.250000 Penalty: 952.360596
	Iteration 15Q: 3 clusters Score -2845334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2845368.000000 Penalty: 952.360596
	Iteration 16Q: 3 clusters Score -2845368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2845404.000000 Penalty: 952.360596
	Iteration 17Q: 3 clusters Score -2845404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2845406.500000 Penalty: 952.360596
	Iteration 18Q: 3 clusters Score -2845406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2845421.250000 Penalty: 952.360596
	Iteration 19Q: 3 clusters Score -2845421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2845418.250000 Penalty: 952.360596
	Iteration 20F: 3 clusters Score -2845418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2845433.750000 Penalty: 952.360596
	Iteration 21Q: 3 clusters Score -2845434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2845419.250000 Penalty: 952.360596
	Iteration 22Q: 3 clusters Score -2845419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2845445.250000 Penalty: 952.360596
	Iteration 23Q: 3 clusters Score -2845445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2845436.500000 Penalty: 952.360596
	Iteration 24Q: 3 clusters Score -2845436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2845437.500000 Penalty: 952.360596
	Iteration 25Q: 3 clusters Score -2845438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2845420.000000 Penalty: 952.360596
	Iteration 26Q: 3 clusters Score -2845420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2845430.750000 Penalty: 952.360596
	Iteration 27Q: 3 clusters Score -2845431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2845436.750000 Penalty: 952.360596
	Iteration 28Q: 3 clusters Score -2845437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2845456.750000 Penalty: 952.360596
	Iteration 29Q: 3 clusters Score -2845457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2845454.500000 Penalty: 952.360596
	Iteration 30Q: 3 clusters Score -2845454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2845461.250000 Penalty: 952.360596
	Iteration 31Q: 3 clusters Score -2845461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2845468.250000 Penalty: 952.360596
	Iteration 32Q: 3 clusters Score -2845468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2845475.000000 Penalty: 952.360596
	Iteration 33Q: 3 clusters Score -2845475 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2845487.500000 Penalty: 952.360596
	Iteration 34Q: 3 clusters Score -2845488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2845507.500000 Penalty: 952.360596
	Iteration 35Q: 3 clusters Score -2845508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2845528.500000 Penalty: 952.360596
	Iteration 36Q: 3 clusters Score -2845528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2845542.750000 Penalty: 952.360596
	Iteration 37Q: 3 clusters Score -2845543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2845545.250000 Penalty: 952.360596
	Iteration 38Q: 3 clusters Score -2845545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2845550.000000 Penalty: 952.360596
	Iteration 39Q: 3 clusters Score -2845550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2845561.250000 Penalty: 952.360596
	Iteration 40F: 3 clusters Score -2845561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2845555.750000 Penalty: 952.360596
	Iteration 41Q: 3 clusters Score -2845556 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2845543.000000 Penalty: 952.360596
	Iteration 42Q: 3 clusters Score -2845543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2845549.250000 Penalty: 952.360596
	Iteration 43Q: 3 clusters Score -2845549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2845545.250000 Penalty: 952.360596
	Iteration 44Q: 3 clusters Score -2845545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2845540.500000 Penalty: 952.360596
	Iteration 45Q: 3 clusters Score -2845540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2845540.000000 Penalty: 952.360596
	Iteration 46Q: 3 clusters Score -2845540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2845543.500000 Penalty: 952.360596
	Iteration 47Q: 3 clusters Score -2845544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2845549.250000 Penalty: 952.360596
	Iteration 48Q: 3 clusters Score -2845549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2845556.750000 Penalty: 952.360596
	Iteration 49Q: 3 clusters Score -2845557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2845558.500000 Penalty: 952.360596
	Iteration 50Q: 3 clusters Score -2845558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2845563.500000 Penalty: 952.360596
	Iteration 51Q: 3 clusters Score -2845564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2845563.250000 Penalty: 952.360596
	Iteration 52Q: 3 clusters Score -2845563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2845562.500000 Penalty: 952.360596
	Iteration 53Q: 3 clusters Score -2845562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2845561.250000 Penalty: 952.360596
	Iteration 54Q: 3 clusters Score -2845561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2845565.750000 Penalty: 952.360596
	Iteration 55Q: 3 clusters Score -2845566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2845564.750000 Penalty: 952.360596
	Iteration 56Q: 3 clusters Score -2845565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2845567.250000 Penalty: 952.360596
	Iteration 57Q: 3 clusters Score -2845567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2845571.250000 Penalty: 952.360596
	Iteration 58Q: 3 clusters Score -2845571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2845574.500000 Penalty: 952.360596
	Iteration 59Q: 3 clusters Score -2845574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2845562.250000 Penalty: 952.360596
	Iteration 60F: 3 clusters Score -2845562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2845555.750000 Penalty: 952.360596
	Iteration 61Q: 3 clusters Score -2845556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2845562.750000 Penalty: 952.360596
	Iteration 62Q: 3 clusters Score -2845563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2845564.500000 Penalty: 952.360596
	Iteration 63Q: 3 clusters Score -2845564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2845562.500000 Penalty: 952.360596
	Iteration 64Q: 3 clusters Score -2845562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2845566.500000 Penalty: 952.360596
	Iteration 65Q: 3 clusters Score -2845566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2845575.250000 Penalty: 952.360596
	Iteration 66Q: 3 clusters Score -2845575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2845574.750000 Penalty: 952.360596
	Iteration 67Q: 3 clusters Score -2845575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2845581.000000 Penalty: 952.360596
	Iteration 68Q: 3 clusters Score -2845581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2845577.000000 Penalty: 952.360596
	Iteration 69Q: 3 clusters Score -2845577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2845575.500000 Penalty: 952.360596
	Iteration 70Q: 3 clusters Score -2845576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2845574.000000 Penalty: 952.360596
	Iteration 71Q: 3 clusters Score -2845574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2845575.500000 Penalty: 952.360596
	Iteration 72Q: 3 clusters Score -2845576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2845575.500000 Penalty: 952.360596
	Iteration 73Q: 3 clusters Score -2845576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2845578.000000 Penalty: 952.360596
	Iteration 74Q: 3 clusters Score -2845578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2845578.000000 Penalty: 952.360596
	Iteration 75F: 3 clusters Score -2845578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 354 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Entering Unmasked Estep 
Score: -42169080.000000 Penalty: 43941.359375
Splitting cluster 54 changes total score from -42160404.000000 to -42169080.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 55 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -16695.117188 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -16695.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16331.176758 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -16331.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -16461.099609 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -16461.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16531.392578 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -16531.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16594.472656 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -16594.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16625.580078 Penalty: 534.106018
	Iteration 4F: 3 clusters Score -16625.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -16654.748047 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -16654.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16674.648438 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -16674.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16687.460938 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -16687.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -16696.287109 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -16696.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16712.306641 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -16712.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16718.582031 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -16718.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16718.718750 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -16718.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16718.718750 Penalty: 534.106018
	Iteration 12F: 3 clusters Score -16718.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 581 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Mstep: Class 74 contains 176 members 
Entering Unmasked Estep 
Score: -42168748.000000 Penalty: 44543.296875
Splitting cluster 55 changes total score from -42160404.000000 to -42168748.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 56 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -112155.960938 Penalty: 330.925720
	Iteration 0F: 2 clusters Score -112156 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 761 members 
Entering Unmasked Estep 
Score: -111085.523438 Penalty: 661.851440
	Iteration 0F: 3 clusters Score -111085.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -111395.273438 Penalty: 661.851440
	Iteration 1F: 3 clusters Score -111395.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -111460.539062 Penalty: 661.851440
	Iteration 2F: 3 clusters Score -111460.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -111523.578125 Penalty: 661.851440
	Iteration 3F: 3 clusters Score -111523.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -111574.554688 Penalty: 661.851440
	Iteration 4Q: 3 clusters Score -111574.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -111623.937500 Penalty: 661.851440
	Iteration 5Q: 3 clusters Score -111623.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -111668.101562 Penalty: 661.851440
	Iteration 6Q: 3 clusters Score -111668.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -111697.007812 Penalty: 661.851440
	Iteration 7Q: 3 clusters Score -111697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -111733.382812 Penalty: 661.851440
	Iteration 8Q: 3 clusters Score -111733.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -111763.984375 Penalty: 661.851440
	Iteration 9Q: 3 clusters Score -111764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -111790.742188 Penalty: 661.851440
	Iteration 10Q: 3 clusters Score -111790.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -111807.156250 Penalty: 661.851440
	Iteration 11Q: 3 clusters Score -111807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -111816.945312 Penalty: 661.851440
	Iteration 12Q: 3 clusters Score -111816.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -111828.921875 Penalty: 661.851440
	Iteration 13Q: 3 clusters Score -111828.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -111842.085938 Penalty: 661.851440
	Iteration 14Q: 3 clusters Score -111842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -111855.054688 Penalty: 661.851440
	Iteration 15Q: 3 clusters Score -111855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -111859.726562 Penalty: 661.851440
	Iteration 16Q: 3 clusters Score -111859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -111866.742188 Penalty: 661.851440
	Iteration 17Q: 3 clusters Score -111866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -111874.710938 Penalty: 661.851440
	Iteration 18Q: 3 clusters Score -111874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -111883.687500 Penalty: 661.851440
	Iteration 19Q: 3 clusters Score -111883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -111890.437500 Penalty: 661.851440
	Iteration 20F: 3 clusters Score -111890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -111893.085938 Penalty: 661.851440
	Iteration 21Q: 3 clusters Score -111893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -111894.929688 Penalty: 661.851440
	Iteration 22Q: 3 clusters Score -111894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -111897.062500 Penalty: 661.851440
	Iteration 23Q: 3 clusters Score -111897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -111897.609375 Penalty: 661.851440
	Iteration 24Q: 3 clusters Score -111897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -111899.328125 Penalty: 661.851440
	Iteration 25Q: 3 clusters Score -111899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -111899.328125 Penalty: 661.851440
	Iteration 26F: 3 clusters Score -111899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 126 members 
Entering Unmasked Estep 
Score: -16716.042969 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16716.04 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16772.777344 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16772.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16786.880859 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16786.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16805.687500 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16805.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16819.115234 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16819.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16827.509766 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16827.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16831.458984 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16831.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16832.738281 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16832.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16832.962891 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -16832.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16832.962891 Penalty: 501.354340
	Iteration 9F: 3 clusters Score -16832.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (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: -40795.816406 Penalty: 289.596161
	Iteration 0F: 2 clusters Score -40795.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40247.433594 Penalty: 579.192322
	Iteration 0F: 3 clusters Score -40247.43 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40432.070312 Penalty: 579.192322
	Iteration 1F: 3 clusters Score -40432.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40516.750000 Penalty: 579.192322
	Iteration 2F: 3 clusters Score -40516.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40589.605469 Penalty: 579.192322
	Iteration 3F: 3 clusters Score -40589.61 nChanged 45
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: -40650.285156 Penalty: 579.192322
	Iteration 4F: 3 clusters Score -40650.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40714.425781 Penalty: 579.192322
	Iteration 5F: 3 clusters Score -40714.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40746.882812 Penalty: 579.192322
	Iteration 6Q: 3 clusters Score -40746.88 nChanged 17
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: -40761.652344 Penalty: 579.192322
	Iteration 7Q: 3 clusters Score -40761.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40779.335938 Penalty: 579.192322
	Iteration 8Q: 3 clusters Score -40779.34 nChanged 13
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: -40789.609375 Penalty: 579.192322
	Iteration 9Q: 3 clusters Score -40789.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40794.812500 Penalty: 579.192322
	Iteration 10Q: 3 clusters Score -40794.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40797.593750 Penalty: 579.192322
	Iteration 11Q: 3 clusters Score -40797.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40797.953125 Penalty: 579.192322
	Iteration 12Q: 3 clusters Score -40797.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40797.953125 Penalty: 579.192322
	Iteration 13F: 3 clusters Score -40797.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 35392 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 242 members 
Entering Unmasked Estep 
Score: -42168460.000000 Penalty: 45145.230469
Splitting cluster 58 changes total score from -42160404.000000 to -42168460.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 59 (35392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Entering Unmasked Estep 
Score: -2829557.500000 Penalty: 476.577972
	Iteration 0F: 2 clusters Score -2829558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2807468.250000 Penalty: 953.155945
	Iteration 0F: 3 clusters Score -2807468 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2817428.250000 Penalty: 953.155945
	Iteration 1F: 3 clusters Score -2817428 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2818113.250000 Penalty: 953.155945
	Iteration 2Q: 3 clusters Score -2818113 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2819163.250000 Penalty: 953.155945
	Iteration 3F: 3 clusters Score -2819163 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2820775.750000 Penalty: 953.155945
	Iteration 4F: 3 clusters Score -2820776 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2822866.250000 Penalty: 953.155945
	Iteration 5F: 3 clusters Score -2822866 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2824725.750000 Penalty: 953.155945
	Iteration 6F: 3 clusters Score -2824726 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2825634.750000 Penalty: 953.155945
	Iteration 7F: 3 clusters Score -2825635 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2826053.750000 Penalty: 953.155945
	Iteration 8Q: 3 clusters Score -2826054 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2826348.000000 Penalty: 953.155945
	Iteration 9Q: 3 clusters Score -2826348 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2826636.750000 Penalty: 953.155945
	Iteration 10Q: 3 clusters Score -2826637 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2826887.000000 Penalty: 953.155945
	Iteration 11Q: 3 clusters Score -2826887 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2827161.000000 Penalty: 953.155945
	Iteration 12Q: 3 clusters Score -2827161 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2827426.500000 Penalty: 953.155945
	Iteration 13Q: 3 clusters Score -2827426 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2827721.500000 Penalty: 953.155945
	Iteration 14Q: 3 clusters Score -2827722 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2827984.000000 Penalty: 953.155945
	Iteration 15Q: 3 clusters Score -2827984 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2828263.000000 Penalty: 953.155945
	Iteration 16Q: 3 clusters Score -2828263 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -2828527.000000 Penalty: 953.155945
	Iteration 17Q: 3 clusters Score -2828527 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2828700.750000 Penalty: 953.155945
	Iteration 18Q: 3 clusters Score -2828701 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2828814.000000 Penalty: 953.155945
	Iteration 19Q: 3 clusters Score -2828814 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2828919.000000 Penalty: 953.155945
	Iteration 20F: 3 clusters Score -2828919 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2828975.000000 Penalty: 953.155945
	Iteration 21Q: 3 clusters Score -2828975 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2829007.750000 Penalty: 953.155945
	Iteration 22Q: 3 clusters Score -2829008 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -2829037.500000 Penalty: 953.155945
	Iteration 23Q: 3 clusters Score -2829038 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2829075.750000 Penalty: 953.155945
	Iteration 24Q: 3 clusters Score -2829076 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2829111.500000 Penalty: 953.155945
	Iteration 25Q: 3 clusters Score -2829112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2829123.750000 Penalty: 953.155945
	Iteration 26Q: 3 clusters Score -2829124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -2829167.750000 Penalty: 953.155945
	Iteration 27Q: 3 clusters Score -2829168 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -2829234.250000 Penalty: 953.155945
	Iteration 28Q: 3 clusters Score -2829234 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2829277.500000 Penalty: 953.155945
	Iteration 29Q: 3 clusters Score -2829278 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -2829337.000000 Penalty: 953.155945
	Iteration 30Q: 3 clusters Score -2829337 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -2829357.000000 Penalty: 953.155945
	Iteration 31Q: 3 clusters Score -2829357 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -2829395.000000 Penalty: 953.155945
	Iteration 32Q: 3 clusters Score -2829395 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -2829440.000000 Penalty: 953.155945
	Iteration 33Q: 3 clusters Score -2829440 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -2829453.500000 Penalty: 953.155945
	Iteration 34Q: 3 clusters Score -2829454 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -2829522.000000 Penalty: 953.155945
	Iteration 35Q: 3 clusters Score -2829522 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -2829567.500000 Penalty: 953.155945
	Iteration 36Q: 3 clusters Score -2829568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -2829596.500000 Penalty: 953.155945
	Iteration 37Q: 3 clusters Score -2829596 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -2829644.750000 Penalty: 953.155945
	Iteration 38Q: 3 clusters Score -2829645 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -2829669.250000 Penalty: 953.155945
	Iteration 39Q: 3 clusters Score -2829669 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -2829710.250000 Penalty: 953.155945
	Iteration 40F: 3 clusters Score -2829710 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -2829737.000000 Penalty: 953.155945
	Iteration 41Q: 3 clusters Score -2829737 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -2829744.750000 Penalty: 953.155945
	Iteration 42Q: 3 clusters Score -2829745 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -2829775.250000 Penalty: 953.155945
	Iteration 43Q: 3 clusters Score -2829775 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -2829786.250000 Penalty: 953.155945
	Iteration 44Q: 3 clusters Score -2829786 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -2829784.000000 Penalty: 953.155945
	Iteration 45Q: 3 clusters Score -2829784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -2829793.000000 Penalty: 953.155945
	Iteration 46Q: 3 clusters Score -2829793 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -2829801.000000 Penalty: 953.155945
	Iteration 47Q: 3 clusters Score -2829801 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -2829814.500000 Penalty: 953.155945
	Iteration 48Q: 3 clusters Score -2829814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -2829845.750000 Penalty: 953.155945
	Iteration 49Q: 3 clusters Score -2829846 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -2829851.250000 Penalty: 953.155945
	Iteration 50Q: 3 clusters Score -2829851 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -2829868.000000 Penalty: 953.155945
	Iteration 51Q: 3 clusters Score -2829868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -2829876.500000 Penalty: 953.155945
	Iteration 52Q: 3 clusters Score -2829876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -2829863.250000 Penalty: 953.155945
	Iteration 53Q: 3 clusters Score -2829863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -2829868.750000 Penalty: 953.155945
	Iteration 54Q: 3 clusters Score -2829869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -2829875.750000 Penalty: 953.155945
	Iteration 55Q: 3 clusters Score -2829876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -2829865.750000 Penalty: 953.155945
	Iteration 56Q: 3 clusters Score -2829866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -2829871.500000 Penalty: 953.155945
	Iteration 57Q: 3 clusters Score -2829872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -2829874.250000 Penalty: 953.155945
	Iteration 58Q: 3 clusters Score -2829874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -2829863.500000 Penalty: 953.155945
	Iteration 59Q: 3 clusters Score -2829864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -2829858.750000 Penalty: 953.155945
	Iteration 60F: 3 clusters Score -2829859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -2829861.500000 Penalty: 953.155945
	Iteration 61Q: 3 clusters Score -2829862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -2829845.000000 Penalty: 953.155945
	Iteration 62Q: 3 clusters Score -2829845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -2829840.750000 Penalty: 953.155945
	Iteration 63Q: 3 clusters Score -2829841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -2829853.500000 Penalty: 953.155945
	Iteration 64Q: 3 clusters Score -2829854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -2829851.750000 Penalty: 953.155945
	Iteration 65Q: 3 clusters Score -2829852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -2829845.500000 Penalty: 953.155945
	Iteration 66Q: 3 clusters Score -2829846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -2829835.500000 Penalty: 953.155945
	Iteration 67Q: 3 clusters Score -2829836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -2829825.000000 Penalty: 953.155945
	Iteration 68Q: 3 clusters Score -2829825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -2829822.250000 Penalty: 953.155945
	Iteration 69Q: 3 clusters Score -2829822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -2829819.250000 Penalty: 953.155945
	Iteration 70Q: 3 clusters Score -2829819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -2829811.250000 Penalty: 953.155945
	Iteration 71Q: 3 clusters Score -2829811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -2829803.750000 Penalty: 953.155945
	Iteration 72Q: 3 clusters Score -2829804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -2829801.750000 Penalty: 953.155945
	Iteration 73Q: 3 clusters Score -2829802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -2829809.500000 Penalty: 953.155945
	Iteration 74Q: 3 clusters Score -2829810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -2829809.750000 Penalty: 953.155945
	Iteration 75Q: 3 clusters Score -2829810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -2829800.500000 Penalty: 953.155945
	Iteration 76Q: 3 clusters Score -2829800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -2829803.000000 Penalty: 953.155945
	Iteration 77Q: 3 clusters Score -2829803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -2829799.000000 Penalty: 953.155945
	Iteration 78Q: 3 clusters Score -2829799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -2829801.000000 Penalty: 953.155945
	Iteration 79Q: 3 clusters Score -2829801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -2829805.250000 Penalty: 953.155945
	Iteration 80F: 3 clusters Score -2829805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -2829798.500000 Penalty: 953.155945
	Iteration 81Q: 3 clusters Score -2829798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -2829794.000000 Penalty: 953.155945
	Iteration 82Q: 3 clusters Score -2829794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -2829796.750000 Penalty: 953.155945
	Iteration 83Q: 3 clusters Score -2829797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -2829786.000000 Penalty: 953.155945
	Iteration 84Q: 3 clusters Score -2829786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -2829784.500000 Penalty: 953.155945
	Iteration 85Q: 3 clusters Score -2829784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -2829790.500000 Penalty: 953.155945
	Iteration 86Q: 3 clusters Score -2829790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -2829785.250000 Penalty: 953.155945
	Iteration 87Q: 3 clusters Score -2829785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2829781.750000 Penalty: 953.155945
	Iteration 88Q: 3 clusters Score -2829782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -2829776.750000 Penalty: 953.155945
	Iteration 89Q: 3 clusters Score -2829777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -2829771.500000 Penalty: 953.155945
	Iteration 90Q: 3 clusters Score -2829772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -2829772.000000 Penalty: 953.155945
	Iteration 91Q: 3 clusters Score -2829772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -2829768.750000 Penalty: 953.155945
	Iteration 92Q: 3 clusters Score -2829769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -2829771.500000 Penalty: 953.155945
	Iteration 93Q: 3 clusters Score -2829772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -2829761.250000 Penalty: 953.155945
	Iteration 94Q: 3 clusters Score -2829761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -2829758.500000 Penalty: 953.155945
	Iteration 95Q: 3 clusters Score -2829758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -2829757.000000 Penalty: 953.155945
	Iteration 96Q: 3 clusters Score -2829757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -2829760.750000 Penalty: 953.155945
	Iteration 97Q: 3 clusters Score -2829761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -2829751.000000 Penalty: 953.155945
	Iteration 98Q: 3 clusters Score -2829751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -2829752.000000 Penalty: 953.155945
	Iteration 99Q: 3 clusters Score -2829752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -2829753.000000 Penalty: 953.155945
	Iteration 100F: 3 clusters Score -2829753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -2829745.000000 Penalty: 953.155945
	Iteration 101Q: 3 clusters Score -2829745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -2829744.250000 Penalty: 953.155945
	Iteration 102Q: 3 clusters Score -2829744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -2829743.000000 Penalty: 953.155945
	Iteration 103Q: 3 clusters Score -2829743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -2829739.500000 Penalty: 953.155945
	Iteration 104Q: 3 clusters Score -2829740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -2829739.000000 Penalty: 953.155945
	Iteration 105Q: 3 clusters Score -2829739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -2829738.750000 Penalty: 953.155945
	Iteration 106Q: 3 clusters Score -2829739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -2829738.750000 Penalty: 953.155945
	Iteration 107Q: 3 clusters Score -2829739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -2829737.250000 Penalty: 953.155945
	Iteration 108Q: 3 clusters Score -2829737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -2829735.250000 Penalty: 953.155945
	Iteration 109Q: 3 clusters Score -2829735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -2829733.500000 Penalty: 953.155945
	Iteration 110Q: 3 clusters Score -2829734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -2829733.500000 Penalty: 953.155945
	Iteration 111F: 3 clusters Score -2829734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 1120 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 356 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 34272 members 
Entering Unmasked Estep 
Score: -42168452.000000 Penalty: 45747.167969
Splitting cluster 59 changes total score from -42160404.000000 to -42168452.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 60 (20444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Entering Unmasked Estep 
Score: -1663154.250000 Penalty: 451.607727
	Iteration 0F: 2 clusters Score -1663154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1649673.125000 Penalty: 903.215454
	Iteration 0F: 3 clusters Score -1649673 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1655334.000000 Penalty: 903.215454
	Iteration 1F: 3 clusters Score -1655334 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1655677.375000 Penalty: 903.215454
	Iteration 2Q: 3 clusters Score -1655677 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1656203.750000 Penalty: 903.215454
	Iteration 3F: 3 clusters Score -1656204 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1656998.375000 Penalty: 903.215454
	Iteration 4F: 3 clusters Score -1656998 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1658060.750000 Penalty: 903.215454
	Iteration 5F: 3 clusters Score -1658061 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1659222.875000 Penalty: 903.215454
	Iteration 6F: 3 clusters Score -1659223 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1660282.750000 Penalty: 903.215454
	Iteration 7F: 3 clusters Score -1660283 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1660960.625000 Penalty: 903.215454
	Iteration 8Q: 3 clusters Score -1660961 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1661356.750000 Penalty: 903.215454
	Iteration 9Q: 3 clusters Score -1661357 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1661604.625000 Penalty: 903.215454
	Iteration 10Q: 3 clusters Score -1661605 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1661807.625000 Penalty: 903.215454
	Iteration 11Q: 3 clusters Score -1661808 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1661938.875000 Penalty: 903.215454
	Iteration 12Q: 3 clusters Score -1661939 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1662075.000000 Penalty: 903.215454
	Iteration 13Q: 3 clusters Score -1662075 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -1662227.625000 Penalty: 903.215454
	Iteration 14Q: 3 clusters Score -1662228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1662341.375000 Penalty: 903.215454
	Iteration 15Q: 3 clusters Score -1662341 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1662437.875000 Penalty: 903.215454
	Iteration 16Q: 3 clusters Score -1662438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1662488.125000 Penalty: 903.215454
	Iteration 17Q: 3 clusters Score -1662488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1662537.500000 Penalty: 903.215454
	Iteration 18Q: 3 clusters Score -1662538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1662580.125000 Penalty: 903.215454
	Iteration 19Q: 3 clusters Score -1662580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1662614.500000 Penalty: 903.215454
	Iteration 20F: 3 clusters Score -1662614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1662634.625000 Penalty: 903.215454
	Iteration 21Q: 3 clusters Score -1662635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1662660.000000 Penalty: 903.215454
	Iteration 22Q: 3 clusters Score -1662660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1662681.750000 Penalty: 903.215454
	Iteration 23Q: 3 clusters Score -1662682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -1662694.625000 Penalty: 903.215454
	Iteration 24Q: 3 clusters Score -1662695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1662702.375000 Penalty: 903.215454
	Iteration 25Q: 3 clusters Score -1662702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1662713.500000 Penalty: 903.215454
	Iteration 26Q: 3 clusters Score -1662714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1662724.875000 Penalty: 903.215454
	Iteration 27Q: 3 clusters Score -1662725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1662735.125000 Penalty: 903.215454
	Iteration 28Q: 3 clusters Score -1662735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1662749.000000 Penalty: 903.215454
	Iteration 29Q: 3 clusters Score -1662749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -1662759.125000 Penalty: 903.215454
	Iteration 30Q: 3 clusters Score -1662759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1662769.375000 Penalty: 903.215454
	Iteration 31Q: 3 clusters Score -1662769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -1662777.000000 Penalty: 903.215454
	Iteration 32Q: 3 clusters Score -1662777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1662779.125000 Penalty: 903.215454
	Iteration 33Q: 3 clusters Score -1662779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1662784.000000 Penalty: 903.215454
	Iteration 34Q: 3 clusters Score -1662784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -1662792.625000 Penalty: 903.215454
	Iteration 35Q: 3 clusters Score -1662793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1662798.250000 Penalty: 903.215454
	Iteration 36Q: 3 clusters Score -1662798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1662806.750000 Penalty: 903.215454
	Iteration 37Q: 3 clusters Score -1662807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1662811.250000 Penalty: 903.215454
	Iteration 38Q: 3 clusters Score -1662811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1662816.000000 Penalty: 903.215454
	Iteration 39Q: 3 clusters Score -1662816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -1662821.750000 Penalty: 903.215454
	Iteration 40F: 3 clusters Score -1662822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1662821.375000 Penalty: 903.215454
	Iteration 41Q: 3 clusters Score -1662821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1662823.250000 Penalty: 903.215454
	Iteration 42Q: 3 clusters Score -1662823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -1662823.875000 Penalty: 903.215454
	Iteration 43Q: 3 clusters Score -1662824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1662822.875000 Penalty: 903.215454
	Iteration 44Q: 3 clusters Score -1662823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -1662822.750000 Penalty: 903.215454
	Iteration 45Q: 3 clusters Score -1662823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -1662821.375000 Penalty: 903.215454
	Iteration 46Q: 3 clusters Score -1662821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -1662823.000000 Penalty: 903.215454
	Iteration 47Q: 3 clusters Score -1662823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1662822.625000 Penalty: 903.215454
	Iteration 48Q: 3 clusters Score -1662823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1662824.125000 Penalty: 903.215454
	Iteration 49Q: 3 clusters Score -1662824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1662825.125000 Penalty: 903.215454
	Iteration 50Q: 3 clusters Score -1662825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1662824.875000 Penalty: 903.215454
	Iteration 51Q: 3 clusters Score -1662825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1662824.875000 Penalty: 903.215454
	Iteration 52F: 3 clusters Score -1662825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Entering Unmasked Estep 
Score: -378992.656250 Penalty: 384.357361
	Iteration 0F: 2 clusters Score -378992.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -375794.656250 Penalty: 768.714722
	Iteration 0F: 3 clusters Score -375794.7 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -376958.656250 Penalty: 768.714722
	Iteration 1F: 3 clusters Score -376958.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -377035.343750 Penalty: 768.714722
	Iteration 2F: 3 clusters Score -377035.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -377109.031250 Penalty: 768.714722
	Iteration 3Q: 3 clusters Score -377109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -377174.156250 Penalty: 768.714722
	Iteration 4Q: 3 clusters Score -377174.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -377255.500000 Penalty: 768.714722
	Iteration 5Q: 3 clusters Score -377255.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -377386.375000 Penalty: 768.714722
	Iteration 6Q: 3 clusters Score -377386.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -377583.000000 Penalty: 768.714722
	Iteration 7F: 3 clusters Score -377583 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -377867.031250 Penalty: 768.714722
	Iteration 8F: 3 clusters Score -377867 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -378165.750000 Penalty: 768.714722
	Iteration 9F: 3 clusters Score -378165.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -378328.500000 Penalty: 768.714722
	Iteration 10F: 3 clusters Score -378328.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -378400.375000 Penalty: 768.714722
	Iteration 11Q: 3 clusters Score -378400.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -378451.906250 Penalty: 768.714722
	Iteration 12Q: 3 clusters Score -378451.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -378497.000000 Penalty: 768.714722
	Iteration 13Q: 3 clusters Score -378497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -378535.562500 Penalty: 768.714722
	Iteration 14Q: 3 clusters Score -378535.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -378561.187500 Penalty: 768.714722
	Iteration 15Q: 3 clusters Score -378561.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -378589.093750 Penalty: 768.714722
	Iteration 16Q: 3 clusters Score -378589.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -378617.125000 Penalty: 768.714722
	Iteration 17Q: 3 clusters Score -378617.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -378648.250000 Penalty: 768.714722
	Iteration 18Q: 3 clusters Score -378648.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -378677.468750 Penalty: 768.714722
	Iteration 19Q: 3 clusters Score -378677.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -378713.312500 Penalty: 768.714722
	Iteration 20F: 3 clusters Score -378713.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -378745.531250 Penalty: 768.714722
	Iteration 21Q: 3 clusters Score -378745.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -378766.687500 Penalty: 768.714722
	Iteration 22Q: 3 clusters Score -378766.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -378776.468750 Penalty: 768.714722
	Iteration 23Q: 3 clusters Score -378776.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -378781.937500 Penalty: 768.714722
	Iteration 24Q: 3 clusters Score -378781.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -378788.125000 Penalty: 768.714722
	Iteration 25Q: 3 clusters Score -378788.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -378792.781250 Penalty: 768.714722
	Iteration 26Q: 3 clusters Score -378792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -378795.781250 Penalty: 768.714722
	Iteration 27Q: 3 clusters Score -378795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -378798.343750 Penalty: 768.714722
	Iteration 28Q: 3 clusters Score -378798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -378799.843750 Penalty: 768.714722
	Iteration 29Q: 3 clusters Score -378799.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -378800.187500 Penalty: 768.714722
	Iteration 30Q: 3 clusters Score -378800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -378801.656250 Penalty: 768.714722
	Iteration 31Q: 3 clusters Score -378801.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -378803.875000 Penalty: 768.714722
	Iteration 32Q: 3 clusters Score -378803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -378805.312500 Penalty: 768.714722
	Iteration 33Q: 3 clusters Score -378805.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -378804.562500 Penalty: 768.714722
	Iteration 34Q: 3 clusters Score -378804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -378805.125000 Penalty: 768.714722
	Iteration 35Q: 3 clusters Score -378805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -378805.406250 Penalty: 768.714722
	Iteration 36Q: 3 clusters Score -378805.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -378805.531250 Penalty: 768.714722
	Iteration 37Q: 3 clusters Score -378805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -378805.906250 Penalty: 768.714722
	Iteration 38Q: 3 clusters Score -378805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -378805.437500 Penalty: 768.714722
	Iteration 39Q: 3 clusters Score -378805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -378806.031250 Penalty: 768.714722
	Iteration 40F: 3 clusters Score -378806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -378805.781250 Penalty: 768.714722
	Iteration 41Q: 3 clusters Score -378805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -378805.781250 Penalty: 768.714722
	Iteration 42F: 3 clusters Score -378805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -245222.953125 Penalty: 368.640137
	Iteration 0F: 2 clusters Score -245223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -242976.343750 Penalty: 737.280273
	Iteration 0F: 3 clusters Score -242976.3 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -243802.187500 Penalty: 737.280273
	Iteration 1F: 3 clusters Score -243802.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -243890.953125 Penalty: 737.280273
	Iteration 2F: 3 clusters Score -243891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -243972.296875 Penalty: 737.280273
	Iteration 3F: 3 clusters Score -243972.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -244067.250000 Penalty: 737.280273
	Iteration 4F: 3 clusters Score -244067.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -244182.250000 Penalty: 737.280273
	Iteration 5F: 3 clusters Score -244182.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244298.390625 Penalty: 737.280273
	Iteration 6F: 3 clusters Score -244298.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -244419.796875 Penalty: 737.280273
	Iteration 7Q: 3 clusters Score -244419.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -244536.562500 Penalty: 737.280273
	Iteration 8Q: 3 clusters Score -244536.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -244641.953125 Penalty: 737.280273
	Iteration 9Q: 3 clusters Score -244642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -244717.421875 Penalty: 737.280273
	Iteration 10Q: 3 clusters Score -244717.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -244769.312500 Penalty: 737.280273
	Iteration 11Q: 3 clusters Score -244769.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -244811.906250 Penalty: 737.280273
	Iteration 12Q: 3 clusters Score -244811.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -244841.953125 Penalty: 737.280273
	Iteration 13Q: 3 clusters Score -244842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -244864.421875 Penalty: 737.280273
	Iteration 14Q: 3 clusters Score -244864.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -244887.031250 Penalty: 737.280273
	Iteration 15Q: 3 clusters Score -244887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -244909.796875 Penalty: 737.280273
	Iteration 16Q: 3 clusters Score -244909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -244926.140625 Penalty: 737.280273
	Iteration 17Q: 3 clusters Score -244926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -244935.953125 Penalty: 737.280273
	Iteration 18Q: 3 clusters Score -244936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -244949.703125 Penalty: 737.280273
	Iteration 19Q: 3 clusters Score -244949.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -244954.421875 Penalty: 737.280273
	Iteration 20F: 3 clusters Score -244954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -244957.046875 Penalty: 737.280273
	Iteration 21Q: 3 clusters Score -244957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -244959.000000 Penalty: 737.280273
	Iteration 22Q: 3 clusters Score -244959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -244965.046875 Penalty: 737.280273
	Iteration 23Q: 3 clusters Score -244965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -244969.281250 Penalty: 737.280273
	Iteration 24Q: 3 clusters Score -244969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -244971.484375 Penalty: 737.280273
	Iteration 25Q: 3 clusters Score -244971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -244973.250000 Penalty: 737.280273
	Iteration 26Q: 3 clusters Score -244973.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -244974.578125 Penalty: 737.280273
	Iteration 27Q: 3 clusters Score -244974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -244975.328125 Penalty: 737.280273
	Iteration 28Q: 3 clusters Score -244975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -244975.750000 Penalty: 737.280273
	Iteration 29Q: 3 clusters Score -244975.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -244975.750000 Penalty: 737.280273
	Iteration 30F: 3 clusters Score -244975.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Entering Unmasked Estep 
Score: -13066.725586 Penalty: 267.309357
	Iteration 0F: 2 clusters Score -13066.73 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 182 members 
Entering Unmasked Estep 
Score: -12722.109375 Penalty: 534.618713
	Iteration 0F: 3 clusters Score -12722.11 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12962.184570 Penalty: 534.618713
	Iteration 1F: 3 clusters Score -12962.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13025.330078 Penalty: 534.618713
	Iteration 2F: 3 clusters Score -13025.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13042.350586 Penalty: 534.618713
	Iteration 3Q: 3 clusters Score -13042.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13051.689453 Penalty: 534.618713
	Iteration 4Q: 3 clusters Score -13051.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13057.056641 Penalty: 534.618713
	Iteration 5Q: 3 clusters Score -13057.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13062.976562 Penalty: 534.618713
	Iteration 6Q: 3 clusters Score -13062.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13067.120117 Penalty: 534.618713
	Iteration 7Q: 3 clusters Score -13067.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13069.742188 Penalty: 534.618713
	Iteration 8Q: 3 clusters Score -13069.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13072.464844 Penalty: 534.618713
	Iteration 9Q: 3 clusters Score -13072.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13077.908203 Penalty: 534.618713
	Iteration 10Q: 3 clusters Score -13077.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13078.797852 Penalty: 534.618713
	Iteration 11Q: 3 clusters Score -13078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13082.028320 Penalty: 534.618713
	Iteration 12Q: 3 clusters Score -13082.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13082.461914 Penalty: 534.618713
	Iteration 13Q: 3 clusters Score -13082.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13082.461914 Penalty: 534.618713
	Iteration 14F: 3 clusters Score -13082.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 1120 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 116 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 1206 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 34272 members 
Mstep: Class 77 contains 240 members 
Entering Unmasked Estep 
Score: -42168116.000000 Penalty: 46349.105469
Splitting cluster 63 changes total score from -42160404.000000 to -42168116.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 65 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -82136.632812 Penalty: 322.825409
	Iteration 0F: 2 clusters Score -82136.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81213.820312 Penalty: 645.650818
	Iteration 0F: 3 clusters Score -81213.82 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81564.867188 Penalty: 645.650818
	Iteration 1F: 3 clusters Score -81564.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81675.507812 Penalty: 645.650818
	Iteration 2F: 3 clusters Score -81675.51 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81773.726562 Penalty: 645.650818
	Iteration 3F: 3 clusters Score -81773.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81859.640625 Penalty: 645.650818
	Iteration 4F: 3 clusters Score -81859.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81940.062500 Penalty: 645.650818
	Iteration 5F: 3 clusters Score -81940.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82005.101562 Penalty: 645.650818
	Iteration 6F: 3 clusters Score -82005.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82042.101562 Penalty: 645.650818
	Iteration 7Q: 3 clusters Score -82042.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82076.164062 Penalty: 645.650818
	Iteration 8Q: 3 clusters Score -82076.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82100.562500 Penalty: 645.650818
	Iteration 9Q: 3 clusters Score -82100.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82120.039062 Penalty: 645.650818
	Iteration 10Q: 3 clusters Score -82120.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82136.460938 Penalty: 645.650818
	Iteration 11Q: 3 clusters Score -82136.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82142.164062 Penalty: 645.650818
	Iteration 12Q: 3 clusters Score -82142.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82144.179688 Penalty: 645.650818
	Iteration 13Q: 3 clusters Score -82144.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82146.796875 Penalty: 645.650818
	Iteration 14Q: 3 clusters Score -82146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82147.640625 Penalty: 645.650818
	Iteration 15Q: 3 clusters Score -82147.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82148.507812 Penalty: 645.650818
	Iteration 16Q: 3 clusters Score -82148.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82150.382812 Penalty: 645.650818
	Iteration 17Q: 3 clusters Score -82150.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82150.765625 Penalty: 645.650818
	Iteration 18Q: 3 clusters Score -82150.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82150.867188 Penalty: 645.650818
	Iteration 19Q: 3 clusters Score -82150.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82150.867188 Penalty: 645.650818
	Iteration 20F: 3 clusters Score -82150.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 1120 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 116 members 
Mstep: Class 64 contains 26660 members 
Mstep: Class 65 contains 925 members 
Mstep: Class 66 contains 10548 members 
Mstep: Class 67 contains 18565 members 
Mstep: Class 68 contains 314 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 20593 members 
Mstep: Class 71 contains 7071 members 
Mstep: Class 72 contains 260 members 
Mstep: Class 73 contains 16031 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 34272 members 
Mstep: Class 77 contains 240 members 
Mstep: Class 78 contains 281 members 
Entering Unmasked Estep 
Score: -42167812.000000 Penalty: 46951.042969
Splitting cluster 65 changes total score from -42160404.000000 to -42167812.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 66 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -867695.875000 Penalty: 421.497986
	Iteration 0F: 2 clusters Score -867695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -860635.062500 Penalty: 842.995972
	Iteration 0F: 3 clusters Score -860635.1 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -863311.562500 Penalty: 842.995972
	Iteration 1F: 3 clusters Score -863311.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -863467.125000 Penalty: 842.995972
	Iteration 2Q: 3 clusters Score -863467.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -863650.062500 Penalty: 842.995972
	Iteration 3Q: 3 clusters Score -863650.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -863922.562500 Penalty: 842.995972
	Iteration 4F: 3 clusters Score -863922.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -864323.187500 Penalty: 842.995972
	Iteration 5F: 3 clusters Score -864323.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -864908.875000 Penalty: 842.995972
	Iteration 6F: 3 clusters Score -864908.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -865539.437500 Penalty: 842.995972
	Iteration 7F: 3 clusters Score -865539.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -866142.312500 Penalty: 842.995972
	Iteration 8F: 3 clusters Score -866142.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -866623.375000 Penalty: 842.995972
	Iteration 9Q: 3 clusters Score -866623.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -866950.625000 Penalty: 842.995972
	Iteration 10Q: 3 clusters Score -866950.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -867130.000000 Penalty: 842.995972
	Iteration 11Q: 3 clusters Score -867130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -867220.062500 Penalty: 842.995972
	Iteration 12Q: 3 clusters Score -867220.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -867258.875000 Penalty: 842.995972
	Iteration 13Q: 3 clusters Score -867258.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -867281.562500 Penalty: 842.995972
	Iteration 14Q: 3 clusters Score -867281.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -867294.500000 Penalty: 842.995972
	Iteration 15Q: 3 clusters Score -867294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -867305.375000 Penalty: 842.995972
	Iteration 16Q: 3 clusters Score -867305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -867312.062500 Penalty: 842.995972
	Iteration 17Q: 3 clusters Score -867312.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -867318.187500 Penalty: 842.995972
	Iteration 18Q: 3 clusters Score -867318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -867323.187500 Penalty: 842.995972
	Iteration 19Q: 3 clusters Score -867323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -867324.500000 Penalty: 842.995972
	Iteration 20F: 3 clusters Score -867324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -867324.625000 Penalty: 842.995972
	Iteration 21Q: 3 clusters Score -867324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -867324.625000 Penalty: 842.995972
	Iteration 22F: 3 clusters Score -867324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 22041 members 
Mstep: Class 4 contains 21412 members 
Mstep: Class 5 contains 183 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 4235 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21185 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2075 members 
Mstep: Class 24 contains 19913 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13260 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18292 members 
Mstep: Class 32 contains 27173 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 8143 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 688 members 
Mstep: Class 41 contains 2945 members 
Mstep: Class 42 contains 2277 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 616 members 
Mstep: Class 46 contains 5746 members 
Mstep: Class 47 contains 1183 members 
Mstep: Class 48 contains 243 members 
Mstep: Class 49 contains 524 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22428 members 
Mstep: Class 53 contains 692 members 
Mstep: Class 54 contains 19053 members 
Mstep: Class 55 contains 178 members 
Mstep: Class 56 contains 1441 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 339 members 
Mstep: Class 59 contains 1120 members 
Mstep: Class 60 contains 20444 members 
Mstep: Class 61 contains 4663 members 
Mstep: Class 62 contains 3301 members 
Mstep: Class 63 contains 116 members 
Mstep: Class 65 contains 925 members 
Mstep: Class 66 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171816.000000 Penalty: 46951.042969
Iteration 159Q: 79 clusters Score -4.217182e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 21331 members 
Mstep: Class 5 contains 179 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 34092 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 1827 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 9031 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18277 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5161 members 
Mstep: Class 18 contains 45353 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2063 members 
Mstep: Class 24 contains 20702 members 
Mstep: Class 25 contains 158 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 323 members 
Mstep: Class 29 contains 13879 members 
Mstep: Class 30 contains 505 members 
Mstep: Class 31 contains 18401 members 
Mstep: Class 32 contains 26846 members 
Mstep: Class 33 contains 23567 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 8237 members 
Mstep: Class 36 contains 3101 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 185 members 
Mstep: Class 40 contains 642 members 
Mstep: Class 41 contains 2949 members 
Mstep: Class 42 contains 2280 members 
Mstep: Class 43 contains 305 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 611 members 
Mstep: Class 46 contains 6089 members 
Mstep: Class 47 contains 1249 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 532 members 
Mstep: Class 50 contains 10926 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22414 members 
Mstep: Class 53 contains 777 members 
Mstep: Class 54 contains 19445 members 
Mstep: Class 55 contains 192 members 
Mstep: Class 56 contains 1449 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 411 members 
Mstep: Class 59 contains 1296 members 
Mstep: Class 60 contains 20334 members 
Mstep: Class 61 contains 4597 members 
Mstep: Class 62 contains 3326 members 
Mstep: Class 63 contains 136 members 
Mstep: Class 64 contains 26514 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 10684 members 
Mstep: Class 67 contains 18191 members 
Mstep: Class 68 contains 298 members 
Mstep: Class 69 contains 234 members 
Mstep: Class 70 contains 20190 members 
Mstep: Class 71 contains 6391 members 
Mstep: Class 72 contains 255 members 
Mstep: Class 73 contains 15997 members 
Mstep: Class 74 contains 169 members 
Mstep: Class 75 contains 221 members 
Mstep: Class 76 contains 33787 members 
Mstep: Class 77 contains 231 members 
Mstep: Class 78 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175636.000000 Penalty: 46951.042969
Iteration 160F: 79 clusters Score -4.217564e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 21765 members 
Mstep: Class 4 contains 21262 members 
Mstep: Class 5 contains 171 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 33504 members 
Mstep: Class 8 contains 4197 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 9131 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18263 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5246 members 
Mstep: Class 18 contains 45318 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 6344 members 
Mstep: Class 21 contains 21233 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 165 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 13955 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 18474 members 
Mstep: Class 32 contains 26543 members 
Mstep: Class 33 contains 23225 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 8283 members 
Mstep: Class 36 contains 2994 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 184 members 
Mstep: Class 40 contains 533 members 
Mstep: Class 41 contains 2956 members 
Mstep: Class 42 contains 2271 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 610 members 
Mstep: Class 46 contains 6229 members 
Mstep: Class 47 contains 1240 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 532 members 
Mstep: Class 50 contains 10695 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22418 members 
Mstep: Class 53 contains 829 members 
Mstep: Class 54 contains 19771 members 
Mstep: Class 55 contains 197 members 
Mstep: Class 56 contains 1458 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 449 members 
Mstep: Class 59 contains 1399 members 
Mstep: Class 60 contains 20233 members 
Mstep: Class 61 contains 4529 members 
Mstep: Class 62 contains 3275 members 
Mstep: Class 63 contains 144 members 
Mstep: Class 64 contains 26784 members 
Mstep: Class 65 contains 938 members 
Mstep: Class 66 contains 10809 members 
Mstep: Class 67 contains 18296 members 
Mstep: Class 68 contains 306 members 
Mstep: Class 69 contains 253 members 
Mstep: Class 70 contains 20314 members 
Mstep: Class 71 contains 6231 members 
Mstep: Class 72 contains 285 members 
Mstep: Class 73 contains 16415 members 
Mstep: Class 74 contains 172 members 
Mstep: Class 75 contains 235 members 
Mstep: Class 76 contains 33855 members 
Mstep: Class 77 contains 232 members 
Mstep: Class 78 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 549.320190 but Gain 601.937500
Score: -42177804.000000 Penalty: 46349.105469
Iteration 161Q: 78 clusters Score -4.21778e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 21634 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 168 members 
Mstep: Class 6 contains 708 members 
Mstep: Class 7 contains 33104 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 288 members 
Mstep: Class 13 contains 9199 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18263 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 45307 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 6353 members 
Mstep: Class 21 contains 21257 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 21097 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 326 members 
Mstep: Class 29 contains 14148 members 
Mstep: Class 30 contains 508 members 
Mstep: Class 31 contains 18520 members 
Mstep: Class 32 contains 26326 members 
Mstep: Class 33 contains 22871 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 8367 members 
Mstep: Class 36 contains 2929 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 264 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 2975 members 
Mstep: Class 42 contains 2255 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 608 members 
Mstep: Class 46 contains 6332 members 
Mstep: Class 47 contains 1254 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 534 members 
Mstep: Class 50 contains 10366 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22410 members 
Mstep: Class 53 contains 857 members 
Mstep: Class 54 contains 20163 members 
Mstep: Class 55 contains 199 members 
Mstep: Class 56 contains 1472 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 469 members 
Mstep: Class 59 contains 1470 members 
Mstep: Class 60 contains 20135 members 
Mstep: Class 61 contains 4491 members 
Mstep: Class 62 contains 3265 members 
Mstep: Class 63 contains 147 members 
Mstep: Class 64 contains 27088 members 
Mstep: Class 65 contains 937 members 
Mstep: Class 66 contains 10915 members 
Mstep: Class 67 contains 18445 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 260 members 
Mstep: Class 70 contains 20291 members 
Mstep: Class 71 contains 6162 members 
Mstep: Class 72 contains 311 members 
Mstep: Class 73 contains 16695 members 
Mstep: Class 74 contains 170 members 
Mstep: Class 75 contains 248 members 
Mstep: Class 76 contains 34009 members 
Mstep: Class 77 contains 234 members 
Mstep: Class 78 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179620.000000 Penalty: 46349.105469
Iteration 162Q: 78 clusters Score -4.217962e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 21520 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 163 members 
Mstep: Class 6 contains 706 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 4192 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 283 members 
Mstep: Class 13 contains 9207 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18187 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5444 members 
Mstep: Class 18 contains 45279 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 21296 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 21141 members 
Mstep: Class 25 contains 171 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 481 members 
Mstep: Class 28 contains 333 members 
Mstep: Class 29 contains 14270 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 18517 members 
Mstep: Class 32 contains 26157 members 
Mstep: Class 33 contains 22504 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 8447 members 
Mstep: Class 36 contains 2899 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 3000 members 
Mstep: Class 42 contains 2220 members 
Mstep: Class 43 contains 304 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 604 members 
Mstep: Class 46 contains 6408 members 
Mstep: Class 47 contains 1265 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 536 members 
Mstep: Class 50 contains 10012 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22419 members 
Mstep: Class 53 contains 869 members 
Mstep: Class 54 contains 20524 members 
Mstep: Class 55 contains 207 members 
Mstep: Class 56 contains 1492 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 477 members 
Mstep: Class 59 contains 1514 members 
Mstep: Class 60 contains 20038 members 
Mstep: Class 61 contains 4452 members 
Mstep: Class 62 contains 3241 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 27145 members 
Mstep: Class 65 contains 936 members 
Mstep: Class 66 contains 11040 members 
Mstep: Class 67 contains 18558 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 263 members 
Mstep: Class 70 contains 20239 members 
Mstep: Class 71 contains 6120 members 
Mstep: Class 72 contains 336 members 
Mstep: Class 73 contains 16959 members 
Mstep: Class 74 contains 172 members 
Mstep: Class 75 contains 251 members 
Mstep: Class 76 contains 34218 members 
Mstep: Class 77 contains 238 members 
Mstep: Class 78 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180132.000000 Penalty: 46349.105469
Iteration 163Q: 78 clusters Score -4.218013e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 21425 members 
Mstep: Class 4 contains 21134 members 
Mstep: Class 5 contains 162 members 
Mstep: Class 6 contains 704 members 
Mstep: Class 7 contains 32621 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 9210 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 18100 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5516 members 
Mstep: Class 18 contains 45247 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 21340 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 21158 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 14408 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 18494 members 
Mstep: Class 32 contains 26031 members 
Mstep: Class 33 contains 22036 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8522 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 261 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 3035 members 
Mstep: Class 42 contains 2199 members 
Mstep: Class 43 contains 302 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6453 members 
Mstep: Class 47 contains 1275 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 538 members 
Mstep: Class 50 contains 9652 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22384 members 
Mstep: Class 53 contains 877 members 
Mstep: Class 54 contains 20923 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 1511 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 492 members 
Mstep: Class 59 contains 1566 members 
Mstep: Class 60 contains 19953 members 
Mstep: Class 61 contains 4422 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 150 members 
Mstep: Class 64 contains 27150 members 
Mstep: Class 65 contains 940 members 
Mstep: Class 66 contains 11181 members 
Mstep: Class 67 contains 18665 members 
Mstep: Class 68 contains 323 members 
Mstep: Class 69 contains 262 members 
Mstep: Class 70 contains 20162 members 
Mstep: Class 71 contains 6093 members 
Mstep: Class 72 contains 348 members 
Mstep: Class 73 contains 17274 members 
Mstep: Class 74 contains 176 members 
Mstep: Class 75 contains 245 members 
Mstep: Class 76 contains 34461 members 
Mstep: Class 77 contains 239 members 
Mstep: Class 78 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180984.000000 Penalty: 46349.105469
Iteration 164Q: 78 clusters Score -4.218098e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 21360 members 
Mstep: Class 4 contains 21093 members 
Mstep: Class 5 contains 160 members 
Mstep: Class 6 contains 702 members 
Mstep: Class 7 contains 32460 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 1820 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 9237 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 17939 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 45230 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 6389 members 
Mstep: Class 21 contains 21385 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 21157 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 14545 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 18466 members 
Mstep: Class 32 contains 25909 members 
Mstep: Class 33 contains 21528 members 
Mstep: Class 34 contains 293 members 
Mstep: Class 35 contains 8582 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 257 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3069 members 
Mstep: Class 42 contains 2190 members 
Mstep: Class 43 contains 303 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6485 members 
Mstep: Class 47 contains 1278 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 541 members 
Mstep: Class 50 contains 9369 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22358 members 
Mstep: Class 53 contains 882 members 
Mstep: Class 54 contains 21248 members 
Mstep: Class 55 contains 221 members 
Mstep: Class 56 contains 1537 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 502 members 
Mstep: Class 59 contains 1618 members 
Mstep: Class 60 contains 19880 members 
Mstep: Class 61 contains 4379 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 153 members 
Mstep: Class 64 contains 27139 members 
Mstep: Class 65 contains 939 members 
Mstep: Class 66 contains 11298 members 
Mstep: Class 67 contains 18724 members 
Mstep: Class 68 contains 322 members 
Mstep: Class 69 contains 262 members 
Mstep: Class 70 contains 20127 members 
Mstep: Class 71 contains 6082 members 
Mstep: Class 72 contains 362 members 
Mstep: Class 73 contains 17631 members 
Mstep: Class 74 contains 181 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 34709 members 
Mstep: Class 77 contains 241 members 
Mstep: Class 78 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181872.000000 Penalty: 46349.105469
Iteration 165Q: 78 clusters Score -4.218187e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 21052 members 
Mstep: Class 5 contains 161 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32321 members 
Mstep: Class 8 contains 4193 members 
Mstep: Class 9 contains 1819 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 9272 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 17754 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 45213 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 6399 members 
Mstep: Class 21 contains 21426 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 21143 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 14670 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 18446 members 
Mstep: Class 32 contains 25815 members 
Mstep: Class 33 contains 21007 members 
Mstep: Class 34 contains 293 members 
Mstep: Class 35 contains 8634 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 903 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3092 members 
Mstep: Class 42 contains 2178 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6502 members 
Mstep: Class 47 contains 1278 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 541 members 
Mstep: Class 50 contains 9075 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22341 members 
Mstep: Class 53 contains 888 members 
Mstep: Class 54 contains 21612 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 1550 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 512 members 
Mstep: Class 59 contains 1654 members 
Mstep: Class 60 contains 19825 members 
Mstep: Class 61 contains 4336 members 
Mstep: Class 62 contains 3166 members 
Mstep: Class 63 contains 155 members 
Mstep: Class 64 contains 27121 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 11412 members 
Mstep: Class 67 contains 18780 members 
Mstep: Class 68 contains 318 members 
Mstep: Class 69 contains 261 members 
Mstep: Class 70 contains 20048 members 
Mstep: Class 71 contains 6079 members 
Mstep: Class 72 contains 376 members 
Mstep: Class 73 contains 18012 members 
Mstep: Class 74 contains 185 members 
Mstep: Class 75 contains 239 members 
Mstep: Class 76 contains 35015 members 
Mstep: Class 77 contains 242 members 
Mstep: Class 78 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182740.000000 Penalty: 46349.105469
Iteration 166Q: 78 clusters Score -4.218274e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 21238 members 
Mstep: Class 4 contains 21034 members 
Mstep: Class 5 contains 160 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 32215 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5689 members 
Mstep: Class 18 contains 45184 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 6401 members 
Mstep: Class 21 contains 21457 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 21124 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 14810 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 18418 members 
Mstep: Class 32 contains 25723 members 
Mstep: Class 33 contains 20541 members 
Mstep: Class 34 contains 293 members 
Mstep: Class 35 contains 8670 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 914 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 3113 members 
Mstep: Class 42 contains 2160 members 
Mstep: Class 43 contains 307 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6512 members 
Mstep: Class 47 contains 1278 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 542 members 
Mstep: Class 50 contains 8821 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22323 members 
Mstep: Class 53 contains 891 members 
Mstep: Class 54 contains 21866 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 1567 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 519 members 
Mstep: Class 59 contains 1665 members 
Mstep: Class 60 contains 19787 members 
Mstep: Class 61 contains 4286 members 
Mstep: Class 62 contains 3152 members 
Mstep: Class 63 contains 154 members 
Mstep: Class 64 contains 27109 members 
Mstep: Class 65 contains 946 members 
Mstep: Class 66 contains 11518 members 
Mstep: Class 67 contains 18751 members 
Mstep: Class 68 contains 317 members 
Mstep: Class 69 contains 263 members 
Mstep: Class 70 contains 20023 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 392 members 
Mstep: Class 73 contains 18396 members 
Mstep: Class 74 contains 190 members 
Mstep: Class 75 contains 238 members 
Mstep: Class 76 contains 35335 members 
Mstep: Class 77 contains 242 members 
Mstep: Class 78 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183116.000000 Penalty: 46349.105469
Iteration 167Q: 78 clusters Score -4.218312e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 21219 members 
Mstep: Class 4 contains 21026 members 
Mstep: Class 5 contains 160 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 32120 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 1830 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 9384 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 17333 members 
Mstep: Class 16 contains 738 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 45165 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 6397 members 
Mstep: Class 21 contains 21475 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 21112 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 14968 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 18378 members 
Mstep: Class 32 contains 25652 members 
Mstep: Class 33 contains 20074 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 8699 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 254 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3135 members 
Mstep: Class 42 contains 2131 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1275 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 544 members 
Mstep: Class 50 contains 8630 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22308 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 22066 members 
Mstep: Class 55 contains 222 members 
Mstep: Class 56 contains 1579 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 519 members 
Mstep: Class 59 contains 1666 members 
Mstep: Class 60 contains 19757 members 
Mstep: Class 61 contains 4241 members 
Mstep: Class 62 contains 3137 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 27093 members 
Mstep: Class 65 contains 947 members 
Mstep: Class 66 contains 11620 members 
Mstep: Class 67 contains 18743 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 20015 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 411 members 
Mstep: Class 73 contains 18824 members 
Mstep: Class 74 contains 192 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 35580 members 
Mstep: Class 77 contains 244 members 
Mstep: Class 78 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183252.000000 Penalty: 46349.105469
Iteration 168Q: 78 clusters Score -4.218325e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 21198 members 
Mstep: Class 4 contains 21022 members 
Mstep: Class 5 contains 159 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 32031 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 1832 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9439 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 45141 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 21485 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 21085 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 15097 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 18333 members 
Mstep: Class 32 contains 25611 members 
Mstep: Class 33 contains 19652 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 8708 members 
Mstep: Class 36 contains 2863 members 
Mstep: Class 37 contains 922 members 
Mstep: Class 38 contains 256 members 
Mstep: Class 39 contains 183 members 
Mstep: Class 41 contains 3160 members 
Mstep: Class 42 contains 2108 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1272 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 544 members 
Mstep: Class 50 contains 8485 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22302 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 22169 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 1590 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 523 members 
Mstep: Class 59 contains 1662 members 
Mstep: Class 60 contains 19723 members 
Mstep: Class 61 contains 4212 members 
Mstep: Class 62 contains 3115 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 27055 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 11706 members 
Mstep: Class 67 contains 18792 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 20033 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 427 members 
Mstep: Class 73 contains 19287 members 
Mstep: Class 74 contains 194 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 35754 members 
Mstep: Class 77 contains 247 members 
Mstep: Class 78 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183156.000000 Penalty: 46349.105469
Iteration 169Q: 78 clusters Score -4.218316e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 21176 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 158 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 1840 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9513 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 740 members 
Mstep: Class 17 contains 5817 members 
Mstep: Class 18 contains 45126 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 6381 members 
Mstep: Class 21 contains 21492 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 21039 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 15293 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 18275 members 
Mstep: Class 32 contains 25573 members 
Mstep: Class 33 contains 19231 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 8707 members 
Mstep: Class 36 contains 2863 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 253 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 308 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6517 members 
Mstep: Class 47 contains 1276 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 544 members 
Mstep: Class 50 contains 8308 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22267 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 22172 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1599 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 527 members 
Mstep: Class 59 contains 1643 members 
Mstep: Class 60 contains 19709 members 
Mstep: Class 61 contains 4176 members 
Mstep: Class 62 contains 3108 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 27025 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 11806 members 
Mstep: Class 67 contains 18874 members 
Mstep: Class 68 contains 318 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 20128 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 443 members 
Mstep: Class 73 contains 19777 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 35863 members 
Mstep: Class 77 contains 247 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183304.000000 Penalty: 46349.105469
Iteration 170Q: 78 clusters Score -4.21833e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 21151 members 
Mstep: Class 4 contains 21054 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 31896 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 1842 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9582 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 16567 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 5871 members 
Mstep: Class 18 contains 45112 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 21494 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 21016 members 
Mstep: Class 25 contains 189 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 15566 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 18205 members 
Mstep: Class 32 contains 25537 members 
Mstep: Class 33 contains 18834 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 8722 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3201 members 
Mstep: Class 42 contains 2094 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1279 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 544 members 
Mstep: Class 50 contains 8138 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22258 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 22150 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 1610 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 529 members 
Mstep: Class 59 contains 1633 members 
Mstep: Class 60 contains 19692 members 
Mstep: Class 61 contains 4125 members 
Mstep: Class 62 contains 3115 members 
Mstep: Class 63 contains 152 members 
Mstep: Class 64 contains 27005 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 11884 members 
Mstep: Class 67 contains 18965 members 
Mstep: Class 68 contains 317 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 20216 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 460 members 
Mstep: Class 73 contains 20219 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 35919 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183196.000000 Penalty: 46349.105469
Iteration 171Q: 78 clusters Score -4.21832e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 21117 members 
Mstep: Class 4 contains 21082 members 
Mstep: Class 5 contains 157 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31862 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9647 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 16197 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 45102 members 
Mstep: Class 19 contains 464 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 21480 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20983 members 
Mstep: Class 25 contains 189 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 15912 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 18146 members 
Mstep: Class 32 contains 25517 members 
Mstep: Class 33 contains 18435 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 8744 members 
Mstep: Class 36 contains 2859 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3218 members 
Mstep: Class 42 contains 2097 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 545 members 
Mstep: Class 50 contains 7911 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22260 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 22108 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 1617 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 528 members 
Mstep: Class 59 contains 1622 members 
Mstep: Class 60 contains 19675 members 
Mstep: Class 61 contains 4070 members 
Mstep: Class 62 contains 3113 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26985 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 11951 members 
Mstep: Class 67 contains 19118 members 
Mstep: Class 68 contains 317 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 20343 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 466 members 
Mstep: Class 73 contains 20628 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 35968 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183336.000000 Penalty: 46349.105469
Iteration 172Q: 78 clusters Score -4.218334e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4955 members 
Mstep: Class 3 contains 21095 members 
Mstep: Class 4 contains 21105 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31835 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9733 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 5982 members 
Mstep: Class 18 contains 45086 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 21468 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20967 members 
Mstep: Class 25 contains 190 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 16279 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 18077 members 
Mstep: Class 32 contains 25516 members 
Mstep: Class 33 contains 18075 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 8760 members 
Mstep: Class 36 contains 2849 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3228 members 
Mstep: Class 42 contains 2107 members 
Mstep: Class 43 contains 309 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1281 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 546 members 
Mstep: Class 50 contains 7681 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22286 members 
Mstep: Class 53 contains 893 members 
Mstep: Class 54 contains 21891 members 
Mstep: Class 55 contains 220 members 
Mstep: Class 56 contains 1621 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 529 members 
Mstep: Class 59 contains 1616 members 
Mstep: Class 60 contains 19667 members 
Mstep: Class 61 contains 4014 members 
Mstep: Class 62 contains 3115 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26935 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 11991 members 
Mstep: Class 67 contains 19249 members 
Mstep: Class 68 contains 317 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 20554 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 472 members 
Mstep: Class 73 contains 21068 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 36003 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183392.000000 Penalty: 46349.105469
Iteration 173Q: 78 clusters Score -4.218339e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 21068 members 
Mstep: Class 4 contains 21123 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31811 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9828 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 6354 members 
Mstep: Class 21 contains 21470 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2027 members 
Mstep: Class 24 contains 20953 members 
Mstep: Class 25 contains 191 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 16649 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 18016 members 
Mstep: Class 32 contains 25502 members 
Mstep: Class 33 contains 17705 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8764 members 
Mstep: Class 36 contains 2844 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3242 members 
Mstep: Class 42 contains 2125 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6545 members 
Mstep: Class 47 contains 1281 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 546 members 
Mstep: Class 50 contains 7446 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22300 members 
Mstep: Class 53 contains 894 members 
Mstep: Class 54 contains 21641 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1630 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 530 members 
Mstep: Class 59 contains 1610 members 
Mstep: Class 60 contains 19672 members 
Mstep: Class 61 contains 3976 members 
Mstep: Class 62 contains 3116 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26910 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12027 members 
Mstep: Class 67 contains 19367 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 256 members 
Mstep: Class 70 contains 20776 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 475 members 
Mstep: Class 73 contains 21513 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 235 members 
Mstep: Class 76 contains 36036 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183512.000000 Penalty: 46349.105469
Iteration 174Q: 78 clusters Score -4.218351e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 21049 members 
Mstep: Class 4 contains 21140 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31807 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9909 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 15167 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 45037 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6353 members 
Mstep: Class 21 contains 21473 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 20938 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 16997 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 17934 members 
Mstep: Class 32 contains 25489 members 
Mstep: Class 33 contains 17359 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8759 members 
Mstep: Class 36 contains 2843 members 
Mstep: Class 37 contains 926 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3257 members 
Mstep: Class 42 contains 2149 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6549 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 546 members 
Mstep: Class 50 contains 7180 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22311 members 
Mstep: Class 53 contains 895 members 
Mstep: Class 54 contains 21356 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1637 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1606 members 
Mstep: Class 60 contains 19700 members 
Mstep: Class 61 contains 3943 members 
Mstep: Class 62 contains 3119 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26880 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12065 members 
Mstep: Class 67 contains 19503 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 21006 members 
Mstep: Class 71 contains 6066 members 
Mstep: Class 72 contains 475 members 
Mstep: Class 73 contains 21938 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36048 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183484.000000 Penalty: 46349.105469
Iteration 175Q: 78 clusters Score -4.218348e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 21033 members 
Mstep: Class 4 contains 21151 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31815 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 9998 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 14841 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6106 members 
Mstep: Class 18 contains 45025 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 21466 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 20927 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 329 members 
Mstep: Class 29 contains 17314 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 17850 members 
Mstep: Class 32 contains 25487 members 
Mstep: Class 33 contains 17083 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8768 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 927 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3259 members 
Mstep: Class 42 contains 2177 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6550 members 
Mstep: Class 47 contains 1282 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 546 members 
Mstep: Class 50 contains 6937 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22305 members 
Mstep: Class 53 contains 897 members 
Mstep: Class 54 contains 20930 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1644 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1604 members 
Mstep: Class 60 contains 19745 members 
Mstep: Class 61 contains 3912 members 
Mstep: Class 62 contains 3118 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26854 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12113 members 
Mstep: Class 67 contains 19666 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 21297 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 475 members 
Mstep: Class 73 contains 22348 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 232 members 
Mstep: Class 76 contains 36058 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183500.000000 Penalty: 46349.105469
Iteration 176Q: 78 clusters Score -4.21835e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 21027 members 
Mstep: Class 4 contains 21165 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31834 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 10070 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 14499 members 
Mstep: Class 16 contains 741 members 
Mstep: Class 17 contains 6132 members 
Mstep: Class 18 contains 45019 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21463 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 20900 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 17637 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 17782 members 
Mstep: Class 32 contains 25480 members 
Mstep: Class 33 contains 16866 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8804 members 
Mstep: Class 36 contains 2841 members 
Mstep: Class 37 contains 928 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3265 members 
Mstep: Class 42 contains 2213 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6550 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 548 members 
Mstep: Class 50 contains 6716 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22297 members 
Mstep: Class 53 contains 902 members 
Mstep: Class 54 contains 20419 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1647 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1600 members 
Mstep: Class 60 contains 19782 members 
Mstep: Class 61 contains 3880 members 
Mstep: Class 62 contains 3119 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26804 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12141 members 
Mstep: Class 67 contains 19863 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 21697 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 475 members 
Mstep: Class 73 contains 22640 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 230 members 
Mstep: Class 76 contains 36065 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183644.000000 Penalty: 46349.105469
Iteration 177Q: 78 clusters Score -4.218364e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 21017 members 
Mstep: Class 4 contains 21173 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31857 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 10164 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 14109 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6145 members 
Mstep: Class 18 contains 45022 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 21457 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 20908 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 18011 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17709 members 
Mstep: Class 32 contains 25472 members 
Mstep: Class 33 contains 16590 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8838 members 
Mstep: Class 36 contains 2841 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 41 contains 3269 members 
Mstep: Class 42 contains 2245 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6552 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 548 members 
Mstep: Class 50 contains 6527 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22289 members 
Mstep: Class 53 contains 907 members 
Mstep: Class 54 contains 19939 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1652 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1597 members 
Mstep: Class 60 contains 19827 members 
Mstep: Class 61 contains 3842 members 
Mstep: Class 62 contains 3124 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26777 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12170 members 
Mstep: Class 67 contains 19988 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 22095 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 475 members 
Mstep: Class 73 contains 22935 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 229 members 
Mstep: Class 76 contains 36077 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183640.000000 Penalty: 46349.105469
Iteration 178Q: 78 clusters Score -4.218364e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 21001 members 
Mstep: Class 4 contains 21191 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31858 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 10257 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 13690 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 45028 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21445 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 20911 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 18343 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17637 members 
Mstep: Class 32 contains 25468 members 
Mstep: Class 33 contains 16428 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8881 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 929 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 3268 members 
Mstep: Class 42 contains 2282 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6547 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 548 members 
Mstep: Class 50 contains 6395 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22281 members 
Mstep: Class 53 contains 910 members 
Mstep: Class 54 contains 19451 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1658 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1594 members 
Mstep: Class 60 contains 19882 members 
Mstep: Class 61 contains 3804 members 
Mstep: Class 62 contains 3127 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26787 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12190 members 
Mstep: Class 67 contains 20097 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 22525 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 476 members 
Mstep: Class 73 contains 23113 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36088 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183556.000000 Penalty: 46349.105469
Iteration 179Q: 78 clusters Score -4.218356e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 21201 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31867 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 10343 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 13315 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 45027 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 21440 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 20913 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 18661 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17576 members 
Mstep: Class 32 contains 25451 members 
Mstep: Class 33 contains 16304 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 8941 members 
Mstep: Class 36 contains 2841 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 252 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3267 members 
Mstep: Class 42 contains 2328 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6541 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 549 members 
Mstep: Class 50 contains 6325 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22287 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 19004 members 
Mstep: Class 55 contains 219 members 
Mstep: Class 56 contains 1661 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1592 members 
Mstep: Class 60 contains 19930 members 
Mstep: Class 61 contains 3767 members 
Mstep: Class 62 contains 3131 members 
Mstep: Class 63 contains 151 members 
Mstep: Class 64 contains 26783 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12213 members 
Mstep: Class 67 contains 20138 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 22925 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 479 members 
Mstep: Class 73 contains 23210 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36093 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183864.000000 Penalty: 46349.105469
Iteration 180F: 78 clusters Score -4.218386e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4929 members 
Mstep: Class 3 contains 20966 members 
Mstep: Class 4 contains 21211 members 
Mstep: Class 5 contains 156 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31876 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 1850 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 263 members 
Mstep: Class 13 contains 10444 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12934 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6199 members 
Mstep: Class 18 contains 45019 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 21430 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 20924 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 19082 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17524 members 
Mstep: Class 32 contains 25362 members 
Mstep: Class 33 contains 16247 members 
Mstep: Class 34 contains 299 members 
Mstep: Class 35 contains 9023 members 
Mstep: Class 36 contains 2845 members 
Mstep: Class 37 contains 931 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3265 members 
Mstep: Class 42 contains 2371 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6540 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 549 members 
Mstep: Class 50 contains 6369 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 18515 members 
Mstep: Class 55 contains 221 members 
Mstep: Class 56 contains 1664 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 532 members 
Mstep: Class 59 contains 1654 members 
Mstep: Class 60 contains 19974 members 
Mstep: Class 61 contains 3744 members 
Mstep: Class 62 contains 3130 members 
Mstep: Class 63 contains 150 members 
Mstep: Class 64 contains 26807 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12233 members 
Mstep: Class 67 contains 19916 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 23299 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 507 members 
Mstep: Class 73 contains 23257 members 
Mstep: Class 74 contains 198 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36109 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183704.000000 Penalty: 46349.105469
Iteration 181Q: 78 clusters Score -4.21837e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 20957 members 
Mstep: Class 4 contains 21205 members 
Mstep: Class 5 contains 155 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31902 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12631 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 45009 members 
Mstep: Class 19 contains 455 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 21417 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2034 members 
Mstep: Class 24 contains 20926 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 19561 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17473 members 
Mstep: Class 32 contains 25277 members 
Mstep: Class 33 contains 16238 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 9102 members 
Mstep: Class 36 contains 2848 members 
Mstep: Class 37 contains 932 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3262 members 
Mstep: Class 42 contains 2407 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6538 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 549 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22328 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 18043 members 
Mstep: Class 55 contains 223 members 
Mstep: Class 56 contains 1667 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 533 members 
Mstep: Class 59 contains 1702 members 
Mstep: Class 60 contains 20025 members 
Mstep: Class 61 contains 3714 members 
Mstep: Class 62 contains 3135 members 
Mstep: Class 63 contains 150 members 
Mstep: Class 64 contains 26801 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12256 members 
Mstep: Class 67 contains 19461 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 23690 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 542 members 
Mstep: Class 73 contains 23231 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 249 members 
Mstep: Class 76 contains 36172 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183660.000000 Penalty: 46349.105469
Iteration 182Q: 78 clusters Score -4.218366e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 20949 members 
Mstep: Class 4 contains 21197 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31916 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 1852 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 10617 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12340 members 
Mstep: Class 16 contains 742 members 
Mstep: Class 17 contains 6237 members 
Mstep: Class 18 contains 45008 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 21404 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 20927 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20088 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17429 members 
Mstep: Class 32 contains 25178 members 
Mstep: Class 33 contains 16287 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9208 members 
Mstep: Class 36 contains 2852 members 
Mstep: Class 37 contains 937 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3259 members 
Mstep: Class 42 contains 2439 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 597 members 
Mstep: Class 46 contains 6534 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 555 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22353 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 17581 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1671 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1729 members 
Mstep: Class 60 contains 20074 members 
Mstep: Class 61 contains 3672 members 
Mstep: Class 62 contains 3141 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26794 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12273 members 
Mstep: Class 67 contains 18833 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 24153 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 593 members 
Mstep: Class 73 contains 23068 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36278 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183604.000000 Penalty: 46349.105469
Iteration 183Q: 78 clusters Score -4.21836e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4914 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 21192 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 31931 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 1859 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 10711 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12077 members 
Mstep: Class 16 contains 739 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 45007 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21395 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2031 members 
Mstep: Class 24 contains 20928 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 20586 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17388 members 
Mstep: Class 32 contains 25071 members 
Mstep: Class 33 contains 16370 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9345 members 
Mstep: Class 36 contains 2850 members 
Mstep: Class 37 contains 941 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3254 members 
Mstep: Class 42 contains 2468 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6532 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 557 members 
Mstep: Class 50 contains 6981 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22377 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 17109 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1679 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1741 members 
Mstep: Class 60 contains 20115 members 
Mstep: Class 61 contains 3644 members 
Mstep: Class 62 contains 3143 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26797 members 
Mstep: Class 65 contains 946 members 
Mstep: Class 66 contains 12303 members 
Mstep: Class 67 contains 18106 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 24617 members 
Mstep: Class 71 contains 6075 members 
Mstep: Class 72 contains 659 members 
Mstep: Class 73 contains 22843 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36398 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183372.000000 Penalty: 46349.105469
Iteration 184Q: 78 clusters Score -4.218337e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 21178 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31953 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 734 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 44996 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 21391 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20914 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20701 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17355 members 
Mstep: Class 32 contains 25007 members 
Mstep: Class 33 contains 16467 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9463 members 
Mstep: Class 36 contains 2853 members 
Mstep: Class 37 contains 941 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3244 members 
Mstep: Class 42 contains 2505 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1281 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 560 members 
Mstep: Class 50 contains 7300 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22391 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 16624 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1688 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1749 members 
Mstep: Class 60 contains 20155 members 
Mstep: Class 61 contains 3610 members 
Mstep: Class 62 contains 3145 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26837 members 
Mstep: Class 65 contains 947 members 
Mstep: Class 66 contains 12338 members 
Mstep: Class 67 contains 17474 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 25014 members 
Mstep: Class 71 contains 6076 members 
Mstep: Class 72 contains 699 members 
Mstep: Class 73 contains 22697 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 236 members 
Mstep: Class 76 contains 36489 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183080.000000 Penalty: 46349.105469
Iteration 185Q: 78 clusters Score -4.218308e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 21168 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31966 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12085 members 
Mstep: Class 16 contains 726 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 44974 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 21393 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20889 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20732 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17313 members 
Mstep: Class 32 contains 24950 members 
Mstep: Class 33 contains 16538 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9571 members 
Mstep: Class 36 contains 2855 members 
Mstep: Class 37 contains 941 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3238 members 
Mstep: Class 42 contains 2545 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1281 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 561 members 
Mstep: Class 50 contains 7640 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22397 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 16159 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1698 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1750 members 
Mstep: Class 60 contains 20209 members 
Mstep: Class 61 contains 3579 members 
Mstep: Class 62 contains 3144 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26862 members 
Mstep: Class 65 contains 945 members 
Mstep: Class 66 contains 12365 members 
Mstep: Class 67 contains 16921 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 25367 members 
Mstep: Class 71 contains 6079 members 
Mstep: Class 72 contains 736 members 
Mstep: Class 73 contains 22631 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36549 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183144.000000 Penalty: 46349.105469
Iteration 186Q: 78 clusters Score -4.218314e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4908 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 21157 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31979 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 10952 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 719 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 44964 members 
Mstep: Class 19 contains 456 members 
Mstep: Class 20 contains 6314 members 
Mstep: Class 21 contains 21387 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 20857 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20797 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17279 members 
Mstep: Class 32 contains 24901 members 
Mstep: Class 33 contains 16634 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9700 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 942 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3228 members 
Mstep: Class 42 contains 2588 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6527 members 
Mstep: Class 47 contains 1282 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 7973 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22403 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 15734 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1710 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1750 members 
Mstep: Class 60 contains 20260 members 
Mstep: Class 61 contains 3558 members 
Mstep: Class 62 contains 3143 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26869 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 12386 members 
Mstep: Class 67 contains 16360 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 25647 members 
Mstep: Class 71 contains 6078 members 
Mstep: Class 72 contains 766 members 
Mstep: Class 73 contains 22542 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 233 members 
Mstep: Class 76 contains 36587 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183132.000000 Penalty: 46349.105469
Iteration 187Q: 78 clusters Score -4.218313e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 21146 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31989 members 
Mstep: Class 8 contains 4015 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12166 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 44954 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6313 members 
Mstep: Class 21 contains 21379 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20824 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20865 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17258 members 
Mstep: Class 32 contains 24856 members 
Mstep: Class 33 contains 16705 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9847 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 944 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3214 members 
Mstep: Class 42 contains 2630 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 567 members 
Mstep: Class 50 contains 8320 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22413 members 
Mstep: Class 53 contains 917 members 
Mstep: Class 54 contains 15341 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1722 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1749 members 
Mstep: Class 60 contains 20299 members 
Mstep: Class 61 contains 3532 members 
Mstep: Class 62 contains 3144 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26853 members 
Mstep: Class 65 contains 945 members 
Mstep: Class 66 contains 12412 members 
Mstep: Class 67 contains 15764 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 25896 members 
Mstep: Class 71 contains 6079 members 
Mstep: Class 72 contains 786 members 
Mstep: Class 73 contains 22456 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 232 members 
Mstep: Class 76 contains 36622 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183112.000000 Penalty: 46349.105469
Iteration 188Q: 78 clusters Score -4.218311e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 20917 members 
Mstep: Class 4 contains 21126 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31996 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11131 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12196 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 44945 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 21366 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20788 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20971 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17237 members 
Mstep: Class 32 contains 24822 members 
Mstep: Class 33 contains 16728 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 9986 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 945 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3199 members 
Mstep: Class 42 contains 2672 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6535 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 566 members 
Mstep: Class 50 contains 8677 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22445 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 15029 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1732 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1748 members 
Mstep: Class 60 contains 20335 members 
Mstep: Class 61 contains 3514 members 
Mstep: Class 62 contains 3146 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26866 members 
Mstep: Class 65 contains 946 members 
Mstep: Class 66 contains 12436 members 
Mstep: Class 67 contains 15129 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26119 members 
Mstep: Class 71 contains 6080 members 
Mstep: Class 72 contains 798 members 
Mstep: Class 73 contains 22381 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 232 members 
Mstep: Class 76 contains 36667 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182936.000000 Penalty: 46349.105469
Iteration 189Q: 78 clusters Score -4.218294e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 20916 members 
Mstep: Class 4 contains 21119 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32015 members 
Mstep: Class 8 contains 4005 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12216 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 44943 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6312 members 
Mstep: Class 21 contains 21347 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20769 members 
Mstep: Class 25 contains 192 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21090 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17212 members 
Mstep: Class 32 contains 24791 members 
Mstep: Class 33 contains 16762 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10083 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 946 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3184 members 
Mstep: Class 42 contains 2701 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1283 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 569 members 
Mstep: Class 50 contains 9055 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22476 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 14701 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1738 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 1749 members 
Mstep: Class 60 contains 20371 members 
Mstep: Class 61 contains 3500 members 
Mstep: Class 62 contains 3147 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26900 members 
Mstep: Class 65 contains 947 members 
Mstep: Class 66 contains 12447 members 
Mstep: Class 67 contains 14489 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26305 members 
Mstep: Class 71 contains 6082 members 
Mstep: Class 72 contains 814 members 
Mstep: Class 73 contains 22375 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36701 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182920.000000 Penalty: 46349.105469
Iteration 190Q: 78 clusters Score -4.218292e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20918 members 
Mstep: Class 4 contains 21092 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32033 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 1879 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11233 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 44950 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6310 members 
Mstep: Class 21 contains 21327 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20754 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21222 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17193 members 
Mstep: Class 32 contains 24769 members 
Mstep: Class 33 contains 16807 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10182 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 948 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 2720 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 570 members 
Mstep: Class 50 contains 9415 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22517 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 14366 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1743 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1742 members 
Mstep: Class 60 contains 20408 members 
Mstep: Class 61 contains 3488 members 
Mstep: Class 62 contains 3140 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26893 members 
Mstep: Class 65 contains 945 members 
Mstep: Class 66 contains 12455 members 
Mstep: Class 67 contains 13908 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26456 members 
Mstep: Class 71 contains 6080 members 
Mstep: Class 72 contains 825 members 
Mstep: Class 73 contains 22403 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36733 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182792.000000 Penalty: 46349.105469
Iteration 191Q: 78 clusters Score -4.218279e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20918 members 
Mstep: Class 4 contains 21054 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32056 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11262 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 44960 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 21301 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20734 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21224 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17165 members 
Mstep: Class 32 contains 24757 members 
Mstep: Class 33 contains 16802 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10293 members 
Mstep: Class 36 contains 2874 members 
Mstep: Class 37 contains 948 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3161 members 
Mstep: Class 42 contains 2755 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6532 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 570 members 
Mstep: Class 50 contains 9813 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22569 members 
Mstep: Class 53 contains 916 members 
Mstep: Class 54 contains 14042 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1749 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20424 members 
Mstep: Class 61 contains 3480 members 
Mstep: Class 62 contains 3143 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26901 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12483 members 
Mstep: Class 67 contains 13386 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26564 members 
Mstep: Class 71 contains 6081 members 
Mstep: Class 72 contains 828 members 
Mstep: Class 73 contains 22482 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36755 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182492.000000 Penalty: 46349.105469
Iteration 192Q: 78 clusters Score -4.218249e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 21022 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32088 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11318 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 44974 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 21276 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20728 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21174 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17148 members 
Mstep: Class 32 contains 24731 members 
Mstep: Class 33 contains 16820 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10408 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3149 members 
Mstep: Class 42 contains 2789 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6532 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 570 members 
Mstep: Class 50 contains 10224 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22617 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 13678 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1760 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1732 members 
Mstep: Class 60 contains 20441 members 
Mstep: Class 61 contains 3469 members 
Mstep: Class 62 contains 3144 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26873 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 12497 members 
Mstep: Class 67 contains 12889 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26719 members 
Mstep: Class 71 contains 6083 members 
Mstep: Class 72 contains 834 members 
Mstep: Class 73 contains 22508 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36756 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182512.000000 Penalty: 46349.105469
Iteration 193Q: 78 clusters Score -4.218251e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 20922 members 
Mstep: Class 4 contains 21004 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32131 members 
Mstep: Class 8 contains 3986 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 3387 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11390 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12427 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 44975 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 21251 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20730 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21142 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17145 members 
Mstep: Class 32 contains 24699 members 
Mstep: Class 33 contains 16886 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10511 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3137 members 
Mstep: Class 42 contains 2809 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6532 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 569 members 
Mstep: Class 50 contains 10607 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22660 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 13316 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1773 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1729 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3462 members 
Mstep: Class 62 contains 3149 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26826 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12511 members 
Mstep: Class 67 contains 12408 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 26869 members 
Mstep: Class 71 contains 6082 members 
Mstep: Class 72 contains 841 members 
Mstep: Class 73 contains 22496 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36763 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182324.000000 Penalty: 46349.105469
Iteration 194Q: 78 clusters Score -4.218232e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 20923 members 
Mstep: Class 4 contains 20980 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32169 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11474 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12534 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6467 members 
Mstep: Class 18 contains 44984 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21222 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20733 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 21018 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17134 members 
Mstep: Class 32 contains 24677 members 
Mstep: Class 33 contains 16920 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10639 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3129 members 
Mstep: Class 42 contains 2836 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 568 members 
Mstep: Class 50 contains 11012 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22723 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 12981 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1781 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1728 members 
Mstep: Class 60 contains 20456 members 
Mstep: Class 61 contains 3454 members 
Mstep: Class 62 contains 3148 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26769 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 12515 members 
Mstep: Class 67 contains 12001 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27046 members 
Mstep: Class 71 contains 6081 members 
Mstep: Class 72 contains 846 members 
Mstep: Class 73 contains 22433 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36737 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182464.000000 Penalty: 46349.105469
Iteration 195Q: 78 clusters Score -4.218246e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 20959 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32208 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11533 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 44993 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 21182 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20725 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 20887 members 
Mstep: Class 30 contains 519 members 
Mstep: Class 31 contains 17127 members 
Mstep: Class 32 contains 24664 members 
Mstep: Class 33 contains 16945 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10742 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3118 members 
Mstep: Class 42 contains 2860 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1287 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 570 members 
Mstep: Class 50 contains 11394 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22773 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 12643 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1789 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1729 members 
Mstep: Class 60 contains 20459 members 
Mstep: Class 61 contains 3446 members 
Mstep: Class 62 contains 3151 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26721 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12536 members 
Mstep: Class 67 contains 11636 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27269 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 845 members 
Mstep: Class 73 contains 22367 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36709 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182612.000000 Penalty: 46349.105469
Iteration 196Q: 78 clusters Score -4.218261e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 20937 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32244 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11562 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12713 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6513 members 
Mstep: Class 18 contains 44986 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21169 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20729 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20746 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17111 members 
Mstep: Class 32 contains 24648 members 
Mstep: Class 33 contains 16965 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10831 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3112 members 
Mstep: Class 42 contains 2880 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6525 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 572 members 
Mstep: Class 50 contains 11715 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22811 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 12308 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1799 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 1730 members 
Mstep: Class 60 contains 20459 members 
Mstep: Class 61 contains 3431 members 
Mstep: Class 62 contains 3156 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26712 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12565 members 
Mstep: Class 67 contains 11354 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27530 members 
Mstep: Class 71 contains 6088 members 
Mstep: Class 72 contains 847 members 
Mstep: Class 73 contains 22284 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36682 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182592.000000 Penalty: 46349.105469
Iteration 197Q: 78 clusters Score -4.218259e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 20912 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32270 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11581 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 44992 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21143 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20717 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20601 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17117 members 
Mstep: Class 32 contains 24629 members 
Mstep: Class 33 contains 16996 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10902 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 953 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3104 members 
Mstep: Class 42 contains 2900 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6522 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12042 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22831 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11994 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1807 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1731 members 
Mstep: Class 60 contains 20455 members 
Mstep: Class 61 contains 3428 members 
Mstep: Class 62 contains 3158 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26720 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12601 members 
Mstep: Class 67 contains 11116 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27766 members 
Mstep: Class 71 contains 6092 members 
Mstep: Class 72 contains 849 members 
Mstep: Class 73 contains 22231 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36637 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182544.000000 Penalty: 46349.105469
Iteration 198Q: 78 clusters Score -4.218254e+07 nChanged 1838
Entering ConstructFrom: 
Score: -42182544.000000 Penalty: 46349.105469
Entering ConstructFrom: 
Trying to split cluster 1 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -50710.628906 Penalty: 301.636017
	Iteration 0F: 2 clusters Score -50710.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50066.820312 Penalty: 603.272034
	Iteration 0F: 3 clusters Score -50066.82 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -50293.476562 Penalty: 603.272034
	Iteration 1F: 3 clusters Score -50293.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50332.886719 Penalty: 603.272034
	Iteration 2F: 3 clusters Score -50332.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50352.394531 Penalty: 603.272034
	Iteration 3Q: 3 clusters Score -50352.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50372.351562 Penalty: 603.272034
	Iteration 4Q: 3 clusters Score -50372.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -50387.203125 Penalty: 603.272034
	Iteration 5Q: 3 clusters Score -50387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -50400.097656 Penalty: 603.272034
	Iteration 6Q: 3 clusters Score -50400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -50414.445312 Penalty: 603.272034
	Iteration 7Q: 3 clusters Score -50414.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50428.992188 Penalty: 603.272034
	Iteration 8Q: 3 clusters Score -50428.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50437.328125 Penalty: 603.272034
	Iteration 9Q: 3 clusters Score -50437.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -50444.367188 Penalty: 603.272034
	Iteration 10Q: 3 clusters Score -50444.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -50448.699219 Penalty: 603.272034
	Iteration 11Q: 3 clusters Score -50448.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -50451.421875 Penalty: 603.272034
	Iteration 12Q: 3 clusters Score -50451.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -50457.378906 Penalty: 603.272034
	Iteration 13Q: 3 clusters Score -50457.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -50461.941406 Penalty: 603.272034
	Iteration 14Q: 3 clusters Score -50461.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -50463.968750 Penalty: 603.272034
	Iteration 15Q: 3 clusters Score -50463.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -50464.187500 Penalty: 603.272034
	Iteration 16Q: 3 clusters Score -50464.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -50464.187500 Penalty: 603.272034
	Iteration 17F: 3 clusters Score -50464.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -362012.625000 Penalty: 386.566620
	Iteration 0F: 2 clusters Score -362012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -358656.687500 Penalty: 773.133240
	Iteration 0F: 3 clusters Score -358656.7 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -359799.718750 Penalty: 773.133240
	Iteration 1F: 3 clusters Score -359799.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -359958.812500 Penalty: 773.133240
	Iteration 2F: 3 clusters Score -359958.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -360229.156250 Penalty: 773.133240
	Iteration 3F: 3 clusters Score -360229.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -360569.250000 Penalty: 773.133240
	Iteration 4F: 3 clusters Score -360569.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -360887.156250 Penalty: 773.133240
	Iteration 5F: 3 clusters Score -360887.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -361096.906250 Penalty: 773.133240
	Iteration 6F: 3 clusters Score -361096.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361239.500000 Penalty: 773.133240
	Iteration 7F: 3 clusters Score -361239.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -361339.218750 Penalty: 773.133240
	Iteration 8Q: 3 clusters Score -361339.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -361409.281250 Penalty: 773.133240
	Iteration 9Q: 3 clusters Score -361409.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -361472.062500 Penalty: 773.133240
	Iteration 10Q: 3 clusters Score -361472.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361528.625000 Penalty: 773.133240
	Iteration 11Q: 3 clusters Score -361528.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -361568.125000 Penalty: 773.133240
	Iteration 12Q: 3 clusters Score -361568.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -361603.375000 Penalty: 773.133240
	Iteration 13Q: 3 clusters Score -361603.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -361640.593750 Penalty: 773.133240
	Iteration 14Q: 3 clusters Score -361640.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -361673.125000 Penalty: 773.133240
	Iteration 15Q: 3 clusters Score -361673.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -361704.937500 Penalty: 773.133240
	Iteration 16Q: 3 clusters Score -361704.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -361738.906250 Penalty: 773.133240
	Iteration 17Q: 3 clusters Score -361738.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -361775.406250 Penalty: 773.133240
	Iteration 18Q: 3 clusters Score -361775.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -361805.312500 Penalty: 773.133240
	Iteration 19Q: 3 clusters Score -361805.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -361820.281250 Penalty: 773.133240
	Iteration 20F: 3 clusters Score -361820.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -361831.968750 Penalty: 773.133240
	Iteration 21Q: 3 clusters Score -361832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -361846.656250 Penalty: 773.133240
	Iteration 22Q: 3 clusters Score -361846.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -361861.093750 Penalty: 773.133240
	Iteration 23Q: 3 clusters Score -361861.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -361871.281250 Penalty: 773.133240
	Iteration 24Q: 3 clusters Score -361871.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -361879.000000 Penalty: 773.133240
	Iteration 25Q: 3 clusters Score -361879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -361888.843750 Penalty: 773.133240
	Iteration 26Q: 3 clusters Score -361888.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -361897.718750 Penalty: 773.133240
	Iteration 27Q: 3 clusters Score -361897.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -361901.812500 Penalty: 773.133240
	Iteration 28Q: 3 clusters Score -361901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -361902.812500 Penalty: 773.133240
	Iteration 29Q: 3 clusters Score -361902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -361905.000000 Penalty: 773.133240
	Iteration 30Q: 3 clusters Score -361905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -361906.781250 Penalty: 773.133240
	Iteration 31Q: 3 clusters Score -361906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -361908.250000 Penalty: 773.133240
	Iteration 32Q: 3 clusters Score -361908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -361909.187500 Penalty: 773.133240
	Iteration 33Q: 3 clusters Score -361909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -361909.750000 Penalty: 773.133240
	Iteration 34Q: 3 clusters Score -361909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -361909.750000 Penalty: 773.133240
	Iteration 35F: 3 clusters Score -361909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Entering Unmasked Estep 
Score: -1656129.625000 Penalty: 452.681091
	Iteration 0F: 2 clusters Score -1656130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1642247.625000 Penalty: 905.362183
	Iteration 0F: 3 clusters Score -1642248 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1648063.625000 Penalty: 905.362183
	Iteration 1F: 3 clusters Score -1648064 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1648638.750000 Penalty: 905.362183
	Iteration 2F: 3 clusters Score -1648639 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1649538.375000 Penalty: 905.362183
	Iteration 3F: 3 clusters Score -1649538 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1650863.625000 Penalty: 905.362183
	Iteration 4F: 3 clusters Score -1650864 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1652328.125000 Penalty: 905.362183
	Iteration 5F: 3 clusters Score -1652328 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1653581.000000 Penalty: 905.362183
	Iteration 6F: 3 clusters Score -1653581 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1654546.750000 Penalty: 905.362183
	Iteration 7Q: 3 clusters Score -1654547 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1655101.625000 Penalty: 905.362183
	Iteration 8Q: 3 clusters Score -1655102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1655369.250000 Penalty: 905.362183
	Iteration 9Q: 3 clusters Score -1655369 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1655525.750000 Penalty: 905.362183
	Iteration 10Q: 3 clusters Score -1655526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1655613.625000 Penalty: 905.362183
	Iteration 11Q: 3 clusters Score -1655614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1655663.250000 Penalty: 905.362183
	Iteration 12Q: 3 clusters Score -1655663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1655689.125000 Penalty: 905.362183
	Iteration 13Q: 3 clusters Score -1655689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1655707.250000 Penalty: 905.362183
	Iteration 14Q: 3 clusters Score -1655707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1655720.125000 Penalty: 905.362183
	Iteration 15Q: 3 clusters Score -1655720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1655728.875000 Penalty: 905.362183
	Iteration 16Q: 3 clusters Score -1655729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1655738.000000 Penalty: 905.362183
	Iteration 17Q: 3 clusters Score -1655738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1655744.500000 Penalty: 905.362183
	Iteration 18Q: 3 clusters Score -1655744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1655747.500000 Penalty: 905.362183
	Iteration 19Q: 3 clusters Score -1655748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1655749.750000 Penalty: 905.362183
	Iteration 20F: 3 clusters Score -1655750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1655750.375000 Penalty: 905.362183
	Iteration 21Q: 3 clusters Score -1655750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1655751.875000 Penalty: 905.362183
	Iteration 22Q: 3 clusters Score -1655752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1655758.250000 Penalty: 905.362183
	Iteration 23Q: 3 clusters Score -1655758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1655765.250000 Penalty: 905.362183
	Iteration 24Q: 3 clusters Score -1655765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1655767.875000 Penalty: 905.362183
	Iteration 25Q: 3 clusters Score -1655768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1655772.250000 Penalty: 905.362183
	Iteration 26Q: 3 clusters Score -1655772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1655776.375000 Penalty: 905.362183
	Iteration 27Q: 3 clusters Score -1655776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1655780.750000 Penalty: 905.362183
	Iteration 28Q: 3 clusters Score -1655781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1655785.500000 Penalty: 905.362183
	Iteration 29Q: 3 clusters Score -1655786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1655788.250000 Penalty: 905.362183
	Iteration 30Q: 3 clusters Score -1655788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1655791.750000 Penalty: 905.362183
	Iteration 31Q: 3 clusters Score -1655792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1655794.125000 Penalty: 905.362183
	Iteration 32Q: 3 clusters Score -1655794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1655798.000000 Penalty: 905.362183
	Iteration 33Q: 3 clusters Score -1655798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1655797.750000 Penalty: 905.362183
	Iteration 34Q: 3 clusters Score -1655798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1655797.500000 Penalty: 905.362183
	Iteration 35Q: 3 clusters Score -1655798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1655797.500000 Penalty: 905.362183
	Iteration 36F: 3 clusters Score -1655798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Entering Unmasked Estep 
Score: -1677078.375000 Penalty: 452.602753
	Iteration 0F: 2 clusters Score -1677078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1663163.750000 Penalty: 905.205505
	Iteration 0F: 3 clusters Score -1663164 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1668744.500000 Penalty: 905.205505
	Iteration 1F: 3 clusters Score -1668744 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1668955.875000 Penalty: 905.205505
	Iteration 2Q: 3 clusters Score -1668956 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1669320.500000 Penalty: 905.205505
	Iteration 3Q: 3 clusters Score -1669320 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1669887.500000 Penalty: 905.205505
	Iteration 4F: 3 clusters Score -1669888 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1670870.625000 Penalty: 905.205505
	Iteration 5F: 3 clusters Score -1670871 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1672344.250000 Penalty: 905.205505
	Iteration 6F: 3 clusters Score -1672344 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1674126.875000 Penalty: 905.205505
	Iteration 7F: 3 clusters Score -1674127 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1675579.750000 Penalty: 905.205505
	Iteration 8F: 3 clusters Score -1675580 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1676274.625000 Penalty: 905.205505
	Iteration 9Q: 3 clusters Score -1676275 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1676526.625000 Penalty: 905.205505
	Iteration 10Q: 3 clusters Score -1676527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1676596.500000 Penalty: 905.205505
	Iteration 11Q: 3 clusters Score -1676596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1676626.125000 Penalty: 905.205505
	Iteration 12Q: 3 clusters Score -1676626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1676647.125000 Penalty: 905.205505
	Iteration 13Q: 3 clusters Score -1676647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1676657.000000 Penalty: 905.205505
	Iteration 14Q: 3 clusters Score -1676657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1676668.250000 Penalty: 905.205505
	Iteration 15Q: 3 clusters Score -1676668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1676676.875000 Penalty: 905.205505
	Iteration 16Q: 3 clusters Score -1676677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1676682.750000 Penalty: 905.205505
	Iteration 17Q: 3 clusters Score -1676683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1676682.750000 Penalty: 905.205505
	Iteration 18F: 3 clusters Score -1676683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7191.000000 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7289.894043 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7289.894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7300.827148 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -7300.827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7300.827148 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -7300.827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44392.347656 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44392.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43791.593750 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43791.59 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44019.242188 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -44019.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44078.476562 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44078.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44111.515625 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44111.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44136.609375 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -44136.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44164.636719 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44164.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44190.449219 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44190.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44203.105469 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44203.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44210.000000 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44212.066406 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44212.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44212.847656 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44212.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44214.367188 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44214.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44216.246094 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44216.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44218.550781 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44218.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44219.972656 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44219.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44224.453125 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44224.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44226.101562 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44228.734375 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44228.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44232.265625 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -44232.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44236.332031 Penalty: 596.018188
	Iteration 19Q: 3 clusters Score -44236.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44238.769531 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -44238.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44241.238281 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -44241.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44242.679688 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -44242.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44243.910156 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -44243.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44246.273438 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -44246.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44246.707031 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -44246.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44246.707031 Penalty: 596.018188
	Iteration 26F: 3 clusters Score -44246.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Entering Unmasked Estep 
Score: -2586976.750000 Penalty: 472.417023
	Iteration 0F: 2 clusters Score -2586977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2567243.250000 Penalty: 944.834045
	Iteration 0F: 3 clusters Score -2567243 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2576250.000000 Penalty: 944.834045
	Iteration 1F: 3 clusters Score -2576250 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2576613.750000 Penalty: 944.834045
	Iteration 2Q: 3 clusters Score -2576614 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2577223.750000 Penalty: 944.834045
	Iteration 3Q: 3 clusters Score -2577224 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2578214.750000 Penalty: 944.834045
	Iteration 4F: 3 clusters Score -2578215 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2579645.000000 Penalty: 944.834045
	Iteration 5F: 3 clusters Score -2579645 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2581467.750000 Penalty: 944.834045
	Iteration 6F: 3 clusters Score -2581468 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2583402.000000 Penalty: 944.834045
	Iteration 7F: 3 clusters Score -2583402 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2584775.500000 Penalty: 944.834045
	Iteration 8Q: 3 clusters Score -2584776 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2585600.750000 Penalty: 944.834045
	Iteration 9Q: 3 clusters Score -2585601 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2586019.000000 Penalty: 944.834045
	Iteration 10Q: 3 clusters Score -2586019 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2586245.000000 Penalty: 944.834045
	Iteration 11Q: 3 clusters Score -2586245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2586342.500000 Penalty: 944.834045
	Iteration 12Q: 3 clusters Score -2586342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2586392.000000 Penalty: 944.834045
	Iteration 13Q: 3 clusters Score -2586392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2586431.250000 Penalty: 944.834045
	Iteration 14Q: 3 clusters Score -2586431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2586450.750000 Penalty: 944.834045
	Iteration 15Q: 3 clusters Score -2586451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2586464.500000 Penalty: 944.834045
	Iteration 16Q: 3 clusters Score -2586464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2586469.250000 Penalty: 944.834045
	Iteration 17Q: 3 clusters Score -2586469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2586473.000000 Penalty: 944.834045
	Iteration 18Q: 3 clusters Score -2586473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2586482.750000 Penalty: 944.834045
	Iteration 19Q: 3 clusters Score -2586483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2586493.250000 Penalty: 944.834045
	Iteration 20F: 3 clusters Score -2586493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2586508.000000 Penalty: 944.834045
	Iteration 21Q: 3 clusters Score -2586508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2586528.000000 Penalty: 944.834045
	Iteration 22Q: 3 clusters Score -2586528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2586546.000000 Penalty: 944.834045
	Iteration 23Q: 3 clusters Score -2586546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2586555.000000 Penalty: 944.834045
	Iteration 24Q: 3 clusters Score -2586555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2586554.250000 Penalty: 944.834045
	Iteration 25Q: 3 clusters Score -2586554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2586554.250000 Penalty: 944.834045
	Iteration 26F: 3 clusters Score -2586554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Entering Unmasked Estep 
Score: -281112.062500 Penalty: 377.105438
	Iteration 0F: 2 clusters Score -281112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -278344.375000 Penalty: 754.210876
	Iteration 0F: 3 clusters Score -278344.4 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -279482.687500 Penalty: 754.210876
	Iteration 1F: 3 clusters Score -279482.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -279741.062500 Penalty: 754.210876
	Iteration 2F: 3 clusters Score -279741.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -279948.156250 Penalty: 754.210876
	Iteration 3F: 3 clusters Score -279948.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -280102.968750 Penalty: 754.210876
	Iteration 4F: 3 clusters Score -280103 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -280202.093750 Penalty: 754.210876
	Iteration 5Q: 3 clusters Score -280202.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280292.718750 Penalty: 754.210876
	Iteration 6Q: 3 clusters Score -280292.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -280378.937500 Penalty: 754.210876
	Iteration 7Q: 3 clusters Score -280378.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280456.031250 Penalty: 754.210876
	Iteration 8Q: 3 clusters Score -280456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -280529.750000 Penalty: 754.210876
	Iteration 9Q: 3 clusters Score -280529.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -280608.437500 Penalty: 754.210876
	Iteration 10Q: 3 clusters Score -280608.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -280671.875000 Penalty: 754.210876
	Iteration 11Q: 3 clusters Score -280671.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -280713.312500 Penalty: 754.210876
	Iteration 12Q: 3 clusters Score -280713.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -280740.343750 Penalty: 754.210876
	Iteration 13Q: 3 clusters Score -280740.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -280763.187500 Penalty: 754.210876
	Iteration 14Q: 3 clusters Score -280763.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -280784.187500 Penalty: 754.210876
	Iteration 15Q: 3 clusters Score -280784.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -280804.812500 Penalty: 754.210876
	Iteration 16Q: 3 clusters Score -280804.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -280816.250000 Penalty: 754.210876
	Iteration 17Q: 3 clusters Score -280816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -280824.000000 Penalty: 754.210876
	Iteration 18Q: 3 clusters Score -280824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -280828.781250 Penalty: 754.210876
	Iteration 19Q: 3 clusters Score -280828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -280831.687500 Penalty: 754.210876
	Iteration 20F: 3 clusters Score -280831.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -280834.968750 Penalty: 754.210876
	Iteration 21Q: 3 clusters Score -280835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -280839.250000 Penalty: 754.210876
	Iteration 22Q: 3 clusters Score -280839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -280843.031250 Penalty: 754.210876
	Iteration 23Q: 3 clusters Score -280843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -280845.562500 Penalty: 754.210876
	Iteration 24Q: 3 clusters Score -280845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -280849.031250 Penalty: 754.210876
	Iteration 25Q: 3 clusters Score -280849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -280852.937500 Penalty: 754.210876
	Iteration 26Q: 3 clusters Score -280852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -280854.312500 Penalty: 754.210876
	Iteration 27Q: 3 clusters Score -280854.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -280854.500000 Penalty: 754.210876
	Iteration 28Q: 3 clusters Score -280854.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -280854.500000 Penalty: 754.210876
	Iteration 29F: 3 clusters Score -280854.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -135538.328125 Penalty: 342.831696
	Iteration 0F: 2 clusters Score -135538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134168.140625 Penalty: 685.663391
	Iteration 0F: 3 clusters Score -134168.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134767.406250 Penalty: 685.663391
	Iteration 1F: 3 clusters Score -134767.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -134912.250000 Penalty: 685.663391
	Iteration 2F: 3 clusters Score -134912.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -135046.859375 Penalty: 685.663391
	Iteration 3F: 3 clusters Score -135046.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -135146.031250 Penalty: 685.663391
	Iteration 4Q: 3 clusters Score -135146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -135196.812500 Penalty: 685.663391
	Iteration 5Q: 3 clusters Score -135196.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -135219.609375 Penalty: 685.663391
	Iteration 6Q: 3 clusters Score -135219.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -135232.703125 Penalty: 685.663391
	Iteration 7Q: 3 clusters Score -135232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -135240.453125 Penalty: 685.663391
	Iteration 8Q: 3 clusters Score -135240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -135255.515625 Penalty: 685.663391
	Iteration 9Q: 3 clusters Score -135255.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -135263.750000 Penalty: 685.663391
	Iteration 10Q: 3 clusters Score -135263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -135273.718750 Penalty: 685.663391
	Iteration 11Q: 3 clusters Score -135273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -135274.390625 Penalty: 685.663391
	Iteration 12Q: 3 clusters Score -135274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -135274.390625 Penalty: 685.663391
	Iteration 13F: 3 clusters Score -135274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -248114.250000 Penalty: 369.904297
	Iteration 0F: 2 clusters Score -248114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -245778.156250 Penalty: 739.808594
	Iteration 0F: 3 clusters Score -245778.2 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -246568.265625 Penalty: 739.808594
	Iteration 1F: 3 clusters Score -246568.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -246669.843750 Penalty: 739.808594
	Iteration 2F: 3 clusters Score -246669.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -246758.156250 Penalty: 739.808594
	Iteration 3F: 3 clusters Score -246758.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -246855.781250 Penalty: 739.808594
	Iteration 4F: 3 clusters Score -246855.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -246993.718750 Penalty: 739.808594
	Iteration 5F: 3 clusters Score -246993.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -247154.421875 Penalty: 739.808594
	Iteration 6F: 3 clusters Score -247154.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -247310.937500 Penalty: 739.808594
	Iteration 7F: 3 clusters Score -247310.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -247477.171875 Penalty: 739.808594
	Iteration 8F: 3 clusters Score -247477.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -247603.640625 Penalty: 739.808594
	Iteration 9Q: 3 clusters Score -247603.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -247677.843750 Penalty: 739.808594
	Iteration 10Q: 3 clusters Score -247677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -247720.171875 Penalty: 739.808594
	Iteration 11Q: 3 clusters Score -247720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -247745.140625 Penalty: 739.808594
	Iteration 12Q: 3 clusters Score -247745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -247760.234375 Penalty: 739.808594
	Iteration 13Q: 3 clusters Score -247760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -247780.187500 Penalty: 739.808594
	Iteration 14Q: 3 clusters Score -247780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -247795.562500 Penalty: 739.808594
	Iteration 15Q: 3 clusters Score -247795.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -247808.265625 Penalty: 739.808594
	Iteration 16Q: 3 clusters Score -247808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -247809.453125 Penalty: 739.808594
	Iteration 17Q: 3 clusters Score -247809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -247811.093750 Penalty: 739.808594
	Iteration 18Q: 3 clusters Score -247811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -247812.296875 Penalty: 739.808594
	Iteration 19Q: 3 clusters Score -247812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -247813.921875 Penalty: 739.808594
	Iteration 20F: 3 clusters Score -247813.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -247816.250000 Penalty: 739.808594
	Iteration 21Q: 3 clusters Score -247816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -247819.234375 Penalty: 739.808594
	Iteration 22Q: 3 clusters Score -247819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -247819.546875 Penalty: 739.808594
	Iteration 23Q: 3 clusters Score -247819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -247819.546875 Penalty: 739.808594
	Iteration 24F: 3 clusters Score -247819.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -11180.510742 Penalty: 258.911346
	Iteration 0F: 2 clusters Score -11180.51 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 144 members 
Entering Unmasked Estep 
Score: -10853.360352 Penalty: 517.822693
	Iteration 0F: 3 clusters Score -10853.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10963.201172 Penalty: 517.822693
	Iteration 1F: 3 clusters Score -10963.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11005.905273 Penalty: 517.822693
	Iteration 2F: 3 clusters Score -11005.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11040.100586 Penalty: 517.822693
	Iteration 3F: 3 clusters Score -11040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11053.754883 Penalty: 517.822693
	Iteration 4Q: 3 clusters Score -11053.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11072.351562 Penalty: 517.822693
	Iteration 5Q: 3 clusters Score -11072.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11087.518555 Penalty: 517.822693
	Iteration 6Q: 3 clusters Score -11087.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11096.094727 Penalty: 517.822693
	Iteration 7Q: 3 clusters Score -11096.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11108.113281 Penalty: 517.822693
	Iteration 8Q: 3 clusters Score -11108.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11113.624023 Penalty: 517.822693
	Iteration 9Q: 3 clusters Score -11113.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11118.973633 Penalty: 517.822693
	Iteration 10Q: 3 clusters Score -11118.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11133.776367 Penalty: 517.822693
	Iteration 11Q: 3 clusters Score -11133.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11152.929688 Penalty: 517.822693
	Iteration 12Q: 3 clusters Score -11152.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11157.490234 Penalty: 517.822693
	Iteration 13Q: 3 clusters Score -11157.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11162.462891 Penalty: 517.822693
	Iteration 14Q: 3 clusters Score -11162.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11166.881836 Penalty: 517.822693
	Iteration 15Q: 3 clusters Score -11166.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11168.990234 Penalty: 517.822693
	Iteration 16Q: 3 clusters Score -11168.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11170.152344 Penalty: 517.822693
	Iteration 17Q: 3 clusters Score -11170.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11170.152344 Penalty: 517.822693
	Iteration 18F: 3 clusters Score -11170.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -13800.479492 Penalty: 251.226471
	Iteration 0F: 2 clusters Score -13800.48 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 126 members 
Entering Unmasked Estep 
Score: -13478.207031 Penalty: 502.452942
	Iteration 0F: 3 clusters Score -13478.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13623.544922 Penalty: 502.452942
	Iteration 1F: 3 clusters Score -13623.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13672.768555 Penalty: 502.452942
	Iteration 2F: 3 clusters Score -13672.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13716.447266 Penalty: 502.452942
	Iteration 3Q: 3 clusters Score -13716.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13756.053711 Penalty: 502.452942
	Iteration 4Q: 3 clusters Score -13756.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13774.153320 Penalty: 502.452942
	Iteration 5Q: 3 clusters Score -13774.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13785.655273 Penalty: 502.452942
	Iteration 6Q: 3 clusters Score -13785.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13786.880859 Penalty: 502.452942
	Iteration 7Q: 3 clusters Score -13786.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13788.093750 Penalty: 502.452942
	Iteration 8Q: 3 clusters Score -13788.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13789.799805 Penalty: 502.452942
	Iteration 9Q: 3 clusters Score -13789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13795.216797 Penalty: 502.452942
	Iteration 10Q: 3 clusters Score -13795.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13818.160156 Penalty: 502.452942
	Iteration 11Q: 3 clusters Score -13818.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13846.018555 Penalty: 502.452942
	Iteration 12Q: 3 clusters Score -13846.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13860.991211 Penalty: 502.452942
	Iteration 13Q: 3 clusters Score -13860.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13879.029297 Penalty: 502.452942
	Iteration 14Q: 3 clusters Score -13879.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13893.221680 Penalty: 502.452942
	Iteration 15Q: 3 clusters Score -13893.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13896.872070 Penalty: 502.452942
	Iteration 16Q: 3 clusters Score -13896.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13910.146484 Penalty: 502.452942
	Iteration 17Q: 3 clusters Score -13910.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13910.531250 Penalty: 502.452942
	Iteration 18F: 3 clusters Score -13910.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13914.289062 Penalty: 502.452942
	Iteration 19Q: 3 clusters Score -13914.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13915.145508 Penalty: 502.452942
	Iteration 20F: 3 clusters Score -13915.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 142 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 24608 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 108 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182284.000000 Penalty: 46951.042969
Splitting cluster 12 changes total score from -42182544.000000 to -42182284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -953262.625000 Penalty: 425.847137
	Iteration 0F: 2 clusters Score -953262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -945641.250000 Penalty: 851.694275
	Iteration 0F: 3 clusters Score -945641.2 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -948626.812500 Penalty: 851.694275
	Iteration 1F: 3 clusters Score -948626.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -948857.375000 Penalty: 851.694275
	Iteration 2F: 3 clusters Score -948857.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -949245.812500 Penalty: 851.694275
	Iteration 3F: 3 clusters Score -949245.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -949804.375000 Penalty: 851.694275
	Iteration 4F: 3 clusters Score -949804.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -950485.062500 Penalty: 851.694275
	Iteration 5F: 3 clusters Score -950485.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -951140.187500 Penalty: 851.694275
	Iteration 6F: 3 clusters Score -951140.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -951684.687500 Penalty: 851.694275
	Iteration 7F: 3 clusters Score -951684.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -952107.500000 Penalty: 851.694275
	Iteration 8Q: 3 clusters Score -952107.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -952420.125000 Penalty: 851.694275
	Iteration 9Q: 3 clusters Score -952420.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -952605.500000 Penalty: 851.694275
	Iteration 10Q: 3 clusters Score -952605.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -952720.687500 Penalty: 851.694275
	Iteration 11Q: 3 clusters Score -952720.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -952792.375000 Penalty: 851.694275
	Iteration 12Q: 3 clusters Score -952792.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -952827.500000 Penalty: 851.694275
	Iteration 13Q: 3 clusters Score -952827.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -952841.750000 Penalty: 851.694275
	Iteration 14Q: 3 clusters Score -952841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -952849.875000 Penalty: 851.694275
	Iteration 15Q: 3 clusters Score -952849.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -952865.125000 Penalty: 851.694275
	Iteration 16Q: 3 clusters Score -952865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -952871.937500 Penalty: 851.694275
	Iteration 17Q: 3 clusters Score -952871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -952881.687500 Penalty: 851.694275
	Iteration 18Q: 3 clusters Score -952881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -952888.000000 Penalty: 851.694275
	Iteration 19Q: 3 clusters Score -952888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -952893.312500 Penalty: 851.694275
	Iteration 20F: 3 clusters Score -952893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -952899.812500 Penalty: 851.694275
	Iteration 21Q: 3 clusters Score -952899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -952902.000000 Penalty: 851.694275
	Iteration 22Q: 3 clusters Score -952902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -952904.750000 Penalty: 851.694275
	Iteration 23Q: 3 clusters Score -952904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -952905.937500 Penalty: 851.694275
	Iteration 24Q: 3 clusters Score -952905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -952905.937500 Penalty: 851.694275
	Iteration 25F: 3 clusters Score -952905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 133 members 
Entering Unmasked Estep 
Score: -18897.697266 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18897.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18982.166016 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18982.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -19001.376953 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19001.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19008.986328 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -19008.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19017.384766 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19017.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19023.857422 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19023.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19028.572266 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19028.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19033.027344 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19033.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19034.291016 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19034.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19040.363281 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -19040.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19044.296875 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -19044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19045.583984 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -19045.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19046.169922 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -19046.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -19046.169922 Penalty: 514.056702
	Iteration 13F: 3 clusters Score -19046.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Entering Unmasked Estep 
Score: -1048041.562500 Penalty: 430.149506
	Iteration 0F: 2 clusters Score -1048042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1039623.000000 Penalty: 860.299011
	Iteration 0F: 3 clusters Score -1039623 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1042894.562500 Penalty: 860.299011
	Iteration 1F: 3 clusters Score -1042895 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1043162.375000 Penalty: 860.299011
	Iteration 2F: 3 clusters Score -1043162 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1043561.687500 Penalty: 860.299011
	Iteration 3F: 3 clusters Score -1043562 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1044185.875000 Penalty: 860.299011
	Iteration 4F: 3 clusters Score -1044186 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1045072.000000 Penalty: 860.299011
	Iteration 5F: 3 clusters Score -1045072 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1046010.437500 Penalty: 860.299011
	Iteration 6F: 3 clusters Score -1046010 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1046741.500000 Penalty: 860.299011
	Iteration 7F: 3 clusters Score -1046742 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1047182.187500 Penalty: 860.299011
	Iteration 8Q: 3 clusters Score -1047182 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1047416.187500 Penalty: 860.299011
	Iteration 9Q: 3 clusters Score -1047416 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1047534.750000 Penalty: 860.299011
	Iteration 10Q: 3 clusters Score -1047535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1047596.375000 Penalty: 860.299011
	Iteration 11Q: 3 clusters Score -1047596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1047641.250000 Penalty: 860.299011
	Iteration 12Q: 3 clusters Score -1047641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1047657.562500 Penalty: 860.299011
	Iteration 13Q: 3 clusters Score -1047658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1047677.812500 Penalty: 860.299011
	Iteration 14Q: 3 clusters Score -1047678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1047686.750000 Penalty: 860.299011
	Iteration 15Q: 3 clusters Score -1047687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1047688.562500 Penalty: 860.299011
	Iteration 16Q: 3 clusters Score -1047689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1047688.562500 Penalty: 860.299011
	Iteration 17F: 3 clusters Score -1047689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -55188.500000 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -55188.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54549.210938 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -54549.21 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54728.785156 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -54728.79 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54783.097656 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -54783.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -54800.250000 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -54800.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54812.593750 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -54812.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54822.472656 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -54822.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54827.324219 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -54827.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54829.175781 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -54829.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -54829.664062 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -54829.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54830.277344 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -54830.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54832.070312 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -54832.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -54834.675781 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -54834.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54836.875000 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -54836.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54843.492188 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -54843.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54848.308594 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -54848.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54851.609375 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -54851.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54853.324219 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -54853.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54854.828125 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -54854.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54855.496094 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -54855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -54857.675781 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -54857.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54860.636719 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -54860.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54861.535156 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -54861.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54861.882812 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -54861.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -54863.425781 Penalty: 597.950317
	Iteration 23Q: 3 clusters Score -54863.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -54864.882812 Penalty: 597.950317
	Iteration 24Q: 3 clusters Score -54864.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54866.234375 Penalty: 597.950317
	Iteration 25Q: 3 clusters Score -54866.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54868.835938 Penalty: 597.950317
	Iteration 26Q: 3 clusters Score -54868.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54874.652344 Penalty: 597.950317
	Iteration 27Q: 3 clusters Score -54874.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -54876.636719 Penalty: 597.950317
	Iteration 28Q: 3 clusters Score -54876.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54877.242188 Penalty: 597.950317
	Iteration 29Q: 3 clusters Score -54877.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54877.964844 Penalty: 597.950317
	Iteration 30Q: 3 clusters Score -54877.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54877.964844 Penalty: 597.950317
	Iteration 31F: 3 clusters Score -54877.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -534364.000000 Penalty: 399.964172
	Iteration 0F: 2 clusters Score -534364 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 3341 members 
Entering Unmasked Estep 
Score: -530025.437500 Penalty: 799.928345
	Iteration 0F: 3 clusters Score -530025.4 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -531635.375000 Penalty: 799.928345
	Iteration 1F: 3 clusters Score -531635.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -531798.875000 Penalty: 799.928345
	Iteration 2F: 3 clusters Score -531798.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -532051.000000 Penalty: 799.928345
	Iteration 3F: 3 clusters Score -532051 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -532442.687500 Penalty: 799.928345
	Iteration 4F: 3 clusters Score -532442.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -532934.875000 Penalty: 799.928345
	Iteration 5F: 3 clusters Score -532934.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -533464.000000 Penalty: 799.928345
	Iteration 6F: 3 clusters Score -533464 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -533796.250000 Penalty: 799.928345
	Iteration 7Q: 3 clusters Score -533796.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -533918.937500 Penalty: 799.928345
	Iteration 8Q: 3 clusters Score -533918.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -533959.500000 Penalty: 799.928345
	Iteration 9Q: 3 clusters Score -533959.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -533991.062500 Penalty: 799.928345
	Iteration 10Q: 3 clusters Score -533991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -534003.812500 Penalty: 799.928345
	Iteration 11Q: 3 clusters Score -534003.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -534007.062500 Penalty: 799.928345
	Iteration 12Q: 3 clusters Score -534007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -534007.562500 Penalty: 799.928345
	Iteration 13Q: 3 clusters Score -534007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -534008.000000 Penalty: 799.928345
	Iteration 14Q: 3 clusters Score -534008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -534008.000000 Penalty: 799.928345
	Iteration 15F: 3 clusters Score -534008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -3418843.250000 Penalty: 487.493896
	Iteration 0F: 2 clusters Score -3418843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3389613.000000 Penalty: 974.987793
	Iteration 0F: 3 clusters Score -3389613 nChanged 21554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3404335.750000 Penalty: 974.987793
	Iteration 1F: 3 clusters Score -3404336 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3406040.500000 Penalty: 974.987793
	Iteration 2F: 3 clusters Score -3406040 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3407676.500000 Penalty: 974.987793
	Iteration 3F: 3 clusters Score -3407676 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3409358.750000 Penalty: 974.987793
	Iteration 4F: 3 clusters Score -3409359 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3411167.000000 Penalty: 974.987793
	Iteration 5F: 3 clusters Score -3411167 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3413070.250000 Penalty: 974.987793
	Iteration 6Q: 3 clusters Score -3413070 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3415233.250000 Penalty: 974.987793
	Iteration 7Q: 3 clusters Score -3415233 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3416853.500000 Penalty: 974.987793
	Iteration 8Q: 3 clusters Score -3416854 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3417678.250000 Penalty: 974.987793
	Iteration 9Q: 3 clusters Score -3417678 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3418019.500000 Penalty: 974.987793
	Iteration 10Q: 3 clusters Score -3418020 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3418235.000000 Penalty: 974.987793
	Iteration 11Q: 3 clusters Score -3418235 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3418338.000000 Penalty: 974.987793
	Iteration 12Q: 3 clusters Score -3418338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3418390.250000 Penalty: 974.987793
	Iteration 13Q: 3 clusters Score -3418390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3418406.000000 Penalty: 974.987793
	Iteration 14Q: 3 clusters Score -3418406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3418417.500000 Penalty: 974.987793
	Iteration 15Q: 3 clusters Score -3418418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3418434.000000 Penalty: 974.987793
	Iteration 16Q: 3 clusters Score -3418434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3418441.500000 Penalty: 974.987793
	Iteration 17Q: 3 clusters Score -3418442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3418444.500000 Penalty: 974.987793
	Iteration 18Q: 3 clusters Score -3418444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418444.500000 Penalty: 974.987793
	Iteration 19Q: 3 clusters Score -3418444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3418445.500000 Penalty: 974.987793
	Iteration 20F: 3 clusters Score -3418446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3418452.750000 Penalty: 974.987793
	Iteration 21Q: 3 clusters Score -3418453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3418460.000000 Penalty: 974.987793
	Iteration 22Q: 3 clusters Score -3418460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418461.250000 Penalty: 974.987793
	Iteration 23Q: 3 clusters Score -3418461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3418469.500000 Penalty: 974.987793
	Iteration 24Q: 3 clusters Score -3418470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3418472.000000 Penalty: 974.987793
	Iteration 25Q: 3 clusters Score -3418472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3418472.250000 Penalty: 974.987793
	Iteration 26Q: 3 clusters Score -3418472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3418478.250000 Penalty: 974.987793
	Iteration 27Q: 3 clusters Score -3418478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3418484.250000 Penalty: 974.987793
	Iteration 28Q: 3 clusters Score -3418484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3418484.750000 Penalty: 974.987793
	Iteration 29Q: 3 clusters Score -3418485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3418487.500000 Penalty: 974.987793
	Iteration 30Q: 3 clusters Score -3418488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3418493.250000 Penalty: 974.987793
	Iteration 31Q: 3 clusters Score -3418493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3418494.750000 Penalty: 974.987793
	Iteration 32Q: 3 clusters Score -3418495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418501.000000 Penalty: 974.987793
	Iteration 33Q: 3 clusters Score -3418501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3418508.250000 Penalty: 974.987793
	Iteration 34Q: 3 clusters Score -3418508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418505.750000 Penalty: 974.987793
	Iteration 35Q: 3 clusters Score -3418506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3418505.250000 Penalty: 974.987793
	Iteration 36Q: 3 clusters Score -3418505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418504.750000 Penalty: 974.987793
	Iteration 37Q: 3 clusters Score -3418505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3418504.750000 Penalty: 974.987793
	Iteration 38F: 3 clusters Score -3418505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.710938 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.71 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 225 members 
Entering Unmasked Estep 
Score: -26606.433594 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26606.43 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26746.107422 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26746.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26829.044922 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26829.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26891.488281 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26891.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26920.390625 Penalty: 557.545105
	Iteration 4F: 3 clusters Score -26920.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26935.953125 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26935.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26947.597656 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26957.365234 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26957.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26963.019531 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26963.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26965.412109 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26965.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26968.314453 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26968.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26968.429688 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26968.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26968.429688 Penalty: 557.545105
	Iteration 12F: 3 clusters Score -26968.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -490990.875000 Penalty: 398.083954
	Iteration 0F: 2 clusters Score -490990.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -486809.437500 Penalty: 796.167908
	Iteration 0F: 3 clusters Score -486809.4 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -488492.468750 Penalty: 796.167908
	Iteration 1F: 3 clusters Score -488492.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -488703.875000 Penalty: 796.167908
	Iteration 2F: 3 clusters Score -488703.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -488920.750000 Penalty: 796.167908
	Iteration 3F: 3 clusters Score -488920.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -489168.218750 Penalty: 796.167908
	Iteration 4F: 3 clusters Score -489168.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -489462.593750 Penalty: 796.167908
	Iteration 5F: 3 clusters Score -489462.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -489786.781250 Penalty: 796.167908
	Iteration 6F: 3 clusters Score -489786.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -490062.656250 Penalty: 796.167908
	Iteration 7Q: 3 clusters Score -490062.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -490296.843750 Penalty: 796.167908
	Iteration 8Q: 3 clusters Score -490296.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -490444.281250 Penalty: 796.167908
	Iteration 9Q: 3 clusters Score -490444.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -490532.312500 Penalty: 796.167908
	Iteration 10Q: 3 clusters Score -490532.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -490569.656250 Penalty: 796.167908
	Iteration 11Q: 3 clusters Score -490569.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -490589.250000 Penalty: 796.167908
	Iteration 12Q: 3 clusters Score -490589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -490604.937500 Penalty: 796.167908
	Iteration 13Q: 3 clusters Score -490604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -490615.156250 Penalty: 796.167908
	Iteration 14Q: 3 clusters Score -490615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -490623.250000 Penalty: 796.167908
	Iteration 15Q: 3 clusters Score -490623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -490629.906250 Penalty: 796.167908
	Iteration 16Q: 3 clusters Score -490629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -490633.843750 Penalty: 796.167908
	Iteration 17Q: 3 clusters Score -490633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -490635.250000 Penalty: 796.167908
	Iteration 18Q: 3 clusters Score -490635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -490638.906250 Penalty: 796.167908
	Iteration 19Q: 3 clusters Score -490638.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -490643.000000 Penalty: 796.167908
	Iteration 20F: 3 clusters Score -490643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -490644.187500 Penalty: 796.167908
	Iteration 21Q: 3 clusters Score -490644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -490644.031250 Penalty: 796.167908
	Iteration 22Q: 3 clusters Score -490644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -490644.031250 Penalty: 796.167908
	Iteration 23F: 3 clusters Score -490644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Entering Unmasked Estep 
Score: -1686115.000000 Penalty: 453.085754
	Iteration 0F: 2 clusters Score -1686115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1672136.500000 Penalty: 906.171509
	Iteration 0F: 3 clusters Score -1672136 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1678452.125000 Penalty: 906.171509
	Iteration 1F: 3 clusters Score -1678452 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1679141.750000 Penalty: 906.171509
	Iteration 2F: 3 clusters Score -1679142 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1680203.375000 Penalty: 906.171509
	Iteration 3F: 3 clusters Score -1680203 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1681461.250000 Penalty: 906.171509
	Iteration 4F: 3 clusters Score -1681461 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1682269.625000 Penalty: 906.171509
	Iteration 5F: 3 clusters Score -1682270 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1682598.375000 Penalty: 906.171509
	Iteration 6Q: 3 clusters Score -1682598 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1682796.375000 Penalty: 906.171509
	Iteration 7Q: 3 clusters Score -1682796 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1682975.625000 Penalty: 906.171509
	Iteration 8Q: 3 clusters Score -1682976 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1683132.125000 Penalty: 906.171509
	Iteration 9Q: 3 clusters Score -1683132 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1683300.625000 Penalty: 906.171509
	Iteration 10Q: 3 clusters Score -1683301 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1683457.625000 Penalty: 906.171509
	Iteration 11Q: 3 clusters Score -1683458 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1683622.625000 Penalty: 906.171509
	Iteration 12Q: 3 clusters Score -1683623 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1683783.375000 Penalty: 906.171509
	Iteration 13Q: 3 clusters Score -1683783 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1683936.750000 Penalty: 906.171509
	Iteration 14Q: 3 clusters Score -1683937 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1684092.125000 Penalty: 906.171509
	Iteration 15Q: 3 clusters Score -1684092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1684246.625000 Penalty: 906.171509
	Iteration 16Q: 3 clusters Score -1684247 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1684410.125000 Penalty: 906.171509
	Iteration 17Q: 3 clusters Score -1684410 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1684571.125000 Penalty: 906.171509
	Iteration 18Q: 3 clusters Score -1684571 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1684724.750000 Penalty: 906.171509
	Iteration 19Q: 3 clusters Score -1684725 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1684876.750000 Penalty: 906.171509
	Iteration 20F: 3 clusters Score -1684877 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1685025.500000 Penalty: 906.171509
	Iteration 21Q: 3 clusters Score -1685026 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1685128.625000 Penalty: 906.171509
	Iteration 22Q: 3 clusters Score -1685129 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1685216.375000 Penalty: 906.171509
	Iteration 23Q: 3 clusters Score -1685216 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1685299.500000 Penalty: 906.171509
	Iteration 24Q: 3 clusters Score -1685300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1685378.250000 Penalty: 906.171509
	Iteration 25Q: 3 clusters Score -1685378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1685441.750000 Penalty: 906.171509
	Iteration 26Q: 3 clusters Score -1685442 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1685500.375000 Penalty: 906.171509
	Iteration 27Q: 3 clusters Score -1685500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1685549.250000 Penalty: 906.171509
	Iteration 28Q: 3 clusters Score -1685549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1685585.750000 Penalty: 906.171509
	Iteration 29Q: 3 clusters Score -1685586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1685611.000000 Penalty: 906.171509
	Iteration 30Q: 3 clusters Score -1685611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1685624.000000 Penalty: 906.171509
	Iteration 31Q: 3 clusters Score -1685624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1685633.125000 Penalty: 906.171509
	Iteration 32Q: 3 clusters Score -1685633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1685647.500000 Penalty: 906.171509
	Iteration 33Q: 3 clusters Score -1685648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1685654.000000 Penalty: 906.171509
	Iteration 34Q: 3 clusters Score -1685654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1685654.250000 Penalty: 906.171509
	Iteration 35Q: 3 clusters Score -1685654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1685656.000000 Penalty: 906.171509
	Iteration 36Q: 3 clusters Score -1685656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1685659.000000 Penalty: 906.171509
	Iteration 37Q: 3 clusters Score -1685659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1685660.000000 Penalty: 906.171509
	Iteration 38Q: 3 clusters Score -1685660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1685664.875000 Penalty: 906.171509
	Iteration 39Q: 3 clusters Score -1685665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1685671.250000 Penalty: 906.171509
	Iteration 40F: 3 clusters Score -1685671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1685676.625000 Penalty: 906.171509
	Iteration 41Q: 3 clusters Score -1685677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1685682.375000 Penalty: 906.171509
	Iteration 42Q: 3 clusters Score -1685682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1685682.625000 Penalty: 906.171509
	Iteration 43Q: 3 clusters Score -1685683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1685681.750000 Penalty: 906.171509
	Iteration 44Q: 3 clusters Score -1685682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1685684.625000 Penalty: 906.171509
	Iteration 45Q: 3 clusters Score -1685685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1685685.750000 Penalty: 906.171509
	Iteration 46Q: 3 clusters Score -1685686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1685685.375000 Penalty: 906.171509
	Iteration 47Q: 3 clusters Score -1685685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1685685.375000 Penalty: 906.171509
	Iteration 48F: 3 clusters Score -1685685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8380.446289 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8380.446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8421.521484 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8421.521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8433.805664 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8433.806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8441.135742 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8441.136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8446.250977 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8446.251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8447.421875 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8447.422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8447.421875 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -8447.422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -145929.515625 Penalty: 346.406281
	Iteration 0F: 2 clusters Score -145929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144503.296875 Penalty: 692.812561
	Iteration 0F: 3 clusters Score -144503.3 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144949.906250 Penalty: 692.812561
	Iteration 1F: 3 clusters Score -144949.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -145062.390625 Penalty: 692.812561
	Iteration 2F: 3 clusters Score -145062.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145186.359375 Penalty: 692.812561
	Iteration 3F: 3 clusters Score -145186.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -145295.203125 Penalty: 692.812561
	Iteration 4F: 3 clusters Score -145295.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -145382.781250 Penalty: 692.812561
	Iteration 5F: 3 clusters Score -145382.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -145470.562500 Penalty: 692.812561
	Iteration 6F: 3 clusters Score -145470.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -145528.781250 Penalty: 692.812561
	Iteration 7Q: 3 clusters Score -145528.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -145572.437500 Penalty: 692.812561
	Iteration 8Q: 3 clusters Score -145572.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -145608.515625 Penalty: 692.812561
	Iteration 9Q: 3 clusters Score -145608.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -145634.046875 Penalty: 692.812561
	Iteration 10Q: 3 clusters Score -145634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -145643.843750 Penalty: 692.812561
	Iteration 11Q: 3 clusters Score -145643.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -145651.750000 Penalty: 692.812561
	Iteration 12Q: 3 clusters Score -145651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -145653.234375 Penalty: 692.812561
	Iteration 13Q: 3 clusters Score -145653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -145654.328125 Penalty: 692.812561
	Iteration 14Q: 3 clusters Score -145654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -145654.984375 Penalty: 692.812561
	Iteration 15Q: 3 clusters Score -145655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -145656.156250 Penalty: 692.812561
	Iteration 16Q: 3 clusters Score -145656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -145656.156250 Penalty: 692.812561
	Iteration 17F: 3 clusters Score -145656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Entering Unmasked Estep 
Score: -1640080.500000 Penalty: 452.204712
	Iteration 0F: 2 clusters Score -1640080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1626355.125000 Penalty: 904.409424
	Iteration 0F: 3 clusters Score -1626355 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1632401.875000 Penalty: 904.409424
	Iteration 1F: 3 clusters Score -1632402 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1633189.000000 Penalty: 904.409424
	Iteration 2F: 3 clusters Score -1633189 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1634391.750000 Penalty: 904.409424
	Iteration 3F: 3 clusters Score -1634392 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1635969.875000 Penalty: 904.409424
	Iteration 4F: 3 clusters Score -1635970 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1636950.625000 Penalty: 904.409424
	Iteration 5F: 3 clusters Score -1636951 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1637409.000000 Penalty: 904.409424
	Iteration 6Q: 3 clusters Score -1637409 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1637748.500000 Penalty: 904.409424
	Iteration 7Q: 3 clusters Score -1637748 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1638055.375000 Penalty: 904.409424
	Iteration 8Q: 3 clusters Score -1638055 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1638286.375000 Penalty: 904.409424
	Iteration 9Q: 3 clusters Score -1638286 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1638459.625000 Penalty: 904.409424
	Iteration 10Q: 3 clusters Score -1638460 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1638595.750000 Penalty: 904.409424
	Iteration 11Q: 3 clusters Score -1638596 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1638677.500000 Penalty: 904.409424
	Iteration 12Q: 3 clusters Score -1638678 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1638723.375000 Penalty: 904.409424
	Iteration 13Q: 3 clusters Score -1638723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1638764.125000 Penalty: 904.409424
	Iteration 14Q: 3 clusters Score -1638764 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1638806.000000 Penalty: 904.409424
	Iteration 15Q: 3 clusters Score -1638806 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1638848.750000 Penalty: 904.409424
	Iteration 16Q: 3 clusters Score -1638849 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1638879.750000 Penalty: 904.409424
	Iteration 17Q: 3 clusters Score -1638880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1638905.500000 Penalty: 904.409424
	Iteration 18Q: 3 clusters Score -1638906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1638923.375000 Penalty: 904.409424
	Iteration 19Q: 3 clusters Score -1638923 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1638945.250000 Penalty: 904.409424
	Iteration 20F: 3 clusters Score -1638945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1638957.875000 Penalty: 904.409424
	Iteration 21Q: 3 clusters Score -1638958 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1638979.375000 Penalty: 904.409424
	Iteration 22Q: 3 clusters Score -1638979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1638984.375000 Penalty: 904.409424
	Iteration 23Q: 3 clusters Score -1638984 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1639000.500000 Penalty: 904.409424
	Iteration 24Q: 3 clusters Score -1639000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1639017.500000 Penalty: 904.409424
	Iteration 25Q: 3 clusters Score -1639018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1639021.125000 Penalty: 904.409424
	Iteration 26Q: 3 clusters Score -1639021 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1639039.625000 Penalty: 904.409424
	Iteration 27Q: 3 clusters Score -1639040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1639057.250000 Penalty: 904.409424
	Iteration 28Q: 3 clusters Score -1639057 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1639080.500000 Penalty: 904.409424
	Iteration 29Q: 3 clusters Score -1639080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1639102.000000 Penalty: 904.409424
	Iteration 30Q: 3 clusters Score -1639102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1639125.625000 Penalty: 904.409424
	Iteration 31Q: 3 clusters Score -1639126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1639157.875000 Penalty: 904.409424
	Iteration 32Q: 3 clusters Score -1639158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1639179.500000 Penalty: 904.409424
	Iteration 33Q: 3 clusters Score -1639180 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1639208.125000 Penalty: 904.409424
	Iteration 34Q: 3 clusters Score -1639208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1639228.750000 Penalty: 904.409424
	Iteration 35Q: 3 clusters Score -1639229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1639259.250000 Penalty: 904.409424
	Iteration 36Q: 3 clusters Score -1639259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1639287.500000 Penalty: 904.409424
	Iteration 37Q: 3 clusters Score -1639288 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1639297.500000 Penalty: 904.409424
	Iteration 38Q: 3 clusters Score -1639298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1639318.500000 Penalty: 904.409424
	Iteration 39Q: 3 clusters Score -1639318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1639332.125000 Penalty: 904.409424
	Iteration 40F: 3 clusters Score -1639332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -1639346.375000 Penalty: 904.409424
	Iteration 41Q: 3 clusters Score -1639346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -1639366.000000 Penalty: 904.409424
	Iteration 42Q: 3 clusters Score -1639366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -1639381.375000 Penalty: 904.409424
	Iteration 43Q: 3 clusters Score -1639381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1639397.375000 Penalty: 904.409424
	Iteration 44Q: 3 clusters Score -1639397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -1639406.750000 Penalty: 904.409424
	Iteration 45Q: 3 clusters Score -1639407 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1639421.625000 Penalty: 904.409424
	Iteration 46Q: 3 clusters Score -1639422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1639426.375000 Penalty: 904.409424
	Iteration 47Q: 3 clusters Score -1639426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1639437.875000 Penalty: 904.409424
	Iteration 48Q: 3 clusters Score -1639438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1639446.125000 Penalty: 904.409424
	Iteration 49Q: 3 clusters Score -1639446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1639452.750000 Penalty: 904.409424
	Iteration 50Q: 3 clusters Score -1639453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1639459.875000 Penalty: 904.409424
	Iteration 51Q: 3 clusters Score -1639460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1639471.000000 Penalty: 904.409424
	Iteration 52Q: 3 clusters Score -1639471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1639480.000000 Penalty: 904.409424
	Iteration 53Q: 3 clusters Score -1639480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1639496.000000 Penalty: 904.409424
	Iteration 54Q: 3 clusters Score -1639496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1639504.875000 Penalty: 904.409424
	Iteration 55Q: 3 clusters Score -1639505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1639510.375000 Penalty: 904.409424
	Iteration 56Q: 3 clusters Score -1639510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1639513.625000 Penalty: 904.409424
	Iteration 57Q: 3 clusters Score -1639514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1639520.625000 Penalty: 904.409424
	Iteration 58Q: 3 clusters Score -1639521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -1639530.250000 Penalty: 904.409424
	Iteration 59Q: 3 clusters Score -1639530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1639534.500000 Penalty: 904.409424
	Iteration 60F: 3 clusters Score -1639534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -1639539.125000 Penalty: 904.409424
	Iteration 61Q: 3 clusters Score -1639539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1639538.250000 Penalty: 904.409424
	Iteration 62Q: 3 clusters Score -1639538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1639535.125000 Penalty: 904.409424
	Iteration 63Q: 3 clusters Score -1639535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1639537.125000 Penalty: 904.409424
	Iteration 64Q: 3 clusters Score -1639537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1639538.000000 Penalty: 904.409424
	Iteration 65Q: 3 clusters Score -1639538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1639540.625000 Penalty: 904.409424
	Iteration 66Q: 3 clusters Score -1639541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1639542.875000 Penalty: 904.409424
	Iteration 67Q: 3 clusters Score -1639543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1639547.750000 Penalty: 904.409424
	Iteration 68Q: 3 clusters Score -1639548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1639544.125000 Penalty: 904.409424
	Iteration 69Q: 3 clusters Score -1639544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1639546.875000 Penalty: 904.409424
	Iteration 70Q: 3 clusters Score -1639547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -1639547.500000 Penalty: 904.409424
	Iteration 71Q: 3 clusters Score -1639548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1639549.125000 Penalty: 904.409424
	Iteration 72Q: 3 clusters Score -1639549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1639551.250000 Penalty: 904.409424
	Iteration 73Q: 3 clusters Score -1639551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -1639552.125000 Penalty: 904.409424
	Iteration 74Q: 3 clusters Score -1639552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1639551.750000 Penalty: 904.409424
	Iteration 75Q: 3 clusters Score -1639552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1639555.500000 Penalty: 904.409424
	Iteration 76Q: 3 clusters Score -1639556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1639555.750000 Penalty: 904.409424
	Iteration 77Q: 3 clusters Score -1639556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1639559.000000 Penalty: 904.409424
	Iteration 78Q: 3 clusters Score -1639559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1639567.625000 Penalty: 904.409424
	Iteration 79Q: 3 clusters Score -1639568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1639569.250000 Penalty: 904.409424
	Iteration 80F: 3 clusters Score -1639569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1639568.250000 Penalty: 904.409424
	Iteration 81Q: 3 clusters Score -1639568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1639571.000000 Penalty: 904.409424
	Iteration 82Q: 3 clusters Score -1639571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1639582.250000 Penalty: 904.409424
	Iteration 83Q: 3 clusters Score -1639582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1639581.125000 Penalty: 904.409424
	Iteration 84Q: 3 clusters Score -1639581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1639587.500000 Penalty: 904.409424
	Iteration 85Q: 3 clusters Score -1639588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1639589.875000 Penalty: 904.409424
	Iteration 86Q: 3 clusters Score -1639590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1639591.000000 Penalty: 904.409424
	Iteration 87Q: 3 clusters Score -1639591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1639590.000000 Penalty: 904.409424
	Iteration 88Q: 3 clusters Score -1639590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1639591.500000 Penalty: 904.409424
	Iteration 89Q: 3 clusters Score -1639592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1639591.125000 Penalty: 904.409424
	Iteration 90Q: 3 clusters Score -1639591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1639593.750000 Penalty: 904.409424
	Iteration 91Q: 3 clusters Score -1639594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -1639592.625000 Penalty: 904.409424
	Iteration 92Q: 3 clusters Score -1639593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -1639593.500000 Penalty: 904.409424
	Iteration 93Q: 3 clusters Score -1639594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1639593.125000 Penalty: 904.409424
	Iteration 94Q: 3 clusters Score -1639593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1639593.125000 Penalty: 904.409424
	Iteration 95F: 3 clusters Score -1639593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -12365.774414 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -12365.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12103.482422 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -12103.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12209.833008 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -12209.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12276.853516 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -12276.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12291.607422 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -12291.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12295.294922 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -12295.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12295.294922 Penalty: 479.842987
	Iteration 5F: 3 clusters Score -12295.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8495.470703 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8495.471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -8538.149414 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8538.149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -8546.351562 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8546.352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8557.333984 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8557.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8560.153320 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8560.153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8560.153320 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -8560.153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -13248.570312 Penalty: 281.378784
	Iteration 0F: 2 clusters Score -13248.57 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 229 members 
Entering Unmasked Estep 
Score: -12814.054688 Penalty: 562.757568
	Iteration 0F: 3 clusters Score -12814.05 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13046.139648 Penalty: 562.757568
	Iteration 1F: 3 clusters Score -13046.14 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13129.288086 Penalty: 562.757568
	Iteration 2F: 3 clusters Score -13129.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13175.546875 Penalty: 562.757568
	Iteration 3F: 3 clusters Score -13175.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13194.558594 Penalty: 562.757568
	Iteration 4Q: 3 clusters Score -13194.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13208.874023 Penalty: 562.757568
	Iteration 5Q: 3 clusters Score -13208.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13226.786133 Penalty: 562.757568
	Iteration 6Q: 3 clusters Score -13226.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13239.781250 Penalty: 562.757568
	Iteration 7Q: 3 clusters Score -13239.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13249.557617 Penalty: 562.757568
	Iteration 8Q: 3 clusters Score -13249.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13263.743164 Penalty: 562.757568
	Iteration 9Q: 3 clusters Score -13263.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13275.135742 Penalty: 562.757568
	Iteration 10Q: 3 clusters Score -13275.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13277.427734 Penalty: 562.757568
	Iteration 11Q: 3 clusters Score -13277.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13281.683594 Penalty: 562.757568
	Iteration 12Q: 3 clusters Score -13281.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13286.957031 Penalty: 562.757568
	Iteration 13Q: 3 clusters Score -13286.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13294.107422 Penalty: 562.757568
	Iteration 14Q: 3 clusters Score -13294.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13298.100586 Penalty: 562.757568
	Iteration 15Q: 3 clusters Score -13298.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13306.214844 Penalty: 562.757568
	Iteration 16Q: 3 clusters Score -13306.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13314.682617 Penalty: 562.757568
	Iteration 17Q: 3 clusters Score -13314.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13318.737305 Penalty: 562.757568
	Iteration 18Q: 3 clusters Score -13318.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13332.377930 Penalty: 562.757568
	Iteration 19Q: 3 clusters Score -13332.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13338.467773 Penalty: 562.757568
	Iteration 20F: 3 clusters Score -13338.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 24608 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 228 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182308.000000 Penalty: 46951.042969
Splitting cluster 27 changes total score from -42182544.000000 to -42182308.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -21810.279297 Penalty: 263.858734
	Iteration 0F: 2 clusters Score -21810.28 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 156 members 
Entering Unmasked Estep 
Score: -21425.103516 Penalty: 527.717468
	Iteration 0F: 3 clusters Score -21425.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21511.095703 Penalty: 527.717468
	Iteration 1F: 3 clusters Score -21511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21540.210938 Penalty: 527.717468
	Iteration 2F: 3 clusters Score -21540.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21560.400391 Penalty: 527.717468
	Iteration 3F: 3 clusters Score -21560.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21571.882812 Penalty: 527.717468
	Iteration 4Q: 3 clusters Score -21571.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21584.029297 Penalty: 527.717468
	Iteration 5Q: 3 clusters Score -21584.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21590.076172 Penalty: 527.717468
	Iteration 6Q: 3 clusters Score -21590.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21593.316406 Penalty: 527.717468
	Iteration 7Q: 3 clusters Score -21593.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21594.957031 Penalty: 527.717468
	Iteration 8Q: 3 clusters Score -21594.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21595.367188 Penalty: 527.717468
	Iteration 9Q: 3 clusters Score -21595.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21595.367188 Penalty: 527.717468
	Iteration 10F: 3 clusters Score -21595.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Entering Unmasked Estep 
Score: -1670195.375000 Penalty: 451.709991
	Iteration 0F: 2 clusters Score -1670195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1657037.875000 Penalty: 903.419983
	Iteration 0F: 3 clusters Score -1657038 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1663585.375000 Penalty: 903.419983
	Iteration 1F: 3 clusters Score -1663585 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1665078.500000 Penalty: 903.419983
	Iteration 2F: 3 clusters Score -1665078 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1667199.375000 Penalty: 903.419983
	Iteration 3F: 3 clusters Score -1667199 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1668703.875000 Penalty: 903.419983
	Iteration 4F: 3 clusters Score -1668704 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1669406.375000 Penalty: 903.419983
	Iteration 5Q: 3 clusters Score -1669406 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1669724.750000 Penalty: 903.419983
	Iteration 6Q: 3 clusters Score -1669725 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1669926.000000 Penalty: 903.419983
	Iteration 7Q: 3 clusters Score -1669926 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1670017.500000 Penalty: 903.419983
	Iteration 8Q: 3 clusters Score -1670018 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1670072.500000 Penalty: 903.419983
	Iteration 9Q: 3 clusters Score -1670072 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1670096.250000 Penalty: 903.419983
	Iteration 10Q: 3 clusters Score -1670096 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1670114.250000 Penalty: 903.419983
	Iteration 11Q: 3 clusters Score -1670114 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1670113.875000 Penalty: 903.419983
	Iteration 12Q: 3 clusters Score -1670114 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1670119.750000 Penalty: 903.419983
	Iteration 13Q: 3 clusters Score -1670120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1670116.875000 Penalty: 903.419983
	Iteration 14Q: 3 clusters Score -1670117 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1670116.000000 Penalty: 903.419983
	Iteration 15Q: 3 clusters Score -1670116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1670113.125000 Penalty: 903.419983
	Iteration 16Q: 3 clusters Score -1670113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1670117.250000 Penalty: 903.419983
	Iteration 17Q: 3 clusters Score -1670117 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1670117.000000 Penalty: 903.419983
	Iteration 18Q: 3 clusters Score -1670117 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1670109.250000 Penalty: 903.419983
	Iteration 19Q: 3 clusters Score -1670109 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1670110.375000 Penalty: 903.419983
	Iteration 20F: 3 clusters Score -1670110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1670110.750000 Penalty: 903.419983
	Iteration 21Q: 3 clusters Score -1670111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1670125.250000 Penalty: 903.419983
	Iteration 22Q: 3 clusters Score -1670125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1670118.125000 Penalty: 903.419983
	Iteration 23Q: 3 clusters Score -1670118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1670117.500000 Penalty: 903.419983
	Iteration 24Q: 3 clusters Score -1670118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1670117.000000 Penalty: 903.419983
	Iteration 25Q: 3 clusters Score -1670117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1670115.250000 Penalty: 903.419983
	Iteration 26Q: 3 clusters Score -1670115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1670111.375000 Penalty: 903.419983
	Iteration 27Q: 3 clusters Score -1670111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1670111.625000 Penalty: 903.419983
	Iteration 28Q: 3 clusters Score -1670112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1670111.500000 Penalty: 903.419983
	Iteration 29Q: 3 clusters Score -1670112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1670108.250000 Penalty: 903.419983
	Iteration 30Q: 3 clusters Score -1670108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1670109.750000 Penalty: 903.419983
	Iteration 31Q: 3 clusters Score -1670110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1670112.875000 Penalty: 903.419983
	Iteration 32Q: 3 clusters Score -1670113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1670110.000000 Penalty: 903.419983
	Iteration 33Q: 3 clusters Score -1670110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1670111.375000 Penalty: 903.419983
	Iteration 34Q: 3 clusters Score -1670111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1670107.750000 Penalty: 903.419983
	Iteration 35Q: 3 clusters Score -1670108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1670107.125000 Penalty: 903.419983
	Iteration 36Q: 3 clusters Score -1670107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1670109.000000 Penalty: 903.419983
	Iteration 37Q: 3 clusters Score -1670109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1670106.625000 Penalty: 903.419983
	Iteration 38Q: 3 clusters Score -1670107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1670105.000000 Penalty: 903.419983
	Iteration 39Q: 3 clusters Score -1670105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1670097.500000 Penalty: 903.419983
	Iteration 40F: 3 clusters Score -1670098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1670100.500000 Penalty: 903.419983
	Iteration 41Q: 3 clusters Score -1670100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1670099.875000 Penalty: 903.419983
	Iteration 42Q: 3 clusters Score -1670100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1670097.875000 Penalty: 903.419983
	Iteration 43Q: 3 clusters Score -1670098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1670097.125000 Penalty: 903.419983
	Iteration 44Q: 3 clusters Score -1670097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1670098.875000 Penalty: 903.419983
	Iteration 45Q: 3 clusters Score -1670099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1670098.125000 Penalty: 903.419983
	Iteration 46Q: 3 clusters Score -1670098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1670095.250000 Penalty: 903.419983
	Iteration 47Q: 3 clusters Score -1670095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1670096.625000 Penalty: 903.419983
	Iteration 48Q: 3 clusters Score -1670097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1670096.375000 Penalty: 903.419983
	Iteration 49Q: 3 clusters Score -1670096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1670096.875000 Penalty: 903.419983
	Iteration 50Q: 3 clusters Score -1670097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1670099.625000 Penalty: 903.419983
	Iteration 51Q: 3 clusters Score -1670100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1670096.000000 Penalty: 903.419983
	Iteration 52Q: 3 clusters Score -1670096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1670099.250000 Penalty: 903.419983
	Iteration 53Q: 3 clusters Score -1670099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1670098.125000 Penalty: 903.419983
	Iteration 54Q: 3 clusters Score -1670098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1670099.125000 Penalty: 903.419983
	Iteration 55Q: 3 clusters Score -1670099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1670099.125000 Penalty: 903.419983
	Iteration 56F: 3 clusters Score -1670099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -38922.496094 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -38922.5 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 240 members 
Entering Unmasked Estep 
Score: -38430.832031 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -38430.83 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38532.066406 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -38532.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38558.628906 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -38558.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38569.105469 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -38569.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38575.214844 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -38575.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38579.671875 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -38579.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38584.753906 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -38584.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38589.699219 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -38589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38593.402344 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -38593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38594.796875 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -38594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38597.406250 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -38597.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38597.949219 Penalty: 569.098450
	Iteration 11Q: 3 clusters Score -38597.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38599.066406 Penalty: 569.098450
	Iteration 12Q: 3 clusters Score -38599.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38600.535156 Penalty: 569.098450
	Iteration 13Q: 3 clusters Score -38600.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38602.589844 Penalty: 569.098450
	Iteration 14Q: 3 clusters Score -38602.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38604.925781 Penalty: 569.098450
	Iteration 15Q: 3 clusters Score -38604.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38610.414062 Penalty: 569.098450
	Iteration 16Q: 3 clusters Score -38610.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38612.105469 Penalty: 569.098450
	Iteration 17Q: 3 clusters Score -38612.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38613.792969 Penalty: 569.098450
	Iteration 18Q: 3 clusters Score -38613.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38614.765625 Penalty: 569.098450
	Iteration 19Q: 3 clusters Score -38614.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38615.562500 Penalty: 569.098450
	Iteration 20F: 3 clusters Score -38615.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38615.933594 Penalty: 569.098450
	Iteration 21Q: 3 clusters Score -38615.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38616.957031 Penalty: 569.098450
	Iteration 22Q: 3 clusters Score -38616.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38617.281250 Penalty: 569.098450
	Iteration 23Q: 3 clusters Score -38617.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38617.281250 Penalty: 569.098450
	Iteration 24F: 3 clusters Score -38617.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Entering Unmasked Estep 
Score: -1402540.375000 Penalty: 443.555389
	Iteration 0F: 2 clusters Score -1402540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1391073.875000 Penalty: 887.110779
	Iteration 0F: 3 clusters Score -1391074 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1395887.375000 Penalty: 887.110779
	Iteration 1F: 3 clusters Score -1395887 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1396147.750000 Penalty: 887.110779
	Iteration 2Q: 3 clusters Score -1396148 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1396487.875000 Penalty: 887.110779
	Iteration 3Q: 3 clusters Score -1396488 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1396930.500000 Penalty: 887.110779
	Iteration 4Q: 3 clusters Score -1396930 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1397551.500000 Penalty: 887.110779
	Iteration 5F: 3 clusters Score -1397552 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1398404.750000 Penalty: 887.110779
	Iteration 6F: 3 clusters Score -1398405 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1399348.875000 Penalty: 887.110779
	Iteration 7F: 3 clusters Score -1399349 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1400313.750000 Penalty: 887.110779
	Iteration 8F: 3 clusters Score -1400314 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1401039.750000 Penalty: 887.110779
	Iteration 9F: 3 clusters Score -1401040 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1401511.250000 Penalty: 887.110779
	Iteration 10Q: 3 clusters Score -1401511 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1401806.375000 Penalty: 887.110779
	Iteration 11Q: 3 clusters Score -1401806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1401985.750000 Penalty: 887.110779
	Iteration 12Q: 3 clusters Score -1401986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1402085.750000 Penalty: 887.110779
	Iteration 13Q: 3 clusters Score -1402086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1402142.125000 Penalty: 887.110779
	Iteration 14Q: 3 clusters Score -1402142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1402172.250000 Penalty: 887.110779
	Iteration 15Q: 3 clusters Score -1402172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1402190.000000 Penalty: 887.110779
	Iteration 16Q: 3 clusters Score -1402190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1402199.000000 Penalty: 887.110779
	Iteration 17Q: 3 clusters Score -1402199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1402206.875000 Penalty: 887.110779
	Iteration 18Q: 3 clusters Score -1402207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1402209.750000 Penalty: 887.110779
	Iteration 19Q: 3 clusters Score -1402210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1402210.375000 Penalty: 887.110779
	Iteration 20F: 3 clusters Score -1402210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1402211.750000 Penalty: 887.110779
	Iteration 21Q: 3 clusters Score -1402212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1402214.375000 Penalty: 887.110779
	Iteration 22Q: 3 clusters Score -1402214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1402216.500000 Penalty: 887.110779
	Iteration 23Q: 3 clusters Score -1402216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1402216.000000 Penalty: 887.110779
	Iteration 24Q: 3 clusters Score -1402216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1402214.750000 Penalty: 887.110779
	Iteration 25Q: 3 clusters Score -1402215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1402215.625000 Penalty: 887.110779
	Iteration 26Q: 3 clusters Score -1402216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1402216.000000 Penalty: 887.110779
	Iteration 27Q: 3 clusters Score -1402216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1402217.000000 Penalty: 887.110779
	Iteration 28Q: 3 clusters Score -1402217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1402218.500000 Penalty: 887.110779
	Iteration 29Q: 3 clusters Score -1402218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1402219.000000 Penalty: 887.110779
	Iteration 30Q: 3 clusters Score -1402219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1402218.875000 Penalty: 887.110779
	Iteration 31Q: 3 clusters Score -1402219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1402219.125000 Penalty: 887.110779
	Iteration 32Q: 3 clusters Score -1402219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1402220.500000 Penalty: 887.110779
	Iteration 33Q: 3 clusters Score -1402220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -1402222.625000 Penalty: 887.110779
	Iteration 34Q: 3 clusters Score -1402223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1402222.375000 Penalty: 887.110779
	Iteration 35Q: 3 clusters Score -1402222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1402222.375000 Penalty: 887.110779
	Iteration 36F: 3 clusters Score -1402222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Entering Unmasked Estep 
Score: -1848264.000000 Penalty: 460.042603
	Iteration 0F: 2 clusters Score -1848264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1831934.625000 Penalty: 920.085205
	Iteration 0F: 3 clusters Score -1831935 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1838858.875000 Penalty: 920.085205
	Iteration 1F: 3 clusters Score -1838859 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1839494.375000 Penalty: 920.085205
	Iteration 2F: 3 clusters Score -1839494 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1840198.125000 Penalty: 920.085205
	Iteration 3F: 3 clusters Score -1840198 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1840946.875000 Penalty: 920.085205
	Iteration 4F: 3 clusters Score -1840947 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1841785.500000 Penalty: 920.085205
	Iteration 5F: 3 clusters Score -1841786 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1842679.375000 Penalty: 920.085205
	Iteration 6F: 3 clusters Score -1842679 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1843378.375000 Penalty: 920.085205
	Iteration 7Q: 3 clusters Score -1843378 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1843828.375000 Penalty: 920.085205
	Iteration 8Q: 3 clusters Score -1843828 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1844052.125000 Penalty: 920.085205
	Iteration 9Q: 3 clusters Score -1844052 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1844196.125000 Penalty: 920.085205
	Iteration 10Q: 3 clusters Score -1844196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1844314.000000 Penalty: 920.085205
	Iteration 11Q: 3 clusters Score -1844314 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1844421.875000 Penalty: 920.085205
	Iteration 12Q: 3 clusters Score -1844422 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1844539.250000 Penalty: 920.085205
	Iteration 13Q: 3 clusters Score -1844539 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1844665.250000 Penalty: 920.085205
	Iteration 14Q: 3 clusters Score -1844665 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1844804.625000 Penalty: 920.085205
	Iteration 15Q: 3 clusters Score -1844805 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1844943.000000 Penalty: 920.085205
	Iteration 16Q: 3 clusters Score -1844943 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1845099.625000 Penalty: 920.085205
	Iteration 17Q: 3 clusters Score -1845100 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1845280.375000 Penalty: 920.085205
	Iteration 18Q: 3 clusters Score -1845280 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -1845468.500000 Penalty: 920.085205
	Iteration 19Q: 3 clusters Score -1845468 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1845661.250000 Penalty: 920.085205
	Iteration 20F: 3 clusters Score -1845661 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -1845875.500000 Penalty: 920.085205
	Iteration 21Q: 3 clusters Score -1845876 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1846118.125000 Penalty: 920.085205
	Iteration 22Q: 3 clusters Score -1846118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -1846402.750000 Penalty: 920.085205
	Iteration 23Q: 3 clusters Score -1846403 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -1846685.375000 Penalty: 920.085205
	Iteration 24Q: 3 clusters Score -1846685 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -1846987.250000 Penalty: 920.085205
	Iteration 25Q: 3 clusters Score -1846987 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -1847336.250000 Penalty: 920.085205
	Iteration 26Q: 3 clusters Score -1847336 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -1847619.250000 Penalty: 920.085205
	Iteration 27Q: 3 clusters Score -1847619 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1847798.750000 Penalty: 920.085205
	Iteration 28Q: 3 clusters Score -1847799 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1847908.625000 Penalty: 920.085205
	Iteration 29Q: 3 clusters Score -1847909 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1847982.625000 Penalty: 920.085205
	Iteration 30Q: 3 clusters Score -1847983 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -1848037.750000 Penalty: 920.085205
	Iteration 31Q: 3 clusters Score -1848038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1848071.125000 Penalty: 920.085205
	Iteration 32Q: 3 clusters Score -1848071 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1848101.875000 Penalty: 920.085205
	Iteration 33Q: 3 clusters Score -1848102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1848126.500000 Penalty: 920.085205
	Iteration 34Q: 3 clusters Score -1848126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1848137.750000 Penalty: 920.085205
	Iteration 35Q: 3 clusters Score -1848138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -1848151.250000 Penalty: 920.085205
	Iteration 36Q: 3 clusters Score -1848151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -1848171.750000 Penalty: 920.085205
	Iteration 37Q: 3 clusters Score -1848172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1848194.375000 Penalty: 920.085205
	Iteration 38Q: 3 clusters Score -1848194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -1848231.250000 Penalty: 920.085205
	Iteration 39Q: 3 clusters Score -1848231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -1848305.625000 Penalty: 920.085205
	Iteration 40F: 3 clusters Score -1848306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -1848381.625000 Penalty: 920.085205
	Iteration 41Q: 3 clusters Score -1848382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -1848434.000000 Penalty: 920.085205
	Iteration 42Q: 3 clusters Score -1848434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -1848461.250000 Penalty: 920.085205
	Iteration 43Q: 3 clusters Score -1848461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -1848473.625000 Penalty: 920.085205
	Iteration 44Q: 3 clusters Score -1848474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -1848472.625000 Penalty: 920.085205
	Iteration 45Q: 3 clusters Score -1848473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -1848475.500000 Penalty: 920.085205
	Iteration 46Q: 3 clusters Score -1848476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -1848477.500000 Penalty: 920.085205
	Iteration 47Q: 3 clusters Score -1848478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -1848479.625000 Penalty: 920.085205
	Iteration 48Q: 3 clusters Score -1848480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -1848482.375000 Penalty: 920.085205
	Iteration 49Q: 3 clusters Score -1848482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -1848484.625000 Penalty: 920.085205
	Iteration 50Q: 3 clusters Score -1848485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -1848484.000000 Penalty: 920.085205
	Iteration 51Q: 3 clusters Score -1848484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1848482.000000 Penalty: 920.085205
	Iteration 52Q: 3 clusters Score -1848482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -1848485.500000 Penalty: 920.085205
	Iteration 53Q: 3 clusters Score -1848486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -1848485.500000 Penalty: 920.085205
	Iteration 54F: 3 clusters Score -1848486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 731 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 23877 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182532.000000 Penalty: 46951.042969
Splitting cluster 32 changes total score from -42182544.000000 to -42182532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (17051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Entering Unmasked Estep 
Score: -1382007.875000 Penalty: 443.350372
	Iteration 0F: 2 clusters Score -1382008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1370710.750000 Penalty: 886.700745
	Iteration 0F: 3 clusters Score -1370711 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1375210.875000 Penalty: 886.700745
	Iteration 1F: 3 clusters Score -1375211 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1375416.250000 Penalty: 886.700745
	Iteration 2Q: 3 clusters Score -1375416 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1375703.875000 Penalty: 886.700745
	Iteration 3Q: 3 clusters Score -1375704 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1376157.000000 Penalty: 886.700745
	Iteration 4F: 3 clusters Score -1376157 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1376820.625000 Penalty: 886.700745
	Iteration 5F: 3 clusters Score -1376821 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1377759.125000 Penalty: 886.700745
	Iteration 6F: 3 clusters Score -1377759 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1378922.375000 Penalty: 886.700745
	Iteration 7F: 3 clusters Score -1378922 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1379993.250000 Penalty: 886.700745
	Iteration 8F: 3 clusters Score -1379993 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1380655.750000 Penalty: 886.700745
	Iteration 9Q: 3 clusters Score -1380656 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1381069.125000 Penalty: 886.700745
	Iteration 10Q: 3 clusters Score -1381069 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1381343.000000 Penalty: 886.700745
	Iteration 11Q: 3 clusters Score -1381343 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1381515.250000 Penalty: 886.700745
	Iteration 12Q: 3 clusters Score -1381515 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1381617.500000 Penalty: 886.700745
	Iteration 13Q: 3 clusters Score -1381618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1381678.250000 Penalty: 886.700745
	Iteration 14Q: 3 clusters Score -1381678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1381707.875000 Penalty: 886.700745
	Iteration 15Q: 3 clusters Score -1381708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1381718.000000 Penalty: 886.700745
	Iteration 16Q: 3 clusters Score -1381718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1381727.250000 Penalty: 886.700745
	Iteration 17Q: 3 clusters Score -1381727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1381733.625000 Penalty: 886.700745
	Iteration 18Q: 3 clusters Score -1381734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1381730.375000 Penalty: 886.700745
	Iteration 19Q: 3 clusters Score -1381730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1381733.250000 Penalty: 886.700745
	Iteration 20F: 3 clusters Score -1381733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1381732.000000 Penalty: 886.700745
	Iteration 21Q: 3 clusters Score -1381732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1381731.125000 Penalty: 886.700745
	Iteration 22Q: 3 clusters Score -1381731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1381731.500000 Penalty: 886.700745
	Iteration 23Q: 3 clusters Score -1381732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1381730.375000 Penalty: 886.700745
	Iteration 24Q: 3 clusters Score -1381730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1381730.375000 Penalty: 886.700745
	Iteration 25F: 3 clusters Score -1381730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -14314.354492 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -14314.35 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 158 members 
Entering Unmasked Estep 
Score: -13962.866211 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -13962.87 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14092.221680 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14092.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14155.497070 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14155.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14186.000977 Penalty: 518.129639
	Iteration 3Q: 3 clusters Score -14186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14205.784180 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14205.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14210.912109 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14210.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14215.197266 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14220.978516 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14220.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14231.552734 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14231.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14242.330078 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14242.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14245.403320 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14255.466797 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -14255.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14258.860352 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -14258.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14262.209961 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -14262.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14264.103516 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -14264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14265.364258 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -14265.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14265.364258 Penalty: 518.129639
	Iteration 16F: 3 clusters Score -14265.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Entering Unmasked Estep 
Score: -895470.312500 Penalty: 423.282837
	Iteration 0F: 2 clusters Score -895470.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -888091.187500 Penalty: 846.565674
	Iteration 0F: 3 clusters Score -888091.2 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -890955.625000 Penalty: 846.565674
	Iteration 1F: 3 clusters Score -890955.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -891107.812500 Penalty: 846.565674
	Iteration 2Q: 3 clusters Score -891107.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -891274.312500 Penalty: 846.565674
	Iteration 3Q: 3 clusters Score -891274.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -891490.875000 Penalty: 846.565674
	Iteration 4Q: 3 clusters Score -891490.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -891765.812500 Penalty: 846.565674
	Iteration 5F: 3 clusters Score -891765.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -892164.937500 Penalty: 846.565674
	Iteration 6F: 3 clusters Score -892164.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -892691.062500 Penalty: 846.565674
	Iteration 7F: 3 clusters Score -892691.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -893198.312500 Penalty: 846.565674
	Iteration 8F: 3 clusters Score -893198.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -893586.625000 Penalty: 846.565674
	Iteration 9Q: 3 clusters Score -893586.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -893883.062500 Penalty: 846.565674
	Iteration 10Q: 3 clusters Score -893883.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -894100.000000 Penalty: 846.565674
	Iteration 11Q: 3 clusters Score -894100 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -894291.437500 Penalty: 846.565674
	Iteration 12Q: 3 clusters Score -894291.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -894470.750000 Penalty: 846.565674
	Iteration 13Q: 3 clusters Score -894470.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -894625.062500 Penalty: 846.565674
	Iteration 14Q: 3 clusters Score -894625.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -894748.062500 Penalty: 846.565674
	Iteration 15Q: 3 clusters Score -894748.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -894864.687500 Penalty: 846.565674
	Iteration 16Q: 3 clusters Score -894864.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -894952.625000 Penalty: 846.565674
	Iteration 17Q: 3 clusters Score -894952.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -895008.000000 Penalty: 846.565674
	Iteration 18Q: 3 clusters Score -895008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -895040.562500 Penalty: 846.565674
	Iteration 19Q: 3 clusters Score -895040.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -895064.312500 Penalty: 846.565674
	Iteration 20F: 3 clusters Score -895064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -895080.312500 Penalty: 846.565674
	Iteration 21Q: 3 clusters Score -895080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -895085.375000 Penalty: 846.565674
	Iteration 22Q: 3 clusters Score -895085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -895087.750000 Penalty: 846.565674
	Iteration 23Q: 3 clusters Score -895087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -895090.687500 Penalty: 846.565674
	Iteration 24Q: 3 clusters Score -895090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -895090.000000 Penalty: 846.565674
	Iteration 25Q: 3 clusters Score -895090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -895090.000000 Penalty: 846.565674
	Iteration 26F: 3 clusters Score -895090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -214541.078125 Penalty: 362.479675
	Iteration 0F: 2 clusters Score -214541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -212554.578125 Penalty: 724.959351
	Iteration 0F: 3 clusters Score -212554.6 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -213238.406250 Penalty: 724.959351
	Iteration 1F: 3 clusters Score -213238.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -213335.171875 Penalty: 724.959351
	Iteration 2F: 3 clusters Score -213335.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -213413.656250 Penalty: 724.959351
	Iteration 3F: 3 clusters Score -213413.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -213497.843750 Penalty: 724.959351
	Iteration 4Q: 3 clusters Score -213497.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -213621.609375 Penalty: 724.959351
	Iteration 5F: 3 clusters Score -213621.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -213765.171875 Penalty: 724.959351
	Iteration 6F: 3 clusters Score -213765.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -213917.000000 Penalty: 724.959351
	Iteration 7F: 3 clusters Score -213917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -214060.734375 Penalty: 724.959351
	Iteration 8Q: 3 clusters Score -214060.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -214146.078125 Penalty: 724.959351
	Iteration 9Q: 3 clusters Score -214146.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -214189.187500 Penalty: 724.959351
	Iteration 10Q: 3 clusters Score -214189.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -214211.281250 Penalty: 724.959351
	Iteration 11Q: 3 clusters Score -214211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -214223.562500 Penalty: 724.959351
	Iteration 12Q: 3 clusters Score -214223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -214232.062500 Penalty: 724.959351
	Iteration 13Q: 3 clusters Score -214232.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -214240.562500 Penalty: 724.959351
	Iteration 14Q: 3 clusters Score -214240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -214250.546875 Penalty: 724.959351
	Iteration 15Q: 3 clusters Score -214250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -214250.546875 Penalty: 724.959351
	Iteration 16F: 3 clusters Score -214250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -73547.445312 Penalty: 312.160217
	Iteration 0F: 2 clusters Score -73547.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72754.062500 Penalty: 624.320435
	Iteration 0F: 3 clusters Score -72754.06 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73013.406250 Penalty: 624.320435
	Iteration 1F: 3 clusters Score -73013.41 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73063.226562 Penalty: 624.320435
	Iteration 2F: 3 clusters Score -73063.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -73087.375000 Penalty: 624.320435
	Iteration 3F: 3 clusters Score -73087.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -73102.382812 Penalty: 624.320435
	Iteration 4Q: 3 clusters Score -73102.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -73116.296875 Penalty: 624.320435
	Iteration 5Q: 3 clusters Score -73116.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -73130.562500 Penalty: 624.320435
	Iteration 6Q: 3 clusters Score -73130.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73151.320312 Penalty: 624.320435
	Iteration 7Q: 3 clusters Score -73151.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73170.695312 Penalty: 624.320435
	Iteration 8Q: 3 clusters Score -73170.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73182.867188 Penalty: 624.320435
	Iteration 9Q: 3 clusters Score -73182.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -73203.789062 Penalty: 624.320435
	Iteration 10Q: 3 clusters Score -73203.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73212.257812 Penalty: 624.320435
	Iteration 11Q: 3 clusters Score -73212.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73220.367188 Penalty: 624.320435
	Iteration 12Q: 3 clusters Score -73220.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73224.734375 Penalty: 624.320435
	Iteration 13Q: 3 clusters Score -73224.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73225.843750 Penalty: 624.320435
	Iteration 14Q: 3 clusters Score -73225.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73228.968750 Penalty: 624.320435
	Iteration 15Q: 3 clusters Score -73228.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73231.867188 Penalty: 624.320435
	Iteration 16Q: 3 clusters Score -73231.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73234.015625 Penalty: 624.320435
	Iteration 17Q: 3 clusters Score -73234.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73236.453125 Penalty: 624.320435
	Iteration 18Q: 3 clusters Score -73236.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73239.570312 Penalty: 624.320435
	Iteration 19Q: 3 clusters Score -73239.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73241.093750 Penalty: 624.320435
	Iteration 20F: 3 clusters Score -73241.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73241.679688 Penalty: 624.320435
	Iteration 21Q: 3 clusters Score -73241.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -73241.703125 Penalty: 624.320435
	Iteration 22Q: 3 clusters Score -73241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -73241.703125 Penalty: 624.320435
	Iteration 23F: 3 clusters Score -73241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9457.400391 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9154.427734 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9154.428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9253.900391 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9253.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9292.326172 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9292.326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9312.626953 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9312.627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9320.094727 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9320.095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9320.765625 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9320.766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9320.765625 Penalty: 502.816223
	Iteration 6F: 3 clusters Score -9320.766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -10757.368164 Penalty: 236.026047
	Iteration 0F: 2 clusters Score -10757.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10492.828125 Penalty: 472.052094
	Iteration 0F: 3 clusters Score -10492.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10550.166992 Penalty: 472.052094
	Iteration 1F: 3 clusters Score -10550.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10566.121094 Penalty: 472.052094
	Iteration 2F: 3 clusters Score -10566.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10568.043945 Penalty: 472.052094
	Iteration 3Q: 3 clusters Score -10568.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10568.043945 Penalty: 472.052094
	Iteration 4F: 3 clusters Score -10568.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Entering Unmasked Estep 
Score: -249837.140625 Penalty: 365.693512
	Iteration 0F: 2 clusters Score -249837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -247674.640625 Penalty: 731.387024
	Iteration 0F: 3 clusters Score -247674.6 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -248393.984375 Penalty: 731.387024
	Iteration 1F: 3 clusters Score -248394 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -248476.593750 Penalty: 731.387024
	Iteration 2F: 3 clusters Score -248476.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -248546.562500 Penalty: 731.387024
	Iteration 3F: 3 clusters Score -248546.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -248636.156250 Penalty: 731.387024
	Iteration 4F: 3 clusters Score -248636.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -248747.500000 Penalty: 731.387024
	Iteration 5F: 3 clusters Score -248747.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -248850.203125 Penalty: 731.387024
	Iteration 6F: 3 clusters Score -248850.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -248939.015625 Penalty: 731.387024
	Iteration 7Q: 3 clusters Score -248939 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -249042.468750 Penalty: 731.387024
	Iteration 8Q: 3 clusters Score -249042.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -249159.921875 Penalty: 731.387024
	Iteration 9Q: 3 clusters Score -249159.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -249261.796875 Penalty: 731.387024
	Iteration 10Q: 3 clusters Score -249261.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -249330.718750 Penalty: 731.387024
	Iteration 11Q: 3 clusters Score -249330.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -249376.593750 Penalty: 731.387024
	Iteration 12Q: 3 clusters Score -249376.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -249409.656250 Penalty: 731.387024
	Iteration 13Q: 3 clusters Score -249409.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -249432.906250 Penalty: 731.387024
	Iteration 14Q: 3 clusters Score -249432.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -249452.546875 Penalty: 731.387024
	Iteration 15Q: 3 clusters Score -249452.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -249466.109375 Penalty: 731.387024
	Iteration 16Q: 3 clusters Score -249466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -249479.328125 Penalty: 731.387024
	Iteration 17Q: 3 clusters Score -249479.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -249495.375000 Penalty: 731.387024
	Iteration 18Q: 3 clusters Score -249495.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -249510.765625 Penalty: 731.387024
	Iteration 19Q: 3 clusters Score -249510.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -249533.468750 Penalty: 731.387024
	Iteration 20F: 3 clusters Score -249533.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -249552.718750 Penalty: 731.387024
	Iteration 21Q: 3 clusters Score -249552.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -249573.843750 Penalty: 731.387024
	Iteration 22Q: 3 clusters Score -249573.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -249590.125000 Penalty: 731.387024
	Iteration 23Q: 3 clusters Score -249590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -249603.015625 Penalty: 731.387024
	Iteration 24Q: 3 clusters Score -249603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -249617.546875 Penalty: 731.387024
	Iteration 25Q: 3 clusters Score -249617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -249624.015625 Penalty: 731.387024
	Iteration 26Q: 3 clusters Score -249624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -249629.078125 Penalty: 731.387024
	Iteration 27Q: 3 clusters Score -249629.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -249632.656250 Penalty: 731.387024
	Iteration 28Q: 3 clusters Score -249632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -249634.593750 Penalty: 731.387024
	Iteration 29Q: 3 clusters Score -249634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -249636.750000 Penalty: 731.387024
	Iteration 30Q: 3 clusters Score -249636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -249640.812500 Penalty: 731.387024
	Iteration 31Q: 3 clusters Score -249640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -249642.312500 Penalty: 731.387024
	Iteration 32Q: 3 clusters Score -249642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -249642.906250 Penalty: 731.387024
	Iteration 33Q: 3 clusters Score -249642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -249642.781250 Penalty: 731.387024
	Iteration 34Q: 3 clusters Score -249642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -249643.203125 Penalty: 731.387024
	Iteration 35Q: 3 clusters Score -249643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -249643.203125 Penalty: 731.387024
	Iteration 36F: 3 clusters Score -249643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -235751.000000 Penalty: 362.981934
	Iteration 0F: 2 clusters Score -235751 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 1426 members 
Entering Unmasked Estep 
Score: -233689.859375 Penalty: 725.963867
	Iteration 0F: 3 clusters Score -233689.9 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -234402.562500 Penalty: 725.963867
	Iteration 1F: 3 clusters Score -234402.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -234514.625000 Penalty: 725.963867
	Iteration 2F: 3 clusters Score -234514.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234669.203125 Penalty: 725.963867
	Iteration 3F: 3 clusters Score -234669.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234814.437500 Penalty: 725.963867
	Iteration 4F: 3 clusters Score -234814.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -234963.140625 Penalty: 725.963867
	Iteration 5F: 3 clusters Score -234963.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -235072.859375 Penalty: 725.963867
	Iteration 6Q: 3 clusters Score -235072.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235138.953125 Penalty: 725.963867
	Iteration 7Q: 3 clusters Score -235139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235192.734375 Penalty: 725.963867
	Iteration 8Q: 3 clusters Score -235192.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235251.078125 Penalty: 725.963867
	Iteration 9Q: 3 clusters Score -235251.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -235292.500000 Penalty: 725.963867
	Iteration 10Q: 3 clusters Score -235292.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -235320.562500 Penalty: 725.963867
	Iteration 11Q: 3 clusters Score -235320.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235340.703125 Penalty: 725.963867
	Iteration 12Q: 3 clusters Score -235340.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -235351.734375 Penalty: 725.963867
	Iteration 13Q: 3 clusters Score -235351.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235361.578125 Penalty: 725.963867
	Iteration 14Q: 3 clusters Score -235361.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -235367.890625 Penalty: 725.963867
	Iteration 15Q: 3 clusters Score -235367.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -235375.187500 Penalty: 725.963867
	Iteration 16Q: 3 clusters Score -235375.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -235380.656250 Penalty: 725.963867
	Iteration 17Q: 3 clusters Score -235380.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235385.656250 Penalty: 725.963867
	Iteration 18Q: 3 clusters Score -235385.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -235388.687500 Penalty: 725.963867
	Iteration 19Q: 3 clusters Score -235388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -235392.140625 Penalty: 725.963867
	Iteration 20F: 3 clusters Score -235392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -235395.640625 Penalty: 725.963867
	Iteration 21Q: 3 clusters Score -235395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -235398.296875 Penalty: 725.963867
	Iteration 22Q: 3 clusters Score -235398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -235400.718750 Penalty: 725.963867
	Iteration 23Q: 3 clusters Score -235400.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -235403.000000 Penalty: 725.963867
	Iteration 24Q: 3 clusters Score -235403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -235408.296875 Penalty: 725.963867
	Iteration 25Q: 3 clusters Score -235408.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -235412.078125 Penalty: 725.963867
	Iteration 26Q: 3 clusters Score -235412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235413.125000 Penalty: 725.963867
	Iteration 27Q: 3 clusters Score -235413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -235413.828125 Penalty: 725.963867
	Iteration 28Q: 3 clusters Score -235413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -235414.578125 Penalty: 725.963867
	Iteration 29Q: 3 clusters Score -235414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -235415.875000 Penalty: 725.963867
	Iteration 30Q: 3 clusters Score -235415.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235417.515625 Penalty: 725.963867
	Iteration 31Q: 3 clusters Score -235417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -235419.718750 Penalty: 725.963867
	Iteration 32Q: 3 clusters Score -235419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -235422.031250 Penalty: 725.963867
	Iteration 33Q: 3 clusters Score -235422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -235423.875000 Penalty: 725.963867
	Iteration 34Q: 3 clusters Score -235423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -235425.187500 Penalty: 725.963867
	Iteration 35Q: 3 clusters Score -235425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -235426.078125 Penalty: 725.963867
	Iteration 36Q: 3 clusters Score -235426.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -235428.250000 Penalty: 725.963867
	Iteration 37Q: 3 clusters Score -235428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235430.718750 Penalty: 725.963867
	Iteration 38Q: 3 clusters Score -235430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -235432.234375 Penalty: 725.963867
	Iteration 39Q: 3 clusters Score -235432.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -235434.390625 Penalty: 725.963867
	Iteration 40F: 3 clusters Score -235434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -235437.156250 Penalty: 725.963867
	Iteration 41Q: 3 clusters Score -235437.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -235442.062500 Penalty: 725.963867
	Iteration 42Q: 3 clusters Score -235442.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -235448.968750 Penalty: 725.963867
	Iteration 43Q: 3 clusters Score -235449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -235463.515625 Penalty: 725.963867
	Iteration 44Q: 3 clusters Score -235463.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -235480.171875 Penalty: 725.963867
	Iteration 45Q: 3 clusters Score -235480.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -235498.593750 Penalty: 725.963867
	Iteration 46Q: 3 clusters Score -235498.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -235511.359375 Penalty: 725.963867
	Iteration 47Q: 3 clusters Score -235511.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -235519.156250 Penalty: 725.963867
	Iteration 48Q: 3 clusters Score -235519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -235523.828125 Penalty: 725.963867
	Iteration 49Q: 3 clusters Score -235523.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -235529.703125 Penalty: 725.963867
	Iteration 50Q: 3 clusters Score -235529.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -235532.531250 Penalty: 725.963867
	Iteration 51Q: 3 clusters Score -235532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -235535.125000 Penalty: 725.963867
	Iteration 52Q: 3 clusters Score -235535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -235537.968750 Penalty: 725.963867
	Iteration 53Q: 3 clusters Score -235538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -235541.000000 Penalty: 725.963867
	Iteration 54Q: 3 clusters Score -235541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -235546.000000 Penalty: 725.963867
	Iteration 55Q: 3 clusters Score -235546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -235548.828125 Penalty: 725.963867
	Iteration 56Q: 3 clusters Score -235548.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -235550.984375 Penalty: 725.963867
	Iteration 57Q: 3 clusters Score -235551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -235552.390625 Penalty: 725.963867
	Iteration 58Q: 3 clusters Score -235552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -235555.328125 Penalty: 725.963867
	Iteration 59Q: 3 clusters Score -235555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -235556.515625 Penalty: 725.963867
	Iteration 60F: 3 clusters Score -235556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -235557.421875 Penalty: 725.963867
	Iteration 61Q: 3 clusters Score -235557.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -235557.750000 Penalty: 725.963867
	Iteration 62Q: 3 clusters Score -235557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -235558.828125 Penalty: 725.963867
	Iteration 63Q: 3 clusters Score -235558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -235560.140625 Penalty: 725.963867
	Iteration 64Q: 3 clusters Score -235560.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -235561.656250 Penalty: 725.963867
	Iteration 65Q: 3 clusters Score -235561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -235562.218750 Penalty: 725.963867
	Iteration 66Q: 3 clusters Score -235562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -235562.687500 Penalty: 725.963867
	Iteration 67Q: 3 clusters Score -235562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -235562.765625 Penalty: 725.963867
	Iteration 68Q: 3 clusters Score -235562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -235562.859375 Penalty: 725.963867
	Iteration 69Q: 3 clusters Score -235562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -235562.843750 Penalty: 725.963867
	Iteration 70Q: 3 clusters Score -235562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -235562.812500 Penalty: 725.963867
	Iteration 71Q: 3 clusters Score -235562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -235562.812500 Penalty: 725.963867
	Iteration 72F: 3 clusters Score -235562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17128.216797 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17128.22 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17230.824219 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17230.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17260.277344 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17260.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17276.791016 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17276.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17285.076172 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17285.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17292.755859 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17292.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17299.197266 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17301.367188 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17301.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17302.589844 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -17302.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17302.589844 Penalty: 522.613281
	Iteration 9F: 3 clusters Score -17302.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7991.820801 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7991.821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8044.528809 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8044.529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8062.609375 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8062.609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8063.798340 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -8063.798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -8066.246582 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8066.247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -8066.246582 Penalty: 446.380005
	Iteration 5F: 3 clusters Score -8066.247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -41252.410156 Penalty: 290.984406
	Iteration 0F: 2 clusters Score -41252.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40693.621094 Penalty: 581.968811
	Iteration 0F: 3 clusters Score -40693.62 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40816.867188 Penalty: 581.968811
	Iteration 1F: 3 clusters Score -40816.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40857.085938 Penalty: 581.968811
	Iteration 2F: 3 clusters Score -40857.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40901.175781 Penalty: 581.968811
	Iteration 3F: 3 clusters Score -40901.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40980.652344 Penalty: 581.968811
	Iteration 4F: 3 clusters Score -40980.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41056.992188 Penalty: 581.968811
	Iteration 5F: 3 clusters Score -41056.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41099.757812 Penalty: 581.968811
	Iteration 6F: 3 clusters Score -41099.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41136.769531 Penalty: 581.968811
	Iteration 7Q: 3 clusters Score -41136.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41150.359375 Penalty: 581.968811
	Iteration 8Q: 3 clusters Score -41150.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41155.019531 Penalty: 581.968811
	Iteration 9Q: 3 clusters Score -41155.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41156.210938 Penalty: 581.968811
	Iteration 10Q: 3 clusters Score -41156.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41156.687500 Penalty: 581.968811
	Iteration 11Q: 3 clusters Score -41156.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41156.687500 Penalty: 581.968811
	Iteration 12F: 3 clusters Score -41156.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -511169.468750 Penalty: 399.637573
	Iteration 0F: 2 clusters Score -511169.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -506773.093750 Penalty: 799.275146
	Iteration 0F: 3 clusters Score -506773.1 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -508757.562500 Penalty: 799.275146
	Iteration 1F: 3 clusters Score -508757.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -509242.781250 Penalty: 799.275146
	Iteration 2F: 3 clusters Score -509242.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -509696.906250 Penalty: 799.275146
	Iteration 3F: 3 clusters Score -509696.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -510123.906250 Penalty: 799.275146
	Iteration 4F: 3 clusters Score -510123.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -510438.062500 Penalty: 799.275146
	Iteration 5F: 3 clusters Score -510438.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -510586.187500 Penalty: 799.275146
	Iteration 6Q: 3 clusters Score -510586.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -510635.000000 Penalty: 799.275146
	Iteration 7Q: 3 clusters Score -510635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -510660.375000 Penalty: 799.275146
	Iteration 8Q: 3 clusters Score -510660.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -510677.750000 Penalty: 799.275146
	Iteration 9Q: 3 clusters Score -510677.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -510694.031250 Penalty: 799.275146
	Iteration 10Q: 3 clusters Score -510694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -510705.687500 Penalty: 799.275146
	Iteration 11Q: 3 clusters Score -510705.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -510717.187500 Penalty: 799.275146
	Iteration 12Q: 3 clusters Score -510717.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -510727.500000 Penalty: 799.275146
	Iteration 13Q: 3 clusters Score -510727.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -510739.312500 Penalty: 799.275146
	Iteration 14Q: 3 clusters Score -510739.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -510751.812500 Penalty: 799.275146
	Iteration 15Q: 3 clusters Score -510751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -510760.031250 Penalty: 799.275146
	Iteration 16Q: 3 clusters Score -510760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -510767.468750 Penalty: 799.275146
	Iteration 17Q: 3 clusters Score -510767.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -510773.218750 Penalty: 799.275146
	Iteration 18Q: 3 clusters Score -510773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -510777.375000 Penalty: 799.275146
	Iteration 19Q: 3 clusters Score -510777.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -510781.312500 Penalty: 799.275146
	Iteration 20F: 3 clusters Score -510781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -510784.843750 Penalty: 799.275146
	Iteration 21Q: 3 clusters Score -510784.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -510785.812500 Penalty: 799.275146
	Iteration 22Q: 3 clusters Score -510785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -510788.562500 Penalty: 799.275146
	Iteration 23Q: 3 clusters Score -510788.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -510792.031250 Penalty: 799.275146
	Iteration 24Q: 3 clusters Score -510792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -510797.468750 Penalty: 799.275146
	Iteration 25Q: 3 clusters Score -510797.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -510805.968750 Penalty: 799.275146
	Iteration 26Q: 3 clusters Score -510806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -510811.093750 Penalty: 799.275146
	Iteration 27Q: 3 clusters Score -510811.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -510818.312500 Penalty: 799.275146
	Iteration 28Q: 3 clusters Score -510818.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -510824.906250 Penalty: 799.275146
	Iteration 29Q: 3 clusters Score -510824.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -510829.343750 Penalty: 799.275146
	Iteration 30Q: 3 clusters Score -510829.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -510832.312500 Penalty: 799.275146
	Iteration 31Q: 3 clusters Score -510832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -510834.750000 Penalty: 799.275146
	Iteration 32Q: 3 clusters Score -510834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -510836.281250 Penalty: 799.275146
	Iteration 33Q: 3 clusters Score -510836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -510838.906250 Penalty: 799.275146
	Iteration 34Q: 3 clusters Score -510838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -510841.781250 Penalty: 799.275146
	Iteration 35Q: 3 clusters Score -510841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -510843.687500 Penalty: 799.275146
	Iteration 36Q: 3 clusters Score -510843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -510844.593750 Penalty: 799.275146
	Iteration 37Q: 3 clusters Score -510844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -510848.000000 Penalty: 799.275146
	Iteration 38Q: 3 clusters Score -510848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -510851.281250 Penalty: 799.275146
	Iteration 39Q: 3 clusters Score -510851.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -510854.312500 Penalty: 799.275146
	Iteration 40F: 3 clusters Score -510854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -510856.875000 Penalty: 799.275146
	Iteration 41Q: 3 clusters Score -510856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -510860.125000 Penalty: 799.275146
	Iteration 42Q: 3 clusters Score -510860.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -510862.593750 Penalty: 799.275146
	Iteration 43Q: 3 clusters Score -510862.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -510868.312500 Penalty: 799.275146
	Iteration 44Q: 3 clusters Score -510868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -510870.468750 Penalty: 799.275146
	Iteration 45Q: 3 clusters Score -510870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -510872.562500 Penalty: 799.275146
	Iteration 46Q: 3 clusters Score -510872.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -510874.937500 Penalty: 799.275146
	Iteration 47Q: 3 clusters Score -510874.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -510879.750000 Penalty: 799.275146
	Iteration 48Q: 3 clusters Score -510879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -510884.937500 Penalty: 799.275146
	Iteration 49Q: 3 clusters Score -510884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -510889.218750 Penalty: 799.275146
	Iteration 50Q: 3 clusters Score -510889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -510894.781250 Penalty: 799.275146
	Iteration 51Q: 3 clusters Score -510894.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -510903.000000 Penalty: 799.275146
	Iteration 52Q: 3 clusters Score -510903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -510909.937500 Penalty: 799.275146
	Iteration 53Q: 3 clusters Score -510909.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -510913.687500 Penalty: 799.275146
	Iteration 54Q: 3 clusters Score -510913.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -510918.031250 Penalty: 799.275146
	Iteration 55Q: 3 clusters Score -510918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -510920.031250 Penalty: 799.275146
	Iteration 56Q: 3 clusters Score -510920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -510922.250000 Penalty: 799.275146
	Iteration 57Q: 3 clusters Score -510922.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -510923.875000 Penalty: 799.275146
	Iteration 58Q: 3 clusters Score -510923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -510925.250000 Penalty: 799.275146
	Iteration 59Q: 3 clusters Score -510925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -510927.312500 Penalty: 799.275146
	Iteration 60F: 3 clusters Score -510927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -510927.968750 Penalty: 799.275146
	Iteration 61Q: 3 clusters Score -510928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -510928.093750 Penalty: 799.275146
	Iteration 62Q: 3 clusters Score -510928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -510928.125000 Penalty: 799.275146
	Iteration 63Q: 3 clusters Score -510928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -510928.156250 Penalty: 799.275146
	Iteration 64Q: 3 clusters Score -510928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -510928.093750 Penalty: 799.275146
	Iteration 65Q: 3 clusters Score -510928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -510929.906250 Penalty: 799.275146
	Iteration 66Q: 3 clusters Score -510929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -510930.375000 Penalty: 799.275146
	Iteration 67Q: 3 clusters Score -510930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -510930.375000 Penalty: 799.275146
	Iteration 68F: 3 clusters Score -510930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -95756.234375 Penalty: 325.747772
	Iteration 0F: 2 clusters Score -95756.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -94789.351562 Penalty: 651.495544
	Iteration 0F: 3 clusters Score -94789.35 nChanged 544
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: -95120.968750 Penalty: 651.495544
	Iteration 1F: 3 clusters Score -95120.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -95184.125000 Penalty: 651.495544
	Iteration 2F: 3 clusters Score -95184.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -95223.476562 Penalty: 651.495544
	Iteration 3F: 3 clusters Score -95223.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -95260.031250 Penalty: 651.495544
	Iteration 4Q: 3 clusters Score -95260.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95295.890625 Penalty: 651.495544
	Iteration 5Q: 3 clusters Score -95295.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95322.640625 Penalty: 651.495544
	Iteration 6Q: 3 clusters Score -95322.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -95360.656250 Penalty: 651.495544
	Iteration 7Q: 3 clusters Score -95360.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95404.796875 Penalty: 651.495544
	Iteration 8Q: 3 clusters Score -95404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -95439.968750 Penalty: 651.495544
	Iteration 9Q: 3 clusters Score -95439.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95466.125000 Penalty: 651.495544
	Iteration 10Q: 3 clusters Score -95466.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95478.484375 Penalty: 651.495544
	Iteration 11Q: 3 clusters Score -95478.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95484.859375 Penalty: 651.495544
	Iteration 12Q: 3 clusters Score -95484.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -95489.781250 Penalty: 651.495544
	Iteration 13Q: 3 clusters Score -95489.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -95493.468750 Penalty: 651.495544
	Iteration 14Q: 3 clusters Score -95493.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -95496.468750 Penalty: 651.495544
	Iteration 15Q: 3 clusters Score -95496.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -95498.875000 Penalty: 651.495544
	Iteration 16Q: 3 clusters Score -95498.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95499.218750 Penalty: 651.495544
	Iteration 17Q: 3 clusters Score -95499.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95499.781250 Penalty: 651.495544
	Iteration 18Q: 3 clusters Score -95499.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95500.109375 Penalty: 651.495544
	Iteration 19Q: 3 clusters Score -95500.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -95501.585938 Penalty: 651.495544
	Iteration 20F: 3 clusters Score -95501.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 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 129 members 
Entering Unmasked Estep 
Score: -4136.081543 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4136.082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4224.906250 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4224.906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4252.570801 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4252.571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4267.397949 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -4267.398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4269.527832 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4269.528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4271.881836 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4271.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4273.311523 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4273.312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4274.495605 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4274.496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4274.495605 Penalty: 500.242279
	Iteration 8F: 3 clusters Score -4274.496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -37824.539062 Penalty: 288.965302
	Iteration 0F: 2 clusters Score -37824.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37309.371094 Penalty: 577.930603
	Iteration 0F: 3 clusters Score -37309.37 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37474.695312 Penalty: 577.930603
	Iteration 1F: 3 clusters Score -37474.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37512.882812 Penalty: 577.930603
	Iteration 2F: 3 clusters Score -37512.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -37526.335938 Penalty: 577.930603
	Iteration 3Q: 3 clusters Score -37526.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -37531.761719 Penalty: 577.930603
	Iteration 4Q: 3 clusters Score -37531.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37538.324219 Penalty: 577.930603
	Iteration 5Q: 3 clusters Score -37538.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37543.613281 Penalty: 577.930603
	Iteration 6Q: 3 clusters Score -37543.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37552.023438 Penalty: 577.930603
	Iteration 7Q: 3 clusters Score -37552.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -37560.609375 Penalty: 577.930603
	Iteration 8Q: 3 clusters Score -37560.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37568.585938 Penalty: 577.930603
	Iteration 9Q: 3 clusters Score -37568.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37578.531250 Penalty: 577.930603
	Iteration 10Q: 3 clusters Score -37578.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37585.878906 Penalty: 577.930603
	Iteration 11Q: 3 clusters Score -37585.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37589.593750 Penalty: 577.930603
	Iteration 12Q: 3 clusters Score -37589.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37591.281250 Penalty: 577.930603
	Iteration 13Q: 3 clusters Score -37591.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37591.808594 Penalty: 577.930603
	Iteration 14Q: 3 clusters Score -37591.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37591.910156 Penalty: 577.930603
	Iteration 15Q: 3 clusters Score -37591.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37591.910156 Penalty: 577.930603
	Iteration 16F: 3 clusters Score -37591.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1000224.625000 Penalty: 428.648407
	Iteration 0F: 2 clusters Score -1000225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -992015.062500 Penalty: 857.296814
	Iteration 0F: 3 clusters Score -992015.1 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -995421.625000 Penalty: 857.296814
	Iteration 1F: 3 clusters Score -995421.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -995728.125000 Penalty: 857.296814
	Iteration 2F: 3 clusters Score -995728.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -996174.125000 Penalty: 857.296814
	Iteration 3F: 3 clusters Score -996174.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -996822.625000 Penalty: 857.296814
	Iteration 4F: 3 clusters Score -996822.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -997545.937500 Penalty: 857.296814
	Iteration 5F: 3 clusters Score -997545.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -998294.500000 Penalty: 857.296814
	Iteration 6F: 3 clusters Score -998294.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -998797.000000 Penalty: 857.296814
	Iteration 7Q: 3 clusters Score -998797 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -999046.312500 Penalty: 857.296814
	Iteration 8Q: 3 clusters Score -999046.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -999170.437500 Penalty: 857.296814
	Iteration 9Q: 3 clusters Score -999170.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -999247.937500 Penalty: 857.296814
	Iteration 10Q: 3 clusters Score -999247.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -999311.875000 Penalty: 857.296814
	Iteration 11Q: 3 clusters Score -999311.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -999362.187500 Penalty: 857.296814
	Iteration 12Q: 3 clusters Score -999362.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -999402.437500 Penalty: 857.296814
	Iteration 13Q: 3 clusters Score -999402.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -999444.375000 Penalty: 857.296814
	Iteration 14Q: 3 clusters Score -999444.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -999468.812500 Penalty: 857.296814
	Iteration 15Q: 3 clusters Score -999468.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -999493.125000 Penalty: 857.296814
	Iteration 16Q: 3 clusters Score -999493.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -999520.187500 Penalty: 857.296814
	Iteration 17Q: 3 clusters Score -999520.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -999544.187500 Penalty: 857.296814
	Iteration 18Q: 3 clusters Score -999544.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -999568.125000 Penalty: 857.296814
	Iteration 19Q: 3 clusters Score -999568.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -999587.375000 Penalty: 857.296814
	Iteration 20F: 3 clusters Score -999587.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -999602.687500 Penalty: 857.296814
	Iteration 21Q: 3 clusters Score -999602.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -999617.187500 Penalty: 857.296814
	Iteration 22Q: 3 clusters Score -999617.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -999628.125000 Penalty: 857.296814
	Iteration 23Q: 3 clusters Score -999628.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -999642.750000 Penalty: 857.296814
	Iteration 24Q: 3 clusters Score -999642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -999648.062500 Penalty: 857.296814
	Iteration 25Q: 3 clusters Score -999648.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -999658.437500 Penalty: 857.296814
	Iteration 26Q: 3 clusters Score -999658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -999668.187500 Penalty: 857.296814
	Iteration 27Q: 3 clusters Score -999668.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -999680.437500 Penalty: 857.296814
	Iteration 28Q: 3 clusters Score -999680.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -999690.437500 Penalty: 857.296814
	Iteration 29Q: 3 clusters Score -999690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -999694.500000 Penalty: 857.296814
	Iteration 30Q: 3 clusters Score -999694.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -999697.312500 Penalty: 857.296814
	Iteration 31Q: 3 clusters Score -999697.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -999698.875000 Penalty: 857.296814
	Iteration 32Q: 3 clusters Score -999698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -999702.875000 Penalty: 857.296814
	Iteration 33Q: 3 clusters Score -999702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -999706.812500 Penalty: 857.296814
	Iteration 34Q: 3 clusters Score -999706.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -999709.375000 Penalty: 857.296814
	Iteration 35Q: 3 clusters Score -999709.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -999711.000000 Penalty: 857.296814
	Iteration 36Q: 3 clusters Score -999711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -999712.937500 Penalty: 857.296814
	Iteration 37Q: 3 clusters Score -999712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -999715.250000 Penalty: 857.296814
	Iteration 38Q: 3 clusters Score -999715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -999718.687500 Penalty: 857.296814
	Iteration 39Q: 3 clusters Score -999718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -999721.500000 Penalty: 857.296814
	Iteration 40F: 3 clusters Score -999721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -999724.062500 Penalty: 857.296814
	Iteration 41Q: 3 clusters Score -999724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -999723.000000 Penalty: 857.296814
	Iteration 42Q: 3 clusters Score -999723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -999723.687500 Penalty: 857.296814
	Iteration 43Q: 3 clusters Score -999723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -999726.125000 Penalty: 857.296814
	Iteration 44Q: 3 clusters Score -999726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -999727.062500 Penalty: 857.296814
	Iteration 45Q: 3 clusters Score -999727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -999726.500000 Penalty: 857.296814
	Iteration 46Q: 3 clusters Score -999726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -999726.875000 Penalty: 857.296814
	Iteration 47Q: 3 clusters Score -999726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -999726.750000 Penalty: 857.296814
	Iteration 48Q: 3 clusters Score -999726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -999727.312500 Penalty: 857.296814
	Iteration 49Q: 3 clusters Score -999727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -999729.000000 Penalty: 857.296814
	Iteration 50Q: 3 clusters Score -999729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -999727.437500 Penalty: 857.296814
	Iteration 51Q: 3 clusters Score -999727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -999729.937500 Penalty: 857.296814
	Iteration 52Q: 3 clusters Score -999729.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -999730.437500 Penalty: 857.296814
	Iteration 53Q: 3 clusters Score -999730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -999732.875000 Penalty: 857.296814
	Iteration 54Q: 3 clusters Score -999732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -999733.750000 Penalty: 857.296814
	Iteration 55Q: 3 clusters Score -999733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -999734.312500 Penalty: 857.296814
	Iteration 56Q: 3 clusters Score -999734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -999733.875000 Penalty: 857.296814
	Iteration 57Q: 3 clusters Score -999733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -999736.812500 Penalty: 857.296814
	Iteration 58Q: 3 clusters Score -999736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -999736.937500 Penalty: 857.296814
	Iteration 59Q: 3 clusters Score -999736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -999738.000000 Penalty: 857.296814
	Iteration 60F: 3 clusters Score -999738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -999738.000000 Penalty: 857.296814
	Iteration 61Q: 3 clusters Score -999738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -999741.625000 Penalty: 857.296814
	Iteration 62Q: 3 clusters Score -999741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -999744.250000 Penalty: 857.296814
	Iteration 63Q: 3 clusters Score -999744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -999748.625000 Penalty: 857.296814
	Iteration 64Q: 3 clusters Score -999748.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -999754.000000 Penalty: 857.296814
	Iteration 65Q: 3 clusters Score -999754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -999755.500000 Penalty: 857.296814
	Iteration 66Q: 3 clusters Score -999755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -999755.625000 Penalty: 857.296814
	Iteration 67Q: 3 clusters Score -999755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -999759.750000 Penalty: 857.296814
	Iteration 68Q: 3 clusters Score -999759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -999762.437500 Penalty: 857.296814
	Iteration 69Q: 3 clusters Score -999762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -999766.437500 Penalty: 857.296814
	Iteration 70Q: 3 clusters Score -999766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -999765.562500 Penalty: 857.296814
	Iteration 71Q: 3 clusters Score -999765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -999765.375000 Penalty: 857.296814
	Iteration 72Q: 3 clusters Score -999765.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -999767.875000 Penalty: 857.296814
	Iteration 73Q: 3 clusters Score -999767.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -999768.375000 Penalty: 857.296814
	Iteration 74Q: 3 clusters Score -999768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -999767.187500 Penalty: 857.296814
	Iteration 75Q: 3 clusters Score -999767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -999769.125000 Penalty: 857.296814
	Iteration 76Q: 3 clusters Score -999769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -999769.125000 Penalty: 857.296814
	Iteration 77Q: 3 clusters Score -999769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -999768.500000 Penalty: 857.296814
	Iteration 78Q: 3 clusters Score -999768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -999768.500000 Penalty: 857.296814
	Iteration 79F: 3 clusters Score -999768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15809.569336 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15809.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15895.009766 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15895.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15922.406250 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15922.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15950.182617 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -15950.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15965.761719 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15965.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15970.238281 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15970.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15970.466797 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15970.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15970.466797 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -15970.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (22841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Entering Unmasked Estep 
Score: -1848612.875000 Penalty: 456.652191
	Iteration 0F: 2 clusters Score -1848613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1833854.250000 Penalty: 913.304382
	Iteration 0F: 3 clusters Score -1833854 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1840213.625000 Penalty: 913.304382
	Iteration 1F: 3 clusters Score -1840214 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1840499.250000 Penalty: 913.304382
	Iteration 2Q: 3 clusters Score -1840499 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1840818.125000 Penalty: 913.304382
	Iteration 3Q: 3 clusters Score -1840818 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1841183.750000 Penalty: 913.304382
	Iteration 4Q: 3 clusters Score -1841184 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1841624.250000 Penalty: 913.304382
	Iteration 5Q: 3 clusters Score -1841624 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1842208.500000 Penalty: 913.304382
	Iteration 6F: 3 clusters Score -1842208 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1842964.625000 Penalty: 913.304382
	Iteration 7F: 3 clusters Score -1842965 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1843914.250000 Penalty: 913.304382
	Iteration 8F: 3 clusters Score -1843914 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1845010.000000 Penalty: 913.304382
	Iteration 9F: 3 clusters Score -1845010 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1846197.500000 Penalty: 913.304382
	Iteration 10F: 3 clusters Score -1846198 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1847197.625000 Penalty: 913.304382
	Iteration 11Q: 3 clusters Score -1847198 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -1847784.125000 Penalty: 913.304382
	Iteration 12Q: 3 clusters Score -1847784 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1848066.625000 Penalty: 913.304382
	Iteration 13Q: 3 clusters Score -1848067 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -1848161.250000 Penalty: 913.304382
	Iteration 14Q: 3 clusters Score -1848161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -1848186.625000 Penalty: 913.304382
	Iteration 15Q: 3 clusters Score -1848187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -1848200.500000 Penalty: 913.304382
	Iteration 16Q: 3 clusters Score -1848200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -1848206.875000 Penalty: 913.304382
	Iteration 17Q: 3 clusters Score -1848207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1848220.750000 Penalty: 913.304382
	Iteration 18Q: 3 clusters Score -1848221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -1848223.250000 Penalty: 913.304382
	Iteration 19Q: 3 clusters Score -1848223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -1848235.375000 Penalty: 913.304382
	Iteration 20F: 3 clusters Score -1848235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -1848240.125000 Penalty: 913.304382
	Iteration 21Q: 3 clusters Score -1848240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -1848242.375000 Penalty: 913.304382
	Iteration 22Q: 3 clusters Score -1848242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1848244.625000 Penalty: 913.304382
	Iteration 23Q: 3 clusters Score -1848245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1848244.625000 Penalty: 913.304382
	Iteration 24F: 3 clusters Score -1848245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -71738.171875 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -71738.17 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 414 members 
Entering Unmasked Estep 
Score: -70994.296875 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -70994.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71224.156250 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -71224.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71283.546875 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -71283.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71324.015625 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -71324.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71362.578125 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -71362.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71388.960938 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -71388.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71407.632812 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -71407.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -71412.156250 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -71412.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71413.875000 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -71413.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71414.179688 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -71414.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71414.968750 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -71414.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71417.945312 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -71417.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71419.765625 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -71419.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71422.468750 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -71422.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71424.773438 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -71424.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -71426.320312 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -71426.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71427.296875 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -71427.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71427.414062 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -71427.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -71427.757812 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -71427.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71427.914062 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -71427.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71428.507812 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -71428.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71429.039062 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -71429.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -71429.039062 Penalty: 620.522095
	Iteration 22F: 3 clusters Score -71429.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -956686.625000 Penalty: 426.062225
	Iteration 0F: 2 clusters Score -956686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -948905.812500 Penalty: 852.124451
	Iteration 0F: 3 clusters Score -948905.8 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -952030.812500 Penalty: 852.124451
	Iteration 1F: 3 clusters Score -952030.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -952292.562500 Penalty: 852.124451
	Iteration 2F: 3 clusters Score -952292.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -952676.875000 Penalty: 852.124451
	Iteration 3F: 3 clusters Score -952676.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -953358.812500 Penalty: 852.124451
	Iteration 4F: 3 clusters Score -953358.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -954320.750000 Penalty: 852.124451
	Iteration 5F: 3 clusters Score -954320.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -955168.500000 Penalty: 852.124451
	Iteration 6F: 3 clusters Score -955168.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -955647.687500 Penalty: 852.124451
	Iteration 7Q: 3 clusters Score -955647.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -955910.312500 Penalty: 852.124451
	Iteration 8Q: 3 clusters Score -955910.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -956052.875000 Penalty: 852.124451
	Iteration 9Q: 3 clusters Score -956052.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -956132.750000 Penalty: 852.124451
	Iteration 10Q: 3 clusters Score -956132.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -956163.062500 Penalty: 852.124451
	Iteration 11Q: 3 clusters Score -956163.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -956179.250000 Penalty: 852.124451
	Iteration 12Q: 3 clusters Score -956179.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -956187.500000 Penalty: 852.124451
	Iteration 13Q: 3 clusters Score -956187.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -956193.437500 Penalty: 852.124451
	Iteration 14Q: 3 clusters Score -956193.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -956198.750000 Penalty: 852.124451
	Iteration 15Q: 3 clusters Score -956198.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -956207.000000 Penalty: 852.124451
	Iteration 16Q: 3 clusters Score -956207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -956208.250000 Penalty: 852.124451
	Iteration 17Q: 3 clusters Score -956208.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -956208.500000 Penalty: 852.124451
	Iteration 18Q: 3 clusters Score -956208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -956209.125000 Penalty: 852.124451
	Iteration 19Q: 3 clusters Score -956209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -956209.812500 Penalty: 852.124451
	Iteration 20F: 3 clusters Score -956209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -956212.437500 Penalty: 852.124451
	Iteration 21Q: 3 clusters Score -956212.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -956211.750000 Penalty: 852.124451
	Iteration 22Q: 3 clusters Score -956211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -956210.875000 Penalty: 852.124451
	Iteration 23Q: 3 clusters Score -956210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -956213.437500 Penalty: 852.124451
	Iteration 24Q: 3 clusters Score -956213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -956214.125000 Penalty: 852.124451
	Iteration 25Q: 3 clusters Score -956214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -956212.187500 Penalty: 852.124451
	Iteration 26Q: 3 clusters Score -956212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -956211.812500 Penalty: 852.124451
	Iteration 27Q: 3 clusters Score -956211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -956212.812500 Penalty: 852.124451
	Iteration 28Q: 3 clusters Score -956212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -956210.687500 Penalty: 852.124451
	Iteration 29Q: 3 clusters Score -956210.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -956212.125000 Penalty: 852.124451
	Iteration 30Q: 3 clusters Score -956212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -956211.687500 Penalty: 852.124451
	Iteration 31Q: 3 clusters Score -956211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -956210.937500 Penalty: 852.124451
	Iteration 32Q: 3 clusters Score -956210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -956213.250000 Penalty: 852.124451
	Iteration 33Q: 3 clusters Score -956213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -956213.250000 Penalty: 852.124451
	Iteration 34F: 3 clusters Score -956213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -11644.148438 Penalty: 246.432571
	Iteration 0F: 2 clusters Score -11644.15 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 110 members 
Entering Unmasked Estep 
Score: -11369.181641 Penalty: 492.865143
	Iteration 0F: 3 clusters Score -11369.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11451.625000 Penalty: 492.865143
	Iteration 1F: 3 clusters Score -11451.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11473.068359 Penalty: 492.865143
	Iteration 2F: 3 clusters Score -11473.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11480.279297 Penalty: 492.865143
	Iteration 3Q: 3 clusters Score -11480.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11486.253906 Penalty: 492.865143
	Iteration 4Q: 3 clusters Score -11486.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11489.202148 Penalty: 492.865143
	Iteration 5Q: 3 clusters Score -11489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11504.099609 Penalty: 492.865143
	Iteration 6Q: 3 clusters Score -11504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11506.794922 Penalty: 492.865143
	Iteration 7Q: 3 clusters Score -11506.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11515.861328 Penalty: 492.865143
	Iteration 8Q: 3 clusters Score -11515.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11522.492188 Penalty: 492.865143
	Iteration 9Q: 3 clusters Score -11522.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11524.649414 Penalty: 492.865143
	Iteration 10Q: 3 clusters Score -11524.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11535.245117 Penalty: 492.865143
	Iteration 11Q: 3 clusters Score -11535.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11546.900391 Penalty: 492.865143
	Iteration 12Q: 3 clusters Score -11546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11548.896484 Penalty: 492.865143
	Iteration 13Q: 3 clusters Score -11548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11551.990234 Penalty: 492.865143
	Iteration 14Q: 3 clusters Score -11551.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11567.398438 Penalty: 492.865143
	Iteration 15Q: 3 clusters Score -11567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11595.988281 Penalty: 492.865143
	Iteration 16Q: 3 clusters Score -11595.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11613.087891 Penalty: 492.865143
	Iteration 17Q: 3 clusters Score -11613.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11619.625977 Penalty: 492.865143
	Iteration 18Q: 3 clusters Score -11619.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11632.710938 Penalty: 492.865143
	Iteration 19Q: 3 clusters Score -11632.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11636.699219 Penalty: 492.865143
	Iteration 20F: 3 clusters Score -11636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11650.406250 Penalty: 492.865143
	Iteration 21Q: 3 clusters Score -11650.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11652.869141 Penalty: 492.865143
	Iteration 22Q: 3 clusters Score -11652.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11653.173828 Penalty: 492.865143
	Iteration 23Q: 3 clusters Score -11653.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11654.166016 Penalty: 492.865143
	Iteration 24Q: 3 clusters Score -11654.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11659.807617 Penalty: 492.865143
	Iteration 25Q: 3 clusters Score -11659.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11671.953125 Penalty: 492.865143
	Iteration 26Q: 3 clusters Score -11671.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11672.720703 Penalty: 492.865143
	Iteration 27Q: 3 clusters Score -11672.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11673.795898 Penalty: 492.865143
	Iteration 28Q: 3 clusters Score -11673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11674.337891 Penalty: 492.865143
	Iteration 29Q: 3 clusters Score -11674.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11674.337891 Penalty: 492.865143
	Iteration 30F: 3 clusters Score -11674.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 24608 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 106 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182216.000000 Penalty: 46951.042969
Splitting cluster 55 changes total score from -42182544.000000 to -42182216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -140774.265625 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -140774.3 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 925 members 
Entering Unmasked Estep 
Score: -139471.359375 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -139471.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -140008.875000 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -140008.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -140109.750000 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -140109.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -140176.953125 Penalty: 682.799377
	Iteration 3F: 3 clusters Score -140177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140233.656250 Penalty: 682.799377
	Iteration 4Q: 3 clusters Score -140233.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -140292.500000 Penalty: 682.799377
	Iteration 5Q: 3 clusters Score -140292.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -140314.750000 Penalty: 682.799377
	Iteration 6Q: 3 clusters Score -140314.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -140338.218750 Penalty: 682.799377
	Iteration 7Q: 3 clusters Score -140338.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -140365.015625 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -140365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -140395.843750 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -140395.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -140414.468750 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -140414.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -140427.234375 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -140427.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -140440.359375 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -140440.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -140447.515625 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -140447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -140453.562500 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -140453.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -140458.421875 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -140458.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -140462.734375 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -140462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140465.453125 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -140465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -140467.296875 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -140467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -140470.578125 Penalty: 682.799377
	Iteration 19Q: 3 clusters Score -140470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -140474.781250 Penalty: 682.799377
	Iteration 20F: 3 clusters Score -140474.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -140478.265625 Penalty: 682.799377
	Iteration 21Q: 3 clusters Score -140478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -140481.859375 Penalty: 682.799377
	Iteration 22Q: 3 clusters Score -140481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140483.000000 Penalty: 682.799377
	Iteration 23Q: 3 clusters Score -140483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140483.171875 Penalty: 682.799377
	Iteration 24Q: 3 clusters Score -140483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -140483.171875 Penalty: 682.799377
	Iteration 25F: 3 clusters Score -140483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16725.197266 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16725.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16795.476562 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16795.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16816.248047 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16816.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16827.341797 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16827.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16828.328125 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16828.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16828.601562 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16828.601562 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -16828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -39011.019531 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -39011.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38485.101562 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -38485.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38611.656250 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -38611.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38637.718750 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -38637.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38650.046875 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -38650.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -38660.125000 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -38660.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38661.957031 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -38661.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38664.578125 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -38664.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38667.585938 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -38667.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38670.164062 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -38670.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38673.804688 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -38673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38675.019531 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -38675.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38676.984375 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -38676.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38678.000000 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -38678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38678.160156 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -38678.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38678.160156 Penalty: 572.025818
	Iteration 14F: 3 clusters Score -38678.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -138901.203125 Penalty: 339.426117
	Iteration 0F: 2 clusters Score -138901.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -137663.828125 Penalty: 678.852234
	Iteration 0F: 3 clusters Score -137663.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -138067.375000 Penalty: 678.852234
	Iteration 1F: 3 clusters Score -138067.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -138160.000000 Penalty: 678.852234
	Iteration 2F: 3 clusters Score -138160 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -138237.921875 Penalty: 678.852234
	Iteration 3F: 3 clusters Score -138237.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -138317.187500 Penalty: 678.852234
	Iteration 4F: 3 clusters Score -138317.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -138393.656250 Penalty: 678.852234
	Iteration 5F: 3 clusters Score -138393.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138432.640625 Penalty: 678.852234
	Iteration 6Q: 3 clusters Score -138432.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138454.890625 Penalty: 678.852234
	Iteration 7Q: 3 clusters Score -138454.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -138469.531250 Penalty: 678.852234
	Iteration 8Q: 3 clusters Score -138469.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -138482.687500 Penalty: 678.852234
	Iteration 9Q: 3 clusters Score -138482.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138498.312500 Penalty: 678.852234
	Iteration 10Q: 3 clusters Score -138498.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138507.718750 Penalty: 678.852234
	Iteration 11Q: 3 clusters Score -138507.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -138515.828125 Penalty: 678.852234
	Iteration 12Q: 3 clusters Score -138515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -138521.562500 Penalty: 678.852234
	Iteration 13Q: 3 clusters Score -138521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -138525.343750 Penalty: 678.852234
	Iteration 14Q: 3 clusters Score -138525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138529.796875 Penalty: 678.852234
	Iteration 15Q: 3 clusters Score -138529.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138534.562500 Penalty: 678.852234
	Iteration 16Q: 3 clusters Score -138534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138537.203125 Penalty: 678.852234
	Iteration 17Q: 3 clusters Score -138537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -138540.218750 Penalty: 678.852234
	Iteration 18Q: 3 clusters Score -138540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -138544.765625 Penalty: 678.852234
	Iteration 19Q: 3 clusters Score -138544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138546.515625 Penalty: 678.852234
	Iteration 20F: 3 clusters Score -138546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138547.859375 Penalty: 678.852234
	Iteration 21Q: 3 clusters Score -138547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138549.109375 Penalty: 678.852234
	Iteration 22Q: 3 clusters Score -138549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -138550.671875 Penalty: 678.852234
	Iteration 23Q: 3 clusters Score -138550.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138552.015625 Penalty: 678.852234
	Iteration 24Q: 3 clusters Score -138552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138554.000000 Penalty: 678.852234
	Iteration 25Q: 3 clusters Score -138554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138555.812500 Penalty: 678.852234
	Iteration 26Q: 3 clusters Score -138555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138556.312500 Penalty: 678.852234
	Iteration 27Q: 3 clusters Score -138556.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138556.312500 Penalty: 678.852234
	Iteration 28F: 3 clusters Score -138556.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Entering Unmasked Estep 
Score: -1664479.000000 Penalty: 451.643311
	Iteration 0F: 2 clusters Score -1664479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1651094.000000 Penalty: 903.286621
	Iteration 0F: 3 clusters Score -1651094 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1657216.875000 Penalty: 903.286621
	Iteration 1F: 3 clusters Score -1657217 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1658259.500000 Penalty: 903.286621
	Iteration 2F: 3 clusters Score -1658260 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1659594.250000 Penalty: 903.286621
	Iteration 3F: 3 clusters Score -1659594 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1661210.250000 Penalty: 903.286621
	Iteration 4F: 3 clusters Score -1661210 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1662633.375000 Penalty: 903.286621
	Iteration 5F: 3 clusters Score -1662633 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1663299.000000 Penalty: 903.286621
	Iteration 6Q: 3 clusters Score -1663299 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1663615.625000 Penalty: 903.286621
	Iteration 7Q: 3 clusters Score -1663616 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1663806.125000 Penalty: 903.286621
	Iteration 8Q: 3 clusters Score -1663806 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1663910.625000 Penalty: 903.286621
	Iteration 9Q: 3 clusters Score -1663911 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1663970.000000 Penalty: 903.286621
	Iteration 10Q: 3 clusters Score -1663970 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1664011.125000 Penalty: 903.286621
	Iteration 11Q: 3 clusters Score -1664011 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1664036.500000 Penalty: 903.286621
	Iteration 12Q: 3 clusters Score -1664036 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1664061.125000 Penalty: 903.286621
	Iteration 13Q: 3 clusters Score -1664061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1664068.250000 Penalty: 903.286621
	Iteration 14Q: 3 clusters Score -1664068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1664070.750000 Penalty: 903.286621
	Iteration 15Q: 3 clusters Score -1664071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1664071.375000 Penalty: 903.286621
	Iteration 16Q: 3 clusters Score -1664071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1664062.500000 Penalty: 903.286621
	Iteration 17Q: 3 clusters Score -1664062 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1664072.125000 Penalty: 903.286621
	Iteration 18Q: 3 clusters Score -1664072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1664075.875000 Penalty: 903.286621
	Iteration 19Q: 3 clusters Score -1664076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1664081.250000 Penalty: 903.286621
	Iteration 20F: 3 clusters Score -1664081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1664085.000000 Penalty: 903.286621
	Iteration 21Q: 3 clusters Score -1664085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1664092.750000 Penalty: 903.286621
	Iteration 22Q: 3 clusters Score -1664093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1664091.250000 Penalty: 903.286621
	Iteration 23Q: 3 clusters Score -1664091 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1664093.750000 Penalty: 903.286621
	Iteration 24Q: 3 clusters Score -1664094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1664086.125000 Penalty: 903.286621
	Iteration 25Q: 3 clusters Score -1664086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1664097.250000 Penalty: 903.286621
	Iteration 26Q: 3 clusters Score -1664097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1664091.000000 Penalty: 903.286621
	Iteration 27Q: 3 clusters Score -1664091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1664088.250000 Penalty: 903.286621
	Iteration 28Q: 3 clusters Score -1664088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1664091.125000 Penalty: 903.286621
	Iteration 29Q: 3 clusters Score -1664091 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1664093.000000 Penalty: 903.286621
	Iteration 30Q: 3 clusters Score -1664093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1664093.750000 Penalty: 903.286621
	Iteration 31Q: 3 clusters Score -1664094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1664091.125000 Penalty: 903.286621
	Iteration 32Q: 3 clusters Score -1664091 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1664096.625000 Penalty: 903.286621
	Iteration 33Q: 3 clusters Score -1664097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1664095.750000 Penalty: 903.286621
	Iteration 34Q: 3 clusters Score -1664096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1664094.750000 Penalty: 903.286621
	Iteration 35Q: 3 clusters Score -1664095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1664092.625000 Penalty: 903.286621
	Iteration 36Q: 3 clusters Score -1664093 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1664095.250000 Penalty: 903.286621
	Iteration 37Q: 3 clusters Score -1664095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1664103.000000 Penalty: 903.286621
	Iteration 38Q: 3 clusters Score -1664103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1664092.500000 Penalty: 903.286621
	Iteration 39Q: 3 clusters Score -1664092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1664099.000000 Penalty: 903.286621
	Iteration 40F: 3 clusters Score -1664099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1664094.375000 Penalty: 903.286621
	Iteration 41Q: 3 clusters Score -1664094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1664089.625000 Penalty: 903.286621
	Iteration 42Q: 3 clusters Score -1664090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1664090.625000 Penalty: 903.286621
	Iteration 43Q: 3 clusters Score -1664091 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1664083.625000 Penalty: 903.286621
	Iteration 44Q: 3 clusters Score -1664084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1664089.250000 Penalty: 903.286621
	Iteration 45Q: 3 clusters Score -1664089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1664088.000000 Penalty: 903.286621
	Iteration 46Q: 3 clusters Score -1664088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1664083.375000 Penalty: 903.286621
	Iteration 47Q: 3 clusters Score -1664083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1664089.125000 Penalty: 903.286621
	Iteration 48Q: 3 clusters Score -1664089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1664082.375000 Penalty: 903.286621
	Iteration 49Q: 3 clusters Score -1664082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1664084.500000 Penalty: 903.286621
	Iteration 50Q: 3 clusters Score -1664084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1664078.750000 Penalty: 903.286621
	Iteration 51Q: 3 clusters Score -1664079 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1664080.875000 Penalty: 903.286621
	Iteration 52Q: 3 clusters Score -1664081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1664079.500000 Penalty: 903.286621
	Iteration 53Q: 3 clusters Score -1664080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1664075.875000 Penalty: 903.286621
	Iteration 54Q: 3 clusters Score -1664076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1664076.125000 Penalty: 903.286621
	Iteration 55Q: 3 clusters Score -1664076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1664083.250000 Penalty: 903.286621
	Iteration 56Q: 3 clusters Score -1664083 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1664085.625000 Penalty: 903.286621
	Iteration 57Q: 3 clusters Score -1664086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1664087.875000 Penalty: 903.286621
	Iteration 58Q: 3 clusters Score -1664088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1664095.375000 Penalty: 903.286621
	Iteration 59Q: 3 clusters Score -1664095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1664098.125000 Penalty: 903.286621
	Iteration 60F: 3 clusters Score -1664098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1664104.250000 Penalty: 903.286621
	Iteration 61Q: 3 clusters Score -1664104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1664102.000000 Penalty: 903.286621
	Iteration 62Q: 3 clusters Score -1664102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1664103.750000 Penalty: 903.286621
	Iteration 63Q: 3 clusters Score -1664104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1664112.500000 Penalty: 903.286621
	Iteration 64Q: 3 clusters Score -1664112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1664113.625000 Penalty: 903.286621
	Iteration 65Q: 3 clusters Score -1664114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1664109.875000 Penalty: 903.286621
	Iteration 66Q: 3 clusters Score -1664110 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1664117.125000 Penalty: 903.286621
	Iteration 67Q: 3 clusters Score -1664117 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1664112.125000 Penalty: 903.286621
	Iteration 68Q: 3 clusters Score -1664112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1664116.000000 Penalty: 903.286621
	Iteration 69Q: 3 clusters Score -1664116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1664108.750000 Penalty: 903.286621
	Iteration 70Q: 3 clusters Score -1664109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1664111.875000 Penalty: 903.286621
	Iteration 71Q: 3 clusters Score -1664112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1664112.375000 Penalty: 903.286621
	Iteration 72Q: 3 clusters Score -1664112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1664113.250000 Penalty: 903.286621
	Iteration 73Q: 3 clusters Score -1664113 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1664107.375000 Penalty: 903.286621
	Iteration 74Q: 3 clusters Score -1664107 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1664109.625000 Penalty: 903.286621
	Iteration 75Q: 3 clusters Score -1664110 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1664117.250000 Penalty: 903.286621
	Iteration 76Q: 3 clusters Score -1664117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1664130.625000 Penalty: 903.286621
	Iteration 77Q: 3 clusters Score -1664131 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1664130.500000 Penalty: 903.286621
	Iteration 78Q: 3 clusters Score -1664130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1664137.250000 Penalty: 903.286621
	Iteration 79Q: 3 clusters Score -1664137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1664144.500000 Penalty: 903.286621
	Iteration 80F: 3 clusters Score -1664144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1664151.625000 Penalty: 903.286621
	Iteration 81Q: 3 clusters Score -1664152 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1664167.125000 Penalty: 903.286621
	Iteration 82Q: 3 clusters Score -1664167 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1664175.875000 Penalty: 903.286621
	Iteration 83Q: 3 clusters Score -1664176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1664178.125000 Penalty: 903.286621
	Iteration 84Q: 3 clusters Score -1664178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1664185.125000 Penalty: 903.286621
	Iteration 85Q: 3 clusters Score -1664185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1664186.125000 Penalty: 903.286621
	Iteration 86Q: 3 clusters Score -1664186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1664179.125000 Penalty: 903.286621
	Iteration 87Q: 3 clusters Score -1664179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1664185.125000 Penalty: 903.286621
	Iteration 88Q: 3 clusters Score -1664185 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1664184.125000 Penalty: 903.286621
	Iteration 89Q: 3 clusters Score -1664184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1664183.750000 Penalty: 903.286621
	Iteration 90Q: 3 clusters Score -1664184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1664191.000000 Penalty: 903.286621
	Iteration 91Q: 3 clusters Score -1664191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1664193.500000 Penalty: 903.286621
	Iteration 92Q: 3 clusters Score -1664194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1664192.750000 Penalty: 903.286621
	Iteration 93Q: 3 clusters Score -1664193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1664190.750000 Penalty: 903.286621
	Iteration 94Q: 3 clusters Score -1664191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1664193.375000 Penalty: 903.286621
	Iteration 95Q: 3 clusters Score -1664193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1664193.875000 Penalty: 903.286621
	Iteration 96Q: 3 clusters Score -1664194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1664193.750000 Penalty: 903.286621
	Iteration 97Q: 3 clusters Score -1664194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1664197.375000 Penalty: 903.286621
	Iteration 98Q: 3 clusters Score -1664197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1664194.250000 Penalty: 903.286621
	Iteration 99Q: 3 clusters Score -1664194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1664190.750000 Penalty: 903.286621
	Iteration 100F: 3 clusters Score -1664191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1664193.125000 Penalty: 903.286621
	Iteration 101Q: 3 clusters Score -1664193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1664189.750000 Penalty: 903.286621
	Iteration 102Q: 3 clusters Score -1664190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1664192.500000 Penalty: 903.286621
	Iteration 103Q: 3 clusters Score -1664192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1664190.000000 Penalty: 903.286621
	Iteration 104Q: 3 clusters Score -1664190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1664188.750000 Penalty: 903.286621
	Iteration 105Q: 3 clusters Score -1664189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1664188.750000 Penalty: 903.286621
	Iteration 106Q: 3 clusters Score -1664189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1664190.500000 Penalty: 903.286621
	Iteration 107Q: 3 clusters Score -1664190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1664190.000000 Penalty: 903.286621
	Iteration 108Q: 3 clusters Score -1664190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1664188.625000 Penalty: 903.286621
	Iteration 109Q: 3 clusters Score -1664189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1664188.625000 Penalty: 903.286621
	Iteration 110Q: 3 clusters Score -1664189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1664188.625000 Penalty: 903.286621
	Iteration 111F: 3 clusters Score -1664189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -278416.062500 Penalty: 370.331268
	Iteration 0F: 2 clusters Score -278416.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -276080.937500 Penalty: 740.662537
	Iteration 0F: 3 clusters Score -276080.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -276911.218750 Penalty: 740.662537
	Iteration 1F: 3 clusters Score -276911.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -277036.656250 Penalty: 740.662537
	Iteration 2F: 3 clusters Score -277036.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -277169.187500 Penalty: 740.662537
	Iteration 3F: 3 clusters Score -277169.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -277311.437500 Penalty: 740.662537
	Iteration 4F: 3 clusters Score -277311.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -277458.500000 Penalty: 740.662537
	Iteration 5F: 3 clusters Score -277458.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -277615.968750 Penalty: 740.662537
	Iteration 6F: 3 clusters Score -277616 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -277754.687500 Penalty: 740.662537
	Iteration 7F: 3 clusters Score -277754.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277874.812500 Penalty: 740.662537
	Iteration 8Q: 3 clusters Score -277874.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -277977.375000 Penalty: 740.662537
	Iteration 9Q: 3 clusters Score -277977.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -278048.906250 Penalty: 740.662537
	Iteration 10Q: 3 clusters Score -278048.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -278088.281250 Penalty: 740.662537
	Iteration 11Q: 3 clusters Score -278088.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -278120.093750 Penalty: 740.662537
	Iteration 12Q: 3 clusters Score -278120.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -278147.500000 Penalty: 740.662537
	Iteration 13Q: 3 clusters Score -278147.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -278161.281250 Penalty: 740.662537
	Iteration 14Q: 3 clusters Score -278161.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -278168.250000 Penalty: 740.662537
	Iteration 15Q: 3 clusters Score -278168.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -278171.093750 Penalty: 740.662537
	Iteration 16Q: 3 clusters Score -278171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -278173.781250 Penalty: 740.662537
	Iteration 17Q: 3 clusters Score -278173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -278175.968750 Penalty: 740.662537
	Iteration 18Q: 3 clusters Score -278176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -278177.062500 Penalty: 740.662537
	Iteration 19Q: 3 clusters Score -278177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -278178.281250 Penalty: 740.662537
	Iteration 20F: 3 clusters Score -278178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -278178.875000 Penalty: 740.662537
	Iteration 21Q: 3 clusters Score -278178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -278178.750000 Penalty: 740.662537
	Iteration 22Q: 3 clusters Score -278178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -278178.750000 Penalty: 740.662537
	Iteration 23F: 3 clusters Score -278178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -234262.187500 Penalty: 366.610687
	Iteration 0F: 2 clusters Score -234262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -232063.484375 Penalty: 733.221375
	Iteration 0F: 3 clusters Score -232063.5 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -232846.093750 Penalty: 733.221375
	Iteration 1F: 3 clusters Score -232846.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -232939.906250 Penalty: 733.221375
	Iteration 2F: 3 clusters Score -232939.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -233025.359375 Penalty: 733.221375
	Iteration 3F: 3 clusters Score -233025.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233130.015625 Penalty: 733.221375
	Iteration 4F: 3 clusters Score -233130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -233263.656250 Penalty: 733.221375
	Iteration 5F: 3 clusters Score -233263.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -233426.500000 Penalty: 733.221375
	Iteration 6F: 3 clusters Score -233426.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -233556.312500 Penalty: 733.221375
	Iteration 7F: 3 clusters Score -233556.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -233658.859375 Penalty: 733.221375
	Iteration 8Q: 3 clusters Score -233658.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -233755.296875 Penalty: 733.221375
	Iteration 9Q: 3 clusters Score -233755.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -233832.375000 Penalty: 733.221375
	Iteration 10Q: 3 clusters Score -233832.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -233889.812500 Penalty: 733.221375
	Iteration 11Q: 3 clusters Score -233889.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -233921.156250 Penalty: 733.221375
	Iteration 12Q: 3 clusters Score -233921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -233943.281250 Penalty: 733.221375
	Iteration 13Q: 3 clusters Score -233943.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -233950.093750 Penalty: 733.221375
	Iteration 14Q: 3 clusters Score -233950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -233953.828125 Penalty: 733.221375
	Iteration 15Q: 3 clusters Score -233953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -233956.125000 Penalty: 733.221375
	Iteration 16Q: 3 clusters Score -233956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -233962.765625 Penalty: 733.221375
	Iteration 17Q: 3 clusters Score -233962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -233970.812500 Penalty: 733.221375
	Iteration 18Q: 3 clusters Score -233970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -233971.406250 Penalty: 733.221375
	Iteration 19Q: 3 clusters Score -233971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -233971.406250 Penalty: 733.221375
	Iteration 20F: 3 clusters Score -233971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (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: -5850.229492 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -5850.229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5637.971680 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -5637.972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5705.769531 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -5705.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5740.520020 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -5740.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5759.263184 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -5759.263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5761.225586 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -5761.226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5761.225586 Penalty: 455.359100
	Iteration 5F: 3 clusters Score -5761.226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (26732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Entering Unmasked Estep 
Score: -2160952.750000 Penalty: 463.809570
	Iteration 0F: 2 clusters Score -2160953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2144109.250000 Penalty: 927.619141
	Iteration 0F: 3 clusters Score -2144109 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2151389.750000 Penalty: 927.619141
	Iteration 1F: 3 clusters Score -2151390 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2151616.500000 Penalty: 927.619141
	Iteration 2Q: 3 clusters Score -2151616 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2151950.750000 Penalty: 927.619141
	Iteration 3Q: 3 clusters Score -2151951 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2152479.500000 Penalty: 927.619141
	Iteration 4Q: 3 clusters Score -2152480 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2153363.500000 Penalty: 927.619141
	Iteration 5F: 3 clusters Score -2153364 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2154736.750000 Penalty: 927.619141
	Iteration 6F: 3 clusters Score -2154737 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2156744.750000 Penalty: 927.619141
	Iteration 7F: 3 clusters Score -2156745 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2158741.750000 Penalty: 927.619141
	Iteration 8F: 3 clusters Score -2158742 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2159980.000000 Penalty: 927.619141
	Iteration 9F: 3 clusters Score -2159980 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2160421.000000 Penalty: 927.619141
	Iteration 10Q: 3 clusters Score -2160421 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2160517.750000 Penalty: 927.619141
	Iteration 11Q: 3 clusters Score -2160518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2160554.250000 Penalty: 927.619141
	Iteration 12Q: 3 clusters Score -2160554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -2160564.000000 Penalty: 927.619141
	Iteration 13Q: 3 clusters Score -2160564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2160574.000000 Penalty: 927.619141
	Iteration 14Q: 3 clusters Score -2160574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2160586.000000 Penalty: 927.619141
	Iteration 15Q: 3 clusters Score -2160586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2160595.000000 Penalty: 927.619141
	Iteration 16Q: 3 clusters Score -2160595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2160606.750000 Penalty: 927.619141
	Iteration 17Q: 3 clusters Score -2160607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2160613.250000 Penalty: 927.619141
	Iteration 18Q: 3 clusters Score -2160613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2160613.250000 Penalty: 927.619141
	Iteration 19Q: 3 clusters Score -2160613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2160613.250000 Penalty: 927.619141
	Iteration 20F: 3 clusters Score -2160613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -65126.757812 Penalty: 311.632507
	Iteration 0F: 2 clusters Score -65126.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64358.523438 Penalty: 623.265015
	Iteration 0F: 3 clusters Score -64358.52 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -64612.164062 Penalty: 623.265015
	Iteration 1F: 3 clusters Score -64612.16 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -64680.445312 Penalty: 623.265015
	Iteration 2F: 3 clusters Score -64680.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -64714.339844 Penalty: 623.265015
	Iteration 3F: 3 clusters Score -64714.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -64734.066406 Penalty: 623.265015
	Iteration 4Q: 3 clusters Score -64734.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -64758.941406 Penalty: 623.265015
	Iteration 5Q: 3 clusters Score -64758.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -64790.187500 Penalty: 623.265015
	Iteration 6Q: 3 clusters Score -64790.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -64825.140625 Penalty: 623.265015
	Iteration 7Q: 3 clusters Score -64825.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -64850.949219 Penalty: 623.265015
	Iteration 8Q: 3 clusters Score -64850.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -64874.230469 Penalty: 623.265015
	Iteration 9Q: 3 clusters Score -64874.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -64891.019531 Penalty: 623.265015
	Iteration 10Q: 3 clusters Score -64891.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -64908.429688 Penalty: 623.265015
	Iteration 11Q: 3 clusters Score -64908.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -64922.984375 Penalty: 623.265015
	Iteration 12Q: 3 clusters Score -64922.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -64941.570312 Penalty: 623.265015
	Iteration 13Q: 3 clusters Score -64941.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -64957.835938 Penalty: 623.265015
	Iteration 14Q: 3 clusters Score -64957.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -64964.277344 Penalty: 623.265015
	Iteration 15Q: 3 clusters Score -64964.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -64968.574219 Penalty: 623.265015
	Iteration 16Q: 3 clusters Score -64968.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -64973.031250 Penalty: 623.265015
	Iteration 17Q: 3 clusters Score -64973.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -64975.738281 Penalty: 623.265015
	Iteration 18Q: 3 clusters Score -64975.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -64978.820312 Penalty: 623.265015
	Iteration 19Q: 3 clusters Score -64978.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -64979.695312 Penalty: 623.265015
	Iteration 20F: 3 clusters Score -64979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -64981.550781 Penalty: 623.265015
	Iteration 21Q: 3 clusters Score -64981.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -64981.550781 Penalty: 623.265015
	Iteration 22F: 3 clusters Score -64981.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (12634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Entering Unmasked Estep 
Score: -1036673.625000 Penalty: 429.708679
	Iteration 0F: 2 clusters Score -1036674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1028298.125000 Penalty: 859.417358
	Iteration 0F: 3 clusters Score -1028298 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1031684.437500 Penalty: 859.417358
	Iteration 1F: 3 clusters Score -1031684 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1031911.562500 Penalty: 859.417358
	Iteration 2F: 3 clusters Score -1031912 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1032139.000000 Penalty: 859.417358
	Iteration 3Q: 3 clusters Score -1032139 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1032402.562500 Penalty: 859.417358
	Iteration 4F: 3 clusters Score -1032403 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1032669.187500 Penalty: 859.417358
	Iteration 5F: 3 clusters Score -1032669 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1032991.437500 Penalty: 859.417358
	Iteration 6F: 3 clusters Score -1032991 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1033325.187500 Penalty: 859.417358
	Iteration 7F: 3 clusters Score -1033325 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1033662.937500 Penalty: 859.417358
	Iteration 8F: 3 clusters Score -1033663 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1034015.250000 Penalty: 859.417358
	Iteration 9Q: 3 clusters Score -1034015 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1034441.000000 Penalty: 859.417358
	Iteration 10Q: 3 clusters Score -1034441 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1034918.000000 Penalty: 859.417358
	Iteration 11Q: 3 clusters Score -1034918 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1035401.125000 Penalty: 859.417358
	Iteration 12Q: 3 clusters Score -1035401 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1035815.812500 Penalty: 859.417358
	Iteration 13Q: 3 clusters Score -1035816 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1036083.625000 Penalty: 859.417358
	Iteration 14Q: 3 clusters Score -1036084 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1036203.187500 Penalty: 859.417358
	Iteration 15Q: 3 clusters Score -1036203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1036253.500000 Penalty: 859.417358
	Iteration 16Q: 3 clusters Score -1036254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1036283.750000 Penalty: 859.417358
	Iteration 17Q: 3 clusters Score -1036284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1036294.000000 Penalty: 859.417358
	Iteration 18Q: 3 clusters Score -1036294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1036294.500000 Penalty: 859.417358
	Iteration 19Q: 3 clusters Score -1036294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1036296.000000 Penalty: 859.417358
	Iteration 20F: 3 clusters Score -1036296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1036297.937500 Penalty: 859.417358
	Iteration 21Q: 3 clusters Score -1036298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1036305.062500 Penalty: 859.417358
	Iteration 22Q: 3 clusters Score -1036305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1036308.750000 Penalty: 859.417358
	Iteration 23Q: 3 clusters Score -1036309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1036308.750000 Penalty: 859.417358
	Iteration 24F: 3 clusters Score -1036309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -894182.875000 Penalty: 422.866180
	Iteration 0F: 2 clusters Score -894182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -886977.687500 Penalty: 845.732361
	Iteration 0F: 3 clusters Score -886977.7 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -889775.437500 Penalty: 845.732361
	Iteration 1F: 3 clusters Score -889775.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -889909.875000 Penalty: 845.732361
	Iteration 2Q: 3 clusters Score -889909.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -890092.125000 Penalty: 845.732361
	Iteration 3Q: 3 clusters Score -890092.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -890382.437500 Penalty: 845.732361
	Iteration 4F: 3 clusters Score -890382.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -890844.312500 Penalty: 845.732361
	Iteration 5F: 3 clusters Score -890844.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -891585.937500 Penalty: 845.732361
	Iteration 6F: 3 clusters Score -891585.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -892366.312500 Penalty: 845.732361
	Iteration 7F: 3 clusters Score -892366.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -892954.125000 Penalty: 845.732361
	Iteration 8F: 3 clusters Score -892954.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -893291.125000 Penalty: 845.732361
	Iteration 9Q: 3 clusters Score -893291.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -893520.375000 Penalty: 845.732361
	Iteration 10Q: 3 clusters Score -893520.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -893627.875000 Penalty: 845.732361
	Iteration 11Q: 3 clusters Score -893627.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -893703.437500 Penalty: 845.732361
	Iteration 12Q: 3 clusters Score -893703.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -893758.625000 Penalty: 845.732361
	Iteration 13Q: 3 clusters Score -893758.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -893806.500000 Penalty: 845.732361
	Iteration 14Q: 3 clusters Score -893806.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -893813.125000 Penalty: 845.732361
	Iteration 15Q: 3 clusters Score -893813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -893814.375000 Penalty: 845.732361
	Iteration 16Q: 3 clusters Score -893814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -893818.250000 Penalty: 845.732361
	Iteration 17Q: 3 clusters Score -893818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -893819.812500 Penalty: 845.732361
	Iteration 18Q: 3 clusters Score -893819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -893822.750000 Penalty: 845.732361
	Iteration 19Q: 3 clusters Score -893822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -893825.500000 Penalty: 845.732361
	Iteration 20F: 3 clusters Score -893825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -893826.000000 Penalty: 845.732361
	Iteration 21Q: 3 clusters Score -893826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -893825.687500 Penalty: 845.732361
	Iteration 22Q: 3 clusters Score -893825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -893825.687500 Penalty: 845.732361
	Iteration 23F: 3 clusters Score -893825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19445.351562 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -19445.35 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: -19089.832031 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -19089.83 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19267.992188 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -19267.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19374.099609 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -19374.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19441.152344 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -19441.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19468.263672 Penalty: 523.484131
	Iteration 4F: 3 clusters Score -19468.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19478.226562 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -19478.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19479.066406 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -19479.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19479.066406 Penalty: 523.484131
	Iteration 7F: 3 clusters Score -19479.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 24608 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 40 contains 167 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 148 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182232.000000 Penalty: 46951.042969
Splitting cluster 68 changes total score from -42182544.000000 to -42182232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -13148.617188 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -13148.62 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 124 members 
Entering Unmasked Estep 
Score: -12830.005859 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -12830.01 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12920.595703 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -12920.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12971.388672 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -12971.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12993.306641 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -12993.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13002.520508 Penalty: 505.671356
	Iteration 4Q: 3 clusters Score -13002.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13006.395508 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -13006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13011.014648 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -13011.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13016.675781 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -13016.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13031.130859 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -13031.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13034.083984 Penalty: 505.671356
	Iteration 9Q: 3 clusters Score -13034.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13036.747070 Penalty: 505.671356
	Iteration 10Q: 3 clusters Score -13036.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13038.229492 Penalty: 505.671356
	Iteration 11Q: 3 clusters Score -13038.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13039.447266 Penalty: 505.671356
	Iteration 12Q: 3 clusters Score -13039.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13040.171875 Penalty: 505.671356
	Iteration 13Q: 3 clusters Score -13040.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13040.171875 Penalty: 505.671356
	Iteration 14F: 3 clusters Score -13040.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (27996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Entering Unmasked Estep 
Score: -2274582.000000 Penalty: 465.911652
	Iteration 0F: 2 clusters Score -2274582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2257032.750000 Penalty: 931.823303
	Iteration 0F: 3 clusters Score -2257033 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2264854.750000 Penalty: 931.823303
	Iteration 1F: 3 clusters Score -2264855 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2265141.000000 Penalty: 931.823303
	Iteration 2Q: 3 clusters Score -2265141 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2265624.500000 Penalty: 931.823303
	Iteration 3Q: 3 clusters Score -2265624 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2266474.750000 Penalty: 931.823303
	Iteration 4F: 3 clusters Score -2266475 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2267923.500000 Penalty: 931.823303
	Iteration 5F: 3 clusters Score -2267924 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2269659.750000 Penalty: 931.823303
	Iteration 6F: 3 clusters Score -2269660 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2271279.500000 Penalty: 931.823303
	Iteration 7F: 3 clusters Score -2271280 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2272414.000000 Penalty: 931.823303
	Iteration 8F: 3 clusters Score -2272414 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2273180.000000 Penalty: 931.823303
	Iteration 9Q: 3 clusters Score -2273180 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2273611.750000 Penalty: 931.823303
	Iteration 10Q: 3 clusters Score -2273612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2273892.000000 Penalty: 931.823303
	Iteration 11Q: 3 clusters Score -2273892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2274013.000000 Penalty: 931.823303
	Iteration 12Q: 3 clusters Score -2274013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2274090.750000 Penalty: 931.823303
	Iteration 13Q: 3 clusters Score -2274091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2274116.500000 Penalty: 931.823303
	Iteration 14Q: 3 clusters Score -2274116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2274124.250000 Penalty: 931.823303
	Iteration 15Q: 3 clusters Score -2274124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2274136.000000 Penalty: 931.823303
	Iteration 16Q: 3 clusters Score -2274136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2274142.000000 Penalty: 931.823303
	Iteration 17Q: 3 clusters Score -2274142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2274149.000000 Penalty: 931.823303
	Iteration 18Q: 3 clusters Score -2274149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2274154.250000 Penalty: 931.823303
	Iteration 19Q: 3 clusters Score -2274154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2274158.750000 Penalty: 931.823303
	Iteration 20F: 3 clusters Score -2274159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2274162.250000 Penalty: 931.823303
	Iteration 21Q: 3 clusters Score -2274162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2274169.500000 Penalty: 931.823303
	Iteration 22Q: 3 clusters Score -2274170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2274180.500000 Penalty: 931.823303
	Iteration 23Q: 3 clusters Score -2274180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2274194.000000 Penalty: 931.823303
	Iteration 24Q: 3 clusters Score -2274194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2274194.500000 Penalty: 931.823303
	Iteration 25Q: 3 clusters Score -2274194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2274194.500000 Penalty: 931.823303
	Iteration 26F: 3 clusters Score -2274194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Entering Unmasked Estep 
Score: -476094.500000 Penalty: 396.535248
	Iteration 0F: 2 clusters Score -476094.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -471999.718750 Penalty: 793.070496
	Iteration 0F: 3 clusters Score -471999.7 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -473595.687500 Penalty: 793.070496
	Iteration 1F: 3 clusters Score -473595.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -473793.343750 Penalty: 793.070496
	Iteration 2F: 3 clusters Score -473793.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -474058.781250 Penalty: 793.070496
	Iteration 3F: 3 clusters Score -474058.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -474359.312500 Penalty: 793.070496
	Iteration 4F: 3 clusters Score -474359.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -474649.906250 Penalty: 793.070496
	Iteration 5F: 3 clusters Score -474649.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -474924.437500 Penalty: 793.070496
	Iteration 6Q: 3 clusters Score -474924.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -475124.625000 Penalty: 793.070496
	Iteration 7Q: 3 clusters Score -475124.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -475273.031250 Penalty: 793.070496
	Iteration 8Q: 3 clusters Score -475273 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -475395.718750 Penalty: 793.070496
	Iteration 9Q: 3 clusters Score -475395.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -475472.843750 Penalty: 793.070496
	Iteration 10Q: 3 clusters Score -475472.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -475534.562500 Penalty: 793.070496
	Iteration 11Q: 3 clusters Score -475534.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -475573.906250 Penalty: 793.070496
	Iteration 12Q: 3 clusters Score -475573.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -475606.812500 Penalty: 793.070496
	Iteration 13Q: 3 clusters Score -475606.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -475634.187500 Penalty: 793.070496
	Iteration 14Q: 3 clusters Score -475634.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -475658.281250 Penalty: 793.070496
	Iteration 15Q: 3 clusters Score -475658.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -475675.593750 Penalty: 793.070496
	Iteration 16Q: 3 clusters Score -475675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -475691.281250 Penalty: 793.070496
	Iteration 17Q: 3 clusters Score -475691.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -475699.000000 Penalty: 793.070496
	Iteration 18Q: 3 clusters Score -475699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -475704.281250 Penalty: 793.070496
	Iteration 19Q: 3 clusters Score -475704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -475708.875000 Penalty: 793.070496
	Iteration 20F: 3 clusters Score -475708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -475712.406250 Penalty: 793.070496
	Iteration 21Q: 3 clusters Score -475712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -475714.937500 Penalty: 793.070496
	Iteration 22Q: 3 clusters Score -475714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -475722.562500 Penalty: 793.070496
	Iteration 23Q: 3 clusters Score -475722.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -475727.312500 Penalty: 793.070496
	Iteration 24Q: 3 clusters Score -475727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -475732.687500 Penalty: 793.070496
	Iteration 25Q: 3 clusters Score -475732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -475739.625000 Penalty: 793.070496
	Iteration 26Q: 3 clusters Score -475739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -475742.937500 Penalty: 793.070496
	Iteration 27Q: 3 clusters Score -475742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -475744.812500 Penalty: 793.070496
	Iteration 28Q: 3 clusters Score -475744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -475749.812500 Penalty: 793.070496
	Iteration 29Q: 3 clusters Score -475749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -475759.375000 Penalty: 793.070496
	Iteration 30Q: 3 clusters Score -475759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -475761.437500 Penalty: 793.070496
	Iteration 31Q: 3 clusters Score -475761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -475762.843750 Penalty: 793.070496
	Iteration 32Q: 3 clusters Score -475762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -475763.750000 Penalty: 793.070496
	Iteration 33Q: 3 clusters Score -475763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -475763.750000 Penalty: 793.070496
	Iteration 34F: 3 clusters Score -475763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -65556.445312 Penalty: 306.961761
	Iteration 0F: 2 clusters Score -65556.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64845.585938 Penalty: 613.923523
	Iteration 0F: 3 clusters Score -64845.59 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65058.585938 Penalty: 613.923523
	Iteration 1F: 3 clusters Score -65058.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65100.632812 Penalty: 613.923523
	Iteration 2F: 3 clusters Score -65100.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65124.191406 Penalty: 613.923523
	Iteration 3Q: 3 clusters Score -65124.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65148.898438 Penalty: 613.923523
	Iteration 4Q: 3 clusters Score -65148.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65171.992188 Penalty: 613.923523
	Iteration 5Q: 3 clusters Score -65171.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65198.453125 Penalty: 613.923523
	Iteration 6Q: 3 clusters Score -65198.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -65214.691406 Penalty: 613.923523
	Iteration 7Q: 3 clusters Score -65214.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65227.175781 Penalty: 613.923523
	Iteration 8Q: 3 clusters Score -65227.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65234.531250 Penalty: 613.923523
	Iteration 9Q: 3 clusters Score -65234.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65237.964844 Penalty: 613.923523
	Iteration 10Q: 3 clusters Score -65237.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65239.406250 Penalty: 613.923523
	Iteration 11Q: 3 clusters Score -65239.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65242.152344 Penalty: 613.923523
	Iteration 12Q: 3 clusters Score -65242.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -65247.199219 Penalty: 613.923523
	Iteration 13Q: 3 clusters Score -65247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65252.703125 Penalty: 613.923523
	Iteration 14Q: 3 clusters Score -65252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65259.117188 Penalty: 613.923523
	Iteration 15Q: 3 clusters Score -65259.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65266.527344 Penalty: 613.923523
	Iteration 16Q: 3 clusters Score -65266.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -65277.332031 Penalty: 613.923523
	Iteration 17Q: 3 clusters Score -65277.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65285.683594 Penalty: 613.923523
	Iteration 18Q: 3 clusters Score -65285.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -65290.617188 Penalty: 613.923523
	Iteration 19Q: 3 clusters Score -65290.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -65297.304688 Penalty: 613.923523
	Iteration 20F: 3 clusters Score -65297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65300.644531 Penalty: 613.923523
	Iteration 21Q: 3 clusters Score -65300.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65307.179688 Penalty: 613.923523
	Iteration 22Q: 3 clusters Score -65307.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65311.082031 Penalty: 613.923523
	Iteration 23Q: 3 clusters Score -65311.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65315.328125 Penalty: 613.923523
	Iteration 24Q: 3 clusters Score -65315.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65317.777344 Penalty: 613.923523
	Iteration 25Q: 3 clusters Score -65317.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -65319.390625 Penalty: 613.923523
	Iteration 26Q: 3 clusters Score -65319.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65319.535156 Penalty: 613.923523
	Iteration 27Q: 3 clusters Score -65319.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65319.535156 Penalty: 613.923523
	Iteration 28F: 3 clusters Score -65319.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (22166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Entering Unmasked Estep 
Score: -1808687.500000 Penalty: 455.287354
	Iteration 0F: 2 clusters Score -1808688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1794358.125000 Penalty: 910.574707
	Iteration 0F: 3 clusters Score -1794358 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1800555.625000 Penalty: 910.574707
	Iteration 1F: 3 clusters Score -1800556 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1801076.125000 Penalty: 910.574707
	Iteration 2F: 3 clusters Score -1801076 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1801904.125000 Penalty: 910.574707
	Iteration 3F: 3 clusters Score -1801904 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1803088.500000 Penalty: 910.574707
	Iteration 4F: 3 clusters Score -1803088 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1804492.750000 Penalty: 910.574707
	Iteration 5F: 3 clusters Score -1804493 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1805782.500000 Penalty: 910.574707
	Iteration 6F: 3 clusters Score -1805782 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1806521.750000 Penalty: 910.574707
	Iteration 7Q: 3 clusters Score -1806522 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1806860.500000 Penalty: 910.574707
	Iteration 8Q: 3 clusters Score -1806860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1807043.125000 Penalty: 910.574707
	Iteration 9Q: 3 clusters Score -1807043 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1807188.250000 Penalty: 910.574707
	Iteration 10Q: 3 clusters Score -1807188 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1807325.125000 Penalty: 910.574707
	Iteration 11Q: 3 clusters Score -1807325 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1807458.750000 Penalty: 910.574707
	Iteration 12Q: 3 clusters Score -1807459 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1807569.125000 Penalty: 910.574707
	Iteration 13Q: 3 clusters Score -1807569 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1807668.750000 Penalty: 910.574707
	Iteration 14Q: 3 clusters Score -1807669 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1807788.875000 Penalty: 910.574707
	Iteration 15Q: 3 clusters Score -1807789 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1807903.375000 Penalty: 910.574707
	Iteration 16Q: 3 clusters Score -1807903 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1807988.000000 Penalty: 910.574707
	Iteration 17Q: 3 clusters Score -1807988 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1808060.250000 Penalty: 910.574707
	Iteration 18Q: 3 clusters Score -1808060 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1808118.000000 Penalty: 910.574707
	Iteration 19Q: 3 clusters Score -1808118 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1808172.250000 Penalty: 910.574707
	Iteration 20F: 3 clusters Score -1808172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1808223.000000 Penalty: 910.574707
	Iteration 21Q: 3 clusters Score -1808223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1808247.375000 Penalty: 910.574707
	Iteration 22Q: 3 clusters Score -1808247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1808264.875000 Penalty: 910.574707
	Iteration 23Q: 3 clusters Score -1808265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1808277.000000 Penalty: 910.574707
	Iteration 24Q: 3 clusters Score -1808277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1808281.000000 Penalty: 910.574707
	Iteration 25Q: 3 clusters Score -1808281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1808276.750000 Penalty: 910.574707
	Iteration 26Q: 3 clusters Score -1808277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1808279.375000 Penalty: 910.574707
	Iteration 27Q: 3 clusters Score -1808279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1808286.125000 Penalty: 910.574707
	Iteration 28Q: 3 clusters Score -1808286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1808281.250000 Penalty: 910.574707
	Iteration 29Q: 3 clusters Score -1808281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1808276.250000 Penalty: 910.574707
	Iteration 30Q: 3 clusters Score -1808276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1808291.125000 Penalty: 910.574707
	Iteration 31Q: 3 clusters Score -1808291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1808269.375000 Penalty: 910.574707
	Iteration 32Q: 3 clusters Score -1808269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1808264.000000 Penalty: 910.574707
	Iteration 33Q: 3 clusters Score -1808264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1808279.250000 Penalty: 910.574707
	Iteration 34Q: 3 clusters Score -1808279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1808282.125000 Penalty: 910.574707
	Iteration 35Q: 3 clusters Score -1808282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1808288.125000 Penalty: 910.574707
	Iteration 36Q: 3 clusters Score -1808288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1808281.500000 Penalty: 910.574707
	Iteration 37Q: 3 clusters Score -1808282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1808278.875000 Penalty: 910.574707
	Iteration 38Q: 3 clusters Score -1808279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1808283.375000 Penalty: 910.574707
	Iteration 39Q: 3 clusters Score -1808283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1808281.750000 Penalty: 910.574707
	Iteration 40F: 3 clusters Score -1808282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1808281.250000 Penalty: 910.574707
	Iteration 41Q: 3 clusters Score -1808281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1808273.875000 Penalty: 910.574707
	Iteration 42Q: 3 clusters Score -1808274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1808277.000000 Penalty: 910.574707
	Iteration 43Q: 3 clusters Score -1808277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1808282.625000 Penalty: 910.574707
	Iteration 44Q: 3 clusters Score -1808283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1808282.000000 Penalty: 910.574707
	Iteration 45Q: 3 clusters Score -1808282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1808290.500000 Penalty: 910.574707
	Iteration 46Q: 3 clusters Score -1808290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1808307.125000 Penalty: 910.574707
	Iteration 47Q: 3 clusters Score -1808307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1808307.875000 Penalty: 910.574707
	Iteration 48Q: 3 clusters Score -1808308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1808312.500000 Penalty: 910.574707
	Iteration 49Q: 3 clusters Score -1808312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1808308.750000 Penalty: 910.574707
	Iteration 50Q: 3 clusters Score -1808309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1808311.000000 Penalty: 910.574707
	Iteration 51Q: 3 clusters Score -1808311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1808310.625000 Penalty: 910.574707
	Iteration 52Q: 3 clusters Score -1808311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1808312.750000 Penalty: 910.574707
	Iteration 53Q: 3 clusters Score -1808313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1808312.375000 Penalty: 910.574707
	Iteration 54Q: 3 clusters Score -1808312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1808312.875000 Penalty: 910.574707
	Iteration 55Q: 3 clusters Score -1808313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1808313.125000 Penalty: 910.574707
	Iteration 56Q: 3 clusters Score -1808313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1808311.125000 Penalty: 910.574707
	Iteration 57Q: 3 clusters Score -1808311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1808313.375000 Penalty: 910.574707
	Iteration 58Q: 3 clusters Score -1808313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1808312.375000 Penalty: 910.574707
	Iteration 59Q: 3 clusters Score -1808312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1808317.625000 Penalty: 910.574707
	Iteration 60F: 3 clusters Score -1808318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1808319.375000 Penalty: 910.574707
	Iteration 61Q: 3 clusters Score -1808319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1808318.500000 Penalty: 910.574707
	Iteration 62Q: 3 clusters Score -1808318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1808316.750000 Penalty: 910.574707
	Iteration 63Q: 3 clusters Score -1808317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1808317.625000 Penalty: 910.574707
	Iteration 64Q: 3 clusters Score -1808318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1808319.375000 Penalty: 910.574707
	Iteration 65Q: 3 clusters Score -1808319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1808319.375000 Penalty: 910.574707
	Iteration 66F: 3 clusters Score -1808319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9045.153320 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9045.153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9108.813477 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9108.813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9130.730469 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9130.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9136.844727 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9136.845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9139.345703 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9139.346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9140.802734 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9140.803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9141.781250 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9141.781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9146.657227 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9146.657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9152.457031 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -9152.457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9155.823242 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -9155.823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9161.771484 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -9161.771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9169.763672 Penalty: 480.771515
	Iteration 11Q: 3 clusters Score -9169.764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9173.543945 Penalty: 480.771515
	Iteration 12Q: 3 clusters Score -9173.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9176.607422 Penalty: 480.771515
	Iteration 13Q: 3 clusters Score -9176.607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9183.116211 Penalty: 480.771515
	Iteration 14Q: 3 clusters Score -9183.116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9184.525391 Penalty: 480.771515
	Iteration 15Q: 3 clusters Score -9184.525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9186.147461 Penalty: 480.771515
	Iteration 16Q: 3 clusters Score -9186.147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9188.178711 Penalty: 480.771515
	Iteration 17Q: 3 clusters Score -9188.179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9188.178711 Penalty: 480.771515
	Iteration 18F: 3 clusters Score -9188.179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -15826.548828 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -15826.55 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 109 members 
Entering Unmasked Estep 
Score: -15524.545898 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -15524.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15588.895508 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -15588.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15602.569336 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -15602.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15605.088867 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -15605.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15607.724609 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -15607.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15607.842773 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -15607.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15610.489258 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -15610.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15611.241211 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -15611.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15614.030273 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -15614.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15614.899414 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -15614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15615.708984 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -15615.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15616.126953 Penalty: 495.260010
	Iteration 11Q: 3 clusters Score -15616.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15616.991211 Penalty: 495.260010
	Iteration 12Q: 3 clusters Score -15616.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15617.229492 Penalty: 495.260010
	Iteration 13Q: 3 clusters Score -15617.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15617.472656 Penalty: 495.260010
	Iteration 14Q: 3 clusters Score -15617.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15618.493164 Penalty: 495.260010
	Iteration 15Q: 3 clusters Score -15618.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15619.108398 Penalty: 495.260010
	Iteration 16Q: 3 clusters Score -15619.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15619.855469 Penalty: 495.260010
	Iteration 17Q: 3 clusters Score -15619.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15619.855469 Penalty: 495.260010
	Iteration 18F: 3 clusters Score -15619.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Entering Unmasked Estep 
Score: -2934308.500000 Penalty: 478.141083
	Iteration 0F: 2 clusters Score -2934308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2911690.000000 Penalty: 956.282166
	Iteration 0F: 3 clusters Score -2911690 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2922635.750000 Penalty: 956.282166
	Iteration 1F: 3 clusters Score -2922636 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2923536.250000 Penalty: 956.282166
	Iteration 2Q: 3 clusters Score -2923536 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2924924.500000 Penalty: 956.282166
	Iteration 3F: 3 clusters Score -2924924 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2926752.750000 Penalty: 956.282166
	Iteration 4F: 3 clusters Score -2926753 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2928398.500000 Penalty: 956.282166
	Iteration 5F: 3 clusters Score -2928398 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2929337.000000 Penalty: 956.282166
	Iteration 6F: 3 clusters Score -2929337 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2929723.250000 Penalty: 956.282166
	Iteration 7Q: 3 clusters Score -2929723 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2929872.000000 Penalty: 956.282166
	Iteration 8Q: 3 clusters Score -2929872 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2929986.250000 Penalty: 956.282166
	Iteration 9Q: 3 clusters Score -2929986 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2930106.250000 Penalty: 956.282166
	Iteration 10Q: 3 clusters Score -2930106 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2930183.500000 Penalty: 956.282166
	Iteration 11Q: 3 clusters Score -2930184 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2930289.000000 Penalty: 956.282166
	Iteration 12Q: 3 clusters Score -2930289 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2930371.500000 Penalty: 956.282166
	Iteration 13Q: 3 clusters Score -2930372 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -2930446.000000 Penalty: 956.282166
	Iteration 14Q: 3 clusters Score -2930446 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2930518.000000 Penalty: 956.282166
	Iteration 15Q: 3 clusters Score -2930518 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2930566.500000 Penalty: 956.282166
	Iteration 16Q: 3 clusters Score -2930566 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2930631.000000 Penalty: 956.282166
	Iteration 17Q: 3 clusters Score -2930631 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2930713.000000 Penalty: 956.282166
	Iteration 18Q: 3 clusters Score -2930713 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2930764.500000 Penalty: 956.282166
	Iteration 19Q: 3 clusters Score -2930764 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2930812.750000 Penalty: 956.282166
	Iteration 20F: 3 clusters Score -2930813 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2930897.750000 Penalty: 956.282166
	Iteration 21Q: 3 clusters Score -2930898 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2930960.750000 Penalty: 956.282166
	Iteration 22Q: 3 clusters Score -2930961 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2931037.250000 Penalty: 956.282166
	Iteration 23Q: 3 clusters Score -2931037 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2931110.250000 Penalty: 956.282166
	Iteration 24Q: 3 clusters Score -2931110 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2931197.250000 Penalty: 956.282166
	Iteration 25Q: 3 clusters Score -2931197 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2931284.000000 Penalty: 956.282166
	Iteration 26Q: 3 clusters Score -2931284 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2931359.500000 Penalty: 956.282166
	Iteration 27Q: 3 clusters Score -2931360 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2931458.750000 Penalty: 956.282166
	Iteration 28Q: 3 clusters Score -2931459 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2931578.500000 Penalty: 956.282166
	Iteration 29Q: 3 clusters Score -2931578 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2931711.250000 Penalty: 956.282166
	Iteration 30Q: 3 clusters Score -2931711 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2931825.000000 Penalty: 956.282166
	Iteration 31Q: 3 clusters Score -2931825 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2931909.250000 Penalty: 956.282166
	Iteration 32Q: 3 clusters Score -2931909 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2931996.500000 Penalty: 956.282166
	Iteration 33Q: 3 clusters Score -2931996 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2932083.500000 Penalty: 956.282166
	Iteration 34Q: 3 clusters Score -2932084 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2932134.250000 Penalty: 956.282166
	Iteration 35Q: 3 clusters Score -2932134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2932180.000000 Penalty: 956.282166
	Iteration 36Q: 3 clusters Score -2932180 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2932210.500000 Penalty: 956.282166
	Iteration 37Q: 3 clusters Score -2932210 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2932237.250000 Penalty: 956.282166
	Iteration 38Q: 3 clusters Score -2932237 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2932250.500000 Penalty: 956.282166
	Iteration 39Q: 3 clusters Score -2932250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2932272.750000 Penalty: 956.282166
	Iteration 40F: 3 clusters Score -2932273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2932286.500000 Penalty: 956.282166
	Iteration 41Q: 3 clusters Score -2932286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2932299.000000 Penalty: 956.282166
	Iteration 42Q: 3 clusters Score -2932299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2932304.500000 Penalty: 956.282166
	Iteration 43Q: 3 clusters Score -2932304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2932314.750000 Penalty: 956.282166
	Iteration 44Q: 3 clusters Score -2932315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2932314.000000 Penalty: 956.282166
	Iteration 45Q: 3 clusters Score -2932314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2932314.250000 Penalty: 956.282166
	Iteration 46Q: 3 clusters Score -2932314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2932316.500000 Penalty: 956.282166
	Iteration 47Q: 3 clusters Score -2932316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2932327.750000 Penalty: 956.282166
	Iteration 48Q: 3 clusters Score -2932328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2932334.750000 Penalty: 956.282166
	Iteration 49Q: 3 clusters Score -2932335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2932341.750000 Penalty: 956.282166
	Iteration 50Q: 3 clusters Score -2932342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2932343.500000 Penalty: 956.282166
	Iteration 51Q: 3 clusters Score -2932344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2932351.000000 Penalty: 956.282166
	Iteration 52Q: 3 clusters Score -2932351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2932352.000000 Penalty: 956.282166
	Iteration 53Q: 3 clusters Score -2932352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2932350.250000 Penalty: 956.282166
	Iteration 54Q: 3 clusters Score -2932350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2932348.250000 Penalty: 956.282166
	Iteration 55Q: 3 clusters Score -2932348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2932347.000000 Penalty: 956.282166
	Iteration 56Q: 3 clusters Score -2932347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2932346.500000 Penalty: 956.282166
	Iteration 57Q: 3 clusters Score -2932346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2932348.250000 Penalty: 956.282166
	Iteration 58Q: 3 clusters Score -2932348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2932352.000000 Penalty: 956.282166
	Iteration 59Q: 3 clusters Score -2932352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2932355.750000 Penalty: 956.282166
	Iteration 60F: 3 clusters Score -2932356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2932356.750000 Penalty: 956.282166
	Iteration 61Q: 3 clusters Score -2932357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2932349.250000 Penalty: 956.282166
	Iteration 62Q: 3 clusters Score -2932349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2932356.000000 Penalty: 956.282166
	Iteration 63Q: 3 clusters Score -2932356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2932354.500000 Penalty: 956.282166
	Iteration 64Q: 3 clusters Score -2932354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2932342.250000 Penalty: 956.282166
	Iteration 65Q: 3 clusters Score -2932342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2932340.500000 Penalty: 956.282166
	Iteration 66Q: 3 clusters Score -2932340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2932341.500000 Penalty: 956.282166
	Iteration 67Q: 3 clusters Score -2932342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2932354.250000 Penalty: 956.282166
	Iteration 68Q: 3 clusters Score -2932354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2932355.000000 Penalty: 956.282166
	Iteration 69Q: 3 clusters Score -2932355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2932350.500000 Penalty: 956.282166
	Iteration 70Q: 3 clusters Score -2932350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2932350.500000 Penalty: 956.282166
	Iteration 71Q: 3 clusters Score -2932350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2932355.000000 Penalty: 956.282166
	Iteration 72Q: 3 clusters Score -2932355 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2932354.000000 Penalty: 956.282166
	Iteration 73Q: 3 clusters Score -2932354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2932356.750000 Penalty: 956.282166
	Iteration 74Q: 3 clusters Score -2932357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2932362.750000 Penalty: 956.282166
	Iteration 75Q: 3 clusters Score -2932363 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2932369.000000 Penalty: 956.282166
	Iteration 76Q: 3 clusters Score -2932369 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2932372.500000 Penalty: 956.282166
	Iteration 77Q: 3 clusters Score -2932372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2932370.500000 Penalty: 956.282166
	Iteration 78Q: 3 clusters Score -2932370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2932376.750000 Penalty: 956.282166
	Iteration 79Q: 3 clusters Score -2932377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2932370.750000 Penalty: 956.282166
	Iteration 80F: 3 clusters Score -2932371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2932377.000000 Penalty: 956.282166
	Iteration 81Q: 3 clusters Score -2932377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2932371.000000 Penalty: 956.282166
	Iteration 82Q: 3 clusters Score -2932371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2932372.500000 Penalty: 956.282166
	Iteration 83Q: 3 clusters Score -2932372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2932370.000000 Penalty: 956.282166
	Iteration 84Q: 3 clusters Score -2932370 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2932367.250000 Penalty: 956.282166
	Iteration 85Q: 3 clusters Score -2932367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2932371.000000 Penalty: 956.282166
	Iteration 86Q: 3 clusters Score -2932371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2932376.500000 Penalty: 956.282166
	Iteration 87Q: 3 clusters Score -2932376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2932389.750000 Penalty: 956.282166
	Iteration 88Q: 3 clusters Score -2932390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2932372.250000 Penalty: 956.282166
	Iteration 89Q: 3 clusters Score -2932372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2932383.000000 Penalty: 956.282166
	Iteration 90Q: 3 clusters Score -2932383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2932399.000000 Penalty: 956.282166
	Iteration 91Q: 3 clusters Score -2932399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2932400.000000 Penalty: 956.282166
	Iteration 92Q: 3 clusters Score -2932400 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2932397.000000 Penalty: 956.282166
	Iteration 93Q: 3 clusters Score -2932397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2932400.000000 Penalty: 956.282166
	Iteration 94Q: 3 clusters Score -2932400 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2932409.250000 Penalty: 956.282166
	Iteration 95Q: 3 clusters Score -2932409 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2932410.250000 Penalty: 956.282166
	Iteration 96Q: 3 clusters Score -2932410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2932411.750000 Penalty: 956.282166
	Iteration 97Q: 3 clusters Score -2932412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2932419.250000 Penalty: 956.282166
	Iteration 98Q: 3 clusters Score -2932419 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2932417.750000 Penalty: 956.282166
	Iteration 99Q: 3 clusters Score -2932418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2932435.250000 Penalty: 956.282166
	Iteration 100F: 3 clusters Score -2932435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2932441.750000 Penalty: 956.282166
	Iteration 101Q: 3 clusters Score -2932442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2932441.250000 Penalty: 956.282166
	Iteration 102Q: 3 clusters Score -2932441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2932436.250000 Penalty: 956.282166
	Iteration 103Q: 3 clusters Score -2932436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2932436.750000 Penalty: 956.282166
	Iteration 104Q: 3 clusters Score -2932437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2932442.750000 Penalty: 956.282166
	Iteration 105Q: 3 clusters Score -2932443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2932450.750000 Penalty: 956.282166
	Iteration 106Q: 3 clusters Score -2932451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2932462.500000 Penalty: 956.282166
	Iteration 107Q: 3 clusters Score -2932462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -2932466.750000 Penalty: 956.282166
	Iteration 108Q: 3 clusters Score -2932467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2932478.000000 Penalty: 956.282166
	Iteration 109Q: 3 clusters Score -2932478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2932484.750000 Penalty: 956.282166
	Iteration 110Q: 3 clusters Score -2932485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -2932492.000000 Penalty: 956.282166
	Iteration 111Q: 3 clusters Score -2932492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2932507.250000 Penalty: 956.282166
	Iteration 112Q: 3 clusters Score -2932507 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2932519.250000 Penalty: 956.282166
	Iteration 113Q: 3 clusters Score -2932519 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2932537.750000 Penalty: 956.282166
	Iteration 114Q: 3 clusters Score -2932538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2932535.250000 Penalty: 956.282166
	Iteration 115Q: 3 clusters Score -2932535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2932563.250000 Penalty: 956.282166
	Iteration 116Q: 3 clusters Score -2932563 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2932574.750000 Penalty: 956.282166
	Iteration 117Q: 3 clusters Score -2932575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2932601.250000 Penalty: 956.282166
	Iteration 118Q: 3 clusters Score -2932601 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2932604.250000 Penalty: 956.282166
	Iteration 119Q: 3 clusters Score -2932604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2932617.750000 Penalty: 956.282166
	Iteration 120F: 3 clusters Score -2932618 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -2932622.500000 Penalty: 956.282166
	Iteration 121Q: 3 clusters Score -2932622 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2932647.000000 Penalty: 956.282166
	Iteration 122Q: 3 clusters Score -2932647 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -2932663.250000 Penalty: 956.282166
	Iteration 123Q: 3 clusters Score -2932663 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2932671.250000 Penalty: 956.282166
	Iteration 124Q: 3 clusters Score -2932671 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2932689.750000 Penalty: 956.282166
	Iteration 125Q: 3 clusters Score -2932690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2932713.750000 Penalty: 956.282166
	Iteration 126Q: 3 clusters Score -2932714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -2932738.500000 Penalty: 956.282166
	Iteration 127Q: 3 clusters Score -2932738 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -2932766.000000 Penalty: 956.282166
	Iteration 128Q: 3 clusters Score -2932766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -2932814.000000 Penalty: 956.282166
	Iteration 129Q: 3 clusters Score -2932814 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2932830.500000 Penalty: 956.282166
	Iteration 130Q: 3 clusters Score -2932830 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2932852.000000 Penalty: 956.282166
	Iteration 131Q: 3 clusters Score -2932852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -2932877.250000 Penalty: 956.282166
	Iteration 132Q: 3 clusters Score -2932877 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2932935.500000 Penalty: 956.282166
	Iteration 133Q: 3 clusters Score -2932936 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -2932960.750000 Penalty: 956.282166
	Iteration 134Q: 3 clusters Score -2932961 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -2933024.500000 Penalty: 956.282166
	Iteration 135Q: 3 clusters Score -2933024 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -2933057.750000 Penalty: 956.282166
	Iteration 136Q: 3 clusters Score -2933058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -2933127.750000 Penalty: 956.282166
	Iteration 137Q: 3 clusters Score -2933128 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -2933210.750000 Penalty: 956.282166
	Iteration 138Q: 3 clusters Score -2933211 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -2933259.000000 Penalty: 956.282166
	Iteration 139Q: 3 clusters Score -2933259 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -2933309.000000 Penalty: 956.282166
	Iteration 140F: 3 clusters Score -2933309 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2933373.500000 Penalty: 956.282166
	Iteration 141Q: 3 clusters Score -2933374 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -2933414.000000 Penalty: 956.282166
	Iteration 142Q: 3 clusters Score -2933414 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -2933478.250000 Penalty: 956.282166
	Iteration 143Q: 3 clusters Score -2933478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -2933523.250000 Penalty: 956.282166
	Iteration 144Q: 3 clusters Score -2933523 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -2933569.250000 Penalty: 956.282166
	Iteration 145Q: 3 clusters Score -2933569 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -2933604.500000 Penalty: 956.282166
	Iteration 146Q: 3 clusters Score -2933604 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -2933643.500000 Penalty: 956.282166
	Iteration 147Q: 3 clusters Score -2933644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2933706.500000 Penalty: 956.282166
	Iteration 148Q: 3 clusters Score -2933706 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -2933727.000000 Penalty: 956.282166
	Iteration 149Q: 3 clusters Score -2933727 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -2933757.500000 Penalty: 956.282166
	Iteration 150Q: 3 clusters Score -2933758 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -2933803.250000 Penalty: 956.282166
	Iteration 151Q: 3 clusters Score -2933803 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -2933845.000000 Penalty: 956.282166
	Iteration 152Q: 3 clusters Score -2933845 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -2933892.250000 Penalty: 956.282166
	Iteration 153Q: 3 clusters Score -2933892 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -2933914.000000 Penalty: 956.282166
	Iteration 154Q: 3 clusters Score -2933914 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -2933946.750000 Penalty: 956.282166
	Iteration 155Q: 3 clusters Score -2933947 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -2933990.750000 Penalty: 956.282166
	Iteration 156Q: 3 clusters Score -2933991 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -2934007.500000 Penalty: 956.282166
	Iteration 157Q: 3 clusters Score -2934008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -2934036.000000 Penalty: 956.282166
	Iteration 158Q: 3 clusters Score -2934036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -2934080.000000 Penalty: 956.282166
	Iteration 159Q: 3 clusters Score -2934080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -2934102.250000 Penalty: 956.282166
	Iteration 160F: 3 clusters Score -2934102 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -2934154.750000 Penalty: 956.282166
	Iteration 161Q: 3 clusters Score -2934155 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -2934194.750000 Penalty: 956.282166
	Iteration 162Q: 3 clusters Score -2934195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -2934205.000000 Penalty: 956.282166
	Iteration 163Q: 3 clusters Score -2934205 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -2934211.000000 Penalty: 956.282166
	Iteration 164Q: 3 clusters Score -2934211 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -2934245.000000 Penalty: 956.282166
	Iteration 165Q: 3 clusters Score -2934245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -2934244.000000 Penalty: 956.282166
	Iteration 166Q: 3 clusters Score -2934244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -2934239.500000 Penalty: 956.282166
	Iteration 167Q: 3 clusters Score -2934240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -2934244.250000 Penalty: 956.282166
	Iteration 168Q: 3 clusters Score -2934244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -2934236.500000 Penalty: 956.282166
	Iteration 169Q: 3 clusters Score -2934236 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2934214.000000 Penalty: 956.282166
	Iteration 170Q: 3 clusters Score -2934214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2934197.250000 Penalty: 956.282166
	Iteration 171Q: 3 clusters Score -2934197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -2934192.500000 Penalty: 956.282166
	Iteration 172Q: 3 clusters Score -2934192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -2934181.750000 Penalty: 956.282166
	Iteration 173Q: 3 clusters Score -2934182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -2934176.250000 Penalty: 956.282166
	Iteration 174Q: 3 clusters Score -2934176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2934168.750000 Penalty: 956.282166
	Iteration 175Q: 3 clusters Score -2934169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -2934155.250000 Penalty: 956.282166
	Iteration 176Q: 3 clusters Score -2934155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -2934151.750000 Penalty: 956.282166
	Iteration 177Q: 3 clusters Score -2934152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -2934143.000000 Penalty: 956.282166
	Iteration 178Q: 3 clusters Score -2934143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -2934125.250000 Penalty: 956.282166
	Iteration 179Q: 3 clusters Score -2934125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -2934116.000000 Penalty: 956.282166
	Iteration 180F: 3 clusters Score -2934116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -2934114.750000 Penalty: 956.282166
	Iteration 181Q: 3 clusters Score -2934115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2934097.000000 Penalty: 956.282166
	Iteration 182Q: 3 clusters Score -2934097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -2934097.000000 Penalty: 956.282166
	Iteration 183Q: 3 clusters Score -2934097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -2934087.250000 Penalty: 956.282166
	Iteration 184Q: 3 clusters Score -2934087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -2934082.750000 Penalty: 956.282166
	Iteration 185Q: 3 clusters Score -2934083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -2934074.250000 Penalty: 956.282166
	Iteration 186Q: 3 clusters Score -2934074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2934061.500000 Penalty: 956.282166
	Iteration 187Q: 3 clusters Score -2934062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2934062.000000 Penalty: 956.282166
	Iteration 188Q: 3 clusters Score -2934062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -2934051.750000 Penalty: 956.282166
	Iteration 189Q: 3 clusters Score -2934052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -2934037.750000 Penalty: 956.282166
	Iteration 190Q: 3 clusters Score -2934038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -2934035.750000 Penalty: 956.282166
	Iteration 191Q: 3 clusters Score -2934036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -2934026.750000 Penalty: 956.282166
	Iteration 192Q: 3 clusters Score -2934027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -2934025.500000 Penalty: 956.282166
	Iteration 193Q: 3 clusters Score -2934026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -2934019.750000 Penalty: 956.282166
	Iteration 194Q: 3 clusters Score -2934020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -2934008.750000 Penalty: 956.282166
	Iteration 195Q: 3 clusters Score -2934009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -2933996.750000 Penalty: 956.282166
	Iteration 196Q: 3 clusters Score -2933997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -2933997.000000 Penalty: 956.282166
	Iteration 197Q: 3 clusters Score -2933997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -2933997.250000 Penalty: 956.282166
	Iteration 198Q: 3 clusters Score -2933997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -2933999.000000 Penalty: 956.282166
	Iteration 199Q: 3 clusters Score -2933999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -2934003.750000 Penalty: 956.282166
	Iteration 200F: 3 clusters Score -2934004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -2934002.750000 Penalty: 956.282166
	Iteration 201Q: 3 clusters Score -2934003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -2933992.750000 Penalty: 956.282166
	Iteration 202Q: 3 clusters Score -2933993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -2933993.250000 Penalty: 956.282166
	Iteration 203Q: 3 clusters Score -2933993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -2933992.000000 Penalty: 956.282166
	Iteration 204Q: 3 clusters Score -2933992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -2933990.750000 Penalty: 956.282166
	Iteration 205Q: 3 clusters Score -2933991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -2933996.250000 Penalty: 956.282166
	Iteration 206Q: 3 clusters Score -2933996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -2933995.250000 Penalty: 956.282166
	Iteration 207Q: 3 clusters Score -2933995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -2933995.250000 Penalty: 956.282166
	Iteration 208F: 3 clusters Score -2933995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9195.049805 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9195.05 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9356.667969 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9356.668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9390.155273 Penalty: 501.722015
	Iteration 2Q: 3 clusters Score -9390.155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9397.790039 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -9397.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9407.198242 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9407.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9409.494141 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9409.494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9409.494141 Penalty: 501.722015
	Iteration 6F: 3 clusters Score -9409.494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -22299.798828 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -22299.8 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 170 members 
Entering Unmasked Estep 
Score: -21951.753906 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -21951.75 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22035.769531 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -22035.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22052.121094 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -22052.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22056.695312 Penalty: 525.201111
	Iteration 3Q: 3 clusters Score -22056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22057.949219 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -22057.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22059.857422 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -22059.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22062.007812 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -22062.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22066.583984 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -22066.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22072.292969 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -22072.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22073.917969 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -22073.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22074.419922 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -22074.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22074.419922 Penalty: 525.201111
	Iteration 11F: 3 clusters Score -22074.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4895 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20896 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11606 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 44988 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2025 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20490 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17128 members 
Mstep: Class 32 contains 24608 members 
Mstep: Class 33 contains 17051 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 10970 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 954 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 2915 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12343 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22841 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11661 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1814 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1737 members 
Mstep: Class 60 contains 20460 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3157 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26732 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12634 members 
Mstep: Class 67 contains 10870 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 27996 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 851 members 
Mstep: Class 73 contains 22166 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36629 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182648.000000 Penalty: 46349.105469
Iteration 199Q: 78 clusters Score -4.218265e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20868 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32309 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 1870 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 11654 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12754 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6586 members 
Mstep: Class 18 contains 44990 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2026 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20395 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17148 members 
Mstep: Class 32 contains 24584 members 
Mstep: Class 33 contains 17120 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 11023 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3083 members 
Mstep: Class 42 contains 2924 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6521 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 12701 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22853 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11358 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1816 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1745 members 
Mstep: Class 60 contains 20462 members 
Mstep: Class 61 contains 3428 members 
Mstep: Class 62 contains 3159 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26742 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12670 members 
Mstep: Class 67 contains 10540 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 28184 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 855 members 
Mstep: Class 73 contains 22148 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36623 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182812.000000 Penalty: 46349.105469
Iteration 200F: 78 clusters Score -4.218281e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 20821 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32315 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 1870 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 296 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6596 members 
Mstep: Class 18 contains 44998 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21073 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20311 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17164 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 17196 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 11086 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3070 members 
Mstep: Class 42 contains 2935 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1284 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 13046 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22875 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 11045 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1818 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 1750 members 
Mstep: Class 60 contains 20474 members 
Mstep: Class 61 contains 3432 members 
Mstep: Class 62 contains 3161 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26755 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12705 members 
Mstep: Class 67 contains 10224 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 28327 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 860 members 
Mstep: Class 73 contains 22164 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 240 members 
Mstep: Class 76 contains 36606 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182684.000000 Penalty: 46349.105469
Iteration 201Q: 78 clusters Score -4.218268e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 20933 members 
Mstep: Class 4 contains 20769 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32320 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 45007 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21051 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2028 members 
Mstep: Class 24 contains 20695 members 
Mstep: Class 25 contains 195 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20207 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17163 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 17255 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 11163 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3063 members 
Mstep: Class 42 contains 2945 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6508 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 13373 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22915 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 10791 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1820 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 1752 members 
Mstep: Class 60 contains 20477 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 3158 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26760 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 12745 members 
Mstep: Class 67 contains 9904 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 28460 members 
Mstep: Class 71 contains 6095 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22136 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 244 members 
Mstep: Class 76 contains 36595 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182552.000000 Penalty: 46349.105469
Iteration 202Q: 78 clusters Score -4.218255e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 20716 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32331 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 11799 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12831 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6607 members 
Mstep: Class 18 contains 45015 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21027 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2030 members 
Mstep: Class 24 contains 20697 members 
Mstep: Class 25 contains 196 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 20092 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17156 members 
Mstep: Class 32 contains 24543 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 11220 members 
Mstep: Class 36 contains 2897 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3055 members 
Mstep: Class 42 contains 2956 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6503 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 573 members 
Mstep: Class 50 contains 13683 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 22967 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 10528 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1822 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1758 members 
Mstep: Class 60 contains 20480 members 
Mstep: Class 61 contains 3439 members 
Mstep: Class 62 contains 3159 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26789 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 12781 members 
Mstep: Class 67 contains 9605 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 259 members 
Mstep: Class 70 contains 28610 members 
Mstep: Class 71 contains 6095 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22129 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 244 members 
Mstep: Class 76 contains 36582 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182500.000000 Penalty: 46349.105469
Iteration 203Q: 78 clusters Score -4.21825e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 20661 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32341 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 11852 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12851 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6608 members 
Mstep: Class 18 contains 45023 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 20999 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2032 members 
Mstep: Class 24 contains 20699 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 19916 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17146 members 
Mstep: Class 32 contains 24528 members 
Mstep: Class 33 contains 17278 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 11270 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 957 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3048 members 
Mstep: Class 42 contains 2972 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6493 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 13975 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23033 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 10252 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1824 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1763 members 
Mstep: Class 60 contains 20485 members 
Mstep: Class 61 contains 3440 members 
Mstep: Class 62 contains 3163 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26855 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12811 members 
Mstep: Class 67 contains 9339 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 28759 members 
Mstep: Class 71 contains 6095 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22199 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 244 members 
Mstep: Class 76 contains 36587 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182548.000000 Penalty: 46349.105469
Iteration 204Q: 78 clusters Score -4.218255e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4892 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 20610 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32349 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 1870 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 11910 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6615 members 
Mstep: Class 18 contains 45033 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20976 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2033 members 
Mstep: Class 24 contains 20695 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 19770 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17137 members 
Mstep: Class 32 contains 24502 members 
Mstep: Class 33 contains 17319 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 11345 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3043 members 
Mstep: Class 42 contains 2983 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 575 members 
Mstep: Class 50 contains 14259 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23082 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 9993 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1826 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1767 members 
Mstep: Class 60 contains 20489 members 
Mstep: Class 61 contains 3437 members 
Mstep: Class 62 contains 3165 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 26932 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12846 members 
Mstep: Class 67 contains 9054 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 258 members 
Mstep: Class 70 contains 28944 members 
Mstep: Class 71 contains 6095 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22155 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 245 members 
Mstep: Class 76 contains 36594 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182256.000000 Penalty: 46349.105469
Iteration 205Q: 78 clusters Score -4.218226e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32350 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 1869 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 11933 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12871 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20961 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20697 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 19558 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17123 members 
Mstep: Class 32 contains 24490 members 
Mstep: Class 33 contains 17306 members 
Mstep: Class 34 contains 294 members 
Mstep: Class 35 contains 11432 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 970 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3033 members 
Mstep: Class 42 contains 2995 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14539 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23137 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 9746 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1828 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1769 members 
Mstep: Class 60 contains 20499 members 
Mstep: Class 61 contains 3435 members 
Mstep: Class 62 contains 3170 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27030 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12875 members 
Mstep: Class 67 contains 8834 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29084 members 
Mstep: Class 71 contains 6094 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22180 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 243 members 
Mstep: Class 76 contains 36589 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182308.000000 Penalty: 46349.105469
Iteration 206Q: 78 clusters Score -4.218231e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 20483 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32355 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 11991 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 45050 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20943 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 19403 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17105 members 
Mstep: Class 32 contains 24475 members 
Mstep: Class 33 contains 17325 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11500 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 977 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3027 members 
Mstep: Class 42 contains 3005 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6475 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14793 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23186 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 9482 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1832 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1773 members 
Mstep: Class 60 contains 20502 members 
Mstep: Class 61 contains 3436 members 
Mstep: Class 62 contains 3172 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27119 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12916 members 
Mstep: Class 67 contains 8617 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29236 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22187 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36586 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182412.000000 Penalty: 46349.105469
Iteration 207Q: 78 clusters Score -4.218241e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 20426 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32362 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 18 contains 45062 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20917 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20717 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 19172 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17095 members 
Mstep: Class 32 contains 24452 members 
Mstep: Class 33 contains 17343 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11596 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 979 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3023 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15022 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23225 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 9217 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1833 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1777 members 
Mstep: Class 60 contains 20514 members 
Mstep: Class 61 contains 3438 members 
Mstep: Class 62 contains 3177 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27263 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 12963 members 
Mstep: Class 67 contains 8466 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29353 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22190 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36567 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182432.000000 Penalty: 46349.105469
Iteration 208Q: 78 clusters Score -4.218243e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 20933 members 
Mstep: Class 4 contains 20356 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32365 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12071 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12784 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6669 members 
Mstep: Class 18 contains 45059 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20905 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20727 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18977 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17080 members 
Mstep: Class 32 contains 24435 members 
Mstep: Class 33 contains 17327 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11676 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 981 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3015 members 
Mstep: Class 42 contains 3040 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15234 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23280 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 8977 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1838 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20524 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 3179 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27373 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13012 members 
Mstep: Class 67 contains 8328 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29436 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 862 members 
Mstep: Class 73 contains 22248 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36541 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182400.000000 Penalty: 46349.105469
Iteration 209Q: 78 clusters Score -4.21824e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 20292 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32363 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 1873 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 45060 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20903 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20743 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18837 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17073 members 
Mstep: Class 32 contains 24411 members 
Mstep: Class 33 contains 17276 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11763 members 
Mstep: Class 36 contains 2898 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 3059 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15324 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23324 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 8730 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1842 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1784 members 
Mstep: Class 60 contains 20530 members 
Mstep: Class 61 contains 3447 members 
Mstep: Class 62 contains 3180 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27502 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13059 members 
Mstep: Class 67 contains 8292 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29493 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 863 members 
Mstep: Class 73 contains 22366 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36493 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182520.000000 Penalty: 46349.105469
Iteration 210Q: 78 clusters Score -4.218252e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 20234 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32366 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 1874 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12160 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6694 members 
Mstep: Class 18 contains 45064 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20904 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2036 members 
Mstep: Class 24 contains 20749 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17060 members 
Mstep: Class 32 contains 24394 members 
Mstep: Class 33 contains 17206 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11869 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 3001 members 
Mstep: Class 42 contains 3084 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6463 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15323 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23351 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 8496 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1846 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 20524 members 
Mstep: Class 61 contains 3452 members 
Mstep: Class 62 contains 3186 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27598 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13118 members 
Mstep: Class 67 contains 8270 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29496 members 
Mstep: Class 71 contains 6092 members 
Mstep: Class 72 contains 864 members 
Mstep: Class 73 contains 22524 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36459 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182556.000000 Penalty: 46349.105469
Iteration 211Q: 78 clusters Score -4.218256e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4889 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 20184 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32367 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12717 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6703 members 
Mstep: Class 18 contains 45067 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 20910 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 20761 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18654 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17059 members 
Mstep: Class 32 contains 24379 members 
Mstep: Class 33 contains 17110 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 11968 members 
Mstep: Class 36 contains 2904 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2997 members 
Mstep: Class 42 contains 3110 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6464 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15289 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23340 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 8292 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1854 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20521 members 
Mstep: Class 61 contains 3454 members 
Mstep: Class 62 contains 3192 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27684 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13189 members 
Mstep: Class 67 contains 8280 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29517 members 
Mstep: Class 71 contains 6092 members 
Mstep: Class 72 contains 864 members 
Mstep: Class 73 contains 22656 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36430 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182364.000000 Penalty: 46349.105469
Iteration 212Q: 78 clusters Score -4.218236e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4888 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 20135 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32363 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12756 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6712 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 20926 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20764 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18595 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17058 members 
Mstep: Class 32 contains 24377 members 
Mstep: Class 33 contains 17050 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12077 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2994 members 
Mstep: Class 42 contains 3134 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15185 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23332 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 8097 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1859 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20517 members 
Mstep: Class 61 contains 3457 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27766 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13243 members 
Mstep: Class 67 contains 8283 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29523 members 
Mstep: Class 71 contains 6092 members 
Mstep: Class 72 contains 865 members 
Mstep: Class 73 contains 22764 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36406 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182508.000000 Penalty: 46349.105469
Iteration 213Q: 78 clusters Score -4.218251e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 20096 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32363 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12273 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 45060 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 20930 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20770 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18532 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17057 members 
Mstep: Class 32 contains 24361 members 
Mstep: Class 33 contains 16983 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12169 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2992 members 
Mstep: Class 42 contains 3159 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1285 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 15070 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23332 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7901 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1864 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20512 members 
Mstep: Class 61 contains 3455 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27871 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13294 members 
Mstep: Class 67 contains 8344 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29568 members 
Mstep: Class 71 contains 6090 members 
Mstep: Class 72 contains 868 members 
Mstep: Class 73 contains 22862 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36367 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182520.000000 Penalty: 46349.105469
Iteration 214Q: 78 clusters Score -4.218252e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 20061 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32371 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12298 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12801 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6729 members 
Mstep: Class 18 contains 45058 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 20944 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20772 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18466 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17054 members 
Mstep: Class 32 contains 24341 members 
Mstep: Class 33 contains 16921 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12258 members 
Mstep: Class 36 contains 2904 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2991 members 
Mstep: Class 42 contains 3197 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6463 members 
Mstep: Class 47 contains 1286 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14866 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23327 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7703 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1868 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 20503 members 
Mstep: Class 61 contains 3450 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 27966 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13346 members 
Mstep: Class 67 contains 8494 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29625 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 871 members 
Mstep: Class 73 contains 22938 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36334 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182344.000000 Penalty: 46349.105469
Iteration 215Q: 78 clusters Score -4.218234e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32386 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12289 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 45065 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 20956 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20777 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18421 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17040 members 
Mstep: Class 32 contains 24324 members 
Mstep: Class 33 contains 16823 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12341 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2988 members 
Mstep: Class 42 contains 3252 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6460 members 
Mstep: Class 47 contains 1287 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14661 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23313 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7552 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1873 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20503 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28064 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13397 members 
Mstep: Class 67 contains 8637 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29643 members 
Mstep: Class 71 contains 6091 members 
Mstep: Class 72 contains 871 members 
Mstep: Class 73 contains 23018 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36308 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182316.000000 Penalty: 46349.105469
Iteration 216Q: 78 clusters Score -4.218232e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20946 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32400 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12286 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6759 members 
Mstep: Class 18 contains 45067 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 20971 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20769 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18364 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17025 members 
Mstep: Class 32 contains 24299 members 
Mstep: Class 33 contains 16717 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12406 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2984 members 
Mstep: Class 42 contains 3304 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6462 members 
Mstep: Class 47 contains 1288 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14448 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23300 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7400 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1879 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20507 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28165 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13448 members 
Mstep: Class 67 contains 8786 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29690 members 
Mstep: Class 71 contains 6090 members 
Mstep: Class 72 contains 871 members 
Mstep: Class 73 contains 23106 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36300 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182400.000000 Penalty: 46349.105469
Iteration 217Q: 78 clusters Score -4.21824e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 19985 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32408 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6780 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 20988 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20765 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18299 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17014 members 
Mstep: Class 32 contains 24286 members 
Mstep: Class 33 contains 16630 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12448 members 
Mstep: Class 36 contains 2905 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2972 members 
Mstep: Class 42 contains 3360 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6461 members 
Mstep: Class 47 contains 1288 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 14225 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23288 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7230 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1883 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20520 members 
Mstep: Class 61 contains 3440 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28286 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13496 members 
Mstep: Class 67 contains 8926 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29777 members 
Mstep: Class 71 contains 6089 members 
Mstep: Class 72 contains 872 members 
Mstep: Class 73 contains 23175 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36296 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182360.000000 Penalty: 46349.105469
Iteration 218Q: 78 clusters Score -4.218236e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 19979 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32423 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12359 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 45049 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 20997 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20755 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18420 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16989 members 
Mstep: Class 32 contains 24279 members 
Mstep: Class 33 contains 16566 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12487 members 
Mstep: Class 36 contains 2904 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2960 members 
Mstep: Class 42 contains 3420 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6454 members 
Mstep: Class 47 contains 1288 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 13888 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23258 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 7084 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1885 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 20537 members 
Mstep: Class 61 contains 3437 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28410 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13551 members 
Mstep: Class 67 contains 9081 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29860 members 
Mstep: Class 71 contains 6088 members 
Mstep: Class 72 contains 874 members 
Mstep: Class 73 contains 23210 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36278 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182320.000000 Penalty: 46349.105469
Iteration 219Q: 78 clusters Score -4.218232e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32430 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 12389 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6804 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6300 members 
Mstep: Class 21 contains 21011 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20742 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18434 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16979 members 
Mstep: Class 32 contains 24258 members 
Mstep: Class 33 contains 16505 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12512 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2949 members 
Mstep: Class 42 contains 3487 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6454 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 13667 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23236 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6955 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1888 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 20551 members 
Mstep: Class 61 contains 3429 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28553 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13598 members 
Mstep: Class 67 contains 9148 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 29929 members 
Mstep: Class 71 contains 6086 members 
Mstep: Class 72 contains 875 members 
Mstep: Class 73 contains 23254 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 241 members 
Mstep: Class 76 contains 36281 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182224.000000 Penalty: 46349.105469
Iteration 220F: 78 clusters Score -4.218222e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20947 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32433 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12624 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6816 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6300 members 
Mstep: Class 21 contains 21019 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20741 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18427 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16961 members 
Mstep: Class 32 contains 24242 members 
Mstep: Class 33 contains 16455 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12524 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2934 members 
Mstep: Class 42 contains 3549 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6451 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 13473 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23214 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6834 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1890 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20566 members 
Mstep: Class 61 contains 3428 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28668 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13646 members 
Mstep: Class 67 contains 9224 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30019 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 877 members 
Mstep: Class 73 contains 23260 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 243 members 
Mstep: Class 76 contains 36283 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182240.000000 Penalty: 46349.105469
Iteration 221Q: 78 clusters Score -4.218224e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20946 members 
Mstep: Class 4 contains 19968 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32434 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 12516 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12548 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 45032 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21024 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20739 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18481 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16939 members 
Mstep: Class 32 contains 24231 members 
Mstep: Class 33 contains 16394 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12532 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2918 members 
Mstep: Class 42 contains 3625 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6452 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 574 members 
Mstep: Class 50 contains 13275 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23208 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6724 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1892 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20580 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28765 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13686 members 
Mstep: Class 67 contains 9263 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30111 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 880 members 
Mstep: Class 73 contains 23254 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36280 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182128.000000 Penalty: 46349.105469
Iteration 222Q: 78 clusters Score -4.218213e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20944 members 
Mstep: Class 4 contains 19970 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32431 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 224 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12465 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 45023 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21031 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20735 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18573 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16917 members 
Mstep: Class 32 contains 24219 members 
Mstep: Class 33 contains 16337 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 12543 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2900 members 
Mstep: Class 42 contains 3701 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6452 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 13087 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6611 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1894 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1775 members 
Mstep: Class 60 contains 20599 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28855 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13713 members 
Mstep: Class 67 contains 9279 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30208 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 883 members 
Mstep: Class 73 contains 23247 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 242 members 
Mstep: Class 76 contains 36276 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182300.000000 Penalty: 46349.105469
Iteration 223Q: 78 clusters Score -4.21823e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 19973 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32430 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 1880 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 226 members 
Mstep: Class 13 contains 12671 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12428 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6876 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21037 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20730 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 18615 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16899 members 
Mstep: Class 32 contains 24205 members 
Mstep: Class 33 contains 16298 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 12552 members 
Mstep: Class 36 contains 2904 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2879 members 
Mstep: Class 42 contains 3767 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6452 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 575 members 
Mstep: Class 50 contains 12935 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23209 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6483 members 
Mstep: Class 55 contains 225 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 1774 members 
Mstep: Class 60 contains 20620 members 
Mstep: Class 61 contains 3431 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28896 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13741 members 
Mstep: Class 67 contains 9287 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30270 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 887 members 
Mstep: Class 73 contains 23280 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 239 members 
Mstep: Class 76 contains 36267 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182196.000000 Penalty: 46349.105469
Iteration 224Q: 78 clusters Score -4.21822e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 19978 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 32424 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 227 members 
Mstep: Class 13 contains 12756 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12376 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6906 members 
Mstep: Class 18 contains 45011 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21043 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20722 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 18648 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16889 members 
Mstep: Class 32 contains 24199 members 
Mstep: Class 33 contains 16294 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 12555 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 2851 members 
Mstep: Class 42 contains 3818 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6450 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 575 members 
Mstep: Class 50 contains 12790 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23208 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6370 members 
Mstep: Class 55 contains 226 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 540 members 
Mstep: Class 59 contains 1774 members 
Mstep: Class 60 contains 20640 members 
Mstep: Class 61 contains 3434 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 149 members 
Mstep: Class 64 contains 28974 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13765 members 
Mstep: Class 67 contains 9277 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30322 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 887 members 
Mstep: Class 73 contains 23306 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 238 members 
Mstep: Class 76 contains 36254 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182132.000000 Penalty: 46349.105469
Iteration 225Q: 78 clusters Score -4.218213e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 19978 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 697 members 
Mstep: Class 7 contains 32426 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 292 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12286 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6933 members 
Mstep: Class 18 contains 45013 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21047 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20712 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 332 members 
Mstep: Class 29 contains 18686 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16871 members 
Mstep: Class 32 contains 24207 members 
Mstep: Class 33 contains 16270 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 12565 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 2823 members 
Mstep: Class 42 contains 3859 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6446 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 575 members 
Mstep: Class 50 contains 12658 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23204 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6273 members 
Mstep: Class 55 contains 227 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1775 members 
Mstep: Class 60 contains 20661 members 
Mstep: Class 61 contains 3435 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29074 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13785 members 
Mstep: Class 67 contains 9236 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 257 members 
Mstep: Class 70 contains 30383 members 
Mstep: Class 71 contains 6084 members 
Mstep: Class 72 contains 888 members 
Mstep: Class 73 contains 23323 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 235 members 
Mstep: Class 76 contains 36244 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182132.000000 Penalty: 46349.105469
Iteration 226Q: 78 clusters Score -4.218213e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 19985 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32430 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 13051 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12202 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 45010 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21049 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20701 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 334 members 
Mstep: Class 29 contains 18714 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16859 members 
Mstep: Class 32 contains 24204 members 
Mstep: Class 33 contains 16240 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12579 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 250 members 
Mstep: Class 39 contains 180 members 
Mstep: Class 41 contains 2806 members 
Mstep: Class 42 contains 3899 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6444 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12538 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23191 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6165 members 
Mstep: Class 55 contains 229 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1776 members 
Mstep: Class 60 contains 20671 members 
Mstep: Class 61 contains 3438 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29104 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13811 members 
Mstep: Class 67 contains 9163 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 256 members 
Mstep: Class 70 contains 30439 members 
Mstep: Class 71 contains 6081 members 
Mstep: Class 72 contains 893 members 
Mstep: Class 73 contains 23357 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36242 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182136.000000 Penalty: 46349.105469
Iteration 227Q: 78 clusters Score -4.218214e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20926 members 
Mstep: Class 4 contains 19988 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32440 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 13233 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12158 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7019 members 
Mstep: Class 18 contains 45011 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21052 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20687 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18729 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16828 members 
Mstep: Class 32 contains 24201 members 
Mstep: Class 33 contains 16208 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12595 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 179 members 
Mstep: Class 41 contains 2788 members 
Mstep: Class 42 contains 3940 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6440 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12426 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23196 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 6071 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20693 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29116 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13829 members 
Mstep: Class 67 contains 9070 members 
Mstep: Class 68 contains 316 members 
Mstep: Class 69 contains 255 members 
Mstep: Class 70 contains 30511 members 
Mstep: Class 71 contains 6078 members 
Mstep: Class 72 contains 899 members 
Mstep: Class 73 contains 23358 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36237 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182112.000000 Penalty: 46349.105469
Iteration 228Q: 78 clusters Score -4.218211e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 19992 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32454 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 13380 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 45016 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 21053 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20678 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16803 members 
Mstep: Class 32 contains 24194 members 
Mstep: Class 33 contains 16152 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12601 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2771 members 
Mstep: Class 42 contains 3978 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6437 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12321 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23196 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5983 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20712 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29106 members 
Mstep: Class 65 contains 945 members 
Mstep: Class 66 contains 13845 members 
Mstep: Class 67 contains 8982 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30576 members 
Mstep: Class 71 contains 6077 members 
Mstep: Class 72 contains 905 members 
Mstep: Class 73 contains 23391 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36241 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182116.000000 Penalty: 46349.105469
Iteration 229Q: 78 clusters Score -4.218212e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 20915 members 
Mstep: Class 4 contains 19992 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32462 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7134 members 
Mstep: Class 18 contains 45015 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 21059 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20681 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18759 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16783 members 
Mstep: Class 32 contains 24190 members 
Mstep: Class 33 contains 16126 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12609 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2753 members 
Mstep: Class 42 contains 4019 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6438 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23206 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5902 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 3442 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29074 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13852 members 
Mstep: Class 67 contains 8894 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30633 members 
Mstep: Class 71 contains 6075 members 
Mstep: Class 72 contains 909 members 
Mstep: Class 73 contains 23381 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36245 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182000.000000 Penalty: 46349.105469
Iteration 230Q: 78 clusters Score -4.2182e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 20914 members 
Mstep: Class 4 contains 20000 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32471 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 13640 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12179 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7178 members 
Mstep: Class 18 contains 45014 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21062 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20682 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18756 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16769 members 
Mstep: Class 32 contains 24180 members 
Mstep: Class 33 contains 16085 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12623 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2737 members 
Mstep: Class 42 contains 4056 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6434 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12147 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23205 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5823 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20747 members 
Mstep: Class 61 contains 3441 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29058 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13869 members 
Mstep: Class 67 contains 8787 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30704 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23373 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36261 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182068.000000 Penalty: 46349.105469
Iteration 231Q: 78 clusters Score -4.218207e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 20005 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 13825 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7235 members 
Mstep: Class 18 contains 45014 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21059 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20680 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16761 members 
Mstep: Class 32 contains 24178 members 
Mstep: Class 33 contains 16053 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12634 members 
Mstep: Class 36 contains 2905 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2722 members 
Mstep: Class 42 contains 4089 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6431 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12067 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23199 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5748 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20763 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 3194 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29069 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13883 members 
Mstep: Class 67 contains 8665 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30763 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23373 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36269 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181960.000000 Penalty: 46349.105469
Iteration 232Q: 78 clusters Score -4.218196e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 20007 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32479 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 1879 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12085 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7294 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21053 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 20673 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18659 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16751 members 
Mstep: Class 32 contains 24176 members 
Mstep: Class 33 contains 16028 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12654 members 
Mstep: Class 36 contains 2908 members 
Mstep: Class 37 contains 983 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2704 members 
Mstep: Class 42 contains 4119 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6433 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 12005 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23206 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5667 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20777 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 3189 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29147 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13893 members 
Mstep: Class 67 contains 8580 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30821 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23368 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36271 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181948.000000 Penalty: 46349.105469
Iteration 233Q: 78 clusters Score -4.218195e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20898 members 
Mstep: Class 4 contains 20010 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32478 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 1878 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14113 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 12026 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 45016 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 20672 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18596 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16749 members 
Mstep: Class 32 contains 24170 members 
Mstep: Class 33 contains 15984 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12684 members 
Mstep: Class 36 contains 2910 members 
Mstep: Class 37 contains 981 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2682 members 
Mstep: Class 42 contains 4152 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6433 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11918 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5600 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20794 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 3189 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29226 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13900 members 
Mstep: Class 67 contains 8537 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30861 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23376 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36259 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181844.000000 Penalty: 46349.105469
Iteration 234Q: 78 clusters Score -4.218184e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 20013 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32485 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1879 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11911 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7432 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 20673 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18603 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16740 members 
Mstep: Class 32 contains 24165 members 
Mstep: Class 33 contains 15925 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12712 members 
Mstep: Class 36 contains 2911 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2661 members 
Mstep: Class 42 contains 4198 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6430 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11789 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5531 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20822 members 
Mstep: Class 61 contains 3446 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29283 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13894 members 
Mstep: Class 67 contains 8536 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30904 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23383 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36254 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181752.000000 Penalty: 46349.105469
Iteration 235Q: 78 clusters Score -4.218175e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32493 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14346 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7525 members 
Mstep: Class 18 contains 45018 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21070 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20670 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18577 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16740 members 
Mstep: Class 32 contains 24163 members 
Mstep: Class 33 contains 15890 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12745 members 
Mstep: Class 36 contains 2913 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2640 members 
Mstep: Class 42 contains 4230 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6424 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11666 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23202 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5476 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20847 members 
Mstep: Class 61 contains 3445 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29303 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13891 members 
Mstep: Class 67 contains 8545 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30935 members 
Mstep: Class 71 contains 6066 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23380 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36254 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181764.000000 Penalty: 46349.105469
Iteration 236Q: 78 clusters Score -4.218176e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20869 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32485 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14520 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 45021 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21072 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20663 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18524 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16743 members 
Mstep: Class 32 contains 24155 members 
Mstep: Class 33 contains 15850 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12790 members 
Mstep: Class 36 contains 2912 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2614 members 
Mstep: Class 42 contains 4266 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6423 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11537 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23203 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5431 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20878 members 
Mstep: Class 61 contains 3443 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29262 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13887 members 
Mstep: Class 67 contains 8484 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30952 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23388 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36271 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181688.000000 Penalty: 46349.105469
Iteration 237Q: 78 clusters Score -4.218169e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20851 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32497 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1885 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14653 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 45025 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6303 members 
Mstep: Class 21 contains 21068 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20656 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18555 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16752 members 
Mstep: Class 32 contains 24150 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12832 members 
Mstep: Class 36 contains 2915 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2584 members 
Mstep: Class 42 contains 4298 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6424 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11371 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23202 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5379 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20908 members 
Mstep: Class 61 contains 3435 members 
Mstep: Class 62 contains 3188 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29313 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13884 members 
Mstep: Class 67 contains 8414 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30949 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23423 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36266 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181632.000000 Penalty: 46349.105469
Iteration 238Q: 78 clusters Score -4.218163e+07 nChanged 1467
Entering ConstructFrom: 
Score: -42181632.000000 Penalty: 46349.105469
Entering ConstructFrom: 
Trying to split cluster 1 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -50978.136719 Penalty: 301.875824
	Iteration 0F: 2 clusters Score -50978.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50313.605469 Penalty: 603.751648
	Iteration 0F: 3 clusters Score -50313.61 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -50568.070312 Penalty: 603.751648
	Iteration 1F: 3 clusters Score -50568.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50635.488281 Penalty: 603.751648
	Iteration 2F: 3 clusters Score -50635.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -50704.566406 Penalty: 603.751648
	Iteration 3F: 3 clusters Score -50704.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -50741.890625 Penalty: 603.751648
	Iteration 4F: 3 clusters Score -50741.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50762.203125 Penalty: 603.751648
	Iteration 5Q: 3 clusters Score -50762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50777.437500 Penalty: 603.751648
	Iteration 6Q: 3 clusters Score -50777.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50785.605469 Penalty: 603.751648
	Iteration 7Q: 3 clusters Score -50785.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50791.324219 Penalty: 603.751648
	Iteration 8Q: 3 clusters Score -50791.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50793.269531 Penalty: 603.751648
	Iteration 9Q: 3 clusters Score -50793.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50794.468750 Penalty: 603.751648
	Iteration 10Q: 3 clusters Score -50794.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50795.582031 Penalty: 603.751648
	Iteration 11Q: 3 clusters Score -50795.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -50796.039062 Penalty: 603.751648
	Iteration 12Q: 3 clusters Score -50796.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -50797.843750 Penalty: 603.751648
	Iteration 13Q: 3 clusters Score -50797.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50800.660156 Penalty: 603.751648
	Iteration 14Q: 3 clusters Score -50800.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -50803.843750 Penalty: 603.751648
	Iteration 15Q: 3 clusters Score -50803.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50805.949219 Penalty: 603.751648
	Iteration 16Q: 3 clusters Score -50805.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50809.730469 Penalty: 603.751648
	Iteration 17Q: 3 clusters Score -50809.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50812.695312 Penalty: 603.751648
	Iteration 18Q: 3 clusters Score -50812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50813.238281 Penalty: 603.751648
	Iteration 19Q: 3 clusters Score -50813.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50813.238281 Penalty: 603.751648
	Iteration 20F: 3 clusters Score -50813.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Entering Unmasked Estep 
Score: -361058.750000 Penalty: 386.454926
	Iteration 0F: 2 clusters Score -361058.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -357737.812500 Penalty: 772.909851
	Iteration 0F: 3 clusters Score -357737.8 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -359024.031250 Penalty: 772.909851
	Iteration 1F: 3 clusters Score -359024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -359370.593750 Penalty: 772.909851
	Iteration 2F: 3 clusters Score -359370.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -359868.156250 Penalty: 772.909851
	Iteration 3F: 3 clusters Score -359868.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -360326.562500 Penalty: 772.909851
	Iteration 4F: 3 clusters Score -360326.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -360604.906250 Penalty: 772.909851
	Iteration 5F: 3 clusters Score -360604.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -360742.562500 Penalty: 772.909851
	Iteration 6Q: 3 clusters Score -360742.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -360822.812500 Penalty: 772.909851
	Iteration 7Q: 3 clusters Score -360822.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -360868.843750 Penalty: 772.909851
	Iteration 8Q: 3 clusters Score -360868.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -360896.531250 Penalty: 772.909851
	Iteration 9Q: 3 clusters Score -360896.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -360918.781250 Penalty: 772.909851
	Iteration 10Q: 3 clusters Score -360918.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -360932.781250 Penalty: 772.909851
	Iteration 11Q: 3 clusters Score -360932.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -360937.781250 Penalty: 772.909851
	Iteration 12Q: 3 clusters Score -360937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -360942.218750 Penalty: 772.909851
	Iteration 13Q: 3 clusters Score -360942.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -360948.437500 Penalty: 772.909851
	Iteration 14Q: 3 clusters Score -360948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -360951.812500 Penalty: 772.909851
	Iteration 15Q: 3 clusters Score -360951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -360956.843750 Penalty: 772.909851
	Iteration 16Q: 3 clusters Score -360956.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -360957.437500 Penalty: 772.909851
	Iteration 17Q: 3 clusters Score -360957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -360959.625000 Penalty: 772.909851
	Iteration 18Q: 3 clusters Score -360959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -360962.843750 Penalty: 772.909851
	Iteration 19Q: 3 clusters Score -360962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -360967.593750 Penalty: 772.909851
	Iteration 20F: 3 clusters Score -360967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -360972.593750 Penalty: 772.909851
	Iteration 21Q: 3 clusters Score -360972.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -360977.312500 Penalty: 772.909851
	Iteration 22Q: 3 clusters Score -360977.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -360983.656250 Penalty: 772.909851
	Iteration 23Q: 3 clusters Score -360983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -360988.718750 Penalty: 772.909851
	Iteration 24Q: 3 clusters Score -360988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -360993.812500 Penalty: 772.909851
	Iteration 25Q: 3 clusters Score -360993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -361006.343750 Penalty: 772.909851
	Iteration 26Q: 3 clusters Score -361006.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -361015.812500 Penalty: 772.909851
	Iteration 27Q: 3 clusters Score -361015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -361023.750000 Penalty: 772.909851
	Iteration 28Q: 3 clusters Score -361023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -361037.687500 Penalty: 772.909851
	Iteration 29Q: 3 clusters Score -361037.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -361055.812500 Penalty: 772.909851
	Iteration 30Q: 3 clusters Score -361055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -361090.968750 Penalty: 772.909851
	Iteration 31Q: 3 clusters Score -361091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -361113.000000 Penalty: 772.909851
	Iteration 32Q: 3 clusters Score -361113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -361130.500000 Penalty: 772.909851
	Iteration 33Q: 3 clusters Score -361130.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -361137.718750 Penalty: 772.909851
	Iteration 34Q: 3 clusters Score -361137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -361139.593750 Penalty: 772.909851
	Iteration 35Q: 3 clusters Score -361139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -361140.000000 Penalty: 772.909851
	Iteration 36Q: 3 clusters Score -361140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -361140.000000 Penalty: 772.909851
	Iteration 37F: 3 clusters Score -361140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 367 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29406 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30945 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42181328.000000 Penalty: 46951.042969
Splitting cluster 2 changes total score from -42181632.000000 to -42181328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Entering Unmasked Estep 
Score: -1648791.000000 Penalty: 452.476257
	Iteration 0F: 2 clusters Score -1648791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1634959.125000 Penalty: 904.952515
	Iteration 0F: 3 clusters Score -1634959 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1640861.375000 Penalty: 904.952515
	Iteration 1F: 3 clusters Score -1640861 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1641361.375000 Penalty: 904.952515
	Iteration 2F: 3 clusters Score -1641361 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1642108.125000 Penalty: 904.952515
	Iteration 3F: 3 clusters Score -1642108 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1643281.500000 Penalty: 904.952515
	Iteration 4F: 3 clusters Score -1643282 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1644809.750000 Penalty: 904.952515
	Iteration 5F: 3 clusters Score -1644810 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1646452.750000 Penalty: 904.952515
	Iteration 6F: 3 clusters Score -1646453 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1647635.625000 Penalty: 904.952515
	Iteration 7F: 3 clusters Score -1647636 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1648143.000000 Penalty: 904.952515
	Iteration 8Q: 3 clusters Score -1648143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1648296.750000 Penalty: 904.952515
	Iteration 9Q: 3 clusters Score -1648297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1648343.000000 Penalty: 904.952515
	Iteration 10Q: 3 clusters Score -1648343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1648365.875000 Penalty: 904.952515
	Iteration 11Q: 3 clusters Score -1648366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1648390.500000 Penalty: 904.952515
	Iteration 12Q: 3 clusters Score -1648390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1648394.625000 Penalty: 904.952515
	Iteration 13Q: 3 clusters Score -1648395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1648397.250000 Penalty: 904.952515
	Iteration 14Q: 3 clusters Score -1648397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1648397.750000 Penalty: 904.952515
	Iteration 15Q: 3 clusters Score -1648398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1648397.750000 Penalty: 904.952515
	Iteration 16F: 3 clusters Score -1648398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Entering Unmasked Estep 
Score: -1607362.750000 Penalty: 450.654144
	Iteration 0F: 2 clusters Score -1607363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1594068.125000 Penalty: 901.308289
	Iteration 0F: 3 clusters Score -1594068 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1599469.625000 Penalty: 901.308289
	Iteration 1F: 3 clusters Score -1599470 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1599810.375000 Penalty: 901.308289
	Iteration 2Q: 3 clusters Score -1599810 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1600340.875000 Penalty: 901.308289
	Iteration 3F: 3 clusters Score -1600341 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1601162.500000 Penalty: 901.308289
	Iteration 4F: 3 clusters Score -1601162 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1602206.625000 Penalty: 901.308289
	Iteration 5F: 3 clusters Score -1602207 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1603089.875000 Penalty: 901.308289
	Iteration 6F: 3 clusters Score -1603090 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1603489.875000 Penalty: 901.308289
	Iteration 7Q: 3 clusters Score -1603490 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1603622.000000 Penalty: 901.308289
	Iteration 8Q: 3 clusters Score -1603622 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1603672.000000 Penalty: 901.308289
	Iteration 9Q: 3 clusters Score -1603672 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1603726.000000 Penalty: 901.308289
	Iteration 10Q: 3 clusters Score -1603726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1603774.625000 Penalty: 901.308289
	Iteration 11Q: 3 clusters Score -1603775 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1603822.625000 Penalty: 901.308289
	Iteration 12Q: 3 clusters Score -1603823 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1603889.000000 Penalty: 901.308289
	Iteration 13Q: 3 clusters Score -1603889 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1603940.875000 Penalty: 901.308289
	Iteration 14Q: 3 clusters Score -1603941 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1603994.875000 Penalty: 901.308289
	Iteration 15Q: 3 clusters Score -1603995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1604045.375000 Penalty: 901.308289
	Iteration 16Q: 3 clusters Score -1604045 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1604114.500000 Penalty: 901.308289
	Iteration 17Q: 3 clusters Score -1604114 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1604213.625000 Penalty: 901.308289
	Iteration 18Q: 3 clusters Score -1604214 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1604320.750000 Penalty: 901.308289
	Iteration 19Q: 3 clusters Score -1604321 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1604444.250000 Penalty: 901.308289
	Iteration 20F: 3 clusters Score -1604444 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1604596.625000 Penalty: 901.308289
	Iteration 21Q: 3 clusters Score -1604597 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1604767.375000 Penalty: 901.308289
	Iteration 22Q: 3 clusters Score -1604767 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1604950.250000 Penalty: 901.308289
	Iteration 23Q: 3 clusters Score -1604950 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1605146.125000 Penalty: 901.308289
	Iteration 24Q: 3 clusters Score -1605146 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1605343.625000 Penalty: 901.308289
	Iteration 25Q: 3 clusters Score -1605344 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1605552.125000 Penalty: 901.308289
	Iteration 26Q: 3 clusters Score -1605552 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1605787.375000 Penalty: 901.308289
	Iteration 27Q: 3 clusters Score -1605787 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1605992.125000 Penalty: 901.308289
	Iteration 28Q: 3 clusters Score -1605992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1606155.250000 Penalty: 901.308289
	Iteration 29Q: 3 clusters Score -1606155 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1606333.500000 Penalty: 901.308289
	Iteration 30Q: 3 clusters Score -1606334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1606481.625000 Penalty: 901.308289
	Iteration 31Q: 3 clusters Score -1606482 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1606615.375000 Penalty: 901.308289
	Iteration 32Q: 3 clusters Score -1606615 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1606711.250000 Penalty: 901.308289
	Iteration 33Q: 3 clusters Score -1606711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1606787.250000 Penalty: 901.308289
	Iteration 34Q: 3 clusters Score -1606787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1606847.625000 Penalty: 901.308289
	Iteration 35Q: 3 clusters Score -1606848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1606877.000000 Penalty: 901.308289
	Iteration 36Q: 3 clusters Score -1606877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1606896.375000 Penalty: 901.308289
	Iteration 37Q: 3 clusters Score -1606896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1606914.000000 Penalty: 901.308289
	Iteration 38Q: 3 clusters Score -1606914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1606924.500000 Penalty: 901.308289
	Iteration 39Q: 3 clusters Score -1606924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1606932.250000 Penalty: 901.308289
	Iteration 40F: 3 clusters Score -1606932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1606936.625000 Penalty: 901.308289
	Iteration 41Q: 3 clusters Score -1606937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1606941.875000 Penalty: 901.308289
	Iteration 42Q: 3 clusters Score -1606942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1606943.500000 Penalty: 901.308289
	Iteration 43Q: 3 clusters Score -1606944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1606945.375000 Penalty: 901.308289
	Iteration 44Q: 3 clusters Score -1606945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1606950.125000 Penalty: 901.308289
	Iteration 45Q: 3 clusters Score -1606950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1606952.000000 Penalty: 901.308289
	Iteration 46Q: 3 clusters Score -1606952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1606951.125000 Penalty: 901.308289
	Iteration 47Q: 3 clusters Score -1606951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1606954.375000 Penalty: 901.308289
	Iteration 48Q: 3 clusters Score -1606954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1606954.375000 Penalty: 901.308289
	Iteration 49F: 3 clusters Score -1606954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7146.843750 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7146.844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7250.295410 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7250.295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7301.019043 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7301.019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7315.707520 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7315.708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -7323.117188 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7323.117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7331.275391 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7331.275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7334.330078 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7334.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7334.330078 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -7334.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -44320.117188 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -44320.12 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 347 members 
Entering Unmasked Estep 
Score: -43715.863281 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -43715.86 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43872.539062 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -43872.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43915.093750 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -43915.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -43940.527344 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -43940.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -43958.503906 Penalty: 595.887939
	Iteration 4Q: 3 clusters Score -43958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43976.773438 Penalty: 595.887939
	Iteration 5Q: 3 clusters Score -43976.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43990.824219 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -43990.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -44015.257812 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -44015.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -44054.339844 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -44054.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -44108.843750 Penalty: 595.887939
	Iteration 9F: 3 clusters Score -44108.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44154.105469 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -44154.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44182.847656 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -44182.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -44213.621094 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -44213.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -44236.277344 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -44236.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -44239.875000 Penalty: 595.887939
	Iteration 14Q: 3 clusters Score -44239.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -44242.722656 Penalty: 595.887939
	Iteration 15Q: 3 clusters Score -44242.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44245.515625 Penalty: 595.887939
	Iteration 16Q: 3 clusters Score -44245.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44246.550781 Penalty: 595.887939
	Iteration 17Q: 3 clusters Score -44246.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44247.816406 Penalty: 595.887939
	Iteration 18Q: 3 clusters Score -44247.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44249.351562 Penalty: 595.887939
	Iteration 19Q: 3 clusters Score -44249.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -44249.925781 Penalty: 595.887939
	Iteration 20F: 3 clusters Score -44249.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Entering Unmasked Estep 
Score: -2602988.000000 Penalty: 472.703491
	Iteration 0F: 2 clusters Score -2602988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2583273.250000 Penalty: 945.406982
	Iteration 0F: 3 clusters Score -2583273 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2592770.250000 Penalty: 945.406982
	Iteration 1F: 3 clusters Score -2592770 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2593835.000000 Penalty: 945.406982
	Iteration 2F: 3 clusters Score -2593835 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2595497.750000 Penalty: 945.406982
	Iteration 3F: 3 clusters Score -2595498 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2597641.250000 Penalty: 945.406982
	Iteration 4F: 3 clusters Score -2597641 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2599649.500000 Penalty: 945.406982
	Iteration 5F: 3 clusters Score -2599650 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2601101.500000 Penalty: 945.406982
	Iteration 6Q: 3 clusters Score -2601102 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2601815.500000 Penalty: 945.406982
	Iteration 7Q: 3 clusters Score -2601816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2602195.250000 Penalty: 945.406982
	Iteration 8Q: 3 clusters Score -2602195 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2602411.250000 Penalty: 945.406982
	Iteration 9Q: 3 clusters Score -2602411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2602540.250000 Penalty: 945.406982
	Iteration 10Q: 3 clusters Score -2602540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2602597.250000 Penalty: 945.406982
	Iteration 11Q: 3 clusters Score -2602597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2602615.000000 Penalty: 945.406982
	Iteration 12Q: 3 clusters Score -2602615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2602646.500000 Penalty: 945.406982
	Iteration 13Q: 3 clusters Score -2602646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2602683.500000 Penalty: 945.406982
	Iteration 14Q: 3 clusters Score -2602684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2602707.500000 Penalty: 945.406982
	Iteration 15Q: 3 clusters Score -2602708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2602726.250000 Penalty: 945.406982
	Iteration 16Q: 3 clusters Score -2602726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2602742.250000 Penalty: 945.406982
	Iteration 17Q: 3 clusters Score -2602742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2602752.250000 Penalty: 945.406982
	Iteration 18Q: 3 clusters Score -2602752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2602767.000000 Penalty: 945.406982
	Iteration 19Q: 3 clusters Score -2602767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2602770.000000 Penalty: 945.406982
	Iteration 20F: 3 clusters Score -2602770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2602769.750000 Penalty: 945.406982
	Iteration 21Q: 3 clusters Score -2602770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2602774.000000 Penalty: 945.406982
	Iteration 22Q: 3 clusters Score -2602774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2602781.250000 Penalty: 945.406982
	Iteration 23Q: 3 clusters Score -2602781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2602784.000000 Penalty: 945.406982
	Iteration 24Q: 3 clusters Score -2602784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2602786.750000 Penalty: 945.406982
	Iteration 25Q: 3 clusters Score -2602787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2602791.250000 Penalty: 945.406982
	Iteration 26Q: 3 clusters Score -2602791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2602797.000000 Penalty: 945.406982
	Iteration 27Q: 3 clusters Score -2602797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2602796.000000 Penalty: 945.406982
	Iteration 28Q: 3 clusters Score -2602796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2602792.250000 Penalty: 945.406982
	Iteration 29Q: 3 clusters Score -2602792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2602797.500000 Penalty: 945.406982
	Iteration 30Q: 3 clusters Score -2602798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2602802.750000 Penalty: 945.406982
	Iteration 31Q: 3 clusters Score -2602803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2602805.250000 Penalty: 945.406982
	Iteration 32Q: 3 clusters Score -2602805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2602803.500000 Penalty: 945.406982
	Iteration 33Q: 3 clusters Score -2602804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2602805.250000 Penalty: 945.406982
	Iteration 34Q: 3 clusters Score -2602805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2602805.250000 Penalty: 945.406982
	Iteration 35F: 3 clusters Score -2602805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -279147.687500 Penalty: 376.795410
	Iteration 0F: 2 clusters Score -279147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -276475.812500 Penalty: 753.590820
	Iteration 0F: 3 clusters Score -276475.8 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -277492.718750 Penalty: 753.590820
	Iteration 1F: 3 clusters Score -277492.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -277632.625000 Penalty: 753.590820
	Iteration 2F: 3 clusters Score -277632.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -277747.062500 Penalty: 753.590820
	Iteration 3F: 3 clusters Score -277747.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -277862.812500 Penalty: 753.590820
	Iteration 4F: 3 clusters Score -277862.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -277943.531250 Penalty: 753.590820
	Iteration 5Q: 3 clusters Score -277943.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -278017.187500 Penalty: 753.590820
	Iteration 6Q: 3 clusters Score -278017.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -278066.937500 Penalty: 753.590820
	Iteration 7Q: 3 clusters Score -278066.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -278108.218750 Penalty: 753.590820
	Iteration 8Q: 3 clusters Score -278108.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -278146.343750 Penalty: 753.590820
	Iteration 9Q: 3 clusters Score -278146.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -278179.500000 Penalty: 753.590820
	Iteration 10Q: 3 clusters Score -278179.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -278210.312500 Penalty: 753.590820
	Iteration 11Q: 3 clusters Score -278210.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -278240.187500 Penalty: 753.590820
	Iteration 12Q: 3 clusters Score -278240.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -278265.656250 Penalty: 753.590820
	Iteration 13Q: 3 clusters Score -278265.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -278290.812500 Penalty: 753.590820
	Iteration 14Q: 3 clusters Score -278290.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -278322.906250 Penalty: 753.590820
	Iteration 15Q: 3 clusters Score -278322.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -278350.656250 Penalty: 753.590820
	Iteration 16Q: 3 clusters Score -278350.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -278376.750000 Penalty: 753.590820
	Iteration 17Q: 3 clusters Score -278376.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -278403.343750 Penalty: 753.590820
	Iteration 18Q: 3 clusters Score -278403.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -278429.562500 Penalty: 753.590820
	Iteration 19Q: 3 clusters Score -278429.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -278462.312500 Penalty: 753.590820
	Iteration 20F: 3 clusters Score -278462.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -278489.187500 Penalty: 753.590820
	Iteration 21Q: 3 clusters Score -278489.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -278511.000000 Penalty: 753.590820
	Iteration 22Q: 3 clusters Score -278511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -278538.750000 Penalty: 753.590820
	Iteration 23Q: 3 clusters Score -278538.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -278582.625000 Penalty: 753.590820
	Iteration 24Q: 3 clusters Score -278582.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -278653.031250 Penalty: 753.590820
	Iteration 25Q: 3 clusters Score -278653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -278723.468750 Penalty: 753.590820
	Iteration 26Q: 3 clusters Score -278723.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -278781.468750 Penalty: 753.590820
	Iteration 27Q: 3 clusters Score -278781.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -278832.687500 Penalty: 753.590820
	Iteration 28Q: 3 clusters Score -278832.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -278852.937500 Penalty: 753.590820
	Iteration 29Q: 3 clusters Score -278852.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -278860.250000 Penalty: 753.590820
	Iteration 30Q: 3 clusters Score -278860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -278864.656250 Penalty: 753.590820
	Iteration 31Q: 3 clusters Score -278864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -278867.406250 Penalty: 753.590820
	Iteration 32Q: 3 clusters Score -278867.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -278870.250000 Penalty: 753.590820
	Iteration 33Q: 3 clusters Score -278870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -278871.875000 Penalty: 753.590820
	Iteration 34Q: 3 clusters Score -278871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -278874.125000 Penalty: 753.590820
	Iteration 35Q: 3 clusters Score -278874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -278876.218750 Penalty: 753.590820
	Iteration 36Q: 3 clusters Score -278876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -278877.937500 Penalty: 753.590820
	Iteration 37Q: 3 clusters Score -278877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -278878.781250 Penalty: 753.590820
	Iteration 38Q: 3 clusters Score -278878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -278878.718750 Penalty: 753.590820
	Iteration 39Q: 3 clusters Score -278878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -278878.718750 Penalty: 753.590820
	Iteration 40F: 3 clusters Score -278878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -136444.312500 Penalty: 343.122437
	Iteration 0F: 2 clusters Score -136444.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -135108.765625 Penalty: 686.244873
	Iteration 0F: 3 clusters Score -135108.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135651.984375 Penalty: 686.244873
	Iteration 1F: 3 clusters Score -135652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135793.296875 Penalty: 686.244873
	Iteration 2F: 3 clusters Score -135793.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135881.875000 Penalty: 686.244873
	Iteration 3F: 3 clusters Score -135881.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -135941.062500 Penalty: 686.244873
	Iteration 4F: 3 clusters Score -135941.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135982.890625 Penalty: 686.244873
	Iteration 5Q: 3 clusters Score -135982.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136016.703125 Penalty: 686.244873
	Iteration 6Q: 3 clusters Score -136016.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -136040.062500 Penalty: 686.244873
	Iteration 7Q: 3 clusters Score -136040.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136060.562500 Penalty: 686.244873
	Iteration 8Q: 3 clusters Score -136060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136071.406250 Penalty: 686.244873
	Iteration 9Q: 3 clusters Score -136071.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136082.640625 Penalty: 686.244873
	Iteration 10Q: 3 clusters Score -136082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136091.890625 Penalty: 686.244873
	Iteration 11Q: 3 clusters Score -136091.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -136099.031250 Penalty: 686.244873
	Iteration 12Q: 3 clusters Score -136099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -136104.453125 Penalty: 686.244873
	Iteration 13Q: 3 clusters Score -136104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -136109.718750 Penalty: 686.244873
	Iteration 14Q: 3 clusters Score -136109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -136115.671875 Penalty: 686.244873
	Iteration 15Q: 3 clusters Score -136115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136125.562500 Penalty: 686.244873
	Iteration 16Q: 3 clusters Score -136125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -136136.796875 Penalty: 686.244873
	Iteration 17Q: 3 clusters Score -136136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -136145.484375 Penalty: 686.244873
	Iteration 18Q: 3 clusters Score -136145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -136155.609375 Penalty: 686.244873
	Iteration 19Q: 3 clusters Score -136155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -136164.015625 Penalty: 686.244873
	Iteration 20F: 3 clusters Score -136164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -136170.390625 Penalty: 686.244873
	Iteration 21Q: 3 clusters Score -136170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -136174.843750 Penalty: 686.244873
	Iteration 22Q: 3 clusters Score -136174.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -136181.484375 Penalty: 686.244873
	Iteration 23Q: 3 clusters Score -136181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -136188.984375 Penalty: 686.244873
	Iteration 24Q: 3 clusters Score -136189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -136195.343750 Penalty: 686.244873
	Iteration 25Q: 3 clusters Score -136195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -136203.515625 Penalty: 686.244873
	Iteration 26Q: 3 clusters Score -136203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -136209.968750 Penalty: 686.244873
	Iteration 27Q: 3 clusters Score -136210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -136214.312500 Penalty: 686.244873
	Iteration 28Q: 3 clusters Score -136214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -136221.500000 Penalty: 686.244873
	Iteration 29Q: 3 clusters Score -136221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -136230.375000 Penalty: 686.244873
	Iteration 30Q: 3 clusters Score -136230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -136235.703125 Penalty: 686.244873
	Iteration 31Q: 3 clusters Score -136235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -136238.687500 Penalty: 686.244873
	Iteration 32Q: 3 clusters Score -136238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -136247.328125 Penalty: 686.244873
	Iteration 33Q: 3 clusters Score -136247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -136261.687500 Penalty: 686.244873
	Iteration 34Q: 3 clusters Score -136261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -136268.843750 Penalty: 686.244873
	Iteration 35Q: 3 clusters Score -136268.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -136279.890625 Penalty: 686.244873
	Iteration 36Q: 3 clusters Score -136279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -136283.062500 Penalty: 686.244873
	Iteration 37Q: 3 clusters Score -136283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -136283.734375 Penalty: 686.244873
	Iteration 38Q: 3 clusters Score -136283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -136283.625000 Penalty: 686.244873
	Iteration 39Q: 3 clusters Score -136283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -136283.625000 Penalty: 686.244873
	Iteration 40F: 3 clusters Score -136283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Entering Unmasked Estep 
Score: -247898.218750 Penalty: 369.864075
	Iteration 0F: 2 clusters Score -247898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -245544.390625 Penalty: 739.728149
	Iteration 0F: 3 clusters Score -245544.4 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -246411.250000 Penalty: 739.728149
	Iteration 1F: 3 clusters Score -246411.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -246554.500000 Penalty: 739.728149
	Iteration 2F: 3 clusters Score -246554.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -246655.312500 Penalty: 739.728149
	Iteration 3F: 3 clusters Score -246655.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -246731.484375 Penalty: 739.728149
	Iteration 4Q: 3 clusters Score -246731.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -246807.296875 Penalty: 739.728149
	Iteration 5Q: 3 clusters Score -246807.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -246873.859375 Penalty: 739.728149
	Iteration 6Q: 3 clusters Score -246873.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -246942.687500 Penalty: 739.728149
	Iteration 7Q: 3 clusters Score -246942.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -247004.265625 Penalty: 739.728149
	Iteration 8Q: 3 clusters Score -247004.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -247062.156250 Penalty: 739.728149
	Iteration 9Q: 3 clusters Score -247062.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -247156.093750 Penalty: 739.728149
	Iteration 10Q: 3 clusters Score -247156.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -247244.656250 Penalty: 739.728149
	Iteration 11Q: 3 clusters Score -247244.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -247329.828125 Penalty: 739.728149
	Iteration 12Q: 3 clusters Score -247329.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -247389.343750 Penalty: 739.728149
	Iteration 13Q: 3 clusters Score -247389.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -247426.546875 Penalty: 739.728149
	Iteration 14Q: 3 clusters Score -247426.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -247461.187500 Penalty: 739.728149
	Iteration 15Q: 3 clusters Score -247461.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -247490.640625 Penalty: 739.728149
	Iteration 16Q: 3 clusters Score -247490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -247511.578125 Penalty: 739.728149
	Iteration 17Q: 3 clusters Score -247511.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -247526.031250 Penalty: 739.728149
	Iteration 18Q: 3 clusters Score -247526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -247542.421875 Penalty: 739.728149
	Iteration 19Q: 3 clusters Score -247542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -247555.968750 Penalty: 739.728149
	Iteration 20F: 3 clusters Score -247556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -247567.156250 Penalty: 739.728149
	Iteration 21Q: 3 clusters Score -247567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -247578.093750 Penalty: 739.728149
	Iteration 22Q: 3 clusters Score -247578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -247592.203125 Penalty: 739.728149
	Iteration 23Q: 3 clusters Score -247592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -247601.125000 Penalty: 739.728149
	Iteration 24Q: 3 clusters Score -247601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -247610.781250 Penalty: 739.728149
	Iteration 25Q: 3 clusters Score -247610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -247614.718750 Penalty: 739.728149
	Iteration 26Q: 3 clusters Score -247614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -247615.390625 Penalty: 739.728149
	Iteration 27Q: 3 clusters Score -247615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -247615.390625 Penalty: 739.728149
	Iteration 28F: 3 clusters Score -247615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10924.259766 Penalty: 257.979584
	Iteration 0F: 2 clusters Score -10924.26 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 145 members 
Entering Unmasked Estep 
Score: -10580.727539 Penalty: 515.959167
	Iteration 0F: 3 clusters Score -10580.73 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10715.505859 Penalty: 515.959167
	Iteration 1F: 3 clusters Score -10715.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10740.456055 Penalty: 515.959167
	Iteration 2F: 3 clusters Score -10740.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10745.421875 Penalty: 515.959167
	Iteration 3Q: 3 clusters Score -10745.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10754.143555 Penalty: 515.959167
	Iteration 4Q: 3 clusters Score -10754.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -10775.383789 Penalty: 515.959167
	Iteration 5Q: 3 clusters Score -10775.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10794.863281 Penalty: 515.959167
	Iteration 6Q: 3 clusters Score -10794.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10804.972656 Penalty: 515.959167
	Iteration 7Q: 3 clusters Score -10804.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10806.848633 Penalty: 515.959167
	Iteration 8Q: 3 clusters Score -10806.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10813.350586 Penalty: 515.959167
	Iteration 9Q: 3 clusters Score -10813.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10817.979492 Penalty: 515.959167
	Iteration 10Q: 3 clusters Score -10817.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10820.588867 Penalty: 515.959167
	Iteration 11Q: 3 clusters Score -10820.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10824.857422 Penalty: 515.959167
	Iteration 12Q: 3 clusters Score -10824.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10835.897461 Penalty: 515.959167
	Iteration 13Q: 3 clusters Score -10835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10846.838867 Penalty: 515.959167
	Iteration 14Q: 3 clusters Score -10846.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10875.531250 Penalty: 515.959167
	Iteration 15Q: 3 clusters Score -10875.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -10893.475586 Penalty: 515.959167
	Iteration 16Q: 3 clusters Score -10893.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10907.278320 Penalty: 515.959167
	Iteration 17Q: 3 clusters Score -10907.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10917.308594 Penalty: 515.959167
	Iteration 18Q: 3 clusters Score -10917.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10923.664062 Penalty: 515.959167
	Iteration 19Q: 3 clusters Score -10923.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10930.959961 Penalty: 515.959167
	Iteration 20F: 3 clusters Score -10930.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -10944.765625 Penalty: 515.959167
	Iteration 21Q: 3 clusters Score -10944.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10961.699219 Penalty: 515.959167
	Iteration 22Q: 3 clusters Score -10961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10967.156250 Penalty: 515.959167
	Iteration 23Q: 3 clusters Score -10967.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10967.468750 Penalty: 515.959167
	Iteration 24Q: 3 clusters Score -10967.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10968.456055 Penalty: 515.959167
	Iteration 25Q: 3 clusters Score -10968.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10968.890625 Penalty: 515.959167
	Iteration 26Q: 3 clusters Score -10968.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10968.890625 Penalty: 515.959167
	Iteration 27F: 3 clusters Score -10968.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 140 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29406 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30945 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42181156.000000 Penalty: 46951.042969
Splitting cluster 11 changes total score from -42181632.000000 to -42181156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -12626.243164 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -12626.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12328.831055 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -12328.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12482.596680 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -12482.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12560.324219 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -12560.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12617.583984 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -12617.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12661.862305 Penalty: 496.044495
	Iteration 4F: 3 clusters Score -12661.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12665.341797 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -12665.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12669.669922 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -12669.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12671.332031 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -12671.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12671.659180 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -12671.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12671.659180 Penalty: 496.044495
	Iteration 9F: 3 clusters Score -12671.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 152 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 81 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 29406 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30945 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42181124.000000 Penalty: 46951.042969
Splitting cluster 12 changes total score from -42181632.000000 to -42181124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (14806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Entering Unmasked Estep 
Score: -1213857.625000 Penalty: 436.926849
	Iteration 0F: 2 clusters Score -1213858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1204148.125000 Penalty: 873.853699
	Iteration 0F: 3 clusters Score -1204148 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1208190.750000 Penalty: 873.853699
	Iteration 1F: 3 clusters Score -1208191 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1208568.500000 Penalty: 873.853699
	Iteration 2F: 3 clusters Score -1208568 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1209167.625000 Penalty: 873.853699
	Iteration 3F: 3 clusters Score -1209168 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1209950.625000 Penalty: 873.853699
	Iteration 4F: 3 clusters Score -1209951 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1210881.000000 Penalty: 873.853699
	Iteration 5F: 3 clusters Score -1210881 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1211706.125000 Penalty: 873.853699
	Iteration 6Q: 3 clusters Score -1211706 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1212107.875000 Penalty: 873.853699
	Iteration 7Q: 3 clusters Score -1212108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1212288.375000 Penalty: 873.853699
	Iteration 8Q: 3 clusters Score -1212288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1212457.375000 Penalty: 873.853699
	Iteration 9Q: 3 clusters Score -1212457 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1212577.500000 Penalty: 873.853699
	Iteration 10Q: 3 clusters Score -1212578 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1212650.375000 Penalty: 873.853699
	Iteration 11Q: 3 clusters Score -1212650 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1212752.125000 Penalty: 873.853699
	Iteration 12Q: 3 clusters Score -1212752 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1212838.250000 Penalty: 873.853699
	Iteration 13Q: 3 clusters Score -1212838 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1212915.750000 Penalty: 873.853699
	Iteration 14Q: 3 clusters Score -1212916 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1212980.625000 Penalty: 873.853699
	Iteration 15Q: 3 clusters Score -1212981 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1213023.500000 Penalty: 873.853699
	Iteration 16Q: 3 clusters Score -1213024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1213076.000000 Penalty: 873.853699
	Iteration 17Q: 3 clusters Score -1213076 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1213141.375000 Penalty: 873.853699
	Iteration 18Q: 3 clusters Score -1213141 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1213201.000000 Penalty: 873.853699
	Iteration 19Q: 3 clusters Score -1213201 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1213253.250000 Penalty: 873.853699
	Iteration 20F: 3 clusters Score -1213253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1213285.500000 Penalty: 873.853699
	Iteration 21Q: 3 clusters Score -1213286 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1213311.750000 Penalty: 873.853699
	Iteration 22Q: 3 clusters Score -1213312 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1213358.875000 Penalty: 873.853699
	Iteration 23Q: 3 clusters Score -1213359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1213368.875000 Penalty: 873.853699
	Iteration 24Q: 3 clusters Score -1213369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1213382.125000 Penalty: 873.853699
	Iteration 25Q: 3 clusters Score -1213382 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1213402.625000 Penalty: 873.853699
	Iteration 26Q: 3 clusters Score -1213403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1213413.500000 Penalty: 873.853699
	Iteration 27Q: 3 clusters Score -1213414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1213416.750000 Penalty: 873.853699
	Iteration 28Q: 3 clusters Score -1213417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1213438.875000 Penalty: 873.853699
	Iteration 29Q: 3 clusters Score -1213439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1213441.875000 Penalty: 873.853699
	Iteration 30Q: 3 clusters Score -1213442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1213448.750000 Penalty: 873.853699
	Iteration 31Q: 3 clusters Score -1213449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1213463.500000 Penalty: 873.853699
	Iteration 32Q: 3 clusters Score -1213464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1213486.500000 Penalty: 873.853699
	Iteration 33Q: 3 clusters Score -1213486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1213492.125000 Penalty: 873.853699
	Iteration 34Q: 3 clusters Score -1213492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1213515.250000 Penalty: 873.853699
	Iteration 35Q: 3 clusters Score -1213515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1213530.250000 Penalty: 873.853699
	Iteration 36Q: 3 clusters Score -1213530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1213536.000000 Penalty: 873.853699
	Iteration 37Q: 3 clusters Score -1213536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1213544.875000 Penalty: 873.853699
	Iteration 38Q: 3 clusters Score -1213545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1213542.125000 Penalty: 873.853699
	Iteration 39Q: 3 clusters Score -1213542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1213537.875000 Penalty: 873.853699
	Iteration 40F: 3 clusters Score -1213538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1213533.125000 Penalty: 873.853699
	Iteration 41Q: 3 clusters Score -1213533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1213538.625000 Penalty: 873.853699
	Iteration 42Q: 3 clusters Score -1213539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1213533.375000 Penalty: 873.853699
	Iteration 43Q: 3 clusters Score -1213533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1213538.250000 Penalty: 873.853699
	Iteration 44Q: 3 clusters Score -1213538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1213546.375000 Penalty: 873.853699
	Iteration 45Q: 3 clusters Score -1213546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1213555.250000 Penalty: 873.853699
	Iteration 46Q: 3 clusters Score -1213555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1213554.625000 Penalty: 873.853699
	Iteration 47Q: 3 clusters Score -1213555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1213553.625000 Penalty: 873.853699
	Iteration 48Q: 3 clusters Score -1213554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1213550.375000 Penalty: 873.853699
	Iteration 49Q: 3 clusters Score -1213550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1213551.500000 Penalty: 873.853699
	Iteration 50Q: 3 clusters Score -1213552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1213552.625000 Penalty: 873.853699
	Iteration 51Q: 3 clusters Score -1213553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1213552.750000 Penalty: 873.853699
	Iteration 52Q: 3 clusters Score -1213553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1213558.000000 Penalty: 873.853699
	Iteration 53Q: 3 clusters Score -1213558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1213560.125000 Penalty: 873.853699
	Iteration 54Q: 3 clusters Score -1213560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1213567.750000 Penalty: 873.853699
	Iteration 55Q: 3 clusters Score -1213568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1213570.500000 Penalty: 873.853699
	Iteration 56Q: 3 clusters Score -1213570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1213569.000000 Penalty: 873.853699
	Iteration 57Q: 3 clusters Score -1213569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1213569.750000 Penalty: 873.853699
	Iteration 58Q: 3 clusters Score -1213570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1213571.500000 Penalty: 873.853699
	Iteration 59Q: 3 clusters Score -1213572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1213572.750000 Penalty: 873.853699
	Iteration 60F: 3 clusters Score -1213573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1213572.000000 Penalty: 873.853699
	Iteration 61Q: 3 clusters Score -1213572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1213571.000000 Penalty: 873.853699
	Iteration 62Q: 3 clusters Score -1213571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1213570.750000 Penalty: 873.853699
	Iteration 63Q: 3 clusters Score -1213571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1213570.750000 Penalty: 873.853699
	Iteration 64F: 3 clusters Score -1213571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 142 members 
Entering Unmasked Estep 
Score: -18887.458984 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18887.46 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18984.156250 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18984.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19017.476562 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19017.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19038.119141 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -19038.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19044.533203 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19044.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19046.269531 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19046.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19046.808594 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19046.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19047.550781 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19047.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19047.728516 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19047.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19050.062500 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -19050.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19060.292969 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -19060.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19067.953125 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -19067.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19073.501953 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -19073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19082.775391 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -19082.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19086.281250 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -19086.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19087.423828 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -19087.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19090.267578 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -19090.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19091.097656 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -19091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -19091.412109 Penalty: 514.056702
	Iteration 18Q: 3 clusters Score -19091.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19091.849609 Penalty: 514.056702
	Iteration 19Q: 3 clusters Score -19091.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19092.046875 Penalty: 514.056702
	Iteration 20F: 3 clusters Score -19092.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Entering Unmasked Estep 
Score: -954252.125000 Penalty: 425.851044
	Iteration 0F: 2 clusters Score -954252.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -946490.312500 Penalty: 851.702087
	Iteration 0F: 3 clusters Score -946490.3 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -949729.000000 Penalty: 851.702087
	Iteration 1F: 3 clusters Score -949729 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -949999.000000 Penalty: 851.702087
	Iteration 2F: 3 clusters Score -949999 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -950430.750000 Penalty: 851.702087
	Iteration 3F: 3 clusters Score -950430.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -951079.562500 Penalty: 851.702087
	Iteration 4F: 3 clusters Score -951079.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -951900.937500 Penalty: 851.702087
	Iteration 5F: 3 clusters Score -951900.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -952665.375000 Penalty: 851.702087
	Iteration 6F: 3 clusters Score -952665.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -953089.562500 Penalty: 851.702087
	Iteration 7Q: 3 clusters Score -953089.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -953273.625000 Penalty: 851.702087
	Iteration 8Q: 3 clusters Score -953273.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -953387.250000 Penalty: 851.702087
	Iteration 9Q: 3 clusters Score -953387.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -953445.750000 Penalty: 851.702087
	Iteration 10Q: 3 clusters Score -953445.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -953511.062500 Penalty: 851.702087
	Iteration 11Q: 3 clusters Score -953511.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -953559.187500 Penalty: 851.702087
	Iteration 12Q: 3 clusters Score -953559.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -953595.250000 Penalty: 851.702087
	Iteration 13Q: 3 clusters Score -953595.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -953645.687500 Penalty: 851.702087
	Iteration 14Q: 3 clusters Score -953645.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -953690.750000 Penalty: 851.702087
	Iteration 15Q: 3 clusters Score -953690.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -953702.937500 Penalty: 851.702087
	Iteration 16Q: 3 clusters Score -953702.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -953733.250000 Penalty: 851.702087
	Iteration 17Q: 3 clusters Score -953733.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -953740.812500 Penalty: 851.702087
	Iteration 18Q: 3 clusters Score -953740.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -953740.500000 Penalty: 851.702087
	Iteration 19Q: 3 clusters Score -953740.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -953742.500000 Penalty: 851.702087
	Iteration 20F: 3 clusters Score -953742.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -953772.812500 Penalty: 851.702087
	Iteration 21Q: 3 clusters Score -953772.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -953771.937500 Penalty: 851.702087
	Iteration 22Q: 3 clusters Score -953771.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -953790.812500 Penalty: 851.702087
	Iteration 23Q: 3 clusters Score -953790.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -953789.937500 Penalty: 851.702087
	Iteration 24Q: 3 clusters Score -953789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -953794.875000 Penalty: 851.702087
	Iteration 25Q: 3 clusters Score -953794.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -953797.312500 Penalty: 851.702087
	Iteration 26Q: 3 clusters Score -953797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -953799.937500 Penalty: 851.702087
	Iteration 27Q: 3 clusters Score -953799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -953800.500000 Penalty: 851.702087
	Iteration 28Q: 3 clusters Score -953800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -953807.312500 Penalty: 851.702087
	Iteration 29Q: 3 clusters Score -953807.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -953801.250000 Penalty: 851.702087
	Iteration 30Q: 3 clusters Score -953801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -953801.500000 Penalty: 851.702087
	Iteration 31Q: 3 clusters Score -953801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -953803.500000 Penalty: 851.702087
	Iteration 32Q: 3 clusters Score -953803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -953803.312500 Penalty: 851.702087
	Iteration 33Q: 3 clusters Score -953803.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -953804.062500 Penalty: 851.702087
	Iteration 34Q: 3 clusters Score -953804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -953799.437500 Penalty: 851.702087
	Iteration 35Q: 3 clusters Score -953799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -953800.187500 Penalty: 851.702087
	Iteration 36Q: 3 clusters Score -953800.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -953804.437500 Penalty: 851.702087
	Iteration 37Q: 3 clusters Score -953804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -953802.875000 Penalty: 851.702087
	Iteration 38Q: 3 clusters Score -953802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -953804.625000 Penalty: 851.702087
	Iteration 39Q: 3 clusters Score -953804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -953809.312500 Penalty: 851.702087
	Iteration 40F: 3 clusters Score -953809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -953807.625000 Penalty: 851.702087
	Iteration 41Q: 3 clusters Score -953807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -953806.125000 Penalty: 851.702087
	Iteration 42Q: 3 clusters Score -953806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -953805.562500 Penalty: 851.702087
	Iteration 43Q: 3 clusters Score -953805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -953805.500000 Penalty: 851.702087
	Iteration 44Q: 3 clusters Score -953805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -953805.625000 Penalty: 851.702087
	Iteration 45Q: 3 clusters Score -953805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -953803.625000 Penalty: 851.702087
	Iteration 46Q: 3 clusters Score -953803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -953801.250000 Penalty: 851.702087
	Iteration 47Q: 3 clusters Score -953801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -953801.250000 Penalty: 851.702087
	Iteration 48F: 3 clusters Score -953801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -55187.777344 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -55187.78 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 361 members 
Entering Unmasked Estep 
Score: -54543.136719 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -54543.14 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54722.250000 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -54722.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -54768.191406 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -54768.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54801.824219 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -54801.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54832.714844 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -54832.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54858.007812 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -54858.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54873.441406 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -54873.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -54887.023438 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -54887.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54902.781250 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -54902.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54916.972656 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -54916.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54925.578125 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -54925.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54931.617188 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -54931.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54935.105469 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -54935.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54937.449219 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -54937.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54940.023438 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -54940.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54946.320312 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -54946.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54949.230469 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -54949.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54949.566406 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -54949.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54949.761719 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -54949.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54950.136719 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -54950.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54950.136719 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -54950.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -636800.875000 Penalty: 408.015625
	Iteration 0F: 2 clusters Score -636800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -631503.125000 Penalty: 816.031250
	Iteration 0F: 3 clusters Score -631503.1 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -633764.250000 Penalty: 816.031250
	Iteration 1F: 3 clusters Score -633764.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -634053.937500 Penalty: 816.031250
	Iteration 2F: 3 clusters Score -634053.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -634419.250000 Penalty: 816.031250
	Iteration 3F: 3 clusters Score -634419.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -634818.750000 Penalty: 816.031250
	Iteration 4F: 3 clusters Score -634818.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -635164.687500 Penalty: 816.031250
	Iteration 5F: 3 clusters Score -635164.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -635408.312500 Penalty: 816.031250
	Iteration 6Q: 3 clusters Score -635408.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -635584.812500 Penalty: 816.031250
	Iteration 7Q: 3 clusters Score -635584.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -635698.562500 Penalty: 816.031250
	Iteration 8Q: 3 clusters Score -635698.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -635773.625000 Penalty: 816.031250
	Iteration 9Q: 3 clusters Score -635773.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -635838.562500 Penalty: 816.031250
	Iteration 10Q: 3 clusters Score -635838.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -635880.812500 Penalty: 816.031250
	Iteration 11Q: 3 clusters Score -635880.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -635927.125000 Penalty: 816.031250
	Iteration 12Q: 3 clusters Score -635927.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -635966.250000 Penalty: 816.031250
	Iteration 13Q: 3 clusters Score -635966.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -636009.125000 Penalty: 816.031250
	Iteration 14Q: 3 clusters Score -636009.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -636050.187500 Penalty: 816.031250
	Iteration 15Q: 3 clusters Score -636050.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -636106.187500 Penalty: 816.031250
	Iteration 16Q: 3 clusters Score -636106.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -636160.375000 Penalty: 816.031250
	Iteration 17Q: 3 clusters Score -636160.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -636200.937500 Penalty: 816.031250
	Iteration 18Q: 3 clusters Score -636200.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -636233.687500 Penalty: 816.031250
	Iteration 19Q: 3 clusters Score -636233.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -636263.562500 Penalty: 816.031250
	Iteration 20F: 3 clusters Score -636263.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -636280.187500 Penalty: 816.031250
	Iteration 21Q: 3 clusters Score -636280.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -636298.187500 Penalty: 816.031250
	Iteration 22Q: 3 clusters Score -636298.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -636322.125000 Penalty: 816.031250
	Iteration 23Q: 3 clusters Score -636322.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -636342.125000 Penalty: 816.031250
	Iteration 24Q: 3 clusters Score -636342.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -636356.000000 Penalty: 816.031250
	Iteration 25Q: 3 clusters Score -636356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -636365.500000 Penalty: 816.031250
	Iteration 26Q: 3 clusters Score -636365.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -636376.687500 Penalty: 816.031250
	Iteration 27Q: 3 clusters Score -636376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -636386.687500 Penalty: 816.031250
	Iteration 28Q: 3 clusters Score -636386.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -636397.125000 Penalty: 816.031250
	Iteration 29Q: 3 clusters Score -636397.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -636406.625000 Penalty: 816.031250
	Iteration 30Q: 3 clusters Score -636406.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -636410.000000 Penalty: 816.031250
	Iteration 31Q: 3 clusters Score -636410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -636417.187500 Penalty: 816.031250
	Iteration 32Q: 3 clusters Score -636417.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -636419.375000 Penalty: 816.031250
	Iteration 33Q: 3 clusters Score -636419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -636420.750000 Penalty: 816.031250
	Iteration 34Q: 3 clusters Score -636420.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -636425.062500 Penalty: 816.031250
	Iteration 35Q: 3 clusters Score -636425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -636424.562500 Penalty: 816.031250
	Iteration 36Q: 3 clusters Score -636424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -636425.000000 Penalty: 816.031250
	Iteration 37Q: 3 clusters Score -636425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -636425.437500 Penalty: 816.031250
	Iteration 38Q: 3 clusters Score -636425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -636425.437500 Penalty: 816.031250
	Iteration 39F: 3 clusters Score -636425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Entering Unmasked Estep 
Score: -3421644.500000 Penalty: 487.536316
	Iteration 0F: 2 clusters Score -3421644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3392017.000000 Penalty: 975.072632
	Iteration 0F: 3 clusters Score -3392017 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3405299.750000 Penalty: 975.072632
	Iteration 1F: 3 clusters Score -3405300 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3406253.500000 Penalty: 975.072632
	Iteration 2F: 3 clusters Score -3406254 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3407298.000000 Penalty: 975.072632
	Iteration 3F: 3 clusters Score -3407298 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3408229.750000 Penalty: 975.072632
	Iteration 4F: 3 clusters Score -3408230 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3409055.000000 Penalty: 975.072632
	Iteration 5Q: 3 clusters Score -3409055 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3409840.000000 Penalty: 975.072632
	Iteration 6Q: 3 clusters Score -3409840 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3410630.500000 Penalty: 975.072632
	Iteration 7Q: 3 clusters Score -3410630 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3411534.500000 Penalty: 975.072632
	Iteration 8Q: 3 clusters Score -3411534 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3412640.750000 Penalty: 975.072632
	Iteration 9Q: 3 clusters Score -3412641 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3413820.000000 Penalty: 975.072632
	Iteration 10Q: 3 clusters Score -3413820 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -3415193.500000 Penalty: 975.072632
	Iteration 11Q: 3 clusters Score -3415194 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3416515.750000 Penalty: 975.072632
	Iteration 12Q: 3 clusters Score -3416516 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3417766.500000 Penalty: 975.072632
	Iteration 13Q: 3 clusters Score -3417766 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3418751.250000 Penalty: 975.072632
	Iteration 14Q: 3 clusters Score -3418751 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3419616.750000 Penalty: 975.072632
	Iteration 15Q: 3 clusters Score -3419617 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3420245.500000 Penalty: 975.072632
	Iteration 16Q: 3 clusters Score -3420246 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3420653.750000 Penalty: 975.072632
	Iteration 17Q: 3 clusters Score -3420654 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3420863.000000 Penalty: 975.072632
	Iteration 18Q: 3 clusters Score -3420863 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3421011.000000 Penalty: 975.072632
	Iteration 19Q: 3 clusters Score -3421011 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3421122.500000 Penalty: 975.072632
	Iteration 20F: 3 clusters Score -3421122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3421174.750000 Penalty: 975.072632
	Iteration 21Q: 3 clusters Score -3421175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3421205.250000 Penalty: 975.072632
	Iteration 22Q: 3 clusters Score -3421205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3421226.250000 Penalty: 975.072632
	Iteration 23Q: 3 clusters Score -3421226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3421237.250000 Penalty: 975.072632
	Iteration 24Q: 3 clusters Score -3421237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3421240.750000 Penalty: 975.072632
	Iteration 25Q: 3 clusters Score -3421241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3421246.250000 Penalty: 975.072632
	Iteration 26Q: 3 clusters Score -3421246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3421250.500000 Penalty: 975.072632
	Iteration 27Q: 3 clusters Score -3421250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3421266.750000 Penalty: 975.072632
	Iteration 28Q: 3 clusters Score -3421267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3421265.250000 Penalty: 975.072632
	Iteration 29Q: 3 clusters Score -3421265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3421270.000000 Penalty: 975.072632
	Iteration 30Q: 3 clusters Score -3421270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3421276.750000 Penalty: 975.072632
	Iteration 31Q: 3 clusters Score -3421277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3421281.500000 Penalty: 975.072632
	Iteration 32Q: 3 clusters Score -3421282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3421287.750000 Penalty: 975.072632
	Iteration 33Q: 3 clusters Score -3421288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3421286.000000 Penalty: 975.072632
	Iteration 34Q: 3 clusters Score -3421286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3421292.250000 Penalty: 975.072632
	Iteration 35Q: 3 clusters Score -3421292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3421294.000000 Penalty: 975.072632
	Iteration 36Q: 3 clusters Score -3421294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3421299.000000 Penalty: 975.072632
	Iteration 37Q: 3 clusters Score -3421299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3421294.500000 Penalty: 975.072632
	Iteration 38Q: 3 clusters Score -3421294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3421301.750000 Penalty: 975.072632
	Iteration 39Q: 3 clusters Score -3421302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3421301.500000 Penalty: 975.072632
	Iteration 40F: 3 clusters Score -3421302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3421301.750000 Penalty: 975.072632
	Iteration 41Q: 3 clusters Score -3421302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3421304.500000 Penalty: 975.072632
	Iteration 42Q: 3 clusters Score -3421304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3421304.500000 Penalty: 975.072632
	Iteration 43Q: 3 clusters Score -3421304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3421306.000000 Penalty: 975.072632
	Iteration 44Q: 3 clusters Score -3421306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3421305.500000 Penalty: 975.072632
	Iteration 45Q: 3 clusters Score -3421306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3421307.500000 Penalty: 975.072632
	Iteration 46Q: 3 clusters Score -3421308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3421312.500000 Penalty: 975.072632
	Iteration 47Q: 3 clusters Score -3421312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3421309.750000 Penalty: 975.072632
	Iteration 48Q: 3 clusters Score -3421310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3421310.750000 Penalty: 975.072632
	Iteration 49Q: 3 clusters Score -3421311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3421309.000000 Penalty: 975.072632
	Iteration 50Q: 3 clusters Score -3421309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3421309.000000 Penalty: 975.072632
	Iteration 51F: 3 clusters Score -3421309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27059.142578 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27059.14 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 228 members 
Entering Unmasked Estep 
Score: -26618.611328 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26618.61 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26804.894531 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26804.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26858.597656 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26858.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26893.169922 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26893.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26916.539062 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26916.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26924.453125 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26924.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26928.882812 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26928.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26931.644531 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26931.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26935.072266 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26935.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26937.552734 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26937.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26938.513672 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26938.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26939.830078 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26939.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26940.318359 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -26940.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26940.318359 Penalty: 557.545105
	Iteration 13F: 3 clusters Score -26940.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -490927.843750 Penalty: 398.076752
	Iteration 0F: 2 clusters Score -490927.8 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 3156 members 
Entering Unmasked Estep 
Score: -486720.812500 Penalty: 796.153503
	Iteration 0F: 3 clusters Score -486720.8 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -488254.093750 Penalty: 796.153503
	Iteration 1F: 3 clusters Score -488254.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -488334.250000 Penalty: 796.153503
	Iteration 2Q: 3 clusters Score -488334.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -488404.906250 Penalty: 796.153503
	Iteration 3Q: 3 clusters Score -488404.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -488478.843750 Penalty: 796.153503
	Iteration 4Q: 3 clusters Score -488478.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -488562.875000 Penalty: 796.153503
	Iteration 5Q: 3 clusters Score -488562.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -488684.312500 Penalty: 796.153503
	Iteration 6Q: 3 clusters Score -488684.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -488828.937500 Penalty: 796.153503
	Iteration 7Q: 3 clusters Score -488828.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -489024.531250 Penalty: 796.153503
	Iteration 8Q: 3 clusters Score -489024.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -489268.375000 Penalty: 796.153503
	Iteration 9F: 3 clusters Score -489268.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -489396.687500 Penalty: 796.153503
	Iteration 10Q: 3 clusters Score -489396.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -489454.656250 Penalty: 796.153503
	Iteration 11Q: 3 clusters Score -489454.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -489491.937500 Penalty: 796.153503
	Iteration 12Q: 3 clusters Score -489491.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -489513.031250 Penalty: 796.153503
	Iteration 13Q: 3 clusters Score -489513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -489531.250000 Penalty: 796.153503
	Iteration 14Q: 3 clusters Score -489531.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -489555.937500 Penalty: 796.153503
	Iteration 15Q: 3 clusters Score -489555.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -489578.562500 Penalty: 796.153503
	Iteration 16Q: 3 clusters Score -489578.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -489602.656250 Penalty: 796.153503
	Iteration 17Q: 3 clusters Score -489602.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -489632.687500 Penalty: 796.153503
	Iteration 18Q: 3 clusters Score -489632.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -489663.281250 Penalty: 796.153503
	Iteration 19Q: 3 clusters Score -489663.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -489700.468750 Penalty: 796.153503
	Iteration 20F: 3 clusters Score -489700.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -489733.000000 Penalty: 796.153503
	Iteration 21Q: 3 clusters Score -489733 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -489769.093750 Penalty: 796.153503
	Iteration 22Q: 3 clusters Score -489769.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -489801.281250 Penalty: 796.153503
	Iteration 23Q: 3 clusters Score -489801.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -489829.718750 Penalty: 796.153503
	Iteration 24Q: 3 clusters Score -489829.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -489862.781250 Penalty: 796.153503
	Iteration 25Q: 3 clusters Score -489862.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -489903.062500 Penalty: 796.153503
	Iteration 26Q: 3 clusters Score -489903.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -489947.218750 Penalty: 796.153503
	Iteration 27Q: 3 clusters Score -489947.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -489999.000000 Penalty: 796.153503
	Iteration 28Q: 3 clusters Score -489999 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -490068.406250 Penalty: 796.153503
	Iteration 29Q: 3 clusters Score -490068.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -490137.093750 Penalty: 796.153503
	Iteration 30Q: 3 clusters Score -490137.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -490190.656250 Penalty: 796.153503
	Iteration 31Q: 3 clusters Score -490190.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -490240.562500 Penalty: 796.153503
	Iteration 32Q: 3 clusters Score -490240.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -490279.093750 Penalty: 796.153503
	Iteration 33Q: 3 clusters Score -490279.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -490319.437500 Penalty: 796.153503
	Iteration 34Q: 3 clusters Score -490319.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -490351.031250 Penalty: 796.153503
	Iteration 35Q: 3 clusters Score -490351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -490374.562500 Penalty: 796.153503
	Iteration 36Q: 3 clusters Score -490374.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -490392.437500 Penalty: 796.153503
	Iteration 37Q: 3 clusters Score -490392.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -490408.843750 Penalty: 796.153503
	Iteration 38Q: 3 clusters Score -490408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -490424.156250 Penalty: 796.153503
	Iteration 39Q: 3 clusters Score -490424.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -490439.875000 Penalty: 796.153503
	Iteration 40F: 3 clusters Score -490439.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -490460.218750 Penalty: 796.153503
	Iteration 41Q: 3 clusters Score -490460.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -490475.781250 Penalty: 796.153503
	Iteration 42Q: 3 clusters Score -490475.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -490485.968750 Penalty: 796.153503
	Iteration 43Q: 3 clusters Score -490486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -490493.750000 Penalty: 796.153503
	Iteration 44Q: 3 clusters Score -490493.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -490501.375000 Penalty: 796.153503
	Iteration 45Q: 3 clusters Score -490501.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -490510.593750 Penalty: 796.153503
	Iteration 46Q: 3 clusters Score -490510.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -490515.937500 Penalty: 796.153503
	Iteration 47Q: 3 clusters Score -490515.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -490530.000000 Penalty: 796.153503
	Iteration 48Q: 3 clusters Score -490530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -490538.968750 Penalty: 796.153503
	Iteration 49Q: 3 clusters Score -490539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -490547.937500 Penalty: 796.153503
	Iteration 50Q: 3 clusters Score -490547.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -490555.375000 Penalty: 796.153503
	Iteration 51Q: 3 clusters Score -490555.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -490563.031250 Penalty: 796.153503
	Iteration 52Q: 3 clusters Score -490563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -490568.968750 Penalty: 796.153503
	Iteration 53Q: 3 clusters Score -490569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -490570.593750 Penalty: 796.153503
	Iteration 54Q: 3 clusters Score -490570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -490575.000000 Penalty: 796.153503
	Iteration 55Q: 3 clusters Score -490575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -490577.937500 Penalty: 796.153503
	Iteration 56Q: 3 clusters Score -490577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -490581.343750 Penalty: 796.153503
	Iteration 57Q: 3 clusters Score -490581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -490582.875000 Penalty: 796.153503
	Iteration 58Q: 3 clusters Score -490582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -490585.781250 Penalty: 796.153503
	Iteration 59Q: 3 clusters Score -490585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -490591.531250 Penalty: 796.153503
	Iteration 60F: 3 clusters Score -490591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -490593.062500 Penalty: 796.153503
	Iteration 61Q: 3 clusters Score -490593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -490595.468750 Penalty: 796.153503
	Iteration 62Q: 3 clusters Score -490595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -490596.750000 Penalty: 796.153503
	Iteration 63Q: 3 clusters Score -490596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -490597.250000 Penalty: 796.153503
	Iteration 64Q: 3 clusters Score -490597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -490599.000000 Penalty: 796.153503
	Iteration 65Q: 3 clusters Score -490599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -490600.656250 Penalty: 796.153503
	Iteration 66Q: 3 clusters Score -490600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -490601.031250 Penalty: 796.153503
	Iteration 67Q: 3 clusters Score -490601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -490601.656250 Penalty: 796.153503
	Iteration 68Q: 3 clusters Score -490601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -490601.750000 Penalty: 796.153503
	Iteration 69Q: 3 clusters Score -490601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -490601.750000 Penalty: 796.153503
	Iteration 70F: 3 clusters Score -490601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Entering Unmasked Estep 
Score: -1681684.125000 Penalty: 452.964935
	Iteration 0F: 2 clusters Score -1681684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1667617.625000 Penalty: 905.929871
	Iteration 0F: 3 clusters Score -1667618 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1674342.750000 Penalty: 905.929871
	Iteration 1F: 3 clusters Score -1674343 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1675240.750000 Penalty: 905.929871
	Iteration 2F: 3 clusters Score -1675241 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1676424.375000 Penalty: 905.929871
	Iteration 3F: 3 clusters Score -1676424 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1677453.500000 Penalty: 905.929871
	Iteration 4F: 3 clusters Score -1677454 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1677943.375000 Penalty: 905.929871
	Iteration 5F: 3 clusters Score -1677943 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1678081.875000 Penalty: 905.929871
	Iteration 6Q: 3 clusters Score -1678082 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1678140.250000 Penalty: 905.929871
	Iteration 7Q: 3 clusters Score -1678140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1678187.875000 Penalty: 905.929871
	Iteration 8Q: 3 clusters Score -1678188 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1678220.250000 Penalty: 905.929871
	Iteration 9Q: 3 clusters Score -1678220 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1678261.000000 Penalty: 905.929871
	Iteration 10Q: 3 clusters Score -1678261 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1678297.875000 Penalty: 905.929871
	Iteration 11Q: 3 clusters Score -1678298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1678333.500000 Penalty: 905.929871
	Iteration 12Q: 3 clusters Score -1678334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1678369.750000 Penalty: 905.929871
	Iteration 13Q: 3 clusters Score -1678370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1678396.000000 Penalty: 905.929871
	Iteration 14Q: 3 clusters Score -1678396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1678415.000000 Penalty: 905.929871
	Iteration 15Q: 3 clusters Score -1678415 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1678437.625000 Penalty: 905.929871
	Iteration 16Q: 3 clusters Score -1678438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1678455.500000 Penalty: 905.929871
	Iteration 17Q: 3 clusters Score -1678456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1678473.875000 Penalty: 905.929871
	Iteration 18Q: 3 clusters Score -1678474 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1678492.625000 Penalty: 905.929871
	Iteration 19Q: 3 clusters Score -1678493 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1678503.250000 Penalty: 905.929871
	Iteration 20F: 3 clusters Score -1678503 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1678520.875000 Penalty: 905.929871
	Iteration 21Q: 3 clusters Score -1678521 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1678549.625000 Penalty: 905.929871
	Iteration 22Q: 3 clusters Score -1678550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1678565.250000 Penalty: 905.929871
	Iteration 23Q: 3 clusters Score -1678565 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1678586.250000 Penalty: 905.929871
	Iteration 24Q: 3 clusters Score -1678586 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1678612.250000 Penalty: 905.929871
	Iteration 25Q: 3 clusters Score -1678612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1678641.250000 Penalty: 905.929871
	Iteration 26Q: 3 clusters Score -1678641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1678679.500000 Penalty: 905.929871
	Iteration 27Q: 3 clusters Score -1678680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1678703.250000 Penalty: 905.929871
	Iteration 28Q: 3 clusters Score -1678703 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1678737.250000 Penalty: 905.929871
	Iteration 29Q: 3 clusters Score -1678737 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1678759.875000 Penalty: 905.929871
	Iteration 30Q: 3 clusters Score -1678760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1678779.000000 Penalty: 905.929871
	Iteration 31Q: 3 clusters Score -1678779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1678799.500000 Penalty: 905.929871
	Iteration 32Q: 3 clusters Score -1678800 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1678818.750000 Penalty: 905.929871
	Iteration 33Q: 3 clusters Score -1678819 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1678833.625000 Penalty: 905.929871
	Iteration 34Q: 3 clusters Score -1678834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1678853.125000 Penalty: 905.929871
	Iteration 35Q: 3 clusters Score -1678853 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1678879.625000 Penalty: 905.929871
	Iteration 36Q: 3 clusters Score -1678880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1678902.875000 Penalty: 905.929871
	Iteration 37Q: 3 clusters Score -1678903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1678925.500000 Penalty: 905.929871
	Iteration 38Q: 3 clusters Score -1678926 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1678958.000000 Penalty: 905.929871
	Iteration 39Q: 3 clusters Score -1678958 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1678981.875000 Penalty: 905.929871
	Iteration 40F: 3 clusters Score -1678982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1679005.875000 Penalty: 905.929871
	Iteration 41Q: 3 clusters Score -1679006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1679033.125000 Penalty: 905.929871
	Iteration 42Q: 3 clusters Score -1679033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1679063.500000 Penalty: 905.929871
	Iteration 43Q: 3 clusters Score -1679064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1679103.125000 Penalty: 905.929871
	Iteration 44Q: 3 clusters Score -1679103 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1679133.250000 Penalty: 905.929871
	Iteration 45Q: 3 clusters Score -1679133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1679168.625000 Penalty: 905.929871
	Iteration 46Q: 3 clusters Score -1679169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1679198.750000 Penalty: 905.929871
	Iteration 47Q: 3 clusters Score -1679199 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1679232.000000 Penalty: 905.929871
	Iteration 48Q: 3 clusters Score -1679232 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1679263.625000 Penalty: 905.929871
	Iteration 49Q: 3 clusters Score -1679264 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1679292.375000 Penalty: 905.929871
	Iteration 50Q: 3 clusters Score -1679292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1679328.750000 Penalty: 905.929871
	Iteration 51Q: 3 clusters Score -1679329 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1679365.375000 Penalty: 905.929871
	Iteration 52Q: 3 clusters Score -1679365 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1679409.375000 Penalty: 905.929871
	Iteration 53Q: 3 clusters Score -1679409 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1679468.625000 Penalty: 905.929871
	Iteration 54Q: 3 clusters Score -1679469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1679547.250000 Penalty: 905.929871
	Iteration 55Q: 3 clusters Score -1679547 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1679628.625000 Penalty: 905.929871
	Iteration 56Q: 3 clusters Score -1679629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1679727.875000 Penalty: 905.929871
	Iteration 57Q: 3 clusters Score -1679728 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1679842.375000 Penalty: 905.929871
	Iteration 58Q: 3 clusters Score -1679842 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1679949.375000 Penalty: 905.929871
	Iteration 59Q: 3 clusters Score -1679949 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1680079.375000 Penalty: 905.929871
	Iteration 60F: 3 clusters Score -1680079 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1680235.875000 Penalty: 905.929871
	Iteration 61Q: 3 clusters Score -1680236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1680430.375000 Penalty: 905.929871
	Iteration 62Q: 3 clusters Score -1680430 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1680606.125000 Penalty: 905.929871
	Iteration 63Q: 3 clusters Score -1680606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1680731.125000 Penalty: 905.929871
	Iteration 64Q: 3 clusters Score -1680731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1680824.000000 Penalty: 905.929871
	Iteration 65Q: 3 clusters Score -1680824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1680897.500000 Penalty: 905.929871
	Iteration 66Q: 3 clusters Score -1680898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1680963.875000 Penalty: 905.929871
	Iteration 67Q: 3 clusters Score -1680964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1681010.375000 Penalty: 905.929871
	Iteration 68Q: 3 clusters Score -1681010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1681059.625000 Penalty: 905.929871
	Iteration 69Q: 3 clusters Score -1681060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1681095.250000 Penalty: 905.929871
	Iteration 70Q: 3 clusters Score -1681095 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1681140.625000 Penalty: 905.929871
	Iteration 71Q: 3 clusters Score -1681141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1681165.000000 Penalty: 905.929871
	Iteration 72Q: 3 clusters Score -1681165 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1681180.125000 Penalty: 905.929871
	Iteration 73Q: 3 clusters Score -1681180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1681205.500000 Penalty: 905.929871
	Iteration 74Q: 3 clusters Score -1681206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1681222.000000 Penalty: 905.929871
	Iteration 75Q: 3 clusters Score -1681222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1681228.125000 Penalty: 905.929871
	Iteration 76Q: 3 clusters Score -1681228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1681235.625000 Penalty: 905.929871
	Iteration 77Q: 3 clusters Score -1681236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1681241.375000 Penalty: 905.929871
	Iteration 78Q: 3 clusters Score -1681241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1681242.375000 Penalty: 905.929871
	Iteration 79Q: 3 clusters Score -1681242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1681241.375000 Penalty: 905.929871
	Iteration 80F: 3 clusters Score -1681241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1681244.125000 Penalty: 905.929871
	Iteration 81Q: 3 clusters Score -1681244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1681245.625000 Penalty: 905.929871
	Iteration 82Q: 3 clusters Score -1681246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1681249.875000 Penalty: 905.929871
	Iteration 83Q: 3 clusters Score -1681250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1681252.750000 Penalty: 905.929871
	Iteration 84Q: 3 clusters Score -1681253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1681251.625000 Penalty: 905.929871
	Iteration 85Q: 3 clusters Score -1681252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1681252.500000 Penalty: 905.929871
	Iteration 86Q: 3 clusters Score -1681252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1681251.375000 Penalty: 905.929871
	Iteration 87Q: 3 clusters Score -1681251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1681251.875000 Penalty: 905.929871
	Iteration 88Q: 3 clusters Score -1681252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1681254.000000 Penalty: 905.929871
	Iteration 89Q: 3 clusters Score -1681254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1681254.125000 Penalty: 905.929871
	Iteration 90Q: 3 clusters Score -1681254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1681251.750000 Penalty: 905.929871
	Iteration 91Q: 3 clusters Score -1681252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1681253.250000 Penalty: 905.929871
	Iteration 92Q: 3 clusters Score -1681253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1681253.875000 Penalty: 905.929871
	Iteration 93Q: 3 clusters Score -1681254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1681256.250000 Penalty: 905.929871
	Iteration 94Q: 3 clusters Score -1681256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1681255.500000 Penalty: 905.929871
	Iteration 95Q: 3 clusters Score -1681256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1681255.875000 Penalty: 905.929871
	Iteration 96Q: 3 clusters Score -1681256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1681255.250000 Penalty: 905.929871
	Iteration 97Q: 3 clusters Score -1681255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1681256.625000 Penalty: 905.929871
	Iteration 98Q: 3 clusters Score -1681257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1681256.625000 Penalty: 905.929871
	Iteration 99F: 3 clusters Score -1681257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8396.222656 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8396.223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8442.336914 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8442.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8447.375000 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -8447.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8461.475586 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8461.476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8478.424805 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8478.425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8479.257812 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8479.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8479.257812 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -8479.258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -146852.078125 Penalty: 346.697449
	Iteration 0F: 2 clusters Score -146852.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -145367.859375 Penalty: 693.394897
	Iteration 0F: 3 clusters Score -145367.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -145899.093750 Penalty: 693.394897
	Iteration 1F: 3 clusters Score -145899.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -146104.656250 Penalty: 693.394897
	Iteration 2F: 3 clusters Score -146104.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -146288.609375 Penalty: 693.394897
	Iteration 3F: 3 clusters Score -146288.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -146435.578125 Penalty: 693.394897
	Iteration 4F: 3 clusters Score -146435.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -146518.171875 Penalty: 693.394897
	Iteration 5F: 3 clusters Score -146518.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -146553.609375 Penalty: 693.394897
	Iteration 6Q: 3 clusters Score -146553.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -146568.312500 Penalty: 693.394897
	Iteration 7Q: 3 clusters Score -146568.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -146577.421875 Penalty: 693.394897
	Iteration 8Q: 3 clusters Score -146577.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -146583.015625 Penalty: 693.394897
	Iteration 9Q: 3 clusters Score -146583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -146587.453125 Penalty: 693.394897
	Iteration 10Q: 3 clusters Score -146587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -146590.921875 Penalty: 693.394897
	Iteration 11Q: 3 clusters Score -146590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -146592.859375 Penalty: 693.394897
	Iteration 12Q: 3 clusters Score -146592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -146595.328125 Penalty: 693.394897
	Iteration 13Q: 3 clusters Score -146595.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -146597.781250 Penalty: 693.394897
	Iteration 14Q: 3 clusters Score -146597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -146597.875000 Penalty: 693.394897
	Iteration 15Q: 3 clusters Score -146597.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -146598.062500 Penalty: 693.394897
	Iteration 16Q: 3 clusters Score -146598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -146598.062500 Penalty: 693.394897
	Iteration 17F: 3 clusters Score -146598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Entering Unmasked Estep 
Score: -1635001.875000 Penalty: 452.066132
	Iteration 0F: 2 clusters Score -1635002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1621269.375000 Penalty: 904.132263
	Iteration 0F: 3 clusters Score -1621269 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1627318.375000 Penalty: 904.132263
	Iteration 1F: 3 clusters Score -1627318 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1628180.875000 Penalty: 904.132263
	Iteration 2F: 3 clusters Score -1628181 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1629619.500000 Penalty: 904.132263
	Iteration 3F: 3 clusters Score -1629620 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1631500.625000 Penalty: 904.132263
	Iteration 4F: 3 clusters Score -1631501 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1633205.625000 Penalty: 904.132263
	Iteration 5F: 3 clusters Score -1633206 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1634118.625000 Penalty: 904.132263
	Iteration 6Q: 3 clusters Score -1634119 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1634445.625000 Penalty: 904.132263
	Iteration 7Q: 3 clusters Score -1634446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1634531.000000 Penalty: 904.132263
	Iteration 8Q: 3 clusters Score -1634531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -1634558.375000 Penalty: 904.132263
	Iteration 9Q: 3 clusters Score -1634558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -1634581.750000 Penalty: 904.132263
	Iteration 10Q: 3 clusters Score -1634582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -1634592.375000 Penalty: 904.132263
	Iteration 11Q: 3 clusters Score -1634592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1634612.375000 Penalty: 904.132263
	Iteration 12Q: 3 clusters Score -1634612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1634612.625000 Penalty: 904.132263
	Iteration 13Q: 3 clusters Score -1634613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1634612.625000 Penalty: 904.132263
	Iteration 14F: 3 clusters Score -1634613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -12500.821289 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -12500.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12227.604492 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -12227.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12302.117188 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -12302.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12311.496094 Penalty: 480.771515
	Iteration 2Q: 3 clusters Score -12311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12314.225586 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -12314.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12314.653320 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -12314.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12314.653320 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -12314.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8494.732422 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8494.732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8541.441406 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8541.441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8555.037109 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8555.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8558.009766 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8558.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8558.009766 Penalty: 436.416962
	Iteration 4F: 3 clusters Score -8558.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 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 224 members 
Entering Unmasked Estep 
Score: -12747.151367 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12747.15 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12961.980469 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12961.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13014.925781 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13014.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13073.591797 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -13073.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13130.241211 Penalty: 562.569763
	Iteration 4F: 3 clusters Score -13130.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -13153.722656 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13153.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13161.839844 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13161.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13167.515625 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13167.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13168.396484 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13168.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13172.800781 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13184.851562 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13184.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13190.201172 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13191.192383 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13191.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13191.356445 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13191.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13191.356445 Penalty: 562.569763
	Iteration 14F: 3 clusters Score -13191.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -22185.582031 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -22185.58 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 171 members 
Entering Unmasked Estep 
Score: -21790.128906 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21790.13 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21889.699219 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21889.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21917.742188 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21917.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21932.851562 Penalty: 529.357117
	Iteration 3F: 3 clusters Score -21932.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21936.837891 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21936.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21943.974609 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21943.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21946.761719 Penalty: 529.357117
	Iteration 6Q: 3 clusters Score -21946.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21951.031250 Penalty: 529.357117
	Iteration 7Q: 3 clusters Score -21951.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21953.175781 Penalty: 529.357117
	Iteration 8Q: 3 clusters Score -21953.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21955.332031 Penalty: 529.357117
	Iteration 9Q: 3 clusters Score -21955.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21956.466797 Penalty: 529.357117
	Iteration 10Q: 3 clusters Score -21956.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21959.826172 Penalty: 529.357117
	Iteration 11Q: 3 clusters Score -21959.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21959.994141 Penalty: 529.357117
	Iteration 12Q: 3 clusters Score -21959.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21959.994141 Penalty: 529.357117
	Iteration 13F: 3 clusters Score -21959.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Entering Unmasked Estep 
Score: -1517849.250000 Penalty: 447.321411
	Iteration 0F: 2 clusters Score -1517849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1505465.625000 Penalty: 894.642822
	Iteration 0F: 3 clusters Score -1505466 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1510438.750000 Penalty: 894.642822
	Iteration 1F: 3 clusters Score -1510439 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1510646.625000 Penalty: 894.642822
	Iteration 2Q: 3 clusters Score -1510647 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1510910.000000 Penalty: 894.642822
	Iteration 3Q: 3 clusters Score -1510910 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1511277.750000 Penalty: 894.642822
	Iteration 4Q: 3 clusters Score -1511278 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1511855.625000 Penalty: 894.642822
	Iteration 5F: 3 clusters Score -1511856 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1512786.375000 Penalty: 894.642822
	Iteration 6F: 3 clusters Score -1512786 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1513822.625000 Penalty: 894.642822
	Iteration 7F: 3 clusters Score -1513823 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1514815.500000 Penalty: 894.642822
	Iteration 8F: 3 clusters Score -1514816 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1515614.500000 Penalty: 894.642822
	Iteration 9Q: 3 clusters Score -1515614 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1516169.250000 Penalty: 894.642822
	Iteration 10Q: 3 clusters Score -1516169 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1516630.000000 Penalty: 894.642822
	Iteration 11Q: 3 clusters Score -1516630 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1516980.625000 Penalty: 894.642822
	Iteration 12Q: 3 clusters Score -1516981 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1517215.750000 Penalty: 894.642822
	Iteration 13Q: 3 clusters Score -1517216 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1517344.000000 Penalty: 894.642822
	Iteration 14Q: 3 clusters Score -1517344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1517395.250000 Penalty: 894.642822
	Iteration 15Q: 3 clusters Score -1517395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1517427.875000 Penalty: 894.642822
	Iteration 16Q: 3 clusters Score -1517428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1517444.375000 Penalty: 894.642822
	Iteration 17Q: 3 clusters Score -1517444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1517459.125000 Penalty: 894.642822
	Iteration 18Q: 3 clusters Score -1517459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1517465.750000 Penalty: 894.642822
	Iteration 19Q: 3 clusters Score -1517466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1517469.750000 Penalty: 894.642822
	Iteration 20F: 3 clusters Score -1517470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1517474.625000 Penalty: 894.642822
	Iteration 21Q: 3 clusters Score -1517475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1517481.875000 Penalty: 894.642822
	Iteration 22Q: 3 clusters Score -1517482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1517481.875000 Penalty: 894.642822
	Iteration 23F: 3 clusters Score -1517482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -38922.496094 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -38922.5 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 240 members 
Entering Unmasked Estep 
Score: -38439.242188 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -38439.24 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38593.664062 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -38593.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38640.773438 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -38640.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38674.257812 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -38674.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38703.546875 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -38703.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38728.933594 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -38728.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -38742.500000 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -38742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38755.210938 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -38755.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -38758.976562 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -38758.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -38760.683594 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -38760.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38760.710938 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -38760.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -38760.710938 Penalty: 569.098450
	Iteration 11F: 3 clusters Score -38760.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (16756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Entering Unmasked Estep 
Score: -1372484.625000 Penalty: 442.556305
	Iteration 0F: 2 clusters Score -1372485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1361362.875000 Penalty: 885.112610
	Iteration 0F: 3 clusters Score -1361363 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1366019.125000 Penalty: 885.112610
	Iteration 1F: 3 clusters Score -1366019 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1366400.375000 Penalty: 885.112610
	Iteration 2F: 3 clusters Score -1366400 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1366970.125000 Penalty: 885.112610
	Iteration 3F: 3 clusters Score -1366970 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1367851.625000 Penalty: 885.112610
	Iteration 4F: 3 clusters Score -1367852 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1368986.000000 Penalty: 885.112610
	Iteration 5F: 3 clusters Score -1368986 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1370157.750000 Penalty: 885.112610
	Iteration 6F: 3 clusters Score -1370158 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1371083.750000 Penalty: 885.112610
	Iteration 7F: 3 clusters Score -1371084 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1371669.875000 Penalty: 885.112610
	Iteration 8Q: 3 clusters Score -1371670 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1371947.375000 Penalty: 885.112610
	Iteration 9Q: 3 clusters Score -1371947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1372033.250000 Penalty: 885.112610
	Iteration 10Q: 3 clusters Score -1372033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1372052.625000 Penalty: 885.112610
	Iteration 11Q: 3 clusters Score -1372053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1372063.125000 Penalty: 885.112610
	Iteration 12Q: 3 clusters Score -1372063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1372070.875000 Penalty: 885.112610
	Iteration 13Q: 3 clusters Score -1372071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1372073.375000 Penalty: 885.112610
	Iteration 14Q: 3 clusters Score -1372073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1372073.375000 Penalty: 885.112610
	Iteration 15F: 3 clusters Score -1372073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Entering Unmasked Estep 
Score: -1813649.375000 Penalty: 459.178375
	Iteration 0F: 2 clusters Score -1813649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1797556.000000 Penalty: 918.356750
	Iteration 0F: 3 clusters Score -1797556 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1804594.125000 Penalty: 918.356750
	Iteration 1F: 3 clusters Score -1804594 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1805160.375000 Penalty: 918.356750
	Iteration 2F: 3 clusters Score -1805160 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1805775.500000 Penalty: 918.356750
	Iteration 3F: 3 clusters Score -1805776 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1806443.125000 Penalty: 918.356750
	Iteration 4F: 3 clusters Score -1806443 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1807092.000000 Penalty: 918.356750
	Iteration 5F: 3 clusters Score -1807092 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1807753.750000 Penalty: 918.356750
	Iteration 6F: 3 clusters Score -1807754 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1808472.375000 Penalty: 918.356750
	Iteration 7F: 3 clusters Score -1808472 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1809280.625000 Penalty: 918.356750
	Iteration 8F: 3 clusters Score -1809281 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -1810088.125000 Penalty: 918.356750
	Iteration 9Q: 3 clusters Score -1810088 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1810826.250000 Penalty: 918.356750
	Iteration 10Q: 3 clusters Score -1810826 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -1811477.375000 Penalty: 918.356750
	Iteration 11Q: 3 clusters Score -1811477 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1812082.500000 Penalty: 918.356750
	Iteration 12Q: 3 clusters Score -1812082 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -1812563.500000 Penalty: 918.356750
	Iteration 13Q: 3 clusters Score -1812564 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -1812939.250000 Penalty: 918.356750
	Iteration 14Q: 3 clusters Score -1812939 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -1813144.750000 Penalty: 918.356750
	Iteration 15Q: 3 clusters Score -1813145 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1813266.125000 Penalty: 918.356750
	Iteration 16Q: 3 clusters Score -1813266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -1813354.000000 Penalty: 918.356750
	Iteration 17Q: 3 clusters Score -1813354 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1813419.375000 Penalty: 918.356750
	Iteration 18Q: 3 clusters Score -1813419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -1813476.500000 Penalty: 918.356750
	Iteration 19Q: 3 clusters Score -1813476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -1813516.375000 Penalty: 918.356750
	Iteration 20F: 3 clusters Score -1813516 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1813547.375000 Penalty: 918.356750
	Iteration 21Q: 3 clusters Score -1813547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1813572.000000 Penalty: 918.356750
	Iteration 22Q: 3 clusters Score -1813572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1813579.500000 Penalty: 918.356750
	Iteration 23Q: 3 clusters Score -1813580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -1813592.000000 Penalty: 918.356750
	Iteration 24Q: 3 clusters Score -1813592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1813605.750000 Penalty: 918.356750
	Iteration 25Q: 3 clusters Score -1813606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -1813612.250000 Penalty: 918.356750
	Iteration 26Q: 3 clusters Score -1813612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -1813622.375000 Penalty: 918.356750
	Iteration 27Q: 3 clusters Score -1813622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -1813628.375000 Penalty: 918.356750
	Iteration 28Q: 3 clusters Score -1813628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -1813630.625000 Penalty: 918.356750
	Iteration 29Q: 3 clusters Score -1813631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -1813631.875000 Penalty: 918.356750
	Iteration 30Q: 3 clusters Score -1813632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -1813633.000000 Penalty: 918.356750
	Iteration 31Q: 3 clusters Score -1813633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1813637.125000 Penalty: 918.356750
	Iteration 32Q: 3 clusters Score -1813637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -1813636.500000 Penalty: 918.356750
	Iteration 33Q: 3 clusters Score -1813636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -1813634.875000 Penalty: 918.356750
	Iteration 34Q: 3 clusters Score -1813635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1813637.875000 Penalty: 918.356750
	Iteration 35Q: 3 clusters Score -1813638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1813637.875000 Penalty: 918.356750
	Iteration 36F: 3 clusters Score -1813638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1276926.625000 Penalty: 439.658142
	Iteration 0F: 2 clusters Score -1276927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1266462.750000 Penalty: 879.316284
	Iteration 0F: 3 clusters Score -1266463 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1270613.000000 Penalty: 879.316284
	Iteration 1F: 3 clusters Score -1270613 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1270719.625000 Penalty: 879.316284
	Iteration 2Q: 3 clusters Score -1270720 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1270807.250000 Penalty: 879.316284
	Iteration 3Q: 3 clusters Score -1270807 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1270902.500000 Penalty: 879.316284
	Iteration 4Q: 3 clusters Score -1270902 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1271004.000000 Penalty: 879.316284
	Iteration 5Q: 3 clusters Score -1271004 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1271158.625000 Penalty: 879.316284
	Iteration 6Q: 3 clusters Score -1271159 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1271386.750000 Penalty: 879.316284
	Iteration 7Q: 3 clusters Score -1271387 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1271787.625000 Penalty: 879.316284
	Iteration 8Q: 3 clusters Score -1271788 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1272444.875000 Penalty: 879.316284
	Iteration 9F: 3 clusters Score -1272445 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1273400.375000 Penalty: 879.316284
	Iteration 10F: 3 clusters Score -1273400 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1274306.375000 Penalty: 879.316284
	Iteration 11F: 3 clusters Score -1274306 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1274891.000000 Penalty: 879.316284
	Iteration 12Q: 3 clusters Score -1274891 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1275168.125000 Penalty: 879.316284
	Iteration 13Q: 3 clusters Score -1275168 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1275334.875000 Penalty: 879.316284
	Iteration 14Q: 3 clusters Score -1275335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1275451.000000 Penalty: 879.316284
	Iteration 15Q: 3 clusters Score -1275451 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1275550.125000 Penalty: 879.316284
	Iteration 16Q: 3 clusters Score -1275550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1275639.375000 Penalty: 879.316284
	Iteration 17Q: 3 clusters Score -1275639 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1275699.250000 Penalty: 879.316284
	Iteration 18Q: 3 clusters Score -1275699 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1275750.750000 Penalty: 879.316284
	Iteration 19Q: 3 clusters Score -1275751 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1275811.875000 Penalty: 879.316284
	Iteration 20F: 3 clusters Score -1275812 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1275874.000000 Penalty: 879.316284
	Iteration 21Q: 3 clusters Score -1275874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1275956.375000 Penalty: 879.316284
	Iteration 22Q: 3 clusters Score -1275956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1276027.125000 Penalty: 879.316284
	Iteration 23Q: 3 clusters Score -1276027 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1276084.625000 Penalty: 879.316284
	Iteration 24Q: 3 clusters Score -1276085 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1276135.375000 Penalty: 879.316284
	Iteration 25Q: 3 clusters Score -1276135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1276185.250000 Penalty: 879.316284
	Iteration 26Q: 3 clusters Score -1276185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1276217.750000 Penalty: 879.316284
	Iteration 27Q: 3 clusters Score -1276218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1276244.250000 Penalty: 879.316284
	Iteration 28Q: 3 clusters Score -1276244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1276281.875000 Penalty: 879.316284
	Iteration 29Q: 3 clusters Score -1276282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1276323.625000 Penalty: 879.316284
	Iteration 30Q: 3 clusters Score -1276324 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1276363.750000 Penalty: 879.316284
	Iteration 31Q: 3 clusters Score -1276364 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1276391.875000 Penalty: 879.316284
	Iteration 32Q: 3 clusters Score -1276392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1276426.500000 Penalty: 879.316284
	Iteration 33Q: 3 clusters Score -1276426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1276459.250000 Penalty: 879.316284
	Iteration 34Q: 3 clusters Score -1276459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1276477.750000 Penalty: 879.316284
	Iteration 35Q: 3 clusters Score -1276478 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1276497.500000 Penalty: 879.316284
	Iteration 36Q: 3 clusters Score -1276498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1276516.000000 Penalty: 879.316284
	Iteration 37Q: 3 clusters Score -1276516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1276534.000000 Penalty: 879.316284
	Iteration 38Q: 3 clusters Score -1276534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1276543.625000 Penalty: 879.316284
	Iteration 39Q: 3 clusters Score -1276544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1276550.875000 Penalty: 879.316284
	Iteration 40F: 3 clusters Score -1276551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1276555.625000 Penalty: 879.316284
	Iteration 41Q: 3 clusters Score -1276556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1276558.375000 Penalty: 879.316284
	Iteration 42Q: 3 clusters Score -1276558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1276559.875000 Penalty: 879.316284
	Iteration 43Q: 3 clusters Score -1276560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1276563.250000 Penalty: 879.316284
	Iteration 44Q: 3 clusters Score -1276563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1276569.750000 Penalty: 879.316284
	Iteration 45Q: 3 clusters Score -1276570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1276569.000000 Penalty: 879.316284
	Iteration 46Q: 3 clusters Score -1276569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1276571.125000 Penalty: 879.316284
	Iteration 47Q: 3 clusters Score -1276571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1276571.250000 Penalty: 879.316284
	Iteration 48Q: 3 clusters Score -1276571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1276571.250000 Penalty: 879.316284
	Iteration 49F: 3 clusters Score -1276571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 144 members 
Entering Unmasked Estep 
Score: -13505.940430 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13505.94 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13615.845703 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13615.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13638.206055 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13638.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13656.796875 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13675.388672 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13675.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13694.619141 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13694.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13706.434570 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13706.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13715.108398 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13715.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13719.244141 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13719.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13726.717773 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13726.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13728.550781 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13728.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13736.019531 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -13736.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13737.514648 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -13737.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13742.379883 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -13742.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13744.342773 Penalty: 515.012878
	Iteration 14Q: 3 clusters Score -13744.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13745.619141 Penalty: 515.012878
	Iteration 15Q: 3 clusters Score -13745.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13745.619141 Penalty: 515.012878
	Iteration 16F: 3 clusters Score -13745.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Entering Unmasked Estep 
Score: -1049148.125000 Penalty: 430.540161
	Iteration 0F: 2 clusters Score -1049148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1040646.437500 Penalty: 861.080322
	Iteration 0F: 3 clusters Score -1040646 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1044194.875000 Penalty: 861.080322
	Iteration 1F: 3 clusters Score -1044195 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1044556.250000 Penalty: 861.080322
	Iteration 2F: 3 clusters Score -1044556 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1045188.375000 Penalty: 861.080322
	Iteration 3F: 3 clusters Score -1045188 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1046193.000000 Penalty: 861.080322
	Iteration 4F: 3 clusters Score -1046193 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1047206.937500 Penalty: 861.080322
	Iteration 5F: 3 clusters Score -1047207 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1047735.937500 Penalty: 861.080322
	Iteration 6F: 3 clusters Score -1047736 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1048020.312500 Penalty: 861.080322
	Iteration 7Q: 3 clusters Score -1048020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1048255.250000 Penalty: 861.080322
	Iteration 8Q: 3 clusters Score -1048255 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1048433.125000 Penalty: 861.080322
	Iteration 9Q: 3 clusters Score -1048433 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1048541.687500 Penalty: 861.080322
	Iteration 10Q: 3 clusters Score -1048542 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1048609.375000 Penalty: 861.080322
	Iteration 11Q: 3 clusters Score -1048609 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1048649.000000 Penalty: 861.080322
	Iteration 12Q: 3 clusters Score -1048649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1048670.500000 Penalty: 861.080322
	Iteration 13Q: 3 clusters Score -1048670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1048685.875000 Penalty: 861.080322
	Iteration 14Q: 3 clusters Score -1048686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1048696.625000 Penalty: 861.080322
	Iteration 15Q: 3 clusters Score -1048697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1048707.875000 Penalty: 861.080322
	Iteration 16Q: 3 clusters Score -1048708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1048714.250000 Penalty: 861.080322
	Iteration 17Q: 3 clusters Score -1048714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1048724.625000 Penalty: 861.080322
	Iteration 18Q: 3 clusters Score -1048725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1048728.000000 Penalty: 861.080322
	Iteration 19Q: 3 clusters Score -1048728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1048731.750000 Penalty: 861.080322
	Iteration 20F: 3 clusters Score -1048732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1048729.875000 Penalty: 861.080322
	Iteration 21Q: 3 clusters Score -1048730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1048729.875000 Penalty: 861.080322
	Iteration 22Q: 3 clusters Score -1048730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1048738.125000 Penalty: 861.080322
	Iteration 23Q: 3 clusters Score -1048738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1048741.625000 Penalty: 861.080322
	Iteration 24Q: 3 clusters Score -1048742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1048743.500000 Penalty: 861.080322
	Iteration 25Q: 3 clusters Score -1048744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1048746.375000 Penalty: 861.080322
	Iteration 26Q: 3 clusters Score -1048746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1048748.375000 Penalty: 861.080322
	Iteration 27Q: 3 clusters Score -1048748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1048747.875000 Penalty: 861.080322
	Iteration 28Q: 3 clusters Score -1048748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1048747.375000 Penalty: 861.080322
	Iteration 29Q: 3 clusters Score -1048747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1048751.625000 Penalty: 861.080322
	Iteration 30Q: 3 clusters Score -1048752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1048752.500000 Penalty: 861.080322
	Iteration 31Q: 3 clusters Score -1048752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1048754.000000 Penalty: 861.080322
	Iteration 32Q: 3 clusters Score -1048754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1048750.125000 Penalty: 861.080322
	Iteration 33Q: 3 clusters Score -1048750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1048757.375000 Penalty: 861.080322
	Iteration 34Q: 3 clusters Score -1048757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1048757.625000 Penalty: 861.080322
	Iteration 35Q: 3 clusters Score -1048758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1048760.375000 Penalty: 861.080322
	Iteration 36Q: 3 clusters Score -1048760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1048764.250000 Penalty: 861.080322
	Iteration 37Q: 3 clusters Score -1048764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1048766.125000 Penalty: 861.080322
	Iteration 38Q: 3 clusters Score -1048766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1048764.625000 Penalty: 861.080322
	Iteration 39Q: 3 clusters Score -1048765 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1048767.875000 Penalty: 861.080322
	Iteration 40F: 3 clusters Score -1048768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1048773.750000 Penalty: 861.080322
	Iteration 41Q: 3 clusters Score -1048774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1048769.250000 Penalty: 861.080322
	Iteration 42Q: 3 clusters Score -1048769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1048772.375000 Penalty: 861.080322
	Iteration 43Q: 3 clusters Score -1048772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1048771.875000 Penalty: 861.080322
	Iteration 44Q: 3 clusters Score -1048772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1048774.875000 Penalty: 861.080322
	Iteration 45Q: 3 clusters Score -1048775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1048775.000000 Penalty: 861.080322
	Iteration 46Q: 3 clusters Score -1048775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1048777.875000 Penalty: 861.080322
	Iteration 47Q: 3 clusters Score -1048778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1048778.875000 Penalty: 861.080322
	Iteration 48Q: 3 clusters Score -1048779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1048780.000000 Penalty: 861.080322
	Iteration 49Q: 3 clusters Score -1048780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1048782.000000 Penalty: 861.080322
	Iteration 50Q: 3 clusters Score -1048782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1048778.375000 Penalty: 861.080322
	Iteration 51Q: 3 clusters Score -1048778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1048782.125000 Penalty: 861.080322
	Iteration 52Q: 3 clusters Score -1048782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1048780.500000 Penalty: 861.080322
	Iteration 53Q: 3 clusters Score -1048780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1048781.000000 Penalty: 861.080322
	Iteration 54Q: 3 clusters Score -1048781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1048780.375000 Penalty: 861.080322
	Iteration 55Q: 3 clusters Score -1048780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1048781.500000 Penalty: 861.080322
	Iteration 56Q: 3 clusters Score -1048782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1048781.750000 Penalty: 861.080322
	Iteration 57Q: 3 clusters Score -1048782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1048782.625000 Penalty: 861.080322
	Iteration 58Q: 3 clusters Score -1048783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1048780.250000 Penalty: 861.080322
	Iteration 59Q: 3 clusters Score -1048780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1048783.250000 Penalty: 861.080322
	Iteration 60F: 3 clusters Score -1048783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1048784.500000 Penalty: 861.080322
	Iteration 61Q: 3 clusters Score -1048784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1048783.375000 Penalty: 861.080322
	Iteration 62Q: 3 clusters Score -1048783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1048783.625000 Penalty: 861.080322
	Iteration 63Q: 3 clusters Score -1048784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1048783.125000 Penalty: 861.080322
	Iteration 64Q: 3 clusters Score -1048783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1048784.000000 Penalty: 861.080322
	Iteration 65Q: 3 clusters Score -1048784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1048785.625000 Penalty: 861.080322
	Iteration 66Q: 3 clusters Score -1048786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1048785.250000 Penalty: 861.080322
	Iteration 67Q: 3 clusters Score -1048785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1048785.125000 Penalty: 861.080322
	Iteration 68Q: 3 clusters Score -1048785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1048785.250000 Penalty: 861.080322
	Iteration 69Q: 3 clusters Score -1048785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1048785.375000 Penalty: 861.080322
	Iteration 70Q: 3 clusters Score -1048785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1048786.500000 Penalty: 861.080322
	Iteration 71Q: 3 clusters Score -1048786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1048787.875000 Penalty: 861.080322
	Iteration 72Q: 3 clusters Score -1048788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1048787.875000 Penalty: 861.080322
	Iteration 73F: 3 clusters Score -1048788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -216922.625000 Penalty: 362.966339
	Iteration 0F: 2 clusters Score -216922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -214894.609375 Penalty: 725.932678
	Iteration 0F: 3 clusters Score -214894.6 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -215622.187500 Penalty: 725.932678
	Iteration 1F: 3 clusters Score -215622.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -215731.984375 Penalty: 725.932678
	Iteration 2F: 3 clusters Score -215732 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -215868.750000 Penalty: 725.932678
	Iteration 3F: 3 clusters Score -215868.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216015.671875 Penalty: 725.932678
	Iteration 4F: 3 clusters Score -216015.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216162.203125 Penalty: 725.932678
	Iteration 5F: 3 clusters Score -216162.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216280.234375 Penalty: 725.932678
	Iteration 6Q: 3 clusters Score -216280.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -216352.453125 Penalty: 725.932678
	Iteration 7Q: 3 clusters Score -216352.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -216412.203125 Penalty: 725.932678
	Iteration 8Q: 3 clusters Score -216412.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -216472.593750 Penalty: 725.932678
	Iteration 9Q: 3 clusters Score -216472.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -216514.375000 Penalty: 725.932678
	Iteration 10Q: 3 clusters Score -216514.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -216552.953125 Penalty: 725.932678
	Iteration 11Q: 3 clusters Score -216553 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -216578.828125 Penalty: 725.932678
	Iteration 12Q: 3 clusters Score -216578.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -216600.296875 Penalty: 725.932678
	Iteration 13Q: 3 clusters Score -216600.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -216616.046875 Penalty: 725.932678
	Iteration 14Q: 3 clusters Score -216616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -216627.218750 Penalty: 725.932678
	Iteration 15Q: 3 clusters Score -216627.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -216637.140625 Penalty: 725.932678
	Iteration 16Q: 3 clusters Score -216637.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -216642.625000 Penalty: 725.932678
	Iteration 17Q: 3 clusters Score -216642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -216648.484375 Penalty: 725.932678
	Iteration 18Q: 3 clusters Score -216648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -216652.468750 Penalty: 725.932678
	Iteration 19Q: 3 clusters Score -216652.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -216660.468750 Penalty: 725.932678
	Iteration 20F: 3 clusters Score -216660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -216664.531250 Penalty: 725.932678
	Iteration 21Q: 3 clusters Score -216664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -216665.437500 Penalty: 725.932678
	Iteration 22Q: 3 clusters Score -216665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -216665.828125 Penalty: 725.932678
	Iteration 23Q: 3 clusters Score -216665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -216666.500000 Penalty: 725.932678
	Iteration 24Q: 3 clusters Score -216666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -216667.546875 Penalty: 725.932678
	Iteration 25Q: 3 clusters Score -216667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -216667.968750 Penalty: 725.932678
	Iteration 26Q: 3 clusters Score -216668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -216669.859375 Penalty: 725.932678
	Iteration 27Q: 3 clusters Score -216669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -216671.000000 Penalty: 725.932678
	Iteration 28Q: 3 clusters Score -216671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -216673.328125 Penalty: 725.932678
	Iteration 29Q: 3 clusters Score -216673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -216673.531250 Penalty: 725.932678
	Iteration 30Q: 3 clusters Score -216673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -216673.531250 Penalty: 725.932678
	Iteration 31F: 3 clusters Score -216673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -75706.851562 Penalty: 313.476410
	Iteration 0F: 2 clusters Score -75706.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74891.000000 Penalty: 626.952820
	Iteration 0F: 3 clusters Score -74891 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -75110.851562 Penalty: 626.952820
	Iteration 1F: 3 clusters Score -75110.85 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75150.796875 Penalty: 626.952820
	Iteration 2F: 3 clusters Score -75150.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75174.734375 Penalty: 626.952820
	Iteration 3F: 3 clusters Score -75174.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75188.156250 Penalty: 626.952820
	Iteration 4Q: 3 clusters Score -75188.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -75194.890625 Penalty: 626.952820
	Iteration 5Q: 3 clusters Score -75194.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75197.437500 Penalty: 626.952820
	Iteration 6Q: 3 clusters Score -75197.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75202.601562 Penalty: 626.952820
	Iteration 7Q: 3 clusters Score -75202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75207.289062 Penalty: 626.952820
	Iteration 8Q: 3 clusters Score -75207.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75210.593750 Penalty: 626.952820
	Iteration 9Q: 3 clusters Score -75210.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75214.585938 Penalty: 626.952820
	Iteration 10Q: 3 clusters Score -75214.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -75217.812500 Penalty: 626.952820
	Iteration 11Q: 3 clusters Score -75217.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -75223.296875 Penalty: 626.952820
	Iteration 12Q: 3 clusters Score -75223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -75229.656250 Penalty: 626.952820
	Iteration 13Q: 3 clusters Score -75229.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75238.328125 Penalty: 626.952820
	Iteration 14Q: 3 clusters Score -75238.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -75248.359375 Penalty: 626.952820
	Iteration 15Q: 3 clusters Score -75248.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -75254.898438 Penalty: 626.952820
	Iteration 16Q: 3 clusters Score -75254.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -75267.328125 Penalty: 626.952820
	Iteration 17Q: 3 clusters Score -75267.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -75288.375000 Penalty: 626.952820
	Iteration 18Q: 3 clusters Score -75288.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75323.265625 Penalty: 626.952820
	Iteration 19Q: 3 clusters Score -75323.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75355.117188 Penalty: 626.952820
	Iteration 20F: 3 clusters Score -75355.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75380.109375 Penalty: 626.952820
	Iteration 21Q: 3 clusters Score -75380.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -75397.937500 Penalty: 626.952820
	Iteration 22Q: 3 clusters Score -75397.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -75407.640625 Penalty: 626.952820
	Iteration 23Q: 3 clusters Score -75407.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -75409.882812 Penalty: 626.952820
	Iteration 24Q: 3 clusters Score -75409.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -75410.132812 Penalty: 626.952820
	Iteration 25Q: 3 clusters Score -75410.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75410.375000 Penalty: 626.952820
	Iteration 26Q: 3 clusters Score -75410.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -75410.375000 Penalty: 626.952820
	Iteration 27F: 3 clusters Score -75410.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 123 members 
Entering Unmasked Estep 
Score: -9131.875977 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9131.876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9202.084961 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9202.085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9222.049805 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9222.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9243.341797 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9243.342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9257.174805 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9257.175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9262.799805 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9265.210938 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9265.211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9266.271484 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9266.271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9268.514648 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -9268.515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9268.514648 Penalty: 502.816223
	Iteration 9F: 3 clusters Score -9268.515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -10703.102539 Penalty: 235.771164
	Iteration 0F: 2 clusters Score -10703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10454.355469 Penalty: 471.542328
	Iteration 0F: 3 clusters Score -10454.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10528.164062 Penalty: 471.542328
	Iteration 1F: 3 clusters Score -10528.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10567.982422 Penalty: 471.542328
	Iteration 2F: 3 clusters Score -10567.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10603.944336 Penalty: 471.542328
	Iteration 3F: 3 clusters Score -10603.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10646.548828 Penalty: 471.542328
	Iteration 4F: 3 clusters Score -10646.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10659.409180 Penalty: 471.542328
	Iteration 5Q: 3 clusters Score -10659.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10662.500000 Penalty: 471.542328
	Iteration 6Q: 3 clusters Score -10662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10664.221680 Penalty: 471.542328
	Iteration 7Q: 3 clusters Score -10664.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10664.221680 Penalty: 471.542328
	Iteration 8F: 3 clusters Score -10664.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -206469.796875 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -206469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -204651.218750 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -204651.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -205268.015625 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -205268 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -205414.484375 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -205414.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -205509.468750 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -205509.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -205609.546875 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -205609.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -205708.812500 Penalty: 714.039673
	Iteration 5Q: 3 clusters Score -205708.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -205800.171875 Penalty: 714.039673
	Iteration 6Q: 3 clusters Score -205800.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -205891.781250 Penalty: 714.039673
	Iteration 7F: 3 clusters Score -205891.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -205956.671875 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -205956.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -206009.046875 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -206009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206032.125000 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -206032.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206044.546875 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -206044.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206059.515625 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -206059.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -206078.015625 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -206078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206094.765625 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -206094.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -206106.015625 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -206106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -206112.062500 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -206112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -206116.906250 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -206116.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -206119.312500 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -206119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -206121.421875 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -206121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -206123.484375 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -206123.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -206126.656250 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -206126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -206129.593750 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -206129.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -206132.640625 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -206132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -206134.359375 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -206134.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -206135.468750 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -206135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206135.906250 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -206135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206136.078125 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -206136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206136.640625 Penalty: 714.039673
	Iteration 28Q: 3 clusters Score -206136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -206137.796875 Penalty: 714.039673
	Iteration 29Q: 3 clusters Score -206137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -206138.671875 Penalty: 714.039673
	Iteration 30Q: 3 clusters Score -206138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206139.281250 Penalty: 714.039673
	Iteration 31Q: 3 clusters Score -206139.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -206139.375000 Penalty: 714.039673
	Iteration 32Q: 3 clusters Score -206139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -206139.968750 Penalty: 714.039673
	Iteration 33Q: 3 clusters Score -206140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -206141.109375 Penalty: 714.039673
	Iteration 34Q: 3 clusters Score -206141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -206141.781250 Penalty: 714.039673
	Iteration 35Q: 3 clusters Score -206141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -206142.218750 Penalty: 714.039673
	Iteration 36Q: 3 clusters Score -206142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206142.500000 Penalty: 714.039673
	Iteration 37Q: 3 clusters Score -206142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206142.671875 Penalty: 714.039673
	Iteration 38Q: 3 clusters Score -206142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -206142.671875 Penalty: 714.039673
	Iteration 39F: 3 clusters Score -206142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -350966.468750 Penalty: 381.091125
	Iteration 0F: 2 clusters Score -350966.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -348028.375000 Penalty: 762.182251
	Iteration 0F: 3 clusters Score -348028.4 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -349119.468750 Penalty: 762.182251
	Iteration 1F: 3 clusters Score -349119.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -349349.343750 Penalty: 762.182251
	Iteration 2F: 3 clusters Score -349349.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -349650.312500 Penalty: 762.182251
	Iteration 3F: 3 clusters Score -349650.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -350034.750000 Penalty: 762.182251
	Iteration 4F: 3 clusters Score -350034.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -350361.375000 Penalty: 762.182251
	Iteration 5F: 3 clusters Score -350361.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -350556.093750 Penalty: 762.182251
	Iteration 6F: 3 clusters Score -350556.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -350639.531250 Penalty: 762.182251
	Iteration 7Q: 3 clusters Score -350639.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -350700.687500 Penalty: 762.182251
	Iteration 8Q: 3 clusters Score -350700.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -350757.312500 Penalty: 762.182251
	Iteration 9Q: 3 clusters Score -350757.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -350800.968750 Penalty: 762.182251
	Iteration 10Q: 3 clusters Score -350801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -350832.437500 Penalty: 762.182251
	Iteration 11Q: 3 clusters Score -350832.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -350855.937500 Penalty: 762.182251
	Iteration 12Q: 3 clusters Score -350855.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350870.218750 Penalty: 762.182251
	Iteration 13Q: 3 clusters Score -350870.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -350879.093750 Penalty: 762.182251
	Iteration 14Q: 3 clusters Score -350879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -350883.875000 Penalty: 762.182251
	Iteration 15Q: 3 clusters Score -350883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -350886.750000 Penalty: 762.182251
	Iteration 16Q: 3 clusters Score -350886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -350887.562500 Penalty: 762.182251
	Iteration 17Q: 3 clusters Score -350887.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -350889.000000 Penalty: 762.182251
	Iteration 18Q: 3 clusters Score -350889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -350890.031250 Penalty: 762.182251
	Iteration 19Q: 3 clusters Score -350890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -350890.718750 Penalty: 762.182251
	Iteration 20F: 3 clusters Score -350890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -350891.281250 Penalty: 762.182251
	Iteration 21Q: 3 clusters Score -350891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -350892.062500 Penalty: 762.182251
	Iteration 22Q: 3 clusters Score -350892.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -350892.187500 Penalty: 762.182251
	Iteration 23Q: 3 clusters Score -350892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -350893.000000 Penalty: 762.182251
	Iteration 24Q: 3 clusters Score -350893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -350892.281250 Penalty: 762.182251
	Iteration 25Q: 3 clusters Score -350892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -350892.187500 Penalty: 762.182251
	Iteration 26Q: 3 clusters Score -350892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -350892.656250 Penalty: 762.182251
	Iteration 27Q: 3 clusters Score -350892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -350893.031250 Penalty: 762.182251
	Iteration 28Q: 3 clusters Score -350893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -350892.687500 Penalty: 762.182251
	Iteration 29Q: 3 clusters Score -350892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -350892.937500 Penalty: 762.182251
	Iteration 30Q: 3 clusters Score -350892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -350893.437500 Penalty: 762.182251
	Iteration 31Q: 3 clusters Score -350893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -350893.500000 Penalty: 762.182251
	Iteration 32Q: 3 clusters Score -350893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -350893.750000 Penalty: 762.182251
	Iteration 33Q: 3 clusters Score -350893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350894.218750 Penalty: 762.182251
	Iteration 34Q: 3 clusters Score -350894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -350894.218750 Penalty: 762.182251
	Iteration 35F: 3 clusters Score -350894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 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 147 members 
Entering Unmasked Estep 
Score: -17161.236328 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17161.24 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17268.080078 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17268.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17307.070312 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17307.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17325.017578 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17325.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17339.740234 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17339.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17345.830078 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17345.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17350.849609 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17350.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17353.683594 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17353.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17355.324219 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -17355.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17355.324219 Penalty: 522.613281
	Iteration 9F: 3 clusters Score -17355.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7978.860840 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7978.861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8033.699707 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8033.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8055.444336 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8055.444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8073.226074 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -8073.226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8073.757812 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8073.758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8074.691406 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8074.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8075.177734 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -8075.178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8075.177734 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -8075.178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -41180.945312 Penalty: 290.908386
	Iteration 0F: 2 clusters Score -41180.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40633.691406 Penalty: 581.816772
	Iteration 0F: 3 clusters Score -40633.69 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40809.226562 Penalty: 581.816772
	Iteration 1F: 3 clusters Score -40809.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40860.796875 Penalty: 581.816772
	Iteration 2F: 3 clusters Score -40860.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40922.621094 Penalty: 581.816772
	Iteration 3F: 3 clusters Score -40922.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40959.707031 Penalty: 581.816772
	Iteration 4F: 3 clusters Score -40959.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40999.402344 Penalty: 581.816772
	Iteration 5F: 3 clusters Score -40999.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -41020.937500 Penalty: 581.816772
	Iteration 6Q: 3 clusters Score -41020.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -41047.703125 Penalty: 581.816772
	Iteration 7Q: 3 clusters Score -41047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41057.441406 Penalty: 581.816772
	Iteration 8Q: 3 clusters Score -41057.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -41067.687500 Penalty: 581.816772
	Iteration 9Q: 3 clusters Score -41067.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -41071.953125 Penalty: 581.816772
	Iteration 10Q: 3 clusters Score -41071.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41073.015625 Penalty: 581.816772
	Iteration 11Q: 3 clusters Score -41073.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41073.285156 Penalty: 581.816772
	Iteration 12Q: 3 clusters Score -41073.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41073.496094 Penalty: 581.816772
	Iteration 13Q: 3 clusters Score -41073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41073.496094 Penalty: 581.816772
	Iteration 14F: 3 clusters Score -41073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -503258.125000 Penalty: 398.920563
	Iteration 0F: 2 clusters Score -503258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -498930.250000 Penalty: 797.841125
	Iteration 0F: 3 clusters Score -498930.2 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -500732.250000 Penalty: 797.841125
	Iteration 1F: 3 clusters Score -500732.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -501126.875000 Penalty: 797.841125
	Iteration 2F: 3 clusters Score -501126.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -501612.906250 Penalty: 797.841125
	Iteration 3F: 3 clusters Score -501612.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -502150.562500 Penalty: 797.841125
	Iteration 4F: 3 clusters Score -502150.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -502533.437500 Penalty: 797.841125
	Iteration 5F: 3 clusters Score -502533.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -502702.937500 Penalty: 797.841125
	Iteration 6Q: 3 clusters Score -502702.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -502755.625000 Penalty: 797.841125
	Iteration 7Q: 3 clusters Score -502755.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -502784.906250 Penalty: 797.841125
	Iteration 8Q: 3 clusters Score -502784.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -502806.343750 Penalty: 797.841125
	Iteration 9Q: 3 clusters Score -502806.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -502823.187500 Penalty: 797.841125
	Iteration 10Q: 3 clusters Score -502823.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -502842.250000 Penalty: 797.841125
	Iteration 11Q: 3 clusters Score -502842.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -502856.437500 Penalty: 797.841125
	Iteration 12Q: 3 clusters Score -502856.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -502863.312500 Penalty: 797.841125
	Iteration 13Q: 3 clusters Score -502863.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -502872.437500 Penalty: 797.841125
	Iteration 14Q: 3 clusters Score -502872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -502880.406250 Penalty: 797.841125
	Iteration 15Q: 3 clusters Score -502880.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -502887.750000 Penalty: 797.841125
	Iteration 16Q: 3 clusters Score -502887.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -502897.968750 Penalty: 797.841125
	Iteration 17Q: 3 clusters Score -502898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -502908.687500 Penalty: 797.841125
	Iteration 18Q: 3 clusters Score -502908.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -502919.593750 Penalty: 797.841125
	Iteration 19Q: 3 clusters Score -502919.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -502928.156250 Penalty: 797.841125
	Iteration 20F: 3 clusters Score -502928.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -502935.718750 Penalty: 797.841125
	Iteration 21Q: 3 clusters Score -502935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -502940.437500 Penalty: 797.841125
	Iteration 22Q: 3 clusters Score -502940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -502942.343750 Penalty: 797.841125
	Iteration 23Q: 3 clusters Score -502942.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -502945.718750 Penalty: 797.841125
	Iteration 24Q: 3 clusters Score -502945.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -502947.750000 Penalty: 797.841125
	Iteration 25Q: 3 clusters Score -502947.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -502950.312500 Penalty: 797.841125
	Iteration 26Q: 3 clusters Score -502950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -502953.468750 Penalty: 797.841125
	Iteration 27Q: 3 clusters Score -502953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -502953.937500 Penalty: 797.841125
	Iteration 28Q: 3 clusters Score -502953.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -502954.656250 Penalty: 797.841125
	Iteration 29Q: 3 clusters Score -502954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -502955.812500 Penalty: 797.841125
	Iteration 30Q: 3 clusters Score -502955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -502956.500000 Penalty: 797.841125
	Iteration 31Q: 3 clusters Score -502956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -502956.406250 Penalty: 797.841125
	Iteration 32Q: 3 clusters Score -502956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -502956.625000 Penalty: 797.841125
	Iteration 33Q: 3 clusters Score -502956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -502956.937500 Penalty: 797.841125
	Iteration 34Q: 3 clusters Score -502956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -502957.125000 Penalty: 797.841125
	Iteration 35Q: 3 clusters Score -502957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -502957.500000 Penalty: 797.841125
	Iteration 36Q: 3 clusters Score -502957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -502957.531250 Penalty: 797.841125
	Iteration 37Q: 3 clusters Score -502957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -502957.781250 Penalty: 797.841125
	Iteration 38Q: 3 clusters Score -502957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -502957.656250 Penalty: 797.841125
	Iteration 39Q: 3 clusters Score -502957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -502957.656250 Penalty: 797.841125
	Iteration 40F: 3 clusters Score -502957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -96366.890625 Penalty: 326.029968
	Iteration 0F: 2 clusters Score -96366.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -95378.257812 Penalty: 652.059937
	Iteration 0F: 3 clusters Score -95378.26 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -95695.023438 Penalty: 652.059937
	Iteration 1F: 3 clusters Score -95695.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95783.710938 Penalty: 652.059937
	Iteration 2F: 3 clusters Score -95783.71 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -95851.593750 Penalty: 652.059937
	Iteration 3F: 3 clusters Score -95851.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95907.273438 Penalty: 652.059937
	Iteration 4Q: 3 clusters Score -95907.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -95965.664062 Penalty: 652.059937
	Iteration 5Q: 3 clusters Score -95965.66 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -96036.695312 Penalty: 652.059937
	Iteration 6F: 3 clusters Score -96036.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96098.218750 Penalty: 652.059937
	Iteration 7Q: 3 clusters Score -96098.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96153.695312 Penalty: 652.059937
	Iteration 8Q: 3 clusters Score -96153.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96198.578125 Penalty: 652.059937
	Iteration 9Q: 3 clusters Score -96198.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96216.742188 Penalty: 652.059937
	Iteration 10Q: 3 clusters Score -96216.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96222.351562 Penalty: 652.059937
	Iteration 11Q: 3 clusters Score -96222.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96225.101562 Penalty: 652.059937
	Iteration 12Q: 3 clusters Score -96225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96229.062500 Penalty: 652.059937
	Iteration 13Q: 3 clusters Score -96229.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96231.773438 Penalty: 652.059937
	Iteration 14Q: 3 clusters Score -96231.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -96232.726562 Penalty: 652.059937
	Iteration 15Q: 3 clusters Score -96232.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96232.882812 Penalty: 652.059937
	Iteration 16Q: 3 clusters Score -96232.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96232.882812 Penalty: 652.059937
	Iteration 17F: 3 clusters Score -96232.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4123.131348 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4123.131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4189.233887 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4189.234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4223.370117 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4223.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -4260.219238 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -4260.219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4313.529785 Penalty: 500.242279
	Iteration 4F: 3 clusters Score -4313.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4325.163574 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4325.164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4340.433594 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4340.434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4348.044922 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4348.045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4349.273926 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -4349.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4349.273926 Penalty: 500.242279
	Iteration 9F: 3 clusters Score -4349.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -38011.371094 Penalty: 289.202911
	Iteration 0F: 2 clusters Score -38011.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37490.757812 Penalty: 578.405823
	Iteration 0F: 3 clusters Score -37490.76 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37670.964844 Penalty: 578.405823
	Iteration 1F: 3 clusters Score -37670.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37710.269531 Penalty: 578.405823
	Iteration 2F: 3 clusters Score -37710.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37731.898438 Penalty: 578.405823
	Iteration 3Q: 3 clusters Score -37731.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37744.390625 Penalty: 578.405823
	Iteration 4Q: 3 clusters Score -37744.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -37748.992188 Penalty: 578.405823
	Iteration 5Q: 3 clusters Score -37748.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37750.968750 Penalty: 578.405823
	Iteration 6Q: 3 clusters Score -37750.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37751.925781 Penalty: 578.405823
	Iteration 7Q: 3 clusters Score -37751.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37752.105469 Penalty: 578.405823
	Iteration 8Q: 3 clusters Score -37752.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37752.105469 Penalty: 578.405823
	Iteration 9F: 3 clusters Score -37752.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -910337.375000 Penalty: 424.356750
	Iteration 0F: 2 clusters Score -910337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -902895.000000 Penalty: 848.713501
	Iteration 0F: 3 clusters Score -902895 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -905728.812500 Penalty: 848.713501
	Iteration 1F: 3 clusters Score -905728.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -905917.312500 Penalty: 848.713501
	Iteration 2Q: 3 clusters Score -905917.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -906241.437500 Penalty: 848.713501
	Iteration 3F: 3 clusters Score -906241.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -906783.687500 Penalty: 848.713501
	Iteration 4F: 3 clusters Score -906783.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -907596.562500 Penalty: 848.713501
	Iteration 5F: 3 clusters Score -907596.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -908524.750000 Penalty: 848.713501
	Iteration 6F: 3 clusters Score -908524.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -909102.187500 Penalty: 848.713501
	Iteration 7F: 3 clusters Score -909102.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -909323.500000 Penalty: 848.713501
	Iteration 8Q: 3 clusters Score -909323.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -909408.937500 Penalty: 848.713501
	Iteration 9Q: 3 clusters Score -909408.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -909460.937500 Penalty: 848.713501
	Iteration 10Q: 3 clusters Score -909460.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -909503.062500 Penalty: 848.713501
	Iteration 11Q: 3 clusters Score -909503.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -909533.062500 Penalty: 848.713501
	Iteration 12Q: 3 clusters Score -909533.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -909553.562500 Penalty: 848.713501
	Iteration 13Q: 3 clusters Score -909553.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -909567.500000 Penalty: 848.713501
	Iteration 14Q: 3 clusters Score -909567.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -909581.000000 Penalty: 848.713501
	Iteration 15Q: 3 clusters Score -909581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -909598.000000 Penalty: 848.713501
	Iteration 16Q: 3 clusters Score -909598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -909617.062500 Penalty: 848.713501
	Iteration 17Q: 3 clusters Score -909617.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -909635.562500 Penalty: 848.713501
	Iteration 18Q: 3 clusters Score -909635.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -909654.562500 Penalty: 848.713501
	Iteration 19Q: 3 clusters Score -909654.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -909671.125000 Penalty: 848.713501
	Iteration 20F: 3 clusters Score -909671.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -909687.687500 Penalty: 848.713501
	Iteration 21Q: 3 clusters Score -909687.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -909713.437500 Penalty: 848.713501
	Iteration 22Q: 3 clusters Score -909713.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -909733.437500 Penalty: 848.713501
	Iteration 23Q: 3 clusters Score -909733.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -909760.250000 Penalty: 848.713501
	Iteration 24Q: 3 clusters Score -909760.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -909790.625000 Penalty: 848.713501
	Iteration 25Q: 3 clusters Score -909790.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -909833.812500 Penalty: 848.713501
	Iteration 26Q: 3 clusters Score -909833.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -909873.375000 Penalty: 848.713501
	Iteration 27Q: 3 clusters Score -909873.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -909917.125000 Penalty: 848.713501
	Iteration 28Q: 3 clusters Score -909917.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -909970.500000 Penalty: 848.713501
	Iteration 29Q: 3 clusters Score -909970.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -910042.250000 Penalty: 848.713501
	Iteration 30Q: 3 clusters Score -910042.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -910125.000000 Penalty: 848.713501
	Iteration 31Q: 3 clusters Score -910125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -910174.687500 Penalty: 848.713501
	Iteration 32Q: 3 clusters Score -910174.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -910203.875000 Penalty: 848.713501
	Iteration 33Q: 3 clusters Score -910203.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -910228.750000 Penalty: 848.713501
	Iteration 34Q: 3 clusters Score -910228.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -910249.875000 Penalty: 848.713501
	Iteration 35Q: 3 clusters Score -910249.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -910269.125000 Penalty: 848.713501
	Iteration 36Q: 3 clusters Score -910269.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -910283.562500 Penalty: 848.713501
	Iteration 37Q: 3 clusters Score -910283.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -910289.437500 Penalty: 848.713501
	Iteration 38Q: 3 clusters Score -910289.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -910293.625000 Penalty: 848.713501
	Iteration 39Q: 3 clusters Score -910293.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -910297.187500 Penalty: 848.713501
	Iteration 40F: 3 clusters Score -910297.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -910300.937500 Penalty: 848.713501
	Iteration 41Q: 3 clusters Score -910300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -910302.937500 Penalty: 848.713501
	Iteration 42Q: 3 clusters Score -910302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -910302.250000 Penalty: 848.713501
	Iteration 43Q: 3 clusters Score -910302.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -910308.062500 Penalty: 848.713501
	Iteration 44Q: 3 clusters Score -910308.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -910313.562500 Penalty: 848.713501
	Iteration 45Q: 3 clusters Score -910313.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -910316.312500 Penalty: 848.713501
	Iteration 46Q: 3 clusters Score -910316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -910317.437500 Penalty: 848.713501
	Iteration 47Q: 3 clusters Score -910317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -910315.625000 Penalty: 848.713501
	Iteration 48Q: 3 clusters Score -910315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -910314.687500 Penalty: 848.713501
	Iteration 49Q: 3 clusters Score -910314.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -910317.625000 Penalty: 848.713501
	Iteration 50Q: 3 clusters Score -910317.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -910319.062500 Penalty: 848.713501
	Iteration 51Q: 3 clusters Score -910319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -910318.812500 Penalty: 848.713501
	Iteration 52Q: 3 clusters Score -910318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -910319.500000 Penalty: 848.713501
	Iteration 53Q: 3 clusters Score -910319.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -910319.937500 Penalty: 848.713501
	Iteration 54Q: 3 clusters Score -910319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -910319.750000 Penalty: 848.713501
	Iteration 55Q: 3 clusters Score -910319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -910319.500000 Penalty: 848.713501
	Iteration 56Q: 3 clusters Score -910319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -910319.500000 Penalty: 848.713501
	Iteration 57Q: 3 clusters Score -910319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -910319.562500 Penalty: 848.713501
	Iteration 58Q: 3 clusters Score -910319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -910320.062500 Penalty: 848.713501
	Iteration 59Q: 3 clusters Score -910320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -910320.125000 Penalty: 848.713501
	Iteration 60F: 3 clusters Score -910320.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -910315.125000 Penalty: 848.713501
	Iteration 61Q: 3 clusters Score -910315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -910316.250000 Penalty: 848.713501
	Iteration 62Q: 3 clusters Score -910316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -910317.875000 Penalty: 848.713501
	Iteration 63Q: 3 clusters Score -910317.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -910319.187500 Penalty: 848.713501
	Iteration 64Q: 3 clusters Score -910319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -910317.312500 Penalty: 848.713501
	Iteration 65Q: 3 clusters Score -910317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -910318.625000 Penalty: 848.713501
	Iteration 66Q: 3 clusters Score -910318.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -910319.437500 Penalty: 848.713501
	Iteration 67Q: 3 clusters Score -910319.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -910320.937500 Penalty: 848.713501
	Iteration 68Q: 3 clusters Score -910320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -910324.000000 Penalty: 848.713501
	Iteration 69Q: 3 clusters Score -910324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -910326.625000 Penalty: 848.713501
	Iteration 70Q: 3 clusters Score -910326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -910328.187500 Penalty: 848.713501
	Iteration 71Q: 3 clusters Score -910328.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -910329.437500 Penalty: 848.713501
	Iteration 72Q: 3 clusters Score -910329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -910328.375000 Penalty: 848.713501
	Iteration 73Q: 3 clusters Score -910328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -910332.125000 Penalty: 848.713501
	Iteration 74Q: 3 clusters Score -910332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -910329.687500 Penalty: 848.713501
	Iteration 75Q: 3 clusters Score -910329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -910332.875000 Penalty: 848.713501
	Iteration 76Q: 3 clusters Score -910332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -910331.875000 Penalty: 848.713501
	Iteration 77Q: 3 clusters Score -910331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -910332.250000 Penalty: 848.713501
	Iteration 78Q: 3 clusters Score -910332.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -910330.750000 Penalty: 848.713501
	Iteration 79Q: 3 clusters Score -910330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -910331.312500 Penalty: 848.713501
	Iteration 80F: 3 clusters Score -910331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -910331.875000 Penalty: 848.713501
	Iteration 81Q: 3 clusters Score -910331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -910332.437500 Penalty: 848.713501
	Iteration 82Q: 3 clusters Score -910332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -910332.437500 Penalty: 848.713501
	Iteration 83F: 3 clusters Score -910332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -15807.154297 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15807.15 nChanged 75
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: -15883.380859 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15883.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15903.216797 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15903.22 nChanged 5
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: -15909.516602 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -15909.52 nChanged 4
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: -15914.524414 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15914.52 nChanged 5
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: -15920.441406 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15920.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15924.842773 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15924.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15930.239258 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -15930.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15934.127930 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -15934.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15937.157227 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -15937.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15938.242188 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -15938.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -15939.778320 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -15939.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15941.842773 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -15941.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15941.988281 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -15941.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15941.988281 Penalty: 497.593475
	Iteration 14F: 3 clusters Score -15941.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Entering Unmasked Estep 
Score: -1875991.375000 Penalty: 457.355896
	Iteration 0F: 2 clusters Score -1875991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1861066.875000 Penalty: 914.711792
	Iteration 0F: 3 clusters Score -1861067 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1867578.875000 Penalty: 914.711792
	Iteration 1F: 3 clusters Score -1867579 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1868262.125000 Penalty: 914.711792
	Iteration 2F: 3 clusters Score -1868262 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1869271.000000 Penalty: 914.711792
	Iteration 3F: 3 clusters Score -1869271 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1870886.875000 Penalty: 914.711792
	Iteration 4F: 3 clusters Score -1870887 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1872852.750000 Penalty: 914.711792
	Iteration 5F: 3 clusters Score -1872853 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1874252.500000 Penalty: 914.711792
	Iteration 6F: 3 clusters Score -1874252 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1874776.875000 Penalty: 914.711792
	Iteration 7Q: 3 clusters Score -1874777 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1875057.125000 Penalty: 914.711792
	Iteration 8Q: 3 clusters Score -1875057 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1875262.625000 Penalty: 914.711792
	Iteration 9Q: 3 clusters Score -1875263 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1875420.125000 Penalty: 914.711792
	Iteration 10Q: 3 clusters Score -1875420 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1875556.750000 Penalty: 914.711792
	Iteration 11Q: 3 clusters Score -1875557 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1875658.375000 Penalty: 914.711792
	Iteration 12Q: 3 clusters Score -1875658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1875719.875000 Penalty: 914.711792
	Iteration 13Q: 3 clusters Score -1875720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1875761.875000 Penalty: 914.711792
	Iteration 14Q: 3 clusters Score -1875762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1875790.000000 Penalty: 914.711792
	Iteration 15Q: 3 clusters Score -1875790 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1875823.000000 Penalty: 914.711792
	Iteration 16Q: 3 clusters Score -1875823 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1875831.625000 Penalty: 914.711792
	Iteration 17Q: 3 clusters Score -1875832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1875839.250000 Penalty: 914.711792
	Iteration 18Q: 3 clusters Score -1875839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1875843.375000 Penalty: 914.711792
	Iteration 19Q: 3 clusters Score -1875843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1875846.875000 Penalty: 914.711792
	Iteration 20F: 3 clusters Score -1875847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1875848.750000 Penalty: 914.711792
	Iteration 21Q: 3 clusters Score -1875849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1875847.750000 Penalty: 914.711792
	Iteration 22Q: 3 clusters Score -1875848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1875849.750000 Penalty: 914.711792
	Iteration 23Q: 3 clusters Score -1875850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1875850.875000 Penalty: 914.711792
	Iteration 24Q: 3 clusters Score -1875851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1875851.875000 Penalty: 914.711792
	Iteration 25Q: 3 clusters Score -1875852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1875850.875000 Penalty: 914.711792
	Iteration 26Q: 3 clusters Score -1875851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1875851.250000 Penalty: 914.711792
	Iteration 27Q: 3 clusters Score -1875851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1875852.000000 Penalty: 914.711792
	Iteration 28Q: 3 clusters Score -1875852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1875854.375000 Penalty: 914.711792
	Iteration 29Q: 3 clusters Score -1875854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1875853.125000 Penalty: 914.711792
	Iteration 30Q: 3 clusters Score -1875853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1875853.250000 Penalty: 914.711792
	Iteration 31Q: 3 clusters Score -1875853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1875852.250000 Penalty: 914.711792
	Iteration 32Q: 3 clusters Score -1875852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1875851.875000 Penalty: 914.711792
	Iteration 33Q: 3 clusters Score -1875852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1875851.875000 Penalty: 914.711792
	Iteration 34F: 3 clusters Score -1875852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -71738.171875 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -71738.17 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 472 members 
Entering Unmasked Estep 
Score: -71005.390625 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -71005.39 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71206.289062 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -71206.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -71257.554688 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -71257.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71288.406250 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -71288.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71308.812500 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -71308.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71324.054688 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -71324.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71340.585938 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -71340.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71355.304688 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -71355.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71360.531250 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -71360.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71365.687500 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -71365.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71371.281250 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -71371.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71376.632812 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -71376.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71379.882812 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -71379.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71384.226562 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -71384.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71388.703125 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -71388.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71392.062500 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -71392.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71396.437500 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -71396.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71402.140625 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -71402.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71412.359375 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -71412.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71419.671875 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -71419.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71423.578125 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -71423.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71427.156250 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -71427.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71429.171875 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -71429.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71429.820312 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -71429.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71430.578125 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -71430.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71431.742188 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -71431.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71433.046875 Penalty: 620.522095
	Iteration 26Q: 3 clusters Score -71433.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71433.992188 Penalty: 620.522095
	Iteration 27Q: 3 clusters Score -71433.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71434.593750 Penalty: 620.522095
	Iteration 28Q: 3 clusters Score -71434.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71434.882812 Penalty: 620.522095
	Iteration 29Q: 3 clusters Score -71434.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71434.882812 Penalty: 620.522095
	Iteration 30F: 3 clusters Score -71434.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -441230.406250 Penalty: 390.440338
	Iteration 0F: 2 clusters Score -441230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -437699.000000 Penalty: 780.880676
	Iteration 0F: 3 clusters Score -437699 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -438998.531250 Penalty: 780.880676
	Iteration 1F: 3 clusters Score -438998.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -439110.281250 Penalty: 780.880676
	Iteration 2F: 3 clusters Score -439110.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -439264.437500 Penalty: 780.880676
	Iteration 3F: 3 clusters Score -439264.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -439423.000000 Penalty: 780.880676
	Iteration 4F: 3 clusters Score -439423 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -439591.156250 Penalty: 780.880676
	Iteration 5F: 3 clusters Score -439591.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -439751.812500 Penalty: 780.880676
	Iteration 6F: 3 clusters Score -439751.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -439919.937500 Penalty: 780.880676
	Iteration 7Q: 3 clusters Score -439919.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -440069.093750 Penalty: 780.880676
	Iteration 8Q: 3 clusters Score -440069.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -440228.468750 Penalty: 780.880676
	Iteration 9Q: 3 clusters Score -440228.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -440342.937500 Penalty: 780.880676
	Iteration 10Q: 3 clusters Score -440342.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -440449.656250 Penalty: 780.880676
	Iteration 11Q: 3 clusters Score -440449.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -440558.468750 Penalty: 780.880676
	Iteration 12Q: 3 clusters Score -440558.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -440645.156250 Penalty: 780.880676
	Iteration 13Q: 3 clusters Score -440645.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -440715.906250 Penalty: 780.880676
	Iteration 14Q: 3 clusters Score -440715.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -440767.250000 Penalty: 780.880676
	Iteration 15Q: 3 clusters Score -440767.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -440802.156250 Penalty: 780.880676
	Iteration 16Q: 3 clusters Score -440802.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -440820.656250 Penalty: 780.880676
	Iteration 17Q: 3 clusters Score -440820.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -440841.531250 Penalty: 780.880676
	Iteration 18Q: 3 clusters Score -440841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -440854.218750 Penalty: 780.880676
	Iteration 19Q: 3 clusters Score -440854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -440871.718750 Penalty: 780.880676
	Iteration 20F: 3 clusters Score -440871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -440881.187500 Penalty: 780.880676
	Iteration 21Q: 3 clusters Score -440881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -440882.781250 Penalty: 780.880676
	Iteration 22Q: 3 clusters Score -440882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -440883.843750 Penalty: 780.880676
	Iteration 23Q: 3 clusters Score -440883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -440883.843750 Penalty: 780.880676
	Iteration 24F: 3 clusters Score -440883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11494.873047 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11494.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11617.597656 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11617.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11641.727539 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11641.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11652.505859 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11652.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11662.041016 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11662.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11669.542969 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11669.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11674.667969 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11674.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11674.667969 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11674.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -147014.500000 Penalty: 343.387329
	Iteration 0F: 2 clusters Score -147014.5 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 958 members 
Entering Unmasked Estep 
Score: -145625.765625 Penalty: 686.774658
	Iteration 0F: 3 clusters Score -145625.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146110.625000 Penalty: 686.774658
	Iteration 1F: 3 clusters Score -146110.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -146171.484375 Penalty: 686.774658
	Iteration 2F: 3 clusters Score -146171.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -146211.437500 Penalty: 686.774658
	Iteration 3Q: 3 clusters Score -146211.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146256.375000 Penalty: 686.774658
	Iteration 4Q: 3 clusters Score -146256.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -146301.890625 Penalty: 686.774658
	Iteration 5Q: 3 clusters Score -146301.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -146333.062500 Penalty: 686.774658
	Iteration 6Q: 3 clusters Score -146333.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -146359.031250 Penalty: 686.774658
	Iteration 7Q: 3 clusters Score -146359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -146395.843750 Penalty: 686.774658
	Iteration 8Q: 3 clusters Score -146395.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -146423.531250 Penalty: 686.774658
	Iteration 9Q: 3 clusters Score -146423.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -146439.546875 Penalty: 686.774658
	Iteration 10Q: 3 clusters Score -146439.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -146454.843750 Penalty: 686.774658
	Iteration 11Q: 3 clusters Score -146454.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -146469.218750 Penalty: 686.774658
	Iteration 12Q: 3 clusters Score -146469.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -146480.484375 Penalty: 686.774658
	Iteration 13Q: 3 clusters Score -146480.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -146490.109375 Penalty: 686.774658
	Iteration 14Q: 3 clusters Score -146490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -146497.031250 Penalty: 686.774658
	Iteration 15Q: 3 clusters Score -146497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -146505.359375 Penalty: 686.774658
	Iteration 16Q: 3 clusters Score -146505.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -146518.328125 Penalty: 686.774658
	Iteration 17Q: 3 clusters Score -146518.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146534.609375 Penalty: 686.774658
	Iteration 18Q: 3 clusters Score -146534.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -146546.515625 Penalty: 686.774658
	Iteration 19Q: 3 clusters Score -146546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -146556.000000 Penalty: 686.774658
	Iteration 20F: 3 clusters Score -146556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -146559.953125 Penalty: 686.774658
	Iteration 21Q: 3 clusters Score -146560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146563.812500 Penalty: 686.774658
	Iteration 22Q: 3 clusters Score -146563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -146567.921875 Penalty: 686.774658
	Iteration 23Q: 3 clusters Score -146567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -146569.390625 Penalty: 686.774658
	Iteration 24Q: 3 clusters Score -146569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -146571.609375 Penalty: 686.774658
	Iteration 25Q: 3 clusters Score -146571.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -146574.468750 Penalty: 686.774658
	Iteration 26Q: 3 clusters Score -146574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -146576.843750 Penalty: 686.774658
	Iteration 27Q: 3 clusters Score -146576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -146579.234375 Penalty: 686.774658
	Iteration 28Q: 3 clusters Score -146579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -146582.390625 Penalty: 686.774658
	Iteration 29Q: 3 clusters Score -146582.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -146585.234375 Penalty: 686.774658
	Iteration 30Q: 3 clusters Score -146585.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -146589.531250 Penalty: 686.774658
	Iteration 31Q: 3 clusters Score -146589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -146593.484375 Penalty: 686.774658
	Iteration 32Q: 3 clusters Score -146593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -146598.578125 Penalty: 686.774658
	Iteration 33Q: 3 clusters Score -146598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -146602.781250 Penalty: 686.774658
	Iteration 34Q: 3 clusters Score -146602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -146608.968750 Penalty: 686.774658
	Iteration 35Q: 3 clusters Score -146609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -146614.171875 Penalty: 686.774658
	Iteration 36Q: 3 clusters Score -146614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -146617.234375 Penalty: 686.774658
	Iteration 37Q: 3 clusters Score -146617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -146619.187500 Penalty: 686.774658
	Iteration 38Q: 3 clusters Score -146619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -146620.390625 Penalty: 686.774658
	Iteration 39Q: 3 clusters Score -146620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -146622.812500 Penalty: 686.774658
	Iteration 40F: 3 clusters Score -146622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -146626.234375 Penalty: 686.774658
	Iteration 41Q: 3 clusters Score -146626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -146629.968750 Penalty: 686.774658
	Iteration 42Q: 3 clusters Score -146630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -146634.515625 Penalty: 686.774658
	Iteration 43Q: 3 clusters Score -146634.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -146640.765625 Penalty: 686.774658
	Iteration 44Q: 3 clusters Score -146640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -146643.343750 Penalty: 686.774658
	Iteration 45Q: 3 clusters Score -146643.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -146648.671875 Penalty: 686.774658
	Iteration 46Q: 3 clusters Score -146648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -146653.015625 Penalty: 686.774658
	Iteration 47Q: 3 clusters Score -146653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -146660.437500 Penalty: 686.774658
	Iteration 48Q: 3 clusters Score -146660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -146668.921875 Penalty: 686.774658
	Iteration 49Q: 3 clusters Score -146668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -146672.500000 Penalty: 686.774658
	Iteration 50Q: 3 clusters Score -146672.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -146678.578125 Penalty: 686.774658
	Iteration 51Q: 3 clusters Score -146678.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -146687.875000 Penalty: 686.774658
	Iteration 52Q: 3 clusters Score -146687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -146696.250000 Penalty: 686.774658
	Iteration 53Q: 3 clusters Score -146696.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -146702.656250 Penalty: 686.774658
	Iteration 54Q: 3 clusters Score -146702.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -146707.125000 Penalty: 686.774658
	Iteration 55Q: 3 clusters Score -146707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -146708.375000 Penalty: 686.774658
	Iteration 56Q: 3 clusters Score -146708.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -146711.546875 Penalty: 686.774658
	Iteration 57Q: 3 clusters Score -146711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -146713.312500 Penalty: 686.774658
	Iteration 58Q: 3 clusters Score -146713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -146717.859375 Penalty: 686.774658
	Iteration 59Q: 3 clusters Score -146717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -146718.468750 Penalty: 686.774658
	Iteration 60F: 3 clusters Score -146718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -146718.734375 Penalty: 686.774658
	Iteration 61Q: 3 clusters Score -146718.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -146719.343750 Penalty: 686.774658
	Iteration 62Q: 3 clusters Score -146719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -146720.484375 Penalty: 686.774658
	Iteration 63Q: 3 clusters Score -146720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -146722.296875 Penalty: 686.774658
	Iteration 64Q: 3 clusters Score -146722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -146725.390625 Penalty: 686.774658
	Iteration 65Q: 3 clusters Score -146725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -146727.593750 Penalty: 686.774658
	Iteration 66Q: 3 clusters Score -146727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -146730.875000 Penalty: 686.774658
	Iteration 67Q: 3 clusters Score -146730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -146732.609375 Penalty: 686.774658
	Iteration 68Q: 3 clusters Score -146732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -146732.703125 Penalty: 686.774658
	Iteration 69Q: 3 clusters Score -146732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -146733.453125 Penalty: 686.774658
	Iteration 70Q: 3 clusters Score -146733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -146734.406250 Penalty: 686.774658
	Iteration 71Q: 3 clusters Score -146734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -146735.500000 Penalty: 686.774658
	Iteration 72Q: 3 clusters Score -146735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -146736.250000 Penalty: 686.774658
	Iteration 73Q: 3 clusters Score -146736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -146736.250000 Penalty: 686.774658
	Iteration 74F: 3 clusters Score -146736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 117 members 
Entering Unmasked Estep 
Score: -16728.826172 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16728.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16809.898438 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16822.570312 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16822.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16832.390625 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16832.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16841.007812 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16841.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16845.250000 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16845.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16847.988281 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16847.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16849.212891 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16849.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16851.173828 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -16851.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16851.642578 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -16851.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16851.642578 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -16851.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 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 278 members 
Entering Unmasked Estep 
Score: -38741.406250 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38741.41 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38868.269531 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38868.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38901.933594 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38901.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38919.031250 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -38919.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38932.777344 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38932.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38937.378906 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38937.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -38940.652344 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38940.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38940.949219 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38940.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38942.394531 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38942.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38945.539062 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38945.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38948.867188 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -38948.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38951.332031 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -38951.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38951.574219 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -38951.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38951.574219 Penalty: 572.701172
	Iteration 13F: 3 clusters Score -38951.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -142429.609375 Penalty: 340.538788
	Iteration 0F: 2 clusters Score -142429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141094.437500 Penalty: 681.077576
	Iteration 0F: 3 clusters Score -141094.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141516.046875 Penalty: 681.077576
	Iteration 1F: 3 clusters Score -141516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -141576.828125 Penalty: 681.077576
	Iteration 2F: 3 clusters Score -141576.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -141635.359375 Penalty: 681.077576
	Iteration 3F: 3 clusters Score -141635.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -141687.843750 Penalty: 681.077576
	Iteration 4F: 3 clusters Score -141687.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141734.421875 Penalty: 681.077576
	Iteration 5Q: 3 clusters Score -141734.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -141776.437500 Penalty: 681.077576
	Iteration 6Q: 3 clusters Score -141776.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -141821.750000 Penalty: 681.077576
	Iteration 7Q: 3 clusters Score -141821.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -141870.281250 Penalty: 681.077576
	Iteration 8Q: 3 clusters Score -141870.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -141918.828125 Penalty: 681.077576
	Iteration 9Q: 3 clusters Score -141918.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -141971.359375 Penalty: 681.077576
	Iteration 10Q: 3 clusters Score -141971.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -142010.937500 Penalty: 681.077576
	Iteration 11Q: 3 clusters Score -142010.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -142036.140625 Penalty: 681.077576
	Iteration 12Q: 3 clusters Score -142036.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142047.203125 Penalty: 681.077576
	Iteration 13Q: 3 clusters Score -142047.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -142053.812500 Penalty: 681.077576
	Iteration 14Q: 3 clusters Score -142053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -142059.796875 Penalty: 681.077576
	Iteration 15Q: 3 clusters Score -142059.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142065.781250 Penalty: 681.077576
	Iteration 16Q: 3 clusters Score -142065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -142072.015625 Penalty: 681.077576
	Iteration 17Q: 3 clusters Score -142072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -142079.796875 Penalty: 681.077576
	Iteration 18Q: 3 clusters Score -142079.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -142089.515625 Penalty: 681.077576
	Iteration 19Q: 3 clusters Score -142089.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142099.281250 Penalty: 681.077576
	Iteration 20F: 3 clusters Score -142099.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142110.250000 Penalty: 681.077576
	Iteration 21Q: 3 clusters Score -142110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142119.546875 Penalty: 681.077576
	Iteration 22Q: 3 clusters Score -142119.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -142127.000000 Penalty: 681.077576
	Iteration 23Q: 3 clusters Score -142127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142136.062500 Penalty: 681.077576
	Iteration 24Q: 3 clusters Score -142136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -142145.000000 Penalty: 681.077576
	Iteration 25Q: 3 clusters Score -142145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142151.500000 Penalty: 681.077576
	Iteration 26Q: 3 clusters Score -142151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -142158.609375 Penalty: 681.077576
	Iteration 27Q: 3 clusters Score -142158.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142167.015625 Penalty: 681.077576
	Iteration 28Q: 3 clusters Score -142167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -142174.062500 Penalty: 681.077576
	Iteration 29Q: 3 clusters Score -142174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -142177.359375 Penalty: 681.077576
	Iteration 30Q: 3 clusters Score -142177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142178.453125 Penalty: 681.077576
	Iteration 31Q: 3 clusters Score -142178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142179.515625 Penalty: 681.077576
	Iteration 32Q: 3 clusters Score -142179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142180.265625 Penalty: 681.077576
	Iteration 33Q: 3 clusters Score -142180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142181.187500 Penalty: 681.077576
	Iteration 34Q: 3 clusters Score -142181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142181.968750 Penalty: 681.077576
	Iteration 35Q: 3 clusters Score -142182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142182.187500 Penalty: 681.077576
	Iteration 36Q: 3 clusters Score -142182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142182.593750 Penalty: 681.077576
	Iteration 37Q: 3 clusters Score -142182.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142182.593750 Penalty: 681.077576
	Iteration 38F: 3 clusters Score -142182.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Entering Unmasked Estep 
Score: -1701566.625000 Penalty: 452.698425
	Iteration 0F: 2 clusters Score -1701567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1687896.125000 Penalty: 905.396851
	Iteration 0F: 3 clusters Score -1687896 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1694368.125000 Penalty: 905.396851
	Iteration 1F: 3 clusters Score -1694368 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1695275.750000 Penalty: 905.396851
	Iteration 2F: 3 clusters Score -1695276 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1696507.250000 Penalty: 905.396851
	Iteration 3F: 3 clusters Score -1696507 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1697677.500000 Penalty: 905.396851
	Iteration 4F: 3 clusters Score -1697678 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1698669.000000 Penalty: 905.396851
	Iteration 5F: 3 clusters Score -1698669 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1699504.125000 Penalty: 905.396851
	Iteration 6F: 3 clusters Score -1699504 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1700196.375000 Penalty: 905.396851
	Iteration 7Q: 3 clusters Score -1700196 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1700683.000000 Penalty: 905.396851
	Iteration 8Q: 3 clusters Score -1700683 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -1700948.625000 Penalty: 905.396851
	Iteration 9Q: 3 clusters Score -1700949 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1701072.750000 Penalty: 905.396851
	Iteration 10Q: 3 clusters Score -1701073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -1701130.125000 Penalty: 905.396851
	Iteration 11Q: 3 clusters Score -1701130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1701163.125000 Penalty: 905.396851
	Iteration 12Q: 3 clusters Score -1701163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1701182.500000 Penalty: 905.396851
	Iteration 13Q: 3 clusters Score -1701182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -1701193.250000 Penalty: 905.396851
	Iteration 14Q: 3 clusters Score -1701193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -1701194.750000 Penalty: 905.396851
	Iteration 15Q: 3 clusters Score -1701195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1701195.125000 Penalty: 905.396851
	Iteration 16Q: 3 clusters Score -1701195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1701195.125000 Penalty: 905.396851
	Iteration 17F: 3 clusters Score -1701195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -278822.687500 Penalty: 370.384369
	Iteration 0F: 2 clusters Score -278822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -276435.343750 Penalty: 740.768738
	Iteration 0F: 3 clusters Score -276435.3 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -277226.875000 Penalty: 740.768738
	Iteration 1F: 3 clusters Score -277226.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -277338.312500 Penalty: 740.768738
	Iteration 2F: 3 clusters Score -277338.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277461.093750 Penalty: 740.768738
	Iteration 3F: 3 clusters Score -277461.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -277600.281250 Penalty: 740.768738
	Iteration 4F: 3 clusters Score -277600.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -277786.343750 Penalty: 740.768738
	Iteration 5F: 3 clusters Score -277786.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -277992.875000 Penalty: 740.768738
	Iteration 6F: 3 clusters Score -277992.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -278165.875000 Penalty: 740.768738
	Iteration 7F: 3 clusters Score -278165.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -278304.406250 Penalty: 740.768738
	Iteration 8Q: 3 clusters Score -278304.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -278404.375000 Penalty: 740.768738
	Iteration 9Q: 3 clusters Score -278404.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -278455.218750 Penalty: 740.768738
	Iteration 10Q: 3 clusters Score -278455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -278485.625000 Penalty: 740.768738
	Iteration 11Q: 3 clusters Score -278485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -278497.875000 Penalty: 740.768738
	Iteration 12Q: 3 clusters Score -278497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -278501.625000 Penalty: 740.768738
	Iteration 13Q: 3 clusters Score -278501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -278507.937500 Penalty: 740.768738
	Iteration 14Q: 3 clusters Score -278507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -278509.625000 Penalty: 740.768738
	Iteration 15Q: 3 clusters Score -278509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -278511.906250 Penalty: 740.768738
	Iteration 16Q: 3 clusters Score -278511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -278512.843750 Penalty: 740.768738
	Iteration 17Q: 3 clusters Score -278512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -278513.125000 Penalty: 740.768738
	Iteration 18Q: 3 clusters Score -278513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -278513.593750 Penalty: 740.768738
	Iteration 19Q: 3 clusters Score -278513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -278513.593750 Penalty: 740.768738
	Iteration 20F: 3 clusters Score -278513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -236706.234375 Penalty: 367.083801
	Iteration 0F: 2 clusters Score -236706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -234505.187500 Penalty: 734.167603
	Iteration 0F: 3 clusters Score -234505.2 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -235283.125000 Penalty: 734.167603
	Iteration 1F: 3 clusters Score -235283.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -235376.109375 Penalty: 734.167603
	Iteration 2F: 3 clusters Score -235376.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -235465.531250 Penalty: 734.167603
	Iteration 3F: 3 clusters Score -235465.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -235549.593750 Penalty: 734.167603
	Iteration 4Q: 3 clusters Score -235549.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -235652.125000 Penalty: 734.167603
	Iteration 5F: 3 clusters Score -235652.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -235773.937500 Penalty: 734.167603
	Iteration 6F: 3 clusters Score -235773.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -235916.078125 Penalty: 734.167603
	Iteration 7F: 3 clusters Score -235916.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -236084.468750 Penalty: 734.167603
	Iteration 8F: 3 clusters Score -236084.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -236210.687500 Penalty: 734.167603
	Iteration 9Q: 3 clusters Score -236210.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -236293.953125 Penalty: 734.167603
	Iteration 10Q: 3 clusters Score -236294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -236333.953125 Penalty: 734.167603
	Iteration 11Q: 3 clusters Score -236334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -236358.015625 Penalty: 734.167603
	Iteration 12Q: 3 clusters Score -236358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -236374.765625 Penalty: 734.167603
	Iteration 13Q: 3 clusters Score -236374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -236387.125000 Penalty: 734.167603
	Iteration 14Q: 3 clusters Score -236387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -236393.296875 Penalty: 734.167603
	Iteration 15Q: 3 clusters Score -236393.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -236393.156250 Penalty: 734.167603
	Iteration 16Q: 3 clusters Score -236393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -236394.046875 Penalty: 734.167603
	Iteration 17Q: 3 clusters Score -236394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -236394.046875 Penalty: 734.167603
	Iteration 18F: 3 clusters Score -236394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5602.366211 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5602.366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5700.068848 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5700.069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5726.802734 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5726.803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5737.515137 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5737.515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5759.537598 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5759.538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5769.738770 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5769.739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5782.102051 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -5782.102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5794.058594 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -5794.059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5804.647461 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -5804.647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5804.647461 Penalty: 454.746338
	Iteration 9F: 3 clusters Score -5804.647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (29406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Entering Unmasked Estep 
Score: -2375726.000000 Penalty: 468.147400
	Iteration 0F: 2 clusters Score -2375726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2357719.500000 Penalty: 936.294800
	Iteration 0F: 3 clusters Score -2357720 nChanged 14043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2366379.250000 Penalty: 936.294800
	Iteration 1F: 3 clusters Score -2366379 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2367057.500000 Penalty: 936.294800
	Iteration 2Q: 3 clusters Score -2367058 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2368184.250000 Penalty: 936.294800
	Iteration 3F: 3 clusters Score -2368184 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2370069.750000 Penalty: 936.294800
	Iteration 4F: 3 clusters Score -2370070 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2372425.500000 Penalty: 936.294800
	Iteration 5F: 3 clusters Score -2372426 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2374053.750000 Penalty: 936.294800
	Iteration 6F: 3 clusters Score -2374054 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2374786.000000 Penalty: 936.294800
	Iteration 7Q: 3 clusters Score -2374786 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2375184.500000 Penalty: 936.294800
	Iteration 8Q: 3 clusters Score -2375184 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2375555.500000 Penalty: 936.294800
	Iteration 9Q: 3 clusters Score -2375556 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2375799.250000 Penalty: 936.294800
	Iteration 10Q: 3 clusters Score -2375799 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2375989.250000 Penalty: 936.294800
	Iteration 11Q: 3 clusters Score -2375989 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2376155.750000 Penalty: 936.294800
	Iteration 12Q: 3 clusters Score -2376156 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2376265.250000 Penalty: 936.294800
	Iteration 13Q: 3 clusters Score -2376265 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2376316.250000 Penalty: 936.294800
	Iteration 14Q: 3 clusters Score -2376316 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2376368.500000 Penalty: 936.294800
	Iteration 15Q: 3 clusters Score -2376368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2376396.250000 Penalty: 936.294800
	Iteration 16Q: 3 clusters Score -2376396 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2376421.000000 Penalty: 936.294800
	Iteration 17Q: 3 clusters Score -2376421 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2376452.750000 Penalty: 936.294800
	Iteration 18Q: 3 clusters Score -2376453 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2376497.500000 Penalty: 936.294800
	Iteration 19Q: 3 clusters Score -2376498 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2376532.000000 Penalty: 936.294800
	Iteration 20F: 3 clusters Score -2376532 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2376557.500000 Penalty: 936.294800
	Iteration 21Q: 3 clusters Score -2376558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2376582.750000 Penalty: 936.294800
	Iteration 22Q: 3 clusters Score -2376583 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2376577.250000 Penalty: 936.294800
	Iteration 23Q: 3 clusters Score -2376577 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2376570.250000 Penalty: 936.294800
	Iteration 24Q: 3 clusters Score -2376570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2376558.000000 Penalty: 936.294800
	Iteration 25Q: 3 clusters Score -2376558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2376549.250000 Penalty: 936.294800
	Iteration 26Q: 3 clusters Score -2376549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2376536.500000 Penalty: 936.294800
	Iteration 27Q: 3 clusters Score -2376536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2376532.000000 Penalty: 936.294800
	Iteration 28Q: 3 clusters Score -2376532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2376522.500000 Penalty: 936.294800
	Iteration 29Q: 3 clusters Score -2376522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2376509.250000 Penalty: 936.294800
	Iteration 30Q: 3 clusters Score -2376509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2376509.000000 Penalty: 936.294800
	Iteration 31Q: 3 clusters Score -2376509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2376508.750000 Penalty: 936.294800
	Iteration 32Q: 3 clusters Score -2376509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2376509.000000 Penalty: 936.294800
	Iteration 33Q: 3 clusters Score -2376509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2376503.250000 Penalty: 936.294800
	Iteration 34Q: 3 clusters Score -2376503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2376504.250000 Penalty: 936.294800
	Iteration 35Q: 3 clusters Score -2376504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2376502.000000 Penalty: 936.294800
	Iteration 36Q: 3 clusters Score -2376502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2376500.500000 Penalty: 936.294800
	Iteration 37Q: 3 clusters Score -2376500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2376498.750000 Penalty: 936.294800
	Iteration 38Q: 3 clusters Score -2376499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2376497.500000 Penalty: 936.294800
	Iteration 39Q: 3 clusters Score -2376498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2376497.500000 Penalty: 936.294800
	Iteration 40F: 3 clusters Score -2376498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23430 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5976 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 30945 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
Score: -42182108.000000 Penalty: 46951.042969
Splitting cluster 64 changes total score from -42181632.000000 to -42182108.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 65 (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: -65185.195312 Penalty: 311.680756
	Iteration 0F: 2 clusters Score -65185.2 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 462 members 
Entering Unmasked Estep 
Score: -64416.332031 Penalty: 623.361511
	Iteration 0F: 3 clusters Score -64416.33 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -64731.460938 Penalty: 623.361511
	Iteration 1F: 3 clusters Score -64731.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64832.699219 Penalty: 623.361511
	Iteration 2F: 3 clusters Score -64832.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64905.714844 Penalty: 623.361511
	Iteration 3F: 3 clusters Score -64905.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -64966.800781 Penalty: 623.361511
	Iteration 4F: 3 clusters Score -64966.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65001.175781 Penalty: 623.361511
	Iteration 5Q: 3 clusters Score -65001.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65019.718750 Penalty: 623.361511
	Iteration 6Q: 3 clusters Score -65019.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65029.335938 Penalty: 623.361511
	Iteration 7Q: 3 clusters Score -65029.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65033.023438 Penalty: 623.361511
	Iteration 8Q: 3 clusters Score -65033.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65037.113281 Penalty: 623.361511
	Iteration 9Q: 3 clusters Score -65037.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65038.937500 Penalty: 623.361511
	Iteration 10Q: 3 clusters Score -65038.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -65040.023438 Penalty: 623.361511
	Iteration 11Q: 3 clusters Score -65040.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65040.339844 Penalty: 623.361511
	Iteration 12Q: 3 clusters Score -65040.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65040.914062 Penalty: 623.361511
	Iteration 13Q: 3 clusters Score -65040.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65040.914062 Penalty: 623.361511
	Iteration 14F: 3 clusters Score -65040.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (13881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Entering Unmasked Estep 
Score: -1137444.000000 Penalty: 433.991577
	Iteration 0F: 2 clusters Score -1137444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1128186.750000 Penalty: 867.983154
	Iteration 0F: 3 clusters Score -1128187 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1132285.250000 Penalty: 867.983154
	Iteration 1F: 3 clusters Score -1132285 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1132601.125000 Penalty: 867.983154
	Iteration 2F: 3 clusters Score -1132601 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1132971.500000 Penalty: 867.983154
	Iteration 3F: 3 clusters Score -1132972 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1133451.000000 Penalty: 867.983154
	Iteration 4F: 3 clusters Score -1133451 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1134065.750000 Penalty: 867.983154
	Iteration 5F: 3 clusters Score -1134066 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1134778.250000 Penalty: 867.983154
	Iteration 6F: 3 clusters Score -1134778 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1135457.500000 Penalty: 867.983154
	Iteration 7F: 3 clusters Score -1135458 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1136103.500000 Penalty: 867.983154
	Iteration 8F: 3 clusters Score -1136104 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1136528.875000 Penalty: 867.983154
	Iteration 9Q: 3 clusters Score -1136529 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1136759.000000 Penalty: 867.983154
	Iteration 10Q: 3 clusters Score -1136759 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1136895.000000 Penalty: 867.983154
	Iteration 11Q: 3 clusters Score -1136895 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1136968.125000 Penalty: 867.983154
	Iteration 12Q: 3 clusters Score -1136968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1137011.000000 Penalty: 867.983154
	Iteration 13Q: 3 clusters Score -1137011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1137036.125000 Penalty: 867.983154
	Iteration 14Q: 3 clusters Score -1137036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1137041.750000 Penalty: 867.983154
	Iteration 15Q: 3 clusters Score -1137042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1137051.750000 Penalty: 867.983154
	Iteration 16Q: 3 clusters Score -1137052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1137055.375000 Penalty: 867.983154
	Iteration 17Q: 3 clusters Score -1137055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1137060.000000 Penalty: 867.983154
	Iteration 18Q: 3 clusters Score -1137060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1137058.875000 Penalty: 867.983154
	Iteration 19Q: 3 clusters Score -1137059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1137058.875000 Penalty: 867.983154
	Iteration 20F: 3 clusters Score -1137059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -686275.562500 Penalty: 410.680145
	Iteration 0F: 2 clusters Score -686275.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -680650.750000 Penalty: 821.360291
	Iteration 0F: 3 clusters Score -680650.8 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -682744.937500 Penalty: 821.360291
	Iteration 1F: 3 clusters Score -682744.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -682831.687500 Penalty: 821.360291
	Iteration 2Q: 3 clusters Score -682831.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -682935.750000 Penalty: 821.360291
	Iteration 3Q: 3 clusters Score -682935.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -683046.875000 Penalty: 821.360291
	Iteration 4Q: 3 clusters Score -683046.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -683196.312500 Penalty: 821.360291
	Iteration 5Q: 3 clusters Score -683196.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -683398.000000 Penalty: 821.360291
	Iteration 6Q: 3 clusters Score -683398 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -683676.562500 Penalty: 821.360291
	Iteration 7Q: 3 clusters Score -683676.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -684048.125000 Penalty: 821.360291
	Iteration 8F: 3 clusters Score -684048.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -684414.500000 Penalty: 821.360291
	Iteration 9F: 3 clusters Score -684414.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -684640.000000 Penalty: 821.360291
	Iteration 10Q: 3 clusters Score -684640 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -684762.812500 Penalty: 821.360291
	Iteration 11Q: 3 clusters Score -684762.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -684866.687500 Penalty: 821.360291
	Iteration 12Q: 3 clusters Score -684866.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -684960.250000 Penalty: 821.360291
	Iteration 13Q: 3 clusters Score -684960.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -685055.250000 Penalty: 821.360291
	Iteration 14Q: 3 clusters Score -685055.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -685138.750000 Penalty: 821.360291
	Iteration 15Q: 3 clusters Score -685138.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -685217.187500 Penalty: 821.360291
	Iteration 16Q: 3 clusters Score -685217.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -685310.500000 Penalty: 821.360291
	Iteration 17Q: 3 clusters Score -685310.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -685397.687500 Penalty: 821.360291
	Iteration 18Q: 3 clusters Score -685397.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -685492.062500 Penalty: 821.360291
	Iteration 19Q: 3 clusters Score -685492.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -685585.062500 Penalty: 821.360291
	Iteration 20F: 3 clusters Score -685585.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -685683.812500 Penalty: 821.360291
	Iteration 21Q: 3 clusters Score -685683.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -685769.250000 Penalty: 821.360291
	Iteration 22Q: 3 clusters Score -685769.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -685837.312500 Penalty: 821.360291
	Iteration 23Q: 3 clusters Score -685837.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -685869.062500 Penalty: 821.360291
	Iteration 24Q: 3 clusters Score -685869.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -685878.125000 Penalty: 821.360291
	Iteration 25Q: 3 clusters Score -685878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -685885.625000 Penalty: 821.360291
	Iteration 26Q: 3 clusters Score -685885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -685894.000000 Penalty: 821.360291
	Iteration 27Q: 3 clusters Score -685894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -685895.000000 Penalty: 821.360291
	Iteration 28Q: 3 clusters Score -685895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -685897.250000 Penalty: 821.360291
	Iteration 29Q: 3 clusters Score -685897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -685898.000000 Penalty: 821.360291
	Iteration 30Q: 3 clusters Score -685898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -685898.000000 Penalty: 821.360291
	Iteration 31F: 3 clusters Score -685898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19439.173828 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -19439.17 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 154 members 
Entering Unmasked Estep 
Score: -19106.414062 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -19106.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19222.308594 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -19222.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19248.203125 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -19248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19257.357422 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -19257.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19265.576172 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -19265.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19268.871094 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -19268.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19269.119141 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -19269.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19269.119141 Penalty: 523.484131
	Iteration 7F: 3 clusters Score -19269.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 128 members 
Entering Unmasked Estep 
Score: -12563.069336 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12563.07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12660.231445 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12660.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12693.022461 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12693.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12716.264648 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -12716.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12747.357422 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12747.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12781.845703 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12781.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12815.597656 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12828.087891 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12828.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12834.250977 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12834.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12838.436523 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12838.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12839.411133 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -12839.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12839.411133 Penalty: 503.897430
	Iteration 11F: 3 clusters Score -12839.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (30945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Entering Unmasked Estep 
Score: -2511718.750000 Penalty: 470.468475
	Iteration 0F: 2 clusters Score -2511719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2492750.250000 Penalty: 940.936951
	Iteration 0F: 3 clusters Score -2492750 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2502354.000000 Penalty: 940.936951
	Iteration 1F: 3 clusters Score -2502354 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2503454.250000 Penalty: 940.936951
	Iteration 2F: 3 clusters Score -2503454 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2505250.500000 Penalty: 940.936951
	Iteration 3F: 3 clusters Score -2505250 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2507384.250000 Penalty: 940.936951
	Iteration 4F: 3 clusters Score -2507384 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2509175.750000 Penalty: 940.936951
	Iteration 5F: 3 clusters Score -2509176 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2510260.750000 Penalty: 940.936951
	Iteration 6Q: 3 clusters Score -2510261 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2510933.250000 Penalty: 940.936951
	Iteration 7Q: 3 clusters Score -2510933 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2511438.750000 Penalty: 940.936951
	Iteration 8Q: 3 clusters Score -2511439 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2511792.000000 Penalty: 940.936951
	Iteration 9Q: 3 clusters Score -2511792 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2512018.500000 Penalty: 940.936951
	Iteration 10Q: 3 clusters Score -2512018 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2512135.000000 Penalty: 940.936951
	Iteration 11Q: 3 clusters Score -2512135 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2512179.500000 Penalty: 940.936951
	Iteration 12Q: 3 clusters Score -2512180 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2512203.500000 Penalty: 940.936951
	Iteration 13Q: 3 clusters Score -2512204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2512196.750000 Penalty: 940.936951
	Iteration 14Q: 3 clusters Score -2512197 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2512206.000000 Penalty: 940.936951
	Iteration 15Q: 3 clusters Score -2512206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2512200.500000 Penalty: 940.936951
	Iteration 16Q: 3 clusters Score -2512200 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2512204.000000 Penalty: 940.936951
	Iteration 17Q: 3 clusters Score -2512204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2512207.250000 Penalty: 940.936951
	Iteration 18Q: 3 clusters Score -2512207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2512196.750000 Penalty: 940.936951
	Iteration 19Q: 3 clusters Score -2512197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2512199.500000 Penalty: 940.936951
	Iteration 20F: 3 clusters Score -2512200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2512195.250000 Penalty: 940.936951
	Iteration 21Q: 3 clusters Score -2512195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2512197.500000 Penalty: 940.936951
	Iteration 22Q: 3 clusters Score -2512198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2512193.500000 Penalty: 940.936951
	Iteration 23Q: 3 clusters Score -2512194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2512199.000000 Penalty: 940.936951
	Iteration 24Q: 3 clusters Score -2512199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2512199.750000 Penalty: 940.936951
	Iteration 25Q: 3 clusters Score -2512200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2512199.250000 Penalty: 940.936951
	Iteration 26Q: 3 clusters Score -2512199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2512200.500000 Penalty: 940.936951
	Iteration 27Q: 3 clusters Score -2512200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2512200.250000 Penalty: 940.936951
	Iteration 28Q: 3 clusters Score -2512200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2512195.500000 Penalty: 940.936951
	Iteration 29Q: 3 clusters Score -2512196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2512195.500000 Penalty: 940.936951
	Iteration 30Q: 3 clusters Score -2512196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2512198.000000 Penalty: 940.936951
	Iteration 31Q: 3 clusters Score -2512198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2512198.000000 Penalty: 940.936951
	Iteration 32F: 3 clusters Score -2512198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23430 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5976 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 21943 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9002 members 
Entering Unmasked Estep 
Score: -42182448.000000 Penalty: 47552.976562
Splitting cluster 70 changes total score from -42181632.000000 to -42182448.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 71 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -473842.500000 Penalty: 396.318207
	Iteration 0F: 2 clusters Score -473842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -469810.531250 Penalty: 792.636414
	Iteration 0F: 3 clusters Score -469810.5 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -471166.093750 Penalty: 792.636414
	Iteration 1F: 3 clusters Score -471166.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -471231.031250 Penalty: 792.636414
	Iteration 2Q: 3 clusters Score -471231 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -471286.437500 Penalty: 792.636414
	Iteration 3Q: 3 clusters Score -471286.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -471355.281250 Penalty: 792.636414
	Iteration 4Q: 3 clusters Score -471355.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -471436.937500 Penalty: 792.636414
	Iteration 5Q: 3 clusters Score -471436.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -471551.093750 Penalty: 792.636414
	Iteration 6Q: 3 clusters Score -471551.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -471710.468750 Penalty: 792.636414
	Iteration 7F: 3 clusters Score -471710.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -471932.062500 Penalty: 792.636414
	Iteration 8F: 3 clusters Score -471932.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -472311.875000 Penalty: 792.636414
	Iteration 9F: 3 clusters Score -472311.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -472735.531250 Penalty: 792.636414
	Iteration 10F: 3 clusters Score -472735.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -473017.812500 Penalty: 792.636414
	Iteration 11Q: 3 clusters Score -473017.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -473171.906250 Penalty: 792.636414
	Iteration 12Q: 3 clusters Score -473171.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -473246.906250 Penalty: 792.636414
	Iteration 13Q: 3 clusters Score -473246.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -473288.500000 Penalty: 792.636414
	Iteration 14Q: 3 clusters Score -473288.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -473316.531250 Penalty: 792.636414
	Iteration 15Q: 3 clusters Score -473316.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -473343.687500 Penalty: 792.636414
	Iteration 16Q: 3 clusters Score -473343.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -473370.031250 Penalty: 792.636414
	Iteration 17Q: 3 clusters Score -473370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -473401.375000 Penalty: 792.636414
	Iteration 18Q: 3 clusters Score -473401.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -473432.625000 Penalty: 792.636414
	Iteration 19Q: 3 clusters Score -473432.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -473458.250000 Penalty: 792.636414
	Iteration 20F: 3 clusters Score -473458.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -473475.250000 Penalty: 792.636414
	Iteration 21Q: 3 clusters Score -473475.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -473483.937500 Penalty: 792.636414
	Iteration 22Q: 3 clusters Score -473483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -473489.031250 Penalty: 792.636414
	Iteration 23Q: 3 clusters Score -473489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -473493.500000 Penalty: 792.636414
	Iteration 24Q: 3 clusters Score -473493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -473496.281250 Penalty: 792.636414
	Iteration 25Q: 3 clusters Score -473496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -473498.187500 Penalty: 792.636414
	Iteration 26Q: 3 clusters Score -473498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -473500.718750 Penalty: 792.636414
	Iteration 27Q: 3 clusters Score -473500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -473502.062500 Penalty: 792.636414
	Iteration 28Q: 3 clusters Score -473502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -473502.656250 Penalty: 792.636414
	Iteration 29Q: 3 clusters Score -473502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -473503.718750 Penalty: 792.636414
	Iteration 30Q: 3 clusters Score -473503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -473503.468750 Penalty: 792.636414
	Iteration 31Q: 3 clusters Score -473503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -473504.468750 Penalty: 792.636414
	Iteration 32Q: 3 clusters Score -473504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -473504.875000 Penalty: 792.636414
	Iteration 33Q: 3 clusters Score -473504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -473505.218750 Penalty: 792.636414
	Iteration 34Q: 3 clusters Score -473505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -473507.656250 Penalty: 792.636414
	Iteration 35Q: 3 clusters Score -473507.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -473510.062500 Penalty: 792.636414
	Iteration 36Q: 3 clusters Score -473510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -473512.187500 Penalty: 792.636414
	Iteration 37Q: 3 clusters Score -473512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -473512.218750 Penalty: 792.636414
	Iteration 38Q: 3 clusters Score -473512.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -473512.843750 Penalty: 792.636414
	Iteration 39Q: 3 clusters Score -473512.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -473513.000000 Penalty: 792.636414
	Iteration 40F: 3 clusters Score -473513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -473513.343750 Penalty: 792.636414
	Iteration 41Q: 3 clusters Score -473513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -473513.906250 Penalty: 792.636414
	Iteration 42Q: 3 clusters Score -473513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -473513.906250 Penalty: 792.636414
	Iteration 43F: 3 clusters Score -473513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -70119.125000 Penalty: 310.111633
	Iteration 0F: 2 clusters Score -70119.12 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 460 members 
Entering Unmasked Estep 
Score: -69361.664062 Penalty: 620.223267
	Iteration 0F: 3 clusters Score -69361.66 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69572.101562 Penalty: 620.223267
	Iteration 1F: 3 clusters Score -69572.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -69601.546875 Penalty: 620.223267
	Iteration 2F: 3 clusters Score -69601.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69622.859375 Penalty: 620.223267
	Iteration 3Q: 3 clusters Score -69622.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -69648.171875 Penalty: 620.223267
	Iteration 4Q: 3 clusters Score -69648.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69670.882812 Penalty: 620.223267
	Iteration 5Q: 3 clusters Score -69670.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69693.062500 Penalty: 620.223267
	Iteration 6Q: 3 clusters Score -69693.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69732.210938 Penalty: 620.223267
	Iteration 7Q: 3 clusters Score -69732.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -69763.187500 Penalty: 620.223267
	Iteration 8Q: 3 clusters Score -69763.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -69786.953125 Penalty: 620.223267
	Iteration 9Q: 3 clusters Score -69786.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -69798.148438 Penalty: 620.223267
	Iteration 10Q: 3 clusters Score -69798.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -69806.445312 Penalty: 620.223267
	Iteration 11Q: 3 clusters Score -69806.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69812.000000 Penalty: 620.223267
	Iteration 12Q: 3 clusters Score -69812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -69819.460938 Penalty: 620.223267
	Iteration 13Q: 3 clusters Score -69819.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -69826.367188 Penalty: 620.223267
	Iteration 14Q: 3 clusters Score -69826.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -69830.851562 Penalty: 620.223267
	Iteration 15Q: 3 clusters Score -69830.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69837.398438 Penalty: 620.223267
	Iteration 16Q: 3 clusters Score -69837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69840.546875 Penalty: 620.223267
	Iteration 17Q: 3 clusters Score -69840.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -69844.085938 Penalty: 620.223267
	Iteration 18Q: 3 clusters Score -69844.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69847.968750 Penalty: 620.223267
	Iteration 19Q: 3 clusters Score -69847.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -69852.382812 Penalty: 620.223267
	Iteration 20F: 3 clusters Score -69852.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -69856.953125 Penalty: 620.223267
	Iteration 21Q: 3 clusters Score -69856.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -69860.437500 Penalty: 620.223267
	Iteration 22Q: 3 clusters Score -69860.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -69866.320312 Penalty: 620.223267
	Iteration 23Q: 3 clusters Score -69866.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69870.406250 Penalty: 620.223267
	Iteration 24Q: 3 clusters Score -69870.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -69871.710938 Penalty: 620.223267
	Iteration 25Q: 3 clusters Score -69871.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69873.257812 Penalty: 620.223267
	Iteration 26Q: 3 clusters Score -69873.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -69877.250000 Penalty: 620.223267
	Iteration 27Q: 3 clusters Score -69877.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -69879.796875 Penalty: 620.223267
	Iteration 28Q: 3 clusters Score -69879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69881.328125 Penalty: 620.223267
	Iteration 29Q: 3 clusters Score -69881.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69881.328125 Penalty: 620.223267
	Iteration 30F: 3 clusters Score -69881.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (23476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Entering Unmasked Estep 
Score: -1912514.250000 Penalty: 457.899902
	Iteration 0F: 2 clusters Score -1912514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1897349.875000 Penalty: 915.799805
	Iteration 0F: 3 clusters Score -1897350 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1903695.500000 Penalty: 915.799805
	Iteration 1F: 3 clusters Score -1903696 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1903836.750000 Penalty: 915.799805
	Iteration 2Q: 3 clusters Score -1903837 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1904033.250000 Penalty: 915.799805
	Iteration 3Q: 3 clusters Score -1904033 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1904350.875000 Penalty: 915.799805
	Iteration 4Q: 3 clusters Score -1904351 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1904910.500000 Penalty: 915.799805
	Iteration 5F: 3 clusters Score -1904910 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1906012.125000 Penalty: 915.799805
	Iteration 6F: 3 clusters Score -1906012 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1907866.125000 Penalty: 915.799805
	Iteration 7F: 3 clusters Score -1907866 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -1909998.500000 Penalty: 915.799805
	Iteration 8F: 3 clusters Score -1909998 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -1911357.375000 Penalty: 915.799805
	Iteration 9F: 3 clusters Score -1911357 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -1911912.375000 Penalty: 915.799805
	Iteration 10Q: 3 clusters Score -1911912 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -1912041.250000 Penalty: 915.799805
	Iteration 11Q: 3 clusters Score -1912041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -1912070.625000 Penalty: 915.799805
	Iteration 12Q: 3 clusters Score -1912071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -1912083.500000 Penalty: 915.799805
	Iteration 13Q: 3 clusters Score -1912084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -1912097.500000 Penalty: 915.799805
	Iteration 14Q: 3 clusters Score -1912098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -1912109.375000 Penalty: 915.799805
	Iteration 15Q: 3 clusters Score -1912109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -1912118.250000 Penalty: 915.799805
	Iteration 16Q: 3 clusters Score -1912118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1912128.000000 Penalty: 915.799805
	Iteration 17Q: 3 clusters Score -1912128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1912134.625000 Penalty: 915.799805
	Iteration 18Q: 3 clusters Score -1912135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1912134.125000 Penalty: 915.799805
	Iteration 19Q: 3 clusters Score -1912134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1912137.250000 Penalty: 915.799805
	Iteration 20F: 3 clusters Score -1912137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9046.057617 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9046.058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9127.663086 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9127.663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9161.083984 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9161.084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9175.854492 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9175.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9178.420898 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9178.421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9178.420898 Penalty: 480.771515
	Iteration 5F: 3 clusters Score -9178.421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -15807.070312 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -15807.07 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 98 members 
Entering Unmasked Estep 
Score: -15524.757812 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -15524.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15628.947266 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -15628.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15658.240234 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -15658.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15677.192383 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -15677.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15687.631836 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -15687.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15693.463867 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -15693.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15696.091797 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -15696.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15698.200195 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -15698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15698.200195 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -15698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Entering Unmasked Estep 
Score: -2906027.750000 Penalty: 477.692932
	Iteration 0F: 2 clusters Score -2906028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2883505.500000 Penalty: 955.385864
	Iteration 0F: 3 clusters Score -2883506 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2893618.250000 Penalty: 955.385864
	Iteration 1F: 3 clusters Score -2893618 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2893950.000000 Penalty: 955.385864
	Iteration 2Q: 3 clusters Score -2893950 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2894349.500000 Penalty: 955.385864
	Iteration 3Q: 3 clusters Score -2894350 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2894905.750000 Penalty: 955.385864
	Iteration 4Q: 3 clusters Score -2894906 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2895707.750000 Penalty: 955.385864
	Iteration 5Q: 3 clusters Score -2895708 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2896955.000000 Penalty: 955.385864
	Iteration 6F: 3 clusters Score -2896955 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2898797.500000 Penalty: 955.385864
	Iteration 7F: 3 clusters Score -2898798 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2900691.750000 Penalty: 955.385864
	Iteration 8F: 3 clusters Score -2900692 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2901632.250000 Penalty: 955.385864
	Iteration 9F: 3 clusters Score -2901632 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2901941.750000 Penalty: 955.385864
	Iteration 10Q: 3 clusters Score -2901942 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2902061.500000 Penalty: 955.385864
	Iteration 11Q: 3 clusters Score -2902062 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2902136.000000 Penalty: 955.385864
	Iteration 12Q: 3 clusters Score -2902136 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2902211.750000 Penalty: 955.385864
	Iteration 13Q: 3 clusters Score -2902212 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2902282.500000 Penalty: 955.385864
	Iteration 14Q: 3 clusters Score -2902282 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2902356.750000 Penalty: 955.385864
	Iteration 15Q: 3 clusters Score -2902357 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2902449.000000 Penalty: 955.385864
	Iteration 16Q: 3 clusters Score -2902449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2902529.500000 Penalty: 955.385864
	Iteration 17Q: 3 clusters Score -2902530 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2902618.250000 Penalty: 955.385864
	Iteration 18Q: 3 clusters Score -2902618 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2902732.750000 Penalty: 955.385864
	Iteration 19Q: 3 clusters Score -2902733 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2902859.250000 Penalty: 955.385864
	Iteration 20F: 3 clusters Score -2902859 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2902988.250000 Penalty: 955.385864
	Iteration 21Q: 3 clusters Score -2902988 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2903114.000000 Penalty: 955.385864
	Iteration 22Q: 3 clusters Score -2903114 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2903245.000000 Penalty: 955.385864
	Iteration 23Q: 3 clusters Score -2903245 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2903393.250000 Penalty: 955.385864
	Iteration 24Q: 3 clusters Score -2903393 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2903532.000000 Penalty: 955.385864
	Iteration 25Q: 3 clusters Score -2903532 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2903642.500000 Penalty: 955.385864
	Iteration 26Q: 3 clusters Score -2903642 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2903754.250000 Penalty: 955.385864
	Iteration 27Q: 3 clusters Score -2903754 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2903820.000000 Penalty: 955.385864
	Iteration 28Q: 3 clusters Score -2903820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2903865.000000 Penalty: 955.385864
	Iteration 29Q: 3 clusters Score -2903865 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2903895.500000 Penalty: 955.385864
	Iteration 30Q: 3 clusters Score -2903896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2903917.750000 Penalty: 955.385864
	Iteration 31Q: 3 clusters Score -2903918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2903943.000000 Penalty: 955.385864
	Iteration 32Q: 3 clusters Score -2903943 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2903955.250000 Penalty: 955.385864
	Iteration 33Q: 3 clusters Score -2903955 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2903966.000000 Penalty: 955.385864
	Iteration 34Q: 3 clusters Score -2903966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2903978.250000 Penalty: 955.385864
	Iteration 35Q: 3 clusters Score -2903978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2903984.250000 Penalty: 955.385864
	Iteration 36Q: 3 clusters Score -2903984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2904000.250000 Penalty: 955.385864
	Iteration 37Q: 3 clusters Score -2904000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2903998.500000 Penalty: 955.385864
	Iteration 38Q: 3 clusters Score -2903998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2904000.000000 Penalty: 955.385864
	Iteration 39Q: 3 clusters Score -2904000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2904006.250000 Penalty: 955.385864
	Iteration 40F: 3 clusters Score -2904006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2904008.250000 Penalty: 955.385864
	Iteration 41Q: 3 clusters Score -2904008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2904010.750000 Penalty: 955.385864
	Iteration 42Q: 3 clusters Score -2904011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2904003.750000 Penalty: 955.385864
	Iteration 43Q: 3 clusters Score -2904004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2904009.500000 Penalty: 955.385864
	Iteration 44Q: 3 clusters Score -2904010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2904012.250000 Penalty: 955.385864
	Iteration 45Q: 3 clusters Score -2904012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2904013.000000 Penalty: 955.385864
	Iteration 46Q: 3 clusters Score -2904013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2904017.000000 Penalty: 955.385864
	Iteration 47Q: 3 clusters Score -2904017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2904016.500000 Penalty: 955.385864
	Iteration 48Q: 3 clusters Score -2904016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2904014.500000 Penalty: 955.385864
	Iteration 49Q: 3 clusters Score -2904014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2904018.250000 Penalty: 955.385864
	Iteration 50Q: 3 clusters Score -2904018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2904012.000000 Penalty: 955.385864
	Iteration 51Q: 3 clusters Score -2904012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2904014.750000 Penalty: 955.385864
	Iteration 52Q: 3 clusters Score -2904015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2904019.750000 Penalty: 955.385864
	Iteration 53Q: 3 clusters Score -2904020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2904025.750000 Penalty: 955.385864
	Iteration 54Q: 3 clusters Score -2904026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2904023.250000 Penalty: 955.385864
	Iteration 55Q: 3 clusters Score -2904023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2904020.250000 Penalty: 955.385864
	Iteration 56Q: 3 clusters Score -2904020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2904018.750000 Penalty: 955.385864
	Iteration 57Q: 3 clusters Score -2904019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2904024.250000 Penalty: 955.385864
	Iteration 58Q: 3 clusters Score -2904024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2904022.500000 Penalty: 955.385864
	Iteration 59Q: 3 clusters Score -2904022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2904017.250000 Penalty: 955.385864
	Iteration 60F: 3 clusters Score -2904017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2904015.500000 Penalty: 955.385864
	Iteration 61Q: 3 clusters Score -2904016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2904015.000000 Penalty: 955.385864
	Iteration 62Q: 3 clusters Score -2904015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2904017.250000 Penalty: 955.385864
	Iteration 63Q: 3 clusters Score -2904017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2904019.500000 Penalty: 955.385864
	Iteration 64Q: 3 clusters Score -2904020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2904026.250000 Penalty: 955.385864
	Iteration 65Q: 3 clusters Score -2904026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2904032.500000 Penalty: 955.385864
	Iteration 66Q: 3 clusters Score -2904032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2904035.500000 Penalty: 955.385864
	Iteration 67Q: 3 clusters Score -2904036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2904039.750000 Penalty: 955.385864
	Iteration 68Q: 3 clusters Score -2904040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2904039.250000 Penalty: 955.385864
	Iteration 69Q: 3 clusters Score -2904039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2904046.750000 Penalty: 955.385864
	Iteration 70Q: 3 clusters Score -2904047 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2904058.500000 Penalty: 955.385864
	Iteration 71Q: 3 clusters Score -2904058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2904058.000000 Penalty: 955.385864
	Iteration 72Q: 3 clusters Score -2904058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2904054.750000 Penalty: 955.385864
	Iteration 73Q: 3 clusters Score -2904055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2904052.750000 Penalty: 955.385864
	Iteration 74Q: 3 clusters Score -2904053 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2904056.000000 Penalty: 955.385864
	Iteration 75Q: 3 clusters Score -2904056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2904056.500000 Penalty: 955.385864
	Iteration 76Q: 3 clusters Score -2904056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2904058.500000 Penalty: 955.385864
	Iteration 77Q: 3 clusters Score -2904058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2904069.500000 Penalty: 955.385864
	Iteration 78Q: 3 clusters Score -2904070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2904069.750000 Penalty: 955.385864
	Iteration 79Q: 3 clusters Score -2904070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2904066.000000 Penalty: 955.385864
	Iteration 80F: 3 clusters Score -2904066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2904066.750000 Penalty: 955.385864
	Iteration 81Q: 3 clusters Score -2904067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2904063.250000 Penalty: 955.385864
	Iteration 82Q: 3 clusters Score -2904063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2904056.500000 Penalty: 955.385864
	Iteration 83Q: 3 clusters Score -2904056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2904065.250000 Penalty: 955.385864
	Iteration 84Q: 3 clusters Score -2904065 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -2904081.750000 Penalty: 955.385864
	Iteration 85Q: 3 clusters Score -2904082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2904087.250000 Penalty: 955.385864
	Iteration 86Q: 3 clusters Score -2904087 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2904088.500000 Penalty: 955.385864
	Iteration 87Q: 3 clusters Score -2904088 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2904102.500000 Penalty: 955.385864
	Iteration 88Q: 3 clusters Score -2904102 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -2904110.500000 Penalty: 955.385864
	Iteration 89Q: 3 clusters Score -2904110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2904123.500000 Penalty: 955.385864
	Iteration 90Q: 3 clusters Score -2904124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2904124.250000 Penalty: 955.385864
	Iteration 91Q: 3 clusters Score -2904124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -2904128.000000 Penalty: 955.385864
	Iteration 92Q: 3 clusters Score -2904128 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2904136.750000 Penalty: 955.385864
	Iteration 93Q: 3 clusters Score -2904137 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2904154.250000 Penalty: 955.385864
	Iteration 94Q: 3 clusters Score -2904154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2904156.500000 Penalty: 955.385864
	Iteration 95Q: 3 clusters Score -2904156 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2904178.500000 Penalty: 955.385864
	Iteration 96Q: 3 clusters Score -2904178 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2904192.250000 Penalty: 955.385864
	Iteration 97Q: 3 clusters Score -2904192 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2904215.500000 Penalty: 955.385864
	Iteration 98Q: 3 clusters Score -2904216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2904234.500000 Penalty: 955.385864
	Iteration 99Q: 3 clusters Score -2904234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2904240.000000 Penalty: 955.385864
	Iteration 100F: 3 clusters Score -2904240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2904263.000000 Penalty: 955.385864
	Iteration 101Q: 3 clusters Score -2904263 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2904294.750000 Penalty: 955.385864
	Iteration 102Q: 3 clusters Score -2904295 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2904307.250000 Penalty: 955.385864
	Iteration 103Q: 3 clusters Score -2904307 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2904302.000000 Penalty: 955.385864
	Iteration 104Q: 3 clusters Score -2904302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2904317.750000 Penalty: 955.385864
	Iteration 105Q: 3 clusters Score -2904318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -2904318.750000 Penalty: 955.385864
	Iteration 106Q: 3 clusters Score -2904319 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2904337.750000 Penalty: 955.385864
	Iteration 107Q: 3 clusters Score -2904338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2904345.250000 Penalty: 955.385864
	Iteration 108Q: 3 clusters Score -2904345 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2904340.750000 Penalty: 955.385864
	Iteration 109Q: 3 clusters Score -2904341 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2904362.250000 Penalty: 955.385864
	Iteration 110Q: 3 clusters Score -2904362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2904386.000000 Penalty: 955.385864
	Iteration 111Q: 3 clusters Score -2904386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2904420.000000 Penalty: 955.385864
	Iteration 112Q: 3 clusters Score -2904420 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -2904437.750000 Penalty: 955.385864
	Iteration 113Q: 3 clusters Score -2904438 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2904469.500000 Penalty: 955.385864
	Iteration 114Q: 3 clusters Score -2904470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2904505.250000 Penalty: 955.385864
	Iteration 115Q: 3 clusters Score -2904505 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -2904553.750000 Penalty: 955.385864
	Iteration 116Q: 3 clusters Score -2904554 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2904579.500000 Penalty: 955.385864
	Iteration 117Q: 3 clusters Score -2904580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2904612.250000 Penalty: 955.385864
	Iteration 118Q: 3 clusters Score -2904612 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -2904643.250000 Penalty: 955.385864
	Iteration 119Q: 3 clusters Score -2904643 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2904691.000000 Penalty: 955.385864
	Iteration 120F: 3 clusters Score -2904691 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -2904741.500000 Penalty: 955.385864
	Iteration 121Q: 3 clusters Score -2904742 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -2904801.750000 Penalty: 955.385864
	Iteration 122Q: 3 clusters Score -2904802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -2904858.750000 Penalty: 955.385864
	Iteration 123Q: 3 clusters Score -2904859 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -2904953.000000 Penalty: 955.385864
	Iteration 124Q: 3 clusters Score -2904953 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -2905012.750000 Penalty: 955.385864
	Iteration 125Q: 3 clusters Score -2905013 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2905059.750000 Penalty: 955.385864
	Iteration 126Q: 3 clusters Score -2905060 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -2905123.750000 Penalty: 955.385864
	Iteration 127Q: 3 clusters Score -2905124 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -2905137.250000 Penalty: 955.385864
	Iteration 128Q: 3 clusters Score -2905137 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2905207.000000 Penalty: 955.385864
	Iteration 129Q: 3 clusters Score -2905207 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -2905258.750000 Penalty: 955.385864
	Iteration 130Q: 3 clusters Score -2905259 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -2905311.750000 Penalty: 955.385864
	Iteration 131Q: 3 clusters Score -2905312 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -2905346.500000 Penalty: 955.385864
	Iteration 132Q: 3 clusters Score -2905346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -2905360.750000 Penalty: 955.385864
	Iteration 133Q: 3 clusters Score -2905361 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -2905417.500000 Penalty: 955.385864
	Iteration 134Q: 3 clusters Score -2905418 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -2905467.000000 Penalty: 955.385864
	Iteration 135Q: 3 clusters Score -2905467 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -2905513.000000 Penalty: 955.385864
	Iteration 136Q: 3 clusters Score -2905513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -2905566.000000 Penalty: 955.385864
	Iteration 137Q: 3 clusters Score -2905566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -2905614.500000 Penalty: 955.385864
	Iteration 138Q: 3 clusters Score -2905614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -2905637.750000 Penalty: 955.385864
	Iteration 139Q: 3 clusters Score -2905638 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -2905679.750000 Penalty: 955.385864
	Iteration 140F: 3 clusters Score -2905680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -2905706.750000 Penalty: 955.385864
	Iteration 141Q: 3 clusters Score -2905707 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2905729.500000 Penalty: 955.385864
	Iteration 142Q: 3 clusters Score -2905730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -2905786.500000 Penalty: 955.385864
	Iteration 143Q: 3 clusters Score -2905786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -2905810.500000 Penalty: 955.385864
	Iteration 144Q: 3 clusters Score -2905810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -2905850.500000 Penalty: 955.385864
	Iteration 145Q: 3 clusters Score -2905850 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -2905877.000000 Penalty: 955.385864
	Iteration 146Q: 3 clusters Score -2905877 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2905901.750000 Penalty: 955.385864
	Iteration 147Q: 3 clusters Score -2905902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -2905921.000000 Penalty: 955.385864
	Iteration 148Q: 3 clusters Score -2905921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2905927.750000 Penalty: 955.385864
	Iteration 149Q: 3 clusters Score -2905928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -2905936.750000 Penalty: 955.385864
	Iteration 150Q: 3 clusters Score -2905937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -2905949.250000 Penalty: 955.385864
	Iteration 151Q: 3 clusters Score -2905949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -2905950.000000 Penalty: 955.385864
	Iteration 152Q: 3 clusters Score -2905950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -2905942.500000 Penalty: 955.385864
	Iteration 153Q: 3 clusters Score -2905942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -2905942.250000 Penalty: 955.385864
	Iteration 154Q: 3 clusters Score -2905942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -2905939.250000 Penalty: 955.385864
	Iteration 155Q: 3 clusters Score -2905939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -2905936.000000 Penalty: 955.385864
	Iteration 156Q: 3 clusters Score -2905936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -2905932.750000 Penalty: 955.385864
	Iteration 157Q: 3 clusters Score -2905933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -2905919.500000 Penalty: 955.385864
	Iteration 158Q: 3 clusters Score -2905920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -2905922.500000 Penalty: 955.385864
	Iteration 159Q: 3 clusters Score -2905922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -2905916.500000 Penalty: 955.385864
	Iteration 160F: 3 clusters Score -2905916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -2905916.000000 Penalty: 955.385864
	Iteration 161Q: 3 clusters Score -2905916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -2905910.250000 Penalty: 955.385864
	Iteration 162Q: 3 clusters Score -2905910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -2905897.500000 Penalty: 955.385864
	Iteration 163Q: 3 clusters Score -2905898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -2905897.000000 Penalty: 955.385864
	Iteration 164Q: 3 clusters Score -2905897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -2905903.750000 Penalty: 955.385864
	Iteration 165Q: 3 clusters Score -2905904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -2905899.750000 Penalty: 955.385864
	Iteration 166Q: 3 clusters Score -2905900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -2905888.250000 Penalty: 955.385864
	Iteration 167Q: 3 clusters Score -2905888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -2905889.750000 Penalty: 955.385864
	Iteration 168Q: 3 clusters Score -2905890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -2905889.250000 Penalty: 955.385864
	Iteration 169Q: 3 clusters Score -2905889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -2905874.000000 Penalty: 955.385864
	Iteration 170Q: 3 clusters Score -2905874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -2905869.750000 Penalty: 955.385864
	Iteration 171Q: 3 clusters Score -2905870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -2905866.750000 Penalty: 955.385864
	Iteration 172Q: 3 clusters Score -2905867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2905860.500000 Penalty: 955.385864
	Iteration 173Q: 3 clusters Score -2905860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -2905856.250000 Penalty: 955.385864
	Iteration 174Q: 3 clusters Score -2905856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -2905849.500000 Penalty: 955.385864
	Iteration 175Q: 3 clusters Score -2905850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -2905843.000000 Penalty: 955.385864
	Iteration 176Q: 3 clusters Score -2905843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -2905841.250000 Penalty: 955.385864
	Iteration 177Q: 3 clusters Score -2905841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -2905827.000000 Penalty: 955.385864
	Iteration 178Q: 3 clusters Score -2905827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -2905824.000000 Penalty: 955.385864
	Iteration 179Q: 3 clusters Score -2905824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -2905821.250000 Penalty: 955.385864
	Iteration 180F: 3 clusters Score -2905821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -2905814.000000 Penalty: 955.385864
	Iteration 181Q: 3 clusters Score -2905814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -2905814.250000 Penalty: 955.385864
	Iteration 182Q: 3 clusters Score -2905814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -2905810.250000 Penalty: 955.385864
	Iteration 183Q: 3 clusters Score -2905810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -2905796.000000 Penalty: 955.385864
	Iteration 184Q: 3 clusters Score -2905796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -2905801.250000 Penalty: 955.385864
	Iteration 185Q: 3 clusters Score -2905801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -2905793.500000 Penalty: 955.385864
	Iteration 186Q: 3 clusters Score -2905794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -2905786.250000 Penalty: 955.385864
	Iteration 187Q: 3 clusters Score -2905786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2905788.000000 Penalty: 955.385864
	Iteration 188Q: 3 clusters Score -2905788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -2905784.000000 Penalty: 955.385864
	Iteration 189Q: 3 clusters Score -2905784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2905783.750000 Penalty: 955.385864
	Iteration 190Q: 3 clusters Score -2905784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -2905785.250000 Penalty: 955.385864
	Iteration 191Q: 3 clusters Score -2905785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -2905786.750000 Penalty: 955.385864
	Iteration 192Q: 3 clusters Score -2905787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -2905780.000000 Penalty: 955.385864
	Iteration 193Q: 3 clusters Score -2905780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -2905770.000000 Penalty: 955.385864
	Iteration 194Q: 3 clusters Score -2905770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -2905773.250000 Penalty: 955.385864
	Iteration 195Q: 3 clusters Score -2905773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -2905768.500000 Penalty: 955.385864
	Iteration 196Q: 3 clusters Score -2905768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -2905773.000000 Penalty: 955.385864
	Iteration 197Q: 3 clusters Score -2905773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -2905768.000000 Penalty: 955.385864
	Iteration 198Q: 3 clusters Score -2905768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2905758.750000 Penalty: 955.385864
	Iteration 199Q: 3 clusters Score -2905759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -2905764.500000 Penalty: 955.385864
	Iteration 200F: 3 clusters Score -2905764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -2905763.000000 Penalty: 955.385864
	Iteration 201Q: 3 clusters Score -2905763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -2905758.750000 Penalty: 955.385864
	Iteration 202Q: 3 clusters Score -2905759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -2905760.250000 Penalty: 955.385864
	Iteration 203Q: 3 clusters Score -2905760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -2905759.500000 Penalty: 955.385864
	Iteration 204Q: 3 clusters Score -2905760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -2905759.500000 Penalty: 955.385864
	Iteration 205F: 3 clusters Score -2905760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 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 126 members 
Entering Unmasked Estep 
Score: -9165.731445 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9165.731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9269.369141 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9269.369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9291.465820 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9291.466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9300.119141 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -9300.119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9309.560547 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9309.561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9312.455078 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9312.455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9313.763672 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9313.764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9314.004883 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9314.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9314.223633 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9314.224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9315.975586 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -9315.976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9316.770508 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -9316.771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9317.959961 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -9317.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9318.127930 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -9318.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9318.127930 Penalty: 501.722015
	Iteration 13F: 3 clusters Score -9318.128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -22303.021484 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -22303.02 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 155 members 
Entering Unmasked Estep 
Score: -21924.648438 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -21924.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21995.925781 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -21995.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22019.628906 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -22019.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22036.312500 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -22036.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22060.042969 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -22060.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22068.107422 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -22068.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22071.025391 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -22071.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22073.568359 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -22073.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22079.941406 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -22079.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22081.732422 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -22081.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22081.964844 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -22081.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22082.232422 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -22082.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22082.232422 Penalty: 525.201111
	Iteration 12F: 3 clusters Score -22082.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20838 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 1884 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21063 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2038 members 
Mstep: Class 24 contains 20651 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18606 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16756 members 
Mstep: Class 32 contains 24145 members 
Mstep: Class 33 contains 15722 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12867 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 41 contains 2557 members 
Mstep: Class 42 contains 4340 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6422 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11232 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5330 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20940 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5976 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13881 members 
Mstep: Class 67 contains 8316 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 21943 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23476 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36270 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183040.000000 Penalty: 47552.976562
Iteration 239Q: 80 clusters Score -4.218304e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20800 members 
Mstep: Class 4 contains 20024 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32476 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 290 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11473 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7892 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21067 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20761 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18639 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16767 members 
Mstep: Class 32 contains 24137 members 
Mstep: Class 33 contains 15661 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12938 members 
Mstep: Class 36 contains 2920 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23365 members 
Mstep: Class 41 contains 2528 members 
Mstep: Class 42 contains 4388 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6450 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11124 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23195 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5259 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20966 members 
Mstep: Class 61 contains 3429 members 
Mstep: Class 62 contains 3196 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6096 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13871 members 
Mstep: Class 67 contains 8181 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 22248 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 23233 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36303 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 8839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183288.000000 Penalty: 47552.976562
Iteration 240F: 80 clusters Score -4.218329e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20745 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32299 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1881 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 15263 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11343 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7933 members 
Mstep: Class 18 contains 45035 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6308 members 
Mstep: Class 21 contains 21069 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 20800 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18666 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 16780 members 
Mstep: Class 32 contains 24127 members 
Mstep: Class 33 contains 15610 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12935 members 
Mstep: Class 36 contains 2916 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23416 members 
Mstep: Class 41 contains 2509 members 
Mstep: Class 42 contains 4443 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6455 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 11032 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23189 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5171 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20982 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6172 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13869 members 
Mstep: Class 67 contains 8028 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 22555 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 22953 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36317 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183260.000000 Penalty: 47552.976562
Iteration 241Q: 80 clusters Score -4.218326e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 20690 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32170 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 233 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11287 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7969 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 21070 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 20816 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18630 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16788 members 
Mstep: Class 32 contains 24116 members 
Mstep: Class 33 contains 15582 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12981 members 
Mstep: Class 36 contains 2912 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23452 members 
Mstep: Class 41 contains 2491 members 
Mstep: Class 42 contains 4499 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6457 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 577 members 
Mstep: Class 50 contains 10973 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23186 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 5090 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21005 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3196 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6247 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13864 members 
Mstep: Class 67 contains 7854 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 22899 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 22626 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36324 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183260.000000 Penalty: 47552.976562
Iteration 242Q: 80 clusters Score -4.218326e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 20663 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 15703 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11229 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 7996 members 
Mstep: Class 18 contains 45037 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21074 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20812 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18572 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16803 members 
Mstep: Class 32 contains 24100 members 
Mstep: Class 33 contains 15577 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 13002 members 
Mstep: Class 36 contains 2914 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23484 members 
Mstep: Class 41 contains 2472 members 
Mstep: Class 42 contains 4548 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6460 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 580 members 
Mstep: Class 50 contains 10928 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23184 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4998 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21024 members 
Mstep: Class 61 contains 3421 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6316 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13858 members 
Mstep: Class 67 contains 7700 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23287 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 22290 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36326 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183340.000000 Penalty: 47552.976562
Iteration 243Q: 80 clusters Score -4.218334e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 20643 members 
Mstep: Class 4 contains 20041 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31992 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1882 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 15924 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8022 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 21079 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20809 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18535 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16820 members 
Mstep: Class 32 contains 24084 members 
Mstep: Class 33 contains 15584 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12961 members 
Mstep: Class 36 contains 2917 members 
Mstep: Class 37 contains 985 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23516 members 
Mstep: Class 41 contains 2451 members 
Mstep: Class 42 contains 4597 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6461 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 580 members 
Mstep: Class 50 contains 10847 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23185 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4914 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21046 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6368 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13852 members 
Mstep: Class 67 contains 7560 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23683 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 912 members 
Mstep: Class 73 contains 21940 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 234 members 
Mstep: Class 76 contains 36318 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183484.000000 Penalty: 47552.976562
Iteration 244Q: 80 clusters Score -4.218348e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4881 members 
Mstep: Class 3 contains 20622 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31946 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1886 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 16170 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11172 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6289 members 
Mstep: Class 21 contains 21084 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20804 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18496 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16843 members 
Mstep: Class 32 contains 24067 members 
Mstep: Class 33 contains 15600 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12916 members 
Mstep: Class 36 contains 2917 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23520 members 
Mstep: Class 41 contains 2415 members 
Mstep: Class 42 contains 4636 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6462 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 584 members 
Mstep: Class 50 contains 10731 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23193 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4849 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1895 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21072 members 
Mstep: Class 61 contains 3418 members 
Mstep: Class 62 contains 3194 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6442 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13842 members 
Mstep: Class 67 contains 7423 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24120 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 21493 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 232 members 
Mstep: Class 76 contains 36311 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183628.000000 Penalty: 47552.976562
Iteration 245Q: 80 clusters Score -4.218363e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20606 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 16316 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8064 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 21084 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20799 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18515 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16857 members 
Mstep: Class 32 contains 24048 members 
Mstep: Class 33 contains 15582 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12868 members 
Mstep: Class 36 contains 2913 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23556 members 
Mstep: Class 41 contains 2391 members 
Mstep: Class 42 contains 4670 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6464 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 10623 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23192 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1897 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21100 members 
Mstep: Class 61 contains 3413 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6510 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13837 members 
Mstep: Class 67 contains 7260 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24483 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 21098 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 231 members 
Mstep: Class 76 contains 36318 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183920.000000 Penalty: 47552.976562
Iteration 246Q: 80 clusters Score -4.218392e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20586 members 
Mstep: Class 4 contains 20047 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31884 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1887 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 16541 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 11062 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8098 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21084 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 20790 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18557 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16862 members 
Mstep: Class 32 contains 24036 members 
Mstep: Class 33 contains 15573 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12838 members 
Mstep: Class 36 contains 2907 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 178 members 
Mstep: Class 40 contains 23563 members 
Mstep: Class 41 contains 2363 members 
Mstep: Class 42 contains 4702 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 598 members 
Mstep: Class 46 contains 6464 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 586 members 
Mstep: Class 50 contains 10522 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23193 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4751 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1899 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21134 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 3185 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6566 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13830 members 
Mstep: Class 67 contains 7125 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24792 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 20741 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 229 members 
Mstep: Class 76 contains 36330 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183844.000000 Penalty: 47552.976562
Iteration 247Q: 80 clusters Score -4.218384e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 20570 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31873 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 16770 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 10920 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8130 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 21080 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20789 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18666 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16868 members 
Mstep: Class 32 contains 24029 members 
Mstep: Class 33 contains 15567 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12816 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23592 members 
Mstep: Class 41 contains 2341 members 
Mstep: Class 42 contains 4725 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 599 members 
Mstep: Class 46 contains 6464 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10438 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23194 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4675 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1899 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21161 members 
Mstep: Class 61 contains 3409 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6596 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13826 members 
Mstep: Class 67 contains 6933 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25102 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 20390 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36337 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183708.000000 Penalty: 47552.976562
Iteration 248Q: 80 clusters Score -4.218371e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 20557 members 
Mstep: Class 4 contains 20052 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31863 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 17069 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8175 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6273 members 
Mstep: Class 21 contains 21079 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20787 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18778 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16881 members 
Mstep: Class 32 contains 24020 members 
Mstep: Class 33 contains 15584 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12766 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23583 members 
Mstep: Class 41 contains 2315 members 
Mstep: Class 42 contains 4750 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 10405 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23197 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4610 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1899 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21183 members 
Mstep: Class 61 contains 3411 members 
Mstep: Class 62 contains 3185 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6638 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13824 members 
Mstep: Class 67 contains 6706 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25401 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 20057 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36354 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 321 members 
Mstep: Class 79 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183660.000000 Penalty: 47552.976562
Iteration 249Q: 80 clusters Score -4.218366e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20546 members 
Mstep: Class 4 contains 20051 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6264 members 
Mstep: Class 21 contains 21078 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20783 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18880 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16896 members 
Mstep: Class 32 contains 24009 members 
Mstep: Class 33 contains 15631 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12702 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23611 members 
Mstep: Class 41 contains 2296 members 
Mstep: Class 42 contains 4766 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1295 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 589 members 
Mstep: Class 50 contains 10415 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23201 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4567 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1901 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21195 members 
Mstep: Class 61 contains 3416 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6663 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 13823 members 
Mstep: Class 67 contains 6496 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25605 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 19777 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36377 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183740.000000 Penalty: 47552.976562
Iteration 250Q: 80 clusters Score -4.218374e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20524 members 
Mstep: Class 4 contains 20050 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31851 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 17530 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 10250 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8272 members 
Mstep: Class 18 contains 45049 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 21076 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2041 members 
Mstep: Class 24 contains 20780 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18996 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 16907 members 
Mstep: Class 32 contains 23994 members 
Mstep: Class 33 contains 15678 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12679 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23654 members 
Mstep: Class 41 contains 2277 members 
Mstep: Class 42 contains 4787 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10432 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23203 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4516 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1905 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21213 members 
Mstep: Class 61 contains 3419 members 
Mstep: Class 62 contains 3180 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6698 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 13822 members 
Mstep: Class 67 contains 6222 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25757 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 19564 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36389 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183700.000000 Penalty: 47552.976562
Iteration 251Q: 80 clusters Score -4.21837e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20502 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31836 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1902 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 17757 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 10010 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8317 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 21077 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 20779 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19144 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 16917 members 
Mstep: Class 32 contains 23977 members 
Mstep: Class 33 contains 15729 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12638 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23689 members 
Mstep: Class 41 contains 2263 members 
Mstep: Class 42 contains 4806 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10491 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23204 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4491 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1912 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21225 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3177 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6738 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 13823 members 
Mstep: Class 67 contains 5906 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25852 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 19389 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36418 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183652.000000 Penalty: 47552.976562
Iteration 252Q: 80 clusters Score -4.218365e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20478 members 
Mstep: Class 4 contains 20043 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 698 members 
Mstep: Class 7 contains 31811 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 21078 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2043 members 
Mstep: Class 24 contains 20785 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19283 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 16934 members 
Mstep: Class 32 contains 23958 members 
Mstep: Class 33 contains 15797 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12576 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23678 members 
Mstep: Class 41 contains 2251 members 
Mstep: Class 42 contains 4815 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10565 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4475 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21230 members 
Mstep: Class 61 contains 3430 members 
Mstep: Class 62 contains 3172 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6767 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 13824 members 
Mstep: Class 67 contains 5645 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25949 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 19223 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36433 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183652.000000 Penalty: 47552.976562
Iteration 253Q: 80 clusters Score -4.218365e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20447 members 
Mstep: Class 4 contains 20036 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31796 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18128 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9623 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8425 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 21081 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2045 members 
Mstep: Class 24 contains 20790 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19353 members 
Mstep: Class 30 contains 523 members 
Mstep: Class 31 contains 16952 members 
Mstep: Class 32 contains 23947 members 
Mstep: Class 33 contains 15841 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12517 members 
Mstep: Class 36 contains 2898 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23677 members 
Mstep: Class 41 contains 2237 members 
Mstep: Class 42 contains 4823 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10701 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4462 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21230 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3178 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6805 members 
Mstep: Class 65 contains 941 members 
Mstep: Class 66 contains 13827 members 
Mstep: Class 67 contains 5365 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26023 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 19095 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36457 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183576.000000 Penalty: 47552.976562
Iteration 254Q: 80 clusters Score -4.218358e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20411 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31782 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9536 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8497 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6229 members 
Mstep: Class 21 contains 21086 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20795 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19409 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 16962 members 
Mstep: Class 32 contains 23940 members 
Mstep: Class 33 contains 15876 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12461 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23680 members 
Mstep: Class 41 contains 2227 members 
Mstep: Class 42 contains 4836 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 10867 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23209 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4457 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21234 members 
Mstep: Class 61 contains 3419 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6759 members 
Mstep: Class 65 contains 942 members 
Mstep: Class 66 contains 13829 members 
Mstep: Class 67 contains 5103 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26063 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18988 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36465 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183456.000000 Penalty: 47552.976562
Iteration 255Q: 80 clusters Score -4.218346e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20373 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31772 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18392 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8562 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6223 members 
Mstep: Class 21 contains 21089 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20804 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19522 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 16975 members 
Mstep: Class 32 contains 23932 members 
Mstep: Class 33 contains 15929 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12391 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23705 members 
Mstep: Class 41 contains 2211 members 
Mstep: Class 42 contains 4839 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 11040 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4463 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21243 members 
Mstep: Class 61 contains 3419 members 
Mstep: Class 62 contains 3183 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6704 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13827 members 
Mstep: Class 67 contains 4788 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26079 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18896 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36484 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183372.000000 Penalty: 47552.976562
Iteration 256Q: 80 clusters Score -4.218337e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20327 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31763 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18533 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8628 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6223 members 
Mstep: Class 21 contains 21091 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20808 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19640 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 16987 members 
Mstep: Class 32 contains 23921 members 
Mstep: Class 33 contains 15960 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12314 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23730 members 
Mstep: Class 41 contains 2192 members 
Mstep: Class 42 contains 4850 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 11245 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4470 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 21258 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3183 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6627 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13828 members 
Mstep: Class 67 contains 4468 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26086 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18847 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36484 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183260.000000 Penalty: 47552.976562
Iteration 257Q: 80 clusters Score -4.218326e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20275 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31758 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 9163 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8690 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6230 members 
Mstep: Class 21 contains 21092 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20809 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19781 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 16999 members 
Mstep: Class 32 contains 23916 members 
Mstep: Class 33 contains 16002 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12251 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23737 members 
Mstep: Class 41 contains 2171 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 11445 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4484 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21273 members 
Mstep: Class 61 contains 3429 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6546 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13827 members 
Mstep: Class 67 contains 4195 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26066 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18793 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36474 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183224.000000 Penalty: 47552.976562
Iteration 258Q: 80 clusters Score -4.218322e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20225 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31758 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1913 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 18864 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6237 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20810 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19953 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17005 members 
Mstep: Class 32 contains 23909 members 
Mstep: Class 33 contains 16047 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12189 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23716 members 
Mstep: Class 41 contains 2152 members 
Mstep: Class 42 contains 4861 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 11646 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4514 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 21289 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3182 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6478 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13826 members 
Mstep: Class 67 contains 3869 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26049 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18719 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36474 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183112.000000 Penalty: 47552.976562
Iteration 259Q: 80 clusters Score -4.218311e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20171 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31754 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 19039 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6240 members 
Mstep: Class 21 contains 21092 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20810 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20156 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17018 members 
Mstep: Class 32 contains 23906 members 
Mstep: Class 33 contains 16092 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12131 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23704 members 
Mstep: Class 41 contains 2132 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 11834 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23209 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4538 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 21299 members 
Mstep: Class 61 contains 3423 members 
Mstep: Class 62 contains 3175 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6410 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13827 members 
Mstep: Class 67 contains 3546 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26048 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18657 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36486 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183064.000000 Penalty: 47552.976562
Iteration 260F: 80 clusters Score -4.218306e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20114 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31738 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 19218 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 45048 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6246 members 
Mstep: Class 21 contains 21092 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20821 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20318 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17033 members 
Mstep: Class 32 contains 23904 members 
Mstep: Class 33 contains 16137 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12080 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23670 members 
Mstep: Class 41 contains 2119 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 12047 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4546 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1917 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 21303 members 
Mstep: Class 61 contains 3421 members 
Mstep: Class 62 contains 3168 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6349 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13826 members 
Mstep: Class 67 contains 3238 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 26023 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18615 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36486 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183032.000000 Penalty: 47552.976562
Iteration 261Q: 80 clusters Score -4.218303e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20060 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31735 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1924 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 19400 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8439 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6249 members 
Mstep: Class 21 contains 21092 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20834 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20418 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17048 members 
Mstep: Class 32 contains 23902 members 
Mstep: Class 33 contains 16189 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 12033 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23615 members 
Mstep: Class 41 contains 2100 members 
Mstep: Class 42 contains 4883 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 12300 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4542 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1784 members 
Mstep: Class 60 contains 21309 members 
Mstep: Class 61 contains 3420 members 
Mstep: Class 62 contains 3169 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6318 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13825 members 
Mstep: Class 67 contains 2927 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25982 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18578 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36496 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182880.000000 Penalty: 47552.976562
Iteration 262Q: 80 clusters Score -4.218288e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 20014 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31729 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1928 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9048 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20843 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20468 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17069 members 
Mstep: Class 32 contains 23900 members 
Mstep: Class 33 contains 16224 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11988 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23579 members 
Mstep: Class 41 contains 2082 members 
Mstep: Class 42 contains 4887 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 12594 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4556 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1918 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 21306 members 
Mstep: Class 61 contains 3423 members 
Mstep: Class 62 contains 3173 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6287 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13828 members 
Mstep: Class 67 contains 2632 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25912 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18579 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36507 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182972.000000 Penalty: 47552.976562
Iteration 263Q: 80 clusters Score -4.218297e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19976 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31711 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 19814 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9096 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6255 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20850 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20421 members 
Mstep: Class 30 contains 525 members 
Mstep: Class 31 contains 17091 members 
Mstep: Class 32 contains 23895 members 
Mstep: Class 33 contains 16277 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11960 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23566 members 
Mstep: Class 41 contains 2059 members 
Mstep: Class 42 contains 4893 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 12906 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23209 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4573 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1919 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 21311 members 
Mstep: Class 61 contains 3425 members 
Mstep: Class 62 contains 3179 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6272 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13830 members 
Mstep: Class 67 contains 2322 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25854 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18553 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36519 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183068.000000 Penalty: 47552.976562
Iteration 264Q: 80 clusters Score -4.218307e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19952 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31702 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 20010 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20863 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20370 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 17113 members 
Mstep: Class 32 contains 23892 members 
Mstep: Class 33 contains 16344 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11940 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23532 members 
Mstep: Class 41 contains 2031 members 
Mstep: Class 42 contains 4893 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6486 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 13199 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23209 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4592 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 21310 members 
Mstep: Class 61 contains 3423 members 
Mstep: Class 62 contains 3188 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6275 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13834 members 
Mstep: Class 67 contains 2059 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25786 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18525 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36534 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183044.000000 Penalty: 47552.976562
Iteration 265Q: 80 clusters Score -4.218304e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19940 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31696 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 20234 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 7715 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9178 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6258 members 
Mstep: Class 21 contains 21094 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20864 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 20119 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17140 members 
Mstep: Class 32 contains 23894 members 
Mstep: Class 33 contains 16411 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11924 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23502 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 4896 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6492 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 13514 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4589 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21314 members 
Mstep: Class 61 contains 3423 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6285 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13834 members 
Mstep: Class 67 contains 1884 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25709 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18531 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36556 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183132.000000 Penalty: 47552.976562
Iteration 266Q: 80 clusters Score -4.218313e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19924 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1937 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 20519 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6260 members 
Mstep: Class 21 contains 21094 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20863 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19850 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17170 members 
Mstep: Class 32 contains 23892 members 
Mstep: Class 33 contains 16474 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11902 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23475 members 
Mstep: Class 41 contains 1969 members 
Mstep: Class 42 contains 4901 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 13804 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4599 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21311 members 
Mstep: Class 61 contains 3424 members 
Mstep: Class 62 contains 3189 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6296 members 
Mstep: Class 65 contains 943 members 
Mstep: Class 66 contains 13835 members 
Mstep: Class 67 contains 1737 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25628 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18529 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36576 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183044.000000 Penalty: 47552.976562
Iteration 267Q: 80 clusters Score -4.218304e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19906 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31690 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 20789 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6263 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20870 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19567 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17213 members 
Mstep: Class 32 contains 23891 members 
Mstep: Class 33 contains 16521 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11885 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23477 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 4909 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14095 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23213 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4595 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21292 members 
Mstep: Class 61 contains 3425 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6314 members 
Mstep: Class 65 contains 944 members 
Mstep: Class 66 contains 13840 members 
Mstep: Class 67 contains 1615 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25555 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18542 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36582 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183132.000000 Penalty: 47552.976562
Iteration 268Q: 80 clusters Score -4.218313e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19887 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31684 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1932 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 21053 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6268 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20872 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19320 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17260 members 
Mstep: Class 32 contains 23890 members 
Mstep: Class 33 contains 16553 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11865 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23463 members 
Mstep: Class 41 contains 1920 members 
Mstep: Class 42 contains 4913 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14359 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4595 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 21258 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3192 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6331 members 
Mstep: Class 65 contains 946 members 
Mstep: Class 66 contains 13848 members 
Mstep: Class 67 contains 1527 members 
Mstep: Class 68 contains 315 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25503 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18554 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36584 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183256.000000 Penalty: 47552.976562
Iteration 269Q: 80 clusters Score -4.218326e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19881 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 21276 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6985 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9267 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6272 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 20869 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19130 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17312 members 
Mstep: Class 32 contains 23888 members 
Mstep: Class 33 contains 16583 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11836 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 992 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23452 members 
Mstep: Class 41 contains 1901 members 
Mstep: Class 42 contains 4922 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14584 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4587 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21221 members 
Mstep: Class 61 contains 3426 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6319 members 
Mstep: Class 65 contains 949 members 
Mstep: Class 66 contains 13853 members 
Mstep: Class 67 contains 1448 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25456 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18567 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36569 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183408.000000 Penalty: 47552.976562
Iteration 270Q: 80 clusters Score -4.218341e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19872 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31670 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 21469 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6841 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6274 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2048 members 
Mstep: Class 24 contains 20868 members 
Mstep: Class 25 contains 197 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19065 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17357 members 
Mstep: Class 32 contains 23888 members 
Mstep: Class 33 contains 16614 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11813 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 992 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23465 members 
Mstep: Class 41 contains 1882 members 
Mstep: Class 42 contains 4925 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14712 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4572 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21191 members 
Mstep: Class 61 contains 3425 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6272 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 13857 members 
Mstep: Class 67 contains 1386 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25403 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18598 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36552 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183416.000000 Penalty: 47552.976562
Iteration 271Q: 80 clusters Score -4.218342e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19865 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31663 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 21693 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9288 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2049 members 
Mstep: Class 24 contains 20866 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19016 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17390 members 
Mstep: Class 32 contains 23886 members 
Mstep: Class 33 contains 16637 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11802 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 992 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23471 members 
Mstep: Class 41 contains 1862 members 
Mstep: Class 42 contains 4930 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6497 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14801 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23204 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4570 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 21175 members 
Mstep: Class 61 contains 3425 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6201 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 13863 members 
Mstep: Class 67 contains 1336 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25364 members 
Mstep: Class 71 contains 6066 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18615 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36534 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183356.000000 Penalty: 47552.976562
Iteration 272Q: 80 clusters Score -4.218336e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19857 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 21906 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6585 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21093 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 20865 members 
Mstep: Class 25 contains 199 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19041 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17420 members 
Mstep: Class 32 contains 23878 members 
Mstep: Class 33 contains 16675 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11797 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 993 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23443 members 
Mstep: Class 41 contains 1845 members 
Mstep: Class 42 contains 4936 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6501 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14828 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23205 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4551 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 21159 members 
Mstep: Class 61 contains 3417 members 
Mstep: Class 62 contains 3192 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6110 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 13870 members 
Mstep: Class 67 contains 1310 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25328 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18627 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36522 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183368.000000 Penalty: 47552.976562
Iteration 273Q: 80 clusters Score -4.218337e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19855 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31649 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9314 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21094 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2050 members 
Mstep: Class 24 contains 20868 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19048 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17445 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16703 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11789 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23456 members 
Mstep: Class 41 contains 1828 members 
Mstep: Class 42 contains 4946 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6503 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14861 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23205 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4528 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 21151 members 
Mstep: Class 61 contains 3410 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5975 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 13873 members 
Mstep: Class 67 contains 1266 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25278 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18655 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36523 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183332.000000 Penalty: 47552.976562
Iteration 274Q: 80 clusters Score -4.218333e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19853 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31645 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22252 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21094 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20871 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19020 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17474 members 
Mstep: Class 32 contains 23866 members 
Mstep: Class 33 contains 16736 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11780 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23433 members 
Mstep: Class 41 contains 1822 members 
Mstep: Class 42 contains 4961 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14910 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4493 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21133 members 
Mstep: Class 61 contains 3401 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5846 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 13872 members 
Mstep: Class 67 contains 1237 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25251 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18668 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36536 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183500.000000 Penalty: 47552.976562
Iteration 275Q: 80 clusters Score -4.21835e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19855 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31642 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22414 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6494 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9343 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20877 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 19012 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17496 members 
Mstep: Class 32 contains 23870 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11768 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23404 members 
Mstep: Class 41 contains 1810 members 
Mstep: Class 42 contains 4982 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6509 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14921 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4453 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21118 members 
Mstep: Class 61 contains 3388 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5705 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13871 members 
Mstep: Class 67 contains 1205 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25227 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18659 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36541 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183596.000000 Penalty: 47552.976562
Iteration 276Q: 80 clusters Score -4.21836e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19852 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31635 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22578 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6510 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20877 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18999 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17521 members 
Mstep: Class 32 contains 23871 members 
Mstep: Class 33 contains 16836 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11751 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23388 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 5004 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6508 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14936 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23210 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4411 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21099 members 
Mstep: Class 61 contains 3381 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5551 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13870 members 
Mstep: Class 67 contains 1180 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25213 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18639 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36540 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183704.000000 Penalty: 47552.976562
Iteration 277Q: 80 clusters Score -4.21837e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19848 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31644 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22737 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9364 members 
Mstep: Class 18 contains 45035 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20875 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18984 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17547 members 
Mstep: Class 32 contains 23873 members 
Mstep: Class 33 contains 16899 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11735 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23372 members 
Mstep: Class 41 contains 1801 members 
Mstep: Class 42 contains 5023 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6509 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14946 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23208 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4374 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21075 members 
Mstep: Class 61 contains 3373 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5425 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13876 members 
Mstep: Class 67 contains 1164 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25182 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18621 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36532 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183756.000000 Penalty: 47552.976562
Iteration 278Q: 80 clusters Score -4.218376e+07 nChanged 672
Entering ConstructFrom: 
Score: -42183756.000000 Penalty: 47552.976562
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 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 390 members 
Entering Unmasked Estep 
Score: -50392.187500 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50392.19 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50603.281250 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50603.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50659.101562 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50659.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50684.550781 Penalty: 603.871155
	Iteration 3Q: 3 clusters Score -50684.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50701.546875 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -50701.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50717.574219 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50717.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50735.277344 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50735.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50744.863281 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50744.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50750.664062 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50750.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50757.265625 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50757.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50761.531250 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50761.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50766.941406 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -50766.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50772.867188 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -50772.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50777.128906 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -50777.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50780.695312 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -50780.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50785.101562 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -50785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50787.164062 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -50787.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50787.785156 Penalty: 603.871155
	Iteration 17Q: 3 clusters Score -50787.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -50788.367188 Penalty: 603.871155
	Iteration 18Q: 3 clusters Score -50788.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50788.554688 Penalty: 603.871155
	Iteration 19Q: 3 clusters Score -50788.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -50789.011719 Penalty: 603.871155
	Iteration 20F: 3 clusters Score -50789.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50789.234375 Penalty: 603.871155
	Iteration 21Q: 3 clusters Score -50789.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50789.234375 Penalty: 603.871155
	Iteration 22F: 3 clusters Score -50789.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -360703.093750 Penalty: 386.408325
	Iteration 0F: 2 clusters Score -360703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -357440.406250 Penalty: 772.816650
	Iteration 0F: 3 clusters Score -357440.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -358711.000000 Penalty: 772.816650
	Iteration 1F: 3 clusters Score -358711 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -358900.625000 Penalty: 772.816650
	Iteration 2F: 3 clusters Score -358900.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -359075.968750 Penalty: 772.816650
	Iteration 3F: 3 clusters Score -359076 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -359267.718750 Penalty: 772.816650
	Iteration 4F: 3 clusters Score -359267.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -359473.593750 Penalty: 772.816650
	Iteration 5F: 3 clusters Score -359473.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -359682.468750 Penalty: 772.816650
	Iteration 6F: 3 clusters Score -359682.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359897.500000 Penalty: 772.816650
	Iteration 7F: 3 clusters Score -359897.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -360146.375000 Penalty: 772.816650
	Iteration 8F: 3 clusters Score -360146.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -360374.718750 Penalty: 772.816650
	Iteration 9Q: 3 clusters Score -360374.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -360543.343750 Penalty: 772.816650
	Iteration 10Q: 3 clusters Score -360543.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -360665.750000 Penalty: 772.816650
	Iteration 11Q: 3 clusters Score -360665.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360722.437500 Penalty: 772.816650
	Iteration 12Q: 3 clusters Score -360722.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -360750.937500 Penalty: 772.816650
	Iteration 13Q: 3 clusters Score -360750.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -360763.718750 Penalty: 772.816650
	Iteration 14Q: 3 clusters Score -360763.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -360770.593750 Penalty: 772.816650
	Iteration 15Q: 3 clusters Score -360770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -360773.656250 Penalty: 772.816650
	Iteration 16Q: 3 clusters Score -360773.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -360777.312500 Penalty: 772.816650
	Iteration 17Q: 3 clusters Score -360777.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -360779.250000 Penalty: 772.816650
	Iteration 18Q: 3 clusters Score -360779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -360780.718750 Penalty: 772.816650
	Iteration 19Q: 3 clusters Score -360780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -360780.750000 Penalty: 772.816650
	Iteration 20F: 3 clusters Score -360780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 395 members 
Entering Unmasked Estep 
Score: -42183584.000000 Penalty: 48154.914062
Splitting cluster 2 changes total score from -42183756.000000 to -42183584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Entering Unmasked Estep 
Score: -1571988.125000 Penalty: 450.256989
	Iteration 0F: 2 clusters Score -1571988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1558836.250000 Penalty: 900.513977
	Iteration 0F: 3 clusters Score -1558836 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1564331.375000 Penalty: 900.513977
	Iteration 1F: 3 clusters Score -1564331 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1564778.125000 Penalty: 900.513977
	Iteration 2F: 3 clusters Score -1564778 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1565428.500000 Penalty: 900.513977
	Iteration 3F: 3 clusters Score -1565428 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1566290.625000 Penalty: 900.513977
	Iteration 4F: 3 clusters Score -1566291 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1567425.000000 Penalty: 900.513977
	Iteration 5F: 3 clusters Score -1567425 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1568693.375000 Penalty: 900.513977
	Iteration 6F: 3 clusters Score -1568693 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1569758.375000 Penalty: 900.513977
	Iteration 7F: 3 clusters Score -1569758 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1570496.750000 Penalty: 900.513977
	Iteration 8Q: 3 clusters Score -1570497 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1570988.250000 Penalty: 900.513977
	Iteration 9Q: 3 clusters Score -1570988 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1571248.875000 Penalty: 900.513977
	Iteration 10Q: 3 clusters Score -1571249 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -1571383.625000 Penalty: 900.513977
	Iteration 11Q: 3 clusters Score -1571384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1571462.500000 Penalty: 900.513977
	Iteration 12Q: 3 clusters Score -1571462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1571499.250000 Penalty: 900.513977
	Iteration 13Q: 3 clusters Score -1571499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1571526.875000 Penalty: 900.513977
	Iteration 14Q: 3 clusters Score -1571527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1571551.500000 Penalty: 900.513977
	Iteration 15Q: 3 clusters Score -1571552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -1571566.625000 Penalty: 900.513977
	Iteration 16Q: 3 clusters Score -1571567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1571575.875000 Penalty: 900.513977
	Iteration 17Q: 3 clusters Score -1571576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -1571589.125000 Penalty: 900.513977
	Iteration 18Q: 3 clusters Score -1571589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1571593.875000 Penalty: 900.513977
	Iteration 19Q: 3 clusters Score -1571594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1571594.875000 Penalty: 900.513977
	Iteration 20F: 3 clusters Score -1571595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -1571596.250000 Penalty: 900.513977
	Iteration 21Q: 3 clusters Score -1571596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1571596.000000 Penalty: 900.513977
	Iteration 22Q: 3 clusters Score -1571596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1571596.000000 Penalty: 900.513977
	Iteration 23F: 3 clusters Score -1571596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Entering Unmasked Estep 
Score: -1608079.125000 Penalty: 450.676880
	Iteration 0F: 2 clusters Score -1608079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1594698.750000 Penalty: 901.353760
	Iteration 0F: 3 clusters Score -1594699 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1600546.000000 Penalty: 901.353760
	Iteration 1F: 3 clusters Score -1600546 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1600933.250000 Penalty: 901.353760
	Iteration 2Q: 3 clusters Score -1600933 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1601443.750000 Penalty: 901.353760
	Iteration 3F: 3 clusters Score -1601444 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1602261.750000 Penalty: 901.353760
	Iteration 4F: 3 clusters Score -1602262 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1603468.500000 Penalty: 901.353760
	Iteration 5F: 3 clusters Score -1603468 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1604621.750000 Penalty: 901.353760
	Iteration 6F: 3 clusters Score -1604622 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1605345.125000 Penalty: 901.353760
	Iteration 7Q: 3 clusters Score -1605345 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1605732.000000 Penalty: 901.353760
	Iteration 8Q: 3 clusters Score -1605732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1605987.375000 Penalty: 901.353760
	Iteration 9Q: 3 clusters Score -1605987 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1606211.500000 Penalty: 901.353760
	Iteration 10Q: 3 clusters Score -1606212 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1606384.625000 Penalty: 901.353760
	Iteration 11Q: 3 clusters Score -1606385 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1606558.750000 Penalty: 901.353760
	Iteration 12Q: 3 clusters Score -1606559 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1606724.750000 Penalty: 901.353760
	Iteration 13Q: 3 clusters Score -1606725 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1606891.875000 Penalty: 901.353760
	Iteration 14Q: 3 clusters Score -1606892 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1607031.750000 Penalty: 901.353760
	Iteration 15Q: 3 clusters Score -1607032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1607160.250000 Penalty: 901.353760
	Iteration 16Q: 3 clusters Score -1607160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1607292.625000 Penalty: 901.353760
	Iteration 17Q: 3 clusters Score -1607293 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1607405.125000 Penalty: 901.353760
	Iteration 18Q: 3 clusters Score -1607405 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1607489.375000 Penalty: 901.353760
	Iteration 19Q: 3 clusters Score -1607489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1607549.375000 Penalty: 901.353760
	Iteration 20F: 3 clusters Score -1607549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1607596.750000 Penalty: 901.353760
	Iteration 21Q: 3 clusters Score -1607597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1607625.250000 Penalty: 901.353760
	Iteration 22Q: 3 clusters Score -1607625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1607645.125000 Penalty: 901.353760
	Iteration 23Q: 3 clusters Score -1607645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1607655.500000 Penalty: 901.353760
	Iteration 24Q: 3 clusters Score -1607656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1607663.750000 Penalty: 901.353760
	Iteration 25Q: 3 clusters Score -1607664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1607671.375000 Penalty: 901.353760
	Iteration 26Q: 3 clusters Score -1607671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1607675.250000 Penalty: 901.353760
	Iteration 27Q: 3 clusters Score -1607675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1607676.750000 Penalty: 901.353760
	Iteration 28Q: 3 clusters Score -1607677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1607676.000000 Penalty: 901.353760
	Iteration 29Q: 3 clusters Score -1607676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1607678.500000 Penalty: 901.353760
	Iteration 30Q: 3 clusters Score -1607678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1607680.375000 Penalty: 901.353760
	Iteration 31Q: 3 clusters Score -1607680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1607681.000000 Penalty: 901.353760
	Iteration 32Q: 3 clusters Score -1607681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1607681.000000 Penalty: 901.353760
	Iteration 33F: 3 clusters Score -1607681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7150.397461 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7150.397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7295.647461 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7295.647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7333.519531 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7333.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7341.288086 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7341.288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7350.795898 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7350.796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7361.818359 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7361.818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7362.861816 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7362.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7362.861816 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -7362.862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 66 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 88 members 
Entering Unmasked Estep 
Score: -42183364.000000 Penalty: 48154.914062
Splitting cluster 5 changes total score from -42183756.000000 to -42183364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43770.921875 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43770.92 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43954.699219 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -43954.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -44013.679688 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44013.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -44069.191406 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44069.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -44110.089844 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -44110.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44143.480469 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44143.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44175.164062 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44175.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44188.980469 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44188.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44198.425781 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44198.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44211.929688 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44211.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44233.558594 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44233.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44256.171875 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44256.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -44286.539062 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44286.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44317.585938 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44317.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44337.191406 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44337.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -44356.003906 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44365.308594 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44365.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44368.683594 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44368.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44368.683594 Penalty: 596.018188
	Iteration 18F: 3 clusters Score -44368.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Entering Unmasked Estep 
Score: -2534415.500000 Penalty: 471.476196
	Iteration 0F: 2 clusters Score -2534416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2515036.500000 Penalty: 942.952393
	Iteration 0F: 3 clusters Score -2515036 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2524219.750000 Penalty: 942.952393
	Iteration 1F: 3 clusters Score -2524220 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2525180.500000 Penalty: 942.952393
	Iteration 2F: 3 clusters Score -2525180 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2526691.750000 Penalty: 942.952393
	Iteration 3F: 3 clusters Score -2526692 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2528504.000000 Penalty: 942.952393
	Iteration 4F: 3 clusters Score -2528504 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2529976.750000 Penalty: 942.952393
	Iteration 5F: 3 clusters Score -2529977 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2530680.750000 Penalty: 942.952393
	Iteration 6Q: 3 clusters Score -2530681 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2531005.000000 Penalty: 942.952393
	Iteration 7Q: 3 clusters Score -2531005 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2531167.000000 Penalty: 942.952393
	Iteration 8Q: 3 clusters Score -2531167 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2531308.250000 Penalty: 942.952393
	Iteration 9Q: 3 clusters Score -2531308 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2531478.500000 Penalty: 942.952393
	Iteration 10Q: 3 clusters Score -2531478 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2531613.000000 Penalty: 942.952393
	Iteration 11Q: 3 clusters Score -2531613 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2531767.750000 Penalty: 942.952393
	Iteration 12Q: 3 clusters Score -2531768 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2531921.000000 Penalty: 942.952393
	Iteration 13Q: 3 clusters Score -2531921 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2532065.750000 Penalty: 942.952393
	Iteration 14Q: 3 clusters Score -2532066 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -2532192.750000 Penalty: 942.952393
	Iteration 15Q: 3 clusters Score -2532193 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -2532314.750000 Penalty: 942.952393
	Iteration 16Q: 3 clusters Score -2532315 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2532456.750000 Penalty: 942.952393
	Iteration 17Q: 3 clusters Score -2532457 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -2532608.000000 Penalty: 942.952393
	Iteration 18Q: 3 clusters Score -2532608 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -2532763.750000 Penalty: 942.952393
	Iteration 19Q: 3 clusters Score -2532764 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -2532913.750000 Penalty: 942.952393
	Iteration 20F: 3 clusters Score -2532914 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -2533037.000000 Penalty: 942.952393
	Iteration 21Q: 3 clusters Score -2533037 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -2533162.750000 Penalty: 942.952393
	Iteration 22Q: 3 clusters Score -2533163 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -2533315.750000 Penalty: 942.952393
	Iteration 23Q: 3 clusters Score -2533316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -2533478.750000 Penalty: 942.952393
	Iteration 24Q: 3 clusters Score -2533479 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2533612.000000 Penalty: 942.952393
	Iteration 25Q: 3 clusters Score -2533612 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -2533759.500000 Penalty: 942.952393
	Iteration 26Q: 3 clusters Score -2533760 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -2533869.000000 Penalty: 942.952393
	Iteration 27Q: 3 clusters Score -2533869 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -2533944.250000 Penalty: 942.952393
	Iteration 28Q: 3 clusters Score -2533944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -2534017.750000 Penalty: 942.952393
	Iteration 29Q: 3 clusters Score -2534018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -2534087.000000 Penalty: 942.952393
	Iteration 30Q: 3 clusters Score -2534087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -2534142.000000 Penalty: 942.952393
	Iteration 31Q: 3 clusters Score -2534142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -2534176.500000 Penalty: 942.952393
	Iteration 32Q: 3 clusters Score -2534176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2534209.000000 Penalty: 942.952393
	Iteration 33Q: 3 clusters Score -2534209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -2534222.250000 Penalty: 942.952393
	Iteration 34Q: 3 clusters Score -2534222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -2534230.250000 Penalty: 942.952393
	Iteration 35Q: 3 clusters Score -2534230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -2534240.500000 Penalty: 942.952393
	Iteration 36Q: 3 clusters Score -2534240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -2534253.750000 Penalty: 942.952393
	Iteration 37Q: 3 clusters Score -2534254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -2534255.750000 Penalty: 942.952393
	Iteration 38Q: 3 clusters Score -2534256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -2534261.000000 Penalty: 942.952393
	Iteration 39Q: 3 clusters Score -2534261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -2534261.500000 Penalty: 942.952393
	Iteration 40F: 3 clusters Score -2534262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -2534264.500000 Penalty: 942.952393
	Iteration 41Q: 3 clusters Score -2534264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -2534263.000000 Penalty: 942.952393
	Iteration 42Q: 3 clusters Score -2534263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -2534261.000000 Penalty: 942.952393
	Iteration 43Q: 3 clusters Score -2534261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -2534261.000000 Penalty: 942.952393
	Iteration 44Q: 3 clusters Score -2534261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -2534256.750000 Penalty: 942.952393
	Iteration 45Q: 3 clusters Score -2534257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -2534256.500000 Penalty: 942.952393
	Iteration 46Q: 3 clusters Score -2534256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -2534255.250000 Penalty: 942.952393
	Iteration 47Q: 3 clusters Score -2534255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -2534257.000000 Penalty: 942.952393
	Iteration 48Q: 3 clusters Score -2534257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -2534254.500000 Penalty: 942.952393
	Iteration 49Q: 3 clusters Score -2534254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -2534253.250000 Penalty: 942.952393
	Iteration 50Q: 3 clusters Score -2534253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -2534253.750000 Penalty: 942.952393
	Iteration 51Q: 3 clusters Score -2534254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -2534255.750000 Penalty: 942.952393
	Iteration 52Q: 3 clusters Score -2534256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -2534255.750000 Penalty: 942.952393
	Iteration 53F: 3 clusters Score -2534256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Entering Unmasked Estep 
Score: -278987.718750 Penalty: 376.772369
	Iteration 0F: 2 clusters Score -278987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -276293.406250 Penalty: 753.544739
	Iteration 0F: 3 clusters Score -276293.4 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -277280.093750 Penalty: 753.544739
	Iteration 1F: 3 clusters Score -277280.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -277453.750000 Penalty: 753.544739
	Iteration 2F: 3 clusters Score -277453.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -277586.937500 Penalty: 753.544739
	Iteration 3F: 3 clusters Score -277586.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -277690.500000 Penalty: 753.544739
	Iteration 4F: 3 clusters Score -277690.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -277791.718750 Penalty: 753.544739
	Iteration 5Q: 3 clusters Score -277791.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -277893.875000 Penalty: 753.544739
	Iteration 6Q: 3 clusters Score -277893.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -278001.812500 Penalty: 753.544739
	Iteration 7Q: 3 clusters Score -278001.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -278132.406250 Penalty: 753.544739
	Iteration 8Q: 3 clusters Score -278132.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -278281.375000 Penalty: 753.544739
	Iteration 9Q: 3 clusters Score -278281.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -278415.625000 Penalty: 753.544739
	Iteration 10Q: 3 clusters Score -278415.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -278525.281250 Penalty: 753.544739
	Iteration 11Q: 3 clusters Score -278525.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -278586.593750 Penalty: 753.544739
	Iteration 12Q: 3 clusters Score -278586.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -278626.718750 Penalty: 753.544739
	Iteration 13Q: 3 clusters Score -278626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -278648.406250 Penalty: 753.544739
	Iteration 14Q: 3 clusters Score -278648.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -278665.781250 Penalty: 753.544739
	Iteration 15Q: 3 clusters Score -278665.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -278673.250000 Penalty: 753.544739
	Iteration 16Q: 3 clusters Score -278673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -278678.250000 Penalty: 753.544739
	Iteration 17Q: 3 clusters Score -278678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -278682.562500 Penalty: 753.544739
	Iteration 18Q: 3 clusters Score -278682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -278685.375000 Penalty: 753.544739
	Iteration 19Q: 3 clusters Score -278685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -278686.093750 Penalty: 753.544739
	Iteration 20F: 3 clusters Score -278686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -278687.468750 Penalty: 753.544739
	Iteration 21Q: 3 clusters Score -278687.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -278687.812500 Penalty: 753.544739
	Iteration 22Q: 3 clusters Score -278687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -278690.093750 Penalty: 753.544739
	Iteration 23Q: 3 clusters Score -278690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -278692.125000 Penalty: 753.544739
	Iteration 24Q: 3 clusters Score -278692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -278693.343750 Penalty: 753.544739
	Iteration 25Q: 3 clusters Score -278693.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -278693.875000 Penalty: 753.544739
	Iteration 26Q: 3 clusters Score -278693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -278694.906250 Penalty: 753.544739
	Iteration 27Q: 3 clusters Score -278694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -278696.781250 Penalty: 753.544739
	Iteration 28Q: 3 clusters Score -278696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -278697.062500 Penalty: 753.544739
	Iteration 29Q: 3 clusters Score -278697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -278697.062500 Penalty: 753.544739
	Iteration 30F: 3 clusters Score -278697.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -140762.578125 Penalty: 344.455170
	Iteration 0F: 2 clusters Score -140762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -139326.875000 Penalty: 688.910339
	Iteration 0F: 3 clusters Score -139326.9 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -139838.375000 Penalty: 688.910339
	Iteration 1F: 3 clusters Score -139838.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -139904.890625 Penalty: 688.910339
	Iteration 2F: 3 clusters Score -139904.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -139953.265625 Penalty: 688.910339
	Iteration 3F: 3 clusters Score -139953.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -140024.312500 Penalty: 688.910339
	Iteration 4F: 3 clusters Score -140024.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -140108.765625 Penalty: 688.910339
	Iteration 5F: 3 clusters Score -140108.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -140193.921875 Penalty: 688.910339
	Iteration 6F: 3 clusters Score -140193.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -140254.062500 Penalty: 688.910339
	Iteration 7Q: 3 clusters Score -140254.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -140298.359375 Penalty: 688.910339
	Iteration 8Q: 3 clusters Score -140298.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -140332.093750 Penalty: 688.910339
	Iteration 9Q: 3 clusters Score -140332.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -140359.203125 Penalty: 688.910339
	Iteration 10Q: 3 clusters Score -140359.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -140379.734375 Penalty: 688.910339
	Iteration 11Q: 3 clusters Score -140379.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -140396.437500 Penalty: 688.910339
	Iteration 12Q: 3 clusters Score -140396.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -140405.156250 Penalty: 688.910339
	Iteration 13Q: 3 clusters Score -140405.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -140414.078125 Penalty: 688.910339
	Iteration 14Q: 3 clusters Score -140414.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -140424.140625 Penalty: 688.910339
	Iteration 15Q: 3 clusters Score -140424.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -140434.765625 Penalty: 688.910339
	Iteration 16Q: 3 clusters Score -140434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -140442.203125 Penalty: 688.910339
	Iteration 17Q: 3 clusters Score -140442.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -140444.031250 Penalty: 688.910339
	Iteration 18Q: 3 clusters Score -140444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -140444.312500 Penalty: 688.910339
	Iteration 19Q: 3 clusters Score -140444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -140444.859375 Penalty: 688.910339
	Iteration 20F: 3 clusters Score -140444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -140445.250000 Penalty: 688.910339
	Iteration 21Q: 3 clusters Score -140445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -140445.250000 Penalty: 688.910339
	Iteration 22F: 3 clusters Score -140445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Entering Unmasked Estep 
Score: -248926.937500 Penalty: 370.051514
	Iteration 0F: 2 clusters Score -248926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -246584.578125 Penalty: 740.103027
	Iteration 0F: 3 clusters Score -246584.6 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -247461.359375 Penalty: 740.103027
	Iteration 1F: 3 clusters Score -247461.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -247573.437500 Penalty: 740.103027
	Iteration 2F: 3 clusters Score -247573.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -247696.921875 Penalty: 740.103027
	Iteration 3F: 3 clusters Score -247696.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -247819.500000 Penalty: 740.103027
	Iteration 4F: 3 clusters Score -247819.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -247993.734375 Penalty: 740.103027
	Iteration 5F: 3 clusters Score -247993.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -248185.203125 Penalty: 740.103027
	Iteration 6F: 3 clusters Score -248185.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -248335.875000 Penalty: 740.103027
	Iteration 7F: 3 clusters Score -248335.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -248458.484375 Penalty: 740.103027
	Iteration 8Q: 3 clusters Score -248458.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -248522.343750 Penalty: 740.103027
	Iteration 9Q: 3 clusters Score -248522.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -248557.593750 Penalty: 740.103027
	Iteration 10Q: 3 clusters Score -248557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -248586.187500 Penalty: 740.103027
	Iteration 11Q: 3 clusters Score -248586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -248597.015625 Penalty: 740.103027
	Iteration 12Q: 3 clusters Score -248597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -248606.015625 Penalty: 740.103027
	Iteration 13Q: 3 clusters Score -248606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -248612.656250 Penalty: 740.103027
	Iteration 14Q: 3 clusters Score -248612.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -248615.281250 Penalty: 740.103027
	Iteration 15Q: 3 clusters Score -248615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -248619.796875 Penalty: 740.103027
	Iteration 16Q: 3 clusters Score -248619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -248622.531250 Penalty: 740.103027
	Iteration 17Q: 3 clusters Score -248622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -248622.531250 Penalty: 740.103027
	Iteration 18F: 3 clusters Score -248622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10550.504883 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10550.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10680.914062 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10680.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10707.357422 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10707.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10734.620117 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -10734.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10746.985352 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10746.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10757.377930 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10757.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10764.812500 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10764.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10774.125000 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10774.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10797.867188 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10797.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10818.134766 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10818.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10835.087891 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10835.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10838.642578 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10838.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10841.779297 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10841.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10850.515625 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10850.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10854.589844 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -10854.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10859.527344 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10859.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10861.685547 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -10861.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10863.110352 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -10863.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10863.110352 Penalty: 515.644836
	Iteration 18F: 3 clusters Score -10863.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -12432.519531 Penalty: 247.432617
	Iteration 0F: 2 clusters Score -12432.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12144.892578 Penalty: 494.865234
	Iteration 0F: 3 clusters Score -12144.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12228.785156 Penalty: 494.865234
	Iteration 1F: 3 clusters Score -12228.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12248.557617 Penalty: 494.865234
	Iteration 2F: 3 clusters Score -12248.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12258.461914 Penalty: 494.865234
	Iteration 3Q: 3 clusters Score -12258.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12263.989258 Penalty: 494.865234
	Iteration 4Q: 3 clusters Score -12263.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12265.657227 Penalty: 494.865234
	Iteration 5Q: 3 clusters Score -12265.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12268.878906 Penalty: 494.865234
	Iteration 6Q: 3 clusters Score -12268.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12269.566406 Penalty: 494.865234
	Iteration 7Q: 3 clusters Score -12269.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12270.518555 Penalty: 494.865234
	Iteration 8Q: 3 clusters Score -12270.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12270.518555 Penalty: 494.865234
	Iteration 9F: 3 clusters Score -12270.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Entering Unmasked Estep 
Score: -1867640.875000 Penalty: 456.783508
	Iteration 0F: 2 clusters Score -1867641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1852587.375000 Penalty: 913.567017
	Iteration 0F: 3 clusters Score -1852587 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1858952.875000 Penalty: 913.567017
	Iteration 1F: 3 clusters Score -1858953 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1859424.625000 Penalty: 913.567017
	Iteration 2F: 3 clusters Score -1859425 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1860200.250000 Penalty: 913.567017
	Iteration 3F: 3 clusters Score -1860200 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1861519.250000 Penalty: 913.567017
	Iteration 4F: 3 clusters Score -1861519 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1863142.000000 Penalty: 913.567017
	Iteration 5F: 3 clusters Score -1863142 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1864698.500000 Penalty: 913.567017
	Iteration 6F: 3 clusters Score -1864698 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1865859.000000 Penalty: 913.567017
	Iteration 7F: 3 clusters Score -1865859 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1866525.750000 Penalty: 913.567017
	Iteration 8Q: 3 clusters Score -1866526 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1866846.625000 Penalty: 913.567017
	Iteration 9Q: 3 clusters Score -1866847 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1866945.625000 Penalty: 913.567017
	Iteration 10Q: 3 clusters Score -1866946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1867061.000000 Penalty: 913.567017
	Iteration 11Q: 3 clusters Score -1867061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1867132.125000 Penalty: 913.567017
	Iteration 12Q: 3 clusters Score -1867132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1867172.375000 Penalty: 913.567017
	Iteration 13Q: 3 clusters Score -1867172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1867201.375000 Penalty: 913.567017
	Iteration 14Q: 3 clusters Score -1867201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1867218.000000 Penalty: 913.567017
	Iteration 15Q: 3 clusters Score -1867218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1867233.625000 Penalty: 913.567017
	Iteration 16Q: 3 clusters Score -1867234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1867240.250000 Penalty: 913.567017
	Iteration 17Q: 3 clusters Score -1867240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1867244.375000 Penalty: 913.567017
	Iteration 18Q: 3 clusters Score -1867244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1867249.875000 Penalty: 913.567017
	Iteration 19Q: 3 clusters Score -1867250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1867247.875000 Penalty: 913.567017
	Iteration 20F: 3 clusters Score -1867248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1867245.625000 Penalty: 913.567017
	Iteration 21Q: 3 clusters Score -1867246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1867244.750000 Penalty: 913.567017
	Iteration 22Q: 3 clusters Score -1867245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1867240.750000 Penalty: 913.567017
	Iteration 23Q: 3 clusters Score -1867241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1867246.000000 Penalty: 913.567017
	Iteration 24Q: 3 clusters Score -1867246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1867247.250000 Penalty: 913.567017
	Iteration 25Q: 3 clusters Score -1867247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1867247.750000 Penalty: 913.567017
	Iteration 26Q: 3 clusters Score -1867248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1867246.750000 Penalty: 913.567017
	Iteration 27Q: 3 clusters Score -1867247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1867248.625000 Penalty: 913.567017
	Iteration 28Q: 3 clusters Score -1867249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1867248.625000 Penalty: 913.567017
	Iteration 29F: 3 clusters Score -1867249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 153 members 
Entering Unmasked Estep 
Score: -18861.083984 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18861.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18970.773438 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18970.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19027.375000 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19027.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19041.994141 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -19041.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19048.548828 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19048.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19058.128906 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19058.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19060.744141 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19060.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19067.917969 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19067.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -19079.707031 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19079.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19089.267578 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -19089.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19091.652344 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -19091.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19092.316406 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -19092.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19099.294922 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -19099.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19101.378906 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -19101.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19103.263672 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -19103.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19104.265625 Penalty: 514.056702
	Iteration 15Q: 3 clusters Score -19104.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19104.654297 Penalty: 514.056702
	Iteration 16Q: 3 clusters Score -19104.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19105.562500 Penalty: 514.056702
	Iteration 17Q: 3 clusters Score -19105.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19105.562500 Penalty: 514.056702
	Iteration 18F: 3 clusters Score -19105.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -540767.687500 Penalty: 399.672394
	Iteration 0F: 2 clusters Score -540767.7 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 3219 members 
Entering Unmasked Estep 
Score: -536396.375000 Penalty: 799.344788
	Iteration 0F: 3 clusters Score -536396.4 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -538046.625000 Penalty: 799.344788
	Iteration 1F: 3 clusters Score -538046.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -538222.812500 Penalty: 799.344788
	Iteration 2F: 3 clusters Score -538222.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -538469.000000 Penalty: 799.344788
	Iteration 3F: 3 clusters Score -538469 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -538794.875000 Penalty: 799.344788
	Iteration 4F: 3 clusters Score -538794.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -539035.687500 Penalty: 799.344788
	Iteration 5F: 3 clusters Score -539035.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -539122.125000 Penalty: 799.344788
	Iteration 6F: 3 clusters Score -539122.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -539216.500000 Penalty: 799.344788
	Iteration 7Q: 3 clusters Score -539216.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -539366.187500 Penalty: 799.344788
	Iteration 8Q: 3 clusters Score -539366.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -539494.125000 Penalty: 799.344788
	Iteration 9Q: 3 clusters Score -539494.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -539564.000000 Penalty: 799.344788
	Iteration 10Q: 3 clusters Score -539564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -539685.562500 Penalty: 799.344788
	Iteration 11Q: 3 clusters Score -539685.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -539776.437500 Penalty: 799.344788
	Iteration 12Q: 3 clusters Score -539776.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -539849.312500 Penalty: 799.344788
	Iteration 13Q: 3 clusters Score -539849.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -539924.437500 Penalty: 799.344788
	Iteration 14Q: 3 clusters Score -539924.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -539986.875000 Penalty: 799.344788
	Iteration 15Q: 3 clusters Score -539986.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -540033.875000 Penalty: 799.344788
	Iteration 16Q: 3 clusters Score -540033.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -540081.187500 Penalty: 799.344788
	Iteration 17Q: 3 clusters Score -540081.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -540113.750000 Penalty: 799.344788
	Iteration 18Q: 3 clusters Score -540113.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -540149.625000 Penalty: 799.344788
	Iteration 19Q: 3 clusters Score -540149.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -540180.187500 Penalty: 799.344788
	Iteration 20F: 3 clusters Score -540180.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -540218.625000 Penalty: 799.344788
	Iteration 21Q: 3 clusters Score -540218.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -540244.125000 Penalty: 799.344788
	Iteration 22Q: 3 clusters Score -540244.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -540263.937500 Penalty: 799.344788
	Iteration 23Q: 3 clusters Score -540263.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -540289.250000 Penalty: 799.344788
	Iteration 24Q: 3 clusters Score -540289.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -540311.125000 Penalty: 799.344788
	Iteration 25Q: 3 clusters Score -540311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -540322.500000 Penalty: 799.344788
	Iteration 26Q: 3 clusters Score -540322.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -540331.750000 Penalty: 799.344788
	Iteration 27Q: 3 clusters Score -540331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -540342.000000 Penalty: 799.344788
	Iteration 28Q: 3 clusters Score -540342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -540349.500000 Penalty: 799.344788
	Iteration 29Q: 3 clusters Score -540349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -540353.812500 Penalty: 799.344788
	Iteration 30Q: 3 clusters Score -540353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -540361.250000 Penalty: 799.344788
	Iteration 31Q: 3 clusters Score -540361.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -540359.312500 Penalty: 799.344788
	Iteration 32Q: 3 clusters Score -540359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -540365.500000 Penalty: 799.344788
	Iteration 33Q: 3 clusters Score -540365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -540367.062500 Penalty: 799.344788
	Iteration 34Q: 3 clusters Score -540367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -540369.312500 Penalty: 799.344788
	Iteration 35Q: 3 clusters Score -540369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -540374.312500 Penalty: 799.344788
	Iteration 36Q: 3 clusters Score -540374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -540376.812500 Penalty: 799.344788
	Iteration 37Q: 3 clusters Score -540376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -540379.812500 Penalty: 799.344788
	Iteration 38Q: 3 clusters Score -540379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -540378.750000 Penalty: 799.344788
	Iteration 39Q: 3 clusters Score -540378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -540381.500000 Penalty: 799.344788
	Iteration 40F: 3 clusters Score -540381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -55112.722656 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -55112.72 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 372 members 
Entering Unmasked Estep 
Score: -54477.066406 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -54477.07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -54642.996094 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -54643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54695.535156 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -54695.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54723.886719 Penalty: 597.822815
	Iteration 3F: 3 clusters Score -54723.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54737.851562 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -54737.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54750.566406 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -54750.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -54759.125000 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -54759.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -54770.980469 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -54770.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54790.441406 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -54790.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54808.179688 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -54808.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54821.656250 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -54821.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54834.789062 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -54834.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54849.921875 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -54849.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -54864.402344 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -54864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54874.941406 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -54874.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -54878.191406 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -54878.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54881.007812 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -54881.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54881.464844 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -54881.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -54883.007812 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -54883.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54883.343750 Penalty: 597.822815
	Iteration 19Q: 3 clusters Score -54883.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -54883.343750 Penalty: 597.822815
	Iteration 20F: 3 clusters Score -54883.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Entering Unmasked Estep 
Score: -758596.125000 Penalty: 416.129120
	Iteration 0F: 2 clusters Score -758596.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -752325.875000 Penalty: 832.258240
	Iteration 0F: 3 clusters Score -752325.9 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -754658.562500 Penalty: 832.258240
	Iteration 1F: 3 clusters Score -754658.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -754747.000000 Penalty: 832.258240
	Iteration 2Q: 3 clusters Score -754747 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -754841.187500 Penalty: 832.258240
	Iteration 3Q: 3 clusters Score -754841.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -754934.562500 Penalty: 832.258240
	Iteration 4Q: 3 clusters Score -754934.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -755022.875000 Penalty: 832.258240
	Iteration 5Q: 3 clusters Score -755022.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -755128.000000 Penalty: 832.258240
	Iteration 6Q: 3 clusters Score -755128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -755275.750000 Penalty: 832.258240
	Iteration 7Q: 3 clusters Score -755275.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -755488.875000 Penalty: 832.258240
	Iteration 8Q: 3 clusters Score -755488.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -755799.187500 Penalty: 832.258240
	Iteration 9F: 3 clusters Score -755799.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -756256.125000 Penalty: 832.258240
	Iteration 10F: 3 clusters Score -756256.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -756788.375000 Penalty: 832.258240
	Iteration 11F: 3 clusters Score -756788.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -757321.312500 Penalty: 832.258240
	Iteration 12F: 3 clusters Score -757321.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -757700.812500 Penalty: 832.258240
	Iteration 13Q: 3 clusters Score -757700.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -757966.500000 Penalty: 832.258240
	Iteration 14Q: 3 clusters Score -757966.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -758083.812500 Penalty: 832.258240
	Iteration 15Q: 3 clusters Score -758083.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -758141.625000 Penalty: 832.258240
	Iteration 16Q: 3 clusters Score -758141.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -758165.250000 Penalty: 832.258240
	Iteration 17Q: 3 clusters Score -758165.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -758183.875000 Penalty: 832.258240
	Iteration 18Q: 3 clusters Score -758183.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -758198.312500 Penalty: 832.258240
	Iteration 19Q: 3 clusters Score -758198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -758199.687500 Penalty: 832.258240
	Iteration 20F: 3 clusters Score -758199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -758202.937500 Penalty: 832.258240
	Iteration 21Q: 3 clusters Score -758202.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -758215.500000 Penalty: 832.258240
	Iteration 22Q: 3 clusters Score -758215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -758222.312500 Penalty: 832.258240
	Iteration 23Q: 3 clusters Score -758222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -758225.937500 Penalty: 832.258240
	Iteration 24Q: 3 clusters Score -758225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -758229.437500 Penalty: 832.258240
	Iteration 25Q: 3 clusters Score -758229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -758231.375000 Penalty: 832.258240
	Iteration 26Q: 3 clusters Score -758231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -758234.750000 Penalty: 832.258240
	Iteration 27Q: 3 clusters Score -758234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -758236.000000 Penalty: 832.258240
	Iteration 28Q: 3 clusters Score -758236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -758236.000000 Penalty: 832.258240
	Iteration 29F: 3 clusters Score -758236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Entering Unmasked Estep 
Score: -3422000.000000 Penalty: 487.542389
	Iteration 0F: 2 clusters Score -3422000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3392372.500000 Penalty: 975.084778
	Iteration 0F: 3 clusters Score -3392372 nChanged 21838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3406733.750000 Penalty: 975.084778
	Iteration 1F: 3 clusters Score -3406734 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3408352.000000 Penalty: 975.084778
	Iteration 2F: 3 clusters Score -3408352 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3410366.250000 Penalty: 975.084778
	Iteration 3F: 3 clusters Score -3410366 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3412454.500000 Penalty: 975.084778
	Iteration 4F: 3 clusters Score -3412454 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3413895.000000 Penalty: 975.084778
	Iteration 5F: 3 clusters Score -3413895 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -3414551.500000 Penalty: 975.084778
	Iteration 6Q: 3 clusters Score -3414552 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3414796.000000 Penalty: 975.084778
	Iteration 7Q: 3 clusters Score -3414796 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3414990.750000 Penalty: 975.084778
	Iteration 8Q: 3 clusters Score -3414991 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -3415190.500000 Penalty: 975.084778
	Iteration 9Q: 3 clusters Score -3415190 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3415386.000000 Penalty: 975.084778
	Iteration 10Q: 3 clusters Score -3415386 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -3415551.000000 Penalty: 975.084778
	Iteration 11Q: 3 clusters Score -3415551 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3415741.250000 Penalty: 975.084778
	Iteration 12Q: 3 clusters Score -3415741 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -3415947.250000 Penalty: 975.084778
	Iteration 13Q: 3 clusters Score -3415947 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -3416146.250000 Penalty: 975.084778
	Iteration 14Q: 3 clusters Score -3416146 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3416353.250000 Penalty: 975.084778
	Iteration 15Q: 3 clusters Score -3416353 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -3416513.500000 Penalty: 975.084778
	Iteration 16Q: 3 clusters Score -3416514 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -3416752.000000 Penalty: 975.084778
	Iteration 17Q: 3 clusters Score -3416752 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -3417004.500000 Penalty: 975.084778
	Iteration 18Q: 3 clusters Score -3417004 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -3417264.750000 Penalty: 975.084778
	Iteration 19Q: 3 clusters Score -3417265 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3417551.250000 Penalty: 975.084778
	Iteration 20F: 3 clusters Score -3417551 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -3417812.750000 Penalty: 975.084778
	Iteration 21Q: 3 clusters Score -3417813 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -3418059.750000 Penalty: 975.084778
	Iteration 22Q: 3 clusters Score -3418060 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -3418381.000000 Penalty: 975.084778
	Iteration 23Q: 3 clusters Score -3418381 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -3418771.750000 Penalty: 975.084778
	Iteration 24Q: 3 clusters Score -3418772 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -3419199.750000 Penalty: 975.084778
	Iteration 25Q: 3 clusters Score -3419200 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -3419624.250000 Penalty: 975.084778
	Iteration 26Q: 3 clusters Score -3419624 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -3420011.250000 Penalty: 975.084778
	Iteration 27Q: 3 clusters Score -3420011 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -3420391.750000 Penalty: 975.084778
	Iteration 28Q: 3 clusters Score -3420392 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -3420657.750000 Penalty: 975.084778
	Iteration 29Q: 3 clusters Score -3420658 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -3420916.500000 Penalty: 975.084778
	Iteration 30Q: 3 clusters Score -3420916 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -3421095.250000 Penalty: 975.084778
	Iteration 31Q: 3 clusters Score -3421095 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -3421236.000000 Penalty: 975.084778
	Iteration 32Q: 3 clusters Score -3421236 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -3421336.000000 Penalty: 975.084778
	Iteration 33Q: 3 clusters Score -3421336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -3421420.500000 Penalty: 975.084778
	Iteration 34Q: 3 clusters Score -3421420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -3421476.000000 Penalty: 975.084778
	Iteration 35Q: 3 clusters Score -3421476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -3421527.250000 Penalty: 975.084778
	Iteration 36Q: 3 clusters Score -3421527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -3421559.000000 Penalty: 975.084778
	Iteration 37Q: 3 clusters Score -3421559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -3421589.750000 Penalty: 975.084778
	Iteration 38Q: 3 clusters Score -3421590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -3421604.250000 Penalty: 975.084778
	Iteration 39Q: 3 clusters Score -3421604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -3421610.250000 Penalty: 975.084778
	Iteration 40F: 3 clusters Score -3421610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -3421613.500000 Penalty: 975.084778
	Iteration 41Q: 3 clusters Score -3421614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -3421609.500000 Penalty: 975.084778
	Iteration 42Q: 3 clusters Score -3421610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -3421618.000000 Penalty: 975.084778
	Iteration 43Q: 3 clusters Score -3421618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -3421623.500000 Penalty: 975.084778
	Iteration 44Q: 3 clusters Score -3421624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -3421630.000000 Penalty: 975.084778
	Iteration 45Q: 3 clusters Score -3421630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -3421637.250000 Penalty: 975.084778
	Iteration 46Q: 3 clusters Score -3421637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -3421639.750000 Penalty: 975.084778
	Iteration 47Q: 3 clusters Score -3421640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -3421643.500000 Penalty: 975.084778
	Iteration 48Q: 3 clusters Score -3421644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -3421642.750000 Penalty: 975.084778
	Iteration 49Q: 3 clusters Score -3421643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -3421640.250000 Penalty: 975.084778
	Iteration 50Q: 3 clusters Score -3421640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -3421642.250000 Penalty: 975.084778
	Iteration 51Q: 3 clusters Score -3421642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -3421643.000000 Penalty: 975.084778
	Iteration 52Q: 3 clusters Score -3421643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -3421650.500000 Penalty: 975.084778
	Iteration 53Q: 3 clusters Score -3421650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -3421646.500000 Penalty: 975.084778
	Iteration 54Q: 3 clusters Score -3421646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -3421646.500000 Penalty: 975.084778
	Iteration 55F: 3 clusters Score -3421646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.419922 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.42 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 235 members 
Entering Unmasked Estep 
Score: -26599.691406 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26599.69 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26760.035156 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26760.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26851.070312 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26851.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26888.125000 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26888.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26910.156250 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26910.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26924.455078 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26924.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26935.962891 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26935.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26945.857422 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26945.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26956.332031 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26956.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26965.730469 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26965.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26970.998047 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26980.714844 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26980.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26985.931641 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -26985.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26990.351562 Penalty: 557.545105
	Iteration 13Q: 3 clusters Score -26990.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -26992.289062 Penalty: 557.545105
	Iteration 14Q: 3 clusters Score -26992.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26995.388672 Penalty: 557.545105
	Iteration 15Q: 3 clusters Score -26995.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26997.064453 Penalty: 557.545105
	Iteration 16Q: 3 clusters Score -26997.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26998.197266 Penalty: 557.545105
	Iteration 17Q: 3 clusters Score -26998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26999.044922 Penalty: 557.545105
	Iteration 18Q: 3 clusters Score -26999.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27000.414062 Penalty: 557.545105
	Iteration 19Q: 3 clusters Score -27000.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27001.322266 Penalty: 557.545105
	Iteration 20F: 3 clusters Score -27001.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27001.921875 Penalty: 557.545105
	Iteration 21Q: 3 clusters Score -27001.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27001.921875 Penalty: 557.545105
	Iteration 22F: 3 clusters Score -27001.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Entering Unmasked Estep 
Score: -488861.937500 Penalty: 397.881439
	Iteration 0F: 2 clusters Score -488861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -484651.531250 Penalty: 795.762878
	Iteration 0F: 3 clusters Score -484651.5 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -486211.687500 Penalty: 795.762878
	Iteration 1F: 3 clusters Score -486211.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -486389.656250 Penalty: 795.762878
	Iteration 2F: 3 clusters Score -486389.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -486596.343750 Penalty: 795.762878
	Iteration 3F: 3 clusters Score -486596.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -486829.000000 Penalty: 795.762878
	Iteration 4F: 3 clusters Score -486829 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -487108.500000 Penalty: 795.762878
	Iteration 5F: 3 clusters Score -487108.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -487348.875000 Penalty: 795.762878
	Iteration 6F: 3 clusters Score -487348.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -487462.437500 Penalty: 795.762878
	Iteration 7Q: 3 clusters Score -487462.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -487513.343750 Penalty: 795.762878
	Iteration 8Q: 3 clusters Score -487513.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -487531.718750 Penalty: 795.762878
	Iteration 9Q: 3 clusters Score -487531.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -487545.750000 Penalty: 795.762878
	Iteration 10Q: 3 clusters Score -487545.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -487560.343750 Penalty: 795.762878
	Iteration 11Q: 3 clusters Score -487560.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -487569.593750 Penalty: 795.762878
	Iteration 12Q: 3 clusters Score -487569.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -487577.781250 Penalty: 795.762878
	Iteration 13Q: 3 clusters Score -487577.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -487583.750000 Penalty: 795.762878
	Iteration 14Q: 3 clusters Score -487583.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -487590.125000 Penalty: 795.762878
	Iteration 15Q: 3 clusters Score -487590.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -487593.937500 Penalty: 795.762878
	Iteration 16Q: 3 clusters Score -487593.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -487599.656250 Penalty: 795.762878
	Iteration 17Q: 3 clusters Score -487599.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -487601.062500 Penalty: 795.762878
	Iteration 18Q: 3 clusters Score -487601.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -487603.437500 Penalty: 795.762878
	Iteration 19Q: 3 clusters Score -487603.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -487606.187500 Penalty: 795.762878
	Iteration 20F: 3 clusters Score -487606.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -487608.312500 Penalty: 795.762878
	Iteration 21Q: 3 clusters Score -487608.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -487611.187500 Penalty: 795.762878
	Iteration 22Q: 3 clusters Score -487611.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -487612.750000 Penalty: 795.762878
	Iteration 23Q: 3 clusters Score -487612.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -487614.312500 Penalty: 795.762878
	Iteration 24Q: 3 clusters Score -487614.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -487619.062500 Penalty: 795.762878
	Iteration 25Q: 3 clusters Score -487619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -487623.906250 Penalty: 795.762878
	Iteration 26Q: 3 clusters Score -487623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -487628.187500 Penalty: 795.762878
	Iteration 27Q: 3 clusters Score -487628.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -487636.125000 Penalty: 795.762878
	Iteration 28Q: 3 clusters Score -487636.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -487649.062500 Penalty: 795.762878
	Iteration 29Q: 3 clusters Score -487649.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -487661.750000 Penalty: 795.762878
	Iteration 30Q: 3 clusters Score -487661.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -487672.093750 Penalty: 795.762878
	Iteration 31Q: 3 clusters Score -487672.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -487681.812500 Penalty: 795.762878
	Iteration 32Q: 3 clusters Score -487681.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -487692.437500 Penalty: 795.762878
	Iteration 33Q: 3 clusters Score -487692.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -487704.843750 Penalty: 795.762878
	Iteration 34Q: 3 clusters Score -487704.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -487722.062500 Penalty: 795.762878
	Iteration 35Q: 3 clusters Score -487722.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -487743.406250 Penalty: 795.762878
	Iteration 36Q: 3 clusters Score -487743.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -487778.281250 Penalty: 795.762878
	Iteration 37Q: 3 clusters Score -487778.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -487824.968750 Penalty: 795.762878
	Iteration 38Q: 3 clusters Score -487825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -487888.375000 Penalty: 795.762878
	Iteration 39Q: 3 clusters Score -487888.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -487963.062500 Penalty: 795.762878
	Iteration 40F: 3 clusters Score -487963.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -488037.656250 Penalty: 795.762878
	Iteration 41Q: 3 clusters Score -488037.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -488090.781250 Penalty: 795.762878
	Iteration 42Q: 3 clusters Score -488090.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -488127.781250 Penalty: 795.762878
	Iteration 43Q: 3 clusters Score -488127.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -488152.281250 Penalty: 795.762878
	Iteration 44Q: 3 clusters Score -488152.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -488170.562500 Penalty: 795.762878
	Iteration 45Q: 3 clusters Score -488170.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -488189.406250 Penalty: 795.762878
	Iteration 46Q: 3 clusters Score -488189.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -488200.875000 Penalty: 795.762878
	Iteration 47Q: 3 clusters Score -488200.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -488209.593750 Penalty: 795.762878
	Iteration 48Q: 3 clusters Score -488209.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -488215.875000 Penalty: 795.762878
	Iteration 49Q: 3 clusters Score -488215.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -488219.093750 Penalty: 795.762878
	Iteration 50Q: 3 clusters Score -488219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -488223.187500 Penalty: 795.762878
	Iteration 51Q: 3 clusters Score -488223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -488224.187500 Penalty: 795.762878
	Iteration 52Q: 3 clusters Score -488224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -488225.281250 Penalty: 795.762878
	Iteration 53Q: 3 clusters Score -488225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -488227.406250 Penalty: 795.762878
	Iteration 54Q: 3 clusters Score -488227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -488229.468750 Penalty: 795.762878
	Iteration 55Q: 3 clusters Score -488229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -488228.625000 Penalty: 795.762878
	Iteration 56Q: 3 clusters Score -488228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -488230.500000 Penalty: 795.762878
	Iteration 57Q: 3 clusters Score -488230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -488231.125000 Penalty: 795.762878
	Iteration 58Q: 3 clusters Score -488231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -488231.343750 Penalty: 795.762878
	Iteration 59Q: 3 clusters Score -488231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -488232.093750 Penalty: 795.762878
	Iteration 60F: 3 clusters Score -488232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -488231.500000 Penalty: 795.762878
	Iteration 61Q: 3 clusters Score -488231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -488231.500000 Penalty: 795.762878
	Iteration 62F: 3 clusters Score -488231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Entering Unmasked Estep 
Score: -1684390.375000 Penalty: 453.038330
	Iteration 0F: 2 clusters Score -1684390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1670237.000000 Penalty: 906.076660
	Iteration 0F: 3 clusters Score -1670237 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1676026.250000 Penalty: 906.076660
	Iteration 1F: 3 clusters Score -1676026 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1676320.375000 Penalty: 906.076660
	Iteration 2Q: 3 clusters Score -1676320 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1676632.500000 Penalty: 906.076660
	Iteration 3Q: 3 clusters Score -1676632 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1677012.125000 Penalty: 906.076660
	Iteration 4Q: 3 clusters Score -1677012 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1677529.875000 Penalty: 906.076660
	Iteration 5Q: 3 clusters Score -1677530 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1678323.000000 Penalty: 906.076660
	Iteration 6F: 3 clusters Score -1678323 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1679412.125000 Penalty: 906.076660
	Iteration 7F: 3 clusters Score -1679412 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1680303.125000 Penalty: 906.076660
	Iteration 8F: 3 clusters Score -1680303 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1680631.250000 Penalty: 906.076660
	Iteration 9Q: 3 clusters Score -1680631 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1680715.875000 Penalty: 906.076660
	Iteration 10Q: 3 clusters Score -1680716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1680739.750000 Penalty: 906.076660
	Iteration 11Q: 3 clusters Score -1680740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1680740.750000 Penalty: 906.076660
	Iteration 12Q: 3 clusters Score -1680741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1680748.625000 Penalty: 906.076660
	Iteration 13Q: 3 clusters Score -1680749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1680754.250000 Penalty: 906.076660
	Iteration 14Q: 3 clusters Score -1680754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1680765.000000 Penalty: 906.076660
	Iteration 15Q: 3 clusters Score -1680765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1680770.125000 Penalty: 906.076660
	Iteration 16Q: 3 clusters Score -1680770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1680765.750000 Penalty: 906.076660
	Iteration 17Q: 3 clusters Score -1680766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1680767.875000 Penalty: 906.076660
	Iteration 18Q: 3 clusters Score -1680768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1680773.250000 Penalty: 906.076660
	Iteration 19Q: 3 clusters Score -1680773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1680776.375000 Penalty: 906.076660
	Iteration 20F: 3 clusters Score -1680776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1680781.500000 Penalty: 906.076660
	Iteration 21Q: 3 clusters Score -1680782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1680779.500000 Penalty: 906.076660
	Iteration 22Q: 3 clusters Score -1680780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1680784.375000 Penalty: 906.076660
	Iteration 23Q: 3 clusters Score -1680784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1680785.625000 Penalty: 906.076660
	Iteration 24Q: 3 clusters Score -1680786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1680787.625000 Penalty: 906.076660
	Iteration 25Q: 3 clusters Score -1680788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1680787.375000 Penalty: 906.076660
	Iteration 26Q: 3 clusters Score -1680787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1680787.625000 Penalty: 906.076660
	Iteration 27Q: 3 clusters Score -1680788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1680791.625000 Penalty: 906.076660
	Iteration 28Q: 3 clusters Score -1680792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1680796.125000 Penalty: 906.076660
	Iteration 29Q: 3 clusters Score -1680796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1680798.750000 Penalty: 906.076660
	Iteration 30Q: 3 clusters Score -1680799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1680799.250000 Penalty: 906.076660
	Iteration 31Q: 3 clusters Score -1680799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1680806.375000 Penalty: 906.076660
	Iteration 32Q: 3 clusters Score -1680806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1680813.125000 Penalty: 906.076660
	Iteration 33Q: 3 clusters Score -1680813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1680823.125000 Penalty: 906.076660
	Iteration 34Q: 3 clusters Score -1680823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1680833.375000 Penalty: 906.076660
	Iteration 35Q: 3 clusters Score -1680833 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1680851.125000 Penalty: 906.076660
	Iteration 36Q: 3 clusters Score -1680851 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1680868.625000 Penalty: 906.076660
	Iteration 37Q: 3 clusters Score -1680869 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1680892.125000 Penalty: 906.076660
	Iteration 38Q: 3 clusters Score -1680892 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1680912.250000 Penalty: 906.076660
	Iteration 39Q: 3 clusters Score -1680912 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1680939.500000 Penalty: 906.076660
	Iteration 40F: 3 clusters Score -1680940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1680996.500000 Penalty: 906.076660
	Iteration 41Q: 3 clusters Score -1680996 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1681053.750000 Penalty: 906.076660
	Iteration 42Q: 3 clusters Score -1681054 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1681141.750000 Penalty: 906.076660
	Iteration 43Q: 3 clusters Score -1681142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1681252.125000 Penalty: 906.076660
	Iteration 44Q: 3 clusters Score -1681252 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1681364.625000 Penalty: 906.076660
	Iteration 45Q: 3 clusters Score -1681365 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1681492.125000 Penalty: 906.076660
	Iteration 46Q: 3 clusters Score -1681492 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1681628.500000 Penalty: 906.076660
	Iteration 47Q: 3 clusters Score -1681628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1681767.375000 Penalty: 906.076660
	Iteration 48Q: 3 clusters Score -1681767 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1681901.125000 Penalty: 906.076660
	Iteration 49Q: 3 clusters Score -1681901 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1682017.250000 Penalty: 906.076660
	Iteration 50Q: 3 clusters Score -1682017 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1682130.500000 Penalty: 906.076660
	Iteration 51Q: 3 clusters Score -1682130 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1682230.250000 Penalty: 906.076660
	Iteration 52Q: 3 clusters Score -1682230 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1682346.875000 Penalty: 906.076660
	Iteration 53Q: 3 clusters Score -1682347 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1682469.250000 Penalty: 906.076660
	Iteration 54Q: 3 clusters Score -1682469 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1682589.000000 Penalty: 906.076660
	Iteration 55Q: 3 clusters Score -1682589 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1682680.875000 Penalty: 906.076660
	Iteration 56Q: 3 clusters Score -1682681 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1682757.875000 Penalty: 906.076660
	Iteration 57Q: 3 clusters Score -1682758 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1682821.125000 Penalty: 906.076660
	Iteration 58Q: 3 clusters Score -1682821 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1682886.500000 Penalty: 906.076660
	Iteration 59Q: 3 clusters Score -1682886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1682944.875000 Penalty: 906.076660
	Iteration 60F: 3 clusters Score -1682945 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1683011.125000 Penalty: 906.076660
	Iteration 61Q: 3 clusters Score -1683011 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1683058.875000 Penalty: 906.076660
	Iteration 62Q: 3 clusters Score -1683059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1683131.000000 Penalty: 906.076660
	Iteration 63Q: 3 clusters Score -1683131 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1683191.250000 Penalty: 906.076660
	Iteration 64Q: 3 clusters Score -1683191 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1683237.500000 Penalty: 906.076660
	Iteration 65Q: 3 clusters Score -1683238 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1683277.125000 Penalty: 906.076660
	Iteration 66Q: 3 clusters Score -1683277 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1683299.750000 Penalty: 906.076660
	Iteration 67Q: 3 clusters Score -1683300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1683326.375000 Penalty: 906.076660
	Iteration 68Q: 3 clusters Score -1683326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1683349.250000 Penalty: 906.076660
	Iteration 69Q: 3 clusters Score -1683349 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1683371.875000 Penalty: 906.076660
	Iteration 70Q: 3 clusters Score -1683372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1683394.125000 Penalty: 906.076660
	Iteration 71Q: 3 clusters Score -1683394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1683417.000000 Penalty: 906.076660
	Iteration 72Q: 3 clusters Score -1683417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1683437.375000 Penalty: 906.076660
	Iteration 73Q: 3 clusters Score -1683437 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1683457.500000 Penalty: 906.076660
	Iteration 74Q: 3 clusters Score -1683458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1683476.125000 Penalty: 906.076660
	Iteration 75Q: 3 clusters Score -1683476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1683488.625000 Penalty: 906.076660
	Iteration 76Q: 3 clusters Score -1683489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1683500.000000 Penalty: 906.076660
	Iteration 77Q: 3 clusters Score -1683500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1683500.875000 Penalty: 906.076660
	Iteration 78Q: 3 clusters Score -1683501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1683501.875000 Penalty: 906.076660
	Iteration 79Q: 3 clusters Score -1683502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1683505.375000 Penalty: 906.076660
	Iteration 80F: 3 clusters Score -1683505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1683508.750000 Penalty: 906.076660
	Iteration 81Q: 3 clusters Score -1683509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1683507.750000 Penalty: 906.076660
	Iteration 82Q: 3 clusters Score -1683508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1683510.125000 Penalty: 906.076660
	Iteration 83Q: 3 clusters Score -1683510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1683513.000000 Penalty: 906.076660
	Iteration 84Q: 3 clusters Score -1683513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1683510.000000 Penalty: 906.076660
	Iteration 85Q: 3 clusters Score -1683510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1683513.500000 Penalty: 906.076660
	Iteration 86Q: 3 clusters Score -1683514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1683516.000000 Penalty: 906.076660
	Iteration 87Q: 3 clusters Score -1683516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1683523.125000 Penalty: 906.076660
	Iteration 88Q: 3 clusters Score -1683523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1683526.625000 Penalty: 906.076660
	Iteration 89Q: 3 clusters Score -1683527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1683533.500000 Penalty: 906.076660
	Iteration 90Q: 3 clusters Score -1683534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1683535.500000 Penalty: 906.076660
	Iteration 91Q: 3 clusters Score -1683536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1683539.000000 Penalty: 906.076660
	Iteration 92Q: 3 clusters Score -1683539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1683544.000000 Penalty: 906.076660
	Iteration 93Q: 3 clusters Score -1683544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1683546.250000 Penalty: 906.076660
	Iteration 94Q: 3 clusters Score -1683546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1683553.750000 Penalty: 906.076660
	Iteration 95Q: 3 clusters Score -1683554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1683567.125000 Penalty: 906.076660
	Iteration 96Q: 3 clusters Score -1683567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1683570.500000 Penalty: 906.076660
	Iteration 97Q: 3 clusters Score -1683570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1683588.750000 Penalty: 906.076660
	Iteration 98Q: 3 clusters Score -1683589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1683603.500000 Penalty: 906.076660
	Iteration 99Q: 3 clusters Score -1683604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1683619.375000 Penalty: 906.076660
	Iteration 100F: 3 clusters Score -1683619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1683628.500000 Penalty: 906.076660
	Iteration 101Q: 3 clusters Score -1683628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1683626.000000 Penalty: 906.076660
	Iteration 102Q: 3 clusters Score -1683626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1683625.750000 Penalty: 906.076660
	Iteration 103Q: 3 clusters Score -1683626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1683630.750000 Penalty: 906.076660
	Iteration 104Q: 3 clusters Score -1683631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1683629.375000 Penalty: 906.076660
	Iteration 105Q: 3 clusters Score -1683629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1683628.625000 Penalty: 906.076660
	Iteration 106Q: 3 clusters Score -1683629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1683628.000000 Penalty: 906.076660
	Iteration 107Q: 3 clusters Score -1683628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1683630.625000 Penalty: 906.076660
	Iteration 108Q: 3 clusters Score -1683631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1683629.125000 Penalty: 906.076660
	Iteration 109Q: 3 clusters Score -1683629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1683629.250000 Penalty: 906.076660
	Iteration 110Q: 3 clusters Score -1683629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1683630.000000 Penalty: 906.076660
	Iteration 111Q: 3 clusters Score -1683630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1683627.875000 Penalty: 906.076660
	Iteration 112Q: 3 clusters Score -1683628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1683626.750000 Penalty: 906.076660
	Iteration 113Q: 3 clusters Score -1683627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1683626.500000 Penalty: 906.076660
	Iteration 114Q: 3 clusters Score -1683626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1683630.500000 Penalty: 906.076660
	Iteration 115Q: 3 clusters Score -1683630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1683629.250000 Penalty: 906.076660
	Iteration 116Q: 3 clusters Score -1683629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1683630.625000 Penalty: 906.076660
	Iteration 117Q: 3 clusters Score -1683631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1683632.000000 Penalty: 906.076660
	Iteration 118Q: 3 clusters Score -1683632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1683632.125000 Penalty: 906.076660
	Iteration 119Q: 3 clusters Score -1683632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1683628.375000 Penalty: 906.076660
	Iteration 120F: 3 clusters Score -1683628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1683627.750000 Penalty: 906.076660
	Iteration 121Q: 3 clusters Score -1683628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1683627.750000 Penalty: 906.076660
	Iteration 122F: 3 clusters Score -1683628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8384.588867 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8384.589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8421.073242 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8421.073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8435.670898 Penalty: 440.821045
	Iteration 2Q: 3 clusters Score -8435.671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8447.983398 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -8447.983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8451.526367 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8451.526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8459.073242 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8459.073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8466.709961 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -8466.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8471.366211 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -8471.366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8472.179688 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -8472.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8472.179688 Penalty: 440.821045
	Iteration 9F: 3 clusters Score -8472.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -147850.562500 Penalty: 346.986786
	Iteration 0F: 2 clusters Score -147850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146363.515625 Penalty: 693.973572
	Iteration 0F: 3 clusters Score -146363.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -146844.843750 Penalty: 693.973572
	Iteration 1F: 3 clusters Score -146844.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -146927.875000 Penalty: 693.973572
	Iteration 2F: 3 clusters Score -146927.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -146998.875000 Penalty: 693.973572
	Iteration 3F: 3 clusters Score -146998.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147074.625000 Penalty: 693.973572
	Iteration 4F: 3 clusters Score -147074.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -147155.031250 Penalty: 693.973572
	Iteration 5F: 3 clusters Score -147155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -147208.078125 Penalty: 693.973572
	Iteration 6Q: 3 clusters Score -147208.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -147245.484375 Penalty: 693.973572
	Iteration 7Q: 3 clusters Score -147245.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -147287.625000 Penalty: 693.973572
	Iteration 8Q: 3 clusters Score -147287.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -147323.609375 Penalty: 693.973572
	Iteration 9Q: 3 clusters Score -147323.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -147346.062500 Penalty: 693.973572
	Iteration 10Q: 3 clusters Score -147346.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -147357.187500 Penalty: 693.973572
	Iteration 11Q: 3 clusters Score -147357.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -147365.328125 Penalty: 693.973572
	Iteration 12Q: 3 clusters Score -147365.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -147373.984375 Penalty: 693.973572
	Iteration 13Q: 3 clusters Score -147374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -147383.703125 Penalty: 693.973572
	Iteration 14Q: 3 clusters Score -147383.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -147391.953125 Penalty: 693.973572
	Iteration 15Q: 3 clusters Score -147392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -147399.140625 Penalty: 693.973572
	Iteration 16Q: 3 clusters Score -147399.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -147407.703125 Penalty: 693.973572
	Iteration 17Q: 3 clusters Score -147407.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -147415.125000 Penalty: 693.973572
	Iteration 18Q: 3 clusters Score -147415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -147424.062500 Penalty: 693.973572
	Iteration 19Q: 3 clusters Score -147424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -147431.531250 Penalty: 693.973572
	Iteration 20F: 3 clusters Score -147431.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -147443.031250 Penalty: 693.973572
	Iteration 21Q: 3 clusters Score -147443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -147454.546875 Penalty: 693.973572
	Iteration 22Q: 3 clusters Score -147454.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -147465.109375 Penalty: 693.973572
	Iteration 23Q: 3 clusters Score -147465.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -147475.390625 Penalty: 693.973572
	Iteration 24Q: 3 clusters Score -147475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -147483.078125 Penalty: 693.973572
	Iteration 25Q: 3 clusters Score -147483.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -147493.687500 Penalty: 693.973572
	Iteration 26Q: 3 clusters Score -147493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -147506.984375 Penalty: 693.973572
	Iteration 27Q: 3 clusters Score -147507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -147521.281250 Penalty: 693.973572
	Iteration 28Q: 3 clusters Score -147521.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -147539.046875 Penalty: 693.973572
	Iteration 29Q: 3 clusters Score -147539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -147550.328125 Penalty: 693.973572
	Iteration 30Q: 3 clusters Score -147550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -147559.000000 Penalty: 693.973572
	Iteration 31Q: 3 clusters Score -147559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -147566.984375 Penalty: 693.973572
	Iteration 32Q: 3 clusters Score -147567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -147578.625000 Penalty: 693.973572
	Iteration 33Q: 3 clusters Score -147578.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -147596.468750 Penalty: 693.973572
	Iteration 34Q: 3 clusters Score -147596.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -147613.984375 Penalty: 693.973572
	Iteration 35Q: 3 clusters Score -147614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -147636.328125 Penalty: 693.973572
	Iteration 36Q: 3 clusters Score -147636.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -147654.046875 Penalty: 693.973572
	Iteration 37Q: 3 clusters Score -147654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -147668.703125 Penalty: 693.973572
	Iteration 38Q: 3 clusters Score -147668.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -147689.687500 Penalty: 693.973572
	Iteration 39Q: 3 clusters Score -147689.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -147702.859375 Penalty: 693.973572
	Iteration 40F: 3 clusters Score -147702.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -147721.609375 Penalty: 693.973572
	Iteration 41Q: 3 clusters Score -147721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -147733.656250 Penalty: 693.973572
	Iteration 42Q: 3 clusters Score -147733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -147743.546875 Penalty: 693.973572
	Iteration 43Q: 3 clusters Score -147743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -147752.875000 Penalty: 693.973572
	Iteration 44Q: 3 clusters Score -147752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -147765.062500 Penalty: 693.973572
	Iteration 45Q: 3 clusters Score -147765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -147770.531250 Penalty: 693.973572
	Iteration 46Q: 3 clusters Score -147770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -147773.546875 Penalty: 693.973572
	Iteration 47Q: 3 clusters Score -147773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -147775.687500 Penalty: 693.973572
	Iteration 48Q: 3 clusters Score -147775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -147776.375000 Penalty: 693.973572
	Iteration 49Q: 3 clusters Score -147776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -147776.375000 Penalty: 693.973572
	Iteration 50F: 3 clusters Score -147776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Entering Unmasked Estep 
Score: -1652909.250000 Penalty: 452.567902
	Iteration 0F: 2 clusters Score -1652909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1639015.625000 Penalty: 905.135803
	Iteration 0F: 3 clusters Score -1639016 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1644868.875000 Penalty: 905.135803
	Iteration 1F: 3 clusters Score -1644869 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1645123.625000 Penalty: 905.135803
	Iteration 2Q: 3 clusters Score -1645124 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1645445.625000 Penalty: 905.135803
	Iteration 3Q: 3 clusters Score -1645446 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1645892.500000 Penalty: 905.135803
	Iteration 4Q: 3 clusters Score -1645892 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1646534.500000 Penalty: 905.135803
	Iteration 5F: 3 clusters Score -1646534 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1647449.375000 Penalty: 905.135803
	Iteration 6F: 3 clusters Score -1647449 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1648637.250000 Penalty: 905.135803
	Iteration 7F: 3 clusters Score -1648637 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -1649948.125000 Penalty: 905.135803
	Iteration 8F: 3 clusters Score -1649948 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -1651217.875000 Penalty: 905.135803
	Iteration 9F: 3 clusters Score -1651218 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1651991.375000 Penalty: 905.135803
	Iteration 10Q: 3 clusters Score -1651991 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -1652270.000000 Penalty: 905.135803
	Iteration 11Q: 3 clusters Score -1652270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1652378.000000 Penalty: 905.135803
	Iteration 12Q: 3 clusters Score -1652378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1652421.125000 Penalty: 905.135803
	Iteration 13Q: 3 clusters Score -1652421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1652457.125000 Penalty: 905.135803
	Iteration 14Q: 3 clusters Score -1652457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1652477.125000 Penalty: 905.135803
	Iteration 15Q: 3 clusters Score -1652477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -1652490.875000 Penalty: 905.135803
	Iteration 16Q: 3 clusters Score -1652491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1652499.500000 Penalty: 905.135803
	Iteration 17Q: 3 clusters Score -1652500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1652502.500000 Penalty: 905.135803
	Iteration 18Q: 3 clusters Score -1652502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1652504.500000 Penalty: 905.135803
	Iteration 19Q: 3 clusters Score -1652504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1652503.750000 Penalty: 905.135803
	Iteration 20F: 3 clusters Score -1652504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1652502.750000 Penalty: 905.135803
	Iteration 21Q: 3 clusters Score -1652503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1652502.750000 Penalty: 905.135803
	Iteration 22F: 3 clusters Score -1652503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Entering Unmasked Estep 
Score: -12701.290039 Penalty: 241.073441
	Iteration 0F: 2 clusters Score -12701.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12469.844727 Penalty: 482.146881
	Iteration 0F: 3 clusters Score -12469.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12562.788086 Penalty: 482.146881
	Iteration 1F: 3 clusters Score -12562.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12580.267578 Penalty: 482.146881
	Iteration 2Q: 3 clusters Score -12580.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12583.336914 Penalty: 482.146881
	Iteration 3Q: 3 clusters Score -12583.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12584.504883 Penalty: 482.146881
	Iteration 4Q: 3 clusters Score -12584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12588.256836 Penalty: 482.146881
	Iteration 5Q: 3 clusters Score -12588.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12592.245117 Penalty: 482.146881
	Iteration 6Q: 3 clusters Score -12592.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12592.245117 Penalty: 482.146881
	Iteration 7F: 3 clusters Score -12592.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8505.375977 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8505.376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8546.433594 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8546.434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8560.358398 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8560.358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8563.688477 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8563.688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8564.872070 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8564.872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8564.872070 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -8564.872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12771.640625 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12771.64 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12997.153320 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12997.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13062.387695 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13062.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13093.054688 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -13093.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13126.318359 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13126.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13144.142578 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13144.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13147.212891 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13147.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13148.584961 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13148.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13149.632812 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13149.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13151.154297 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13151.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13153.754883 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13153.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13159.288086 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13159.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13170.655273 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13170.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13177.226562 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13177.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13180.131836 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -13180.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13184.577148 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -13184.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13195.223633 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -13195.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13198.966797 Penalty: 562.569763
	Iteration 17Q: 3 clusters Score -13198.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13202.682617 Penalty: 562.569763
	Iteration 18Q: 3 clusters Score -13202.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13210.262695 Penalty: 562.569763
	Iteration 19Q: 3 clusters Score -13210.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13218.964844 Penalty: 562.569763
	Iteration 20F: 3 clusters Score -13218.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 293 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 191 members 
Entering Unmasked Estep 
Score: -42183376.000000 Penalty: 48154.914062
Splitting cluster 27 changes total score from -42183756.000000 to -42183376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -22185.582031 Penalty: 264.678558
	Iteration 0F: 2 clusters Score -22185.58 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 171 members 
Entering Unmasked Estep 
Score: -21806.634766 Penalty: 529.357117
	Iteration 0F: 3 clusters Score -21806.63 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21918.779297 Penalty: 529.357117
	Iteration 1F: 3 clusters Score -21918.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21939.556641 Penalty: 529.357117
	Iteration 2F: 3 clusters Score -21939.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21944.214844 Penalty: 529.357117
	Iteration 3Q: 3 clusters Score -21944.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21945.794922 Penalty: 529.357117
	Iteration 4Q: 3 clusters Score -21945.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21946.570312 Penalty: 529.357117
	Iteration 5Q: 3 clusters Score -21946.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21946.570312 Penalty: 529.357117
	Iteration 6F: 3 clusters Score -21946.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Entering Unmasked Estep 
Score: -1547184.875000 Penalty: 448.169342
	Iteration 0F: 2 clusters Score -1547185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1534549.125000 Penalty: 896.338684
	Iteration 0F: 3 clusters Score -1534549 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1539658.750000 Penalty: 896.338684
	Iteration 1F: 3 clusters Score -1539659 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1539883.750000 Penalty: 896.338684
	Iteration 2Q: 3 clusters Score -1539884 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1540238.250000 Penalty: 896.338684
	Iteration 3Q: 3 clusters Score -1540238 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1540763.625000 Penalty: 896.338684
	Iteration 4Q: 3 clusters Score -1540764 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1541521.625000 Penalty: 896.338684
	Iteration 5F: 3 clusters Score -1541522 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1542436.125000 Penalty: 896.338684
	Iteration 6F: 3 clusters Score -1542436 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1543414.875000 Penalty: 896.338684
	Iteration 7F: 3 clusters Score -1543415 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1544237.125000 Penalty: 896.338684
	Iteration 8F: 3 clusters Score -1544237 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1544875.000000 Penalty: 896.338684
	Iteration 9Q: 3 clusters Score -1544875 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1545353.125000 Penalty: 896.338684
	Iteration 10Q: 3 clusters Score -1545353 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1545762.125000 Penalty: 896.338684
	Iteration 11Q: 3 clusters Score -1545762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1546138.500000 Penalty: 896.338684
	Iteration 12Q: 3 clusters Score -1546138 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1546427.750000 Penalty: 896.338684
	Iteration 13Q: 3 clusters Score -1546428 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1546580.625000 Penalty: 896.338684
	Iteration 14Q: 3 clusters Score -1546581 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1546671.125000 Penalty: 896.338684
	Iteration 15Q: 3 clusters Score -1546671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1546725.625000 Penalty: 896.338684
	Iteration 16Q: 3 clusters Score -1546726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1546752.250000 Penalty: 896.338684
	Iteration 17Q: 3 clusters Score -1546752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1546760.250000 Penalty: 896.338684
	Iteration 18Q: 3 clusters Score -1546760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1546770.250000 Penalty: 896.338684
	Iteration 19Q: 3 clusters Score -1546770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1546780.625000 Penalty: 896.338684
	Iteration 20F: 3 clusters Score -1546781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1546794.625000 Penalty: 896.338684
	Iteration 21Q: 3 clusters Score -1546795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1546796.625000 Penalty: 896.338684
	Iteration 22Q: 3 clusters Score -1546797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -1546796.625000 Penalty: 896.338684
	Iteration 23Q: 3 clusters Score -1546797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1546798.625000 Penalty: 896.338684
	Iteration 24Q: 3 clusters Score -1546799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1546798.625000 Penalty: 896.338684
	Iteration 25F: 3 clusters Score -1546799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -39067.582031 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -39067.58 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 259 members 
Entering Unmasked Estep 
Score: -38561.843750 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -38561.84 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38701.593750 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -38701.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38753.679688 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -38753.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38779.074219 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -38779.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38796.546875 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -38796.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38804.085938 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -38804.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38813.648438 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -38813.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38824.886719 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -38824.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38837.628906 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -38837.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38878.785156 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -38878.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38919.875000 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -38919.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -38939.640625 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -38939.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38945.582031 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -38945.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -38953.660156 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -38953.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -38959.691406 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -38959.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -38962.656250 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -38962.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38962.765625 Penalty: 569.447754
	Iteration 16Q: 3 clusters Score -38962.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38962.765625 Penalty: 569.447754
	Iteration 17F: 3 clusters Score -38962.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -1438000.000000 Penalty: 444.693909
	Iteration 0F: 2 clusters Score -1438000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1426349.500000 Penalty: 889.387817
	Iteration 0F: 3 clusters Score -1426350 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1431203.250000 Penalty: 889.387817
	Iteration 1F: 3 clusters Score -1431203 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1431495.000000 Penalty: 889.387817
	Iteration 2Q: 3 clusters Score -1431495 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1431808.375000 Penalty: 889.387817
	Iteration 3Q: 3 clusters Score -1431808 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1432156.125000 Penalty: 889.387817
	Iteration 4Q: 3 clusters Score -1432156 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1432578.000000 Penalty: 889.387817
	Iteration 5F: 3 clusters Score -1432578 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1433122.875000 Penalty: 889.387817
	Iteration 6F: 3 clusters Score -1433123 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1433725.625000 Penalty: 889.387817
	Iteration 7Q: 3 clusters Score -1433726 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1434354.500000 Penalty: 889.387817
	Iteration 8Q: 3 clusters Score -1434354 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1434827.625000 Penalty: 889.387817
	Iteration 9Q: 3 clusters Score -1434828 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1435108.125000 Penalty: 889.387817
	Iteration 10Q: 3 clusters Score -1435108 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1435335.375000 Penalty: 889.387817
	Iteration 11Q: 3 clusters Score -1435335 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1435601.250000 Penalty: 889.387817
	Iteration 12Q: 3 clusters Score -1435601 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1435923.750000 Penalty: 889.387817
	Iteration 13Q: 3 clusters Score -1435924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1436263.375000 Penalty: 889.387817
	Iteration 14Q: 3 clusters Score -1436263 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1436601.750000 Penalty: 889.387817
	Iteration 15Q: 3 clusters Score -1436602 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1436886.750000 Penalty: 889.387817
	Iteration 16Q: 3 clusters Score -1436887 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1437081.500000 Penalty: 889.387817
	Iteration 17Q: 3 clusters Score -1437082 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1437246.000000 Penalty: 889.387817
	Iteration 18Q: 3 clusters Score -1437246 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1437341.750000 Penalty: 889.387817
	Iteration 19Q: 3 clusters Score -1437342 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1437402.750000 Penalty: 889.387817
	Iteration 20F: 3 clusters Score -1437403 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1437426.875000 Penalty: 889.387817
	Iteration 21Q: 3 clusters Score -1437427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1437441.000000 Penalty: 889.387817
	Iteration 22Q: 3 clusters Score -1437441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1437446.125000 Penalty: 889.387817
	Iteration 23Q: 3 clusters Score -1437446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1437450.000000 Penalty: 889.387817
	Iteration 24Q: 3 clusters Score -1437450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1437449.125000 Penalty: 889.387817
	Iteration 25Q: 3 clusters Score -1437449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1437451.500000 Penalty: 889.387817
	Iteration 26Q: 3 clusters Score -1437452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1437450.375000 Penalty: 889.387817
	Iteration 27Q: 3 clusters Score -1437450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1437453.000000 Penalty: 889.387817
	Iteration 28Q: 3 clusters Score -1437453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1437449.250000 Penalty: 889.387817
	Iteration 29Q: 3 clusters Score -1437449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1437452.125000 Penalty: 889.387817
	Iteration 30Q: 3 clusters Score -1437452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1437451.375000 Penalty: 889.387817
	Iteration 31Q: 3 clusters Score -1437451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1437452.000000 Penalty: 889.387817
	Iteration 32Q: 3 clusters Score -1437452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1437454.750000 Penalty: 889.387817
	Iteration 33Q: 3 clusters Score -1437455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1437456.875000 Penalty: 889.387817
	Iteration 34Q: 3 clusters Score -1437457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1437458.625000 Penalty: 889.387817
	Iteration 35Q: 3 clusters Score -1437459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1437456.125000 Penalty: 889.387817
	Iteration 36Q: 3 clusters Score -1437456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1437456.250000 Penalty: 889.387817
	Iteration 37Q: 3 clusters Score -1437456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1437453.625000 Penalty: 889.387817
	Iteration 38Q: 3 clusters Score -1437454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1437453.250000 Penalty: 889.387817
	Iteration 39Q: 3 clusters Score -1437453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1437454.875000 Penalty: 889.387817
	Iteration 40F: 3 clusters Score -1437455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1437454.500000 Penalty: 889.387817
	Iteration 41Q: 3 clusters Score -1437454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1437454.500000 Penalty: 889.387817
	Iteration 42F: 3 clusters Score -1437454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Entering Unmasked Estep 
Score: -1793709.000000 Penalty: 458.670532
	Iteration 0F: 2 clusters Score -1793709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1777738.125000 Penalty: 917.341064
	Iteration 0F: 3 clusters Score -1777738 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1784910.375000 Penalty: 917.341064
	Iteration 1F: 3 clusters Score -1784910 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1785753.875000 Penalty: 917.341064
	Iteration 2F: 3 clusters Score -1785754 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -1787066.750000 Penalty: 917.341064
	Iteration 3F: 3 clusters Score -1787067 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -1788858.500000 Penalty: 917.341064
	Iteration 4F: 3 clusters Score -1788858 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1790884.375000 Penalty: 917.341064
	Iteration 5F: 3 clusters Score -1790884 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -1792363.500000 Penalty: 917.341064
	Iteration 6F: 3 clusters Score -1792364 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -1793052.250000 Penalty: 917.341064
	Iteration 7Q: 3 clusters Score -1793052 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1793362.875000 Penalty: 917.341064
	Iteration 8Q: 3 clusters Score -1793363 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -1793570.500000 Penalty: 917.341064
	Iteration 9Q: 3 clusters Score -1793570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -1793659.250000 Penalty: 917.341064
	Iteration 10Q: 3 clusters Score -1793659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -1793736.250000 Penalty: 917.341064
	Iteration 11Q: 3 clusters Score -1793736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -1793787.750000 Penalty: 917.341064
	Iteration 12Q: 3 clusters Score -1793788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -1793816.625000 Penalty: 917.341064
	Iteration 13Q: 3 clusters Score -1793817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -1793832.750000 Penalty: 917.341064
	Iteration 14Q: 3 clusters Score -1793833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -1793837.250000 Penalty: 917.341064
	Iteration 15Q: 3 clusters Score -1793837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -1793843.375000 Penalty: 917.341064
	Iteration 16Q: 3 clusters Score -1793843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1793847.750000 Penalty: 917.341064
	Iteration 17Q: 3 clusters Score -1793848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1793850.125000 Penalty: 917.341064
	Iteration 18Q: 3 clusters Score -1793850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1793854.000000 Penalty: 917.341064
	Iteration 19Q: 3 clusters Score -1793854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1793863.000000 Penalty: 917.341064
	Iteration 20F: 3 clusters Score -1793863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -1793874.875000 Penalty: 917.341064
	Iteration 21Q: 3 clusters Score -1793875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -1793878.375000 Penalty: 917.341064
	Iteration 22Q: 3 clusters Score -1793878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -1793882.125000 Penalty: 917.341064
	Iteration 23Q: 3 clusters Score -1793882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -1793885.000000 Penalty: 917.341064
	Iteration 24Q: 3 clusters Score -1793885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1793887.500000 Penalty: 917.341064
	Iteration 25Q: 3 clusters Score -1793888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -1793887.500000 Penalty: 917.341064
	Iteration 26Q: 3 clusters Score -1793888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1793888.625000 Penalty: 917.341064
	Iteration 27Q: 3 clusters Score -1793889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -1793887.875000 Penalty: 917.341064
	Iteration 28Q: 3 clusters Score -1793888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -1793889.000000 Penalty: 917.341064
	Iteration 29Q: 3 clusters Score -1793889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -1793888.625000 Penalty: 917.341064
	Iteration 30Q: 3 clusters Score -1793889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1793889.875000 Penalty: 917.341064
	Iteration 31Q: 3 clusters Score -1793890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -1793889.000000 Penalty: 917.341064
	Iteration 32Q: 3 clusters Score -1793889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -1793888.625000 Penalty: 917.341064
	Iteration 33Q: 3 clusters Score -1793889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1793890.375000 Penalty: 917.341064
	Iteration 34Q: 3 clusters Score -1793890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -1793890.875000 Penalty: 917.341064
	Iteration 35Q: 3 clusters Score -1793891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1793890.750000 Penalty: 917.341064
	Iteration 36Q: 3 clusters Score -1793891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1793890.750000 Penalty: 917.341064
	Iteration 37F: 3 clusters Score -1793891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 639 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 23238 members 
Entering Unmasked Estep 
Score: -42183636.000000 Penalty: 48154.914062
Splitting cluster 32 changes total score from -42183756.000000 to -42183636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (16973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Entering Unmasked Estep 
Score: -1378848.250000 Penalty: 443.141754
	Iteration 0F: 2 clusters Score -1378848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1367514.500000 Penalty: 886.283508
	Iteration 0F: 3 clusters Score -1367514 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1372350.375000 Penalty: 886.283508
	Iteration 1F: 3 clusters Score -1372350 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1372740.125000 Penalty: 886.283508
	Iteration 2F: 3 clusters Score -1372740 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1373288.250000 Penalty: 886.283508
	Iteration 3F: 3 clusters Score -1373288 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1374101.625000 Penalty: 886.283508
	Iteration 4F: 3 clusters Score -1374102 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1375180.875000 Penalty: 886.283508
	Iteration 5F: 3 clusters Score -1375181 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1376182.375000 Penalty: 886.283508
	Iteration 6F: 3 clusters Score -1376182 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1376784.250000 Penalty: 886.283508
	Iteration 7Q: 3 clusters Score -1376784 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1377120.375000 Penalty: 886.283508
	Iteration 8Q: 3 clusters Score -1377120 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1377381.625000 Penalty: 886.283508
	Iteration 9Q: 3 clusters Score -1377382 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1377603.500000 Penalty: 886.283508
	Iteration 10Q: 3 clusters Score -1377604 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1377802.250000 Penalty: 886.283508
	Iteration 11Q: 3 clusters Score -1377802 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1377954.125000 Penalty: 886.283508
	Iteration 12Q: 3 clusters Score -1377954 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1378072.125000 Penalty: 886.283508
	Iteration 13Q: 3 clusters Score -1378072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1378161.750000 Penalty: 886.283508
	Iteration 14Q: 3 clusters Score -1378162 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1378257.500000 Penalty: 886.283508
	Iteration 15Q: 3 clusters Score -1378258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1378331.125000 Penalty: 886.283508
	Iteration 16Q: 3 clusters Score -1378331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1378372.000000 Penalty: 886.283508
	Iteration 17Q: 3 clusters Score -1378372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1378415.750000 Penalty: 886.283508
	Iteration 18Q: 3 clusters Score -1378416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1378439.000000 Penalty: 886.283508
	Iteration 19Q: 3 clusters Score -1378439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1378450.250000 Penalty: 886.283508
	Iteration 20F: 3 clusters Score -1378450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1378453.125000 Penalty: 886.283508
	Iteration 21Q: 3 clusters Score -1378453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1378454.125000 Penalty: 886.283508
	Iteration 22Q: 3 clusters Score -1378454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1378454.125000 Penalty: 886.283508
	Iteration 23F: 3 clusters Score -1378454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 136 members 
Entering Unmasked Estep 
Score: -13521.384766 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13521.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13631.178711 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13631.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13666.553711 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13666.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13678.999023 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13693.986328 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13693.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13696.468750 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13696.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13698.174805 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13698.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13698.800781 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13699.591797 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13699.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13699.754883 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13699.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13699.754883 Penalty: 515.012878
	Iteration 10F: 3 clusters Score -13699.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -955470.625000 Penalty: 426.264709
	Iteration 0F: 2 clusters Score -955470.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -947701.625000 Penalty: 852.529419
	Iteration 0F: 3 clusters Score -947701.6 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -950676.812500 Penalty: 852.529419
	Iteration 1F: 3 clusters Score -950676.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -950833.500000 Penalty: 852.529419
	Iteration 2Q: 3 clusters Score -950833.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -950995.062500 Penalty: 852.529419
	Iteration 3Q: 3 clusters Score -950995.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -951214.062500 Penalty: 852.529419
	Iteration 4Q: 3 clusters Score -951214.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -951552.062500 Penalty: 852.529419
	Iteration 5F: 3 clusters Score -951552.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -952087.625000 Penalty: 852.529419
	Iteration 6F: 3 clusters Score -952087.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -952825.937500 Penalty: 852.529419
	Iteration 7F: 3 clusters Score -952825.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -953667.625000 Penalty: 852.529419
	Iteration 8F: 3 clusters Score -953667.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -954327.312500 Penalty: 852.529419
	Iteration 9Q: 3 clusters Score -954327.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -954655.187500 Penalty: 852.529419
	Iteration 10Q: 3 clusters Score -954655.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -954843.937500 Penalty: 852.529419
	Iteration 11Q: 3 clusters Score -954843.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -954967.750000 Penalty: 852.529419
	Iteration 12Q: 3 clusters Score -954967.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -955024.437500 Penalty: 852.529419
	Iteration 13Q: 3 clusters Score -955024.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -955051.375000 Penalty: 852.529419
	Iteration 14Q: 3 clusters Score -955051.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -955064.375000 Penalty: 852.529419
	Iteration 15Q: 3 clusters Score -955064.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -955072.312500 Penalty: 852.529419
	Iteration 16Q: 3 clusters Score -955072.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -955077.250000 Penalty: 852.529419
	Iteration 17Q: 3 clusters Score -955077.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -955079.687500 Penalty: 852.529419
	Iteration 18Q: 3 clusters Score -955079.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -955083.312500 Penalty: 852.529419
	Iteration 19Q: 3 clusters Score -955083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -955085.812500 Penalty: 852.529419
	Iteration 20F: 3 clusters Score -955085.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -955086.812500 Penalty: 852.529419
	Iteration 21Q: 3 clusters Score -955086.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -955089.625000 Penalty: 852.529419
	Iteration 22Q: 3 clusters Score -955089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -955088.750000 Penalty: 852.529419
	Iteration 23Q: 3 clusters Score -955088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -955087.562500 Penalty: 852.529419
	Iteration 24Q: 3 clusters Score -955087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -955088.500000 Penalty: 852.529419
	Iteration 25Q: 3 clusters Score -955088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -955091.312500 Penalty: 852.529419
	Iteration 26Q: 3 clusters Score -955091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -955092.875000 Penalty: 852.529419
	Iteration 27Q: 3 clusters Score -955092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -955091.125000 Penalty: 852.529419
	Iteration 28Q: 3 clusters Score -955091.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -955092.562500 Penalty: 852.529419
	Iteration 29Q: 3 clusters Score -955092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -955092.812500 Penalty: 852.529419
	Iteration 30Q: 3 clusters Score -955092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -955094.187500 Penalty: 852.529419
	Iteration 31Q: 3 clusters Score -955094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -955096.687500 Penalty: 852.529419
	Iteration 32Q: 3 clusters Score -955096.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -955097.812500 Penalty: 852.529419
	Iteration 33Q: 3 clusters Score -955097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -955095.375000 Penalty: 852.529419
	Iteration 34Q: 3 clusters Score -955095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -955097.437500 Penalty: 852.529419
	Iteration 35Q: 3 clusters Score -955097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -955099.125000 Penalty: 852.529419
	Iteration 36Q: 3 clusters Score -955099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -955099.812500 Penalty: 852.529419
	Iteration 37Q: 3 clusters Score -955099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -955099.625000 Penalty: 852.529419
	Iteration 38Q: 3 clusters Score -955099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -955099.500000 Penalty: 852.529419
	Iteration 39Q: 3 clusters Score -955099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -955100.312500 Penalty: 852.529419
	Iteration 40F: 3 clusters Score -955100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -955100.312500 Penalty: 852.529419
	Iteration 41Q: 3 clusters Score -955100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -955100.062500 Penalty: 852.529419
	Iteration 42Q: 3 clusters Score -955100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -955099.875000 Penalty: 852.529419
	Iteration 43Q: 3 clusters Score -955099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -955099.875000 Penalty: 852.529419
	Iteration 44F: 3 clusters Score -955099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -214802.093750 Penalty: 362.527008
	Iteration 0F: 2 clusters Score -214802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -212758.984375 Penalty: 725.054016
	Iteration 0F: 3 clusters Score -212759 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -213594.421875 Penalty: 725.054016
	Iteration 1F: 3 clusters Score -213594.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -213772.328125 Penalty: 725.054016
	Iteration 2F: 3 clusters Score -213772.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -213936.375000 Penalty: 725.054016
	Iteration 3F: 3 clusters Score -213936.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -214118.046875 Penalty: 725.054016
	Iteration 4F: 3 clusters Score -214118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -214298.109375 Penalty: 725.054016
	Iteration 5F: 3 clusters Score -214298.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -214395.562500 Penalty: 725.054016
	Iteration 6Q: 3 clusters Score -214395.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -214445.156250 Penalty: 725.054016
	Iteration 7Q: 3 clusters Score -214445.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -214477.437500 Penalty: 725.054016
	Iteration 8Q: 3 clusters Score -214477.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -214493.609375 Penalty: 725.054016
	Iteration 9Q: 3 clusters Score -214493.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -214509.765625 Penalty: 725.054016
	Iteration 10Q: 3 clusters Score -214509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -214522.234375 Penalty: 725.054016
	Iteration 11Q: 3 clusters Score -214522.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -214532.140625 Penalty: 725.054016
	Iteration 12Q: 3 clusters Score -214532.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -214542.031250 Penalty: 725.054016
	Iteration 13Q: 3 clusters Score -214542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -214548.671875 Penalty: 725.054016
	Iteration 14Q: 3 clusters Score -214548.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -214556.093750 Penalty: 725.054016
	Iteration 15Q: 3 clusters Score -214556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -214559.234375 Penalty: 725.054016
	Iteration 16Q: 3 clusters Score -214559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214561.859375 Penalty: 725.054016
	Iteration 17Q: 3 clusters Score -214561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214561.859375 Penalty: 725.054016
	Iteration 18F: 3 clusters Score -214561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -76617.007812 Penalty: 314.029053
	Iteration 0F: 2 clusters Score -76617.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -75847.640625 Penalty: 628.058105
	Iteration 0F: 3 clusters Score -75847.64 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76073.617188 Penalty: 628.058105
	Iteration 1F: 3 clusters Score -76073.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -76126.804688 Penalty: 628.058105
	Iteration 2F: 3 clusters Score -76126.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -76155.390625 Penalty: 628.058105
	Iteration 3F: 3 clusters Score -76155.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76180.500000 Penalty: 628.058105
	Iteration 4Q: 3 clusters Score -76180.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -76200.539062 Penalty: 628.058105
	Iteration 5Q: 3 clusters Score -76200.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76217.640625 Penalty: 628.058105
	Iteration 6Q: 3 clusters Score -76217.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76232.664062 Penalty: 628.058105
	Iteration 7Q: 3 clusters Score -76232.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76252.171875 Penalty: 628.058105
	Iteration 8Q: 3 clusters Score -76252.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76270.398438 Penalty: 628.058105
	Iteration 9Q: 3 clusters Score -76270.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76286.609375 Penalty: 628.058105
	Iteration 10Q: 3 clusters Score -76286.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76292.609375 Penalty: 628.058105
	Iteration 11Q: 3 clusters Score -76292.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76294.335938 Penalty: 628.058105
	Iteration 12Q: 3 clusters Score -76294.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76294.968750 Penalty: 628.058105
	Iteration 13Q: 3 clusters Score -76294.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76295.773438 Penalty: 628.058105
	Iteration 14Q: 3 clusters Score -76295.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76296.054688 Penalty: 628.058105
	Iteration 15Q: 3 clusters Score -76296.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76296.054688 Penalty: 628.058105
	Iteration 16F: 3 clusters Score -76296.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 130 members 
Entering Unmasked Estep 
Score: -9139.914062 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9139.914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9249.369141 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9249.369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9269.925781 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9269.926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9279.776367 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9279.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9285.860352 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9285.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9288.662109 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9288.662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9289.579102 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9289.579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9289.847656 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9289.848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9290.260742 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -9290.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9295.478516 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -9295.479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9296.967773 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -9296.968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9296.967773 Penalty: 502.816223
	Iteration 11F: 3 clusters Score -9296.968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -10641.256836 Penalty: 235.514816
	Iteration 0F: 2 clusters Score -10641.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10377.773438 Penalty: 471.029633
	Iteration 0F: 3 clusters Score -10377.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10437.630859 Penalty: 471.029633
	Iteration 1F: 3 clusters Score -10437.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10459.430664 Penalty: 471.029633
	Iteration 2F: 3 clusters Score -10459.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10476.911133 Penalty: 471.029633
	Iteration 3Q: 3 clusters Score -10476.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10495.950195 Penalty: 471.029633
	Iteration 4Q: 3 clusters Score -10495.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10522.569336 Penalty: 471.029633
	Iteration 5F: 3 clusters Score -10522.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10543.679688 Penalty: 471.029633
	Iteration 6Q: 3 clusters Score -10543.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10552.214844 Penalty: 471.029633
	Iteration 7Q: 3 clusters Score -10552.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10561.059570 Penalty: 471.029633
	Iteration 8Q: 3 clusters Score -10561.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10562.050781 Penalty: 471.029633
	Iteration 9Q: 3 clusters Score -10562.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10566.027344 Penalty: 471.029633
	Iteration 10Q: 3 clusters Score -10566.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10566.027344 Penalty: 471.029633
	Iteration 11F: 3 clusters Score -10566.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (23337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Entering Unmasked Estep 
Score: -1890276.000000 Penalty: 457.629700
	Iteration 0F: 2 clusters Score -1890276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1874994.250000 Penalty: 915.259399
	Iteration 0F: 3 clusters Score -1874994 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1881660.250000 Penalty: 915.259399
	Iteration 1F: 3 clusters Score -1881660 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1882366.875000 Penalty: 915.259399
	Iteration 2F: 3 clusters Score -1882367 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1883506.250000 Penalty: 915.259399
	Iteration 3F: 3 clusters Score -1883506 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1885079.000000 Penalty: 915.259399
	Iteration 4F: 3 clusters Score -1885079 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1886894.375000 Penalty: 915.259399
	Iteration 5F: 3 clusters Score -1886894 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1888197.125000 Penalty: 915.259399
	Iteration 6F: 3 clusters Score -1888197 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1888824.500000 Penalty: 915.259399
	Iteration 7Q: 3 clusters Score -1888824 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1889168.125000 Penalty: 915.259399
	Iteration 8Q: 3 clusters Score -1889168 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1889390.625000 Penalty: 915.259399
	Iteration 9Q: 3 clusters Score -1889391 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1889564.625000 Penalty: 915.259399
	Iteration 10Q: 3 clusters Score -1889565 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1889674.250000 Penalty: 915.259399
	Iteration 11Q: 3 clusters Score -1889674 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1889748.125000 Penalty: 915.259399
	Iteration 12Q: 3 clusters Score -1889748 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1889803.625000 Penalty: 915.259399
	Iteration 13Q: 3 clusters Score -1889804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1889849.875000 Penalty: 915.259399
	Iteration 14Q: 3 clusters Score -1889850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1889889.625000 Penalty: 915.259399
	Iteration 15Q: 3 clusters Score -1889890 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1889920.500000 Penalty: 915.259399
	Iteration 16Q: 3 clusters Score -1889920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1889945.875000 Penalty: 915.259399
	Iteration 17Q: 3 clusters Score -1889946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1889958.875000 Penalty: 915.259399
	Iteration 18Q: 3 clusters Score -1889959 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1889969.750000 Penalty: 915.259399
	Iteration 19Q: 3 clusters Score -1889970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1889992.625000 Penalty: 915.259399
	Iteration 20F: 3 clusters Score -1889993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1890004.125000 Penalty: 915.259399
	Iteration 21Q: 3 clusters Score -1890004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1890004.500000 Penalty: 915.259399
	Iteration 22Q: 3 clusters Score -1890004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1890011.000000 Penalty: 915.259399
	Iteration 23Q: 3 clusters Score -1890011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1890023.000000 Penalty: 915.259399
	Iteration 24Q: 3 clusters Score -1890023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1890028.750000 Penalty: 915.259399
	Iteration 25Q: 3 clusters Score -1890029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1890039.125000 Penalty: 915.259399
	Iteration 26Q: 3 clusters Score -1890039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1890047.875000 Penalty: 915.259399
	Iteration 27Q: 3 clusters Score -1890048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1890054.375000 Penalty: 915.259399
	Iteration 28Q: 3 clusters Score -1890054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1890059.625000 Penalty: 915.259399
	Iteration 29Q: 3 clusters Score -1890060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1890065.500000 Penalty: 915.259399
	Iteration 30Q: 3 clusters Score -1890066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1890068.750000 Penalty: 915.259399
	Iteration 31Q: 3 clusters Score -1890069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1890071.500000 Penalty: 915.259399
	Iteration 32Q: 3 clusters Score -1890072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1890075.625000 Penalty: 915.259399
	Iteration 33Q: 3 clusters Score -1890076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1890082.500000 Penalty: 915.259399
	Iteration 34Q: 3 clusters Score -1890082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1890083.250000 Penalty: 915.259399
	Iteration 35Q: 3 clusters Score -1890083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1890083.750000 Penalty: 915.259399
	Iteration 36Q: 3 clusters Score -1890084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1890088.875000 Penalty: 915.259399
	Iteration 37Q: 3 clusters Score -1890089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1890091.750000 Penalty: 915.259399
	Iteration 38Q: 3 clusters Score -1890092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1890092.875000 Penalty: 915.259399
	Iteration 39Q: 3 clusters Score -1890093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1890090.875000 Penalty: 915.259399
	Iteration 40F: 3 clusters Score -1890091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1890092.625000 Penalty: 915.259399
	Iteration 41Q: 3 clusters Score -1890093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1890090.750000 Penalty: 915.259399
	Iteration 42Q: 3 clusters Score -1890091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1890091.000000 Penalty: 915.259399
	Iteration 43Q: 3 clusters Score -1890091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1890089.625000 Penalty: 915.259399
	Iteration 44Q: 3 clusters Score -1890090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1890090.875000 Penalty: 915.259399
	Iteration 45Q: 3 clusters Score -1890091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1890091.500000 Penalty: 915.259399
	Iteration 46Q: 3 clusters Score -1890092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1890087.500000 Penalty: 915.259399
	Iteration 47Q: 3 clusters Score -1890088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1890089.000000 Penalty: 915.259399
	Iteration 48Q: 3 clusters Score -1890089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1890084.875000 Penalty: 915.259399
	Iteration 49Q: 3 clusters Score -1890085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1890088.875000 Penalty: 915.259399
	Iteration 50Q: 3 clusters Score -1890089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1890083.000000 Penalty: 915.259399
	Iteration 51Q: 3 clusters Score -1890083 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1890086.125000 Penalty: 915.259399
	Iteration 52Q: 3 clusters Score -1890086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1890084.500000 Penalty: 915.259399
	Iteration 53Q: 3 clusters Score -1890084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1890085.000000 Penalty: 915.259399
	Iteration 54Q: 3 clusters Score -1890085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1890093.625000 Penalty: 915.259399
	Iteration 55Q: 3 clusters Score -1890094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1890093.250000 Penalty: 915.259399
	Iteration 56Q: 3 clusters Score -1890093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1890087.500000 Penalty: 915.259399
	Iteration 57Q: 3 clusters Score -1890088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1890089.375000 Penalty: 915.259399
	Iteration 58Q: 3 clusters Score -1890089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1890091.625000 Penalty: 915.259399
	Iteration 59Q: 3 clusters Score -1890092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1890092.750000 Penalty: 915.259399
	Iteration 60F: 3 clusters Score -1890093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1890092.875000 Penalty: 915.259399
	Iteration 61Q: 3 clusters Score -1890093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1890092.375000 Penalty: 915.259399
	Iteration 62Q: 3 clusters Score -1890092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1890092.375000 Penalty: 915.259399
	Iteration 63Q: 3 clusters Score -1890092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1890094.500000 Penalty: 915.259399
	Iteration 64Q: 3 clusters Score -1890094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1890094.500000 Penalty: 915.259399
	Iteration 65F: 3 clusters Score -1890094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Entering Unmasked Estep 
Score: -144614.156250 Penalty: 340.971283
	Iteration 0F: 2 clusters Score -144614.2 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 910 members 
Entering Unmasked Estep 
Score: -143269.406250 Penalty: 681.942566
	Iteration 0F: 3 clusters Score -143269.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -143678.031250 Penalty: 681.942566
	Iteration 1F: 3 clusters Score -143678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -143784.359375 Penalty: 681.942566
	Iteration 2F: 3 clusters Score -143784.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -143901.031250 Penalty: 681.942566
	Iteration 3F: 3 clusters Score -143901 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -144007.156250 Penalty: 681.942566
	Iteration 4F: 3 clusters Score -144007.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144108.953125 Penalty: 681.942566
	Iteration 5F: 3 clusters Score -144109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -144186.750000 Penalty: 681.942566
	Iteration 6F: 3 clusters Score -144186.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -144236.750000 Penalty: 681.942566
	Iteration 7Q: 3 clusters Score -144236.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -144277.437500 Penalty: 681.942566
	Iteration 8Q: 3 clusters Score -144277.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -144303.984375 Penalty: 681.942566
	Iteration 9Q: 3 clusters Score -144304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -144319.921875 Penalty: 681.942566
	Iteration 10Q: 3 clusters Score -144319.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -144329.453125 Penalty: 681.942566
	Iteration 11Q: 3 clusters Score -144329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -144334.640625 Penalty: 681.942566
	Iteration 12Q: 3 clusters Score -144334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -144339.515625 Penalty: 681.942566
	Iteration 13Q: 3 clusters Score -144339.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -144352.265625 Penalty: 681.942566
	Iteration 14Q: 3 clusters Score -144352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -144359.156250 Penalty: 681.942566
	Iteration 15Q: 3 clusters Score -144359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -144364.187500 Penalty: 681.942566
	Iteration 16Q: 3 clusters Score -144364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -144367.796875 Penalty: 681.942566
	Iteration 17Q: 3 clusters Score -144367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -144370.156250 Penalty: 681.942566
	Iteration 18Q: 3 clusters Score -144370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -144371.343750 Penalty: 681.942566
	Iteration 19Q: 3 clusters Score -144371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -144371.640625 Penalty: 681.942566
	Iteration 20F: 3 clusters Score -144371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -144376.078125 Penalty: 681.942566
	Iteration 21Q: 3 clusters Score -144376.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -144382.796875 Penalty: 681.942566
	Iteration 22Q: 3 clusters Score -144382.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -144384.671875 Penalty: 681.942566
	Iteration 23Q: 3 clusters Score -144384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -144386.078125 Penalty: 681.942566
	Iteration 24Q: 3 clusters Score -144386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -144387.109375 Penalty: 681.942566
	Iteration 25Q: 3 clusters Score -144387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -144387.593750 Penalty: 681.942566
	Iteration 26Q: 3 clusters Score -144387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -144387.921875 Penalty: 681.942566
	Iteration 27Q: 3 clusters Score -144387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -144388.000000 Penalty: 681.942566
	Iteration 28Q: 3 clusters Score -144388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144388.218750 Penalty: 681.942566
	Iteration 29Q: 3 clusters Score -144388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -144388.218750 Penalty: 681.942566
	Iteration 30F: 3 clusters Score -144388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -406976.062500 Penalty: 387.858704
	Iteration 0F: 2 clusters Score -406976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -403555.125000 Penalty: 775.717407
	Iteration 0F: 3 clusters Score -403555.1 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -404988.031250 Penalty: 775.717407
	Iteration 1F: 3 clusters Score -404988 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -405270.906250 Penalty: 775.717407
	Iteration 2F: 3 clusters Score -405270.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -405568.406250 Penalty: 775.717407
	Iteration 3F: 3 clusters Score -405568.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -405837.062500 Penalty: 775.717407
	Iteration 4F: 3 clusters Score -405837.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -406057.156250 Penalty: 775.717407
	Iteration 5F: 3 clusters Score -406057.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -406185.625000 Penalty: 775.717407
	Iteration 6Q: 3 clusters Score -406185.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -406258.875000 Penalty: 775.717407
	Iteration 7Q: 3 clusters Score -406258.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -406300.406250 Penalty: 775.717407
	Iteration 8Q: 3 clusters Score -406300.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -406321.187500 Penalty: 775.717407
	Iteration 9Q: 3 clusters Score -406321.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -406337.781250 Penalty: 775.717407
	Iteration 10Q: 3 clusters Score -406337.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -406356.500000 Penalty: 775.717407
	Iteration 11Q: 3 clusters Score -406356.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -406378.531250 Penalty: 775.717407
	Iteration 12Q: 3 clusters Score -406378.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -406397.750000 Penalty: 775.717407
	Iteration 13Q: 3 clusters Score -406397.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -406419.156250 Penalty: 775.717407
	Iteration 14Q: 3 clusters Score -406419.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -406439.750000 Penalty: 775.717407
	Iteration 15Q: 3 clusters Score -406439.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -406459.812500 Penalty: 775.717407
	Iteration 16Q: 3 clusters Score -406459.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -406474.156250 Penalty: 775.717407
	Iteration 17Q: 3 clusters Score -406474.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -406493.531250 Penalty: 775.717407
	Iteration 18Q: 3 clusters Score -406493.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -406508.000000 Penalty: 775.717407
	Iteration 19Q: 3 clusters Score -406508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -406534.218750 Penalty: 775.717407
	Iteration 20F: 3 clusters Score -406534.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -406560.343750 Penalty: 775.717407
	Iteration 21Q: 3 clusters Score -406560.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -406583.656250 Penalty: 775.717407
	Iteration 22Q: 3 clusters Score -406583.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -406597.687500 Penalty: 775.717407
	Iteration 23Q: 3 clusters Score -406597.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -406609.593750 Penalty: 775.717407
	Iteration 24Q: 3 clusters Score -406609.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -406618.375000 Penalty: 775.717407
	Iteration 25Q: 3 clusters Score -406618.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -406629.281250 Penalty: 775.717407
	Iteration 26Q: 3 clusters Score -406629.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -406636.656250 Penalty: 775.717407
	Iteration 27Q: 3 clusters Score -406636.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -406647.250000 Penalty: 775.717407
	Iteration 28Q: 3 clusters Score -406647.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -406657.906250 Penalty: 775.717407
	Iteration 29Q: 3 clusters Score -406657.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -406669.875000 Penalty: 775.717407
	Iteration 30Q: 3 clusters Score -406669.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -406681.312500 Penalty: 775.717407
	Iteration 31Q: 3 clusters Score -406681.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -406695.906250 Penalty: 775.717407
	Iteration 32Q: 3 clusters Score -406695.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -406714.156250 Penalty: 775.717407
	Iteration 33Q: 3 clusters Score -406714.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -406732.812500 Penalty: 775.717407
	Iteration 34Q: 3 clusters Score -406732.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -406745.812500 Penalty: 775.717407
	Iteration 35Q: 3 clusters Score -406745.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -406751.031250 Penalty: 775.717407
	Iteration 36Q: 3 clusters Score -406751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -406754.875000 Penalty: 775.717407
	Iteration 37Q: 3 clusters Score -406754.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -406758.187500 Penalty: 775.717407
	Iteration 38Q: 3 clusters Score -406758.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -406761.875000 Penalty: 775.717407
	Iteration 39Q: 3 clusters Score -406761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -406769.500000 Penalty: 775.717407
	Iteration 40F: 3 clusters Score -406769.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -406773.562500 Penalty: 775.717407
	Iteration 41Q: 3 clusters Score -406773.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -406775.312500 Penalty: 775.717407
	Iteration 42Q: 3 clusters Score -406775.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -406776.437500 Penalty: 775.717407
	Iteration 43Q: 3 clusters Score -406776.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -406777.406250 Penalty: 775.717407
	Iteration 44Q: 3 clusters Score -406777.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -406778.593750 Penalty: 775.717407
	Iteration 45Q: 3 clusters Score -406778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -406778.593750 Penalty: 775.717407
	Iteration 46Q: 3 clusters Score -406778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -406778.406250 Penalty: 775.717407
	Iteration 47Q: 3 clusters Score -406778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -406778.875000 Penalty: 775.717407
	Iteration 48Q: 3 clusters Score -406778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -406778.781250 Penalty: 775.717407
	Iteration 49Q: 3 clusters Score -406778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -406779.718750 Penalty: 775.717407
	Iteration 50Q: 3 clusters Score -406779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -406779.562500 Penalty: 775.717407
	Iteration 51Q: 3 clusters Score -406779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -406780.187500 Penalty: 775.717407
	Iteration 52Q: 3 clusters Score -406780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -406781.031250 Penalty: 775.717407
	Iteration 53Q: 3 clusters Score -406781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -406781.500000 Penalty: 775.717407
	Iteration 54Q: 3 clusters Score -406781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -406782.593750 Penalty: 775.717407
	Iteration 55Q: 3 clusters Score -406782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -406782.968750 Penalty: 775.717407
	Iteration 56Q: 3 clusters Score -406783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -406782.937500 Penalty: 775.717407
	Iteration 57Q: 3 clusters Score -406782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -406783.500000 Penalty: 775.717407
	Iteration 58Q: 3 clusters Score -406783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -406783.125000 Penalty: 775.717407
	Iteration 59Q: 3 clusters Score -406783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -406784.406250 Penalty: 775.717407
	Iteration 60F: 3 clusters Score -406784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -406784.312500 Penalty: 775.717407
	Iteration 61Q: 3 clusters Score -406784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -406784.468750 Penalty: 775.717407
	Iteration 62Q: 3 clusters Score -406784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -406784.468750 Penalty: 775.717407
	Iteration 63F: 3 clusters Score -406784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 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 152 members 
Entering Unmasked Estep 
Score: -17135.611328 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17135.61 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17230.511719 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17230.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -17262.078125 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17262.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17283.798828 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17295.406250 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17295.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17313.812500 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17313.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17330.695312 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17336.373047 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17336.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17339.050781 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -17339.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17342.093750 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -17342.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17348.525391 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -17348.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17352.136719 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -17352.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17353.832031 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -17353.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17353.832031 Penalty: 522.613281
	Iteration 13F: 3 clusters Score -17353.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8000.187988 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -8000.188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8053.120605 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8053.121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8085.123535 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8085.124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8088.593262 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -8088.593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8099.025391 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8099.025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8104.815430 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8104.815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8107.205078 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -8107.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8107.205078 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -8107.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -41317.925781 Penalty: 291.060303
	Iteration 0F: 2 clusters Score -41317.93 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 290 members 
Entering Unmasked Estep 
Score: -40758.730469 Penalty: 582.120605
	Iteration 0F: 3 clusters Score -40758.73 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40952.226562 Penalty: 582.120605
	Iteration 1F: 3 clusters Score -40952.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41034.996094 Penalty: 582.120605
	Iteration 2F: 3 clusters Score -41035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41114.050781 Penalty: 582.120605
	Iteration 3F: 3 clusters Score -41114.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41154.324219 Penalty: 582.120605
	Iteration 4F: 3 clusters Score -41154.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41172.402344 Penalty: 582.120605
	Iteration 5Q: 3 clusters Score -41172.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41190.414062 Penalty: 582.120605
	Iteration 6Q: 3 clusters Score -41190.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41198.058594 Penalty: 582.120605
	Iteration 7Q: 3 clusters Score -41198.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41200.949219 Penalty: 582.120605
	Iteration 8Q: 3 clusters Score -41200.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41203.945312 Penalty: 582.120605
	Iteration 9Q: 3 clusters Score -41203.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41204.777344 Penalty: 582.120605
	Iteration 10Q: 3 clusters Score -41204.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41204.777344 Penalty: 582.120605
	Iteration 11F: 3 clusters Score -41204.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -510540.781250 Penalty: 399.567749
	Iteration 0F: 2 clusters Score -510540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -506173.312500 Penalty: 799.135498
	Iteration 0F: 3 clusters Score -506173.3 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -507771.562500 Penalty: 799.135498
	Iteration 1F: 3 clusters Score -507771.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -507923.625000 Penalty: 799.135498
	Iteration 2F: 3 clusters Score -507923.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -508131.656250 Penalty: 799.135498
	Iteration 3F: 3 clusters Score -508131.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -508410.312500 Penalty: 799.135498
	Iteration 4F: 3 clusters Score -508410.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -508770.343750 Penalty: 799.135498
	Iteration 5F: 3 clusters Score -508770.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -509098.625000 Penalty: 799.135498
	Iteration 6F: 3 clusters Score -509098.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -509320.468750 Penalty: 799.135498
	Iteration 7F: 3 clusters Score -509320.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -509409.843750 Penalty: 799.135498
	Iteration 8Q: 3 clusters Score -509409.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -509467.656250 Penalty: 799.135498
	Iteration 9Q: 3 clusters Score -509467.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -509501.312500 Penalty: 799.135498
	Iteration 10Q: 3 clusters Score -509501.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -509528.625000 Penalty: 799.135498
	Iteration 11Q: 3 clusters Score -509528.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -509562.187500 Penalty: 799.135498
	Iteration 12Q: 3 clusters Score -509562.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -509601.625000 Penalty: 799.135498
	Iteration 13Q: 3 clusters Score -509601.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -509639.906250 Penalty: 799.135498
	Iteration 14Q: 3 clusters Score -509639.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -509676.125000 Penalty: 799.135498
	Iteration 15Q: 3 clusters Score -509676.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -509704.500000 Penalty: 799.135498
	Iteration 16Q: 3 clusters Score -509704.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -509735.531250 Penalty: 799.135498
	Iteration 17Q: 3 clusters Score -509735.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -509777.312500 Penalty: 799.135498
	Iteration 18Q: 3 clusters Score -509777.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -509805.781250 Penalty: 799.135498
	Iteration 19Q: 3 clusters Score -509805.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -509844.500000 Penalty: 799.135498
	Iteration 20F: 3 clusters Score -509844.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -509880.218750 Penalty: 799.135498
	Iteration 21Q: 3 clusters Score -509880.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -509919.062500 Penalty: 799.135498
	Iteration 22Q: 3 clusters Score -509919.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -509951.406250 Penalty: 799.135498
	Iteration 23Q: 3 clusters Score -509951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -509977.031250 Penalty: 799.135498
	Iteration 24Q: 3 clusters Score -509977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -510005.031250 Penalty: 799.135498
	Iteration 25Q: 3 clusters Score -510005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -510025.062500 Penalty: 799.135498
	Iteration 26Q: 3 clusters Score -510025.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -510040.281250 Penalty: 799.135498
	Iteration 27Q: 3 clusters Score -510040.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -510053.437500 Penalty: 799.135498
	Iteration 28Q: 3 clusters Score -510053.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -510060.531250 Penalty: 799.135498
	Iteration 29Q: 3 clusters Score -510060.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -510068.718750 Penalty: 799.135498
	Iteration 30Q: 3 clusters Score -510068.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -510078.218750 Penalty: 799.135498
	Iteration 31Q: 3 clusters Score -510078.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -510084.375000 Penalty: 799.135498
	Iteration 32Q: 3 clusters Score -510084.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -510089.343750 Penalty: 799.135498
	Iteration 33Q: 3 clusters Score -510089.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -510092.500000 Penalty: 799.135498
	Iteration 34Q: 3 clusters Score -510092.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -510096.750000 Penalty: 799.135498
	Iteration 35Q: 3 clusters Score -510096.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -510105.312500 Penalty: 799.135498
	Iteration 36Q: 3 clusters Score -510105.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -510114.093750 Penalty: 799.135498
	Iteration 37Q: 3 clusters Score -510114.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -510118.968750 Penalty: 799.135498
	Iteration 38Q: 3 clusters Score -510119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -510123.312500 Penalty: 799.135498
	Iteration 39Q: 3 clusters Score -510123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -510129.718750 Penalty: 799.135498
	Iteration 40F: 3 clusters Score -510129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -510131.437500 Penalty: 799.135498
	Iteration 41Q: 3 clusters Score -510131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -510137.250000 Penalty: 799.135498
	Iteration 42Q: 3 clusters Score -510137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -510139.781250 Penalty: 799.135498
	Iteration 43Q: 3 clusters Score -510139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -510142.281250 Penalty: 799.135498
	Iteration 44Q: 3 clusters Score -510142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -510144.312500 Penalty: 799.135498
	Iteration 45Q: 3 clusters Score -510144.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -510146.000000 Penalty: 799.135498
	Iteration 46Q: 3 clusters Score -510146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -510147.750000 Penalty: 799.135498
	Iteration 47Q: 3 clusters Score -510147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -510148.562500 Penalty: 799.135498
	Iteration 48Q: 3 clusters Score -510148.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -510150.531250 Penalty: 799.135498
	Iteration 49Q: 3 clusters Score -510150.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -510152.656250 Penalty: 799.135498
	Iteration 50Q: 3 clusters Score -510152.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -510153.250000 Penalty: 799.135498
	Iteration 51Q: 3 clusters Score -510153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -510154.781250 Penalty: 799.135498
	Iteration 52Q: 3 clusters Score -510154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -510158.281250 Penalty: 799.135498
	Iteration 53Q: 3 clusters Score -510158.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -510162.000000 Penalty: 799.135498
	Iteration 54Q: 3 clusters Score -510162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -510166.343750 Penalty: 799.135498
	Iteration 55Q: 3 clusters Score -510166.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -510169.187500 Penalty: 799.135498
	Iteration 56Q: 3 clusters Score -510169.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -510171.500000 Penalty: 799.135498
	Iteration 57Q: 3 clusters Score -510171.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -510176.156250 Penalty: 799.135498
	Iteration 58Q: 3 clusters Score -510176.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -510182.531250 Penalty: 799.135498
	Iteration 59Q: 3 clusters Score -510182.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -510191.875000 Penalty: 799.135498
	Iteration 60F: 3 clusters Score -510191.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -510203.031250 Penalty: 799.135498
	Iteration 61Q: 3 clusters Score -510203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -510206.750000 Penalty: 799.135498
	Iteration 62Q: 3 clusters Score -510206.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -510209.906250 Penalty: 799.135498
	Iteration 63Q: 3 clusters Score -510209.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -510216.281250 Penalty: 799.135498
	Iteration 64Q: 3 clusters Score -510216.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -510219.187500 Penalty: 799.135498
	Iteration 65Q: 3 clusters Score -510219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -510222.468750 Penalty: 799.135498
	Iteration 66Q: 3 clusters Score -510222.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -510226.468750 Penalty: 799.135498
	Iteration 67Q: 3 clusters Score -510226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -510231.593750 Penalty: 799.135498
	Iteration 68Q: 3 clusters Score -510231.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -510235.812500 Penalty: 799.135498
	Iteration 69Q: 3 clusters Score -510235.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -510239.312500 Penalty: 799.135498
	Iteration 70Q: 3 clusters Score -510239.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -510241.156250 Penalty: 799.135498
	Iteration 71Q: 3 clusters Score -510241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -510244.218750 Penalty: 799.135498
	Iteration 72Q: 3 clusters Score -510244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -510245.500000 Penalty: 799.135498
	Iteration 73Q: 3 clusters Score -510245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -510249.000000 Penalty: 799.135498
	Iteration 74Q: 3 clusters Score -510249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -510251.687500 Penalty: 799.135498
	Iteration 75Q: 3 clusters Score -510251.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -510255.031250 Penalty: 799.135498
	Iteration 76Q: 3 clusters Score -510255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -510256.312500 Penalty: 799.135498
	Iteration 77Q: 3 clusters Score -510256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -510260.312500 Penalty: 799.135498
	Iteration 78Q: 3 clusters Score -510260.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -510263.906250 Penalty: 799.135498
	Iteration 79Q: 3 clusters Score -510263.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -510269.468750 Penalty: 799.135498
	Iteration 80F: 3 clusters Score -510269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -510274.843750 Penalty: 799.135498
	Iteration 81Q: 3 clusters Score -510274.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -510285.375000 Penalty: 799.135498
	Iteration 82Q: 3 clusters Score -510285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -510289.406250 Penalty: 799.135498
	Iteration 83Q: 3 clusters Score -510289.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -510293.656250 Penalty: 799.135498
	Iteration 84Q: 3 clusters Score -510293.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -510295.500000 Penalty: 799.135498
	Iteration 85Q: 3 clusters Score -510295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -510296.968750 Penalty: 799.135498
	Iteration 86Q: 3 clusters Score -510297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -510298.625000 Penalty: 799.135498
	Iteration 87Q: 3 clusters Score -510298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -510299.812500 Penalty: 799.135498
	Iteration 88Q: 3 clusters Score -510299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -510302.156250 Penalty: 799.135498
	Iteration 89Q: 3 clusters Score -510302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -510303.562500 Penalty: 799.135498
	Iteration 90Q: 3 clusters Score -510303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -510304.468750 Penalty: 799.135498
	Iteration 91Q: 3 clusters Score -510304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -510306.718750 Penalty: 799.135498
	Iteration 92Q: 3 clusters Score -510306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -510307.718750 Penalty: 799.135498
	Iteration 93Q: 3 clusters Score -510307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -510309.281250 Penalty: 799.135498
	Iteration 94Q: 3 clusters Score -510309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -510309.968750 Penalty: 799.135498
	Iteration 95Q: 3 clusters Score -510310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -510309.968750 Penalty: 799.135498
	Iteration 96F: 3 clusters Score -510310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -96132.445312 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -96132.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -95132.351562 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -95132.35 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95466.578125 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -95466.58 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -95539.148438 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -95539.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95593.460938 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -95593.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -95639.375000 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -95639.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95687.632812 Penalty: 651.848694
	Iteration 5Q: 3 clusters Score -95687.63 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -95753.414062 Penalty: 651.848694
	Iteration 6F: 3 clusters Score -95753.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -95807.367188 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -95807.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -95851.023438 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -95851.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95886.132812 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -95886.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -95937.664062 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -95937.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -95965.531250 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -95965.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -95989.031250 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -95989.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96013.445312 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -96013.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96041.250000 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -96041.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -96056.179688 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -96056.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96058.601562 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -96058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96059.054688 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -96059.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96059.718750 Penalty: 651.848694
	Iteration 18Q: 3 clusters Score -96059.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96061.007812 Penalty: 651.848694
	Iteration 19Q: 3 clusters Score -96061.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96061.929688 Penalty: 651.848694
	Iteration 20F: 3 clusters Score -96061.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96062.171875 Penalty: 651.848694
	Iteration 21Q: 3 clusters Score -96062.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96062.710938 Penalty: 651.848694
	Iteration 22Q: 3 clusters Score -96062.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96062.710938 Penalty: 651.848694
	Iteration 23F: 3 clusters Score -96062.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 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 120 members 
Entering Unmasked Estep 
Score: -4124.594727 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4124.595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4241.719727 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4241.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4279.937500 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4279.938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4329.939941 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -4329.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4346.052734 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4346.053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4346.868652 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4346.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4347.801270 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4347.801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4349.272461 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4349.272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4351.946777 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -4351.947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4353.481445 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -4353.481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4354.293457 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -4354.293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4354.293457 Penalty: 500.242279
	Iteration 11F: 3 clusters Score -4354.293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -38775.457031 Penalty: 290.141083
	Iteration 0F: 2 clusters Score -38775.46 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 280 members 
Entering Unmasked Estep 
Score: -38261.683594 Penalty: 580.282166
	Iteration 0F: 3 clusters Score -38261.68 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38420.062500 Penalty: 580.282166
	Iteration 1F: 3 clusters Score -38420.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -38484.792969 Penalty: 580.282166
	Iteration 2F: 3 clusters Score -38484.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38524.980469 Penalty: 580.282166
	Iteration 3F: 3 clusters Score -38524.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38540.324219 Penalty: 580.282166
	Iteration 4Q: 3 clusters Score -38540.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -38548.570312 Penalty: 580.282166
	Iteration 5Q: 3 clusters Score -38548.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38556.800781 Penalty: 580.282166
	Iteration 6Q: 3 clusters Score -38556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38562.843750 Penalty: 580.282166
	Iteration 7Q: 3 clusters Score -38562.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38570.085938 Penalty: 580.282166
	Iteration 8Q: 3 clusters Score -38570.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -38574.289062 Penalty: 580.282166
	Iteration 9Q: 3 clusters Score -38574.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38576.710938 Penalty: 580.282166
	Iteration 10Q: 3 clusters Score -38576.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -38577.921875 Penalty: 580.282166
	Iteration 11Q: 3 clusters Score -38577.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38578.574219 Penalty: 580.282166
	Iteration 12Q: 3 clusters Score -38578.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38578.574219 Penalty: 580.282166
	Iteration 13F: 3 clusters Score -38578.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Entering Unmasked Estep 
Score: -1211675.125000 Penalty: 437.391571
	Iteration 0F: 2 clusters Score -1211675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1201685.750000 Penalty: 874.783142
	Iteration 0F: 3 clusters Score -1201686 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1205917.875000 Penalty: 874.783142
	Iteration 1F: 3 clusters Score -1205918 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1206505.625000 Penalty: 874.783142
	Iteration 2F: 3 clusters Score -1206506 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1207284.500000 Penalty: 874.783142
	Iteration 3F: 3 clusters Score -1207284 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1208158.125000 Penalty: 874.783142
	Iteration 4F: 3 clusters Score -1208158 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1209089.125000 Penalty: 874.783142
	Iteration 5F: 3 clusters Score -1209089 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1210013.250000 Penalty: 874.783142
	Iteration 6F: 3 clusters Score -1210013 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1210711.375000 Penalty: 874.783142
	Iteration 7F: 3 clusters Score -1210711 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1211098.625000 Penalty: 874.783142
	Iteration 8Q: 3 clusters Score -1211099 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1211243.250000 Penalty: 874.783142
	Iteration 9Q: 3 clusters Score -1211243 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1211305.250000 Penalty: 874.783142
	Iteration 10Q: 3 clusters Score -1211305 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1211351.000000 Penalty: 874.783142
	Iteration 11Q: 3 clusters Score -1211351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1211386.875000 Penalty: 874.783142
	Iteration 12Q: 3 clusters Score -1211387 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1211404.250000 Penalty: 874.783142
	Iteration 13Q: 3 clusters Score -1211404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1211416.500000 Penalty: 874.783142
	Iteration 14Q: 3 clusters Score -1211416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1211428.625000 Penalty: 874.783142
	Iteration 15Q: 3 clusters Score -1211429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1211434.125000 Penalty: 874.783142
	Iteration 16Q: 3 clusters Score -1211434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1211437.000000 Penalty: 874.783142
	Iteration 17Q: 3 clusters Score -1211437 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1211448.375000 Penalty: 874.783142
	Iteration 18Q: 3 clusters Score -1211448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1211451.625000 Penalty: 874.783142
	Iteration 19Q: 3 clusters Score -1211452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1211459.000000 Penalty: 874.783142
	Iteration 20F: 3 clusters Score -1211459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1211470.875000 Penalty: 874.783142
	Iteration 21Q: 3 clusters Score -1211471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1211474.000000 Penalty: 874.783142
	Iteration 22Q: 3 clusters Score -1211474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1211471.375000 Penalty: 874.783142
	Iteration 23Q: 3 clusters Score -1211471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1211470.875000 Penalty: 874.783142
	Iteration 24Q: 3 clusters Score -1211471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1211473.000000 Penalty: 874.783142
	Iteration 25Q: 3 clusters Score -1211473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1211479.000000 Penalty: 874.783142
	Iteration 26Q: 3 clusters Score -1211479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1211475.375000 Penalty: 874.783142
	Iteration 27Q: 3 clusters Score -1211475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1211475.250000 Penalty: 874.783142
	Iteration 28Q: 3 clusters Score -1211475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1211480.625000 Penalty: 874.783142
	Iteration 29Q: 3 clusters Score -1211481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1211477.375000 Penalty: 874.783142
	Iteration 30Q: 3 clusters Score -1211477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1211479.875000 Penalty: 874.783142
	Iteration 31Q: 3 clusters Score -1211480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1211483.375000 Penalty: 874.783142
	Iteration 32Q: 3 clusters Score -1211483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1211485.750000 Penalty: 874.783142
	Iteration 33Q: 3 clusters Score -1211486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1211491.125000 Penalty: 874.783142
	Iteration 34Q: 3 clusters Score -1211491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1211490.625000 Penalty: 874.783142
	Iteration 35Q: 3 clusters Score -1211491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1211493.750000 Penalty: 874.783142
	Iteration 36Q: 3 clusters Score -1211494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1211491.625000 Penalty: 874.783142
	Iteration 37Q: 3 clusters Score -1211492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1211496.375000 Penalty: 874.783142
	Iteration 38Q: 3 clusters Score -1211496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1211501.250000 Penalty: 874.783142
	Iteration 39Q: 3 clusters Score -1211501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1211504.375000 Penalty: 874.783142
	Iteration 40F: 3 clusters Score -1211504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1211510.375000 Penalty: 874.783142
	Iteration 41Q: 3 clusters Score -1211510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1211514.125000 Penalty: 874.783142
	Iteration 42Q: 3 clusters Score -1211514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1211513.250000 Penalty: 874.783142
	Iteration 43Q: 3 clusters Score -1211513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1211509.875000 Penalty: 874.783142
	Iteration 44Q: 3 clusters Score -1211510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1211520.500000 Penalty: 874.783142
	Iteration 45Q: 3 clusters Score -1211520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1211527.500000 Penalty: 874.783142
	Iteration 46Q: 3 clusters Score -1211528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1211527.375000 Penalty: 874.783142
	Iteration 47Q: 3 clusters Score -1211527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1211527.375000 Penalty: 874.783142
	Iteration 48Q: 3 clusters Score -1211527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1211532.500000 Penalty: 874.783142
	Iteration 49Q: 3 clusters Score -1211532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1211537.500000 Penalty: 874.783142
	Iteration 50Q: 3 clusters Score -1211538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1211540.500000 Penalty: 874.783142
	Iteration 51Q: 3 clusters Score -1211540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1211546.375000 Penalty: 874.783142
	Iteration 52Q: 3 clusters Score -1211546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1211557.250000 Penalty: 874.783142
	Iteration 53Q: 3 clusters Score -1211557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1211564.875000 Penalty: 874.783142
	Iteration 54Q: 3 clusters Score -1211565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1211567.500000 Penalty: 874.783142
	Iteration 55Q: 3 clusters Score -1211568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1211578.125000 Penalty: 874.783142
	Iteration 56Q: 3 clusters Score -1211578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1211592.500000 Penalty: 874.783142
	Iteration 57Q: 3 clusters Score -1211592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1211604.000000 Penalty: 874.783142
	Iteration 58Q: 3 clusters Score -1211604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1211613.750000 Penalty: 874.783142
	Iteration 59Q: 3 clusters Score -1211614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1211621.125000 Penalty: 874.783142
	Iteration 60F: 3 clusters Score -1211621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1211634.750000 Penalty: 874.783142
	Iteration 61Q: 3 clusters Score -1211635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1211640.625000 Penalty: 874.783142
	Iteration 62Q: 3 clusters Score -1211641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1211648.500000 Penalty: 874.783142
	Iteration 63Q: 3 clusters Score -1211648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1211644.000000 Penalty: 874.783142
	Iteration 64Q: 3 clusters Score -1211644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1211650.500000 Penalty: 874.783142
	Iteration 65Q: 3 clusters Score -1211650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1211653.875000 Penalty: 874.783142
	Iteration 66Q: 3 clusters Score -1211654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1211658.500000 Penalty: 874.783142
	Iteration 67Q: 3 clusters Score -1211658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1211657.500000 Penalty: 874.783142
	Iteration 68Q: 3 clusters Score -1211658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1211663.125000 Penalty: 874.783142
	Iteration 69Q: 3 clusters Score -1211663 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1211666.750000 Penalty: 874.783142
	Iteration 70Q: 3 clusters Score -1211667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1211673.500000 Penalty: 874.783142
	Iteration 71Q: 3 clusters Score -1211674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1211681.750000 Penalty: 874.783142
	Iteration 72Q: 3 clusters Score -1211682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1211686.750000 Penalty: 874.783142
	Iteration 73Q: 3 clusters Score -1211687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1211686.375000 Penalty: 874.783142
	Iteration 74Q: 3 clusters Score -1211686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1211683.625000 Penalty: 874.783142
	Iteration 75Q: 3 clusters Score -1211684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1211689.250000 Penalty: 874.783142
	Iteration 76Q: 3 clusters Score -1211689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1211692.875000 Penalty: 874.783142
	Iteration 77Q: 3 clusters Score -1211693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1211692.625000 Penalty: 874.783142
	Iteration 78Q: 3 clusters Score -1211693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1211693.750000 Penalty: 874.783142
	Iteration 79Q: 3 clusters Score -1211694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1211696.125000 Penalty: 874.783142
	Iteration 80F: 3 clusters Score -1211696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1211695.750000 Penalty: 874.783142
	Iteration 81Q: 3 clusters Score -1211696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1211698.250000 Penalty: 874.783142
	Iteration 82Q: 3 clusters Score -1211698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1211699.375000 Penalty: 874.783142
	Iteration 83Q: 3 clusters Score -1211699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1211699.375000 Penalty: 874.783142
	Iteration 84Q: 3 clusters Score -1211699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1211700.625000 Penalty: 874.783142
	Iteration 85Q: 3 clusters Score -1211701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1211698.750000 Penalty: 874.783142
	Iteration 86Q: 3 clusters Score -1211699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1211699.125000 Penalty: 874.783142
	Iteration 87Q: 3 clusters Score -1211699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1211699.125000 Penalty: 874.783142
	Iteration 88Q: 3 clusters Score -1211699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1211699.750000 Penalty: 874.783142
	Iteration 89Q: 3 clusters Score -1211700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1211700.875000 Penalty: 874.783142
	Iteration 90Q: 3 clusters Score -1211701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1211699.750000 Penalty: 874.783142
	Iteration 91Q: 3 clusters Score -1211700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1211701.000000 Penalty: 874.783142
	Iteration 92Q: 3 clusters Score -1211701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1211702.250000 Penalty: 874.783142
	Iteration 93Q: 3 clusters Score -1211702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1211702.250000 Penalty: 874.783142
	Iteration 94Q: 3 clusters Score -1211702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1211701.125000 Penalty: 874.783142
	Iteration 95Q: 3 clusters Score -1211701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1211698.875000 Penalty: 874.783142
	Iteration 96Q: 3 clusters Score -1211699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1211699.250000 Penalty: 874.783142
	Iteration 97Q: 3 clusters Score -1211699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1211701.625000 Penalty: 874.783142
	Iteration 98Q: 3 clusters Score -1211702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1211700.125000 Penalty: 874.783142
	Iteration 99Q: 3 clusters Score -1211700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1211700.250000 Penalty: 874.783142
	Iteration 100F: 3 clusters Score -1211700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1211700.375000 Penalty: 874.783142
	Iteration 101Q: 3 clusters Score -1211700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1211700.000000 Penalty: 874.783142
	Iteration 102Q: 3 clusters Score -1211700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1211699.250000 Penalty: 874.783142
	Iteration 103Q: 3 clusters Score -1211699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1211699.250000 Penalty: 874.783142
	Iteration 104F: 3 clusters Score -1211699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 1303 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 13655 members 
Entering Unmasked Estep 
Score: -42183636.000000 Penalty: 48154.914062
Splitting cluster 50 changes total score from -42183756.000000 to -42183636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 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 101 members 
Entering Unmasked Estep 
Score: -15796.406250 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15796.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15856.995117 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15888.863281 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15888.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15904.912109 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -15904.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15913.612305 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15913.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -15918.750977 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15918.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15920.806641 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15920.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -15920.806641 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -15920.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Entering Unmasked Estep 
Score: -1876782.000000 Penalty: 457.375519
	Iteration 0F: 2 clusters Score -1876782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1861981.375000 Penalty: 914.751038
	Iteration 0F: 3 clusters Score -1861981 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1868949.875000 Penalty: 914.751038
	Iteration 1F: 3 clusters Score -1868950 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1869847.000000 Penalty: 914.751038
	Iteration 2F: 3 clusters Score -1869847 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1871155.625000 Penalty: 914.751038
	Iteration 3F: 3 clusters Score -1871156 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1872712.375000 Penalty: 914.751038
	Iteration 4F: 3 clusters Score -1872712 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1874200.375000 Penalty: 914.751038
	Iteration 5F: 3 clusters Score -1874200 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1875227.750000 Penalty: 914.751038
	Iteration 6Q: 3 clusters Score -1875228 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1875786.625000 Penalty: 914.751038
	Iteration 7Q: 3 clusters Score -1875787 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1876068.625000 Penalty: 914.751038
	Iteration 8Q: 3 clusters Score -1876069 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1876225.750000 Penalty: 914.751038
	Iteration 9Q: 3 clusters Score -1876226 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1876299.875000 Penalty: 914.751038
	Iteration 10Q: 3 clusters Score -1876300 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1876368.500000 Penalty: 914.751038
	Iteration 11Q: 3 clusters Score -1876368 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1876403.625000 Penalty: 914.751038
	Iteration 12Q: 3 clusters Score -1876404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1876422.250000 Penalty: 914.751038
	Iteration 13Q: 3 clusters Score -1876422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1876415.875000 Penalty: 914.751038
	Iteration 14Q: 3 clusters Score -1876416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1876420.000000 Penalty: 914.751038
	Iteration 15Q: 3 clusters Score -1876420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1876431.125000 Penalty: 914.751038
	Iteration 16Q: 3 clusters Score -1876431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1876427.125000 Penalty: 914.751038
	Iteration 17Q: 3 clusters Score -1876427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1876428.375000 Penalty: 914.751038
	Iteration 18Q: 3 clusters Score -1876428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1876424.000000 Penalty: 914.751038
	Iteration 19Q: 3 clusters Score -1876424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1876424.750000 Penalty: 914.751038
	Iteration 20F: 3 clusters Score -1876425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1876425.750000 Penalty: 914.751038
	Iteration 21Q: 3 clusters Score -1876426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1876422.750000 Penalty: 914.751038
	Iteration 22Q: 3 clusters Score -1876423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1876426.250000 Penalty: 914.751038
	Iteration 23Q: 3 clusters Score -1876426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1876424.875000 Penalty: 914.751038
	Iteration 24Q: 3 clusters Score -1876425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1876422.375000 Penalty: 914.751038
	Iteration 25Q: 3 clusters Score -1876422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1876423.000000 Penalty: 914.751038
	Iteration 26Q: 3 clusters Score -1876423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1876424.250000 Penalty: 914.751038
	Iteration 27Q: 3 clusters Score -1876424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1876427.875000 Penalty: 914.751038
	Iteration 28Q: 3 clusters Score -1876428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1876428.125000 Penalty: 914.751038
	Iteration 29Q: 3 clusters Score -1876428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1876430.125000 Penalty: 914.751038
	Iteration 30Q: 3 clusters Score -1876430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1876435.000000 Penalty: 914.751038
	Iteration 31Q: 3 clusters Score -1876435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1876437.375000 Penalty: 914.751038
	Iteration 32Q: 3 clusters Score -1876437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1876437.375000 Penalty: 914.751038
	Iteration 33F: 3 clusters Score -1876437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -71738.171875 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -71738.17 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 468 members 
Entering Unmasked Estep 
Score: -71012.867188 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -71012.87 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -71205.296875 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -71205.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71249.695312 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -71249.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -71297.531250 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -71297.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71340.320312 Penalty: 620.522095
	Iteration 4F: 3 clusters Score -71340.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -71391.593750 Penalty: 620.522095
	Iteration 5F: 3 clusters Score -71391.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -71424.390625 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -71424.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71442.679688 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -71442.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71463.671875 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -71463.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -71476.031250 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -71476.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -71480.187500 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -71480.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -71483.921875 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -71483.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -71487.085938 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -71487.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -71491.750000 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -71491.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -71494.046875 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -71494.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -71496.445312 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -71496.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -71498.625000 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -71498.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -71501.437500 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -71501.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -71502.273438 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -71502.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -71503.570312 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -71503.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -71503.765625 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -71503.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -71504.414062 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -71504.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -71504.414062 Penalty: 620.522095
	Iteration 22F: 3 clusters Score -71504.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -360286.187500 Penalty: 381.101654
	Iteration 0F: 2 clusters Score -360286.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -357395.250000 Penalty: 762.203308
	Iteration 0F: 3 clusters Score -357395.2 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -358478.375000 Penalty: 762.203308
	Iteration 1F: 3 clusters Score -358478.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -358576.125000 Penalty: 762.203308
	Iteration 2F: 3 clusters Score -358576.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -358675.375000 Penalty: 762.203308
	Iteration 3Q: 3 clusters Score -358675.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -358771.062500 Penalty: 762.203308
	Iteration 4Q: 3 clusters Score -358771.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -358876.468750 Penalty: 762.203308
	Iteration 5Q: 3 clusters Score -358876.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -359006.718750 Penalty: 762.203308
	Iteration 6Q: 3 clusters Score -359006.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -359173.593750 Penalty: 762.203308
	Iteration 7Q: 3 clusters Score -359173.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -359374.125000 Penalty: 762.203308
	Iteration 8Q: 3 clusters Score -359374.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -359509.062500 Penalty: 762.203308
	Iteration 9Q: 3 clusters Score -359509.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -359625.250000 Penalty: 762.203308
	Iteration 10Q: 3 clusters Score -359625.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -359719.093750 Penalty: 762.203308
	Iteration 11Q: 3 clusters Score -359719.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -359775.375000 Penalty: 762.203308
	Iteration 12Q: 3 clusters Score -359775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -359800.687500 Penalty: 762.203308
	Iteration 13Q: 3 clusters Score -359800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -359834.187500 Penalty: 762.203308
	Iteration 14Q: 3 clusters Score -359834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -359855.250000 Penalty: 762.203308
	Iteration 15Q: 3 clusters Score -359855.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -359875.343750 Penalty: 762.203308
	Iteration 16Q: 3 clusters Score -359875.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -359893.718750 Penalty: 762.203308
	Iteration 17Q: 3 clusters Score -359893.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -359901.625000 Penalty: 762.203308
	Iteration 18Q: 3 clusters Score -359901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -359914.500000 Penalty: 762.203308
	Iteration 19Q: 3 clusters Score -359914.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -359916.031250 Penalty: 762.203308
	Iteration 20F: 3 clusters Score -359916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -359918.968750 Penalty: 762.203308
	Iteration 21Q: 3 clusters Score -359919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -359921.781250 Penalty: 762.203308
	Iteration 22Q: 3 clusters Score -359921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -359925.093750 Penalty: 762.203308
	Iteration 23Q: 3 clusters Score -359925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -359925.343750 Penalty: 762.203308
	Iteration 24Q: 3 clusters Score -359925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -359929.031250 Penalty: 762.203308
	Iteration 25Q: 3 clusters Score -359929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -359930.562500 Penalty: 762.203308
	Iteration 26Q: 3 clusters Score -359930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -359929.531250 Penalty: 762.203308
	Iteration 27Q: 3 clusters Score -359929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -359932.468750 Penalty: 762.203308
	Iteration 28Q: 3 clusters Score -359932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -359930.062500 Penalty: 762.203308
	Iteration 29Q: 3 clusters Score -359930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -359931.718750 Penalty: 762.203308
	Iteration 30Q: 3 clusters Score -359931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -359930.937500 Penalty: 762.203308
	Iteration 31Q: 3 clusters Score -359930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -359931.468750 Penalty: 762.203308
	Iteration 32Q: 3 clusters Score -359931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -359940.968750 Penalty: 762.203308
	Iteration 33Q: 3 clusters Score -359941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -359939.031250 Penalty: 762.203308
	Iteration 34Q: 3 clusters Score -359939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -359939.031250 Penalty: 762.203308
	Iteration 35F: 3 clusters Score -359939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 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 102 members 
Entering Unmasked Estep 
Score: -11493.487305 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11493.49 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11606.872070 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11606.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11632.541992 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11632.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11640.018555 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11640.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11645.863281 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11645.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11647.333984 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11647.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11647.333984 Penalty: 494.070465
	Iteration 6F: 3 clusters Score -11647.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -149012.437500 Penalty: 344.007355
	Iteration 0F: 2 clusters Score -149012.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -147624.390625 Penalty: 688.014709
	Iteration 0F: 3 clusters Score -147624.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -148073.937500 Penalty: 688.014709
	Iteration 1F: 3 clusters Score -148073.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -148185.656250 Penalty: 688.014709
	Iteration 2F: 3 clusters Score -148185.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -148276.968750 Penalty: 688.014709
	Iteration 3F: 3 clusters Score -148277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -148370.359375 Penalty: 688.014709
	Iteration 4F: 3 clusters Score -148370.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -148470.125000 Penalty: 688.014709
	Iteration 5F: 3 clusters Score -148470.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -148561.984375 Penalty: 688.014709
	Iteration 6F: 3 clusters Score -148562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -148631.312500 Penalty: 688.014709
	Iteration 7Q: 3 clusters Score -148631.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -148667.609375 Penalty: 688.014709
	Iteration 8Q: 3 clusters Score -148667.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -148680.203125 Penalty: 688.014709
	Iteration 9Q: 3 clusters Score -148680.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -148686.343750 Penalty: 688.014709
	Iteration 10Q: 3 clusters Score -148686.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -148690.062500 Penalty: 688.014709
	Iteration 11Q: 3 clusters Score -148690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -148692.046875 Penalty: 688.014709
	Iteration 12Q: 3 clusters Score -148692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -148693.281250 Penalty: 688.014709
	Iteration 13Q: 3 clusters Score -148693.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -148693.968750 Penalty: 688.014709
	Iteration 14Q: 3 clusters Score -148694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -148694.828125 Penalty: 688.014709
	Iteration 15Q: 3 clusters Score -148694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -148695.734375 Penalty: 688.014709
	Iteration 16Q: 3 clusters Score -148695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -148697.015625 Penalty: 688.014709
	Iteration 17Q: 3 clusters Score -148697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -148699.343750 Penalty: 688.014709
	Iteration 18Q: 3 clusters Score -148699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -148700.890625 Penalty: 688.014709
	Iteration 19Q: 3 clusters Score -148700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -148703.171875 Penalty: 688.014709
	Iteration 20F: 3 clusters Score -148703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -148705.687500 Penalty: 688.014709
	Iteration 21Q: 3 clusters Score -148705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -148707.937500 Penalty: 688.014709
	Iteration 22Q: 3 clusters Score -148707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148708.531250 Penalty: 688.014709
	Iteration 23Q: 3 clusters Score -148708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -148708.421875 Penalty: 688.014709
	Iteration 24Q: 3 clusters Score -148708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148708.703125 Penalty: 688.014709
	Iteration 25Q: 3 clusters Score -148708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -148708.703125 Penalty: 688.014709
	Iteration 26F: 3 clusters Score -148708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16726.167969 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16726.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16794.695312 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16794.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16808.740234 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16808.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16816.562500 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16816.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16822.775391 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16822.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16829.041016 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16829.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16832.310547 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16832.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16836.648438 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16836.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16841.841797 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -16841.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16843.466797 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -16843.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16843.466797 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -16843.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38755.679688 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38755.68 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38864.003906 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38901.878906 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38901.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38930.929688 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -38930.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38943.640625 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38943.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38952.601562 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38958.890625 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38958.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38964.882812 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38964.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38966.152344 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38966.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38966.152344 Penalty: 572.701172
	Iteration 9F: 3 clusters Score -38966.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -142346.984375 Penalty: 340.513214
	Iteration 0F: 2 clusters Score -142347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -141023.578125 Penalty: 681.026428
	Iteration 0F: 3 clusters Score -141023.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141472.171875 Penalty: 681.026428
	Iteration 1F: 3 clusters Score -141472.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -141573.312500 Penalty: 681.026428
	Iteration 2F: 3 clusters Score -141573.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141643.687500 Penalty: 681.026428
	Iteration 3F: 3 clusters Score -141643.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -141701.078125 Penalty: 681.026428
	Iteration 4F: 3 clusters Score -141701.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -141765.921875 Penalty: 681.026428
	Iteration 5F: 3 clusters Score -141765.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -141805.828125 Penalty: 681.026428
	Iteration 6Q: 3 clusters Score -141805.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -141846.093750 Penalty: 681.026428
	Iteration 7Q: 3 clusters Score -141846.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -141879.859375 Penalty: 681.026428
	Iteration 8Q: 3 clusters Score -141879.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -141911.406250 Penalty: 681.026428
	Iteration 9Q: 3 clusters Score -141911.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -141928.859375 Penalty: 681.026428
	Iteration 10Q: 3 clusters Score -141928.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -141940.187500 Penalty: 681.026428
	Iteration 11Q: 3 clusters Score -141940.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -141950.046875 Penalty: 681.026428
	Iteration 12Q: 3 clusters Score -141950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -141958.171875 Penalty: 681.026428
	Iteration 13Q: 3 clusters Score -141958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -141963.812500 Penalty: 681.026428
	Iteration 14Q: 3 clusters Score -141963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -141966.203125 Penalty: 681.026428
	Iteration 15Q: 3 clusters Score -141966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141967.765625 Penalty: 681.026428
	Iteration 16Q: 3 clusters Score -141967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -141968.609375 Penalty: 681.026428
	Iteration 17Q: 3 clusters Score -141968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -141969.234375 Penalty: 681.026428
	Iteration 18Q: 3 clusters Score -141969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -141969.765625 Penalty: 681.026428
	Iteration 19Q: 3 clusters Score -141969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -141970.250000 Penalty: 681.026428
	Iteration 20F: 3 clusters Score -141970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141970.234375 Penalty: 681.026428
	Iteration 21Q: 3 clusters Score -141970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141970.234375 Penalty: 681.026428
	Iteration 22F: 3 clusters Score -141970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (21054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Entering Unmasked Estep 
Score: -1708370.000000 Penalty: 452.945465
	Iteration 0F: 2 clusters Score -1708370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1694639.875000 Penalty: 905.890930
	Iteration 0F: 3 clusters Score -1694640 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1700637.750000 Penalty: 905.890930
	Iteration 1F: 3 clusters Score -1700638 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1701060.375000 Penalty: 905.890930
	Iteration 2F: 3 clusters Score -1701060 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1701589.500000 Penalty: 905.890930
	Iteration 3F: 3 clusters Score -1701590 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1702251.375000 Penalty: 905.890930
	Iteration 4F: 3 clusters Score -1702251 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1702952.875000 Penalty: 905.890930
	Iteration 5F: 3 clusters Score -1702953 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1703666.500000 Penalty: 905.890930
	Iteration 6F: 3 clusters Score -1703666 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1704330.125000 Penalty: 905.890930
	Iteration 7F: 3 clusters Score -1704330 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1704945.375000 Penalty: 905.890930
	Iteration 8Q: 3 clusters Score -1704945 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1705602.875000 Penalty: 905.890930
	Iteration 9Q: 3 clusters Score -1705603 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1706243.875000 Penalty: 905.890930
	Iteration 10Q: 3 clusters Score -1706244 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1706852.875000 Penalty: 905.890930
	Iteration 11Q: 3 clusters Score -1706853 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1707340.625000 Penalty: 905.890930
	Iteration 12Q: 3 clusters Score -1707341 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1707695.625000 Penalty: 905.890930
	Iteration 13Q: 3 clusters Score -1707696 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1707844.000000 Penalty: 905.890930
	Iteration 14Q: 3 clusters Score -1707844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1707915.875000 Penalty: 905.890930
	Iteration 15Q: 3 clusters Score -1707916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1707957.500000 Penalty: 905.890930
	Iteration 16Q: 3 clusters Score -1707958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1707974.625000 Penalty: 905.890930
	Iteration 17Q: 3 clusters Score -1707975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1707977.125000 Penalty: 905.890930
	Iteration 18Q: 3 clusters Score -1707977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1707981.250000 Penalty: 905.890930
	Iteration 19Q: 3 clusters Score -1707981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1707986.875000 Penalty: 905.890930
	Iteration 20F: 3 clusters Score -1707987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1707993.500000 Penalty: 905.890930
	Iteration 21Q: 3 clusters Score -1707994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1707994.500000 Penalty: 905.890930
	Iteration 22Q: 3 clusters Score -1707994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1707993.875000 Penalty: 905.890930
	Iteration 23Q: 3 clusters Score -1707994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1707995.875000 Penalty: 905.890930
	Iteration 24Q: 3 clusters Score -1707996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1707995.875000 Penalty: 905.890930
	Iteration 25F: 3 clusters Score -1707996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -273694.375000 Penalty: 369.527344
	Iteration 0F: 2 clusters Score -273694.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -271375.093750 Penalty: 739.054688
	Iteration 0F: 3 clusters Score -271375.1 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -272276.656250 Penalty: 739.054688
	Iteration 1F: 3 clusters Score -272276.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -272525.968750 Penalty: 739.054688
	Iteration 2F: 3 clusters Score -272526 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -272780.656250 Penalty: 739.054688
	Iteration 3F: 3 clusters Score -272780.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -273026.625000 Penalty: 739.054688
	Iteration 4F: 3 clusters Score -273026.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -273207.875000 Penalty: 739.054688
	Iteration 5F: 3 clusters Score -273207.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -273346.625000 Penalty: 739.054688
	Iteration 6Q: 3 clusters Score -273346.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -273405.468750 Penalty: 739.054688
	Iteration 7Q: 3 clusters Score -273405.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -273445.187500 Penalty: 739.054688
	Iteration 8Q: 3 clusters Score -273445.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -273471.468750 Penalty: 739.054688
	Iteration 9Q: 3 clusters Score -273471.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -273478.968750 Penalty: 739.054688
	Iteration 10Q: 3 clusters Score -273479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -273480.937500 Penalty: 739.054688
	Iteration 11Q: 3 clusters Score -273480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -273481.875000 Penalty: 739.054688
	Iteration 12Q: 3 clusters Score -273481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -273482.625000 Penalty: 739.054688
	Iteration 13Q: 3 clusters Score -273482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -273482.625000 Penalty: 739.054688
	Iteration 14Q: 3 clusters Score -273482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -273482.531250 Penalty: 739.054688
	Iteration 15Q: 3 clusters Score -273482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -273482.531250 Penalty: 739.054688
	Iteration 16F: 3 clusters Score -273482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -237271.140625 Penalty: 367.197784
	Iteration 0F: 2 clusters Score -237271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -235085.937500 Penalty: 734.395569
	Iteration 0F: 3 clusters Score -235085.9 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -235871.250000 Penalty: 734.395569
	Iteration 1F: 3 clusters Score -235871.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -235951.546875 Penalty: 734.395569
	Iteration 2F: 3 clusters Score -235951.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -236028.078125 Penalty: 734.395569
	Iteration 3Q: 3 clusters Score -236028.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -236120.531250 Penalty: 734.395569
	Iteration 4F: 3 clusters Score -236120.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -236209.484375 Penalty: 734.395569
	Iteration 5F: 3 clusters Score -236209.5 nChanged 166
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: -236312.437500 Penalty: 734.395569
	Iteration 6F: 3 clusters Score -236312.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -236424.500000 Penalty: 734.395569
	Iteration 7Q: 3 clusters Score -236424.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -236566.375000 Penalty: 734.395569
	Iteration 8F: 3 clusters Score -236566.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -236706.578125 Penalty: 734.395569
	Iteration 9Q: 3 clusters Score -236706.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -236788.562500 Penalty: 734.395569
	Iteration 10Q: 3 clusters Score -236788.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -236839.328125 Penalty: 734.395569
	Iteration 11Q: 3 clusters Score -236839.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -236863.812500 Penalty: 734.395569
	Iteration 12Q: 3 clusters Score -236863.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -236881.843750 Penalty: 734.395569
	Iteration 13Q: 3 clusters Score -236881.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -236893.046875 Penalty: 734.395569
	Iteration 14Q: 3 clusters Score -236893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -236901.140625 Penalty: 734.395569
	Iteration 15Q: 3 clusters Score -236901.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -236908.375000 Penalty: 734.395569
	Iteration 16Q: 3 clusters Score -236908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -236912.015625 Penalty: 734.395569
	Iteration 17Q: 3 clusters Score -236912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -236914.625000 Penalty: 734.395569
	Iteration 18Q: 3 clusters Score -236914.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -236917.421875 Penalty: 734.395569
	Iteration 19Q: 3 clusters Score -236917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -236918.437500 Penalty: 734.395569
	Iteration 20F: 3 clusters Score -236918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -236918.453125 Penalty: 734.395569
	Iteration 21Q: 3 clusters Score -236918.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -236918.453125 Penalty: 734.395569
	Iteration 22F: 3 clusters Score -236918.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5557.946289 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5557.946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5637.119629 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5637.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5665.344727 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5665.345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5669.954102 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5669.954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5676.535645 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5676.536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5684.212402 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5684.212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5686.781738 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -5686.782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5694.666016 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -5694.666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5694.666016 Penalty: 454.746338
	Iteration 8F: 3 clusters Score -5694.666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -437952.406250 Penalty: 390.063171
	Iteration 0F: 2 clusters Score -437952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -434354.218750 Penalty: 780.126343
	Iteration 0F: 3 clusters Score -434354.2 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -435675.812500 Penalty: 780.126343
	Iteration 1F: 3 clusters Score -435675.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -435822.312500 Penalty: 780.126343
	Iteration 2F: 3 clusters Score -435822.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -436057.437500 Penalty: 780.126343
	Iteration 3F: 3 clusters Score -436057.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -436308.375000 Penalty: 780.126343
	Iteration 4F: 3 clusters Score -436308.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -436556.562500 Penalty: 780.126343
	Iteration 5F: 3 clusters Score -436556.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -436792.718750 Penalty: 780.126343
	Iteration 6Q: 3 clusters Score -436792.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -436940.781250 Penalty: 780.126343
	Iteration 7Q: 3 clusters Score -436940.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -437027.718750 Penalty: 780.126343
	Iteration 8Q: 3 clusters Score -437027.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -437092.156250 Penalty: 780.126343
	Iteration 9Q: 3 clusters Score -437092.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -437153.718750 Penalty: 780.126343
	Iteration 10Q: 3 clusters Score -437153.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -437206.562500 Penalty: 780.126343
	Iteration 11Q: 3 clusters Score -437206.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -437215.093750 Penalty: 780.126343
	Iteration 12Q: 3 clusters Score -437215.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -437237.093750 Penalty: 780.126343
	Iteration 13Q: 3 clusters Score -437237.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -437262.062500 Penalty: 780.126343
	Iteration 14Q: 3 clusters Score -437262.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -437281.062500 Penalty: 780.126343
	Iteration 15Q: 3 clusters Score -437281.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -437326.875000 Penalty: 780.126343
	Iteration 16Q: 3 clusters Score -437326.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -437402.218750 Penalty: 780.126343
	Iteration 17Q: 3 clusters Score -437402.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -437407.968750 Penalty: 780.126343
	Iteration 18Q: 3 clusters Score -437408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -437422.687500 Penalty: 780.126343
	Iteration 19Q: 3 clusters Score -437422.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -437446.968750 Penalty: 780.126343
	Iteration 20F: 3 clusters Score -437447 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -437452.531250 Penalty: 780.126343
	Iteration 21Q: 3 clusters Score -437452.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -437470.218750 Penalty: 780.126343
	Iteration 22Q: 3 clusters Score -437470.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -437476.125000 Penalty: 780.126343
	Iteration 23Q: 3 clusters Score -437476.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -437473.718750 Penalty: 780.126343
	Iteration 24Q: 3 clusters Score -437473.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -437468.218750 Penalty: 780.126343
	Iteration 25Q: 3 clusters Score -437468.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -437467.531250 Penalty: 780.126343
	Iteration 26Q: 3 clusters Score -437467.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -437482.656250 Penalty: 780.126343
	Iteration 27Q: 3 clusters Score -437482.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -437458.937500 Penalty: 780.126343
	Iteration 28Q: 3 clusters Score -437458.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -437476.375000 Penalty: 780.126343
	Iteration 29Q: 3 clusters Score -437476.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -437502.031250 Penalty: 780.126343
	Iteration 30Q: 3 clusters Score -437502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -437526.656250 Penalty: 780.126343
	Iteration 31Q: 3 clusters Score -437526.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -437535.562500 Penalty: 780.126343
	Iteration 32Q: 3 clusters Score -437535.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -437535.343750 Penalty: 780.126343
	Iteration 33Q: 3 clusters Score -437535.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -437526.187500 Penalty: 780.126343
	Iteration 34Q: 3 clusters Score -437526.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -437492.937500 Penalty: 780.126343
	Iteration 35Q: 3 clusters Score -437492.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -437454.250000 Penalty: 780.126343
	Iteration 36Q: 3 clusters Score -437454.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -437401.656250 Penalty: 780.126343
	Iteration 37Q: 3 clusters Score -437401.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -437420.437500 Penalty: 780.126343
	Iteration 38Q: 3 clusters Score -437420.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -437401.468750 Penalty: 780.126343
	Iteration 39Q: 3 clusters Score -437401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -437454.750000 Penalty: 780.126343
	Iteration 40F: 3 clusters Score -437454.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -437433.531250 Penalty: 780.126343
	Iteration 41Q: 3 clusters Score -437433.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -437453.687500 Penalty: 780.126343
	Iteration 42Q: 3 clusters Score -437453.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -437443.968750 Penalty: 780.126343
	Iteration 43Q: 3 clusters Score -437444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -437431.250000 Penalty: 780.126343
	Iteration 44Q: 3 clusters Score -437431.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -437411.281250 Penalty: 780.126343
	Iteration 45Q: 3 clusters Score -437411.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -437376.062500 Penalty: 780.126343
	Iteration 46Q: 3 clusters Score -437376.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437377.625000 Penalty: 780.126343
	Iteration 47Q: 3 clusters Score -437377.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -437395.406250 Penalty: 780.126343
	Iteration 48Q: 3 clusters Score -437395.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -437393.218750 Penalty: 780.126343
	Iteration 49Q: 3 clusters Score -437393.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -437408.000000 Penalty: 780.126343
	Iteration 50Q: 3 clusters Score -437408 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -437399.843750 Penalty: 780.126343
	Iteration 51Q: 3 clusters Score -437399.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -437423.812500 Penalty: 780.126343
	Iteration 52Q: 3 clusters Score -437423.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -437450.406250 Penalty: 780.126343
	Iteration 53Q: 3 clusters Score -437450.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -437438.718750 Penalty: 780.126343
	Iteration 54Q: 3 clusters Score -437438.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -437460.406250 Penalty: 780.126343
	Iteration 55Q: 3 clusters Score -437460.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -437437.468750 Penalty: 780.126343
	Iteration 56Q: 3 clusters Score -437437.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -437429.656250 Penalty: 780.126343
	Iteration 57Q: 3 clusters Score -437429.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -437459.343750 Penalty: 780.126343
	Iteration 58Q: 3 clusters Score -437459.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -437493.812500 Penalty: 780.126343
	Iteration 59Q: 3 clusters Score -437493.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -437477.937500 Penalty: 780.126343
	Iteration 60F: 3 clusters Score -437477.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -437526.000000 Penalty: 780.126343
	Iteration 61Q: 3 clusters Score -437526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -437545.156250 Penalty: 780.126343
	Iteration 62Q: 3 clusters Score -437545.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -437559.187500 Penalty: 780.126343
	Iteration 63Q: 3 clusters Score -437559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -437562.468750 Penalty: 780.126343
	Iteration 64Q: 3 clusters Score -437562.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -437595.000000 Penalty: 780.126343
	Iteration 65Q: 3 clusters Score -437595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -437586.406250 Penalty: 780.126343
	Iteration 66Q: 3 clusters Score -437586.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -437605.625000 Penalty: 780.126343
	Iteration 67Q: 3 clusters Score -437605.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -437608.593750 Penalty: 780.126343
	Iteration 68Q: 3 clusters Score -437608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -437608.187500 Penalty: 780.126343
	Iteration 69Q: 3 clusters Score -437608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -437606.468750 Penalty: 780.126343
	Iteration 70Q: 3 clusters Score -437606.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -437611.187500 Penalty: 780.126343
	Iteration 71Q: 3 clusters Score -437611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -437584.500000 Penalty: 780.126343
	Iteration 72Q: 3 clusters Score -437584.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -437580.125000 Penalty: 780.126343
	Iteration 73Q: 3 clusters Score -437580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -437588.843750 Penalty: 780.126343
	Iteration 74Q: 3 clusters Score -437588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -437586.781250 Penalty: 780.126343
	Iteration 75Q: 3 clusters Score -437586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -437592.218750 Penalty: 780.126343
	Iteration 76Q: 3 clusters Score -437592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -437604.250000 Penalty: 780.126343
	Iteration 77Q: 3 clusters Score -437604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -437603.187500 Penalty: 780.126343
	Iteration 78Q: 3 clusters Score -437603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -437605.375000 Penalty: 780.126343
	Iteration 79Q: 3 clusters Score -437605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -437615.687500 Penalty: 780.126343
	Iteration 80F: 3 clusters Score -437615.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -437626.687500 Penalty: 780.126343
	Iteration 81Q: 3 clusters Score -437626.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -437637.312500 Penalty: 780.126343
	Iteration 82Q: 3 clusters Score -437637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -437630.312500 Penalty: 780.126343
	Iteration 83Q: 3 clusters Score -437630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -437631.406250 Penalty: 780.126343
	Iteration 84Q: 3 clusters Score -437631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -437625.281250 Penalty: 780.126343
	Iteration 85Q: 3 clusters Score -437625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -437630.812500 Penalty: 780.126343
	Iteration 86Q: 3 clusters Score -437630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -437637.687500 Penalty: 780.126343
	Iteration 87Q: 3 clusters Score -437637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -437632.218750 Penalty: 780.126343
	Iteration 88Q: 3 clusters Score -437632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -437628.687500 Penalty: 780.126343
	Iteration 89Q: 3 clusters Score -437628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -437628.625000 Penalty: 780.126343
	Iteration 90Q: 3 clusters Score -437628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -437631.250000 Penalty: 780.126343
	Iteration 91Q: 3 clusters Score -437631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -437631.000000 Penalty: 780.126343
	Iteration 92Q: 3 clusters Score -437631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -437632.968750 Penalty: 780.126343
	Iteration 93Q: 3 clusters Score -437633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -437627.031250 Penalty: 780.126343
	Iteration 94Q: 3 clusters Score -437627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -437628.750000 Penalty: 780.126343
	Iteration 95Q: 3 clusters Score -437628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -437631.187500 Penalty: 780.126343
	Iteration 96Q: 3 clusters Score -437631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -437628.406250 Penalty: 780.126343
	Iteration 97Q: 3 clusters Score -437628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -437632.937500 Penalty: 780.126343
	Iteration 98Q: 3 clusters Score -437632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -437632.937500 Penalty: 780.126343
	Iteration 99F: 3 clusters Score -437632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.437500 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.44 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 477 members 
Entering Unmasked Estep 
Score: -64944.468750 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64944.47 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65201.281250 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65201.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65252.644531 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65252.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65285.796875 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -65285.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65306.328125 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -65306.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65320.335938 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -65320.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -65334.296875 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65334.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -65343.058594 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65343.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -65347.859375 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65347.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -65350.703125 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65350.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -65354.531250 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65354.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65359.335938 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65359.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -65363.347656 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65363.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65368.128906 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65368.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65375.742188 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65375.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65378.914062 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65378.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -65383.808594 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -65383.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -65387.699219 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -65387.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -65392.457031 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -65392.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -65398.871094 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -65398.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65410.488281 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -65410.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -65421.886719 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -65421.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65427.816406 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -65427.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -65433.214844 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -65433.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65441.449219 Penalty: 624.129395
	Iteration 24Q: 3 clusters Score -65441.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -65450.691406 Penalty: 624.129395
	Iteration 25Q: 3 clusters Score -65450.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65455.417969 Penalty: 624.129395
	Iteration 26Q: 3 clusters Score -65455.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -65459.406250 Penalty: 624.129395
	Iteration 27Q: 3 clusters Score -65459.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65464.492188 Penalty: 624.129395
	Iteration 28Q: 3 clusters Score -65464.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -65469.183594 Penalty: 624.129395
	Iteration 29Q: 3 clusters Score -65469.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -65470.546875 Penalty: 624.129395
	Iteration 30Q: 3 clusters Score -65470.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65473.734375 Penalty: 624.129395
	Iteration 31Q: 3 clusters Score -65473.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65477.367188 Penalty: 624.129395
	Iteration 32Q: 3 clusters Score -65477.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65478.097656 Penalty: 624.129395
	Iteration 33Q: 3 clusters Score -65478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -65478.097656 Penalty: 624.129395
	Iteration 34F: 3 clusters Score -65478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (13882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Entering Unmasked Estep 
Score: -1137368.125000 Penalty: 433.994843
	Iteration 0F: 2 clusters Score -1137368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1128190.625000 Penalty: 867.989685
	Iteration 0F: 3 clusters Score -1128191 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1131950.625000 Penalty: 867.989685
	Iteration 1F: 3 clusters Score -1131951 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1132187.000000 Penalty: 867.989685
	Iteration 2F: 3 clusters Score -1132187 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1132403.000000 Penalty: 867.989685
	Iteration 3Q: 3 clusters Score -1132403 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1132613.125000 Penalty: 867.989685
	Iteration 4Q: 3 clusters Score -1132613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1132842.625000 Penalty: 867.989685
	Iteration 5Q: 3 clusters Score -1132843 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1133146.250000 Penalty: 867.989685
	Iteration 6Q: 3 clusters Score -1133146 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1133601.125000 Penalty: 867.989685
	Iteration 7Q: 3 clusters Score -1133601 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1134189.875000 Penalty: 867.989685
	Iteration 8F: 3 clusters Score -1134190 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1134756.500000 Penalty: 867.989685
	Iteration 9F: 3 clusters Score -1134756 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1135063.625000 Penalty: 867.989685
	Iteration 10Q: 3 clusters Score -1135064 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1135234.625000 Penalty: 867.989685
	Iteration 11Q: 3 clusters Score -1135235 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1135393.125000 Penalty: 867.989685
	Iteration 12Q: 3 clusters Score -1135393 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1135566.375000 Penalty: 867.989685
	Iteration 13Q: 3 clusters Score -1135566 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1135763.000000 Penalty: 867.989685
	Iteration 14Q: 3 clusters Score -1135763 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1135978.125000 Penalty: 867.989685
	Iteration 15Q: 3 clusters Score -1135978 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1136218.000000 Penalty: 867.989685
	Iteration 16Q: 3 clusters Score -1136218 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1136422.750000 Penalty: 867.989685
	Iteration 17Q: 3 clusters Score -1136423 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1136566.750000 Penalty: 867.989685
	Iteration 18Q: 3 clusters Score -1136567 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1136659.250000 Penalty: 867.989685
	Iteration 19Q: 3 clusters Score -1136659 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1136708.125000 Penalty: 867.989685
	Iteration 20F: 3 clusters Score -1136708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1136739.125000 Penalty: 867.989685
	Iteration 21Q: 3 clusters Score -1136739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1136753.750000 Penalty: 867.989685
	Iteration 22Q: 3 clusters Score -1136754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1136766.750000 Penalty: 867.989685
	Iteration 23Q: 3 clusters Score -1136767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1136775.750000 Penalty: 867.989685
	Iteration 24Q: 3 clusters Score -1136776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1136778.125000 Penalty: 867.989685
	Iteration 25Q: 3 clusters Score -1136778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1136783.000000 Penalty: 867.989685
	Iteration 26Q: 3 clusters Score -1136783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1136783.625000 Penalty: 867.989685
	Iteration 27Q: 3 clusters Score -1136784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1136788.250000 Penalty: 867.989685
	Iteration 28Q: 3 clusters Score -1136788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1136789.750000 Penalty: 867.989685
	Iteration 29Q: 3 clusters Score -1136790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1136790.375000 Penalty: 867.989685
	Iteration 30Q: 3 clusters Score -1136790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1136795.250000 Penalty: 867.989685
	Iteration 31Q: 3 clusters Score -1136795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1136795.125000 Penalty: 867.989685
	Iteration 32Q: 3 clusters Score -1136795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1136795.375000 Penalty: 867.989685
	Iteration 33Q: 3 clusters Score -1136795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1136800.250000 Penalty: 867.989685
	Iteration 34Q: 3 clusters Score -1136800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1136802.000000 Penalty: 867.989685
	Iteration 35Q: 3 clusters Score -1136802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1136802.875000 Penalty: 867.989685
	Iteration 36Q: 3 clusters Score -1136803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1136802.750000 Penalty: 867.989685
	Iteration 37Q: 3 clusters Score -1136803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1136803.875000 Penalty: 867.989685
	Iteration 38Q: 3 clusters Score -1136804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1136804.750000 Penalty: 867.989685
	Iteration 39Q: 3 clusters Score -1136805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1136804.000000 Penalty: 867.989685
	Iteration 40F: 3 clusters Score -1136804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1136806.125000 Penalty: 867.989685
	Iteration 41Q: 3 clusters Score -1136806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1136803.500000 Penalty: 867.989685
	Iteration 42Q: 3 clusters Score -1136804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1136804.625000 Penalty: 867.989685
	Iteration 43Q: 3 clusters Score -1136805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1136802.750000 Penalty: 867.989685
	Iteration 44Q: 3 clusters Score -1136803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1136805.000000 Penalty: 867.989685
	Iteration 45Q: 3 clusters Score -1136805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1136805.625000 Penalty: 867.989685
	Iteration 46Q: 3 clusters Score -1136806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1136807.125000 Penalty: 867.989685
	Iteration 47Q: 3 clusters Score -1136807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1136806.750000 Penalty: 867.989685
	Iteration 48Q: 3 clusters Score -1136807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1136806.125000 Penalty: 867.989685
	Iteration 49Q: 3 clusters Score -1136806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1136804.250000 Penalty: 867.989685
	Iteration 50Q: 3 clusters Score -1136804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1136804.250000 Penalty: 867.989685
	Iteration 51F: 3 clusters Score -1136804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -98668.914062 Penalty: 321.446533
	Iteration 0F: 2 clusters Score -98668.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -97763.093750 Penalty: 642.893066
	Iteration 0F: 3 clusters Score -97763.09 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98030.664062 Penalty: 642.893066
	Iteration 1F: 3 clusters Score -98030.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -98073.578125 Penalty: 642.893066
	Iteration 2F: 3 clusters Score -98073.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -98100.250000 Penalty: 642.893066
	Iteration 3F: 3 clusters Score -98100.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -98128.992188 Penalty: 642.893066
	Iteration 4Q: 3 clusters Score -98128.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -98148.093750 Penalty: 642.893066
	Iteration 5Q: 3 clusters Score -98148.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98158.953125 Penalty: 642.893066
	Iteration 6Q: 3 clusters Score -98158.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -98176.718750 Penalty: 642.893066
	Iteration 7Q: 3 clusters Score -98176.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -98203.585938 Penalty: 642.893066
	Iteration 8Q: 3 clusters Score -98203.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -98222.250000 Penalty: 642.893066
	Iteration 9Q: 3 clusters Score -98222.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98240.468750 Penalty: 642.893066
	Iteration 10Q: 3 clusters Score -98240.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98241.984375 Penalty: 642.893066
	Iteration 11Q: 3 clusters Score -98241.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -98251.484375 Penalty: 642.893066
	Iteration 12Q: 3 clusters Score -98251.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -98258.039062 Penalty: 642.893066
	Iteration 13Q: 3 clusters Score -98258.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -98268.000000 Penalty: 642.893066
	Iteration 14Q: 3 clusters Score -98268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -98273.148438 Penalty: 642.893066
	Iteration 15Q: 3 clusters Score -98273.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -98277.445312 Penalty: 642.893066
	Iteration 16Q: 3 clusters Score -98277.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -98281.906250 Penalty: 642.893066
	Iteration 17Q: 3 clusters Score -98281.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98286.992188 Penalty: 642.893066
	Iteration 18Q: 3 clusters Score -98286.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -98288.906250 Penalty: 642.893066
	Iteration 19Q: 3 clusters Score -98288.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98293.007812 Penalty: 642.893066
	Iteration 20F: 3 clusters Score -98293.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -98295.867188 Penalty: 642.893066
	Iteration 21Q: 3 clusters Score -98295.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -98295.640625 Penalty: 642.893066
	Iteration 22Q: 3 clusters Score -98295.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -98294.789062 Penalty: 642.893066
	Iteration 23Q: 3 clusters Score -98294.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -98294.789062 Penalty: 642.893066
	Iteration 24F: 3 clusters Score -98294.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18973.617188 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18973.62 nChanged 108
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: -19136.638672 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19136.64 nChanged 24
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: -19196.281250 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19196.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19219.283203 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19219.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19237.070312 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19237.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19246.056641 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19246.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19256.349609 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19256.35 nChanged 4
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: -19258.333984 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19258.33 nChanged 0
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: -19258.333984 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -19258.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 126 members 
Entering Unmasked Estep 
Score: -12574.393555 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12574.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12658.966797 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12658.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12677.581055 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12677.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12684.969727 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12684.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12686.568359 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12686.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12688.784180 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12688.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12689.888672 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12689.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12689.888672 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -12689.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (25148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Entering Unmasked Estep 
Score: -2048648.500000 Penalty: 461.030304
	Iteration 0F: 2 clusters Score -2048648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2032651.000000 Penalty: 922.060608
	Iteration 0F: 3 clusters Score -2032651 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2039614.875000 Penalty: 922.060608
	Iteration 1F: 3 clusters Score -2039615 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2040124.375000 Penalty: 922.060608
	Iteration 2Q: 3 clusters Score -2040124 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2040982.375000 Penalty: 922.060608
	Iteration 3F: 3 clusters Score -2040982 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2042416.375000 Penalty: 922.060608
	Iteration 4F: 3 clusters Score -2042416 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2044050.125000 Penalty: 922.060608
	Iteration 5F: 3 clusters Score -2044050 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2045073.500000 Penalty: 922.060608
	Iteration 6F: 3 clusters Score -2045074 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2045561.250000 Penalty: 922.060608
	Iteration 7Q: 3 clusters Score -2045561 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2045931.750000 Penalty: 922.060608
	Iteration 8Q: 3 clusters Score -2045932 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2046296.125000 Penalty: 922.060608
	Iteration 9Q: 3 clusters Score -2046296 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2046682.000000 Penalty: 922.060608
	Iteration 10Q: 3 clusters Score -2046682 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2047065.625000 Penalty: 922.060608
	Iteration 11Q: 3 clusters Score -2047066 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2047428.250000 Penalty: 922.060608
	Iteration 12Q: 3 clusters Score -2047428 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2047744.125000 Penalty: 922.060608
	Iteration 13Q: 3 clusters Score -2047744 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2047980.750000 Penalty: 922.060608
	Iteration 14Q: 3 clusters Score -2047981 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2048152.250000 Penalty: 922.060608
	Iteration 15Q: 3 clusters Score -2048152 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2048300.375000 Penalty: 922.060608
	Iteration 16Q: 3 clusters Score -2048300 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2048404.500000 Penalty: 922.060608
	Iteration 17Q: 3 clusters Score -2048404 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2048475.125000 Penalty: 922.060608
	Iteration 18Q: 3 clusters Score -2048475 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2048506.875000 Penalty: 922.060608
	Iteration 19Q: 3 clusters Score -2048507 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2048535.000000 Penalty: 922.060608
	Iteration 20F: 3 clusters Score -2048535 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2048546.875000 Penalty: 922.060608
	Iteration 21Q: 3 clusters Score -2048547 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2048562.625000 Penalty: 922.060608
	Iteration 22Q: 3 clusters Score -2048563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2048574.750000 Penalty: 922.060608
	Iteration 23Q: 3 clusters Score -2048575 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2048571.625000 Penalty: 922.060608
	Iteration 24Q: 3 clusters Score -2048572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2048575.625000 Penalty: 922.060608
	Iteration 25Q: 3 clusters Score -2048576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2048576.125000 Penalty: 922.060608
	Iteration 26Q: 3 clusters Score -2048576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2048581.625000 Penalty: 922.060608
	Iteration 27Q: 3 clusters Score -2048582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2048583.125000 Penalty: 922.060608
	Iteration 28Q: 3 clusters Score -2048583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2048588.250000 Penalty: 922.060608
	Iteration 29Q: 3 clusters Score -2048588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2048592.875000 Penalty: 922.060608
	Iteration 30Q: 3 clusters Score -2048593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2048581.500000 Penalty: 922.060608
	Iteration 31Q: 3 clusters Score -2048582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2048580.125000 Penalty: 922.060608
	Iteration 32Q: 3 clusters Score -2048580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2048580.250000 Penalty: 922.060608
	Iteration 33Q: 3 clusters Score -2048580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2048583.000000 Penalty: 922.060608
	Iteration 34Q: 3 clusters Score -2048583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2048583.250000 Penalty: 922.060608
	Iteration 35Q: 3 clusters Score -2048583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2048585.750000 Penalty: 922.060608
	Iteration 36Q: 3 clusters Score -2048586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2048584.250000 Penalty: 922.060608
	Iteration 37Q: 3 clusters Score -2048584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2048581.625000 Penalty: 922.060608
	Iteration 38Q: 3 clusters Score -2048582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2048579.375000 Penalty: 922.060608
	Iteration 39Q: 3 clusters Score -2048579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2048580.000000 Penalty: 922.060608
	Iteration 40F: 3 clusters Score -2048580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2048577.500000 Penalty: 922.060608
	Iteration 41Q: 3 clusters Score -2048578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2048575.375000 Penalty: 922.060608
	Iteration 42Q: 3 clusters Score -2048575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2048577.375000 Penalty: 922.060608
	Iteration 43Q: 3 clusters Score -2048577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2048579.750000 Penalty: 922.060608
	Iteration 44Q: 3 clusters Score -2048580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2048579.250000 Penalty: 922.060608
	Iteration 45Q: 3 clusters Score -2048579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2048578.625000 Penalty: 922.060608
	Iteration 46Q: 3 clusters Score -2048579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2048579.500000 Penalty: 922.060608
	Iteration 47Q: 3 clusters Score -2048580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2048578.375000 Penalty: 922.060608
	Iteration 48Q: 3 clusters Score -2048578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2048579.750000 Penalty: 922.060608
	Iteration 49Q: 3 clusters Score -2048580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2048579.250000 Penalty: 922.060608
	Iteration 50Q: 3 clusters Score -2048579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2048579.250000 Penalty: 922.060608
	Iteration 51F: 3 clusters Score -2048579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -474000.968750 Penalty: 396.333221
	Iteration 0F: 2 clusters Score -474001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -469938.468750 Penalty: 792.666443
	Iteration 0F: 3 clusters Score -469938.5 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -471364.875000 Penalty: 792.666443
	Iteration 1F: 3 clusters Score -471364.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -471464.187500 Penalty: 792.666443
	Iteration 2F: 3 clusters Score -471464.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -471540.718750 Penalty: 792.666443
	Iteration 3Q: 3 clusters Score -471540.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -471598.843750 Penalty: 792.666443
	Iteration 4Q: 3 clusters Score -471598.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -471651.906250 Penalty: 792.666443
	Iteration 5Q: 3 clusters Score -471651.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -471693.437500 Penalty: 792.666443
	Iteration 6Q: 3 clusters Score -471693.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -471729.906250 Penalty: 792.666443
	Iteration 7Q: 3 clusters Score -471729.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -471762.593750 Penalty: 792.666443
	Iteration 8Q: 3 clusters Score -471762.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -471796.750000 Penalty: 792.666443
	Iteration 9Q: 3 clusters Score -471796.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -471832.468750 Penalty: 792.666443
	Iteration 10Q: 3 clusters Score -471832.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -471873.875000 Penalty: 792.666443
	Iteration 11Q: 3 clusters Score -471873.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -471937.375000 Penalty: 792.666443
	Iteration 12Q: 3 clusters Score -471937.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -472031.656250 Penalty: 792.666443
	Iteration 13Q: 3 clusters Score -472031.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -472165.812500 Penalty: 792.666443
	Iteration 14Q: 3 clusters Score -472165.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -472312.187500 Penalty: 792.666443
	Iteration 15Q: 3 clusters Score -472312.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -472508.343750 Penalty: 792.666443
	Iteration 16Q: 3 clusters Score -472508.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -472770.250000 Penalty: 792.666443
	Iteration 17F: 3 clusters Score -472770.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -473041.031250 Penalty: 792.666443
	Iteration 18F: 3 clusters Score -473041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -473245.843750 Penalty: 792.666443
	Iteration 19Q: 3 clusters Score -473245.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -473423.625000 Penalty: 792.666443
	Iteration 20F: 3 clusters Score -473423.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -473545.406250 Penalty: 792.666443
	Iteration 21Q: 3 clusters Score -473545.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -473609.031250 Penalty: 792.666443
	Iteration 22Q: 3 clusters Score -473609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -473641.031250 Penalty: 792.666443
	Iteration 23Q: 3 clusters Score -473641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -473649.156250 Penalty: 792.666443
	Iteration 24Q: 3 clusters Score -473649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -473651.875000 Penalty: 792.666443
	Iteration 25Q: 3 clusters Score -473651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -473652.281250 Penalty: 792.666443
	Iteration 26Q: 3 clusters Score -473652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -473652.281250 Penalty: 792.666443
	Iteration 27F: 3 clusters Score -473652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -70197.343750 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -70197.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69436.429688 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -69436.43 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69687.179688 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -69687.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69742.914062 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -69742.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69769.820312 Penalty: 620.322937
	Iteration 3Q: 3 clusters Score -69769.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69789.257812 Penalty: 620.322937
	Iteration 4Q: 3 clusters Score -69789.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -69807.585938 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -69807.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -69819.164062 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -69819.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69828.281250 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -69828.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69837.476562 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -69837.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69847.375000 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -69847.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69854.312500 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -69854.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -69862.093750 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -69862.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -69872.585938 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -69872.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -69881.031250 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -69881.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69890.265625 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -69890.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69901.539062 Penalty: 620.322937
	Iteration 15Q: 3 clusters Score -69901.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -69913.585938 Penalty: 620.322937
	Iteration 16Q: 3 clusters Score -69913.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69920.656250 Penalty: 620.322937
	Iteration 17Q: 3 clusters Score -69920.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69924.375000 Penalty: 620.322937
	Iteration 18Q: 3 clusters Score -69924.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -69927.460938 Penalty: 620.322937
	Iteration 19Q: 3 clusters Score -69927.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69932.890625 Penalty: 620.322937
	Iteration 20F: 3 clusters Score -69932.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69935.953125 Penalty: 620.322937
	Iteration 21Q: 3 clusters Score -69935.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69938.468750 Penalty: 620.322937
	Iteration 22Q: 3 clusters Score -69938.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69942.750000 Penalty: 620.322937
	Iteration 23Q: 3 clusters Score -69942.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69944.773438 Penalty: 620.322937
	Iteration 24Q: 3 clusters Score -69944.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69946.523438 Penalty: 620.322937
	Iteration 25Q: 3 clusters Score -69946.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -69948.601562 Penalty: 620.322937
	Iteration 26Q: 3 clusters Score -69948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -69950.031250 Penalty: 620.322937
	Iteration 27Q: 3 clusters Score -69950.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -69950.726562 Penalty: 620.322937
	Iteration 28Q: 3 clusters Score -69950.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69951.554688 Penalty: 620.322937
	Iteration 29Q: 3 clusters Score -69951.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69952.578125 Penalty: 620.322937
	Iteration 30Q: 3 clusters Score -69952.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -69953.070312 Penalty: 620.322937
	Iteration 31Q: 3 clusters Score -69953.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -69953.617188 Penalty: 620.322937
	Iteration 32Q: 3 clusters Score -69953.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69954.187500 Penalty: 620.322937
	Iteration 33Q: 3 clusters Score -69954.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -69954.187500 Penalty: 620.322937
	Iteration 34F: 3 clusters Score -69954.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (18596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Entering Unmasked Estep 
Score: -1519513.625000 Penalty: 447.296936
	Iteration 0F: 2 clusters Score -1519514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1506990.625000 Penalty: 894.593872
	Iteration 0F: 3 clusters Score -1506991 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1512279.375000 Penalty: 894.593872
	Iteration 1F: 3 clusters Score -1512279 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1512821.625000 Penalty: 894.593872
	Iteration 2F: 3 clusters Score -1512822 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1513778.500000 Penalty: 894.593872
	Iteration 3F: 3 clusters Score -1513778 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1515377.500000 Penalty: 894.593872
	Iteration 4F: 3 clusters Score -1515378 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1517302.250000 Penalty: 894.593872
	Iteration 5F: 3 clusters Score -1517302 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1518564.875000 Penalty: 894.593872
	Iteration 6F: 3 clusters Score -1518565 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -1518981.375000 Penalty: 894.593872
	Iteration 7Q: 3 clusters Score -1518981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1519071.625000 Penalty: 894.593872
	Iteration 8Q: 3 clusters Score -1519072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1519115.875000 Penalty: 894.593872
	Iteration 9Q: 3 clusters Score -1519116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1519118.000000 Penalty: 894.593872
	Iteration 10Q: 3 clusters Score -1519118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1519118.000000 Penalty: 894.593872
	Iteration 11F: 3 clusters Score -1519118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9051.967773 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9051.968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9135.476562 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9135.477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9153.779297 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9153.779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9167.769531 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -9167.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9170.944336 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9170.944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9176.060547 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9176.061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9178.037109 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9178.037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9179.184570 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9179.185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9179.184570 Penalty: 480.771515
	Iteration 8F: 3 clusters Score -9179.185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -15404.583984 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -15404.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15089.952148 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -15089.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15179.729492 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -15179.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15217.826172 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -15217.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15239.437500 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -15239.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15255.054688 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -15255.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15261.204102 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -15261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15263.642578 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -15263.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15270.913086 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -15270.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15283.139648 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -15283.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15286.970703 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -15286.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15290.937500 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -15290.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15293.452148 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -15293.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15296.185547 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -15296.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15296.185547 Penalty: 494.070465
	Iteration 13F: 3 clusters Score -15296.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Entering Unmasked Estep 
Score: -2926259.500000 Penalty: 478.012970
	Iteration 0F: 2 clusters Score -2926260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2903758.000000 Penalty: 956.025940
	Iteration 0F: 3 clusters Score -2903758 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2914491.000000 Penalty: 956.025940
	Iteration 1F: 3 clusters Score -2914491 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2915462.500000 Penalty: 956.025940
	Iteration 2F: 3 clusters Score -2915462 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2916756.500000 Penalty: 956.025940
	Iteration 3F: 3 clusters Score -2916756 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -2918437.500000 Penalty: 956.025940
	Iteration 4F: 3 clusters Score -2918438 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -2920287.750000 Penalty: 956.025940
	Iteration 5F: 3 clusters Score -2920288 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -2921949.250000 Penalty: 956.025940
	Iteration 6F: 3 clusters Score -2921949 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -2923011.750000 Penalty: 956.025940
	Iteration 7Q: 3 clusters Score -2923012 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -2923585.750000 Penalty: 956.025940
	Iteration 8Q: 3 clusters Score -2923586 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -2923916.250000 Penalty: 956.025940
	Iteration 9Q: 3 clusters Score -2923916 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -2924189.500000 Penalty: 956.025940
	Iteration 10Q: 3 clusters Score -2924190 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -2924423.250000 Penalty: 956.025940
	Iteration 11Q: 3 clusters Score -2924423 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -2924704.500000 Penalty: 956.025940
	Iteration 12Q: 3 clusters Score -2924704 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -2924956.500000 Penalty: 956.025940
	Iteration 13Q: 3 clusters Score -2924956 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2925189.000000 Penalty: 956.025940
	Iteration 14Q: 3 clusters Score -2925189 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -2925395.250000 Penalty: 956.025940
	Iteration 15Q: 3 clusters Score -2925395 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -2925527.750000 Penalty: 956.025940
	Iteration 16Q: 3 clusters Score -2925528 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -2925613.500000 Penalty: 956.025940
	Iteration 17Q: 3 clusters Score -2925614 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -2925700.500000 Penalty: 956.025940
	Iteration 18Q: 3 clusters Score -2925700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2925776.250000 Penalty: 956.025940
	Iteration 19Q: 3 clusters Score -2925776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -2925829.250000 Penalty: 956.025940
	Iteration 20F: 3 clusters Score -2925829 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -2925878.750000 Penalty: 956.025940
	Iteration 21Q: 3 clusters Score -2925879 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -2925919.750000 Penalty: 956.025940
	Iteration 22Q: 3 clusters Score -2925920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -2925961.750000 Penalty: 956.025940
	Iteration 23Q: 3 clusters Score -2925962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -2926008.000000 Penalty: 956.025940
	Iteration 24Q: 3 clusters Score -2926008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -2926068.250000 Penalty: 956.025940
	Iteration 25Q: 3 clusters Score -2926068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -2926093.500000 Penalty: 956.025940
	Iteration 26Q: 3 clusters Score -2926094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -2926111.500000 Penalty: 956.025940
	Iteration 27Q: 3 clusters Score -2926112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -2926147.750000 Penalty: 956.025940
	Iteration 28Q: 3 clusters Score -2926148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -2926185.000000 Penalty: 956.025940
	Iteration 29Q: 3 clusters Score -2926185 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -2926199.750000 Penalty: 956.025940
	Iteration 30Q: 3 clusters Score -2926200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -2926221.750000 Penalty: 956.025940
	Iteration 31Q: 3 clusters Score -2926222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -2926227.500000 Penalty: 956.025940
	Iteration 32Q: 3 clusters Score -2926228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -2926221.000000 Penalty: 956.025940
	Iteration 33Q: 3 clusters Score -2926221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -2926222.250000 Penalty: 956.025940
	Iteration 34Q: 3 clusters Score -2926222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -2926213.750000 Penalty: 956.025940
	Iteration 35Q: 3 clusters Score -2926214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -2926202.250000 Penalty: 956.025940
	Iteration 36Q: 3 clusters Score -2926202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -2926193.750000 Penalty: 956.025940
	Iteration 37Q: 3 clusters Score -2926194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2926190.250000 Penalty: 956.025940
	Iteration 38Q: 3 clusters Score -2926190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -2926198.250000 Penalty: 956.025940
	Iteration 39Q: 3 clusters Score -2926198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2926188.500000 Penalty: 956.025940
	Iteration 40F: 3 clusters Score -2926188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -2926186.000000 Penalty: 956.025940
	Iteration 41Q: 3 clusters Score -2926186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -2926187.000000 Penalty: 956.025940
	Iteration 42Q: 3 clusters Score -2926187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -2926181.500000 Penalty: 956.025940
	Iteration 43Q: 3 clusters Score -2926182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -2926161.250000 Penalty: 956.025940
	Iteration 44Q: 3 clusters Score -2926161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -2926151.750000 Penalty: 956.025940
	Iteration 45Q: 3 clusters Score -2926152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -2926146.500000 Penalty: 956.025940
	Iteration 46Q: 3 clusters Score -2926146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -2926143.250000 Penalty: 956.025940
	Iteration 47Q: 3 clusters Score -2926143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -2926135.500000 Penalty: 956.025940
	Iteration 48Q: 3 clusters Score -2926136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -2926139.250000 Penalty: 956.025940
	Iteration 49Q: 3 clusters Score -2926139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -2926123.750000 Penalty: 956.025940
	Iteration 50Q: 3 clusters Score -2926124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -2926125.250000 Penalty: 956.025940
	Iteration 51Q: 3 clusters Score -2926125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -2926113.250000 Penalty: 956.025940
	Iteration 52Q: 3 clusters Score -2926113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -2926111.750000 Penalty: 956.025940
	Iteration 53Q: 3 clusters Score -2926112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -2926110.250000 Penalty: 956.025940
	Iteration 54Q: 3 clusters Score -2926110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -2926101.500000 Penalty: 956.025940
	Iteration 55Q: 3 clusters Score -2926102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -2926093.250000 Penalty: 956.025940
	Iteration 56Q: 3 clusters Score -2926093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -2926094.000000 Penalty: 956.025940
	Iteration 57Q: 3 clusters Score -2926094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -2926091.250000 Penalty: 956.025940
	Iteration 58Q: 3 clusters Score -2926091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -2926086.750000 Penalty: 956.025940
	Iteration 59Q: 3 clusters Score -2926087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -2926076.000000 Penalty: 956.025940
	Iteration 60F: 3 clusters Score -2926076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -2926070.750000 Penalty: 956.025940
	Iteration 61Q: 3 clusters Score -2926071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -2926070.500000 Penalty: 956.025940
	Iteration 62Q: 3 clusters Score -2926070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -2926059.000000 Penalty: 956.025940
	Iteration 63Q: 3 clusters Score -2926059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -2926044.000000 Penalty: 956.025940
	Iteration 64Q: 3 clusters Score -2926044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -2926029.750000 Penalty: 956.025940
	Iteration 65Q: 3 clusters Score -2926030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -2926029.500000 Penalty: 956.025940
	Iteration 66Q: 3 clusters Score -2926030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -2926021.250000 Penalty: 956.025940
	Iteration 67Q: 3 clusters Score -2926021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -2926029.250000 Penalty: 956.025940
	Iteration 68Q: 3 clusters Score -2926029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -2926019.000000 Penalty: 956.025940
	Iteration 69Q: 3 clusters Score -2926019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -2926016.500000 Penalty: 956.025940
	Iteration 70Q: 3 clusters Score -2926016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2926006.250000 Penalty: 956.025940
	Iteration 71Q: 3 clusters Score -2926006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2926001.250000 Penalty: 956.025940
	Iteration 72Q: 3 clusters Score -2926001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -2926003.500000 Penalty: 956.025940
	Iteration 73Q: 3 clusters Score -2926004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -2925997.250000 Penalty: 956.025940
	Iteration 74Q: 3 clusters Score -2925997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -2925998.000000 Penalty: 956.025940
	Iteration 75Q: 3 clusters Score -2925998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -2925996.500000 Penalty: 956.025940
	Iteration 76Q: 3 clusters Score -2925996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -2925995.000000 Penalty: 956.025940
	Iteration 77Q: 3 clusters Score -2925995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -2926001.750000 Penalty: 956.025940
	Iteration 78Q: 3 clusters Score -2926002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -2925994.250000 Penalty: 956.025940
	Iteration 79Q: 3 clusters Score -2925994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -2925992.500000 Penalty: 956.025940
	Iteration 80F: 3 clusters Score -2925992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -2925994.250000 Penalty: 956.025940
	Iteration 81Q: 3 clusters Score -2925994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -2925993.500000 Penalty: 956.025940
	Iteration 82Q: 3 clusters Score -2925994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -2925987.750000 Penalty: 956.025940
	Iteration 83Q: 3 clusters Score -2925988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -2925985.500000 Penalty: 956.025940
	Iteration 84Q: 3 clusters Score -2925986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -2925986.250000 Penalty: 956.025940
	Iteration 85Q: 3 clusters Score -2925986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -2925986.250000 Penalty: 956.025940
	Iteration 86F: 3 clusters Score -2925986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9174.446289 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9174.446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9336.013672 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9336.014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9402.776367 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9402.776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9445.717773 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -9445.718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9471.420898 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9471.421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9483.740234 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9483.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9496.986328 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9496.986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9501.550781 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9501.551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9502.908203 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9502.908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9505.437500 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -9505.438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9509.217773 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -9509.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9513.888672 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -9513.889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9515.495117 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -9515.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9515.495117 Penalty: 501.722015
	Iteration 13F: 3 clusters Score -9515.495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 133 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Mstep: Class 80 contains 115 members 
Entering Unmasked Estep 
Score: -42183412.000000 Penalty: 48154.914062
Splitting cluster 77 changes total score from -42183756.000000 to -42183412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -22228.191406 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -22228.19 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 159 members 
Entering Unmasked Estep 
Score: -21865.648438 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -21865.65 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21937.976562 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -21937.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21961.523438 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -21961.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21981.687500 Penalty: 524.917236
	Iteration 3Q: 3 clusters Score -21981.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21987.941406 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -21987.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21994.300781 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -21994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21996.050781 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -21996.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21996.646484 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -21996.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21998.751953 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -21998.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22004.421875 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -22004.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22015.566406 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -22015.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22022.152344 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -22022.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22023.427734 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -22023.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22023.427734 Penalty: 524.917236
	Iteration 13F: 3 clusters Score -22023.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (11483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Entering Unmasked Estep 
Score: -942349.062500 Penalty: 425.362366
	Iteration 0F: 2 clusters Score -942349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -934720.062500 Penalty: 850.724731
	Iteration 0F: 3 clusters Score -934720.1 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -937881.250000 Penalty: 850.724731
	Iteration 1F: 3 clusters Score -937881.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -938376.375000 Penalty: 850.724731
	Iteration 2F: 3 clusters Score -938376.4 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -939234.875000 Penalty: 850.724731
	Iteration 3F: 3 clusters Score -939234.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -940298.312500 Penalty: 850.724731
	Iteration 4F: 3 clusters Score -940298.3 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -941063.687500 Penalty: 850.724731
	Iteration 5F: 3 clusters Score -941063.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -941398.937500 Penalty: 850.724731
	Iteration 6Q: 3 clusters Score -941398.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -941628.375000 Penalty: 850.724731
	Iteration 7Q: 3 clusters Score -941628.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -941759.375000 Penalty: 850.724731
	Iteration 8Q: 3 clusters Score -941759.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -941845.187500 Penalty: 850.724731
	Iteration 9Q: 3 clusters Score -941845.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -941881.562500 Penalty: 850.724731
	Iteration 10Q: 3 clusters Score -941881.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -941899.437500 Penalty: 850.724731
	Iteration 11Q: 3 clusters Score -941899.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -941912.125000 Penalty: 850.724731
	Iteration 12Q: 3 clusters Score -941912.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -941913.937500 Penalty: 850.724731
	Iteration 13Q: 3 clusters Score -941913.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -941917.750000 Penalty: 850.724731
	Iteration 14Q: 3 clusters Score -941917.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -941908.562500 Penalty: 850.724731
	Iteration 15Q: 3 clusters Score -941908.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -941909.250000 Penalty: 850.724731
	Iteration 16Q: 3 clusters Score -941909.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -941902.187500 Penalty: 850.724731
	Iteration 17Q: 3 clusters Score -941902.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -941911.625000 Penalty: 850.724731
	Iteration 18Q: 3 clusters Score -941911.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -941913.187500 Penalty: 850.724731
	Iteration 19Q: 3 clusters Score -941913.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -941907.500000 Penalty: 850.724731
	Iteration 20F: 3 clusters Score -941907.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -941907.062500 Penalty: 850.724731
	Iteration 21Q: 3 clusters Score -941907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -941905.250000 Penalty: 850.724731
	Iteration 22Q: 3 clusters Score -941905.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -941910.437500 Penalty: 850.724731
	Iteration 23Q: 3 clusters Score -941910.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -941914.812500 Penalty: 850.724731
	Iteration 24Q: 3 clusters Score -941914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -941915.687500 Penalty: 850.724731
	Iteration 25Q: 3 clusters Score -941915.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -941915.125000 Penalty: 850.724731
	Iteration 26Q: 3 clusters Score -941915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -941915.062500 Penalty: 850.724731
	Iteration 27Q: 3 clusters Score -941915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -941918.250000 Penalty: 850.724731
	Iteration 28Q: 3 clusters Score -941918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -941922.125000 Penalty: 850.724731
	Iteration 29Q: 3 clusters Score -941922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -941919.687500 Penalty: 850.724731
	Iteration 30Q: 3 clusters Score -941919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -941922.750000 Penalty: 850.724731
	Iteration 31Q: 3 clusters Score -941922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -941922.187500 Penalty: 850.724731
	Iteration 32Q: 3 clusters Score -941922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -941922.187500 Penalty: 850.724731
	Iteration 33F: 3 clusters Score -941922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19846 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31638 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 22907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9374 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17562 members 
Mstep: Class 32 contains 23877 members 
Mstep: Class 33 contains 16973 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11713 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23337 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5036 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14958 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23207 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4341 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 21054 members 
Mstep: Class 61 contains 3366 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5286 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13882 members 
Mstep: Class 67 contains 1170 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25148 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183792.000000 Penalty: 47552.976562
Iteration 279Q: 80 clusters Score -4.218379e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19843 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31627 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23085 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6567 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 45035 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20882 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18952 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17582 members 
Mstep: Class 32 contains 23878 members 
Mstep: Class 33 contains 17037 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11685 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23236 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5055 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14963 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4317 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 21032 members 
Mstep: Class 61 contains 3360 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5182 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13880 members 
Mstep: Class 67 contains 1160 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25105 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18576 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36519 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183748.000000 Penalty: 47552.976562
Iteration 280F: 80 clusters Score -4.218375e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19839 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31620 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23266 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6591 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9392 members 
Mstep: Class 18 contains 45033 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 20880 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17602 members 
Mstep: Class 32 contains 23876 members 
Mstep: Class 33 contains 17089 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11660 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23175 members 
Mstep: Class 41 contains 1794 members 
Mstep: Class 42 contains 5064 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6515 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14968 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23211 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4302 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 21009 members 
Mstep: Class 61 contains 3358 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5046 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13889 members 
Mstep: Class 67 contains 1153 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25086 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18562 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36512 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183896.000000 Penalty: 47552.976562
Iteration 281Q: 80 clusters Score -4.21839e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19839 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31607 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23404 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9406 members 
Mstep: Class 18 contains 45030 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2052 members 
Mstep: Class 24 contains 20886 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18930 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17616 members 
Mstep: Class 32 contains 23872 members 
Mstep: Class 33 contains 17148 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11636 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23142 members 
Mstep: Class 41 contains 1793 members 
Mstep: Class 42 contains 5069 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6515 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14985 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23212 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4310 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20995 members 
Mstep: Class 61 contains 3355 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4929 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13893 members 
Mstep: Class 67 contains 1143 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25054 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18528 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36504 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183884.000000 Penalty: 47552.976562
Iteration 282Q: 80 clusters Score -4.218388e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19833 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31594 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23523 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 45029 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2053 members 
Mstep: Class 24 contains 20887 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18919 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17625 members 
Mstep: Class 32 contains 23869 members 
Mstep: Class 33 contains 17200 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23110 members 
Mstep: Class 41 contains 1794 members 
Mstep: Class 42 contains 5085 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6516 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14991 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23217 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4304 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20977 members 
Mstep: Class 61 contains 3354 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4826 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13898 members 
Mstep: Class 67 contains 1138 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25025 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18509 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36503 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183908.000000 Penalty: 47552.976562
Iteration 283Q: 80 clusters Score -4.218391e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19830 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23669 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6659 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9429 members 
Mstep: Class 18 contains 45028 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 20897 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18901 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17621 members 
Mstep: Class 32 contains 23874 members 
Mstep: Class 33 contains 17248 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11577 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 23041 members 
Mstep: Class 41 contains 1791 members 
Mstep: Class 42 contains 5100 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6517 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14988 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23220 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4290 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20966 members 
Mstep: Class 61 contains 3353 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4733 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13908 members 
Mstep: Class 67 contains 1135 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25007 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18484 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36503 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183968.000000 Penalty: 47552.976562
Iteration 284Q: 80 clusters Score -4.218397e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19832 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31580 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23837 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6677 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9449 members 
Mstep: Class 18 contains 45028 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 20907 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18883 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17633 members 
Mstep: Class 32 contains 23875 members 
Mstep: Class 33 contains 17288 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11546 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22933 members 
Mstep: Class 41 contains 1789 members 
Mstep: Class 42 contains 5109 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6518 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14987 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23220 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4290 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20950 members 
Mstep: Class 61 contains 3349 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4646 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13912 members 
Mstep: Class 67 contains 1142 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24994 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18455 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36499 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183940.000000 Penalty: 47552.976562
Iteration 285Q: 80 clusters Score -4.218394e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19829 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31568 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 23990 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9472 members 
Mstep: Class 18 contains 45031 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 20914 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18887 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17646 members 
Mstep: Class 32 contains 23873 members 
Mstep: Class 33 contains 17340 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11509 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22842 members 
Mstep: Class 41 contains 1787 members 
Mstep: Class 42 contains 5112 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6521 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14974 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23223 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4277 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1920 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 20930 members 
Mstep: Class 61 contains 3348 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4563 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13917 members 
Mstep: Class 67 contains 1145 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25011 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18413 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36494 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183944.000000 Penalty: 47552.976562
Iteration 286Q: 80 clusters Score -4.218394e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19822 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31562 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 24198 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6696 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9500 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 20919 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18879 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17661 members 
Mstep: Class 32 contains 23873 members 
Mstep: Class 33 contains 17369 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11465 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22726 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 5115 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14966 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4269 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1921 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1778 members 
Mstep: Class 60 contains 20905 members 
Mstep: Class 61 contains 3351 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4468 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13927 members 
Mstep: Class 67 contains 1138 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25019 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18403 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36488 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183952.000000 Penalty: 47552.976562
Iteration 287Q: 80 clusters Score -4.218395e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31556 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 24385 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6715 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 20928 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18872 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17684 members 
Mstep: Class 32 contains 23868 members 
Mstep: Class 33 contains 17397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11421 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22627 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 5125 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14962 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4272 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1924 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1780 members 
Mstep: Class 60 contains 20880 members 
Mstep: Class 61 contains 3355 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4375 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13931 members 
Mstep: Class 67 contains 1128 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25022 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18374 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36483 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183872.000000 Penalty: 47552.976562
Iteration 288Q: 80 clusters Score -4.218387e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19805 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31544 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 24611 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6742 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20941 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18853 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17702 members 
Mstep: Class 32 contains 23864 members 
Mstep: Class 33 contains 17420 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11386 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 994 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22469 members 
Mstep: Class 41 contains 1780 members 
Mstep: Class 42 contains 5127 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 600 members 
Mstep: Class 46 contains 6525 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14953 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23219 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4281 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1927 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20860 members 
Mstep: Class 61 contains 3361 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4305 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13933 members 
Mstep: Class 67 contains 1109 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25016 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18350 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36470 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183808.000000 Penalty: 47552.976562
Iteration 289Q: 80 clusters Score -4.218381e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19807 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31535 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 24804 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6789 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9634 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21099 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20948 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18840 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17713 members 
Mstep: Class 32 contains 23861 members 
Mstep: Class 33 contains 17458 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11354 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 995 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22315 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 5125 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6526 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14938 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23217 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4289 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1932 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20838 members 
Mstep: Class 61 contains 3363 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4201 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13945 members 
Mstep: Class 67 contains 1094 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24993 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18322 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36469 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183884.000000 Penalty: 47552.976562
Iteration 290Q: 80 clusters Score -4.218388e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19801 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 24995 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9727 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21099 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 20954 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18833 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17720 members 
Mstep: Class 32 contains 23852 members 
Mstep: Class 33 contains 17497 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11336 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 996 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22176 members 
Mstep: Class 41 contains 1780 members 
Mstep: Class 42 contains 5123 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6527 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14919 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23220 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4291 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1942 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20814 members 
Mstep: Class 61 contains 3364 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4092 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13956 members 
Mstep: Class 67 contains 1060 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24981 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18293 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36458 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183780.000000 Penalty: 47552.976562
Iteration 291Q: 80 clusters Score -4.218378e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19792 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31516 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 25200 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9819 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 20955 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18821 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17729 members 
Mstep: Class 32 contains 23844 members 
Mstep: Class 33 contains 17532 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11326 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 998 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 22030 members 
Mstep: Class 41 contains 1781 members 
Mstep: Class 42 contains 5120 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14899 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4302 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1947 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20787 members 
Mstep: Class 61 contains 3360 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3995 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13970 members 
Mstep: Class 67 contains 1046 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24964 members 
Mstep: Class 71 contains 6068 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18253 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36458 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183692.000000 Penalty: 47552.976562
Iteration 292Q: 80 clusters Score -4.218369e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19771 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31510 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 25405 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6791 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 9921 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20955 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18818 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17732 members 
Mstep: Class 32 contains 23829 members 
Mstep: Class 33 contains 17568 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11320 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 21887 members 
Mstep: Class 41 contains 1783 members 
Mstep: Class 42 contains 5118 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6531 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 588 members 
Mstep: Class 50 contains 14880 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23231 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4311 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1953 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20767 members 
Mstep: Class 61 contains 3352 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3923 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13981 members 
Mstep: Class 67 contains 1045 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24964 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18186 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36451 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183700.000000 Penalty: 47552.976562
Iteration 293Q: 80 clusters Score -4.21837e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19761 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31494 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6739 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 457 members 
Mstep: Class 20 contains 6274 members 
Mstep: Class 21 contains 21098 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20954 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18834 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17729 members 
Mstep: Class 32 contains 23821 members 
Mstep: Class 33 contains 17593 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11317 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1001 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 21733 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5109 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6530 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 587 members 
Mstep: Class 50 contains 14859 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23232 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4342 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1957 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20754 members 
Mstep: Class 61 contains 3350 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3862 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 13996 members 
Mstep: Class 67 contains 1045 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24958 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18132 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36445 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183720.000000 Penalty: 47552.976562
Iteration 294Q: 80 clusters Score -4.218372e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19748 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31484 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10139 members 
Mstep: Class 18 contains 45050 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6274 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20948 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18849 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17730 members 
Mstep: Class 32 contains 23813 members 
Mstep: Class 33 contains 17628 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11306 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 21568 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5105 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 587 members 
Mstep: Class 50 contains 14846 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23235 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4373 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1961 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20742 members 
Mstep: Class 61 contains 3346 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3815 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14006 members 
Mstep: Class 67 contains 1038 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24942 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18091 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36445 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183700.000000 Penalty: 47552.976562
Iteration 295Q: 80 clusters Score -4.21837e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31477 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 25938 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6674 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 45049 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20943 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18852 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17727 members 
Mstep: Class 32 contains 23811 members 
Mstep: Class 33 contains 17649 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 21368 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5096 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 586 members 
Mstep: Class 50 contains 14831 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23239 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4397 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1963 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1781 members 
Mstep: Class 60 contains 20733 members 
Mstep: Class 61 contains 3344 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3773 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14016 members 
Mstep: Class 67 contains 1029 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24912 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18081 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36449 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183776.000000 Penalty: 47552.976562
Iteration 296Q: 80 clusters Score -4.218378e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19697 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31476 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26122 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20940 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18869 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17723 members 
Mstep: Class 32 contains 23806 members 
Mstep: Class 33 contains 17680 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11291 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 21193 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5085 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 587 members 
Mstep: Class 50 contains 14820 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23240 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4418 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1965 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20722 members 
Mstep: Class 61 contains 3342 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3728 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14031 members 
Mstep: Class 67 contains 1010 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24890 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 18041 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 228 members 
Mstep: Class 76 contains 36449 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 11980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183872.000000 Penalty: 47552.976562
Iteration 297Q: 80 clusters Score -4.218387e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19666 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26299 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10503 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20945 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 336 members 
Mstep: Class 29 contains 18887 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17721 members 
Mstep: Class 32 contains 23799 members 
Mstep: Class 33 contains 17725 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11288 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 21032 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 5071 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 589 members 
Mstep: Class 50 contains 14808 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23238 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4440 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1971 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20709 members 
Mstep: Class 61 contains 3341 members 
Mstep: Class 62 contains 3193 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3711 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14047 members 
Mstep: Class 67 contains 999 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24871 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 17961 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36448 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183772.000000 Penalty: 47552.976562
Iteration 298Q: 80 clusters Score -4.218377e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19627 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31469 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1937 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26433 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6497 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10629 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20938 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18906 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17723 members 
Mstep: Class 32 contains 23792 members 
Mstep: Class 33 contains 17767 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11293 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 20876 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5064 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14803 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23239 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4466 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1978 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20688 members 
Mstep: Class 61 contains 3341 members 
Mstep: Class 62 contains 3196 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3691 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14064 members 
Mstep: Class 67 contains 985 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24837 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 17900 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36455 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183748.000000 Penalty: 47552.976562
Iteration 299Q: 80 clusters Score -4.218375e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19597 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31470 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26592 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10742 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21094 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20934 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18917 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17717 members 
Mstep: Class 32 contains 23787 members 
Mstep: Class 33 contains 17801 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11302 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 20705 members 
Mstep: Class 41 contains 1783 members 
Mstep: Class 42 contains 5059 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14792 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23245 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4476 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1980 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20671 members 
Mstep: Class 61 contains 3341 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3645 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14082 members 
Mstep: Class 67 contains 978 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24811 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 913 members 
Mstep: Class 73 contains 17838 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36466 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183728.000000 Penalty: 47552.976562
Iteration 300F: 80 clusters Score -4.218373e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19568 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31472 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26739 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10859 members 
Mstep: Class 18 contains 45055 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20927 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18930 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17716 members 
Mstep: Class 32 contains 23777 members 
Mstep: Class 33 contains 17827 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11304 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 20474 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 5053 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6531 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14794 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23246 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4496 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1984 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20661 members 
Mstep: Class 61 contains 3345 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3650 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14097 members 
Mstep: Class 67 contains 962 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24780 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17770 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36477 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183696.000000 Penalty: 47552.976562
Iteration 301Q: 80 clusters Score -4.21837e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19543 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31475 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26893 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6393 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 10999 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6277 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20922 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18937 members 
Mstep: Class 30 contains 522 members 
Mstep: Class 31 contains 17705 members 
Mstep: Class 32 contains 23774 members 
Mstep: Class 33 contains 17847 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11308 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 20242 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 5049 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6530 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14804 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23254 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4504 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1988 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20656 members 
Mstep: Class 61 contains 3346 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3663 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14108 members 
Mstep: Class 67 contains 944 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24749 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17707 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36479 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183724.000000 Penalty: 47552.976562
Iteration 302Q: 80 clusters Score -4.218372e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27017 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20926 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18936 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17701 members 
Mstep: Class 32 contains 23774 members 
Mstep: Class 33 contains 17873 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11314 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 20025 members 
Mstep: Class 41 contains 1786 members 
Mstep: Class 42 contains 5044 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14815 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23255 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4513 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 1994 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20648 members 
Mstep: Class 61 contains 3344 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3663 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14115 members 
Mstep: Class 67 contains 930 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24700 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17643 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36484 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183728.000000 Penalty: 47552.976562
Iteration 303Q: 80 clusters Score -4.218373e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 20034 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31475 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27157 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6309 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20932 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18933 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17685 members 
Mstep: Class 32 contains 23767 members 
Mstep: Class 33 contains 17919 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11310 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 19803 members 
Mstep: Class 41 contains 1788 members 
Mstep: Class 42 contains 5039 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6527 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14820 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23259 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4501 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2003 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20642 members 
Mstep: Class 61 contains 3344 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3636 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14126 members 
Mstep: Class 67 contains 931 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24646 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17573 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36486 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183780.000000 Penalty: 47552.976562
Iteration 304Q: 80 clusters Score -4.218378e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31478 members 
Mstep: Class 8 contains 3933 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27269 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6270 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 45056 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20932 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18939 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17687 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11302 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 19536 members 
Mstep: Class 41 contains 1793 members 
Mstep: Class 42 contains 5032 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14826 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23266 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4494 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2011 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20624 members 
Mstep: Class 61 contains 3343 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3609 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14137 members 
Mstep: Class 67 contains 926 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24597 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17515 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36492 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183840.000000 Penalty: 47552.976562
Iteration 305Q: 80 clusters Score -4.218384e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19467 members 
Mstep: Class 4 contains 20031 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31477 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6245 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 45055 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20935 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18942 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17695 members 
Mstep: Class 32 contains 23750 members 
Mstep: Class 33 contains 17995 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11296 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 19271 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 5018 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6530 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14839 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23270 members 
Mstep: Class 53 contains 915 members 
Mstep: Class 54 contains 4503 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2016 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1782 members 
Mstep: Class 60 contains 20600 members 
Mstep: Class 61 contains 3340 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3564 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14150 members 
Mstep: Class 67 contains 915 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24583 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17446 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36495 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183848.000000 Penalty: 47552.976562
Iteration 306Q: 80 clusters Score -4.218385e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19464 members 
Mstep: Class 4 contains 20032 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27476 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20936 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18959 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17705 members 
Mstep: Class 32 contains 23743 members 
Mstep: Class 33 contains 18030 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 19055 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 5003 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6532 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14845 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23271 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4531 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2018 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 20584 members 
Mstep: Class 61 contains 3336 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3531 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14159 members 
Mstep: Class 67 contains 917 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24550 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17377 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36498 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183936.000000 Penalty: 47552.976562
Iteration 307Q: 80 clusters Score -4.218394e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 20033 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31475 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27553 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6274 members 
Mstep: Class 21 contains 21099 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20938 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18958 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17715 members 
Mstep: Class 32 contains 23732 members 
Mstep: Class 33 contains 18058 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11301 members 
Mstep: Class 36 contains 2890 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 18841 members 
Mstep: Class 41 contains 1799 members 
Mstep: Class 42 contains 4993 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14860 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23269 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4532 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2019 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1785 members 
Mstep: Class 60 contains 20575 members 
Mstep: Class 61 contains 3331 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3511 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14165 members 
Mstep: Class 67 contains 907 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24509 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17336 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36498 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183900.000000 Penalty: 47552.976562
Iteration 308Q: 80 clusters Score -4.21839e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19478 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31476 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27640 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12228 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 21102 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20945 members 
Mstep: Class 25 contains 200 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18945 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17719 members 
Mstep: Class 32 contains 23728 members 
Mstep: Class 33 contains 18083 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11311 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 18620 members 
Mstep: Class 41 contains 1799 members 
Mstep: Class 42 contains 4981 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6531 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14889 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23267 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4535 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2021 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20567 members 
Mstep: Class 61 contains 3327 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3493 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14170 members 
Mstep: Class 67 contains 892 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24463 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 914 members 
Mstep: Class 73 contains 17275 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36500 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183912.000000 Penalty: 47552.976562
Iteration 309Q: 80 clusters Score -4.218391e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19487 members 
Mstep: Class 4 contains 20026 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31476 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27722 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 21106 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 201 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18940 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17719 members 
Mstep: Class 32 contains 23722 members 
Mstep: Class 33 contains 18102 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11310 members 
Mstep: Class 36 contains 2892 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 18404 members 
Mstep: Class 41 contains 1799 members 
Mstep: Class 42 contains 4971 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6529 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14918 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23268 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4535 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20557 members 
Mstep: Class 61 contains 3324 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3478 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14183 members 
Mstep: Class 67 contains 883 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24409 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 17228 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36500 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183856.000000 Penalty: 47552.976562
Iteration 310Q: 80 clusters Score -4.218386e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19502 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31478 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1938 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27748 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12458 members 
Mstep: Class 18 contains 45052 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20958 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18942 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17719 members 
Mstep: Class 32 contains 23718 members 
Mstep: Class 33 contains 18120 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11309 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 18236 members 
Mstep: Class 41 contains 1800 members 
Mstep: Class 42 contains 4965 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6528 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14940 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23269 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4534 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20547 members 
Mstep: Class 61 contains 3319 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3508 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14194 members 
Mstep: Class 67 contains 868 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 17179 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36500 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183876.000000 Penalty: 47552.976562
Iteration 311Q: 80 clusters Score -4.218388e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19520 members 
Mstep: Class 4 contains 20022 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31479 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27813 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6190 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12515 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21110 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2055 members 
Mstep: Class 24 contains 20959 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18933 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17720 members 
Mstep: Class 32 contains 23715 members 
Mstep: Class 33 contains 18135 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11315 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 18081 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 4956 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6526 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14959 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23270 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4537 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20533 members 
Mstep: Class 61 contains 3315 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3525 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14207 members 
Mstep: Class 67 contains 861 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24334 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 17130 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36497 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 12980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183840.000000 Penalty: 47552.976562
Iteration 312Q: 80 clusters Score -4.218384e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19540 members 
Mstep: Class 4 contains 20019 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31480 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27869 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6187 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12516 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 20963 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18914 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17733 members 
Mstep: Class 32 contains 23713 members 
Mstep: Class 33 contains 18156 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11318 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17987 members 
Mstep: Class 41 contains 1801 members 
Mstep: Class 42 contains 4946 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6525 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14974 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23266 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4543 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20512 members 
Mstep: Class 61 contains 3312 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3546 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14222 members 
Mstep: Class 67 contains 856 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24281 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 17090 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36503 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183860.000000 Penalty: 47552.976562
Iteration 313Q: 80 clusters Score -4.218386e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 20019 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31471 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 1944 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27912 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12529 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2056 members 
Mstep: Class 24 contains 20962 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18911 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17742 members 
Mstep: Class 32 contains 23711 members 
Mstep: Class 33 contains 18167 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11306 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17914 members 
Mstep: Class 41 contains 1804 members 
Mstep: Class 42 contains 4940 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14977 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23259 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20489 members 
Mstep: Class 61 contains 3310 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3546 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14241 members 
Mstep: Class 67 contains 851 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24261 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 17034 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36503 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183760.000000 Penalty: 47552.976562
Iteration 314Q: 80 clusters Score -4.218376e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31468 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 1945 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27971 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6183 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 20956 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18905 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17746 members 
Mstep: Class 32 contains 23710 members 
Mstep: Class 33 contains 18189 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11291 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17855 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 4932 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14983 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23254 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4558 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20473 members 
Mstep: Class 61 contains 3307 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3533 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14258 members 
Mstep: Class 67 contains 843 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24253 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16974 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36503 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183768.000000 Penalty: 47552.976562
Iteration 315Q: 80 clusters Score -4.218377e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19586 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31465 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27994 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12528 members 
Mstep: Class 18 contains 45053 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20955 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18917 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17736 members 
Mstep: Class 32 contains 23708 members 
Mstep: Class 33 contains 18210 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11284 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17838 members 
Mstep: Class 41 contains 1809 members 
Mstep: Class 42 contains 4924 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 601 members 
Mstep: Class 46 contains 6518 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14984 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23250 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4557 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20467 members 
Mstep: Class 61 contains 3306 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3525 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14277 members 
Mstep: Class 67 contains 836 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24256 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16905 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36505 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183748.000000 Penalty: 47552.976562
Iteration 316Q: 80 clusters Score -4.218375e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19600 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31461 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28029 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6149 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12526 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20953 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18925 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17720 members 
Mstep: Class 32 contains 23705 members 
Mstep: Class 33 contains 18215 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17812 members 
Mstep: Class 41 contains 1811 members 
Mstep: Class 42 contains 4918 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6515 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14989 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23241 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4561 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2022 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20461 members 
Mstep: Class 61 contains 3304 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3523 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14308 members 
Mstep: Class 67 contains 831 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24287 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16839 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36507 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183844.000000 Penalty: 47552.976562
Iteration 317Q: 80 clusters Score -4.218384e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 20015 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31454 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3406 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6146 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12528 members 
Mstep: Class 18 contains 45059 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6273 members 
Mstep: Class 21 contains 21109 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18939 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17710 members 
Mstep: Class 32 contains 23706 members 
Mstep: Class 33 contains 18234 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 2893 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17793 members 
Mstep: Class 41 contains 1815 members 
Mstep: Class 42 contains 4911 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6512 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 14996 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23226 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4559 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20457 members 
Mstep: Class 61 contains 3299 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3500 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14330 members 
Mstep: Class 67 contains 828 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24313 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16768 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183812.000000 Penalty: 47552.976562
Iteration 318Q: 80 clusters Score -4.218381e+07 nChanged 393
Entering ConstructFrom: 
Score: -42183812.000000 Penalty: 47552.976562
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -50379.421875 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50379.42 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50579.886719 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50579.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50628.046875 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50628.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50664.746094 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -50664.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -50687.593750 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -50687.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50705.605469 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50705.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -50728.894531 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50728.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -50746.328125 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50746.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50761.765625 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50761.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -50779.121094 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50779.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -50801.273438 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50801.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50820.988281 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -50820.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50829.183594 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -50829.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50835.613281 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -50835.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50840.136719 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -50840.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50843.355469 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -50843.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50849.285156 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -50849.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50851.500000 Penalty: 603.871155
	Iteration 17Q: 3 clusters Score -50851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50852.699219 Penalty: 603.871155
	Iteration 18Q: 3 clusters Score -50852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50853.550781 Penalty: 603.871155
	Iteration 19Q: 3 clusters Score -50853.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50853.550781 Penalty: 603.871155
	Iteration 20F: 3 clusters Score -50853.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -360703.093750 Penalty: 386.408325
	Iteration 0F: 2 clusters Score -360703.1 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 2440 members 
Entering Unmasked Estep 
Score: -357384.000000 Penalty: 772.816650
	Iteration 0F: 3 clusters Score -357384 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -358573.406250 Penalty: 772.816650
	Iteration 1F: 3 clusters Score -358573.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -358733.687500 Penalty: 772.816650
	Iteration 2F: 3 clusters Score -358733.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -358932.750000 Penalty: 772.816650
	Iteration 3F: 3 clusters Score -358932.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -359206.000000 Penalty: 772.816650
	Iteration 4F: 3 clusters Score -359206 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -359427.500000 Penalty: 772.816650
	Iteration 5F: 3 clusters Score -359427.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -359614.437500 Penalty: 772.816650
	Iteration 6F: 3 clusters Score -359614.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -359744.156250 Penalty: 772.816650
	Iteration 7F: 3 clusters Score -359744.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -359844.093750 Penalty: 772.816650
	Iteration 8Q: 3 clusters Score -359844.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -359915.375000 Penalty: 772.816650
	Iteration 9Q: 3 clusters Score -359915.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -359971.468750 Penalty: 772.816650
	Iteration 10Q: 3 clusters Score -359971.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -360012.437500 Penalty: 772.816650
	Iteration 11Q: 3 clusters Score -360012.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -360050.093750 Penalty: 772.816650
	Iteration 12Q: 3 clusters Score -360050.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -360087.500000 Penalty: 772.816650
	Iteration 13Q: 3 clusters Score -360087.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -360119.437500 Penalty: 772.816650
	Iteration 14Q: 3 clusters Score -360119.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -360155.843750 Penalty: 772.816650
	Iteration 15Q: 3 clusters Score -360155.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -360198.062500 Penalty: 772.816650
	Iteration 16Q: 3 clusters Score -360198.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -360242.218750 Penalty: 772.816650
	Iteration 17Q: 3 clusters Score -360242.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -360288.062500 Penalty: 772.816650
	Iteration 18Q: 3 clusters Score -360288.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -360341.281250 Penalty: 772.816650
	Iteration 19Q: 3 clusters Score -360341.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -360391.343750 Penalty: 772.816650
	Iteration 20F: 3 clusters Score -360391.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -360428.843750 Penalty: 772.816650
	Iteration 21Q: 3 clusters Score -360428.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -360454.125000 Penalty: 772.816650
	Iteration 22Q: 3 clusters Score -360454.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -360480.125000 Penalty: 772.816650
	Iteration 23Q: 3 clusters Score -360480.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -360497.750000 Penalty: 772.816650
	Iteration 24Q: 3 clusters Score -360497.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -360511.343750 Penalty: 772.816650
	Iteration 25Q: 3 clusters Score -360511.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -360524.468750 Penalty: 772.816650
	Iteration 26Q: 3 clusters Score -360524.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -360534.656250 Penalty: 772.816650
	Iteration 27Q: 3 clusters Score -360534.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -360543.406250 Penalty: 772.816650
	Iteration 28Q: 3 clusters Score -360543.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -360550.312500 Penalty: 772.816650
	Iteration 29Q: 3 clusters Score -360550.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -360557.875000 Penalty: 772.816650
	Iteration 30Q: 3 clusters Score -360557.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -360568.750000 Penalty: 772.816650
	Iteration 31Q: 3 clusters Score -360568.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -360576.781250 Penalty: 772.816650
	Iteration 32Q: 3 clusters Score -360576.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -360582.843750 Penalty: 772.816650
	Iteration 33Q: 3 clusters Score -360582.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -360586.718750 Penalty: 772.816650
	Iteration 34Q: 3 clusters Score -360586.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -360592.687500 Penalty: 772.816650
	Iteration 35Q: 3 clusters Score -360592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -360597.312500 Penalty: 772.816650
	Iteration 36Q: 3 clusters Score -360597.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -360601.125000 Penalty: 772.816650
	Iteration 37Q: 3 clusters Score -360601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -360603.625000 Penalty: 772.816650
	Iteration 38Q: 3 clusters Score -360603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -360607.812500 Penalty: 772.816650
	Iteration 39Q: 3 clusters Score -360607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -360610.375000 Penalty: 772.816650
	Iteration 40F: 3 clusters Score -360610.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -360613.625000 Penalty: 772.816650
	Iteration 41Q: 3 clusters Score -360613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -360615.593750 Penalty: 772.816650
	Iteration 42Q: 3 clusters Score -360615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -360617.406250 Penalty: 772.816650
	Iteration 43Q: 3 clusters Score -360617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -360619.312500 Penalty: 772.816650
	Iteration 44Q: 3 clusters Score -360619.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -360621.437500 Penalty: 772.816650
	Iteration 45Q: 3 clusters Score -360621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -360622.468750 Penalty: 772.816650
	Iteration 46Q: 3 clusters Score -360622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -360623.343750 Penalty: 772.816650
	Iteration 47Q: 3 clusters Score -360623.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -360624.625000 Penalty: 772.816650
	Iteration 48Q: 3 clusters Score -360624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -360626.437500 Penalty: 772.816650
	Iteration 49Q: 3 clusters Score -360626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -360631.343750 Penalty: 772.816650
	Iteration 50Q: 3 clusters Score -360631.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -360636.468750 Penalty: 772.816650
	Iteration 51Q: 3 clusters Score -360636.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -360641.781250 Penalty: 772.816650
	Iteration 52Q: 3 clusters Score -360641.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -360647.500000 Penalty: 772.816650
	Iteration 53Q: 3 clusters Score -360647.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -360653.937500 Penalty: 772.816650
	Iteration 54Q: 3 clusters Score -360653.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -360661.718750 Penalty: 772.816650
	Iteration 55Q: 3 clusters Score -360661.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360676.031250 Penalty: 772.816650
	Iteration 56Q: 3 clusters Score -360676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -360698.468750 Penalty: 772.816650
	Iteration 57Q: 3 clusters Score -360698.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -360729.406250 Penalty: 772.816650
	Iteration 58Q: 3 clusters Score -360729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -360751.531250 Penalty: 772.816650
	Iteration 59Q: 3 clusters Score -360751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -360771.187500 Penalty: 772.816650
	Iteration 60F: 3 clusters Score -360771.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -360777.312500 Penalty: 772.816650
	Iteration 61Q: 3 clusters Score -360777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -360779.843750 Penalty: 772.816650
	Iteration 62Q: 3 clusters Score -360779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -360780.312500 Penalty: 772.816650
	Iteration 63Q: 3 clusters Score -360780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -360780.781250 Penalty: 772.816650
	Iteration 64Q: 3 clusters Score -360780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -360780.781250 Penalty: 772.816650
	Iteration 65F: 3 clusters Score -360780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 353 members 
Entering Unmasked Estep 
Score: -42183632.000000 Penalty: 48154.914062
Splitting cluster 2 changes total score from -42183812.000000 to -42183632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Entering Unmasked Estep 
Score: -1554390.625000 Penalty: 449.745117
	Iteration 0F: 2 clusters Score -1554391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1541283.500000 Penalty: 899.490234
	Iteration 0F: 3 clusters Score -1541284 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1546740.125000 Penalty: 899.490234
	Iteration 1F: 3 clusters Score -1546740 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1547166.375000 Penalty: 899.490234
	Iteration 2F: 3 clusters Score -1547166 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1547845.625000 Penalty: 899.490234
	Iteration 3F: 3 clusters Score -1547846 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1548860.000000 Penalty: 899.490234
	Iteration 4F: 3 clusters Score -1548860 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1550124.625000 Penalty: 899.490234
	Iteration 5F: 3 clusters Score -1550125 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1551299.250000 Penalty: 899.490234
	Iteration 6F: 3 clusters Score -1551299 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1552206.750000 Penalty: 899.490234
	Iteration 7Q: 3 clusters Score -1552207 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1552808.625000 Penalty: 899.490234
	Iteration 8Q: 3 clusters Score -1552809 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1553172.750000 Penalty: 899.490234
	Iteration 9Q: 3 clusters Score -1553173 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1553399.125000 Penalty: 899.490234
	Iteration 10Q: 3 clusters Score -1553399 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1553565.250000 Penalty: 899.490234
	Iteration 11Q: 3 clusters Score -1553565 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1553673.125000 Penalty: 899.490234
	Iteration 12Q: 3 clusters Score -1553673 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1553741.750000 Penalty: 899.490234
	Iteration 13Q: 3 clusters Score -1553742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1553783.500000 Penalty: 899.490234
	Iteration 14Q: 3 clusters Score -1553784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1553826.500000 Penalty: 899.490234
	Iteration 15Q: 3 clusters Score -1553826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1553852.625000 Penalty: 899.490234
	Iteration 16Q: 3 clusters Score -1553853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1553871.750000 Penalty: 899.490234
	Iteration 17Q: 3 clusters Score -1553872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1553891.125000 Penalty: 899.490234
	Iteration 18Q: 3 clusters Score -1553891 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1553899.750000 Penalty: 899.490234
	Iteration 19Q: 3 clusters Score -1553900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1553914.125000 Penalty: 899.490234
	Iteration 20F: 3 clusters Score -1553914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1553919.375000 Penalty: 899.490234
	Iteration 21Q: 3 clusters Score -1553919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1553920.250000 Penalty: 899.490234
	Iteration 22Q: 3 clusters Score -1553920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1553927.875000 Penalty: 899.490234
	Iteration 23Q: 3 clusters Score -1553928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1553933.875000 Penalty: 899.490234
	Iteration 24Q: 3 clusters Score -1553934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1553936.250000 Penalty: 899.490234
	Iteration 25Q: 3 clusters Score -1553936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1553937.250000 Penalty: 899.490234
	Iteration 26Q: 3 clusters Score -1553937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1553937.000000 Penalty: 899.490234
	Iteration 27Q: 3 clusters Score -1553937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1553939.625000 Penalty: 899.490234
	Iteration 28Q: 3 clusters Score -1553940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1553941.750000 Penalty: 899.490234
	Iteration 29Q: 3 clusters Score -1553942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1553942.000000 Penalty: 899.490234
	Iteration 30Q: 3 clusters Score -1553942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1553942.375000 Penalty: 899.490234
	Iteration 31Q: 3 clusters Score -1553942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1553944.875000 Penalty: 899.490234
	Iteration 32Q: 3 clusters Score -1553945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1553946.125000 Penalty: 899.490234
	Iteration 33Q: 3 clusters Score -1553946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1553944.750000 Penalty: 899.490234
	Iteration 34Q: 3 clusters Score -1553945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1553946.125000 Penalty: 899.490234
	Iteration 35Q: 3 clusters Score -1553946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1553946.750000 Penalty: 899.490234
	Iteration 36Q: 3 clusters Score -1553947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1553948.500000 Penalty: 899.490234
	Iteration 37Q: 3 clusters Score -1553948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1553950.375000 Penalty: 899.490234
	Iteration 38Q: 3 clusters Score -1553950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1553948.625000 Penalty: 899.490234
	Iteration 39Q: 3 clusters Score -1553949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1553948.750000 Penalty: 899.490234
	Iteration 40F: 3 clusters Score -1553949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1553948.625000 Penalty: 899.490234
	Iteration 41Q: 3 clusters Score -1553949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1553949.750000 Penalty: 899.490234
	Iteration 42Q: 3 clusters Score -1553950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1553949.750000 Penalty: 899.490234
	Iteration 43F: 3 clusters Score -1553950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Entering Unmasked Estep 
Score: -1606636.375000 Penalty: 450.635956
	Iteration 0F: 2 clusters Score -1606636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1593350.375000 Penalty: 901.271912
	Iteration 0F: 3 clusters Score -1593350 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1598723.875000 Penalty: 901.271912
	Iteration 1F: 3 clusters Score -1598724 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1599082.375000 Penalty: 901.271912
	Iteration 2Q: 3 clusters Score -1599082 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1599574.625000 Penalty: 901.271912
	Iteration 3F: 3 clusters Score -1599575 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1600341.375000 Penalty: 901.271912
	Iteration 4F: 3 clusters Score -1600341 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1601467.625000 Penalty: 901.271912
	Iteration 5F: 3 clusters Score -1601468 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1602750.125000 Penalty: 901.271912
	Iteration 6F: 3 clusters Score -1602750 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1603733.750000 Penalty: 901.271912
	Iteration 7F: 3 clusters Score -1603734 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1604353.750000 Penalty: 901.271912
	Iteration 8Q: 3 clusters Score -1604354 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1604700.500000 Penalty: 901.271912
	Iteration 9Q: 3 clusters Score -1604700 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1604937.000000 Penalty: 901.271912
	Iteration 10Q: 3 clusters Score -1604937 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1605169.500000 Penalty: 901.271912
	Iteration 11Q: 3 clusters Score -1605170 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1605391.625000 Penalty: 901.271912
	Iteration 12Q: 3 clusters Score -1605392 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -1605580.625000 Penalty: 901.271912
	Iteration 13Q: 3 clusters Score -1605581 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -1605735.875000 Penalty: 901.271912
	Iteration 14Q: 3 clusters Score -1605736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1605856.750000 Penalty: 901.271912
	Iteration 15Q: 3 clusters Score -1605857 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1605950.875000 Penalty: 901.271912
	Iteration 16Q: 3 clusters Score -1605951 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1606021.000000 Penalty: 901.271912
	Iteration 17Q: 3 clusters Score -1606021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1606082.125000 Penalty: 901.271912
	Iteration 18Q: 3 clusters Score -1606082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -1606114.375000 Penalty: 901.271912
	Iteration 19Q: 3 clusters Score -1606114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1606140.750000 Penalty: 901.271912
	Iteration 20F: 3 clusters Score -1606141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1606167.750000 Penalty: 901.271912
	Iteration 21Q: 3 clusters Score -1606168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -1606180.875000 Penalty: 901.271912
	Iteration 22Q: 3 clusters Score -1606181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -1606191.875000 Penalty: 901.271912
	Iteration 23Q: 3 clusters Score -1606192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1606205.750000 Penalty: 901.271912
	Iteration 24Q: 3 clusters Score -1606206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1606218.625000 Penalty: 901.271912
	Iteration 25Q: 3 clusters Score -1606219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1606225.250000 Penalty: 901.271912
	Iteration 26Q: 3 clusters Score -1606225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1606234.625000 Penalty: 901.271912
	Iteration 27Q: 3 clusters Score -1606235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1606235.375000 Penalty: 901.271912
	Iteration 28Q: 3 clusters Score -1606235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1606236.750000 Penalty: 901.271912
	Iteration 29Q: 3 clusters Score -1606237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1606240.375000 Penalty: 901.271912
	Iteration 30Q: 3 clusters Score -1606240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1606245.500000 Penalty: 901.271912
	Iteration 31Q: 3 clusters Score -1606246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -1606247.750000 Penalty: 901.271912
	Iteration 32Q: 3 clusters Score -1606248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1606249.000000 Penalty: 901.271912
	Iteration 33Q: 3 clusters Score -1606249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1606251.000000 Penalty: 901.271912
	Iteration 34Q: 3 clusters Score -1606251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1606251.875000 Penalty: 901.271912
	Iteration 35Q: 3 clusters Score -1606252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1606251.875000 Penalty: 901.271912
	Iteration 36Q: 3 clusters Score -1606252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1606251.875000 Penalty: 901.271912
	Iteration 37F: 3 clusters Score -1606252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7151.937500 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7151.938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7293.171875 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7293.172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7302.928711 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -7302.929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7309.941406 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7309.941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7316.318359 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7316.318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7322.705566 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7322.706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7328.191406 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7328.191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7332.604980 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7332.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7332.858398 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -7332.858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7332.858398 Penalty: 458.362671
	Iteration 9F: 3 clusters Score -7332.858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43781.601562 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43781.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43996.804688 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -43996.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44075.316406 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44075.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44149.183594 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44149.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44199.429688 Penalty: 596.018188
	Iteration 4F: 3 clusters Score -44199.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44231.484375 Penalty: 596.018188
	Iteration 5F: 3 clusters Score -44231.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44262.558594 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44262.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44277.656250 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44277.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44287.457031 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44287.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44295.957031 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44295.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44299.972656 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44299.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44303.246094 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44303.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44304.273438 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44304.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44304.621094 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44304.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44304.855469 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44304.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44305.660156 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44305.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44306.445312 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44306.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44307.050781 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44307.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44308.113281 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -44308.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44308.113281 Penalty: 596.018188
	Iteration 19F: 3 clusters Score -44308.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Entering Unmasked Estep 
Score: -2519856.500000 Penalty: 471.209381
	Iteration 0F: 2 clusters Score -2519856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2500613.000000 Penalty: 942.418762
	Iteration 0F: 3 clusters Score -2500613 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2509207.250000 Penalty: 942.418762
	Iteration 1F: 3 clusters Score -2509207 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2509724.250000 Penalty: 942.418762
	Iteration 2Q: 3 clusters Score -2509724 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2510430.250000 Penalty: 942.418762
	Iteration 3Q: 3 clusters Score -2510430 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2511476.500000 Penalty: 942.418762
	Iteration 4F: 3 clusters Score -2511476 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2512849.250000 Penalty: 942.418762
	Iteration 5F: 3 clusters Score -2512849 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2514252.750000 Penalty: 942.418762
	Iteration 6F: 3 clusters Score -2514253 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2515604.750000 Penalty: 942.418762
	Iteration 7F: 3 clusters Score -2515605 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2516504.500000 Penalty: 942.418762
	Iteration 8Q: 3 clusters Score -2516504 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2516998.500000 Penalty: 942.418762
	Iteration 9Q: 3 clusters Score -2516998 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2517296.000000 Penalty: 942.418762
	Iteration 10Q: 3 clusters Score -2517296 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2517513.750000 Penalty: 942.418762
	Iteration 11Q: 3 clusters Score -2517514 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2517724.250000 Penalty: 942.418762
	Iteration 12Q: 3 clusters Score -2517724 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2517897.000000 Penalty: 942.418762
	Iteration 13Q: 3 clusters Score -2517897 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2518086.250000 Penalty: 942.418762
	Iteration 14Q: 3 clusters Score -2518086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2518243.750000 Penalty: 942.418762
	Iteration 15Q: 3 clusters Score -2518244 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2518375.500000 Penalty: 942.418762
	Iteration 16Q: 3 clusters Score -2518376 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2518501.500000 Penalty: 942.418762
	Iteration 17Q: 3 clusters Score -2518502 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2518615.000000 Penalty: 942.418762
	Iteration 18Q: 3 clusters Score -2518615 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2518745.250000 Penalty: 942.418762
	Iteration 19Q: 3 clusters Score -2518745 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2518904.750000 Penalty: 942.418762
	Iteration 20F: 3 clusters Score -2518905 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2519073.250000 Penalty: 942.418762
	Iteration 21Q: 3 clusters Score -2519073 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2519214.250000 Penalty: 942.418762
	Iteration 22Q: 3 clusters Score -2519214 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2519343.250000 Penalty: 942.418762
	Iteration 23Q: 3 clusters Score -2519343 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2519457.250000 Penalty: 942.418762
	Iteration 24Q: 3 clusters Score -2519457 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2519542.250000 Penalty: 942.418762
	Iteration 25Q: 3 clusters Score -2519542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2519591.750000 Penalty: 942.418762
	Iteration 26Q: 3 clusters Score -2519592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2519619.250000 Penalty: 942.418762
	Iteration 27Q: 3 clusters Score -2519619 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2519626.500000 Penalty: 942.418762
	Iteration 28Q: 3 clusters Score -2519626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2519635.000000 Penalty: 942.418762
	Iteration 29Q: 3 clusters Score -2519635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2519647.750000 Penalty: 942.418762
	Iteration 30Q: 3 clusters Score -2519648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2519651.250000 Penalty: 942.418762
	Iteration 31Q: 3 clusters Score -2519651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2519652.250000 Penalty: 942.418762
	Iteration 32Q: 3 clusters Score -2519652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2519657.500000 Penalty: 942.418762
	Iteration 33Q: 3 clusters Score -2519658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2519674.250000 Penalty: 942.418762
	Iteration 34Q: 3 clusters Score -2519674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2519676.250000 Penalty: 942.418762
	Iteration 35Q: 3 clusters Score -2519676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2519676.500000 Penalty: 942.418762
	Iteration 36Q: 3 clusters Score -2519676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2519677.500000 Penalty: 942.418762
	Iteration 37Q: 3 clusters Score -2519678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2519678.500000 Penalty: 942.418762
	Iteration 38Q: 3 clusters Score -2519678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2519689.500000 Penalty: 942.418762
	Iteration 39Q: 3 clusters Score -2519690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2519698.250000 Penalty: 942.418762
	Iteration 40F: 3 clusters Score -2519698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2519696.250000 Penalty: 942.418762
	Iteration 41Q: 3 clusters Score -2519696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2519700.000000 Penalty: 942.418762
	Iteration 42Q: 3 clusters Score -2519700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2519698.000000 Penalty: 942.418762
	Iteration 43Q: 3 clusters Score -2519698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2519696.750000 Penalty: 942.418762
	Iteration 44Q: 3 clusters Score -2519697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2519688.250000 Penalty: 942.418762
	Iteration 45Q: 3 clusters Score -2519688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2519690.000000 Penalty: 942.418762
	Iteration 46Q: 3 clusters Score -2519690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2519687.500000 Penalty: 942.418762
	Iteration 47Q: 3 clusters Score -2519688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2519684.000000 Penalty: 942.418762
	Iteration 48Q: 3 clusters Score -2519684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2519682.750000 Penalty: 942.418762
	Iteration 49Q: 3 clusters Score -2519683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2519683.500000 Penalty: 942.418762
	Iteration 50Q: 3 clusters Score -2519684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2519686.000000 Penalty: 942.418762
	Iteration 51Q: 3 clusters Score -2519686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2519679.500000 Penalty: 942.418762
	Iteration 52Q: 3 clusters Score -2519680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2519682.250000 Penalty: 942.418762
	Iteration 53Q: 3 clusters Score -2519682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2519682.500000 Penalty: 942.418762
	Iteration 54Q: 3 clusters Score -2519682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2519682.500000 Penalty: 942.418762
	Iteration 55F: 3 clusters Score -2519682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Entering Unmasked Estep 
Score: -277711.718750 Penalty: 376.564392
	Iteration 0F: 2 clusters Score -277711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -274954.093750 Penalty: 753.128784
	Iteration 0F: 3 clusters Score -274954.1 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -276009.031250 Penalty: 753.128784
	Iteration 1F: 3 clusters Score -276009 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -276155.218750 Penalty: 753.128784
	Iteration 2F: 3 clusters Score -276155.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -276268.375000 Penalty: 753.128784
	Iteration 3F: 3 clusters Score -276268.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -276375.312500 Penalty: 753.128784
	Iteration 4F: 3 clusters Score -276375.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -276470.125000 Penalty: 753.128784
	Iteration 5Q: 3 clusters Score -276470.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -276558.187500 Penalty: 753.128784
	Iteration 6Q: 3 clusters Score -276558.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -276630.000000 Penalty: 753.128784
	Iteration 7Q: 3 clusters Score -276630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -276696.093750 Penalty: 753.128784
	Iteration 8Q: 3 clusters Score -276696.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -276757.718750 Penalty: 753.128784
	Iteration 9Q: 3 clusters Score -276757.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -276817.500000 Penalty: 753.128784
	Iteration 10Q: 3 clusters Score -276817.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -276885.593750 Penalty: 753.128784
	Iteration 11Q: 3 clusters Score -276885.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -276953.781250 Penalty: 753.128784
	Iteration 12Q: 3 clusters Score -276953.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -277010.000000 Penalty: 753.128784
	Iteration 13Q: 3 clusters Score -277010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -277067.593750 Penalty: 753.128784
	Iteration 14Q: 3 clusters Score -277067.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -277118.312500 Penalty: 753.128784
	Iteration 15Q: 3 clusters Score -277118.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -277174.687500 Penalty: 753.128784
	Iteration 16Q: 3 clusters Score -277174.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -277217.750000 Penalty: 753.128784
	Iteration 17Q: 3 clusters Score -277217.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -277254.000000 Penalty: 753.128784
	Iteration 18Q: 3 clusters Score -277254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -277277.250000 Penalty: 753.128784
	Iteration 19Q: 3 clusters Score -277277.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -277301.968750 Penalty: 753.128784
	Iteration 20F: 3 clusters Score -277302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -277325.375000 Penalty: 753.128784
	Iteration 21Q: 3 clusters Score -277325.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -277343.812500 Penalty: 753.128784
	Iteration 22Q: 3 clusters Score -277343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -277359.250000 Penalty: 753.128784
	Iteration 23Q: 3 clusters Score -277359.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -277374.500000 Penalty: 753.128784
	Iteration 24Q: 3 clusters Score -277374.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -277390.218750 Penalty: 753.128784
	Iteration 25Q: 3 clusters Score -277390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -277400.093750 Penalty: 753.128784
	Iteration 26Q: 3 clusters Score -277400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -277408.218750 Penalty: 753.128784
	Iteration 27Q: 3 clusters Score -277408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -277410.312500 Penalty: 753.128784
	Iteration 28Q: 3 clusters Score -277410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -277410.750000 Penalty: 753.128784
	Iteration 29Q: 3 clusters Score -277410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -277411.312500 Penalty: 753.128784
	Iteration 30Q: 3 clusters Score -277411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -277411.812500 Penalty: 753.128784
	Iteration 31Q: 3 clusters Score -277411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -277412.218750 Penalty: 753.128784
	Iteration 32Q: 3 clusters Score -277412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -277412.718750 Penalty: 753.128784
	Iteration 33Q: 3 clusters Score -277412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -277413.125000 Penalty: 753.128784
	Iteration 34Q: 3 clusters Score -277413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -277413.093750 Penalty: 753.128784
	Iteration 35Q: 3 clusters Score -277413.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -277413.093750 Penalty: 753.128784
	Iteration 36F: 3 clusters Score -277413.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -141285.968750 Penalty: 344.619049
	Iteration 0F: 2 clusters Score -141286 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 968 members 
Entering Unmasked Estep 
Score: -139891.250000 Penalty: 689.238098
	Iteration 0F: 3 clusters Score -139891.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -140369.859375 Penalty: 689.238098
	Iteration 1F: 3 clusters Score -140369.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -140436.609375 Penalty: 689.238098
	Iteration 2F: 3 clusters Score -140436.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -140502.671875 Penalty: 689.238098
	Iteration 3F: 3 clusters Score -140502.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -140557.062500 Penalty: 689.238098
	Iteration 4F: 3 clusters Score -140557.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -140606.734375 Penalty: 689.238098
	Iteration 5Q: 3 clusters Score -140606.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -140652.250000 Penalty: 689.238098
	Iteration 6Q: 3 clusters Score -140652.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -140694.515625 Penalty: 689.238098
	Iteration 7Q: 3 clusters Score -140694.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -140731.578125 Penalty: 689.238098
	Iteration 8Q: 3 clusters Score -140731.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -140759.234375 Penalty: 689.238098
	Iteration 9Q: 3 clusters Score -140759.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140796.578125 Penalty: 689.238098
	Iteration 10Q: 3 clusters Score -140796.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -140838.203125 Penalty: 689.238098
	Iteration 11Q: 3 clusters Score -140838.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140872.500000 Penalty: 689.238098
	Iteration 12Q: 3 clusters Score -140872.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -140904.437500 Penalty: 689.238098
	Iteration 13Q: 3 clusters Score -140904.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140938.187500 Penalty: 689.238098
	Iteration 14Q: 3 clusters Score -140938.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140969.625000 Penalty: 689.238098
	Iteration 15Q: 3 clusters Score -140969.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140992.484375 Penalty: 689.238098
	Iteration 16Q: 3 clusters Score -140992.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -141021.171875 Penalty: 689.238098
	Iteration 17Q: 3 clusters Score -141021.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -141044.640625 Penalty: 689.238098
	Iteration 18Q: 3 clusters Score -141044.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141067.875000 Penalty: 689.238098
	Iteration 19Q: 3 clusters Score -141067.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -141083.250000 Penalty: 689.238098
	Iteration 20F: 3 clusters Score -141083.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141103.875000 Penalty: 689.238098
	Iteration 21Q: 3 clusters Score -141103.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141112.578125 Penalty: 689.238098
	Iteration 22Q: 3 clusters Score -141112.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141120.843750 Penalty: 689.238098
	Iteration 23Q: 3 clusters Score -141120.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141128.109375 Penalty: 689.238098
	Iteration 24Q: 3 clusters Score -141128.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141132.796875 Penalty: 689.238098
	Iteration 25Q: 3 clusters Score -141132.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141135.515625 Penalty: 689.238098
	Iteration 26Q: 3 clusters Score -141135.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -141136.718750 Penalty: 689.238098
	Iteration 27Q: 3 clusters Score -141136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -141137.375000 Penalty: 689.238098
	Iteration 28Q: 3 clusters Score -141137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141138.093750 Penalty: 689.238098
	Iteration 29Q: 3 clusters Score -141138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141138.359375 Penalty: 689.238098
	Iteration 30Q: 3 clusters Score -141138.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -141139.093750 Penalty: 689.238098
	Iteration 31Q: 3 clusters Score -141139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -141139.703125 Penalty: 689.238098
	Iteration 32Q: 3 clusters Score -141139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -141141.781250 Penalty: 689.238098
	Iteration 33Q: 3 clusters Score -141141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -141141.953125 Penalty: 689.238098
	Iteration 34Q: 3 clusters Score -141142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141142.109375 Penalty: 689.238098
	Iteration 35Q: 3 clusters Score -141142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141142.109375 Penalty: 689.238098
	Iteration 36F: 3 clusters Score -141142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -249087.890625 Penalty: 370.078247
	Iteration 0F: 2 clusters Score -249087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -246702.718750 Penalty: 740.156494
	Iteration 0F: 3 clusters Score -246702.7 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -247570.031250 Penalty: 740.156494
	Iteration 1F: 3 clusters Score -247570 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -247688.406250 Penalty: 740.156494
	Iteration 2F: 3 clusters Score -247688.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -247788.765625 Penalty: 740.156494
	Iteration 3F: 3 clusters Score -247788.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -247882.500000 Penalty: 740.156494
	Iteration 4F: 3 clusters Score -247882.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -247992.187500 Penalty: 740.156494
	Iteration 5F: 3 clusters Score -247992.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -248110.265625 Penalty: 740.156494
	Iteration 6F: 3 clusters Score -248110.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -248226.421875 Penalty: 740.156494
	Iteration 7Q: 3 clusters Score -248226.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -248346.593750 Penalty: 740.156494
	Iteration 8Q: 3 clusters Score -248346.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -248485.140625 Penalty: 740.156494
	Iteration 9Q: 3 clusters Score -248485.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -248596.562500 Penalty: 740.156494
	Iteration 10Q: 3 clusters Score -248596.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -248656.406250 Penalty: 740.156494
	Iteration 11Q: 3 clusters Score -248656.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -248703.578125 Penalty: 740.156494
	Iteration 12Q: 3 clusters Score -248703.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -248726.031250 Penalty: 740.156494
	Iteration 13Q: 3 clusters Score -248726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -248738.000000 Penalty: 740.156494
	Iteration 14Q: 3 clusters Score -248738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -248747.250000 Penalty: 740.156494
	Iteration 15Q: 3 clusters Score -248747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -248753.859375 Penalty: 740.156494
	Iteration 16Q: 3 clusters Score -248753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -248759.421875 Penalty: 740.156494
	Iteration 17Q: 3 clusters Score -248759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -248763.750000 Penalty: 740.156494
	Iteration 18Q: 3 clusters Score -248763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -248769.109375 Penalty: 740.156494
	Iteration 19Q: 3 clusters Score -248769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -248771.296875 Penalty: 740.156494
	Iteration 20F: 3 clusters Score -248771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 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 143 members 
Entering Unmasked Estep 
Score: -10547.849609 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10547.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10669.267578 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10669.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10719.363281 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10719.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10744.055664 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10744.06 nChanged 11
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: -10760.791992 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10760.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10787.298828 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10809.439453 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10809.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10821.600586 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10833.717773 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10833.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10839.658203 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10839.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10846.982422 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10846.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10852.665039 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10852.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10858.032227 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10858.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10865.349609 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10865.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10876.370117 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -10876.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10881.653320 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10881.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10881.653320 Penalty: 515.644836
	Iteration 16F: 3 clusters Score -10881.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12374.110352 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12374.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12097.106445 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12097.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12183.920898 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12183.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12273.323242 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12273.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12344.163086 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -12344.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12368.362305 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -12368.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12378.907227 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12378.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12385.666992 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12385.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12386.450195 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12386.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12388.823242 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12388.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12388.823242 Penalty: 494.468689
	Iteration 9F: 3 clusters Score -12388.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 161 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 68 members 
Entering Unmasked Estep 
Score: -42183396.000000 Penalty: 48154.914062
Splitting cluster 12 changes total score from -42183812.000000 to -42183396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (28091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Entering Unmasked Estep 
Score: -2283059.250000 Penalty: 466.065796
	Iteration 0F: 2 clusters Score -2283059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2265450.500000 Penalty: 932.131592
	Iteration 0F: 3 clusters Score -2265450 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2274534.000000 Penalty: 932.131592
	Iteration 1F: 3 clusters Score -2274534 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2276126.000000 Penalty: 932.131592
	Iteration 2F: 3 clusters Score -2276126 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2278615.750000 Penalty: 932.131592
	Iteration 3F: 3 clusters Score -2278616 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2280546.750000 Penalty: 932.131592
	Iteration 4F: 3 clusters Score -2280547 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2281343.250000 Penalty: 932.131592
	Iteration 5Q: 3 clusters Score -2281343 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2281842.500000 Penalty: 932.131592
	Iteration 6Q: 3 clusters Score -2281842 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2282306.750000 Penalty: 932.131592
	Iteration 7Q: 3 clusters Score -2282307 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2282660.500000 Penalty: 932.131592
	Iteration 8Q: 3 clusters Score -2282660 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2282950.250000 Penalty: 932.131592
	Iteration 9Q: 3 clusters Score -2282950 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2283162.000000 Penalty: 932.131592
	Iteration 10Q: 3 clusters Score -2283162 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2283309.000000 Penalty: 932.131592
	Iteration 11Q: 3 clusters Score -2283309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2283403.250000 Penalty: 932.131592
	Iteration 12Q: 3 clusters Score -2283403 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2283427.750000 Penalty: 932.131592
	Iteration 13Q: 3 clusters Score -2283428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2283481.500000 Penalty: 932.131592
	Iteration 14Q: 3 clusters Score -2283482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2283501.000000 Penalty: 932.131592
	Iteration 15Q: 3 clusters Score -2283501 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2283503.000000 Penalty: 932.131592
	Iteration 16Q: 3 clusters Score -2283503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2283510.000000 Penalty: 932.131592
	Iteration 17Q: 3 clusters Score -2283510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2283510.250000 Penalty: 932.131592
	Iteration 18Q: 3 clusters Score -2283510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2283513.750000 Penalty: 932.131592
	Iteration 19Q: 3 clusters Score -2283514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2283511.000000 Penalty: 932.131592
	Iteration 20F: 3 clusters Score -2283511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2283522.000000 Penalty: 932.131592
	Iteration 21Q: 3 clusters Score -2283522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2283521.500000 Penalty: 932.131592
	Iteration 22Q: 3 clusters Score -2283522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2283523.250000 Penalty: 932.131592
	Iteration 23Q: 3 clusters Score -2283523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2283523.250000 Penalty: 932.131592
	Iteration 24Q: 3 clusters Score -2283523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2283517.250000 Penalty: 932.131592
	Iteration 25Q: 3 clusters Score -2283517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2283516.000000 Penalty: 932.131592
	Iteration 26Q: 3 clusters Score -2283516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2283519.500000 Penalty: 932.131592
	Iteration 27Q: 3 clusters Score -2283520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2283523.500000 Penalty: 932.131592
	Iteration 28Q: 3 clusters Score -2283524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2283522.250000 Penalty: 932.131592
	Iteration 29Q: 3 clusters Score -2283522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2283519.000000 Penalty: 932.131592
	Iteration 30Q: 3 clusters Score -2283519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2283508.750000 Penalty: 932.131592
	Iteration 31Q: 3 clusters Score -2283509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2283516.000000 Penalty: 932.131592
	Iteration 32Q: 3 clusters Score -2283516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2283498.750000 Penalty: 932.131592
	Iteration 33Q: 3 clusters Score -2283499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2283484.500000 Penalty: 932.131592
	Iteration 34Q: 3 clusters Score -2283484 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2283461.750000 Penalty: 932.131592
	Iteration 35Q: 3 clusters Score -2283462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2283416.750000 Penalty: 932.131592
	Iteration 36Q: 3 clusters Score -2283417 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2283411.000000 Penalty: 932.131592
	Iteration 37Q: 3 clusters Score -2283411 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2283385.250000 Penalty: 932.131592
	Iteration 38Q: 3 clusters Score -2283385 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2283377.000000 Penalty: 932.131592
	Iteration 39Q: 3 clusters Score -2283377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2283400.000000 Penalty: 932.131592
	Iteration 40F: 3 clusters Score -2283400 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2283396.250000 Penalty: 932.131592
	Iteration 41Q: 3 clusters Score -2283396 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2283404.250000 Penalty: 932.131592
	Iteration 42Q: 3 clusters Score -2283404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2283378.750000 Penalty: 932.131592
	Iteration 43Q: 3 clusters Score -2283379 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2283354.000000 Penalty: 932.131592
	Iteration 44Q: 3 clusters Score -2283354 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2283320.500000 Penalty: 932.131592
	Iteration 45Q: 3 clusters Score -2283320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2283304.250000 Penalty: 932.131592
	Iteration 46Q: 3 clusters Score -2283304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2283294.000000 Penalty: 932.131592
	Iteration 47Q: 3 clusters Score -2283294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2283291.000000 Penalty: 932.131592
	Iteration 48Q: 3 clusters Score -2283291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2283292.250000 Penalty: 932.131592
	Iteration 49Q: 3 clusters Score -2283292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2283276.250000 Penalty: 932.131592
	Iteration 50Q: 3 clusters Score -2283276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2283289.250000 Penalty: 932.131592
	Iteration 51Q: 3 clusters Score -2283289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2283295.750000 Penalty: 932.131592
	Iteration 52Q: 3 clusters Score -2283296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2283291.250000 Penalty: 932.131592
	Iteration 53Q: 3 clusters Score -2283291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2283291.500000 Penalty: 932.131592
	Iteration 54Q: 3 clusters Score -2283292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2283291.250000 Penalty: 932.131592
	Iteration 55Q: 3 clusters Score -2283291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2283289.500000 Penalty: 932.131592
	Iteration 56Q: 3 clusters Score -2283290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2283289.500000 Penalty: 932.131592
	Iteration 57F: 3 clusters Score -2283290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 22846 members 
Entering Unmasked Estep 
Score: -42183776.000000 Penalty: 48154.914062
Splitting cluster 13 changes total score from -42183812.000000 to -42183776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18900.580078 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18900.58 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19006.113281 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -19006.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19042.429688 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19042.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19056.187500 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -19056.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19071.951172 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19071.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19079.566406 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19079.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19082.851562 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19082.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19085.828125 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19085.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19086.658203 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19086.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19086.658203 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -19086.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -508818.937500 Penalty: 396.847748
	Iteration 0F: 2 clusters Score -508818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -504619.531250 Penalty: 793.695496
	Iteration 0F: 3 clusters Score -504619.5 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -506145.593750 Penalty: 793.695496
	Iteration 1F: 3 clusters Score -506145.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -506230.375000 Penalty: 793.695496
	Iteration 2Q: 3 clusters Score -506230.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -506381.406250 Penalty: 793.695496
	Iteration 3Q: 3 clusters Score -506381.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -506567.906250 Penalty: 793.695496
	Iteration 4Q: 3 clusters Score -506567.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -506857.281250 Penalty: 793.695496
	Iteration 5F: 3 clusters Score -506857.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -507118.312500 Penalty: 793.695496
	Iteration 6F: 3 clusters Score -507118.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -507318.000000 Penalty: 793.695496
	Iteration 7F: 3 clusters Score -507318 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -507481.000000 Penalty: 793.695496
	Iteration 8Q: 3 clusters Score -507481 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -507584.218750 Penalty: 793.695496
	Iteration 9Q: 3 clusters Score -507584.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -507679.281250 Penalty: 793.695496
	Iteration 10Q: 3 clusters Score -507679.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -507765.875000 Penalty: 793.695496
	Iteration 11Q: 3 clusters Score -507765.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -507849.093750 Penalty: 793.695496
	Iteration 12Q: 3 clusters Score -507849.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -507933.468750 Penalty: 793.695496
	Iteration 13Q: 3 clusters Score -507933.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -508003.843750 Penalty: 793.695496
	Iteration 14Q: 3 clusters Score -508003.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -508064.781250 Penalty: 793.695496
	Iteration 15Q: 3 clusters Score -508064.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -508127.031250 Penalty: 793.695496
	Iteration 16Q: 3 clusters Score -508127 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -508183.781250 Penalty: 793.695496
	Iteration 17Q: 3 clusters Score -508183.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -508244.093750 Penalty: 793.695496
	Iteration 18Q: 3 clusters Score -508244.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -508297.406250 Penalty: 793.695496
	Iteration 19Q: 3 clusters Score -508297.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -508353.625000 Penalty: 793.695496
	Iteration 20F: 3 clusters Score -508353.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -508392.718750 Penalty: 793.695496
	Iteration 21Q: 3 clusters Score -508392.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -508419.281250 Penalty: 793.695496
	Iteration 22Q: 3 clusters Score -508419.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -508428.093750 Penalty: 793.695496
	Iteration 23Q: 3 clusters Score -508428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -508436.281250 Penalty: 793.695496
	Iteration 24Q: 3 clusters Score -508436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -508444.718750 Penalty: 793.695496
	Iteration 25Q: 3 clusters Score -508444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -508454.000000 Penalty: 793.695496
	Iteration 26Q: 3 clusters Score -508454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -508455.812500 Penalty: 793.695496
	Iteration 27Q: 3 clusters Score -508455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -508459.218750 Penalty: 793.695496
	Iteration 28Q: 3 clusters Score -508459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -508460.937500 Penalty: 793.695496
	Iteration 29Q: 3 clusters Score -508460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -508461.062500 Penalty: 793.695496
	Iteration 30Q: 3 clusters Score -508461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -508461.062500 Penalty: 793.695496
	Iteration 31F: 3 clusters Score -508461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -55191.089844 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -55191.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54578.386719 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -54578.39 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -54727.300781 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -54727.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54752.726562 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -54752.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -54774.984375 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -54774.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -54793.949219 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -54793.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54812.812500 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -54812.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54822.371094 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -54822.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54825.718750 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -54825.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54829.746094 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -54829.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54834.847656 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -54834.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54838.148438 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -54838.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54842.222656 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -54842.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54851.187500 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -54851.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54859.664062 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -54859.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54867.042969 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -54867.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -54874.781250 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -54874.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54884.335938 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -54884.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54896.300781 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -54896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -54908.953125 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -54908.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54915.375000 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -54915.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54918.175781 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -54918.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -54919.050781 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -54919.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54920.226562 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -54920.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -54922.675781 Penalty: 597.950317
	Iteration 23Q: 3 clusters Score -54922.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -54925.449219 Penalty: 597.950317
	Iteration 24Q: 3 clusters Score -54925.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54925.628906 Penalty: 597.950317
	Iteration 25Q: 3 clusters Score -54925.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54925.628906 Penalty: 597.950317
	Iteration 26F: 3 clusters Score -54925.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Entering Unmasked Estep 
Score: -1012810.500000 Penalty: 429.365234
	Iteration 0F: 2 clusters Score -1012810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1004434.500000 Penalty: 858.730469
	Iteration 0F: 3 clusters Score -1004434 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1007841.000000 Penalty: 858.730469
	Iteration 1F: 3 clusters Score -1007841 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1008120.500000 Penalty: 858.730469
	Iteration 2F: 3 clusters Score -1008120 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1008457.062500 Penalty: 858.730469
	Iteration 3F: 3 clusters Score -1008457 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1008939.562500 Penalty: 858.730469
	Iteration 4F: 3 clusters Score -1008940 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1009608.250000 Penalty: 858.730469
	Iteration 5F: 3 clusters Score -1009608 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1010389.937500 Penalty: 858.730469
	Iteration 6F: 3 clusters Score -1010390 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1011154.437500 Penalty: 858.730469
	Iteration 7F: 3 clusters Score -1011154 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1011746.812500 Penalty: 858.730469
	Iteration 8Q: 3 clusters Score -1011747 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1012087.125000 Penalty: 858.730469
	Iteration 9Q: 3 clusters Score -1012087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1012270.875000 Penalty: 858.730469
	Iteration 10Q: 3 clusters Score -1012271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1012356.062500 Penalty: 858.730469
	Iteration 11Q: 3 clusters Score -1012356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1012399.812500 Penalty: 858.730469
	Iteration 12Q: 3 clusters Score -1012400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1012426.437500 Penalty: 858.730469
	Iteration 13Q: 3 clusters Score -1012426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1012432.375000 Penalty: 858.730469
	Iteration 14Q: 3 clusters Score -1012432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1012434.187500 Penalty: 858.730469
	Iteration 15Q: 3 clusters Score -1012434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1012434.187500 Penalty: 858.730469
	Iteration 16F: 3 clusters Score -1012434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Entering Unmasked Estep 
Score: -3423737.500000 Penalty: 487.567657
	Iteration 0F: 2 clusters Score -3423738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3393998.750000 Penalty: 975.135315
	Iteration 0F: 3 clusters Score -3393999 nChanged 21947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3407947.000000 Penalty: 975.135315
	Iteration 1F: 3 clusters Score -3407947 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3408954.250000 Penalty: 975.135315
	Iteration 2F: 3 clusters Score -3408954 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3410149.250000 Penalty: 975.135315
	Iteration 3F: 3 clusters Score -3410149 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3411666.750000 Penalty: 975.135315
	Iteration 4F: 3 clusters Score -3411667 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3413487.750000 Penalty: 975.135315
	Iteration 5F: 3 clusters Score -3413488 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3415011.750000 Penalty: 975.135315
	Iteration 6F: 3 clusters Score -3415012 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3415691.250000 Penalty: 975.135315
	Iteration 7Q: 3 clusters Score -3415691 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3415891.750000 Penalty: 975.135315
	Iteration 8Q: 3 clusters Score -3415892 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3415926.250000 Penalty: 975.135315
	Iteration 9Q: 3 clusters Score -3415926 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3415997.500000 Penalty: 975.135315
	Iteration 10Q: 3 clusters Score -3415998 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3416009.250000 Penalty: 975.135315
	Iteration 11Q: 3 clusters Score -3416009 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3416040.750000 Penalty: 975.135315
	Iteration 12Q: 3 clusters Score -3416041 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3416085.750000 Penalty: 975.135315
	Iteration 13Q: 3 clusters Score -3416086 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3416122.250000 Penalty: 975.135315
	Iteration 14Q: 3 clusters Score -3416122 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3416185.500000 Penalty: 975.135315
	Iteration 15Q: 3 clusters Score -3416186 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3416260.750000 Penalty: 975.135315
	Iteration 16Q: 3 clusters Score -3416261 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3416380.500000 Penalty: 975.135315
	Iteration 17Q: 3 clusters Score -3416380 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3416483.750000 Penalty: 975.135315
	Iteration 18Q: 3 clusters Score -3416484 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3416647.000000 Penalty: 975.135315
	Iteration 19Q: 3 clusters Score -3416647 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3416890.750000 Penalty: 975.135315
	Iteration 20F: 3 clusters Score -3416891 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3417130.500000 Penalty: 975.135315
	Iteration 21Q: 3 clusters Score -3417130 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3417416.250000 Penalty: 975.135315
	Iteration 22Q: 3 clusters Score -3417416 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3417664.000000 Penalty: 975.135315
	Iteration 23Q: 3 clusters Score -3417664 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3417989.500000 Penalty: 975.135315
	Iteration 24Q: 3 clusters Score -3417990 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3418366.500000 Penalty: 975.135315
	Iteration 25Q: 3 clusters Score -3418366 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3418771.750000 Penalty: 975.135315
	Iteration 26Q: 3 clusters Score -3418772 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3419210.000000 Penalty: 975.135315
	Iteration 27Q: 3 clusters Score -3419210 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3419643.500000 Penalty: 975.135315
	Iteration 28Q: 3 clusters Score -3419644 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3420065.500000 Penalty: 975.135315
	Iteration 29Q: 3 clusters Score -3420066 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3420666.500000 Penalty: 975.135315
	Iteration 30Q: 3 clusters Score -3420666 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3421195.000000 Penalty: 975.135315
	Iteration 31Q: 3 clusters Score -3421195 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3421694.000000 Penalty: 975.135315
	Iteration 32Q: 3 clusters Score -3421694 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3422034.750000 Penalty: 975.135315
	Iteration 33Q: 3 clusters Score -3422035 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3422342.000000 Penalty: 975.135315
	Iteration 34Q: 3 clusters Score -3422342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3422572.000000 Penalty: 975.135315
	Iteration 35Q: 3 clusters Score -3422572 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3422782.250000 Penalty: 975.135315
	Iteration 36Q: 3 clusters Score -3422782 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3422937.750000 Penalty: 975.135315
	Iteration 37Q: 3 clusters Score -3422938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3423046.750000 Penalty: 975.135315
	Iteration 38Q: 3 clusters Score -3423047 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3423152.250000 Penalty: 975.135315
	Iteration 39Q: 3 clusters Score -3423152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3423229.000000 Penalty: 975.135315
	Iteration 40F: 3 clusters Score -3423229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3423279.750000 Penalty: 975.135315
	Iteration 41Q: 3 clusters Score -3423280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3423318.750000 Penalty: 975.135315
	Iteration 42Q: 3 clusters Score -3423319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3423331.750000 Penalty: 975.135315
	Iteration 43Q: 3 clusters Score -3423332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3423344.500000 Penalty: 975.135315
	Iteration 44Q: 3 clusters Score -3423344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3423357.500000 Penalty: 975.135315
	Iteration 45Q: 3 clusters Score -3423358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3423365.000000 Penalty: 975.135315
	Iteration 46Q: 3 clusters Score -3423365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3423377.000000 Penalty: 975.135315
	Iteration 47Q: 3 clusters Score -3423377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3423381.500000 Penalty: 975.135315
	Iteration 48Q: 3 clusters Score -3423382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3423380.000000 Penalty: 975.135315
	Iteration 49Q: 3 clusters Score -3423380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3423381.000000 Penalty: 975.135315
	Iteration 50Q: 3 clusters Score -3423381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3423380.500000 Penalty: 975.135315
	Iteration 51Q: 3 clusters Score -3423380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3423381.750000 Penalty: 975.135315
	Iteration 52Q: 3 clusters Score -3423382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3423381.750000 Penalty: 975.135315
	Iteration 53F: 3 clusters Score -3423382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.064453 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.06 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 251 members 
Entering Unmasked Estep 
Score: -26644.490234 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26644.49 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26786.476562 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26786.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26830.294922 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26830.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26859.160156 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26859.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26872.648438 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26872.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26882.361328 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26882.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26896.783203 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26896.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26902.613281 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26902.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26909.792969 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26909.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26915.759766 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26915.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26921.712891 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26921.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26924.935547 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26924.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26924.935547 Penalty: 557.545105
	Iteration 12F: 3 clusters Score -26924.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -488450.531250 Penalty: 397.837952
	Iteration 0F: 2 clusters Score -488450.5 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 3127 members 
Entering Unmasked Estep 
Score: -484177.718750 Penalty: 795.675903
	Iteration 0F: 3 clusters Score -484177.7 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -485789.750000 Penalty: 795.675903
	Iteration 1F: 3 clusters Score -485789.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -485909.218750 Penalty: 795.675903
	Iteration 2F: 3 clusters Score -485909.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -486024.906250 Penalty: 795.675903
	Iteration 3Q: 3 clusters Score -486024.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -486176.343750 Penalty: 795.675903
	Iteration 4Q: 3 clusters Score -486176.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -486399.031250 Penalty: 795.675903
	Iteration 5F: 3 clusters Score -486399 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -486689.343750 Penalty: 795.675903
	Iteration 6F: 3 clusters Score -486689.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -486971.500000 Penalty: 795.675903
	Iteration 7F: 3 clusters Score -486971.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -487146.531250 Penalty: 795.675903
	Iteration 8F: 3 clusters Score -487146.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -487245.281250 Penalty: 795.675903
	Iteration 9Q: 3 clusters Score -487245.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -487315.687500 Penalty: 795.675903
	Iteration 10Q: 3 clusters Score -487315.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -487381.250000 Penalty: 795.675903
	Iteration 11Q: 3 clusters Score -487381.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -487430.281250 Penalty: 795.675903
	Iteration 12Q: 3 clusters Score -487430.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -487474.906250 Penalty: 795.675903
	Iteration 13Q: 3 clusters Score -487474.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -487518.281250 Penalty: 795.675903
	Iteration 14Q: 3 clusters Score -487518.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -487556.406250 Penalty: 795.675903
	Iteration 15Q: 3 clusters Score -487556.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -487586.937500 Penalty: 795.675903
	Iteration 16Q: 3 clusters Score -487586.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -487627.093750 Penalty: 795.675903
	Iteration 17Q: 3 clusters Score -487627.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -487670.125000 Penalty: 795.675903
	Iteration 18Q: 3 clusters Score -487670.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -487712.312500 Penalty: 795.675903
	Iteration 19Q: 3 clusters Score -487712.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -487741.687500 Penalty: 795.675903
	Iteration 20F: 3 clusters Score -487741.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -487761.812500 Penalty: 795.675903
	Iteration 21Q: 3 clusters Score -487761.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -487777.187500 Penalty: 795.675903
	Iteration 22Q: 3 clusters Score -487777.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -487786.406250 Penalty: 795.675903
	Iteration 23Q: 3 clusters Score -487786.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -487792.312500 Penalty: 795.675903
	Iteration 24Q: 3 clusters Score -487792.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -487797.656250 Penalty: 795.675903
	Iteration 25Q: 3 clusters Score -487797.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -487800.968750 Penalty: 795.675903
	Iteration 26Q: 3 clusters Score -487801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -487803.812500 Penalty: 795.675903
	Iteration 27Q: 3 clusters Score -487803.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -487805.437500 Penalty: 795.675903
	Iteration 28Q: 3 clusters Score -487805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -487805.593750 Penalty: 795.675903
	Iteration 29Q: 3 clusters Score -487805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -487807.062500 Penalty: 795.675903
	Iteration 30Q: 3 clusters Score -487807.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -487808.250000 Penalty: 795.675903
	Iteration 31Q: 3 clusters Score -487808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -487808.343750 Penalty: 795.675903
	Iteration 32Q: 3 clusters Score -487808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -487808.468750 Penalty: 795.675903
	Iteration 33Q: 3 clusters Score -487808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -487809.250000 Penalty: 795.675903
	Iteration 34Q: 3 clusters Score -487809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -487809.093750 Penalty: 795.675903
	Iteration 35Q: 3 clusters Score -487809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -487809.312500 Penalty: 795.675903
	Iteration 36Q: 3 clusters Score -487809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -487810.281250 Penalty: 795.675903
	Iteration 37Q: 3 clusters Score -487810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -487810.218750 Penalty: 795.675903
	Iteration 38Q: 3 clusters Score -487810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -487810.656250 Penalty: 795.675903
	Iteration 39Q: 3 clusters Score -487810.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -487811.625000 Penalty: 795.675903
	Iteration 40F: 3 clusters Score -487811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -487811.843750 Penalty: 795.675903
	Iteration 41Q: 3 clusters Score -487811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -487811.781250 Penalty: 795.675903
	Iteration 42Q: 3 clusters Score -487811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -487811.812500 Penalty: 795.675903
	Iteration 43Q: 3 clusters Score -487811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -487811.812500 Penalty: 795.675903
	Iteration 44F: 3 clusters Score -487811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Entering Unmasked Estep 
Score: -1685271.500000 Penalty: 453.062012
	Iteration 0F: 2 clusters Score -1685272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1671325.375000 Penalty: 906.124023
	Iteration 0F: 3 clusters Score -1671325 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1677171.625000 Penalty: 906.124023
	Iteration 1F: 3 clusters Score -1677172 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1677575.250000 Penalty: 906.124023
	Iteration 2Q: 3 clusters Score -1677575 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1678196.750000 Penalty: 906.124023
	Iteration 3F: 3 clusters Score -1678197 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1679172.750000 Penalty: 906.124023
	Iteration 4F: 3 clusters Score -1679173 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1680375.125000 Penalty: 906.124023
	Iteration 5F: 3 clusters Score -1680375 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1681496.000000 Penalty: 906.124023
	Iteration 6F: 3 clusters Score -1681496 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1682251.375000 Penalty: 906.124023
	Iteration 7F: 3 clusters Score -1682251 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1682660.625000 Penalty: 906.124023
	Iteration 8Q: 3 clusters Score -1682661 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1682910.875000 Penalty: 906.124023
	Iteration 9Q: 3 clusters Score -1682911 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1683109.500000 Penalty: 906.124023
	Iteration 10Q: 3 clusters Score -1683110 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1683294.000000 Penalty: 906.124023
	Iteration 11Q: 3 clusters Score -1683294 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1683459.750000 Penalty: 906.124023
	Iteration 12Q: 3 clusters Score -1683460 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1683603.500000 Penalty: 906.124023
	Iteration 13Q: 3 clusters Score -1683604 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1683730.375000 Penalty: 906.124023
	Iteration 14Q: 3 clusters Score -1683730 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1683831.250000 Penalty: 906.124023
	Iteration 15Q: 3 clusters Score -1683831 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1683913.125000 Penalty: 906.124023
	Iteration 16Q: 3 clusters Score -1683913 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1683975.500000 Penalty: 906.124023
	Iteration 17Q: 3 clusters Score -1683976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1684030.375000 Penalty: 906.124023
	Iteration 18Q: 3 clusters Score -1684030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1684074.000000 Penalty: 906.124023
	Iteration 19Q: 3 clusters Score -1684074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1684100.000000 Penalty: 906.124023
	Iteration 20F: 3 clusters Score -1684100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1684151.250000 Penalty: 906.124023
	Iteration 21Q: 3 clusters Score -1684151 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1684195.125000 Penalty: 906.124023
	Iteration 22Q: 3 clusters Score -1684195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1684243.375000 Penalty: 906.124023
	Iteration 23Q: 3 clusters Score -1684243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1684292.750000 Penalty: 906.124023
	Iteration 24Q: 3 clusters Score -1684293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1684329.875000 Penalty: 906.124023
	Iteration 25Q: 3 clusters Score -1684330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1684358.625000 Penalty: 906.124023
	Iteration 26Q: 3 clusters Score -1684359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1684395.125000 Penalty: 906.124023
	Iteration 27Q: 3 clusters Score -1684395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1684422.250000 Penalty: 906.124023
	Iteration 28Q: 3 clusters Score -1684422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1684438.375000 Penalty: 906.124023
	Iteration 29Q: 3 clusters Score -1684438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1684467.250000 Penalty: 906.124023
	Iteration 30Q: 3 clusters Score -1684467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1684486.625000 Penalty: 906.124023
	Iteration 31Q: 3 clusters Score -1684487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1684503.125000 Penalty: 906.124023
	Iteration 32Q: 3 clusters Score -1684503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1684517.875000 Penalty: 906.124023
	Iteration 33Q: 3 clusters Score -1684518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1684527.375000 Penalty: 906.124023
	Iteration 34Q: 3 clusters Score -1684527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1684538.875000 Penalty: 906.124023
	Iteration 35Q: 3 clusters Score -1684539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1684544.500000 Penalty: 906.124023
	Iteration 36Q: 3 clusters Score -1684544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1684549.000000 Penalty: 906.124023
	Iteration 37Q: 3 clusters Score -1684549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1684551.375000 Penalty: 906.124023
	Iteration 38Q: 3 clusters Score -1684551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1684552.125000 Penalty: 906.124023
	Iteration 39Q: 3 clusters Score -1684552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1684551.875000 Penalty: 906.124023
	Iteration 40F: 3 clusters Score -1684552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1684556.000000 Penalty: 906.124023
	Iteration 41Q: 3 clusters Score -1684556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1684559.875000 Penalty: 906.124023
	Iteration 42Q: 3 clusters Score -1684560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1684563.875000 Penalty: 906.124023
	Iteration 43Q: 3 clusters Score -1684564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1684573.000000 Penalty: 906.124023
	Iteration 44Q: 3 clusters Score -1684573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1684573.000000 Penalty: 906.124023
	Iteration 45Q: 3 clusters Score -1684573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1684582.375000 Penalty: 906.124023
	Iteration 46Q: 3 clusters Score -1684582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1684587.500000 Penalty: 906.124023
	Iteration 47Q: 3 clusters Score -1684588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1684595.875000 Penalty: 906.124023
	Iteration 48Q: 3 clusters Score -1684596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1684611.000000 Penalty: 906.124023
	Iteration 49Q: 3 clusters Score -1684611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1684624.500000 Penalty: 906.124023
	Iteration 50Q: 3 clusters Score -1684624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1684640.750000 Penalty: 906.124023
	Iteration 51Q: 3 clusters Score -1684641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1684652.250000 Penalty: 906.124023
	Iteration 52Q: 3 clusters Score -1684652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1684666.750000 Penalty: 906.124023
	Iteration 53Q: 3 clusters Score -1684667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1684685.500000 Penalty: 906.124023
	Iteration 54Q: 3 clusters Score -1684686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1684703.125000 Penalty: 906.124023
	Iteration 55Q: 3 clusters Score -1684703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1684719.875000 Penalty: 906.124023
	Iteration 56Q: 3 clusters Score -1684720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1684735.250000 Penalty: 906.124023
	Iteration 57Q: 3 clusters Score -1684735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1684750.125000 Penalty: 906.124023
	Iteration 58Q: 3 clusters Score -1684750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1684760.125000 Penalty: 906.124023
	Iteration 59Q: 3 clusters Score -1684760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1684766.750000 Penalty: 906.124023
	Iteration 60F: 3 clusters Score -1684767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1684776.375000 Penalty: 906.124023
	Iteration 61Q: 3 clusters Score -1684776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1684790.250000 Penalty: 906.124023
	Iteration 62Q: 3 clusters Score -1684790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1684801.000000 Penalty: 906.124023
	Iteration 63Q: 3 clusters Score -1684801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1684814.500000 Penalty: 906.124023
	Iteration 64Q: 3 clusters Score -1684814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1684824.375000 Penalty: 906.124023
	Iteration 65Q: 3 clusters Score -1684824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1684831.250000 Penalty: 906.124023
	Iteration 66Q: 3 clusters Score -1684831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1684837.875000 Penalty: 906.124023
	Iteration 67Q: 3 clusters Score -1684838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1684849.250000 Penalty: 906.124023
	Iteration 68Q: 3 clusters Score -1684849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1684853.750000 Penalty: 906.124023
	Iteration 69Q: 3 clusters Score -1684854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1684860.375000 Penalty: 906.124023
	Iteration 70Q: 3 clusters Score -1684860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1684865.875000 Penalty: 906.124023
	Iteration 71Q: 3 clusters Score -1684866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1684870.000000 Penalty: 906.124023
	Iteration 72Q: 3 clusters Score -1684870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1684871.250000 Penalty: 906.124023
	Iteration 73Q: 3 clusters Score -1684871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1684871.250000 Penalty: 906.124023
	Iteration 74Q: 3 clusters Score -1684871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1684870.000000 Penalty: 906.124023
	Iteration 75Q: 3 clusters Score -1684870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1684872.000000 Penalty: 906.124023
	Iteration 76Q: 3 clusters Score -1684872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1684875.625000 Penalty: 906.124023
	Iteration 77Q: 3 clusters Score -1684876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1684877.500000 Penalty: 906.124023
	Iteration 78Q: 3 clusters Score -1684878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1684878.875000 Penalty: 906.124023
	Iteration 79Q: 3 clusters Score -1684879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1684877.750000 Penalty: 906.124023
	Iteration 80F: 3 clusters Score -1684878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1684878.875000 Penalty: 906.124023
	Iteration 81Q: 3 clusters Score -1684879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1684880.625000 Penalty: 906.124023
	Iteration 82Q: 3 clusters Score -1684881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1684880.250000 Penalty: 906.124023
	Iteration 83Q: 3 clusters Score -1684880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1684880.375000 Penalty: 906.124023
	Iteration 84Q: 3 clusters Score -1684880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1684880.750000 Penalty: 906.124023
	Iteration 85Q: 3 clusters Score -1684881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1684882.875000 Penalty: 906.124023
	Iteration 86Q: 3 clusters Score -1684883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1684882.750000 Penalty: 906.124023
	Iteration 87Q: 3 clusters Score -1684883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1684882.500000 Penalty: 906.124023
	Iteration 88Q: 3 clusters Score -1684882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1684884.500000 Penalty: 906.124023
	Iteration 89Q: 3 clusters Score -1684884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1684883.500000 Penalty: 906.124023
	Iteration 90Q: 3 clusters Score -1684884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1684885.750000 Penalty: 906.124023
	Iteration 91Q: 3 clusters Score -1684886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1684888.375000 Penalty: 906.124023
	Iteration 92Q: 3 clusters Score -1684888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1684889.125000 Penalty: 906.124023
	Iteration 93Q: 3 clusters Score -1684889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1684890.125000 Penalty: 906.124023
	Iteration 94Q: 3 clusters Score -1684890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1684894.000000 Penalty: 906.124023
	Iteration 95Q: 3 clusters Score -1684894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1684893.250000 Penalty: 906.124023
	Iteration 96Q: 3 clusters Score -1684893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1684894.125000 Penalty: 906.124023
	Iteration 97Q: 3 clusters Score -1684894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1684894.625000 Penalty: 906.124023
	Iteration 98Q: 3 clusters Score -1684895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1684898.000000 Penalty: 906.124023
	Iteration 99Q: 3 clusters Score -1684898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1684903.625000 Penalty: 906.124023
	Iteration 100F: 3 clusters Score -1684904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1684908.875000 Penalty: 906.124023
	Iteration 101Q: 3 clusters Score -1684909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1684912.750000 Penalty: 906.124023
	Iteration 102Q: 3 clusters Score -1684913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1684916.000000 Penalty: 906.124023
	Iteration 103Q: 3 clusters Score -1684916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1684920.125000 Penalty: 906.124023
	Iteration 104Q: 3 clusters Score -1684920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1684917.375000 Penalty: 906.124023
	Iteration 105Q: 3 clusters Score -1684917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1684919.000000 Penalty: 906.124023
	Iteration 106Q: 3 clusters Score -1684919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1684919.000000 Penalty: 906.124023
	Iteration 107Q: 3 clusters Score -1684919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1684918.500000 Penalty: 906.124023
	Iteration 108Q: 3 clusters Score -1684918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1684920.875000 Penalty: 906.124023
	Iteration 109Q: 3 clusters Score -1684921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1684920.875000 Penalty: 906.124023
	Iteration 110Q: 3 clusters Score -1684921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1684922.500000 Penalty: 906.124023
	Iteration 111Q: 3 clusters Score -1684922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1684925.125000 Penalty: 906.124023
	Iteration 112Q: 3 clusters Score -1684925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1684928.250000 Penalty: 906.124023
	Iteration 113Q: 3 clusters Score -1684928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1684928.125000 Penalty: 906.124023
	Iteration 114Q: 3 clusters Score -1684928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1684929.750000 Penalty: 906.124023
	Iteration 115Q: 3 clusters Score -1684930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1684930.625000 Penalty: 906.124023
	Iteration 116Q: 3 clusters Score -1684931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1684931.750000 Penalty: 906.124023
	Iteration 117Q: 3 clusters Score -1684932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1684934.750000 Penalty: 906.124023
	Iteration 118Q: 3 clusters Score -1684935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1684933.500000 Penalty: 906.124023
	Iteration 119Q: 3 clusters Score -1684934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1684936.500000 Penalty: 906.124023
	Iteration 120F: 3 clusters Score -1684936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1684937.250000 Penalty: 906.124023
	Iteration 121Q: 3 clusters Score -1684937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1684937.125000 Penalty: 906.124023
	Iteration 122Q: 3 clusters Score -1684937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1684938.125000 Penalty: 906.124023
	Iteration 123Q: 3 clusters Score -1684938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1684939.250000 Penalty: 906.124023
	Iteration 124Q: 3 clusters Score -1684939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1684938.875000 Penalty: 906.124023
	Iteration 125Q: 3 clusters Score -1684939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1684939.000000 Penalty: 906.124023
	Iteration 126Q: 3 clusters Score -1684939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1684938.750000 Penalty: 906.124023
	Iteration 127Q: 3 clusters Score -1684939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1684940.125000 Penalty: 906.124023
	Iteration 128Q: 3 clusters Score -1684940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1684943.625000 Penalty: 906.124023
	Iteration 129Q: 3 clusters Score -1684944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1684943.625000 Penalty: 906.124023
	Iteration 130Q: 3 clusters Score -1684944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1684943.000000 Penalty: 906.124023
	Iteration 131Q: 3 clusters Score -1684943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1684943.000000 Penalty: 906.124023
	Iteration 132F: 3 clusters Score -1684943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 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 64 members 
Entering Unmasked Estep 
Score: -8412.164062 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8412.164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8453.497070 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8453.497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8508.930664 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8508.931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8510.043945 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8510.044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8511.970703 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8511.971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8513.728516 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8513.729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8517.095703 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -8517.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8517.095703 Penalty: 440.821045
	Iteration 7F: 3 clusters Score -8517.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -148376.843750 Penalty: 347.141785
	Iteration 0F: 2 clusters Score -148376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -146880.703125 Penalty: 694.283569
	Iteration 0F: 3 clusters Score -146880.7 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147400.468750 Penalty: 694.283569
	Iteration 1F: 3 clusters Score -147400.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -147504.656250 Penalty: 694.283569
	Iteration 2F: 3 clusters Score -147504.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -147620.281250 Penalty: 694.283569
	Iteration 3F: 3 clusters Score -147620.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -147742.234375 Penalty: 694.283569
	Iteration 4F: 3 clusters Score -147742.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -147869.625000 Penalty: 694.283569
	Iteration 5F: 3 clusters Score -147869.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -147966.703125 Penalty: 694.283569
	Iteration 6F: 3 clusters Score -147966.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -148021.265625 Penalty: 694.283569
	Iteration 7Q: 3 clusters Score -148021.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -148061.515625 Penalty: 694.283569
	Iteration 8Q: 3 clusters Score -148061.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -148087.328125 Penalty: 694.283569
	Iteration 9Q: 3 clusters Score -148087.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -148101.796875 Penalty: 694.283569
	Iteration 10Q: 3 clusters Score -148101.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -148107.265625 Penalty: 694.283569
	Iteration 11Q: 3 clusters Score -148107.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -148111.390625 Penalty: 694.283569
	Iteration 12Q: 3 clusters Score -148111.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -148116.296875 Penalty: 694.283569
	Iteration 13Q: 3 clusters Score -148116.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -148120.625000 Penalty: 694.283569
	Iteration 14Q: 3 clusters Score -148120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -148124.203125 Penalty: 694.283569
	Iteration 15Q: 3 clusters Score -148124.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -148126.828125 Penalty: 694.283569
	Iteration 16Q: 3 clusters Score -148126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -148127.906250 Penalty: 694.283569
	Iteration 17Q: 3 clusters Score -148127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -148129.062500 Penalty: 694.283569
	Iteration 18Q: 3 clusters Score -148129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -148130.203125 Penalty: 694.283569
	Iteration 19Q: 3 clusters Score -148130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -148130.562500 Penalty: 694.283569
	Iteration 20F: 3 clusters Score -148130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -148130.921875 Penalty: 694.283569
	Iteration 21Q: 3 clusters Score -148130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -148131.078125 Penalty: 694.283569
	Iteration 22Q: 3 clusters Score -148131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -148131.640625 Penalty: 694.283569
	Iteration 23Q: 3 clusters Score -148131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -148132.484375 Penalty: 694.283569
	Iteration 24Q: 3 clusters Score -148132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -148132.750000 Penalty: 694.283569
	Iteration 25Q: 3 clusters Score -148132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -148133.031250 Penalty: 694.283569
	Iteration 26Q: 3 clusters Score -148133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -148133.156250 Penalty: 694.283569
	Iteration 27Q: 3 clusters Score -148133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -148133.265625 Penalty: 694.283569
	Iteration 28Q: 3 clusters Score -148133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -148133.265625 Penalty: 694.283569
	Iteration 29F: 3 clusters Score -148133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Entering Unmasked Estep 
Score: -1658328.000000 Penalty: 452.718018
	Iteration 0F: 2 clusters Score -1658328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1644298.500000 Penalty: 905.436035
	Iteration 0F: 3 clusters Score -1644298 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1650018.750000 Penalty: 905.436035
	Iteration 1F: 3 clusters Score -1650019 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1650298.250000 Penalty: 905.436035
	Iteration 2Q: 3 clusters Score -1650298 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1650732.500000 Penalty: 905.436035
	Iteration 3Q: 3 clusters Score -1650732 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1651437.375000 Penalty: 905.436035
	Iteration 4F: 3 clusters Score -1651437 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1652660.000000 Penalty: 905.436035
	Iteration 5F: 3 clusters Score -1652660 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -1654335.625000 Penalty: 905.436035
	Iteration 6F: 3 clusters Score -1654336 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1656057.875000 Penalty: 905.436035
	Iteration 7F: 3 clusters Score -1656058 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1657210.500000 Penalty: 905.436035
	Iteration 8F: 3 clusters Score -1657210 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -1657683.875000 Penalty: 905.436035
	Iteration 9Q: 3 clusters Score -1657684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1657862.125000 Penalty: 905.436035
	Iteration 10Q: 3 clusters Score -1657862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1657924.375000 Penalty: 905.436035
	Iteration 11Q: 3 clusters Score -1657924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1657932.125000 Penalty: 905.436035
	Iteration 12Q: 3 clusters Score -1657932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1657936.750000 Penalty: 905.436035
	Iteration 13Q: 3 clusters Score -1657937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1657936.750000 Penalty: 905.436035
	Iteration 14F: 3 clusters Score -1657937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12834.898438 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -12834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12593.932617 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -12593.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12672.709961 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -12672.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12679.853516 Penalty: 483.052338
	Iteration 2Q: 3 clusters Score -12679.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12685.705078 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -12685.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12697.656250 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -12697.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12698.636719 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -12698.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12698.636719 Penalty: 483.052338
	Iteration 6F: 3 clusters Score -12698.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8500.558594 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8500.559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8527.979492 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8527.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8533.675781 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8533.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8539.634766 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8539.635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8544.346680 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8544.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8544.346680 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -8544.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12740.455078 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12740.46 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12999.826172 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12999.83 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13093.719727 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13093.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -13123.626953 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -13123.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13132.565430 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13132.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13148.896484 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13160.749023 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13160.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13166.158203 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13166.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13168.279297 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13168.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13180.137695 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13180.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13199.644531 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13199.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13210.790039 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13210.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13217.861328 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13217.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13219.931641 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13219.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13220.551758 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -13220.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13220.551758 Penalty: 562.569763
	Iteration 15F: 3 clusters Score -13220.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 261 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 223 members 
Entering Unmasked Estep 
Score: -42183428.000000 Penalty: 48154.914062
Splitting cluster 27 changes total score from -42183812.000000 to -42183428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -22117.681641 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -22117.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21755.011719 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21755.01 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -21842.158203 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21842.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21856.064453 Penalty: 529.085876
	Iteration 2Q: 3 clusters Score -21856.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21866.300781 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21867.882812 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21867.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21868.255859 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21868.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21869.205078 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21869.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21869.714844 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21869.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21872.656250 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21872.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21873.458984 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21873.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21874.462891 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21874.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21874.851562 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21874.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21874.982422 Penalty: 529.085876
	Iteration 12Q: 3 clusters Score -21874.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21874.982422 Penalty: 529.085876
	Iteration 13F: 3 clusters Score -21874.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Entering Unmasked Estep 
Score: -1546462.500000 Penalty: 448.150146
	Iteration 0F: 2 clusters Score -1546462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1533722.250000 Penalty: 896.300293
	Iteration 0F: 3 clusters Score -1533722 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1539000.625000 Penalty: 896.300293
	Iteration 1F: 3 clusters Score -1539001 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1539285.375000 Penalty: 896.300293
	Iteration 2Q: 3 clusters Score -1539285 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1539694.375000 Penalty: 896.300293
	Iteration 3Q: 3 clusters Score -1539694 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1540332.500000 Penalty: 896.300293
	Iteration 4F: 3 clusters Score -1540332 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1541307.125000 Penalty: 896.300293
	Iteration 5F: 3 clusters Score -1541307 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1542538.375000 Penalty: 896.300293
	Iteration 6F: 3 clusters Score -1542538 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1543686.875000 Penalty: 896.300293
	Iteration 7F: 3 clusters Score -1543687 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1544444.125000 Penalty: 896.300293
	Iteration 8Q: 3 clusters Score -1544444 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1544830.750000 Penalty: 896.300293
	Iteration 9Q: 3 clusters Score -1544831 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1545031.875000 Penalty: 896.300293
	Iteration 10Q: 3 clusters Score -1545032 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1545139.875000 Penalty: 896.300293
	Iteration 11Q: 3 clusters Score -1545140 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1545245.625000 Penalty: 896.300293
	Iteration 12Q: 3 clusters Score -1545246 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1545319.000000 Penalty: 896.300293
	Iteration 13Q: 3 clusters Score -1545319 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1545369.875000 Penalty: 896.300293
	Iteration 14Q: 3 clusters Score -1545370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1545386.250000 Penalty: 896.300293
	Iteration 15Q: 3 clusters Score -1545386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1545423.375000 Penalty: 896.300293
	Iteration 16Q: 3 clusters Score -1545423 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1545449.125000 Penalty: 896.300293
	Iteration 17Q: 3 clusters Score -1545449 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1545492.500000 Penalty: 896.300293
	Iteration 18Q: 3 clusters Score -1545492 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1545497.875000 Penalty: 896.300293
	Iteration 19Q: 3 clusters Score -1545498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1545500.375000 Penalty: 896.300293
	Iteration 20F: 3 clusters Score -1545500 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1545550.000000 Penalty: 896.300293
	Iteration 21Q: 3 clusters Score -1545550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1545558.750000 Penalty: 896.300293
	Iteration 22Q: 3 clusters Score -1545559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1545565.625000 Penalty: 896.300293
	Iteration 23Q: 3 clusters Score -1545566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1545559.375000 Penalty: 896.300293
	Iteration 24Q: 3 clusters Score -1545559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1545555.250000 Penalty: 896.300293
	Iteration 25Q: 3 clusters Score -1545555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1545542.000000 Penalty: 896.300293
	Iteration 26Q: 3 clusters Score -1545542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1545543.000000 Penalty: 896.300293
	Iteration 27Q: 3 clusters Score -1545543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1545529.000000 Penalty: 896.300293
	Iteration 28Q: 3 clusters Score -1545529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1545541.625000 Penalty: 896.300293
	Iteration 29Q: 3 clusters Score -1545542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1545537.625000 Penalty: 896.300293
	Iteration 30Q: 3 clusters Score -1545538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1545530.750000 Penalty: 896.300293
	Iteration 31Q: 3 clusters Score -1545531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1545542.500000 Penalty: 896.300293
	Iteration 32Q: 3 clusters Score -1545542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1545531.000000 Penalty: 896.300293
	Iteration 33Q: 3 clusters Score -1545531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1545532.000000 Penalty: 896.300293
	Iteration 34Q: 3 clusters Score -1545532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1545522.250000 Penalty: 896.300293
	Iteration 35Q: 3 clusters Score -1545522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1545522.000000 Penalty: 896.300293
	Iteration 36Q: 3 clusters Score -1545522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1545515.375000 Penalty: 896.300293
	Iteration 37Q: 3 clusters Score -1545515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1545500.875000 Penalty: 896.300293
	Iteration 38Q: 3 clusters Score -1545501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1545488.000000 Penalty: 896.300293
	Iteration 39Q: 3 clusters Score -1545488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1545454.250000 Penalty: 896.300293
	Iteration 40F: 3 clusters Score -1545454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1545461.500000 Penalty: 896.300293
	Iteration 41Q: 3 clusters Score -1545462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1545474.500000 Penalty: 896.300293
	Iteration 42Q: 3 clusters Score -1545474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1545479.000000 Penalty: 896.300293
	Iteration 43Q: 3 clusters Score -1545479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1545463.500000 Penalty: 896.300293
	Iteration 44Q: 3 clusters Score -1545464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1545480.375000 Penalty: 896.300293
	Iteration 45Q: 3 clusters Score -1545480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1545469.500000 Penalty: 896.300293
	Iteration 46Q: 3 clusters Score -1545470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1545487.500000 Penalty: 896.300293
	Iteration 47Q: 3 clusters Score -1545488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1545511.125000 Penalty: 896.300293
	Iteration 48Q: 3 clusters Score -1545511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1545511.250000 Penalty: 896.300293
	Iteration 49Q: 3 clusters Score -1545511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1545521.125000 Penalty: 896.300293
	Iteration 50Q: 3 clusters Score -1545521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1545518.750000 Penalty: 896.300293
	Iteration 51Q: 3 clusters Score -1545519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1545522.125000 Penalty: 896.300293
	Iteration 52Q: 3 clusters Score -1545522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1545522.250000 Penalty: 896.300293
	Iteration 53Q: 3 clusters Score -1545522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1545532.250000 Penalty: 896.300293
	Iteration 54Q: 3 clusters Score -1545532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1545540.250000 Penalty: 896.300293
	Iteration 55Q: 3 clusters Score -1545540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1545542.750000 Penalty: 896.300293
	Iteration 56Q: 3 clusters Score -1545543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1545542.375000 Penalty: 896.300293
	Iteration 57Q: 3 clusters Score -1545542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1545542.125000 Penalty: 896.300293
	Iteration 58Q: 3 clusters Score -1545542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1545546.875000 Penalty: 896.300293
	Iteration 59Q: 3 clusters Score -1545547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1545541.375000 Penalty: 896.300293
	Iteration 60F: 3 clusters Score -1545541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1545532.500000 Penalty: 896.300293
	Iteration 61Q: 3 clusters Score -1545532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1545535.250000 Penalty: 896.300293
	Iteration 62Q: 3 clusters Score -1545535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1545532.000000 Penalty: 896.300293
	Iteration 63Q: 3 clusters Score -1545532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1545540.000000 Penalty: 896.300293
	Iteration 64Q: 3 clusters Score -1545540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1545540.500000 Penalty: 896.300293
	Iteration 65Q: 3 clusters Score -1545540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1545535.625000 Penalty: 896.300293
	Iteration 66Q: 3 clusters Score -1545536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1545545.875000 Penalty: 896.300293
	Iteration 67Q: 3 clusters Score -1545546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1545542.375000 Penalty: 896.300293
	Iteration 68Q: 3 clusters Score -1545542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1545529.250000 Penalty: 896.300293
	Iteration 69Q: 3 clusters Score -1545529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1545538.500000 Penalty: 896.300293
	Iteration 70Q: 3 clusters Score -1545538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1545534.250000 Penalty: 896.300293
	Iteration 71Q: 3 clusters Score -1545534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1545539.875000 Penalty: 896.300293
	Iteration 72Q: 3 clusters Score -1545540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1545540.250000 Penalty: 896.300293
	Iteration 73Q: 3 clusters Score -1545540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1545545.500000 Penalty: 896.300293
	Iteration 74Q: 3 clusters Score -1545546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1545549.250000 Penalty: 896.300293
	Iteration 75Q: 3 clusters Score -1545549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1545543.375000 Penalty: 896.300293
	Iteration 76Q: 3 clusters Score -1545543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1545554.000000 Penalty: 896.300293
	Iteration 77Q: 3 clusters Score -1545554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1545556.500000 Penalty: 896.300293
	Iteration 78Q: 3 clusters Score -1545556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1545553.500000 Penalty: 896.300293
	Iteration 79Q: 3 clusters Score -1545554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1545549.000000 Penalty: 896.300293
	Iteration 80F: 3 clusters Score -1545549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1545542.625000 Penalty: 896.300293
	Iteration 81Q: 3 clusters Score -1545543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1545543.875000 Penalty: 896.300293
	Iteration 82Q: 3 clusters Score -1545544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1545554.375000 Penalty: 896.300293
	Iteration 83Q: 3 clusters Score -1545554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1545547.125000 Penalty: 896.300293
	Iteration 84Q: 3 clusters Score -1545547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1545544.750000 Penalty: 896.300293
	Iteration 85Q: 3 clusters Score -1545545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1545547.875000 Penalty: 896.300293
	Iteration 86Q: 3 clusters Score -1545548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1545547.875000 Penalty: 896.300293
	Iteration 87F: 3 clusters Score -1545548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -38989.746094 Penalty: 284.636627
	Iteration 0F: 2 clusters Score -38989.75 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 247 members 
Entering Unmasked Estep 
Score: -38512.820312 Penalty: 569.273254
	Iteration 0F: 3 clusters Score -38512.82 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38628.421875 Penalty: 569.273254
	Iteration 1F: 3 clusters Score -38628.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38649.121094 Penalty: 569.273254
	Iteration 2F: 3 clusters Score -38649.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38666.660156 Penalty: 569.273254
	Iteration 3Q: 3 clusters Score -38666.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38683.027344 Penalty: 569.273254
	Iteration 4Q: 3 clusters Score -38683.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38708.691406 Penalty: 569.273254
	Iteration 5Q: 3 clusters Score -38708.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38724.183594 Penalty: 569.273254
	Iteration 6Q: 3 clusters Score -38724.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38746.820312 Penalty: 569.273254
	Iteration 7Q: 3 clusters Score -38746.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -38769.367188 Penalty: 569.273254
	Iteration 8Q: 3 clusters Score -38769.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38788.343750 Penalty: 569.273254
	Iteration 9Q: 3 clusters Score -38788.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38804.222656 Penalty: 569.273254
	Iteration 10Q: 3 clusters Score -38804.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -38819.605469 Penalty: 569.273254
	Iteration 11Q: 3 clusters Score -38819.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38829.605469 Penalty: 569.273254
	Iteration 12Q: 3 clusters Score -38829.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38836.195312 Penalty: 569.273254
	Iteration 13Q: 3 clusters Score -38836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38844.125000 Penalty: 569.273254
	Iteration 14Q: 3 clusters Score -38844.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38848.523438 Penalty: 569.273254
	Iteration 15Q: 3 clusters Score -38848.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -38851.519531 Penalty: 569.273254
	Iteration 16Q: 3 clusters Score -38851.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38856.125000 Penalty: 569.273254
	Iteration 17Q: 3 clusters Score -38856.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -38861.894531 Penalty: 569.273254
	Iteration 18Q: 3 clusters Score -38861.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38866.503906 Penalty: 569.273254
	Iteration 19Q: 3 clusters Score -38866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -38870.082031 Penalty: 569.273254
	Iteration 20F: 3 clusters Score -38870.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -38872.531250 Penalty: 569.273254
	Iteration 21Q: 3 clusters Score -38872.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -38875.078125 Penalty: 569.273254
	Iteration 22Q: 3 clusters Score -38875.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38876.585938 Penalty: 569.273254
	Iteration 23Q: 3 clusters Score -38876.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38876.585938 Penalty: 569.273254
	Iteration 24F: 3 clusters Score -38876.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Entering Unmasked Estep 
Score: -1449806.000000 Penalty: 445.065491
	Iteration 0F: 2 clusters Score -1449806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1438041.500000 Penalty: 890.130981
	Iteration 0F: 3 clusters Score -1438042 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1442928.500000 Penalty: 890.130981
	Iteration 1F: 3 clusters Score -1442928 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1443301.625000 Penalty: 890.130981
	Iteration 2F: 3 clusters Score -1443302 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1443801.875000 Penalty: 890.130981
	Iteration 3F: 3 clusters Score -1443802 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1444402.750000 Penalty: 890.130981
	Iteration 4F: 3 clusters Score -1444403 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1445109.625000 Penalty: 890.130981
	Iteration 5F: 3 clusters Score -1445110 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1445841.875000 Penalty: 890.130981
	Iteration 6F: 3 clusters Score -1445842 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1446606.375000 Penalty: 890.130981
	Iteration 7F: 3 clusters Score -1446606 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1447342.375000 Penalty: 890.130981
	Iteration 8F: 3 clusters Score -1447342 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1448104.875000 Penalty: 890.130981
	Iteration 9Q: 3 clusters Score -1448105 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -1448729.875000 Penalty: 890.130981
	Iteration 10Q: 3 clusters Score -1448730 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1449164.625000 Penalty: 890.130981
	Iteration 11Q: 3 clusters Score -1449165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1449337.125000 Penalty: 890.130981
	Iteration 12Q: 3 clusters Score -1449337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1449367.000000 Penalty: 890.130981
	Iteration 13Q: 3 clusters Score -1449367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1449384.500000 Penalty: 890.130981
	Iteration 14Q: 3 clusters Score -1449384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1449391.125000 Penalty: 890.130981
	Iteration 15Q: 3 clusters Score -1449391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1449396.750000 Penalty: 890.130981
	Iteration 16Q: 3 clusters Score -1449397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1449397.250000 Penalty: 890.130981
	Iteration 17Q: 3 clusters Score -1449397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1449397.250000 Penalty: 890.130981
	Iteration 18F: 3 clusters Score -1449397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Entering Unmasked Estep 
Score: -1780807.750000 Penalty: 458.337738
	Iteration 0F: 2 clusters Score -1780808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1765038.500000 Penalty: 916.675476
	Iteration 0F: 3 clusters Score -1765038 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1772656.000000 Penalty: 916.675476
	Iteration 1F: 3 clusters Score -1772656 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1773465.000000 Penalty: 916.675476
	Iteration 2F: 3 clusters Score -1773465 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1774478.750000 Penalty: 916.675476
	Iteration 3F: 3 clusters Score -1774479 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1775648.000000 Penalty: 916.675476
	Iteration 4F: 3 clusters Score -1775648 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1777082.000000 Penalty: 916.675476
	Iteration 5F: 3 clusters Score -1777082 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1778375.000000 Penalty: 916.675476
	Iteration 6Q: 3 clusters Score -1778375 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1779187.250000 Penalty: 916.675476
	Iteration 7Q: 3 clusters Score -1779187 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1779661.000000 Penalty: 916.675476
	Iteration 8Q: 3 clusters Score -1779661 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -1779911.000000 Penalty: 916.675476
	Iteration 9Q: 3 clusters Score -1779911 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1780064.250000 Penalty: 916.675476
	Iteration 10Q: 3 clusters Score -1780064 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -1780166.000000 Penalty: 916.675476
	Iteration 11Q: 3 clusters Score -1780166 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1780243.000000 Penalty: 916.675476
	Iteration 12Q: 3 clusters Score -1780243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -1780309.125000 Penalty: 916.675476
	Iteration 13Q: 3 clusters Score -1780309 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -1780377.125000 Penalty: 916.675476
	Iteration 14Q: 3 clusters Score -1780377 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -1780435.625000 Penalty: 916.675476
	Iteration 15Q: 3 clusters Score -1780436 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -1780487.375000 Penalty: 916.675476
	Iteration 16Q: 3 clusters Score -1780487 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1780546.625000 Penalty: 916.675476
	Iteration 17Q: 3 clusters Score -1780547 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1780596.375000 Penalty: 916.675476
	Iteration 18Q: 3 clusters Score -1780596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -1780622.125000 Penalty: 916.675476
	Iteration 19Q: 3 clusters Score -1780622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1780647.125000 Penalty: 916.675476
	Iteration 20F: 3 clusters Score -1780647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1780662.250000 Penalty: 916.675476
	Iteration 21Q: 3 clusters Score -1780662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -1780672.875000 Penalty: 916.675476
	Iteration 22Q: 3 clusters Score -1780673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -1780687.750000 Penalty: 916.675476
	Iteration 23Q: 3 clusters Score -1780688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -1780699.000000 Penalty: 916.675476
	Iteration 24Q: 3 clusters Score -1780699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -1780712.875000 Penalty: 916.675476
	Iteration 25Q: 3 clusters Score -1780713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -1780719.875000 Penalty: 916.675476
	Iteration 26Q: 3 clusters Score -1780720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -1780729.750000 Penalty: 916.675476
	Iteration 27Q: 3 clusters Score -1780730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -1780733.375000 Penalty: 916.675476
	Iteration 28Q: 3 clusters Score -1780733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -1780739.625000 Penalty: 916.675476
	Iteration 29Q: 3 clusters Score -1780740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -1780748.000000 Penalty: 916.675476
	Iteration 30Q: 3 clusters Score -1780748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -1780749.500000 Penalty: 916.675476
	Iteration 31Q: 3 clusters Score -1780750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1780750.625000 Penalty: 916.675476
	Iteration 32Q: 3 clusters Score -1780751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -1780754.625000 Penalty: 916.675476
	Iteration 33Q: 3 clusters Score -1780755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1780758.125000 Penalty: 916.675476
	Iteration 34Q: 3 clusters Score -1780758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -1780759.875000 Penalty: 916.675476
	Iteration 35Q: 3 clusters Score -1780760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1780761.250000 Penalty: 916.675476
	Iteration 36Q: 3 clusters Score -1780761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1780761.625000 Penalty: 916.675476
	Iteration 37Q: 3 clusters Score -1780762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1780762.625000 Penalty: 916.675476
	Iteration 38Q: 3 clusters Score -1780763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1780760.750000 Penalty: 916.675476
	Iteration 39Q: 3 clusters Score -1780761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1780760.750000 Penalty: 916.675476
	Iteration 40F: 3 clusters Score -1780761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1780763.125000 Penalty: 916.675476
	Iteration 41Q: 3 clusters Score -1780763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1780763.500000 Penalty: 916.675476
	Iteration 42Q: 3 clusters Score -1780764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1780763.500000 Penalty: 916.675476
	Iteration 43F: 3 clusters Score -1780764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Entering Unmasked Estep 
Score: -1481554.750000 Penalty: 446.432373
	Iteration 0F: 2 clusters Score -1481555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1469320.000000 Penalty: 892.864746
	Iteration 0F: 3 clusters Score -1469320 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1474697.750000 Penalty: 892.864746
	Iteration 1F: 3 clusters Score -1474698 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1475481.375000 Penalty: 892.864746
	Iteration 2F: 3 clusters Score -1475481 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1476685.750000 Penalty: 892.864746
	Iteration 3F: 3 clusters Score -1476686 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1478285.125000 Penalty: 892.864746
	Iteration 4F: 3 clusters Score -1478285 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1479749.500000 Penalty: 892.864746
	Iteration 5F: 3 clusters Score -1479750 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1480680.875000 Penalty: 892.864746
	Iteration 6F: 3 clusters Score -1480681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1481020.000000 Penalty: 892.864746
	Iteration 7Q: 3 clusters Score -1481020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1481115.500000 Penalty: 892.864746
	Iteration 8Q: 3 clusters Score -1481116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1481156.625000 Penalty: 892.864746
	Iteration 9Q: 3 clusters Score -1481157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1481165.625000 Penalty: 892.864746
	Iteration 10Q: 3 clusters Score -1481166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1481165.625000 Penalty: 892.864746
	Iteration 11F: 3 clusters Score -1481166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 159 members 
Entering Unmasked Estep 
Score: -13486.337891 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13486.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13570.092773 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13570.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13587.491211 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13587.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13605.762695 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13605.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13614.353516 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13614.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13619.500000 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13619.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13625.061523 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13625.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13628.121094 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13628.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13628.121094 Penalty: 515.012878
	Iteration 8F: 3 clusters Score -13628.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Entering Unmasked Estep 
Score: -918842.250000 Penalty: 424.478119
	Iteration 0F: 2 clusters Score -918842.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -911389.812500 Penalty: 848.956238
	Iteration 0F: 3 clusters Score -911389.8 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -914349.125000 Penalty: 848.956238
	Iteration 1F: 3 clusters Score -914349.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -914501.937500 Penalty: 848.956238
	Iteration 2Q: 3 clusters Score -914501.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -914666.062500 Penalty: 848.956238
	Iteration 3Q: 3 clusters Score -914666.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -914885.625000 Penalty: 848.956238
	Iteration 4Q: 3 clusters Score -914885.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -915191.125000 Penalty: 848.956238
	Iteration 5F: 3 clusters Score -915191.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -915600.687500 Penalty: 848.956238
	Iteration 6F: 3 clusters Score -915600.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -916126.750000 Penalty: 848.956238
	Iteration 7F: 3 clusters Score -916126.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -916606.562500 Penalty: 848.956238
	Iteration 8F: 3 clusters Score -916606.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -916902.375000 Penalty: 848.956238
	Iteration 9Q: 3 clusters Score -916902.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -917046.687500 Penalty: 848.956238
	Iteration 10Q: 3 clusters Score -917046.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -917139.750000 Penalty: 848.956238
	Iteration 11Q: 3 clusters Score -917139.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -917228.187500 Penalty: 848.956238
	Iteration 12Q: 3 clusters Score -917228.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -917302.937500 Penalty: 848.956238
	Iteration 13Q: 3 clusters Score -917302.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -917363.437500 Penalty: 848.956238
	Iteration 14Q: 3 clusters Score -917363.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -917411.437500 Penalty: 848.956238
	Iteration 15Q: 3 clusters Score -917411.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -917450.125000 Penalty: 848.956238
	Iteration 16Q: 3 clusters Score -917450.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -917489.250000 Penalty: 848.956238
	Iteration 17Q: 3 clusters Score -917489.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -917513.687500 Penalty: 848.956238
	Iteration 18Q: 3 clusters Score -917513.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -917538.312500 Penalty: 848.956238
	Iteration 19Q: 3 clusters Score -917538.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -917561.000000 Penalty: 848.956238
	Iteration 20F: 3 clusters Score -917561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -917580.375000 Penalty: 848.956238
	Iteration 21Q: 3 clusters Score -917580.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -917607.250000 Penalty: 848.956238
	Iteration 22Q: 3 clusters Score -917607.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -917630.375000 Penalty: 848.956238
	Iteration 23Q: 3 clusters Score -917630.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -917650.812500 Penalty: 848.956238
	Iteration 24Q: 3 clusters Score -917650.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -917662.750000 Penalty: 848.956238
	Iteration 25Q: 3 clusters Score -917662.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -917679.250000 Penalty: 848.956238
	Iteration 26Q: 3 clusters Score -917679.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -917697.125000 Penalty: 848.956238
	Iteration 27Q: 3 clusters Score -917697.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -917714.500000 Penalty: 848.956238
	Iteration 28Q: 3 clusters Score -917714.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -917732.812500 Penalty: 848.956238
	Iteration 29Q: 3 clusters Score -917732.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -917754.625000 Penalty: 848.956238
	Iteration 30Q: 3 clusters Score -917754.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -917780.625000 Penalty: 848.956238
	Iteration 31Q: 3 clusters Score -917780.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -917806.375000 Penalty: 848.956238
	Iteration 32Q: 3 clusters Score -917806.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -917833.625000 Penalty: 848.956238
	Iteration 33Q: 3 clusters Score -917833.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -917863.937500 Penalty: 848.956238
	Iteration 34Q: 3 clusters Score -917863.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -917892.062500 Penalty: 848.956238
	Iteration 35Q: 3 clusters Score -917892.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -917917.375000 Penalty: 848.956238
	Iteration 36Q: 3 clusters Score -917917.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -917941.750000 Penalty: 848.956238
	Iteration 37Q: 3 clusters Score -917941.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -917967.750000 Penalty: 848.956238
	Iteration 38Q: 3 clusters Score -917967.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -917984.562500 Penalty: 848.956238
	Iteration 39Q: 3 clusters Score -917984.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -918002.687500 Penalty: 848.956238
	Iteration 40F: 3 clusters Score -918002.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -918026.375000 Penalty: 848.956238
	Iteration 41Q: 3 clusters Score -918026.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -918043.000000 Penalty: 848.956238
	Iteration 42Q: 3 clusters Score -918043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -918058.312500 Penalty: 848.956238
	Iteration 43Q: 3 clusters Score -918058.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -918073.250000 Penalty: 848.956238
	Iteration 44Q: 3 clusters Score -918073.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -918084.812500 Penalty: 848.956238
	Iteration 45Q: 3 clusters Score -918084.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -918096.937500 Penalty: 848.956238
	Iteration 46Q: 3 clusters Score -918096.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -918108.937500 Penalty: 848.956238
	Iteration 47Q: 3 clusters Score -918108.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -918124.812500 Penalty: 848.956238
	Iteration 48Q: 3 clusters Score -918124.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -918140.875000 Penalty: 848.956238
	Iteration 49Q: 3 clusters Score -918140.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -918156.375000 Penalty: 848.956238
	Iteration 50Q: 3 clusters Score -918156.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -918178.187500 Penalty: 848.956238
	Iteration 51Q: 3 clusters Score -918178.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -918195.500000 Penalty: 848.956238
	Iteration 52Q: 3 clusters Score -918195.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -918217.750000 Penalty: 848.956238
	Iteration 53Q: 3 clusters Score -918217.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -918232.937500 Penalty: 848.956238
	Iteration 54Q: 3 clusters Score -918232.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -918247.562500 Penalty: 848.956238
	Iteration 55Q: 3 clusters Score -918247.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -918260.000000 Penalty: 848.956238
	Iteration 56Q: 3 clusters Score -918260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -918268.437500 Penalty: 848.956238
	Iteration 57Q: 3 clusters Score -918268.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -918274.687500 Penalty: 848.956238
	Iteration 58Q: 3 clusters Score -918274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -918285.500000 Penalty: 848.956238
	Iteration 59Q: 3 clusters Score -918285.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -918296.125000 Penalty: 848.956238
	Iteration 60F: 3 clusters Score -918296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -918299.875000 Penalty: 848.956238
	Iteration 61Q: 3 clusters Score -918299.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -918302.750000 Penalty: 848.956238
	Iteration 62Q: 3 clusters Score -918302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -918310.562500 Penalty: 848.956238
	Iteration 63Q: 3 clusters Score -918310.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -918317.937500 Penalty: 848.956238
	Iteration 64Q: 3 clusters Score -918317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -918320.437500 Penalty: 848.956238
	Iteration 65Q: 3 clusters Score -918320.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -918327.750000 Penalty: 848.956238
	Iteration 66Q: 3 clusters Score -918327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -918330.437500 Penalty: 848.956238
	Iteration 67Q: 3 clusters Score -918330.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -918337.125000 Penalty: 848.956238
	Iteration 68Q: 3 clusters Score -918337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -918342.500000 Penalty: 848.956238
	Iteration 69Q: 3 clusters Score -918342.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -918351.375000 Penalty: 848.956238
	Iteration 70Q: 3 clusters Score -918351.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -918361.125000 Penalty: 848.956238
	Iteration 71Q: 3 clusters Score -918361.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -918367.437500 Penalty: 848.956238
	Iteration 72Q: 3 clusters Score -918367.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -918375.250000 Penalty: 848.956238
	Iteration 73Q: 3 clusters Score -918375.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -918381.875000 Penalty: 848.956238
	Iteration 74Q: 3 clusters Score -918381.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -918386.000000 Penalty: 848.956238
	Iteration 75Q: 3 clusters Score -918386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -918389.375000 Penalty: 848.956238
	Iteration 76Q: 3 clusters Score -918389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -918389.125000 Penalty: 848.956238
	Iteration 77Q: 3 clusters Score -918389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -918393.062500 Penalty: 848.956238
	Iteration 78Q: 3 clusters Score -918393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -918398.500000 Penalty: 848.956238
	Iteration 79Q: 3 clusters Score -918398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -918399.625000 Penalty: 848.956238
	Iteration 80F: 3 clusters Score -918399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -918401.812500 Penalty: 848.956238
	Iteration 81Q: 3 clusters Score -918401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -918403.187500 Penalty: 848.956238
	Iteration 82Q: 3 clusters Score -918403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -918406.250000 Penalty: 848.956238
	Iteration 83Q: 3 clusters Score -918406.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -918411.750000 Penalty: 848.956238
	Iteration 84Q: 3 clusters Score -918411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -918414.187500 Penalty: 848.956238
	Iteration 85Q: 3 clusters Score -918414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -918414.812500 Penalty: 848.956238
	Iteration 86Q: 3 clusters Score -918414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -918416.312500 Penalty: 848.956238
	Iteration 87Q: 3 clusters Score -918416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -918417.000000 Penalty: 848.956238
	Iteration 88Q: 3 clusters Score -918417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -918417.187500 Penalty: 848.956238
	Iteration 89Q: 3 clusters Score -918417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -918418.312500 Penalty: 848.956238
	Iteration 90Q: 3 clusters Score -918418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -918419.187500 Penalty: 848.956238
	Iteration 91Q: 3 clusters Score -918419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -918422.750000 Penalty: 848.956238
	Iteration 92Q: 3 clusters Score -918422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -918423.562500 Penalty: 848.956238
	Iteration 93Q: 3 clusters Score -918423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -918427.125000 Penalty: 848.956238
	Iteration 94Q: 3 clusters Score -918427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -918430.000000 Penalty: 848.956238
	Iteration 95Q: 3 clusters Score -918430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -918432.437500 Penalty: 848.956238
	Iteration 96Q: 3 clusters Score -918432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -918432.562500 Penalty: 848.956238
	Iteration 97Q: 3 clusters Score -918432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -918431.750000 Penalty: 848.956238
	Iteration 98Q: 3 clusters Score -918431.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -918432.687500 Penalty: 848.956238
	Iteration 99Q: 3 clusters Score -918432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -918433.625000 Penalty: 848.956238
	Iteration 100F: 3 clusters Score -918433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -918433.062500 Penalty: 848.956238
	Iteration 101Q: 3 clusters Score -918433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -918433.687500 Penalty: 848.956238
	Iteration 102Q: 3 clusters Score -918433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -918433.687500 Penalty: 848.956238
	Iteration 103F: 3 clusters Score -918433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -215578.359375 Penalty: 362.684387
	Iteration 0F: 2 clusters Score -215578.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -213604.406250 Penalty: 725.368774
	Iteration 0F: 3 clusters Score -213604.4 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -214292.781250 Penalty: 725.368774
	Iteration 1F: 3 clusters Score -214292.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -214392.750000 Penalty: 725.368774
	Iteration 2F: 3 clusters Score -214392.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -214491.578125 Penalty: 725.368774
	Iteration 3F: 3 clusters Score -214491.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -214596.500000 Penalty: 725.368774
	Iteration 4F: 3 clusters Score -214596.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -214705.718750 Penalty: 725.368774
	Iteration 5F: 3 clusters Score -214705.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -214806.859375 Penalty: 725.368774
	Iteration 6F: 3 clusters Score -214806.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -214896.093750 Penalty: 725.368774
	Iteration 7Q: 3 clusters Score -214896.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -214961.421875 Penalty: 725.368774
	Iteration 8Q: 3 clusters Score -214961.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -215013.046875 Penalty: 725.368774
	Iteration 9Q: 3 clusters Score -215013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -215055.703125 Penalty: 725.368774
	Iteration 10Q: 3 clusters Score -215055.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -215093.328125 Penalty: 725.368774
	Iteration 11Q: 3 clusters Score -215093.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -215137.265625 Penalty: 725.368774
	Iteration 12Q: 3 clusters Score -215137.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -215176.203125 Penalty: 725.368774
	Iteration 13Q: 3 clusters Score -215176.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -215201.484375 Penalty: 725.368774
	Iteration 14Q: 3 clusters Score -215201.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -215218.734375 Penalty: 725.368774
	Iteration 15Q: 3 clusters Score -215218.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -215230.296875 Penalty: 725.368774
	Iteration 16Q: 3 clusters Score -215230.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -215239.562500 Penalty: 725.368774
	Iteration 17Q: 3 clusters Score -215239.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -215248.421875 Penalty: 725.368774
	Iteration 18Q: 3 clusters Score -215248.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -215257.265625 Penalty: 725.368774
	Iteration 19Q: 3 clusters Score -215257.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -215266.125000 Penalty: 725.368774
	Iteration 20F: 3 clusters Score -215266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -215275.000000 Penalty: 725.368774
	Iteration 21Q: 3 clusters Score -215275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -215281.984375 Penalty: 725.368774
	Iteration 22Q: 3 clusters Score -215282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -215287.234375 Penalty: 725.368774
	Iteration 23Q: 3 clusters Score -215287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -215295.484375 Penalty: 725.368774
	Iteration 24Q: 3 clusters Score -215295.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -215304.859375 Penalty: 725.368774
	Iteration 25Q: 3 clusters Score -215304.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -215310.656250 Penalty: 725.368774
	Iteration 26Q: 3 clusters Score -215310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -215315.437500 Penalty: 725.368774
	Iteration 27Q: 3 clusters Score -215315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -215322.468750 Penalty: 725.368774
	Iteration 28Q: 3 clusters Score -215322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -215326.578125 Penalty: 725.368774
	Iteration 29Q: 3 clusters Score -215326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -215327.578125 Penalty: 725.368774
	Iteration 30Q: 3 clusters Score -215327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -215328.484375 Penalty: 725.368774
	Iteration 31Q: 3 clusters Score -215328.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -215330.578125 Penalty: 725.368774
	Iteration 32Q: 3 clusters Score -215330.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -215332.718750 Penalty: 725.368774
	Iteration 33Q: 3 clusters Score -215332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -215334.250000 Penalty: 725.368774
	Iteration 34Q: 3 clusters Score -215334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -215334.937500 Penalty: 725.368774
	Iteration 35Q: 3 clusters Score -215334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -215336.406250 Penalty: 725.368774
	Iteration 36Q: 3 clusters Score -215336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -215336.406250 Penalty: 725.368774
	Iteration 37F: 3 clusters Score -215336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -77396.828125 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -77396.83 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 502 members 
Entering Unmasked Estep 
Score: -76567.273438 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -76567.27 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76807.078125 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -76807.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76869.390625 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -76869.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76903.179688 Penalty: 628.968994
	Iteration 3F: 3 clusters Score -76903.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76929.773438 Penalty: 628.968994
	Iteration 4Q: 3 clusters Score -76929.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76948.375000 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -76948.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76960.242188 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -76960.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76970.250000 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -76970.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -76975.210938 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -76975.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76979.406250 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -76979.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76986.906250 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -76986.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76997.890625 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -76997.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77009.718750 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -77009.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77019.562500 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -77019.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77028.523438 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -77028.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77033.648438 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -77033.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77037.851562 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -77037.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77043.507812 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -77043.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77048.851562 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -77048.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77053.242188 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -77053.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77056.796875 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -77056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77059.968750 Penalty: 628.968994
	Iteration 21Q: 3 clusters Score -77059.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -77063.125000 Penalty: 628.968994
	Iteration 22Q: 3 clusters Score -77063.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77065.828125 Penalty: 628.968994
	Iteration 23Q: 3 clusters Score -77065.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -77066.648438 Penalty: 628.968994
	Iteration 24Q: 3 clusters Score -77066.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77066.859375 Penalty: 628.968994
	Iteration 25Q: 3 clusters Score -77066.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77067.171875 Penalty: 628.968994
	Iteration 26Q: 3 clusters Score -77067.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -77067.398438 Penalty: 628.968994
	Iteration 27Q: 3 clusters Score -77067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77067.625000 Penalty: 628.968994
	Iteration 28Q: 3 clusters Score -77067.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77068.226562 Penalty: 628.968994
	Iteration 29Q: 3 clusters Score -77068.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77068.656250 Penalty: 628.968994
	Iteration 30Q: 3 clusters Score -77068.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77069.703125 Penalty: 628.968994
	Iteration 31Q: 3 clusters Score -77069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -77070.156250 Penalty: 628.968994
	Iteration 32Q: 3 clusters Score -77070.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -77070.656250 Penalty: 628.968994
	Iteration 33Q: 3 clusters Score -77070.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -77071.046875 Penalty: 628.968994
	Iteration 34Q: 3 clusters Score -77071.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77071.648438 Penalty: 628.968994
	Iteration 35Q: 3 clusters Score -77071.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77072.125000 Penalty: 628.968994
	Iteration 36Q: 3 clusters Score -77072.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77072.296875 Penalty: 628.968994
	Iteration 37Q: 3 clusters Score -77072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -77072.921875 Penalty: 628.968994
	Iteration 38Q: 3 clusters Score -77072.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77074.242188 Penalty: 628.968994
	Iteration 39Q: 3 clusters Score -77074.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77074.601562 Penalty: 628.968994
	Iteration 40F: 3 clusters Score -77074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 121 members 
Entering Unmasked Estep 
Score: -9136.514648 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9136.515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9225.764648 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9225.765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9255.007812 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9255.008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9271.936523 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -9271.937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9284.694336 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9284.694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9288.837891 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9288.838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9289.279297 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9289.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9289.837891 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9289.838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9289.837891 Penalty: 502.816223
	Iteration 8F: 3 clusters Score -9289.838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10577.923828 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10577.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10317.636719 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10317.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10378.292969 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10378.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10387.928711 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10387.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10392.555664 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10392.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10394.196289 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10394.477539 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10394.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10394.477539 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10394.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Entering Unmasked Estep 
Score: -1443500.500000 Penalty: 445.196350
	Iteration 0F: 2 clusters Score -1443500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1431567.500000 Penalty: 890.392700
	Iteration 0F: 3 clusters Score -1431568 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1436831.750000 Penalty: 890.392700
	Iteration 1F: 3 clusters Score -1436832 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1437566.875000 Penalty: 890.392700
	Iteration 2F: 3 clusters Score -1437567 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1438761.750000 Penalty: 890.392700
	Iteration 3F: 3 clusters Score -1438762 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1440384.875000 Penalty: 890.392700
	Iteration 4F: 3 clusters Score -1440385 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1441857.625000 Penalty: 890.392700
	Iteration 5F: 3 clusters Score -1441858 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1442667.750000 Penalty: 890.392700
	Iteration 6Q: 3 clusters Score -1442668 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1442947.250000 Penalty: 890.392700
	Iteration 7Q: 3 clusters Score -1442947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1443052.000000 Penalty: 890.392700
	Iteration 8Q: 3 clusters Score -1443052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1443090.250000 Penalty: 890.392700
	Iteration 9Q: 3 clusters Score -1443090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1443115.750000 Penalty: 890.392700
	Iteration 10Q: 3 clusters Score -1443116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1443123.750000 Penalty: 890.392700
	Iteration 11Q: 3 clusters Score -1443124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1443128.875000 Penalty: 890.392700
	Iteration 12Q: 3 clusters Score -1443129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1443132.250000 Penalty: 890.392700
	Iteration 13Q: 3 clusters Score -1443132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1443132.875000 Penalty: 890.392700
	Iteration 14Q: 3 clusters Score -1443133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1443139.375000 Penalty: 890.392700
	Iteration 15Q: 3 clusters Score -1443139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1443137.750000 Penalty: 890.392700
	Iteration 16Q: 3 clusters Score -1443138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1443137.750000 Penalty: 890.392700
	Iteration 17F: 3 clusters Score -1443138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -146346.359375 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -146346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -145038.328125 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -145038.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -145485.328125 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -145485.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -145570.390625 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -145570.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -145645.156250 Penalty: 683.049805
	Iteration 3F: 3 clusters Score -145645.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -145745.781250 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -145745.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -145846.484375 Penalty: 683.049805
	Iteration 5F: 3 clusters Score -145846.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -145912.984375 Penalty: 683.049805
	Iteration 6F: 3 clusters Score -145913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145955.578125 Penalty: 683.049805
	Iteration 7Q: 3 clusters Score -145955.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -145975.796875 Penalty: 683.049805
	Iteration 8Q: 3 clusters Score -145975.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -145989.328125 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -145989.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -145995.718750 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -145995.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -145999.421875 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -145999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -146001.703125 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -146001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -146003.359375 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -146003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -146005.140625 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -146005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -146009.234375 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -146009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -146012.515625 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -146012.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -146016.234375 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -146016.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -146020.328125 Penalty: 683.049805
	Iteration 18Q: 3 clusters Score -146020.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -146025.062500 Penalty: 683.049805
	Iteration 19Q: 3 clusters Score -146025.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -146028.562500 Penalty: 683.049805
	Iteration 20F: 3 clusters Score -146028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -146032.296875 Penalty: 683.049805
	Iteration 21Q: 3 clusters Score -146032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -146035.390625 Penalty: 683.049805
	Iteration 22Q: 3 clusters Score -146035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -146039.078125 Penalty: 683.049805
	Iteration 23Q: 3 clusters Score -146039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -146041.125000 Penalty: 683.049805
	Iteration 24Q: 3 clusters Score -146041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -146042.453125 Penalty: 683.049805
	Iteration 25Q: 3 clusters Score -146042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -146044.593750 Penalty: 683.049805
	Iteration 26Q: 3 clusters Score -146044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -146046.328125 Penalty: 683.049805
	Iteration 27Q: 3 clusters Score -146046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -146049.609375 Penalty: 683.049805
	Iteration 28Q: 3 clusters Score -146049.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -146050.828125 Penalty: 683.049805
	Iteration 29Q: 3 clusters Score -146050.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -146052.468750 Penalty: 683.049805
	Iteration 30Q: 3 clusters Score -146052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146054.671875 Penalty: 683.049805
	Iteration 31Q: 3 clusters Score -146054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -146055.515625 Penalty: 683.049805
	Iteration 32Q: 3 clusters Score -146055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146055.640625 Penalty: 683.049805
	Iteration 33Q: 3 clusters Score -146055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -146055.640625 Penalty: 683.049805
	Iteration 34F: 3 clusters Score -146055.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Entering Unmasked Estep 
Score: -396174.843750 Penalty: 386.640900
	Iteration 0F: 2 clusters Score -396174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -392888.750000 Penalty: 773.281799
	Iteration 0F: 3 clusters Score -392888.8 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -394119.375000 Penalty: 773.281799
	Iteration 1F: 3 clusters Score -394119.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -394237.437500 Penalty: 773.281799
	Iteration 2F: 3 clusters Score -394237.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -394374.250000 Penalty: 773.281799
	Iteration 3F: 3 clusters Score -394374.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -394573.625000 Penalty: 773.281799
	Iteration 4F: 3 clusters Score -394573.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -394868.156250 Penalty: 773.281799
	Iteration 5F: 3 clusters Score -394868.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -395274.312500 Penalty: 773.281799
	Iteration 6F: 3 clusters Score -395274.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -395648.218750 Penalty: 773.281799
	Iteration 7F: 3 clusters Score -395648.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -395803.437500 Penalty: 773.281799
	Iteration 8Q: 3 clusters Score -395803.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -395877.156250 Penalty: 773.281799
	Iteration 9Q: 3 clusters Score -395877.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -395924.781250 Penalty: 773.281799
	Iteration 10Q: 3 clusters Score -395924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -395957.093750 Penalty: 773.281799
	Iteration 11Q: 3 clusters Score -395957.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -395989.218750 Penalty: 773.281799
	Iteration 12Q: 3 clusters Score -395989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -396008.906250 Penalty: 773.281799
	Iteration 13Q: 3 clusters Score -396008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -396021.218750 Penalty: 773.281799
	Iteration 14Q: 3 clusters Score -396021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -396028.250000 Penalty: 773.281799
	Iteration 15Q: 3 clusters Score -396028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -396033.625000 Penalty: 773.281799
	Iteration 16Q: 3 clusters Score -396033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -396040.312500 Penalty: 773.281799
	Iteration 17Q: 3 clusters Score -396040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -396046.531250 Penalty: 773.281799
	Iteration 18Q: 3 clusters Score -396046.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -396052.656250 Penalty: 773.281799
	Iteration 19Q: 3 clusters Score -396052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -396059.343750 Penalty: 773.281799
	Iteration 20F: 3 clusters Score -396059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -396067.343750 Penalty: 773.281799
	Iteration 21Q: 3 clusters Score -396067.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -396072.031250 Penalty: 773.281799
	Iteration 22Q: 3 clusters Score -396072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -396076.093750 Penalty: 773.281799
	Iteration 23Q: 3 clusters Score -396076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -396080.312500 Penalty: 773.281799
	Iteration 24Q: 3 clusters Score -396080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -396082.625000 Penalty: 773.281799
	Iteration 25Q: 3 clusters Score -396082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -396084.687500 Penalty: 773.281799
	Iteration 26Q: 3 clusters Score -396084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -396086.531250 Penalty: 773.281799
	Iteration 27Q: 3 clusters Score -396086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -396087.375000 Penalty: 773.281799
	Iteration 28Q: 3 clusters Score -396087.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -396088.500000 Penalty: 773.281799
	Iteration 29Q: 3 clusters Score -396088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -396089.031250 Penalty: 773.281799
	Iteration 30Q: 3 clusters Score -396089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -396089.031250 Penalty: 773.281799
	Iteration 31F: 3 clusters Score -396089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17157.851562 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17157.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17262.830078 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17262.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17294.986328 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17294.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17303.435547 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17303.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17308.527344 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17308.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17312.253906 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17312.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17312.533203 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17312.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17312.533203 Penalty: 522.613281
	Iteration 7F: 3 clusters Score -17312.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 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 72 members 
Entering Unmasked Estep 
Score: -7980.463867 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7980.464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8041.823730 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8041.824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8067.797363 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8067.797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8086.376465 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -8086.376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8087.412109 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8087.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8087.998047 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8087.998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8087.998047 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -8087.998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -41458.464844 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -41458.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40944.722656 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -40944.72 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41118.000000 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -41118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41175.917969 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -41175.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41216.953125 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -41216.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41260.796875 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -41260.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41289.031250 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -41289.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41317.937500 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -41317.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41331.496094 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -41331.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41338.914062 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -41338.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41344.378906 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -41344.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41347.398438 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -41347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41347.988281 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -41347.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41348.558594 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -41348.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41348.558594 Penalty: 582.423462
	Iteration 13F: 3 clusters Score -41348.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -510517.250000 Penalty: 399.567749
	Iteration 0F: 2 clusters Score -510517.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -506180.812500 Penalty: 799.135498
	Iteration 0F: 3 clusters Score -506180.8 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -508001.968750 Penalty: 799.135498
	Iteration 1F: 3 clusters Score -508002 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -508261.312500 Penalty: 799.135498
	Iteration 2F: 3 clusters Score -508261.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -508593.750000 Penalty: 799.135498
	Iteration 3F: 3 clusters Score -508593.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -508959.031250 Penalty: 799.135498
	Iteration 4F: 3 clusters Score -508959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -509327.156250 Penalty: 799.135498
	Iteration 5F: 3 clusters Score -509327.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -509636.468750 Penalty: 799.135498
	Iteration 6F: 3 clusters Score -509636.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -509851.031250 Penalty: 799.135498
	Iteration 7Q: 3 clusters Score -509851 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -509969.187500 Penalty: 799.135498
	Iteration 8Q: 3 clusters Score -509969.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -510040.062500 Penalty: 799.135498
	Iteration 9Q: 3 clusters Score -510040.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -510077.968750 Penalty: 799.135498
	Iteration 10Q: 3 clusters Score -510078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -510110.437500 Penalty: 799.135498
	Iteration 11Q: 3 clusters Score -510110.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -510142.937500 Penalty: 799.135498
	Iteration 12Q: 3 clusters Score -510142.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -510169.531250 Penalty: 799.135498
	Iteration 13Q: 3 clusters Score -510169.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -510184.093750 Penalty: 799.135498
	Iteration 14Q: 3 clusters Score -510184.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -510195.875000 Penalty: 799.135498
	Iteration 15Q: 3 clusters Score -510195.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -510201.156250 Penalty: 799.135498
	Iteration 16Q: 3 clusters Score -510201.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -510204.656250 Penalty: 799.135498
	Iteration 17Q: 3 clusters Score -510204.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -510205.343750 Penalty: 799.135498
	Iteration 18Q: 3 clusters Score -510205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -510207.218750 Penalty: 799.135498
	Iteration 19Q: 3 clusters Score -510207.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -510208.312500 Penalty: 799.135498
	Iteration 20F: 3 clusters Score -510208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -510210.968750 Penalty: 799.135498
	Iteration 21Q: 3 clusters Score -510211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -510209.500000 Penalty: 799.135498
	Iteration 22Q: 3 clusters Score -510209.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -510211.031250 Penalty: 799.135498
	Iteration 23Q: 3 clusters Score -510211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -510211.687500 Penalty: 799.135498
	Iteration 24Q: 3 clusters Score -510211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -510212.500000 Penalty: 799.135498
	Iteration 25Q: 3 clusters Score -510212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -510211.625000 Penalty: 799.135498
	Iteration 26Q: 3 clusters Score -510211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -510212.000000 Penalty: 799.135498
	Iteration 27Q: 3 clusters Score -510212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -510213.156250 Penalty: 799.135498
	Iteration 28Q: 3 clusters Score -510213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -510214.187500 Penalty: 799.135498
	Iteration 29Q: 3 clusters Score -510214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -510215.718750 Penalty: 799.135498
	Iteration 30Q: 3 clusters Score -510215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -510216.031250 Penalty: 799.135498
	Iteration 31Q: 3 clusters Score -510216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -510216.343750 Penalty: 799.135498
	Iteration 32Q: 3 clusters Score -510216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -510216.500000 Penalty: 799.135498
	Iteration 33Q: 3 clusters Score -510216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -510216.468750 Penalty: 799.135498
	Iteration 34Q: 3 clusters Score -510216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -510217.875000 Penalty: 799.135498
	Iteration 35Q: 3 clusters Score -510217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -510218.187500 Penalty: 799.135498
	Iteration 36Q: 3 clusters Score -510218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -510218.875000 Penalty: 799.135498
	Iteration 37Q: 3 clusters Score -510218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -510219.062500 Penalty: 799.135498
	Iteration 38Q: 3 clusters Score -510219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -510220.187500 Penalty: 799.135498
	Iteration 39Q: 3 clusters Score -510220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -510219.906250 Penalty: 799.135498
	Iteration 40F: 3 clusters Score -510219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -510221.062500 Penalty: 799.135498
	Iteration 41Q: 3 clusters Score -510221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -510220.187500 Penalty: 799.135498
	Iteration 42Q: 3 clusters Score -510220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -510221.468750 Penalty: 799.135498
	Iteration 43Q: 3 clusters Score -510221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -510221.812500 Penalty: 799.135498
	Iteration 44Q: 3 clusters Score -510221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -510222.281250 Penalty: 799.135498
	Iteration 45Q: 3 clusters Score -510222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -510222.031250 Penalty: 799.135498
	Iteration 46Q: 3 clusters Score -510222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -510222.031250 Penalty: 799.135498
	Iteration 47F: 3 clusters Score -510222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -96203.945312 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -96203.95 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 641 members 
Entering Unmasked Estep 
Score: -95233.789062 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -95233.79 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95521.226562 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -95521.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -95588.820312 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -95588.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95624.906250 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -95624.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -95652.625000 Penalty: 651.919128
	Iteration 4Q: 3 clusters Score -95652.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95679.960938 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -95679.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95706.226562 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -95706.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95728.296875 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -95728.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95749.046875 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -95749.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95761.492188 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -95761.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95777.132812 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -95777.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95795.562500 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -95795.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95811.351562 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -95811.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95830.093750 Penalty: 651.919128
	Iteration 13Q: 3 clusters Score -95830.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95852.523438 Penalty: 651.919128
	Iteration 14Q: 3 clusters Score -95852.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95865.664062 Penalty: 651.919128
	Iteration 15Q: 3 clusters Score -95865.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95875.750000 Penalty: 651.919128
	Iteration 16Q: 3 clusters Score -95875.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95884.062500 Penalty: 651.919128
	Iteration 17Q: 3 clusters Score -95884.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -95889.398438 Penalty: 651.919128
	Iteration 18Q: 3 clusters Score -95889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95893.929688 Penalty: 651.919128
	Iteration 19Q: 3 clusters Score -95893.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95899.296875 Penalty: 651.919128
	Iteration 20F: 3 clusters Score -95899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95901.890625 Penalty: 651.919128
	Iteration 21Q: 3 clusters Score -95901.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -95906.195312 Penalty: 651.919128
	Iteration 22Q: 3 clusters Score -95906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95908.343750 Penalty: 651.919128
	Iteration 23Q: 3 clusters Score -95908.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -95910.320312 Penalty: 651.919128
	Iteration 24Q: 3 clusters Score -95910.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -95914.476562 Penalty: 651.919128
	Iteration 25Q: 3 clusters Score -95914.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95919.781250 Penalty: 651.919128
	Iteration 26Q: 3 clusters Score -95919.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -95926.046875 Penalty: 651.919128
	Iteration 27Q: 3 clusters Score -95926.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -95930.914062 Penalty: 651.919128
	Iteration 28Q: 3 clusters Score -95930.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -95938.953125 Penalty: 651.919128
	Iteration 29Q: 3 clusters Score -95938.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -95951.882812 Penalty: 651.919128
	Iteration 30Q: 3 clusters Score -95951.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -95961.343750 Penalty: 651.919128
	Iteration 31Q: 3 clusters Score -95961.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -95967.046875 Penalty: 651.919128
	Iteration 32Q: 3 clusters Score -95967.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -95968.203125 Penalty: 651.919128
	Iteration 33Q: 3 clusters Score -95968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95968.937500 Penalty: 651.919128
	Iteration 34Q: 3 clusters Score -95968.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -95969.851562 Penalty: 651.919128
	Iteration 35Q: 3 clusters Score -95969.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95972.695312 Penalty: 651.919128
	Iteration 36Q: 3 clusters Score -95972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -95973.695312 Penalty: 651.919128
	Iteration 37Q: 3 clusters Score -95973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -95974.937500 Penalty: 651.919128
	Iteration 38Q: 3 clusters Score -95974.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -95976.007812 Penalty: 651.919128
	Iteration 39Q: 3 clusters Score -95976.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -95977.101562 Penalty: 651.919128
	Iteration 40F: 3 clusters Score -95977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -95978.296875 Penalty: 651.919128
	Iteration 41Q: 3 clusters Score -95978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -95979.328125 Penalty: 651.919128
	Iteration 42Q: 3 clusters Score -95979.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -95979.328125 Penalty: 651.919128
	Iteration 43F: 3 clusters Score -95979.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 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 117 members 
Entering Unmasked Estep 
Score: -4111.273438 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4111.273 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4229.781738 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4229.782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4300.897949 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4300.898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4328.709473 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -4328.709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -4351.198242 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4351.198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4358.257812 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4358.258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4358.257812 Penalty: 500.242279
	Iteration 6F: 3 clusters Score -4358.258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -38894.621094 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -38894.62 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 287 members 
Entering Unmasked Estep 
Score: -38334.125000 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -38334.12 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38484.695312 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -38484.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38526.960938 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -38526.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38573.808594 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -38573.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38613.957031 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -38613.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38643.382812 Penalty: 580.591187
	Iteration 5F: 3 clusters Score -38643.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38659.535156 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -38659.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38665.632812 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -38665.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38672.148438 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -38672.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38678.238281 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -38678.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38680.550781 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -38680.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38683.289062 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -38683.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -38684.644531 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -38684.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -38685.750000 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -38685.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38686.113281 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -38686.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38686.113281 Penalty: 580.591187
	Iteration 15F: 3 clusters Score -38686.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (15002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Entering Unmasked Estep 
Score: -1215232.500000 Penalty: 437.525238
	Iteration 0F: 2 clusters Score -1215232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1205305.500000 Penalty: 875.050476
	Iteration 0F: 3 clusters Score -1205306 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1209806.625000 Penalty: 875.050476
	Iteration 1F: 3 clusters Score -1209807 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1210649.250000 Penalty: 875.050476
	Iteration 2F: 3 clusters Score -1210649 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1211903.750000 Penalty: 875.050476
	Iteration 3F: 3 clusters Score -1211904 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1213104.500000 Penalty: 875.050476
	Iteration 4F: 3 clusters Score -1213104 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1213593.750000 Penalty: 875.050476
	Iteration 5F: 3 clusters Score -1213594 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1213754.125000 Penalty: 875.050476
	Iteration 6Q: 3 clusters Score -1213754 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1213843.375000 Penalty: 875.050476
	Iteration 7Q: 3 clusters Score -1213843 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1213915.625000 Penalty: 875.050476
	Iteration 8Q: 3 clusters Score -1213916 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1213987.250000 Penalty: 875.050476
	Iteration 9Q: 3 clusters Score -1213987 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1214039.000000 Penalty: 875.050476
	Iteration 10Q: 3 clusters Score -1214039 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1214087.875000 Penalty: 875.050476
	Iteration 11Q: 3 clusters Score -1214088 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1214137.125000 Penalty: 875.050476
	Iteration 12Q: 3 clusters Score -1214137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1214185.875000 Penalty: 875.050476
	Iteration 13Q: 3 clusters Score -1214186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1214237.250000 Penalty: 875.050476
	Iteration 14Q: 3 clusters Score -1214237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1214293.500000 Penalty: 875.050476
	Iteration 15Q: 3 clusters Score -1214294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1214358.500000 Penalty: 875.050476
	Iteration 16Q: 3 clusters Score -1214358 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1214454.125000 Penalty: 875.050476
	Iteration 17Q: 3 clusters Score -1214454 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1214532.875000 Penalty: 875.050476
	Iteration 18Q: 3 clusters Score -1214533 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1214593.625000 Penalty: 875.050476
	Iteration 19Q: 3 clusters Score -1214594 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1214685.375000 Penalty: 875.050476
	Iteration 20F: 3 clusters Score -1214685 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1214781.125000 Penalty: 875.050476
	Iteration 21Q: 3 clusters Score -1214781 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1214836.250000 Penalty: 875.050476
	Iteration 22Q: 3 clusters Score -1214836 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1214864.500000 Penalty: 875.050476
	Iteration 23Q: 3 clusters Score -1214864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1214893.750000 Penalty: 875.050476
	Iteration 24Q: 3 clusters Score -1214894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1214921.375000 Penalty: 875.050476
	Iteration 25Q: 3 clusters Score -1214921 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1214944.125000 Penalty: 875.050476
	Iteration 26Q: 3 clusters Score -1214944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1214969.500000 Penalty: 875.050476
	Iteration 27Q: 3 clusters Score -1214970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1214995.250000 Penalty: 875.050476
	Iteration 28Q: 3 clusters Score -1214995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1215008.375000 Penalty: 875.050476
	Iteration 29Q: 3 clusters Score -1215008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1215011.375000 Penalty: 875.050476
	Iteration 30Q: 3 clusters Score -1215011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1215024.625000 Penalty: 875.050476
	Iteration 31Q: 3 clusters Score -1215025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1215027.000000 Penalty: 875.050476
	Iteration 32Q: 3 clusters Score -1215027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1215030.750000 Penalty: 875.050476
	Iteration 33Q: 3 clusters Score -1215031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1215030.625000 Penalty: 875.050476
	Iteration 34Q: 3 clusters Score -1215031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1215038.375000 Penalty: 875.050476
	Iteration 35Q: 3 clusters Score -1215038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1215039.000000 Penalty: 875.050476
	Iteration 36Q: 3 clusters Score -1215039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1215038.500000 Penalty: 875.050476
	Iteration 37Q: 3 clusters Score -1215038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1215040.250000 Penalty: 875.050476
	Iteration 38Q: 3 clusters Score -1215040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1215040.875000 Penalty: 875.050476
	Iteration 39Q: 3 clusters Score -1215041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1215045.750000 Penalty: 875.050476
	Iteration 40F: 3 clusters Score -1215046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1215046.750000 Penalty: 875.050476
	Iteration 41Q: 3 clusters Score -1215047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1215045.875000 Penalty: 875.050476
	Iteration 42Q: 3 clusters Score -1215046 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1215049.250000 Penalty: 875.050476
	Iteration 43Q: 3 clusters Score -1215049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1215056.750000 Penalty: 875.050476
	Iteration 44Q: 3 clusters Score -1215057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1215059.250000 Penalty: 875.050476
	Iteration 45Q: 3 clusters Score -1215059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1215058.250000 Penalty: 875.050476
	Iteration 46Q: 3 clusters Score -1215058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1215057.875000 Penalty: 875.050476
	Iteration 47Q: 3 clusters Score -1215058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1215061.125000 Penalty: 875.050476
	Iteration 48Q: 3 clusters Score -1215061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1215066.125000 Penalty: 875.050476
	Iteration 49Q: 3 clusters Score -1215066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1215072.125000 Penalty: 875.050476
	Iteration 50Q: 3 clusters Score -1215072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1215072.250000 Penalty: 875.050476
	Iteration 51Q: 3 clusters Score -1215072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1215077.000000 Penalty: 875.050476
	Iteration 52Q: 3 clusters Score -1215077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1215087.500000 Penalty: 875.050476
	Iteration 53Q: 3 clusters Score -1215088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1215091.125000 Penalty: 875.050476
	Iteration 54Q: 3 clusters Score -1215091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1215099.125000 Penalty: 875.050476
	Iteration 55Q: 3 clusters Score -1215099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1215107.500000 Penalty: 875.050476
	Iteration 56Q: 3 clusters Score -1215108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1215115.625000 Penalty: 875.050476
	Iteration 57Q: 3 clusters Score -1215116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1215122.500000 Penalty: 875.050476
	Iteration 58Q: 3 clusters Score -1215122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1215130.875000 Penalty: 875.050476
	Iteration 59Q: 3 clusters Score -1215131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1215140.125000 Penalty: 875.050476
	Iteration 60F: 3 clusters Score -1215140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1215153.375000 Penalty: 875.050476
	Iteration 61Q: 3 clusters Score -1215153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1215169.125000 Penalty: 875.050476
	Iteration 62Q: 3 clusters Score -1215169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1215178.500000 Penalty: 875.050476
	Iteration 63Q: 3 clusters Score -1215178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1215187.625000 Penalty: 875.050476
	Iteration 64Q: 3 clusters Score -1215188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1215203.000000 Penalty: 875.050476
	Iteration 65Q: 3 clusters Score -1215203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1215201.875000 Penalty: 875.050476
	Iteration 66Q: 3 clusters Score -1215202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1215210.375000 Penalty: 875.050476
	Iteration 67Q: 3 clusters Score -1215210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1215206.750000 Penalty: 875.050476
	Iteration 68Q: 3 clusters Score -1215207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1215215.375000 Penalty: 875.050476
	Iteration 69Q: 3 clusters Score -1215215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1215219.750000 Penalty: 875.050476
	Iteration 70Q: 3 clusters Score -1215220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1215220.750000 Penalty: 875.050476
	Iteration 71Q: 3 clusters Score -1215221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1215224.500000 Penalty: 875.050476
	Iteration 72Q: 3 clusters Score -1215224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1215225.500000 Penalty: 875.050476
	Iteration 73Q: 3 clusters Score -1215226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1215227.375000 Penalty: 875.050476
	Iteration 74Q: 3 clusters Score -1215227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1215231.375000 Penalty: 875.050476
	Iteration 75Q: 3 clusters Score -1215231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1215237.250000 Penalty: 875.050476
	Iteration 76Q: 3 clusters Score -1215237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1215235.625000 Penalty: 875.050476
	Iteration 77Q: 3 clusters Score -1215236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1215242.000000 Penalty: 875.050476
	Iteration 78Q: 3 clusters Score -1215242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1215248.500000 Penalty: 875.050476
	Iteration 79Q: 3 clusters Score -1215248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1215248.125000 Penalty: 875.050476
	Iteration 80F: 3 clusters Score -1215248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1215249.375000 Penalty: 875.050476
	Iteration 81Q: 3 clusters Score -1215249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1215249.250000 Penalty: 875.050476
	Iteration 82Q: 3 clusters Score -1215249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1215247.500000 Penalty: 875.050476
	Iteration 83Q: 3 clusters Score -1215248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1215250.250000 Penalty: 875.050476
	Iteration 84Q: 3 clusters Score -1215250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1215255.125000 Penalty: 875.050476
	Iteration 85Q: 3 clusters Score -1215255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1215255.500000 Penalty: 875.050476
	Iteration 86Q: 3 clusters Score -1215256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1215257.375000 Penalty: 875.050476
	Iteration 87Q: 3 clusters Score -1215257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1215260.500000 Penalty: 875.050476
	Iteration 88Q: 3 clusters Score -1215260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1215257.125000 Penalty: 875.050476
	Iteration 89Q: 3 clusters Score -1215257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1215258.375000 Penalty: 875.050476
	Iteration 90Q: 3 clusters Score -1215258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1215262.250000 Penalty: 875.050476
	Iteration 91Q: 3 clusters Score -1215262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1215262.625000 Penalty: 875.050476
	Iteration 92Q: 3 clusters Score -1215263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1215261.250000 Penalty: 875.050476
	Iteration 93Q: 3 clusters Score -1215261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1215258.875000 Penalty: 875.050476
	Iteration 94Q: 3 clusters Score -1215259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1215259.500000 Penalty: 875.050476
	Iteration 95Q: 3 clusters Score -1215260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1215261.625000 Penalty: 875.050476
	Iteration 96Q: 3 clusters Score -1215262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1215262.500000 Penalty: 875.050476
	Iteration 97Q: 3 clusters Score -1215262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1215261.875000 Penalty: 875.050476
	Iteration 98Q: 3 clusters Score -1215262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1215261.375000 Penalty: 875.050476
	Iteration 99Q: 3 clusters Score -1215261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1215261.250000 Penalty: 875.050476
	Iteration 100F: 3 clusters Score -1215261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1215260.750000 Penalty: 875.050476
	Iteration 101Q: 3 clusters Score -1215261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1215261.625000 Penalty: 875.050476
	Iteration 102Q: 3 clusters Score -1215262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1215261.625000 Penalty: 875.050476
	Iteration 103F: 3 clusters Score -1215262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 13634 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 1368 members 
Entering Unmasked Estep 
Score: -42183652.000000 Penalty: 48154.914062
Splitting cluster 50 changes total score from -42183812.000000 to -42183652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 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 107 members 
Entering Unmasked Estep 
Score: -15785.000977 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15785 nChanged 65
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: -15861.282227 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15861.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15908.812500 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15908.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15929.746094 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -15929.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15945.493164 Penalty: 497.593475
	Iteration 4F: 3 clusters Score -15945.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15952.976562 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15952.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15956.314453 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15956.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15958.550781 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -15958.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15962.650391 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -15962.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15967.283203 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -15967.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15968.221680 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -15968.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15968.221680 Penalty: 497.593475
	Iteration 11F: 3 clusters Score -15968.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Entering Unmasked Estep 
Score: -1877914.000000 Penalty: 457.404938
	Iteration 0F: 2 clusters Score -1877914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1862951.500000 Penalty: 914.809875
	Iteration 0F: 3 clusters Score -1862952 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1870695.750000 Penalty: 914.809875
	Iteration 1F: 3 clusters Score -1870696 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1871637.125000 Penalty: 914.809875
	Iteration 2F: 3 clusters Score -1871637 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1872821.625000 Penalty: 914.809875
	Iteration 3F: 3 clusters Score -1872822 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1874196.375000 Penalty: 914.809875
	Iteration 4F: 3 clusters Score -1874196 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1875344.625000 Penalty: 914.809875
	Iteration 5F: 3 clusters Score -1875345 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1875945.250000 Penalty: 914.809875
	Iteration 6Q: 3 clusters Score -1875945 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1876288.875000 Penalty: 914.809875
	Iteration 7Q: 3 clusters Score -1876289 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1876610.625000 Penalty: 914.809875
	Iteration 8Q: 3 clusters Score -1876611 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1876873.250000 Penalty: 914.809875
	Iteration 9Q: 3 clusters Score -1876873 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1877077.875000 Penalty: 914.809875
	Iteration 10Q: 3 clusters Score -1877078 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1877253.750000 Penalty: 914.809875
	Iteration 11Q: 3 clusters Score -1877254 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1877405.875000 Penalty: 914.809875
	Iteration 12Q: 3 clusters Score -1877406 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1877502.750000 Penalty: 914.809875
	Iteration 13Q: 3 clusters Score -1877503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1877582.250000 Penalty: 914.809875
	Iteration 14Q: 3 clusters Score -1877582 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1877658.000000 Penalty: 914.809875
	Iteration 15Q: 3 clusters Score -1877658 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1877712.250000 Penalty: 914.809875
	Iteration 16Q: 3 clusters Score -1877712 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1877752.750000 Penalty: 914.809875
	Iteration 17Q: 3 clusters Score -1877753 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1877769.000000 Penalty: 914.809875
	Iteration 18Q: 3 clusters Score -1877769 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1877782.500000 Penalty: 914.809875
	Iteration 19Q: 3 clusters Score -1877782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1877800.625000 Penalty: 914.809875
	Iteration 20F: 3 clusters Score -1877801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1877804.000000 Penalty: 914.809875
	Iteration 21Q: 3 clusters Score -1877804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1877812.000000 Penalty: 914.809875
	Iteration 22Q: 3 clusters Score -1877812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1877812.375000 Penalty: 914.809875
	Iteration 23Q: 3 clusters Score -1877812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1877810.875000 Penalty: 914.809875
	Iteration 24Q: 3 clusters Score -1877811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1877815.000000 Penalty: 914.809875
	Iteration 25Q: 3 clusters Score -1877815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1877811.625000 Penalty: 914.809875
	Iteration 26Q: 3 clusters Score -1877812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1877810.250000 Penalty: 914.809875
	Iteration 27Q: 3 clusters Score -1877810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1877814.625000 Penalty: 914.809875
	Iteration 28Q: 3 clusters Score -1877815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1877804.125000 Penalty: 914.809875
	Iteration 29Q: 3 clusters Score -1877804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1877801.000000 Penalty: 914.809875
	Iteration 30Q: 3 clusters Score -1877801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1877801.125000 Penalty: 914.809875
	Iteration 31Q: 3 clusters Score -1877801 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1877798.875000 Penalty: 914.809875
	Iteration 32Q: 3 clusters Score -1877799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1877793.375000 Penalty: 914.809875
	Iteration 33Q: 3 clusters Score -1877793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1877800.375000 Penalty: 914.809875
	Iteration 34Q: 3 clusters Score -1877800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1877797.125000 Penalty: 914.809875
	Iteration 35Q: 3 clusters Score -1877797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1877792.500000 Penalty: 914.809875
	Iteration 36Q: 3 clusters Score -1877792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1877787.750000 Penalty: 914.809875
	Iteration 37Q: 3 clusters Score -1877788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1877788.375000 Penalty: 914.809875
	Iteration 38Q: 3 clusters Score -1877788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1877788.000000 Penalty: 914.809875
	Iteration 39Q: 3 clusters Score -1877788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1877788.125000 Penalty: 914.809875
	Iteration 40F: 3 clusters Score -1877788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1877788.250000 Penalty: 914.809875
	Iteration 41Q: 3 clusters Score -1877788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1877786.250000 Penalty: 914.809875
	Iteration 42Q: 3 clusters Score -1877786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1877784.125000 Penalty: 914.809875
	Iteration 43Q: 3 clusters Score -1877784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1877783.000000 Penalty: 914.809875
	Iteration 44Q: 3 clusters Score -1877783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1877780.375000 Penalty: 914.809875
	Iteration 45Q: 3 clusters Score -1877780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1877783.000000 Penalty: 914.809875
	Iteration 46Q: 3 clusters Score -1877783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1877782.875000 Penalty: 914.809875
	Iteration 47Q: 3 clusters Score -1877783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1877779.125000 Penalty: 914.809875
	Iteration 48Q: 3 clusters Score -1877779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1877780.000000 Penalty: 914.809875
	Iteration 49Q: 3 clusters Score -1877780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1877779.750000 Penalty: 914.809875
	Iteration 50Q: 3 clusters Score -1877780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1877779.500000 Penalty: 914.809875
	Iteration 51Q: 3 clusters Score -1877780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1877779.625000 Penalty: 914.809875
	Iteration 52Q: 3 clusters Score -1877780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1877779.375000 Penalty: 914.809875
	Iteration 53Q: 3 clusters Score -1877779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1877779.000000 Penalty: 914.809875
	Iteration 54Q: 3 clusters Score -1877779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1877778.875000 Penalty: 914.809875
	Iteration 55Q: 3 clusters Score -1877779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1877780.000000 Penalty: 914.809875
	Iteration 56Q: 3 clusters Score -1877780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1877777.625000 Penalty: 914.809875
	Iteration 57Q: 3 clusters Score -1877778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1877777.250000 Penalty: 914.809875
	Iteration 58Q: 3 clusters Score -1877777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1877779.750000 Penalty: 914.809875
	Iteration 59Q: 3 clusters Score -1877780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1877778.250000 Penalty: 914.809875
	Iteration 60F: 3 clusters Score -1877778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1877776.125000 Penalty: 914.809875
	Iteration 61Q: 3 clusters Score -1877776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1877778.000000 Penalty: 914.809875
	Iteration 62Q: 3 clusters Score -1877778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1877780.875000 Penalty: 914.809875
	Iteration 63Q: 3 clusters Score -1877781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1877778.500000 Penalty: 914.809875
	Iteration 64Q: 3 clusters Score -1877778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1877778.500000 Penalty: 914.809875
	Iteration 65Q: 3 clusters Score -1877778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1877777.250000 Penalty: 914.809875
	Iteration 66Q: 3 clusters Score -1877777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1877781.125000 Penalty: 914.809875
	Iteration 67Q: 3 clusters Score -1877781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1877781.125000 Penalty: 914.809875
	Iteration 68Q: 3 clusters Score -1877781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1877780.500000 Penalty: 914.809875
	Iteration 69Q: 3 clusters Score -1877780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1877778.500000 Penalty: 914.809875
	Iteration 70Q: 3 clusters Score -1877778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1877774.000000 Penalty: 914.809875
	Iteration 71Q: 3 clusters Score -1877774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1877776.750000 Penalty: 914.809875
	Iteration 72Q: 3 clusters Score -1877777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1877777.000000 Penalty: 914.809875
	Iteration 73Q: 3 clusters Score -1877777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1877778.125000 Penalty: 914.809875
	Iteration 74Q: 3 clusters Score -1877778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1877778.000000 Penalty: 914.809875
	Iteration 75Q: 3 clusters Score -1877778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1877776.375000 Penalty: 914.809875
	Iteration 76Q: 3 clusters Score -1877776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1877777.250000 Penalty: 914.809875
	Iteration 77Q: 3 clusters Score -1877777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1877779.375000 Penalty: 914.809875
	Iteration 78Q: 3 clusters Score -1877779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1877784.500000 Penalty: 914.809875
	Iteration 79Q: 3 clusters Score -1877784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1877780.125000 Penalty: 914.809875
	Iteration 80F: 3 clusters Score -1877780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1877781.375000 Penalty: 914.809875
	Iteration 81Q: 3 clusters Score -1877781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1877784.250000 Penalty: 914.809875
	Iteration 82Q: 3 clusters Score -1877784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1877782.125000 Penalty: 914.809875
	Iteration 83Q: 3 clusters Score -1877782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1877782.750000 Penalty: 914.809875
	Iteration 84Q: 3 clusters Score -1877783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1877782.750000 Penalty: 914.809875
	Iteration 85F: 3 clusters Score -1877783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -71579.937500 Penalty: 310.161469
	Iteration 0F: 2 clusters Score -71579.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -70825.039062 Penalty: 620.322937
	Iteration 0F: 3 clusters Score -70825.04 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71029.789062 Penalty: 620.322937
	Iteration 1F: 3 clusters Score -71029.79 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71091.687500 Penalty: 620.322937
	Iteration 2F: 3 clusters Score -71091.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -71132.078125 Penalty: 620.322937
	Iteration 3F: 3 clusters Score -71132.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71173.171875 Penalty: 620.322937
	Iteration 4F: 3 clusters Score -71173.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -71210.312500 Penalty: 620.322937
	Iteration 5Q: 3 clusters Score -71210.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71242.601562 Penalty: 620.322937
	Iteration 6Q: 3 clusters Score -71242.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71265.375000 Penalty: 620.322937
	Iteration 7Q: 3 clusters Score -71265.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71282.281250 Penalty: 620.322937
	Iteration 8Q: 3 clusters Score -71282.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71292.000000 Penalty: 620.322937
	Iteration 9Q: 3 clusters Score -71292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -71295.242188 Penalty: 620.322937
	Iteration 10Q: 3 clusters Score -71295.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71299.328125 Penalty: 620.322937
	Iteration 11Q: 3 clusters Score -71299.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71304.632812 Penalty: 620.322937
	Iteration 12Q: 3 clusters Score -71304.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71306.351562 Penalty: 620.322937
	Iteration 13Q: 3 clusters Score -71306.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71306.398438 Penalty: 620.322937
	Iteration 14Q: 3 clusters Score -71306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71306.398438 Penalty: 620.322937
	Iteration 15F: 3 clusters Score -71306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -377610.375000 Penalty: 383.271149
	Iteration 0F: 2 clusters Score -377610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -374489.500000 Penalty: 766.542297
	Iteration 0F: 3 clusters Score -374489.5 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375657.562500 Penalty: 766.542297
	Iteration 1F: 3 clusters Score -375657.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -375816.500000 Penalty: 766.542297
	Iteration 2F: 3 clusters Score -375816.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -376017.843750 Penalty: 766.542297
	Iteration 3F: 3 clusters Score -376017.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376292.625000 Penalty: 766.542297
	Iteration 4F: 3 clusters Score -376292.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -376602.000000 Penalty: 766.542297
	Iteration 5F: 3 clusters Score -376602 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -376882.812500 Penalty: 766.542297
	Iteration 6F: 3 clusters Score -376882.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -377069.562500 Penalty: 766.542297
	Iteration 7Q: 3 clusters Score -377069.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -377171.343750 Penalty: 766.542297
	Iteration 8Q: 3 clusters Score -377171.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -377217.281250 Penalty: 766.542297
	Iteration 9Q: 3 clusters Score -377217.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -377245.656250 Penalty: 766.542297
	Iteration 10Q: 3 clusters Score -377245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -377254.781250 Penalty: 766.542297
	Iteration 11Q: 3 clusters Score -377254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -377254.781250 Penalty: 766.542297
	Iteration 12F: 3 clusters Score -377254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11498.541016 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11498.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11667.053711 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11667.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11769.231445 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11769.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11807.228516 Penalty: 494.070465
	Iteration 3F: 3 clusters Score -11807.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11817.391602 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11817.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11819.560547 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11819.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11823.813477 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11823.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11823.813477 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11823.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 122 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 106 members 
Entering Unmasked Estep 
Score: -42183448.000000 Penalty: 48154.914062
Splitting cluster 55 changes total score from -42183812.000000 to -42183448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 56 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -156755.484375 Penalty: 346.361328
	Iteration 0F: 2 clusters Score -156755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155302.359375 Penalty: 692.722656
	Iteration 0F: 3 clusters Score -155302.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -155825.953125 Penalty: 692.722656
	Iteration 1F: 3 clusters Score -155826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -155966.953125 Penalty: 692.722656
	Iteration 2F: 3 clusters Score -155967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -156117.984375 Penalty: 692.722656
	Iteration 3F: 3 clusters Score -156118 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -156235.015625 Penalty: 692.722656
	Iteration 4F: 3 clusters Score -156235 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -156310.875000 Penalty: 692.722656
	Iteration 5F: 3 clusters Score -156310.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -156355.750000 Penalty: 692.722656
	Iteration 6Q: 3 clusters Score -156355.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -156384.843750 Penalty: 692.722656
	Iteration 7Q: 3 clusters Score -156384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -156400.593750 Penalty: 692.722656
	Iteration 8Q: 3 clusters Score -156400.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -156412.312500 Penalty: 692.722656
	Iteration 9Q: 3 clusters Score -156412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -156417.968750 Penalty: 692.722656
	Iteration 10Q: 3 clusters Score -156418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -156423.937500 Penalty: 692.722656
	Iteration 11Q: 3 clusters Score -156423.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -156428.906250 Penalty: 692.722656
	Iteration 12Q: 3 clusters Score -156428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -156432.390625 Penalty: 692.722656
	Iteration 13Q: 3 clusters Score -156432.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -156435.062500 Penalty: 692.722656
	Iteration 14Q: 3 clusters Score -156435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -156438.390625 Penalty: 692.722656
	Iteration 15Q: 3 clusters Score -156438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -156439.859375 Penalty: 692.722656
	Iteration 16Q: 3 clusters Score -156439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -156440.359375 Penalty: 692.722656
	Iteration 17Q: 3 clusters Score -156440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -156441.156250 Penalty: 692.722656
	Iteration 18Q: 3 clusters Score -156441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -156442.359375 Penalty: 692.722656
	Iteration 19Q: 3 clusters Score -156442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -156444.500000 Penalty: 692.722656
	Iteration 20F: 3 clusters Score -156444.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -156446.671875 Penalty: 692.722656
	Iteration 21Q: 3 clusters Score -156446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -156447.031250 Penalty: 692.722656
	Iteration 22Q: 3 clusters Score -156447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -156448.468750 Penalty: 692.722656
	Iteration 23Q: 3 clusters Score -156448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -156449.968750 Penalty: 692.722656
	Iteration 24Q: 3 clusters Score -156450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -156450.812500 Penalty: 692.722656
	Iteration 25Q: 3 clusters Score -156450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -156453.359375 Penalty: 692.722656
	Iteration 26Q: 3 clusters Score -156453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -156458.171875 Penalty: 692.722656
	Iteration 27Q: 3 clusters Score -156458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -156471.562500 Penalty: 692.722656
	Iteration 28Q: 3 clusters Score -156471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -156491.218750 Penalty: 692.722656
	Iteration 29Q: 3 clusters Score -156491.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -156518.140625 Penalty: 692.722656
	Iteration 30Q: 3 clusters Score -156518.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -156528.781250 Penalty: 692.722656
	Iteration 31Q: 3 clusters Score -156528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -156533.750000 Penalty: 692.722656
	Iteration 32Q: 3 clusters Score -156533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -156538.906250 Penalty: 692.722656
	Iteration 33Q: 3 clusters Score -156538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -156541.875000 Penalty: 692.722656
	Iteration 34Q: 3 clusters Score -156541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -156545.093750 Penalty: 692.722656
	Iteration 35Q: 3 clusters Score -156545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -156546.484375 Penalty: 692.722656
	Iteration 36Q: 3 clusters Score -156546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -156547.265625 Penalty: 692.722656
	Iteration 37Q: 3 clusters Score -156547.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -156547.265625 Penalty: 692.722656
	Iteration 38F: 3 clusters Score -156547.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 123 members 
Entering Unmasked Estep 
Score: -16717.810547 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16717.81 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16784.412109 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16784.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16810.794922 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16810.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16817.019531 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16817.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16819.701172 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16820.720703 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16820.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16821.287109 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16821.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16822.021484 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16822.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16822.021484 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -16822.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38744.503906 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38744.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38868.453125 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38868.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38905.214844 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38905.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38924.679688 Penalty: 572.701172
	Iteration 3F: 3 clusters Score -38924.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38942.726562 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38942.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38955.328125 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38955.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38970.644531 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38970.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38983.242188 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38983.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38991.406250 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38991.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38997.863281 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38997.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39010.027344 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -39010.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39017.859375 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -39017.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39022.777344 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -39022.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39024.296875 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -39024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39026.531250 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -39026.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39027.292969 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -39027.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -39027.292969 Penalty: 572.701172
	Iteration 16F: 3 clusters Score -39027.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -142896.921875 Penalty: 340.691895
	Iteration 0F: 2 clusters Score -142896.9 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 905 members 
Entering Unmasked Estep 
Score: -141560.796875 Penalty: 681.383789
	Iteration 0F: 3 clusters Score -141560.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141983.843750 Penalty: 681.383789
	Iteration 1F: 3 clusters Score -141983.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -142051.875000 Penalty: 681.383789
	Iteration 2F: 3 clusters Score -142051.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -142096.593750 Penalty: 681.383789
	Iteration 3F: 3 clusters Score -142096.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -142121.015625 Penalty: 681.383789
	Iteration 4Q: 3 clusters Score -142121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -142143.093750 Penalty: 681.383789
	Iteration 5Q: 3 clusters Score -142143.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -142172.031250 Penalty: 681.383789
	Iteration 6Q: 3 clusters Score -142172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -142209.390625 Penalty: 681.383789
	Iteration 7Q: 3 clusters Score -142209.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -142242.078125 Penalty: 681.383789
	Iteration 8Q: 3 clusters Score -142242.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -142280.109375 Penalty: 681.383789
	Iteration 9Q: 3 clusters Score -142280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -142318.484375 Penalty: 681.383789
	Iteration 10Q: 3 clusters Score -142318.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -142348.187500 Penalty: 681.383789
	Iteration 11Q: 3 clusters Score -142348.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -142369.328125 Penalty: 681.383789
	Iteration 12Q: 3 clusters Score -142369.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -142397.203125 Penalty: 681.383789
	Iteration 13Q: 3 clusters Score -142397.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -142420.531250 Penalty: 681.383789
	Iteration 14Q: 3 clusters Score -142420.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -142442.046875 Penalty: 681.383789
	Iteration 15Q: 3 clusters Score -142442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -142460.156250 Penalty: 681.383789
	Iteration 16Q: 3 clusters Score -142460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -142471.609375 Penalty: 681.383789
	Iteration 17Q: 3 clusters Score -142471.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -142479.421875 Penalty: 681.383789
	Iteration 18Q: 3 clusters Score -142479.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -142484.328125 Penalty: 681.383789
	Iteration 19Q: 3 clusters Score -142484.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -142494.484375 Penalty: 681.383789
	Iteration 20F: 3 clusters Score -142494.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -142502.843750 Penalty: 681.383789
	Iteration 21Q: 3 clusters Score -142502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -142510.296875 Penalty: 681.383789
	Iteration 22Q: 3 clusters Score -142510.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -142519.453125 Penalty: 681.383789
	Iteration 23Q: 3 clusters Score -142519.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -142527.937500 Penalty: 681.383789
	Iteration 24Q: 3 clusters Score -142527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -142533.500000 Penalty: 681.383789
	Iteration 25Q: 3 clusters Score -142533.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -142540.781250 Penalty: 681.383789
	Iteration 26Q: 3 clusters Score -142540.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -142549.359375 Penalty: 681.383789
	Iteration 27Q: 3 clusters Score -142549.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -142556.015625 Penalty: 681.383789
	Iteration 28Q: 3 clusters Score -142556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -142562.640625 Penalty: 681.383789
	Iteration 29Q: 3 clusters Score -142562.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -142566.890625 Penalty: 681.383789
	Iteration 30Q: 3 clusters Score -142566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -142570.593750 Penalty: 681.383789
	Iteration 31Q: 3 clusters Score -142570.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -142574.500000 Penalty: 681.383789
	Iteration 32Q: 3 clusters Score -142574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -142577.500000 Penalty: 681.383789
	Iteration 33Q: 3 clusters Score -142577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -142580.171875 Penalty: 681.383789
	Iteration 34Q: 3 clusters Score -142580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -142584.140625 Penalty: 681.383789
	Iteration 35Q: 3 clusters Score -142584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -142585.187500 Penalty: 681.383789
	Iteration 36Q: 3 clusters Score -142585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -142585.671875 Penalty: 681.383789
	Iteration 37Q: 3 clusters Score -142585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -142585.671875 Penalty: 681.383789
	Iteration 38F: 3 clusters Score -142585.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Entering Unmasked Estep 
Score: -1659635.500000 Penalty: 451.616638
	Iteration 0F: 2 clusters Score -1659636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1646086.000000 Penalty: 903.233276
	Iteration 0F: 3 clusters Score -1646086 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1651789.000000 Penalty: 903.233276
	Iteration 1F: 3 clusters Score -1651789 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1652110.375000 Penalty: 903.233276
	Iteration 2Q: 3 clusters Score -1652110 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1652494.000000 Penalty: 903.233276
	Iteration 3Q: 3 clusters Score -1652494 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1652945.125000 Penalty: 903.233276
	Iteration 4Q: 3 clusters Score -1652945 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1653569.625000 Penalty: 903.233276
	Iteration 5F: 3 clusters Score -1653570 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1654366.875000 Penalty: 903.233276
	Iteration 6F: 3 clusters Score -1654367 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1655327.500000 Penalty: 903.233276
	Iteration 7F: 3 clusters Score -1655328 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1656334.625000 Penalty: 903.233276
	Iteration 8F: 3 clusters Score -1656335 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1656968.125000 Penalty: 903.233276
	Iteration 9Q: 3 clusters Score -1656968 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1657278.125000 Penalty: 903.233276
	Iteration 10Q: 3 clusters Score -1657278 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1657486.875000 Penalty: 903.233276
	Iteration 11Q: 3 clusters Score -1657487 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1657658.500000 Penalty: 903.233276
	Iteration 12Q: 3 clusters Score -1657658 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1657836.875000 Penalty: 903.233276
	Iteration 13Q: 3 clusters Score -1657837 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1658019.750000 Penalty: 903.233276
	Iteration 14Q: 3 clusters Score -1658020 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1658181.750000 Penalty: 903.233276
	Iteration 15Q: 3 clusters Score -1658182 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1658322.875000 Penalty: 903.233276
	Iteration 16Q: 3 clusters Score -1658323 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1658458.250000 Penalty: 903.233276
	Iteration 17Q: 3 clusters Score -1658458 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1658605.500000 Penalty: 903.233276
	Iteration 18Q: 3 clusters Score -1658606 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1658728.500000 Penalty: 903.233276
	Iteration 19Q: 3 clusters Score -1658728 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1658829.750000 Penalty: 903.233276
	Iteration 20F: 3 clusters Score -1658830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1658916.375000 Penalty: 903.233276
	Iteration 21Q: 3 clusters Score -1658916 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1658995.125000 Penalty: 903.233276
	Iteration 22Q: 3 clusters Score -1658995 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1659062.625000 Penalty: 903.233276
	Iteration 23Q: 3 clusters Score -1659063 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1659112.500000 Penalty: 903.233276
	Iteration 24Q: 3 clusters Score -1659112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1659163.750000 Penalty: 903.233276
	Iteration 25Q: 3 clusters Score -1659164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1659202.750000 Penalty: 903.233276
	Iteration 26Q: 3 clusters Score -1659203 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1659229.375000 Penalty: 903.233276
	Iteration 27Q: 3 clusters Score -1659229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1659253.750000 Penalty: 903.233276
	Iteration 28Q: 3 clusters Score -1659254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1659277.000000 Penalty: 903.233276
	Iteration 29Q: 3 clusters Score -1659277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1659299.375000 Penalty: 903.233276
	Iteration 30Q: 3 clusters Score -1659299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1659307.625000 Penalty: 903.233276
	Iteration 31Q: 3 clusters Score -1659308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1659319.500000 Penalty: 903.233276
	Iteration 32Q: 3 clusters Score -1659320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1659325.375000 Penalty: 903.233276
	Iteration 33Q: 3 clusters Score -1659325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1659337.000000 Penalty: 903.233276
	Iteration 34Q: 3 clusters Score -1659337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1659339.250000 Penalty: 903.233276
	Iteration 35Q: 3 clusters Score -1659339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1659337.875000 Penalty: 903.233276
	Iteration 36Q: 3 clusters Score -1659338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1659340.875000 Penalty: 903.233276
	Iteration 37Q: 3 clusters Score -1659341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1659342.875000 Penalty: 903.233276
	Iteration 38Q: 3 clusters Score -1659343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1659345.000000 Penalty: 903.233276
	Iteration 39Q: 3 clusters Score -1659345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1659343.875000 Penalty: 903.233276
	Iteration 40F: 3 clusters Score -1659344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1659343.250000 Penalty: 903.233276
	Iteration 41Q: 3 clusters Score -1659343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1659341.375000 Penalty: 903.233276
	Iteration 42Q: 3 clusters Score -1659341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1659340.750000 Penalty: 903.233276
	Iteration 43Q: 3 clusters Score -1659341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1659345.125000 Penalty: 903.233276
	Iteration 44Q: 3 clusters Score -1659345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1659343.750000 Penalty: 903.233276
	Iteration 45Q: 3 clusters Score -1659344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1659344.250000 Penalty: 903.233276
	Iteration 46Q: 3 clusters Score -1659344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1659340.375000 Penalty: 903.233276
	Iteration 47Q: 3 clusters Score -1659340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1659341.875000 Penalty: 903.233276
	Iteration 48Q: 3 clusters Score -1659342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1659339.875000 Penalty: 903.233276
	Iteration 49Q: 3 clusters Score -1659340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1659337.750000 Penalty: 903.233276
	Iteration 50Q: 3 clusters Score -1659338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1659333.750000 Penalty: 903.233276
	Iteration 51Q: 3 clusters Score -1659334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1659337.750000 Penalty: 903.233276
	Iteration 52Q: 3 clusters Score -1659338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1659339.375000 Penalty: 903.233276
	Iteration 53Q: 3 clusters Score -1659339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1659338.375000 Penalty: 903.233276
	Iteration 54Q: 3 clusters Score -1659338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1659336.875000 Penalty: 903.233276
	Iteration 55Q: 3 clusters Score -1659337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1659335.250000 Penalty: 903.233276
	Iteration 56Q: 3 clusters Score -1659335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1659339.875000 Penalty: 903.233276
	Iteration 57Q: 3 clusters Score -1659340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1659339.250000 Penalty: 903.233276
	Iteration 58Q: 3 clusters Score -1659339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1659336.625000 Penalty: 903.233276
	Iteration 59Q: 3 clusters Score -1659337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1659336.500000 Penalty: 903.233276
	Iteration 60F: 3 clusters Score -1659336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1659338.000000 Penalty: 903.233276
	Iteration 61Q: 3 clusters Score -1659338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1659337.875000 Penalty: 903.233276
	Iteration 62Q: 3 clusters Score -1659338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1659337.000000 Penalty: 903.233276
	Iteration 63Q: 3 clusters Score -1659337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1659337.000000 Penalty: 903.233276
	Iteration 64F: 3 clusters Score -1659337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -267817.125000 Penalty: 368.543549
	Iteration 0F: 2 clusters Score -267817.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -265580.718750 Penalty: 737.087097
	Iteration 0F: 3 clusters Score -265580.7 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -266353.593750 Penalty: 737.087097
	Iteration 1F: 3 clusters Score -266353.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -266524.250000 Penalty: 737.087097
	Iteration 2F: 3 clusters Score -266524.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -266731.562500 Penalty: 737.087097
	Iteration 3F: 3 clusters Score -266731.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -266958.281250 Penalty: 737.087097
	Iteration 4F: 3 clusters Score -266958.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -267144.500000 Penalty: 737.087097
	Iteration 5F: 3 clusters Score -267144.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -267282.906250 Penalty: 737.087097
	Iteration 6Q: 3 clusters Score -267282.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -267365.156250 Penalty: 737.087097
	Iteration 7Q: 3 clusters Score -267365.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -267409.906250 Penalty: 737.087097
	Iteration 8Q: 3 clusters Score -267409.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -267429.625000 Penalty: 737.087097
	Iteration 9Q: 3 clusters Score -267429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -267438.906250 Penalty: 737.087097
	Iteration 10Q: 3 clusters Score -267438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -267447.125000 Penalty: 737.087097
	Iteration 11Q: 3 clusters Score -267447.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -267454.062500 Penalty: 737.087097
	Iteration 12Q: 3 clusters Score -267454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -267462.500000 Penalty: 737.087097
	Iteration 13Q: 3 clusters Score -267462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -267473.062500 Penalty: 737.087097
	Iteration 14Q: 3 clusters Score -267473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -267476.218750 Penalty: 737.087097
	Iteration 15Q: 3 clusters Score -267476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -267476.875000 Penalty: 737.087097
	Iteration 16Q: 3 clusters Score -267476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -267476.875000 Penalty: 737.087097
	Iteration 17F: 3 clusters Score -267476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -237729.359375 Penalty: 367.283051
	Iteration 0F: 2 clusters Score -237729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -235484.609375 Penalty: 734.566101
	Iteration 0F: 3 clusters Score -235484.6 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -236323.203125 Penalty: 734.566101
	Iteration 1F: 3 clusters Score -236323.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -236413.625000 Penalty: 734.566101
	Iteration 2F: 3 clusters Score -236413.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -236492.250000 Penalty: 734.566101
	Iteration 3F: 3 clusters Score -236492.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -236562.593750 Penalty: 734.566101
	Iteration 4Q: 3 clusters Score -236562.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -236625.578125 Penalty: 734.566101
	Iteration 5Q: 3 clusters Score -236625.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -236715.578125 Penalty: 734.566101
	Iteration 6Q: 3 clusters Score -236715.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -236838.875000 Penalty: 734.566101
	Iteration 7Q: 3 clusters Score -236838.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -236951.703125 Penalty: 734.566101
	Iteration 8Q: 3 clusters Score -236951.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237044.687500 Penalty: 734.566101
	Iteration 9Q: 3 clusters Score -237044.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237093.125000 Penalty: 734.566101
	Iteration 10Q: 3 clusters Score -237093.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237123.562500 Penalty: 734.566101
	Iteration 11Q: 3 clusters Score -237123.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -237141.843750 Penalty: 734.566101
	Iteration 12Q: 3 clusters Score -237141.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237159.109375 Penalty: 734.566101
	Iteration 13Q: 3 clusters Score -237159.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -237172.343750 Penalty: 734.566101
	Iteration 14Q: 3 clusters Score -237172.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -237192.281250 Penalty: 734.566101
	Iteration 15Q: 3 clusters Score -237192.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237214.312500 Penalty: 734.566101
	Iteration 16Q: 3 clusters Score -237214.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -237241.046875 Penalty: 734.566101
	Iteration 17Q: 3 clusters Score -237241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -237262.078125 Penalty: 734.566101
	Iteration 18Q: 3 clusters Score -237262.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -237283.765625 Penalty: 734.566101
	Iteration 19Q: 3 clusters Score -237283.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -237304.125000 Penalty: 734.566101
	Iteration 20F: 3 clusters Score -237304.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -237317.375000 Penalty: 734.566101
	Iteration 21Q: 3 clusters Score -237317.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -237325.156250 Penalty: 734.566101
	Iteration 22Q: 3 clusters Score -237325.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -237333.546875 Penalty: 734.566101
	Iteration 23Q: 3 clusters Score -237333.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -237339.640625 Penalty: 734.566101
	Iteration 24Q: 3 clusters Score -237339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -237348.812500 Penalty: 734.566101
	Iteration 25Q: 3 clusters Score -237348.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -237357.593750 Penalty: 734.566101
	Iteration 26Q: 3 clusters Score -237357.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -237365.375000 Penalty: 734.566101
	Iteration 27Q: 3 clusters Score -237365.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -237373.343750 Penalty: 734.566101
	Iteration 28Q: 3 clusters Score -237373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -237380.718750 Penalty: 734.566101
	Iteration 29Q: 3 clusters Score -237380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -237386.062500 Penalty: 734.566101
	Iteration 30Q: 3 clusters Score -237386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -237389.781250 Penalty: 734.566101
	Iteration 31Q: 3 clusters Score -237389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -237394.062500 Penalty: 734.566101
	Iteration 32Q: 3 clusters Score -237394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -237399.765625 Penalty: 734.566101
	Iteration 33Q: 3 clusters Score -237399.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -237402.859375 Penalty: 734.566101
	Iteration 34Q: 3 clusters Score -237402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -237405.218750 Penalty: 734.566101
	Iteration 35Q: 3 clusters Score -237405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -237408.765625 Penalty: 734.566101
	Iteration 36Q: 3 clusters Score -237408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -237410.562500 Penalty: 734.566101
	Iteration 37Q: 3 clusters Score -237410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -237413.828125 Penalty: 734.566101
	Iteration 38Q: 3 clusters Score -237413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -237415.484375 Penalty: 734.566101
	Iteration 39Q: 3 clusters Score -237415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -237417.484375 Penalty: 734.566101
	Iteration 40F: 3 clusters Score -237417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -237419.562500 Penalty: 734.566101
	Iteration 41Q: 3 clusters Score -237419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -237421.250000 Penalty: 734.566101
	Iteration 42Q: 3 clusters Score -237421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -237426.234375 Penalty: 734.566101
	Iteration 43Q: 3 clusters Score -237426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -237428.750000 Penalty: 734.566101
	Iteration 44Q: 3 clusters Score -237428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -237430.984375 Penalty: 734.566101
	Iteration 45Q: 3 clusters Score -237431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -237432.906250 Penalty: 734.566101
	Iteration 46Q: 3 clusters Score -237432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -237434.515625 Penalty: 734.566101
	Iteration 47Q: 3 clusters Score -237434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -237436.859375 Penalty: 734.566101
	Iteration 48Q: 3 clusters Score -237436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -237437.781250 Penalty: 734.566101
	Iteration 49Q: 3 clusters Score -237437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -237438.968750 Penalty: 734.566101
	Iteration 50Q: 3 clusters Score -237439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -237438.968750 Penalty: 734.566101
	Iteration 51F: 3 clusters Score -237439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5576.702637 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5576.703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5644.153809 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5644.154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5659.550293 Penalty: 454.746338
	Iteration 2Q: 3 clusters Score -5659.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5663.897461 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5663.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5663.897461 Penalty: 454.746338
	Iteration 4F: 3 clusters Score -5663.897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -289295.656250 Penalty: 370.964325
	Iteration 0F: 2 clusters Score -289295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286898.187500 Penalty: 741.928650
	Iteration 0F: 3 clusters Score -286898.2 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -287724.187500 Penalty: 741.928650
	Iteration 1F: 3 clusters Score -287724.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287822.500000 Penalty: 741.928650
	Iteration 2F: 3 clusters Score -287822.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -287899.468750 Penalty: 741.928650
	Iteration 3F: 3 clusters Score -287899.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -287985.000000 Penalty: 741.928650
	Iteration 4Q: 3 clusters Score -287985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -288117.468750 Penalty: 741.928650
	Iteration 5Q: 3 clusters Score -288117.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -288328.375000 Penalty: 741.928650
	Iteration 6F: 3 clusters Score -288328.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -288592.656250 Penalty: 741.928650
	Iteration 7F: 3 clusters Score -288592.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -288744.437500 Penalty: 741.928650
	Iteration 8Q: 3 clusters Score -288744.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -288826.812500 Penalty: 741.928650
	Iteration 9Q: 3 clusters Score -288826.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -288867.875000 Penalty: 741.928650
	Iteration 10Q: 3 clusters Score -288867.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -288895.093750 Penalty: 741.928650
	Iteration 11Q: 3 clusters Score -288895.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -288912.843750 Penalty: 741.928650
	Iteration 12Q: 3 clusters Score -288912.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -288923.156250 Penalty: 741.928650
	Iteration 13Q: 3 clusters Score -288923.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -288924.500000 Penalty: 741.928650
	Iteration 14Q: 3 clusters Score -288924.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -288929.750000 Penalty: 741.928650
	Iteration 15Q: 3 clusters Score -288929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -288929.250000 Penalty: 741.928650
	Iteration 16Q: 3 clusters Score -288929.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -288934.343750 Penalty: 741.928650
	Iteration 17Q: 3 clusters Score -288934.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -288932.437500 Penalty: 741.928650
	Iteration 18Q: 3 clusters Score -288932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -288935.093750 Penalty: 741.928650
	Iteration 19Q: 3 clusters Score -288935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -288934.406250 Penalty: 741.928650
	Iteration 20F: 3 clusters Score -288934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -288933.437500 Penalty: 741.928650
	Iteration 21Q: 3 clusters Score -288933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -288936.125000 Penalty: 741.928650
	Iteration 22Q: 3 clusters Score -288936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -288935.343750 Penalty: 741.928650
	Iteration 23Q: 3 clusters Score -288935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -288935.343750 Penalty: 741.928650
	Iteration 24F: 3 clusters Score -288935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.437500 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -64929.363281 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64929.36 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65211.316406 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65211.32 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65291.785156 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65291.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65341.550781 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -65341.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -65382.277344 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -65382.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65418.167969 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -65418.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -65447.949219 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65447.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65464.167969 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65464.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65478.222656 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65478.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65490.789062 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65490.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65499.457031 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65499.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65502.421875 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65502.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -65508.617188 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65508.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -65512.789062 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65512.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65516.585938 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65516.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65520.531250 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65520.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65524.140625 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -65524.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -65527.394531 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -65527.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -65535.984375 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -65535.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65558.101562 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -65558.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65575.976562 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -65575.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65581.296875 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -65581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65583.609375 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -65583.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65585.070312 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -65585.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65585.859375 Penalty: 624.129395
	Iteration 24Q: 3 clusters Score -65585.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -65585.984375 Penalty: 624.129395
	Iteration 25Q: 3 clusters Score -65585.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65586.703125 Penalty: 624.129395
	Iteration 26Q: 3 clusters Score -65586.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65586.703125 Penalty: 624.129395
	Iteration 27F: 3 clusters Score -65586.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (14348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Entering Unmasked Estep 
Score: -1174954.375000 Penalty: 435.497131
	Iteration 0F: 2 clusters Score -1174954 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 7274 members 
Entering Unmasked Estep 
Score: -1165409.250000 Penalty: 870.994263
	Iteration 0F: 3 clusters Score -1165409 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1169726.375000 Penalty: 870.994263
	Iteration 1F: 3 clusters Score -1169726 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1170366.250000 Penalty: 870.994263
	Iteration 2F: 3 clusters Score -1170366 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1171252.250000 Penalty: 870.994263
	Iteration 3F: 3 clusters Score -1171252 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1172238.875000 Penalty: 870.994263
	Iteration 4F: 3 clusters Score -1172239 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1173190.500000 Penalty: 870.994263
	Iteration 5F: 3 clusters Score -1173190 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1173911.875000 Penalty: 870.994263
	Iteration 6F: 3 clusters Score -1173912 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1174253.750000 Penalty: 870.994263
	Iteration 7Q: 3 clusters Score -1174254 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1174399.625000 Penalty: 870.994263
	Iteration 8Q: 3 clusters Score -1174400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1174476.875000 Penalty: 870.994263
	Iteration 9Q: 3 clusters Score -1174477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1174518.750000 Penalty: 870.994263
	Iteration 10Q: 3 clusters Score -1174519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1174544.625000 Penalty: 870.994263
	Iteration 11Q: 3 clusters Score -1174545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1174564.875000 Penalty: 870.994263
	Iteration 12Q: 3 clusters Score -1174565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1174577.125000 Penalty: 870.994263
	Iteration 13Q: 3 clusters Score -1174577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1174583.625000 Penalty: 870.994263
	Iteration 14Q: 3 clusters Score -1174584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1174585.000000 Penalty: 870.994263
	Iteration 15Q: 3 clusters Score -1174585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1174585.000000 Penalty: 870.994263
	Iteration 16F: 3 clusters Score -1174585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -69546.171875 Penalty: 305.328796
	Iteration 0F: 2 clusters Score -69546.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68830.992188 Penalty: 610.657593
	Iteration 0F: 3 clusters Score -68830.99 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69016.585938 Penalty: 610.657593
	Iteration 1F: 3 clusters Score -69016.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69060.429688 Penalty: 610.657593
	Iteration 2F: 3 clusters Score -69060.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69087.007812 Penalty: 610.657593
	Iteration 3F: 3 clusters Score -69087.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69132.687500 Penalty: 610.657593
	Iteration 4Q: 3 clusters Score -69132.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69152.429688 Penalty: 610.657593
	Iteration 5Q: 3 clusters Score -69152.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69171.640625 Penalty: 610.657593
	Iteration 6Q: 3 clusters Score -69171.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69180.718750 Penalty: 610.657593
	Iteration 7Q: 3 clusters Score -69180.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69187.828125 Penalty: 610.657593
	Iteration 8Q: 3 clusters Score -69187.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69196.914062 Penalty: 610.657593
	Iteration 9Q: 3 clusters Score -69196.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -69210.882812 Penalty: 610.657593
	Iteration 10Q: 3 clusters Score -69210.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69221.960938 Penalty: 610.657593
	Iteration 11Q: 3 clusters Score -69221.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69237.226562 Penalty: 610.657593
	Iteration 12Q: 3 clusters Score -69237.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69243.757812 Penalty: 610.657593
	Iteration 13Q: 3 clusters Score -69243.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69244.679688 Penalty: 610.657593
	Iteration 14Q: 3 clusters Score -69244.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -69248.164062 Penalty: 610.657593
	Iteration 15Q: 3 clusters Score -69248.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -69250.796875 Penalty: 610.657593
	Iteration 16Q: 3 clusters Score -69250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -69252.734375 Penalty: 610.657593
	Iteration 17Q: 3 clusters Score -69252.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -69257.273438 Penalty: 610.657593
	Iteration 18Q: 3 clusters Score -69257.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -69260.531250 Penalty: 610.657593
	Iteration 19Q: 3 clusters Score -69260.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -69262.781250 Penalty: 610.657593
	Iteration 20F: 3 clusters Score -69262.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -69264.570312 Penalty: 610.657593
	Iteration 21Q: 3 clusters Score -69264.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -69273.390625 Penalty: 610.657593
	Iteration 22Q: 3 clusters Score -69273.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -69274.718750 Penalty: 610.657593
	Iteration 23Q: 3 clusters Score -69274.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69274.859375 Penalty: 610.657593
	Iteration 24Q: 3 clusters Score -69274.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -69274.859375 Penalty: 610.657593
	Iteration 25F: 3 clusters Score -69274.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 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 148 members 
Entering Unmasked Estep 
Score: -18944.072266 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18944.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19058.781250 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19058.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19109.126953 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19109.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19170.041016 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19170.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19229.679688 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -19229.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19284.158203 Penalty: 522.904541
	Iteration 5F: 3 clusters Score -19284.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19293.078125 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19293.08 nChanged 3
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: -19295.847656 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19295.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19300.757812 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19300.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19303.560547 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19303.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19307.376953 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19307.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19308.519531 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19308.52 nChanged 1
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: -19308.734375 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19308.73 nChanged 0
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: -19308.734375 Penalty: 522.904541
	Iteration 13F: 3 clusters Score -19308.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 118 members 
Entering Unmasked Estep 
Score: -12573.390625 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12573.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12654.431641 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12654.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12681.047852 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12681.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12696.566406 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12696.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12700.099609 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12701.891602 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12701.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12704.994141 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12704.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12709.848633 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12709.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12715.292969 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12715.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12721.821289 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12721.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12729.063477 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -12729.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12749.930664 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -12749.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12771.587891 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -12771.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12782.360352 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -12782.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12788.494141 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -12788.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12793.765625 Penalty: 503.897430
	Iteration 15Q: 3 clusters Score -12793.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12796.381836 Penalty: 503.897430
	Iteration 16Q: 3 clusters Score -12796.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12797.169922 Penalty: 503.897430
	Iteration 17Q: 3 clusters Score -12797.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12797.169922 Penalty: 503.897430
	Iteration 18F: 3 clusters Score -12797.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (24366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Entering Unmasked Estep 
Score: -1985922.125000 Penalty: 459.592926
	Iteration 0F: 2 clusters Score -1985922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1970523.750000 Penalty: 919.185852
	Iteration 0F: 3 clusters Score -1970524 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1979077.000000 Penalty: 919.185852
	Iteration 1F: 3 clusters Score -1979077 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1980792.125000 Penalty: 919.185852
	Iteration 2F: 3 clusters Score -1980792 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1982554.750000 Penalty: 919.185852
	Iteration 3F: 3 clusters Score -1982555 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1983522.750000 Penalty: 919.185852
	Iteration 4F: 3 clusters Score -1983523 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1983946.375000 Penalty: 919.185852
	Iteration 5Q: 3 clusters Score -1983946 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1984237.125000 Penalty: 919.185852
	Iteration 6Q: 3 clusters Score -1984237 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1984501.375000 Penalty: 919.185852
	Iteration 7Q: 3 clusters Score -1984501 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1984706.500000 Penalty: 919.185852
	Iteration 8Q: 3 clusters Score -1984706 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1984937.125000 Penalty: 919.185852
	Iteration 9Q: 3 clusters Score -1984937 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1985111.875000 Penalty: 919.185852
	Iteration 10Q: 3 clusters Score -1985112 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1985279.000000 Penalty: 919.185852
	Iteration 11Q: 3 clusters Score -1985279 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1985414.250000 Penalty: 919.185852
	Iteration 12Q: 3 clusters Score -1985414 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1985488.750000 Penalty: 919.185852
	Iteration 13Q: 3 clusters Score -1985489 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1985522.125000 Penalty: 919.185852
	Iteration 14Q: 3 clusters Score -1985522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1985546.125000 Penalty: 919.185852
	Iteration 15Q: 3 clusters Score -1985546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1985556.875000 Penalty: 919.185852
	Iteration 16Q: 3 clusters Score -1985557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1985553.250000 Penalty: 919.185852
	Iteration 17Q: 3 clusters Score -1985553 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1985551.125000 Penalty: 919.185852
	Iteration 18Q: 3 clusters Score -1985551 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1985551.375000 Penalty: 919.185852
	Iteration 19Q: 3 clusters Score -1985551 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1985607.625000 Penalty: 919.185852
	Iteration 20F: 3 clusters Score -1985608 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1985618.125000 Penalty: 919.185852
	Iteration 21Q: 3 clusters Score -1985618 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1985634.625000 Penalty: 919.185852
	Iteration 22Q: 3 clusters Score -1985635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1985633.375000 Penalty: 919.185852
	Iteration 23Q: 3 clusters Score -1985633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1985628.750000 Penalty: 919.185852
	Iteration 24Q: 3 clusters Score -1985629 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1985627.000000 Penalty: 919.185852
	Iteration 25Q: 3 clusters Score -1985627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1985620.875000 Penalty: 919.185852
	Iteration 26Q: 3 clusters Score -1985621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1985613.375000 Penalty: 919.185852
	Iteration 27Q: 3 clusters Score -1985613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1985627.125000 Penalty: 919.185852
	Iteration 28Q: 3 clusters Score -1985627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1985626.875000 Penalty: 919.185852
	Iteration 29Q: 3 clusters Score -1985627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1985633.250000 Penalty: 919.185852
	Iteration 30Q: 3 clusters Score -1985633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1985628.375000 Penalty: 919.185852
	Iteration 31Q: 3 clusters Score -1985628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1985627.500000 Penalty: 919.185852
	Iteration 32Q: 3 clusters Score -1985628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1985633.875000 Penalty: 919.185852
	Iteration 33Q: 3 clusters Score -1985634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1985625.125000 Penalty: 919.185852
	Iteration 34Q: 3 clusters Score -1985625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1985610.125000 Penalty: 919.185852
	Iteration 35Q: 3 clusters Score -1985610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1985604.875000 Penalty: 919.185852
	Iteration 36Q: 3 clusters Score -1985605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1985618.750000 Penalty: 919.185852
	Iteration 37Q: 3 clusters Score -1985619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1985620.750000 Penalty: 919.185852
	Iteration 38Q: 3 clusters Score -1985621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1985637.750000 Penalty: 919.185852
	Iteration 39Q: 3 clusters Score -1985638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1985636.875000 Penalty: 919.185852
	Iteration 40F: 3 clusters Score -1985637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1985636.875000 Penalty: 919.185852
	Iteration 41Q: 3 clusters Score -1985637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1985640.750000 Penalty: 919.185852
	Iteration 42Q: 3 clusters Score -1985641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1985655.125000 Penalty: 919.185852
	Iteration 43Q: 3 clusters Score -1985655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1985656.125000 Penalty: 919.185852
	Iteration 44Q: 3 clusters Score -1985656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1985653.875000 Penalty: 919.185852
	Iteration 45Q: 3 clusters Score -1985654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1985653.375000 Penalty: 919.185852
	Iteration 46Q: 3 clusters Score -1985653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1985657.375000 Penalty: 919.185852
	Iteration 47Q: 3 clusters Score -1985657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1985662.500000 Penalty: 919.185852
	Iteration 48Q: 3 clusters Score -1985662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1985663.000000 Penalty: 919.185852
	Iteration 49Q: 3 clusters Score -1985663 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1985671.375000 Penalty: 919.185852
	Iteration 50Q: 3 clusters Score -1985671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1985675.000000 Penalty: 919.185852
	Iteration 51Q: 3 clusters Score -1985675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1985667.875000 Penalty: 919.185852
	Iteration 52Q: 3 clusters Score -1985668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1985672.875000 Penalty: 919.185852
	Iteration 53Q: 3 clusters Score -1985673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1985688.375000 Penalty: 919.185852
	Iteration 54Q: 3 clusters Score -1985688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1985677.500000 Penalty: 919.185852
	Iteration 55Q: 3 clusters Score -1985678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1985678.250000 Penalty: 919.185852
	Iteration 56Q: 3 clusters Score -1985678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1985674.375000 Penalty: 919.185852
	Iteration 57Q: 3 clusters Score -1985674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1985681.750000 Penalty: 919.185852
	Iteration 58Q: 3 clusters Score -1985682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1985690.125000 Penalty: 919.185852
	Iteration 59Q: 3 clusters Score -1985690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1985703.250000 Penalty: 919.185852
	Iteration 60F: 3 clusters Score -1985703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1985704.125000 Penalty: 919.185852
	Iteration 61Q: 3 clusters Score -1985704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1985700.250000 Penalty: 919.185852
	Iteration 62Q: 3 clusters Score -1985700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1985703.750000 Penalty: 919.185852
	Iteration 63Q: 3 clusters Score -1985704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1985708.250000 Penalty: 919.185852
	Iteration 64Q: 3 clusters Score -1985708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1985704.000000 Penalty: 919.185852
	Iteration 65Q: 3 clusters Score -1985704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1985703.125000 Penalty: 919.185852
	Iteration 66Q: 3 clusters Score -1985703 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1985703.250000 Penalty: 919.185852
	Iteration 67Q: 3 clusters Score -1985703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1985709.875000 Penalty: 919.185852
	Iteration 68Q: 3 clusters Score -1985710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1985710.125000 Penalty: 919.185852
	Iteration 69Q: 3 clusters Score -1985710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1985699.750000 Penalty: 919.185852
	Iteration 70Q: 3 clusters Score -1985700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1985706.000000 Penalty: 919.185852
	Iteration 71Q: 3 clusters Score -1985706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1985711.500000 Penalty: 919.185852
	Iteration 72Q: 3 clusters Score -1985712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1985703.875000 Penalty: 919.185852
	Iteration 73Q: 3 clusters Score -1985704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1985706.500000 Penalty: 919.185852
	Iteration 74Q: 3 clusters Score -1985706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1985706.000000 Penalty: 919.185852
	Iteration 75Q: 3 clusters Score -1985706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1985711.250000 Penalty: 919.185852
	Iteration 76Q: 3 clusters Score -1985711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1985713.875000 Penalty: 919.185852
	Iteration 77Q: 3 clusters Score -1985714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1985710.375000 Penalty: 919.185852
	Iteration 78Q: 3 clusters Score -1985710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1985707.625000 Penalty: 919.185852
	Iteration 79Q: 3 clusters Score -1985708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1985711.000000 Penalty: 919.185852
	Iteration 80F: 3 clusters Score -1985711 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1985732.000000 Penalty: 919.185852
	Iteration 81Q: 3 clusters Score -1985732 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1985729.250000 Penalty: 919.185852
	Iteration 82Q: 3 clusters Score -1985729 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1985738.750000 Penalty: 919.185852
	Iteration 83Q: 3 clusters Score -1985739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1985739.125000 Penalty: 919.185852
	Iteration 84Q: 3 clusters Score -1985739 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1985744.875000 Penalty: 919.185852
	Iteration 85Q: 3 clusters Score -1985745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1985742.250000 Penalty: 919.185852
	Iteration 86Q: 3 clusters Score -1985742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1985746.125000 Penalty: 919.185852
	Iteration 87Q: 3 clusters Score -1985746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1985747.375000 Penalty: 919.185852
	Iteration 88Q: 3 clusters Score -1985747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1985751.750000 Penalty: 919.185852
	Iteration 89Q: 3 clusters Score -1985752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1985754.875000 Penalty: 919.185852
	Iteration 90Q: 3 clusters Score -1985755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1985751.500000 Penalty: 919.185852
	Iteration 91Q: 3 clusters Score -1985752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1985750.375000 Penalty: 919.185852
	Iteration 92Q: 3 clusters Score -1985750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1985752.000000 Penalty: 919.185852
	Iteration 93Q: 3 clusters Score -1985752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1985756.625000 Penalty: 919.185852
	Iteration 94Q: 3 clusters Score -1985757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1985759.250000 Penalty: 919.185852
	Iteration 95Q: 3 clusters Score -1985759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1985758.625000 Penalty: 919.185852
	Iteration 96Q: 3 clusters Score -1985759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1985759.250000 Penalty: 919.185852
	Iteration 97Q: 3 clusters Score -1985759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1985768.000000 Penalty: 919.185852
	Iteration 98Q: 3 clusters Score -1985768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1985768.125000 Penalty: 919.185852
	Iteration 99Q: 3 clusters Score -1985768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1985764.250000 Penalty: 919.185852
	Iteration 100F: 3 clusters Score -1985764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1985768.625000 Penalty: 919.185852
	Iteration 101Q: 3 clusters Score -1985769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1985772.625000 Penalty: 919.185852
	Iteration 102Q: 3 clusters Score -1985773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1985772.750000 Penalty: 919.185852
	Iteration 103Q: 3 clusters Score -1985773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1985771.125000 Penalty: 919.185852
	Iteration 104Q: 3 clusters Score -1985771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1985772.875000 Penalty: 919.185852
	Iteration 105Q: 3 clusters Score -1985773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1985777.500000 Penalty: 919.185852
	Iteration 106Q: 3 clusters Score -1985778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1985776.500000 Penalty: 919.185852
	Iteration 107Q: 3 clusters Score -1985776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1985777.375000 Penalty: 919.185852
	Iteration 108Q: 3 clusters Score -1985777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1985776.750000 Penalty: 919.185852
	Iteration 109Q: 3 clusters Score -1985777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1985773.250000 Penalty: 919.185852
	Iteration 110Q: 3 clusters Score -1985773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1985775.250000 Penalty: 919.185852
	Iteration 111Q: 3 clusters Score -1985775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1985776.875000 Penalty: 919.185852
	Iteration 112Q: 3 clusters Score -1985777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1985778.750000 Penalty: 919.185852
	Iteration 113Q: 3 clusters Score -1985779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1985775.500000 Penalty: 919.185852
	Iteration 114Q: 3 clusters Score -1985776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1985778.625000 Penalty: 919.185852
	Iteration 115Q: 3 clusters Score -1985779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1985776.375000 Penalty: 919.185852
	Iteration 116Q: 3 clusters Score -1985776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1985775.250000 Penalty: 919.185852
	Iteration 117Q: 3 clusters Score -1985775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1985776.000000 Penalty: 919.185852
	Iteration 118Q: 3 clusters Score -1985776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1985776.000000 Penalty: 919.185852
	Iteration 119F: 3 clusters Score -1985776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -474553.875000 Penalty: 396.385681
	Iteration 0F: 2 clusters Score -474553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -470457.656250 Penalty: 792.771362
	Iteration 0F: 3 clusters Score -470457.7 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -471953.000000 Penalty: 792.771362
	Iteration 1F: 3 clusters Score -471953 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -472044.156250 Penalty: 792.771362
	Iteration 2Q: 3 clusters Score -472044.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -472148.718750 Penalty: 792.771362
	Iteration 3Q: 3 clusters Score -472148.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -472248.656250 Penalty: 792.771362
	Iteration 4Q: 3 clusters Score -472248.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -472352.031250 Penalty: 792.771362
	Iteration 5Q: 3 clusters Score -472352 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -472499.781250 Penalty: 792.771362
	Iteration 6Q: 3 clusters Score -472499.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -472755.375000 Penalty: 792.771362
	Iteration 7F: 3 clusters Score -472755.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -473076.625000 Penalty: 792.771362
	Iteration 8F: 3 clusters Score -473076.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -473379.750000 Penalty: 792.771362
	Iteration 9F: 3 clusters Score -473379.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -473590.781250 Penalty: 792.771362
	Iteration 10Q: 3 clusters Score -473590.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -473739.375000 Penalty: 792.771362
	Iteration 11Q: 3 clusters Score -473739.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -473855.750000 Penalty: 792.771362
	Iteration 12Q: 3 clusters Score -473855.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -473923.843750 Penalty: 792.771362
	Iteration 13Q: 3 clusters Score -473923.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -473964.937500 Penalty: 792.771362
	Iteration 14Q: 3 clusters Score -473964.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -474005.531250 Penalty: 792.771362
	Iteration 15Q: 3 clusters Score -474005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -474036.593750 Penalty: 792.771362
	Iteration 16Q: 3 clusters Score -474036.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -474065.906250 Penalty: 792.771362
	Iteration 17Q: 3 clusters Score -474065.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -474096.812500 Penalty: 792.771362
	Iteration 18Q: 3 clusters Score -474096.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -474120.250000 Penalty: 792.771362
	Iteration 19Q: 3 clusters Score -474120.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -474129.468750 Penalty: 792.771362
	Iteration 20F: 3 clusters Score -474129.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -474134.437500 Penalty: 792.771362
	Iteration 21Q: 3 clusters Score -474134.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -474139.437500 Penalty: 792.771362
	Iteration 22Q: 3 clusters Score -474139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -474143.718750 Penalty: 792.771362
	Iteration 23Q: 3 clusters Score -474143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -474148.906250 Penalty: 792.771362
	Iteration 24Q: 3 clusters Score -474148.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -474156.593750 Penalty: 792.771362
	Iteration 25Q: 3 clusters Score -474156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -474162.906250 Penalty: 792.771362
	Iteration 26Q: 3 clusters Score -474162.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -474169.375000 Penalty: 792.771362
	Iteration 27Q: 3 clusters Score -474169.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -474172.906250 Penalty: 792.771362
	Iteration 28Q: 3 clusters Score -474172.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -474178.875000 Penalty: 792.771362
	Iteration 29Q: 3 clusters Score -474178.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -474184.031250 Penalty: 792.771362
	Iteration 30Q: 3 clusters Score -474184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -474190.687500 Penalty: 792.771362
	Iteration 31Q: 3 clusters Score -474190.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -474194.906250 Penalty: 792.771362
	Iteration 32Q: 3 clusters Score -474194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -474197.625000 Penalty: 792.771362
	Iteration 33Q: 3 clusters Score -474197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -474198.906250 Penalty: 792.771362
	Iteration 34Q: 3 clusters Score -474198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -474201.000000 Penalty: 792.771362
	Iteration 35Q: 3 clusters Score -474201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -474204.687500 Penalty: 792.771362
	Iteration 36Q: 3 clusters Score -474204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -474206.531250 Penalty: 792.771362
	Iteration 37Q: 3 clusters Score -474206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -474209.406250 Penalty: 792.771362
	Iteration 38Q: 3 clusters Score -474209.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -474210.531250 Penalty: 792.771362
	Iteration 39Q: 3 clusters Score -474210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -474211.968750 Penalty: 792.771362
	Iteration 40F: 3 clusters Score -474212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -474213.406250 Penalty: 792.771362
	Iteration 41Q: 3 clusters Score -474213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -474214.125000 Penalty: 792.771362
	Iteration 42Q: 3 clusters Score -474214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -474215.625000 Penalty: 792.771362
	Iteration 43Q: 3 clusters Score -474215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -474219.062500 Penalty: 792.771362
	Iteration 44Q: 3 clusters Score -474219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -474219.937500 Penalty: 792.771362
	Iteration 45Q: 3 clusters Score -474219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -474219.781250 Penalty: 792.771362
	Iteration 46Q: 3 clusters Score -474219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -474221.562500 Penalty: 792.771362
	Iteration 47Q: 3 clusters Score -474221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -474222.593750 Penalty: 792.771362
	Iteration 48Q: 3 clusters Score -474222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -474222.218750 Penalty: 792.771362
	Iteration 49Q: 3 clusters Score -474222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -474222.218750 Penalty: 792.771362
	Iteration 50F: 3 clusters Score -474222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -70354.156250 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -70354.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69607.226562 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -69607.23 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69808.929688 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -69808.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69842.039062 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -69842.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69859.367188 Penalty: 620.522095
	Iteration 3Q: 3 clusters Score -69859.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69881.500000 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -69881.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69902.593750 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -69902.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69929.625000 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -69929.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69945.242188 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -69945.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -69959.945312 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -69959.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69970.976562 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -69970.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69982.062500 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -69982.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69989.773438 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -69989.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -69996.835938 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -69996.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70003.906250 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -70003.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70008.718750 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -70008.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70013.289062 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -70013.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70015.078125 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -70015.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -70017.375000 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -70017.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -70019.023438 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -70019.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -70020.171875 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -70020.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -70020.500000 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -70020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70021.601562 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -70021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70022.664062 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -70022.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70027.250000 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -70027.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70030.671875 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -70030.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70035.320312 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -70035.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70037.890625 Penalty: 620.522095
	Iteration 26Q: 3 clusters Score -70037.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70041.367188 Penalty: 620.522095
	Iteration 27Q: 3 clusters Score -70041.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -70046.070312 Penalty: 620.522095
	Iteration 28Q: 3 clusters Score -70046.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70048.062500 Penalty: 620.522095
	Iteration 29Q: 3 clusters Score -70048.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -70051.328125 Penalty: 620.522095
	Iteration 30Q: 3 clusters Score -70051.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -70054.414062 Penalty: 620.522095
	Iteration 31Q: 3 clusters Score -70054.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -70059.882812 Penalty: 620.522095
	Iteration 32Q: 3 clusters Score -70059.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -70065.000000 Penalty: 620.522095
	Iteration 33Q: 3 clusters Score -70065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -70067.109375 Penalty: 620.522095
	Iteration 34Q: 3 clusters Score -70067.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -70067.601562 Penalty: 620.522095
	Iteration 35Q: 3 clusters Score -70067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -70068.476562 Penalty: 620.522095
	Iteration 36Q: 3 clusters Score -70068.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -70069.851562 Penalty: 620.522095
	Iteration 37Q: 3 clusters Score -70069.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -70072.820312 Penalty: 620.522095
	Iteration 38Q: 3 clusters Score -70072.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -70074.921875 Penalty: 620.522095
	Iteration 39Q: 3 clusters Score -70074.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -70078.703125 Penalty: 620.522095
	Iteration 40F: 3 clusters Score -70078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -70087.703125 Penalty: 620.522095
	Iteration 41Q: 3 clusters Score -70087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -70093.171875 Penalty: 620.522095
	Iteration 42Q: 3 clusters Score -70093.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -70098.929688 Penalty: 620.522095
	Iteration 43Q: 3 clusters Score -70098.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -70102.828125 Penalty: 620.522095
	Iteration 44Q: 3 clusters Score -70102.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -70104.492188 Penalty: 620.522095
	Iteration 45Q: 3 clusters Score -70104.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -70105.117188 Penalty: 620.522095
	Iteration 46Q: 3 clusters Score -70105.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -70105.398438 Penalty: 620.522095
	Iteration 47Q: 3 clusters Score -70105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -70105.398438 Penalty: 620.522095
	Iteration 48F: 3 clusters Score -70105.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Entering Unmasked Estep 
Score: -1366069.125000 Penalty: 442.384888
	Iteration 0F: 2 clusters Score -1366069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1354960.125000 Penalty: 884.769775
	Iteration 0F: 3 clusters Score -1354960 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1359511.500000 Penalty: 884.769775
	Iteration 1F: 3 clusters Score -1359512 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1359816.125000 Penalty: 884.769775
	Iteration 2Q: 3 clusters Score -1359816 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1360247.625000 Penalty: 884.769775
	Iteration 3Q: 3 clusters Score -1360248 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1360987.625000 Penalty: 884.769775
	Iteration 4F: 3 clusters Score -1360988 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1362159.625000 Penalty: 884.769775
	Iteration 5F: 3 clusters Score -1362160 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1363334.375000 Penalty: 884.769775
	Iteration 6F: 3 clusters Score -1363334 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1364175.375000 Penalty: 884.769775
	Iteration 7F: 3 clusters Score -1364175 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1364690.125000 Penalty: 884.769775
	Iteration 8Q: 3 clusters Score -1364690 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1364983.875000 Penalty: 884.769775
	Iteration 9Q: 3 clusters Score -1364984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1365163.000000 Penalty: 884.769775
	Iteration 10Q: 3 clusters Score -1365163 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1365287.625000 Penalty: 884.769775
	Iteration 11Q: 3 clusters Score -1365288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1365385.375000 Penalty: 884.769775
	Iteration 12Q: 3 clusters Score -1365385 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1365455.625000 Penalty: 884.769775
	Iteration 13Q: 3 clusters Score -1365456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1365519.625000 Penalty: 884.769775
	Iteration 14Q: 3 clusters Score -1365520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1365561.500000 Penalty: 884.769775
	Iteration 15Q: 3 clusters Score -1365562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1365600.375000 Penalty: 884.769775
	Iteration 16Q: 3 clusters Score -1365600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1365629.750000 Penalty: 884.769775
	Iteration 17Q: 3 clusters Score -1365630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1365644.625000 Penalty: 884.769775
	Iteration 18Q: 3 clusters Score -1365645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1365651.625000 Penalty: 884.769775
	Iteration 19Q: 3 clusters Score -1365652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1365656.375000 Penalty: 884.769775
	Iteration 20F: 3 clusters Score -1365656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1365661.875000 Penalty: 884.769775
	Iteration 21Q: 3 clusters Score -1365662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1365667.000000 Penalty: 884.769775
	Iteration 22Q: 3 clusters Score -1365667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1365667.125000 Penalty: 884.769775
	Iteration 23Q: 3 clusters Score -1365667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1365667.875000 Penalty: 884.769775
	Iteration 24Q: 3 clusters Score -1365668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1365667.500000 Penalty: 884.769775
	Iteration 25Q: 3 clusters Score -1365668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1365667.500000 Penalty: 884.769775
	Iteration 26F: 3 clusters Score -1365668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9030.087891 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9030.088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9108.577148 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9108.577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9135.198242 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9135.198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9146.151367 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9146.151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9151.399414 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9151.399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9162.819336 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9162.819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9168.270508 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9168.271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9174.388672 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9174.389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9177.873047 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -9177.873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9179.952148 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -9179.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9179.952148 Penalty: 480.771515
	Iteration 10F: 3 clusters Score -9179.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15335.836914 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15335.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15021.722656 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -15021.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15120.297852 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15153.724609 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -15153.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15180.948242 Penalty: 493.670471
	Iteration 3F: 3 clusters Score -15180.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15193.825195 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15193.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15199.344727 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -15199.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15208.407227 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -15208.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15214.278320 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -15214.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15214.648438 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -15214.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15214.648438 Penalty: 493.670471
	Iteration 9F: 3 clusters Score -15214.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Entering Unmasked Estep 
Score: -2924384.250000 Penalty: 477.983063
	Iteration 0F: 2 clusters Score -2924384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2901943.750000 Penalty: 955.966125
	Iteration 0F: 3 clusters Score -2901944 nChanged 17476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2912678.500000 Penalty: 955.966125
	Iteration 1F: 3 clusters Score -2912678 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2913530.750000 Penalty: 955.966125
	Iteration 2F: 3 clusters Score -2913531 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2914453.500000 Penalty: 955.966125
	Iteration 3F: 3 clusters Score -2914454 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2915395.250000 Penalty: 955.966125
	Iteration 4F: 3 clusters Score -2915395 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2916430.250000 Penalty: 955.966125
	Iteration 5F: 3 clusters Score -2916430 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2917638.250000 Penalty: 955.966125
	Iteration 6F: 3 clusters Score -2917638 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2918832.250000 Penalty: 955.966125
	Iteration 7F: 3 clusters Score -2918832 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2919815.750000 Penalty: 955.966125
	Iteration 8Q: 3 clusters Score -2919816 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2920393.000000 Penalty: 955.966125
	Iteration 9Q: 3 clusters Score -2920393 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2920727.000000 Penalty: 955.966125
	Iteration 10Q: 3 clusters Score -2920727 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -2920970.250000 Penalty: 955.966125
	Iteration 11Q: 3 clusters Score -2920970 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2921190.000000 Penalty: 955.966125
	Iteration 12Q: 3 clusters Score -2921190 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2921397.250000 Penalty: 955.966125
	Iteration 13Q: 3 clusters Score -2921397 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2921586.750000 Penalty: 955.966125
	Iteration 14Q: 3 clusters Score -2921587 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2921784.750000 Penalty: 955.966125
	Iteration 15Q: 3 clusters Score -2921785 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -2921986.500000 Penalty: 955.966125
	Iteration 16Q: 3 clusters Score -2921986 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2922158.250000 Penalty: 955.966125
	Iteration 17Q: 3 clusters Score -2922158 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -2922280.750000 Penalty: 955.966125
	Iteration 18Q: 3 clusters Score -2922281 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2922393.250000 Penalty: 955.966125
	Iteration 19Q: 3 clusters Score -2922393 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2922485.250000 Penalty: 955.966125
	Iteration 20F: 3 clusters Score -2922485 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2922538.000000 Penalty: 955.966125
	Iteration 21Q: 3 clusters Score -2922538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2922598.750000 Penalty: 955.966125
	Iteration 22Q: 3 clusters Score -2922599 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2922647.500000 Penalty: 955.966125
	Iteration 23Q: 3 clusters Score -2922648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2922653.250000 Penalty: 955.966125
	Iteration 24Q: 3 clusters Score -2922653 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -2922693.000000 Penalty: 955.966125
	Iteration 25Q: 3 clusters Score -2922693 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2922697.750000 Penalty: 955.966125
	Iteration 26Q: 3 clusters Score -2922698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2922745.000000 Penalty: 955.966125
	Iteration 27Q: 3 clusters Score -2922745 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2922765.250000 Penalty: 955.966125
	Iteration 28Q: 3 clusters Score -2922765 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2922813.750000 Penalty: 955.966125
	Iteration 29Q: 3 clusters Score -2922814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -2922839.250000 Penalty: 955.966125
	Iteration 30Q: 3 clusters Score -2922839 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -2922870.000000 Penalty: 955.966125
	Iteration 31Q: 3 clusters Score -2922870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -2922898.000000 Penalty: 955.966125
	Iteration 32Q: 3 clusters Score -2922898 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2922941.500000 Penalty: 955.966125
	Iteration 33Q: 3 clusters Score -2922942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2922977.500000 Penalty: 955.966125
	Iteration 34Q: 3 clusters Score -2922978 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2923019.000000 Penalty: 955.966125
	Iteration 35Q: 3 clusters Score -2923019 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2923063.250000 Penalty: 955.966125
	Iteration 36Q: 3 clusters Score -2923063 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -2923100.250000 Penalty: 955.966125
	Iteration 37Q: 3 clusters Score -2923100 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -2923125.250000 Penalty: 955.966125
	Iteration 38Q: 3 clusters Score -2923125 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -2923174.000000 Penalty: 955.966125
	Iteration 39Q: 3 clusters Score -2923174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2923241.500000 Penalty: 955.966125
	Iteration 40F: 3 clusters Score -2923242 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -2923301.000000 Penalty: 955.966125
	Iteration 41Q: 3 clusters Score -2923301 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2923366.500000 Penalty: 955.966125
	Iteration 42Q: 3 clusters Score -2923366 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -2923414.000000 Penalty: 955.966125
	Iteration 43Q: 3 clusters Score -2923414 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -2923465.000000 Penalty: 955.966125
	Iteration 44Q: 3 clusters Score -2923465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -2923504.250000 Penalty: 955.966125
	Iteration 45Q: 3 clusters Score -2923504 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -2923555.750000 Penalty: 955.966125
	Iteration 46Q: 3 clusters Score -2923556 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -2923611.250000 Penalty: 955.966125
	Iteration 47Q: 3 clusters Score -2923611 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -2923638.500000 Penalty: 955.966125
	Iteration 48Q: 3 clusters Score -2923638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -2923705.250000 Penalty: 955.966125
	Iteration 49Q: 3 clusters Score -2923705 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -2923725.000000 Penalty: 955.966125
	Iteration 50Q: 3 clusters Score -2923725 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -2923774.750000 Penalty: 955.966125
	Iteration 51Q: 3 clusters Score -2923775 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -2923797.000000 Penalty: 955.966125
	Iteration 52Q: 3 clusters Score -2923797 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -2923848.000000 Penalty: 955.966125
	Iteration 53Q: 3 clusters Score -2923848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -2923870.000000 Penalty: 955.966125
	Iteration 54Q: 3 clusters Score -2923870 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -2923910.000000 Penalty: 955.966125
	Iteration 55Q: 3 clusters Score -2923910 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -2923970.250000 Penalty: 955.966125
	Iteration 56Q: 3 clusters Score -2923970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -2924011.750000 Penalty: 955.966125
	Iteration 57Q: 3 clusters Score -2924012 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -2924026.250000 Penalty: 955.966125
	Iteration 58Q: 3 clusters Score -2924026 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -2924050.250000 Penalty: 955.966125
	Iteration 59Q: 3 clusters Score -2924050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -2924095.000000 Penalty: 955.966125
	Iteration 60F: 3 clusters Score -2924095 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -2924136.500000 Penalty: 955.966125
	Iteration 61Q: 3 clusters Score -2924136 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -2924152.500000 Penalty: 955.966125
	Iteration 62Q: 3 clusters Score -2924152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -2924200.000000 Penalty: 955.966125
	Iteration 63Q: 3 clusters Score -2924200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -2924221.000000 Penalty: 955.966125
	Iteration 64Q: 3 clusters Score -2924221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2924238.250000 Penalty: 955.966125
	Iteration 65Q: 3 clusters Score -2924238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -2924259.500000 Penalty: 955.966125
	Iteration 66Q: 3 clusters Score -2924260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -2924299.750000 Penalty: 955.966125
	Iteration 67Q: 3 clusters Score -2924300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -2924321.000000 Penalty: 955.966125
	Iteration 68Q: 3 clusters Score -2924321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -2924319.250000 Penalty: 955.966125
	Iteration 69Q: 3 clusters Score -2924319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -2924328.500000 Penalty: 955.966125
	Iteration 70Q: 3 clusters Score -2924328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -2924330.250000 Penalty: 955.966125
	Iteration 71Q: 3 clusters Score -2924330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -2924324.250000 Penalty: 955.966125
	Iteration 72Q: 3 clusters Score -2924324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -2924315.250000 Penalty: 955.966125
	Iteration 73Q: 3 clusters Score -2924315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -2924306.000000 Penalty: 955.966125
	Iteration 74Q: 3 clusters Score -2924306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -2924296.250000 Penalty: 955.966125
	Iteration 75Q: 3 clusters Score -2924296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2924299.250000 Penalty: 955.966125
	Iteration 76Q: 3 clusters Score -2924299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -2924300.500000 Penalty: 955.966125
	Iteration 77Q: 3 clusters Score -2924300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -2924289.000000 Penalty: 955.966125
	Iteration 78Q: 3 clusters Score -2924289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -2924283.250000 Penalty: 955.966125
	Iteration 79Q: 3 clusters Score -2924283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -2924282.250000 Penalty: 955.966125
	Iteration 80F: 3 clusters Score -2924282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -2924277.500000 Penalty: 955.966125
	Iteration 81Q: 3 clusters Score -2924278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2924280.250000 Penalty: 955.966125
	Iteration 82Q: 3 clusters Score -2924280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -2924272.750000 Penalty: 955.966125
	Iteration 83Q: 3 clusters Score -2924273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -2924268.000000 Penalty: 955.966125
	Iteration 84Q: 3 clusters Score -2924268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -2924253.000000 Penalty: 955.966125
	Iteration 85Q: 3 clusters Score -2924253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -2924249.250000 Penalty: 955.966125
	Iteration 86Q: 3 clusters Score -2924249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -2924248.250000 Penalty: 955.966125
	Iteration 87Q: 3 clusters Score -2924248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -2924237.500000 Penalty: 955.966125
	Iteration 88Q: 3 clusters Score -2924238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -2924242.750000 Penalty: 955.966125
	Iteration 89Q: 3 clusters Score -2924243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -2924235.250000 Penalty: 955.966125
	Iteration 90Q: 3 clusters Score -2924235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -2924221.250000 Penalty: 955.966125
	Iteration 91Q: 3 clusters Score -2924221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -2924217.750000 Penalty: 955.966125
	Iteration 92Q: 3 clusters Score -2924218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -2924205.500000 Penalty: 955.966125
	Iteration 93Q: 3 clusters Score -2924206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -2924198.000000 Penalty: 955.966125
	Iteration 94Q: 3 clusters Score -2924198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -2924197.000000 Penalty: 955.966125
	Iteration 95Q: 3 clusters Score -2924197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -2924192.750000 Penalty: 955.966125
	Iteration 96Q: 3 clusters Score -2924193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -2924190.250000 Penalty: 955.966125
	Iteration 97Q: 3 clusters Score -2924190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -2924186.250000 Penalty: 955.966125
	Iteration 98Q: 3 clusters Score -2924186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -2924177.500000 Penalty: 955.966125
	Iteration 99Q: 3 clusters Score -2924178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -2924184.750000 Penalty: 955.966125
	Iteration 100F: 3 clusters Score -2924185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -2924180.750000 Penalty: 955.966125
	Iteration 101Q: 3 clusters Score -2924181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -2924175.500000 Penalty: 955.966125
	Iteration 102Q: 3 clusters Score -2924176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -2924161.750000 Penalty: 955.966125
	Iteration 103Q: 3 clusters Score -2924162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -2924155.500000 Penalty: 955.966125
	Iteration 104Q: 3 clusters Score -2924156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -2924161.000000 Penalty: 955.966125
	Iteration 105Q: 3 clusters Score -2924161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -2924158.250000 Penalty: 955.966125
	Iteration 106Q: 3 clusters Score -2924158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2924146.500000 Penalty: 955.966125
	Iteration 107Q: 3 clusters Score -2924146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -2924144.500000 Penalty: 955.966125
	Iteration 108Q: 3 clusters Score -2924144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -2924134.000000 Penalty: 955.966125
	Iteration 109Q: 3 clusters Score -2924134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -2924131.750000 Penalty: 955.966125
	Iteration 110Q: 3 clusters Score -2924132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -2924129.750000 Penalty: 955.966125
	Iteration 111Q: 3 clusters Score -2924130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -2924124.500000 Penalty: 955.966125
	Iteration 112Q: 3 clusters Score -2924124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -2924122.500000 Penalty: 955.966125
	Iteration 113Q: 3 clusters Score -2924122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -2924122.500000 Penalty: 955.966125
	Iteration 114Q: 3 clusters Score -2924122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -2924123.000000 Penalty: 955.966125
	Iteration 115Q: 3 clusters Score -2924123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -2924118.250000 Penalty: 955.966125
	Iteration 116Q: 3 clusters Score -2924118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -2924112.750000 Penalty: 955.966125
	Iteration 117Q: 3 clusters Score -2924113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -2924117.000000 Penalty: 955.966125
	Iteration 118Q: 3 clusters Score -2924117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -2924111.250000 Penalty: 955.966125
	Iteration 119Q: 3 clusters Score -2924111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -2924113.500000 Penalty: 955.966125
	Iteration 120F: 3 clusters Score -2924114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -2924108.250000 Penalty: 955.966125
	Iteration 121Q: 3 clusters Score -2924108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2924106.250000 Penalty: 955.966125
	Iteration 122Q: 3 clusters Score -2924106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -2924104.000000 Penalty: 955.966125
	Iteration 123Q: 3 clusters Score -2924104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -2924097.500000 Penalty: 955.966125
	Iteration 124Q: 3 clusters Score -2924098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -2924100.250000 Penalty: 955.966125
	Iteration 125Q: 3 clusters Score -2924100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -2924097.500000 Penalty: 955.966125
	Iteration 126Q: 3 clusters Score -2924098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -2924093.750000 Penalty: 955.966125
	Iteration 127Q: 3 clusters Score -2924094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -2924086.000000 Penalty: 955.966125
	Iteration 128Q: 3 clusters Score -2924086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -2924079.750000 Penalty: 955.966125
	Iteration 129Q: 3 clusters Score -2924080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -2924080.500000 Penalty: 955.966125
	Iteration 130Q: 3 clusters Score -2924080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -2924080.000000 Penalty: 955.966125
	Iteration 131Q: 3 clusters Score -2924080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -2924080.250000 Penalty: 955.966125
	Iteration 132Q: 3 clusters Score -2924080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -2924078.750000 Penalty: 955.966125
	Iteration 133Q: 3 clusters Score -2924079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -2924073.750000 Penalty: 955.966125
	Iteration 134Q: 3 clusters Score -2924074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -2924072.000000 Penalty: 955.966125
	Iteration 135Q: 3 clusters Score -2924072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -2924072.750000 Penalty: 955.966125
	Iteration 136Q: 3 clusters Score -2924073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -2924075.750000 Penalty: 955.966125
	Iteration 137Q: 3 clusters Score -2924076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -2924072.500000 Penalty: 955.966125
	Iteration 138Q: 3 clusters Score -2924072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -2924072.000000 Penalty: 955.966125
	Iteration 139Q: 3 clusters Score -2924072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -2924072.000000 Penalty: 955.966125
	Iteration 140F: 3 clusters Score -2924072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 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 117 members 
Entering Unmasked Estep 
Score: -9157.908203 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9157.908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9316.648438 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9316.648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9376.996094 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9376.996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9407.979492 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -9407.979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9425.178711 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9425.179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9434.750977 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9434.751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9440.775391 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9440.775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9442.547852 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9442.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9443.655273 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9443.655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9447.950195 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -9447.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9460.185547 Penalty: 501.722015
	Iteration 10Q: 3 clusters Score -9460.186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9467.071289 Penalty: 501.722015
	Iteration 11Q: 3 clusters Score -9467.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9486.911133 Penalty: 501.722015
	Iteration 12Q: 3 clusters Score -9486.911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9491.515625 Penalty: 501.722015
	Iteration 13Q: 3 clusters Score -9491.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9491.515625 Penalty: 501.722015
	Iteration 14F: 3 clusters Score -9491.516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 109 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Mstep: Class 80 contains 139 members 
Entering Unmasked Estep 
Score: -42183420.000000 Penalty: 48154.914062
Splitting cluster 77 changes total score from -42183812.000000 to -42183420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 78 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -22228.191406 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -22228.19 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 168 members 
Entering Unmasked Estep 
Score: -21854.580078 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -21854.58 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21942.212891 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -21942.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21978.121094 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -21978.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22001.787109 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -22001.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22020.679688 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -22020.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22026.373047 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -22026.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22027.806641 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -22027.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22028.597656 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -22028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22029.648438 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -22029.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22031.597656 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -22031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22033.666016 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -22033.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22037.681641 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -22037.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22039.125000 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -22039.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22039.125000 Penalty: 524.917236
	Iteration 13F: 3 clusters Score -22039.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (13428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Entering Unmasked Estep 
Score: -1100159.625000 Penalty: 432.481934
	Iteration 0F: 2 clusters Score -1100160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1091184.750000 Penalty: 864.963867
	Iteration 0F: 3 clusters Score -1091185 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1094952.875000 Penalty: 864.963867
	Iteration 1F: 3 clusters Score -1094953 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1095196.250000 Penalty: 864.963867
	Iteration 2Q: 3 clusters Score -1095196 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1095549.625000 Penalty: 864.963867
	Iteration 3F: 3 clusters Score -1095550 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1096033.875000 Penalty: 864.963867
	Iteration 4F: 3 clusters Score -1096034 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1096621.875000 Penalty: 864.963867
	Iteration 5F: 3 clusters Score -1096622 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1097241.125000 Penalty: 864.963867
	Iteration 6F: 3 clusters Score -1097241 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1097652.750000 Penalty: 864.963867
	Iteration 7Q: 3 clusters Score -1097653 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1097874.500000 Penalty: 864.963867
	Iteration 8Q: 3 clusters Score -1097874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1097996.750000 Penalty: 864.963867
	Iteration 9Q: 3 clusters Score -1097997 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1098091.625000 Penalty: 864.963867
	Iteration 10Q: 3 clusters Score -1098092 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1098198.625000 Penalty: 864.963867
	Iteration 11Q: 3 clusters Score -1098199 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1098314.750000 Penalty: 864.963867
	Iteration 12Q: 3 clusters Score -1098315 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1098447.625000 Penalty: 864.963867
	Iteration 13Q: 3 clusters Score -1098448 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1098600.250000 Penalty: 864.963867
	Iteration 14Q: 3 clusters Score -1098600 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1098784.250000 Penalty: 864.963867
	Iteration 15Q: 3 clusters Score -1098784 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1098960.875000 Penalty: 864.963867
	Iteration 16Q: 3 clusters Score -1098961 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1099115.375000 Penalty: 864.963867
	Iteration 17Q: 3 clusters Score -1099115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1099227.250000 Penalty: 864.963867
	Iteration 18Q: 3 clusters Score -1099227 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1099303.625000 Penalty: 864.963867
	Iteration 19Q: 3 clusters Score -1099304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1099381.500000 Penalty: 864.963867
	Iteration 20F: 3 clusters Score -1099382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1099438.125000 Penalty: 864.963867
	Iteration 21Q: 3 clusters Score -1099438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1099490.500000 Penalty: 864.963867
	Iteration 22Q: 3 clusters Score -1099490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1099534.625000 Penalty: 864.963867
	Iteration 23Q: 3 clusters Score -1099535 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1099569.125000 Penalty: 864.963867
	Iteration 24Q: 3 clusters Score -1099569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1099593.625000 Penalty: 864.963867
	Iteration 25Q: 3 clusters Score -1099594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1099614.500000 Penalty: 864.963867
	Iteration 26Q: 3 clusters Score -1099614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1099638.750000 Penalty: 864.963867
	Iteration 27Q: 3 clusters Score -1099639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1099655.625000 Penalty: 864.963867
	Iteration 28Q: 3 clusters Score -1099656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1099670.125000 Penalty: 864.963867
	Iteration 29Q: 3 clusters Score -1099670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1099682.000000 Penalty: 864.963867
	Iteration 30Q: 3 clusters Score -1099682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1099689.250000 Penalty: 864.963867
	Iteration 31Q: 3 clusters Score -1099689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1099698.875000 Penalty: 864.963867
	Iteration 32Q: 3 clusters Score -1099699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1099706.750000 Penalty: 864.963867
	Iteration 33Q: 3 clusters Score -1099707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1099715.875000 Penalty: 864.963867
	Iteration 34Q: 3 clusters Score -1099716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1099731.500000 Penalty: 864.963867
	Iteration 35Q: 3 clusters Score -1099732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1099745.250000 Penalty: 864.963867
	Iteration 36Q: 3 clusters Score -1099745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1099752.250000 Penalty: 864.963867
	Iteration 37Q: 3 clusters Score -1099752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1099759.000000 Penalty: 864.963867
	Iteration 38Q: 3 clusters Score -1099759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1099764.375000 Penalty: 864.963867
	Iteration 39Q: 3 clusters Score -1099764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1099767.375000 Penalty: 864.963867
	Iteration 40F: 3 clusters Score -1099767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1099766.875000 Penalty: 864.963867
	Iteration 41Q: 3 clusters Score -1099767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1099769.750000 Penalty: 864.963867
	Iteration 42Q: 3 clusters Score -1099770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1099772.500000 Penalty: 864.963867
	Iteration 43Q: 3 clusters Score -1099772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1099775.375000 Penalty: 864.963867
	Iteration 44Q: 3 clusters Score -1099775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1099777.375000 Penalty: 864.963867
	Iteration 45Q: 3 clusters Score -1099777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1099781.500000 Penalty: 864.963867
	Iteration 46Q: 3 clusters Score -1099782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1099781.500000 Penalty: 864.963867
	Iteration 47Q: 3 clusters Score -1099782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1099783.875000 Penalty: 864.963867
	Iteration 48Q: 3 clusters Score -1099784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1099785.500000 Penalty: 864.963867
	Iteration 49Q: 3 clusters Score -1099786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1099786.500000 Penalty: 864.963867
	Iteration 50Q: 3 clusters Score -1099786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1099786.500000 Penalty: 864.963867
	Iteration 51F: 3 clusters Score -1099786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31453 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21108 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17706 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11262 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17757 members 
Mstep: Class 41 contains 1819 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15002 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23222 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20448 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3474 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14348 members 
Mstep: Class 67 contains 821 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24366 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183748.000000 Penalty: 47552.976562
Iteration 319Q: 80 clusters Score -4.218375e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19636 members 
Mstep: Class 4 contains 20011 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31448 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1947 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28121 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6125 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12539 members 
Mstep: Class 18 contains 45061 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6270 members 
Mstep: Class 21 contains 21109 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20948 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18966 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17708 members 
Mstep: Class 32 contains 23701 members 
Mstep: Class 33 contains 18258 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11259 members 
Mstep: Class 36 contains 2897 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17736 members 
Mstep: Class 41 contains 1822 members 
Mstep: Class 42 contains 4894 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15009 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23219 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4556 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20436 members 
Mstep: Class 61 contains 3292 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3455 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14360 members 
Mstep: Class 67 contains 805 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24401 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16627 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36501 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183724.000000 Penalty: 47552.976562
Iteration 320F: 80 clusters Score -4.218372e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19643 members 
Mstep: Class 4 contains 20010 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31449 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28132 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12542 members 
Mstep: Class 18 contains 45059 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 21111 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20953 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18969 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17698 members 
Mstep: Class 32 contains 23702 members 
Mstep: Class 33 contains 18269 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11233 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17699 members 
Mstep: Class 41 contains 1830 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6515 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15022 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23217 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20425 members 
Mstep: Class 61 contains 3291 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3463 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14376 members 
Mstep: Class 67 contains 797 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24440 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16557 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36506 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183756.000000 Penalty: 47552.976562
Iteration 321Q: 80 clusters Score -4.218376e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19648 members 
Mstep: Class 4 contains 20008 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31448 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28134 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6129 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 45058 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6275 members 
Mstep: Class 21 contains 21112 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18976 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17696 members 
Mstep: Class 32 contains 23703 members 
Mstep: Class 33 contains 18279 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11201 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17651 members 
Mstep: Class 41 contains 1833 members 
Mstep: Class 42 contains 4876 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6515 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15027 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23218 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4547 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20412 members 
Mstep: Class 61 contains 3291 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3466 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14388 members 
Mstep: Class 67 contains 794 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24486 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16478 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36508 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183772.000000 Penalty: 47552.976562
Iteration 322Q: 80 clusters Score -4.218377e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 20008 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31449 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1950 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28152 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6120 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12589 members 
Mstep: Class 18 contains 45056 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 21114 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18975 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17689 members 
Mstep: Class 32 contains 23707 members 
Mstep: Class 33 contains 18283 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11171 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17596 members 
Mstep: Class 41 contains 1837 members 
Mstep: Class 42 contains 4868 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15039 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23214 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4548 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20405 members 
Mstep: Class 61 contains 3293 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3465 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14398 members 
Mstep: Class 67 contains 788 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24530 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16395 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36505 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183728.000000 Penalty: 47552.976562
Iteration 323Q: 80 clusters Score -4.218373e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 20009 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31451 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28160 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6113 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12623 members 
Mstep: Class 18 contains 45057 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20951 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18975 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17667 members 
Mstep: Class 32 contains 23707 members 
Mstep: Class 33 contains 18306 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11138 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17546 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 4858 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6522 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15041 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23220 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4547 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20403 members 
Mstep: Class 61 contains 3294 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3471 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14411 members 
Mstep: Class 67 contains 787 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24578 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16299 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36510 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183716.000000 Penalty: 47552.976562
Iteration 324Q: 80 clusters Score -4.218372e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19655 members 
Mstep: Class 4 contains 20011 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31449 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12679 members 
Mstep: Class 18 contains 45054 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 21116 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2058 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18974 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17639 members 
Mstep: Class 32 contains 23704 members 
Mstep: Class 33 contains 18318 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11097 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 1003 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17494 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4847 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15048 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23230 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4549 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20403 members 
Mstep: Class 61 contains 3292 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3455 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14429 members 
Mstep: Class 67 contains 782 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24670 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16176 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183788.000000 Penalty: 47552.976562
Iteration 325Q: 80 clusters Score -4.218379e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 19659 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31440 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6138 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12724 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 21117 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20951 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18960 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17615 members 
Mstep: Class 32 contains 23701 members 
Mstep: Class 33 contains 18325 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11064 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17453 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4839 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6522 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15063 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23241 members 
Mstep: Class 53 contains 913 members 
Mstep: Class 54 contains 4548 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20403 members 
Mstep: Class 61 contains 3290 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3442 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14442 members 
Mstep: Class 67 contains 780 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24780 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 16042 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36519 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183712.000000 Penalty: 47552.976562
Iteration 326Q: 80 clusters Score -4.218371e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 20020 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31433 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28150 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 21116 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17595 members 
Mstep: Class 32 contains 23694 members 
Mstep: Class 33 contains 18337 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 11020 members 
Mstep: Class 36 contains 2901 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17392 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4833 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6522 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15059 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23259 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4545 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20408 members 
Mstep: Class 61 contains 3288 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3436 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14447 members 
Mstep: Class 67 contains 782 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24883 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15908 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36527 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183588.000000 Penalty: 47552.976562
Iteration 327Q: 80 clusters Score -4.218359e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19667 members 
Mstep: Class 4 contains 20025 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31429 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28152 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6127 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 21115 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20951 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18949 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17567 members 
Mstep: Class 32 contains 23686 members 
Mstep: Class 33 contains 18345 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10996 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17338 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4828 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6520 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15063 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23276 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4545 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20419 members 
Mstep: Class 61 contains 3287 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3422 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14456 members 
Mstep: Class 67 contains 778 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24949 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15818 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36531 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 13991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183600.000000 Penalty: 47552.976562
Iteration 328Q: 80 clusters Score -4.21836e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19673 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31429 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28154 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 18 contains 45037 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 21117 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20955 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18945 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17533 members 
Mstep: Class 32 contains 23684 members 
Mstep: Class 33 contains 18341 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10973 members 
Mstep: Class 36 contains 2900 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17274 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4828 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6518 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15072 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23283 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20427 members 
Mstep: Class 61 contains 3284 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3409 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14473 members 
Mstep: Class 67 contains 776 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24994 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15756 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36531 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183576.000000 Penalty: 47552.976562
Iteration 329Q: 80 clusters Score -4.218358e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19676 members 
Mstep: Class 4 contains 20030 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31427 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28154 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 12971 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 21118 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20947 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17508 members 
Mstep: Class 32 contains 23683 members 
Mstep: Class 33 contains 18348 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10935 members 
Mstep: Class 36 contains 2899 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17215 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4828 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6518 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15076 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23290 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4554 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2023 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20443 members 
Mstep: Class 61 contains 3283 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3399 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14471 members 
Mstep: Class 67 contains 768 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25053 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15707 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36530 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183412.000000 Penalty: 47552.976562
Iteration 330Q: 80 clusters Score -4.218341e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31423 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28150 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6137 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13042 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6283 members 
Mstep: Class 21 contains 21118 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20937 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17488 members 
Mstep: Class 32 contains 23678 members 
Mstep: Class 33 contains 18355 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10879 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17149 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4828 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6517 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15082 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23289 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4550 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20463 members 
Mstep: Class 61 contains 3281 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3398 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14467 members 
Mstep: Class 67 contains 766 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25108 members 
Mstep: Class 71 contains 6074 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15659 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36530 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183340.000000 Penalty: 47552.976562
Iteration 331Q: 80 clusters Score -4.218334e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19680 members 
Mstep: Class 4 contains 20042 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31426 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28171 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6123 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 21119 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20934 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18940 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17459 members 
Mstep: Class 32 contains 23676 members 
Mstep: Class 33 contains 18361 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10825 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17074 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4827 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6516 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15087 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4549 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2024 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20489 members 
Mstep: Class 61 contains 3279 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3391 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14463 members 
Mstep: Class 67 contains 762 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25153 members 
Mstep: Class 71 contains 6073 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15618 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36530 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183352.000000 Penalty: 47552.976562
Iteration 332Q: 80 clusters Score -4.218335e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19682 members 
Mstep: Class 4 contains 20044 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31427 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28170 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 21120 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20933 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18944 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 17431 members 
Mstep: Class 32 contains 23675 members 
Mstep: Class 33 contains 18360 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 17017 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4824 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6511 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15088 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2025 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20514 members 
Mstep: Class 61 contains 3277 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3388 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14463 members 
Mstep: Class 67 contains 762 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25202 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15572 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36529 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183320.000000 Penalty: 47552.976562
Iteration 333Q: 80 clusters Score -4.218332e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31422 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 1950 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28171 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6117 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 21124 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20932 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18941 members 
Mstep: Class 30 contains 520 members 
Mstep: Class 31 contains 17412 members 
Mstep: Class 32 contains 23675 members 
Mstep: Class 33 contains 18363 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10723 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16962 members 
Mstep: Class 41 contains 1842 members 
Mstep: Class 42 contains 4822 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6508 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15093 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4551 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2026 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20532 members 
Mstep: Class 61 contains 3273 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3380 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14464 members 
Mstep: Class 67 contains 762 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25236 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15530 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183400.000000 Penalty: 47552.976562
Iteration 334Q: 80 clusters Score -4.21834e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19694 members 
Mstep: Class 4 contains 20037 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31425 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 45033 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 21130 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20934 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18944 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17389 members 
Mstep: Class 32 contains 23671 members 
Mstep: Class 33 contains 18365 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10662 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16908 members 
Mstep: Class 41 contains 1841 members 
Mstep: Class 42 contains 4818 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6508 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15093 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23303 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2027 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20548 members 
Mstep: Class 61 contains 3268 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3380 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14471 members 
Mstep: Class 67 contains 752 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25247 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15501 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36525 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183312.000000 Penalty: 47552.976562
Iteration 335Q: 80 clusters Score -4.218331e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19709 members 
Mstep: Class 4 contains 20035 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31429 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28193 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6104 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13359 members 
Mstep: Class 18 contains 45032 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 21137 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20931 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18940 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17378 members 
Mstep: Class 32 contains 23668 members 
Mstep: Class 33 contains 18370 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10616 members 
Mstep: Class 36 contains 2904 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16835 members 
Mstep: Class 41 contains 1840 members 
Mstep: Class 42 contains 4815 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15097 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4554 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2029 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20552 members 
Mstep: Class 61 contains 3268 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3369 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14483 members 
Mstep: Class 67 contains 747 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25236 members 
Mstep: Class 71 contains 6072 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15469 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36524 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183396.000000 Penalty: 47552.976562
Iteration 336Q: 80 clusters Score -4.21834e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 20029 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31433 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28188 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6101 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13427 members 
Mstep: Class 18 contains 45029 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 21147 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20932 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18944 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17372 members 
Mstep: Class 32 contains 23664 members 
Mstep: Class 33 contains 18378 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10592 members 
Mstep: Class 36 contains 2907 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16784 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4812 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6504 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15097 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23294 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2031 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20553 members 
Mstep: Class 61 contains 3270 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3362 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14495 members 
Mstep: Class 67 contains 737 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25216 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15436 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36525 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183380.000000 Penalty: 47552.976562
Iteration 337Q: 80 clusters Score -4.218338e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 20028 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31437 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1952 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28172 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6095 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13508 members 
Mstep: Class 18 contains 45025 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6288 members 
Mstep: Class 21 contains 21151 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20937 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18960 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17369 members 
Mstep: Class 32 contains 23661 members 
Mstep: Class 33 contains 18386 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10570 members 
Mstep: Class 36 contains 2907 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16721 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4810 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6504 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15099 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23294 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2033 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20555 members 
Mstep: Class 61 contains 3269 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3362 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14498 members 
Mstep: Class 67 contains 725 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25209 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15400 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36524 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183396.000000 Penalty: 47552.976562
Iteration 338Q: 80 clusters Score -4.21834e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19706 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28154 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13586 members 
Mstep: Class 18 contains 45023 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6291 members 
Mstep: Class 21 contains 21154 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20949 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18966 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23660 members 
Mstep: Class 33 contains 18387 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10554 members 
Mstep: Class 36 contains 2907 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16662 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4807 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15098 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23294 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4554 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3268 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3358 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14499 members 
Mstep: Class 67 contains 723 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25212 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15355 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36522 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183428.000000 Penalty: 47552.976562
Iteration 339Q: 80 clusters Score -4.218343e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31437 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28146 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6093 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 45024 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 21154 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20954 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18968 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17366 members 
Mstep: Class 32 contains 23661 members 
Mstep: Class 33 contains 18391 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10545 members 
Mstep: Class 36 contains 2907 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16608 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4806 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15098 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23293 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4554 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20561 members 
Mstep: Class 61 contains 3266 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3362 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14495 members 
Mstep: Class 67 contains 722 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25209 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15318 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36522 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183392.000000 Penalty: 47552.976562
Iteration 340F: 80 clusters Score -4.218339e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 20023 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31434 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28139 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6092 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13712 members 
Mstep: Class 18 contains 45022 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 21158 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18977 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17365 members 
Mstep: Class 32 contains 23662 members 
Mstep: Class 33 contains 18389 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10535 members 
Mstep: Class 36 contains 2906 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16552 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4806 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15098 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23295 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4558 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20559 members 
Mstep: Class 61 contains 3264 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3360 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14498 members 
Mstep: Class 67 contains 718 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25214 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15292 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183300.000000 Penalty: 47552.976562
Iteration 341Q: 80 clusters Score -4.21833e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19705 members 
Mstep: Class 4 contains 20014 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31434 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1953 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28107 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13762 members 
Mstep: Class 18 contains 45024 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 21163 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20952 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18988 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17364 members 
Mstep: Class 32 contains 23663 members 
Mstep: Class 33 contains 18391 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10526 members 
Mstep: Class 36 contains 2905 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16514 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4805 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15105 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4558 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3261 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3372 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14497 members 
Mstep: Class 67 contains 710 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25238 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15243 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183280.000000 Penalty: 47552.976562
Iteration 342Q: 80 clusters Score -4.218328e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 20006 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31439 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6083 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13788 members 
Mstep: Class 18 contains 45026 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 21168 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20959 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18992 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23664 members 
Mstep: Class 33 contains 18390 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10512 members 
Mstep: Class 36 contains 2905 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16495 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4805 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15106 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4557 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20561 members 
Mstep: Class 61 contains 3257 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3381 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14497 members 
Mstep: Class 67 contains 707 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25262 members 
Mstep: Class 71 contains 6071 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15191 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183320.000000 Penalty: 47552.976562
Iteration 343Q: 80 clusters Score -4.218332e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 20000 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31440 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28080 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13805 members 
Mstep: Class 18 contains 45029 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 21170 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20961 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18996 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23664 members 
Mstep: Class 33 contains 18391 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10491 members 
Mstep: Class 36 contains 2903 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16476 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4804 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15108 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4559 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3252 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3394 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14499 members 
Mstep: Class 67 contains 707 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25289 members 
Mstep: Class 71 contains 6070 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15141 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183344.000000 Penalty: 47552.976562
Iteration 344Q: 80 clusters Score -4.218334e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19709 members 
Mstep: Class 4 contains 20000 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31435 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28070 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13823 members 
Mstep: Class 18 contains 45031 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6293 members 
Mstep: Class 21 contains 21167 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20966 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18997 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23662 members 
Mstep: Class 33 contains 18393 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10476 members 
Mstep: Class 36 contains 2899 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16475 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4801 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15117 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4556 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3244 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3400 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14499 members 
Mstep: Class 67 contains 699 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25302 members 
Mstep: Class 71 contains 6069 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15113 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36520 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183288.000000 Penalty: 47552.976562
Iteration 345Q: 80 clusters Score -4.218329e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19706 members 
Mstep: Class 4 contains 19997 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31426 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28055 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6043 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13842 members 
Mstep: Class 18 contains 45033 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 21167 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20969 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19012 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23662 members 
Mstep: Class 33 contains 18396 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10465 members 
Mstep: Class 36 contains 2897 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16453 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4798 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6504 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15124 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23304 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3240 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3424 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14499 members 
Mstep: Class 67 contains 697 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25318 members 
Mstep: Class 71 contains 6067 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15089 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183284.000000 Penalty: 47552.976562
Iteration 346Q: 80 clusters Score -4.218328e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19995 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31417 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28056 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6032 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 45034 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6295 members 
Mstep: Class 21 contains 21168 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20968 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19020 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23662 members 
Mstep: Class 33 contains 18397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10461 members 
Mstep: Class 36 contains 2896 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16419 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4796 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15134 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23304 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4551 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3231 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3440 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14499 members 
Mstep: Class 67 contains 693 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25316 members 
Mstep: Class 71 contains 6066 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15076 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36514 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183324.000000 Penalty: 47552.976562
Iteration 347Q: 80 clusters Score -4.218332e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19995 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31417 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28040 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13880 members 
Mstep: Class 18 contains 45036 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 21169 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20973 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19027 members 
Mstep: Class 30 contains 518 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23662 members 
Mstep: Class 33 contains 18397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10449 members 
Mstep: Class 36 contains 2895 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16380 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4794 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15151 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3221 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3452 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14500 members 
Mstep: Class 67 contains 688 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25337 members 
Mstep: Class 71 contains 6065 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15040 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36513 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 14980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183300.000000 Penalty: 47552.976562
Iteration 348Q: 80 clusters Score -4.21833e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31414 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28026 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6014 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6299 members 
Mstep: Class 21 contains 21172 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20976 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19064 members 
Mstep: Class 30 contains 517 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23659 members 
Mstep: Class 33 contains 18397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10427 members 
Mstep: Class 36 contains 2894 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16346 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4794 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6503 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15154 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23299 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4555 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3217 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3460 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 674 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25354 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15024 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36514 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183320.000000 Penalty: 47552.976562
Iteration 349Q: 80 clusters Score -4.218332e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19708 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31416 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28012 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13939 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6300 members 
Mstep: Class 21 contains 21174 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19059 members 
Mstep: Class 30 contains 515 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23658 members 
Mstep: Class 33 contains 18393 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10409 members 
Mstep: Class 36 contains 2891 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16298 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4794 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6502 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15178 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23299 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4557 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3211 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3467 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 665 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25368 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 15010 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36524 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183364.000000 Penalty: 47552.976562
Iteration 350Q: 80 clusters Score -4.218336e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19717 members 
Mstep: Class 4 contains 19993 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31417 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28010 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5995 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6300 members 
Mstep: Class 21 contains 21176 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19063 members 
Mstep: Class 30 contains 513 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23657 members 
Mstep: Class 33 contains 18394 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10397 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16243 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4794 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6500 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15201 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23299 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4555 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3205 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3485 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 662 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25381 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14988 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36526 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183380.000000 Penalty: 47552.976562
Iteration 351Q: 80 clusters Score -4.218338e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19726 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31407 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28011 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5979 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14007 members 
Mstep: Class 18 contains 45038 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6300 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19054 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23656 members 
Mstep: Class 33 contains 18397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10373 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16180 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6498 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15229 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3199 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3498 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 653 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25417 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14949 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36532 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183352.000000 Penalty: 47552.976562
Iteration 352Q: 80 clusters Score -4.218335e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19726 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31404 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28029 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5966 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14046 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6301 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20977 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19052 members 
Mstep: Class 30 contains 512 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18397 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10356 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16132 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15245 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4555 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3188 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3505 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 631 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25439 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14918 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36536 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183372.000000 Penalty: 47552.976562
Iteration 353Q: 80 clusters Score -4.218337e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19726 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31396 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28032 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5954 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14072 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20981 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19054 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23654 members 
Mstep: Class 33 contains 18398 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10322 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16096 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15263 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4553 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3179 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3511 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 624 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25487 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14871 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36535 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183360.000000 Penalty: 47552.976562
Iteration 354Q: 80 clusters Score -4.218336e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19731 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31393 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28023 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14090 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20982 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19061 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18402 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10287 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16062 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6497 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15284 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4550 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3169 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3523 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 614 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25523 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14833 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36537 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183280.000000 Penalty: 47552.976562
Iteration 355Q: 80 clusters Score -4.218328e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19730 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31385 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28050 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14115 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20985 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19023 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18399 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10245 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 16023 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6497 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15326 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4558 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3161 members 
Mstep: Class 62 contains 3196 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3532 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 614 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25564 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14783 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36535 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183336.000000 Penalty: 47552.976562
Iteration 356Q: 80 clusters Score -4.218334e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31370 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28067 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14140 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6304 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20985 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18999 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18402 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10210 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15986 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15349 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4559 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3154 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3540 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 610 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25605 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14732 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36529 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183380.000000 Penalty: 47552.976562
Iteration 357Q: 80 clusters Score -4.218338e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19726 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31344 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14157 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20990 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18405 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10177 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15951 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15362 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4556 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3150 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3557 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 609 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25638 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14693 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36525 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 320 members 
Mstep: Class 79 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183380.000000 Penalty: 47552.976562
Iteration 358Q: 80 clusters Score -4.218338e+07 nChanged 229
Entering ConstructFrom: 
Score: -42183380.000000 Penalty: 47552.976562
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50410.964844 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50410.96 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50639.378906 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50639.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -50735.804688 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50735.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50803.730469 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -50803.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50869.312500 Penalty: 603.871155
	Iteration 4F: 3 clusters Score -50869.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50895.039062 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50895.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -50909.800781 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50909.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50917.210938 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50917.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50922.152344 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50922.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -50925.390625 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50925.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -50929.542969 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50929.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50931.000000 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -50931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50933.351562 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -50933.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50936.726562 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -50936.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50938.996094 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -50939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50939.800781 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -50939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50942.679688 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -50942.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -50944.023438 Penalty: 603.871155
	Iteration 17Q: 3 clusters Score -50944.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50945.320312 Penalty: 603.871155
	Iteration 18Q: 3 clusters Score -50945.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50949.082031 Penalty: 603.871155
	Iteration 19Q: 3 clusters Score -50949.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50954.816406 Penalty: 603.871155
	Iteration 20F: 3 clusters Score -50954.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50959.812500 Penalty: 603.871155
	Iteration 21Q: 3 clusters Score -50959.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50964.539062 Penalty: 603.871155
	Iteration 22Q: 3 clusters Score -50964.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -50966.964844 Penalty: 603.871155
	Iteration 23Q: 3 clusters Score -50966.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -50967.808594 Penalty: 603.871155
	Iteration 24Q: 3 clusters Score -50967.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50970.218750 Penalty: 603.871155
	Iteration 25Q: 3 clusters Score -50970.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50972.906250 Penalty: 603.871155
	Iteration 26Q: 3 clusters Score -50972.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -50974.156250 Penalty: 603.871155
	Iteration 27Q: 3 clusters Score -50974.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50975.113281 Penalty: 603.871155
	Iteration 28Q: 3 clusters Score -50975.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50975.816406 Penalty: 603.871155
	Iteration 29Q: 3 clusters Score -50975.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -50976.132812 Penalty: 603.871155
	Iteration 30Q: 3 clusters Score -50976.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -50976.234375 Penalty: 603.871155
	Iteration 31Q: 3 clusters Score -50976.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -50976.234375 Penalty: 603.871155
	Iteration 32F: 3 clusters Score -50976.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -360627.031250 Penalty: 386.398987
	Iteration 0F: 2 clusters Score -360627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -357347.500000 Penalty: 772.797974
	Iteration 0F: 3 clusters Score -357347.5 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -358751.062500 Penalty: 772.797974
	Iteration 1F: 3 clusters Score -358751.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -358999.687500 Penalty: 772.797974
	Iteration 2F: 3 clusters Score -358999.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -359187.593750 Penalty: 772.797974
	Iteration 3F: 3 clusters Score -359187.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -359350.843750 Penalty: 772.797974
	Iteration 4F: 3 clusters Score -359350.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -359486.093750 Penalty: 772.797974
	Iteration 5F: 3 clusters Score -359486.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -359611.375000 Penalty: 772.797974
	Iteration 6Q: 3 clusters Score -359611.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -359692.437500 Penalty: 772.797974
	Iteration 7Q: 3 clusters Score -359692.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -359740.093750 Penalty: 772.797974
	Iteration 8Q: 3 clusters Score -359740.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -359770.375000 Penalty: 772.797974
	Iteration 9Q: 3 clusters Score -359770.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -359792.968750 Penalty: 772.797974
	Iteration 10Q: 3 clusters Score -359793 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -359811.281250 Penalty: 772.797974
	Iteration 11Q: 3 clusters Score -359811.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -359827.562500 Penalty: 772.797974
	Iteration 12Q: 3 clusters Score -359827.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -359839.625000 Penalty: 772.797974
	Iteration 13Q: 3 clusters Score -359839.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -359850.281250 Penalty: 772.797974
	Iteration 14Q: 3 clusters Score -359850.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -359856.687500 Penalty: 772.797974
	Iteration 15Q: 3 clusters Score -359856.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -359863.343750 Penalty: 772.797974
	Iteration 16Q: 3 clusters Score -359863.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -359871.187500 Penalty: 772.797974
	Iteration 17Q: 3 clusters Score -359871.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -359879.656250 Penalty: 772.797974
	Iteration 18Q: 3 clusters Score -359879.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -359884.593750 Penalty: 772.797974
	Iteration 19Q: 3 clusters Score -359884.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -359890.718750 Penalty: 772.797974
	Iteration 20F: 3 clusters Score -359890.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -359895.031250 Penalty: 772.797974
	Iteration 21Q: 3 clusters Score -359895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -359899.343750 Penalty: 772.797974
	Iteration 22Q: 3 clusters Score -359899.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -359905.718750 Penalty: 772.797974
	Iteration 23Q: 3 clusters Score -359905.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -359912.812500 Penalty: 772.797974
	Iteration 24Q: 3 clusters Score -359912.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359919.343750 Penalty: 772.797974
	Iteration 25Q: 3 clusters Score -359919.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -359926.875000 Penalty: 772.797974
	Iteration 26Q: 3 clusters Score -359926.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -359938.718750 Penalty: 772.797974
	Iteration 27Q: 3 clusters Score -359938.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -359954.156250 Penalty: 772.797974
	Iteration 28Q: 3 clusters Score -359954.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -359965.968750 Penalty: 772.797974
	Iteration 29Q: 3 clusters Score -359966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -359975.593750 Penalty: 772.797974
	Iteration 30Q: 3 clusters Score -359975.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -359986.562500 Penalty: 772.797974
	Iteration 31Q: 3 clusters Score -359986.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -359996.125000 Penalty: 772.797974
	Iteration 32Q: 3 clusters Score -359996.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -360006.656250 Penalty: 772.797974
	Iteration 33Q: 3 clusters Score -360006.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -360014.625000 Penalty: 772.797974
	Iteration 34Q: 3 clusters Score -360014.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -360020.812500 Penalty: 772.797974
	Iteration 35Q: 3 clusters Score -360020.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -360026.593750 Penalty: 772.797974
	Iteration 36Q: 3 clusters Score -360026.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -360032.406250 Penalty: 772.797974
	Iteration 37Q: 3 clusters Score -360032.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -360039.000000 Penalty: 772.797974
	Iteration 38Q: 3 clusters Score -360039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -360046.562500 Penalty: 772.797974
	Iteration 39Q: 3 clusters Score -360046.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -360051.812500 Penalty: 772.797974
	Iteration 40F: 3 clusters Score -360051.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -360055.187500 Penalty: 772.797974
	Iteration 41Q: 3 clusters Score -360055.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -360060.406250 Penalty: 772.797974
	Iteration 42Q: 3 clusters Score -360060.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -360063.437500 Penalty: 772.797974
	Iteration 43Q: 3 clusters Score -360063.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -360067.687500 Penalty: 772.797974
	Iteration 44Q: 3 clusters Score -360067.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -360072.343750 Penalty: 772.797974
	Iteration 45Q: 3 clusters Score -360072.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -360076.750000 Penalty: 772.797974
	Iteration 46Q: 3 clusters Score -360076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -360079.812500 Penalty: 772.797974
	Iteration 47Q: 3 clusters Score -360079.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -360082.531250 Penalty: 772.797974
	Iteration 48Q: 3 clusters Score -360082.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -360087.156250 Penalty: 772.797974
	Iteration 49Q: 3 clusters Score -360087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -360090.656250 Penalty: 772.797974
	Iteration 50Q: 3 clusters Score -360090.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -360094.218750 Penalty: 772.797974
	Iteration 51Q: 3 clusters Score -360094.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -360098.531250 Penalty: 772.797974
	Iteration 52Q: 3 clusters Score -360098.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -360102.000000 Penalty: 772.797974
	Iteration 53Q: 3 clusters Score -360102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -360106.437500 Penalty: 772.797974
	Iteration 54Q: 3 clusters Score -360106.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -360115.781250 Penalty: 772.797974
	Iteration 55Q: 3 clusters Score -360115.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -360121.750000 Penalty: 772.797974
	Iteration 56Q: 3 clusters Score -360121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -360125.593750 Penalty: 772.797974
	Iteration 57Q: 3 clusters Score -360125.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -360129.343750 Penalty: 772.797974
	Iteration 58Q: 3 clusters Score -360129.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -360133.062500 Penalty: 772.797974
	Iteration 59Q: 3 clusters Score -360133.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -360135.781250 Penalty: 772.797974
	Iteration 60F: 3 clusters Score -360135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -360139.531250 Penalty: 772.797974
	Iteration 61Q: 3 clusters Score -360139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -360142.343750 Penalty: 772.797974
	Iteration 62Q: 3 clusters Score -360142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -360145.250000 Penalty: 772.797974
	Iteration 63Q: 3 clusters Score -360145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -360149.500000 Penalty: 772.797974
	Iteration 64Q: 3 clusters Score -360149.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -360157.218750 Penalty: 772.797974
	Iteration 65Q: 3 clusters Score -360157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -360164.250000 Penalty: 772.797974
	Iteration 66Q: 3 clusters Score -360164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -360170.750000 Penalty: 772.797974
	Iteration 67Q: 3 clusters Score -360170.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -360178.125000 Penalty: 772.797974
	Iteration 68Q: 3 clusters Score -360178.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -360183.062500 Penalty: 772.797974
	Iteration 69Q: 3 clusters Score -360183.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -360190.343750 Penalty: 772.797974
	Iteration 70Q: 3 clusters Score -360190.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -360198.687500 Penalty: 772.797974
	Iteration 71Q: 3 clusters Score -360198.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -360204.343750 Penalty: 772.797974
	Iteration 72Q: 3 clusters Score -360204.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -360208.625000 Penalty: 772.797974
	Iteration 73Q: 3 clusters Score -360208.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -360212.625000 Penalty: 772.797974
	Iteration 74Q: 3 clusters Score -360212.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -360215.062500 Penalty: 772.797974
	Iteration 75Q: 3 clusters Score -360215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -360221.531250 Penalty: 772.797974
	Iteration 76Q: 3 clusters Score -360221.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -360227.968750 Penalty: 772.797974
	Iteration 77Q: 3 clusters Score -360228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -360232.843750 Penalty: 772.797974
	Iteration 78Q: 3 clusters Score -360232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -360240.312500 Penalty: 772.797974
	Iteration 79Q: 3 clusters Score -360240.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -360245.656250 Penalty: 772.797974
	Iteration 80F: 3 clusters Score -360245.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -360248.562500 Penalty: 772.797974
	Iteration 81Q: 3 clusters Score -360248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -360250.312500 Penalty: 772.797974
	Iteration 82Q: 3 clusters Score -360250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -360251.750000 Penalty: 772.797974
	Iteration 83Q: 3 clusters Score -360251.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -360252.250000 Penalty: 772.797974
	Iteration 84Q: 3 clusters Score -360252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -360254.875000 Penalty: 772.797974
	Iteration 85Q: 3 clusters Score -360254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -360257.000000 Penalty: 772.797974
	Iteration 86Q: 3 clusters Score -360257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -360258.281250 Penalty: 772.797974
	Iteration 87Q: 3 clusters Score -360258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -360260.125000 Penalty: 772.797974
	Iteration 88Q: 3 clusters Score -360260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -360260.937500 Penalty: 772.797974
	Iteration 89Q: 3 clusters Score -360260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -360262.937500 Penalty: 772.797974
	Iteration 90Q: 3 clusters Score -360262.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -360265.281250 Penalty: 772.797974
	Iteration 91Q: 3 clusters Score -360265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -360267.312500 Penalty: 772.797974
	Iteration 92Q: 3 clusters Score -360267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -360269.156250 Penalty: 772.797974
	Iteration 93Q: 3 clusters Score -360269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -360271.031250 Penalty: 772.797974
	Iteration 94Q: 3 clusters Score -360271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -360273.281250 Penalty: 772.797974
	Iteration 95Q: 3 clusters Score -360273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -360274.687500 Penalty: 772.797974
	Iteration 96Q: 3 clusters Score -360274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -360276.812500 Penalty: 772.797974
	Iteration 97Q: 3 clusters Score -360276.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -360279.937500 Penalty: 772.797974
	Iteration 98Q: 3 clusters Score -360279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -360283.843750 Penalty: 772.797974
	Iteration 99Q: 3 clusters Score -360283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -360284.687500 Penalty: 772.797974
	Iteration 100F: 3 clusters Score -360284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -360285.843750 Penalty: 772.797974
	Iteration 101Q: 3 clusters Score -360285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -360286.906250 Penalty: 772.797974
	Iteration 102Q: 3 clusters Score -360286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -360288.562500 Penalty: 772.797974
	Iteration 103Q: 3 clusters Score -360288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -360291.406250 Penalty: 772.797974
	Iteration 104Q: 3 clusters Score -360291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -360295.125000 Penalty: 772.797974
	Iteration 105Q: 3 clusters Score -360295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -360299.687500 Penalty: 772.797974
	Iteration 106Q: 3 clusters Score -360299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -360303.718750 Penalty: 772.797974
	Iteration 107Q: 3 clusters Score -360303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -360307.968750 Penalty: 772.797974
	Iteration 108Q: 3 clusters Score -360308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -360312.250000 Penalty: 772.797974
	Iteration 109Q: 3 clusters Score -360312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -360315.906250 Penalty: 772.797974
	Iteration 110Q: 3 clusters Score -360315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -360318.750000 Penalty: 772.797974
	Iteration 111Q: 3 clusters Score -360318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -360321.187500 Penalty: 772.797974
	Iteration 112Q: 3 clusters Score -360321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -360326.500000 Penalty: 772.797974
	Iteration 113Q: 3 clusters Score -360326.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -360328.187500 Penalty: 772.797974
	Iteration 114Q: 3 clusters Score -360328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -360330.625000 Penalty: 772.797974
	Iteration 115Q: 3 clusters Score -360330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -360333.218750 Penalty: 772.797974
	Iteration 116Q: 3 clusters Score -360333.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -360335.062500 Penalty: 772.797974
	Iteration 117Q: 3 clusters Score -360335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -360336.843750 Penalty: 772.797974
	Iteration 118Q: 3 clusters Score -360336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -360337.250000 Penalty: 772.797974
	Iteration 119Q: 3 clusters Score -360337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -360337.250000 Penalty: 772.797974
	Iteration 120F: 3 clusters Score -360337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Entering Unmasked Estep 
Score: -1561814.125000 Penalty: 449.962555
	Iteration 0F: 2 clusters Score -1561814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1548676.875000 Penalty: 899.925110
	Iteration 0F: 3 clusters Score -1548677 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1553799.125000 Penalty: 899.925110
	Iteration 1F: 3 clusters Score -1553799 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1553935.875000 Penalty: 899.925110
	Iteration 2Q: 3 clusters Score -1553936 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1554087.750000 Penalty: 899.925110
	Iteration 3Q: 3 clusters Score -1554088 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1554290.375000 Penalty: 899.925110
	Iteration 4Q: 3 clusters Score -1554290 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1554602.000000 Penalty: 899.925110
	Iteration 5Q: 3 clusters Score -1554602 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1555160.500000 Penalty: 899.925110
	Iteration 6F: 3 clusters Score -1555160 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1556118.125000 Penalty: 899.925110
	Iteration 7F: 3 clusters Score -1556118 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1557583.125000 Penalty: 899.925110
	Iteration 8F: 3 clusters Score -1557583 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1559328.125000 Penalty: 899.925110
	Iteration 9F: 3 clusters Score -1559328 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1560576.375000 Penalty: 899.925110
	Iteration 10F: 3 clusters Score -1560576 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -1561142.375000 Penalty: 899.925110
	Iteration 11Q: 3 clusters Score -1561142 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1561321.125000 Penalty: 899.925110
	Iteration 12Q: 3 clusters Score -1561321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1561379.500000 Penalty: 899.925110
	Iteration 13Q: 3 clusters Score -1561380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1561414.000000 Penalty: 899.925110
	Iteration 14Q: 3 clusters Score -1561414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1561414.750000 Penalty: 899.925110
	Iteration 15Q: 3 clusters Score -1561415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1561414.750000 Penalty: 899.925110
	Iteration 16F: 3 clusters Score -1561415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Entering Unmasked Estep 
Score: -1605209.375000 Penalty: 450.595032
	Iteration 0F: 2 clusters Score -1605209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1591878.625000 Penalty: 901.190063
	Iteration 0F: 3 clusters Score -1591879 nChanged 9421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1597506.875000 Penalty: 901.190063
	Iteration 1F: 3 clusters Score -1597507 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1597964.250000 Penalty: 901.190063
	Iteration 2Q: 3 clusters Score -1597964 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1598553.500000 Penalty: 901.190063
	Iteration 3F: 3 clusters Score -1598554 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1599277.750000 Penalty: 901.190063
	Iteration 4F: 3 clusters Score -1599278 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1600206.375000 Penalty: 901.190063
	Iteration 5F: 3 clusters Score -1600206 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1601218.000000 Penalty: 901.190063
	Iteration 6F: 3 clusters Score -1601218 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1602159.625000 Penalty: 901.190063
	Iteration 7F: 3 clusters Score -1602160 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1602933.375000 Penalty: 901.190063
	Iteration 8Q: 3 clusters Score -1602933 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1603507.375000 Penalty: 901.190063
	Iteration 9Q: 3 clusters Score -1603507 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1603961.375000 Penalty: 901.190063
	Iteration 10Q: 3 clusters Score -1603961 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1604312.875000 Penalty: 901.190063
	Iteration 11Q: 3 clusters Score -1604313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1604529.500000 Penalty: 901.190063
	Iteration 12Q: 3 clusters Score -1604530 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1604662.750000 Penalty: 901.190063
	Iteration 13Q: 3 clusters Score -1604663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1604727.375000 Penalty: 901.190063
	Iteration 14Q: 3 clusters Score -1604727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1604758.875000 Penalty: 901.190063
	Iteration 15Q: 3 clusters Score -1604759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1604782.500000 Penalty: 901.190063
	Iteration 16Q: 3 clusters Score -1604782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -1604792.125000 Penalty: 901.190063
	Iteration 17Q: 3 clusters Score -1604792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1604801.875000 Penalty: 901.190063
	Iteration 18Q: 3 clusters Score -1604802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1604806.375000 Penalty: 901.190063
	Iteration 19Q: 3 clusters Score -1604806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1604809.750000 Penalty: 901.190063
	Iteration 20F: 3 clusters Score -1604810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1604817.125000 Penalty: 901.190063
	Iteration 21Q: 3 clusters Score -1604817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1604817.375000 Penalty: 901.190063
	Iteration 22Q: 3 clusters Score -1604817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1604818.750000 Penalty: 901.190063
	Iteration 23Q: 3 clusters Score -1604819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1604818.750000 Penalty: 901.190063
	Iteration 24F: 3 clusters Score -1604819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 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 82 members 
Entering Unmasked Estep 
Score: -7143.875977 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7143.876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7201.239746 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7201.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7235.836914 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7235.837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7291.045410 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -7291.045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7321.647949 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -7321.648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7362.488770 Penalty: 458.362671
	Iteration 5F: 3 clusters Score -7362.489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7379.159668 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7379.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7382.621094 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7382.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -7393.965332 Penalty: 458.362671
	Iteration 8Q: 3 clusters Score -7393.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7398.943848 Penalty: 458.362671
	Iteration 9Q: 3 clusters Score -7398.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7398.943848 Penalty: 458.362671
	Iteration 10F: 3 clusters Score -7398.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 64 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14184 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10129 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15924 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4792 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15365 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3144 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3565 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 607 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25674 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14664 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15497 members 
Mstep: Class 80 contains 90 members 
Entering Unmasked Estep 
Score: -42183052.000000 Penalty: 48154.914062
Splitting cluster 5 changes total score from -42183380.000000 to -42183052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43794.308594 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43794.31 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44017.417969 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -44017.42 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44118.597656 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44118.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44197.406250 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44197.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44248.878906 Penalty: 596.018188
	Iteration 4F: 3 clusters Score -44248.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44269.273438 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44269.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44284.269531 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44284.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44291.593750 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44291.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44294.601562 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44295.011719 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44295.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44295.808594 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44295.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44296.093750 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44296.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44296.093750 Penalty: 596.018188
	Iteration 12F: 3 clusters Score -44296.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Entering Unmasked Estep 
Score: -2510324.500000 Penalty: 471.035461
	Iteration 0F: 2 clusters Score -2510324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2490986.500000 Penalty: 942.070923
	Iteration 0F: 3 clusters Score -2490986 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2499885.000000 Penalty: 942.070923
	Iteration 1F: 3 clusters Score -2499885 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2500471.750000 Penalty: 942.070923
	Iteration 2Q: 3 clusters Score -2500472 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2501449.750000 Penalty: 942.070923
	Iteration 3F: 3 clusters Score -2501450 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2502965.750000 Penalty: 942.070923
	Iteration 4F: 3 clusters Score -2502966 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2504830.500000 Penalty: 942.070923
	Iteration 5F: 3 clusters Score -2504830 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2506279.250000 Penalty: 942.070923
	Iteration 6F: 3 clusters Score -2506279 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2506978.750000 Penalty: 942.070923
	Iteration 7Q: 3 clusters Score -2506979 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2507252.750000 Penalty: 942.070923
	Iteration 8Q: 3 clusters Score -2507253 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2507400.250000 Penalty: 942.070923
	Iteration 9Q: 3 clusters Score -2507400 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2507531.750000 Penalty: 942.070923
	Iteration 10Q: 3 clusters Score -2507532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2507683.750000 Penalty: 942.070923
	Iteration 11Q: 3 clusters Score -2507684 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2507840.250000 Penalty: 942.070923
	Iteration 12Q: 3 clusters Score -2507840 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -2507990.750000 Penalty: 942.070923
	Iteration 13Q: 3 clusters Score -2507991 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2508141.000000 Penalty: 942.070923
	Iteration 14Q: 3 clusters Score -2508141 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -2508277.000000 Penalty: 942.070923
	Iteration 15Q: 3 clusters Score -2508277 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -2508461.750000 Penalty: 942.070923
	Iteration 16Q: 3 clusters Score -2508462 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2508614.250000 Penalty: 942.070923
	Iteration 17Q: 3 clusters Score -2508614 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -2508790.750000 Penalty: 942.070923
	Iteration 18Q: 3 clusters Score -2508791 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -2508920.000000 Penalty: 942.070923
	Iteration 19Q: 3 clusters Score -2508920 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -2509068.500000 Penalty: 942.070923
	Iteration 20F: 3 clusters Score -2509068 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -2509217.750000 Penalty: 942.070923
	Iteration 21Q: 3 clusters Score -2509218 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2509373.750000 Penalty: 942.070923
	Iteration 22Q: 3 clusters Score -2509374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -2509519.500000 Penalty: 942.070923
	Iteration 23Q: 3 clusters Score -2509520 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -2509689.250000 Penalty: 942.070923
	Iteration 24Q: 3 clusters Score -2509689 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -2509817.000000 Penalty: 942.070923
	Iteration 25Q: 3 clusters Score -2509817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2509891.750000 Penalty: 942.070923
	Iteration 26Q: 3 clusters Score -2509892 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -2509940.500000 Penalty: 942.070923
	Iteration 27Q: 3 clusters Score -2509940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -2510003.750000 Penalty: 942.070923
	Iteration 28Q: 3 clusters Score -2510004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -2510047.250000 Penalty: 942.070923
	Iteration 29Q: 3 clusters Score -2510047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -2510071.750000 Penalty: 942.070923
	Iteration 30Q: 3 clusters Score -2510072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -2510099.750000 Penalty: 942.070923
	Iteration 31Q: 3 clusters Score -2510100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2510116.250000 Penalty: 942.070923
	Iteration 32Q: 3 clusters Score -2510116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -2510126.750000 Penalty: 942.070923
	Iteration 33Q: 3 clusters Score -2510127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2510128.000000 Penalty: 942.070923
	Iteration 34Q: 3 clusters Score -2510128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -2510137.500000 Penalty: 942.070923
	Iteration 35Q: 3 clusters Score -2510138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -2510148.250000 Penalty: 942.070923
	Iteration 36Q: 3 clusters Score -2510148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -2510154.750000 Penalty: 942.070923
	Iteration 37Q: 3 clusters Score -2510155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -2510157.500000 Penalty: 942.070923
	Iteration 38Q: 3 clusters Score -2510158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -2510154.750000 Penalty: 942.070923
	Iteration 39Q: 3 clusters Score -2510155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -2510159.250000 Penalty: 942.070923
	Iteration 40F: 3 clusters Score -2510159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -2510161.000000 Penalty: 942.070923
	Iteration 41Q: 3 clusters Score -2510161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2510157.000000 Penalty: 942.070923
	Iteration 42Q: 3 clusters Score -2510157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -2510159.250000 Penalty: 942.070923
	Iteration 43Q: 3 clusters Score -2510159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -2510158.750000 Penalty: 942.070923
	Iteration 44Q: 3 clusters Score -2510159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -2510160.000000 Penalty: 942.070923
	Iteration 45Q: 3 clusters Score -2510160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2510158.000000 Penalty: 942.070923
	Iteration 46Q: 3 clusters Score -2510158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -2510158.000000 Penalty: 942.070923
	Iteration 47F: 3 clusters Score -2510158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Entering Unmasked Estep 
Score: -277197.125000 Penalty: 376.483246
	Iteration 0F: 2 clusters Score -277197.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -274507.250000 Penalty: 752.966492
	Iteration 0F: 3 clusters Score -274507.2 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -275558.375000 Penalty: 752.966492
	Iteration 1F: 3 clusters Score -275558.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -275733.625000 Penalty: 752.966492
	Iteration 2F: 3 clusters Score -275733.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -275907.687500 Penalty: 752.966492
	Iteration 3F: 3 clusters Score -275907.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -276070.187500 Penalty: 752.966492
	Iteration 4F: 3 clusters Score -276070.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -276246.281250 Penalty: 752.966492
	Iteration 5F: 3 clusters Score -276246.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -276422.531250 Penalty: 752.966492
	Iteration 6F: 3 clusters Score -276422.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -276599.906250 Penalty: 752.966492
	Iteration 7F: 3 clusters Score -276599.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -276705.750000 Penalty: 752.966492
	Iteration 8Q: 3 clusters Score -276705.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -276744.437500 Penalty: 752.966492
	Iteration 9Q: 3 clusters Score -276744.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -276766.968750 Penalty: 752.966492
	Iteration 10Q: 3 clusters Score -276767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -276782.375000 Penalty: 752.966492
	Iteration 11Q: 3 clusters Score -276782.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -276791.125000 Penalty: 752.966492
	Iteration 12Q: 3 clusters Score -276791.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -276798.812500 Penalty: 752.966492
	Iteration 13Q: 3 clusters Score -276798.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -276803.968750 Penalty: 752.966492
	Iteration 14Q: 3 clusters Score -276804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -276807.093750 Penalty: 752.966492
	Iteration 15Q: 3 clusters Score -276807.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -276809.687500 Penalty: 752.966492
	Iteration 16Q: 3 clusters Score -276809.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -276813.687500 Penalty: 752.966492
	Iteration 17Q: 3 clusters Score -276813.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -276818.906250 Penalty: 752.966492
	Iteration 18Q: 3 clusters Score -276818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -276822.781250 Penalty: 752.966492
	Iteration 19Q: 3 clusters Score -276822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -276827.156250 Penalty: 752.966492
	Iteration 20F: 3 clusters Score -276827.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -276833.906250 Penalty: 752.966492
	Iteration 21Q: 3 clusters Score -276833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -276838.437500 Penalty: 752.966492
	Iteration 22Q: 3 clusters Score -276838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -276840.437500 Penalty: 752.966492
	Iteration 23Q: 3 clusters Score -276840.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -276842.843750 Penalty: 752.966492
	Iteration 24Q: 3 clusters Score -276842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -276845.281250 Penalty: 752.966492
	Iteration 25Q: 3 clusters Score -276845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -276846.875000 Penalty: 752.966492
	Iteration 26Q: 3 clusters Score -276846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -276847.843750 Penalty: 752.966492
	Iteration 27Q: 3 clusters Score -276847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -276848.250000 Penalty: 752.966492
	Iteration 28Q: 3 clusters Score -276848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -276848.093750 Penalty: 752.966492
	Iteration 29Q: 3 clusters Score -276848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -276848.312500 Penalty: 752.966492
	Iteration 30Q: 3 clusters Score -276848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -276848.343750 Penalty: 752.966492
	Iteration 31Q: 3 clusters Score -276848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -276848.656250 Penalty: 752.966492
	Iteration 32Q: 3 clusters Score -276848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -276848.656250 Penalty: 752.966492
	Iteration 33F: 3 clusters Score -276848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -141895.796875 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -141895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -140482.093750 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -140482.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -141033.531250 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -141033.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141182.734375 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -141182.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -141268.890625 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -141268.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141328.234375 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -141328.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -141383.515625 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -141383.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -141442.671875 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -141442.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -141482.375000 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -141482.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -141513.234375 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -141513.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141529.265625 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -141529.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -141547.843750 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -141547.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -141561.937500 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -141561.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -141569.718750 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -141569.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -141573.343750 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -141573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -141574.734375 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -141574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -141576.125000 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -141576.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -141576.671875 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -141576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -141576.984375 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -141577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -141577.406250 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -141577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -141578.296875 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -141578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -141578.906250 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -141578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -141579.187500 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -141579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -141580.109375 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -141580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -141582.562500 Penalty: 689.611267
	Iteration 23Q: 3 clusters Score -141582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -141585.062500 Penalty: 689.611267
	Iteration 24Q: 3 clusters Score -141585.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -141586.859375 Penalty: 689.611267
	Iteration 25Q: 3 clusters Score -141586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -141588.015625 Penalty: 689.611267
	Iteration 26Q: 3 clusters Score -141588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -141588.546875 Penalty: 689.611267
	Iteration 27Q: 3 clusters Score -141588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -141589.296875 Penalty: 689.611267
	Iteration 28Q: 3 clusters Score -141589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -141591.234375 Penalty: 689.611267
	Iteration 29Q: 3 clusters Score -141591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -141592.281250 Penalty: 689.611267
	Iteration 30Q: 3 clusters Score -141592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -141596.015625 Penalty: 689.611267
	Iteration 31Q: 3 clusters Score -141596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -141602.781250 Penalty: 689.611267
	Iteration 32Q: 3 clusters Score -141602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -141606.796875 Penalty: 689.611267
	Iteration 33Q: 3 clusters Score -141606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -141606.953125 Penalty: 689.611267
	Iteration 34Q: 3 clusters Score -141607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -141607.250000 Penalty: 689.611267
	Iteration 35Q: 3 clusters Score -141607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -141608.937500 Penalty: 689.611267
	Iteration 36Q: 3 clusters Score -141608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -141609.890625 Penalty: 689.611267
	Iteration 37Q: 3 clusters Score -141609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -141612.250000 Penalty: 689.611267
	Iteration 38Q: 3 clusters Score -141612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -141612.250000 Penalty: 689.611267
	Iteration 39F: 3 clusters Score -141612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -249234.703125 Penalty: 370.104919
	Iteration 0F: 2 clusters Score -249234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -246847.734375 Penalty: 740.209839
	Iteration 0F: 3 clusters Score -246847.7 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -247687.421875 Penalty: 740.209839
	Iteration 1F: 3 clusters Score -247687.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -247792.062500 Penalty: 740.209839
	Iteration 2F: 3 clusters Score -247792.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -247880.484375 Penalty: 740.209839
	Iteration 3F: 3 clusters Score -247880.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -247938.250000 Penalty: 740.209839
	Iteration 4Q: 3 clusters Score -247938.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -247976.640625 Penalty: 740.209839
	Iteration 5Q: 3 clusters Score -247976.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -248008.171875 Penalty: 740.209839
	Iteration 6Q: 3 clusters Score -248008.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -248041.312500 Penalty: 740.209839
	Iteration 7Q: 3 clusters Score -248041.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -248078.296875 Penalty: 740.209839
	Iteration 8Q: 3 clusters Score -248078.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -248103.531250 Penalty: 740.209839
	Iteration 9Q: 3 clusters Score -248103.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -248126.843750 Penalty: 740.209839
	Iteration 10Q: 3 clusters Score -248126.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -248146.281250 Penalty: 740.209839
	Iteration 11Q: 3 clusters Score -248146.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -248162.156250 Penalty: 740.209839
	Iteration 12Q: 3 clusters Score -248162.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -248173.765625 Penalty: 740.209839
	Iteration 13Q: 3 clusters Score -248173.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -248188.093750 Penalty: 740.209839
	Iteration 14Q: 3 clusters Score -248188.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -248197.984375 Penalty: 740.209839
	Iteration 15Q: 3 clusters Score -248198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -248209.765625 Penalty: 740.209839
	Iteration 16Q: 3 clusters Score -248209.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -248221.984375 Penalty: 740.209839
	Iteration 17Q: 3 clusters Score -248222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -248234.421875 Penalty: 740.209839
	Iteration 18Q: 3 clusters Score -248234.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -248249.812500 Penalty: 740.209839
	Iteration 19Q: 3 clusters Score -248249.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -248271.437500 Penalty: 740.209839
	Iteration 20F: 3 clusters Score -248271.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -248297.453125 Penalty: 740.209839
	Iteration 21Q: 3 clusters Score -248297.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -248326.328125 Penalty: 740.209839
	Iteration 22Q: 3 clusters Score -248326.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -248367.968750 Penalty: 740.209839
	Iteration 23Q: 3 clusters Score -248368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -248428.546875 Penalty: 740.209839
	Iteration 24Q: 3 clusters Score -248428.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248503.703125 Penalty: 740.209839
	Iteration 25Q: 3 clusters Score -248503.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -248579.750000 Penalty: 740.209839
	Iteration 26Q: 3 clusters Score -248579.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248645.250000 Penalty: 740.209839
	Iteration 27Q: 3 clusters Score -248645.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -248713.171875 Penalty: 740.209839
	Iteration 28Q: 3 clusters Score -248713.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -248773.515625 Penalty: 740.209839
	Iteration 29Q: 3 clusters Score -248773.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -248816.109375 Penalty: 740.209839
	Iteration 30Q: 3 clusters Score -248816.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -248842.375000 Penalty: 740.209839
	Iteration 31Q: 3 clusters Score -248842.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -248868.328125 Penalty: 740.209839
	Iteration 32Q: 3 clusters Score -248868.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -248904.359375 Penalty: 740.209839
	Iteration 33Q: 3 clusters Score -248904.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -248926.843750 Penalty: 740.209839
	Iteration 34Q: 3 clusters Score -248926.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -248936.687500 Penalty: 740.209839
	Iteration 35Q: 3 clusters Score -248936.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -248943.484375 Penalty: 740.209839
	Iteration 36Q: 3 clusters Score -248943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -248945.671875 Penalty: 740.209839
	Iteration 37Q: 3 clusters Score -248945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -248947.468750 Penalty: 740.209839
	Iteration 38Q: 3 clusters Score -248947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -248950.843750 Penalty: 740.209839
	Iteration 39Q: 3 clusters Score -248950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -248952.250000 Penalty: 740.209839
	Iteration 40F: 3 clusters Score -248952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -248953.421875 Penalty: 740.209839
	Iteration 41Q: 3 clusters Score -248953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -248954.828125 Penalty: 740.209839
	Iteration 42Q: 3 clusters Score -248954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -248957.171875 Penalty: 740.209839
	Iteration 43Q: 3 clusters Score -248957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -248957.734375 Penalty: 740.209839
	Iteration 44Q: 3 clusters Score -248957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -248958.000000 Penalty: 740.209839
	Iteration 45Q: 3 clusters Score -248958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -248958.000000 Penalty: 740.209839
	Iteration 46F: 3 clusters Score -248958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10576.290039 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10576.29 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10735.822266 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10735.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10795.495117 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10795.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10837.375977 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10837.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10853.670898 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10853.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10861.599609 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10862.833008 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10862.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10863.964844 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10863.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10864.792969 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10864.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10864.792969 Penalty: 515.644836
	Iteration 9F: 3 clusters Score -10864.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12374.110352 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12374.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12082.962891 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12082.96 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12194.375977 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12194.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12248.944336 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12248.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12289.284180 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -12289.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12329.419922 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -12329.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12361.375977 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12361.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12376.919922 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12376.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12386.228516 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12386.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12391.526367 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12391.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12396.750977 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12396.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12396.750977 Penalty: 494.468689
	Iteration 10F: 3 clusters Score -12396.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 145 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14184 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10129 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15924 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4792 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15365 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3144 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3565 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 607 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25674 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14664 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15497 members 
Mstep: Class 80 contains 84 members 
Entering Unmasked Estep 
Score: -42183020.000000 Penalty: 48154.914062
Splitting cluster 12 changes total score from -42183380.000000 to -42183020.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (28073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Entering Unmasked Estep 
Score: -2281806.750000 Penalty: 466.036621
	Iteration 0F: 2 clusters Score -2281807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2264082.250000 Penalty: 932.073242
	Iteration 0F: 3 clusters Score -2264082 nChanged 13439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2271784.000000 Penalty: 932.073242
	Iteration 1F: 3 clusters Score -2271784 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2272197.250000 Penalty: 932.073242
	Iteration 2Q: 3 clusters Score -2272197 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2272877.000000 Penalty: 932.073242
	Iteration 3F: 3 clusters Score -2272877 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2274061.250000 Penalty: 932.073242
	Iteration 4F: 3 clusters Score -2274061 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2275821.000000 Penalty: 932.073242
	Iteration 5F: 3 clusters Score -2275821 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2277690.000000 Penalty: 932.073242
	Iteration 6F: 3 clusters Score -2277690 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2278846.250000 Penalty: 932.073242
	Iteration 7Q: 3 clusters Score -2278846 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2279458.250000 Penalty: 932.073242
	Iteration 8Q: 3 clusters Score -2279458 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2279881.250000 Penalty: 932.073242
	Iteration 9Q: 3 clusters Score -2279881 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2280115.500000 Penalty: 932.073242
	Iteration 10Q: 3 clusters Score -2280116 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2280312.750000 Penalty: 932.073242
	Iteration 11Q: 3 clusters Score -2280313 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2280476.500000 Penalty: 932.073242
	Iteration 12Q: 3 clusters Score -2280476 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2280593.250000 Penalty: 932.073242
	Iteration 13Q: 3 clusters Score -2280593 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -2280694.500000 Penalty: 932.073242
	Iteration 14Q: 3 clusters Score -2280694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -2280797.750000 Penalty: 932.073242
	Iteration 15Q: 3 clusters Score -2280798 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -2280924.500000 Penalty: 932.073242
	Iteration 16Q: 3 clusters Score -2280924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2281010.250000 Penalty: 932.073242
	Iteration 17Q: 3 clusters Score -2281010 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -2281080.000000 Penalty: 932.073242
	Iteration 18Q: 3 clusters Score -2281080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2281126.250000 Penalty: 932.073242
	Iteration 19Q: 3 clusters Score -2281126 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2281153.000000 Penalty: 932.073242
	Iteration 20F: 3 clusters Score -2281153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -2281179.500000 Penalty: 932.073242
	Iteration 21Q: 3 clusters Score -2281180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2281204.250000 Penalty: 932.073242
	Iteration 22Q: 3 clusters Score -2281204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -2281242.750000 Penalty: 932.073242
	Iteration 23Q: 3 clusters Score -2281243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -2281272.500000 Penalty: 932.073242
	Iteration 24Q: 3 clusters Score -2281272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -2281297.000000 Penalty: 932.073242
	Iteration 25Q: 3 clusters Score -2281297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -2281312.500000 Penalty: 932.073242
	Iteration 26Q: 3 clusters Score -2281312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -2281322.250000 Penalty: 932.073242
	Iteration 27Q: 3 clusters Score -2281322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2281330.000000 Penalty: 932.073242
	Iteration 28Q: 3 clusters Score -2281330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2281343.250000 Penalty: 932.073242
	Iteration 29Q: 3 clusters Score -2281343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2281351.250000 Penalty: 932.073242
	Iteration 30Q: 3 clusters Score -2281351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2281357.500000 Penalty: 932.073242
	Iteration 31Q: 3 clusters Score -2281358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -2281363.250000 Penalty: 932.073242
	Iteration 32Q: 3 clusters Score -2281363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2281364.750000 Penalty: 932.073242
	Iteration 33Q: 3 clusters Score -2281365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -2281367.500000 Penalty: 932.073242
	Iteration 34Q: 3 clusters Score -2281368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -2281370.750000 Penalty: 932.073242
	Iteration 35Q: 3 clusters Score -2281371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2281370.750000 Penalty: 932.073242
	Iteration 36Q: 3 clusters Score -2281371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2281372.000000 Penalty: 932.073242
	Iteration 37Q: 3 clusters Score -2281372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2281372.000000 Penalty: 932.073242
	Iteration 38F: 3 clusters Score -2281372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 133 members 
Entering Unmasked Estep 
Score: -18879.570312 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18879.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18999.978516 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18999.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19078.648438 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19078.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19110.794922 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -19110.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19118.673828 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19118.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19125.544922 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19125.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19126.392578 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19126.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19129.033203 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19129.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19129.289062 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19129.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19129.289062 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -19129.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Entering Unmasked Estep 
Score: -491420.187500 Penalty: 395.255615
	Iteration 0F: 2 clusters Score -491420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -487351.812500 Penalty: 790.511230
	Iteration 0F: 3 clusters Score -487351.8 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -488742.437500 Penalty: 790.511230
	Iteration 1F: 3 clusters Score -488742.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -488843.843750 Penalty: 790.511230
	Iteration 2F: 3 clusters Score -488843.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -488948.187500 Penalty: 790.511230
	Iteration 3Q: 3 clusters Score -488948.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -489056.750000 Penalty: 790.511230
	Iteration 4Q: 3 clusters Score -489056.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -489210.781250 Penalty: 790.511230
	Iteration 5F: 3 clusters Score -489210.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -489513.656250 Penalty: 790.511230
	Iteration 6F: 3 clusters Score -489513.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -489996.093750 Penalty: 790.511230
	Iteration 7F: 3 clusters Score -489996.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -490372.281250 Penalty: 790.511230
	Iteration 8F: 3 clusters Score -490372.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -490540.125000 Penalty: 790.511230
	Iteration 9F: 3 clusters Score -490540.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -490622.781250 Penalty: 790.511230
	Iteration 10Q: 3 clusters Score -490622.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -490718.718750 Penalty: 790.511230
	Iteration 11Q: 3 clusters Score -490718.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -490802.031250 Penalty: 790.511230
	Iteration 12Q: 3 clusters Score -490802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -490871.406250 Penalty: 790.511230
	Iteration 13Q: 3 clusters Score -490871.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -490937.468750 Penalty: 790.511230
	Iteration 14Q: 3 clusters Score -490937.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -490984.593750 Penalty: 790.511230
	Iteration 15Q: 3 clusters Score -490984.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -490986.312500 Penalty: 790.511230
	Iteration 16Q: 3 clusters Score -490986.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -491044.718750 Penalty: 790.511230
	Iteration 17Q: 3 clusters Score -491044.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -491024.906250 Penalty: 790.511230
	Iteration 18Q: 3 clusters Score -491024.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -491046.281250 Penalty: 790.511230
	Iteration 19Q: 3 clusters Score -491046.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -491014.937500 Penalty: 790.511230
	Iteration 20F: 3 clusters Score -491014.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -491050.062500 Penalty: 790.511230
	Iteration 21Q: 3 clusters Score -491050.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -491051.937500 Penalty: 790.511230
	Iteration 22Q: 3 clusters Score -491051.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -491051.750000 Penalty: 790.511230
	Iteration 23Q: 3 clusters Score -491051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -491051.218750 Penalty: 790.511230
	Iteration 24Q: 3 clusters Score -491051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -491051.593750 Penalty: 790.511230
	Iteration 25Q: 3 clusters Score -491051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -491050.750000 Penalty: 790.511230
	Iteration 26Q: 3 clusters Score -491050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -491054.718750 Penalty: 790.511230
	Iteration 27Q: 3 clusters Score -491054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -491052.968750 Penalty: 790.511230
	Iteration 28Q: 3 clusters Score -491053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -491056.031250 Penalty: 790.511230
	Iteration 29Q: 3 clusters Score -491056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -491054.093750 Penalty: 790.511230
	Iteration 30Q: 3 clusters Score -491054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -491053.562500 Penalty: 790.511230
	Iteration 31Q: 3 clusters Score -491053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -491052.968750 Penalty: 790.511230
	Iteration 32Q: 3 clusters Score -491053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -491051.687500 Penalty: 790.511230
	Iteration 33Q: 3 clusters Score -491051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -491052.375000 Penalty: 790.511230
	Iteration 34Q: 3 clusters Score -491052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -491054.156250 Penalty: 790.511230
	Iteration 35Q: 3 clusters Score -491054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -491054.156250 Penalty: 790.511230
	Iteration 36F: 3 clusters Score -491054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -55191.089844 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -55191.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54541.421875 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -54541.42 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54697.519531 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -54697.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -54739.320312 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -54739.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54758.191406 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -54758.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -54768.007812 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -54768.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54777.875000 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -54777.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54784.582031 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -54784.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54791.457031 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -54791.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54800.480469 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -54800.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54808.992188 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -54808.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -54814.304688 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -54814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54820.339844 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -54820.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54828.714844 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -54828.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54832.574219 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -54832.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54836.136719 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -54836.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54839.253906 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -54839.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54842.988281 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -54842.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54845.695312 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -54845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54849.492188 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -54849.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54851.750000 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -54851.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54858.718750 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -54858.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54862.921875 Penalty: 597.950317
	Iteration 21Q: 3 clusters Score -54862.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54868.011719 Penalty: 597.950317
	Iteration 22Q: 3 clusters Score -54868.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -54876.371094 Penalty: 597.950317
	Iteration 23Q: 3 clusters Score -54876.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -54882.585938 Penalty: 597.950317
	Iteration 24Q: 3 clusters Score -54882.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54887.515625 Penalty: 597.950317
	Iteration 25Q: 3 clusters Score -54887.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -54892.230469 Penalty: 597.950317
	Iteration 26Q: 3 clusters Score -54892.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54894.558594 Penalty: 597.950317
	Iteration 27Q: 3 clusters Score -54894.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54899.355469 Penalty: 597.950317
	Iteration 28Q: 3 clusters Score -54899.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54901.117188 Penalty: 597.950317
	Iteration 29Q: 3 clusters Score -54901.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54901.214844 Penalty: 597.950317
	Iteration 30Q: 3 clusters Score -54901.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54901.214844 Penalty: 597.950317
	Iteration 31F: 3 clusters Score -54901.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -1145030.500000 Penalty: 434.974060
	Iteration 0F: 2 clusters Score -1145030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1135675.875000 Penalty: 869.948120
	Iteration 0F: 3 clusters Score -1135676 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1139436.125000 Penalty: 869.948120
	Iteration 1F: 3 clusters Score -1139436 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1139684.500000 Penalty: 869.948120
	Iteration 2Q: 3 clusters Score -1139684 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1140012.125000 Penalty: 869.948120
	Iteration 3Q: 3 clusters Score -1140012 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1140419.000000 Penalty: 869.948120
	Iteration 4Q: 3 clusters Score -1140419 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1140948.000000 Penalty: 869.948120
	Iteration 5F: 3 clusters Score -1140948 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1141561.125000 Penalty: 869.948120
	Iteration 6F: 3 clusters Score -1141561 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1142222.250000 Penalty: 869.948120
	Iteration 7F: 3 clusters Score -1142222 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1142800.125000 Penalty: 869.948120
	Iteration 8Q: 3 clusters Score -1142800 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1143286.750000 Penalty: 869.948120
	Iteration 9Q: 3 clusters Score -1143287 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1143634.375000 Penalty: 869.948120
	Iteration 10Q: 3 clusters Score -1143634 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1143914.500000 Penalty: 869.948120
	Iteration 11Q: 3 clusters Score -1143914 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1144103.625000 Penalty: 869.948120
	Iteration 12Q: 3 clusters Score -1144104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1144241.125000 Penalty: 869.948120
	Iteration 13Q: 3 clusters Score -1144241 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1144363.625000 Penalty: 869.948120
	Iteration 14Q: 3 clusters Score -1144364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1144430.625000 Penalty: 869.948120
	Iteration 15Q: 3 clusters Score -1144431 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1144491.625000 Penalty: 869.948120
	Iteration 16Q: 3 clusters Score -1144492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1144535.125000 Penalty: 869.948120
	Iteration 17Q: 3 clusters Score -1144535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1144578.125000 Penalty: 869.948120
	Iteration 18Q: 3 clusters Score -1144578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1144613.750000 Penalty: 869.948120
	Iteration 19Q: 3 clusters Score -1144614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1144634.375000 Penalty: 869.948120
	Iteration 20F: 3 clusters Score -1144634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1144653.000000 Penalty: 869.948120
	Iteration 21Q: 3 clusters Score -1144653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1144662.125000 Penalty: 869.948120
	Iteration 22Q: 3 clusters Score -1144662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1144672.125000 Penalty: 869.948120
	Iteration 23Q: 3 clusters Score -1144672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1144682.625000 Penalty: 869.948120
	Iteration 24Q: 3 clusters Score -1144683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1144692.375000 Penalty: 869.948120
	Iteration 25Q: 3 clusters Score -1144692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1144700.625000 Penalty: 869.948120
	Iteration 26Q: 3 clusters Score -1144701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1144705.625000 Penalty: 869.948120
	Iteration 27Q: 3 clusters Score -1144706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1144709.125000 Penalty: 869.948120
	Iteration 28Q: 3 clusters Score -1144709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1144711.500000 Penalty: 869.948120
	Iteration 29Q: 3 clusters Score -1144712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1144714.500000 Penalty: 869.948120
	Iteration 30Q: 3 clusters Score -1144714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1144717.875000 Penalty: 869.948120
	Iteration 31Q: 3 clusters Score -1144718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1144718.500000 Penalty: 869.948120
	Iteration 32Q: 3 clusters Score -1144718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1144719.125000 Penalty: 869.948120
	Iteration 33Q: 3 clusters Score -1144719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1144724.000000 Penalty: 869.948120
	Iteration 34Q: 3 clusters Score -1144724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1144724.250000 Penalty: 869.948120
	Iteration 35Q: 3 clusters Score -1144724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1144724.500000 Penalty: 869.948120
	Iteration 36Q: 3 clusters Score -1144724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1144724.500000 Penalty: 869.948120
	Iteration 37F: 3 clusters Score -1144724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Entering Unmasked Estep 
Score: -3421981.750000 Penalty: 487.545441
	Iteration 0F: 2 clusters Score -3421982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3392383.500000 Penalty: 975.090881
	Iteration 0F: 3 clusters Score -3392384 nChanged 21882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3405229.000000 Penalty: 975.090881
	Iteration 1F: 3 clusters Score -3405229 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3405988.500000 Penalty: 975.090881
	Iteration 2Q: 3 clusters Score -3405988 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3406998.500000 Penalty: 975.090881
	Iteration 3F: 3 clusters Score -3406998 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3408318.000000 Penalty: 975.090881
	Iteration 4F: 3 clusters Score -3408318 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3409787.500000 Penalty: 975.090881
	Iteration 5F: 3 clusters Score -3409788 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3411131.250000 Penalty: 975.090881
	Iteration 6F: 3 clusters Score -3411131 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -3412188.000000 Penalty: 975.090881
	Iteration 7F: 3 clusters Score -3412188 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -3413014.750000 Penalty: 975.090881
	Iteration 8Q: 3 clusters Score -3413015 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3413853.250000 Penalty: 975.090881
	Iteration 9Q: 3 clusters Score -3413853 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -3414792.250000 Penalty: 975.090881
	Iteration 10Q: 3 clusters Score -3414792 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -3415984.000000 Penalty: 975.090881
	Iteration 11Q: 3 clusters Score -3415984 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -3417428.500000 Penalty: 975.090881
	Iteration 12Q: 3 clusters Score -3417428 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -3419105.250000 Penalty: 975.090881
	Iteration 13Q: 3 clusters Score -3419105 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -3420463.750000 Penalty: 975.090881
	Iteration 14Q: 3 clusters Score -3420464 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -3421158.250000 Penalty: 975.090881
	Iteration 15Q: 3 clusters Score -3421158 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -3421492.500000 Penalty: 975.090881
	Iteration 16Q: 3 clusters Score -3421492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -3421582.250000 Penalty: 975.090881
	Iteration 17Q: 3 clusters Score -3421582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -3421600.500000 Penalty: 975.090881
	Iteration 18Q: 3 clusters Score -3421600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -3421627.500000 Penalty: 975.090881
	Iteration 19Q: 3 clusters Score -3421628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -3421640.000000 Penalty: 975.090881
	Iteration 20F: 3 clusters Score -3421640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -3421661.250000 Penalty: 975.090881
	Iteration 21Q: 3 clusters Score -3421661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -3421672.500000 Penalty: 975.090881
	Iteration 22Q: 3 clusters Score -3421672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3421677.750000 Penalty: 975.090881
	Iteration 23Q: 3 clusters Score -3421678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -3421682.750000 Penalty: 975.090881
	Iteration 24Q: 3 clusters Score -3421683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3421682.000000 Penalty: 975.090881
	Iteration 25Q: 3 clusters Score -3421682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -3421684.500000 Penalty: 975.090881
	Iteration 26Q: 3 clusters Score -3421684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3421687.750000 Penalty: 975.090881
	Iteration 27Q: 3 clusters Score -3421688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -3421688.000000 Penalty: 975.090881
	Iteration 28Q: 3 clusters Score -3421688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -3421688.000000 Penalty: 975.090881
	Iteration 29Q: 3 clusters Score -3421688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -3421689.000000 Penalty: 975.090881
	Iteration 30Q: 3 clusters Score -3421689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -3421689.250000 Penalty: 975.090881
	Iteration 31Q: 3 clusters Score -3421689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -3421689.250000 Penalty: 975.090881
	Iteration 32F: 3 clusters Score -3421689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.064453 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.06 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 238 members 
Entering Unmasked Estep 
Score: -26608.279297 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26608.28 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26807.753906 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26807.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26848.767578 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26848.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26883.677734 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26883.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26922.861328 Penalty: 557.545105
	Iteration 4F: 3 clusters Score -26922.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26955.324219 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26955.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26977.648438 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26977.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26992.583984 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26992.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26998.970703 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26998.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27005.525391 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -27005.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27008.556641 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -27008.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27011.564453 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -27011.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27012.716797 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -27012.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27012.716797 Penalty: 557.545105
	Iteration 13F: 3 clusters Score -27012.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -491020.843750 Penalty: 398.083954
	Iteration 0F: 2 clusters Score -491020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -486761.531250 Penalty: 796.167908
	Iteration 0F: 3 clusters Score -486761.5 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -488331.406250 Penalty: 796.167908
	Iteration 1F: 3 clusters Score -488331.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -488508.812500 Penalty: 796.167908
	Iteration 2F: 3 clusters Score -488508.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -488737.843750 Penalty: 796.167908
	Iteration 3F: 3 clusters Score -488737.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -489053.718750 Penalty: 796.167908
	Iteration 4F: 3 clusters Score -489053.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -489479.906250 Penalty: 796.167908
	Iteration 5F: 3 clusters Score -489479.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -489937.437500 Penalty: 796.167908
	Iteration 6F: 3 clusters Score -489937.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -490276.125000 Penalty: 796.167908
	Iteration 7F: 3 clusters Score -490276.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -490475.468750 Penalty: 796.167908
	Iteration 8Q: 3 clusters Score -490475.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -490564.656250 Penalty: 796.167908
	Iteration 9Q: 3 clusters Score -490564.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -490612.937500 Penalty: 796.167908
	Iteration 10Q: 3 clusters Score -490612.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -490644.343750 Penalty: 796.167908
	Iteration 11Q: 3 clusters Score -490644.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -490654.375000 Penalty: 796.167908
	Iteration 12Q: 3 clusters Score -490654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -490658.000000 Penalty: 796.167908
	Iteration 13Q: 3 clusters Score -490658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -490659.656250 Penalty: 796.167908
	Iteration 14Q: 3 clusters Score -490659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -490662.250000 Penalty: 796.167908
	Iteration 15Q: 3 clusters Score -490662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -490663.531250 Penalty: 796.167908
	Iteration 16Q: 3 clusters Score -490663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -490664.000000 Penalty: 796.167908
	Iteration 17Q: 3 clusters Score -490664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -490665.343750 Penalty: 796.167908
	Iteration 18Q: 3 clusters Score -490665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -490665.250000 Penalty: 796.167908
	Iteration 19Q: 3 clusters Score -490665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -490666.062500 Penalty: 796.167908
	Iteration 20F: 3 clusters Score -490666.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -490666.593750 Penalty: 796.167908
	Iteration 21Q: 3 clusters Score -490666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -490666.593750 Penalty: 796.167908
	Iteration 22F: 3 clusters Score -490666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Entering Unmasked Estep 
Score: -1690841.250000 Penalty: 453.214844
	Iteration 0F: 2 clusters Score -1690841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1676722.125000 Penalty: 906.429688
	Iteration 0F: 3 clusters Score -1676722 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1682315.375000 Penalty: 906.429688
	Iteration 1F: 3 clusters Score -1682315 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1682672.375000 Penalty: 906.429688
	Iteration 2Q: 3 clusters Score -1682672 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1683264.500000 Penalty: 906.429688
	Iteration 3F: 3 clusters Score -1683264 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1684292.250000 Penalty: 906.429688
	Iteration 4F: 3 clusters Score -1684292 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1685850.500000 Penalty: 906.429688
	Iteration 5F: 3 clusters Score -1685850 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1687448.375000 Penalty: 906.429688
	Iteration 6F: 3 clusters Score -1687448 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1688246.375000 Penalty: 906.429688
	Iteration 7F: 3 clusters Score -1688246 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1688533.875000 Penalty: 906.429688
	Iteration 8Q: 3 clusters Score -1688534 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1688739.625000 Penalty: 906.429688
	Iteration 9Q: 3 clusters Score -1688740 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1688895.750000 Penalty: 906.429688
	Iteration 10Q: 3 clusters Score -1688896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1689047.875000 Penalty: 906.429688
	Iteration 11Q: 3 clusters Score -1689048 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1689178.000000 Penalty: 906.429688
	Iteration 12Q: 3 clusters Score -1689178 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1689306.875000 Penalty: 906.429688
	Iteration 13Q: 3 clusters Score -1689307 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1689437.125000 Penalty: 906.429688
	Iteration 14Q: 3 clusters Score -1689437 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1689552.750000 Penalty: 906.429688
	Iteration 15Q: 3 clusters Score -1689553 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1689663.125000 Penalty: 906.429688
	Iteration 16Q: 3 clusters Score -1689663 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1689740.375000 Penalty: 906.429688
	Iteration 17Q: 3 clusters Score -1689740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1689785.500000 Penalty: 906.429688
	Iteration 18Q: 3 clusters Score -1689786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1689811.125000 Penalty: 906.429688
	Iteration 19Q: 3 clusters Score -1689811 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1689827.750000 Penalty: 906.429688
	Iteration 20F: 3 clusters Score -1689828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1689846.625000 Penalty: 906.429688
	Iteration 21Q: 3 clusters Score -1689847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1689865.000000 Penalty: 906.429688
	Iteration 22Q: 3 clusters Score -1689865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1689873.125000 Penalty: 906.429688
	Iteration 23Q: 3 clusters Score -1689873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1689875.500000 Penalty: 906.429688
	Iteration 24Q: 3 clusters Score -1689876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1689880.500000 Penalty: 906.429688
	Iteration 25Q: 3 clusters Score -1689880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1689879.250000 Penalty: 906.429688
	Iteration 26Q: 3 clusters Score -1689879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1689878.125000 Penalty: 906.429688
	Iteration 27Q: 3 clusters Score -1689878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1689878.875000 Penalty: 906.429688
	Iteration 28Q: 3 clusters Score -1689879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1689882.000000 Penalty: 906.429688
	Iteration 29Q: 3 clusters Score -1689882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1689882.125000 Penalty: 906.429688
	Iteration 30Q: 3 clusters Score -1689882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1689879.625000 Penalty: 906.429688
	Iteration 31Q: 3 clusters Score -1689880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1689887.250000 Penalty: 906.429688
	Iteration 32Q: 3 clusters Score -1689887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1689885.500000 Penalty: 906.429688
	Iteration 33Q: 3 clusters Score -1689886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1689883.625000 Penalty: 906.429688
	Iteration 34Q: 3 clusters Score -1689884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1689891.625000 Penalty: 906.429688
	Iteration 35Q: 3 clusters Score -1689892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1689891.750000 Penalty: 906.429688
	Iteration 36Q: 3 clusters Score -1689892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1689891.875000 Penalty: 906.429688
	Iteration 37Q: 3 clusters Score -1689892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1689897.125000 Penalty: 906.429688
	Iteration 38Q: 3 clusters Score -1689897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1689900.375000 Penalty: 906.429688
	Iteration 39Q: 3 clusters Score -1689900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1689900.625000 Penalty: 906.429688
	Iteration 40F: 3 clusters Score -1689901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1689901.250000 Penalty: 906.429688
	Iteration 41Q: 3 clusters Score -1689901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1689902.500000 Penalty: 906.429688
	Iteration 42Q: 3 clusters Score -1689902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1689901.000000 Penalty: 906.429688
	Iteration 43Q: 3 clusters Score -1689901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1689904.875000 Penalty: 906.429688
	Iteration 44Q: 3 clusters Score -1689905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1689904.250000 Penalty: 906.429688
	Iteration 45Q: 3 clusters Score -1689904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1689905.625000 Penalty: 906.429688
	Iteration 46Q: 3 clusters Score -1689906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1689909.250000 Penalty: 906.429688
	Iteration 47Q: 3 clusters Score -1689909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1689913.375000 Penalty: 906.429688
	Iteration 48Q: 3 clusters Score -1689913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1689914.875000 Penalty: 906.429688
	Iteration 49Q: 3 clusters Score -1689915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1689914.500000 Penalty: 906.429688
	Iteration 50Q: 3 clusters Score -1689914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1689911.125000 Penalty: 906.429688
	Iteration 51Q: 3 clusters Score -1689911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1689911.750000 Penalty: 906.429688
	Iteration 52Q: 3 clusters Score -1689912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1689913.125000 Penalty: 906.429688
	Iteration 53Q: 3 clusters Score -1689913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1689915.000000 Penalty: 906.429688
	Iteration 54Q: 3 clusters Score -1689915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1689915.250000 Penalty: 906.429688
	Iteration 55Q: 3 clusters Score -1689915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1689916.125000 Penalty: 906.429688
	Iteration 56Q: 3 clusters Score -1689916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1689913.375000 Penalty: 906.429688
	Iteration 57Q: 3 clusters Score -1689913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1689913.375000 Penalty: 906.429688
	Iteration 58F: 3 clusters Score -1689913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8407.762695 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8407.763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8477.766602 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8477.767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8488.107422 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8488.107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8494.941406 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8494.941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8529.911133 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8529.911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8536.872070 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8536.872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8544.740234 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -8544.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8551.353516 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -8551.354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8555.859375 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -8555.859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8559.024414 Penalty: 440.821045
	Iteration 9Q: 3 clusters Score -8559.024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8559.024414 Penalty: 440.821045
	Iteration 10F: 3 clusters Score -8559.024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -148447.718750 Penalty: 347.163910
	Iteration 0F: 2 clusters Score -148447.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -146966.968750 Penalty: 694.327820
	Iteration 0F: 3 clusters Score -146967 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -147529.328125 Penalty: 694.327820
	Iteration 1F: 3 clusters Score -147529.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -147645.812500 Penalty: 694.327820
	Iteration 2F: 3 clusters Score -147645.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -147770.781250 Penalty: 694.327820
	Iteration 3F: 3 clusters Score -147770.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -147879.968750 Penalty: 694.327820
	Iteration 4F: 3 clusters Score -147880 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -147997.734375 Penalty: 694.327820
	Iteration 5F: 3 clusters Score -147997.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -148093.718750 Penalty: 694.327820
	Iteration 6F: 3 clusters Score -148093.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -148144.921875 Penalty: 694.327820
	Iteration 7Q: 3 clusters Score -148144.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -148176.156250 Penalty: 694.327820
	Iteration 8Q: 3 clusters Score -148176.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -148192.109375 Penalty: 694.327820
	Iteration 9Q: 3 clusters Score -148192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -148198.125000 Penalty: 694.327820
	Iteration 10Q: 3 clusters Score -148198.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -148201.500000 Penalty: 694.327820
	Iteration 11Q: 3 clusters Score -148201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -148205.062500 Penalty: 694.327820
	Iteration 12Q: 3 clusters Score -148205.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -148209.078125 Penalty: 694.327820
	Iteration 13Q: 3 clusters Score -148209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -148212.015625 Penalty: 694.327820
	Iteration 14Q: 3 clusters Score -148212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -148216.718750 Penalty: 694.327820
	Iteration 15Q: 3 clusters Score -148216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -148218.734375 Penalty: 694.327820
	Iteration 16Q: 3 clusters Score -148218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -148221.812500 Penalty: 694.327820
	Iteration 17Q: 3 clusters Score -148221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -148222.640625 Penalty: 694.327820
	Iteration 18Q: 3 clusters Score -148222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -148224.218750 Penalty: 694.327820
	Iteration 19Q: 3 clusters Score -148224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -148224.453125 Penalty: 694.327820
	Iteration 20F: 3 clusters Score -148224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -148224.406250 Penalty: 694.327820
	Iteration 21Q: 3 clusters Score -148224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -148224.546875 Penalty: 694.327820
	Iteration 22Q: 3 clusters Score -148224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -148224.734375 Penalty: 694.327820
	Iteration 23Q: 3 clusters Score -148224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -148225.296875 Penalty: 694.327820
	Iteration 24Q: 3 clusters Score -148225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -148226.031250 Penalty: 694.327820
	Iteration 25Q: 3 clusters Score -148226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -148226.796875 Penalty: 694.327820
	Iteration 26Q: 3 clusters Score -148226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -148227.046875 Penalty: 694.327820
	Iteration 27Q: 3 clusters Score -148227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -148227.781250 Penalty: 694.327820
	Iteration 28Q: 3 clusters Score -148227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -148230.687500 Penalty: 694.327820
	Iteration 29Q: 3 clusters Score -148230.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -148233.906250 Penalty: 694.327820
	Iteration 30Q: 3 clusters Score -148233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -148234.812500 Penalty: 694.327820
	Iteration 31Q: 3 clusters Score -148234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -148237.421875 Penalty: 694.327820
	Iteration 32Q: 3 clusters Score -148237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -148240.562500 Penalty: 694.327820
	Iteration 33Q: 3 clusters Score -148240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -148242.734375 Penalty: 694.327820
	Iteration 34Q: 3 clusters Score -148242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -148243.671875 Penalty: 694.327820
	Iteration 35Q: 3 clusters Score -148243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -148244.625000 Penalty: 694.327820
	Iteration 36Q: 3 clusters Score -148244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -148244.625000 Penalty: 694.327820
	Iteration 37F: 3 clusters Score -148244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Entering Unmasked Estep 
Score: -1661365.625000 Penalty: 452.802612
	Iteration 0F: 2 clusters Score -1661366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1647619.375000 Penalty: 905.605225
	Iteration 0F: 3 clusters Score -1647619 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1653558.125000 Penalty: 905.605225
	Iteration 1F: 3 clusters Score -1653558 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1653952.500000 Penalty: 905.605225
	Iteration 2Q: 3 clusters Score -1653952 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1654480.375000 Penalty: 905.605225
	Iteration 3Q: 3 clusters Score -1654480 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1655267.875000 Penalty: 905.605225
	Iteration 4F: 3 clusters Score -1655268 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1656344.500000 Penalty: 905.605225
	Iteration 5F: 3 clusters Score -1656344 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1657443.750000 Penalty: 905.605225
	Iteration 6F: 3 clusters Score -1657444 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1658308.125000 Penalty: 905.605225
	Iteration 7Q: 3 clusters Score -1658308 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1658880.375000 Penalty: 905.605225
	Iteration 8Q: 3 clusters Score -1658880 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1659271.000000 Penalty: 905.605225
	Iteration 9Q: 3 clusters Score -1659271 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1659580.000000 Penalty: 905.605225
	Iteration 10Q: 3 clusters Score -1659580 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1659832.500000 Penalty: 905.605225
	Iteration 11Q: 3 clusters Score -1659832 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1660077.375000 Penalty: 905.605225
	Iteration 12Q: 3 clusters Score -1660077 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1660289.250000 Penalty: 905.605225
	Iteration 13Q: 3 clusters Score -1660289 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1660460.625000 Penalty: 905.605225
	Iteration 14Q: 3 clusters Score -1660461 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1660638.875000 Penalty: 905.605225
	Iteration 15Q: 3 clusters Score -1660639 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1660763.125000 Penalty: 905.605225
	Iteration 16Q: 3 clusters Score -1660763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1660841.625000 Penalty: 905.605225
	Iteration 17Q: 3 clusters Score -1660842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1660871.625000 Penalty: 905.605225
	Iteration 18Q: 3 clusters Score -1660872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1660900.000000 Penalty: 905.605225
	Iteration 19Q: 3 clusters Score -1660900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1660931.625000 Penalty: 905.605225
	Iteration 20F: 3 clusters Score -1660932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1660941.375000 Penalty: 905.605225
	Iteration 21Q: 3 clusters Score -1660941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1660945.500000 Penalty: 905.605225
	Iteration 22Q: 3 clusters Score -1660946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1660947.375000 Penalty: 905.605225
	Iteration 23Q: 3 clusters Score -1660947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1660947.625000 Penalty: 905.605225
	Iteration 24Q: 3 clusters Score -1660948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1660947.625000 Penalty: 905.605225
	Iteration 25F: 3 clusters Score -1660948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12834.898438 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -12834.9 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 101 members 
Entering Unmasked Estep 
Score: -12554.914062 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -12554.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12649.991211 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -12649.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12681.324219 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -12681.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12698.162109 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -12698.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12705.985352 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -12705.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12709.533203 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -12709.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12709.533203 Penalty: 483.052338
	Iteration 6F: 3 clusters Score -12709.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8494.129883 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8494.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8519.489258 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8519.489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8522.454102 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8522.454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8523.145508 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8523.146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8525.096680 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8525.097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8525.096680 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -8525.097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12766.439453 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12766.44 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13011.234375 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -13011.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13080.522461 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13080.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13131.230469 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -13131.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13164.961914 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13164.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13186.915039 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13186.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13196.567383 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13196.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13197.734375 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13197.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13198.721680 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13198.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13199.174805 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13199.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13199.174805 Penalty: 562.569763
	Iteration 10F: 3 clusters Score -13199.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -22117.681641 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -22117.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21731.515625 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21731.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21823.839844 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21823.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21846.263672 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21846.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21859.851562 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21859.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21868.046875 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21868.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21875.308594 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21875.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21879.808594 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21879.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21882.476562 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21882.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21884.406250 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21884.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21887.462891 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21887.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21890.462891 Penalty: 529.085876
	Iteration 10Q: 3 clusters Score -21890.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21891.281250 Penalty: 529.085876
	Iteration 11Q: 3 clusters Score -21891.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21891.281250 Penalty: 529.085876
	Iteration 12F: 3 clusters Score -21891.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Entering Unmasked Estep 
Score: -1549982.000000 Penalty: 448.248474
	Iteration 0F: 2 clusters Score -1549982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1537397.750000 Penalty: 896.496948
	Iteration 0F: 3 clusters Score -1537398 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1542613.750000 Penalty: 896.496948
	Iteration 1F: 3 clusters Score -1542614 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1542955.875000 Penalty: 896.496948
	Iteration 2Q: 3 clusters Score -1542956 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1543469.250000 Penalty: 896.496948
	Iteration 3Q: 3 clusters Score -1543469 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1544353.250000 Penalty: 896.496948
	Iteration 4F: 3 clusters Score -1544353 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1545511.875000 Penalty: 896.496948
	Iteration 5F: 3 clusters Score -1545512 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1546750.875000 Penalty: 896.496948
	Iteration 6F: 3 clusters Score -1546751 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1547653.000000 Penalty: 896.496948
	Iteration 7Q: 3 clusters Score -1547653 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -1548217.750000 Penalty: 896.496948
	Iteration 8Q: 3 clusters Score -1548218 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1548563.875000 Penalty: 896.496948
	Iteration 9Q: 3 clusters Score -1548564 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1548809.500000 Penalty: 896.496948
	Iteration 10Q: 3 clusters Score -1548810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1548978.875000 Penalty: 896.496948
	Iteration 11Q: 3 clusters Score -1548979 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1549093.875000 Penalty: 896.496948
	Iteration 12Q: 3 clusters Score -1549094 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1549165.500000 Penalty: 896.496948
	Iteration 13Q: 3 clusters Score -1549166 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1549206.250000 Penalty: 896.496948
	Iteration 14Q: 3 clusters Score -1549206 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1549208.750000 Penalty: 896.496948
	Iteration 15Q: 3 clusters Score -1549209 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1549208.250000 Penalty: 896.496948
	Iteration 16Q: 3 clusters Score -1549208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1549215.750000 Penalty: 896.496948
	Iteration 17Q: 3 clusters Score -1549216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1549199.250000 Penalty: 896.496948
	Iteration 18Q: 3 clusters Score -1549199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1549210.250000 Penalty: 896.496948
	Iteration 19Q: 3 clusters Score -1549210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1549216.125000 Penalty: 896.496948
	Iteration 20F: 3 clusters Score -1549216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1549222.875000 Penalty: 896.496948
	Iteration 21Q: 3 clusters Score -1549223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1549223.250000 Penalty: 896.496948
	Iteration 22Q: 3 clusters Score -1549223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1549225.750000 Penalty: 896.496948
	Iteration 23Q: 3 clusters Score -1549226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1549245.375000 Penalty: 896.496948
	Iteration 24Q: 3 clusters Score -1549245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -1549262.625000 Penalty: 896.496948
	Iteration 25Q: 3 clusters Score -1549263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1549282.750000 Penalty: 896.496948
	Iteration 26Q: 3 clusters Score -1549283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1549291.875000 Penalty: 896.496948
	Iteration 27Q: 3 clusters Score -1549292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1549291.375000 Penalty: 896.496948
	Iteration 28Q: 3 clusters Score -1549291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1549306.250000 Penalty: 896.496948
	Iteration 29Q: 3 clusters Score -1549306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1549326.000000 Penalty: 896.496948
	Iteration 30Q: 3 clusters Score -1549326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1549327.125000 Penalty: 896.496948
	Iteration 31Q: 3 clusters Score -1549327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1549333.750000 Penalty: 896.496948
	Iteration 32Q: 3 clusters Score -1549334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1549359.375000 Penalty: 896.496948
	Iteration 33Q: 3 clusters Score -1549359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1549404.250000 Penalty: 896.496948
	Iteration 34Q: 3 clusters Score -1549404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1549420.250000 Penalty: 896.496948
	Iteration 35Q: 3 clusters Score -1549420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1549429.625000 Penalty: 896.496948
	Iteration 36Q: 3 clusters Score -1549430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1549455.250000 Penalty: 896.496948
	Iteration 37Q: 3 clusters Score -1549455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1549461.875000 Penalty: 896.496948
	Iteration 38Q: 3 clusters Score -1549462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1549483.000000 Penalty: 896.496948
	Iteration 39Q: 3 clusters Score -1549483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1549492.375000 Penalty: 896.496948
	Iteration 40F: 3 clusters Score -1549492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1549509.750000 Penalty: 896.496948
	Iteration 41Q: 3 clusters Score -1549510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1549509.875000 Penalty: 896.496948
	Iteration 42Q: 3 clusters Score -1549510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1549515.250000 Penalty: 896.496948
	Iteration 43Q: 3 clusters Score -1549515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -1549521.375000 Penalty: 896.496948
	Iteration 44Q: 3 clusters Score -1549521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1549527.250000 Penalty: 896.496948
	Iteration 45Q: 3 clusters Score -1549527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -1549534.250000 Penalty: 896.496948
	Iteration 46Q: 3 clusters Score -1549534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1549545.375000 Penalty: 896.496948
	Iteration 47Q: 3 clusters Score -1549545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1549548.750000 Penalty: 896.496948
	Iteration 48Q: 3 clusters Score -1549549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1549557.375000 Penalty: 896.496948
	Iteration 49Q: 3 clusters Score -1549557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1549562.875000 Penalty: 896.496948
	Iteration 50Q: 3 clusters Score -1549563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1549567.875000 Penalty: 896.496948
	Iteration 51Q: 3 clusters Score -1549568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1549577.250000 Penalty: 896.496948
	Iteration 52Q: 3 clusters Score -1549577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1549582.625000 Penalty: 896.496948
	Iteration 53Q: 3 clusters Score -1549583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1549589.250000 Penalty: 896.496948
	Iteration 54Q: 3 clusters Score -1549589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1549592.500000 Penalty: 896.496948
	Iteration 55Q: 3 clusters Score -1549592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1549594.000000 Penalty: 896.496948
	Iteration 56Q: 3 clusters Score -1549594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1549603.500000 Penalty: 896.496948
	Iteration 57Q: 3 clusters Score -1549604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1549610.000000 Penalty: 896.496948
	Iteration 58Q: 3 clusters Score -1549610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1549609.500000 Penalty: 896.496948
	Iteration 59Q: 3 clusters Score -1549610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1549615.125000 Penalty: 896.496948
	Iteration 60F: 3 clusters Score -1549615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1549617.125000 Penalty: 896.496948
	Iteration 61Q: 3 clusters Score -1549617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1549617.875000 Penalty: 896.496948
	Iteration 62Q: 3 clusters Score -1549618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -1549615.625000 Penalty: 896.496948
	Iteration 63Q: 3 clusters Score -1549616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1549614.750000 Penalty: 896.496948
	Iteration 64Q: 3 clusters Score -1549615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1549616.875000 Penalty: 896.496948
	Iteration 65Q: 3 clusters Score -1549617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1549617.500000 Penalty: 896.496948
	Iteration 66Q: 3 clusters Score -1549618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1549617.250000 Penalty: 896.496948
	Iteration 67Q: 3 clusters Score -1549617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1549620.375000 Penalty: 896.496948
	Iteration 68Q: 3 clusters Score -1549620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1549622.250000 Penalty: 896.496948
	Iteration 69Q: 3 clusters Score -1549622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1549622.250000 Penalty: 896.496948
	Iteration 70Q: 3 clusters Score -1549622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1549623.250000 Penalty: 896.496948
	Iteration 71Q: 3 clusters Score -1549623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1549624.250000 Penalty: 896.496948
	Iteration 72Q: 3 clusters Score -1549624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1549624.250000 Penalty: 896.496948
	Iteration 73F: 3 clusters Score -1549624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -38219.585938 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -38219.59 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 251 members 
Entering Unmasked Estep 
Score: -37728.468750 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -37728.47 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37855.738281 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -37855.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37880.722656 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -37880.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37896.648438 Penalty: 567.509644
	Iteration 3Q: 3 clusters Score -37896.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37916.472656 Penalty: 567.509644
	Iteration 4Q: 3 clusters Score -37916.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37924.906250 Penalty: 567.509644
	Iteration 5Q: 3 clusters Score -37924.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37934.476562 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -37934.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37945.355469 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -37945.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37951.363281 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -37951.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37969.625000 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -37969.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37978.125000 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -37978.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37985.292969 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -37985.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37991.503906 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -37991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37997.746094 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -37997.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38005.718750 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -38005.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38015.527344 Penalty: 567.509644
	Iteration 15Q: 3 clusters Score -38015.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38029.660156 Penalty: 567.509644
	Iteration 16Q: 3 clusters Score -38029.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38045.003906 Penalty: 567.509644
	Iteration 17Q: 3 clusters Score -38045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -38053.808594 Penalty: 567.509644
	Iteration 18Q: 3 clusters Score -38053.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -38059.390625 Penalty: 567.509644
	Iteration 19Q: 3 clusters Score -38059.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38061.812500 Penalty: 567.509644
	Iteration 20F: 3 clusters Score -38061.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38072.593750 Penalty: 567.509644
	Iteration 21Q: 3 clusters Score -38072.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38082.324219 Penalty: 567.509644
	Iteration 22Q: 3 clusters Score -38082.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38091.277344 Penalty: 567.509644
	Iteration 23Q: 3 clusters Score -38091.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -38097.195312 Penalty: 567.509644
	Iteration 24Q: 3 clusters Score -38097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -38101.015625 Penalty: 567.509644
	Iteration 25Q: 3 clusters Score -38101.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -38105.457031 Penalty: 567.509644
	Iteration 26Q: 3 clusters Score -38105.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -38107.906250 Penalty: 567.509644
	Iteration 27Q: 3 clusters Score -38107.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -38111.027344 Penalty: 567.509644
	Iteration 28Q: 3 clusters Score -38111.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -38113.085938 Penalty: 567.509644
	Iteration 29Q: 3 clusters Score -38113.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -38114.863281 Penalty: 567.509644
	Iteration 30Q: 3 clusters Score -38114.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38116.398438 Penalty: 567.509644
	Iteration 31Q: 3 clusters Score -38116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -38118.058594 Penalty: 567.509644
	Iteration 32Q: 3 clusters Score -38118.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38118.718750 Penalty: 567.509644
	Iteration 33Q: 3 clusters Score -38118.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -38118.718750 Penalty: 567.509644
	Iteration 34F: 3 clusters Score -38118.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Entering Unmasked Estep 
Score: -1422061.750000 Penalty: 444.175385
	Iteration 0F: 2 clusters Score -1422062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1410531.500000 Penalty: 888.350769
	Iteration 0F: 3 clusters Score -1410532 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1415390.875000 Penalty: 888.350769
	Iteration 1F: 3 clusters Score -1415391 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1415758.375000 Penalty: 888.350769
	Iteration 2Q: 3 clusters Score -1415758 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1416160.750000 Penalty: 888.350769
	Iteration 3F: 3 clusters Score -1416161 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1416569.250000 Penalty: 888.350769
	Iteration 4F: 3 clusters Score -1416569 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1416945.875000 Penalty: 888.350769
	Iteration 5F: 3 clusters Score -1416946 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1417253.750000 Penalty: 888.350769
	Iteration 6Q: 3 clusters Score -1417254 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1417475.000000 Penalty: 888.350769
	Iteration 7Q: 3 clusters Score -1417475 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1417642.250000 Penalty: 888.350769
	Iteration 8Q: 3 clusters Score -1417642 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1417784.875000 Penalty: 888.350769
	Iteration 9Q: 3 clusters Score -1417785 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1417884.875000 Penalty: 888.350769
	Iteration 10Q: 3 clusters Score -1417885 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1417962.000000 Penalty: 888.350769
	Iteration 11Q: 3 clusters Score -1417962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1418023.375000 Penalty: 888.350769
	Iteration 12Q: 3 clusters Score -1418023 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1418060.875000 Penalty: 888.350769
	Iteration 13Q: 3 clusters Score -1418061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1418090.125000 Penalty: 888.350769
	Iteration 14Q: 3 clusters Score -1418090 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1418110.875000 Penalty: 888.350769
	Iteration 15Q: 3 clusters Score -1418111 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1418133.250000 Penalty: 888.350769
	Iteration 16Q: 3 clusters Score -1418133 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1418146.500000 Penalty: 888.350769
	Iteration 17Q: 3 clusters Score -1418146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1418151.875000 Penalty: 888.350769
	Iteration 18Q: 3 clusters Score -1418152 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1418160.125000 Penalty: 888.350769
	Iteration 19Q: 3 clusters Score -1418160 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1418177.500000 Penalty: 888.350769
	Iteration 20F: 3 clusters Score -1418178 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1418183.000000 Penalty: 888.350769
	Iteration 21Q: 3 clusters Score -1418183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1418192.625000 Penalty: 888.350769
	Iteration 22Q: 3 clusters Score -1418193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1418208.500000 Penalty: 888.350769
	Iteration 23Q: 3 clusters Score -1418208 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1418218.875000 Penalty: 888.350769
	Iteration 24Q: 3 clusters Score -1418219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1418231.750000 Penalty: 888.350769
	Iteration 25Q: 3 clusters Score -1418232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1418244.500000 Penalty: 888.350769
	Iteration 26Q: 3 clusters Score -1418244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1418268.125000 Penalty: 888.350769
	Iteration 27Q: 3 clusters Score -1418268 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1418313.000000 Penalty: 888.350769
	Iteration 28Q: 3 clusters Score -1418313 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1418349.125000 Penalty: 888.350769
	Iteration 29Q: 3 clusters Score -1418349 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1418426.375000 Penalty: 888.350769
	Iteration 30Q: 3 clusters Score -1418426 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1418512.500000 Penalty: 888.350769
	Iteration 31Q: 3 clusters Score -1418512 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1418644.750000 Penalty: 888.350769
	Iteration 32Q: 3 clusters Score -1418645 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1418805.375000 Penalty: 888.350769
	Iteration 33Q: 3 clusters Score -1418805 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1419028.500000 Penalty: 888.350769
	Iteration 34Q: 3 clusters Score -1419028 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1419363.625000 Penalty: 888.350769
	Iteration 35Q: 3 clusters Score -1419364 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1419776.625000 Penalty: 888.350769
	Iteration 36Q: 3 clusters Score -1419777 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1420260.875000 Penalty: 888.350769
	Iteration 37Q: 3 clusters Score -1420261 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1420741.000000 Penalty: 888.350769
	Iteration 38Q: 3 clusters Score -1420741 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1421128.125000 Penalty: 888.350769
	Iteration 39Q: 3 clusters Score -1421128 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1421382.000000 Penalty: 888.350769
	Iteration 40F: 3 clusters Score -1421382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1421554.250000 Penalty: 888.350769
	Iteration 41Q: 3 clusters Score -1421554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1421630.250000 Penalty: 888.350769
	Iteration 42Q: 3 clusters Score -1421630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1421649.125000 Penalty: 888.350769
	Iteration 43Q: 3 clusters Score -1421649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1421660.250000 Penalty: 888.350769
	Iteration 44Q: 3 clusters Score -1421660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1421666.375000 Penalty: 888.350769
	Iteration 45Q: 3 clusters Score -1421666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1421672.750000 Penalty: 888.350769
	Iteration 46Q: 3 clusters Score -1421673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1421674.375000 Penalty: 888.350769
	Iteration 47Q: 3 clusters Score -1421674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1421674.875000 Penalty: 888.350769
	Iteration 48Q: 3 clusters Score -1421675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1421674.875000 Penalty: 888.350769
	Iteration 49F: 3 clusters Score -1421675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Entering Unmasked Estep 
Score: -1777204.250000 Penalty: 458.245514
	Iteration 0F: 2 clusters Score -1777204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1761462.000000 Penalty: 916.491028
	Iteration 0F: 3 clusters Score -1761462 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1767699.750000 Penalty: 916.491028
	Iteration 1F: 3 clusters Score -1767700 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1768024.875000 Penalty: 916.491028
	Iteration 2Q: 3 clusters Score -1768025 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1768464.625000 Penalty: 916.491028
	Iteration 3Q: 3 clusters Score -1768465 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1769096.250000 Penalty: 916.491028
	Iteration 4F: 3 clusters Score -1769096 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1769996.000000 Penalty: 916.491028
	Iteration 5F: 3 clusters Score -1769996 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1771217.500000 Penalty: 916.491028
	Iteration 6F: 3 clusters Score -1771218 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1772691.875000 Penalty: 916.491028
	Iteration 7F: 3 clusters Score -1772692 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1774289.250000 Penalty: 916.491028
	Iteration 8F: 3 clusters Score -1774289 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1775541.875000 Penalty: 916.491028
	Iteration 9F: 3 clusters Score -1775542 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1776327.375000 Penalty: 916.491028
	Iteration 10Q: 3 clusters Score -1776327 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -1776732.875000 Penalty: 916.491028
	Iteration 11Q: 3 clusters Score -1776733 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -1776905.375000 Penalty: 916.491028
	Iteration 12Q: 3 clusters Score -1776905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -1776995.125000 Penalty: 916.491028
	Iteration 13Q: 3 clusters Score -1776995 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -1777062.375000 Penalty: 916.491028
	Iteration 14Q: 3 clusters Score -1777062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -1777160.625000 Penalty: 916.491028
	Iteration 15Q: 3 clusters Score -1777161 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -1777259.000000 Penalty: 916.491028
	Iteration 16Q: 3 clusters Score -1777259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -1777322.875000 Penalty: 916.491028
	Iteration 17Q: 3 clusters Score -1777323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -1777346.125000 Penalty: 916.491028
	Iteration 18Q: 3 clusters Score -1777346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1777356.625000 Penalty: 916.491028
	Iteration 19Q: 3 clusters Score -1777357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -1777359.625000 Penalty: 916.491028
	Iteration 20F: 3 clusters Score -1777360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -1777364.250000 Penalty: 916.491028
	Iteration 21Q: 3 clusters Score -1777364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -1777366.125000 Penalty: 916.491028
	Iteration 22Q: 3 clusters Score -1777366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -1777367.000000 Penalty: 916.491028
	Iteration 23Q: 3 clusters Score -1777367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1777371.250000 Penalty: 916.491028
	Iteration 24Q: 3 clusters Score -1777371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1777371.125000 Penalty: 916.491028
	Iteration 25Q: 3 clusters Score -1777371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1777371.875000 Penalty: 916.491028
	Iteration 26Q: 3 clusters Score -1777372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1777370.750000 Penalty: 916.491028
	Iteration 27Q: 3 clusters Score -1777371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -1777372.375000 Penalty: 916.491028
	Iteration 28Q: 3 clusters Score -1777372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1777374.500000 Penalty: 916.491028
	Iteration 29Q: 3 clusters Score -1777374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1777376.625000 Penalty: 916.491028
	Iteration 30Q: 3 clusters Score -1777377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1777375.250000 Penalty: 916.491028
	Iteration 31Q: 3 clusters Score -1777375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1777373.500000 Penalty: 916.491028
	Iteration 32Q: 3 clusters Score -1777374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1777373.500000 Penalty: 916.491028
	Iteration 33F: 3 clusters Score -1777374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14184 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 659 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10129 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15924 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4792 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15365 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3144 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3565 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 607 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25674 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14664 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15497 members 
Mstep: Class 80 contains 22996 members 
Entering Unmasked Estep 
Score: -42183312.000000 Penalty: 48154.914062
Splitting cluster 32 changes total score from -42183380.000000 to -42183312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (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: -1494276.125000 Penalty: 446.829651
	Iteration 0F: 2 clusters Score -1494276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1481922.750000 Penalty: 893.659302
	Iteration 0F: 3 clusters Score -1481923 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1486956.375000 Penalty: 893.659302
	Iteration 1F: 3 clusters Score -1486956 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1487120.750000 Penalty: 893.659302
	Iteration 2Q: 3 clusters Score -1487121 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1487351.375000 Penalty: 893.659302
	Iteration 3Q: 3 clusters Score -1487351 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1487699.125000 Penalty: 893.659302
	Iteration 4Q: 3 clusters Score -1487699 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1488280.000000 Penalty: 893.659302
	Iteration 5F: 3 clusters Score -1488280 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1489189.375000 Penalty: 893.659302
	Iteration 6F: 3 clusters Score -1489189 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1490223.500000 Penalty: 893.659302
	Iteration 7F: 3 clusters Score -1490224 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1491275.875000 Penalty: 893.659302
	Iteration 8F: 3 clusters Score -1491276 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1492043.875000 Penalty: 893.659302
	Iteration 9Q: 3 clusters Score -1492044 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1492503.500000 Penalty: 893.659302
	Iteration 10Q: 3 clusters Score -1492504 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1492789.000000 Penalty: 893.659302
	Iteration 11Q: 3 clusters Score -1492789 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1493043.625000 Penalty: 893.659302
	Iteration 12Q: 3 clusters Score -1493044 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1493223.500000 Penalty: 893.659302
	Iteration 13Q: 3 clusters Score -1493224 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1493361.750000 Penalty: 893.659302
	Iteration 14Q: 3 clusters Score -1493362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1493501.625000 Penalty: 893.659302
	Iteration 15Q: 3 clusters Score -1493502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1493592.750000 Penalty: 893.659302
	Iteration 16Q: 3 clusters Score -1493593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1493657.375000 Penalty: 893.659302
	Iteration 17Q: 3 clusters Score -1493657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1493701.000000 Penalty: 893.659302
	Iteration 18Q: 3 clusters Score -1493701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1493727.375000 Penalty: 893.659302
	Iteration 19Q: 3 clusters Score -1493727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1493758.625000 Penalty: 893.659302
	Iteration 20F: 3 clusters Score -1493759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -1493780.000000 Penalty: 893.659302
	Iteration 21Q: 3 clusters Score -1493780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1493808.250000 Penalty: 893.659302
	Iteration 22Q: 3 clusters Score -1493808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1493822.000000 Penalty: 893.659302
	Iteration 23Q: 3 clusters Score -1493822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1493839.250000 Penalty: 893.659302
	Iteration 24Q: 3 clusters Score -1493839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1493853.500000 Penalty: 893.659302
	Iteration 25Q: 3 clusters Score -1493854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -1493865.125000 Penalty: 893.659302
	Iteration 26Q: 3 clusters Score -1493865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1493870.375000 Penalty: 893.659302
	Iteration 27Q: 3 clusters Score -1493870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1493872.625000 Penalty: 893.659302
	Iteration 28Q: 3 clusters Score -1493873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1493874.500000 Penalty: 893.659302
	Iteration 29Q: 3 clusters Score -1493874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1493879.000000 Penalty: 893.659302
	Iteration 30Q: 3 clusters Score -1493879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1493882.125000 Penalty: 893.659302
	Iteration 31Q: 3 clusters Score -1493882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1493884.000000 Penalty: 893.659302
	Iteration 32Q: 3 clusters Score -1493884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1493884.125000 Penalty: 893.659302
	Iteration 33Q: 3 clusters Score -1493884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1493884.375000 Penalty: 893.659302
	Iteration 34Q: 3 clusters Score -1493884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -1493886.625000 Penalty: 893.659302
	Iteration 35Q: 3 clusters Score -1493887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1493889.500000 Penalty: 893.659302
	Iteration 36Q: 3 clusters Score -1493890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1493888.875000 Penalty: 893.659302
	Iteration 37Q: 3 clusters Score -1493889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1493889.875000 Penalty: 893.659302
	Iteration 38Q: 3 clusters Score -1493890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1493893.375000 Penalty: 893.659302
	Iteration 39Q: 3 clusters Score -1493893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1493893.375000 Penalty: 893.659302
	Iteration 40F: 3 clusters Score -1493893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 142 members 
Entering Unmasked Estep 
Score: -13498.712891 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13498.71 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13593.726562 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13593.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13626.025391 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13626.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13642.176758 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13642.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13658.384766 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13658.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13671.398438 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13675.821289 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13675.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13680.008789 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13680.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13685.432617 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13685.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13694.939453 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13694.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13695.678711 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13695.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13695.678711 Penalty: 515.012878
	Iteration 11F: 3 clusters Score -13695.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -826931.812500 Penalty: 419.653687
	Iteration 0F: 2 clusters Score -826931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -820185.187500 Penalty: 839.307373
	Iteration 0F: 3 clusters Score -820185.2 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -822866.875000 Penalty: 839.307373
	Iteration 1F: 3 clusters Score -822866.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -823044.312500 Penalty: 839.307373
	Iteration 2Q: 3 clusters Score -823044.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -823314.062500 Penalty: 839.307373
	Iteration 3F: 3 clusters Score -823314.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -823664.562500 Penalty: 839.307373
	Iteration 4F: 3 clusters Score -823664.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -824155.750000 Penalty: 839.307373
	Iteration 5F: 3 clusters Score -824155.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -824795.125000 Penalty: 839.307373
	Iteration 6F: 3 clusters Score -824795.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -825413.875000 Penalty: 839.307373
	Iteration 7F: 3 clusters Score -825413.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -825810.625000 Penalty: 839.307373
	Iteration 8Q: 3 clusters Score -825810.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -826000.500000 Penalty: 839.307373
	Iteration 9Q: 3 clusters Score -826000.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -826116.875000 Penalty: 839.307373
	Iteration 10Q: 3 clusters Score -826116.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -826201.687500 Penalty: 839.307373
	Iteration 11Q: 3 clusters Score -826201.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -826278.625000 Penalty: 839.307373
	Iteration 12Q: 3 clusters Score -826278.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -826339.125000 Penalty: 839.307373
	Iteration 13Q: 3 clusters Score -826339.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -826405.125000 Penalty: 839.307373
	Iteration 14Q: 3 clusters Score -826405.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -826444.500000 Penalty: 839.307373
	Iteration 15Q: 3 clusters Score -826444.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -826470.437500 Penalty: 839.307373
	Iteration 16Q: 3 clusters Score -826470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -826487.250000 Penalty: 839.307373
	Iteration 17Q: 3 clusters Score -826487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -826497.500000 Penalty: 839.307373
	Iteration 18Q: 3 clusters Score -826497.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -826506.437500 Penalty: 839.307373
	Iteration 19Q: 3 clusters Score -826506.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -826510.000000 Penalty: 839.307373
	Iteration 20F: 3 clusters Score -826510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -826515.125000 Penalty: 839.307373
	Iteration 21Q: 3 clusters Score -826515.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -826520.875000 Penalty: 839.307373
	Iteration 22Q: 3 clusters Score -826520.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -826524.500000 Penalty: 839.307373
	Iteration 23Q: 3 clusters Score -826524.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -826530.375000 Penalty: 839.307373
	Iteration 24Q: 3 clusters Score -826530.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -826536.187500 Penalty: 839.307373
	Iteration 25Q: 3 clusters Score -826536.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -826541.562500 Penalty: 839.307373
	Iteration 26Q: 3 clusters Score -826541.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -826544.312500 Penalty: 839.307373
	Iteration 27Q: 3 clusters Score -826544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -826546.562500 Penalty: 839.307373
	Iteration 28Q: 3 clusters Score -826546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -826549.562500 Penalty: 839.307373
	Iteration 29Q: 3 clusters Score -826549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -826550.875000 Penalty: 839.307373
	Iteration 30Q: 3 clusters Score -826550.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -826550.000000 Penalty: 839.307373
	Iteration 31Q: 3 clusters Score -826550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -826550.187500 Penalty: 839.307373
	Iteration 32Q: 3 clusters Score -826550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -826552.000000 Penalty: 839.307373
	Iteration 33Q: 3 clusters Score -826552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -826552.000000 Penalty: 839.307373
	Iteration 34F: 3 clusters Score -826552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -214810.359375 Penalty: 362.527008
	Iteration 0F: 2 clusters Score -214810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -212812.218750 Penalty: 725.054016
	Iteration 0F: 3 clusters Score -212812.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -213505.078125 Penalty: 725.054016
	Iteration 1F: 3 clusters Score -213505.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -213573.187500 Penalty: 725.054016
	Iteration 2F: 3 clusters Score -213573.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -213632.390625 Penalty: 725.054016
	Iteration 3Q: 3 clusters Score -213632.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -213705.609375 Penalty: 725.054016
	Iteration 4Q: 3 clusters Score -213705.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -213783.109375 Penalty: 725.054016
	Iteration 5F: 3 clusters Score -213783.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -213885.640625 Penalty: 725.054016
	Iteration 6F: 3 clusters Score -213885.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -214014.796875 Penalty: 725.054016
	Iteration 7F: 3 clusters Score -214014.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -214152.937500 Penalty: 725.054016
	Iteration 8F: 3 clusters Score -214152.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -214273.312500 Penalty: 725.054016
	Iteration 9Q: 3 clusters Score -214273.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -214352.000000 Penalty: 725.054016
	Iteration 10Q: 3 clusters Score -214352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -214415.656250 Penalty: 725.054016
	Iteration 11Q: 3 clusters Score -214415.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -214472.968750 Penalty: 725.054016
	Iteration 12Q: 3 clusters Score -214473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -214498.125000 Penalty: 725.054016
	Iteration 13Q: 3 clusters Score -214498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -214510.906250 Penalty: 725.054016
	Iteration 14Q: 3 clusters Score -214510.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -214519.843750 Penalty: 725.054016
	Iteration 15Q: 3 clusters Score -214519.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -214525.609375 Penalty: 725.054016
	Iteration 16Q: 3 clusters Score -214525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -214526.078125 Penalty: 725.054016
	Iteration 17Q: 3 clusters Score -214526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -214526.781250 Penalty: 725.054016
	Iteration 18Q: 3 clusters Score -214526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214527.765625 Penalty: 725.054016
	Iteration 19Q: 3 clusters Score -214527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -214530.140625 Penalty: 725.054016
	Iteration 20F: 3 clusters Score -214530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214536.484375 Penalty: 725.054016
	Iteration 21Q: 3 clusters Score -214536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214539.156250 Penalty: 725.054016
	Iteration 22Q: 3 clusters Score -214539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -214542.765625 Penalty: 725.054016
	Iteration 23Q: 3 clusters Score -214542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -214547.843750 Penalty: 725.054016
	Iteration 24Q: 3 clusters Score -214547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -214550.921875 Penalty: 725.054016
	Iteration 25Q: 3 clusters Score -214550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -214552.359375 Penalty: 725.054016
	Iteration 26Q: 3 clusters Score -214552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -214553.171875 Penalty: 725.054016
	Iteration 27Q: 3 clusters Score -214553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -214553.296875 Penalty: 725.054016
	Iteration 28Q: 3 clusters Score -214553.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -214554.203125 Penalty: 725.054016
	Iteration 29Q: 3 clusters Score -214554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -214554.203125 Penalty: 725.054016
	Iteration 30F: 3 clusters Score -214554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -77395.531250 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -77395.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76598.226562 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -76598.23 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -76825.601562 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -76825.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -76857.296875 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -76857.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -76887.140625 Penalty: 628.968994
	Iteration 3Q: 3 clusters Score -76887.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -76902.453125 Penalty: 628.968994
	Iteration 4Q: 3 clusters Score -76902.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76920.085938 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -76920.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76939.046875 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -76939.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -76959.789062 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -76959.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -76978.171875 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -76978.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -76998.156250 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -76998.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -77023.718750 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -77023.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77040.070312 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -77040.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -77052.640625 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -77052.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -77062.093750 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -77062.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -77070.796875 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -77070.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77075.664062 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -77075.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77077.281250 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -77077.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -77077.500000 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -77077.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77077.921875 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -77077.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -77078.414062 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -77078.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77079.320312 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -77079.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 124 members 
Entering Unmasked Estep 
Score: -9152.072266 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9152.072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9241.090820 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9241.091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9277.800781 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9277.801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9284.367188 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9284.367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9291.120117 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9291.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9311.326172 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9311.326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9330.865234 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9330.865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9341.562500 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9341.562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9342.946289 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -9342.946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9344.345703 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -9344.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9344.345703 Penalty: 502.816223
	Iteration 10F: 3 clusters Score -9344.346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10577.923828 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10577.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10313.526367 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10313.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10367.171875 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10367.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10380.933594 Penalty: 470.514038
	Iteration 2Q: 3 clusters Score -10380.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10385.145508 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10385.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10390.794922 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10390.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10391.364258 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10391.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10391.364258 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10391.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (15924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Entering Unmasked Estep 
Score: -1296733.125000 Penalty: 440.239014
	Iteration 0F: 2 clusters Score -1296733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1286368.500000 Penalty: 880.478027
	Iteration 0F: 3 clusters Score -1286368 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1291118.250000 Penalty: 880.478027
	Iteration 1F: 3 clusters Score -1291118 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1292198.625000 Penalty: 880.478027
	Iteration 2F: 3 clusters Score -1292199 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1293631.250000 Penalty: 880.478027
	Iteration 3F: 3 clusters Score -1293631 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1294738.250000 Penalty: 880.478027
	Iteration 4F: 3 clusters Score -1294738 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1295365.250000 Penalty: 880.478027
	Iteration 5Q: 3 clusters Score -1295365 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1295753.750000 Penalty: 880.478027
	Iteration 6Q: 3 clusters Score -1295754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1295983.125000 Penalty: 880.478027
	Iteration 7Q: 3 clusters Score -1295983 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1296098.250000 Penalty: 880.478027
	Iteration 8Q: 3 clusters Score -1296098 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1296166.000000 Penalty: 880.478027
	Iteration 9Q: 3 clusters Score -1296166 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1296201.625000 Penalty: 880.478027
	Iteration 10Q: 3 clusters Score -1296202 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1296206.125000 Penalty: 880.478027
	Iteration 11Q: 3 clusters Score -1296206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1296221.125000 Penalty: 880.478027
	Iteration 12Q: 3 clusters Score -1296221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1296228.125000 Penalty: 880.478027
	Iteration 13Q: 3 clusters Score -1296228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1296239.625000 Penalty: 880.478027
	Iteration 14Q: 3 clusters Score -1296240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1296240.000000 Penalty: 880.478027
	Iteration 15Q: 3 clusters Score -1296240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1296243.500000 Penalty: 880.478027
	Iteration 16Q: 3 clusters Score -1296244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1296251.375000 Penalty: 880.478027
	Iteration 17Q: 3 clusters Score -1296251 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1296249.250000 Penalty: 880.478027
	Iteration 18Q: 3 clusters Score -1296249 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1296244.375000 Penalty: 880.478027
	Iteration 19Q: 3 clusters Score -1296244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1296237.875000 Penalty: 880.478027
	Iteration 20F: 3 clusters Score -1296238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1296245.250000 Penalty: 880.478027
	Iteration 21Q: 3 clusters Score -1296245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1296243.500000 Penalty: 880.478027
	Iteration 22Q: 3 clusters Score -1296244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1296234.000000 Penalty: 880.478027
	Iteration 23Q: 3 clusters Score -1296234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1296232.375000 Penalty: 880.478027
	Iteration 24Q: 3 clusters Score -1296232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1296232.500000 Penalty: 880.478027
	Iteration 25Q: 3 clusters Score -1296232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1296230.500000 Penalty: 880.478027
	Iteration 26Q: 3 clusters Score -1296230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1296234.625000 Penalty: 880.478027
	Iteration 27Q: 3 clusters Score -1296235 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1296241.250000 Penalty: 880.478027
	Iteration 28Q: 3 clusters Score -1296241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1296248.125000 Penalty: 880.478027
	Iteration 29Q: 3 clusters Score -1296248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1296249.375000 Penalty: 880.478027
	Iteration 30Q: 3 clusters Score -1296249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1296248.000000 Penalty: 880.478027
	Iteration 31Q: 3 clusters Score -1296248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1296249.250000 Penalty: 880.478027
	Iteration 32Q: 3 clusters Score -1296249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1296251.750000 Penalty: 880.478027
	Iteration 33Q: 3 clusters Score -1296252 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1296245.500000 Penalty: 880.478027
	Iteration 34Q: 3 clusters Score -1296246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1296248.250000 Penalty: 880.478027
	Iteration 35Q: 3 clusters Score -1296248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1296258.500000 Penalty: 880.478027
	Iteration 36Q: 3 clusters Score -1296258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1296254.500000 Penalty: 880.478027
	Iteration 37Q: 3 clusters Score -1296254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1296261.125000 Penalty: 880.478027
	Iteration 38Q: 3 clusters Score -1296261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1296264.250000 Penalty: 880.478027
	Iteration 39Q: 3 clusters Score -1296264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1296261.250000 Penalty: 880.478027
	Iteration 40F: 3 clusters Score -1296261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1296263.500000 Penalty: 880.478027
	Iteration 41Q: 3 clusters Score -1296264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1296267.625000 Penalty: 880.478027
	Iteration 42Q: 3 clusters Score -1296268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1296269.625000 Penalty: 880.478027
	Iteration 43Q: 3 clusters Score -1296270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1296269.375000 Penalty: 880.478027
	Iteration 44Q: 3 clusters Score -1296269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1296272.250000 Penalty: 880.478027
	Iteration 45Q: 3 clusters Score -1296272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1296269.750000 Penalty: 880.478027
	Iteration 46Q: 3 clusters Score -1296270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1296270.875000 Penalty: 880.478027
	Iteration 47Q: 3 clusters Score -1296271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1296269.000000 Penalty: 880.478027
	Iteration 48Q: 3 clusters Score -1296269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1296264.625000 Penalty: 880.478027
	Iteration 49Q: 3 clusters Score -1296265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1296265.500000 Penalty: 880.478027
	Iteration 50Q: 3 clusters Score -1296266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1296261.500000 Penalty: 880.478027
	Iteration 51Q: 3 clusters Score -1296262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1296263.625000 Penalty: 880.478027
	Iteration 52Q: 3 clusters Score -1296264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1296268.750000 Penalty: 880.478027
	Iteration 53Q: 3 clusters Score -1296269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1296267.625000 Penalty: 880.478027
	Iteration 54Q: 3 clusters Score -1296268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1296266.500000 Penalty: 880.478027
	Iteration 55Q: 3 clusters Score -1296266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1296263.125000 Penalty: 880.478027
	Iteration 56Q: 3 clusters Score -1296263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1296265.125000 Penalty: 880.478027
	Iteration 57Q: 3 clusters Score -1296265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1296265.500000 Penalty: 880.478027
	Iteration 58Q: 3 clusters Score -1296266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1296268.750000 Penalty: 880.478027
	Iteration 59Q: 3 clusters Score -1296269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1296265.375000 Penalty: 880.478027
	Iteration 60F: 3 clusters Score -1296265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1296270.375000 Penalty: 880.478027
	Iteration 61Q: 3 clusters Score -1296270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1296269.750000 Penalty: 880.478027
	Iteration 62Q: 3 clusters Score -1296270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1296268.500000 Penalty: 880.478027
	Iteration 63Q: 3 clusters Score -1296268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1296255.000000 Penalty: 880.478027
	Iteration 64Q: 3 clusters Score -1296255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1296258.625000 Penalty: 880.478027
	Iteration 65Q: 3 clusters Score -1296259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1296259.000000 Penalty: 880.478027
	Iteration 66Q: 3 clusters Score -1296259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1296256.250000 Penalty: 880.478027
	Iteration 67Q: 3 clusters Score -1296256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1296256.875000 Penalty: 880.478027
	Iteration 68Q: 3 clusters Score -1296257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1296248.000000 Penalty: 880.478027
	Iteration 69Q: 3 clusters Score -1296248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1296247.125000 Penalty: 880.478027
	Iteration 70Q: 3 clusters Score -1296247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1296251.625000 Penalty: 880.478027
	Iteration 71Q: 3 clusters Score -1296252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1296253.625000 Penalty: 880.478027
	Iteration 72Q: 3 clusters Score -1296254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1296246.500000 Penalty: 880.478027
	Iteration 73Q: 3 clusters Score -1296246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1296247.750000 Penalty: 880.478027
	Iteration 74Q: 3 clusters Score -1296248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1296250.250000 Penalty: 880.478027
	Iteration 75Q: 3 clusters Score -1296250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1296251.750000 Penalty: 880.478027
	Iteration 76Q: 3 clusters Score -1296252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1296253.000000 Penalty: 880.478027
	Iteration 77Q: 3 clusters Score -1296253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1296253.000000 Penalty: 880.478027
	Iteration 78F: 3 clusters Score -1296253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -148002.078125 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -148002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146650.000000 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -146650 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147219.875000 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -147219.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -147386.437500 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -147386.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -147488.750000 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -147488.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147555.890625 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -147555.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -147607.296875 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -147607.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -147654.750000 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -147654.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -147719.062500 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -147719.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -147755.625000 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -147755.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -147778.218750 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -147778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147791.140625 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -147791.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -147796.296875 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -147796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -147797.968750 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -147798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147799.125000 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -147799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -147799.218750 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -147799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -147799.218750 Penalty: 684.044922
	Iteration 15F: 3 clusters Score -147799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -387197.593750 Penalty: 385.598969
	Iteration 0F: 2 clusters Score -387197.6 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 2374 members 
Entering Unmasked Estep 
Score: -383957.968750 Penalty: 771.197937
	Iteration 0F: 3 clusters Score -383958 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -385111.125000 Penalty: 771.197937
	Iteration 1F: 3 clusters Score -385111.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -385267.687500 Penalty: 771.197937
	Iteration 2F: 3 clusters Score -385267.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -385493.093750 Penalty: 771.197937
	Iteration 3F: 3 clusters Score -385493.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -385846.312500 Penalty: 771.197937
	Iteration 4F: 3 clusters Score -385846.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -386284.750000 Penalty: 771.197937
	Iteration 5F: 3 clusters Score -386284.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -386668.406250 Penalty: 771.197937
	Iteration 6F: 3 clusters Score -386668.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -386908.000000 Penalty: 771.197937
	Iteration 7Q: 3 clusters Score -386908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -387048.250000 Penalty: 771.197937
	Iteration 8Q: 3 clusters Score -387048.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -387113.406250 Penalty: 771.197937
	Iteration 9Q: 3 clusters Score -387113.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -387126.812500 Penalty: 771.197937
	Iteration 10Q: 3 clusters Score -387126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -387131.750000 Penalty: 771.197937
	Iteration 11Q: 3 clusters Score -387131.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -387134.750000 Penalty: 771.197937
	Iteration 12Q: 3 clusters Score -387134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -387135.750000 Penalty: 771.197937
	Iteration 13Q: 3 clusters Score -387135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -387136.875000 Penalty: 771.197937
	Iteration 14Q: 3 clusters Score -387136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387137.718750 Penalty: 771.197937
	Iteration 15Q: 3 clusters Score -387137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387138.687500 Penalty: 771.197937
	Iteration 16Q: 3 clusters Score -387138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387139.093750 Penalty: 771.197937
	Iteration 17Q: 3 clusters Score -387139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387138.125000 Penalty: 771.197937
	Iteration 18Q: 3 clusters Score -387138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387138.625000 Penalty: 771.197937
	Iteration 19Q: 3 clusters Score -387138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387138.343750 Penalty: 771.197937
	Iteration 20F: 3 clusters Score -387138.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -387139.312500 Penalty: 771.197937
	Iteration 21Q: 3 clusters Score -387139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387140.093750 Penalty: 771.197937
	Iteration 22Q: 3 clusters Score -387140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387140.375000 Penalty: 771.197937
	Iteration 23Q: 3 clusters Score -387140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387140.218750 Penalty: 771.197937
	Iteration 24Q: 3 clusters Score -387140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -387140.218750 Penalty: 771.197937
	Iteration 25F: 3 clusters Score -387140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 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 167 members 
Entering Unmasked Estep 
Score: -17163.593750 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17163.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17262.738281 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17262.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17288.082031 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17288.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17289.736328 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17289.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -17291.007812 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17291.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17291.625000 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17291.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17291.625000 Penalty: 522.613281
	Iteration 6F: 3 clusters Score -17291.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8000.687500 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -8000.688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8062.796875 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8062.797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8079.856934 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8079.857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8087.481934 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -8087.482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8088.459473 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8088.459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8090.341797 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8090.342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8094.030762 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -8094.031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8094.729492 Penalty: 446.380005
	Iteration 7Q: 3 clusters Score -8094.729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8094.729492 Penalty: 446.380005
	Iteration 8F: 3 clusters Score -8094.729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -41458.464844 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -41458.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -40920.714844 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -40920.71 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41106.609375 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -41106.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -41193.371094 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -41193.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41262.066406 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -41262.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -41320.976562 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -41320.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41340.437500 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -41340.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41351.953125 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -41351.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41355.195312 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -41355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -41356.246094 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -41356.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -41357.312500 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -41357.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41357.515625 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -41357.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -41357.515625 Penalty: 582.423462
	Iteration 11F: 3 clusters Score -41357.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -508973.812500 Penalty: 399.427856
	Iteration 0F: 2 clusters Score -508973.8 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 3239 members 
Entering Unmasked Estep 
Score: -504603.062500 Penalty: 798.855713
	Iteration 0F: 3 clusters Score -504603.1 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -506213.406250 Penalty: 798.855713
	Iteration 1F: 3 clusters Score -506213.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -506334.062500 Penalty: 798.855713
	Iteration 2F: 3 clusters Score -506334.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -506484.000000 Penalty: 798.855713
	Iteration 3Q: 3 clusters Score -506484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -506654.500000 Penalty: 798.855713
	Iteration 4F: 3 clusters Score -506654.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -506830.250000 Penalty: 798.855713
	Iteration 5F: 3 clusters Score -506830.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -507023.906250 Penalty: 798.855713
	Iteration 6F: 3 clusters Score -507023.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -507219.281250 Penalty: 798.855713
	Iteration 7Q: 3 clusters Score -507219.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -507454.187500 Penalty: 798.855713
	Iteration 8Q: 3 clusters Score -507454.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -507665.312500 Penalty: 798.855713
	Iteration 9Q: 3 clusters Score -507665.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -507821.000000 Penalty: 798.855713
	Iteration 10Q: 3 clusters Score -507821 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -507934.562500 Penalty: 798.855713
	Iteration 11Q: 3 clusters Score -507934.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -508008.531250 Penalty: 798.855713
	Iteration 12Q: 3 clusters Score -508008.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -508068.750000 Penalty: 798.855713
	Iteration 13Q: 3 clusters Score -508068.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -508140.750000 Penalty: 798.855713
	Iteration 14Q: 3 clusters Score -508140.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -508206.968750 Penalty: 798.855713
	Iteration 15Q: 3 clusters Score -508207 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -508278.250000 Penalty: 798.855713
	Iteration 16Q: 3 clusters Score -508278.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -508361.656250 Penalty: 798.855713
	Iteration 17Q: 3 clusters Score -508361.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -508433.500000 Penalty: 798.855713
	Iteration 18Q: 3 clusters Score -508433.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -508507.312500 Penalty: 798.855713
	Iteration 19Q: 3 clusters Score -508507.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -508575.875000 Penalty: 798.855713
	Iteration 20F: 3 clusters Score -508575.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -508622.125000 Penalty: 798.855713
	Iteration 21Q: 3 clusters Score -508622.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -508655.218750 Penalty: 798.855713
	Iteration 22Q: 3 clusters Score -508655.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -508681.062500 Penalty: 798.855713
	Iteration 23Q: 3 clusters Score -508681.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -508701.281250 Penalty: 798.855713
	Iteration 24Q: 3 clusters Score -508701.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -508715.562500 Penalty: 798.855713
	Iteration 25Q: 3 clusters Score -508715.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -508726.937500 Penalty: 798.855713
	Iteration 26Q: 3 clusters Score -508726.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -508735.062500 Penalty: 798.855713
	Iteration 27Q: 3 clusters Score -508735.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -508739.937500 Penalty: 798.855713
	Iteration 28Q: 3 clusters Score -508739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -508740.000000 Penalty: 798.855713
	Iteration 29Q: 3 clusters Score -508740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -508739.875000 Penalty: 798.855713
	Iteration 30Q: 3 clusters Score -508739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -508742.125000 Penalty: 798.855713
	Iteration 31Q: 3 clusters Score -508742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -508743.500000 Penalty: 798.855713
	Iteration 32Q: 3 clusters Score -508743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -508744.593750 Penalty: 798.855713
	Iteration 33Q: 3 clusters Score -508744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -508744.281250 Penalty: 798.855713
	Iteration 34Q: 3 clusters Score -508744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -508744.687500 Penalty: 798.855713
	Iteration 35Q: 3 clusters Score -508744.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -508744.843750 Penalty: 798.855713
	Iteration 36F: 3 clusters Score -508744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -508745.343750 Penalty: 798.855713
	Iteration 37Q: 3 clusters Score -508745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -508746.250000 Penalty: 798.855713
	Iteration 38Q: 3 clusters Score -508746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -508746.812500 Penalty: 798.855713
	Iteration 39Q: 3 clusters Score -508746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -508748.000000 Penalty: 798.855713
	Iteration 40F: 3 clusters Score -508748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -508749.687500 Penalty: 798.855713
	Iteration 41Q: 3 clusters Score -508749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -508749.812500 Penalty: 798.855713
	Iteration 42Q: 3 clusters Score -508749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -508749.812500 Penalty: 798.855713
	Iteration 43F: 3 clusters Score -508749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -96130.125000 Penalty: 325.924347
	Iteration 0F: 2 clusters Score -96130.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -95146.671875 Penalty: 651.848694
	Iteration 0F: 3 clusters Score -95146.67 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95431.875000 Penalty: 651.848694
	Iteration 1F: 3 clusters Score -95431.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -95499.562500 Penalty: 651.848694
	Iteration 2F: 3 clusters Score -95499.56 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -95564.687500 Penalty: 651.848694
	Iteration 3F: 3 clusters Score -95564.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -95624.617188 Penalty: 651.848694
	Iteration 4F: 3 clusters Score -95624.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95678.453125 Penalty: 651.848694
	Iteration 5F: 3 clusters Score -95678.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -95714.429688 Penalty: 651.848694
	Iteration 6Q: 3 clusters Score -95714.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -95749.617188 Penalty: 651.848694
	Iteration 7Q: 3 clusters Score -95749.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -95773.390625 Penalty: 651.848694
	Iteration 8Q: 3 clusters Score -95773.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -95783.304688 Penalty: 651.848694
	Iteration 9Q: 3 clusters Score -95783.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -95788.546875 Penalty: 651.848694
	Iteration 10Q: 3 clusters Score -95788.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -95792.515625 Penalty: 651.848694
	Iteration 11Q: 3 clusters Score -95792.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -95795.671875 Penalty: 651.848694
	Iteration 12Q: 3 clusters Score -95795.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -95797.859375 Penalty: 651.848694
	Iteration 13Q: 3 clusters Score -95797.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -95798.250000 Penalty: 651.848694
	Iteration 14Q: 3 clusters Score -95798.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -95799.343750 Penalty: 651.848694
	Iteration 15Q: 3 clusters Score -95799.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -95800.500000 Penalty: 651.848694
	Iteration 16Q: 3 clusters Score -95800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -95800.570312 Penalty: 651.848694
	Iteration 17Q: 3 clusters Score -95800.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -95800.570312 Penalty: 651.848694
	Iteration 18F: 3 clusters Score -95800.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4143.494629 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4143.495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4229.289062 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4229.289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4239.942383 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4239.942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4253.424316 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -4253.424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4266.765137 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4266.765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4294.719238 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4294.719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4315.785645 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4315.786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4329.366211 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4329.366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4341.638672 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -4341.639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4365.122070 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -4365.122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4370.321289 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -4370.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4383.928711 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -4383.929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4386.023438 Penalty: 500.242279
	Iteration 12Q: 3 clusters Score -4386.023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4387.687500 Penalty: 500.242279
	Iteration 13Q: 3 clusters Score -4387.688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4390.182617 Penalty: 500.242279
	Iteration 14Q: 3 clusters Score -4390.183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4391.110352 Penalty: 500.242279
	Iteration 15Q: 3 clusters Score -4391.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4391.110352 Penalty: 500.242279
	Iteration 16F: 3 clusters Score -4391.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -38894.621094 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -38894.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -38349.164062 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -38349.16 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38500.007812 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -38500.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38542.527344 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -38542.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38570.503906 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -38570.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38592.421875 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -38592.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38608.574219 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -38608.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38619.734375 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -38619.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38635.617188 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -38635.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38641.121094 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -38641.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38644.878906 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -38644.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38653.558594 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -38653.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38661.753906 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -38661.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38666.675781 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -38666.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38675.558594 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -38675.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38688.394531 Penalty: 580.591187
	Iteration 14Q: 3 clusters Score -38688.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38704.593750 Penalty: 580.591187
	Iteration 15Q: 3 clusters Score -38704.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38713.250000 Penalty: 580.591187
	Iteration 16Q: 3 clusters Score -38713.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38718.179688 Penalty: 580.591187
	Iteration 17Q: 3 clusters Score -38718.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38718.414062 Penalty: 580.591187
	Iteration 18Q: 3 clusters Score -38718.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38718.414062 Penalty: 580.591187
	Iteration 19F: 3 clusters Score -38718.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (15365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Entering Unmasked Estep 
Score: -1244488.250000 Penalty: 438.613068
	Iteration 0F: 2 clusters Score -1244488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1234335.750000 Penalty: 877.226135
	Iteration 0F: 3 clusters Score -1234336 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1238708.500000 Penalty: 877.226135
	Iteration 1F: 3 clusters Score -1238708 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1239108.875000 Penalty: 877.226135
	Iteration 2Q: 3 clusters Score -1239109 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1239719.750000 Penalty: 877.226135
	Iteration 3F: 3 clusters Score -1239720 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1240656.125000 Penalty: 877.226135
	Iteration 4F: 3 clusters Score -1240656 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1241677.000000 Penalty: 877.226135
	Iteration 5F: 3 clusters Score -1241677 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1242282.375000 Penalty: 877.226135
	Iteration 6F: 3 clusters Score -1242282 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1242614.750000 Penalty: 877.226135
	Iteration 7Q: 3 clusters Score -1242615 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1242843.250000 Penalty: 877.226135
	Iteration 8Q: 3 clusters Score -1242843 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1243032.000000 Penalty: 877.226135
	Iteration 9Q: 3 clusters Score -1243032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1243194.625000 Penalty: 877.226135
	Iteration 10Q: 3 clusters Score -1243195 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1243339.625000 Penalty: 877.226135
	Iteration 11Q: 3 clusters Score -1243340 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1243473.000000 Penalty: 877.226135
	Iteration 12Q: 3 clusters Score -1243473 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1243591.500000 Penalty: 877.226135
	Iteration 13Q: 3 clusters Score -1243592 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1243712.125000 Penalty: 877.226135
	Iteration 14Q: 3 clusters Score -1243712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1243847.375000 Penalty: 877.226135
	Iteration 15Q: 3 clusters Score -1243847 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1243966.375000 Penalty: 877.226135
	Iteration 16Q: 3 clusters Score -1243966 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1244046.625000 Penalty: 877.226135
	Iteration 17Q: 3 clusters Score -1244047 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1244114.625000 Penalty: 877.226135
	Iteration 18Q: 3 clusters Score -1244115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1244172.375000 Penalty: 877.226135
	Iteration 19Q: 3 clusters Score -1244172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1244218.625000 Penalty: 877.226135
	Iteration 20F: 3 clusters Score -1244219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1244247.000000 Penalty: 877.226135
	Iteration 21Q: 3 clusters Score -1244247 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1244267.875000 Penalty: 877.226135
	Iteration 22Q: 3 clusters Score -1244268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1244291.375000 Penalty: 877.226135
	Iteration 23Q: 3 clusters Score -1244291 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1244307.125000 Penalty: 877.226135
	Iteration 24Q: 3 clusters Score -1244307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1244310.500000 Penalty: 877.226135
	Iteration 25Q: 3 clusters Score -1244310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1244323.750000 Penalty: 877.226135
	Iteration 26Q: 3 clusters Score -1244324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1244333.000000 Penalty: 877.226135
	Iteration 27Q: 3 clusters Score -1244333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1244336.375000 Penalty: 877.226135
	Iteration 28Q: 3 clusters Score -1244336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1244341.500000 Penalty: 877.226135
	Iteration 29Q: 3 clusters Score -1244342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1244343.875000 Penalty: 877.226135
	Iteration 30Q: 3 clusters Score -1244344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1244346.625000 Penalty: 877.226135
	Iteration 31Q: 3 clusters Score -1244347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1244355.125000 Penalty: 877.226135
	Iteration 32Q: 3 clusters Score -1244355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1244367.125000 Penalty: 877.226135
	Iteration 33Q: 3 clusters Score -1244367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1244374.625000 Penalty: 877.226135
	Iteration 34Q: 3 clusters Score -1244375 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1244381.625000 Penalty: 877.226135
	Iteration 35Q: 3 clusters Score -1244382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1244388.375000 Penalty: 877.226135
	Iteration 36Q: 3 clusters Score -1244388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1244394.625000 Penalty: 877.226135
	Iteration 37Q: 3 clusters Score -1244395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1244403.125000 Penalty: 877.226135
	Iteration 38Q: 3 clusters Score -1244403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1244413.250000 Penalty: 877.226135
	Iteration 39Q: 3 clusters Score -1244413 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1244418.125000 Penalty: 877.226135
	Iteration 40F: 3 clusters Score -1244418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1244432.125000 Penalty: 877.226135
	Iteration 41Q: 3 clusters Score -1244432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1244439.125000 Penalty: 877.226135
	Iteration 42Q: 3 clusters Score -1244439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1244448.375000 Penalty: 877.226135
	Iteration 43Q: 3 clusters Score -1244448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1244454.125000 Penalty: 877.226135
	Iteration 44Q: 3 clusters Score -1244454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1244463.375000 Penalty: 877.226135
	Iteration 45Q: 3 clusters Score -1244463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1244466.625000 Penalty: 877.226135
	Iteration 46Q: 3 clusters Score -1244467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1244467.250000 Penalty: 877.226135
	Iteration 47Q: 3 clusters Score -1244467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1244475.375000 Penalty: 877.226135
	Iteration 48Q: 3 clusters Score -1244475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1244478.625000 Penalty: 877.226135
	Iteration 49Q: 3 clusters Score -1244479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1244480.875000 Penalty: 877.226135
	Iteration 50Q: 3 clusters Score -1244481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1244486.750000 Penalty: 877.226135
	Iteration 51Q: 3 clusters Score -1244487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1244489.250000 Penalty: 877.226135
	Iteration 52Q: 3 clusters Score -1244489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1244495.250000 Penalty: 877.226135
	Iteration 53Q: 3 clusters Score -1244495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1244495.500000 Penalty: 877.226135
	Iteration 54Q: 3 clusters Score -1244496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1244493.125000 Penalty: 877.226135
	Iteration 55Q: 3 clusters Score -1244493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1244499.375000 Penalty: 877.226135
	Iteration 56Q: 3 clusters Score -1244499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1244502.750000 Penalty: 877.226135
	Iteration 57Q: 3 clusters Score -1244503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1244504.625000 Penalty: 877.226135
	Iteration 58Q: 3 clusters Score -1244505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1244505.500000 Penalty: 877.226135
	Iteration 59Q: 3 clusters Score -1244506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1244507.375000 Penalty: 877.226135
	Iteration 60F: 3 clusters Score -1244507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1244511.750000 Penalty: 877.226135
	Iteration 61Q: 3 clusters Score -1244512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1244515.375000 Penalty: 877.226135
	Iteration 62Q: 3 clusters Score -1244515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1244514.000000 Penalty: 877.226135
	Iteration 63Q: 3 clusters Score -1244514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1244518.875000 Penalty: 877.226135
	Iteration 64Q: 3 clusters Score -1244519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1244518.875000 Penalty: 877.226135
	Iteration 65Q: 3 clusters Score -1244519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1244522.375000 Penalty: 877.226135
	Iteration 66Q: 3 clusters Score -1244522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1244519.250000 Penalty: 877.226135
	Iteration 67Q: 3 clusters Score -1244519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1244518.875000 Penalty: 877.226135
	Iteration 68Q: 3 clusters Score -1244519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1244519.250000 Penalty: 877.226135
	Iteration 69Q: 3 clusters Score -1244519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1244518.375000 Penalty: 877.226135
	Iteration 70Q: 3 clusters Score -1244518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1244518.000000 Penalty: 877.226135
	Iteration 71Q: 3 clusters Score -1244518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1244517.625000 Penalty: 877.226135
	Iteration 72Q: 3 clusters Score -1244518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1244518.375000 Penalty: 877.226135
	Iteration 73Q: 3 clusters Score -1244518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1244517.750000 Penalty: 877.226135
	Iteration 74Q: 3 clusters Score -1244518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1244516.875000 Penalty: 877.226135
	Iteration 75Q: 3 clusters Score -1244517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1244518.750000 Penalty: 877.226135
	Iteration 76Q: 3 clusters Score -1244519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1244519.375000 Penalty: 877.226135
	Iteration 77Q: 3 clusters Score -1244519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1244518.750000 Penalty: 877.226135
	Iteration 78Q: 3 clusters Score -1244519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1244520.375000 Penalty: 877.226135
	Iteration 79Q: 3 clusters Score -1244520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1244520.375000 Penalty: 877.226135
	Iteration 80F: 3 clusters Score -1244520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1244519.625000 Penalty: 877.226135
	Iteration 81Q: 3 clusters Score -1244520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1244521.625000 Penalty: 877.226135
	Iteration 82Q: 3 clusters Score -1244522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1244520.375000 Penalty: 877.226135
	Iteration 83Q: 3 clusters Score -1244520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1244520.125000 Penalty: 877.226135
	Iteration 84Q: 3 clusters Score -1244520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1244520.625000 Penalty: 877.226135
	Iteration 85Q: 3 clusters Score -1244521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1244521.250000 Penalty: 877.226135
	Iteration 86Q: 3 clusters Score -1244521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1244520.625000 Penalty: 877.226135
	Iteration 87Q: 3 clusters Score -1244521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1244520.625000 Penalty: 877.226135
	Iteration 88F: 3 clusters Score -1244521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14184 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10129 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15924 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4792 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 1414 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3144 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3565 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 607 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25674 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14664 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15497 members 
Mstep: Class 80 contains 13951 members 
Entering Unmasked Estep 
Score: -42183244.000000 Penalty: 48154.914062
Splitting cluster 50 changes total score from -42183380.000000 to -42183244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 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: -15814.187500 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15814.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15891.284180 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15891.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15907.640625 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15907.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15917.524414 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -15917.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15920.348633 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15920.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15920.348633 Penalty: 497.593475
	Iteration 5F: 3 clusters Score -15920.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Entering Unmasked Estep 
Score: -1883948.125000 Penalty: 457.553589
	Iteration 0F: 2 clusters Score -1883948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1868942.625000 Penalty: 915.107178
	Iteration 0F: 3 clusters Score -1868943 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1875729.000000 Penalty: 915.107178
	Iteration 1F: 3 clusters Score -1875729 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1876303.375000 Penalty: 915.107178
	Iteration 2F: 3 clusters Score -1876303 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1877211.000000 Penalty: 915.107178
	Iteration 3F: 3 clusters Score -1877211 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1878488.250000 Penalty: 915.107178
	Iteration 4F: 3 clusters Score -1878488 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1879978.750000 Penalty: 915.107178
	Iteration 5F: 3 clusters Score -1879979 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1881420.750000 Penalty: 915.107178
	Iteration 6F: 3 clusters Score -1881421 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1882406.750000 Penalty: 915.107178
	Iteration 7Q: 3 clusters Score -1882407 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1882926.500000 Penalty: 915.107178
	Iteration 8Q: 3 clusters Score -1882926 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1883210.875000 Penalty: 915.107178
	Iteration 9Q: 3 clusters Score -1883211 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1883369.250000 Penalty: 915.107178
	Iteration 10Q: 3 clusters Score -1883369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1883481.375000 Penalty: 915.107178
	Iteration 11Q: 3 clusters Score -1883481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1883554.625000 Penalty: 915.107178
	Iteration 12Q: 3 clusters Score -1883555 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1883608.625000 Penalty: 915.107178
	Iteration 13Q: 3 clusters Score -1883609 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1883657.625000 Penalty: 915.107178
	Iteration 14Q: 3 clusters Score -1883658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1883697.250000 Penalty: 915.107178
	Iteration 15Q: 3 clusters Score -1883697 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1883723.000000 Penalty: 915.107178
	Iteration 16Q: 3 clusters Score -1883723 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1883761.500000 Penalty: 915.107178
	Iteration 17Q: 3 clusters Score -1883762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1883786.500000 Penalty: 915.107178
	Iteration 18Q: 3 clusters Score -1883786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1883813.625000 Penalty: 915.107178
	Iteration 19Q: 3 clusters Score -1883814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1883832.375000 Penalty: 915.107178
	Iteration 20F: 3 clusters Score -1883832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1883845.000000 Penalty: 915.107178
	Iteration 21Q: 3 clusters Score -1883845 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1883852.125000 Penalty: 915.107178
	Iteration 22Q: 3 clusters Score -1883852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1883855.375000 Penalty: 915.107178
	Iteration 23Q: 3 clusters Score -1883855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1883857.625000 Penalty: 915.107178
	Iteration 24Q: 3 clusters Score -1883858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1883861.000000 Penalty: 915.107178
	Iteration 25Q: 3 clusters Score -1883861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1883864.250000 Penalty: 915.107178
	Iteration 26Q: 3 clusters Score -1883864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1883865.500000 Penalty: 915.107178
	Iteration 27Q: 3 clusters Score -1883866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1883862.125000 Penalty: 915.107178
	Iteration 28Q: 3 clusters Score -1883862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1883861.375000 Penalty: 915.107178
	Iteration 29Q: 3 clusters Score -1883861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1883864.625000 Penalty: 915.107178
	Iteration 30Q: 3 clusters Score -1883865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1883863.875000 Penalty: 915.107178
	Iteration 31Q: 3 clusters Score -1883864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1883863.625000 Penalty: 915.107178
	Iteration 32Q: 3 clusters Score -1883864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1883862.250000 Penalty: 915.107178
	Iteration 33Q: 3 clusters Score -1883862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1883856.500000 Penalty: 915.107178
	Iteration 34Q: 3 clusters Score -1883856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1883856.625000 Penalty: 915.107178
	Iteration 35Q: 3 clusters Score -1883857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1883857.875000 Penalty: 915.107178
	Iteration 36Q: 3 clusters Score -1883858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1883859.125000 Penalty: 915.107178
	Iteration 37Q: 3 clusters Score -1883859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1883853.625000 Penalty: 915.107178
	Iteration 38Q: 3 clusters Score -1883854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1883857.250000 Penalty: 915.107178
	Iteration 39Q: 3 clusters Score -1883857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1883858.375000 Penalty: 915.107178
	Iteration 40F: 3 clusters Score -1883858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1883859.875000 Penalty: 915.107178
	Iteration 41Q: 3 clusters Score -1883860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1883863.625000 Penalty: 915.107178
	Iteration 42Q: 3 clusters Score -1883864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1883862.125000 Penalty: 915.107178
	Iteration 43Q: 3 clusters Score -1883862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1883858.375000 Penalty: 915.107178
	Iteration 44Q: 3 clusters Score -1883858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1883860.500000 Penalty: 915.107178
	Iteration 45Q: 3 clusters Score -1883860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1883858.625000 Penalty: 915.107178
	Iteration 46Q: 3 clusters Score -1883859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1883865.250000 Penalty: 915.107178
	Iteration 47Q: 3 clusters Score -1883865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1883863.250000 Penalty: 915.107178
	Iteration 48Q: 3 clusters Score -1883863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1883863.375000 Penalty: 915.107178
	Iteration 49Q: 3 clusters Score -1883863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1883865.125000 Penalty: 915.107178
	Iteration 50Q: 3 clusters Score -1883865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1883863.500000 Penalty: 915.107178
	Iteration 51Q: 3 clusters Score -1883864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1883864.625000 Penalty: 915.107178
	Iteration 52Q: 3 clusters Score -1883865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1883862.250000 Penalty: 915.107178
	Iteration 53Q: 3 clusters Score -1883862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1883862.750000 Penalty: 915.107178
	Iteration 54Q: 3 clusters Score -1883863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1883860.875000 Penalty: 915.107178
	Iteration 55Q: 3 clusters Score -1883861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1883861.500000 Penalty: 915.107178
	Iteration 56Q: 3 clusters Score -1883862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1883861.500000 Penalty: 915.107178
	Iteration 57F: 3 clusters Score -1883862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -71653.046875 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -71653.05 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 432 members 
Entering Unmasked Estep 
Score: -70877.242188 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -70877.24 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71112.445312 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -71112.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71160.992188 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -71160.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71198.015625 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -71198.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71223.195312 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -71223.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71235.773438 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -71235.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71245.109375 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -71245.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71254.242188 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -71254.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71263.531250 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -71263.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71272.835938 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -71272.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71282.828125 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -71282.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71295.375000 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -71295.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71306.468750 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -71306.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71311.593750 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -71311.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -71315.648438 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -71315.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -71318.164062 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -71318.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -71320.015625 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -71320.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -71321.328125 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -71321.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -71323.875000 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -71323.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71329.640625 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -71329.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -71334.437500 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -71334.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -71337.609375 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -71337.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -71343.500000 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -71343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -71349.156250 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -71349.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -71349.945312 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -71349.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -71350.257812 Penalty: 620.422607
	Iteration 25Q: 3 clusters Score -71350.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -71350.257812 Penalty: 620.422607
	Iteration 26F: 3 clusters Score -71350.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -377545.375000 Penalty: 383.261139
	Iteration 0F: 2 clusters Score -377545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -374466.031250 Penalty: 766.522278
	Iteration 0F: 3 clusters Score -374466 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -375524.031250 Penalty: 766.522278
	Iteration 1F: 3 clusters Score -375524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -375598.062500 Penalty: 766.522278
	Iteration 2Q: 3 clusters Score -375598.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -375657.656250 Penalty: 766.522278
	Iteration 3Q: 3 clusters Score -375657.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -375713.781250 Penalty: 766.522278
	Iteration 4Q: 3 clusters Score -375713.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -375776.375000 Penalty: 766.522278
	Iteration 5Q: 3 clusters Score -375776.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -375838.250000 Penalty: 766.522278
	Iteration 6Q: 3 clusters Score -375838.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -375937.125000 Penalty: 766.522278
	Iteration 7Q: 3 clusters Score -375937.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -376078.875000 Penalty: 766.522278
	Iteration 8Q: 3 clusters Score -376078.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -376223.406250 Penalty: 766.522278
	Iteration 9Q: 3 clusters Score -376223.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376351.218750 Penalty: 766.522278
	Iteration 10Q: 3 clusters Score -376351.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -376427.406250 Penalty: 766.522278
	Iteration 11Q: 3 clusters Score -376427.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376468.625000 Penalty: 766.522278
	Iteration 12Q: 3 clusters Score -376468.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -376509.125000 Penalty: 766.522278
	Iteration 13Q: 3 clusters Score -376509.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376539.781250 Penalty: 766.522278
	Iteration 14Q: 3 clusters Score -376539.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -376573.687500 Penalty: 766.522278
	Iteration 15Q: 3 clusters Score -376573.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -376604.718750 Penalty: 766.522278
	Iteration 16Q: 3 clusters Score -376604.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -376635.062500 Penalty: 766.522278
	Iteration 17Q: 3 clusters Score -376635.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -376675.312500 Penalty: 766.522278
	Iteration 18Q: 3 clusters Score -376675.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -376711.687500 Penalty: 766.522278
	Iteration 19Q: 3 clusters Score -376711.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -376745.062500 Penalty: 766.522278
	Iteration 20F: 3 clusters Score -376745.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -376787.500000 Penalty: 766.522278
	Iteration 21Q: 3 clusters Score -376787.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -376836.750000 Penalty: 766.522278
	Iteration 22Q: 3 clusters Score -376836.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -376882.875000 Penalty: 766.522278
	Iteration 23Q: 3 clusters Score -376882.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -376920.656250 Penalty: 766.522278
	Iteration 24Q: 3 clusters Score -376920.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -376947.593750 Penalty: 766.522278
	Iteration 25Q: 3 clusters Score -376947.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -376996.781250 Penalty: 766.522278
	Iteration 26Q: 3 clusters Score -376996.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -377040.531250 Penalty: 766.522278
	Iteration 27Q: 3 clusters Score -377040.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -377077.531250 Penalty: 766.522278
	Iteration 28Q: 3 clusters Score -377077.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -377100.000000 Penalty: 766.522278
	Iteration 29Q: 3 clusters Score -377100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -377119.687500 Penalty: 766.522278
	Iteration 30Q: 3 clusters Score -377119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -377142.687500 Penalty: 766.522278
	Iteration 31Q: 3 clusters Score -377142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -377163.281250 Penalty: 766.522278
	Iteration 32Q: 3 clusters Score -377163.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -377173.218750 Penalty: 766.522278
	Iteration 33Q: 3 clusters Score -377173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -377184.000000 Penalty: 766.522278
	Iteration 34Q: 3 clusters Score -377184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -377192.718750 Penalty: 766.522278
	Iteration 35Q: 3 clusters Score -377192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -377195.312500 Penalty: 766.522278
	Iteration 36Q: 3 clusters Score -377195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -377196.750000 Penalty: 766.522278
	Iteration 37Q: 3 clusters Score -377196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -377200.281250 Penalty: 766.522278
	Iteration 38Q: 3 clusters Score -377200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -377202.531250 Penalty: 766.522278
	Iteration 39Q: 3 clusters Score -377202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -377205.656250 Penalty: 766.522278
	Iteration 40F: 3 clusters Score -377205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -377207.906250 Penalty: 766.522278
	Iteration 41Q: 3 clusters Score -377207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -377211.218750 Penalty: 766.522278
	Iteration 42Q: 3 clusters Score -377211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -377211.656250 Penalty: 766.522278
	Iteration 43Q: 3 clusters Score -377211.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -377211.656250 Penalty: 766.522278
	Iteration 44F: 3 clusters Score -377211.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11508.273438 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11508.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11635.888672 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11635.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11666.282227 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11666.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11676.454102 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11676.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11694.409180 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11694.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11708.864258 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11708.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11714.352539 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11714.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11720.128906 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11720.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11722.886719 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -11722.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11723.979492 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -11723.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11723.979492 Penalty: 494.070465
	Iteration 10F: 3 clusters Score -11723.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Entering Unmasked Estep 
Score: -157598.750000 Penalty: 346.608063
	Iteration 0F: 2 clusters Score -157598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -156173.968750 Penalty: 693.216125
	Iteration 0F: 3 clusters Score -156174 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -156641.250000 Penalty: 693.216125
	Iteration 1F: 3 clusters Score -156641.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -156729.593750 Penalty: 693.216125
	Iteration 2F: 3 clusters Score -156729.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156804.578125 Penalty: 693.216125
	Iteration 3F: 3 clusters Score -156804.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156873.609375 Penalty: 693.216125
	Iteration 4F: 3 clusters Score -156873.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156946.718750 Penalty: 693.216125
	Iteration 5F: 3 clusters Score -156946.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157006.984375 Penalty: 693.216125
	Iteration 6Q: 3 clusters Score -157007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -157054.750000 Penalty: 693.216125
	Iteration 7Q: 3 clusters Score -157054.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -157108.296875 Penalty: 693.216125
	Iteration 8Q: 3 clusters Score -157108.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -157141.078125 Penalty: 693.216125
	Iteration 9Q: 3 clusters Score -157141.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -157160.890625 Penalty: 693.216125
	Iteration 10Q: 3 clusters Score -157160.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -157173.640625 Penalty: 693.216125
	Iteration 11Q: 3 clusters Score -157173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -157185.281250 Penalty: 693.216125
	Iteration 12Q: 3 clusters Score -157185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -157196.093750 Penalty: 693.216125
	Iteration 13Q: 3 clusters Score -157196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -157199.343750 Penalty: 693.216125
	Iteration 14Q: 3 clusters Score -157199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -157202.421875 Penalty: 693.216125
	Iteration 15Q: 3 clusters Score -157202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -157206.500000 Penalty: 693.216125
	Iteration 16Q: 3 clusters Score -157206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -157212.453125 Penalty: 693.216125
	Iteration 17Q: 3 clusters Score -157212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -157216.218750 Penalty: 693.216125
	Iteration 18Q: 3 clusters Score -157216.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -157225.234375 Penalty: 693.216125
	Iteration 19Q: 3 clusters Score -157225.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -157237.406250 Penalty: 693.216125
	Iteration 20F: 3 clusters Score -157237.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -157261.000000 Penalty: 693.216125
	Iteration 21Q: 3 clusters Score -157261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -157281.234375 Penalty: 693.216125
	Iteration 22Q: 3 clusters Score -157281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -157298.921875 Penalty: 693.216125
	Iteration 23Q: 3 clusters Score -157298.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -157313.343750 Penalty: 693.216125
	Iteration 24Q: 3 clusters Score -157313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -157317.125000 Penalty: 693.216125
	Iteration 25Q: 3 clusters Score -157317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -157321.281250 Penalty: 693.216125
	Iteration 26Q: 3 clusters Score -157321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -157328.109375 Penalty: 693.216125
	Iteration 27Q: 3 clusters Score -157328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -157331.250000 Penalty: 693.216125
	Iteration 28Q: 3 clusters Score -157331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -157334.125000 Penalty: 693.216125
	Iteration 29Q: 3 clusters Score -157334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -157335.828125 Penalty: 693.216125
	Iteration 30Q: 3 clusters Score -157335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -157336.421875 Penalty: 693.216125
	Iteration 31Q: 3 clusters Score -157336.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -157336.968750 Penalty: 693.216125
	Iteration 32Q: 3 clusters Score -157337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -157337.234375 Penalty: 693.216125
	Iteration 33Q: 3 clusters Score -157337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -157337.234375 Penalty: 693.216125
	Iteration 34F: 3 clusters Score -157337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 117 members 
Entering Unmasked Estep 
Score: -16731.388672 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16731.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16789.371094 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16789.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16802.048828 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16802.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16808.314453 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16808.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16812.638672 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16812.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16820.117188 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16820.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16828.285156 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16828.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16831.683594 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16831.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16834.964844 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -16834.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16836.173828 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -16836.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16836.173828 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -16836.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 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 266 members 
Entering Unmasked Estep 
Score: -38743.886719 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38743.89 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38865.730469 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38865.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38885.148438 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38885.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38896.941406 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -38896.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38906.273438 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38906.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38916.203125 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38921.578125 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38921.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38928.066406 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38928.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38934.746094 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38934.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38937.808594 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38937.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38942.414062 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -38942.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38949.687500 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -38949.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38954.589844 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -38954.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38961.503906 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -38961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38964.410156 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -38964.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38967.468750 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -38967.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38968.859375 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -38968.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38969.609375 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -38969.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38970.023438 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -38970.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38970.644531 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -38970.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38970.718750 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -38970.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -142896.921875 Penalty: 340.691895
	Iteration 0F: 2 clusters Score -142896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -141599.609375 Penalty: 681.383789
	Iteration 0F: 3 clusters Score -141599.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -142048.765625 Penalty: 681.383789
	Iteration 1F: 3 clusters Score -142048.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142105.046875 Penalty: 681.383789
	Iteration 2F: 3 clusters Score -142105 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142161.484375 Penalty: 681.383789
	Iteration 3F: 3 clusters Score -142161.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -142228.656250 Penalty: 681.383789
	Iteration 4Q: 3 clusters Score -142228.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142278.390625 Penalty: 681.383789
	Iteration 5Q: 3 clusters Score -142278.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142325.265625 Penalty: 681.383789
	Iteration 6Q: 3 clusters Score -142325.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142393.031250 Penalty: 681.383789
	Iteration 7Q: 3 clusters Score -142393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -142447.812500 Penalty: 681.383789
	Iteration 8Q: 3 clusters Score -142447.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142475.000000 Penalty: 681.383789
	Iteration 9Q: 3 clusters Score -142475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142486.703125 Penalty: 681.383789
	Iteration 10Q: 3 clusters Score -142486.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142491.781250 Penalty: 681.383789
	Iteration 11Q: 3 clusters Score -142491.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142493.968750 Penalty: 681.383789
	Iteration 12Q: 3 clusters Score -142494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -142496.703125 Penalty: 681.383789
	Iteration 13Q: 3 clusters Score -142496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142500.078125 Penalty: 681.383789
	Iteration 14Q: 3 clusters Score -142500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142507.578125 Penalty: 681.383789
	Iteration 15Q: 3 clusters Score -142507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -142512.359375 Penalty: 681.383789
	Iteration 16Q: 3 clusters Score -142512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -142513.921875 Penalty: 681.383789
	Iteration 17Q: 3 clusters Score -142513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142514.906250 Penalty: 681.383789
	Iteration 18Q: 3 clusters Score -142514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142516.046875 Penalty: 681.383789
	Iteration 19Q: 3 clusters Score -142516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142516.531250 Penalty: 681.383789
	Iteration 20F: 3 clusters Score -142516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142516.812500 Penalty: 681.383789
	Iteration 21Q: 3 clusters Score -142516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -142516.812500 Penalty: 681.383789
	Iteration 22F: 3 clusters Score -142516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -1668614.375000 Penalty: 451.865173
	Iteration 0F: 2 clusters Score -1668614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1655111.375000 Penalty: 903.730347
	Iteration 0F: 3 clusters Score -1655111 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1660782.250000 Penalty: 903.730347
	Iteration 1F: 3 clusters Score -1660782 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1661383.125000 Penalty: 903.730347
	Iteration 2F: 3 clusters Score -1661383 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1662145.375000 Penalty: 903.730347
	Iteration 3F: 3 clusters Score -1662145 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1663138.250000 Penalty: 903.730347
	Iteration 4F: 3 clusters Score -1663138 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1664210.875000 Penalty: 903.730347
	Iteration 5F: 3 clusters Score -1664211 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1665221.375000 Penalty: 903.730347
	Iteration 6F: 3 clusters Score -1665221 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1666133.375000 Penalty: 903.730347
	Iteration 7F: 3 clusters Score -1666133 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1666876.000000 Penalty: 903.730347
	Iteration 8Q: 3 clusters Score -1666876 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1667437.375000 Penalty: 903.730347
	Iteration 9Q: 3 clusters Score -1667437 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1667794.875000 Penalty: 903.730347
	Iteration 10Q: 3 clusters Score -1667795 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1667989.250000 Penalty: 903.730347
	Iteration 11Q: 3 clusters Score -1667989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1668088.500000 Penalty: 903.730347
	Iteration 12Q: 3 clusters Score -1668088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1668133.625000 Penalty: 903.730347
	Iteration 13Q: 3 clusters Score -1668134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1668172.750000 Penalty: 903.730347
	Iteration 14Q: 3 clusters Score -1668173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1668188.125000 Penalty: 903.730347
	Iteration 15Q: 3 clusters Score -1668188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1668194.750000 Penalty: 903.730347
	Iteration 16Q: 3 clusters Score -1668195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1668201.375000 Penalty: 903.730347
	Iteration 17Q: 3 clusters Score -1668201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1668209.750000 Penalty: 903.730347
	Iteration 18Q: 3 clusters Score -1668210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1668218.625000 Penalty: 903.730347
	Iteration 19Q: 3 clusters Score -1668219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1668221.750000 Penalty: 903.730347
	Iteration 20F: 3 clusters Score -1668222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1668223.875000 Penalty: 903.730347
	Iteration 21Q: 3 clusters Score -1668224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1668224.750000 Penalty: 903.730347
	Iteration 22Q: 3 clusters Score -1668225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1668229.500000 Penalty: 903.730347
	Iteration 23Q: 3 clusters Score -1668230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1668228.500000 Penalty: 903.730347
	Iteration 24Q: 3 clusters Score -1668228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1668230.750000 Penalty: 903.730347
	Iteration 25Q: 3 clusters Score -1668231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1668234.875000 Penalty: 903.730347
	Iteration 26Q: 3 clusters Score -1668235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1668242.875000 Penalty: 903.730347
	Iteration 27Q: 3 clusters Score -1668243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1668247.875000 Penalty: 903.730347
	Iteration 28Q: 3 clusters Score -1668248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1668252.875000 Penalty: 903.730347
	Iteration 29Q: 3 clusters Score -1668253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1668262.125000 Penalty: 903.730347
	Iteration 30Q: 3 clusters Score -1668262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1668265.875000 Penalty: 903.730347
	Iteration 31Q: 3 clusters Score -1668266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1668268.750000 Penalty: 903.730347
	Iteration 32Q: 3 clusters Score -1668269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1668270.000000 Penalty: 903.730347
	Iteration 33Q: 3 clusters Score -1668270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1668275.500000 Penalty: 903.730347
	Iteration 34Q: 3 clusters Score -1668276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1668276.375000 Penalty: 903.730347
	Iteration 35Q: 3 clusters Score -1668276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1668276.375000 Penalty: 903.730347
	Iteration 36Q: 3 clusters Score -1668276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1668277.750000 Penalty: 903.730347
	Iteration 37Q: 3 clusters Score -1668278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1668276.875000 Penalty: 903.730347
	Iteration 38Q: 3 clusters Score -1668277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1668275.750000 Penalty: 903.730347
	Iteration 39Q: 3 clusters Score -1668276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1668281.000000 Penalty: 903.730347
	Iteration 40F: 3 clusters Score -1668281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1668284.250000 Penalty: 903.730347
	Iteration 41Q: 3 clusters Score -1668284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1668282.875000 Penalty: 903.730347
	Iteration 42Q: 3 clusters Score -1668283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1668283.500000 Penalty: 903.730347
	Iteration 43Q: 3 clusters Score -1668284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1668282.625000 Penalty: 903.730347
	Iteration 44Q: 3 clusters Score -1668283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1668280.750000 Penalty: 903.730347
	Iteration 45Q: 3 clusters Score -1668281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1668283.250000 Penalty: 903.730347
	Iteration 46Q: 3 clusters Score -1668283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1668284.000000 Penalty: 903.730347
	Iteration 47Q: 3 clusters Score -1668284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1668284.875000 Penalty: 903.730347
	Iteration 48Q: 3 clusters Score -1668285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1668284.875000 Penalty: 903.730347
	Iteration 49F: 3 clusters Score -1668285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (3144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Entering Unmasked Estep 
Score: -255623.500000 Penalty: 366.422943
	Iteration 0F: 2 clusters Score -255623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -253453.453125 Penalty: 732.845886
	Iteration 0F: 3 clusters Score -253453.5 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -254183.031250 Penalty: 732.845886
	Iteration 1F: 3 clusters Score -254183 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -254267.531250 Penalty: 732.845886
	Iteration 2F: 3 clusters Score -254267.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -254352.406250 Penalty: 732.845886
	Iteration 3F: 3 clusters Score -254352.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -254440.875000 Penalty: 732.845886
	Iteration 4F: 3 clusters Score -254440.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254541.062500 Penalty: 732.845886
	Iteration 5F: 3 clusters Score -254541.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254655.296875 Penalty: 732.845886
	Iteration 6Q: 3 clusters Score -254655.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -254780.156250 Penalty: 732.845886
	Iteration 7Q: 3 clusters Score -254780.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -254914.734375 Penalty: 732.845886
	Iteration 8Q: 3 clusters Score -254914.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -255019.421875 Penalty: 732.845886
	Iteration 9Q: 3 clusters Score -255019.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -255076.703125 Penalty: 732.845886
	Iteration 10Q: 3 clusters Score -255076.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -255110.812500 Penalty: 732.845886
	Iteration 11Q: 3 clusters Score -255110.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -255139.953125 Penalty: 732.845886
	Iteration 12Q: 3 clusters Score -255140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -255159.171875 Penalty: 732.845886
	Iteration 13Q: 3 clusters Score -255159.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -255176.593750 Penalty: 732.845886
	Iteration 14Q: 3 clusters Score -255176.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -255195.671875 Penalty: 732.845886
	Iteration 15Q: 3 clusters Score -255195.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -255212.281250 Penalty: 732.845886
	Iteration 16Q: 3 clusters Score -255212.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -255225.796875 Penalty: 732.845886
	Iteration 17Q: 3 clusters Score -255225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -255236.546875 Penalty: 732.845886
	Iteration 18Q: 3 clusters Score -255236.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -255257.656250 Penalty: 732.845886
	Iteration 19Q: 3 clusters Score -255257.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -255280.750000 Penalty: 732.845886
	Iteration 20F: 3 clusters Score -255280.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -255299.062500 Penalty: 732.845886
	Iteration 21Q: 3 clusters Score -255299.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -255315.015625 Penalty: 732.845886
	Iteration 22Q: 3 clusters Score -255315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -255322.953125 Penalty: 732.845886
	Iteration 23Q: 3 clusters Score -255323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -255327.109375 Penalty: 732.845886
	Iteration 24Q: 3 clusters Score -255327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -255334.796875 Penalty: 732.845886
	Iteration 25Q: 3 clusters Score -255334.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -255341.609375 Penalty: 732.845886
	Iteration 26Q: 3 clusters Score -255341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -255346.125000 Penalty: 732.845886
	Iteration 27Q: 3 clusters Score -255346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -255349.515625 Penalty: 732.845886
	Iteration 28Q: 3 clusters Score -255349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -255353.109375 Penalty: 732.845886
	Iteration 29Q: 3 clusters Score -255353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -255353.578125 Penalty: 732.845886
	Iteration 30Q: 3 clusters Score -255353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -255353.578125 Penalty: 732.845886
	Iteration 31F: 3 clusters Score -255353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Entering Unmasked Estep 
Score: -237198.625000 Penalty: 367.183563
	Iteration 0F: 2 clusters Score -237198.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -235024.265625 Penalty: 734.367126
	Iteration 0F: 3 clusters Score -235024.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -235808.578125 Penalty: 734.367126
	Iteration 1F: 3 clusters Score -235808.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -235900.656250 Penalty: 734.367126
	Iteration 2F: 3 clusters Score -235900.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -235987.328125 Penalty: 734.367126
	Iteration 3F: 3 clusters Score -235987.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -236110.562500 Penalty: 734.367126
	Iteration 4F: 3 clusters Score -236110.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -236246.937500 Penalty: 734.367126
	Iteration 5F: 3 clusters Score -236246.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -236412.515625 Penalty: 734.367126
	Iteration 6F: 3 clusters Score -236412.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -236594.937500 Penalty: 734.367126
	Iteration 7F: 3 clusters Score -236594.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -236746.125000 Penalty: 734.367126
	Iteration 8Q: 3 clusters Score -236746.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -236825.046875 Penalty: 734.367126
	Iteration 9Q: 3 clusters Score -236825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -236870.000000 Penalty: 734.367126
	Iteration 10Q: 3 clusters Score -236870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -236903.562500 Penalty: 734.367126
	Iteration 11Q: 3 clusters Score -236903.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -236923.468750 Penalty: 734.367126
	Iteration 12Q: 3 clusters Score -236923.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -236936.718750 Penalty: 734.367126
	Iteration 13Q: 3 clusters Score -236936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -236941.625000 Penalty: 734.367126
	Iteration 14Q: 3 clusters Score -236941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -236944.843750 Penalty: 734.367126
	Iteration 15Q: 3 clusters Score -236944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -236947.781250 Penalty: 734.367126
	Iteration 16Q: 3 clusters Score -236947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -236951.500000 Penalty: 734.367126
	Iteration 17Q: 3 clusters Score -236951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -236952.203125 Penalty: 734.367126
	Iteration 18Q: 3 clusters Score -236952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -236954.859375 Penalty: 734.367126
	Iteration 19Q: 3 clusters Score -236954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -236957.250000 Penalty: 734.367126
	Iteration 20F: 3 clusters Score -236957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -236958.156250 Penalty: 734.367126
	Iteration 21Q: 3 clusters Score -236958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -236958.343750 Penalty: 734.367126
	Iteration 22Q: 3 clusters Score -236958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -236958.343750 Penalty: 734.367126
	Iteration 23F: 3 clusters Score -236958.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5567.378418 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5567.378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5631.642578 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5631.643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5654.925781 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5654.926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5669.238770 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5669.239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5676.816406 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5676.816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5690.299316 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5690.299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5716.516113 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -5716.516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5722.806152 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -5722.806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5724.812988 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -5724.813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5730.416992 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -5730.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5730.416992 Penalty: 454.746338
	Iteration 10F: 3 clusters Score -5730.417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -296745.906250 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -296745.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -294304.375000 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -294304.4 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -295142.343750 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -295142.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -295228.718750 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -295228.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -295325.656250 Penalty: 744.281677
	Iteration 3F: 3 clusters Score -295325.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -295426.593750 Penalty: 744.281677
	Iteration 4Q: 3 clusters Score -295426.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -295525.031250 Penalty: 744.281677
	Iteration 5F: 3 clusters Score -295525 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -295655.093750 Penalty: 744.281677
	Iteration 6F: 3 clusters Score -295655.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -295816.437500 Penalty: 744.281677
	Iteration 7F: 3 clusters Score -295816.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -295998.031250 Penalty: 744.281677
	Iteration 8F: 3 clusters Score -295998 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -296175.968750 Penalty: 744.281677
	Iteration 9F: 3 clusters Score -296176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -296291.406250 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -296291.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -296343.687500 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -296343.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -296382.468750 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -296382.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -296410.156250 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -296410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -296433.031250 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -296433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -296444.968750 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -296445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -296451.218750 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -296451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -296452.968750 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -296453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -296457.000000 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -296457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -296458.406250 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -296458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -296458.406250 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -296458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.437500 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -64969.832031 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64969.83 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -65205.574219 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65205.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65259.664062 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65259.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65293.855469 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -65293.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -65322.539062 Penalty: 624.129395
	Iteration 4F: 3 clusters Score -65322.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -65337.214844 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -65337.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65349.589844 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65349.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65369.062500 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65369.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65396.058594 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65396.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -65436.515625 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65436.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -65470.644531 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65470.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -65484.253906 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65484.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -65493.378906 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65493.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -65504.531250 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65504.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -65507.945312 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65507.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -65509.996094 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -65509.996094 Penalty: 624.129395
	Iteration 16F: 3 clusters Score -65510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1187392.000000 Penalty: 435.982910
	Iteration 0F: 2 clusters Score -1187392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1177670.375000 Penalty: 871.965820
	Iteration 0F: 3 clusters Score -1177670 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1181631.000000 Penalty: 871.965820
	Iteration 1F: 3 clusters Score -1181631 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1181961.375000 Penalty: 871.965820
	Iteration 2F: 3 clusters Score -1181961 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1182473.750000 Penalty: 871.965820
	Iteration 3F: 3 clusters Score -1182474 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1183205.750000 Penalty: 871.965820
	Iteration 4F: 3 clusters Score -1183206 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1184085.875000 Penalty: 871.965820
	Iteration 5F: 3 clusters Score -1184086 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1184952.875000 Penalty: 871.965820
	Iteration 6F: 3 clusters Score -1184953 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1185631.625000 Penalty: 871.965820
	Iteration 7Q: 3 clusters Score -1185632 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1186102.250000 Penalty: 871.965820
	Iteration 8Q: 3 clusters Score -1186102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1186368.625000 Penalty: 871.965820
	Iteration 9Q: 3 clusters Score -1186369 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1186535.500000 Penalty: 871.965820
	Iteration 10Q: 3 clusters Score -1186536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1186641.250000 Penalty: 871.965820
	Iteration 11Q: 3 clusters Score -1186641 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1186726.750000 Penalty: 871.965820
	Iteration 12Q: 3 clusters Score -1186727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1186797.000000 Penalty: 871.965820
	Iteration 13Q: 3 clusters Score -1186797 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1186859.750000 Penalty: 871.965820
	Iteration 14Q: 3 clusters Score -1186860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1186900.375000 Penalty: 871.965820
	Iteration 15Q: 3 clusters Score -1186900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1186928.625000 Penalty: 871.965820
	Iteration 16Q: 3 clusters Score -1186929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1186952.625000 Penalty: 871.965820
	Iteration 17Q: 3 clusters Score -1186953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1186965.375000 Penalty: 871.965820
	Iteration 18Q: 3 clusters Score -1186965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1186978.500000 Penalty: 871.965820
	Iteration 19Q: 3 clusters Score -1186978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1186987.250000 Penalty: 871.965820
	Iteration 20F: 3 clusters Score -1186987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1186992.500000 Penalty: 871.965820
	Iteration 21Q: 3 clusters Score -1186992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1186997.875000 Penalty: 871.965820
	Iteration 22Q: 3 clusters Score -1186998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1187000.375000 Penalty: 871.965820
	Iteration 23Q: 3 clusters Score -1187000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1187005.125000 Penalty: 871.965820
	Iteration 24Q: 3 clusters Score -1187005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1187006.000000 Penalty: 871.965820
	Iteration 25Q: 3 clusters Score -1187006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1187007.750000 Penalty: 871.965820
	Iteration 26Q: 3 clusters Score -1187008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1187009.000000 Penalty: 871.965820
	Iteration 27Q: 3 clusters Score -1187009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1187009.750000 Penalty: 871.965820
	Iteration 28Q: 3 clusters Score -1187010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1187009.750000 Penalty: 871.965820
	Iteration 29F: 3 clusters Score -1187010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -51549.449219 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -51549.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51011.402344 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -51011.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51134.621094 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -51134.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51152.425781 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -51152.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51166.933594 Penalty: 583.176147
	Iteration 3Q: 3 clusters Score -51166.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -51186.085938 Penalty: 583.176147
	Iteration 4Q: 3 clusters Score -51186.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51199.902344 Penalty: 583.176147
	Iteration 5Q: 3 clusters Score -51199.9 nChanged 15
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: -51211.210938 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -51211.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51216.687500 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -51216.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51222.855469 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -51222.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51227.128906 Penalty: 583.176147
	Iteration 9Q: 3 clusters Score -51227.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51228.531250 Penalty: 583.176147
	Iteration 10Q: 3 clusters Score -51228.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51230.566406 Penalty: 583.176147
	Iteration 11Q: 3 clusters Score -51230.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51230.296875 Penalty: 583.176147
	Iteration 12Q: 3 clusters Score -51230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51234.195312 Penalty: 583.176147
	Iteration 13Q: 3 clusters Score -51234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51234.656250 Penalty: 583.176147
	Iteration 14Q: 3 clusters Score -51234.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51234.367188 Penalty: 583.176147
	Iteration 15Q: 3 clusters Score -51234.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51236.714844 Penalty: 583.176147
	Iteration 16Q: 3 clusters Score -51236.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51237.269531 Penalty: 583.176147
	Iteration 17Q: 3 clusters Score -51237.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51244.714844 Penalty: 583.176147
	Iteration 18Q: 3 clusters Score -51244.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51242.871094 Penalty: 583.176147
	Iteration 19Q: 3 clusters Score -51242.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51242.871094 Penalty: 583.176147
	Iteration 20F: 3 clusters Score -51242.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 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 160 members 
Entering Unmasked Estep 
Score: -18978.761719 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18978.76 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19089.669922 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19089.67 nChanged 30
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: -19117.251953 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19117.25 nChanged 13
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: -19131.402344 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19131.4 nChanged 6
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: -19140.628906 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19140.63 nChanged 2
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: -19142.023438 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19142.02 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: -19142.677734 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19142.68 nChanged 1
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: -19143.050781 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19143.05 nChanged 0
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: -19143.050781 Penalty: 522.904541
	Iteration 8F: 3 clusters Score -19143.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 132 members 
Entering Unmasked Estep 
Score: -12564.786133 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12564.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12662.892578 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12662.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12700.245117 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12700.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12712.467773 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12712.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12731.418945 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12731.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12749.951172 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12749.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12771.256836 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12771.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12811.415039 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12811.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12828.494141 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12828.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12839.342773 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12839.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12846.764648 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -12846.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12855.949219 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -12855.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12863.594727 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -12863.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12869.301758 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -12869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12876.430664 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -12876.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12876.430664 Penalty: 503.897430
	Iteration 15F: 3 clusters Score -12876.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (25674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Entering Unmasked Estep 
Score: -2091243.000000 Penalty: 461.972168
	Iteration 0F: 2 clusters Score -2091243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2074881.125000 Penalty: 923.944336
	Iteration 0F: 3 clusters Score -2074881 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2082709.000000 Penalty: 923.944336
	Iteration 1F: 3 clusters Score -2082709 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2083349.125000 Penalty: 923.944336
	Iteration 2Q: 3 clusters Score -2083349 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2084400.625000 Penalty: 923.944336
	Iteration 3F: 3 clusters Score -2084401 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2085992.500000 Penalty: 923.944336
	Iteration 4F: 3 clusters Score -2085992 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2087479.625000 Penalty: 923.944336
	Iteration 5F: 3 clusters Score -2087480 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2088335.750000 Penalty: 923.944336
	Iteration 6F: 3 clusters Score -2088336 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2088851.500000 Penalty: 923.944336
	Iteration 7Q: 3 clusters Score -2088852 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2089368.625000 Penalty: 923.944336
	Iteration 8Q: 3 clusters Score -2089369 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2089951.750000 Penalty: 923.944336
	Iteration 9Q: 3 clusters Score -2089952 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2090449.375000 Penalty: 923.944336
	Iteration 10Q: 3 clusters Score -2090449 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2090754.875000 Penalty: 923.944336
	Iteration 11Q: 3 clusters Score -2090755 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2090931.375000 Penalty: 923.944336
	Iteration 12Q: 3 clusters Score -2090931 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2091016.000000 Penalty: 923.944336
	Iteration 13Q: 3 clusters Score -2091016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2091054.625000 Penalty: 923.944336
	Iteration 14Q: 3 clusters Score -2091055 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2091071.500000 Penalty: 923.944336
	Iteration 15Q: 3 clusters Score -2091072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2091092.375000 Penalty: 923.944336
	Iteration 16Q: 3 clusters Score -2091092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2091111.625000 Penalty: 923.944336
	Iteration 17Q: 3 clusters Score -2091112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2091107.750000 Penalty: 923.944336
	Iteration 18Q: 3 clusters Score -2091108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2091122.125000 Penalty: 923.944336
	Iteration 19Q: 3 clusters Score -2091122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2091122.250000 Penalty: 923.944336
	Iteration 20F: 3 clusters Score -2091122 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2091123.000000 Penalty: 923.944336
	Iteration 21Q: 3 clusters Score -2091123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2091119.125000 Penalty: 923.944336
	Iteration 22Q: 3 clusters Score -2091119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2091118.875000 Penalty: 923.944336
	Iteration 23Q: 3 clusters Score -2091119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2091122.000000 Penalty: 923.944336
	Iteration 24Q: 3 clusters Score -2091122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2091121.375000 Penalty: 923.944336
	Iteration 25Q: 3 clusters Score -2091121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2091120.375000 Penalty: 923.944336
	Iteration 26Q: 3 clusters Score -2091120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2091129.125000 Penalty: 923.944336
	Iteration 27Q: 3 clusters Score -2091129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2091124.750000 Penalty: 923.944336
	Iteration 28Q: 3 clusters Score -2091125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2091125.000000 Penalty: 923.944336
	Iteration 29Q: 3 clusters Score -2091125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2091124.750000 Penalty: 923.944336
	Iteration 30Q: 3 clusters Score -2091125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2091124.625000 Penalty: 923.944336
	Iteration 31Q: 3 clusters Score -2091125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2091126.750000 Penalty: 923.944336
	Iteration 32Q: 3 clusters Score -2091127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2091127.000000 Penalty: 923.944336
	Iteration 33Q: 3 clusters Score -2091127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2091126.750000 Penalty: 923.944336
	Iteration 34Q: 3 clusters Score -2091127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2091127.375000 Penalty: 923.944336
	Iteration 35Q: 3 clusters Score -2091127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2091126.625000 Penalty: 923.944336
	Iteration 36Q: 3 clusters Score -2091127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2091124.250000 Penalty: 923.944336
	Iteration 37Q: 3 clusters Score -2091124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2091122.750000 Penalty: 923.944336
	Iteration 38Q: 3 clusters Score -2091123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2091120.625000 Penalty: 923.944336
	Iteration 39Q: 3 clusters Score -2091121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2091121.500000 Penalty: 923.944336
	Iteration 40F: 3 clusters Score -2091122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Entering Unmasked Estep 
Score: -473698.437500 Penalty: 396.303192
	Iteration 0F: 2 clusters Score -473698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -469587.781250 Penalty: 792.606384
	Iteration 0F: 3 clusters Score -469587.8 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -471070.906250 Penalty: 792.606384
	Iteration 1F: 3 clusters Score -471070.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -471190.187500 Penalty: 792.606384
	Iteration 2F: 3 clusters Score -471190.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -471354.562500 Penalty: 792.606384
	Iteration 3F: 3 clusters Score -471354.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -471613.500000 Penalty: 792.606384
	Iteration 4F: 3 clusters Score -471613.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -471996.593750 Penalty: 792.606384
	Iteration 5F: 3 clusters Score -471996.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -472403.937500 Penalty: 792.606384
	Iteration 6F: 3 clusters Score -472403.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -472729.937500 Penalty: 792.606384
	Iteration 7F: 3 clusters Score -472729.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -472963.406250 Penalty: 792.606384
	Iteration 8Q: 3 clusters Score -472963.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -473121.468750 Penalty: 792.606384
	Iteration 9Q: 3 clusters Score -473121.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -473219.312500 Penalty: 792.606384
	Iteration 10Q: 3 clusters Score -473219.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -473277.093750 Penalty: 792.606384
	Iteration 11Q: 3 clusters Score -473277.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -473309.250000 Penalty: 792.606384
	Iteration 12Q: 3 clusters Score -473309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -473325.656250 Penalty: 792.606384
	Iteration 13Q: 3 clusters Score -473325.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -473342.875000 Penalty: 792.606384
	Iteration 14Q: 3 clusters Score -473342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -473353.000000 Penalty: 792.606384
	Iteration 15Q: 3 clusters Score -473353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -473365.531250 Penalty: 792.606384
	Iteration 16Q: 3 clusters Score -473365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -473377.468750 Penalty: 792.606384
	Iteration 17Q: 3 clusters Score -473377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -473381.687500 Penalty: 792.606384
	Iteration 18Q: 3 clusters Score -473381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -473382.968750 Penalty: 792.606384
	Iteration 19Q: 3 clusters Score -473383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -473382.968750 Penalty: 792.606384
	Iteration 20F: 3 clusters Score -473383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -70354.156250 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -70354.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69608.898438 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -69608.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69847.125000 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -69847.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69905.984375 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -69905.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69948.460938 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -69948.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69971.859375 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -69971.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69996.796875 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -69996.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70010.078125 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -70010.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70021.054688 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -70021.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -70029.476562 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -70029.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70032.757812 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -70032.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -70036.617188 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -70036.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -70049.078125 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -70049.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -70058.414062 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -70058.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70062.632812 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -70062.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -70064.046875 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -70064.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -70065.757812 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -70065.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70066.718750 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -70066.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70070.296875 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -70070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70072.609375 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -70072.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -70074.382812 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -70074.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -70076.687500 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -70076.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70080.976562 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -70080.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -70084.398438 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -70084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -70089.265625 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -70089.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -70094.554688 Penalty: 620.522095
	Iteration 24Q: 3 clusters Score -70094.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -70099.921875 Penalty: 620.522095
	Iteration 25Q: 3 clusters Score -70099.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -70107.601562 Penalty: 620.522095
	Iteration 26Q: 3 clusters Score -70107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -70111.429688 Penalty: 620.522095
	Iteration 27Q: 3 clusters Score -70111.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70115.492188 Penalty: 620.522095
	Iteration 28Q: 3 clusters Score -70115.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -70118.828125 Penalty: 620.522095
	Iteration 29Q: 3 clusters Score -70118.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -70121.539062 Penalty: 620.522095
	Iteration 30Q: 3 clusters Score -70121.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70125.843750 Penalty: 620.522095
	Iteration 31Q: 3 clusters Score -70125.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70129.703125 Penalty: 620.522095
	Iteration 32Q: 3 clusters Score -70129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70129.945312 Penalty: 620.522095
	Iteration 33Q: 3 clusters Score -70129.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70129.945312 Penalty: 620.522095
	Iteration 34F: 3 clusters Score -70129.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1201478.750000 Penalty: 436.488373
	Iteration 0F: 2 clusters Score -1201479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1191721.625000 Penalty: 872.976746
	Iteration 0F: 3 clusters Score -1191722 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1195636.500000 Penalty: 872.976746
	Iteration 1F: 3 clusters Score -1195636 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1195804.125000 Penalty: 872.976746
	Iteration 2Q: 3 clusters Score -1195804 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1196049.625000 Penalty: 872.976746
	Iteration 3Q: 3 clusters Score -1196050 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1196409.625000 Penalty: 872.976746
	Iteration 4Q: 3 clusters Score -1196410 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1196906.125000 Penalty: 872.976746
	Iteration 5F: 3 clusters Score -1196906 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1197587.500000 Penalty: 872.976746
	Iteration 6F: 3 clusters Score -1197588 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1198482.375000 Penalty: 872.976746
	Iteration 7F: 3 clusters Score -1198482 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1199346.375000 Penalty: 872.976746
	Iteration 8F: 3 clusters Score -1199346 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1199884.625000 Penalty: 872.976746
	Iteration 9Q: 3 clusters Score -1199885 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1200172.125000 Penalty: 872.976746
	Iteration 10Q: 3 clusters Score -1200172 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1200400.500000 Penalty: 872.976746
	Iteration 11Q: 3 clusters Score -1200400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1200609.250000 Penalty: 872.976746
	Iteration 12Q: 3 clusters Score -1200609 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1200768.875000 Penalty: 872.976746
	Iteration 13Q: 3 clusters Score -1200769 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1200860.250000 Penalty: 872.976746
	Iteration 14Q: 3 clusters Score -1200860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1200911.125000 Penalty: 872.976746
	Iteration 15Q: 3 clusters Score -1200911 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1200925.500000 Penalty: 872.976746
	Iteration 16Q: 3 clusters Score -1200926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1200940.375000 Penalty: 872.976746
	Iteration 17Q: 3 clusters Score -1200940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1200942.375000 Penalty: 872.976746
	Iteration 18Q: 3 clusters Score -1200942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1200938.000000 Penalty: 872.976746
	Iteration 19Q: 3 clusters Score -1200938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1200941.375000 Penalty: 872.976746
	Iteration 20F: 3 clusters Score -1200941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1200939.875000 Penalty: 872.976746
	Iteration 21Q: 3 clusters Score -1200940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1200942.250000 Penalty: 872.976746
	Iteration 22Q: 3 clusters Score -1200942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1200942.750000 Penalty: 872.976746
	Iteration 23Q: 3 clusters Score -1200943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1200937.750000 Penalty: 872.976746
	Iteration 24Q: 3 clusters Score -1200938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1200930.500000 Penalty: 872.976746
	Iteration 25Q: 3 clusters Score -1200930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1200931.875000 Penalty: 872.976746
	Iteration 26Q: 3 clusters Score -1200932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1200928.375000 Penalty: 872.976746
	Iteration 27Q: 3 clusters Score -1200928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1200925.500000 Penalty: 872.976746
	Iteration 28Q: 3 clusters Score -1200926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1200923.875000 Penalty: 872.976746
	Iteration 29Q: 3 clusters Score -1200924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1200915.625000 Penalty: 872.976746
	Iteration 30Q: 3 clusters Score -1200916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1200917.500000 Penalty: 872.976746
	Iteration 31Q: 3 clusters Score -1200918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1200918.000000 Penalty: 872.976746
	Iteration 32Q: 3 clusters Score -1200918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1200916.000000 Penalty: 872.976746
	Iteration 33Q: 3 clusters Score -1200916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1200913.375000 Penalty: 872.976746
	Iteration 34Q: 3 clusters Score -1200913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1200909.125000 Penalty: 872.976746
	Iteration 35Q: 3 clusters Score -1200909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1200898.125000 Penalty: 872.976746
	Iteration 36Q: 3 clusters Score -1200898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1200891.125000 Penalty: 872.976746
	Iteration 37Q: 3 clusters Score -1200891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1200885.875000 Penalty: 872.976746
	Iteration 38Q: 3 clusters Score -1200886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1200888.625000 Penalty: 872.976746
	Iteration 39Q: 3 clusters Score -1200889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1200880.250000 Penalty: 872.976746
	Iteration 40F: 3 clusters Score -1200880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1200875.875000 Penalty: 872.976746
	Iteration 41Q: 3 clusters Score -1200876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1200873.875000 Penalty: 872.976746
	Iteration 42Q: 3 clusters Score -1200874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1200853.125000 Penalty: 872.976746
	Iteration 43Q: 3 clusters Score -1200853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1200852.000000 Penalty: 872.976746
	Iteration 44Q: 3 clusters Score -1200852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1200850.000000 Penalty: 872.976746
	Iteration 45Q: 3 clusters Score -1200850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1200839.375000 Penalty: 872.976746
	Iteration 46Q: 3 clusters Score -1200839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1200831.375000 Penalty: 872.976746
	Iteration 47Q: 3 clusters Score -1200831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1200821.375000 Penalty: 872.976746
	Iteration 48Q: 3 clusters Score -1200821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1200809.500000 Penalty: 872.976746
	Iteration 49Q: 3 clusters Score -1200810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1200811.500000 Penalty: 872.976746
	Iteration 50Q: 3 clusters Score -1200812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1200815.250000 Penalty: 872.976746
	Iteration 51Q: 3 clusters Score -1200815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1200812.125000 Penalty: 872.976746
	Iteration 52Q: 3 clusters Score -1200812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1200806.000000 Penalty: 872.976746
	Iteration 53Q: 3 clusters Score -1200806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1200809.625000 Penalty: 872.976746
	Iteration 54Q: 3 clusters Score -1200810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1200814.875000 Penalty: 872.976746
	Iteration 55Q: 3 clusters Score -1200815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1200815.000000 Penalty: 872.976746
	Iteration 56Q: 3 clusters Score -1200815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1200815.000000 Penalty: 872.976746
	Iteration 57F: 3 clusters Score -1200815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 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 109 members 
Entering Unmasked Estep 
Score: -9048.527344 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9048.527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9135.816406 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9135.816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9147.468750 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9147.469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9152.235352 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9152.235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9160.132812 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9160.133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9162.323242 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9162.323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9164.895508 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9164.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9164.895508 Penalty: 480.771515
	Iteration 7F: 3 clusters Score -9164.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15335.836914 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15335.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15035.719727 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -15035.72 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15118.846680 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15118.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -15139.236328 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -15139.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15151.510742 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -15151.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15155.495117 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15158.691406 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -15158.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15162.859375 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -15162.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15164.487305 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -15164.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15165.165039 Penalty: 493.670471
	Iteration 8Q: 3 clusters Score -15165.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15168.840820 Penalty: 493.670471
	Iteration 9Q: 3 clusters Score -15168.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15173.784180 Penalty: 493.670471
	Iteration 10Q: 3 clusters Score -15173.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15184.159180 Penalty: 493.670471
	Iteration 11Q: 3 clusters Score -15184.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15192.530273 Penalty: 493.670471
	Iteration 12Q: 3 clusters Score -15192.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15203.151367 Penalty: 493.670471
	Iteration 13Q: 3 clusters Score -15203.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15213.494141 Penalty: 493.670471
	Iteration 14Q: 3 clusters Score -15213.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15227.315430 Penalty: 493.670471
	Iteration 15Q: 3 clusters Score -15227.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15241.262695 Penalty: 493.670471
	Iteration 16Q: 3 clusters Score -15241.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15242.884766 Penalty: 493.670471
	Iteration 17Q: 3 clusters Score -15242.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15243.744141 Penalty: 493.670471
	Iteration 18Q: 3 clusters Score -15243.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15243.744141 Penalty: 493.670471
	Iteration 19F: 3 clusters Score -15243.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Entering Unmasked Estep 
Score: -2925846.500000 Penalty: 478.006744
	Iteration 0F: 2 clusters Score -2925846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2903198.250000 Penalty: 956.013489
	Iteration 0F: 3 clusters Score -2903198 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2914283.000000 Penalty: 956.013489
	Iteration 1F: 3 clusters Score -2914283 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2915558.000000 Penalty: 956.013489
	Iteration 2F: 3 clusters Score -2915558 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2917627.750000 Penalty: 956.013489
	Iteration 3F: 3 clusters Score -2917628 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2919995.750000 Penalty: 956.013489
	Iteration 4F: 3 clusters Score -2919996 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2921611.250000 Penalty: 956.013489
	Iteration 5F: 3 clusters Score -2921611 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2922314.500000 Penalty: 956.013489
	Iteration 6Q: 3 clusters Score -2922314 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2922576.500000 Penalty: 956.013489
	Iteration 7Q: 3 clusters Score -2922576 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2922698.250000 Penalty: 956.013489
	Iteration 8Q: 3 clusters Score -2922698 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2922796.750000 Penalty: 956.013489
	Iteration 9Q: 3 clusters Score -2922797 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2922890.250000 Penalty: 956.013489
	Iteration 10Q: 3 clusters Score -2922890 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2922967.500000 Penalty: 956.013489
	Iteration 11Q: 3 clusters Score -2922968 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2923021.250000 Penalty: 956.013489
	Iteration 12Q: 3 clusters Score -2923021 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2923064.000000 Penalty: 956.013489
	Iteration 13Q: 3 clusters Score -2923064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2923108.000000 Penalty: 956.013489
	Iteration 14Q: 3 clusters Score -2923108 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2923165.000000 Penalty: 956.013489
	Iteration 15Q: 3 clusters Score -2923165 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2923206.000000 Penalty: 956.013489
	Iteration 16Q: 3 clusters Score -2923206 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2923247.000000 Penalty: 956.013489
	Iteration 17Q: 3 clusters Score -2923247 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2923292.250000 Penalty: 956.013489
	Iteration 18Q: 3 clusters Score -2923292 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2923339.250000 Penalty: 956.013489
	Iteration 19Q: 3 clusters Score -2923339 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2923406.000000 Penalty: 956.013489
	Iteration 20F: 3 clusters Score -2923406 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2923476.500000 Penalty: 956.013489
	Iteration 21Q: 3 clusters Score -2923476 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2923554.500000 Penalty: 956.013489
	Iteration 22Q: 3 clusters Score -2923554 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2923624.750000 Penalty: 956.013489
	Iteration 23Q: 3 clusters Score -2923625 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2923702.500000 Penalty: 956.013489
	Iteration 24Q: 3 clusters Score -2923702 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2923779.000000 Penalty: 956.013489
	Iteration 25Q: 3 clusters Score -2923779 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2923826.500000 Penalty: 956.013489
	Iteration 26Q: 3 clusters Score -2923826 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2923898.500000 Penalty: 956.013489
	Iteration 27Q: 3 clusters Score -2923898 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2924017.250000 Penalty: 956.013489
	Iteration 28Q: 3 clusters Score -2924017 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2924138.750000 Penalty: 956.013489
	Iteration 29Q: 3 clusters Score -2924139 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2924233.250000 Penalty: 956.013489
	Iteration 30Q: 3 clusters Score -2924233 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2924341.500000 Penalty: 956.013489
	Iteration 31Q: 3 clusters Score -2924342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2924442.000000 Penalty: 956.013489
	Iteration 32Q: 3 clusters Score -2924442 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2924524.000000 Penalty: 956.013489
	Iteration 33Q: 3 clusters Score -2924524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2924622.250000 Penalty: 956.013489
	Iteration 34Q: 3 clusters Score -2924622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2924746.750000 Penalty: 956.013489
	Iteration 35Q: 3 clusters Score -2924747 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2924854.500000 Penalty: 956.013489
	Iteration 36Q: 3 clusters Score -2924854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2924963.750000 Penalty: 956.013489
	Iteration 37Q: 3 clusters Score -2924964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2925057.000000 Penalty: 956.013489
	Iteration 38Q: 3 clusters Score -2925057 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2925130.750000 Penalty: 956.013489
	Iteration 39Q: 3 clusters Score -2925131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2925201.750000 Penalty: 956.013489
	Iteration 40F: 3 clusters Score -2925202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2925233.750000 Penalty: 956.013489
	Iteration 41Q: 3 clusters Score -2925234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2925266.750000 Penalty: 956.013489
	Iteration 42Q: 3 clusters Score -2925267 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2925285.750000 Penalty: 956.013489
	Iteration 43Q: 3 clusters Score -2925286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2925321.250000 Penalty: 956.013489
	Iteration 44Q: 3 clusters Score -2925321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2925333.250000 Penalty: 956.013489
	Iteration 45Q: 3 clusters Score -2925333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2925345.000000 Penalty: 956.013489
	Iteration 46Q: 3 clusters Score -2925345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2925361.500000 Penalty: 956.013489
	Iteration 47Q: 3 clusters Score -2925362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2925383.250000 Penalty: 956.013489
	Iteration 48Q: 3 clusters Score -2925383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2925399.750000 Penalty: 956.013489
	Iteration 49Q: 3 clusters Score -2925400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2925418.250000 Penalty: 956.013489
	Iteration 50Q: 3 clusters Score -2925418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2925427.750000 Penalty: 956.013489
	Iteration 51Q: 3 clusters Score -2925428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2925428.500000 Penalty: 956.013489
	Iteration 52Q: 3 clusters Score -2925428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2925432.250000 Penalty: 956.013489
	Iteration 53Q: 3 clusters Score -2925432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2925430.500000 Penalty: 956.013489
	Iteration 54Q: 3 clusters Score -2925430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2925435.750000 Penalty: 956.013489
	Iteration 55Q: 3 clusters Score -2925436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2925442.750000 Penalty: 956.013489
	Iteration 56Q: 3 clusters Score -2925443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2925448.750000 Penalty: 956.013489
	Iteration 57Q: 3 clusters Score -2925449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2925453.500000 Penalty: 956.013489
	Iteration 58Q: 3 clusters Score -2925454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2925453.000000 Penalty: 956.013489
	Iteration 59Q: 3 clusters Score -2925453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2925453.250000 Penalty: 956.013489
	Iteration 60F: 3 clusters Score -2925453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2925456.000000 Penalty: 956.013489
	Iteration 61Q: 3 clusters Score -2925456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2925454.500000 Penalty: 956.013489
	Iteration 62Q: 3 clusters Score -2925454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2925456.000000 Penalty: 956.013489
	Iteration 63Q: 3 clusters Score -2925456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2925454.500000 Penalty: 956.013489
	Iteration 64Q: 3 clusters Score -2925454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2925452.500000 Penalty: 956.013489
	Iteration 65Q: 3 clusters Score -2925452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2925456.000000 Penalty: 956.013489
	Iteration 66Q: 3 clusters Score -2925456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2925460.000000 Penalty: 956.013489
	Iteration 67Q: 3 clusters Score -2925460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2925465.750000 Penalty: 956.013489
	Iteration 68Q: 3 clusters Score -2925466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2925466.750000 Penalty: 956.013489
	Iteration 69Q: 3 clusters Score -2925467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2925469.500000 Penalty: 956.013489
	Iteration 70Q: 3 clusters Score -2925470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2925472.500000 Penalty: 956.013489
	Iteration 71Q: 3 clusters Score -2925472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2925470.000000 Penalty: 956.013489
	Iteration 72Q: 3 clusters Score -2925470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2925476.750000 Penalty: 956.013489
	Iteration 73Q: 3 clusters Score -2925477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2925479.250000 Penalty: 956.013489
	Iteration 74Q: 3 clusters Score -2925479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2925477.000000 Penalty: 956.013489
	Iteration 75Q: 3 clusters Score -2925477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2925476.750000 Penalty: 956.013489
	Iteration 76Q: 3 clusters Score -2925477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2925482.000000 Penalty: 956.013489
	Iteration 77Q: 3 clusters Score -2925482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2925486.250000 Penalty: 956.013489
	Iteration 78Q: 3 clusters Score -2925486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2925482.500000 Penalty: 956.013489
	Iteration 79Q: 3 clusters Score -2925482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2925484.000000 Penalty: 956.013489
	Iteration 80F: 3 clusters Score -2925484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2925488.000000 Penalty: 956.013489
	Iteration 81Q: 3 clusters Score -2925488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2925485.750000 Penalty: 956.013489
	Iteration 82Q: 3 clusters Score -2925486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2925485.750000 Penalty: 956.013489
	Iteration 83F: 3 clusters Score -2925486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 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 114 members 
Entering Unmasked Estep 
Score: -9204.314453 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9204.314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9305.577148 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9305.577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9334.585938 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9334.586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9369.060547 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -9369.061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9400.112305 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9400.112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9420.984375 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9420.984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9424.816406 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9424.816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9426.125977 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9426.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9426.125977 Penalty: 501.722015
	Iteration 8F: 3 clusters Score -9426.126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -22156.394531 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -22156.39 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: -21770.962891 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -21770.96 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21864.214844 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -21864.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21879.453125 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -21879.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21887.656250 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -21887.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21900.091797 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -21900.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21906.500000 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -21906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21911.154297 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -21911.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21916.898438 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -21916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21919.591797 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -21919.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21923.285156 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -21923.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21929.027344 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -21929.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21932.146484 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -21932.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21932.146484 Penalty: 524.632385
	Iteration 12F: 3 clusters Score -21932.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (15497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Entering Unmasked Estep 
Score: -1267256.125000 Penalty: 439.002258
	Iteration 0F: 2 clusters Score -1267256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1257055.750000 Penalty: 878.004517
	Iteration 0F: 3 clusters Score -1257056 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1261246.125000 Penalty: 878.004517
	Iteration 1F: 3 clusters Score -1261246 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1261437.000000 Penalty: 878.004517
	Iteration 2Q: 3 clusters Score -1261437 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1261692.375000 Penalty: 878.004517
	Iteration 3Q: 3 clusters Score -1261692 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1262067.500000 Penalty: 878.004517
	Iteration 4Q: 3 clusters Score -1262068 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1262802.125000 Penalty: 878.004517
	Iteration 5F: 3 clusters Score -1262802 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1264071.375000 Penalty: 878.004517
	Iteration 6F: 3 clusters Score -1264071 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1265340.625000 Penalty: 878.004517
	Iteration 7F: 3 clusters Score -1265341 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1266024.250000 Penalty: 878.004517
	Iteration 8F: 3 clusters Score -1266024 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1266378.500000 Penalty: 878.004517
	Iteration 9Q: 3 clusters Score -1266378 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1266578.500000 Penalty: 878.004517
	Iteration 10Q: 3 clusters Score -1266578 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1266684.250000 Penalty: 878.004517
	Iteration 11Q: 3 clusters Score -1266684 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1266767.375000 Penalty: 878.004517
	Iteration 12Q: 3 clusters Score -1266767 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1266807.000000 Penalty: 878.004517
	Iteration 13Q: 3 clusters Score -1266807 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1266826.125000 Penalty: 878.004517
	Iteration 14Q: 3 clusters Score -1266826 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1266841.750000 Penalty: 878.004517
	Iteration 15Q: 3 clusters Score -1266842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1266851.625000 Penalty: 878.004517
	Iteration 16Q: 3 clusters Score -1266852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1266850.125000 Penalty: 878.004517
	Iteration 17Q: 3 clusters Score -1266850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1266843.000000 Penalty: 878.004517
	Iteration 18Q: 3 clusters Score -1266843 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1266846.625000 Penalty: 878.004517
	Iteration 19Q: 3 clusters Score -1266847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1266845.750000 Penalty: 878.004517
	Iteration 20F: 3 clusters Score -1266846 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1266838.875000 Penalty: 878.004517
	Iteration 21Q: 3 clusters Score -1266839 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1266836.500000 Penalty: 878.004517
	Iteration 22Q: 3 clusters Score -1266836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1266824.125000 Penalty: 878.004517
	Iteration 23Q: 3 clusters Score -1266824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1266833.500000 Penalty: 878.004517
	Iteration 24Q: 3 clusters Score -1266834 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1266843.500000 Penalty: 878.004517
	Iteration 25Q: 3 clusters Score -1266844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1266842.125000 Penalty: 878.004517
	Iteration 26Q: 3 clusters Score -1266842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1266841.000000 Penalty: 878.004517
	Iteration 27Q: 3 clusters Score -1266841 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1266840.750000 Penalty: 878.004517
	Iteration 28Q: 3 clusters Score -1266841 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1266841.375000 Penalty: 878.004517
	Iteration 29Q: 3 clusters Score -1266841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1266844.250000 Penalty: 878.004517
	Iteration 30Q: 3 clusters Score -1266844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1266839.875000 Penalty: 878.004517
	Iteration 31Q: 3 clusters Score -1266840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1266827.875000 Penalty: 878.004517
	Iteration 32Q: 3 clusters Score -1266828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1266814.125000 Penalty: 878.004517
	Iteration 33Q: 3 clusters Score -1266814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1266802.250000 Penalty: 878.004517
	Iteration 34Q: 3 clusters Score -1266802 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1266810.375000 Penalty: 878.004517
	Iteration 35Q: 3 clusters Score -1266810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1266801.625000 Penalty: 878.004517
	Iteration 36Q: 3 clusters Score -1266802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1266800.250000 Penalty: 878.004517
	Iteration 37Q: 3 clusters Score -1266800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1266797.500000 Penalty: 878.004517
	Iteration 38Q: 3 clusters Score -1266798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1266790.875000 Penalty: 878.004517
	Iteration 39Q: 3 clusters Score -1266791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1266788.125000 Penalty: 878.004517
	Iteration 40F: 3 clusters Score -1266788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1266788.625000 Penalty: 878.004517
	Iteration 41Q: 3 clusters Score -1266789 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1266796.375000 Penalty: 878.004517
	Iteration 42Q: 3 clusters Score -1266796 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1266791.125000 Penalty: 878.004517
	Iteration 43Q: 3 clusters Score -1266791 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1266795.125000 Penalty: 878.004517
	Iteration 44Q: 3 clusters Score -1266795 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1266798.250000 Penalty: 878.004517
	Iteration 45Q: 3 clusters Score -1266798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1266800.875000 Penalty: 878.004517
	Iteration 46Q: 3 clusters Score -1266801 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1266804.375000 Penalty: 878.004517
	Iteration 47Q: 3 clusters Score -1266804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1266803.000000 Penalty: 878.004517
	Iteration 48Q: 3 clusters Score -1266803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1266795.750000 Penalty: 878.004517
	Iteration 49Q: 3 clusters Score -1266796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1266786.250000 Penalty: 878.004517
	Iteration 50Q: 3 clusters Score -1266786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1266784.750000 Penalty: 878.004517
	Iteration 51Q: 3 clusters Score -1266785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1266778.500000 Penalty: 878.004517
	Iteration 52Q: 3 clusters Score -1266778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1266778.875000 Penalty: 878.004517
	Iteration 53Q: 3 clusters Score -1266779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1266778.000000 Penalty: 878.004517
	Iteration 54Q: 3 clusters Score -1266778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1266779.375000 Penalty: 878.004517
	Iteration 55Q: 3 clusters Score -1266779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1266785.750000 Penalty: 878.004517
	Iteration 56Q: 3 clusters Score -1266786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1266789.250000 Penalty: 878.004517
	Iteration 57Q: 3 clusters Score -1266789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1266794.250000 Penalty: 878.004517
	Iteration 58Q: 3 clusters Score -1266794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1266796.125000 Penalty: 878.004517
	Iteration 59Q: 3 clusters Score -1266796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1266796.250000 Penalty: 878.004517
	Iteration 60F: 3 clusters Score -1266796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1266796.875000 Penalty: 878.004517
	Iteration 61Q: 3 clusters Score -1266797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1266800.125000 Penalty: 878.004517
	Iteration 62Q: 3 clusters Score -1266800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1266798.750000 Penalty: 878.004517
	Iteration 63Q: 3 clusters Score -1266799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1266798.125000 Penalty: 878.004517
	Iteration 64Q: 3 clusters Score -1266798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1266800.250000 Penalty: 878.004517
	Iteration 65Q: 3 clusters Score -1266800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1266800.375000 Penalty: 878.004517
	Iteration 66Q: 3 clusters Score -1266800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1266799.500000 Penalty: 878.004517
	Iteration 67Q: 3 clusters Score -1266800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1266799.500000 Penalty: 878.004517
	Iteration 68F: 3 clusters Score -1266800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31333 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28073 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5925 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14184 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20988 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18406 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10129 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15924 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4792 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15365 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4552 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3144 members 
Mstep: Class 62 contains 3197 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3565 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 607 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25674 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14664 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183360.000000 Penalty: 47552.976562
Iteration 359Q: 80 clusters Score -4.218336e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31312 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28080 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14212 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20985 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18993 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18410 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10076 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15890 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4789 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15369 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4550 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3134 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3571 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 597 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25701 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14642 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183320.000000 Penalty: 47552.976562
Iteration 360F: 80 clusters Score -4.218332e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31299 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5917 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14237 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20981 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18990 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23654 members 
Mstep: Class 33 contains 18414 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 10008 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15850 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4785 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15389 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4549 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3121 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3570 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 586 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25730 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14619 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183376.000000 Penalty: 47552.976562
Iteration 361Q: 80 clusters Score -4.218338e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19713 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31281 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28112 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5913 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14263 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20984 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18978 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23654 members 
Mstep: Class 33 contains 18416 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9933 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15813 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4780 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15409 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4547 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1789 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3117 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3573 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 577 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25758 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14603 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36515 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183432.000000 Penalty: 47552.976562
Iteration 362Q: 80 clusters Score -4.218343e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28125 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5904 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14292 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20983 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18958 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23654 members 
Mstep: Class 33 contains 18414 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9860 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15782 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4778 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15426 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4547 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1789 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3114 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3577 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 577 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25789 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14583 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36513 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183360.000000 Penalty: 47552.976562
Iteration 363Q: 80 clusters Score -4.218336e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19710 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28145 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5882 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14319 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20983 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18955 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18416 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9772 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15753 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4777 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6497 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15435 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4550 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1789 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3113 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3578 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 576 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25808 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14559 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36513 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 15926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183312.000000 Penalty: 47552.976562
Iteration 364Q: 80 clusters Score -4.218331e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19711 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31263 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28165 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20985 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18952 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18418 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15725 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4774 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6501 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15437 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4558 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1789 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3106 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3580 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 570 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25833 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14526 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183304.000000 Penalty: 47552.976562
Iteration 365Q: 80 clusters Score -4.21833e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31255 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28180 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14364 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20981 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18949 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23655 members 
Mstep: Class 33 contains 18416 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9566 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15697 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4773 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6502 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15444 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4562 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3100 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3580 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 573 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25898 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14479 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36518 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183232.000000 Penalty: 47552.976562
Iteration 366Q: 80 clusters Score -4.218323e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19715 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31252 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28186 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5835 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14381 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18965 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23654 members 
Mstep: Class 33 contains 18418 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9474 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15652 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4773 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6503 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15447 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4569 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3092 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3600 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 569 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25945 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14423 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36514 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183212.000000 Penalty: 47552.976562
Iteration 367Q: 80 clusters Score -4.218321e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19718 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31251 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14397 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6305 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18968 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23653 members 
Mstep: Class 33 contains 18422 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9394 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15625 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4773 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6504 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15446 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4575 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3083 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3606 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 572 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25968 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14383 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36517 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183208.000000 Penalty: 47552.976562
Iteration 368Q: 80 clusters Score -4.218321e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19716 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 3922 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28211 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14415 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20978 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23652 members 
Mstep: Class 33 contains 18432 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9318 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15608 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6506 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15460 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4578 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3073 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3602 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 569 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25974 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14343 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183172.000000 Penalty: 47552.976562
Iteration 369Q: 80 clusters Score -4.218317e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19714 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28217 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14439 members 
Mstep: Class 18 contains 45039 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6307 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20979 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18942 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23651 members 
Mstep: Class 33 contains 18431 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9245 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15580 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4771 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6505 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15477 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4588 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2034 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3064 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3607 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 565 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25966 members 
Mstep: Class 71 contains 6064 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14318 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36518 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183156.000000 Penalty: 47552.976562
Iteration 370Q: 80 clusters Score -4.218316e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19716 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28220 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5796 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14471 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6308 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2059 members 
Mstep: Class 24 contains 20974 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23649 members 
Mstep: Class 33 contains 18424 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9163 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15544 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4771 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6504 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15482 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4599 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2035 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3055 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3612 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 554 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25959 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14310 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183108.000000 Penalty: 47552.976562
Iteration 371Q: 80 clusters Score -4.218311e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19715 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31230 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28224 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 45040 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6309 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20977 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18958 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23646 members 
Mstep: Class 33 contains 18414 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9094 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15525 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4769 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6501 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15487 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4611 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2035 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3045 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3614 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 547 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25922 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14305 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183144.000000 Penalty: 47552.976562
Iteration 372Q: 80 clusters Score -4.218314e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31220 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28228 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14509 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18968 members 
Mstep: Class 30 contains 511 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23644 members 
Mstep: Class 33 contains 18400 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 9010 members 
Mstep: Class 36 contains 2869 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15503 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4767 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15495 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4631 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2035 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3029 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 536 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25899 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14304 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36510 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 16962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183112.000000 Penalty: 47552.976562
Iteration 373Q: 80 clusters Score -4.218311e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19707 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28226 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5775 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6314 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20983 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18978 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23642 members 
Mstep: Class 33 contains 18388 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8902 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15486 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4767 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15501 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4642 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2036 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 3019 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3619 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 527 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25857 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14318 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36512 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183244.000000 Penalty: 47552.976562
Iteration 374Q: 80 clusters Score -4.218324e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31221 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28227 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5764 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14556 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6316 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20980 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18980 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18377 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8802 members 
Mstep: Class 36 contains 2866 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15459 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4769 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6492 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15509 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4652 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2999 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 524 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25823 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14335 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36515 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183212.000000 Penalty: 47552.976562
Iteration 375Q: 80 clusters Score -4.218321e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31225 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28226 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14579 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20975 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18986 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18362 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8715 members 
Mstep: Class 36 contains 2861 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15436 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6493 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15512 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4660 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2983 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 518 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25786 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14345 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36516 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183264.000000 Penalty: 47552.976562
Iteration 376Q: 80 clusters Score -4.218326e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31223 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28229 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5756 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14613 members 
Mstep: Class 18 contains 45041 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20966 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18980 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18355 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8616 members 
Mstep: Class 36 contains 2861 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15403 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4766 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6492 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15520 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4662 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2964 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3619 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 515 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25754 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14360 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36515 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183192.000000 Penalty: 47552.976562
Iteration 377Q: 80 clusters Score -4.218319e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31217 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28228 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5750 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20962 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18985 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18340 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8513 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15370 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4764 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6490 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15526 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4670 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2948 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3620 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 514 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25731 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14371 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36512 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183212.000000 Penalty: 47552.976562
Iteration 378Q: 80 clusters Score -4.218321e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19703 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28225 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14675 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20954 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18990 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18328 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8419 members 
Mstep: Class 36 contains 2859 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15340 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4764 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6489 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15525 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4679 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2925 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 514 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25710 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14383 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36511 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183208.000000 Penalty: 47552.976562
Iteration 379Q: 80 clusters Score -4.218321e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31211 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28225 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5740 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14707 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20946 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18998 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18315 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8329 members 
Mstep: Class 36 contains 2859 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15310 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4760 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6490 members 
Mstep: Class 47 contains 1289 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15526 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4693 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2904 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 514 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25679 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14396 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36511 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 17985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183272.000000 Penalty: 47552.976562
Iteration 380F: 80 clusters Score -4.218327e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19698 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31213 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28219 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14739 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20941 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19007 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18291 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8233 members 
Mstep: Class 36 contains 2859 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15280 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4761 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6492 members 
Mstep: Class 47 contains 1291 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15527 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4694 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2882 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 514 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25646 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14397 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36511 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 18156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183296.000000 Penalty: 47552.976562
Iteration 381Q: 80 clusters Score -4.21833e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31210 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28210 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14783 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20943 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19008 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18283 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 8092 members 
Mstep: Class 36 contains 2861 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15238 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4760 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6495 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15540 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4694 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2864 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 513 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25635 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14384 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36514 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 18343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183292.000000 Penalty: 47552.976562
Iteration 382Q: 80 clusters Score -4.218329e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19695 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28207 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14825 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19006 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18269 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7934 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15198 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4759 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6499 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15552 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4712 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2844 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 513 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25624 members 
Mstep: Class 71 contains 6057 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14373 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36517 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 18548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183296.000000 Penalty: 47552.976562
Iteration 383Q: 80 clusters Score -4.21833e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19693 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31189 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28196 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14855 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6318 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19006 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18262 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7762 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15169 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4757 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6501 members 
Mstep: Class 47 contains 1292 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15562 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4724 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2817 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3621 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 510 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25589 members 
Mstep: Class 71 contains 6056 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14368 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36521 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 18794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183404.000000 Penalty: 47552.976562
Iteration 384Q: 80 clusters Score -4.21834e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31175 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28181 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5704 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14894 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20946 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19017 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18261 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7604 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15133 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4757 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6501 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15577 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4725 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2795 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3620 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 510 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25529 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14368 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36525 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 19043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183408.000000 Penalty: 47552.976562
Iteration 385Q: 80 clusters Score -4.218341e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19685 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28166 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20945 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19028 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18263 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7428 members 
Mstep: Class 36 contains 2860 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15113 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4758 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6500 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15597 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4730 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2780 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3619 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 505 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25487 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14360 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36528 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 19295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 67. Lose 592.786011 but Gain 601.933594
Score: -42183508.000000 Penalty: 46951.042969
Iteration 386Q: 79 clusters Score -4.218351e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19683 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31155 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28125 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14952 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19517 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18266 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7222 members 
Mstep: Class 36 contains 2862 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15082 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4757 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6500 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15621 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4737 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2770 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3614 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25447 members 
Mstep: Class 71 contains 6056 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14352 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36533 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 19554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183920.000000 Penalty: 46951.042969
Iteration 387Q: 79 clusters Score -4.218392e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19678 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31159 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28094 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5550 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20943 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19471 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18267 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 2866 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15052 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4756 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6498 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 15852 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4741 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2756 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3614 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25388 members 
Mstep: Class 71 contains 6055 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14345 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36547 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 19820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183964.000000 Penalty: 46951.042969
Iteration 388Q: 79 clusters Score -4.218396e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31159 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28015 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15019 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20938 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19468 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18264 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6832 members 
Mstep: Class 36 contains 2868 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 15024 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4756 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6497 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 16088 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4743 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1788 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2743 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3616 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25316 members 
Mstep: Class 71 contains 6055 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14344 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36548 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184104.000000 Penalty: 46951.042969
Iteration 389Q: 79 clusters Score -4.21841e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19673 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31166 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 28022 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15044 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20937 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19424 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18260 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6656 members 
Mstep: Class 36 contains 2869 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14995 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4754 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1293 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 16300 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4749 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1787 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2730 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3620 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25250 members 
Mstep: Class 71 contains 6055 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14332 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36539 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 20367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184080.000000 Penalty: 46951.042969
Iteration 390Q: 79 clusters Score -4.218408e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19664 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31182 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27996 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20931 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19338 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18256 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6522 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14978 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4753 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6496 members 
Mstep: Class 47 contains 1294 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 16549 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4754 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2721 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3616 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25135 members 
Mstep: Class 71 contains 6055 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14321 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36527 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 20623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184080.000000 Penalty: 46951.042969
Iteration 391Q: 79 clusters Score -4.218408e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31218 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27939 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15083 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20924 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19262 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18252 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6407 members 
Mstep: Class 36 contains 2867 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14963 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6494 members 
Mstep: Class 47 contains 1295 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 16812 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4756 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2717 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3612 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 25019 members 
Mstep: Class 71 contains 6054 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14317 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36515 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 20842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184060.000000 Penalty: 46951.042969
Iteration 392Q: 79 clusters Score -4.218406e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19662 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31239 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1959 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27913 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15095 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20915 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19144 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18245 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6315 members 
Mstep: Class 36 contains 2867 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14949 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6491 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 17076 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4765 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2716 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3612 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24900 members 
Mstep: Class 71 contains 6052 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14310 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36502 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 21052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184016.000000 Penalty: 46951.042969
Iteration 393Q: 79 clusters Score -4.218402e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19659 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31260 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15105 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20905 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19099 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18235 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6225 members 
Mstep: Class 36 contains 2868 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14941 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6491 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 17299 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4780 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2709 members 
Mstep: Class 62 contains 3203 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3613 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14501 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24799 members 
Mstep: Class 71 contains 6052 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14289 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36494 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 21254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184176.000000 Penalty: 46951.042969
Iteration 394Q: 79 clusters Score -4.218418e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19657 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31282 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27729 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15126 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20901 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19100 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18227 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6132 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14922 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6490 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 17545 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4786 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2702 members 
Mstep: Class 62 contains 3202 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3617 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24676 members 
Mstep: Class 71 contains 6052 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14223 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36478 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 21526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184132.000000 Penalty: 46951.042969
Iteration 395Q: 79 clusters Score -4.218413e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19656 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31300 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1959 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27554 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4551 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15138 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20897 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19149 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17364 members 
Mstep: Class 32 contains 23640 members 
Mstep: Class 33 contains 18221 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 6055 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14908 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6484 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 17813 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4792 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2693 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3620 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24570 members 
Mstep: Class 71 contains 6050 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14161 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36453 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 21770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184244.000000 Penalty: 46951.042969
Iteration 396Q: 79 clusters Score -4.218424e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19653 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31309 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 27340 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15146 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20900 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19192 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23641 members 
Mstep: Class 33 contains 18220 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5992 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14901 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 18105 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4799 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20561 members 
Mstep: Class 61 contains 2680 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3626 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24477 members 
Mstep: Class 71 contains 6048 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14094 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36443 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184168.000000 Penalty: 46951.042969
Iteration 397Q: 79 clusters Score -4.218417e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19652 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31315 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26975 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15154 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6328 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20904 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19248 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17364 members 
Mstep: Class 32 contains 23639 members 
Mstep: Class 33 contains 18222 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5903 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14889 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 18446 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4804 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20561 members 
Mstep: Class 61 contains 2664 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3630 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24391 members 
Mstep: Class 71 contains 6047 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 14037 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36454 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184220.000000 Penalty: 46951.042969
Iteration 398Q: 79 clusters Score -4.218422e+07 nChanged 1807
Entering ConstructFrom: 
Score: -42184220.000000 Penalty: 46951.042969
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 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 396 members 
Entering Unmasked Estep 
Score: -50407.738281 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50407.74 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -50655.781250 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50655.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50730.476562 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50730.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50776.992188 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -50776.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -50802.812500 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -50802.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -50814.687500 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50814.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50821.304688 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -50827.703125 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -50831.589844 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50831.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -50833.691406 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50833.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50833.851562 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50833.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -50833.851562 Penalty: 603.871155
	Iteration 11F: 3 clusters Score -50833.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -360627.031250 Penalty: 386.398987
	Iteration 0F: 2 clusters Score -360627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -357241.812500 Penalty: 772.797974
	Iteration 0F: 3 clusters Score -357241.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -358572.437500 Penalty: 772.797974
	Iteration 1F: 3 clusters Score -358572.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -358722.656250 Penalty: 772.797974
	Iteration 2F: 3 clusters Score -358722.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -358872.718750 Penalty: 772.797974
	Iteration 3F: 3 clusters Score -358872.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -359041.500000 Penalty: 772.797974
	Iteration 4F: 3 clusters Score -359041.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -359206.250000 Penalty: 772.797974
	Iteration 5F: 3 clusters Score -359206.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -359367.093750 Penalty: 772.797974
	Iteration 6F: 3 clusters Score -359367.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -359480.406250 Penalty: 772.797974
	Iteration 7Q: 3 clusters Score -359480.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -359555.093750 Penalty: 772.797974
	Iteration 8Q: 3 clusters Score -359555.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -359609.187500 Penalty: 772.797974
	Iteration 9Q: 3 clusters Score -359609.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -359657.968750 Penalty: 772.797974
	Iteration 10Q: 3 clusters Score -359658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -359696.250000 Penalty: 772.797974
	Iteration 11Q: 3 clusters Score -359696.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -359734.312500 Penalty: 772.797974
	Iteration 12Q: 3 clusters Score -359734.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -359764.531250 Penalty: 772.797974
	Iteration 13Q: 3 clusters Score -359764.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -359785.468750 Penalty: 772.797974
	Iteration 14Q: 3 clusters Score -359785.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -359799.000000 Penalty: 772.797974
	Iteration 15Q: 3 clusters Score -359799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -359810.125000 Penalty: 772.797974
	Iteration 16Q: 3 clusters Score -359810.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -359818.343750 Penalty: 772.797974
	Iteration 17Q: 3 clusters Score -359818.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -359824.562500 Penalty: 772.797974
	Iteration 18Q: 3 clusters Score -359824.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -359828.000000 Penalty: 772.797974
	Iteration 19Q: 3 clusters Score -359828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -359830.625000 Penalty: 772.797974
	Iteration 20F: 3 clusters Score -359830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -359832.656250 Penalty: 772.797974
	Iteration 21Q: 3 clusters Score -359832.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -359834.531250 Penalty: 772.797974
	Iteration 22Q: 3 clusters Score -359834.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -359836.000000 Penalty: 772.797974
	Iteration 23Q: 3 clusters Score -359836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -359838.156250 Penalty: 772.797974
	Iteration 24Q: 3 clusters Score -359838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -359839.875000 Penalty: 772.797974
	Iteration 25Q: 3 clusters Score -359839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -359841.250000 Penalty: 772.797974
	Iteration 26Q: 3 clusters Score -359841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -359841.187500 Penalty: 772.797974
	Iteration 27Q: 3 clusters Score -359841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -359842.093750 Penalty: 772.797974
	Iteration 28Q: 3 clusters Score -359842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -359842.531250 Penalty: 772.797974
	Iteration 29Q: 3 clusters Score -359842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -359843.562500 Penalty: 772.797974
	Iteration 30Q: 3 clusters Score -359843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -359843.343750 Penalty: 772.797974
	Iteration 31Q: 3 clusters Score -359843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -359844.000000 Penalty: 772.797974
	Iteration 32Q: 3 clusters Score -359844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -359844.125000 Penalty: 772.797974
	Iteration 33Q: 3 clusters Score -359844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -359843.656250 Penalty: 772.797974
	Iteration 34Q: 3 clusters Score -359843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -359843.843750 Penalty: 772.797974
	Iteration 35Q: 3 clusters Score -359843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -359843.968750 Penalty: 772.797974
	Iteration 36Q: 3 clusters Score -359844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -359844.000000 Penalty: 772.797974
	Iteration 37Q: 3 clusters Score -359844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -359844.000000 Penalty: 772.797974
	Iteration 38F: 3 clusters Score -359844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Entering Unmasked Estep 
Score: -1556539.375000 Penalty: 449.807678
	Iteration 0F: 2 clusters Score -1556539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1543486.375000 Penalty: 899.615356
	Iteration 0F: 3 clusters Score -1543486 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1549039.000000 Penalty: 899.615356
	Iteration 1F: 3 clusters Score -1549039 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1549523.625000 Penalty: 899.615356
	Iteration 2Q: 3 clusters Score -1549524 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1550297.500000 Penalty: 899.615356
	Iteration 3F: 3 clusters Score -1550298 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1551407.750000 Penalty: 899.615356
	Iteration 4F: 3 clusters Score -1551408 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1552474.500000 Penalty: 899.615356
	Iteration 5F: 3 clusters Score -1552474 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1553035.625000 Penalty: 899.615356
	Iteration 6F: 3 clusters Score -1553036 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1553278.000000 Penalty: 899.615356
	Iteration 7Q: 3 clusters Score -1553278 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1553478.750000 Penalty: 899.615356
	Iteration 8Q: 3 clusters Score -1553479 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1553694.125000 Penalty: 899.615356
	Iteration 9Q: 3 clusters Score -1553694 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1553948.250000 Penalty: 899.615356
	Iteration 10Q: 3 clusters Score -1553948 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1554234.375000 Penalty: 899.615356
	Iteration 11Q: 3 clusters Score -1554234 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1554536.500000 Penalty: 899.615356
	Iteration 12Q: 3 clusters Score -1554536 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1554830.875000 Penalty: 899.615356
	Iteration 13Q: 3 clusters Score -1554831 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1555152.500000 Penalty: 899.615356
	Iteration 14Q: 3 clusters Score -1555152 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1555487.625000 Penalty: 899.615356
	Iteration 15Q: 3 clusters Score -1555488 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1555713.000000 Penalty: 899.615356
	Iteration 16Q: 3 clusters Score -1555713 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1555822.625000 Penalty: 899.615356
	Iteration 17Q: 3 clusters Score -1555823 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1555872.875000 Penalty: 899.615356
	Iteration 18Q: 3 clusters Score -1555873 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1555908.250000 Penalty: 899.615356
	Iteration 19Q: 3 clusters Score -1555908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1555944.625000 Penalty: 899.615356
	Iteration 20F: 3 clusters Score -1555945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1555962.750000 Penalty: 899.615356
	Iteration 21Q: 3 clusters Score -1555963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1555969.375000 Penalty: 899.615356
	Iteration 22Q: 3 clusters Score -1555969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1555968.875000 Penalty: 899.615356
	Iteration 23Q: 3 clusters Score -1555969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1555971.000000 Penalty: 899.615356
	Iteration 24Q: 3 clusters Score -1555971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1555980.500000 Penalty: 899.615356
	Iteration 25Q: 3 clusters Score -1555980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1555982.125000 Penalty: 899.615356
	Iteration 26Q: 3 clusters Score -1555982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1555987.500000 Penalty: 899.615356
	Iteration 27Q: 3 clusters Score -1555988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1555990.125000 Penalty: 899.615356
	Iteration 28Q: 3 clusters Score -1555990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1555990.125000 Penalty: 899.615356
	Iteration 29Q: 3 clusters Score -1555990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1555988.375000 Penalty: 899.615356
	Iteration 30Q: 3 clusters Score -1555988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1555990.500000 Penalty: 899.615356
	Iteration 31Q: 3 clusters Score -1555990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1555993.750000 Penalty: 899.615356
	Iteration 32Q: 3 clusters Score -1555994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1555999.125000 Penalty: 899.615356
	Iteration 33Q: 3 clusters Score -1555999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1555998.875000 Penalty: 899.615356
	Iteration 34Q: 3 clusters Score -1555999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1556000.875000 Penalty: 899.615356
	Iteration 35Q: 3 clusters Score -1556001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1556000.000000 Penalty: 899.615356
	Iteration 36Q: 3 clusters Score -1556000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1556003.625000 Penalty: 899.615356
	Iteration 37Q: 3 clusters Score -1556004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1556006.750000 Penalty: 899.615356
	Iteration 38Q: 3 clusters Score -1556007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1556000.125000 Penalty: 899.615356
	Iteration 39Q: 3 clusters Score -1556000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1556005.625000 Penalty: 899.615356
	Iteration 40F: 3 clusters Score -1556006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1556010.875000 Penalty: 899.615356
	Iteration 41Q: 3 clusters Score -1556011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1556013.250000 Penalty: 899.615356
	Iteration 42Q: 3 clusters Score -1556013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1556012.000000 Penalty: 899.615356
	Iteration 43Q: 3 clusters Score -1556012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1556009.875000 Penalty: 899.615356
	Iteration 44Q: 3 clusters Score -1556010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1556011.750000 Penalty: 899.615356
	Iteration 45Q: 3 clusters Score -1556012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1556013.375000 Penalty: 899.615356
	Iteration 46Q: 3 clusters Score -1556013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1556012.750000 Penalty: 899.615356
	Iteration 47Q: 3 clusters Score -1556013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1556015.000000 Penalty: 899.615356
	Iteration 48Q: 3 clusters Score -1556015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1556014.000000 Penalty: 899.615356
	Iteration 49Q: 3 clusters Score -1556014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1556015.125000 Penalty: 899.615356
	Iteration 50Q: 3 clusters Score -1556015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1556015.500000 Penalty: 899.615356
	Iteration 51Q: 3 clusters Score -1556016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1556016.500000 Penalty: 899.615356
	Iteration 52Q: 3 clusters Score -1556016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1556018.000000 Penalty: 899.615356
	Iteration 53Q: 3 clusters Score -1556018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1556016.375000 Penalty: 899.615356
	Iteration 54Q: 3 clusters Score -1556016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1556015.250000 Penalty: 899.615356
	Iteration 55Q: 3 clusters Score -1556015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1556017.375000 Penalty: 899.615356
	Iteration 56Q: 3 clusters Score -1556017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1556016.500000 Penalty: 899.615356
	Iteration 57Q: 3 clusters Score -1556016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1556018.875000 Penalty: 899.615356
	Iteration 58Q: 3 clusters Score -1556019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1556014.875000 Penalty: 899.615356
	Iteration 59Q: 3 clusters Score -1556015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1556014.625000 Penalty: 899.615356
	Iteration 60F: 3 clusters Score -1556015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1556015.375000 Penalty: 899.615356
	Iteration 61Q: 3 clusters Score -1556015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1556017.000000 Penalty: 899.615356
	Iteration 62Q: 3 clusters Score -1556017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1556016.625000 Penalty: 899.615356
	Iteration 63Q: 3 clusters Score -1556017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1556017.500000 Penalty: 899.615356
	Iteration 64Q: 3 clusters Score -1556018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1556017.500000 Penalty: 899.615356
	Iteration 65Q: 3 clusters Score -1556018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1556018.875000 Penalty: 899.615356
	Iteration 66Q: 3 clusters Score -1556019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1556018.875000 Penalty: 899.615356
	Iteration 67Q: 3 clusters Score -1556019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1556018.875000 Penalty: 899.615356
	Iteration 68F: 3 clusters Score -1556019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Entering Unmasked Estep 
Score: -1605209.375000 Penalty: 450.595032
	Iteration 0F: 2 clusters Score -1605209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1591911.000000 Penalty: 901.190063
	Iteration 0F: 3 clusters Score -1591911 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1597344.875000 Penalty: 901.190063
	Iteration 1F: 3 clusters Score -1597345 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1597676.125000 Penalty: 901.190063
	Iteration 2Q: 3 clusters Score -1597676 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1598094.000000 Penalty: 901.190063
	Iteration 3Q: 3 clusters Score -1598094 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1598582.625000 Penalty: 901.190063
	Iteration 4Q: 3 clusters Score -1598583 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1599221.625000 Penalty: 901.190063
	Iteration 5F: 3 clusters Score -1599222 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1599938.125000 Penalty: 901.190063
	Iteration 6F: 3 clusters Score -1599938 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1600707.875000 Penalty: 901.190063
	Iteration 7F: 3 clusters Score -1600708 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1601331.000000 Penalty: 901.190063
	Iteration 8Q: 3 clusters Score -1601331 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1601823.500000 Penalty: 901.190063
	Iteration 9Q: 3 clusters Score -1601824 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1602209.375000 Penalty: 901.190063
	Iteration 10Q: 3 clusters Score -1602209 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1602523.875000 Penalty: 901.190063
	Iteration 11Q: 3 clusters Score -1602524 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1602797.500000 Penalty: 901.190063
	Iteration 12Q: 3 clusters Score -1602798 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1603059.875000 Penalty: 901.190063
	Iteration 13Q: 3 clusters Score -1603060 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1603334.250000 Penalty: 901.190063
	Iteration 14Q: 3 clusters Score -1603334 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1603634.875000 Penalty: 901.190063
	Iteration 15Q: 3 clusters Score -1603635 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1603907.625000 Penalty: 901.190063
	Iteration 16Q: 3 clusters Score -1603908 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1604156.500000 Penalty: 901.190063
	Iteration 17Q: 3 clusters Score -1604156 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1604369.125000 Penalty: 901.190063
	Iteration 18Q: 3 clusters Score -1604369 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1604540.125000 Penalty: 901.190063
	Iteration 19Q: 3 clusters Score -1604540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1604651.375000 Penalty: 901.190063
	Iteration 20F: 3 clusters Score -1604651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1604722.375000 Penalty: 901.190063
	Iteration 21Q: 3 clusters Score -1604722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1604765.000000 Penalty: 901.190063
	Iteration 22Q: 3 clusters Score -1604765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1604789.000000 Penalty: 901.190063
	Iteration 23Q: 3 clusters Score -1604789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1604799.625000 Penalty: 901.190063
	Iteration 24Q: 3 clusters Score -1604800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1604806.875000 Penalty: 901.190063
	Iteration 25Q: 3 clusters Score -1604807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1604809.875000 Penalty: 901.190063
	Iteration 26Q: 3 clusters Score -1604810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1604813.625000 Penalty: 901.190063
	Iteration 27Q: 3 clusters Score -1604814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -1604816.125000 Penalty: 901.190063
	Iteration 28Q: 3 clusters Score -1604816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -1604815.250000 Penalty: 901.190063
	Iteration 29Q: 3 clusters Score -1604815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -1604815.250000 Penalty: 901.190063
	Iteration 30F: 3 clusters Score -1604815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7165.849609 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7165.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7259.241211 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7259.241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7269.240723 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -7269.241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7285.341797 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7285.342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7304.752441 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -7304.752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 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 348 members 
Entering Unmasked Estep 
Score: -43772.222656 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43772.22 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43976.847656 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -43976.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44032.828125 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44032.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44051.191406 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44051.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44062.050781 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -44062.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44072.574219 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44072.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44085.031250 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44085.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44097.707031 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44097.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44112.269531 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44112.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44124.164062 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44124.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44142.757812 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44142.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44159.554688 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44159.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44168.988281 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44168.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44176.371094 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44176.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -44181.804688 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44186.328125 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44186.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -44189.671875 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44189.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44194.074219 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44194.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -44199.128906 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -44199.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -44201.460938 Penalty: 596.018188
	Iteration 19Q: 3 clusters Score -44201.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -44203.175781 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -44203.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -44204.300781 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -44204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -44213.589844 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -44213.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44224.542969 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -44224.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -44230.167969 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -44230.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -44230.542969 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -44230.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44230.761719 Penalty: 596.018188
	Iteration 26Q: 3 clusters Score -44230.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -44230.761719 Penalty: 596.018188
	Iteration 27F: 3 clusters Score -44230.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Entering Unmasked Estep 
Score: -2510117.500000 Penalty: 471.029633
	Iteration 0F: 2 clusters Score -2510118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2490780.000000 Penalty: 942.059265
	Iteration 0F: 3 clusters Score -2490780 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2500385.000000 Penalty: 942.059265
	Iteration 1F: 3 clusters Score -2500385 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2501554.750000 Penalty: 942.059265
	Iteration 2F: 3 clusters Score -2501555 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2503070.000000 Penalty: 942.059265
	Iteration 3F: 3 clusters Score -2503070 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2504802.000000 Penalty: 942.059265
	Iteration 4F: 3 clusters Score -2504802 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2506445.500000 Penalty: 942.059265
	Iteration 5F: 3 clusters Score -2506446 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2507798.750000 Penalty: 942.059265
	Iteration 6F: 3 clusters Score -2507799 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2508828.000000 Penalty: 942.059265
	Iteration 7F: 3 clusters Score -2508828 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2509443.750000 Penalty: 942.059265
	Iteration 8Q: 3 clusters Score -2509444 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2509761.750000 Penalty: 942.059265
	Iteration 9Q: 3 clusters Score -2509762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2509888.000000 Penalty: 942.059265
	Iteration 10Q: 3 clusters Score -2509888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2509930.500000 Penalty: 942.059265
	Iteration 11Q: 3 clusters Score -2509930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2509939.500000 Penalty: 942.059265
	Iteration 12Q: 3 clusters Score -2509940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2509949.250000 Penalty: 942.059265
	Iteration 13Q: 3 clusters Score -2509949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2509961.500000 Penalty: 942.059265
	Iteration 14Q: 3 clusters Score -2509962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2509969.750000 Penalty: 942.059265
	Iteration 15Q: 3 clusters Score -2509970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2509983.500000 Penalty: 942.059265
	Iteration 16Q: 3 clusters Score -2509984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2509982.500000 Penalty: 942.059265
	Iteration 17Q: 3 clusters Score -2509982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2509979.250000 Penalty: 942.059265
	Iteration 18Q: 3 clusters Score -2509979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2509976.750000 Penalty: 942.059265
	Iteration 19Q: 3 clusters Score -2509977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2509987.250000 Penalty: 942.059265
	Iteration 20F: 3 clusters Score -2509987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2509989.000000 Penalty: 942.059265
	Iteration 21Q: 3 clusters Score -2509989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2509990.500000 Penalty: 942.059265
	Iteration 22Q: 3 clusters Score -2509990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2509986.750000 Penalty: 942.059265
	Iteration 23Q: 3 clusters Score -2509987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2509980.500000 Penalty: 942.059265
	Iteration 24Q: 3 clusters Score -2509980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2509984.750000 Penalty: 942.059265
	Iteration 25Q: 3 clusters Score -2509985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2509985.750000 Penalty: 942.059265
	Iteration 26Q: 3 clusters Score -2509986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2509980.250000 Penalty: 942.059265
	Iteration 27Q: 3 clusters Score -2509980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2509981.250000 Penalty: 942.059265
	Iteration 28Q: 3 clusters Score -2509981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2509980.500000 Penalty: 942.059265
	Iteration 29Q: 3 clusters Score -2509980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2509978.000000 Penalty: 942.059265
	Iteration 30Q: 3 clusters Score -2509978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2509981.000000 Penalty: 942.059265
	Iteration 31Q: 3 clusters Score -2509981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2509975.000000 Penalty: 942.059265
	Iteration 32Q: 3 clusters Score -2509975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2509970.000000 Penalty: 942.059265
	Iteration 33Q: 3 clusters Score -2509970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2509972.750000 Penalty: 942.059265
	Iteration 34Q: 3 clusters Score -2509973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2509969.000000 Penalty: 942.059265
	Iteration 35Q: 3 clusters Score -2509969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2509965.000000 Penalty: 942.059265
	Iteration 36Q: 3 clusters Score -2509965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2509965.750000 Penalty: 942.059265
	Iteration 37Q: 3 clusters Score -2509966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2509967.750000 Penalty: 942.059265
	Iteration 38Q: 3 clusters Score -2509968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2509967.750000 Penalty: 942.059265
	Iteration 39F: 3 clusters Score -2509968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -277637.125000 Penalty: 376.552795
	Iteration 0F: 2 clusters Score -277637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -274996.125000 Penalty: 753.105591
	Iteration 0F: 3 clusters Score -274996.1 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -275958.656250 Penalty: 753.105591
	Iteration 1F: 3 clusters Score -275958.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -276155.781250 Penalty: 753.105591
	Iteration 2F: 3 clusters Score -276155.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -276352.656250 Penalty: 753.105591
	Iteration 3F: 3 clusters Score -276352.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -276552.125000 Penalty: 753.105591
	Iteration 4F: 3 clusters Score -276552.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -276746.781250 Penalty: 753.105591
	Iteration 5F: 3 clusters Score -276746.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -276883.125000 Penalty: 753.105591
	Iteration 6Q: 3 clusters Score -276883.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -276989.562500 Penalty: 753.105591
	Iteration 7Q: 3 clusters Score -276989.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -277082.218750 Penalty: 753.105591
	Iteration 8Q: 3 clusters Score -277082.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -277144.875000 Penalty: 753.105591
	Iteration 9Q: 3 clusters Score -277144.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -277204.437500 Penalty: 753.105591
	Iteration 10Q: 3 clusters Score -277204.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -277234.250000 Penalty: 753.105591
	Iteration 11Q: 3 clusters Score -277234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -277258.312500 Penalty: 753.105591
	Iteration 12Q: 3 clusters Score -277258.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -277271.062500 Penalty: 753.105591
	Iteration 13Q: 3 clusters Score -277271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -277277.812500 Penalty: 753.105591
	Iteration 14Q: 3 clusters Score -277277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -277282.468750 Penalty: 753.105591
	Iteration 15Q: 3 clusters Score -277282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -277287.968750 Penalty: 753.105591
	Iteration 16Q: 3 clusters Score -277288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -277289.375000 Penalty: 753.105591
	Iteration 17Q: 3 clusters Score -277289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -277293.000000 Penalty: 753.105591
	Iteration 18Q: 3 clusters Score -277293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -277297.968750 Penalty: 753.105591
	Iteration 19Q: 3 clusters Score -277298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -277301.218750 Penalty: 753.105591
	Iteration 20F: 3 clusters Score -277301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -277302.812500 Penalty: 753.105591
	Iteration 21Q: 3 clusters Score -277302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -277308.187500 Penalty: 753.105591
	Iteration 22Q: 3 clusters Score -277308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -277313.218750 Penalty: 753.105591
	Iteration 23Q: 3 clusters Score -277313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -277320.750000 Penalty: 753.105591
	Iteration 24Q: 3 clusters Score -277320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -277321.781250 Penalty: 753.105591
	Iteration 25Q: 3 clusters Score -277321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -277322.437500 Penalty: 753.105591
	Iteration 26Q: 3 clusters Score -277322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -277322.437500 Penalty: 753.105591
	Iteration 27F: 3 clusters Score -277322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -141880.953125 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -141881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -140511.156250 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -140511.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141109.906250 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -141109.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141249.046875 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -141249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -141347.109375 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -141347.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -141425.468750 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -141425.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141469.796875 Penalty: 689.611267
	Iteration 5Q: 3 clusters Score -141469.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141506.656250 Penalty: 689.611267
	Iteration 6Q: 3 clusters Score -141506.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -141536.984375 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -141537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -141562.640625 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -141562.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -141578.281250 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -141578.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -141608.421875 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -141608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -141638.734375 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -141638.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -141668.421875 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -141668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -141690.796875 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -141690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -141707.656250 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -141707.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -141726.546875 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -141726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -141738.718750 Penalty: 689.611267
	Iteration 16Q: 3 clusters Score -141738.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -141747.437500 Penalty: 689.611267
	Iteration 17Q: 3 clusters Score -141747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -141750.734375 Penalty: 689.611267
	Iteration 18Q: 3 clusters Score -141750.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -141753.109375 Penalty: 689.611267
	Iteration 19Q: 3 clusters Score -141753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141754.218750 Penalty: 689.611267
	Iteration 20F: 3 clusters Score -141754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -141754.687500 Penalty: 689.611267
	Iteration 21Q: 3 clusters Score -141754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141754.781250 Penalty: 689.611267
	Iteration 22Q: 3 clusters Score -141754.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141754.781250 Penalty: 689.611267
	Iteration 23F: 3 clusters Score -141754.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Entering Unmasked Estep 
Score: -249234.703125 Penalty: 370.104919
	Iteration 0F: 2 clusters Score -249234.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -246909.921875 Penalty: 740.209839
	Iteration 0F: 3 clusters Score -246909.9 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -247752.171875 Penalty: 740.209839
	Iteration 1F: 3 clusters Score -247752.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -247851.843750 Penalty: 740.209839
	Iteration 2F: 3 clusters Score -247851.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -247943.140625 Penalty: 740.209839
	Iteration 3F: 3 clusters Score -247943.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -248031.906250 Penalty: 740.209839
	Iteration 4Q: 3 clusters Score -248031.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -248127.812500 Penalty: 740.209839
	Iteration 5Q: 3 clusters Score -248127.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -248233.781250 Penalty: 740.209839
	Iteration 6Q: 3 clusters Score -248233.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -248344.468750 Penalty: 740.209839
	Iteration 7Q: 3 clusters Score -248344.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -248446.015625 Penalty: 740.209839
	Iteration 8Q: 3 clusters Score -248446 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -248515.046875 Penalty: 740.209839
	Iteration 9Q: 3 clusters Score -248515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -248558.015625 Penalty: 740.209839
	Iteration 10Q: 3 clusters Score -248558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -248584.328125 Penalty: 740.209839
	Iteration 11Q: 3 clusters Score -248584.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -248604.562500 Penalty: 740.209839
	Iteration 12Q: 3 clusters Score -248604.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -248614.359375 Penalty: 740.209839
	Iteration 13Q: 3 clusters Score -248614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -248617.843750 Penalty: 740.209839
	Iteration 14Q: 3 clusters Score -248617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -248623.750000 Penalty: 740.209839
	Iteration 15Q: 3 clusters Score -248623.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -248628.093750 Penalty: 740.209839
	Iteration 16Q: 3 clusters Score -248628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -248631.437500 Penalty: 740.209839
	Iteration 17Q: 3 clusters Score -248631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -248636.156250 Penalty: 740.209839
	Iteration 18Q: 3 clusters Score -248636.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -248640.328125 Penalty: 740.209839
	Iteration 19Q: 3 clusters Score -248640.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -248642.812500 Penalty: 740.209839
	Iteration 20F: 3 clusters Score -248642.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -248645.906250 Penalty: 740.209839
	Iteration 21Q: 3 clusters Score -248645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -248647.062500 Penalty: 740.209839
	Iteration 22Q: 3 clusters Score -248647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -248647.687500 Penalty: 740.209839
	Iteration 23Q: 3 clusters Score -248647.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -248648.984375 Penalty: 740.209839
	Iteration 24Q: 3 clusters Score -248649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -248650.343750 Penalty: 740.209839
	Iteration 25Q: 3 clusters Score -248650.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -248651.250000 Penalty: 740.209839
	Iteration 26Q: 3 clusters Score -248651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -248652.734375 Penalty: 740.209839
	Iteration 27Q: 3 clusters Score -248652.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -248653.375000 Penalty: 740.209839
	Iteration 28Q: 3 clusters Score -248653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -248653.765625 Penalty: 740.209839
	Iteration 29Q: 3 clusters Score -248653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -248655.312500 Penalty: 740.209839
	Iteration 30Q: 3 clusters Score -248655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -248656.093750 Penalty: 740.209839
	Iteration 31Q: 3 clusters Score -248656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -248656.390625 Penalty: 740.209839
	Iteration 32Q: 3 clusters Score -248656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -248656.796875 Penalty: 740.209839
	Iteration 33Q: 3 clusters Score -248656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -248657.078125 Penalty: 740.209839
	Iteration 34Q: 3 clusters Score -248657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -248657.593750 Penalty: 740.209839
	Iteration 35Q: 3 clusters Score -248657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -248657.890625 Penalty: 740.209839
	Iteration 36Q: 3 clusters Score -248657.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -248657.890625 Penalty: 740.209839
	Iteration 37F: 3 clusters Score -248657.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 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 146 members 
Entering Unmasked Estep 
Score: -10558.712891 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10558.71 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10691.610352 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10691.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10757.778320 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10757.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10781.247070 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -10781.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10796.531250 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10796.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10810.292969 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10810.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10825.701172 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10825.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10833.967773 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10833.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -10840.683594 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10840.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10846.218750 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10846.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10846.527344 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10846.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10846.527344 Penalty: 515.644836
	Iteration 11F: 3 clusters Score -10846.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12374.110352 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12374.11 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 110 members 
Entering Unmasked Estep 
Score: -12088.456055 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12088.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12217.301758 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12217.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12230.816406 Penalty: 494.468689
	Iteration 2Q: 3 clusters Score -12230.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12253.927734 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12253.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12280.303711 Penalty: 494.468689
	Iteration 4F: 3 clusters Score -12280.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12318.935547 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12318.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12345.702148 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12365.177734 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12365.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12368.059570 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12368.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12368.059570 Penalty: 494.468689
	Iteration 9F: 3 clusters Score -12368.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Entering Unmasked Estep 
Score: -2160323.000000 Penalty: 463.514160
	Iteration 0F: 2 clusters Score -2160323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2143359.750000 Penalty: 927.028320
	Iteration 0F: 3 clusters Score -2143360 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2150998.750000 Penalty: 927.028320
	Iteration 1F: 3 clusters Score -2150999 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2151534.250000 Penalty: 927.028320
	Iteration 2Q: 3 clusters Score -2151534 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2152277.250000 Penalty: 927.028320
	Iteration 3F: 3 clusters Score -2152277 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2153406.750000 Penalty: 927.028320
	Iteration 4F: 3 clusters Score -2153407 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2155137.250000 Penalty: 927.028320
	Iteration 5F: 3 clusters Score -2155137 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2157036.000000 Penalty: 927.028320
	Iteration 6F: 3 clusters Score -2157036 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2158307.750000 Penalty: 927.028320
	Iteration 7F: 3 clusters Score -2158308 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2159003.750000 Penalty: 927.028320
	Iteration 8Q: 3 clusters Score -2159004 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2159448.500000 Penalty: 927.028320
	Iteration 9Q: 3 clusters Score -2159448 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2159764.750000 Penalty: 927.028320
	Iteration 10Q: 3 clusters Score -2159765 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2159982.250000 Penalty: 927.028320
	Iteration 11Q: 3 clusters Score -2159982 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2160135.250000 Penalty: 927.028320
	Iteration 12Q: 3 clusters Score -2160135 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2160223.000000 Penalty: 927.028320
	Iteration 13Q: 3 clusters Score -2160223 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2160285.500000 Penalty: 927.028320
	Iteration 14Q: 3 clusters Score -2160286 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2160313.500000 Penalty: 927.028320
	Iteration 15Q: 3 clusters Score -2160314 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2160350.750000 Penalty: 927.028320
	Iteration 16Q: 3 clusters Score -2160351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2160366.500000 Penalty: 927.028320
	Iteration 17Q: 3 clusters Score -2160366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2160390.500000 Penalty: 927.028320
	Iteration 18Q: 3 clusters Score -2160390 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2160430.500000 Penalty: 927.028320
	Iteration 19Q: 3 clusters Score -2160430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2160440.000000 Penalty: 927.028320
	Iteration 20F: 3 clusters Score -2160440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2160447.500000 Penalty: 927.028320
	Iteration 21Q: 3 clusters Score -2160448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2160441.250000 Penalty: 927.028320
	Iteration 22Q: 3 clusters Score -2160441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2160446.750000 Penalty: 927.028320
	Iteration 23Q: 3 clusters Score -2160447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2160438.500000 Penalty: 927.028320
	Iteration 24Q: 3 clusters Score -2160438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2160441.500000 Penalty: 927.028320
	Iteration 25Q: 3 clusters Score -2160442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2160444.750000 Penalty: 927.028320
	Iteration 26Q: 3 clusters Score -2160445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2160444.000000 Penalty: 927.028320
	Iteration 27Q: 3 clusters Score -2160444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2160445.000000 Penalty: 927.028320
	Iteration 28Q: 3 clusters Score -2160445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2160444.500000 Penalty: 927.028320
	Iteration 29Q: 3 clusters Score -2160444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2160446.000000 Penalty: 927.028320
	Iteration 30Q: 3 clusters Score -2160446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2160446.000000 Penalty: 927.028320
	Iteration 31F: 3 clusters Score -2160446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31329 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 18312 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15165 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20909 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19285 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17366 members 
Mstep: Class 32 contains 23638 members 
Mstep: Class 33 contains 18223 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5816 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14880 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6484 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 18829 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2647 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 8247 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24303 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13963 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36455 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22464 members 
Entering Unmasked Estep 
Score: -42183840.000000 Penalty: 47552.976562
Splitting cluster 13 changes total score from -42184220.000000 to -42183840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 132 members 
Entering Unmasked Estep 
Score: -18877.576172 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18877.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18949.154297 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18949.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18997.863281 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18997.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19019.734375 Penalty: 514.056702
	Iteration 3F: 3 clusters Score -19019.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19054.248047 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19054.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19083.453125 Penalty: 514.056702
	Iteration 5F: 3 clusters Score -19083.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19091.718750 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19091.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19097.294922 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19097.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19099.976562 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19099.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19106.392578 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -19106.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19110.121094 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -19110.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19117.531250 Penalty: 514.056702
	Iteration 11Q: 3 clusters Score -19117.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -19121.027344 Penalty: 514.056702
	Iteration 12Q: 3 clusters Score -19121.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19125.769531 Penalty: 514.056702
	Iteration 13Q: 3 clusters Score -19125.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19128.962891 Penalty: 514.056702
	Iteration 14Q: 3 clusters Score -19128.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19128.962891 Penalty: 514.056702
	Iteration 15F: 3 clusters Score -19128.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -366031.593750 Penalty: 381.736542
	Iteration 0F: 2 clusters Score -366031.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -363371.718750 Penalty: 763.473083
	Iteration 0F: 3 clusters Score -363371.7 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -364387.031250 Penalty: 763.473083
	Iteration 1F: 3 clusters Score -364387 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -364493.281250 Penalty: 763.473083
	Iteration 2F: 3 clusters Score -364493.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -364605.718750 Penalty: 763.473083
	Iteration 3F: 3 clusters Score -364605.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -364800.093750 Penalty: 763.473083
	Iteration 4F: 3 clusters Score -364800.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -364987.562500 Penalty: 763.473083
	Iteration 5Q: 3 clusters Score -364987.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -365140.218750 Penalty: 763.473083
	Iteration 6Q: 3 clusters Score -365140.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -365261.437500 Penalty: 763.473083
	Iteration 7Q: 3 clusters Score -365261.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -365339.218750 Penalty: 763.473083
	Iteration 8Q: 3 clusters Score -365339.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -365342.312500 Penalty: 763.473083
	Iteration 9Q: 3 clusters Score -365342.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -365362.125000 Penalty: 763.473083
	Iteration 10Q: 3 clusters Score -365362.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -365373.531250 Penalty: 763.473083
	Iteration 11Q: 3 clusters Score -365373.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -365446.312500 Penalty: 763.473083
	Iteration 12Q: 3 clusters Score -365446.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -365549.750000 Penalty: 763.473083
	Iteration 13Q: 3 clusters Score -365549.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -365606.218750 Penalty: 763.473083
	Iteration 14Q: 3 clusters Score -365606.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -365717.406250 Penalty: 763.473083
	Iteration 15Q: 3 clusters Score -365717.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -365749.406250 Penalty: 763.473083
	Iteration 16Q: 3 clusters Score -365749.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -365764.500000 Penalty: 763.473083
	Iteration 17Q: 3 clusters Score -365764.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -365807.968750 Penalty: 763.473083
	Iteration 18Q: 3 clusters Score -365808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -365800.000000 Penalty: 763.473083
	Iteration 19Q: 3 clusters Score -365800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -365824.468750 Penalty: 763.473083
	Iteration 20F: 3 clusters Score -365824.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -365832.500000 Penalty: 763.473083
	Iteration 21Q: 3 clusters Score -365832.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -365803.937500 Penalty: 763.473083
	Iteration 22Q: 3 clusters Score -365803.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -365843.843750 Penalty: 763.473083
	Iteration 23Q: 3 clusters Score -365843.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -365871.937500 Penalty: 763.473083
	Iteration 24Q: 3 clusters Score -365871.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -365883.906250 Penalty: 763.473083
	Iteration 25Q: 3 clusters Score -365883.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -365882.218750 Penalty: 763.473083
	Iteration 26Q: 3 clusters Score -365882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -365886.656250 Penalty: 763.473083
	Iteration 27Q: 3 clusters Score -365886.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -365882.687500 Penalty: 763.473083
	Iteration 28Q: 3 clusters Score -365882.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -365880.625000 Penalty: 763.473083
	Iteration 29Q: 3 clusters Score -365880.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -365883.875000 Penalty: 763.473083
	Iteration 30Q: 3 clusters Score -365883.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -365885.218750 Penalty: 763.473083
	Iteration 31Q: 3 clusters Score -365885.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -365876.875000 Penalty: 763.473083
	Iteration 32Q: 3 clusters Score -365876.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -365855.281250 Penalty: 763.473083
	Iteration 33Q: 3 clusters Score -365855.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -365849.781250 Penalty: 763.473083
	Iteration 34Q: 3 clusters Score -365849.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -365839.937500 Penalty: 763.473083
	Iteration 35Q: 3 clusters Score -365839.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -365758.312500 Penalty: 763.473083
	Iteration 36Q: 3 clusters Score -365758.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -365715.593750 Penalty: 763.473083
	Iteration 37Q: 3 clusters Score -365715.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365772.031250 Penalty: 763.473083
	Iteration 38Q: 3 clusters Score -365772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365718.718750 Penalty: 763.473083
	Iteration 39Q: 3 clusters Score -365718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -365788.156250 Penalty: 763.473083
	Iteration 40F: 3 clusters Score -365788.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -365732.187500 Penalty: 763.473083
	Iteration 41Q: 3 clusters Score -365732.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -365672.906250 Penalty: 763.473083
	Iteration 42Q: 3 clusters Score -365672.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -365659.750000 Penalty: 763.473083
	Iteration 43Q: 3 clusters Score -365659.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -365665.500000 Penalty: 763.473083
	Iteration 44Q: 3 clusters Score -365665.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -365676.750000 Penalty: 763.473083
	Iteration 45Q: 3 clusters Score -365676.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -365649.906250 Penalty: 763.473083
	Iteration 46Q: 3 clusters Score -365649.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -365673.875000 Penalty: 763.473083
	Iteration 47Q: 3 clusters Score -365673.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -365725.250000 Penalty: 763.473083
	Iteration 48Q: 3 clusters Score -365725.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -365728.812500 Penalty: 763.473083
	Iteration 49Q: 3 clusters Score -365728.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -365708.406250 Penalty: 763.473083
	Iteration 50Q: 3 clusters Score -365708.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -365730.156250 Penalty: 763.473083
	Iteration 51Q: 3 clusters Score -365730.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -365728.093750 Penalty: 763.473083
	Iteration 52Q: 3 clusters Score -365728.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -365747.906250 Penalty: 763.473083
	Iteration 53Q: 3 clusters Score -365747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -365755.937500 Penalty: 763.473083
	Iteration 54Q: 3 clusters Score -365755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -365761.687500 Penalty: 763.473083
	Iteration 55Q: 3 clusters Score -365761.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -365767.687500 Penalty: 763.473083
	Iteration 56Q: 3 clusters Score -365767.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -365762.312500 Penalty: 763.473083
	Iteration 57Q: 3 clusters Score -365762.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -365767.187500 Penalty: 763.473083
	Iteration 58Q: 3 clusters Score -365767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -365774.093750 Penalty: 763.473083
	Iteration 59Q: 3 clusters Score -365774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -365781.187500 Penalty: 763.473083
	Iteration 60F: 3 clusters Score -365781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -365789.968750 Penalty: 763.473083
	Iteration 61Q: 3 clusters Score -365790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -365773.156250 Penalty: 763.473083
	Iteration 62Q: 3 clusters Score -365773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -365780.406250 Penalty: 763.473083
	Iteration 63Q: 3 clusters Score -365780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -365773.375000 Penalty: 763.473083
	Iteration 64Q: 3 clusters Score -365773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -365773.375000 Penalty: 763.473083
	Iteration 65F: 3 clusters Score -365773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -55191.089844 Penalty: 298.975159
	Iteration 0F: 2 clusters Score -55191.09 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 389 members 
Entering Unmasked Estep 
Score: -54577.285156 Penalty: 597.950317
	Iteration 0F: 3 clusters Score -54577.29 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54765.980469 Penalty: 597.950317
	Iteration 1F: 3 clusters Score -54765.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -54793.398438 Penalty: 597.950317
	Iteration 2F: 3 clusters Score -54793.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -54815.320312 Penalty: 597.950317
	Iteration 3Q: 3 clusters Score -54815.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -54829.898438 Penalty: 597.950317
	Iteration 4Q: 3 clusters Score -54829.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -54844.839844 Penalty: 597.950317
	Iteration 5Q: 3 clusters Score -54844.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -54871.882812 Penalty: 597.950317
	Iteration 6Q: 3 clusters Score -54871.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -54886.660156 Penalty: 597.950317
	Iteration 7Q: 3 clusters Score -54886.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -54893.468750 Penalty: 597.950317
	Iteration 8Q: 3 clusters Score -54893.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54896.679688 Penalty: 597.950317
	Iteration 9Q: 3 clusters Score -54896.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54900.046875 Penalty: 597.950317
	Iteration 10Q: 3 clusters Score -54900.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -54901.046875 Penalty: 597.950317
	Iteration 11Q: 3 clusters Score -54901.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54901.988281 Penalty: 597.950317
	Iteration 12Q: 3 clusters Score -54901.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54903.703125 Penalty: 597.950317
	Iteration 13Q: 3 clusters Score -54903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -54905.488281 Penalty: 597.950317
	Iteration 14Q: 3 clusters Score -54905.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -54907.742188 Penalty: 597.950317
	Iteration 15Q: 3 clusters Score -54907.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54912.832031 Penalty: 597.950317
	Iteration 16Q: 3 clusters Score -54912.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54916.738281 Penalty: 597.950317
	Iteration 17Q: 3 clusters Score -54916.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -54919.113281 Penalty: 597.950317
	Iteration 18Q: 3 clusters Score -54919.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -54919.695312 Penalty: 597.950317
	Iteration 19Q: 3 clusters Score -54919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54921.628906 Penalty: 597.950317
	Iteration 20F: 3 clusters Score -54921.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -1223788.625000 Penalty: 438.016907
	Iteration 0F: 2 clusters Score -1223789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1213797.625000 Penalty: 876.033813
	Iteration 0F: 3 clusters Score -1213798 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1218015.750000 Penalty: 876.033813
	Iteration 1F: 3 clusters Score -1218016 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1218333.125000 Penalty: 876.033813
	Iteration 2Q: 3 clusters Score -1218333 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1218804.500000 Penalty: 876.033813
	Iteration 3F: 3 clusters Score -1218804 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1219566.750000 Penalty: 876.033813
	Iteration 4F: 3 clusters Score -1219567 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1220560.750000 Penalty: 876.033813
	Iteration 5F: 3 clusters Score -1220561 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1221500.375000 Penalty: 876.033813
	Iteration 6F: 3 clusters Score -1221500 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1222004.750000 Penalty: 876.033813
	Iteration 7Q: 3 clusters Score -1222005 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1222286.375000 Penalty: 876.033813
	Iteration 8Q: 3 clusters Score -1222286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1222543.625000 Penalty: 876.033813
	Iteration 9Q: 3 clusters Score -1222544 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1222809.625000 Penalty: 876.033813
	Iteration 10Q: 3 clusters Score -1222810 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1223011.500000 Penalty: 876.033813
	Iteration 11Q: 3 clusters Score -1223012 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1223151.500000 Penalty: 876.033813
	Iteration 12Q: 3 clusters Score -1223152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1223238.000000 Penalty: 876.033813
	Iteration 13Q: 3 clusters Score -1223238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1223297.625000 Penalty: 876.033813
	Iteration 14Q: 3 clusters Score -1223298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1223337.250000 Penalty: 876.033813
	Iteration 15Q: 3 clusters Score -1223337 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1223375.875000 Penalty: 876.033813
	Iteration 16Q: 3 clusters Score -1223376 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1223398.875000 Penalty: 876.033813
	Iteration 17Q: 3 clusters Score -1223399 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1223411.750000 Penalty: 876.033813
	Iteration 18Q: 3 clusters Score -1223412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1223431.750000 Penalty: 876.033813
	Iteration 19Q: 3 clusters Score -1223432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1223451.500000 Penalty: 876.033813
	Iteration 20F: 3 clusters Score -1223452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1223468.000000 Penalty: 876.033813
	Iteration 21Q: 3 clusters Score -1223468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1223476.000000 Penalty: 876.033813
	Iteration 22Q: 3 clusters Score -1223476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1223483.500000 Penalty: 876.033813
	Iteration 23Q: 3 clusters Score -1223484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1223489.125000 Penalty: 876.033813
	Iteration 24Q: 3 clusters Score -1223489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1223496.625000 Penalty: 876.033813
	Iteration 25Q: 3 clusters Score -1223497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1223496.250000 Penalty: 876.033813
	Iteration 26Q: 3 clusters Score -1223496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1223505.125000 Penalty: 876.033813
	Iteration 27Q: 3 clusters Score -1223505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1223507.125000 Penalty: 876.033813
	Iteration 28Q: 3 clusters Score -1223507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1223507.500000 Penalty: 876.033813
	Iteration 29Q: 3 clusters Score -1223508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1223506.750000 Penalty: 876.033813
	Iteration 30Q: 3 clusters Score -1223507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1223505.000000 Penalty: 876.033813
	Iteration 31Q: 3 clusters Score -1223505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1223507.125000 Penalty: 876.033813
	Iteration 32Q: 3 clusters Score -1223507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1223508.375000 Penalty: 876.033813
	Iteration 33Q: 3 clusters Score -1223508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1223508.250000 Penalty: 876.033813
	Iteration 34Q: 3 clusters Score -1223508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1223506.000000 Penalty: 876.033813
	Iteration 35Q: 3 clusters Score -1223506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1223508.500000 Penalty: 876.033813
	Iteration 36Q: 3 clusters Score -1223508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1223509.000000 Penalty: 876.033813
	Iteration 37Q: 3 clusters Score -1223509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1223507.375000 Penalty: 876.033813
	Iteration 38Q: 3 clusters Score -1223507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1223507.000000 Penalty: 876.033813
	Iteration 39Q: 3 clusters Score -1223507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1223507.625000 Penalty: 876.033813
	Iteration 40F: 3 clusters Score -1223508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1223507.500000 Penalty: 876.033813
	Iteration 41Q: 3 clusters Score -1223508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1223506.125000 Penalty: 876.033813
	Iteration 42Q: 3 clusters Score -1223506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1223506.875000 Penalty: 876.033813
	Iteration 43Q: 3 clusters Score -1223507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1223505.375000 Penalty: 876.033813
	Iteration 44Q: 3 clusters Score -1223505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1223507.250000 Penalty: 876.033813
	Iteration 45Q: 3 clusters Score -1223507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1223508.125000 Penalty: 876.033813
	Iteration 46Q: 3 clusters Score -1223508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1223508.125000 Penalty: 876.033813
	Iteration 47F: 3 clusters Score -1223508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Entering Unmasked Estep 
Score: -3422207.500000 Penalty: 487.548462
	Iteration 0F: 2 clusters Score -3422208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3392752.750000 Penalty: 975.096924
	Iteration 0F: 3 clusters Score -3392753 nChanged 21686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3406059.500000 Penalty: 975.096924
	Iteration 1F: 3 clusters Score -3406060 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3407469.750000 Penalty: 975.096924
	Iteration 2F: 3 clusters Score -3407470 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3409765.750000 Penalty: 975.096924
	Iteration 3F: 3 clusters Score -3409766 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3412537.750000 Penalty: 975.096924
	Iteration 4F: 3 clusters Score -3412538 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3415178.000000 Penalty: 975.096924
	Iteration 5F: 3 clusters Score -3415178 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3417178.500000 Penalty: 975.096924
	Iteration 6Q: 3 clusters Score -3417178 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3418422.000000 Penalty: 975.096924
	Iteration 7Q: 3 clusters Score -3418422 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3419374.000000 Penalty: 975.096924
	Iteration 8Q: 3 clusters Score -3419374 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3420139.250000 Penalty: 975.096924
	Iteration 9Q: 3 clusters Score -3420139 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3420654.750000 Penalty: 975.096924
	Iteration 10Q: 3 clusters Score -3420655 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3420976.000000 Penalty: 975.096924
	Iteration 11Q: 3 clusters Score -3420976 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3421236.000000 Penalty: 975.096924
	Iteration 12Q: 3 clusters Score -3421236 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3421422.000000 Penalty: 975.096924
	Iteration 13Q: 3 clusters Score -3421422 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3421571.500000 Penalty: 975.096924
	Iteration 14Q: 3 clusters Score -3421572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3421660.000000 Penalty: 975.096924
	Iteration 15Q: 3 clusters Score -3421660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3421697.250000 Penalty: 975.096924
	Iteration 16Q: 3 clusters Score -3421697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3421737.500000 Penalty: 975.096924
	Iteration 17Q: 3 clusters Score -3421738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3421771.000000 Penalty: 975.096924
	Iteration 18Q: 3 clusters Score -3421771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3421788.250000 Penalty: 975.096924
	Iteration 19Q: 3 clusters Score -3421788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3421798.250000 Penalty: 975.096924
	Iteration 20F: 3 clusters Score -3421798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3421800.250000 Penalty: 975.096924
	Iteration 21Q: 3 clusters Score -3421800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3421802.750000 Penalty: 975.096924
	Iteration 22Q: 3 clusters Score -3421803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3421802.750000 Penalty: 975.096924
	Iteration 23F: 3 clusters Score -3421803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.064453 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26620.435547 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26620.44 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -26807.033203 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26807.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26889.388672 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26889.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26941.042969 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26941.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26955.207031 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26955.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26958.802734 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26974.675781 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26974.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26978.962891 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26978.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26979.623047 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26979.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26979.966797 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26979.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26979.966797 Penalty: 557.545105
	Iteration 10F: 3 clusters Score -26979.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -492881.656250 Penalty: 398.256836
	Iteration 0F: 2 clusters Score -492881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -488641.875000 Penalty: 796.513672
	Iteration 0F: 3 clusters Score -488641.9 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -490326.187500 Penalty: 796.513672
	Iteration 1F: 3 clusters Score -490326.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -490575.375000 Penalty: 796.513672
	Iteration 2F: 3 clusters Score -490575.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -490826.656250 Penalty: 796.513672
	Iteration 3F: 3 clusters Score -490826.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -491076.156250 Penalty: 796.513672
	Iteration 4F: 3 clusters Score -491076.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -491352.687500 Penalty: 796.513672
	Iteration 5F: 3 clusters Score -491352.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -491648.343750 Penalty: 796.513672
	Iteration 6F: 3 clusters Score -491648.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -491881.656250 Penalty: 796.513672
	Iteration 7Q: 3 clusters Score -491881.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -492016.875000 Penalty: 796.513672
	Iteration 8Q: 3 clusters Score -492016.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -492095.375000 Penalty: 796.513672
	Iteration 9Q: 3 clusters Score -492095.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -492156.406250 Penalty: 796.513672
	Iteration 10Q: 3 clusters Score -492156.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -492201.000000 Penalty: 796.513672
	Iteration 11Q: 3 clusters Score -492201 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -492233.656250 Penalty: 796.513672
	Iteration 12Q: 3 clusters Score -492233.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -492267.593750 Penalty: 796.513672
	Iteration 13Q: 3 clusters Score -492267.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -492296.343750 Penalty: 796.513672
	Iteration 14Q: 3 clusters Score -492296.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -492330.812500 Penalty: 796.513672
	Iteration 15Q: 3 clusters Score -492330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -492354.281250 Penalty: 796.513672
	Iteration 16Q: 3 clusters Score -492354.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -492373.687500 Penalty: 796.513672
	Iteration 17Q: 3 clusters Score -492373.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -492385.000000 Penalty: 796.513672
	Iteration 18Q: 3 clusters Score -492385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -492397.750000 Penalty: 796.513672
	Iteration 19Q: 3 clusters Score -492397.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -492404.031250 Penalty: 796.513672
	Iteration 20F: 3 clusters Score -492404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -492410.187500 Penalty: 796.513672
	Iteration 21Q: 3 clusters Score -492410.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -492417.625000 Penalty: 796.513672
	Iteration 22Q: 3 clusters Score -492417.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -492423.500000 Penalty: 796.513672
	Iteration 23Q: 3 clusters Score -492423.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -492428.312500 Penalty: 796.513672
	Iteration 24Q: 3 clusters Score -492428.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -492437.406250 Penalty: 796.513672
	Iteration 25Q: 3 clusters Score -492437.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -492447.750000 Penalty: 796.513672
	Iteration 26Q: 3 clusters Score -492447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -492453.125000 Penalty: 796.513672
	Iteration 27Q: 3 clusters Score -492453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -492460.843750 Penalty: 796.513672
	Iteration 28Q: 3 clusters Score -492460.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -492465.968750 Penalty: 796.513672
	Iteration 29Q: 3 clusters Score -492466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -492471.125000 Penalty: 796.513672
	Iteration 30Q: 3 clusters Score -492471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -492478.750000 Penalty: 796.513672
	Iteration 31Q: 3 clusters Score -492478.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -492484.437500 Penalty: 796.513672
	Iteration 32Q: 3 clusters Score -492484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -492489.375000 Penalty: 796.513672
	Iteration 33Q: 3 clusters Score -492489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -492492.281250 Penalty: 796.513672
	Iteration 34Q: 3 clusters Score -492492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -492495.937500 Penalty: 796.513672
	Iteration 35Q: 3 clusters Score -492495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -492497.968750 Penalty: 796.513672
	Iteration 36Q: 3 clusters Score -492498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -492501.750000 Penalty: 796.513672
	Iteration 37Q: 3 clusters Score -492501.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -492506.375000 Penalty: 796.513672
	Iteration 38Q: 3 clusters Score -492506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -492509.156250 Penalty: 796.513672
	Iteration 39Q: 3 clusters Score -492509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -492510.750000 Penalty: 796.513672
	Iteration 40F: 3 clusters Score -492510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -492511.656250 Penalty: 796.513672
	Iteration 41Q: 3 clusters Score -492511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -492512.968750 Penalty: 796.513672
	Iteration 42Q: 3 clusters Score -492513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -492515.406250 Penalty: 796.513672
	Iteration 43Q: 3 clusters Score -492515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -492520.156250 Penalty: 796.513672
	Iteration 44Q: 3 clusters Score -492520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -492523.000000 Penalty: 796.513672
	Iteration 45Q: 3 clusters Score -492523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -492525.093750 Penalty: 796.513672
	Iteration 46Q: 3 clusters Score -492525.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -492526.093750 Penalty: 796.513672
	Iteration 47Q: 3 clusters Score -492526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -492529.906250 Penalty: 796.513672
	Iteration 48Q: 3 clusters Score -492529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -492531.750000 Penalty: 796.513672
	Iteration 49Q: 3 clusters Score -492531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -492537.718750 Penalty: 796.513672
	Iteration 50Q: 3 clusters Score -492537.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -492542.031250 Penalty: 796.513672
	Iteration 51Q: 3 clusters Score -492542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -492544.875000 Penalty: 796.513672
	Iteration 52Q: 3 clusters Score -492544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -492546.718750 Penalty: 796.513672
	Iteration 53Q: 3 clusters Score -492546.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -492551.718750 Penalty: 796.513672
	Iteration 54Q: 3 clusters Score -492551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -492555.218750 Penalty: 796.513672
	Iteration 55Q: 3 clusters Score -492555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -492555.718750 Penalty: 796.513672
	Iteration 56Q: 3 clusters Score -492555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -492559.625000 Penalty: 796.513672
	Iteration 57Q: 3 clusters Score -492559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -492561.312500 Penalty: 796.513672
	Iteration 58Q: 3 clusters Score -492561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -492562.156250 Penalty: 796.513672
	Iteration 59Q: 3 clusters Score -492562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -492562.500000 Penalty: 796.513672
	Iteration 60F: 3 clusters Score -492562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -492563.906250 Penalty: 796.513672
	Iteration 61Q: 3 clusters Score -492563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -492565.093750 Penalty: 796.513672
	Iteration 62Q: 3 clusters Score -492565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -492565.093750 Penalty: 796.513672
	Iteration 63F: 3 clusters Score -492565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Entering Unmasked Estep 
Score: -1690916.125000 Penalty: 453.216980
	Iteration 0F: 2 clusters Score -1690916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1676805.875000 Penalty: 906.433960
	Iteration 0F: 3 clusters Score -1676806 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1682327.625000 Penalty: 906.433960
	Iteration 1F: 3 clusters Score -1682328 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1682559.875000 Penalty: 906.433960
	Iteration 2Q: 3 clusters Score -1682560 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1682860.375000 Penalty: 906.433960
	Iteration 3Q: 3 clusters Score -1682860 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1683384.250000 Penalty: 906.433960
	Iteration 4Q: 3 clusters Score -1683384 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1684180.125000 Penalty: 906.433960
	Iteration 5F: 3 clusters Score -1684180 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1685336.875000 Penalty: 906.433960
	Iteration 6F: 3 clusters Score -1685337 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1686390.750000 Penalty: 906.433960
	Iteration 7F: 3 clusters Score -1686391 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1686805.125000 Penalty: 906.433960
	Iteration 8F: 3 clusters Score -1686805 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1686935.000000 Penalty: 906.433960
	Iteration 9Q: 3 clusters Score -1686935 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1687009.125000 Penalty: 906.433960
	Iteration 10Q: 3 clusters Score -1687009 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1687072.125000 Penalty: 906.433960
	Iteration 11Q: 3 clusters Score -1687072 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1687136.625000 Penalty: 906.433960
	Iteration 12Q: 3 clusters Score -1687137 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1687202.250000 Penalty: 906.433960
	Iteration 13Q: 3 clusters Score -1687202 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1687302.750000 Penalty: 906.433960
	Iteration 14Q: 3 clusters Score -1687303 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1687430.125000 Penalty: 906.433960
	Iteration 15Q: 3 clusters Score -1687430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1687562.000000 Penalty: 906.433960
	Iteration 16Q: 3 clusters Score -1687562 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1687718.125000 Penalty: 906.433960
	Iteration 17Q: 3 clusters Score -1687718 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1687880.125000 Penalty: 906.433960
	Iteration 18Q: 3 clusters Score -1687880 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1688049.250000 Penalty: 906.433960
	Iteration 19Q: 3 clusters Score -1688049 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1688232.000000 Penalty: 906.433960
	Iteration 20F: 3 clusters Score -1688232 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1688435.375000 Penalty: 906.433960
	Iteration 21Q: 3 clusters Score -1688435 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1688619.500000 Penalty: 906.433960
	Iteration 22Q: 3 clusters Score -1688620 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1688775.000000 Penalty: 906.433960
	Iteration 23Q: 3 clusters Score -1688775 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1688923.500000 Penalty: 906.433960
	Iteration 24Q: 3 clusters Score -1688924 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1689047.375000 Penalty: 906.433960
	Iteration 25Q: 3 clusters Score -1689047 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1689196.000000 Penalty: 906.433960
	Iteration 26Q: 3 clusters Score -1689196 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1689340.125000 Penalty: 906.433960
	Iteration 27Q: 3 clusters Score -1689340 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1689453.875000 Penalty: 906.433960
	Iteration 28Q: 3 clusters Score -1689454 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1689565.500000 Penalty: 906.433960
	Iteration 29Q: 3 clusters Score -1689566 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1689672.750000 Penalty: 906.433960
	Iteration 30Q: 3 clusters Score -1689673 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1689771.000000 Penalty: 906.433960
	Iteration 31Q: 3 clusters Score -1689771 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1689851.375000 Penalty: 906.433960
	Iteration 32Q: 3 clusters Score -1689851 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1689923.875000 Penalty: 906.433960
	Iteration 33Q: 3 clusters Score -1689924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1689968.125000 Penalty: 906.433960
	Iteration 34Q: 3 clusters Score -1689968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1689995.000000 Penalty: 906.433960
	Iteration 35Q: 3 clusters Score -1689995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1690011.875000 Penalty: 906.433960
	Iteration 36Q: 3 clusters Score -1690012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1690022.750000 Penalty: 906.433960
	Iteration 37Q: 3 clusters Score -1690023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1690027.875000 Penalty: 906.433960
	Iteration 38Q: 3 clusters Score -1690028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1690029.750000 Penalty: 906.433960
	Iteration 39Q: 3 clusters Score -1690030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1690066.375000 Penalty: 906.433960
	Iteration 40F: 3 clusters Score -1690066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1690081.250000 Penalty: 906.433960
	Iteration 41Q: 3 clusters Score -1690081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1690087.625000 Penalty: 906.433960
	Iteration 42Q: 3 clusters Score -1690088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1690089.500000 Penalty: 906.433960
	Iteration 43Q: 3 clusters Score -1690090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1690087.000000 Penalty: 906.433960
	Iteration 44Q: 3 clusters Score -1690087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1690089.875000 Penalty: 906.433960
	Iteration 45Q: 3 clusters Score -1690090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1690092.625000 Penalty: 906.433960
	Iteration 46Q: 3 clusters Score -1690093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1690090.625000 Penalty: 906.433960
	Iteration 47Q: 3 clusters Score -1690091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1690088.500000 Penalty: 906.433960
	Iteration 48Q: 3 clusters Score -1690088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1690093.625000 Penalty: 906.433960
	Iteration 49Q: 3 clusters Score -1690094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1690093.125000 Penalty: 906.433960
	Iteration 50Q: 3 clusters Score -1690093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1690096.250000 Penalty: 906.433960
	Iteration 51Q: 3 clusters Score -1690096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1690097.250000 Penalty: 906.433960
	Iteration 52Q: 3 clusters Score -1690097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1690101.375000 Penalty: 906.433960
	Iteration 53Q: 3 clusters Score -1690101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1690101.000000 Penalty: 906.433960
	Iteration 54Q: 3 clusters Score -1690101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1690099.125000 Penalty: 906.433960
	Iteration 55Q: 3 clusters Score -1690099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1690099.000000 Penalty: 906.433960
	Iteration 56Q: 3 clusters Score -1690099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1690100.625000 Penalty: 906.433960
	Iteration 57Q: 3 clusters Score -1690101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1690102.625000 Penalty: 906.433960
	Iteration 58Q: 3 clusters Score -1690103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1690106.000000 Penalty: 906.433960
	Iteration 59Q: 3 clusters Score -1690106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1690105.000000 Penalty: 906.433960
	Iteration 60F: 3 clusters Score -1690105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1690102.625000 Penalty: 906.433960
	Iteration 61Q: 3 clusters Score -1690103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1690103.250000 Penalty: 906.433960
	Iteration 62Q: 3 clusters Score -1690103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1690107.000000 Penalty: 906.433960
	Iteration 63Q: 3 clusters Score -1690107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1690104.875000 Penalty: 906.433960
	Iteration 64Q: 3 clusters Score -1690105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1690109.125000 Penalty: 906.433960
	Iteration 65Q: 3 clusters Score -1690109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1690110.875000 Penalty: 906.433960
	Iteration 66Q: 3 clusters Score -1690111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1690112.375000 Penalty: 906.433960
	Iteration 67Q: 3 clusters Score -1690112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1690113.750000 Penalty: 906.433960
	Iteration 68Q: 3 clusters Score -1690114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1690113.875000 Penalty: 906.433960
	Iteration 69Q: 3 clusters Score -1690114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1690114.750000 Penalty: 906.433960
	Iteration 70Q: 3 clusters Score -1690115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1690113.125000 Penalty: 906.433960
	Iteration 71Q: 3 clusters Score -1690113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1690113.375000 Penalty: 906.433960
	Iteration 72Q: 3 clusters Score -1690113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1690111.125000 Penalty: 906.433960
	Iteration 73Q: 3 clusters Score -1690111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1690112.125000 Penalty: 906.433960
	Iteration 74Q: 3 clusters Score -1690112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1690113.375000 Penalty: 906.433960
	Iteration 75Q: 3 clusters Score -1690113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1690115.000000 Penalty: 906.433960
	Iteration 76Q: 3 clusters Score -1690115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1690116.250000 Penalty: 906.433960
	Iteration 77Q: 3 clusters Score -1690116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1690116.000000 Penalty: 906.433960
	Iteration 78Q: 3 clusters Score -1690116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1690113.625000 Penalty: 906.433960
	Iteration 79Q: 3 clusters Score -1690114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1690115.625000 Penalty: 906.433960
	Iteration 80F: 3 clusters Score -1690116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1690116.250000 Penalty: 906.433960
	Iteration 81Q: 3 clusters Score -1690116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1690115.500000 Penalty: 906.433960
	Iteration 82Q: 3 clusters Score -1690116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1690117.625000 Penalty: 906.433960
	Iteration 83Q: 3 clusters Score -1690118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1690116.625000 Penalty: 906.433960
	Iteration 84Q: 3 clusters Score -1690117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1690116.500000 Penalty: 906.433960
	Iteration 85Q: 3 clusters Score -1690116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1690115.000000 Penalty: 906.433960
	Iteration 86Q: 3 clusters Score -1690115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1690114.750000 Penalty: 906.433960
	Iteration 87Q: 3 clusters Score -1690115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1690114.000000 Penalty: 906.433960
	Iteration 88Q: 3 clusters Score -1690114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1690114.750000 Penalty: 906.433960
	Iteration 89Q: 3 clusters Score -1690115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1690114.750000 Penalty: 906.433960
	Iteration 90F: 3 clusters Score -1690115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 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 69 members 
Entering Unmasked Estep 
Score: -8386.069336 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8386.069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8420.698242 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8420.698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8438.605469 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8438.605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8449.689453 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8449.689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8449.689453 Penalty: 440.821045
	Iteration 4F: 3 clusters Score -8449.689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -148523.671875 Penalty: 347.185974
	Iteration 0F: 2 clusters Score -148523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -147120.796875 Penalty: 694.371948
	Iteration 0F: 3 clusters Score -147120.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -147645.750000 Penalty: 694.371948
	Iteration 1F: 3 clusters Score -147645.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147741.406250 Penalty: 694.371948
	Iteration 2F: 3 clusters Score -147741.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -147824.375000 Penalty: 694.371948
	Iteration 3F: 3 clusters Score -147824.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147898.593750 Penalty: 694.371948
	Iteration 4F: 3 clusters Score -147898.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147961.734375 Penalty: 694.371948
	Iteration 5F: 3 clusters Score -147961.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148005.546875 Penalty: 694.371948
	Iteration 6Q: 3 clusters Score -148005.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -148036.437500 Penalty: 694.371948
	Iteration 7Q: 3 clusters Score -148036.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -148064.296875 Penalty: 694.371948
	Iteration 8Q: 3 clusters Score -148064.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -148098.625000 Penalty: 694.371948
	Iteration 9Q: 3 clusters Score -148098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -148126.437500 Penalty: 694.371948
	Iteration 10Q: 3 clusters Score -148126.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -148142.140625 Penalty: 694.371948
	Iteration 11Q: 3 clusters Score -148142.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -148156.546875 Penalty: 694.371948
	Iteration 12Q: 3 clusters Score -148156.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -148173.359375 Penalty: 694.371948
	Iteration 13Q: 3 clusters Score -148173.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -148186.046875 Penalty: 694.371948
	Iteration 14Q: 3 clusters Score -148186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -148197.125000 Penalty: 694.371948
	Iteration 15Q: 3 clusters Score -148197.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -148211.687500 Penalty: 694.371948
	Iteration 16Q: 3 clusters Score -148211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -148223.234375 Penalty: 694.371948
	Iteration 17Q: 3 clusters Score -148223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -148231.656250 Penalty: 694.371948
	Iteration 18Q: 3 clusters Score -148231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -148236.359375 Penalty: 694.371948
	Iteration 19Q: 3 clusters Score -148236.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -148239.953125 Penalty: 694.371948
	Iteration 20F: 3 clusters Score -148240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -148240.312500 Penalty: 694.371948
	Iteration 21Q: 3 clusters Score -148240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -148240.812500 Penalty: 694.371948
	Iteration 22Q: 3 clusters Score -148240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -148240.984375 Penalty: 694.371948
	Iteration 23Q: 3 clusters Score -148241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -148241.859375 Penalty: 694.371948
	Iteration 24Q: 3 clusters Score -148241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -148242.656250 Penalty: 694.371948
	Iteration 25Q: 3 clusters Score -148242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -148242.656250 Penalty: 694.371948
	Iteration 26F: 3 clusters Score -148242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Entering Unmasked Estep 
Score: -1655249.750000 Penalty: 452.631042
	Iteration 0F: 2 clusters Score -1655250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1641244.875000 Penalty: 905.262085
	Iteration 0F: 3 clusters Score -1641245 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1647150.250000 Penalty: 905.262085
	Iteration 1F: 3 clusters Score -1647150 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1647488.250000 Penalty: 905.262085
	Iteration 2Q: 3 clusters Score -1647488 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1648034.250000 Penalty: 905.262085
	Iteration 3F: 3 clusters Score -1648034 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1648951.500000 Penalty: 905.262085
	Iteration 4F: 3 clusters Score -1648952 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1650229.375000 Penalty: 905.262085
	Iteration 5F: 3 clusters Score -1650229 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1651652.375000 Penalty: 905.262085
	Iteration 6F: 3 clusters Score -1651652 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1652855.000000 Penalty: 905.262085
	Iteration 7F: 3 clusters Score -1652855 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1653644.125000 Penalty: 905.262085
	Iteration 8Q: 3 clusters Score -1653644 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1654150.875000 Penalty: 905.262085
	Iteration 9Q: 3 clusters Score -1654151 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1654481.750000 Penalty: 905.262085
	Iteration 10Q: 3 clusters Score -1654482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1654657.750000 Penalty: 905.262085
	Iteration 11Q: 3 clusters Score -1654658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1654757.125000 Penalty: 905.262085
	Iteration 12Q: 3 clusters Score -1654757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1654799.875000 Penalty: 905.262085
	Iteration 13Q: 3 clusters Score -1654800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1654818.375000 Penalty: 905.262085
	Iteration 14Q: 3 clusters Score -1654818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1654837.125000 Penalty: 905.262085
	Iteration 15Q: 3 clusters Score -1654837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1654841.375000 Penalty: 905.262085
	Iteration 16Q: 3 clusters Score -1654841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1654844.375000 Penalty: 905.262085
	Iteration 17Q: 3 clusters Score -1654844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1654851.875000 Penalty: 905.262085
	Iteration 18Q: 3 clusters Score -1654852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1654862.875000 Penalty: 905.262085
	Iteration 19Q: 3 clusters Score -1654863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1654870.750000 Penalty: 905.262085
	Iteration 20F: 3 clusters Score -1654871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1654874.250000 Penalty: 905.262085
	Iteration 21Q: 3 clusters Score -1654874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1654877.125000 Penalty: 905.262085
	Iteration 22Q: 3 clusters Score -1654877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1654877.125000 Penalty: 905.262085
	Iteration 23F: 3 clusters Score -1654877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12834.898438 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -12834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12592.515625 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -12592.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12661.218750 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -12661.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12686.645508 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -12686.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12702.576172 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -12702.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12708.669922 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -12708.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12711.492188 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -12711.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12713.175781 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -12713.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12713.175781 Penalty: 483.052338
	Iteration 7F: 3 clusters Score -12713.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8492.837891 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8492.838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8527.136719 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8527.137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8535.668945 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8535.669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8547.756836 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8547.757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8549.915039 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -8549.915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8551.594727 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -8551.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8551.594727 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -8551.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 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 240 members 
Entering Unmasked Estep 
Score: -12753.291992 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12753.29 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12949.544922 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12949.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13044.544922 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13044.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13074.991211 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -13074.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13089.503906 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13089.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13104.179688 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13104.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13117.180664 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13117.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -13128.442383 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13128.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13135.573242 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13135.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13140.883789 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13140.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13150.323242 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13150.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13160.295898 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -13163.150391 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13163.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13165.311523 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13165.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13168.797852 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -13168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13173.145508 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -13173.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -13174.943359 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -13174.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13175.486328 Penalty: 562.569763
	Iteration 17Q: 3 clusters Score -13175.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13175.822266 Penalty: 562.569763
	Iteration 18Q: 3 clusters Score -13175.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13175.822266 Penalty: 562.569763
	Iteration 19F: 3 clusters Score -13175.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -22117.681641 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -22117.68 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 169 members 
Entering Unmasked Estep 
Score: -21740.453125 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21740.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21825.628906 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21825.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21846.839844 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21846.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21856.537109 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21856.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21865.707031 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21865.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21872.910156 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21872.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21876.033203 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21876.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21877.900391 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21878.953125 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21878.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21878.953125 Penalty: 529.085876
	Iteration 9F: 3 clusters Score -21878.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Entering Unmasked Estep 
Score: -1574724.375000 Penalty: 448.952271
	Iteration 0F: 2 clusters Score -1574724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1562178.500000 Penalty: 897.904541
	Iteration 0F: 3 clusters Score -1562178 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1568123.250000 Penalty: 897.904541
	Iteration 1F: 3 clusters Score -1568123 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1569282.375000 Penalty: 897.904541
	Iteration 2F: 3 clusters Score -1569282 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1571177.500000 Penalty: 897.904541
	Iteration 3F: 3 clusters Score -1571178 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1572801.875000 Penalty: 897.904541
	Iteration 4F: 3 clusters Score -1572802 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1573433.875000 Penalty: 897.904541
	Iteration 5Q: 3 clusters Score -1573434 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1573701.750000 Penalty: 897.904541
	Iteration 6Q: 3 clusters Score -1573702 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1573871.250000 Penalty: 897.904541
	Iteration 7Q: 3 clusters Score -1573871 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1573959.000000 Penalty: 897.904541
	Iteration 8Q: 3 clusters Score -1573959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1574046.125000 Penalty: 897.904541
	Iteration 9Q: 3 clusters Score -1574046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1574088.875000 Penalty: 897.904541
	Iteration 10Q: 3 clusters Score -1574089 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1574107.625000 Penalty: 897.904541
	Iteration 11Q: 3 clusters Score -1574108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1574112.375000 Penalty: 897.904541
	Iteration 12Q: 3 clusters Score -1574112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1574135.500000 Penalty: 897.904541
	Iteration 13Q: 3 clusters Score -1574136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1574138.250000 Penalty: 897.904541
	Iteration 14Q: 3 clusters Score -1574138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1574144.250000 Penalty: 897.904541
	Iteration 15Q: 3 clusters Score -1574144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1574153.625000 Penalty: 897.904541
	Iteration 16Q: 3 clusters Score -1574154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1574162.125000 Penalty: 897.904541
	Iteration 17Q: 3 clusters Score -1574162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1574160.250000 Penalty: 897.904541
	Iteration 18Q: 3 clusters Score -1574160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1574165.625000 Penalty: 897.904541
	Iteration 19Q: 3 clusters Score -1574166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1574169.250000 Penalty: 897.904541
	Iteration 20F: 3 clusters Score -1574169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1574178.000000 Penalty: 897.904541
	Iteration 21Q: 3 clusters Score -1574178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1574181.250000 Penalty: 897.904541
	Iteration 22Q: 3 clusters Score -1574181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1574186.000000 Penalty: 897.904541
	Iteration 23Q: 3 clusters Score -1574186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1574182.750000 Penalty: 897.904541
	Iteration 24Q: 3 clusters Score -1574183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1574185.500000 Penalty: 897.904541
	Iteration 25Q: 3 clusters Score -1574186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1574193.750000 Penalty: 897.904541
	Iteration 26Q: 3 clusters Score -1574194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1574192.125000 Penalty: 897.904541
	Iteration 27Q: 3 clusters Score -1574192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1574192.250000 Penalty: 897.904541
	Iteration 28Q: 3 clusters Score -1574192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1574194.250000 Penalty: 897.904541
	Iteration 29Q: 3 clusters Score -1574194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1574192.250000 Penalty: 897.904541
	Iteration 30Q: 3 clusters Score -1574192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1574190.500000 Penalty: 897.904541
	Iteration 31Q: 3 clusters Score -1574190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1574188.625000 Penalty: 897.904541
	Iteration 32Q: 3 clusters Score -1574189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1574188.625000 Penalty: 897.904541
	Iteration 33F: 3 clusters Score -1574189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -38062.789062 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -38062.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37561.472656 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -37561.47 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37671.312500 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -37671.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37709.488281 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -37709.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37728.320312 Penalty: 567.152771
	Iteration 3Q: 3 clusters Score -37728.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37734.117188 Penalty: 567.152771
	Iteration 4Q: 3 clusters Score -37734.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37743.277344 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -37743.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -37748.750000 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -37748.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -37754.343750 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -37754.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37766.558594 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -37766.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37773.398438 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -37773.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37778.140625 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -37778.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37783.027344 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -37783.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37796.484375 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -37796.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37812.652344 Penalty: 567.152771
	Iteration 13Q: 3 clusters Score -37812.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37828.375000 Penalty: 567.152771
	Iteration 14Q: 3 clusters Score -37828.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37842.328125 Penalty: 567.152771
	Iteration 15Q: 3 clusters Score -37842.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37856.964844 Penalty: 567.152771
	Iteration 16Q: 3 clusters Score -37856.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37866.476562 Penalty: 567.152771
	Iteration 17Q: 3 clusters Score -37866.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37885.492188 Penalty: 567.152771
	Iteration 18Q: 3 clusters Score -37885.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37892.375000 Penalty: 567.152771
	Iteration 19Q: 3 clusters Score -37892.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37893.835938 Penalty: 567.152771
	Iteration 20F: 3 clusters Score -37893.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37895.238281 Penalty: 567.152771
	Iteration 21Q: 3 clusters Score -37895.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37896.042969 Penalty: 567.152771
	Iteration 22Q: 3 clusters Score -37896.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37899.957031 Penalty: 567.152771
	Iteration 23Q: 3 clusters Score -37899.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -37902.328125 Penalty: 567.152771
	Iteration 24Q: 3 clusters Score -37902.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37906.953125 Penalty: 567.152771
	Iteration 25Q: 3 clusters Score -37906.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37909.460938 Penalty: 567.152771
	Iteration 26Q: 3 clusters Score -37909.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -37909.460938 Penalty: 567.152771
	Iteration 27F: 3 clusters Score -37909.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Entering Unmasked Estep 
Score: -1422282.875000 Penalty: 444.183289
	Iteration 0F: 2 clusters Score -1422283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1410718.500000 Penalty: 888.366577
	Iteration 0F: 3 clusters Score -1410718 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1415707.000000 Penalty: 888.366577
	Iteration 1F: 3 clusters Score -1415707 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1416278.125000 Penalty: 888.366577
	Iteration 2F: 3 clusters Score -1416278 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1417180.625000 Penalty: 888.366577
	Iteration 3F: 3 clusters Score -1417181 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1418594.125000 Penalty: 888.366577
	Iteration 4F: 3 clusters Score -1418594 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1420105.250000 Penalty: 888.366577
	Iteration 5F: 3 clusters Score -1420105 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1421003.375000 Penalty: 888.366577
	Iteration 6F: 3 clusters Score -1421003 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1421427.875000 Penalty: 888.366577
	Iteration 7Q: 3 clusters Score -1421428 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1421648.750000 Penalty: 888.366577
	Iteration 8Q: 3 clusters Score -1421649 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1421763.250000 Penalty: 888.366577
	Iteration 9Q: 3 clusters Score -1421763 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1421814.250000 Penalty: 888.366577
	Iteration 10Q: 3 clusters Score -1421814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1421848.500000 Penalty: 888.366577
	Iteration 11Q: 3 clusters Score -1421848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1421855.000000 Penalty: 888.366577
	Iteration 12Q: 3 clusters Score -1421855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1421867.500000 Penalty: 888.366577
	Iteration 13Q: 3 clusters Score -1421868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1421863.250000 Penalty: 888.366577
	Iteration 14Q: 3 clusters Score -1421863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1421867.375000 Penalty: 888.366577
	Iteration 15Q: 3 clusters Score -1421867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1421866.250000 Penalty: 888.366577
	Iteration 16Q: 3 clusters Score -1421866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1421868.750000 Penalty: 888.366577
	Iteration 17Q: 3 clusters Score -1421869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1421868.375000 Penalty: 888.366577
	Iteration 18Q: 3 clusters Score -1421868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1421868.500000 Penalty: 888.366577
	Iteration 19Q: 3 clusters Score -1421868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1421869.750000 Penalty: 888.366577
	Iteration 20F: 3 clusters Score -1421870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1421870.500000 Penalty: 888.366577
	Iteration 21Q: 3 clusters Score -1421870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1421867.875000 Penalty: 888.366577
	Iteration 22Q: 3 clusters Score -1421868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1421868.875000 Penalty: 888.366577
	Iteration 23Q: 3 clusters Score -1421869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1421868.875000 Penalty: 888.366577
	Iteration 24F: 3 clusters Score -1421869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Entering Unmasked Estep 
Score: -1775933.125000 Penalty: 458.212799
	Iteration 0F: 2 clusters Score -1775933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1760091.500000 Penalty: 916.425598
	Iteration 0F: 3 clusters Score -1760092 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1766546.625000 Penalty: 916.425598
	Iteration 1F: 3 clusters Score -1766547 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1766911.250000 Penalty: 916.425598
	Iteration 2Q: 3 clusters Score -1766911 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1767363.500000 Penalty: 916.425598
	Iteration 3Q: 3 clusters Score -1767364 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1767898.000000 Penalty: 916.425598
	Iteration 4Q: 3 clusters Score -1767898 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1768526.625000 Penalty: 916.425598
	Iteration 5F: 3 clusters Score -1768527 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1769185.500000 Penalty: 916.425598
	Iteration 6F: 3 clusters Score -1769186 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1769942.875000 Penalty: 916.425598
	Iteration 7F: 3 clusters Score -1769943 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1770828.500000 Penalty: 916.425598
	Iteration 8F: 3 clusters Score -1770828 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1771811.375000 Penalty: 916.425598
	Iteration 9Q: 3 clusters Score -1771811 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1772799.500000 Penalty: 916.425598
	Iteration 10Q: 3 clusters Score -1772800 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1773650.250000 Penalty: 916.425598
	Iteration 11Q: 3 clusters Score -1773650 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1774254.625000 Penalty: 916.425598
	Iteration 12Q: 3 clusters Score -1774255 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1774553.500000 Penalty: 916.425598
	Iteration 13Q: 3 clusters Score -1774554 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1774729.375000 Penalty: 916.425598
	Iteration 14Q: 3 clusters Score -1774729 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1774832.750000 Penalty: 916.425598
	Iteration 15Q: 3 clusters Score -1774833 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1774950.875000 Penalty: 916.425598
	Iteration 16Q: 3 clusters Score -1774951 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1775054.125000 Penalty: 916.425598
	Iteration 17Q: 3 clusters Score -1775054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1775130.125000 Penalty: 916.425598
	Iteration 18Q: 3 clusters Score -1775130 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1775207.625000 Penalty: 916.425598
	Iteration 19Q: 3 clusters Score -1775208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -1775272.500000 Penalty: 916.425598
	Iteration 20F: 3 clusters Score -1775272 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1775333.625000 Penalty: 916.425598
	Iteration 21Q: 3 clusters Score -1775334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1775392.250000 Penalty: 916.425598
	Iteration 22Q: 3 clusters Score -1775392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1775447.875000 Penalty: 916.425598
	Iteration 23Q: 3 clusters Score -1775448 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -1775505.875000 Penalty: 916.425598
	Iteration 24Q: 3 clusters Score -1775506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -1775556.875000 Penalty: 916.425598
	Iteration 25Q: 3 clusters Score -1775557 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1775597.375000 Penalty: 916.425598
	Iteration 26Q: 3 clusters Score -1775597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -1775656.500000 Penalty: 916.425598
	Iteration 27Q: 3 clusters Score -1775656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -1775694.250000 Penalty: 916.425598
	Iteration 28Q: 3 clusters Score -1775694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1775726.250000 Penalty: 916.425598
	Iteration 29Q: 3 clusters Score -1775726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -1775750.000000 Penalty: 916.425598
	Iteration 30Q: 3 clusters Score -1775750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -1775774.250000 Penalty: 916.425598
	Iteration 31Q: 3 clusters Score -1775774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -1775790.250000 Penalty: 916.425598
	Iteration 32Q: 3 clusters Score -1775790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -1775804.625000 Penalty: 916.425598
	Iteration 33Q: 3 clusters Score -1775805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -1775812.000000 Penalty: 916.425598
	Iteration 34Q: 3 clusters Score -1775812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1775819.000000 Penalty: 916.425598
	Iteration 35Q: 3 clusters Score -1775819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -1775824.750000 Penalty: 916.425598
	Iteration 36Q: 3 clusters Score -1775825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -1775838.250000 Penalty: 916.425598
	Iteration 37Q: 3 clusters Score -1775838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1775845.750000 Penalty: 916.425598
	Iteration 38Q: 3 clusters Score -1775846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -1775853.750000 Penalty: 916.425598
	Iteration 39Q: 3 clusters Score -1775854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1775854.000000 Penalty: 916.425598
	Iteration 40F: 3 clusters Score -1775854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1775860.500000 Penalty: 916.425598
	Iteration 41Q: 3 clusters Score -1775860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1775862.375000 Penalty: 916.425598
	Iteration 42Q: 3 clusters Score -1775862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1775862.125000 Penalty: 916.425598
	Iteration 43Q: 3 clusters Score -1775862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -1775860.875000 Penalty: 916.425598
	Iteration 44Q: 3 clusters Score -1775861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -1775861.750000 Penalty: 916.425598
	Iteration 45Q: 3 clusters Score -1775862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1775861.000000 Penalty: 916.425598
	Iteration 46Q: 3 clusters Score -1775861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -1775861.625000 Penalty: 916.425598
	Iteration 47Q: 3 clusters Score -1775862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -1775864.625000 Penalty: 916.425598
	Iteration 48Q: 3 clusters Score -1775865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1775864.250000 Penalty: 916.425598
	Iteration 49Q: 3 clusters Score -1775864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -1775867.125000 Penalty: 916.425598
	Iteration 50Q: 3 clusters Score -1775867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1775869.625000 Penalty: 916.425598
	Iteration 51Q: 3 clusters Score -1775870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -1775870.625000 Penalty: 916.425598
	Iteration 52Q: 3 clusters Score -1775871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -1775871.750000 Penalty: 916.425598
	Iteration 53Q: 3 clusters Score -1775872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -1775872.000000 Penalty: 916.425598
	Iteration 54Q: 3 clusters Score -1775872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -1775873.875000 Penalty: 916.425598
	Iteration 55Q: 3 clusters Score -1775874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -1775877.750000 Penalty: 916.425598
	Iteration 56Q: 3 clusters Score -1775878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -1775877.125000 Penalty: 916.425598
	Iteration 57Q: 3 clusters Score -1775877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1775881.875000 Penalty: 916.425598
	Iteration 58Q: 3 clusters Score -1775882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -1775885.500000 Penalty: 916.425598
	Iteration 59Q: 3 clusters Score -1775886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -1775889.250000 Penalty: 916.425598
	Iteration 60F: 3 clusters Score -1775889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1775887.000000 Penalty: 916.425598
	Iteration 61Q: 3 clusters Score -1775887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -1775887.250000 Penalty: 916.425598
	Iteration 62Q: 3 clusters Score -1775887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1775889.375000 Penalty: 916.425598
	Iteration 63Q: 3 clusters Score -1775889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1775890.875000 Penalty: 916.425598
	Iteration 64Q: 3 clusters Score -1775891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -1775890.375000 Penalty: 916.425598
	Iteration 65Q: 3 clusters Score -1775890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -1775890.625000 Penalty: 916.425598
	Iteration 66Q: 3 clusters Score -1775891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -1775893.250000 Penalty: 916.425598
	Iteration 67Q: 3 clusters Score -1775893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -1775892.875000 Penalty: 916.425598
	Iteration 68Q: 3 clusters Score -1775893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1775894.125000 Penalty: 916.425598
	Iteration 69Q: 3 clusters Score -1775894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -1775893.625000 Penalty: 916.425598
	Iteration 70Q: 3 clusters Score -1775894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -1775893.875000 Penalty: 916.425598
	Iteration 71Q: 3 clusters Score -1775894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1775893.625000 Penalty: 916.425598
	Iteration 72Q: 3 clusters Score -1775894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1775893.625000 Penalty: 916.425598
	Iteration 73F: 3 clusters Score -1775894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Entering Unmasked Estep 
Score: -1479376.500000 Penalty: 446.375031
	Iteration 0F: 2 clusters Score -1479376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1467225.125000 Penalty: 892.750061
	Iteration 0F: 3 clusters Score -1467225 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1472573.500000 Penalty: 892.750061
	Iteration 1F: 3 clusters Score -1472574 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1473013.375000 Penalty: 892.750061
	Iteration 2F: 3 clusters Score -1473013 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1473577.500000 Penalty: 892.750061
	Iteration 3F: 3 clusters Score -1473578 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1474452.625000 Penalty: 892.750061
	Iteration 4F: 3 clusters Score -1474453 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1475823.125000 Penalty: 892.750061
	Iteration 5F: 3 clusters Score -1475823 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1477433.125000 Penalty: 892.750061
	Iteration 6F: 3 clusters Score -1477433 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1478376.000000 Penalty: 892.750061
	Iteration 7Q: 3 clusters Score -1478376 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1478677.500000 Penalty: 892.750061
	Iteration 8Q: 3 clusters Score -1478678 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1478827.125000 Penalty: 892.750061
	Iteration 9Q: 3 clusters Score -1478827 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1478889.000000 Penalty: 892.750061
	Iteration 10Q: 3 clusters Score -1478889 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1478923.000000 Penalty: 892.750061
	Iteration 11Q: 3 clusters Score -1478923 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1478940.750000 Penalty: 892.750061
	Iteration 12Q: 3 clusters Score -1478941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1478950.750000 Penalty: 892.750061
	Iteration 13Q: 3 clusters Score -1478951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1478953.500000 Penalty: 892.750061
	Iteration 14Q: 3 clusters Score -1478954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1478955.125000 Penalty: 892.750061
	Iteration 15Q: 3 clusters Score -1478955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1478956.500000 Penalty: 892.750061
	Iteration 16Q: 3 clusters Score -1478956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1478955.125000 Penalty: 892.750061
	Iteration 17Q: 3 clusters Score -1478955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1478957.625000 Penalty: 892.750061
	Iteration 18Q: 3 clusters Score -1478958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1478958.500000 Penalty: 892.750061
	Iteration 19Q: 3 clusters Score -1478958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1478959.375000 Penalty: 892.750061
	Iteration 20F: 3 clusters Score -1478959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1478964.500000 Penalty: 892.750061
	Iteration 21Q: 3 clusters Score -1478964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1478961.875000 Penalty: 892.750061
	Iteration 22Q: 3 clusters Score -1478962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1478960.500000 Penalty: 892.750061
	Iteration 23Q: 3 clusters Score -1478960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1478960.375000 Penalty: 892.750061
	Iteration 24Q: 3 clusters Score -1478960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1478958.875000 Penalty: 892.750061
	Iteration 25Q: 3 clusters Score -1478959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1478960.000000 Penalty: 892.750061
	Iteration 26Q: 3 clusters Score -1478960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1478959.375000 Penalty: 892.750061
	Iteration 27Q: 3 clusters Score -1478959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1478959.625000 Penalty: 892.750061
	Iteration 28Q: 3 clusters Score -1478960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1478959.875000 Penalty: 892.750061
	Iteration 29Q: 3 clusters Score -1478960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1478960.500000 Penalty: 892.750061
	Iteration 30Q: 3 clusters Score -1478960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1478960.500000 Penalty: 892.750061
	Iteration 31F: 3 clusters Score -1478960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 144 members 
Entering Unmasked Estep 
Score: -13493.059570 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13493.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13579.866211 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13579.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13615.033203 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13615.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13634.673828 Penalty: 515.012878
	Iteration 3Q: 3 clusters Score -13634.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13667.911133 Penalty: 515.012878
	Iteration 4F: 3 clusters Score -13667.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13686.953125 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13686.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13706.368164 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13706.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13718.821289 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13718.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13725.860352 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13725.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13731.216797 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13731.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13734.536133 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13734.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13738.824219 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -13738.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13739.919922 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -13739.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13739.919922 Penalty: 515.012878
	Iteration 13F: 3 clusters Score -13739.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -476060.750000 Penalty: 394.410767
	Iteration 0F: 2 clusters Score -476060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -472131.906250 Penalty: 788.821533
	Iteration 0F: 3 clusters Score -472131.9 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -473624.562500 Penalty: 788.821533
	Iteration 1F: 3 clusters Score -473624.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -473859.687500 Penalty: 788.821533
	Iteration 2F: 3 clusters Score -473859.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -474224.468750 Penalty: 788.821533
	Iteration 3F: 3 clusters Score -474224.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -474663.437500 Penalty: 788.821533
	Iteration 4F: 3 clusters Score -474663.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -475092.656250 Penalty: 788.821533
	Iteration 5F: 3 clusters Score -475092.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -475416.468750 Penalty: 788.821533
	Iteration 6F: 3 clusters Score -475416.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -475562.343750 Penalty: 788.821533
	Iteration 7Q: 3 clusters Score -475562.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -475616.625000 Penalty: 788.821533
	Iteration 8Q: 3 clusters Score -475616.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -475660.718750 Penalty: 788.821533
	Iteration 9Q: 3 clusters Score -475660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -475685.281250 Penalty: 788.821533
	Iteration 10Q: 3 clusters Score -475685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -475698.750000 Penalty: 788.821533
	Iteration 11Q: 3 clusters Score -475698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -475703.062500 Penalty: 788.821533
	Iteration 12Q: 3 clusters Score -475703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -475704.937500 Penalty: 788.821533
	Iteration 13Q: 3 clusters Score -475704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -475711.812500 Penalty: 788.821533
	Iteration 14Q: 3 clusters Score -475711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -475714.218750 Penalty: 788.821533
	Iteration 15Q: 3 clusters Score -475714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -475715.718750 Penalty: 788.821533
	Iteration 16Q: 3 clusters Score -475715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -475717.468750 Penalty: 788.821533
	Iteration 17Q: 3 clusters Score -475717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -475718.968750 Penalty: 788.821533
	Iteration 18Q: 3 clusters Score -475719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -475718.968750 Penalty: 788.821533
	Iteration 19F: 3 clusters Score -475719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -214387.546875 Penalty: 362.448120
	Iteration 0F: 2 clusters Score -214387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -212365.671875 Penalty: 724.896240
	Iteration 0F: 3 clusters Score -212365.7 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -213056.328125 Penalty: 724.896240
	Iteration 1F: 3 clusters Score -213056.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -213181.296875 Penalty: 724.896240
	Iteration 2F: 3 clusters Score -213181.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213296.406250 Penalty: 724.896240
	Iteration 3F: 3 clusters Score -213296.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -213402.593750 Penalty: 724.896240
	Iteration 4F: 3 clusters Score -213402.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -213492.687500 Penalty: 724.896240
	Iteration 5Q: 3 clusters Score -213492.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -213584.718750 Penalty: 724.896240
	Iteration 6Q: 3 clusters Score -213584.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -213687.125000 Penalty: 724.896240
	Iteration 7Q: 3 clusters Score -213687.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -213782.296875 Penalty: 724.896240
	Iteration 8Q: 3 clusters Score -213782.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -213866.125000 Penalty: 724.896240
	Iteration 9Q: 3 clusters Score -213866.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -213920.015625 Penalty: 724.896240
	Iteration 10Q: 3 clusters Score -213920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -213958.203125 Penalty: 724.896240
	Iteration 11Q: 3 clusters Score -213958.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -213990.343750 Penalty: 724.896240
	Iteration 12Q: 3 clusters Score -213990.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -214010.125000 Penalty: 724.896240
	Iteration 13Q: 3 clusters Score -214010.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -214022.468750 Penalty: 724.896240
	Iteration 14Q: 3 clusters Score -214022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -214034.843750 Penalty: 724.896240
	Iteration 15Q: 3 clusters Score -214034.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -214054.281250 Penalty: 724.896240
	Iteration 16Q: 3 clusters Score -214054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -214065.593750 Penalty: 724.896240
	Iteration 17Q: 3 clusters Score -214065.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -214073.140625 Penalty: 724.896240
	Iteration 18Q: 3 clusters Score -214073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -214080.843750 Penalty: 724.896240
	Iteration 19Q: 3 clusters Score -214080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -214082.750000 Penalty: 724.896240
	Iteration 20F: 3 clusters Score -214082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -214084.375000 Penalty: 724.896240
	Iteration 21Q: 3 clusters Score -214084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -214086.343750 Penalty: 724.896240
	Iteration 22Q: 3 clusters Score -214086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -214087.203125 Penalty: 724.896240
	Iteration 23Q: 3 clusters Score -214087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -214087.203125 Penalty: 724.896240
	Iteration 24F: 3 clusters Score -214087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Entering Unmasked Estep 
Score: -77395.531250 Penalty: 314.484497
	Iteration 0F: 2 clusters Score -77395.53 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 502 members 
Entering Unmasked Estep 
Score: -76555.843750 Penalty: 628.968994
	Iteration 0F: 3 clusters Score -76555.84 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -76794.968750 Penalty: 628.968994
	Iteration 1F: 3 clusters Score -76794.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76857.171875 Penalty: 628.968994
	Iteration 2F: 3 clusters Score -76857.17 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -76904.437500 Penalty: 628.968994
	Iteration 3F: 3 clusters Score -76904.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -76929.710938 Penalty: 628.968994
	Iteration 4F: 3 clusters Score -76929.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76943.351562 Penalty: 628.968994
	Iteration 5Q: 3 clusters Score -76943.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76957.718750 Penalty: 628.968994
	Iteration 6Q: 3 clusters Score -76957.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76967.382812 Penalty: 628.968994
	Iteration 7Q: 3 clusters Score -76967.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76978.640625 Penalty: 628.968994
	Iteration 8Q: 3 clusters Score -76978.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76989.234375 Penalty: 628.968994
	Iteration 9Q: 3 clusters Score -76989.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76998.703125 Penalty: 628.968994
	Iteration 10Q: 3 clusters Score -76998.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77001.937500 Penalty: 628.968994
	Iteration 11Q: 3 clusters Score -77001.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77005.218750 Penalty: 628.968994
	Iteration 12Q: 3 clusters Score -77005.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -77006.398438 Penalty: 628.968994
	Iteration 13Q: 3 clusters Score -77006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77007.882812 Penalty: 628.968994
	Iteration 14Q: 3 clusters Score -77007.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77011.031250 Penalty: 628.968994
	Iteration 15Q: 3 clusters Score -77011.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77012.656250 Penalty: 628.968994
	Iteration 16Q: 3 clusters Score -77012.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77013.687500 Penalty: 628.968994
	Iteration 17Q: 3 clusters Score -77013.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77014.750000 Penalty: 628.968994
	Iteration 18Q: 3 clusters Score -77014.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77015.593750 Penalty: 628.968994
	Iteration 19Q: 3 clusters Score -77015.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77015.828125 Penalty: 628.968994
	Iteration 20F: 3 clusters Score -77015.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -77016.468750 Penalty: 628.968994
	Iteration 21Q: 3 clusters Score -77016.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77017.046875 Penalty: 628.968994
	Iteration 22Q: 3 clusters Score -77017.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77017.046875 Penalty: 628.968994
	Iteration 23F: 3 clusters Score -77017.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9154.503906 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9154.504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9226.824219 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9226.824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9249.295898 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9249.296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9259.705078 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9259.705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9262.083984 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9262.084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9262.083984 Penalty: 502.816223
	Iteration 5F: 3 clusters Score -9262.084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10577.923828 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10577.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10318.246094 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10318.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10382.214844 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10382.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10415.267578 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10415.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10428.544922 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10428.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10442.205078 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10442.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10448.907227 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10448.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10448.907227 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10448.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Entering Unmasked Estep 
Score: -1212962.625000 Penalty: 437.153717
	Iteration 0F: 2 clusters Score -1212963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1203132.625000 Penalty: 874.307434
	Iteration 0F: 3 clusters Score -1203133 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1207315.750000 Penalty: 874.307434
	Iteration 1F: 3 clusters Score -1207316 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1207742.750000 Penalty: 874.307434
	Iteration 2F: 3 clusters Score -1207743 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1208461.375000 Penalty: 874.307434
	Iteration 3F: 3 clusters Score -1208461 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1209420.000000 Penalty: 874.307434
	Iteration 4F: 3 clusters Score -1209420 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1210309.750000 Penalty: 874.307434
	Iteration 5F: 3 clusters Score -1210310 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1210862.500000 Penalty: 874.307434
	Iteration 6F: 3 clusters Score -1210862 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1211196.750000 Penalty: 874.307434
	Iteration 7Q: 3 clusters Score -1211197 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1211488.000000 Penalty: 874.307434
	Iteration 8Q: 3 clusters Score -1211488 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1211769.375000 Penalty: 874.307434
	Iteration 9Q: 3 clusters Score -1211769 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1212004.000000 Penalty: 874.307434
	Iteration 10Q: 3 clusters Score -1212004 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1212194.250000 Penalty: 874.307434
	Iteration 11Q: 3 clusters Score -1212194 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1212335.375000 Penalty: 874.307434
	Iteration 12Q: 3 clusters Score -1212335 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1212429.625000 Penalty: 874.307434
	Iteration 13Q: 3 clusters Score -1212430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1212466.875000 Penalty: 874.307434
	Iteration 14Q: 3 clusters Score -1212467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1212481.625000 Penalty: 874.307434
	Iteration 15Q: 3 clusters Score -1212482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1212488.500000 Penalty: 874.307434
	Iteration 16Q: 3 clusters Score -1212488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1212494.500000 Penalty: 874.307434
	Iteration 17Q: 3 clusters Score -1212494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1212493.875000 Penalty: 874.307434
	Iteration 18Q: 3 clusters Score -1212494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1212497.000000 Penalty: 874.307434
	Iteration 19Q: 3 clusters Score -1212497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1212500.250000 Penalty: 874.307434
	Iteration 20F: 3 clusters Score -1212500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1212502.750000 Penalty: 874.307434
	Iteration 21Q: 3 clusters Score -1212503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1212497.625000 Penalty: 874.307434
	Iteration 22Q: 3 clusters Score -1212498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1212500.125000 Penalty: 874.307434
	Iteration 23Q: 3 clusters Score -1212500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1212497.125000 Penalty: 874.307434
	Iteration 24Q: 3 clusters Score -1212497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1212498.000000 Penalty: 874.307434
	Iteration 25Q: 3 clusters Score -1212498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1212500.000000 Penalty: 874.307434
	Iteration 26Q: 3 clusters Score -1212500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1212500.375000 Penalty: 874.307434
	Iteration 27Q: 3 clusters Score -1212500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1212497.750000 Penalty: 874.307434
	Iteration 28Q: 3 clusters Score -1212498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1212495.125000 Penalty: 874.307434
	Iteration 29Q: 3 clusters Score -1212495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1212495.125000 Penalty: 874.307434
	Iteration 30F: 3 clusters Score -1212495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -148002.078125 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -148002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -146673.921875 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -146673.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -147189.421875 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -147189.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -147353.593750 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -147353.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -147465.359375 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -147465.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147554.750000 Penalty: 684.044922
	Iteration 4F: 3 clusters Score -147554.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -147615.625000 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -147615.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -147638.812500 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -147638.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -147653.390625 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -147653.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -147662.437500 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -147662.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -147672.734375 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -147672.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -147687.265625 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -147687.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -147698.875000 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -147698.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -147713.750000 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -147713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -147727.671875 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -147727.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -147744.000000 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -147744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -147751.312500 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -147751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -147759.843750 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -147759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -147772.203125 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -147772.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -147784.609375 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -147784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -147792.671875 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -147792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -147796.062500 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -147796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -147798.296875 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -147798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -147799.140625 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -147799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -147799.859375 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -147799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -147802.312500 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -147802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -147803.296875 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -147803.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -147803.593750 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -147803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -147803.937500 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -147803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -147804.203125 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -147804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -147804.203125 Penalty: 684.044922
	Iteration 29F: 3 clusters Score -147804.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -384024.218750 Penalty: 385.217590
	Iteration 0F: 2 clusters Score -384024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -380780.718750 Penalty: 770.435181
	Iteration 0F: 3 clusters Score -380780.7 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -382358.468750 Penalty: 770.435181
	Iteration 1F: 3 clusters Score -382358.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -382811.968750 Penalty: 770.435181
	Iteration 2F: 3 clusters Score -382812 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -383248.531250 Penalty: 770.435181
	Iteration 3F: 3 clusters Score -383248.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -383554.968750 Penalty: 770.435181
	Iteration 4F: 3 clusters Score -383555 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -383705.562500 Penalty: 770.435181
	Iteration 5Q: 3 clusters Score -383705.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -383789.437500 Penalty: 770.435181
	Iteration 6Q: 3 clusters Score -383789.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -383857.843750 Penalty: 770.435181
	Iteration 7Q: 3 clusters Score -383857.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -383896.437500 Penalty: 770.435181
	Iteration 8Q: 3 clusters Score -383896.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -383920.875000 Penalty: 770.435181
	Iteration 9Q: 3 clusters Score -383920.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -383936.125000 Penalty: 770.435181
	Iteration 10Q: 3 clusters Score -383936.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -383944.843750 Penalty: 770.435181
	Iteration 11Q: 3 clusters Score -383944.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -383947.937500 Penalty: 770.435181
	Iteration 12Q: 3 clusters Score -383947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -383949.218750 Penalty: 770.435181
	Iteration 13Q: 3 clusters Score -383949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -383949.750000 Penalty: 770.435181
	Iteration 14Q: 3 clusters Score -383949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -383950.437500 Penalty: 770.435181
	Iteration 15Q: 3 clusters Score -383950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -383951.125000 Penalty: 770.435181
	Iteration 16Q: 3 clusters Score -383951.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -383951.281250 Penalty: 770.435181
	Iteration 17Q: 3 clusters Score -383951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -383951.406250 Penalty: 770.435181
	Iteration 18Q: 3 clusters Score -383951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -383951.406250 Penalty: 770.435181
	Iteration 19F: 3 clusters Score -383951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 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 140 members 
Entering Unmasked Estep 
Score: -17134.812500 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17134.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17266.242188 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17266.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17295.378906 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17295.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17309.449219 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17309.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17322.992188 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17322.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17332.376953 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17332.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17342.763672 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17342.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17350.218750 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17350.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -17359.013672 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -17359.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17365.476562 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -17365.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17372.982422 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -17372.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17375.777344 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -17375.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17376.802734 Penalty: 522.613281
	Iteration 12Q: 3 clusters Score -17376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17376.802734 Penalty: 522.613281
	Iteration 13F: 3 clusters Score -17376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7977.943848 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7977.944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8043.874023 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8043.874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8069.456543 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8069.457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8084.021973 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -8084.022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8086.616211 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8086.616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8088.762695 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8088.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8091.680176 Penalty: 446.380005
	Iteration 6Q: 3 clusters Score -8091.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8091.680176 Penalty: 446.380005
	Iteration 7F: 3 clusters Score -8091.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -41458.464844 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -41458.46 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 299 members 
Entering Unmasked Estep 
Score: -40905.832031 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -40905.83 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41081.476562 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -41081.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41162.433594 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -41162.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41239.652344 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -41239.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41289.761719 Penalty: 582.423462
	Iteration 4F: 3 clusters Score -41289.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41329.863281 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -41329.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41348.699219 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -41348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41357.042969 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -41357.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41365.972656 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -41365.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41373.097656 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -41373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41379.566406 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -41379.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41382.304688 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -41382.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41383.156250 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -41383.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41384.257812 Penalty: 582.423462
	Iteration 13Q: 3 clusters Score -41384.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41385.070312 Penalty: 582.423462
	Iteration 14Q: 3 clusters Score -41385.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41385.378906 Penalty: 582.423462
	Iteration 15Q: 3 clusters Score -41385.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41385.378906 Penalty: 582.423462
	Iteration 16F: 3 clusters Score -41385.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -508205.843750 Penalty: 399.357727
	Iteration 0F: 2 clusters Score -508205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -503886.843750 Penalty: 798.715454
	Iteration 0F: 3 clusters Score -503886.8 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -505494.750000 Penalty: 798.715454
	Iteration 1F: 3 clusters Score -505494.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -505721.812500 Penalty: 798.715454
	Iteration 2F: 3 clusters Score -505721.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -506076.625000 Penalty: 798.715454
	Iteration 3F: 3 clusters Score -506076.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -506553.062500 Penalty: 798.715454
	Iteration 4F: 3 clusters Score -506553.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -507043.500000 Penalty: 798.715454
	Iteration 5F: 3 clusters Score -507043.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -507418.281250 Penalty: 798.715454
	Iteration 6F: 3 clusters Score -507418.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -507663.437500 Penalty: 798.715454
	Iteration 7Q: 3 clusters Score -507663.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -507768.781250 Penalty: 798.715454
	Iteration 8Q: 3 clusters Score -507768.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -507833.375000 Penalty: 798.715454
	Iteration 9Q: 3 clusters Score -507833.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -507872.937500 Penalty: 798.715454
	Iteration 10Q: 3 clusters Score -507872.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -507885.437500 Penalty: 798.715454
	Iteration 11Q: 3 clusters Score -507885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -507891.187500 Penalty: 798.715454
	Iteration 12Q: 3 clusters Score -507891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -507892.875000 Penalty: 798.715454
	Iteration 13Q: 3 clusters Score -507892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -507894.937500 Penalty: 798.715454
	Iteration 14Q: 3 clusters Score -507894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -507895.437500 Penalty: 798.715454
	Iteration 15Q: 3 clusters Score -507895.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -507896.437500 Penalty: 798.715454
	Iteration 16Q: 3 clusters Score -507896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -507898.968750 Penalty: 798.715454
	Iteration 17Q: 3 clusters Score -507899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -507902.062500 Penalty: 798.715454
	Iteration 18Q: 3 clusters Score -507902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -507905.375000 Penalty: 798.715454
	Iteration 19Q: 3 clusters Score -507905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -507905.812500 Penalty: 798.715454
	Iteration 20F: 3 clusters Score -507905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -507906.281250 Penalty: 798.715454
	Iteration 21Q: 3 clusters Score -507906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -507906.281250 Penalty: 798.715454
	Iteration 22F: 3 clusters Score -507906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -96498.679688 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -96498.68 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 653 members 
Entering Unmasked Estep 
Score: -95511.242188 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -95511.24 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -95806.406250 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -95806.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -95860.718750 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -95860.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -95889.757812 Penalty: 652.200439
	Iteration 3Q: 3 clusters Score -95889.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95914.414062 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -95914.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95932.875000 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -95932.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -95949.671875 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -95949.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -95968.703125 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -95968.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95982.390625 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -95982.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -96001.312500 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -96001.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -96020.781250 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -96020.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -96034.132812 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -96034.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96048.257812 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -96048.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96063.218750 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -96063.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -96085.968750 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -96085.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -96103.187500 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -96103.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -96117.835938 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -96117.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96130.507812 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -96130.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -96143.812500 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -96143.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96155.023438 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -96155.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96176.242188 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -96176.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -96189.593750 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -96189.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96199.421875 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -96199.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96203.414062 Penalty: 652.200439
	Iteration 23Q: 3 clusters Score -96203.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -96208.054688 Penalty: 652.200439
	Iteration 24Q: 3 clusters Score -96208.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96216.351562 Penalty: 652.200439
	Iteration 25Q: 3 clusters Score -96216.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96221.054688 Penalty: 652.200439
	Iteration 26Q: 3 clusters Score -96221.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -96224.210938 Penalty: 652.200439
	Iteration 27Q: 3 clusters Score -96224.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -96226.078125 Penalty: 652.200439
	Iteration 28Q: 3 clusters Score -96226.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -96226.546875 Penalty: 652.200439
	Iteration 29Q: 3 clusters Score -96226.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96227.250000 Penalty: 652.200439
	Iteration 30Q: 3 clusters Score -96227.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96229.765625 Penalty: 652.200439
	Iteration 31Q: 3 clusters Score -96229.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96232.906250 Penalty: 652.200439
	Iteration 32Q: 3 clusters Score -96232.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -96234.562500 Penalty: 652.200439
	Iteration 33Q: 3 clusters Score -96234.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -96235.171875 Penalty: 652.200439
	Iteration 34Q: 3 clusters Score -96235.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -96235.929688 Penalty: 652.200439
	Iteration 35Q: 3 clusters Score -96235.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -96236.046875 Penalty: 652.200439
	Iteration 36Q: 3 clusters Score -96236.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -96236.320312 Penalty: 652.200439
	Iteration 37Q: 3 clusters Score -96236.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -96236.820312 Penalty: 652.200439
	Iteration 38Q: 3 clusters Score -96236.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96236.921875 Penalty: 652.200439
	Iteration 39Q: 3 clusters Score -96236.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -96237.187500 Penalty: 652.200439
	Iteration 40F: 3 clusters Score -96237.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -96237.367188 Penalty: 652.200439
	Iteration 41Q: 3 clusters Score -96237.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -96237.976562 Penalty: 652.200439
	Iteration 42Q: 3 clusters Score -96237.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -96238.085938 Penalty: 652.200439
	Iteration 43Q: 3 clusters Score -96238.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -96238.085938 Penalty: 652.200439
	Iteration 44F: 3 clusters Score -96238.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4114.631836 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4114.632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4249.525391 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4249.525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4292.737793 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4292.738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4312.976562 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -4312.977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4323.489746 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4323.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4333.936035 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4333.936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4338.457520 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4338.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4338.973633 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4338.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4338.973633 Penalty: 500.242279
	Iteration 8F: 3 clusters Score -4338.974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -38894.621094 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -38894.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -38371.468750 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -38371.47 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38543.171875 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -38543.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38588.890625 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -38588.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38615.535156 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -38615.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -38629.011719 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -38629.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38639.582031 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -38639.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38641.476562 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -38641.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -38644.683594 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -38644.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -38646.261719 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -38646.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38646.894531 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -38646.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38646.894531 Penalty: 580.591187
	Iteration 10F: 3 clusters Score -38646.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (18829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Entering Unmasked Estep 
Score: -1523808.750000 Penalty: 447.863495
	Iteration 0F: 2 clusters Score -1523809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1511335.375000 Penalty: 895.726990
	Iteration 0F: 3 clusters Score -1511335 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1517095.750000 Penalty: 895.726990
	Iteration 1F: 3 clusters Score -1517096 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1518097.625000 Penalty: 895.726990
	Iteration 2F: 3 clusters Score -1518098 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1519364.875000 Penalty: 895.726990
	Iteration 3F: 3 clusters Score -1519365 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1520755.250000 Penalty: 895.726990
	Iteration 4F: 3 clusters Score -1520755 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1521868.875000 Penalty: 895.726990
	Iteration 5F: 3 clusters Score -1521869 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1522443.250000 Penalty: 895.726990
	Iteration 6Q: 3 clusters Score -1522443 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1522805.750000 Penalty: 895.726990
	Iteration 7Q: 3 clusters Score -1522806 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1523074.625000 Penalty: 895.726990
	Iteration 8Q: 3 clusters Score -1523075 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1523264.125000 Penalty: 895.726990
	Iteration 9Q: 3 clusters Score -1523264 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1523388.250000 Penalty: 895.726990
	Iteration 10Q: 3 clusters Score -1523388 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1523460.750000 Penalty: 895.726990
	Iteration 11Q: 3 clusters Score -1523461 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1523508.625000 Penalty: 895.726990
	Iteration 12Q: 3 clusters Score -1523509 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1523548.750000 Penalty: 895.726990
	Iteration 13Q: 3 clusters Score -1523549 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1523591.375000 Penalty: 895.726990
	Iteration 14Q: 3 clusters Score -1523591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1523608.875000 Penalty: 895.726990
	Iteration 15Q: 3 clusters Score -1523609 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1523635.125000 Penalty: 895.726990
	Iteration 16Q: 3 clusters Score -1523635 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1523646.625000 Penalty: 895.726990
	Iteration 17Q: 3 clusters Score -1523647 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1523659.750000 Penalty: 895.726990
	Iteration 18Q: 3 clusters Score -1523660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1523668.000000 Penalty: 895.726990
	Iteration 19Q: 3 clusters Score -1523668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1523679.375000 Penalty: 895.726990
	Iteration 20F: 3 clusters Score -1523679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1523675.500000 Penalty: 895.726990
	Iteration 21Q: 3 clusters Score -1523676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1523677.500000 Penalty: 895.726990
	Iteration 22Q: 3 clusters Score -1523678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1523681.000000 Penalty: 895.726990
	Iteration 23Q: 3 clusters Score -1523681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1523687.250000 Penalty: 895.726990
	Iteration 24Q: 3 clusters Score -1523687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1523684.875000 Penalty: 895.726990
	Iteration 25Q: 3 clusters Score -1523685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1523687.000000 Penalty: 895.726990
	Iteration 26Q: 3 clusters Score -1523687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1523694.250000 Penalty: 895.726990
	Iteration 27Q: 3 clusters Score -1523694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1523690.500000 Penalty: 895.726990
	Iteration 28Q: 3 clusters Score -1523690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1523689.625000 Penalty: 895.726990
	Iteration 29Q: 3 clusters Score -1523690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1523690.250000 Penalty: 895.726990
	Iteration 30Q: 3 clusters Score -1523690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1523693.625000 Penalty: 895.726990
	Iteration 31Q: 3 clusters Score -1523694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1523696.250000 Penalty: 895.726990
	Iteration 32Q: 3 clusters Score -1523696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1523696.875000 Penalty: 895.726990
	Iteration 33Q: 3 clusters Score -1523697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1523696.250000 Penalty: 895.726990
	Iteration 34Q: 3 clusters Score -1523696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1523704.875000 Penalty: 895.726990
	Iteration 35Q: 3 clusters Score -1523705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1523704.875000 Penalty: 895.726990
	Iteration 36Q: 3 clusters Score -1523705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1523706.750000 Penalty: 895.726990
	Iteration 37Q: 3 clusters Score -1523707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1523712.125000 Penalty: 895.726990
	Iteration 38Q: 3 clusters Score -1523712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1523710.875000 Penalty: 895.726990
	Iteration 39Q: 3 clusters Score -1523711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1523714.500000 Penalty: 895.726990
	Iteration 40F: 3 clusters Score -1523714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1523717.625000 Penalty: 895.726990
	Iteration 41Q: 3 clusters Score -1523718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1523720.375000 Penalty: 895.726990
	Iteration 42Q: 3 clusters Score -1523720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1523725.000000 Penalty: 895.726990
	Iteration 43Q: 3 clusters Score -1523725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1523726.875000 Penalty: 895.726990
	Iteration 44Q: 3 clusters Score -1523727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1523733.000000 Penalty: 895.726990
	Iteration 45Q: 3 clusters Score -1523733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -1523725.875000 Penalty: 895.726990
	Iteration 46Q: 3 clusters Score -1523726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1523730.375000 Penalty: 895.726990
	Iteration 47Q: 3 clusters Score -1523730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1523737.500000 Penalty: 895.726990
	Iteration 48Q: 3 clusters Score -1523738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1523746.875000 Penalty: 895.726990
	Iteration 49Q: 3 clusters Score -1523747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1523756.000000 Penalty: 895.726990
	Iteration 50Q: 3 clusters Score -1523756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1523761.500000 Penalty: 895.726990
	Iteration 51Q: 3 clusters Score -1523762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1523766.750000 Penalty: 895.726990
	Iteration 52Q: 3 clusters Score -1523767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1523763.375000 Penalty: 895.726990
	Iteration 53Q: 3 clusters Score -1523763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1523768.750000 Penalty: 895.726990
	Iteration 54Q: 3 clusters Score -1523769 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1523779.500000 Penalty: 895.726990
	Iteration 55Q: 3 clusters Score -1523780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1523781.750000 Penalty: 895.726990
	Iteration 56Q: 3 clusters Score -1523782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1523784.250000 Penalty: 895.726990
	Iteration 57Q: 3 clusters Score -1523784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1523793.875000 Penalty: 895.726990
	Iteration 58Q: 3 clusters Score -1523794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1523800.750000 Penalty: 895.726990
	Iteration 59Q: 3 clusters Score -1523801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1523805.500000 Penalty: 895.726990
	Iteration 60F: 3 clusters Score -1523806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1523805.625000 Penalty: 895.726990
	Iteration 61Q: 3 clusters Score -1523806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1523805.750000 Penalty: 895.726990
	Iteration 62Q: 3 clusters Score -1523806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1523807.875000 Penalty: 895.726990
	Iteration 63Q: 3 clusters Score -1523808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1523813.875000 Penalty: 895.726990
	Iteration 64Q: 3 clusters Score -1523814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1523823.125000 Penalty: 895.726990
	Iteration 65Q: 3 clusters Score -1523823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1523828.250000 Penalty: 895.726990
	Iteration 66Q: 3 clusters Score -1523828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1523835.000000 Penalty: 895.726990
	Iteration 67Q: 3 clusters Score -1523835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1523839.500000 Penalty: 895.726990
	Iteration 68Q: 3 clusters Score -1523840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1523841.500000 Penalty: 895.726990
	Iteration 69Q: 3 clusters Score -1523842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1523855.750000 Penalty: 895.726990
	Iteration 70Q: 3 clusters Score -1523856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1523863.750000 Penalty: 895.726990
	Iteration 71Q: 3 clusters Score -1523864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -1523861.625000 Penalty: 895.726990
	Iteration 72Q: 3 clusters Score -1523862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1523868.375000 Penalty: 895.726990
	Iteration 73Q: 3 clusters Score -1523868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1523870.250000 Penalty: 895.726990
	Iteration 74Q: 3 clusters Score -1523870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1523868.250000 Penalty: 895.726990
	Iteration 75Q: 3 clusters Score -1523868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1523874.375000 Penalty: 895.726990
	Iteration 76Q: 3 clusters Score -1523874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1523877.000000 Penalty: 895.726990
	Iteration 77Q: 3 clusters Score -1523877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1523882.750000 Penalty: 895.726990
	Iteration 78Q: 3 clusters Score -1523883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 895.726990
	Iteration 79Q: 3 clusters Score -1523880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1523878.750000 Penalty: 895.726990
	Iteration 80F: 3 clusters Score -1523879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1523879.000000 Penalty: 895.726990
	Iteration 81Q: 3 clusters Score -1523879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1523878.000000 Penalty: 895.726990
	Iteration 82Q: 3 clusters Score -1523878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1523874.875000 Penalty: 895.726990
	Iteration 83Q: 3 clusters Score -1523875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1523874.875000 Penalty: 895.726990
	Iteration 84Q: 3 clusters Score -1523875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1523873.375000 Penalty: 895.726990
	Iteration 85Q: 3 clusters Score -1523873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -1523874.000000 Penalty: 895.726990
	Iteration 86Q: 3 clusters Score -1523874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1523871.125000 Penalty: 895.726990
	Iteration 87Q: 3 clusters Score -1523871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1523872.500000 Penalty: 895.726990
	Iteration 88Q: 3 clusters Score -1523872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1523871.000000 Penalty: 895.726990
	Iteration 89Q: 3 clusters Score -1523871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1523870.750000 Penalty: 895.726990
	Iteration 90Q: 3 clusters Score -1523871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1523873.750000 Penalty: 895.726990
	Iteration 91Q: 3 clusters Score -1523874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1523873.625000 Penalty: 895.726990
	Iteration 92Q: 3 clusters Score -1523874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1523880.625000 Penalty: 895.726990
	Iteration 93Q: 3 clusters Score -1523881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1523879.625000 Penalty: 895.726990
	Iteration 94Q: 3 clusters Score -1523880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1523880.875000 Penalty: 895.726990
	Iteration 95Q: 3 clusters Score -1523881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1523878.625000 Penalty: 895.726990
	Iteration 96Q: 3 clusters Score -1523879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1523877.250000 Penalty: 895.726990
	Iteration 97Q: 3 clusters Score -1523877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 895.726990
	Iteration 98Q: 3 clusters Score -1523880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1523883.250000 Penalty: 895.726990
	Iteration 99Q: 3 clusters Score -1523883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 895.726990
	Iteration 100F: 3 clusters Score -1523880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1523884.250000 Penalty: 895.726990
	Iteration 101Q: 3 clusters Score -1523884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1523881.875000 Penalty: 895.726990
	Iteration 102Q: 3 clusters Score -1523882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -1523882.625000 Penalty: 895.726990
	Iteration 103Q: 3 clusters Score -1523883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1523886.250000 Penalty: 895.726990
	Iteration 104Q: 3 clusters Score -1523886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1523882.750000 Penalty: 895.726990
	Iteration 105Q: 3 clusters Score -1523883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1523882.625000 Penalty: 895.726990
	Iteration 106Q: 3 clusters Score -1523883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1523882.125000 Penalty: 895.726990
	Iteration 107Q: 3 clusters Score -1523882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1523882.125000 Penalty: 895.726990
	Iteration 108Q: 3 clusters Score -1523882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1523886.500000 Penalty: 895.726990
	Iteration 109Q: 3 clusters Score -1523886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1523888.625000 Penalty: 895.726990
	Iteration 110Q: 3 clusters Score -1523889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1523885.250000 Penalty: 895.726990
	Iteration 111Q: 3 clusters Score -1523885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1523885.750000 Penalty: 895.726990
	Iteration 112Q: 3 clusters Score -1523886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1523887.875000 Penalty: 895.726990
	Iteration 113Q: 3 clusters Score -1523888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1523891.125000 Penalty: 895.726990
	Iteration 114Q: 3 clusters Score -1523891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1523891.625000 Penalty: 895.726990
	Iteration 115Q: 3 clusters Score -1523892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1523887.125000 Penalty: 895.726990
	Iteration 116Q: 3 clusters Score -1523887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1523891.500000 Penalty: 895.726990
	Iteration 117Q: 3 clusters Score -1523892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1523890.625000 Penalty: 895.726990
	Iteration 118Q: 3 clusters Score -1523891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -1523890.625000 Penalty: 895.726990
	Iteration 119Q: 3 clusters Score -1523891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1523889.875000 Penalty: 895.726990
	Iteration 120F: 3 clusters Score -1523890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1523890.875000 Penalty: 895.726990
	Iteration 121Q: 3 clusters Score -1523891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1523890.125000 Penalty: 895.726990
	Iteration 122Q: 3 clusters Score -1523890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1523892.625000 Penalty: 895.726990
	Iteration 123Q: 3 clusters Score -1523893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1523891.750000 Penalty: 895.726990
	Iteration 124Q: 3 clusters Score -1523892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1523893.375000 Penalty: 895.726990
	Iteration 125Q: 3 clusters Score -1523893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1523893.375000 Penalty: 895.726990
	Iteration 126Q: 3 clusters Score -1523893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1523893.000000 Penalty: 895.726990
	Iteration 127Q: 3 clusters Score -1523893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1523893.250000 Penalty: 895.726990
	Iteration 128Q: 3 clusters Score -1523893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1523892.375000 Penalty: 895.726990
	Iteration 129Q: 3 clusters Score -1523892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1523893.250000 Penalty: 895.726990
	Iteration 130Q: 3 clusters Score -1523893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1523892.875000 Penalty: 895.726990
	Iteration 131Q: 3 clusters Score -1523893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1523891.500000 Penalty: 895.726990
	Iteration 132Q: 3 clusters Score -1523892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1523892.125000 Penalty: 895.726990
	Iteration 133Q: 3 clusters Score -1523892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -1523891.500000 Penalty: 895.726990
	Iteration 134Q: 3 clusters Score -1523892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1523891.000000 Penalty: 895.726990
	Iteration 135Q: 3 clusters Score -1523891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1523891.250000 Penalty: 895.726990
	Iteration 136Q: 3 clusters Score -1523891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1523891.750000 Penalty: 895.726990
	Iteration 137Q: 3 clusters Score -1523892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1523891.250000 Penalty: 895.726990
	Iteration 138Q: 3 clusters Score -1523891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1523891.250000 Penalty: 895.726990
	Iteration 139F: 3 clusters Score -1523891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31329 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26559 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15165 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20909 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19285 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17366 members 
Mstep: Class 32 contains 23638 members 
Mstep: Class 33 contains 18223 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5816 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14880 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6484 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 1377 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2647 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 17452 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24303 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13963 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36455 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22464 members 
Entering Unmasked Estep 
Score: -42183660.000000 Penalty: 47552.976562
Splitting cluster 50 changes total score from -42184220.000000 to -42183660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15802.419922 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15802.42 nChanged 63
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: -15879.486328 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15879.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15922.906250 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15922.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15961.544922 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -15961.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15971.441406 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15971.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15974.954102 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15974.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15980.155273 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15980.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15983.595703 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -15983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15985.199219 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -15985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15986.586914 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -15986.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15988.875000 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -15988.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15992.681641 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -15992.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15998.151367 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -15998.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16000.556641 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -16000.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16005.897461 Penalty: 497.593475
	Iteration 14Q: 3 clusters Score -16005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16007.682617 Penalty: 497.593475
	Iteration 15Q: 3 clusters Score -16007.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -16007.682617 Penalty: 497.593475
	Iteration 16F: 3 clusters Score -16007.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Entering Unmasked Estep 
Score: -1883783.000000 Penalty: 457.549683
	Iteration 0F: 2 clusters Score -1883783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1868960.625000 Penalty: 915.099365
	Iteration 0F: 3 clusters Score -1868961 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1875490.125000 Penalty: 915.099365
	Iteration 1F: 3 clusters Score -1875490 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1875828.375000 Penalty: 915.099365
	Iteration 2Q: 3 clusters Score -1875828 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1876317.375000 Penalty: 915.099365
	Iteration 3Q: 3 clusters Score -1876317 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1877092.625000 Penalty: 915.099365
	Iteration 4F: 3 clusters Score -1877093 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1878232.625000 Penalty: 915.099365
	Iteration 5F: 3 clusters Score -1878233 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1879624.125000 Penalty: 915.099365
	Iteration 6F: 3 clusters Score -1879624 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1881040.375000 Penalty: 915.099365
	Iteration 7F: 3 clusters Score -1881040 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1882151.125000 Penalty: 915.099365
	Iteration 8Q: 3 clusters Score -1882151 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1882761.375000 Penalty: 915.099365
	Iteration 9Q: 3 clusters Score -1882761 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -1883077.875000 Penalty: 915.099365
	Iteration 10Q: 3 clusters Score -1883078 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -1883224.500000 Penalty: 915.099365
	Iteration 11Q: 3 clusters Score -1883224 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1883298.875000 Penalty: 915.099365
	Iteration 12Q: 3 clusters Score -1883299 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -1883341.625000 Penalty: 915.099365
	Iteration 13Q: 3 clusters Score -1883342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -1883368.500000 Penalty: 915.099365
	Iteration 14Q: 3 clusters Score -1883368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1883384.750000 Penalty: 915.099365
	Iteration 15Q: 3 clusters Score -1883385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1883399.375000 Penalty: 915.099365
	Iteration 16Q: 3 clusters Score -1883399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -1883401.250000 Penalty: 915.099365
	Iteration 17Q: 3 clusters Score -1883401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1883407.875000 Penalty: 915.099365
	Iteration 18Q: 3 clusters Score -1883408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1883407.000000 Penalty: 915.099365
	Iteration 19Q: 3 clusters Score -1883407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -1883407.000000 Penalty: 915.099365
	Iteration 20F: 3 clusters Score -1883407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -71653.046875 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -71653.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70912.242188 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -70912.24 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71118.484375 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -71118.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71172.781250 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -71172.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71200.507812 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -71200.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71220.015625 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -71220.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71238.492188 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -71238.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71252.304688 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -71252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71261.156250 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -71261.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71275.304688 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -71275.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71285.054688 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -71285.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71290.929688 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -71290.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71292.617188 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -71292.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71296.835938 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -71296.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71300.304688 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -71300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71302.601562 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -71302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71303.492188 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -71303.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71303.492188 Penalty: 620.422607
	Iteration 16F: 3 clusters Score -71303.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -398283.875000 Penalty: 385.703339
	Iteration 0F: 2 clusters Score -398283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -395044.750000 Penalty: 771.406677
	Iteration 0F: 3 clusters Score -395044.8 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -396145.750000 Penalty: 771.406677
	Iteration 1F: 3 clusters Score -396145.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -396183.531250 Penalty: 771.406677
	Iteration 2Q: 3 clusters Score -396183.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -396216.875000 Penalty: 771.406677
	Iteration 3Q: 3 clusters Score -396216.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -396248.656250 Penalty: 771.406677
	Iteration 4Q: 3 clusters Score -396248.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -396280.531250 Penalty: 771.406677
	Iteration 5Q: 3 clusters Score -396280.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -396312.312500 Penalty: 771.406677
	Iteration 6Q: 3 clusters Score -396312.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -396339.031250 Penalty: 771.406677
	Iteration 7Q: 3 clusters Score -396339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -396364.000000 Penalty: 771.406677
	Iteration 8Q: 3 clusters Score -396364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -396389.906250 Penalty: 771.406677
	Iteration 9Q: 3 clusters Score -396389.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -396419.218750 Penalty: 771.406677
	Iteration 10Q: 3 clusters Score -396419.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -396460.343750 Penalty: 771.406677
	Iteration 11Q: 3 clusters Score -396460.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -396524.281250 Penalty: 771.406677
	Iteration 12Q: 3 clusters Score -396524.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -396641.875000 Penalty: 771.406677
	Iteration 13Q: 3 clusters Score -396641.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -396828.625000 Penalty: 771.406677
	Iteration 14F: 3 clusters Score -396828.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -397078.531250 Penalty: 771.406677
	Iteration 15F: 3 clusters Score -397078.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -397331.593750 Penalty: 771.406677
	Iteration 16F: 3 clusters Score -397331.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -397524.593750 Penalty: 771.406677
	Iteration 17Q: 3 clusters Score -397524.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -397665.687500 Penalty: 771.406677
	Iteration 18Q: 3 clusters Score -397665.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -397753.937500 Penalty: 771.406677
	Iteration 19Q: 3 clusters Score -397753.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -397820.437500 Penalty: 771.406677
	Iteration 20F: 3 clusters Score -397820.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -397867.187500 Penalty: 771.406677
	Iteration 21Q: 3 clusters Score -397867.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -397894.093750 Penalty: 771.406677
	Iteration 22Q: 3 clusters Score -397894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -397904.218750 Penalty: 771.406677
	Iteration 23Q: 3 clusters Score -397904.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -397915.718750 Penalty: 771.406677
	Iteration 24Q: 3 clusters Score -397915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -397916.156250 Penalty: 771.406677
	Iteration 25Q: 3 clusters Score -397916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -397916.156250 Penalty: 771.406677
	Iteration 26F: 3 clusters Score -397916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 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 115 members 
Entering Unmasked Estep 
Score: -11484.411133 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11484.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11609.956055 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11609.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11671.584961 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11671.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11686.714844 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11686.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11705.059570 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11705.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11711.806641 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11711.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11719.725586 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11719.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11734.587891 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11734.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11736.943359 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -11736.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11736.943359 Penalty: 494.070465
	Iteration 9F: 3 clusters Score -11736.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -157834.328125 Penalty: 346.675140
	Iteration 0F: 2 clusters Score -157834.3 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 992 members 
Entering Unmasked Estep 
Score: -156372.343750 Penalty: 693.350281
	Iteration 0F: 3 clusters Score -156372.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -156890.031250 Penalty: 693.350281
	Iteration 1F: 3 clusters Score -156890 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156992.578125 Penalty: 693.350281
	Iteration 2F: 3 clusters Score -156992.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -157088.703125 Penalty: 693.350281
	Iteration 3F: 3 clusters Score -157088.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -157199.609375 Penalty: 693.350281
	Iteration 4F: 3 clusters Score -157199.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157325.906250 Penalty: 693.350281
	Iteration 5F: 3 clusters Score -157325.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157411.953125 Penalty: 693.350281
	Iteration 6F: 3 clusters Score -157412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -157456.484375 Penalty: 693.350281
	Iteration 7Q: 3 clusters Score -157456.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157499.468750 Penalty: 693.350281
	Iteration 8Q: 3 clusters Score -157499.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157528.281250 Penalty: 693.350281
	Iteration 9Q: 3 clusters Score -157528.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157546.734375 Penalty: 693.350281
	Iteration 10Q: 3 clusters Score -157546.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157562.937500 Penalty: 693.350281
	Iteration 11Q: 3 clusters Score -157562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157571.718750 Penalty: 693.350281
	Iteration 12Q: 3 clusters Score -157571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157581.703125 Penalty: 693.350281
	Iteration 13Q: 3 clusters Score -157581.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157591.046875 Penalty: 693.350281
	Iteration 14Q: 3 clusters Score -157591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -157597.140625 Penalty: 693.350281
	Iteration 15Q: 3 clusters Score -157597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157600.859375 Penalty: 693.350281
	Iteration 16Q: 3 clusters Score -157600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157605.531250 Penalty: 693.350281
	Iteration 17Q: 3 clusters Score -157605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157611.640625 Penalty: 693.350281
	Iteration 18Q: 3 clusters Score -157611.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -157614.921875 Penalty: 693.350281
	Iteration 19Q: 3 clusters Score -157614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157615.656250 Penalty: 693.350281
	Iteration 20F: 3 clusters Score -157615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157615.890625 Penalty: 693.350281
	Iteration 21Q: 3 clusters Score -157615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157616.046875 Penalty: 693.350281
	Iteration 22Q: 3 clusters Score -157616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157616.250000 Penalty: 693.350281
	Iteration 23Q: 3 clusters Score -157616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157616.843750 Penalty: 693.350281
	Iteration 24Q: 3 clusters Score -157616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -157617.156250 Penalty: 693.350281
	Iteration 25Q: 3 clusters Score -157617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157617.343750 Penalty: 693.350281
	Iteration 26Q: 3 clusters Score -157617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157618.000000 Penalty: 693.350281
	Iteration 27Q: 3 clusters Score -157618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -157619.421875 Penalty: 693.350281
	Iteration 28Q: 3 clusters Score -157619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157619.531250 Penalty: 693.350281
	Iteration 29Q: 3 clusters Score -157619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157619.531250 Penalty: 693.350281
	Iteration 30F: 3 clusters Score -157619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16729.662109 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16729.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16778.107422 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16778.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16800.416016 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16800.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16815.099609 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16822.328125 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16822.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16827.158203 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16827.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16832.861328 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -16832.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16833.833984 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -16833.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16833.833984 Penalty: 501.354340
	Iteration 8F: 3 clusters Score -16833.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38764.812500 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38764.81 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38882.429688 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38882.43 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38902.875000 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38902.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38918.621094 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -38918.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38927.269531 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38927.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38931.554688 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38931.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38935.871094 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38935.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38938.507812 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38938.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38938.914062 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38938.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38939.238281 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38939.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38939.417969 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -38939.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38939.417969 Penalty: 572.701172
	Iteration 11F: 3 clusters Score -38939.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -142898.156250 Penalty: 340.691895
	Iteration 0F: 2 clusters Score -142898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -141604.796875 Penalty: 681.383789
	Iteration 0F: 3 clusters Score -141604.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -142022.140625 Penalty: 681.383789
	Iteration 1F: 3 clusters Score -142022.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -142082.781250 Penalty: 681.383789
	Iteration 2F: 3 clusters Score -142082.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -142132.828125 Penalty: 681.383789
	Iteration 3F: 3 clusters Score -142132.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -142194.328125 Penalty: 681.383789
	Iteration 4F: 3 clusters Score -142194.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -142249.281250 Penalty: 681.383789
	Iteration 5F: 3 clusters Score -142249.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -142310.109375 Penalty: 681.383789
	Iteration 6Q: 3 clusters Score -142310.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -142383.250000 Penalty: 681.383789
	Iteration 7Q: 3 clusters Score -142383.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -142442.453125 Penalty: 681.383789
	Iteration 8Q: 3 clusters Score -142442.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -142478.468750 Penalty: 681.383789
	Iteration 9Q: 3 clusters Score -142478.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -142512.843750 Penalty: 681.383789
	Iteration 10Q: 3 clusters Score -142512.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -142533.625000 Penalty: 681.383789
	Iteration 11Q: 3 clusters Score -142533.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -142549.656250 Penalty: 681.383789
	Iteration 12Q: 3 clusters Score -142549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -142557.468750 Penalty: 681.383789
	Iteration 13Q: 3 clusters Score -142557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -142564.546875 Penalty: 681.383789
	Iteration 14Q: 3 clusters Score -142564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -142566.828125 Penalty: 681.383789
	Iteration 15Q: 3 clusters Score -142566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -142568.625000 Penalty: 681.383789
	Iteration 16Q: 3 clusters Score -142568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -142573.500000 Penalty: 681.383789
	Iteration 17Q: 3 clusters Score -142573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -142581.265625 Penalty: 681.383789
	Iteration 18Q: 3 clusters Score -142581.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -142587.046875 Penalty: 681.383789
	Iteration 19Q: 3 clusters Score -142587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -142589.359375 Penalty: 681.383789
	Iteration 20F: 3 clusters Score -142589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -142592.453125 Penalty: 681.383789
	Iteration 21Q: 3 clusters Score -142592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -142593.828125 Penalty: 681.383789
	Iteration 22Q: 3 clusters Score -142593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -142595.109375 Penalty: 681.383789
	Iteration 23Q: 3 clusters Score -142595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -142597.390625 Penalty: 681.383789
	Iteration 24Q: 3 clusters Score -142597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142600.281250 Penalty: 681.383789
	Iteration 25Q: 3 clusters Score -142600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -142601.828125 Penalty: 681.383789
	Iteration 26Q: 3 clusters Score -142601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -142602.203125 Penalty: 681.383789
	Iteration 27Q: 3 clusters Score -142602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -142602.203125 Penalty: 681.383789
	Iteration 28F: 3 clusters Score -142602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -1668617.625000 Penalty: 451.865173
	Iteration 0F: 2 clusters Score -1668618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1655265.000000 Penalty: 903.730347
	Iteration 0F: 3 clusters Score -1655265 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1661466.250000 Penalty: 903.730347
	Iteration 1F: 3 clusters Score -1661466 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1662515.250000 Penalty: 903.730347
	Iteration 2F: 3 clusters Score -1662515 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1663849.875000 Penalty: 903.730347
	Iteration 3F: 3 clusters Score -1663850 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1665193.500000 Penalty: 903.730347
	Iteration 4F: 3 clusters Score -1665194 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1666536.500000 Penalty: 903.730347
	Iteration 5F: 3 clusters Score -1666536 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1667646.250000 Penalty: 903.730347
	Iteration 6F: 3 clusters Score -1667646 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1668061.000000 Penalty: 903.730347
	Iteration 7Q: 3 clusters Score -1668061 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1668165.125000 Penalty: 903.730347
	Iteration 8Q: 3 clusters Score -1668165 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1668211.625000 Penalty: 903.730347
	Iteration 9Q: 3 clusters Score -1668212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1668231.000000 Penalty: 903.730347
	Iteration 10Q: 3 clusters Score -1668231 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1668254.750000 Penalty: 903.730347
	Iteration 11Q: 3 clusters Score -1668255 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1668260.250000 Penalty: 903.730347
	Iteration 12Q: 3 clusters Score -1668260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1668257.250000 Penalty: 903.730347
	Iteration 13Q: 3 clusters Score -1668257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1668266.250000 Penalty: 903.730347
	Iteration 14Q: 3 clusters Score -1668266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1668271.125000 Penalty: 903.730347
	Iteration 15Q: 3 clusters Score -1668271 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1668274.000000 Penalty: 903.730347
	Iteration 16Q: 3 clusters Score -1668274 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1668288.750000 Penalty: 903.730347
	Iteration 17Q: 3 clusters Score -1668289 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1668293.000000 Penalty: 903.730347
	Iteration 18Q: 3 clusters Score -1668293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1668295.250000 Penalty: 903.730347
	Iteration 19Q: 3 clusters Score -1668295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1668302.875000 Penalty: 903.730347
	Iteration 20F: 3 clusters Score -1668303 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1668309.500000 Penalty: 903.730347
	Iteration 21Q: 3 clusters Score -1668310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1668304.125000 Penalty: 903.730347
	Iteration 22Q: 3 clusters Score -1668304 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1668311.625000 Penalty: 903.730347
	Iteration 23Q: 3 clusters Score -1668312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1668320.375000 Penalty: 903.730347
	Iteration 24Q: 3 clusters Score -1668320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1668323.750000 Penalty: 903.730347
	Iteration 25Q: 3 clusters Score -1668324 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1668323.250000 Penalty: 903.730347
	Iteration 26Q: 3 clusters Score -1668323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1668323.250000 Penalty: 903.730347
	Iteration 27Q: 3 clusters Score -1668323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1668323.125000 Penalty: 903.730347
	Iteration 28Q: 3 clusters Score -1668323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1668322.625000 Penalty: 903.730347
	Iteration 29Q: 3 clusters Score -1668323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1668317.375000 Penalty: 903.730347
	Iteration 30Q: 3 clusters Score -1668317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1668313.875000 Penalty: 903.730347
	Iteration 31Q: 3 clusters Score -1668314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1668323.125000 Penalty: 903.730347
	Iteration 32Q: 3 clusters Score -1668323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1668318.000000 Penalty: 903.730347
	Iteration 33Q: 3 clusters Score -1668318 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1668324.750000 Penalty: 903.730347
	Iteration 34Q: 3 clusters Score -1668325 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1668318.250000 Penalty: 903.730347
	Iteration 35Q: 3 clusters Score -1668318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1668320.625000 Penalty: 903.730347
	Iteration 36Q: 3 clusters Score -1668321 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1668324.000000 Penalty: 903.730347
	Iteration 37Q: 3 clusters Score -1668324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1668324.750000 Penalty: 903.730347
	Iteration 38Q: 3 clusters Score -1668325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1668322.125000 Penalty: 903.730347
	Iteration 39Q: 3 clusters Score -1668322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1668319.375000 Penalty: 903.730347
	Iteration 40F: 3 clusters Score -1668319 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1668321.750000 Penalty: 903.730347
	Iteration 41Q: 3 clusters Score -1668322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1668322.625000 Penalty: 903.730347
	Iteration 42Q: 3 clusters Score -1668323 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1668319.625000 Penalty: 903.730347
	Iteration 43Q: 3 clusters Score -1668320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1668319.750000 Penalty: 903.730347
	Iteration 44Q: 3 clusters Score -1668320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1668317.125000 Penalty: 903.730347
	Iteration 45Q: 3 clusters Score -1668317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1668315.250000 Penalty: 903.730347
	Iteration 46Q: 3 clusters Score -1668315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1668321.375000 Penalty: 903.730347
	Iteration 47Q: 3 clusters Score -1668321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1668321.875000 Penalty: 903.730347
	Iteration 48Q: 3 clusters Score -1668322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1668321.125000 Penalty: 903.730347
	Iteration 49Q: 3 clusters Score -1668321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1668323.000000 Penalty: 903.730347
	Iteration 50Q: 3 clusters Score -1668323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1668327.500000 Penalty: 903.730347
	Iteration 51Q: 3 clusters Score -1668328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1668322.750000 Penalty: 903.730347
	Iteration 52Q: 3 clusters Score -1668323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1668322.750000 Penalty: 903.730347
	Iteration 53Q: 3 clusters Score -1668323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1668327.000000 Penalty: 903.730347
	Iteration 54Q: 3 clusters Score -1668327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1668325.250000 Penalty: 903.730347
	Iteration 55Q: 3 clusters Score -1668325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1668329.125000 Penalty: 903.730347
	Iteration 56Q: 3 clusters Score -1668329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1668326.125000 Penalty: 903.730347
	Iteration 57Q: 3 clusters Score -1668326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1668324.250000 Penalty: 903.730347
	Iteration 58Q: 3 clusters Score -1668324 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1668320.875000 Penalty: 903.730347
	Iteration 59Q: 3 clusters Score -1668321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1668322.375000 Penalty: 903.730347
	Iteration 60F: 3 clusters Score -1668322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1668316.750000 Penalty: 903.730347
	Iteration 61Q: 3 clusters Score -1668317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1668316.000000 Penalty: 903.730347
	Iteration 62Q: 3 clusters Score -1668316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1668310.750000 Penalty: 903.730347
	Iteration 63Q: 3 clusters Score -1668311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1668315.875000 Penalty: 903.730347
	Iteration 64Q: 3 clusters Score -1668316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1668320.750000 Penalty: 903.730347
	Iteration 65Q: 3 clusters Score -1668321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1668315.500000 Penalty: 903.730347
	Iteration 66Q: 3 clusters Score -1668316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1668307.625000 Penalty: 903.730347
	Iteration 67Q: 3 clusters Score -1668308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1668311.000000 Penalty: 903.730347
	Iteration 68Q: 3 clusters Score -1668311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1668316.000000 Penalty: 903.730347
	Iteration 69Q: 3 clusters Score -1668316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1668314.250000 Penalty: 903.730347
	Iteration 70Q: 3 clusters Score -1668314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1668308.250000 Penalty: 903.730347
	Iteration 71Q: 3 clusters Score -1668308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1668303.875000 Penalty: 903.730347
	Iteration 72Q: 3 clusters Score -1668304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1668300.500000 Penalty: 903.730347
	Iteration 73Q: 3 clusters Score -1668300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1668301.250000 Penalty: 903.730347
	Iteration 74Q: 3 clusters Score -1668301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1668300.750000 Penalty: 903.730347
	Iteration 75Q: 3 clusters Score -1668301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1668306.625000 Penalty: 903.730347
	Iteration 76Q: 3 clusters Score -1668307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1668302.250000 Penalty: 903.730347
	Iteration 77Q: 3 clusters Score -1668302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1668296.375000 Penalty: 903.730347
	Iteration 78Q: 3 clusters Score -1668296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1668299.250000 Penalty: 903.730347
	Iteration 79Q: 3 clusters Score -1668299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1668295.625000 Penalty: 903.730347
	Iteration 80F: 3 clusters Score -1668296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1668297.625000 Penalty: 903.730347
	Iteration 81Q: 3 clusters Score -1668298 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1668292.375000 Penalty: 903.730347
	Iteration 82Q: 3 clusters Score -1668292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1668291.500000 Penalty: 903.730347
	Iteration 83Q: 3 clusters Score -1668292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1668287.625000 Penalty: 903.730347
	Iteration 84Q: 3 clusters Score -1668288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1668285.750000 Penalty: 903.730347
	Iteration 85Q: 3 clusters Score -1668286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1668284.250000 Penalty: 903.730347
	Iteration 86Q: 3 clusters Score -1668284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1668287.250000 Penalty: 903.730347
	Iteration 87Q: 3 clusters Score -1668287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1668277.125000 Penalty: 903.730347
	Iteration 88Q: 3 clusters Score -1668277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1668284.625000 Penalty: 903.730347
	Iteration 89Q: 3 clusters Score -1668285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1668284.500000 Penalty: 903.730347
	Iteration 90Q: 3 clusters Score -1668284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1668294.000000 Penalty: 903.730347
	Iteration 91Q: 3 clusters Score -1668294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1668303.500000 Penalty: 903.730347
	Iteration 92Q: 3 clusters Score -1668304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1668308.375000 Penalty: 903.730347
	Iteration 93Q: 3 clusters Score -1668308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1668309.000000 Penalty: 903.730347
	Iteration 94Q: 3 clusters Score -1668309 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1668309.000000 Penalty: 903.730347
	Iteration 95Q: 3 clusters Score -1668309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1668307.125000 Penalty: 903.730347
	Iteration 96Q: 3 clusters Score -1668307 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1668313.875000 Penalty: 903.730347
	Iteration 97Q: 3 clusters Score -1668314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1668316.500000 Penalty: 903.730347
	Iteration 98Q: 3 clusters Score -1668316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1668312.125000 Penalty: 903.730347
	Iteration 99Q: 3 clusters Score -1668312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1668317.875000 Penalty: 903.730347
	Iteration 100F: 3 clusters Score -1668318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1668322.875000 Penalty: 903.730347
	Iteration 101Q: 3 clusters Score -1668323 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1668324.000000 Penalty: 903.730347
	Iteration 102Q: 3 clusters Score -1668324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1668326.375000 Penalty: 903.730347
	Iteration 103Q: 3 clusters Score -1668326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1668330.500000 Penalty: 903.730347
	Iteration 104Q: 3 clusters Score -1668330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1668334.250000 Penalty: 903.730347
	Iteration 105Q: 3 clusters Score -1668334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1668344.750000 Penalty: 903.730347
	Iteration 106Q: 3 clusters Score -1668345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1668345.250000 Penalty: 903.730347
	Iteration 107Q: 3 clusters Score -1668345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1668346.750000 Penalty: 903.730347
	Iteration 108Q: 3 clusters Score -1668347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1668346.000000 Penalty: 903.730347
	Iteration 109Q: 3 clusters Score -1668346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1668348.000000 Penalty: 903.730347
	Iteration 110Q: 3 clusters Score -1668348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1668348.875000 Penalty: 903.730347
	Iteration 111Q: 3 clusters Score -1668349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1668349.125000 Penalty: 903.730347
	Iteration 112Q: 3 clusters Score -1668349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1668350.875000 Penalty: 903.730347
	Iteration 113Q: 3 clusters Score -1668351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1668347.500000 Penalty: 903.730347
	Iteration 114Q: 3 clusters Score -1668348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1668348.750000 Penalty: 903.730347
	Iteration 115Q: 3 clusters Score -1668349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1668354.375000 Penalty: 903.730347
	Iteration 116Q: 3 clusters Score -1668354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1668354.125000 Penalty: 903.730347
	Iteration 117Q: 3 clusters Score -1668354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1668351.625000 Penalty: 903.730347
	Iteration 118Q: 3 clusters Score -1668352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1668350.000000 Penalty: 903.730347
	Iteration 119Q: 3 clusters Score -1668350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1668353.250000 Penalty: 903.730347
	Iteration 120F: 3 clusters Score -1668353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1668350.875000 Penalty: 903.730347
	Iteration 121Q: 3 clusters Score -1668351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1668348.500000 Penalty: 903.730347
	Iteration 122Q: 3 clusters Score -1668348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1668348.125000 Penalty: 903.730347
	Iteration 123Q: 3 clusters Score -1668348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1668348.500000 Penalty: 903.730347
	Iteration 124Q: 3 clusters Score -1668348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1668346.375000 Penalty: 903.730347
	Iteration 125Q: 3 clusters Score -1668346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1668343.250000 Penalty: 903.730347
	Iteration 126Q: 3 clusters Score -1668343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1668345.875000 Penalty: 903.730347
	Iteration 127Q: 3 clusters Score -1668346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1668347.250000 Penalty: 903.730347
	Iteration 128Q: 3 clusters Score -1668347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1668347.750000 Penalty: 903.730347
	Iteration 129Q: 3 clusters Score -1668348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1668344.625000 Penalty: 903.730347
	Iteration 130Q: 3 clusters Score -1668345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1668344.000000 Penalty: 903.730347
	Iteration 131Q: 3 clusters Score -1668344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1668345.500000 Penalty: 903.730347
	Iteration 132Q: 3 clusters Score -1668346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1668347.250000 Penalty: 903.730347
	Iteration 133Q: 3 clusters Score -1668347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1668347.625000 Penalty: 903.730347
	Iteration 134Q: 3 clusters Score -1668348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1668343.750000 Penalty: 903.730347
	Iteration 135Q: 3 clusters Score -1668344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1668345.625000 Penalty: 903.730347
	Iteration 136Q: 3 clusters Score -1668346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1668345.625000 Penalty: 903.730347
	Iteration 137Q: 3 clusters Score -1668346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1668345.625000 Penalty: 903.730347
	Iteration 138Q: 3 clusters Score -1668346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1668349.125000 Penalty: 903.730347
	Iteration 139Q: 3 clusters Score -1668349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1668346.500000 Penalty: 903.730347
	Iteration 140F: 3 clusters Score -1668346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1668346.625000 Penalty: 903.730347
	Iteration 141Q: 3 clusters Score -1668347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1668342.750000 Penalty: 903.730347
	Iteration 142Q: 3 clusters Score -1668343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1668341.250000 Penalty: 903.730347
	Iteration 143Q: 3 clusters Score -1668341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1668339.625000 Penalty: 903.730347
	Iteration 144Q: 3 clusters Score -1668340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1668339.000000 Penalty: 903.730347
	Iteration 145Q: 3 clusters Score -1668339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1668342.375000 Penalty: 903.730347
	Iteration 146Q: 3 clusters Score -1668342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1668340.750000 Penalty: 903.730347
	Iteration 147Q: 3 clusters Score -1668341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1668339.375000 Penalty: 903.730347
	Iteration 148Q: 3 clusters Score -1668339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1668338.250000 Penalty: 903.730347
	Iteration 149Q: 3 clusters Score -1668338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1668337.000000 Penalty: 903.730347
	Iteration 150Q: 3 clusters Score -1668337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1668339.875000 Penalty: 903.730347
	Iteration 151Q: 3 clusters Score -1668340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1668338.375000 Penalty: 903.730347
	Iteration 152Q: 3 clusters Score -1668338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1668339.500000 Penalty: 903.730347
	Iteration 153Q: 3 clusters Score -1668340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1668342.375000 Penalty: 903.730347
	Iteration 154Q: 3 clusters Score -1668342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1668342.125000 Penalty: 903.730347
	Iteration 155Q: 3 clusters Score -1668342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1668343.375000 Penalty: 903.730347
	Iteration 156Q: 3 clusters Score -1668343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1668343.000000 Penalty: 903.730347
	Iteration 157Q: 3 clusters Score -1668343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1668346.625000 Penalty: 903.730347
	Iteration 158Q: 3 clusters Score -1668347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1668350.000000 Penalty: 903.730347
	Iteration 159Q: 3 clusters Score -1668350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1668351.000000 Penalty: 903.730347
	Iteration 160F: 3 clusters Score -1668351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1668351.375000 Penalty: 903.730347
	Iteration 161Q: 3 clusters Score -1668351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1668347.750000 Penalty: 903.730347
	Iteration 162Q: 3 clusters Score -1668348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1668347.625000 Penalty: 903.730347
	Iteration 163Q: 3 clusters Score -1668348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1668349.000000 Penalty: 903.730347
	Iteration 164Q: 3 clusters Score -1668349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1668348.625000 Penalty: 903.730347
	Iteration 165Q: 3 clusters Score -1668349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1668349.625000 Penalty: 903.730347
	Iteration 166Q: 3 clusters Score -1668350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1668351.750000 Penalty: 903.730347
	Iteration 167Q: 3 clusters Score -1668352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1668348.875000 Penalty: 903.730347
	Iteration 168Q: 3 clusters Score -1668349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1668348.625000 Penalty: 903.730347
	Iteration 169Q: 3 clusters Score -1668349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1668351.625000 Penalty: 903.730347
	Iteration 170Q: 3 clusters Score -1668352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1668352.750000 Penalty: 903.730347
	Iteration 171Q: 3 clusters Score -1668353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1668353.750000 Penalty: 903.730347
	Iteration 172Q: 3 clusters Score -1668354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1668355.375000 Penalty: 903.730347
	Iteration 173Q: 3 clusters Score -1668355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1668356.375000 Penalty: 903.730347
	Iteration 174Q: 3 clusters Score -1668356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1668355.250000 Penalty: 903.730347
	Iteration 175Q: 3 clusters Score -1668355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1668355.750000 Penalty: 903.730347
	Iteration 176Q: 3 clusters Score -1668356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1668355.375000 Penalty: 903.730347
	Iteration 177Q: 3 clusters Score -1668355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1668356.000000 Penalty: 903.730347
	Iteration 178Q: 3 clusters Score -1668356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1668357.625000 Penalty: 903.730347
	Iteration 179Q: 3 clusters Score -1668358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1668356.875000 Penalty: 903.730347
	Iteration 180F: 3 clusters Score -1668357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -215212.687500 Penalty: 358.593781
	Iteration 0F: 2 clusters Score -215212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -213330.031250 Penalty: 717.187561
	Iteration 0F: 3 clusters Score -213330 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -213904.296875 Penalty: 717.187561
	Iteration 1F: 3 clusters Score -213904.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -213979.328125 Penalty: 717.187561
	Iteration 2F: 3 clusters Score -213979.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -214060.578125 Penalty: 717.187561
	Iteration 3F: 3 clusters Score -214060.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -214163.625000 Penalty: 717.187561
	Iteration 4F: 3 clusters Score -214163.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -214274.500000 Penalty: 717.187561
	Iteration 5F: 3 clusters Score -214274.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -214378.156250 Penalty: 717.187561
	Iteration 6Q: 3 clusters Score -214378.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -214478.281250 Penalty: 717.187561
	Iteration 7Q: 3 clusters Score -214478.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -214589.140625 Penalty: 717.187561
	Iteration 8Q: 3 clusters Score -214589.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -214678.687500 Penalty: 717.187561
	Iteration 9Q: 3 clusters Score -214678.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -214726.250000 Penalty: 717.187561
	Iteration 10Q: 3 clusters Score -214726.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -214748.906250 Penalty: 717.187561
	Iteration 11Q: 3 clusters Score -214748.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -214766.015625 Penalty: 717.187561
	Iteration 12Q: 3 clusters Score -214766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -214778.718750 Penalty: 717.187561
	Iteration 13Q: 3 clusters Score -214778.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -214788.406250 Penalty: 717.187561
	Iteration 14Q: 3 clusters Score -214788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214793.640625 Penalty: 717.187561
	Iteration 15Q: 3 clusters Score -214793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -214800.265625 Penalty: 717.187561
	Iteration 16Q: 3 clusters Score -214800.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -214805.781250 Penalty: 717.187561
	Iteration 17Q: 3 clusters Score -214805.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -214810.406250 Penalty: 717.187561
	Iteration 18Q: 3 clusters Score -214810.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -214813.140625 Penalty: 717.187561
	Iteration 19Q: 3 clusters Score -214813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -214815.187500 Penalty: 717.187561
	Iteration 20F: 3 clusters Score -214815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214816.984375 Penalty: 717.187561
	Iteration 21Q: 3 clusters Score -214817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -214816.765625 Penalty: 717.187561
	Iteration 22Q: 3 clusters Score -214816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -214817.484375 Penalty: 717.187561
	Iteration 23Q: 3 clusters Score -214817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214818.359375 Penalty: 717.187561
	Iteration 24Q: 3 clusters Score -214818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -214818.390625 Penalty: 717.187561
	Iteration 25Q: 3 clusters Score -214818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -214818.765625 Penalty: 717.187561
	Iteration 26Q: 3 clusters Score -214818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -214819.093750 Penalty: 717.187561
	Iteration 27Q: 3 clusters Score -214819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214819.578125 Penalty: 717.187561
	Iteration 28Q: 3 clusters Score -214819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214819.578125 Penalty: 717.187561
	Iteration 29F: 3 clusters Score -214819.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -237463.265625 Penalty: 367.240448
	Iteration 0F: 2 clusters Score -237463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -235242.359375 Penalty: 734.480896
	Iteration 0F: 3 clusters Score -235242.4 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -236088.656250 Penalty: 734.480896
	Iteration 1F: 3 clusters Score -236088.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -236255.406250 Penalty: 734.480896
	Iteration 2F: 3 clusters Score -236255.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -236396.750000 Penalty: 734.480896
	Iteration 3F: 3 clusters Score -236396.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -236510.312500 Penalty: 734.480896
	Iteration 4F: 3 clusters Score -236510.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -236646.046875 Penalty: 734.480896
	Iteration 5F: 3 clusters Score -236646 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -236771.125000 Penalty: 734.480896
	Iteration 6Q: 3 clusters Score -236771.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -236865.000000 Penalty: 734.480896
	Iteration 7Q: 3 clusters Score -236865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -236923.546875 Penalty: 734.480896
	Iteration 8Q: 3 clusters Score -236923.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -236960.968750 Penalty: 734.480896
	Iteration 9Q: 3 clusters Score -236961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -236984.359375 Penalty: 734.480896
	Iteration 10Q: 3 clusters Score -236984.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -236998.812500 Penalty: 734.480896
	Iteration 11Q: 3 clusters Score -236998.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -237008.968750 Penalty: 734.480896
	Iteration 12Q: 3 clusters Score -237009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -237022.453125 Penalty: 734.480896
	Iteration 13Q: 3 clusters Score -237022.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -237037.750000 Penalty: 734.480896
	Iteration 14Q: 3 clusters Score -237037.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -237051.281250 Penalty: 734.480896
	Iteration 15Q: 3 clusters Score -237051.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -237062.546875 Penalty: 734.480896
	Iteration 16Q: 3 clusters Score -237062.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -237068.687500 Penalty: 734.480896
	Iteration 17Q: 3 clusters Score -237068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -237074.093750 Penalty: 734.480896
	Iteration 18Q: 3 clusters Score -237074.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -237079.640625 Penalty: 734.480896
	Iteration 19Q: 3 clusters Score -237079.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -237084.078125 Penalty: 734.480896
	Iteration 20F: 3 clusters Score -237084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -237088.093750 Penalty: 734.480896
	Iteration 21Q: 3 clusters Score -237088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -237091.468750 Penalty: 734.480896
	Iteration 22Q: 3 clusters Score -237091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -237094.765625 Penalty: 734.480896
	Iteration 23Q: 3 clusters Score -237094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -237097.187500 Penalty: 734.480896
	Iteration 24Q: 3 clusters Score -237097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -237097.796875 Penalty: 734.480896
	Iteration 25Q: 3 clusters Score -237097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -237098.484375 Penalty: 734.480896
	Iteration 26Q: 3 clusters Score -237098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -237098.296875 Penalty: 734.480896
	Iteration 27Q: 3 clusters Score -237098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -237098.359375 Penalty: 734.480896
	Iteration 28Q: 3 clusters Score -237098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -237098.187500 Penalty: 734.480896
	Iteration 29Q: 3 clusters Score -237098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -237098.187500 Penalty: 734.480896
	Iteration 30F: 3 clusters Score -237098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5600.890625 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5600.891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5659.535156 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5659.535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5694.286133 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5694.286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5709.751953 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5709.752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5714.135254 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5714.135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5716.488281 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5716.488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5717.342773 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -5717.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5717.342773 Penalty: 454.746338
	Iteration 7F: 3 clusters Score -5717.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (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: -301085.781250 Penalty: 372.812286
	Iteration 0F: 2 clusters Score -301085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -298559.093750 Penalty: 745.624573
	Iteration 0F: 3 clusters Score -298559.1 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -299487.437500 Penalty: 745.624573
	Iteration 1F: 3 clusters Score -299487.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -299554.687500 Penalty: 745.624573
	Iteration 2F: 3 clusters Score -299554.7 nChanged 182
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: -299624.062500 Penalty: 745.624573
	Iteration 3F: 3 clusters Score -299624.1 nChanged 188
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: -299723.218750 Penalty: 745.624573
	Iteration 4F: 3 clusters Score -299723.2 nChanged 204
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: -299859.625000 Penalty: 745.624573
	Iteration 5F: 3 clusters Score -299859.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -300027.687500 Penalty: 745.624573
	Iteration 6F: 3 clusters Score -300027.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -300157.281250 Penalty: 745.624573
	Iteration 7F: 3 clusters Score -300157.3 nChanged 143
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: -300246.812500 Penalty: 745.624573
	Iteration 8Q: 3 clusters Score -300246.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -300302.875000 Penalty: 745.624573
	Iteration 9Q: 3 clusters Score -300302.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -300369.187500 Penalty: 745.624573
	Iteration 10Q: 3 clusters Score -300369.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -300435.375000 Penalty: 745.624573
	Iteration 11Q: 3 clusters Score -300435.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -300517.875000 Penalty: 745.624573
	Iteration 12Q: 3 clusters Score -300517.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -300563.781250 Penalty: 745.624573
	Iteration 13Q: 3 clusters Score -300563.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -300614.562500 Penalty: 745.624573
	Iteration 14Q: 3 clusters Score -300614.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -300641.812500 Penalty: 745.624573
	Iteration 15Q: 3 clusters Score -300641.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -300675.656250 Penalty: 745.624573
	Iteration 16Q: 3 clusters Score -300675.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -300702.187500 Penalty: 745.624573
	Iteration 17Q: 3 clusters Score -300702.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -300720.187500 Penalty: 745.624573
	Iteration 18Q: 3 clusters Score -300720.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -300723.906250 Penalty: 745.624573
	Iteration 19Q: 3 clusters Score -300723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -300726.093750 Penalty: 745.624573
	Iteration 20F: 3 clusters Score -300726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -300729.781250 Penalty: 745.624573
	Iteration 21Q: 3 clusters Score -300729.8 nChanged 10
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: -300729.562500 Penalty: 745.624573
	Iteration 22Q: 3 clusters Score -300729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -300729.937500 Penalty: 745.624573
	Iteration 23Q: 3 clusters Score -300729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -300731.031250 Penalty: 745.624573
	Iteration 24Q: 3 clusters Score -300731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -300732.062500 Penalty: 745.624573
	Iteration 25Q: 3 clusters Score -300732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -300733.062500 Penalty: 745.624573
	Iteration 26Q: 3 clusters Score -300733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -300731.968750 Penalty: 745.624573
	Iteration 27Q: 3 clusters Score -300732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -300731.843750 Penalty: 745.624573
	Iteration 28Q: 3 clusters Score -300731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -300732.187500 Penalty: 745.624573
	Iteration 29Q: 3 clusters Score -300732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -300733.375000 Penalty: 745.624573
	Iteration 30Q: 3 clusters Score -300733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -300731.968750 Penalty: 745.624573
	Iteration 31Q: 3 clusters Score -300732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -300732.531250 Penalty: 745.624573
	Iteration 32Q: 3 clusters Score -300732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -300733.468750 Penalty: 745.624573
	Iteration 33Q: 3 clusters Score -300733.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -300733.218750 Penalty: 745.624573
	Iteration 34Q: 3 clusters Score -300733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -300735.687500 Penalty: 745.624573
	Iteration 35Q: 3 clusters Score -300735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -300736.718750 Penalty: 745.624573
	Iteration 36Q: 3 clusters Score -300736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -300736.750000 Penalty: 745.624573
	Iteration 37Q: 3 clusters Score -300736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -300739.218750 Penalty: 745.624573
	Iteration 38Q: 3 clusters Score -300739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -300739.625000 Penalty: 745.624573
	Iteration 39Q: 3 clusters Score -300739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -300739.625000 Penalty: 745.624573
	Iteration 40F: 3 clusters Score -300739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -300739.000000 Penalty: 745.624573
	Iteration 41Q: 3 clusters Score -300739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -300739.781250 Penalty: 745.624573
	Iteration 42Q: 3 clusters Score -300739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -300741.187500 Penalty: 745.624573
	Iteration 43Q: 3 clusters Score -300741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -300741.187500 Penalty: 745.624573
	Iteration 44F: 3 clusters Score -300741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.437500 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64925.191406 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64925.19 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65232.738281 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65232.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65284.113281 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65284.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65313.578125 Penalty: 624.129395
	Iteration 3Q: 3 clusters Score -65313.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -65336.734375 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -65336.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65354.671875 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -65354.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65379.296875 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65379.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -65410.199219 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65410.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65431.656250 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65431.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65451.023438 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65451.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -65471.183594 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65471.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -65487.687500 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65487.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65498.664062 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65498.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65510.167969 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65510.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -65516.277344 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65516.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -65524.593750 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65524.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -65537.007812 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -65537.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65550.726562 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -65550.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -65557.757812 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -65557.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -65566.156250 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -65566.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65568.414062 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -65568.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -65569.289062 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -65569.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -65570.007812 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -65570.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -65571.273438 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -65571.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -65571.656250 Penalty: 624.129395
	Iteration 24Q: 3 clusters Score -65571.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -65572.773438 Penalty: 624.129395
	Iteration 25Q: 3 clusters Score -65572.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65572.898438 Penalty: 624.129395
	Iteration 26Q: 3 clusters Score -65572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -65572.898438 Penalty: 624.129395
	Iteration 27F: 3 clusters Score -65572.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1187407.375000 Penalty: 435.982910
	Iteration 0F: 2 clusters Score -1187407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1177762.750000 Penalty: 871.965820
	Iteration 0F: 3 clusters Score -1177763 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1181739.500000 Penalty: 871.965820
	Iteration 1F: 3 clusters Score -1181740 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1182128.125000 Penalty: 871.965820
	Iteration 2F: 3 clusters Score -1182128 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1182677.000000 Penalty: 871.965820
	Iteration 3F: 3 clusters Score -1182677 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1183347.125000 Penalty: 871.965820
	Iteration 4F: 3 clusters Score -1183347 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1184094.750000 Penalty: 871.965820
	Iteration 5F: 3 clusters Score -1184095 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1184773.375000 Penalty: 871.965820
	Iteration 6F: 3 clusters Score -1184773 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1185347.500000 Penalty: 871.965820
	Iteration 7Q: 3 clusters Score -1185348 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1185628.875000 Penalty: 871.965820
	Iteration 8Q: 3 clusters Score -1185629 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1185804.750000 Penalty: 871.965820
	Iteration 9Q: 3 clusters Score -1185805 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1185947.625000 Penalty: 871.965820
	Iteration 10Q: 3 clusters Score -1185948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1186056.250000 Penalty: 871.965820
	Iteration 11Q: 3 clusters Score -1186056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1186131.125000 Penalty: 871.965820
	Iteration 12Q: 3 clusters Score -1186131 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1186234.625000 Penalty: 871.965820
	Iteration 13Q: 3 clusters Score -1186235 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1186334.000000 Penalty: 871.965820
	Iteration 14Q: 3 clusters Score -1186334 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1186439.750000 Penalty: 871.965820
	Iteration 15Q: 3 clusters Score -1186440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1186527.750000 Penalty: 871.965820
	Iteration 16Q: 3 clusters Score -1186528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1186606.500000 Penalty: 871.965820
	Iteration 17Q: 3 clusters Score -1186606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1186649.625000 Penalty: 871.965820
	Iteration 18Q: 3 clusters Score -1186650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1186677.875000 Penalty: 871.965820
	Iteration 19Q: 3 clusters Score -1186678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1186707.375000 Penalty: 871.965820
	Iteration 20F: 3 clusters Score -1186707 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1186737.125000 Penalty: 871.965820
	Iteration 21Q: 3 clusters Score -1186737 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1186756.250000 Penalty: 871.965820
	Iteration 22Q: 3 clusters Score -1186756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1186774.875000 Penalty: 871.965820
	Iteration 23Q: 3 clusters Score -1186775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1186794.500000 Penalty: 871.965820
	Iteration 24Q: 3 clusters Score -1186794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1186818.125000 Penalty: 871.965820
	Iteration 25Q: 3 clusters Score -1186818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1186833.000000 Penalty: 871.965820
	Iteration 26Q: 3 clusters Score -1186833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1186850.375000 Penalty: 871.965820
	Iteration 27Q: 3 clusters Score -1186850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1186871.250000 Penalty: 871.965820
	Iteration 28Q: 3 clusters Score -1186871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1186898.500000 Penalty: 871.965820
	Iteration 29Q: 3 clusters Score -1186898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1186917.625000 Penalty: 871.965820
	Iteration 30Q: 3 clusters Score -1186918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1186938.750000 Penalty: 871.965820
	Iteration 31Q: 3 clusters Score -1186939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1186949.875000 Penalty: 871.965820
	Iteration 32Q: 3 clusters Score -1186950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1186954.000000 Penalty: 871.965820
	Iteration 33Q: 3 clusters Score -1186954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1186961.250000 Penalty: 871.965820
	Iteration 34Q: 3 clusters Score -1186961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1186976.375000 Penalty: 871.965820
	Iteration 35Q: 3 clusters Score -1186976 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1186992.125000 Penalty: 871.965820
	Iteration 36Q: 3 clusters Score -1186992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1186999.875000 Penalty: 871.965820
	Iteration 37Q: 3 clusters Score -1187000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1187004.000000 Penalty: 871.965820
	Iteration 38Q: 3 clusters Score -1187004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1187003.250000 Penalty: 871.965820
	Iteration 39Q: 3 clusters Score -1187003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1187008.000000 Penalty: 871.965820
	Iteration 40F: 3 clusters Score -1187008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1187012.250000 Penalty: 871.965820
	Iteration 41Q: 3 clusters Score -1187012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1187016.250000 Penalty: 871.965820
	Iteration 42Q: 3 clusters Score -1187016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1187022.875000 Penalty: 871.965820
	Iteration 43Q: 3 clusters Score -1187023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1187025.875000 Penalty: 871.965820
	Iteration 44Q: 3 clusters Score -1187026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1187028.750000 Penalty: 871.965820
	Iteration 45Q: 3 clusters Score -1187029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1187031.000000 Penalty: 871.965820
	Iteration 46Q: 3 clusters Score -1187031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1187029.750000 Penalty: 871.965820
	Iteration 47Q: 3 clusters Score -1187030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1187033.875000 Penalty: 871.965820
	Iteration 48Q: 3 clusters Score -1187034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1187034.875000 Penalty: 871.965820
	Iteration 49Q: 3 clusters Score -1187035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1187036.875000 Penalty: 871.965820
	Iteration 50Q: 3 clusters Score -1187037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1187037.250000 Penalty: 871.965820
	Iteration 51Q: 3 clusters Score -1187037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1187039.000000 Penalty: 871.965820
	Iteration 52Q: 3 clusters Score -1187039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1187042.125000 Penalty: 871.965820
	Iteration 53Q: 3 clusters Score -1187042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1187046.875000 Penalty: 871.965820
	Iteration 54Q: 3 clusters Score -1187047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1187053.750000 Penalty: 871.965820
	Iteration 55Q: 3 clusters Score -1187054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1187058.625000 Penalty: 871.965820
	Iteration 56Q: 3 clusters Score -1187059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1187060.750000 Penalty: 871.965820
	Iteration 57Q: 3 clusters Score -1187061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1187061.000000 Penalty: 871.965820
	Iteration 58Q: 3 clusters Score -1187061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1187061.625000 Penalty: 871.965820
	Iteration 59Q: 3 clusters Score -1187062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1187061.500000 Penalty: 871.965820
	Iteration 60F: 3 clusters Score -1187062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1187061.875000 Penalty: 871.965820
	Iteration 61Q: 3 clusters Score -1187062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1187065.625000 Penalty: 871.965820
	Iteration 62Q: 3 clusters Score -1187066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1187066.625000 Penalty: 871.965820
	Iteration 63Q: 3 clusters Score -1187067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1187066.375000 Penalty: 871.965820
	Iteration 64Q: 3 clusters Score -1187066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1187066.375000 Penalty: 871.965820
	Iteration 65F: 3 clusters Score -1187066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 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 152 members 
Entering Unmasked Estep 
Score: -18971.302734 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18971.3 nChanged 115
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: -19104.982422 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19104.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19190.708984 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19190.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19227.525391 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19227.53 nChanged 13
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: -19269.740234 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19269.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19304.371094 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19304.37 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: -19333.150391 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19333.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19348.890625 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19348.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19364.525391 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19364.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19366.775391 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19366.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19367.923828 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19367.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19367.923828 Penalty: 522.904541
	Iteration 11F: 3 clusters Score -19367.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31329 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26559 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15165 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20909 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19285 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17366 members 
Mstep: Class 32 contains 23638 members 
Mstep: Class 33 contains 18223 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5816 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14880 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6484 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 18829 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2647 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 67 contains 141 members 
Mstep: Class 68 contains 172 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24303 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13963 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36455 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22464 members 
Entering Unmasked Estep 
Score: -42183552.000000 Penalty: 47552.976562
Splitting cluster 68 changes total score from -42184220.000000 to -42183552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 133 members 
Entering Unmasked Estep 
Score: -12604.250977 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12604.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12731.541016 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12731.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12780.347656 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12780.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12808.874023 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -12808.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12814.880859 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12814.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12814.880859 Penalty: 503.897430
	Iteration 5F: 3 clusters Score -12814.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (24303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Entering Unmasked Estep 
Score: -1981148.375000 Penalty: 459.475159
	Iteration 0F: 2 clusters Score -1981148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1965454.750000 Penalty: 918.950317
	Iteration 0F: 3 clusters Score -1965455 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1972088.625000 Penalty: 918.950317
	Iteration 1F: 3 clusters Score -1972089 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1972451.625000 Penalty: 918.950317
	Iteration 2Q: 3 clusters Score -1972452 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1973023.875000 Penalty: 918.950317
	Iteration 3Q: 3 clusters Score -1973024 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1973900.625000 Penalty: 918.950317
	Iteration 4F: 3 clusters Score -1973901 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1975234.250000 Penalty: 918.950317
	Iteration 5F: 3 clusters Score -1975234 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1976491.000000 Penalty: 918.950317
	Iteration 6F: 3 clusters Score -1976491 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1977021.500000 Penalty: 918.950317
	Iteration 7Q: 3 clusters Score -1977022 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1977175.625000 Penalty: 918.950317
	Iteration 8Q: 3 clusters Score -1977176 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1977248.625000 Penalty: 918.950317
	Iteration 9Q: 3 clusters Score -1977249 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1977313.375000 Penalty: 918.950317
	Iteration 10Q: 3 clusters Score -1977313 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1977398.750000 Penalty: 918.950317
	Iteration 11Q: 3 clusters Score -1977399 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1977500.625000 Penalty: 918.950317
	Iteration 12Q: 3 clusters Score -1977501 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1977638.125000 Penalty: 918.950317
	Iteration 13Q: 3 clusters Score -1977638 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1977840.000000 Penalty: 918.950317
	Iteration 14Q: 3 clusters Score -1977840 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1978116.125000 Penalty: 918.950317
	Iteration 15Q: 3 clusters Score -1978116 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1978489.125000 Penalty: 918.950317
	Iteration 16Q: 3 clusters Score -1978489 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1978945.750000 Penalty: 918.950317
	Iteration 17Q: 3 clusters Score -1978946 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1979458.500000 Penalty: 918.950317
	Iteration 18Q: 3 clusters Score -1979458 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1979906.500000 Penalty: 918.950317
	Iteration 19Q: 3 clusters Score -1979906 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1980311.125000 Penalty: 918.950317
	Iteration 20F: 3 clusters Score -1980311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1980572.875000 Penalty: 918.950317
	Iteration 21Q: 3 clusters Score -1980573 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1980712.250000 Penalty: 918.950317
	Iteration 22Q: 3 clusters Score -1980712 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1980788.500000 Penalty: 918.950317
	Iteration 23Q: 3 clusters Score -1980788 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1980825.000000 Penalty: 918.950317
	Iteration 24Q: 3 clusters Score -1980825 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1980855.125000 Penalty: 918.950317
	Iteration 25Q: 3 clusters Score -1980855 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1980857.375000 Penalty: 918.950317
	Iteration 26Q: 3 clusters Score -1980857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1980872.750000 Penalty: 918.950317
	Iteration 27Q: 3 clusters Score -1980873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1980881.750000 Penalty: 918.950317
	Iteration 28Q: 3 clusters Score -1980882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1980881.250000 Penalty: 918.950317
	Iteration 29Q: 3 clusters Score -1980881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1980883.375000 Penalty: 918.950317
	Iteration 30Q: 3 clusters Score -1980883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1980888.250000 Penalty: 918.950317
	Iteration 31Q: 3 clusters Score -1980888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1980887.375000 Penalty: 918.950317
	Iteration 32Q: 3 clusters Score -1980887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1980887.000000 Penalty: 918.950317
	Iteration 33Q: 3 clusters Score -1980887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1980886.000000 Penalty: 918.950317
	Iteration 34Q: 3 clusters Score -1980886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1980883.750000 Penalty: 918.950317
	Iteration 35Q: 3 clusters Score -1980884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1980883.375000 Penalty: 918.950317
	Iteration 36Q: 3 clusters Score -1980883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1980881.000000 Penalty: 918.950317
	Iteration 37Q: 3 clusters Score -1980881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1980880.875000 Penalty: 918.950317
	Iteration 38Q: 3 clusters Score -1980881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1980880.750000 Penalty: 918.950317
	Iteration 39Q: 3 clusters Score -1980881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1980872.250000 Penalty: 918.950317
	Iteration 40F: 3 clusters Score -1980872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1980870.875000 Penalty: 918.950317
	Iteration 41Q: 3 clusters Score -1980871 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1980879.125000 Penalty: 918.950317
	Iteration 42Q: 3 clusters Score -1980879 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1980871.625000 Penalty: 918.950317
	Iteration 43Q: 3 clusters Score -1980872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1980882.500000 Penalty: 918.950317
	Iteration 44Q: 3 clusters Score -1980882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1980894.125000 Penalty: 918.950317
	Iteration 45Q: 3 clusters Score -1980894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1980894.625000 Penalty: 918.950317
	Iteration 46Q: 3 clusters Score -1980895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1980894.250000 Penalty: 918.950317
	Iteration 47Q: 3 clusters Score -1980894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1980888.000000 Penalty: 918.950317
	Iteration 48Q: 3 clusters Score -1980888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1980897.000000 Penalty: 918.950317
	Iteration 49Q: 3 clusters Score -1980897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1980908.750000 Penalty: 918.950317
	Iteration 50Q: 3 clusters Score -1980909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1980903.125000 Penalty: 918.950317
	Iteration 51Q: 3 clusters Score -1980903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1980903.500000 Penalty: 918.950317
	Iteration 52Q: 3 clusters Score -1980904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1980902.750000 Penalty: 918.950317
	Iteration 53Q: 3 clusters Score -1980903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1980901.250000 Penalty: 918.950317
	Iteration 54Q: 3 clusters Score -1980901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1980895.625000 Penalty: 918.950317
	Iteration 55Q: 3 clusters Score -1980896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1980897.000000 Penalty: 918.950317
	Iteration 56Q: 3 clusters Score -1980897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1980893.500000 Penalty: 918.950317
	Iteration 57Q: 3 clusters Score -1980894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1980893.375000 Penalty: 918.950317
	Iteration 58Q: 3 clusters Score -1980893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1980895.875000 Penalty: 918.950317
	Iteration 59Q: 3 clusters Score -1980896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1980892.500000 Penalty: 918.950317
	Iteration 60F: 3 clusters Score -1980892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1980894.375000 Penalty: 918.950317
	Iteration 61Q: 3 clusters Score -1980894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1980899.500000 Penalty: 918.950317
	Iteration 62Q: 3 clusters Score -1980900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1980899.125000 Penalty: 918.950317
	Iteration 63Q: 3 clusters Score -1980899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1980897.750000 Penalty: 918.950317
	Iteration 64Q: 3 clusters Score -1980898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1980898.375000 Penalty: 918.950317
	Iteration 65Q: 3 clusters Score -1980898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1980900.625000 Penalty: 918.950317
	Iteration 66Q: 3 clusters Score -1980901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1980897.375000 Penalty: 918.950317
	Iteration 67Q: 3 clusters Score -1980897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1980894.750000 Penalty: 918.950317
	Iteration 68Q: 3 clusters Score -1980895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1980893.625000 Penalty: 918.950317
	Iteration 69Q: 3 clusters Score -1980894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1980894.125000 Penalty: 918.950317
	Iteration 70Q: 3 clusters Score -1980894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1980894.000000 Penalty: 918.950317
	Iteration 71Q: 3 clusters Score -1980894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1980896.875000 Penalty: 918.950317
	Iteration 72Q: 3 clusters Score -1980897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1980896.625000 Penalty: 918.950317
	Iteration 73Q: 3 clusters Score -1980897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1980894.000000 Penalty: 918.950317
	Iteration 74Q: 3 clusters Score -1980894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1980895.250000 Penalty: 918.950317
	Iteration 75Q: 3 clusters Score -1980895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1980895.250000 Penalty: 918.950317
	Iteration 76F: 3 clusters Score -1980895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Entering Unmasked Estep 
Score: -472364.156250 Penalty: 396.175446
	Iteration 0F: 2 clusters Score -472364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -468259.812500 Penalty: 792.350891
	Iteration 0F: 3 clusters Score -468259.8 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -469696.875000 Penalty: 792.350891
	Iteration 1F: 3 clusters Score -469696.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -469816.500000 Penalty: 792.350891
	Iteration 2Q: 3 clusters Score -469816.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -469989.187500 Penalty: 792.350891
	Iteration 3F: 3 clusters Score -469989.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -470235.218750 Penalty: 792.350891
	Iteration 4F: 3 clusters Score -470235.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -470556.031250 Penalty: 792.350891
	Iteration 5F: 3 clusters Score -470556 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -470941.593750 Penalty: 792.350891
	Iteration 6F: 3 clusters Score -470941.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -471359.656250 Penalty: 792.350891
	Iteration 7F: 3 clusters Score -471359.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -471692.906250 Penalty: 792.350891
	Iteration 8F: 3 clusters Score -471692.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -471856.656250 Penalty: 792.350891
	Iteration 9Q: 3 clusters Score -471856.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -471933.875000 Penalty: 792.350891
	Iteration 10Q: 3 clusters Score -471933.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -471971.750000 Penalty: 792.350891
	Iteration 11Q: 3 clusters Score -471971.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -471999.468750 Penalty: 792.350891
	Iteration 12Q: 3 clusters Score -471999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -472009.968750 Penalty: 792.350891
	Iteration 13Q: 3 clusters Score -472010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -472018.000000 Penalty: 792.350891
	Iteration 14Q: 3 clusters Score -472018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -472017.843750 Penalty: 792.350891
	Iteration 15Q: 3 clusters Score -472017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -472017.843750 Penalty: 792.350891
	Iteration 16F: 3 clusters Score -472017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Entering Unmasked Estep 
Score: -70354.156250 Penalty: 310.261047
	Iteration 0F: 2 clusters Score -70354.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69603.351562 Penalty: 620.522095
	Iteration 0F: 3 clusters Score -69603.35 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69818.390625 Penalty: 620.522095
	Iteration 1F: 3 clusters Score -69818.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -69871.570312 Penalty: 620.522095
	Iteration 2F: 3 clusters Score -69871.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -69908.375000 Penalty: 620.522095
	Iteration 3F: 3 clusters Score -69908.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69931.945312 Penalty: 620.522095
	Iteration 4Q: 3 clusters Score -69931.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69950.125000 Penalty: 620.522095
	Iteration 5Q: 3 clusters Score -69950.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -69963.289062 Penalty: 620.522095
	Iteration 6Q: 3 clusters Score -69963.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69972.164062 Penalty: 620.522095
	Iteration 7Q: 3 clusters Score -69972.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -69978.648438 Penalty: 620.522095
	Iteration 8Q: 3 clusters Score -69978.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -69982.648438 Penalty: 620.522095
	Iteration 9Q: 3 clusters Score -69982.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -69985.976562 Penalty: 620.522095
	Iteration 10Q: 3 clusters Score -69985.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -69991.515625 Penalty: 620.522095
	Iteration 11Q: 3 clusters Score -69991.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -70000.500000 Penalty: 620.522095
	Iteration 12Q: 3 clusters Score -70000.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70013.703125 Penalty: 620.522095
	Iteration 13Q: 3 clusters Score -70013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -70021.406250 Penalty: 620.522095
	Iteration 14Q: 3 clusters Score -70021.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -70036.429688 Penalty: 620.522095
	Iteration 15Q: 3 clusters Score -70036.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -70044.171875 Penalty: 620.522095
	Iteration 16Q: 3 clusters Score -70044.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -70056.000000 Penalty: 620.522095
	Iteration 17Q: 3 clusters Score -70056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -70063.710938 Penalty: 620.522095
	Iteration 18Q: 3 clusters Score -70063.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -70069.929688 Penalty: 620.522095
	Iteration 19Q: 3 clusters Score -70069.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -70072.812500 Penalty: 620.522095
	Iteration 20F: 3 clusters Score -70072.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70073.421875 Penalty: 620.522095
	Iteration 21Q: 3 clusters Score -70073.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70074.289062 Penalty: 620.522095
	Iteration 22Q: 3 clusters Score -70074.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -70074.523438 Penalty: 620.522095
	Iteration 23Q: 3 clusters Score -70074.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -70074.523438 Penalty: 620.522095
	Iteration 24F: 3 clusters Score -70074.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (13963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Entering Unmasked Estep 
Score: -1144690.000000 Penalty: 434.259583
	Iteration 0F: 2 clusters Score -1144690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1135461.125000 Penalty: 868.519165
	Iteration 0F: 3 clusters Score -1135461 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1140361.625000 Penalty: 868.519165
	Iteration 1F: 3 clusters Score -1140362 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1141732.125000 Penalty: 868.519165
	Iteration 2F: 3 clusters Score -1141732 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1143029.625000 Penalty: 868.519165
	Iteration 3F: 3 clusters Score -1143030 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1143543.000000 Penalty: 868.519165
	Iteration 4F: 3 clusters Score -1143543 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1143728.500000 Penalty: 868.519165
	Iteration 5Q: 3 clusters Score -1143728 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1143842.375000 Penalty: 868.519165
	Iteration 6Q: 3 clusters Score -1143842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1143911.250000 Penalty: 868.519165
	Iteration 7Q: 3 clusters Score -1143911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1143950.625000 Penalty: 868.519165
	Iteration 8Q: 3 clusters Score -1143951 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1143947.750000 Penalty: 868.519165
	Iteration 9Q: 3 clusters Score -1143948 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1143971.875000 Penalty: 868.519165
	Iteration 10Q: 3 clusters Score -1143972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1143967.375000 Penalty: 868.519165
	Iteration 11Q: 3 clusters Score -1143967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1143971.125000 Penalty: 868.519165
	Iteration 12Q: 3 clusters Score -1143971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1143970.125000 Penalty: 868.519165
	Iteration 13Q: 3 clusters Score -1143970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1143965.875000 Penalty: 868.519165
	Iteration 14Q: 3 clusters Score -1143966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1143970.500000 Penalty: 868.519165
	Iteration 15Q: 3 clusters Score -1143970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1143971.500000 Penalty: 868.519165
	Iteration 16Q: 3 clusters Score -1143972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1143980.625000 Penalty: 868.519165
	Iteration 17Q: 3 clusters Score -1143981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1143981.125000 Penalty: 868.519165
	Iteration 18Q: 3 clusters Score -1143981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1143978.625000 Penalty: 868.519165
	Iteration 19Q: 3 clusters Score -1143979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1143980.250000 Penalty: 868.519165
	Iteration 20F: 3 clusters Score -1143980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1143980.500000 Penalty: 868.519165
	Iteration 21Q: 3 clusters Score -1143980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1143979.750000 Penalty: 868.519165
	Iteration 22Q: 3 clusters Score -1143980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1143984.250000 Penalty: 868.519165
	Iteration 23Q: 3 clusters Score -1143984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1143982.250000 Penalty: 868.519165
	Iteration 24Q: 3 clusters Score -1143982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1143980.125000 Penalty: 868.519165
	Iteration 25Q: 3 clusters Score -1143980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1143982.375000 Penalty: 868.519165
	Iteration 26Q: 3 clusters Score -1143982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1143983.625000 Penalty: 868.519165
	Iteration 27Q: 3 clusters Score -1143984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1143986.000000 Penalty: 868.519165
	Iteration 28Q: 3 clusters Score -1143986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1143983.375000 Penalty: 868.519165
	Iteration 29Q: 3 clusters Score -1143983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1143984.750000 Penalty: 868.519165
	Iteration 30Q: 3 clusters Score -1143985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1143983.250000 Penalty: 868.519165
	Iteration 31Q: 3 clusters Score -1143983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1143983.250000 Penalty: 868.519165
	Iteration 32F: 3 clusters Score -1143983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9053.744141 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9053.744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9137.330078 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9137.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9152.615234 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9152.615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9167.140625 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9167.141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9169.779297 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9169.779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9170.601562 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9170.602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9170.601562 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -9170.602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15335.836914 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15335.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15025.300781 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -15025.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15115.204102 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15115.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15161.392578 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -15161.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15175.334961 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -15175.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15185.624023 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15185.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15194.149414 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -15194.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15200.042969 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -15200.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15200.042969 Penalty: 493.670471
	Iteration 7F: 3 clusters Score -15200.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Entering Unmasked Estep 
Score: -2920472.750000 Penalty: 477.924438
	Iteration 0F: 2 clusters Score -2920473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2898005.000000 Penalty: 955.848877
	Iteration 0F: 3 clusters Score -2898005 nChanged 17489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2908915.250000 Penalty: 955.848877
	Iteration 1F: 3 clusters Score -2908915 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2909853.750000 Penalty: 955.848877
	Iteration 2F: 3 clusters Score -2909854 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2911347.000000 Penalty: 955.848877
	Iteration 3F: 3 clusters Score -2911347 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2913342.750000 Penalty: 955.848877
	Iteration 4F: 3 clusters Score -2913343 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2915258.000000 Penalty: 955.848877
	Iteration 5F: 3 clusters Score -2915258 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2916086.750000 Penalty: 955.848877
	Iteration 6F: 3 clusters Score -2916087 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2916284.250000 Penalty: 955.848877
	Iteration 7Q: 3 clusters Score -2916284 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2916357.250000 Penalty: 955.848877
	Iteration 8Q: 3 clusters Score -2916357 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2916407.500000 Penalty: 955.848877
	Iteration 9Q: 3 clusters Score -2916408 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2916457.500000 Penalty: 955.848877
	Iteration 10Q: 3 clusters Score -2916458 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2916476.250000 Penalty: 955.848877
	Iteration 11Q: 3 clusters Score -2916476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2916497.500000 Penalty: 955.848877
	Iteration 12Q: 3 clusters Score -2916498 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2916521.500000 Penalty: 955.848877
	Iteration 13Q: 3 clusters Score -2916522 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2916571.000000 Penalty: 955.848877
	Iteration 14Q: 3 clusters Score -2916571 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2916586.500000 Penalty: 955.848877
	Iteration 15Q: 3 clusters Score -2916586 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2916627.500000 Penalty: 955.848877
	Iteration 16Q: 3 clusters Score -2916628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2916683.750000 Penalty: 955.848877
	Iteration 17Q: 3 clusters Score -2916684 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2916739.000000 Penalty: 955.848877
	Iteration 18Q: 3 clusters Score -2916739 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2916784.500000 Penalty: 955.848877
	Iteration 19Q: 3 clusters Score -2916784 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2916871.000000 Penalty: 955.848877
	Iteration 20F: 3 clusters Score -2916871 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2916975.000000 Penalty: 955.848877
	Iteration 21Q: 3 clusters Score -2916975 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2917096.250000 Penalty: 955.848877
	Iteration 22Q: 3 clusters Score -2917096 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2917240.250000 Penalty: 955.848877
	Iteration 23Q: 3 clusters Score -2917240 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2917411.750000 Penalty: 955.848877
	Iteration 24Q: 3 clusters Score -2917412 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2917586.000000 Penalty: 955.848877
	Iteration 25Q: 3 clusters Score -2917586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2917747.750000 Penalty: 955.848877
	Iteration 26Q: 3 clusters Score -2917748 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2917905.750000 Penalty: 955.848877
	Iteration 27Q: 3 clusters Score -2917906 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2918036.000000 Penalty: 955.848877
	Iteration 28Q: 3 clusters Score -2918036 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2918147.750000 Penalty: 955.848877
	Iteration 29Q: 3 clusters Score -2918148 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2918217.000000 Penalty: 955.848877
	Iteration 30Q: 3 clusters Score -2918217 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2918283.500000 Penalty: 955.848877
	Iteration 31Q: 3 clusters Score -2918284 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2918317.000000 Penalty: 955.848877
	Iteration 32Q: 3 clusters Score -2918317 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2918352.250000 Penalty: 955.848877
	Iteration 33Q: 3 clusters Score -2918352 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2918370.500000 Penalty: 955.848877
	Iteration 34Q: 3 clusters Score -2918370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2918398.500000 Penalty: 955.848877
	Iteration 35Q: 3 clusters Score -2918398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2918413.500000 Penalty: 955.848877
	Iteration 36Q: 3 clusters Score -2918414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2918433.250000 Penalty: 955.848877
	Iteration 37Q: 3 clusters Score -2918433 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2918452.750000 Penalty: 955.848877
	Iteration 38Q: 3 clusters Score -2918453 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2918469.000000 Penalty: 955.848877
	Iteration 39Q: 3 clusters Score -2918469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2918479.250000 Penalty: 955.848877
	Iteration 40F: 3 clusters Score -2918479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2918484.250000 Penalty: 955.848877
	Iteration 41Q: 3 clusters Score -2918484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2918480.250000 Penalty: 955.848877
	Iteration 42Q: 3 clusters Score -2918480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2918485.500000 Penalty: 955.848877
	Iteration 43Q: 3 clusters Score -2918486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2918485.750000 Penalty: 955.848877
	Iteration 44Q: 3 clusters Score -2918486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2918484.000000 Penalty: 955.848877
	Iteration 45Q: 3 clusters Score -2918484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2918485.500000 Penalty: 955.848877
	Iteration 46Q: 3 clusters Score -2918486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2918478.250000 Penalty: 955.848877
	Iteration 47Q: 3 clusters Score -2918478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2918475.250000 Penalty: 955.848877
	Iteration 48Q: 3 clusters Score -2918475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2918485.500000 Penalty: 955.848877
	Iteration 49Q: 3 clusters Score -2918486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2918492.750000 Penalty: 955.848877
	Iteration 50Q: 3 clusters Score -2918493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2918501.000000 Penalty: 955.848877
	Iteration 51Q: 3 clusters Score -2918501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2918507.750000 Penalty: 955.848877
	Iteration 52Q: 3 clusters Score -2918508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2918507.250000 Penalty: 955.848877
	Iteration 53Q: 3 clusters Score -2918507 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2918505.000000 Penalty: 955.848877
	Iteration 54Q: 3 clusters Score -2918505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2918506.500000 Penalty: 955.848877
	Iteration 55Q: 3 clusters Score -2918506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2918515.250000 Penalty: 955.848877
	Iteration 56Q: 3 clusters Score -2918515 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2918518.500000 Penalty: 955.848877
	Iteration 57Q: 3 clusters Score -2918518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2918516.500000 Penalty: 955.848877
	Iteration 58Q: 3 clusters Score -2918516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2918520.750000 Penalty: 955.848877
	Iteration 59Q: 3 clusters Score -2918521 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2918533.250000 Penalty: 955.848877
	Iteration 60F: 3 clusters Score -2918533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2918538.000000 Penalty: 955.848877
	Iteration 61Q: 3 clusters Score -2918538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2918537.500000 Penalty: 955.848877
	Iteration 62Q: 3 clusters Score -2918538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2918542.250000 Penalty: 955.848877
	Iteration 63Q: 3 clusters Score -2918542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2918551.750000 Penalty: 955.848877
	Iteration 64Q: 3 clusters Score -2918552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2918553.250000 Penalty: 955.848877
	Iteration 65Q: 3 clusters Score -2918553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2918550.000000 Penalty: 955.848877
	Iteration 66Q: 3 clusters Score -2918550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2918551.750000 Penalty: 955.848877
	Iteration 67Q: 3 clusters Score -2918552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2918552.250000 Penalty: 955.848877
	Iteration 68Q: 3 clusters Score -2918552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2918551.750000 Penalty: 955.848877
	Iteration 69Q: 3 clusters Score -2918552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2918572.250000 Penalty: 955.848877
	Iteration 70Q: 3 clusters Score -2918572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2918565.000000 Penalty: 955.848877
	Iteration 71Q: 3 clusters Score -2918565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2918580.250000 Penalty: 955.848877
	Iteration 72Q: 3 clusters Score -2918580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2918585.750000 Penalty: 955.848877
	Iteration 73Q: 3 clusters Score -2918586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2918597.250000 Penalty: 955.848877
	Iteration 74Q: 3 clusters Score -2918597 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2918601.000000 Penalty: 955.848877
	Iteration 75Q: 3 clusters Score -2918601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2918589.750000 Penalty: 955.848877
	Iteration 76Q: 3 clusters Score -2918590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2918587.250000 Penalty: 955.848877
	Iteration 77Q: 3 clusters Score -2918587 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2918592.250000 Penalty: 955.848877
	Iteration 78Q: 3 clusters Score -2918592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2918606.000000 Penalty: 955.848877
	Iteration 79Q: 3 clusters Score -2918606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2918621.000000 Penalty: 955.848877
	Iteration 80F: 3 clusters Score -2918621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2918628.000000 Penalty: 955.848877
	Iteration 81Q: 3 clusters Score -2918628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2918634.500000 Penalty: 955.848877
	Iteration 82Q: 3 clusters Score -2918634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2918642.500000 Penalty: 955.848877
	Iteration 83Q: 3 clusters Score -2918642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2918651.000000 Penalty: 955.848877
	Iteration 84Q: 3 clusters Score -2918651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2918664.500000 Penalty: 955.848877
	Iteration 85Q: 3 clusters Score -2918664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2918662.500000 Penalty: 955.848877
	Iteration 86Q: 3 clusters Score -2918662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2918678.750000 Penalty: 955.848877
	Iteration 87Q: 3 clusters Score -2918679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2918693.250000 Penalty: 955.848877
	Iteration 88Q: 3 clusters Score -2918693 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2918697.250000 Penalty: 955.848877
	Iteration 89Q: 3 clusters Score -2918697 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -2918697.000000 Penalty: 955.848877
	Iteration 90Q: 3 clusters Score -2918697 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2918701.000000 Penalty: 955.848877
	Iteration 91Q: 3 clusters Score -2918701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -2918709.500000 Penalty: 955.848877
	Iteration 92Q: 3 clusters Score -2918710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2918723.500000 Penalty: 955.848877
	Iteration 93Q: 3 clusters Score -2918724 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -2918723.500000 Penalty: 955.848877
	Iteration 94Q: 3 clusters Score -2918724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2918746.500000 Penalty: 955.848877
	Iteration 95Q: 3 clusters Score -2918746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -2918760.250000 Penalty: 955.848877
	Iteration 96Q: 3 clusters Score -2918760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -2918763.500000 Penalty: 955.848877
	Iteration 97Q: 3 clusters Score -2918764 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2918774.500000 Penalty: 955.848877
	Iteration 98Q: 3 clusters Score -2918774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2918775.250000 Penalty: 955.848877
	Iteration 99Q: 3 clusters Score -2918775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2918781.500000 Penalty: 955.848877
	Iteration 100F: 3 clusters Score -2918782 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2918786.500000 Penalty: 955.848877
	Iteration 101Q: 3 clusters Score -2918786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2918795.500000 Penalty: 955.848877
	Iteration 102Q: 3 clusters Score -2918796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -2918826.750000 Penalty: 955.848877
	Iteration 103Q: 3 clusters Score -2918827 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2918860.250000 Penalty: 955.848877
	Iteration 104Q: 3 clusters Score -2918860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -2918876.000000 Penalty: 955.848877
	Iteration 105Q: 3 clusters Score -2918876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2918895.250000 Penalty: 955.848877
	Iteration 106Q: 3 clusters Score -2918895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2918909.000000 Penalty: 955.848877
	Iteration 107Q: 3 clusters Score -2918909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -2918927.000000 Penalty: 955.848877
	Iteration 108Q: 3 clusters Score -2918927 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -2918966.000000 Penalty: 955.848877
	Iteration 109Q: 3 clusters Score -2918966 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2919003.500000 Penalty: 955.848877
	Iteration 110Q: 3 clusters Score -2919004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -2919041.500000 Penalty: 955.848877
	Iteration 111Q: 3 clusters Score -2919042 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -2919082.500000 Penalty: 955.848877
	Iteration 112Q: 3 clusters Score -2919082 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2919135.000000 Penalty: 955.848877
	Iteration 113Q: 3 clusters Score -2919135 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -2919176.250000 Penalty: 955.848877
	Iteration 114Q: 3 clusters Score -2919176 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2919214.250000 Penalty: 955.848877
	Iteration 115Q: 3 clusters Score -2919214 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2919261.000000 Penalty: 955.848877
	Iteration 116Q: 3 clusters Score -2919261 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -2919322.750000 Penalty: 955.848877
	Iteration 117Q: 3 clusters Score -2919323 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -2919373.750000 Penalty: 955.848877
	Iteration 118Q: 3 clusters Score -2919374 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -2919450.500000 Penalty: 955.848877
	Iteration 119Q: 3 clusters Score -2919450 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2919493.250000 Penalty: 955.848877
	Iteration 120F: 3 clusters Score -2919493 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -2919539.750000 Penalty: 955.848877
	Iteration 121Q: 3 clusters Score -2919540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -2919582.750000 Penalty: 955.848877
	Iteration 122Q: 3 clusters Score -2919583 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -2919624.250000 Penalty: 955.848877
	Iteration 123Q: 3 clusters Score -2919624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -2919695.750000 Penalty: 955.848877
	Iteration 124Q: 3 clusters Score -2919696 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -2919723.750000 Penalty: 955.848877
	Iteration 125Q: 3 clusters Score -2919724 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -2919770.750000 Penalty: 955.848877
	Iteration 126Q: 3 clusters Score -2919771 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -2919805.000000 Penalty: 955.848877
	Iteration 127Q: 3 clusters Score -2919805 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -2919836.750000 Penalty: 955.848877
	Iteration 128Q: 3 clusters Score -2919837 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2919899.500000 Penalty: 955.848877
	Iteration 129Q: 3 clusters Score -2919900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2919928.500000 Penalty: 955.848877
	Iteration 130Q: 3 clusters Score -2919928 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -2919960.000000 Penalty: 955.848877
	Iteration 131Q: 3 clusters Score -2919960 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -2920006.750000 Penalty: 955.848877
	Iteration 132Q: 3 clusters Score -2920007 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -2920066.000000 Penalty: 955.848877
	Iteration 133Q: 3 clusters Score -2920066 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -2920093.000000 Penalty: 955.848877
	Iteration 134Q: 3 clusters Score -2920093 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -2920118.000000 Penalty: 955.848877
	Iteration 135Q: 3 clusters Score -2920118 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -2920156.500000 Penalty: 955.848877
	Iteration 136Q: 3 clusters Score -2920156 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -2920187.250000 Penalty: 955.848877
	Iteration 137Q: 3 clusters Score -2920187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -2920220.500000 Penalty: 955.848877
	Iteration 138Q: 3 clusters Score -2920220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2920260.250000 Penalty: 955.848877
	Iteration 139Q: 3 clusters Score -2920260 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -2920269.750000 Penalty: 955.848877
	Iteration 140F: 3 clusters Score -2920270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -2920304.750000 Penalty: 955.848877
	Iteration 141Q: 3 clusters Score -2920305 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -2920322.500000 Penalty: 955.848877
	Iteration 142Q: 3 clusters Score -2920322 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2920349.250000 Penalty: 955.848877
	Iteration 143Q: 3 clusters Score -2920349 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2920365.500000 Penalty: 955.848877
	Iteration 144Q: 3 clusters Score -2920366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -2920393.500000 Penalty: 955.848877
	Iteration 145Q: 3 clusters Score -2920394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -2920399.000000 Penalty: 955.848877
	Iteration 146Q: 3 clusters Score -2920399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -2920417.750000 Penalty: 955.848877
	Iteration 147Q: 3 clusters Score -2920418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -2920421.500000 Penalty: 955.848877
	Iteration 148Q: 3 clusters Score -2920422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -2920430.000000 Penalty: 955.848877
	Iteration 149Q: 3 clusters Score -2920430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -2920424.250000 Penalty: 955.848877
	Iteration 150Q: 3 clusters Score -2920424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -2920411.000000 Penalty: 955.848877
	Iteration 151Q: 3 clusters Score -2920411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -2920401.750000 Penalty: 955.848877
	Iteration 152Q: 3 clusters Score -2920402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -2920403.250000 Penalty: 955.848877
	Iteration 153Q: 3 clusters Score -2920403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -2920395.250000 Penalty: 955.848877
	Iteration 154Q: 3 clusters Score -2920395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -2920391.500000 Penalty: 955.848877
	Iteration 155Q: 3 clusters Score -2920392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -2920393.000000 Penalty: 955.848877
	Iteration 156Q: 3 clusters Score -2920393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -2920395.250000 Penalty: 955.848877
	Iteration 157Q: 3 clusters Score -2920395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -2920387.750000 Penalty: 955.848877
	Iteration 158Q: 3 clusters Score -2920388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -2920378.000000 Penalty: 955.848877
	Iteration 159Q: 3 clusters Score -2920378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -2920377.250000 Penalty: 955.848877
	Iteration 160F: 3 clusters Score -2920377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -2920382.500000 Penalty: 955.848877
	Iteration 161Q: 3 clusters Score -2920382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -2920379.000000 Penalty: 955.848877
	Iteration 162Q: 3 clusters Score -2920379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2920377.000000 Penalty: 955.848877
	Iteration 163Q: 3 clusters Score -2920377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2920377.500000 Penalty: 955.848877
	Iteration 164Q: 3 clusters Score -2920378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -2920365.250000 Penalty: 955.848877
	Iteration 165Q: 3 clusters Score -2920365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -2920373.500000 Penalty: 955.848877
	Iteration 166Q: 3 clusters Score -2920374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -2920374.000000 Penalty: 955.848877
	Iteration 167Q: 3 clusters Score -2920374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -2920352.750000 Penalty: 955.848877
	Iteration 168Q: 3 clusters Score -2920353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -2920345.750000 Penalty: 955.848877
	Iteration 169Q: 3 clusters Score -2920346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -2920347.500000 Penalty: 955.848877
	Iteration 170Q: 3 clusters Score -2920348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -2920341.500000 Penalty: 955.848877
	Iteration 171Q: 3 clusters Score -2920342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -2920337.500000 Penalty: 955.848877
	Iteration 172Q: 3 clusters Score -2920338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -2920332.750000 Penalty: 955.848877
	Iteration 173Q: 3 clusters Score -2920333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -2920329.750000 Penalty: 955.848877
	Iteration 174Q: 3 clusters Score -2920330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -2920332.500000 Penalty: 955.848877
	Iteration 175Q: 3 clusters Score -2920332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -2920330.750000 Penalty: 955.848877
	Iteration 176Q: 3 clusters Score -2920331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -2920329.000000 Penalty: 955.848877
	Iteration 177Q: 3 clusters Score -2920329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -2920320.000000 Penalty: 955.848877
	Iteration 178Q: 3 clusters Score -2920320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -2920319.000000 Penalty: 955.848877
	Iteration 179Q: 3 clusters Score -2920319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -2920319.750000 Penalty: 955.848877
	Iteration 180F: 3 clusters Score -2920320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -2920303.500000 Penalty: 955.848877
	Iteration 181Q: 3 clusters Score -2920304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -2920303.500000 Penalty: 955.848877
	Iteration 182Q: 3 clusters Score -2920304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -2920295.250000 Penalty: 955.848877
	Iteration 183Q: 3 clusters Score -2920295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -2920293.250000 Penalty: 955.848877
	Iteration 184Q: 3 clusters Score -2920293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -2920290.750000 Penalty: 955.848877
	Iteration 185Q: 3 clusters Score -2920291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -2920281.000000 Penalty: 955.848877
	Iteration 186Q: 3 clusters Score -2920281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -2920278.000000 Penalty: 955.848877
	Iteration 187Q: 3 clusters Score -2920278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -2920276.750000 Penalty: 955.848877
	Iteration 188Q: 3 clusters Score -2920277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -2920275.750000 Penalty: 955.848877
	Iteration 189Q: 3 clusters Score -2920276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -2920272.500000 Penalty: 955.848877
	Iteration 190Q: 3 clusters Score -2920272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -2920269.250000 Penalty: 955.848877
	Iteration 191Q: 3 clusters Score -2920269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -2920264.500000 Penalty: 955.848877
	Iteration 192Q: 3 clusters Score -2920264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -2920253.000000 Penalty: 955.848877
	Iteration 193Q: 3 clusters Score -2920253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -2920253.500000 Penalty: 955.848877
	Iteration 194Q: 3 clusters Score -2920254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -2920251.250000 Penalty: 955.848877
	Iteration 195Q: 3 clusters Score -2920251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -2920247.000000 Penalty: 955.848877
	Iteration 196Q: 3 clusters Score -2920247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -2920248.500000 Penalty: 955.848877
	Iteration 197Q: 3 clusters Score -2920248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -2920243.750000 Penalty: 955.848877
	Iteration 198Q: 3 clusters Score -2920244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -2920241.250000 Penalty: 955.848877
	Iteration 199Q: 3 clusters Score -2920241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -2920234.500000 Penalty: 955.848877
	Iteration 200F: 3 clusters Score -2920234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -2920231.000000 Penalty: 955.848877
	Iteration 201Q: 3 clusters Score -2920231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -2920222.750000 Penalty: 955.848877
	Iteration 202Q: 3 clusters Score -2920223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -2920216.750000 Penalty: 955.848877
	Iteration 203Q: 3 clusters Score -2920217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -2920216.500000 Penalty: 955.848877
	Iteration 204Q: 3 clusters Score -2920216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -2920210.250000 Penalty: 955.848877
	Iteration 205Q: 3 clusters Score -2920210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -2920214.750000 Penalty: 955.848877
	Iteration 206Q: 3 clusters Score -2920215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -2920207.000000 Penalty: 955.848877
	Iteration 207Q: 3 clusters Score -2920207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -2920202.500000 Penalty: 955.848877
	Iteration 208Q: 3 clusters Score -2920202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -2920204.500000 Penalty: 955.848877
	Iteration 209Q: 3 clusters Score -2920204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -2920200.750000 Penalty: 955.848877
	Iteration 210Q: 3 clusters Score -2920201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -2920199.500000 Penalty: 955.848877
	Iteration 211Q: 3 clusters Score -2920200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -2920204.500000 Penalty: 955.848877
	Iteration 212Q: 3 clusters Score -2920204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -2920196.000000 Penalty: 955.848877
	Iteration 213Q: 3 clusters Score -2920196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -2920196.250000 Penalty: 955.848877
	Iteration 214Q: 3 clusters Score -2920196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -2920197.000000 Penalty: 955.848877
	Iteration 215Q: 3 clusters Score -2920197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -2920196.750000 Penalty: 955.848877
	Iteration 216Q: 3 clusters Score -2920197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -2920196.750000 Penalty: 955.848877
	Iteration 217F: 3 clusters Score -2920197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 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 114 members 
Entering Unmasked Estep 
Score: -9163.953125 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9163.953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9315.653320 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9315.653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9355.466797 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9355.467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9378.692383 Penalty: 501.722015
	Iteration 3F: 3 clusters Score -9378.692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9415.479492 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9415.479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9422.891602 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9422.892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9442.057617 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9442.058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9454.102539 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9454.103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9456.406250 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9456.406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9456.406250 Penalty: 501.722015
	Iteration 9F: 3 clusters Score -9456.406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -22156.394531 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -22156.39 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 156 members 
Entering Unmasked Estep 
Score: -21767.845703 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -21767.85 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21856.804688 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -21856.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21885.882812 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -21885.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21911.886719 Penalty: 524.632385
	Iteration 3F: 3 clusters Score -21911.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21930.910156 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -21930.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21942.888672 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -21942.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21946.951172 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -21946.95 nChanged 1
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: -21947.378906 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -21947.38 nChanged 0
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: -21947.378906 Penalty: 524.632385
	Iteration 8F: 3 clusters Score -21947.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (22464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Entering Unmasked Estep 
Score: -1827574.375000 Penalty: 455.894958
	Iteration 0F: 2 clusters Score -1827574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1813036.125000 Penalty: 911.789917
	Iteration 0F: 3 clusters Score -1813036 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1819442.500000 Penalty: 911.789917
	Iteration 1F: 3 clusters Score -1819442 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1819944.500000 Penalty: 911.789917
	Iteration 2Q: 3 clusters Score -1819944 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1820662.750000 Penalty: 911.789917
	Iteration 3F: 3 clusters Score -1820663 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1821753.125000 Penalty: 911.789917
	Iteration 4F: 3 clusters Score -1821753 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1823115.750000 Penalty: 911.789917
	Iteration 5F: 3 clusters Score -1823116 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1824130.750000 Penalty: 911.789917
	Iteration 6F: 3 clusters Score -1824131 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1824670.750000 Penalty: 911.789917
	Iteration 7Q: 3 clusters Score -1824671 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1825103.000000 Penalty: 911.789917
	Iteration 8Q: 3 clusters Score -1825103 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1825568.625000 Penalty: 911.789917
	Iteration 9Q: 3 clusters Score -1825569 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1826019.250000 Penalty: 911.789917
	Iteration 10Q: 3 clusters Score -1826019 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1826438.125000 Penalty: 911.789917
	Iteration 11Q: 3 clusters Score -1826438 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1826733.625000 Penalty: 911.789917
	Iteration 12Q: 3 clusters Score -1826734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1826928.000000 Penalty: 911.789917
	Iteration 13Q: 3 clusters Score -1826928 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1827066.375000 Penalty: 911.789917
	Iteration 14Q: 3 clusters Score -1827066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1827118.250000 Penalty: 911.789917
	Iteration 15Q: 3 clusters Score -1827118 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1827159.250000 Penalty: 911.789917
	Iteration 16Q: 3 clusters Score -1827159 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1827207.000000 Penalty: 911.789917
	Iteration 17Q: 3 clusters Score -1827207 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1827221.250000 Penalty: 911.789917
	Iteration 18Q: 3 clusters Score -1827221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1827233.750000 Penalty: 911.789917
	Iteration 19Q: 3 clusters Score -1827234 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1827236.875000 Penalty: 911.789917
	Iteration 20F: 3 clusters Score -1827237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1827243.000000 Penalty: 911.789917
	Iteration 21Q: 3 clusters Score -1827243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1827244.750000 Penalty: 911.789917
	Iteration 22Q: 3 clusters Score -1827245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1827250.125000 Penalty: 911.789917
	Iteration 23Q: 3 clusters Score -1827250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1827240.125000 Penalty: 911.789917
	Iteration 24Q: 3 clusters Score -1827240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1827245.625000 Penalty: 911.789917
	Iteration 25Q: 3 clusters Score -1827246 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1827258.625000 Penalty: 911.789917
	Iteration 26Q: 3 clusters Score -1827259 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1827255.875000 Penalty: 911.789917
	Iteration 27Q: 3 clusters Score -1827256 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1827262.250000 Penalty: 911.789917
	Iteration 28Q: 3 clusters Score -1827262 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1827273.125000 Penalty: 911.789917
	Iteration 29Q: 3 clusters Score -1827273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1827269.375000 Penalty: 911.789917
	Iteration 30Q: 3 clusters Score -1827269 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1827269.000000 Penalty: 911.789917
	Iteration 31Q: 3 clusters Score -1827269 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1827256.000000 Penalty: 911.789917
	Iteration 32Q: 3 clusters Score -1827256 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1827252.250000 Penalty: 911.789917
	Iteration 33Q: 3 clusters Score -1827252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1827266.000000 Penalty: 911.789917
	Iteration 34Q: 3 clusters Score -1827266 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1827256.375000 Penalty: 911.789917
	Iteration 35Q: 3 clusters Score -1827256 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1827254.125000 Penalty: 911.789917
	Iteration 36Q: 3 clusters Score -1827254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1827237.500000 Penalty: 911.789917
	Iteration 37Q: 3 clusters Score -1827238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1827219.750000 Penalty: 911.789917
	Iteration 38Q: 3 clusters Score -1827220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1827212.750000 Penalty: 911.789917
	Iteration 39Q: 3 clusters Score -1827213 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1827201.375000 Penalty: 911.789917
	Iteration 40F: 3 clusters Score -1827201 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1827191.250000 Penalty: 911.789917
	Iteration 41Q: 3 clusters Score -1827191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1827187.375000 Penalty: 911.789917
	Iteration 42Q: 3 clusters Score -1827187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1827194.250000 Penalty: 911.789917
	Iteration 43Q: 3 clusters Score -1827194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1827186.250000 Penalty: 911.789917
	Iteration 44Q: 3 clusters Score -1827186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1827189.375000 Penalty: 911.789917
	Iteration 45Q: 3 clusters Score -1827189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1827192.250000 Penalty: 911.789917
	Iteration 46Q: 3 clusters Score -1827192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1827193.500000 Penalty: 911.789917
	Iteration 47Q: 3 clusters Score -1827194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1827189.625000 Penalty: 911.789917
	Iteration 48Q: 3 clusters Score -1827190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1827187.250000 Penalty: 911.789917
	Iteration 49Q: 3 clusters Score -1827187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1827191.375000 Penalty: 911.789917
	Iteration 50Q: 3 clusters Score -1827191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1827189.000000 Penalty: 911.789917
	Iteration 51Q: 3 clusters Score -1827189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1827179.250000 Penalty: 911.789917
	Iteration 52Q: 3 clusters Score -1827179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1827187.125000 Penalty: 911.789917
	Iteration 53Q: 3 clusters Score -1827187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1827187.500000 Penalty: 911.789917
	Iteration 54Q: 3 clusters Score -1827188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1827191.250000 Penalty: 911.789917
	Iteration 55Q: 3 clusters Score -1827191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1827194.750000 Penalty: 911.789917
	Iteration 56Q: 3 clusters Score -1827195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1827194.375000 Penalty: 911.789917
	Iteration 57Q: 3 clusters Score -1827194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1827193.625000 Penalty: 911.789917
	Iteration 58Q: 3 clusters Score -1827194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1827190.125000 Penalty: 911.789917
	Iteration 59Q: 3 clusters Score -1827190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1827192.250000 Penalty: 911.789917
	Iteration 60F: 3 clusters Score -1827192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1827192.500000 Penalty: 911.789917
	Iteration 61Q: 3 clusters Score -1827192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1827193.125000 Penalty: 911.789917
	Iteration 62Q: 3 clusters Score -1827193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1827192.625000 Penalty: 911.789917
	Iteration 63Q: 3 clusters Score -1827193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1827193.625000 Penalty: 911.789917
	Iteration 64Q: 3 clusters Score -1827194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1827194.000000 Penalty: 911.789917
	Iteration 65Q: 3 clusters Score -1827194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1827193.750000 Penalty: 911.789917
	Iteration 66Q: 3 clusters Score -1827194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1827193.750000 Penalty: 911.789917
	Iteration 67F: 3 clusters Score -1827194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19651 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31329 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26559 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15165 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20909 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19285 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17366 members 
Mstep: Class 32 contains 23638 members 
Mstep: Class 33 contains 18223 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5816 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14880 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4752 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6484 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 18829 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20560 members 
Mstep: Class 61 contains 2647 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3618 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24303 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13963 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36455 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184188.000000 Penalty: 46951.042969
Iteration 399Q: 79 clusters Score -4.218419e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19649 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31338 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1958 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 26102 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15177 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20914 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19250 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17367 members 
Mstep: Class 32 contains 23637 members 
Mstep: Class 33 contains 18227 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5723 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14872 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4751 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6486 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 19251 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4800 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1786 members 
Mstep: Class 60 contains 20559 members 
Mstep: Class 61 contains 2636 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3616 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24221 members 
Mstep: Class 71 contains 6045 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13911 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36496 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184164.000000 Penalty: 46951.042969
Iteration 400F: 79 clusters Score -4.218416e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19648 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31362 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 25648 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15189 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20912 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 19111 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17365 members 
Mstep: Class 32 contains 23636 members 
Mstep: Class 33 contains 18234 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14867 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4749 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6487 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 19744 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4797 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1785 members 
Mstep: Class 60 contains 20561 members 
Mstep: Class 61 contains 2629 members 
Mstep: Class 62 contains 3201 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3613 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24146 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13828 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36558 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 22914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184200.000000 Penalty: 46951.042969
Iteration 401Q: 79 clusters Score -4.21842e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19643 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31390 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 25274 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 15202 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20912 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18862 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23634 members 
Mstep: Class 33 contains 18233 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5564 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14857 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4747 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6488 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 20312 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4803 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1783 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2614 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3610 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24037 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13764 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36670 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184204.000000 Penalty: 46951.042969
Iteration 402Q: 79 clusters Score -4.21842e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19639 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31417 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24984 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15217 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20909 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18483 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23634 members 
Mstep: Class 33 contains 18238 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5494 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14850 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 20840 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23296 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4821 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1779 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2598 members 
Mstep: Class 62 contains 3198 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3608 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 14501 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23924 members 
Mstep: Class 71 contains 6046 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13722 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36843 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184036.000000 Penalty: 46951.042969
Iteration 403Q: 79 clusters Score -4.218404e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19636 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31443 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1959 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24643 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4463 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15232 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20895 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18267 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17363 members 
Mstep: Class 32 contains 23632 members 
Mstep: Class 33 contains 18246 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5427 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14832 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 21204 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4835 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1773 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2592 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3607 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 14501 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23848 members 
Mstep: Class 71 contains 6047 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13680 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36962 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183828.000000 Penalty: 46951.042969
Iteration 404Q: 79 clusters Score -4.218383e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19637 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24383 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15254 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20875 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 18021 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23632 members 
Mstep: Class 33 contains 18238 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5355 members 
Mstep: Class 36 contains 2882 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14806 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1296 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 21501 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4852 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2585 members 
Mstep: Class 62 contains 3213 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3601 members 
Mstep: Class 65 contains 951 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23773 members 
Mstep: Class 71 contains 6047 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13626 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37071 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183744.000000 Penalty: 46951.042969
Iteration 405Q: 79 clusters Score -4.218374e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19637 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31501 members 
Mstep: Class 8 contains 3928 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24195 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 45042 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20869 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 17780 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23628 members 
Mstep: Class 33 contains 18241 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5286 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14775 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6475 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 21761 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4871 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1764 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2576 members 
Mstep: Class 62 contains 3211 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3575 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23718 members 
Mstep: Class 71 contains 6048 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13570 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37154 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183844.000000 Penalty: 46951.042969
Iteration 406Q: 79 clusters Score -4.218384e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19639 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31513 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24088 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15301 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6330 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20865 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 17494 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23624 members 
Mstep: Class 33 contains 18251 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14728 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6472 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 22080 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4887 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1757 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2572 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3566 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23678 members 
Mstep: Class 71 contains 6049 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13502 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37216 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 23981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183616.000000 Penalty: 46951.042969
Iteration 407Q: 79 clusters Score -4.218362e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19638 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31526 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20861 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 17226 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23620 members 
Mstep: Class 33 contains 18260 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5161 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14684 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 22371 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4893 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1749 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2562 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3556 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23646 members 
Mstep: Class 71 contains 6049 members 
Mstep: Class 72 contains 915 members 
Mstep: Class 73 contains 13463 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37257 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183456.000000 Penalty: 46951.042969
Iteration 408Q: 79 clusters Score -4.218346e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19635 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31538 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23851 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4929 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15356 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6329 members 
Mstep: Class 21 contains 21182 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20855 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 16901 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23614 members 
Mstep: Class 33 contains 18265 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5100 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14652 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4746 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 22715 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23297 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4900 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1740 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2554 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3543 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23647 members 
Mstep: Class 71 contains 6049 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13388 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37295 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182992.000000 Penalty: 46951.042969
Iteration 409Q: 79 clusters Score -4.218299e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19630 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31551 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23723 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5011 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15386 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6331 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20849 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 16480 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23610 members 
Mstep: Class 33 contains 18269 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 5042 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14610 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4745 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 23115 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23298 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4907 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2037 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1733 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2546 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3549 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23642 members 
Mstep: Class 71 contains 6050 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13349 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37378 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182704.000000 Penalty: 46951.042969
Iteration 410Q: 79 clusters Score -4.21827e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19628 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31563 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1974 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23637 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15417 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6332 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20849 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 15966 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17362 members 
Mstep: Class 32 contains 23606 members 
Mstep: Class 33 contains 18290 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4996 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14561 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4740 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 23618 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23299 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4918 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1722 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2537 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3537 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14502 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23623 members 
Mstep: Class 71 contains 6052 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13289 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37444 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182656.000000 Penalty: 46951.042969
Iteration 411Q: 79 clusters Score -4.218266e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19624 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31583 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23646 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20850 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 15355 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23603 members 
Mstep: Class 33 contains 18300 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4948 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14518 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4733 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6473 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24199 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23300 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4947 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1715 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2527 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3531 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23618 members 
Mstep: Class 71 contains 6055 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13226 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37479 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182236.000000 Penalty: 46951.042969
Iteration 412Q: 79 clusters Score -4.218224e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19616 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23689 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20849 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 14672 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23599 members 
Mstep: Class 33 contains 18312 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4896 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14471 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4731 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6474 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24764 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 4982 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1712 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2518 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3512 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14503 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23608 members 
Mstep: Class 71 contains 6057 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13159 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37593 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181916.000000 Penalty: 46951.042969
Iteration 413Q: 79 clusters Score -4.218192e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19606 members 
Mstep: Class 4 contains 19995 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23773 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5162 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15497 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20843 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 13967 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23596 members 
Mstep: Class 33 contains 18313 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4851 members 
Mstep: Class 36 contains 2887 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14434 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4729 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25295 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5012 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1702 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2503 members 
Mstep: Class 62 contains 3207 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3477 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14504 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23605 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13118 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37719 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181632.000000 Penalty: 46951.042969
Iteration 414Q: 79 clusters Score -4.218163e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19598 members 
Mstep: Class 4 contains 19995 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31618 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23878 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 45043 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20835 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 13301 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17362 members 
Mstep: Class 32 contains 23593 members 
Mstep: Class 33 contains 18313 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4813 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14399 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4727 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25758 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5047 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1689 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2481 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3455 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14504 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23589 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13078 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37833 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181528.000000 Penalty: 46951.042969
Iteration 415Q: 79 clusters Score -4.218153e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19590 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31629 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23983 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6334 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20828 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 12608 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 18318 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4780 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14346 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4726 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6481 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26331 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5075 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1671 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2450 members 
Mstep: Class 62 contains 3214 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3431 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14506 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23584 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13033 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37906 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181456.000000 Penalty: 46951.042969
Iteration 416Q: 79 clusters Score -4.218146e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19584 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31642 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24070 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5266 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 15539 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20821 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 11840 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23588 members 
Mstep: Class 33 contains 18320 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4729 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14301 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4726 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27036 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5101 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1658 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2425 members 
Mstep: Class 62 contains 3218 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3405 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14506 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23584 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 13007 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37937 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181424.000000 Penalty: 46951.042969
Iteration 417Q: 79 clusters Score -4.218142e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19581 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31668 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1956 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24077 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5259 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15544 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20816 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 10959 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23583 members 
Mstep: Class 33 contains 18322 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4680 members 
Mstep: Class 36 contains 2888 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14269 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4725 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27933 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5132 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1649 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2410 members 
Mstep: Class 62 contains 3226 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3384 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14506 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23587 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12983 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37978 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181384.000000 Penalty: 46951.042969
Iteration 418Q: 79 clusters Score -4.218138e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19579 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31679 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15543 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20812 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 10107 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23580 members 
Mstep: Class 33 contains 18333 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2886 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14250 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 28949 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23303 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5158 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1642 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2394 members 
Mstep: Class 62 contains 3224 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3373 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14506 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23594 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12958 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38027 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181356.000000 Penalty: 46951.042969
Iteration 419Q: 79 clusters Score -4.218136e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19576 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31693 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1958 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23950 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 5007 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15556 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20807 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9299 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23579 members 
Mstep: Class 33 contains 18345 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4616 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14223 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 29969 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5178 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1635 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2378 members 
Mstep: Class 62 contains 3224 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3375 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14507 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23605 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12937 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38046 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181392.000000 Penalty: 46951.042969
Iteration 420F: 79 clusters Score -4.218139e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19572 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31706 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23694 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20800 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8627 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17360 members 
Mstep: Class 32 contains 23575 members 
Mstep: Class 33 contains 18354 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4579 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14204 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 31025 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5203 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1625 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2371 members 
Mstep: Class 62 contains 3225 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3374 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14509 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23620 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12912 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38052 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181372.000000 Penalty: 46951.042969
Iteration 421Q: 79 clusters Score -4.218137e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19567 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31723 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23358 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15593 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20797 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8149 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23570 members 
Mstep: Class 33 contains 18359 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4536 members 
Mstep: Class 36 contains 2885 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14180 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 32008 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23301 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5225 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1624 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2368 members 
Mstep: Class 62 contains 3231 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3355 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23645 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12871 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38025 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42181076.000000 Penalty: 46951.042969
Iteration 422Q: 79 clusters Score -4.218108e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19565 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31746 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 23024 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4645 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15608 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20796 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7782 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23562 members 
Mstep: Class 33 contains 18362 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4481 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14167 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4719 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6476 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 32865 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5252 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1622 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2367 members 
Mstep: Class 62 contains 3235 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3346 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23680 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12843 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38006 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180744.000000 Penalty: 46951.042969
Iteration 423Q: 79 clusters Score -4.218074e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19563 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31763 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22644 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20796 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7526 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23558 members 
Mstep: Class 33 contains 18363 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4449 members 
Mstep: Class 36 contains 2882 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14149 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4719 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 33623 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5265 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1620 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2360 members 
Mstep: Class 62 contains 3238 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3339 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23724 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12826 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38030 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180632.000000 Penalty: 46951.042969
Iteration 424Q: 79 clusters Score -4.218063e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19562 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31775 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22329 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6335 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20793 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7337 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23556 members 
Mstep: Class 33 contains 18365 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4424 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14127 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4717 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 34256 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5277 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1618 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2353 members 
Mstep: Class 62 contains 3228 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3338 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23769 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12807 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 38001 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180416.000000 Penalty: 46951.042969
Iteration 425Q: 79 clusters Score -4.218042e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19559 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31791 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6336 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20788 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7266 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23554 members 
Mstep: Class 33 contains 18368 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4392 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14111 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4713 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 34764 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5290 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1622 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2345 members 
Mstep: Class 62 contains 3230 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3325 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23817 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 916 members 
Mstep: Class 73 contains 12786 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37910 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180120.000000 Penalty: 46951.042969
Iteration 426Q: 79 clusters Score -4.218012e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19552 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31801 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21819 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4285 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20784 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7262 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23552 members 
Mstep: Class 33 contains 18372 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4366 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14098 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4711 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35186 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5305 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1621 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2339 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3334 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23853 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12766 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37798 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180096.000000 Penalty: 46951.042969
Iteration 427Q: 79 clusters Score -4.21801e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19549 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31807 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21603 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 45044 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6338 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20778 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7278 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23551 members 
Mstep: Class 33 contains 18372 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4335 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14092 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4708 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6478 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35551 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5322 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1622 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2337 members 
Mstep: Class 62 contains 3233 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3355 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23877 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12751 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37687 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180072.000000 Penalty: 46951.042969
Iteration 428Q: 79 clusters Score -4.218007e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19548 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31810 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1993 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21466 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4144 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6339 members 
Mstep: Class 21 contains 21180 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20771 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7367 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 18375 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4302 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14112 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4708 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35789 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5335 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1623 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3382 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23909 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12723 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37515 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180092.000000 Penalty: 46951.042969
Iteration 429Q: 79 clusters Score -4.218009e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19542 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31814 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4086 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6340 members 
Mstep: Class 21 contains 21179 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7531 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23549 members 
Mstep: Class 33 contains 18368 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4277 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14112 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4708 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35911 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5360 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1626 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2337 members 
Mstep: Class 62 contains 3229 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3400 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23940 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12689 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37341 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180056.000000 Penalty: 46951.042969
Iteration 430Q: 79 clusters Score -4.218006e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19538 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31821 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21354 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 45048 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20756 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7724 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23551 members 
Mstep: Class 33 contains 18374 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4247 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14108 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4707 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6481 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35988 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5385 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1635 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 3224 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3411 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23963 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12637 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37161 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 24979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180020.000000 Penalty: 46951.042969
Iteration 431Q: 79 clusters Score -4.218002e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19532 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31834 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21311 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20752 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7942 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23551 members 
Mstep: Class 33 contains 18377 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4211 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14101 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4708 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35995 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5406 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1648 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2333 members 
Mstep: Class 62 contains 3223 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3415 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23989 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12591 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 37015 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180016.000000 Penalty: 46951.042969
Iteration 432Q: 79 clusters Score -4.218002e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19529 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31845 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1999 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21262 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3947 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 45047 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20753 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8180 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 18384 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4177 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14090 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4709 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6481 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35934 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5419 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1654 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2332 members 
Mstep: Class 62 contains 3221 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3427 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24029 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12551 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36907 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180000.000000 Penalty: 46951.042969
Iteration 433Q: 79 clusters Score -4.218e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19526 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31855 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2002 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21178 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3940 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15691 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20756 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8405 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23549 members 
Mstep: Class 33 contains 18396 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4129 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14081 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4704 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6481 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35854 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5445 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1663 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2335 members 
Mstep: Class 62 contains 3221 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3427 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24050 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12508 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36846 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42180000.000000 Penalty: 46951.042969
Iteration 434Q: 79 clusters Score -4.218e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19523 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31872 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21056 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15701 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20768 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8600 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 18414 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4094 members 
Mstep: Class 36 contains 2876 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14063 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4692 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6481 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35794 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5483 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1670 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2336 members 
Mstep: Class 62 contains 3227 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3430 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24049 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12466 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36841 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179928.000000 Penalty: 46951.042969
Iteration 435Q: 79 clusters Score -4.217993e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31887 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2006 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20947 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20774 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8782 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23549 members 
Mstep: Class 33 contains 18424 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4065 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14058 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4685 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35772 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5542 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1678 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2334 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3436 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24035 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12429 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36815 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179924.000000 Penalty: 46951.042969
Iteration 436Q: 79 clusters Score -4.217992e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31897 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20854 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3831 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21177 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8993 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23548 members 
Mstep: Class 33 contains 18419 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4040 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14048 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4679 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6480 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35701 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5605 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1682 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2330 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3456 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24009 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12407 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36809 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179832.000000 Penalty: 46951.042969
Iteration 437Q: 79 clusters Score -4.217983e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19518 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31903 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20761 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9210 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23546 members 
Mstep: Class 33 contains 18410 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 4011 members 
Mstep: Class 36 contains 2872 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14042 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4676 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35585 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5664 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1687 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2324 members 
Mstep: Class 62 contains 3230 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3470 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23994 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12398 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36830 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179840.000000 Penalty: 46951.042969
Iteration 438Q: 79 clusters Score -4.217984e+07 nChanged 627
Entering ConstructFrom: 
Score: -42179840.000000 Penalty: 46951.042969
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50400.746094 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50400.75 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50639.058594 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50639.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -50683.765625 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50683.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50717.996094 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -50718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50734.378906 Penalty: 603.871155
	Iteration 4Q: 3 clusters Score -50734.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50742.632812 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50742.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50754.824219 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50754.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50759.515625 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50759.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50762.824219 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50762.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50766.109375 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50766.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -50767.609375 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50767.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50768.355469 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -50768.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50768.859375 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -50768.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -50769.390625 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -50769.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50769.707031 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -50769.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -50769.707031 Penalty: 603.871155
	Iteration 15F: 3 clusters Score -50769.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -360627.031250 Penalty: 386.398987
	Iteration 0F: 2 clusters Score -360627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -357298.500000 Penalty: 772.797974
	Iteration 0F: 3 clusters Score -357298.5 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -358635.093750 Penalty: 772.797974
	Iteration 1F: 3 clusters Score -358635.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -358864.031250 Penalty: 772.797974
	Iteration 2F: 3 clusters Score -358864 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -359123.156250 Penalty: 772.797974
	Iteration 3F: 3 clusters Score -359123.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -359393.687500 Penalty: 772.797974
	Iteration 4F: 3 clusters Score -359393.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -359639.156250 Penalty: 772.797974
	Iteration 5F: 3 clusters Score -359639.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -359821.187500 Penalty: 772.797974
	Iteration 6F: 3 clusters Score -359821.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -359958.718750 Penalty: 772.797974
	Iteration 7Q: 3 clusters Score -359958.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -360053.093750 Penalty: 772.797974
	Iteration 8Q: 3 clusters Score -360053.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -360125.781250 Penalty: 772.797974
	Iteration 9Q: 3 clusters Score -360125.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -360196.593750 Penalty: 772.797974
	Iteration 10Q: 3 clusters Score -360196.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -360253.781250 Penalty: 772.797974
	Iteration 11Q: 3 clusters Score -360253.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -360289.312500 Penalty: 772.797974
	Iteration 12Q: 3 clusters Score -360289.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -360318.906250 Penalty: 772.797974
	Iteration 13Q: 3 clusters Score -360318.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -360343.062500 Penalty: 772.797974
	Iteration 14Q: 3 clusters Score -360343.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -360355.468750 Penalty: 772.797974
	Iteration 15Q: 3 clusters Score -360355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -360370.625000 Penalty: 772.797974
	Iteration 16Q: 3 clusters Score -360370.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -360380.250000 Penalty: 772.797974
	Iteration 17Q: 3 clusters Score -360380.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -360391.968750 Penalty: 772.797974
	Iteration 18Q: 3 clusters Score -360392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -360405.375000 Penalty: 772.797974
	Iteration 19Q: 3 clusters Score -360405.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -360415.781250 Penalty: 772.797974
	Iteration 20F: 3 clusters Score -360415.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -360424.250000 Penalty: 772.797974
	Iteration 21Q: 3 clusters Score -360424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -360429.625000 Penalty: 772.797974
	Iteration 22Q: 3 clusters Score -360429.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -360432.000000 Penalty: 772.797974
	Iteration 23Q: 3 clusters Score -360432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -360435.468750 Penalty: 772.797974
	Iteration 24Q: 3 clusters Score -360435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -360440.125000 Penalty: 772.797974
	Iteration 25Q: 3 clusters Score -360440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -360443.593750 Penalty: 772.797974
	Iteration 26Q: 3 clusters Score -360443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -360446.687500 Penalty: 772.797974
	Iteration 27Q: 3 clusters Score -360446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -360450.218750 Penalty: 772.797974
	Iteration 28Q: 3 clusters Score -360450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -360452.625000 Penalty: 772.797974
	Iteration 29Q: 3 clusters Score -360452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -360455.437500 Penalty: 772.797974
	Iteration 30Q: 3 clusters Score -360455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -360455.875000 Penalty: 772.797974
	Iteration 31Q: 3 clusters Score -360455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -360457.250000 Penalty: 772.797974
	Iteration 32Q: 3 clusters Score -360457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -360457.687500 Penalty: 772.797974
	Iteration 33Q: 3 clusters Score -360457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -360457.718750 Penalty: 772.797974
	Iteration 34Q: 3 clusters Score -360457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -360457.687500 Penalty: 772.797974
	Iteration 35Q: 3 clusters Score -360457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -360457.531250 Penalty: 772.797974
	Iteration 36Q: 3 clusters Score -360457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -360457.656250 Penalty: 772.797974
	Iteration 37Q: 3 clusters Score -360457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -360458.281250 Penalty: 772.797974
	Iteration 38Q: 3 clusters Score -360458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -360458.718750 Penalty: 772.797974
	Iteration 39Q: 3 clusters Score -360458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -360459.125000 Penalty: 772.797974
	Iteration 40F: 3 clusters Score -360459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -360460.625000 Penalty: 772.797974
	Iteration 41Q: 3 clusters Score -360460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -360463.531250 Penalty: 772.797974
	Iteration 42Q: 3 clusters Score -360463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360466.531250 Penalty: 772.797974
	Iteration 43Q: 3 clusters Score -360466.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -360468.812500 Penalty: 772.797974
	Iteration 44Q: 3 clusters Score -360468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -360469.750000 Penalty: 772.797974
	Iteration 45Q: 3 clusters Score -360469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -360470.656250 Penalty: 772.797974
	Iteration 46Q: 3 clusters Score -360470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -360471.343750 Penalty: 772.797974
	Iteration 47Q: 3 clusters Score -360471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -360471.343750 Penalty: 772.797974
	Iteration 48Q: 3 clusters Score -360471.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -360471.156250 Penalty: 772.797974
	Iteration 49Q: 3 clusters Score -360471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -360471.156250 Penalty: 772.797974
	Iteration 50Q: 3 clusters Score -360471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -360471.031250 Penalty: 772.797974
	Iteration 51Q: 3 clusters Score -360471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -360471.031250 Penalty: 772.797974
	Iteration 52F: 3 clusters Score -360471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Entering Unmasked Estep 
Score: -1546011.875000 Penalty: 449.494049
	Iteration 0F: 2 clusters Score -1546012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1532914.750000 Penalty: 898.988098
	Iteration 0F: 3 clusters Score -1532915 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1538157.500000 Penalty: 898.988098
	Iteration 1F: 3 clusters Score -1538158 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1538363.375000 Penalty: 898.988098
	Iteration 2Q: 3 clusters Score -1538363 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1538575.250000 Penalty: 898.988098
	Iteration 3Q: 3 clusters Score -1538575 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1538803.750000 Penalty: 898.988098
	Iteration 4Q: 3 clusters Score -1538804 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1539061.000000 Penalty: 898.988098
	Iteration 5Q: 3 clusters Score -1539061 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1539441.625000 Penalty: 898.988098
	Iteration 6Q: 3 clusters Score -1539442 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1539994.750000 Penalty: 898.988098
	Iteration 7F: 3 clusters Score -1539995 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1540866.500000 Penalty: 898.988098
	Iteration 8F: 3 clusters Score -1540866 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1541937.750000 Penalty: 898.988098
	Iteration 9F: 3 clusters Score -1541938 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1542953.125000 Penalty: 898.988098
	Iteration 10F: 3 clusters Score -1542953 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1543573.375000 Penalty: 898.988098
	Iteration 11Q: 3 clusters Score -1543573 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1544033.250000 Penalty: 898.988098
	Iteration 12Q: 3 clusters Score -1544033 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1544425.125000 Penalty: 898.988098
	Iteration 13Q: 3 clusters Score -1544425 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1544795.500000 Penalty: 898.988098
	Iteration 14Q: 3 clusters Score -1544796 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1545031.250000 Penalty: 898.988098
	Iteration 15Q: 3 clusters Score -1545031 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1545164.625000 Penalty: 898.988098
	Iteration 16Q: 3 clusters Score -1545165 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1545251.875000 Penalty: 898.988098
	Iteration 17Q: 3 clusters Score -1545252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1545312.125000 Penalty: 898.988098
	Iteration 18Q: 3 clusters Score -1545312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1545344.250000 Penalty: 898.988098
	Iteration 19Q: 3 clusters Score -1545344 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1545359.875000 Penalty: 898.988098
	Iteration 20F: 3 clusters Score -1545360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1545368.000000 Penalty: 898.988098
	Iteration 21Q: 3 clusters Score -1545368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1545368.750000 Penalty: 898.988098
	Iteration 22Q: 3 clusters Score -1545369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1545372.250000 Penalty: 898.988098
	Iteration 23Q: 3 clusters Score -1545372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1545378.750000 Penalty: 898.988098
	Iteration 24Q: 3 clusters Score -1545379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1545372.625000 Penalty: 898.988098
	Iteration 25Q: 3 clusters Score -1545373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1545373.125000 Penalty: 898.988098
	Iteration 26Q: 3 clusters Score -1545373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1545376.500000 Penalty: 898.988098
	Iteration 27Q: 3 clusters Score -1545376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1545375.625000 Penalty: 898.988098
	Iteration 28Q: 3 clusters Score -1545376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1545377.750000 Penalty: 898.988098
	Iteration 29Q: 3 clusters Score -1545378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1545376.375000 Penalty: 898.988098
	Iteration 30Q: 3 clusters Score -1545376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1545374.625000 Penalty: 898.988098
	Iteration 31Q: 3 clusters Score -1545375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1545373.875000 Penalty: 898.988098
	Iteration 32Q: 3 clusters Score -1545374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1545375.750000 Penalty: 898.988098
	Iteration 33Q: 3 clusters Score -1545376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1545377.125000 Penalty: 898.988098
	Iteration 34Q: 3 clusters Score -1545377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1545377.375000 Penalty: 898.988098
	Iteration 35Q: 3 clusters Score -1545377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1545376.875000 Penalty: 898.988098
	Iteration 36Q: 3 clusters Score -1545377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1545374.000000 Penalty: 898.988098
	Iteration 37Q: 3 clusters Score -1545374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1545376.750000 Penalty: 898.988098
	Iteration 38Q: 3 clusters Score -1545377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1545377.375000 Penalty: 898.988098
	Iteration 39Q: 3 clusters Score -1545377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1545376.750000 Penalty: 898.988098
	Iteration 40F: 3 clusters Score -1545377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1545375.250000 Penalty: 898.988098
	Iteration 41Q: 3 clusters Score -1545375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1545375.375000 Penalty: 898.988098
	Iteration 42Q: 3 clusters Score -1545375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1545376.625000 Penalty: 898.988098
	Iteration 43Q: 3 clusters Score -1545377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1545375.500000 Penalty: 898.988098
	Iteration 44Q: 3 clusters Score -1545376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1545377.875000 Penalty: 898.988098
	Iteration 45Q: 3 clusters Score -1545378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1545377.125000 Penalty: 898.988098
	Iteration 46Q: 3 clusters Score -1545377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1545376.500000 Penalty: 898.988098
	Iteration 47Q: 3 clusters Score -1545376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1545375.625000 Penalty: 898.988098
	Iteration 48Q: 3 clusters Score -1545376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1545375.375000 Penalty: 898.988098
	Iteration 49Q: 3 clusters Score -1545375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1545376.000000 Penalty: 898.988098
	Iteration 50Q: 3 clusters Score -1545376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1545375.375000 Penalty: 898.988098
	Iteration 51Q: 3 clusters Score -1545375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1545374.000000 Penalty: 898.988098
	Iteration 52Q: 3 clusters Score -1545374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1545374.125000 Penalty: 898.988098
	Iteration 53Q: 3 clusters Score -1545374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1545375.000000 Penalty: 898.988098
	Iteration 54Q: 3 clusters Score -1545375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1545375.000000 Penalty: 898.988098
	Iteration 55F: 3 clusters Score -1545375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Entering Unmasked Estep 
Score: -1605354.750000 Penalty: 450.599609
	Iteration 0F: 2 clusters Score -1605355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1591987.375000 Penalty: 901.199219
	Iteration 0F: 3 clusters Score -1591987 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1598213.250000 Penalty: 901.199219
	Iteration 1F: 3 clusters Score -1598213 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1599011.500000 Penalty: 901.199219
	Iteration 2F: 3 clusters Score -1599012 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1600192.875000 Penalty: 901.199219
	Iteration 3F: 3 clusters Score -1600193 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1601598.375000 Penalty: 901.199219
	Iteration 4F: 3 clusters Score -1601598 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1602740.750000 Penalty: 901.199219
	Iteration 5F: 3 clusters Score -1602741 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1603352.875000 Penalty: 901.199219
	Iteration 6Q: 3 clusters Score -1603353 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1603667.375000 Penalty: 901.199219
	Iteration 7Q: 3 clusters Score -1603667 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1603912.875000 Penalty: 901.199219
	Iteration 8Q: 3 clusters Score -1603913 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1604133.875000 Penalty: 901.199219
	Iteration 9Q: 3 clusters Score -1604134 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1604312.500000 Penalty: 901.199219
	Iteration 10Q: 3 clusters Score -1604312 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1604473.000000 Penalty: 901.199219
	Iteration 11Q: 3 clusters Score -1604473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1604633.000000 Penalty: 901.199219
	Iteration 12Q: 3 clusters Score -1604633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1604754.000000 Penalty: 901.199219
	Iteration 13Q: 3 clusters Score -1604754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1604819.125000 Penalty: 901.199219
	Iteration 14Q: 3 clusters Score -1604819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1604863.750000 Penalty: 901.199219
	Iteration 15Q: 3 clusters Score -1604864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1604896.875000 Penalty: 901.199219
	Iteration 16Q: 3 clusters Score -1604897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1604918.500000 Penalty: 901.199219
	Iteration 17Q: 3 clusters Score -1604918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1604934.500000 Penalty: 901.199219
	Iteration 18Q: 3 clusters Score -1604934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1604955.625000 Penalty: 901.199219
	Iteration 19Q: 3 clusters Score -1604956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1604963.125000 Penalty: 901.199219
	Iteration 20F: 3 clusters Score -1604963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1604965.125000 Penalty: 901.199219
	Iteration 21Q: 3 clusters Score -1604965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1604971.625000 Penalty: 901.199219
	Iteration 22Q: 3 clusters Score -1604972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1604972.000000 Penalty: 901.199219
	Iteration 23Q: 3 clusters Score -1604972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1604974.375000 Penalty: 901.199219
	Iteration 24Q: 3 clusters Score -1604974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1604977.875000 Penalty: 901.199219
	Iteration 25Q: 3 clusters Score -1604978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1604977.750000 Penalty: 901.199219
	Iteration 26Q: 3 clusters Score -1604978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1604980.125000 Penalty: 901.199219
	Iteration 27Q: 3 clusters Score -1604980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1604980.375000 Penalty: 901.199219
	Iteration 28Q: 3 clusters Score -1604980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1604983.500000 Penalty: 901.199219
	Iteration 29Q: 3 clusters Score -1604984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 901.199219
	Iteration 30Q: 3 clusters Score -1604984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1604984.000000 Penalty: 901.199219
	Iteration 31F: 3 clusters Score -1604984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7142.218262 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7142.218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7297.374023 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7297.374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7331.658691 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7331.659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7336.345703 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -7336.346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7339.232422 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7339.232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7339.954590 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7339.955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7339.954590 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -7339.955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43780.726562 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43780.73 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -43955.773438 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -43955.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43995.863281 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -43995.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -44029.269531 Penalty: 596.018188
	Iteration 3Q: 3 clusters Score -44029.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -44058.273438 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -44058.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -44094.695312 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44094.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -44124.218750 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44124.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -44151.718750 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44151.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44169.289062 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44169.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -44182.687500 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44182.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -44204.175781 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44204.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -44216.257812 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44216.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44224.601562 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -44240.808594 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44240.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -44267.539062 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44267.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -44288.414062 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44288.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44305.097656 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44316.609375 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44316.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44324.218750 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -44324.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44328.601562 Penalty: 596.018188
	Iteration 19Q: 3 clusters Score -44328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44331.503906 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -44331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -44332.683594 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -44332.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -44333.097656 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -44333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44338.410156 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -44338.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44345.832031 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -44345.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44352.917969 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -44352.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44355.437500 Penalty: 596.018188
	Iteration 26Q: 3 clusters Score -44355.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44358.007812 Penalty: 596.018188
	Iteration 27Q: 3 clusters Score -44358.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44359.363281 Penalty: 596.018188
	Iteration 28Q: 3 clusters Score -44359.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44359.660156 Penalty: 596.018188
	Iteration 29Q: 3 clusters Score -44359.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44359.980469 Penalty: 596.018188
	Iteration 30Q: 3 clusters Score -44359.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44360.500000 Penalty: 596.018188
	Iteration 31Q: 3 clusters Score -44360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -44361.601562 Penalty: 596.018188
	Iteration 32Q: 3 clusters Score -44361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44361.832031 Penalty: 596.018188
	Iteration 33Q: 3 clusters Score -44361.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -44362.148438 Penalty: 596.018188
	Iteration 34Q: 3 clusters Score -44362.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44363.382812 Penalty: 596.018188
	Iteration 35Q: 3 clusters Score -44363.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44363.687500 Penalty: 596.018188
	Iteration 36Q: 3 clusters Score -44363.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44363.937500 Penalty: 596.018188
	Iteration 37Q: 3 clusters Score -44363.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44364.085938 Penalty: 596.018188
	Iteration 38Q: 3 clusters Score -44364.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44365.332031 Penalty: 596.018188
	Iteration 39Q: 3 clusters Score -44365.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44365.332031 Penalty: 596.018188
	Iteration 40F: 3 clusters Score -44365.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Entering Unmasked Estep 
Score: -2556482.000000 Penalty: 471.868530
	Iteration 0F: 2 clusters Score -2556482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2536915.000000 Penalty: 943.737061
	Iteration 0F: 3 clusters Score -2536915 nChanged 15329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2546023.000000 Penalty: 943.737061
	Iteration 1F: 3 clusters Score -2546023 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2546879.000000 Penalty: 943.737061
	Iteration 2F: 3 clusters Score -2546879 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2548230.500000 Penalty: 943.737061
	Iteration 3F: 3 clusters Score -2548230 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2550068.250000 Penalty: 943.737061
	Iteration 4F: 3 clusters Score -2550068 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2552204.500000 Penalty: 943.737061
	Iteration 5F: 3 clusters Score -2552204 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2553726.500000 Penalty: 943.737061
	Iteration 6F: 3 clusters Score -2553726 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2554467.250000 Penalty: 943.737061
	Iteration 7Q: 3 clusters Score -2554467 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2554848.000000 Penalty: 943.737061
	Iteration 8Q: 3 clusters Score -2554848 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2555109.500000 Penalty: 943.737061
	Iteration 9Q: 3 clusters Score -2555110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2555322.000000 Penalty: 943.737061
	Iteration 10Q: 3 clusters Score -2555322 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2555546.000000 Penalty: 943.737061
	Iteration 11Q: 3 clusters Score -2555546 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2555726.000000 Penalty: 943.737061
	Iteration 12Q: 3 clusters Score -2555726 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2555856.250000 Penalty: 943.737061
	Iteration 13Q: 3 clusters Score -2555856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2555952.750000 Penalty: 943.737061
	Iteration 14Q: 3 clusters Score -2555953 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2556050.750000 Penalty: 943.737061
	Iteration 15Q: 3 clusters Score -2556051 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2556127.250000 Penalty: 943.737061
	Iteration 16Q: 3 clusters Score -2556127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2556177.500000 Penalty: 943.737061
	Iteration 17Q: 3 clusters Score -2556178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2556220.500000 Penalty: 943.737061
	Iteration 18Q: 3 clusters Score -2556220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2556241.000000 Penalty: 943.737061
	Iteration 19Q: 3 clusters Score -2556241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2556267.000000 Penalty: 943.737061
	Iteration 20F: 3 clusters Score -2556267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2556277.750000 Penalty: 943.737061
	Iteration 21Q: 3 clusters Score -2556278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2556288.750000 Penalty: 943.737061
	Iteration 22Q: 3 clusters Score -2556289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2556295.750000 Penalty: 943.737061
	Iteration 23Q: 3 clusters Score -2556296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2556308.000000 Penalty: 943.737061
	Iteration 24Q: 3 clusters Score -2556308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2556311.750000 Penalty: 943.737061
	Iteration 25Q: 3 clusters Score -2556312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2556303.000000 Penalty: 943.737061
	Iteration 26Q: 3 clusters Score -2556303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2556300.000000 Penalty: 943.737061
	Iteration 27Q: 3 clusters Score -2556300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2556296.750000 Penalty: 943.737061
	Iteration 28Q: 3 clusters Score -2556297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2556294.750000 Penalty: 943.737061
	Iteration 29Q: 3 clusters Score -2556295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2556295.250000 Penalty: 943.737061
	Iteration 30Q: 3 clusters Score -2556295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2556300.750000 Penalty: 943.737061
	Iteration 31Q: 3 clusters Score -2556301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2556304.000000 Penalty: 943.737061
	Iteration 32Q: 3 clusters Score -2556304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2556304.000000 Penalty: 943.737061
	Iteration 33F: 3 clusters Score -2556304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -277777.625000 Penalty: 376.575958
	Iteration 0F: 2 clusters Score -277777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -275085.218750 Penalty: 753.151917
	Iteration 0F: 3 clusters Score -275085.2 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -276092.937500 Penalty: 753.151917
	Iteration 1F: 3 clusters Score -276092.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -276179.781250 Penalty: 753.151917
	Iteration 2F: 3 clusters Score -276179.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -276279.687500 Penalty: 753.151917
	Iteration 3F: 3 clusters Score -276279.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276382.968750 Penalty: 753.151917
	Iteration 4F: 3 clusters Score -276383 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276501.281250 Penalty: 753.151917
	Iteration 5Q: 3 clusters Score -276501.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -276674.125000 Penalty: 753.151917
	Iteration 6F: 3 clusters Score -276674.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -276922.562500 Penalty: 753.151917
	Iteration 7F: 3 clusters Score -276922.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -277144.625000 Penalty: 753.151917
	Iteration 8F: 3 clusters Score -277144.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -277280.406250 Penalty: 753.151917
	Iteration 9Q: 3 clusters Score -277280.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -277357.343750 Penalty: 753.151917
	Iteration 10Q: 3 clusters Score -277357.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -277396.562500 Penalty: 753.151917
	Iteration 11Q: 3 clusters Score -277396.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -277416.781250 Penalty: 753.151917
	Iteration 12Q: 3 clusters Score -277416.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -277427.843750 Penalty: 753.151917
	Iteration 13Q: 3 clusters Score -277427.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -277439.375000 Penalty: 753.151917
	Iteration 14Q: 3 clusters Score -277439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -277449.250000 Penalty: 753.151917
	Iteration 15Q: 3 clusters Score -277449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -277450.437500 Penalty: 753.151917
	Iteration 16Q: 3 clusters Score -277450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -277453.500000 Penalty: 753.151917
	Iteration 17Q: 3 clusters Score -277453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -277458.781250 Penalty: 753.151917
	Iteration 18Q: 3 clusters Score -277458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -277460.812500 Penalty: 753.151917
	Iteration 19Q: 3 clusters Score -277460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -277463.093750 Penalty: 753.151917
	Iteration 20F: 3 clusters Score -277463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -277466.062500 Penalty: 753.151917
	Iteration 21Q: 3 clusters Score -277466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -277467.500000 Penalty: 753.151917
	Iteration 22Q: 3 clusters Score -277467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -277467.500000 Penalty: 753.151917
	Iteration 23F: 3 clusters Score -277467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -145615.406250 Penalty: 345.954681
	Iteration 0F: 2 clusters Score -145615.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -144157.062500 Penalty: 691.909363
	Iteration 0F: 3 clusters Score -144157.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144661.640625 Penalty: 691.909363
	Iteration 1F: 3 clusters Score -144661.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -144774.546875 Penalty: 691.909363
	Iteration 2F: 3 clusters Score -144774.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -144889.390625 Penalty: 691.909363
	Iteration 3F: 3 clusters Score -144889.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -145013.453125 Penalty: 691.909363
	Iteration 4F: 3 clusters Score -145013.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145115.828125 Penalty: 691.909363
	Iteration 5F: 3 clusters Score -145115.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -145191.625000 Penalty: 691.909363
	Iteration 6F: 3 clusters Score -145191.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -145254.593750 Penalty: 691.909363
	Iteration 7Q: 3 clusters Score -145254.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145284.875000 Penalty: 691.909363
	Iteration 8Q: 3 clusters Score -145284.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145305.140625 Penalty: 691.909363
	Iteration 9Q: 3 clusters Score -145305.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -145321.984375 Penalty: 691.909363
	Iteration 10Q: 3 clusters Score -145322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145337.921875 Penalty: 691.909363
	Iteration 11Q: 3 clusters Score -145337.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -145360.843750 Penalty: 691.909363
	Iteration 12Q: 3 clusters Score -145360.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -145377.281250 Penalty: 691.909363
	Iteration 13Q: 3 clusters Score -145377.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145384.796875 Penalty: 691.909363
	Iteration 14Q: 3 clusters Score -145384.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145390.140625 Penalty: 691.909363
	Iteration 15Q: 3 clusters Score -145390.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -145394.453125 Penalty: 691.909363
	Iteration 16Q: 3 clusters Score -145394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -145398.734375 Penalty: 691.909363
	Iteration 17Q: 3 clusters Score -145398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -145405.765625 Penalty: 691.909363
	Iteration 18Q: 3 clusters Score -145405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -145409.921875 Penalty: 691.909363
	Iteration 19Q: 3 clusters Score -145409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -145413.437500 Penalty: 691.909363
	Iteration 20F: 3 clusters Score -145413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -145415.046875 Penalty: 691.909363
	Iteration 21Q: 3 clusters Score -145415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -145415.687500 Penalty: 691.909363
	Iteration 22Q: 3 clusters Score -145415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -145415.890625 Penalty: 691.909363
	Iteration 23Q: 3 clusters Score -145415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -145416.156250 Penalty: 691.909363
	Iteration 24Q: 3 clusters Score -145416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -145416.156250 Penalty: 691.909363
	Iteration 25F: 3 clusters Score -145416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -249383.687500 Penalty: 370.131622
	Iteration 0F: 2 clusters Score -249383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -247010.875000 Penalty: 740.263245
	Iteration 0F: 3 clusters Score -247010.9 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -247914.000000 Penalty: 740.263245
	Iteration 1F: 3 clusters Score -247914 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -248073.968750 Penalty: 740.263245
	Iteration 2F: 3 clusters Score -248074 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -248233.156250 Penalty: 740.263245
	Iteration 3F: 3 clusters Score -248233.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -248367.140625 Penalty: 740.263245
	Iteration 4F: 3 clusters Score -248367.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -248493.390625 Penalty: 740.263245
	Iteration 5F: 3 clusters Score -248493.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -248584.859375 Penalty: 740.263245
	Iteration 6Q: 3 clusters Score -248584.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -248664.343750 Penalty: 740.263245
	Iteration 7Q: 3 clusters Score -248664.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -248747.921875 Penalty: 740.263245
	Iteration 8Q: 3 clusters Score -248747.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -248837.015625 Penalty: 740.263245
	Iteration 9Q: 3 clusters Score -248837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -248904.359375 Penalty: 740.263245
	Iteration 10Q: 3 clusters Score -248904.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -248935.765625 Penalty: 740.263245
	Iteration 11Q: 3 clusters Score -248935.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -248963.734375 Penalty: 740.263245
	Iteration 12Q: 3 clusters Score -248963.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -248990.375000 Penalty: 740.263245
	Iteration 13Q: 3 clusters Score -248990.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -249019.328125 Penalty: 740.263245
	Iteration 14Q: 3 clusters Score -249019.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -249043.718750 Penalty: 740.263245
	Iteration 15Q: 3 clusters Score -249043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -249055.578125 Penalty: 740.263245
	Iteration 16Q: 3 clusters Score -249055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -249061.109375 Penalty: 740.263245
	Iteration 17Q: 3 clusters Score -249061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -249062.718750 Penalty: 740.263245
	Iteration 18Q: 3 clusters Score -249062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -249065.437500 Penalty: 740.263245
	Iteration 19Q: 3 clusters Score -249065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -249069.203125 Penalty: 740.263245
	Iteration 20F: 3 clusters Score -249069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -249072.031250 Penalty: 740.263245
	Iteration 21Q: 3 clusters Score -249072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -249073.968750 Penalty: 740.263245
	Iteration 22Q: 3 clusters Score -249074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -249078.687500 Penalty: 740.263245
	Iteration 23Q: 3 clusters Score -249078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -249080.875000 Penalty: 740.263245
	Iteration 24Q: 3 clusters Score -249080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -249081.250000 Penalty: 740.263245
	Iteration 25Q: 3 clusters Score -249081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -249081.890625 Penalty: 740.263245
	Iteration 26Q: 3 clusters Score -249081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -249082.062500 Penalty: 740.263245
	Iteration 27Q: 3 clusters Score -249082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -249082.062500 Penalty: 740.263245
	Iteration 28F: 3 clusters Score -249082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 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 151 members 
Entering Unmasked Estep 
Score: -10556.748047 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10556.75 nChanged 98
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: -10707.371094 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10707.37 nChanged 28
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: -10752.083984 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10752.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10777.522461 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -10777.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10793.229492 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10793.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10799.506836 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10799.51 nChanged 4
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: -10815.539062 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10815.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10826.419922 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10826.42 nChanged 1
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: -10828.568359 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10828.57 nChanged 2
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: -10832.646484 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10832.65 nChanged 2
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: -10838.615234 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10838.62 nChanged 4
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: -10847.168945 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10847.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10851.295898 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10852.749023 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10852.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10854.563477 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -10854.56 nChanged 4
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: -10857.471680 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10857.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10859.865234 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -10859.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10860.881836 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -10860.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10865.066406 Penalty: 515.644836
	Iteration 18Q: 3 clusters Score -10865.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10870.245117 Penalty: 515.644836
	Iteration 19Q: 3 clusters Score -10870.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10872.312500 Penalty: 515.644836
	Iteration 20F: 3 clusters Score -10872.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10874.336914 Penalty: 515.644836
	Iteration 21Q: 3 clusters Score -10874.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10882.931641 Penalty: 515.644836
	Iteration 22Q: 3 clusters Score -10882.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10890.854492 Penalty: 515.644836
	Iteration 23Q: 3 clusters Score -10890.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10897.165039 Penalty: 515.644836
	Iteration 24Q: 3 clusters Score -10897.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10897.884766 Penalty: 515.644836
	Iteration 25Q: 3 clusters Score -10897.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10897.884766 Penalty: 515.644836
	Iteration 26F: 3 clusters Score -10897.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 159 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20696 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18400 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14028 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4675 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35484 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5735 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2321 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3487 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 130 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23970 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12380 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36842 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25060 members 
Entering Unmasked Estep 
Score: -42179420.000000 Penalty: 47552.976562
Splitting cluster 11 changes total score from -42179840.000000 to -42179420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12374.110352 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12374.11 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 121 members 
Entering Unmasked Estep 
Score: -12073.203125 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12073.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12176.592773 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12176.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12232.474609 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12232.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12257.354492 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -12257.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12274.185547 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12274.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12281.068359 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12281.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12282.966797 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12282.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12282.966797 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -12282.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Entering Unmasked Estep 
Score: -1690063.875000 Penalty: 452.165131
	Iteration 0F: 2 clusters Score -1690064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1676624.125000 Penalty: 904.330261
	Iteration 0F: 3 clusters Score -1676624 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1682199.625000 Penalty: 904.330261
	Iteration 1F: 3 clusters Score -1682200 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1682524.625000 Penalty: 904.330261
	Iteration 2Q: 3 clusters Score -1682525 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1682955.000000 Penalty: 904.330261
	Iteration 3Q: 3 clusters Score -1682955 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1683711.000000 Penalty: 904.330261
	Iteration 4F: 3 clusters Score -1683711 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1685008.625000 Penalty: 904.330261
	Iteration 5F: 3 clusters Score -1685009 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1686444.375000 Penalty: 904.330261
	Iteration 6F: 3 clusters Score -1686444 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1687288.375000 Penalty: 904.330261
	Iteration 7F: 3 clusters Score -1687288 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1687849.500000 Penalty: 904.330261
	Iteration 8Q: 3 clusters Score -1687850 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1688341.250000 Penalty: 904.330261
	Iteration 9Q: 3 clusters Score -1688341 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1688734.750000 Penalty: 904.330261
	Iteration 10Q: 3 clusters Score -1688735 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1689033.750000 Penalty: 904.330261
	Iteration 11Q: 3 clusters Score -1689034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1689205.375000 Penalty: 904.330261
	Iteration 12Q: 3 clusters Score -1689205 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1689318.125000 Penalty: 904.330261
	Iteration 13Q: 3 clusters Score -1689318 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1689384.250000 Penalty: 904.330261
	Iteration 14Q: 3 clusters Score -1689384 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1689410.375000 Penalty: 904.330261
	Iteration 15Q: 3 clusters Score -1689410 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1689434.625000 Penalty: 904.330261
	Iteration 16Q: 3 clusters Score -1689435 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1689436.250000 Penalty: 904.330261
	Iteration 17Q: 3 clusters Score -1689436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1689435.875000 Penalty: 904.330261
	Iteration 18Q: 3 clusters Score -1689436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1689454.500000 Penalty: 904.330261
	Iteration 19Q: 3 clusters Score -1689454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1689447.500000 Penalty: 904.330261
	Iteration 20F: 3 clusters Score -1689448 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1689459.500000 Penalty: 904.330261
	Iteration 21Q: 3 clusters Score -1689460 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1689475.750000 Penalty: 904.330261
	Iteration 22Q: 3 clusters Score -1689476 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1689477.000000 Penalty: 904.330261
	Iteration 23Q: 3 clusters Score -1689477 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1689483.875000 Penalty: 904.330261
	Iteration 24Q: 3 clusters Score -1689484 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1689471.875000 Penalty: 904.330261
	Iteration 25Q: 3 clusters Score -1689472 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1689470.000000 Penalty: 904.330261
	Iteration 26Q: 3 clusters Score -1689470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1689466.500000 Penalty: 904.330261
	Iteration 27Q: 3 clusters Score -1689466 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1689477.250000 Penalty: 904.330261
	Iteration 28Q: 3 clusters Score -1689477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1689489.250000 Penalty: 904.330261
	Iteration 29Q: 3 clusters Score -1689489 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1689505.000000 Penalty: 904.330261
	Iteration 30Q: 3 clusters Score -1689505 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1689509.500000 Penalty: 904.330261
	Iteration 31Q: 3 clusters Score -1689510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1689531.875000 Penalty: 904.330261
	Iteration 32Q: 3 clusters Score -1689532 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1689520.750000 Penalty: 904.330261
	Iteration 33Q: 3 clusters Score -1689521 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1689512.375000 Penalty: 904.330261
	Iteration 34Q: 3 clusters Score -1689512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1689528.250000 Penalty: 904.330261
	Iteration 35Q: 3 clusters Score -1689528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1689499.500000 Penalty: 904.330261
	Iteration 36Q: 3 clusters Score -1689500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1689478.125000 Penalty: 904.330261
	Iteration 37Q: 3 clusters Score -1689478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1689482.625000 Penalty: 904.330261
	Iteration 38Q: 3 clusters Score -1689483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1689492.875000 Penalty: 904.330261
	Iteration 39Q: 3 clusters Score -1689493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1689481.250000 Penalty: 904.330261
	Iteration 40F: 3 clusters Score -1689481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1689490.375000 Penalty: 904.330261
	Iteration 41Q: 3 clusters Score -1689490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1689481.250000 Penalty: 904.330261
	Iteration 42Q: 3 clusters Score -1689481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1689477.625000 Penalty: 904.330261
	Iteration 43Q: 3 clusters Score -1689478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1689481.125000 Penalty: 904.330261
	Iteration 44Q: 3 clusters Score -1689481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1689484.250000 Penalty: 904.330261
	Iteration 45Q: 3 clusters Score -1689484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1689484.250000 Penalty: 904.330261
	Iteration 46F: 3 clusters Score -1689484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 131 members 
Entering Unmasked Estep 
Score: -18893.978516 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18893.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18979.574219 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -18979.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18994.671875 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -18994.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19004.802734 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -19004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19011.699219 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19018.621094 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19018.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19027.408203 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -19027.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19030.386719 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -19030.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19039.441406 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -19039.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19043.416016 Penalty: 514.056702
	Iteration 9Q: 3 clusters Score -19043.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19045.701172 Penalty: 514.056702
	Iteration 10Q: 3 clusters Score -19045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19045.701172 Penalty: 514.056702
	Iteration 11F: 3 clusters Score -19045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -313032.000000 Penalty: 374.503387
	Iteration 0F: 2 clusters Score -313032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -310509.562500 Penalty: 749.006775
	Iteration 0F: 3 clusters Score -310509.6 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -311453.031250 Penalty: 749.006775
	Iteration 1F: 3 clusters Score -311453 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -311610.812500 Penalty: 749.006775
	Iteration 2F: 3 clusters Score -311610.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -311780.000000 Penalty: 749.006775
	Iteration 3F: 3 clusters Score -311780 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -312043.750000 Penalty: 749.006775
	Iteration 4F: 3 clusters Score -312043.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -312360.843750 Penalty: 749.006775
	Iteration 5F: 3 clusters Score -312360.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -312522.312500 Penalty: 749.006775
	Iteration 6F: 3 clusters Score -312522.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -312586.312500 Penalty: 749.006775
	Iteration 7Q: 3 clusters Score -312586.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -312602.250000 Penalty: 749.006775
	Iteration 8Q: 3 clusters Score -312602.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -312603.843750 Penalty: 749.006775
	Iteration 9Q: 3 clusters Score -312603.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -312628.406250 Penalty: 749.006775
	Iteration 10Q: 3 clusters Score -312628.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -312624.687500 Penalty: 749.006775
	Iteration 11Q: 3 clusters Score -312624.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -312607.906250 Penalty: 749.006775
	Iteration 12Q: 3 clusters Score -312607.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -312627.687500 Penalty: 749.006775
	Iteration 13Q: 3 clusters Score -312627.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312621.406250 Penalty: 749.006775
	Iteration 14Q: 3 clusters Score -312621.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -312585.406250 Penalty: 749.006775
	Iteration 15Q: 3 clusters Score -312585.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -312607.187500 Penalty: 749.006775
	Iteration 16Q: 3 clusters Score -312607.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -312607.062500 Penalty: 749.006775
	Iteration 17Q: 3 clusters Score -312607.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -312598.343750 Penalty: 749.006775
	Iteration 18Q: 3 clusters Score -312598.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -312600.531250 Penalty: 749.006775
	Iteration 19Q: 3 clusters Score -312600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -312591.625000 Penalty: 749.006775
	Iteration 20F: 3 clusters Score -312591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -312583.218750 Penalty: 749.006775
	Iteration 21Q: 3 clusters Score -312583.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -312595.031250 Penalty: 749.006775
	Iteration 22Q: 3 clusters Score -312595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -312598.843750 Penalty: 749.006775
	Iteration 23Q: 3 clusters Score -312598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -312599.125000 Penalty: 749.006775
	Iteration 24Q: 3 clusters Score -312599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -312598.031250 Penalty: 749.006775
	Iteration 25Q: 3 clusters Score -312598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -312599.656250 Penalty: 749.006775
	Iteration 26Q: 3 clusters Score -312599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -312597.218750 Penalty: 749.006775
	Iteration 27Q: 3 clusters Score -312597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -312595.156250 Penalty: 749.006775
	Iteration 28Q: 3 clusters Score -312595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312593.875000 Penalty: 749.006775
	Iteration 29Q: 3 clusters Score -312593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -312595.250000 Penalty: 749.006775
	Iteration 30Q: 3 clusters Score -312595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -312599.250000 Penalty: 749.006775
	Iteration 31Q: 3 clusters Score -312599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -312590.937500 Penalty: 749.006775
	Iteration 32Q: 3 clusters Score -312590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -312582.375000 Penalty: 749.006775
	Iteration 33Q: 3 clusters Score -312582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -312584.031250 Penalty: 749.006775
	Iteration 34Q: 3 clusters Score -312584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -312585.656250 Penalty: 749.006775
	Iteration 35Q: 3 clusters Score -312585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -312590.437500 Penalty: 749.006775
	Iteration 36Q: 3 clusters Score -312590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -312590.937500 Penalty: 749.006775
	Iteration 37Q: 3 clusters Score -312590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -312594.406250 Penalty: 749.006775
	Iteration 38Q: 3 clusters Score -312594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -312596.187500 Penalty: 749.006775
	Iteration 39Q: 3 clusters Score -312596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -312594.625000 Penalty: 749.006775
	Iteration 40F: 3 clusters Score -312594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -312590.937500 Penalty: 749.006775
	Iteration 41Q: 3 clusters Score -312590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -312583.500000 Penalty: 749.006775
	Iteration 42Q: 3 clusters Score -312583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -312560.250000 Penalty: 749.006775
	Iteration 43Q: 3 clusters Score -312560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -312555.843750 Penalty: 749.006775
	Iteration 44Q: 3 clusters Score -312555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -312554.031250 Penalty: 749.006775
	Iteration 45Q: 3 clusters Score -312554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -312549.812500 Penalty: 749.006775
	Iteration 46Q: 3 clusters Score -312549.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -312559.906250 Penalty: 749.006775
	Iteration 47Q: 3 clusters Score -312559.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -312575.187500 Penalty: 749.006775
	Iteration 48Q: 3 clusters Score -312575.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -312585.718750 Penalty: 749.006775
	Iteration 49Q: 3 clusters Score -312585.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -312568.812500 Penalty: 749.006775
	Iteration 50Q: 3 clusters Score -312568.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -312576.375000 Penalty: 749.006775
	Iteration 51Q: 3 clusters Score -312576.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -312602.781250 Penalty: 749.006775
	Iteration 52Q: 3 clusters Score -312602.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -312625.343750 Penalty: 749.006775
	Iteration 53Q: 3 clusters Score -312625.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -312649.062500 Penalty: 749.006775
	Iteration 54Q: 3 clusters Score -312649.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -312681.406250 Penalty: 749.006775
	Iteration 55Q: 3 clusters Score -312681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -312687.687500 Penalty: 749.006775
	Iteration 56Q: 3 clusters Score -312687.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -312675.250000 Penalty: 749.006775
	Iteration 57Q: 3 clusters Score -312675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -312673.156250 Penalty: 749.006775
	Iteration 58Q: 3 clusters Score -312673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -312684.937500 Penalty: 749.006775
	Iteration 59Q: 3 clusters Score -312684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -312692.781250 Penalty: 749.006775
	Iteration 60F: 3 clusters Score -312692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -312700.437500 Penalty: 749.006775
	Iteration 61Q: 3 clusters Score -312700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -312708.281250 Penalty: 749.006775
	Iteration 62Q: 3 clusters Score -312708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -312707.125000 Penalty: 749.006775
	Iteration 63Q: 3 clusters Score -312707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -312706.531250 Penalty: 749.006775
	Iteration 64Q: 3 clusters Score -312706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -312711.812500 Penalty: 749.006775
	Iteration 65Q: 3 clusters Score -312711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -312714.812500 Penalty: 749.006775
	Iteration 66Q: 3 clusters Score -312714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -312715.250000 Penalty: 749.006775
	Iteration 67Q: 3 clusters Score -312715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -312715.968750 Penalty: 749.006775
	Iteration 68Q: 3 clusters Score -312716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -312719.687500 Penalty: 749.006775
	Iteration 69Q: 3 clusters Score -312719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -312714.812500 Penalty: 749.006775
	Iteration 70Q: 3 clusters Score -312714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -312714.812500 Penalty: 749.006775
	Iteration 71F: 3 clusters Score -312714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -55031.984375 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -55031.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54409.046875 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -54409.05 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54597.621094 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -54597.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54641.519531 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -54641.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54658.328125 Penalty: 597.695129
	Iteration 3Q: 3 clusters Score -54658.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -54664.933594 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -54664.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54667.847656 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -54667.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54671.445312 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -54671.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54678.511719 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -54678.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54690.398438 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -54690.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -54702.421875 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -54702.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54711.546875 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -54711.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54717.363281 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -54717.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54727.226562 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -54727.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54737.109375 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -54737.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54747.300781 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -54747.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54754.851562 Penalty: 597.695129
	Iteration 15Q: 3 clusters Score -54754.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54758.390625 Penalty: 597.695129
	Iteration 16Q: 3 clusters Score -54758.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -54760.597656 Penalty: 597.695129
	Iteration 17Q: 3 clusters Score -54760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54761.277344 Penalty: 597.695129
	Iteration 18Q: 3 clusters Score -54761.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54762.585938 Penalty: 597.695129
	Iteration 19Q: 3 clusters Score -54762.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54764.179688 Penalty: 597.695129
	Iteration 20F: 3 clusters Score -54764.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54765.074219 Penalty: 597.695129
	Iteration 21Q: 3 clusters Score -54765.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54768.015625 Penalty: 597.695129
	Iteration 22Q: 3 clusters Score -54768.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54769.871094 Penalty: 597.695129
	Iteration 23Q: 3 clusters Score -54769.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -54769.871094 Penalty: 597.695129
	Iteration 24F: 3 clusters Score -54769.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -1267633.625000 Penalty: 439.635010
	Iteration 0F: 2 clusters Score -1267634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1257193.750000 Penalty: 879.270020
	Iteration 0F: 3 clusters Score -1257194 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1261810.125000 Penalty: 879.270020
	Iteration 1F: 3 clusters Score -1261810 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1262319.125000 Penalty: 879.270020
	Iteration 2F: 3 clusters Score -1262319 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1263033.500000 Penalty: 879.270020
	Iteration 3F: 3 clusters Score -1263034 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1263924.625000 Penalty: 879.270020
	Iteration 4F: 3 clusters Score -1263925 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1264794.500000 Penalty: 879.270020
	Iteration 5F: 3 clusters Score -1264794 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1265415.125000 Penalty: 879.270020
	Iteration 6Q: 3 clusters Score -1265415 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1265772.750000 Penalty: 879.270020
	Iteration 7Q: 3 clusters Score -1265773 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1266018.875000 Penalty: 879.270020
	Iteration 8Q: 3 clusters Score -1266019 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1266200.500000 Penalty: 879.270020
	Iteration 9Q: 3 clusters Score -1266200 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1266371.750000 Penalty: 879.270020
	Iteration 10Q: 3 clusters Score -1266372 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1266522.375000 Penalty: 879.270020
	Iteration 11Q: 3 clusters Score -1266522 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1266681.500000 Penalty: 879.270020
	Iteration 12Q: 3 clusters Score -1266682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1266837.250000 Penalty: 879.270020
	Iteration 13Q: 3 clusters Score -1266837 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1266967.750000 Penalty: 879.270020
	Iteration 14Q: 3 clusters Score -1266968 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1267065.500000 Penalty: 879.270020
	Iteration 15Q: 3 clusters Score -1267066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1267133.375000 Penalty: 879.270020
	Iteration 16Q: 3 clusters Score -1267133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1267164.250000 Penalty: 879.270020
	Iteration 17Q: 3 clusters Score -1267164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1267180.500000 Penalty: 879.270020
	Iteration 18Q: 3 clusters Score -1267180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1267198.750000 Penalty: 879.270020
	Iteration 19Q: 3 clusters Score -1267199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1267213.500000 Penalty: 879.270020
	Iteration 20F: 3 clusters Score -1267214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1267221.375000 Penalty: 879.270020
	Iteration 21Q: 3 clusters Score -1267221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1267226.500000 Penalty: 879.270020
	Iteration 22Q: 3 clusters Score -1267226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1267230.625000 Penalty: 879.270020
	Iteration 23Q: 3 clusters Score -1267231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1267233.375000 Penalty: 879.270020
	Iteration 24Q: 3 clusters Score -1267233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1267236.875000 Penalty: 879.270020
	Iteration 25Q: 3 clusters Score -1267237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1267239.875000 Penalty: 879.270020
	Iteration 26Q: 3 clusters Score -1267240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1267245.500000 Penalty: 879.270020
	Iteration 27Q: 3 clusters Score -1267246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1267250.000000 Penalty: 879.270020
	Iteration 28Q: 3 clusters Score -1267250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1267250.000000 Penalty: 879.270020
	Iteration 29F: 3 clusters Score -1267250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Entering Unmasked Estep 
Score: -3422494.250000 Penalty: 487.552521
	Iteration 0F: 2 clusters Score -3422494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3392968.250000 Penalty: 975.105042
	Iteration 0F: 3 clusters Score -3392968 nChanged 21508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3405970.750000 Penalty: 975.105042
	Iteration 1F: 3 clusters Score -3405971 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3406962.000000 Penalty: 975.105042
	Iteration 2F: 3 clusters Score -3406962 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3408464.500000 Penalty: 975.105042
	Iteration 3F: 3 clusters Score -3408464 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3410600.000000 Penalty: 975.105042
	Iteration 4F: 3 clusters Score -3410600 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3412912.500000 Penalty: 975.105042
	Iteration 5F: 3 clusters Score -3412912 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -3414557.250000 Penalty: 975.105042
	Iteration 6F: 3 clusters Score -3414557 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -3415252.500000 Penalty: 975.105042
	Iteration 7Q: 3 clusters Score -3415252 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3415559.250000 Penalty: 975.105042
	Iteration 8Q: 3 clusters Score -3415559 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3415668.250000 Penalty: 975.105042
	Iteration 9Q: 3 clusters Score -3415668 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -3415775.250000 Penalty: 975.105042
	Iteration 10Q: 3 clusters Score -3415775 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3415881.000000 Penalty: 975.105042
	Iteration 11Q: 3 clusters Score -3415881 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3415973.000000 Penalty: 975.105042
	Iteration 12Q: 3 clusters Score -3415973 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3416092.250000 Penalty: 975.105042
	Iteration 13Q: 3 clusters Score -3416092 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3416209.500000 Penalty: 975.105042
	Iteration 14Q: 3 clusters Score -3416210 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3416353.250000 Penalty: 975.105042
	Iteration 15Q: 3 clusters Score -3416353 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -3416509.000000 Penalty: 975.105042
	Iteration 16Q: 3 clusters Score -3416509 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -3416683.500000 Penalty: 975.105042
	Iteration 17Q: 3 clusters Score -3416684 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -3416838.500000 Penalty: 975.105042
	Iteration 18Q: 3 clusters Score -3416838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3417023.000000 Penalty: 975.105042
	Iteration 19Q: 3 clusters Score -3417023 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -3417172.250000 Penalty: 975.105042
	Iteration 20F: 3 clusters Score -3417172 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -3417374.000000 Penalty: 975.105042
	Iteration 21Q: 3 clusters Score -3417374 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -3417560.000000 Penalty: 975.105042
	Iteration 22Q: 3 clusters Score -3417560 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3417738.250000 Penalty: 975.105042
	Iteration 23Q: 3 clusters Score -3417738 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -3417942.250000 Penalty: 975.105042
	Iteration 24Q: 3 clusters Score -3417942 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -3418169.750000 Penalty: 975.105042
	Iteration 25Q: 3 clusters Score -3418170 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -3418426.750000 Penalty: 975.105042
	Iteration 26Q: 3 clusters Score -3418427 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -3418622.000000 Penalty: 975.105042
	Iteration 27Q: 3 clusters Score -3418622 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -3418840.500000 Penalty: 975.105042
	Iteration 28Q: 3 clusters Score -3418840 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -3419069.250000 Penalty: 975.105042
	Iteration 29Q: 3 clusters Score -3419069 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3419373.500000 Penalty: 975.105042
	Iteration 30Q: 3 clusters Score -3419374 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -3419727.000000 Penalty: 975.105042
	Iteration 31Q: 3 clusters Score -3419727 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -3420041.750000 Penalty: 975.105042
	Iteration 32Q: 3 clusters Score -3420042 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -3420391.750000 Penalty: 975.105042
	Iteration 33Q: 3 clusters Score -3420392 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -3420675.500000 Penalty: 975.105042
	Iteration 34Q: 3 clusters Score -3420676 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -3420932.500000 Penalty: 975.105042
	Iteration 35Q: 3 clusters Score -3420932 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -3421116.000000 Penalty: 975.105042
	Iteration 36Q: 3 clusters Score -3421116 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -3421281.500000 Penalty: 975.105042
	Iteration 37Q: 3 clusters Score -3421282 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -3421444.250000 Penalty: 975.105042
	Iteration 38Q: 3 clusters Score -3421444 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -3421588.250000 Penalty: 975.105042
	Iteration 39Q: 3 clusters Score -3421588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -3421689.500000 Penalty: 975.105042
	Iteration 40F: 3 clusters Score -3421690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -3421781.500000 Penalty: 975.105042
	Iteration 41Q: 3 clusters Score -3421782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -3421854.000000 Penalty: 975.105042
	Iteration 42Q: 3 clusters Score -3421854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -3421918.500000 Penalty: 975.105042
	Iteration 43Q: 3 clusters Score -3421918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -3421959.250000 Penalty: 975.105042
	Iteration 44Q: 3 clusters Score -3421959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -3422017.000000 Penalty: 975.105042
	Iteration 45Q: 3 clusters Score -3422017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -3422044.500000 Penalty: 975.105042
	Iteration 46Q: 3 clusters Score -3422044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -3422068.000000 Penalty: 975.105042
	Iteration 47Q: 3 clusters Score -3422068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -3422083.250000 Penalty: 975.105042
	Iteration 48Q: 3 clusters Score -3422083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -3422093.750000 Penalty: 975.105042
	Iteration 49Q: 3 clusters Score -3422094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -3422099.500000 Penalty: 975.105042
	Iteration 50Q: 3 clusters Score -3422100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -3422104.750000 Penalty: 975.105042
	Iteration 51Q: 3 clusters Score -3422105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -3422107.000000 Penalty: 975.105042
	Iteration 52Q: 3 clusters Score -3422107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -3422107.750000 Penalty: 975.105042
	Iteration 53Q: 3 clusters Score -3422108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -3422108.500000 Penalty: 975.105042
	Iteration 54Q: 3 clusters Score -3422108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -3422112.750000 Penalty: 975.105042
	Iteration 55Q: 3 clusters Score -3422113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -3422110.500000 Penalty: 975.105042
	Iteration 56Q: 3 clusters Score -3422110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -3422108.000000 Penalty: 975.105042
	Iteration 57Q: 3 clusters Score -3422108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -3422108.000000 Penalty: 975.105042
	Iteration 58F: 3 clusters Score -3422108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.064453 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.06 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 235 members 
Entering Unmasked Estep 
Score: -26607.003906 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26607 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26734.265625 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26734.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -26780.820312 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26780.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26806.285156 Penalty: 557.545105
	Iteration 3Q: 3 clusters Score -26806.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26837.210938 Penalty: 557.545105
	Iteration 4F: 3 clusters Score -26837.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26876.300781 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26876.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26916.701172 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26916.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26946.937500 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26946.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26969.277344 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26969.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26982.597656 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26990.658203 Penalty: 557.545105
	Iteration 10Q: 3 clusters Score -26990.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26999.599609 Penalty: 557.545105
	Iteration 11Q: 3 clusters Score -26999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27002.904297 Penalty: 557.545105
	Iteration 12Q: 3 clusters Score -27002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27004.484375 Penalty: 557.545105
	Iteration 13Q: 3 clusters Score -27004.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27006.365234 Penalty: 557.545105
	Iteration 14Q: 3 clusters Score -27006.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27006.431641 Penalty: 557.545105
	Iteration 15Q: 3 clusters Score -27006.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27006.431641 Penalty: 557.545105
	Iteration 16F: 3 clusters Score -27006.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -493907.343750 Penalty: 398.350220
	Iteration 0F: 2 clusters Score -493907.3 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 3200 members 
Entering Unmasked Estep 
Score: -489660.468750 Penalty: 796.700439
	Iteration 0F: 3 clusters Score -489660.5 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -491283.312500 Penalty: 796.700439
	Iteration 1F: 3 clusters Score -491283.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -491424.687500 Penalty: 796.700439
	Iteration 2F: 3 clusters Score -491424.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -491588.343750 Penalty: 796.700439
	Iteration 3F: 3 clusters Score -491588.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -491797.000000 Penalty: 796.700439
	Iteration 4F: 3 clusters Score -491797 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -492057.062500 Penalty: 796.700439
	Iteration 5F: 3 clusters Score -492057.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -492325.375000 Penalty: 796.700439
	Iteration 6F: 3 clusters Score -492325.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -492563.875000 Penalty: 796.700439
	Iteration 7F: 3 clusters Score -492563.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -492737.031250 Penalty: 796.700439
	Iteration 8Q: 3 clusters Score -492737 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -492851.875000 Penalty: 796.700439
	Iteration 9Q: 3 clusters Score -492851.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -492941.187500 Penalty: 796.700439
	Iteration 10Q: 3 clusters Score -492941.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -493014.656250 Penalty: 796.700439
	Iteration 11Q: 3 clusters Score -493014.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -493070.437500 Penalty: 796.700439
	Iteration 12Q: 3 clusters Score -493070.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -493130.125000 Penalty: 796.700439
	Iteration 13Q: 3 clusters Score -493130.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -493191.125000 Penalty: 796.700439
	Iteration 14Q: 3 clusters Score -493191.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -493238.343750 Penalty: 796.700439
	Iteration 15Q: 3 clusters Score -493238.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -493291.687500 Penalty: 796.700439
	Iteration 16Q: 3 clusters Score -493291.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -493344.468750 Penalty: 796.700439
	Iteration 17Q: 3 clusters Score -493344.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -493388.156250 Penalty: 796.700439
	Iteration 18Q: 3 clusters Score -493388.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -493419.156250 Penalty: 796.700439
	Iteration 19Q: 3 clusters Score -493419.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -493441.031250 Penalty: 796.700439
	Iteration 20F: 3 clusters Score -493441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -493458.218750 Penalty: 796.700439
	Iteration 21Q: 3 clusters Score -493458.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -493477.468750 Penalty: 796.700439
	Iteration 22Q: 3 clusters Score -493477.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -493488.187500 Penalty: 796.700439
	Iteration 23Q: 3 clusters Score -493488.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -493495.781250 Penalty: 796.700439
	Iteration 24Q: 3 clusters Score -493495.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -493501.281250 Penalty: 796.700439
	Iteration 25Q: 3 clusters Score -493501.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -493506.875000 Penalty: 796.700439
	Iteration 26Q: 3 clusters Score -493506.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -493512.093750 Penalty: 796.700439
	Iteration 27Q: 3 clusters Score -493512.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -493515.562500 Penalty: 796.700439
	Iteration 28Q: 3 clusters Score -493515.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -493520.156250 Penalty: 796.700439
	Iteration 29Q: 3 clusters Score -493520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -493522.718750 Penalty: 796.700439
	Iteration 30Q: 3 clusters Score -493522.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -493526.781250 Penalty: 796.700439
	Iteration 31Q: 3 clusters Score -493526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -493529.781250 Penalty: 796.700439
	Iteration 32Q: 3 clusters Score -493529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -493530.937500 Penalty: 796.700439
	Iteration 33Q: 3 clusters Score -493530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -493532.625000 Penalty: 796.700439
	Iteration 34Q: 3 clusters Score -493532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -493532.562500 Penalty: 796.700439
	Iteration 35Q: 3 clusters Score -493532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -493532.968750 Penalty: 796.700439
	Iteration 36Q: 3 clusters Score -493533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -493532.656250 Penalty: 796.700439
	Iteration 37Q: 3 clusters Score -493532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -493532.593750 Penalty: 796.700439
	Iteration 38Q: 3 clusters Score -493532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -493532.906250 Penalty: 796.700439
	Iteration 39Q: 3 clusters Score -493532.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -493532.906250 Penalty: 796.700439
	Iteration 40F: 3 clusters Score -493532.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Entering Unmasked Estep 
Score: -1690757.500000 Penalty: 453.212677
	Iteration 0F: 2 clusters Score -1690758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1676648.000000 Penalty: 906.425354
	Iteration 0F: 3 clusters Score -1676648 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1682679.375000 Penalty: 906.425354
	Iteration 1F: 3 clusters Score -1682679 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1683111.500000 Penalty: 906.425354
	Iteration 2Q: 3 clusters Score -1683112 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1683795.750000 Penalty: 906.425354
	Iteration 3F: 3 clusters Score -1683796 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1684925.125000 Penalty: 906.425354
	Iteration 4F: 3 clusters Score -1684925 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1686340.625000 Penalty: 906.425354
	Iteration 5F: 3 clusters Score -1686341 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1687202.750000 Penalty: 906.425354
	Iteration 6F: 3 clusters Score -1687203 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1687514.625000 Penalty: 906.425354
	Iteration 7Q: 3 clusters Score -1687515 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1687666.875000 Penalty: 906.425354
	Iteration 8Q: 3 clusters Score -1687667 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1687797.750000 Penalty: 906.425354
	Iteration 9Q: 3 clusters Score -1687798 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1687948.250000 Penalty: 906.425354
	Iteration 10Q: 3 clusters Score -1687948 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1688116.875000 Penalty: 906.425354
	Iteration 11Q: 3 clusters Score -1688117 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1688287.625000 Penalty: 906.425354
	Iteration 12Q: 3 clusters Score -1688288 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1688491.250000 Penalty: 906.425354
	Iteration 13Q: 3 clusters Score -1688491 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1688723.250000 Penalty: 906.425354
	Iteration 14Q: 3 clusters Score -1688723 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1688984.000000 Penalty: 906.425354
	Iteration 15Q: 3 clusters Score -1688984 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1689219.500000 Penalty: 906.425354
	Iteration 16Q: 3 clusters Score -1689220 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1689407.625000 Penalty: 906.425354
	Iteration 17Q: 3 clusters Score -1689408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1689544.375000 Penalty: 906.425354
	Iteration 18Q: 3 clusters Score -1689544 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1689616.750000 Penalty: 906.425354
	Iteration 19Q: 3 clusters Score -1689617 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1689660.125000 Penalty: 906.425354
	Iteration 20F: 3 clusters Score -1689660 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1689686.000000 Penalty: 906.425354
	Iteration 21Q: 3 clusters Score -1689686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1689703.625000 Penalty: 906.425354
	Iteration 22Q: 3 clusters Score -1689704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1689714.500000 Penalty: 906.425354
	Iteration 23Q: 3 clusters Score -1689714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1689741.250000 Penalty: 906.425354
	Iteration 24Q: 3 clusters Score -1689741 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1689750.000000 Penalty: 906.425354
	Iteration 25Q: 3 clusters Score -1689750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1689759.500000 Penalty: 906.425354
	Iteration 26Q: 3 clusters Score -1689760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1689774.250000 Penalty: 906.425354
	Iteration 27Q: 3 clusters Score -1689774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1689779.250000 Penalty: 906.425354
	Iteration 28Q: 3 clusters Score -1689779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1689778.875000 Penalty: 906.425354
	Iteration 29Q: 3 clusters Score -1689779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1689786.125000 Penalty: 906.425354
	Iteration 30Q: 3 clusters Score -1689786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1689794.500000 Penalty: 906.425354
	Iteration 31Q: 3 clusters Score -1689794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1689795.125000 Penalty: 906.425354
	Iteration 32Q: 3 clusters Score -1689795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1689796.125000 Penalty: 906.425354
	Iteration 33Q: 3 clusters Score -1689796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1689805.750000 Penalty: 906.425354
	Iteration 34Q: 3 clusters Score -1689806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1689812.875000 Penalty: 906.425354
	Iteration 35Q: 3 clusters Score -1689813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1689817.375000 Penalty: 906.425354
	Iteration 36Q: 3 clusters Score -1689817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1689826.750000 Penalty: 906.425354
	Iteration 37Q: 3 clusters Score -1689827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1689829.000000 Penalty: 906.425354
	Iteration 38Q: 3 clusters Score -1689829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1689836.375000 Penalty: 906.425354
	Iteration 39Q: 3 clusters Score -1689836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1689841.625000 Penalty: 906.425354
	Iteration 40F: 3 clusters Score -1689842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1689847.750000 Penalty: 906.425354
	Iteration 41Q: 3 clusters Score -1689848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1689856.375000 Penalty: 906.425354
	Iteration 42Q: 3 clusters Score -1689856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1689861.625000 Penalty: 906.425354
	Iteration 43Q: 3 clusters Score -1689862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1689865.625000 Penalty: 906.425354
	Iteration 44Q: 3 clusters Score -1689866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1689866.250000 Penalty: 906.425354
	Iteration 45Q: 3 clusters Score -1689866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1689865.000000 Penalty: 906.425354
	Iteration 46Q: 3 clusters Score -1689865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1689874.625000 Penalty: 906.425354
	Iteration 47Q: 3 clusters Score -1689875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1689879.375000 Penalty: 906.425354
	Iteration 48Q: 3 clusters Score -1689879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1689882.125000 Penalty: 906.425354
	Iteration 49Q: 3 clusters Score -1689882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1689882.000000 Penalty: 906.425354
	Iteration 50Q: 3 clusters Score -1689882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1689881.875000 Penalty: 906.425354
	Iteration 51Q: 3 clusters Score -1689882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1689880.625000 Penalty: 906.425354
	Iteration 52Q: 3 clusters Score -1689881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1689875.875000 Penalty: 906.425354
	Iteration 53Q: 3 clusters Score -1689876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1689880.000000 Penalty: 906.425354
	Iteration 54Q: 3 clusters Score -1689880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1689882.125000 Penalty: 906.425354
	Iteration 55Q: 3 clusters Score -1689882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -1689888.750000 Penalty: 906.425354
	Iteration 56Q: 3 clusters Score -1689889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1689887.500000 Penalty: 906.425354
	Iteration 57Q: 3 clusters Score -1689888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1689890.125000 Penalty: 906.425354
	Iteration 58Q: 3 clusters Score -1689890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1689889.750000 Penalty: 906.425354
	Iteration 59Q: 3 clusters Score -1689890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1689890.750000 Penalty: 906.425354
	Iteration 60F: 3 clusters Score -1689891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1689891.250000 Penalty: 906.425354
	Iteration 61Q: 3 clusters Score -1689891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1689890.875000 Penalty: 906.425354
	Iteration 62Q: 3 clusters Score -1689891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1689894.625000 Penalty: 906.425354
	Iteration 63Q: 3 clusters Score -1689895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1689893.125000 Penalty: 906.425354
	Iteration 64Q: 3 clusters Score -1689893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1689893.500000 Penalty: 906.425354
	Iteration 65Q: 3 clusters Score -1689894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1689892.750000 Penalty: 906.425354
	Iteration 66Q: 3 clusters Score -1689893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1689893.375000 Penalty: 906.425354
	Iteration 67Q: 3 clusters Score -1689893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1689891.750000 Penalty: 906.425354
	Iteration 68Q: 3 clusters Score -1689892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1689890.000000 Penalty: 906.425354
	Iteration 69Q: 3 clusters Score -1689890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1689890.750000 Penalty: 906.425354
	Iteration 70Q: 3 clusters Score -1689891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1689892.500000 Penalty: 906.425354
	Iteration 71Q: 3 clusters Score -1689892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1689893.625000 Penalty: 906.425354
	Iteration 72Q: 3 clusters Score -1689894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1689897.750000 Penalty: 906.425354
	Iteration 73Q: 3 clusters Score -1689898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1689899.750000 Penalty: 906.425354
	Iteration 74Q: 3 clusters Score -1689900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1689900.000000 Penalty: 906.425354
	Iteration 75Q: 3 clusters Score -1689900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1689902.000000 Penalty: 906.425354
	Iteration 76Q: 3 clusters Score -1689902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1689903.500000 Penalty: 906.425354
	Iteration 77Q: 3 clusters Score -1689904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1689908.875000 Penalty: 906.425354
	Iteration 78Q: 3 clusters Score -1689909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1689912.000000 Penalty: 906.425354
	Iteration 79Q: 3 clusters Score -1689912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1689912.625000 Penalty: 906.425354
	Iteration 80F: 3 clusters Score -1689913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1689915.875000 Penalty: 906.425354
	Iteration 81Q: 3 clusters Score -1689916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1689919.500000 Penalty: 906.425354
	Iteration 82Q: 3 clusters Score -1689920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1689920.750000 Penalty: 906.425354
	Iteration 83Q: 3 clusters Score -1689921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1689919.750000 Penalty: 906.425354
	Iteration 84Q: 3 clusters Score -1689920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1689924.000000 Penalty: 906.425354
	Iteration 85Q: 3 clusters Score -1689924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1689930.625000 Penalty: 906.425354
	Iteration 86Q: 3 clusters Score -1689931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1689938.375000 Penalty: 906.425354
	Iteration 87Q: 3 clusters Score -1689938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1689946.750000 Penalty: 906.425354
	Iteration 88Q: 3 clusters Score -1689947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1689951.625000 Penalty: 906.425354
	Iteration 89Q: 3 clusters Score -1689952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1689954.750000 Penalty: 906.425354
	Iteration 90Q: 3 clusters Score -1689955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1689959.000000 Penalty: 906.425354
	Iteration 91Q: 3 clusters Score -1689959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1689965.875000 Penalty: 906.425354
	Iteration 92Q: 3 clusters Score -1689966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1689974.750000 Penalty: 906.425354
	Iteration 93Q: 3 clusters Score -1689975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -1689980.375000 Penalty: 906.425354
	Iteration 94Q: 3 clusters Score -1689980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1689977.875000 Penalty: 906.425354
	Iteration 95Q: 3 clusters Score -1689978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1689982.250000 Penalty: 906.425354
	Iteration 96Q: 3 clusters Score -1689982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1689985.250000 Penalty: 906.425354
	Iteration 97Q: 3 clusters Score -1689985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1689990.500000 Penalty: 906.425354
	Iteration 98Q: 3 clusters Score -1689990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1689996.125000 Penalty: 906.425354
	Iteration 99Q: 3 clusters Score -1689996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1690003.875000 Penalty: 906.425354
	Iteration 100F: 3 clusters Score -1690004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1690007.000000 Penalty: 906.425354
	Iteration 101Q: 3 clusters Score -1690007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1690012.125000 Penalty: 906.425354
	Iteration 102Q: 3 clusters Score -1690012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1690014.000000 Penalty: 906.425354
	Iteration 103Q: 3 clusters Score -1690014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1690015.375000 Penalty: 906.425354
	Iteration 104Q: 3 clusters Score -1690015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1690025.500000 Penalty: 906.425354
	Iteration 105Q: 3 clusters Score -1690026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1690027.500000 Penalty: 906.425354
	Iteration 106Q: 3 clusters Score -1690028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1690028.625000 Penalty: 906.425354
	Iteration 107Q: 3 clusters Score -1690029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1690035.500000 Penalty: 906.425354
	Iteration 108Q: 3 clusters Score -1690036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1690043.250000 Penalty: 906.425354
	Iteration 109Q: 3 clusters Score -1690043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1690043.000000 Penalty: 906.425354
	Iteration 110Q: 3 clusters Score -1690043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1690050.125000 Penalty: 906.425354
	Iteration 111Q: 3 clusters Score -1690050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1690056.250000 Penalty: 906.425354
	Iteration 112Q: 3 clusters Score -1690056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1690067.625000 Penalty: 906.425354
	Iteration 113Q: 3 clusters Score -1690068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1690075.000000 Penalty: 906.425354
	Iteration 114Q: 3 clusters Score -1690075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1690083.750000 Penalty: 906.425354
	Iteration 115Q: 3 clusters Score -1690084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1690091.000000 Penalty: 906.425354
	Iteration 116Q: 3 clusters Score -1690091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1690101.875000 Penalty: 906.425354
	Iteration 117Q: 3 clusters Score -1690102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1690108.625000 Penalty: 906.425354
	Iteration 118Q: 3 clusters Score -1690109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1690113.750000 Penalty: 906.425354
	Iteration 119Q: 3 clusters Score -1690114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1690119.750000 Penalty: 906.425354
	Iteration 120F: 3 clusters Score -1690120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1690123.750000 Penalty: 906.425354
	Iteration 121Q: 3 clusters Score -1690124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1690126.125000 Penalty: 906.425354
	Iteration 122Q: 3 clusters Score -1690126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1690130.375000 Penalty: 906.425354
	Iteration 123Q: 3 clusters Score -1690130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1690134.750000 Penalty: 906.425354
	Iteration 124Q: 3 clusters Score -1690135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1690136.250000 Penalty: 906.425354
	Iteration 125Q: 3 clusters Score -1690136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1690144.875000 Penalty: 906.425354
	Iteration 126Q: 3 clusters Score -1690145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1690157.125000 Penalty: 906.425354
	Iteration 127Q: 3 clusters Score -1690157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -1690164.000000 Penalty: 906.425354
	Iteration 128Q: 3 clusters Score -1690164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -1690173.375000 Penalty: 906.425354
	Iteration 129Q: 3 clusters Score -1690173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1690172.375000 Penalty: 906.425354
	Iteration 130Q: 3 clusters Score -1690172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1690179.625000 Penalty: 906.425354
	Iteration 131Q: 3 clusters Score -1690180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1690188.625000 Penalty: 906.425354
	Iteration 132Q: 3 clusters Score -1690189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1690188.250000 Penalty: 906.425354
	Iteration 133Q: 3 clusters Score -1690188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1690192.875000 Penalty: 906.425354
	Iteration 134Q: 3 clusters Score -1690193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -1690202.375000 Penalty: 906.425354
	Iteration 135Q: 3 clusters Score -1690202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1690200.500000 Penalty: 906.425354
	Iteration 136Q: 3 clusters Score -1690200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1690203.125000 Penalty: 906.425354
	Iteration 137Q: 3 clusters Score -1690203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1690205.875000 Penalty: 906.425354
	Iteration 138Q: 3 clusters Score -1690206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1690205.875000 Penalty: 906.425354
	Iteration 139Q: 3 clusters Score -1690206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1690210.875000 Penalty: 906.425354
	Iteration 140F: 3 clusters Score -1690211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1690210.250000 Penalty: 906.425354
	Iteration 141Q: 3 clusters Score -1690210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -1690212.250000 Penalty: 906.425354
	Iteration 142Q: 3 clusters Score -1690212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1690216.875000 Penalty: 906.425354
	Iteration 143Q: 3 clusters Score -1690217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1690219.875000 Penalty: 906.425354
	Iteration 144Q: 3 clusters Score -1690220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1690228.875000 Penalty: 906.425354
	Iteration 145Q: 3 clusters Score -1690229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1690230.125000 Penalty: 906.425354
	Iteration 146Q: 3 clusters Score -1690230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1690235.375000 Penalty: 906.425354
	Iteration 147Q: 3 clusters Score -1690235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -1690238.375000 Penalty: 906.425354
	Iteration 148Q: 3 clusters Score -1690238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1690243.000000 Penalty: 906.425354
	Iteration 149Q: 3 clusters Score -1690243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1690241.625000 Penalty: 906.425354
	Iteration 150Q: 3 clusters Score -1690242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1690247.375000 Penalty: 906.425354
	Iteration 151Q: 3 clusters Score -1690247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1690248.375000 Penalty: 906.425354
	Iteration 152Q: 3 clusters Score -1690248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1690247.750000 Penalty: 906.425354
	Iteration 153Q: 3 clusters Score -1690248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1690251.750000 Penalty: 906.425354
	Iteration 154Q: 3 clusters Score -1690252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1690251.750000 Penalty: 906.425354
	Iteration 155Q: 3 clusters Score -1690252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1690253.125000 Penalty: 906.425354
	Iteration 156Q: 3 clusters Score -1690253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -1690253.125000 Penalty: 906.425354
	Iteration 157Q: 3 clusters Score -1690253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1690257.250000 Penalty: 906.425354
	Iteration 158Q: 3 clusters Score -1690257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1690256.875000 Penalty: 906.425354
	Iteration 159Q: 3 clusters Score -1690257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1690258.750000 Penalty: 906.425354
	Iteration 160F: 3 clusters Score -1690259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1690261.375000 Penalty: 906.425354
	Iteration 161Q: 3 clusters Score -1690261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1690260.000000 Penalty: 906.425354
	Iteration 162Q: 3 clusters Score -1690260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1690260.125000 Penalty: 906.425354
	Iteration 163Q: 3 clusters Score -1690260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -1690260.250000 Penalty: 906.425354
	Iteration 164Q: 3 clusters Score -1690260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1690260.500000 Penalty: 906.425354
	Iteration 165Q: 3 clusters Score -1690260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1690260.500000 Penalty: 906.425354
	Iteration 166Q: 3 clusters Score -1690260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -1690260.875000 Penalty: 906.425354
	Iteration 167Q: 3 clusters Score -1690261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1690262.750000 Penalty: 906.425354
	Iteration 168Q: 3 clusters Score -1690263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -1690260.000000 Penalty: 906.425354
	Iteration 169Q: 3 clusters Score -1690260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1690261.625000 Penalty: 906.425354
	Iteration 170Q: 3 clusters Score -1690262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -1690262.500000 Penalty: 906.425354
	Iteration 171Q: 3 clusters Score -1690262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1690261.625000 Penalty: 906.425354
	Iteration 172Q: 3 clusters Score -1690262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1690267.500000 Penalty: 906.425354
	Iteration 173Q: 3 clusters Score -1690268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1690271.000000 Penalty: 906.425354
	Iteration 174Q: 3 clusters Score -1690271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1690268.000000 Penalty: 906.425354
	Iteration 175Q: 3 clusters Score -1690268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1690272.500000 Penalty: 906.425354
	Iteration 176Q: 3 clusters Score -1690272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1690275.125000 Penalty: 906.425354
	Iteration 177Q: 3 clusters Score -1690275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1690276.500000 Penalty: 906.425354
	Iteration 178Q: 3 clusters Score -1690276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1690273.625000 Penalty: 906.425354
	Iteration 179Q: 3 clusters Score -1690274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -1690275.375000 Penalty: 906.425354
	Iteration 180F: 3 clusters Score -1690275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -1690278.500000 Penalty: 906.425354
	Iteration 181Q: 3 clusters Score -1690278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1690281.375000 Penalty: 906.425354
	Iteration 182Q: 3 clusters Score -1690281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -1690281.375000 Penalty: 906.425354
	Iteration 183Q: 3 clusters Score -1690281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1690283.625000 Penalty: 906.425354
	Iteration 184Q: 3 clusters Score -1690284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1690284.375000 Penalty: 906.425354
	Iteration 185Q: 3 clusters Score -1690284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1690284.625000 Penalty: 906.425354
	Iteration 186Q: 3 clusters Score -1690285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1690284.750000 Penalty: 906.425354
	Iteration 187Q: 3 clusters Score -1690285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1690284.875000 Penalty: 906.425354
	Iteration 188Q: 3 clusters Score -1690285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1690285.875000 Penalty: 906.425354
	Iteration 189Q: 3 clusters Score -1690286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -1690284.375000 Penalty: 906.425354
	Iteration 190Q: 3 clusters Score -1690284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1690284.000000 Penalty: 906.425354
	Iteration 191Q: 3 clusters Score -1690284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1690284.000000 Penalty: 906.425354
	Iteration 192Q: 3 clusters Score -1690284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1690284.375000 Penalty: 906.425354
	Iteration 193Q: 3 clusters Score -1690284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1690284.375000 Penalty: 906.425354
	Iteration 194F: 3 clusters Score -1690284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8393.190430 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8393.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8421.495117 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8421.495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8432.726562 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8432.727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8439.322266 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -8439.322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8445.097656 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8445.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8447.226562 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8447.227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8447.226562 Penalty: 440.821045
	Iteration 6F: 3 clusters Score -8447.227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -148523.671875 Penalty: 347.185974
	Iteration 0F: 2 clusters Score -148523.7 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 1024 members 
Entering Unmasked Estep 
Score: -147030.187500 Penalty: 694.371948
	Iteration 0F: 3 clusters Score -147030.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -147560.875000 Penalty: 694.371948
	Iteration 1F: 3 clusters Score -147560.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147679.046875 Penalty: 694.371948
	Iteration 2F: 3 clusters Score -147679 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -147823.968750 Penalty: 694.371948
	Iteration 3F: 3 clusters Score -147824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -147945.453125 Penalty: 694.371948
	Iteration 4F: 3 clusters Score -147945.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -148038.937500 Penalty: 694.371948
	Iteration 5F: 3 clusters Score -148038.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -148114.484375 Penalty: 694.371948
	Iteration 6Q: 3 clusters Score -148114.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148154.968750 Penalty: 694.371948
	Iteration 7Q: 3 clusters Score -148155 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -148184.125000 Penalty: 694.371948
	Iteration 8Q: 3 clusters Score -148184.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -148212.468750 Penalty: 694.371948
	Iteration 9Q: 3 clusters Score -148212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148233.828125 Penalty: 694.371948
	Iteration 10Q: 3 clusters Score -148233.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -148248.593750 Penalty: 694.371948
	Iteration 11Q: 3 clusters Score -148248.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -148258.609375 Penalty: 694.371948
	Iteration 12Q: 3 clusters Score -148258.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -148264.562500 Penalty: 694.371948
	Iteration 13Q: 3 clusters Score -148264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -148273.859375 Penalty: 694.371948
	Iteration 14Q: 3 clusters Score -148273.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -148280.984375 Penalty: 694.371948
	Iteration 15Q: 3 clusters Score -148281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -148287.453125 Penalty: 694.371948
	Iteration 16Q: 3 clusters Score -148287.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -148295.437500 Penalty: 694.371948
	Iteration 17Q: 3 clusters Score -148295.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -148300.890625 Penalty: 694.371948
	Iteration 18Q: 3 clusters Score -148300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -148303.484375 Penalty: 694.371948
	Iteration 19Q: 3 clusters Score -148303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -148305.015625 Penalty: 694.371948
	Iteration 20F: 3 clusters Score -148305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -148305.359375 Penalty: 694.371948
	Iteration 21Q: 3 clusters Score -148305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -148307.828125 Penalty: 694.371948
	Iteration 22Q: 3 clusters Score -148307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -148308.562500 Penalty: 694.371948
	Iteration 23Q: 3 clusters Score -148308.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -148308.687500 Penalty: 694.371948
	Iteration 24Q: 3 clusters Score -148308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -148309.453125 Penalty: 694.371948
	Iteration 25Q: 3 clusters Score -148309.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -148309.296875 Penalty: 694.371948
	Iteration 26Q: 3 clusters Score -148309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -148309.296875 Penalty: 694.371948
	Iteration 27F: 3 clusters Score -148309.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Entering Unmasked Estep 
Score: -1644806.375000 Penalty: 452.338501
	Iteration 0F: 2 clusters Score -1644806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1630845.750000 Penalty: 904.677002
	Iteration 0F: 3 clusters Score -1630846 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1636554.750000 Penalty: 904.677002
	Iteration 1F: 3 clusters Score -1636555 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1636721.625000 Penalty: 904.677002
	Iteration 2Q: 3 clusters Score -1636722 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1636917.125000 Penalty: 904.677002
	Iteration 3Q: 3 clusters Score -1636917 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1637145.375000 Penalty: 904.677002
	Iteration 4Q: 3 clusters Score -1637145 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1637504.750000 Penalty: 904.677002
	Iteration 5Q: 3 clusters Score -1637505 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1638036.625000 Penalty: 904.677002
	Iteration 6Q: 3 clusters Score -1638037 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1638856.875000 Penalty: 904.677002
	Iteration 7F: 3 clusters Score -1638857 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1639972.875000 Penalty: 904.677002
	Iteration 8F: 3 clusters Score -1639973 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1641094.875000 Penalty: 904.677002
	Iteration 9F: 3 clusters Score -1641095 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1641785.625000 Penalty: 904.677002
	Iteration 10Q: 3 clusters Score -1641786 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1642159.625000 Penalty: 904.677002
	Iteration 11Q: 3 clusters Score -1642160 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1642397.750000 Penalty: 904.677002
	Iteration 12Q: 3 clusters Score -1642398 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1642619.375000 Penalty: 904.677002
	Iteration 13Q: 3 clusters Score -1642619 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1642848.875000 Penalty: 904.677002
	Iteration 14Q: 3 clusters Score -1642849 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1643065.875000 Penalty: 904.677002
	Iteration 15Q: 3 clusters Score -1643066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1643261.000000 Penalty: 904.677002
	Iteration 16Q: 3 clusters Score -1643261 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1643461.250000 Penalty: 904.677002
	Iteration 17Q: 3 clusters Score -1643461 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -1643606.750000 Penalty: 904.677002
	Iteration 18Q: 3 clusters Score -1643607 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -1643761.500000 Penalty: 904.677002
	Iteration 19Q: 3 clusters Score -1643762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1643889.500000 Penalty: 904.677002
	Iteration 20F: 3 clusters Score -1643890 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1644017.375000 Penalty: 904.677002
	Iteration 21Q: 3 clusters Score -1644017 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1644157.000000 Penalty: 904.677002
	Iteration 22Q: 3 clusters Score -1644157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1644252.000000 Penalty: 904.677002
	Iteration 23Q: 3 clusters Score -1644252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -1644309.875000 Penalty: 904.677002
	Iteration 24Q: 3 clusters Score -1644310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -1644347.750000 Penalty: 904.677002
	Iteration 25Q: 3 clusters Score -1644348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -1644367.375000 Penalty: 904.677002
	Iteration 26Q: 3 clusters Score -1644367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1644383.875000 Penalty: 904.677002
	Iteration 27Q: 3 clusters Score -1644384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1644389.000000 Penalty: 904.677002
	Iteration 28Q: 3 clusters Score -1644389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1644390.750000 Penalty: 904.677002
	Iteration 29Q: 3 clusters Score -1644391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -1644390.750000 Penalty: 904.677002
	Iteration 30F: 3 clusters Score -1644391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12834.898438 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -12834.9 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 94 members 
Entering Unmasked Estep 
Score: -12566.953125 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -12566.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12662.690430 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -12662.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12695.048828 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -12695.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12705.006836 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -12705.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12710.340820 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -12710.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12710.340820 Penalty: 483.052338
	Iteration 5F: 3 clusters Score -12710.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 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 58 members 
Entering Unmasked Estep 
Score: -8488.111328 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8488.111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8526.155273 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8526.155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8533.895508 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -8533.896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8538.045898 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -8538.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8538.045898 Penalty: 436.416962
	Iteration 4F: 3 clusters Score -8538.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12755.923828 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12755.92 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12951.508789 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12951.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13013.681641 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -13013.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13047.581055 Penalty: 562.569763
	Iteration 3Q: 3 clusters Score -13047.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13077.045898 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13077.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13099.105469 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13099.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13128.736328 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13128.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13155.814453 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13155.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13174.863281 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13174.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13187.979492 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13187.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13207.269531 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13207.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13221.911133 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13221.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13237.958008 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13237.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13254.226562 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13254.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13267.417969 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -13267.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13273.392578 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -13273.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13276.208984 Penalty: 562.569763
	Iteration 16Q: 3 clusters Score -13276.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13279.439453 Penalty: 562.569763
	Iteration 17Q: 3 clusters Score -13279.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -13287.575195 Penalty: 562.569763
	Iteration 18Q: 3 clusters Score -13287.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13298.973633 Penalty: 562.569763
	Iteration 19Q: 3 clusters Score -13298.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13304.082031 Penalty: 562.569763
	Iteration 20F: 3 clusters Score -13304.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13307.773438 Penalty: 562.569763
	Iteration 21Q: 3 clusters Score -13307.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13311.648438 Penalty: 562.569763
	Iteration 22Q: 3 clusters Score -13311.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13311.648438 Penalty: 562.569763
	Iteration 23F: 3 clusters Score -13311.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20696 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 261 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18400 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14028 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4675 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 35484 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5735 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2321 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3487 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 223 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23970 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12380 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36842 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25060 members 
Entering Unmasked Estep 
Score: -42179536.000000 Penalty: 47552.976562
Splitting cluster 27 changes total score from -42179840.000000 to -42179536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -22117.681641 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -22117.68 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 171 members 
Entering Unmasked Estep 
Score: -21729.146484 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21729.15 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21807.626953 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21807.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21840.904297 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21840.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21855.929688 Penalty: 529.085876
	Iteration 3F: 3 clusters Score -21855.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -21866.228516 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21866.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21870.785156 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21870.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21874.050781 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21874.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21878.583984 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21878.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21879.113281 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21879.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21879.416016 Penalty: 529.085876
	Iteration 9Q: 3 clusters Score -21879.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21879.416016 Penalty: 529.085876
	Iteration 10F: 3 clusters Score -21879.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Entering Unmasked Estep 
Score: -771534.937500 Penalty: 416.172821
	Iteration 0F: 2 clusters Score -771534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -765253.625000 Penalty: 832.345642
	Iteration 0F: 3 clusters Score -765253.6 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -767719.875000 Penalty: 832.345642
	Iteration 1F: 3 clusters Score -767719.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -768016.750000 Penalty: 832.345642
	Iteration 2F: 3 clusters Score -768016.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -768408.812500 Penalty: 832.345642
	Iteration 3F: 3 clusters Score -768408.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -768897.250000 Penalty: 832.345642
	Iteration 4F: 3 clusters Score -768897.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -769526.812500 Penalty: 832.345642
	Iteration 5F: 3 clusters Score -769526.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -770131.062500 Penalty: 832.345642
	Iteration 6F: 3 clusters Score -770131.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -770484.125000 Penalty: 832.345642
	Iteration 7F: 3 clusters Score -770484.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -770618.187500 Penalty: 832.345642
	Iteration 8Q: 3 clusters Score -770618.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -770682.375000 Penalty: 832.345642
	Iteration 9Q: 3 clusters Score -770682.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -770708.812500 Penalty: 832.345642
	Iteration 10Q: 3 clusters Score -770708.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -770735.812500 Penalty: 832.345642
	Iteration 11Q: 3 clusters Score -770735.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -770753.687500 Penalty: 832.345642
	Iteration 12Q: 3 clusters Score -770753.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -770776.625000 Penalty: 832.345642
	Iteration 13Q: 3 clusters Score -770776.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -770794.375000 Penalty: 832.345642
	Iteration 14Q: 3 clusters Score -770794.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -770808.250000 Penalty: 832.345642
	Iteration 15Q: 3 clusters Score -770808.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -770822.437500 Penalty: 832.345642
	Iteration 16Q: 3 clusters Score -770822.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -770833.187500 Penalty: 832.345642
	Iteration 17Q: 3 clusters Score -770833.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -770851.062500 Penalty: 832.345642
	Iteration 18Q: 3 clusters Score -770851.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -770865.187500 Penalty: 832.345642
	Iteration 19Q: 3 clusters Score -770865.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -770876.875000 Penalty: 832.345642
	Iteration 20F: 3 clusters Score -770876.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -770893.875000 Penalty: 832.345642
	Iteration 21Q: 3 clusters Score -770893.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -770914.562500 Penalty: 832.345642
	Iteration 22Q: 3 clusters Score -770914.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -770916.000000 Penalty: 832.345642
	Iteration 23Q: 3 clusters Score -770916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -770918.500000 Penalty: 832.345642
	Iteration 24Q: 3 clusters Score -770918.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -770927.875000 Penalty: 832.345642
	Iteration 25Q: 3 clusters Score -770927.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -770941.125000 Penalty: 832.345642
	Iteration 26Q: 3 clusters Score -770941.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -770951.687500 Penalty: 832.345642
	Iteration 27Q: 3 clusters Score -770951.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -770962.562500 Penalty: 832.345642
	Iteration 28Q: 3 clusters Score -770962.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -770969.250000 Penalty: 832.345642
	Iteration 29Q: 3 clusters Score -770969.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -770974.937500 Penalty: 832.345642
	Iteration 30Q: 3 clusters Score -770974.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -770983.062500 Penalty: 832.345642
	Iteration 31Q: 3 clusters Score -770983.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -770990.000000 Penalty: 832.345642
	Iteration 32Q: 3 clusters Score -770990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -771000.062500 Penalty: 832.345642
	Iteration 33Q: 3 clusters Score -771000.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -771010.437500 Penalty: 832.345642
	Iteration 34Q: 3 clusters Score -771010.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -771029.250000 Penalty: 832.345642
	Iteration 35Q: 3 clusters Score -771029.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -771036.750000 Penalty: 832.345642
	Iteration 36Q: 3 clusters Score -771036.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -771046.000000 Penalty: 832.345642
	Iteration 37Q: 3 clusters Score -771046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -771054.500000 Penalty: 832.345642
	Iteration 38Q: 3 clusters Score -771054.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -771055.625000 Penalty: 832.345642
	Iteration 39Q: 3 clusters Score -771055.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -771059.750000 Penalty: 832.345642
	Iteration 40F: 3 clusters Score -771059.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -771067.375000 Penalty: 832.345642
	Iteration 41Q: 3 clusters Score -771067.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -771069.000000 Penalty: 832.345642
	Iteration 42Q: 3 clusters Score -771069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -771067.562500 Penalty: 832.345642
	Iteration 43Q: 3 clusters Score -771067.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -771067.625000 Penalty: 832.345642
	Iteration 44Q: 3 clusters Score -771067.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -771064.500000 Penalty: 832.345642
	Iteration 45Q: 3 clusters Score -771064.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -771065.250000 Penalty: 832.345642
	Iteration 46Q: 3 clusters Score -771065.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -771067.937500 Penalty: 832.345642
	Iteration 47Q: 3 clusters Score -771067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -771066.000000 Penalty: 832.345642
	Iteration 48Q: 3 clusters Score -771066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -771063.750000 Penalty: 832.345642
	Iteration 49Q: 3 clusters Score -771063.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -771061.312500 Penalty: 832.345642
	Iteration 50Q: 3 clusters Score -771061.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -771062.625000 Penalty: 832.345642
	Iteration 51Q: 3 clusters Score -771062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -771060.250000 Penalty: 832.345642
	Iteration 52Q: 3 clusters Score -771060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -771060.187500 Penalty: 832.345642
	Iteration 53Q: 3 clusters Score -771060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -771056.437500 Penalty: 832.345642
	Iteration 54Q: 3 clusters Score -771056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -771049.687500 Penalty: 832.345642
	Iteration 55Q: 3 clusters Score -771049.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -771047.250000 Penalty: 832.345642
	Iteration 56Q: 3 clusters Score -771047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -771045.437500 Penalty: 832.345642
	Iteration 57Q: 3 clusters Score -771045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -771048.500000 Penalty: 832.345642
	Iteration 58Q: 3 clusters Score -771048.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -771047.562500 Penalty: 832.345642
	Iteration 59Q: 3 clusters Score -771047.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -771052.812500 Penalty: 832.345642
	Iteration 60F: 3 clusters Score -771052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -771051.875000 Penalty: 832.345642
	Iteration 61Q: 3 clusters Score -771051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -771044.687500 Penalty: 832.345642
	Iteration 62Q: 3 clusters Score -771044.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -771033.937500 Penalty: 832.345642
	Iteration 63Q: 3 clusters Score -771033.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -771046.875000 Penalty: 832.345642
	Iteration 64Q: 3 clusters Score -771046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -771048.750000 Penalty: 832.345642
	Iteration 65Q: 3 clusters Score -771048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -771054.312500 Penalty: 832.345642
	Iteration 66Q: 3 clusters Score -771054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -771052.750000 Penalty: 832.345642
	Iteration 67Q: 3 clusters Score -771052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -771051.312500 Penalty: 832.345642
	Iteration 68Q: 3 clusters Score -771051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -771052.500000 Penalty: 832.345642
	Iteration 69Q: 3 clusters Score -771052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -771048.875000 Penalty: 832.345642
	Iteration 70Q: 3 clusters Score -771048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -771052.687500 Penalty: 832.345642
	Iteration 71Q: 3 clusters Score -771052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -771054.187500 Penalty: 832.345642
	Iteration 72Q: 3 clusters Score -771054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -771054.437500 Penalty: 832.345642
	Iteration 73Q: 3 clusters Score -771054.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -771057.375000 Penalty: 832.345642
	Iteration 74Q: 3 clusters Score -771057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -771055.812500 Penalty: 832.345642
	Iteration 75Q: 3 clusters Score -771055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -771058.437500 Penalty: 832.345642
	Iteration 76Q: 3 clusters Score -771058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -771058.437500 Penalty: 832.345642
	Iteration 77F: 3 clusters Score -771058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -38062.789062 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -38062.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37575.300781 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -37575.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37739.660156 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -37739.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37807.003906 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -37807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37875.761719 Penalty: 567.152771
	Iteration 3F: 3 clusters Score -37875.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37916.070312 Penalty: 567.152771
	Iteration 4F: 3 clusters Score -37916.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -37928.179688 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -37928.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -37939.457031 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -37939.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -37942.261719 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -37942.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -37944.316406 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -37944.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -37946.253906 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -37946.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -37948.476562 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -37948.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37949.542969 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -37949.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -37952.500000 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -37952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -37954.578125 Penalty: 567.152771
	Iteration 13Q: 3 clusters Score -37954.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -37957.382812 Penalty: 567.152771
	Iteration 14Q: 3 clusters Score -37957.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37958.148438 Penalty: 567.152771
	Iteration 15Q: 3 clusters Score -37958.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37959.703125 Penalty: 567.152771
	Iteration 16Q: 3 clusters Score -37959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37959.703125 Penalty: 567.152771
	Iteration 17F: 3 clusters Score -37959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Entering Unmasked Estep 
Score: -1421866.000000 Penalty: 444.170166
	Iteration 0F: 2 clusters Score -1421866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1410425.875000 Penalty: 888.340332
	Iteration 0F: 3 clusters Score -1410426 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1415154.500000 Penalty: 888.340332
	Iteration 1F: 3 clusters Score -1415154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1415618.000000 Penalty: 888.340332
	Iteration 2F: 3 clusters Score -1415618 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1416306.250000 Penalty: 888.340332
	Iteration 3F: 3 clusters Score -1416306 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1417210.250000 Penalty: 888.340332
	Iteration 4F: 3 clusters Score -1417210 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1418295.625000 Penalty: 888.340332
	Iteration 5F: 3 clusters Score -1418296 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1419327.750000 Penalty: 888.340332
	Iteration 6F: 3 clusters Score -1419328 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1420182.250000 Penalty: 888.340332
	Iteration 7F: 3 clusters Score -1420182 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1420796.750000 Penalty: 888.340332
	Iteration 8Q: 3 clusters Score -1420797 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1421200.500000 Penalty: 888.340332
	Iteration 9Q: 3 clusters Score -1421200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1421368.375000 Penalty: 888.340332
	Iteration 10Q: 3 clusters Score -1421368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1421429.125000 Penalty: 888.340332
	Iteration 11Q: 3 clusters Score -1421429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1421453.750000 Penalty: 888.340332
	Iteration 12Q: 3 clusters Score -1421454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1421469.375000 Penalty: 888.340332
	Iteration 13Q: 3 clusters Score -1421469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1421474.250000 Penalty: 888.340332
	Iteration 14Q: 3 clusters Score -1421474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1421476.125000 Penalty: 888.340332
	Iteration 15Q: 3 clusters Score -1421476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1421482.000000 Penalty: 888.340332
	Iteration 16Q: 3 clusters Score -1421482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1421488.125000 Penalty: 888.340332
	Iteration 17Q: 3 clusters Score -1421488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1421496.125000 Penalty: 888.340332
	Iteration 18Q: 3 clusters Score -1421496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1421499.125000 Penalty: 888.340332
	Iteration 19Q: 3 clusters Score -1421499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1421499.125000 Penalty: 888.340332
	Iteration 20F: 3 clusters Score -1421499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1421502.875000 Penalty: 888.340332
	Iteration 21Q: 3 clusters Score -1421503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1421502.875000 Penalty: 888.340332
	Iteration 22F: 3 clusters Score -1421503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Entering Unmasked Estep 
Score: -1768980.625000 Penalty: 458.033417
	Iteration 0F: 2 clusters Score -1768981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1753244.000000 Penalty: 916.066833
	Iteration 0F: 3 clusters Score -1753244 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1759978.125000 Penalty: 916.066833
	Iteration 1F: 3 clusters Score -1759978 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1760488.500000 Penalty: 916.066833
	Iteration 2F: 3 clusters Score -1760488 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1761161.250000 Penalty: 916.066833
	Iteration 3F: 3 clusters Score -1761161 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1762003.000000 Penalty: 916.066833
	Iteration 4F: 3 clusters Score -1762003 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1762875.625000 Penalty: 916.066833
	Iteration 5F: 3 clusters Score -1762876 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1763587.375000 Penalty: 916.066833
	Iteration 6F: 3 clusters Score -1763587 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1764148.125000 Penalty: 916.066833
	Iteration 7Q: 3 clusters Score -1764148 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1764562.250000 Penalty: 916.066833
	Iteration 8Q: 3 clusters Score -1764562 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1764921.375000 Penalty: 916.066833
	Iteration 9Q: 3 clusters Score -1764921 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1765247.000000 Penalty: 916.066833
	Iteration 10Q: 3 clusters Score -1765247 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1765647.625000 Penalty: 916.066833
	Iteration 11Q: 3 clusters Score -1765648 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1766334.375000 Penalty: 916.066833
	Iteration 12Q: 3 clusters Score -1766334 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1767058.000000 Penalty: 916.066833
	Iteration 13Q: 3 clusters Score -1767058 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1767452.625000 Penalty: 916.066833
	Iteration 14Q: 3 clusters Score -1767453 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1767653.125000 Penalty: 916.066833
	Iteration 15Q: 3 clusters Score -1767653 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1767739.250000 Penalty: 916.066833
	Iteration 16Q: 3 clusters Score -1767739 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1767795.875000 Penalty: 916.066833
	Iteration 17Q: 3 clusters Score -1767796 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1767846.875000 Penalty: 916.066833
	Iteration 18Q: 3 clusters Score -1767847 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1767894.750000 Penalty: 916.066833
	Iteration 19Q: 3 clusters Score -1767895 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1767925.125000 Penalty: 916.066833
	Iteration 20F: 3 clusters Score -1767925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1767962.250000 Penalty: 916.066833
	Iteration 21Q: 3 clusters Score -1767962 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1768010.000000 Penalty: 916.066833
	Iteration 22Q: 3 clusters Score -1768010 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1768041.875000 Penalty: 916.066833
	Iteration 23Q: 3 clusters Score -1768042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1768067.875000 Penalty: 916.066833
	Iteration 24Q: 3 clusters Score -1768068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1768087.750000 Penalty: 916.066833
	Iteration 25Q: 3 clusters Score -1768088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1768116.250000 Penalty: 916.066833
	Iteration 26Q: 3 clusters Score -1768116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1768141.625000 Penalty: 916.066833
	Iteration 27Q: 3 clusters Score -1768142 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1768162.625000 Penalty: 916.066833
	Iteration 28Q: 3 clusters Score -1768163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1768195.500000 Penalty: 916.066833
	Iteration 29Q: 3 clusters Score -1768196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1768226.625000 Penalty: 916.066833
	Iteration 30Q: 3 clusters Score -1768227 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1768266.250000 Penalty: 916.066833
	Iteration 31Q: 3 clusters Score -1768266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1768321.375000 Penalty: 916.066833
	Iteration 32Q: 3 clusters Score -1768321 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1768380.625000 Penalty: 916.066833
	Iteration 33Q: 3 clusters Score -1768381 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1768433.750000 Penalty: 916.066833
	Iteration 34Q: 3 clusters Score -1768434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1768477.000000 Penalty: 916.066833
	Iteration 35Q: 3 clusters Score -1768477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1768540.125000 Penalty: 916.066833
	Iteration 36Q: 3 clusters Score -1768540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1768611.750000 Penalty: 916.066833
	Iteration 37Q: 3 clusters Score -1768612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1768662.500000 Penalty: 916.066833
	Iteration 38Q: 3 clusters Score -1768662 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1768721.750000 Penalty: 916.066833
	Iteration 39Q: 3 clusters Score -1768722 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1768775.875000 Penalty: 916.066833
	Iteration 40F: 3 clusters Score -1768776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1768814.375000 Penalty: 916.066833
	Iteration 41Q: 3 clusters Score -1768814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1768842.500000 Penalty: 916.066833
	Iteration 42Q: 3 clusters Score -1768842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1768864.625000 Penalty: 916.066833
	Iteration 43Q: 3 clusters Score -1768865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1768874.375000 Penalty: 916.066833
	Iteration 44Q: 3 clusters Score -1768874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1768882.750000 Penalty: 916.066833
	Iteration 45Q: 3 clusters Score -1768883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1768892.500000 Penalty: 916.066833
	Iteration 46Q: 3 clusters Score -1768892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1768901.250000 Penalty: 916.066833
	Iteration 47Q: 3 clusters Score -1768901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1768907.250000 Penalty: 916.066833
	Iteration 48Q: 3 clusters Score -1768907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1768909.625000 Penalty: 916.066833
	Iteration 49Q: 3 clusters Score -1768910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1768915.000000 Penalty: 916.066833
	Iteration 50Q: 3 clusters Score -1768915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1768918.750000 Penalty: 916.066833
	Iteration 51Q: 3 clusters Score -1768919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1768919.625000 Penalty: 916.066833
	Iteration 52Q: 3 clusters Score -1768920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1768922.000000 Penalty: 916.066833
	Iteration 53Q: 3 clusters Score -1768922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1768924.875000 Penalty: 916.066833
	Iteration 54Q: 3 clusters Score -1768925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1768925.375000 Penalty: 916.066833
	Iteration 55Q: 3 clusters Score -1768925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1768925.250000 Penalty: 916.066833
	Iteration 56Q: 3 clusters Score -1768925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1768923.750000 Penalty: 916.066833
	Iteration 57Q: 3 clusters Score -1768924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1768927.750000 Penalty: 916.066833
	Iteration 58Q: 3 clusters Score -1768928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1768927.000000 Penalty: 916.066833
	Iteration 59Q: 3 clusters Score -1768927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1768926.750000 Penalty: 916.066833
	Iteration 60F: 3 clusters Score -1768927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1768925.625000 Penalty: 916.066833
	Iteration 61Q: 3 clusters Score -1768926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1768925.250000 Penalty: 916.066833
	Iteration 62Q: 3 clusters Score -1768925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1768926.500000 Penalty: 916.066833
	Iteration 63Q: 3 clusters Score -1768926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1768926.500000 Penalty: 916.066833
	Iteration 64F: 3 clusters Score -1768926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Entering Unmasked Estep 
Score: -1493518.625000 Penalty: 446.814789
	Iteration 0F: 2 clusters Score -1493519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1481231.750000 Penalty: 893.629578
	Iteration 0F: 3 clusters Score -1481232 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1486934.125000 Penalty: 893.629578
	Iteration 1F: 3 clusters Score -1486934 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1487619.000000 Penalty: 893.629578
	Iteration 2F: 3 clusters Score -1487619 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1488575.625000 Penalty: 893.629578
	Iteration 3F: 3 clusters Score -1488576 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1489731.125000 Penalty: 893.629578
	Iteration 4F: 3 clusters Score -1489731 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1490719.500000 Penalty: 893.629578
	Iteration 5F: 3 clusters Score -1490720 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1491331.000000 Penalty: 893.629578
	Iteration 6Q: 3 clusters Score -1491331 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1491743.125000 Penalty: 893.629578
	Iteration 7Q: 3 clusters Score -1491743 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1492088.875000 Penalty: 893.629578
	Iteration 8Q: 3 clusters Score -1492089 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1492423.000000 Penalty: 893.629578
	Iteration 9Q: 3 clusters Score -1492423 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1492702.875000 Penalty: 893.629578
	Iteration 10Q: 3 clusters Score -1492703 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1492893.750000 Penalty: 893.629578
	Iteration 11Q: 3 clusters Score -1492894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1492978.500000 Penalty: 893.629578
	Iteration 12Q: 3 clusters Score -1492978 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1493028.875000 Penalty: 893.629578
	Iteration 13Q: 3 clusters Score -1493029 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1493049.875000 Penalty: 893.629578
	Iteration 14Q: 3 clusters Score -1493050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1493070.500000 Penalty: 893.629578
	Iteration 15Q: 3 clusters Score -1493070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1493079.750000 Penalty: 893.629578
	Iteration 16Q: 3 clusters Score -1493080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1493085.000000 Penalty: 893.629578
	Iteration 17Q: 3 clusters Score -1493085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1493084.625000 Penalty: 893.629578
	Iteration 18Q: 3 clusters Score -1493085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1493088.000000 Penalty: 893.629578
	Iteration 19Q: 3 clusters Score -1493088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1493089.625000 Penalty: 893.629578
	Iteration 20F: 3 clusters Score -1493090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1493087.625000 Penalty: 893.629578
	Iteration 21Q: 3 clusters Score -1493088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1493088.125000 Penalty: 893.629578
	Iteration 22Q: 3 clusters Score -1493088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1493091.375000 Penalty: 893.629578
	Iteration 23Q: 3 clusters Score -1493091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1493092.750000 Penalty: 893.629578
	Iteration 24Q: 3 clusters Score -1493093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1493093.750000 Penalty: 893.629578
	Iteration 25Q: 3 clusters Score -1493094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1493094.250000 Penalty: 893.629578
	Iteration 26Q: 3 clusters Score -1493094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1493094.125000 Penalty: 893.629578
	Iteration 27Q: 3 clusters Score -1493094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1493094.250000 Penalty: 893.629578
	Iteration 28Q: 3 clusters Score -1493094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1493094.875000 Penalty: 893.629578
	Iteration 29Q: 3 clusters Score -1493095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1493096.125000 Penalty: 893.629578
	Iteration 30Q: 3 clusters Score -1493096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1493096.125000 Penalty: 893.629578
	Iteration 31F: 3 clusters Score -1493096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 135 members 
Entering Unmasked Estep 
Score: -13486.610352 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13486.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13593.791992 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13593.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13653.109375 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13653.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13683.782227 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -13683.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13702.997070 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13719.892578 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13719.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13742.090820 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13742.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13760.458984 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13760.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13768.625000 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13768.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13779.139648 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13779.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13785.045898 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13785.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13791.208008 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -13791.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13796.087891 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -13796.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13797.855469 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -13797.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13800.071289 Penalty: 515.012878
	Iteration 14Q: 3 clusters Score -13800.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13800.571289 Penalty: 515.012878
	Iteration 15Q: 3 clusters Score -13800.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13800.571289 Penalty: 515.012878
	Iteration 16F: 3 clusters Score -13800.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -326909.750000 Penalty: 377.208313
	Iteration 0F: 2 clusters Score -326909.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -324186.500000 Penalty: 754.416626
	Iteration 0F: 3 clusters Score -324186.5 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -325089.718750 Penalty: 754.416626
	Iteration 1F: 3 clusters Score -325089.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -325147.531250 Penalty: 754.416626
	Iteration 2Q: 3 clusters Score -325147.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -325183.937500 Penalty: 754.416626
	Iteration 3Q: 3 clusters Score -325183.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -325228.031250 Penalty: 754.416626
	Iteration 4Q: 3 clusters Score -325228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -325269.093750 Penalty: 754.416626
	Iteration 5Q: 3 clusters Score -325269.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -325304.250000 Penalty: 754.416626
	Iteration 6Q: 3 clusters Score -325304.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -325337.125000 Penalty: 754.416626
	Iteration 7Q: 3 clusters Score -325337.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -325367.593750 Penalty: 754.416626
	Iteration 8Q: 3 clusters Score -325367.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -325415.062500 Penalty: 754.416626
	Iteration 9Q: 3 clusters Score -325415.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -325505.906250 Penalty: 754.416626
	Iteration 10Q: 3 clusters Score -325505.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -325636.437500 Penalty: 754.416626
	Iteration 11Q: 3 clusters Score -325636.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -325772.468750 Penalty: 754.416626
	Iteration 12Q: 3 clusters Score -325772.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -325912.781250 Penalty: 754.416626
	Iteration 13Q: 3 clusters Score -325912.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -326017.812500 Penalty: 754.416626
	Iteration 14Q: 3 clusters Score -326017.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -326103.031250 Penalty: 754.416626
	Iteration 15Q: 3 clusters Score -326103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -326175.000000 Penalty: 754.416626
	Iteration 16Q: 3 clusters Score -326175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -326238.250000 Penalty: 754.416626
	Iteration 17Q: 3 clusters Score -326238.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -326306.500000 Penalty: 754.416626
	Iteration 18Q: 3 clusters Score -326306.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -326356.593750 Penalty: 754.416626
	Iteration 19Q: 3 clusters Score -326356.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -326387.625000 Penalty: 754.416626
	Iteration 20F: 3 clusters Score -326387.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -326433.687500 Penalty: 754.416626
	Iteration 21Q: 3 clusters Score -326433.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -326469.937500 Penalty: 754.416626
	Iteration 22Q: 3 clusters Score -326469.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -326495.031250 Penalty: 754.416626
	Iteration 23Q: 3 clusters Score -326495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -326508.500000 Penalty: 754.416626
	Iteration 24Q: 3 clusters Score -326508.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -326522.250000 Penalty: 754.416626
	Iteration 25Q: 3 clusters Score -326522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -326529.500000 Penalty: 754.416626
	Iteration 26Q: 3 clusters Score -326529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -326536.531250 Penalty: 754.416626
	Iteration 27Q: 3 clusters Score -326536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -326542.437500 Penalty: 754.416626
	Iteration 28Q: 3 clusters Score -326542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -326544.656250 Penalty: 754.416626
	Iteration 29Q: 3 clusters Score -326544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -326545.937500 Penalty: 754.416626
	Iteration 30Q: 3 clusters Score -326545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -326546.968750 Penalty: 754.416626
	Iteration 31Q: 3 clusters Score -326547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -326549.500000 Penalty: 754.416626
	Iteration 32Q: 3 clusters Score -326549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -326552.750000 Penalty: 754.416626
	Iteration 33Q: 3 clusters Score -326552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -326556.812500 Penalty: 754.416626
	Iteration 34Q: 3 clusters Score -326556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -326558.500000 Penalty: 754.416626
	Iteration 35Q: 3 clusters Score -326558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -326558.531250 Penalty: 754.416626
	Iteration 36Q: 3 clusters Score -326558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -326560.875000 Penalty: 754.416626
	Iteration 37Q: 3 clusters Score -326560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -326560.875000 Penalty: 754.416626
	Iteration 38F: 3 clusters Score -326560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -213776.984375 Penalty: 362.321594
	Iteration 0F: 2 clusters Score -213777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -211788.000000 Penalty: 724.643188
	Iteration 0F: 3 clusters Score -211788 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212419.906250 Penalty: 724.643188
	Iteration 1F: 3 clusters Score -212419.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -212491.468750 Penalty: 724.643188
	Iteration 2F: 3 clusters Score -212491.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -212553.812500 Penalty: 724.643188
	Iteration 3F: 3 clusters Score -212553.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -212611.515625 Penalty: 724.643188
	Iteration 4Q: 3 clusters Score -212611.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -212673.359375 Penalty: 724.643188
	Iteration 5Q: 3 clusters Score -212673.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -212735.390625 Penalty: 724.643188
	Iteration 6Q: 3 clusters Score -212735.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -212811.531250 Penalty: 724.643188
	Iteration 7Q: 3 clusters Score -212811.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -212893.468750 Penalty: 724.643188
	Iteration 8Q: 3 clusters Score -212893.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -212961.546875 Penalty: 724.643188
	Iteration 9Q: 3 clusters Score -212961.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -213022.812500 Penalty: 724.643188
	Iteration 10Q: 3 clusters Score -213022.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -213085.421875 Penalty: 724.643188
	Iteration 11Q: 3 clusters Score -213085.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -213132.859375 Penalty: 724.643188
	Iteration 12Q: 3 clusters Score -213132.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -213158.140625 Penalty: 724.643188
	Iteration 13Q: 3 clusters Score -213158.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -213194.500000 Penalty: 724.643188
	Iteration 14Q: 3 clusters Score -213194.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -213227.875000 Penalty: 724.643188
	Iteration 15Q: 3 clusters Score -213227.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -213254.718750 Penalty: 724.643188
	Iteration 16Q: 3 clusters Score -213254.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -213282.968750 Penalty: 724.643188
	Iteration 17Q: 3 clusters Score -213283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -213307.250000 Penalty: 724.643188
	Iteration 18Q: 3 clusters Score -213307.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -213333.531250 Penalty: 724.643188
	Iteration 19Q: 3 clusters Score -213333.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -213354.062500 Penalty: 724.643188
	Iteration 20F: 3 clusters Score -213354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -213372.468750 Penalty: 724.643188
	Iteration 21Q: 3 clusters Score -213372.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -213386.390625 Penalty: 724.643188
	Iteration 22Q: 3 clusters Score -213386.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -213397.421875 Penalty: 724.643188
	Iteration 23Q: 3 clusters Score -213397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -213407.234375 Penalty: 724.643188
	Iteration 24Q: 3 clusters Score -213407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -213415.515625 Penalty: 724.643188
	Iteration 25Q: 3 clusters Score -213415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -213423.796875 Penalty: 724.643188
	Iteration 26Q: 3 clusters Score -213423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -213427.609375 Penalty: 724.643188
	Iteration 27Q: 3 clusters Score -213427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -213432.109375 Penalty: 724.643188
	Iteration 28Q: 3 clusters Score -213432.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -213436.250000 Penalty: 724.643188
	Iteration 29Q: 3 clusters Score -213436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -213436.593750 Penalty: 724.643188
	Iteration 30Q: 3 clusters Score -213436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -213436.593750 Penalty: 724.643188
	Iteration 31F: 3 clusters Score -213436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -77449.937500 Penalty: 314.529785
	Iteration 0F: 2 clusters Score -77449.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76654.742188 Penalty: 629.059570
	Iteration 0F: 3 clusters Score -76654.74 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76888.203125 Penalty: 629.059570
	Iteration 1F: 3 clusters Score -76888.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76926.515625 Penalty: 629.059570
	Iteration 2F: 3 clusters Score -76926.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76956.382812 Penalty: 629.059570
	Iteration 3Q: 3 clusters Score -76956.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76981.429688 Penalty: 629.059570
	Iteration 4Q: 3 clusters Score -76981.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77015.671875 Penalty: 629.059570
	Iteration 5Q: 3 clusters Score -77015.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77049.617188 Penalty: 629.059570
	Iteration 6Q: 3 clusters Score -77049.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77073.976562 Penalty: 629.059570
	Iteration 7Q: 3 clusters Score -77073.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -77085.187500 Penalty: 629.059570
	Iteration 8Q: 3 clusters Score -77085.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77091.390625 Penalty: 629.059570
	Iteration 9Q: 3 clusters Score -77091.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -77098.398438 Penalty: 629.059570
	Iteration 10Q: 3 clusters Score -77098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -77105.734375 Penalty: 629.059570
	Iteration 11Q: 3 clusters Score -77105.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -77107.726562 Penalty: 629.059570
	Iteration 12Q: 3 clusters Score -77107.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77108.062500 Penalty: 629.059570
	Iteration 13Q: 3 clusters Score -77108.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77108.625000 Penalty: 629.059570
	Iteration 14Q: 3 clusters Score -77108.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -77108.625000 Penalty: 629.059570
	Iteration 15F: 3 clusters Score -77108.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 128 members 
Entering Unmasked Estep 
Score: -9147.309570 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9147.31 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9236.846680 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9236.847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9275.331055 Penalty: 502.816223
	Iteration 2F: 3 clusters Score -9275.331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9299.640625 Penalty: 502.816223
	Iteration 3F: 3 clusters Score -9299.641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9302.809570 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9302.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9309.591797 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9309.592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9310.143555 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9310.144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9310.143555 Penalty: 502.816223
	Iteration 7F: 3 clusters Score -9310.144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10577.923828 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10577.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10311.877930 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10311.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10352.770508 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10352.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10372.003906 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10389.106445 Penalty: 470.514038
	Iteration 3Q: 3 clusters Score -10389.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10408.280273 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10408.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10416.927734 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10416.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10422.721680 Penalty: 470.514038
	Iteration 6Q: 3 clusters Score -10422.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10437.031250 Penalty: 470.514038
	Iteration 7Q: 3 clusters Score -10437.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10448.090820 Penalty: 470.514038
	Iteration 8Q: 3 clusters Score -10448.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10461.895508 Penalty: 470.514038
	Iteration 9Q: 3 clusters Score -10461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10464.511719 Penalty: 470.514038
	Iteration 10Q: 3 clusters Score -10464.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10477.195312 Penalty: 470.514038
	Iteration 11Q: 3 clusters Score -10477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10493.046875 Penalty: 470.514038
	Iteration 12Q: 3 clusters Score -10493.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10505.333984 Penalty: 470.514038
	Iteration 13Q: 3 clusters Score -10505.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10515.813477 Penalty: 470.514038
	Iteration 14Q: 3 clusters Score -10515.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10516.995117 Penalty: 470.514038
	Iteration 15Q: 3 clusters Score -10517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10516.995117 Penalty: 470.514038
	Iteration 16F: 3 clusters Score -10517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Entering Unmasked Estep 
Score: -1144716.625000 Penalty: 434.470886
	Iteration 0F: 2 clusters Score -1144717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1135475.375000 Penalty: 868.941772
	Iteration 0F: 3 clusters Score -1135475 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1139158.625000 Penalty: 868.941772
	Iteration 1F: 3 clusters Score -1139159 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1139477.750000 Penalty: 868.941772
	Iteration 2F: 3 clusters Score -1139478 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1139973.000000 Penalty: 868.941772
	Iteration 3F: 3 clusters Score -1139973 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1140751.375000 Penalty: 868.941772
	Iteration 4F: 3 clusters Score -1140751 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1141575.500000 Penalty: 868.941772
	Iteration 5F: 3 clusters Score -1141576 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1142098.625000 Penalty: 868.941772
	Iteration 6F: 3 clusters Score -1142099 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1142355.750000 Penalty: 868.941772
	Iteration 7Q: 3 clusters Score -1142356 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1142539.375000 Penalty: 868.941772
	Iteration 8Q: 3 clusters Score -1142539 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1142717.500000 Penalty: 868.941772
	Iteration 9Q: 3 clusters Score -1142718 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1142903.625000 Penalty: 868.941772
	Iteration 10Q: 3 clusters Score -1142904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1143145.375000 Penalty: 868.941772
	Iteration 11Q: 3 clusters Score -1143145 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1143380.500000 Penalty: 868.941772
	Iteration 12Q: 3 clusters Score -1143380 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1143591.750000 Penalty: 868.941772
	Iteration 13Q: 3 clusters Score -1143592 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1143817.125000 Penalty: 868.941772
	Iteration 14Q: 3 clusters Score -1143817 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1143964.625000 Penalty: 868.941772
	Iteration 15Q: 3 clusters Score -1143965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1144053.750000 Penalty: 868.941772
	Iteration 16Q: 3 clusters Score -1144054 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1144077.125000 Penalty: 868.941772
	Iteration 17Q: 3 clusters Score -1144077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1144098.250000 Penalty: 868.941772
	Iteration 18Q: 3 clusters Score -1144098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1144084.000000 Penalty: 868.941772
	Iteration 19Q: 3 clusters Score -1144084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1144093.875000 Penalty: 868.941772
	Iteration 20F: 3 clusters Score -1144094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1144127.375000 Penalty: 868.941772
	Iteration 21Q: 3 clusters Score -1144127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1144144.750000 Penalty: 868.941772
	Iteration 22Q: 3 clusters Score -1144145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1144148.375000 Penalty: 868.941772
	Iteration 23Q: 3 clusters Score -1144148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1144161.625000 Penalty: 868.941772
	Iteration 24Q: 3 clusters Score -1144162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1144157.625000 Penalty: 868.941772
	Iteration 25Q: 3 clusters Score -1144158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1144158.375000 Penalty: 868.941772
	Iteration 26Q: 3 clusters Score -1144158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1144186.875000 Penalty: 868.941772
	Iteration 27Q: 3 clusters Score -1144187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1144185.625000 Penalty: 868.941772
	Iteration 28Q: 3 clusters Score -1144186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1144182.125000 Penalty: 868.941772
	Iteration 29Q: 3 clusters Score -1144182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1144185.625000 Penalty: 868.941772
	Iteration 30Q: 3 clusters Score -1144186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1144198.625000 Penalty: 868.941772
	Iteration 31Q: 3 clusters Score -1144199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1144207.500000 Penalty: 868.941772
	Iteration 32Q: 3 clusters Score -1144208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1144202.875000 Penalty: 868.941772
	Iteration 33Q: 3 clusters Score -1144203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1144220.250000 Penalty: 868.941772
	Iteration 34Q: 3 clusters Score -1144220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1144227.375000 Penalty: 868.941772
	Iteration 35Q: 3 clusters Score -1144227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1144225.625000 Penalty: 868.941772
	Iteration 36Q: 3 clusters Score -1144226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1144224.250000 Penalty: 868.941772
	Iteration 37Q: 3 clusters Score -1144224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1144231.250000 Penalty: 868.941772
	Iteration 38Q: 3 clusters Score -1144231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1144237.375000 Penalty: 868.941772
	Iteration 39Q: 3 clusters Score -1144237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1144239.000000 Penalty: 868.941772
	Iteration 40F: 3 clusters Score -1144239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1144242.125000 Penalty: 868.941772
	Iteration 41Q: 3 clusters Score -1144242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 868.941772
	Iteration 42Q: 3 clusters Score -1144240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1144238.375000 Penalty: 868.941772
	Iteration 43Q: 3 clusters Score -1144238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1144240.875000 Penalty: 868.941772
	Iteration 44Q: 3 clusters Score -1144241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1144240.125000 Penalty: 868.941772
	Iteration 45Q: 3 clusters Score -1144240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1144240.625000 Penalty: 868.941772
	Iteration 46Q: 3 clusters Score -1144241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1144240.625000 Penalty: 868.941772
	Iteration 47Q: 3 clusters Score -1144241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1144239.500000 Penalty: 868.941772
	Iteration 48Q: 3 clusters Score -1144240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1144238.375000 Penalty: 868.941772
	Iteration 49Q: 3 clusters Score -1144238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1144238.250000 Penalty: 868.941772
	Iteration 50Q: 3 clusters Score -1144238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1144238.250000 Penalty: 868.941772
	Iteration 51F: 3 clusters Score -1144238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Entering Unmasked Estep 
Score: -147925.406250 Penalty: 341.997711
	Iteration 0F: 2 clusters Score -147925.4 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 945 members 
Entering Unmasked Estep 
Score: -146590.671875 Penalty: 683.995422
	Iteration 0F: 3 clusters Score -146590.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -146978.265625 Penalty: 683.995422
	Iteration 1F: 3 clusters Score -146978.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -147032.843750 Penalty: 683.995422
	Iteration 2F: 3 clusters Score -147032.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -147093.421875 Penalty: 683.995422
	Iteration 3F: 3 clusters Score -147093.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -147159.312500 Penalty: 683.995422
	Iteration 4F: 3 clusters Score -147159.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -147224.593750 Penalty: 683.995422
	Iteration 5Q: 3 clusters Score -147224.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -147276.609375 Penalty: 683.995422
	Iteration 6Q: 3 clusters Score -147276.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -147337.500000 Penalty: 683.995422
	Iteration 7Q: 3 clusters Score -147337.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -147396.359375 Penalty: 683.995422
	Iteration 8Q: 3 clusters Score -147396.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -147449.000000 Penalty: 683.995422
	Iteration 9Q: 3 clusters Score -147449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -147493.250000 Penalty: 683.995422
	Iteration 10Q: 3 clusters Score -147493.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -147528.109375 Penalty: 683.995422
	Iteration 11Q: 3 clusters Score -147528.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -147553.906250 Penalty: 683.995422
	Iteration 12Q: 3 clusters Score -147553.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -147586.062500 Penalty: 683.995422
	Iteration 13Q: 3 clusters Score -147586.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -147600.140625 Penalty: 683.995422
	Iteration 14Q: 3 clusters Score -147600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -147604.171875 Penalty: 683.995422
	Iteration 15Q: 3 clusters Score -147604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -147607.218750 Penalty: 683.995422
	Iteration 16Q: 3 clusters Score -147607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147609.500000 Penalty: 683.995422
	Iteration 17Q: 3 clusters Score -147609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -147610.593750 Penalty: 683.995422
	Iteration 18Q: 3 clusters Score -147610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -147612.609375 Penalty: 683.995422
	Iteration 19Q: 3 clusters Score -147612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -147615.203125 Penalty: 683.995422
	Iteration 20F: 3 clusters Score -147615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -147617.890625 Penalty: 683.995422
	Iteration 21Q: 3 clusters Score -147617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147621.703125 Penalty: 683.995422
	Iteration 22Q: 3 clusters Score -147621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147623.546875 Penalty: 683.995422
	Iteration 23Q: 3 clusters Score -147623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -147624.781250 Penalty: 683.995422
	Iteration 24Q: 3 clusters Score -147624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147624.953125 Penalty: 683.995422
	Iteration 25Q: 3 clusters Score -147625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -147624.953125 Penalty: 683.995422
	Iteration 26F: 3 clusters Score -147625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -377867.031250 Penalty: 384.474304
	Iteration 0F: 2 clusters Score -377867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -374688.093750 Penalty: 768.948608
	Iteration 0F: 3 clusters Score -374688.1 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -376035.062500 Penalty: 768.948608
	Iteration 1F: 3 clusters Score -376035.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -376406.031250 Penalty: 768.948608
	Iteration 2F: 3 clusters Score -376406 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -376799.031250 Penalty: 768.948608
	Iteration 3F: 3 clusters Score -376799 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -377171.656250 Penalty: 768.948608
	Iteration 4F: 3 clusters Score -377171.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -377479.843750 Penalty: 768.948608
	Iteration 5F: 3 clusters Score -377479.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -377645.906250 Penalty: 768.948608
	Iteration 6Q: 3 clusters Score -377645.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -377718.218750 Penalty: 768.948608
	Iteration 7Q: 3 clusters Score -377718.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -377755.125000 Penalty: 768.948608
	Iteration 8Q: 3 clusters Score -377755.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -377775.312500 Penalty: 768.948608
	Iteration 9Q: 3 clusters Score -377775.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -377785.750000 Penalty: 768.948608
	Iteration 10Q: 3 clusters Score -377785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -377790.750000 Penalty: 768.948608
	Iteration 11Q: 3 clusters Score -377790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -377792.343750 Penalty: 768.948608
	Iteration 12Q: 3 clusters Score -377792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -377792.343750 Penalty: 768.948608
	Iteration 13Q: 3 clusters Score -377792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -377792.312500 Penalty: 768.948608
	Iteration 14Q: 3 clusters Score -377792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -377792.656250 Penalty: 768.948608
	Iteration 15Q: 3 clusters Score -377792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -377792.656250 Penalty: 768.948608
	Iteration 16F: 3 clusters Score -377792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17150.113281 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17150.11 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17240.958984 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17240.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17258.783203 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17258.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17272.421875 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17272.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17274.916016 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17274.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17280.380859 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17280.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17294.474609 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17294.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17297.109375 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17297.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17300.617188 Penalty: 522.613281
	Iteration 8Q: 3 clusters Score -17300.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17304.417969 Penalty: 522.613281
	Iteration 9Q: 3 clusters Score -17304.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17305.810547 Penalty: 522.613281
	Iteration 10Q: 3 clusters Score -17305.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17306.615234 Penalty: 522.613281
	Iteration 11Q: 3 clusters Score -17306.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17306.615234 Penalty: 522.613281
	Iteration 12F: 3 clusters Score -17306.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7976.235352 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -7976.235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8015.343262 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8015.343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8023.053711 Penalty: 446.380005
	Iteration 2Q: 3 clusters Score -8023.054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8030.032715 Penalty: 446.380005
	Iteration 3Q: 3 clusters Score -8030.033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8033.292969 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8033.293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8033.870117 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8033.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8033.870117 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -8033.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -41458.464844 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -41458.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40920.617188 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -40920.62 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41183.558594 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -41183.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -41267.132812 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -41267.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41299.003906 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -41299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -41320.183594 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -41320.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -41338.726562 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -41338.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41348.367188 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -41348.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41352.144531 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -41352.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41355.164062 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -41355.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -41355.890625 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -41355.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -41356.769531 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -41356.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -41357.558594 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -41357.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41358.253906 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -41358.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -41358.253906 Penalty: 582.423462
	Iteration 13F: 3 clusters Score -41358.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Entering Unmasked Estep 
Score: -508120.687500 Penalty: 399.350708
	Iteration 0F: 2 clusters Score -508120.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -503849.468750 Penalty: 798.701416
	Iteration 0F: 3 clusters Score -503849.5 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -505514.000000 Penalty: 798.701416
	Iteration 1F: 3 clusters Score -505514 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -505712.687500 Penalty: 798.701416
	Iteration 2F: 3 clusters Score -505712.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -505952.656250 Penalty: 798.701416
	Iteration 3F: 3 clusters Score -505952.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -506215.187500 Penalty: 798.701416
	Iteration 4F: 3 clusters Score -506215.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -506467.062500 Penalty: 798.701416
	Iteration 5F: 3 clusters Score -506467.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -506632.062500 Penalty: 798.701416
	Iteration 6Q: 3 clusters Score -506632.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -506757.750000 Penalty: 798.701416
	Iteration 7Q: 3 clusters Score -506757.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -506878.812500 Penalty: 798.701416
	Iteration 8Q: 3 clusters Score -506878.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -506978.062500 Penalty: 798.701416
	Iteration 9Q: 3 clusters Score -506978.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -507064.031250 Penalty: 798.701416
	Iteration 10Q: 3 clusters Score -507064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -507143.000000 Penalty: 798.701416
	Iteration 11Q: 3 clusters Score -507143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -507220.625000 Penalty: 798.701416
	Iteration 12Q: 3 clusters Score -507220.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -507286.656250 Penalty: 798.701416
	Iteration 13Q: 3 clusters Score -507286.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -507368.406250 Penalty: 798.701416
	Iteration 14Q: 3 clusters Score -507368.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -507449.562500 Penalty: 798.701416
	Iteration 15Q: 3 clusters Score -507449.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -507520.500000 Penalty: 798.701416
	Iteration 16Q: 3 clusters Score -507520.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -507572.218750 Penalty: 798.701416
	Iteration 17Q: 3 clusters Score -507572.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -507619.156250 Penalty: 798.701416
	Iteration 18Q: 3 clusters Score -507619.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -507654.875000 Penalty: 798.701416
	Iteration 19Q: 3 clusters Score -507654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -507685.593750 Penalty: 798.701416
	Iteration 20F: 3 clusters Score -507685.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -507709.812500 Penalty: 798.701416
	Iteration 21Q: 3 clusters Score -507709.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -507727.312500 Penalty: 798.701416
	Iteration 22Q: 3 clusters Score -507727.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -507739.437500 Penalty: 798.701416
	Iteration 23Q: 3 clusters Score -507739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -507749.812500 Penalty: 798.701416
	Iteration 24Q: 3 clusters Score -507749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -507753.937500 Penalty: 798.701416
	Iteration 25Q: 3 clusters Score -507753.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -507759.531250 Penalty: 798.701416
	Iteration 26Q: 3 clusters Score -507759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -507761.968750 Penalty: 798.701416
	Iteration 27Q: 3 clusters Score -507762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -507765.156250 Penalty: 798.701416
	Iteration 28Q: 3 clusters Score -507765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -507768.218750 Penalty: 798.701416
	Iteration 29Q: 3 clusters Score -507768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -507771.906250 Penalty: 798.701416
	Iteration 30Q: 3 clusters Score -507771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -507774.750000 Penalty: 798.701416
	Iteration 31Q: 3 clusters Score -507774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -507779.156250 Penalty: 798.701416
	Iteration 32Q: 3 clusters Score -507779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -507781.031250 Penalty: 798.701416
	Iteration 33Q: 3 clusters Score -507781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -507781.718750 Penalty: 798.701416
	Iteration 34Q: 3 clusters Score -507781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -507782.843750 Penalty: 798.701416
	Iteration 35Q: 3 clusters Score -507782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -507786.281250 Penalty: 798.701416
	Iteration 36Q: 3 clusters Score -507786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -507787.187500 Penalty: 798.701416
	Iteration 37Q: 3 clusters Score -507787.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -507787.187500 Penalty: 798.701416
	Iteration 38F: 3 clusters Score -507787.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -96642.242188 Penalty: 326.170380
	Iteration 0F: 2 clusters Score -96642.24 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 642 members 
Entering Unmasked Estep 
Score: -95671.617188 Penalty: 652.340759
	Iteration 0F: 3 clusters Score -95671.62 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95972.460938 Penalty: 652.340759
	Iteration 1F: 3 clusters Score -95972.46 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96031.031250 Penalty: 652.340759
	Iteration 2F: 3 clusters Score -96031.03 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96083.132812 Penalty: 652.340759
	Iteration 3F: 3 clusters Score -96083.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96130.132812 Penalty: 652.340759
	Iteration 4Q: 3 clusters Score -96130.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -96171.476562 Penalty: 652.340759
	Iteration 5Q: 3 clusters Score -96171.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -96205.359375 Penalty: 652.340759
	Iteration 6Q: 3 clusters Score -96205.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96231.843750 Penalty: 652.340759
	Iteration 7Q: 3 clusters Score -96231.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96255.320312 Penalty: 652.340759
	Iteration 8Q: 3 clusters Score -96255.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96278.289062 Penalty: 652.340759
	Iteration 9Q: 3 clusters Score -96278.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96285.140625 Penalty: 652.340759
	Iteration 10Q: 3 clusters Score -96285.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96291.453125 Penalty: 652.340759
	Iteration 11Q: 3 clusters Score -96291.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96298.421875 Penalty: 652.340759
	Iteration 12Q: 3 clusters Score -96298.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -96304.109375 Penalty: 652.340759
	Iteration 13Q: 3 clusters Score -96304.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96312.828125 Penalty: 652.340759
	Iteration 14Q: 3 clusters Score -96312.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -96321.515625 Penalty: 652.340759
	Iteration 15Q: 3 clusters Score -96321.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96335.289062 Penalty: 652.340759
	Iteration 16Q: 3 clusters Score -96335.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96357.132812 Penalty: 652.340759
	Iteration 17Q: 3 clusters Score -96357.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96389.929688 Penalty: 652.340759
	Iteration 18Q: 3 clusters Score -96389.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96431.351562 Penalty: 652.340759
	Iteration 19Q: 3 clusters Score -96431.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96466.031250 Penalty: 652.340759
	Iteration 20F: 3 clusters Score -96466.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96495.960938 Penalty: 652.340759
	Iteration 21Q: 3 clusters Score -96495.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -96530.710938 Penalty: 652.340759
	Iteration 22Q: 3 clusters Score -96530.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96556.703125 Penalty: 652.340759
	Iteration 23Q: 3 clusters Score -96556.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96566.984375 Penalty: 652.340759
	Iteration 24Q: 3 clusters Score -96566.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96571.671875 Penalty: 652.340759
	Iteration 25Q: 3 clusters Score -96571.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96573.359375 Penalty: 652.340759
	Iteration 26Q: 3 clusters Score -96573.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96573.359375 Penalty: 652.340759
	Iteration 27F: 3 clusters Score -96573.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 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 125 members 
Entering Unmasked Estep 
Score: -4093.093262 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4093.093 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4260.524414 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4260.524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4323.538086 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4323.538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4344.755859 Penalty: 500.242279
	Iteration 3F: 3 clusters Score -4344.756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4350.267090 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4350.267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4351.655273 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4351.655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -4352.028809 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4352.029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -4352.560059 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4352.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4353.306641 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -4353.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4353.980469 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -4353.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4354.569824 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -4354.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4354.569824 Penalty: 500.242279
	Iteration 11F: 3 clusters Score -4354.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -38894.621094 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -38894.62 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 296 members 
Entering Unmasked Estep 
Score: -38354.093750 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -38354.09 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38494.402344 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -38494.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38551.199219 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -38551.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38595.917969 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -38595.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38627.886719 Penalty: 580.591187
	Iteration 4F: 3 clusters Score -38627.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38641.347656 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -38641.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38648.800781 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -38648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38651.628906 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -38651.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38653.339844 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -38653.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38655.609375 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -38655.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38658.289062 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -38658.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38660.792969 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -38660.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38661.164062 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -38661.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38661.164062 Penalty: 580.591187
	Iteration 13F: 3 clusters Score -38661.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (35484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Entering Unmasked Estep 
Score: -2858959.500000 Penalty: 476.696106
	Iteration 0F: 2 clusters Score -2858960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2838381.750000 Penalty: 953.392212
	Iteration 0F: 3 clusters Score -2838382 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2848369.750000 Penalty: 953.392212
	Iteration 1F: 3 clusters Score -2848370 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2848795.500000 Penalty: 953.392212
	Iteration 2Q: 3 clusters Score -2848796 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2849624.500000 Penalty: 953.392212
	Iteration 3Q: 3 clusters Score -2849624 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2851037.750000 Penalty: 953.392212
	Iteration 4F: 3 clusters Score -2851038 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2853135.000000 Penalty: 953.392212
	Iteration 5F: 3 clusters Score -2853135 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2855141.000000 Penalty: 953.392212
	Iteration 6F: 3 clusters Score -2855141 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2856120.500000 Penalty: 953.392212
	Iteration 7F: 3 clusters Score -2856120 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2856587.000000 Penalty: 953.392212
	Iteration 8Q: 3 clusters Score -2856587 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2857036.750000 Penalty: 953.392212
	Iteration 9Q: 3 clusters Score -2857037 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2857590.500000 Penalty: 953.392212
	Iteration 10Q: 3 clusters Score -2857590 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2858199.750000 Penalty: 953.392212
	Iteration 11Q: 3 clusters Score -2858200 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2858877.000000 Penalty: 953.392212
	Iteration 12Q: 3 clusters Score -2858877 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2859556.250000 Penalty: 953.392212
	Iteration 13Q: 3 clusters Score -2859556 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2860081.500000 Penalty: 953.392212
	Iteration 14Q: 3 clusters Score -2860082 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2860399.750000 Penalty: 953.392212
	Iteration 15Q: 3 clusters Score -2860400 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2860566.000000 Penalty: 953.392212
	Iteration 16Q: 3 clusters Score -2860566 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2860704.750000 Penalty: 953.392212
	Iteration 17Q: 3 clusters Score -2860705 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2860740.000000 Penalty: 953.392212
	Iteration 18Q: 3 clusters Score -2860740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2860791.250000 Penalty: 953.392212
	Iteration 19Q: 3 clusters Score -2860791 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2860832.000000 Penalty: 953.392212
	Iteration 20F: 3 clusters Score -2860832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2860869.250000 Penalty: 953.392212
	Iteration 21Q: 3 clusters Score -2860869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2860882.750000 Penalty: 953.392212
	Iteration 22Q: 3 clusters Score -2860883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2860906.750000 Penalty: 953.392212
	Iteration 23Q: 3 clusters Score -2860907 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2860913.250000 Penalty: 953.392212
	Iteration 24Q: 3 clusters Score -2860913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2860914.750000 Penalty: 953.392212
	Iteration 25Q: 3 clusters Score -2860915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2860929.250000 Penalty: 953.392212
	Iteration 26Q: 3 clusters Score -2860929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2860936.500000 Penalty: 953.392212
	Iteration 27Q: 3 clusters Score -2860936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2860946.500000 Penalty: 953.392212
	Iteration 28Q: 3 clusters Score -2860946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2860947.500000 Penalty: 953.392212
	Iteration 29Q: 3 clusters Score -2860948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2860935.000000 Penalty: 953.392212
	Iteration 30Q: 3 clusters Score -2860935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2860934.500000 Penalty: 953.392212
	Iteration 31Q: 3 clusters Score -2860934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2860928.250000 Penalty: 953.392212
	Iteration 32Q: 3 clusters Score -2860928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2860928.750000 Penalty: 953.392212
	Iteration 33Q: 3 clusters Score -2860929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2860925.750000 Penalty: 953.392212
	Iteration 34Q: 3 clusters Score -2860926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2860914.500000 Penalty: 953.392212
	Iteration 35Q: 3 clusters Score -2860914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2860914.250000 Penalty: 953.392212
	Iteration 36Q: 3 clusters Score -2860914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2860912.000000 Penalty: 953.392212
	Iteration 37Q: 3 clusters Score -2860912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2860906.500000 Penalty: 953.392212
	Iteration 38Q: 3 clusters Score -2860906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2860909.500000 Penalty: 953.392212
	Iteration 39Q: 3 clusters Score -2860910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2860901.250000 Penalty: 953.392212
	Iteration 40F: 3 clusters Score -2860901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2860907.250000 Penalty: 953.392212
	Iteration 41Q: 3 clusters Score -2860907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2860895.750000 Penalty: 953.392212
	Iteration 42Q: 3 clusters Score -2860896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2860894.750000 Penalty: 953.392212
	Iteration 43Q: 3 clusters Score -2860895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2860899.000000 Penalty: 953.392212
	Iteration 44Q: 3 clusters Score -2860899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2860899.750000 Penalty: 953.392212
	Iteration 45Q: 3 clusters Score -2860900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2860897.250000 Penalty: 953.392212
	Iteration 46Q: 3 clusters Score -2860897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2860900.250000 Penalty: 953.392212
	Iteration 47Q: 3 clusters Score -2860900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2860894.000000 Penalty: 953.392212
	Iteration 48Q: 3 clusters Score -2860894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2860900.000000 Penalty: 953.392212
	Iteration 49Q: 3 clusters Score -2860900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2860898.250000 Penalty: 953.392212
	Iteration 50Q: 3 clusters Score -2860898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2860903.250000 Penalty: 953.392212
	Iteration 51Q: 3 clusters Score -2860903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2860901.250000 Penalty: 953.392212
	Iteration 52Q: 3 clusters Score -2860901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2860899.500000 Penalty: 953.392212
	Iteration 53Q: 3 clusters Score -2860900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2860901.000000 Penalty: 953.392212
	Iteration 54Q: 3 clusters Score -2860901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2860900.250000 Penalty: 953.392212
	Iteration 55Q: 3 clusters Score -2860900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2860897.500000 Penalty: 953.392212
	Iteration 56Q: 3 clusters Score -2860898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2860903.250000 Penalty: 953.392212
	Iteration 57Q: 3 clusters Score -2860903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2860902.750000 Penalty: 953.392212
	Iteration 58Q: 3 clusters Score -2860903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2860906.000000 Penalty: 953.392212
	Iteration 59Q: 3 clusters Score -2860906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2860906.250000 Penalty: 953.392212
	Iteration 60F: 3 clusters Score -2860906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2860906.250000 Penalty: 953.392212
	Iteration 61Q: 3 clusters Score -2860906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2860901.000000 Penalty: 953.392212
	Iteration 62Q: 3 clusters Score -2860901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2860899.250000 Penalty: 953.392212
	Iteration 63Q: 3 clusters Score -2860899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2860905.000000 Penalty: 953.392212
	Iteration 64Q: 3 clusters Score -2860905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2860901.750000 Penalty: 953.392212
	Iteration 65Q: 3 clusters Score -2860902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2860900.000000 Penalty: 953.392212
	Iteration 66Q: 3 clusters Score -2860900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2860901.500000 Penalty: 953.392212
	Iteration 67Q: 3 clusters Score -2860902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2860896.250000 Penalty: 953.392212
	Iteration 68Q: 3 clusters Score -2860896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2860890.750000 Penalty: 953.392212
	Iteration 69Q: 3 clusters Score -2860891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2860890.000000 Penalty: 953.392212
	Iteration 70Q: 3 clusters Score -2860890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2860889.250000 Penalty: 953.392212
	Iteration 71Q: 3 clusters Score -2860889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2860888.250000 Penalty: 953.392212
	Iteration 72Q: 3 clusters Score -2860888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2860889.500000 Penalty: 953.392212
	Iteration 73Q: 3 clusters Score -2860890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2860887.000000 Penalty: 953.392212
	Iteration 74Q: 3 clusters Score -2860887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2860887.750000 Penalty: 953.392212
	Iteration 75Q: 3 clusters Score -2860888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2860890.250000 Penalty: 953.392212
	Iteration 76Q: 3 clusters Score -2860890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2860897.750000 Penalty: 953.392212
	Iteration 77Q: 3 clusters Score -2860898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2860890.500000 Penalty: 953.392212
	Iteration 78Q: 3 clusters Score -2860890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2860891.250000 Penalty: 953.392212
	Iteration 79Q: 3 clusters Score -2860891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2860892.250000 Penalty: 953.392212
	Iteration 80F: 3 clusters Score -2860892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20696 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18400 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14028 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4675 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 22730 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5735 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2321 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3487 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 12754 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23970 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12380 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36842 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25060 members 
Entering Unmasked Estep 
Score: -42181600.000000 Penalty: 47552.976562
Splitting cluster 50 changes total score from -42179840.000000 to -42181600.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15819.268555 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15819.27 nChanged 65
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: -15908.416016 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15908.42 nChanged 21
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: -15933.924805 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15933.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15944.882812 Penalty: 497.593475
	Iteration 3Q: 3 clusters Score -15944.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15949.367188 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15949.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15950.472656 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15950.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15950.976562 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15950.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -15950.976562 Penalty: 497.593475
	Iteration 7F: 3 clusters Score -15950.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Entering Unmasked Estep 
Score: -1884225.125000 Penalty: 457.561401
	Iteration 0F: 2 clusters Score -1884225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1869258.750000 Penalty: 915.122803
	Iteration 0F: 3 clusters Score -1869259 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1875565.000000 Penalty: 915.122803
	Iteration 1F: 3 clusters Score -1875565 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1875792.125000 Penalty: 915.122803
	Iteration 2Q: 3 clusters Score -1875792 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1876073.250000 Penalty: 915.122803
	Iteration 3Q: 3 clusters Score -1876073 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1876398.625000 Penalty: 915.122803
	Iteration 4Q: 3 clusters Score -1876399 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1876799.750000 Penalty: 915.122803
	Iteration 5Q: 3 clusters Score -1876800 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1877259.625000 Penalty: 915.122803
	Iteration 6Q: 3 clusters Score -1877260 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1877808.375000 Penalty: 915.122803
	Iteration 7Q: 3 clusters Score -1877808 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1878455.375000 Penalty: 915.122803
	Iteration 8Q: 3 clusters Score -1878455 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1879217.000000 Penalty: 915.122803
	Iteration 9F: 3 clusters Score -1879217 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1879845.625000 Penalty: 915.122803
	Iteration 10Q: 3 clusters Score -1879846 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1880158.875000 Penalty: 915.122803
	Iteration 11Q: 3 clusters Score -1880159 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1880286.000000 Penalty: 915.122803
	Iteration 12Q: 3 clusters Score -1880286 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1880332.250000 Penalty: 915.122803
	Iteration 13Q: 3 clusters Score -1880332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1880371.250000 Penalty: 915.122803
	Iteration 14Q: 3 clusters Score -1880371 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1880402.000000 Penalty: 915.122803
	Iteration 15Q: 3 clusters Score -1880402 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1880430.625000 Penalty: 915.122803
	Iteration 16Q: 3 clusters Score -1880431 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1880461.000000 Penalty: 915.122803
	Iteration 17Q: 3 clusters Score -1880461 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1880521.000000 Penalty: 915.122803
	Iteration 18Q: 3 clusters Score -1880521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1880545.500000 Penalty: 915.122803
	Iteration 19Q: 3 clusters Score -1880546 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1880594.375000 Penalty: 915.122803
	Iteration 20F: 3 clusters Score -1880594 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1880670.000000 Penalty: 915.122803
	Iteration 21Q: 3 clusters Score -1880670 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1880746.875000 Penalty: 915.122803
	Iteration 22Q: 3 clusters Score -1880747 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1880837.625000 Penalty: 915.122803
	Iteration 23Q: 3 clusters Score -1880838 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1880944.750000 Penalty: 915.122803
	Iteration 24Q: 3 clusters Score -1880945 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1881078.375000 Penalty: 915.122803
	Iteration 25Q: 3 clusters Score -1881078 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1881250.125000 Penalty: 915.122803
	Iteration 26Q: 3 clusters Score -1881250 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1881473.750000 Penalty: 915.122803
	Iteration 27Q: 3 clusters Score -1881474 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1881755.625000 Penalty: 915.122803
	Iteration 28Q: 3 clusters Score -1881756 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1882056.875000 Penalty: 915.122803
	Iteration 29Q: 3 clusters Score -1882057 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1882432.250000 Penalty: 915.122803
	Iteration 30Q: 3 clusters Score -1882432 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1882844.375000 Penalty: 915.122803
	Iteration 31Q: 3 clusters Score -1882844 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1883203.000000 Penalty: 915.122803
	Iteration 32Q: 3 clusters Score -1883203 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1883460.125000 Penalty: 915.122803
	Iteration 33Q: 3 clusters Score -1883460 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1883652.750000 Penalty: 915.122803
	Iteration 34Q: 3 clusters Score -1883653 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1883795.875000 Penalty: 915.122803
	Iteration 35Q: 3 clusters Score -1883796 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1883882.875000 Penalty: 915.122803
	Iteration 36Q: 3 clusters Score -1883883 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1883935.125000 Penalty: 915.122803
	Iteration 37Q: 3 clusters Score -1883935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1883964.250000 Penalty: 915.122803
	Iteration 38Q: 3 clusters Score -1883964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1883974.125000 Penalty: 915.122803
	Iteration 39Q: 3 clusters Score -1883974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1884048.000000 Penalty: 915.122803
	Iteration 40F: 3 clusters Score -1884048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1884077.500000 Penalty: 915.122803
	Iteration 41Q: 3 clusters Score -1884078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1884102.500000 Penalty: 915.122803
	Iteration 42Q: 3 clusters Score -1884102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1884107.500000 Penalty: 915.122803
	Iteration 43Q: 3 clusters Score -1884108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1884109.625000 Penalty: 915.122803
	Iteration 44Q: 3 clusters Score -1884110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1884117.250000 Penalty: 915.122803
	Iteration 45Q: 3 clusters Score -1884117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1884120.875000 Penalty: 915.122803
	Iteration 46Q: 3 clusters Score -1884121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1884122.125000 Penalty: 915.122803
	Iteration 47Q: 3 clusters Score -1884122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1884128.500000 Penalty: 915.122803
	Iteration 48Q: 3 clusters Score -1884128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1884133.750000 Penalty: 915.122803
	Iteration 49Q: 3 clusters Score -1884134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1884136.375000 Penalty: 915.122803
	Iteration 50Q: 3 clusters Score -1884136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1884138.375000 Penalty: 915.122803
	Iteration 51Q: 3 clusters Score -1884138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1884138.750000 Penalty: 915.122803
	Iteration 52Q: 3 clusters Score -1884139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1884140.375000 Penalty: 915.122803
	Iteration 53Q: 3 clusters Score -1884140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1884138.750000 Penalty: 915.122803
	Iteration 54Q: 3 clusters Score -1884139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1884136.625000 Penalty: 915.122803
	Iteration 55Q: 3 clusters Score -1884137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1884136.625000 Penalty: 915.122803
	Iteration 56Q: 3 clusters Score -1884137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1884138.375000 Penalty: 915.122803
	Iteration 57Q: 3 clusters Score -1884138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1884139.750000 Penalty: 915.122803
	Iteration 58Q: 3 clusters Score -1884140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1884138.875000 Penalty: 915.122803
	Iteration 59Q: 3 clusters Score -1884139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1884138.875000 Penalty: 915.122803
	Iteration 60F: 3 clusters Score -1884139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -71653.046875 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -71653.05 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 485 members 
Entering Unmasked Estep 
Score: -70888.687500 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -70888.69 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -71107.414062 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -71107.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71171.164062 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -71171.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71213.187500 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -71213.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71251.351562 Penalty: 620.422607
	Iteration 4Q: 3 clusters Score -71251.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71273.585938 Penalty: 620.422607
	Iteration 5Q: 3 clusters Score -71273.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71286.500000 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -71286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -71303.453125 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -71303.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -71311.039062 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -71311.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71318.562500 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -71318.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71329.242188 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -71329.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -71336.554688 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -71336.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71340.640625 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -71340.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -71345.398438 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -71345.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71350.718750 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -71350.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -71353.703125 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -71353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -71359.492188 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -71359.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -71363.843750 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -71363.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71370.601562 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -71370.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71374.070312 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -71374.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -71375.375000 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -71375.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -71375.960938 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -71375.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -71376.531250 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -71376.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -71377.164062 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -71377.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71377.640625 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -71377.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71377.640625 Penalty: 620.422607
	Iteration 25F: 3 clusters Score -71377.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -474635.156250 Penalty: 393.772583
	Iteration 0F: 2 clusters Score -474635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -470732.781250 Penalty: 787.545166
	Iteration 0F: 3 clusters Score -470732.8 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -472154.593750 Penalty: 787.545166
	Iteration 1F: 3 clusters Score -472154.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -472224.343750 Penalty: 787.545166
	Iteration 2Q: 3 clusters Score -472224.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -472279.875000 Penalty: 787.545166
	Iteration 3Q: 3 clusters Score -472279.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -472328.843750 Penalty: 787.545166
	Iteration 4Q: 3 clusters Score -472328.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -472365.187500 Penalty: 787.545166
	Iteration 5Q: 3 clusters Score -472365.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -472399.718750 Penalty: 787.545166
	Iteration 6Q: 3 clusters Score -472399.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -472435.156250 Penalty: 787.545166
	Iteration 7Q: 3 clusters Score -472435.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -472472.093750 Penalty: 787.545166
	Iteration 8Q: 3 clusters Score -472472.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -472514.500000 Penalty: 787.545166
	Iteration 9Q: 3 clusters Score -472514.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -472581.468750 Penalty: 787.545166
	Iteration 10Q: 3 clusters Score -472581.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -472671.812500 Penalty: 787.545166
	Iteration 11Q: 3 clusters Score -472671.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -472781.687500 Penalty: 787.545166
	Iteration 12Q: 3 clusters Score -472781.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -472964.500000 Penalty: 787.545166
	Iteration 13Q: 3 clusters Score -472964.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -473193.062500 Penalty: 787.545166
	Iteration 14F: 3 clusters Score -473193.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -473442.000000 Penalty: 787.545166
	Iteration 15F: 3 clusters Score -473442 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -473674.593750 Penalty: 787.545166
	Iteration 16Q: 3 clusters Score -473674.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -473861.000000 Penalty: 787.545166
	Iteration 17Q: 3 clusters Score -473861 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -473983.781250 Penalty: 787.545166
	Iteration 18Q: 3 clusters Score -473983.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -474071.562500 Penalty: 787.545166
	Iteration 19Q: 3 clusters Score -474071.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -474129.812500 Penalty: 787.545166
	Iteration 20F: 3 clusters Score -474129.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -474186.312500 Penalty: 787.545166
	Iteration 21Q: 3 clusters Score -474186.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -474233.187500 Penalty: 787.545166
	Iteration 22Q: 3 clusters Score -474233.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -474264.000000 Penalty: 787.545166
	Iteration 23Q: 3 clusters Score -474264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -474291.312500 Penalty: 787.545166
	Iteration 24Q: 3 clusters Score -474291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -474308.500000 Penalty: 787.545166
	Iteration 25Q: 3 clusters Score -474308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -474316.125000 Penalty: 787.545166
	Iteration 26Q: 3 clusters Score -474316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -474316.937500 Penalty: 787.545166
	Iteration 27Q: 3 clusters Score -474316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -474316.937500 Penalty: 787.545166
	Iteration 28F: 3 clusters Score -474316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 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 109 members 
Entering Unmasked Estep 
Score: -11512.011719 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11512.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11612.500977 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11612.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11641.524414 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11641.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11646.371094 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11646.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11649.370117 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11649.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11653.413086 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11653.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11654.992188 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11654.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11654.992188 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -11654.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -157914.093750 Penalty: 346.697449
	Iteration 0F: 2 clusters Score -157914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -156410.015625 Penalty: 693.394897
	Iteration 0F: 3 clusters Score -156410 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -156922.437500 Penalty: 693.394897
	Iteration 1F: 3 clusters Score -156922.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -157034.093750 Penalty: 693.394897
	Iteration 2F: 3 clusters Score -157034.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -157158.421875 Penalty: 693.394897
	Iteration 3F: 3 clusters Score -157158.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -157286.156250 Penalty: 693.394897
	Iteration 4F: 3 clusters Score -157286.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -157382.265625 Penalty: 693.394897
	Iteration 5F: 3 clusters Score -157382.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -157464.406250 Penalty: 693.394897
	Iteration 6F: 3 clusters Score -157464.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -157518.656250 Penalty: 693.394897
	Iteration 7Q: 3 clusters Score -157518.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -157570.093750 Penalty: 693.394897
	Iteration 8Q: 3 clusters Score -157570.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -157596.453125 Penalty: 693.394897
	Iteration 9Q: 3 clusters Score -157596.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -157628.562500 Penalty: 693.394897
	Iteration 10Q: 3 clusters Score -157628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -157650.125000 Penalty: 693.394897
	Iteration 11Q: 3 clusters Score -157650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -157668.406250 Penalty: 693.394897
	Iteration 12Q: 3 clusters Score -157668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -157676.968750 Penalty: 693.394897
	Iteration 13Q: 3 clusters Score -157677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -157681.546875 Penalty: 693.394897
	Iteration 14Q: 3 clusters Score -157681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -157686.218750 Penalty: 693.394897
	Iteration 15Q: 3 clusters Score -157686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -157688.031250 Penalty: 693.394897
	Iteration 16Q: 3 clusters Score -157688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -157688.640625 Penalty: 693.394897
	Iteration 17Q: 3 clusters Score -157688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -157690.015625 Penalty: 693.394897
	Iteration 18Q: 3 clusters Score -157690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -157691.093750 Penalty: 693.394897
	Iteration 19Q: 3 clusters Score -157691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -157691.578125 Penalty: 693.394897
	Iteration 20F: 3 clusters Score -157691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -157692.296875 Penalty: 693.394897
	Iteration 21Q: 3 clusters Score -157692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -157692.296875 Penalty: 693.394897
	Iteration 22F: 3 clusters Score -157692.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 128 members 
Entering Unmasked Estep 
Score: -16719.634766 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16719.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16784.183594 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16784.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16803.849609 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16803.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16813.582031 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -16813.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16818.753906 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16818.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16819.111328 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16819.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16819.111328 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -16819.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38771.554688 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38771.55 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38875.453125 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38875.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38901.722656 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38901.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38914.597656 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -38914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38925.921875 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38925.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38934.597656 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -38942.585938 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38942.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -38948.992188 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38948.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38962.453125 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38962.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38975.304688 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38975.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38982.019531 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -38982.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38984.839844 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -38984.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38986.593750 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -38986.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38987.640625 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -38987.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38989.152344 Penalty: 572.701172
	Iteration 14Q: 3 clusters Score -38989.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38991.917969 Penalty: 572.701172
	Iteration 15Q: 3 clusters Score -38991.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38993.535156 Penalty: 572.701172
	Iteration 16Q: 3 clusters Score -38993.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38995.128906 Penalty: 572.701172
	Iteration 17Q: 3 clusters Score -38995.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38996.375000 Penalty: 572.701172
	Iteration 18Q: 3 clusters Score -38996.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38996.808594 Penalty: 572.701172
	Iteration 19Q: 3 clusters Score -38996.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38997.191406 Penalty: 572.701172
	Iteration 20F: 3 clusters Score -38997.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38997.933594 Penalty: 572.701172
	Iteration 21Q: 3 clusters Score -38997.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38997.933594 Penalty: 572.701172
	Iteration 22F: 3 clusters Score -38997.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -135357.437500 Penalty: 338.204926
	Iteration 0F: 2 clusters Score -135357.4 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 834 members 
Entering Unmasked Estep 
Score: -134139.921875 Penalty: 676.409851
	Iteration 0F: 3 clusters Score -134139.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134496.406250 Penalty: 676.409851
	Iteration 1F: 3 clusters Score -134496.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -134545.750000 Penalty: 676.409851
	Iteration 2F: 3 clusters Score -134545.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -134577.359375 Penalty: 676.409851
	Iteration 3Q: 3 clusters Score -134577.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134604.906250 Penalty: 676.409851
	Iteration 4Q: 3 clusters Score -134604.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -134629.937500 Penalty: 676.409851
	Iteration 5Q: 3 clusters Score -134629.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -134653.640625 Penalty: 676.409851
	Iteration 6Q: 3 clusters Score -134653.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134683.109375 Penalty: 676.409851
	Iteration 7Q: 3 clusters Score -134683.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -134710.515625 Penalty: 676.409851
	Iteration 8Q: 3 clusters Score -134710.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134734.406250 Penalty: 676.409851
	Iteration 9Q: 3 clusters Score -134734.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134753.328125 Penalty: 676.409851
	Iteration 10Q: 3 clusters Score -134753.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134768.906250 Penalty: 676.409851
	Iteration 11Q: 3 clusters Score -134768.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -134782.250000 Penalty: 676.409851
	Iteration 12Q: 3 clusters Score -134782.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -134795.953125 Penalty: 676.409851
	Iteration 13Q: 3 clusters Score -134796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -134815.125000 Penalty: 676.409851
	Iteration 14Q: 3 clusters Score -134815.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -134832.046875 Penalty: 676.409851
	Iteration 15Q: 3 clusters Score -134832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134848.296875 Penalty: 676.409851
	Iteration 16Q: 3 clusters Score -134848.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -134860.890625 Penalty: 676.409851
	Iteration 17Q: 3 clusters Score -134860.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -134867.343750 Penalty: 676.409851
	Iteration 18Q: 3 clusters Score -134867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -134869.796875 Penalty: 676.409851
	Iteration 19Q: 3 clusters Score -134869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -134872.718750 Penalty: 676.409851
	Iteration 20F: 3 clusters Score -134872.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -134874.281250 Penalty: 676.409851
	Iteration 21Q: 3 clusters Score -134874.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -134876.187500 Penalty: 676.409851
	Iteration 22Q: 3 clusters Score -134876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -134877.843750 Penalty: 676.409851
	Iteration 23Q: 3 clusters Score -134877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -134879.953125 Penalty: 676.409851
	Iteration 24Q: 3 clusters Score -134880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -134882.562500 Penalty: 676.409851
	Iteration 25Q: 3 clusters Score -134882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -134886.125000 Penalty: 676.409851
	Iteration 26Q: 3 clusters Score -134886.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -134890.828125 Penalty: 676.409851
	Iteration 27Q: 3 clusters Score -134890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -134893.015625 Penalty: 676.409851
	Iteration 28Q: 3 clusters Score -134893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -134894.937500 Penalty: 676.409851
	Iteration 29Q: 3 clusters Score -134894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -134898.296875 Penalty: 676.409851
	Iteration 30Q: 3 clusters Score -134898.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -134904.343750 Penalty: 676.409851
	Iteration 31Q: 3 clusters Score -134904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -134910.500000 Penalty: 676.409851
	Iteration 32Q: 3 clusters Score -134910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -134915.046875 Penalty: 676.409851
	Iteration 33Q: 3 clusters Score -134915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -134920.609375 Penalty: 676.409851
	Iteration 34Q: 3 clusters Score -134920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -134928.234375 Penalty: 676.409851
	Iteration 35Q: 3 clusters Score -134928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -134937.718750 Penalty: 676.409851
	Iteration 36Q: 3 clusters Score -134937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -134945.718750 Penalty: 676.409851
	Iteration 37Q: 3 clusters Score -134945.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -134954.500000 Penalty: 676.409851
	Iteration 38Q: 3 clusters Score -134954.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -134961.000000 Penalty: 676.409851
	Iteration 39Q: 3 clusters Score -134961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -134963.765625 Penalty: 676.409851
	Iteration 40F: 3 clusters Score -134963.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -134967.437500 Penalty: 676.409851
	Iteration 41Q: 3 clusters Score -134967.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -134970.359375 Penalty: 676.409851
	Iteration 42Q: 3 clusters Score -134970.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -134975.078125 Penalty: 676.409851
	Iteration 43Q: 3 clusters Score -134975.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -134978.859375 Penalty: 676.409851
	Iteration 44Q: 3 clusters Score -134978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -134982.953125 Penalty: 676.409851
	Iteration 45Q: 3 clusters Score -134983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -134985.968750 Penalty: 676.409851
	Iteration 46Q: 3 clusters Score -134986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -134988.453125 Penalty: 676.409851
	Iteration 47Q: 3 clusters Score -134988.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -134990.296875 Penalty: 676.409851
	Iteration 48Q: 3 clusters Score -134990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -134992.390625 Penalty: 676.409851
	Iteration 49Q: 3 clusters Score -134992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -134995.703125 Penalty: 676.409851
	Iteration 50Q: 3 clusters Score -134995.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -134999.718750 Penalty: 676.409851
	Iteration 51Q: 3 clusters Score -134999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -135003.000000 Penalty: 676.409851
	Iteration 52Q: 3 clusters Score -135003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -135006.656250 Penalty: 676.409851
	Iteration 53Q: 3 clusters Score -135006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -135010.125000 Penalty: 676.409851
	Iteration 54Q: 3 clusters Score -135010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -135015.187500 Penalty: 676.409851
	Iteration 55Q: 3 clusters Score -135015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135018.703125 Penalty: 676.409851
	Iteration 56Q: 3 clusters Score -135018.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -135020.984375 Penalty: 676.409851
	Iteration 57Q: 3 clusters Score -135021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -135021.531250 Penalty: 676.409851
	Iteration 58Q: 3 clusters Score -135021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -135022.937500 Penalty: 676.409851
	Iteration 59Q: 3 clusters Score -135022.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -135023.406250 Penalty: 676.409851
	Iteration 60F: 3 clusters Score -135023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -135023.703125 Penalty: 676.409851
	Iteration 61Q: 3 clusters Score -135023.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -135023.703125 Penalty: 676.409851
	Iteration 62F: 3 clusters Score -135023.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Entering Unmasked Estep 
Score: -1669016.875000 Penalty: 451.876251
	Iteration 0F: 2 clusters Score -1669017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1655361.500000 Penalty: 903.752502
	Iteration 0F: 3 clusters Score -1655362 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1661318.000000 Penalty: 903.752502
	Iteration 1F: 3 clusters Score -1661318 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1661712.250000 Penalty: 903.752502
	Iteration 2F: 3 clusters Score -1661712 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1662209.250000 Penalty: 903.752502
	Iteration 3F: 3 clusters Score -1662209 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1662740.000000 Penalty: 903.752502
	Iteration 4F: 3 clusters Score -1662740 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1663240.750000 Penalty: 903.752502
	Iteration 5F: 3 clusters Score -1663241 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1663692.875000 Penalty: 903.752502
	Iteration 6Q: 3 clusters Score -1663693 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1664233.250000 Penalty: 903.752502
	Iteration 7Q: 3 clusters Score -1664233 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1664920.375000 Penalty: 903.752502
	Iteration 8Q: 3 clusters Score -1664920 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1665589.000000 Penalty: 903.752502
	Iteration 9Q: 3 clusters Score -1665589 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1665969.750000 Penalty: 903.752502
	Iteration 10Q: 3 clusters Score -1665970 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1666161.000000 Penalty: 903.752502
	Iteration 11Q: 3 clusters Score -1666161 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1666276.125000 Penalty: 903.752502
	Iteration 12Q: 3 clusters Score -1666276 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1666393.750000 Penalty: 903.752502
	Iteration 13Q: 3 clusters Score -1666394 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1666513.750000 Penalty: 903.752502
	Iteration 14Q: 3 clusters Score -1666514 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1666624.875000 Penalty: 903.752502
	Iteration 15Q: 3 clusters Score -1666625 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1666738.875000 Penalty: 903.752502
	Iteration 16Q: 3 clusters Score -1666739 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1666875.375000 Penalty: 903.752502
	Iteration 17Q: 3 clusters Score -1666875 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1667055.750000 Penalty: 903.752502
	Iteration 18Q: 3 clusters Score -1667056 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1667234.125000 Penalty: 903.752502
	Iteration 19Q: 3 clusters Score -1667234 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1667423.750000 Penalty: 903.752502
	Iteration 20F: 3 clusters Score -1667424 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1667617.125000 Penalty: 903.752502
	Iteration 21Q: 3 clusters Score -1667617 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1667811.500000 Penalty: 903.752502
	Iteration 22Q: 3 clusters Score -1667812 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1667983.750000 Penalty: 903.752502
	Iteration 23Q: 3 clusters Score -1667984 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1668170.875000 Penalty: 903.752502
	Iteration 24Q: 3 clusters Score -1668171 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1668338.750000 Penalty: 903.752502
	Iteration 25Q: 3 clusters Score -1668339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1668484.000000 Penalty: 903.752502
	Iteration 26Q: 3 clusters Score -1668484 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1668559.625000 Penalty: 903.752502
	Iteration 27Q: 3 clusters Score -1668560 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1668591.375000 Penalty: 903.752502
	Iteration 28Q: 3 clusters Score -1668591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1668607.250000 Penalty: 903.752502
	Iteration 29Q: 3 clusters Score -1668607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1668609.750000 Penalty: 903.752502
	Iteration 30Q: 3 clusters Score -1668610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1668615.125000 Penalty: 903.752502
	Iteration 31Q: 3 clusters Score -1668615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1668618.375000 Penalty: 903.752502
	Iteration 32Q: 3 clusters Score -1668618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1668625.750000 Penalty: 903.752502
	Iteration 33Q: 3 clusters Score -1668626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -1668617.375000 Penalty: 903.752502
	Iteration 34Q: 3 clusters Score -1668617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1668626.375000 Penalty: 903.752502
	Iteration 35Q: 3 clusters Score -1668626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1668624.125000 Penalty: 903.752502
	Iteration 36Q: 3 clusters Score -1668624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1668623.250000 Penalty: 903.752502
	Iteration 37Q: 3 clusters Score -1668623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1668624.625000 Penalty: 903.752502
	Iteration 38Q: 3 clusters Score -1668625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1668628.750000 Penalty: 903.752502
	Iteration 39Q: 3 clusters Score -1668629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1668710.625000 Penalty: 903.752502
	Iteration 40F: 3 clusters Score -1668711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1668737.500000 Penalty: 903.752502
	Iteration 41Q: 3 clusters Score -1668738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1668744.500000 Penalty: 903.752502
	Iteration 42Q: 3 clusters Score -1668744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1668749.625000 Penalty: 903.752502
	Iteration 43Q: 3 clusters Score -1668750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1668748.875000 Penalty: 903.752502
	Iteration 44Q: 3 clusters Score -1668749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1668747.500000 Penalty: 903.752502
	Iteration 45Q: 3 clusters Score -1668748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1668745.375000 Penalty: 903.752502
	Iteration 46Q: 3 clusters Score -1668745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1668743.875000 Penalty: 903.752502
	Iteration 47Q: 3 clusters Score -1668744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1668741.500000 Penalty: 903.752502
	Iteration 48Q: 3 clusters Score -1668742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1668735.750000 Penalty: 903.752502
	Iteration 49Q: 3 clusters Score -1668736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1668729.500000 Penalty: 903.752502
	Iteration 50Q: 3 clusters Score -1668730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1668727.375000 Penalty: 903.752502
	Iteration 51Q: 3 clusters Score -1668727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1668730.000000 Penalty: 903.752502
	Iteration 52Q: 3 clusters Score -1668730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1668726.125000 Penalty: 903.752502
	Iteration 53Q: 3 clusters Score -1668726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1668721.625000 Penalty: 903.752502
	Iteration 54Q: 3 clusters Score -1668722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1668722.750000 Penalty: 903.752502
	Iteration 55Q: 3 clusters Score -1668723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1668714.625000 Penalty: 903.752502
	Iteration 56Q: 3 clusters Score -1668715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1668716.625000 Penalty: 903.752502
	Iteration 57Q: 3 clusters Score -1668717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1668714.250000 Penalty: 903.752502
	Iteration 58Q: 3 clusters Score -1668714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1668711.500000 Penalty: 903.752502
	Iteration 59Q: 3 clusters Score -1668712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1668707.625000 Penalty: 903.752502
	Iteration 60F: 3 clusters Score -1668708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1668707.875000 Penalty: 903.752502
	Iteration 61Q: 3 clusters Score -1668708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1668703.125000 Penalty: 903.752502
	Iteration 62Q: 3 clusters Score -1668703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1668697.250000 Penalty: 903.752502
	Iteration 63Q: 3 clusters Score -1668697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1668704.750000 Penalty: 903.752502
	Iteration 64Q: 3 clusters Score -1668705 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1668700.875000 Penalty: 903.752502
	Iteration 65Q: 3 clusters Score -1668701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1668693.250000 Penalty: 903.752502
	Iteration 66Q: 3 clusters Score -1668693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1668691.875000 Penalty: 903.752502
	Iteration 67Q: 3 clusters Score -1668692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1668695.875000 Penalty: 903.752502
	Iteration 68Q: 3 clusters Score -1668696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1668692.125000 Penalty: 903.752502
	Iteration 69Q: 3 clusters Score -1668692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1668688.750000 Penalty: 903.752502
	Iteration 70Q: 3 clusters Score -1668689 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1668687.125000 Penalty: 903.752502
	Iteration 71Q: 3 clusters Score -1668687 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1668696.750000 Penalty: 903.752502
	Iteration 72Q: 3 clusters Score -1668697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1668692.000000 Penalty: 903.752502
	Iteration 73Q: 3 clusters Score -1668692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1668689.625000 Penalty: 903.752502
	Iteration 74Q: 3 clusters Score -1668690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1668694.375000 Penalty: 903.752502
	Iteration 75Q: 3 clusters Score -1668694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1668690.875000 Penalty: 903.752502
	Iteration 76Q: 3 clusters Score -1668691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1668688.750000 Penalty: 903.752502
	Iteration 77Q: 3 clusters Score -1668689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1668684.625000 Penalty: 903.752502
	Iteration 78Q: 3 clusters Score -1668685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1668681.500000 Penalty: 903.752502
	Iteration 79Q: 3 clusters Score -1668682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1668681.500000 Penalty: 903.752502
	Iteration 80F: 3 clusters Score -1668682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1668690.125000 Penalty: 903.752502
	Iteration 81Q: 3 clusters Score -1668690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1668684.875000 Penalty: 903.752502
	Iteration 82Q: 3 clusters Score -1668685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1668692.125000 Penalty: 903.752502
	Iteration 83Q: 3 clusters Score -1668692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1668691.250000 Penalty: 903.752502
	Iteration 84Q: 3 clusters Score -1668691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1668685.750000 Penalty: 903.752502
	Iteration 85Q: 3 clusters Score -1668686 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1668682.625000 Penalty: 903.752502
	Iteration 86Q: 3 clusters Score -1668683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1668689.500000 Penalty: 903.752502
	Iteration 87Q: 3 clusters Score -1668690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1668686.000000 Penalty: 903.752502
	Iteration 88Q: 3 clusters Score -1668686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1668684.875000 Penalty: 903.752502
	Iteration 89Q: 3 clusters Score -1668685 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1668689.875000 Penalty: 903.752502
	Iteration 90Q: 3 clusters Score -1668690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1668694.875000 Penalty: 903.752502
	Iteration 91Q: 3 clusters Score -1668695 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1668698.375000 Penalty: 903.752502
	Iteration 92Q: 3 clusters Score -1668698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1668701.000000 Penalty: 903.752502
	Iteration 93Q: 3 clusters Score -1668701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1668705.500000 Penalty: 903.752502
	Iteration 94Q: 3 clusters Score -1668706 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1668711.625000 Penalty: 903.752502
	Iteration 95Q: 3 clusters Score -1668712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1668718.875000 Penalty: 903.752502
	Iteration 96Q: 3 clusters Score -1668719 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1668718.375000 Penalty: 903.752502
	Iteration 97Q: 3 clusters Score -1668718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1668718.625000 Penalty: 903.752502
	Iteration 98Q: 3 clusters Score -1668719 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1668719.125000 Penalty: 903.752502
	Iteration 99Q: 3 clusters Score -1668719 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1668714.625000 Penalty: 903.752502
	Iteration 100F: 3 clusters Score -1668715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1668718.250000 Penalty: 903.752502
	Iteration 101Q: 3 clusters Score -1668718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1668714.125000 Penalty: 903.752502
	Iteration 102Q: 3 clusters Score -1668714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1668713.375000 Penalty: 903.752502
	Iteration 103Q: 3 clusters Score -1668713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1668721.125000 Penalty: 903.752502
	Iteration 104Q: 3 clusters Score -1668721 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1668715.875000 Penalty: 903.752502
	Iteration 105Q: 3 clusters Score -1668716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1668724.250000 Penalty: 903.752502
	Iteration 106Q: 3 clusters Score -1668724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1668723.250000 Penalty: 903.752502
	Iteration 107Q: 3 clusters Score -1668723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1668717.750000 Penalty: 903.752502
	Iteration 108Q: 3 clusters Score -1668718 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1668721.250000 Penalty: 903.752502
	Iteration 109Q: 3 clusters Score -1668721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1668723.625000 Penalty: 903.752502
	Iteration 110Q: 3 clusters Score -1668724 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1668718.000000 Penalty: 903.752502
	Iteration 111Q: 3 clusters Score -1668718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1668720.500000 Penalty: 903.752502
	Iteration 112Q: 3 clusters Score -1668720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1668717.375000 Penalty: 903.752502
	Iteration 113Q: 3 clusters Score -1668717 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1668715.375000 Penalty: 903.752502
	Iteration 114Q: 3 clusters Score -1668715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1668723.500000 Penalty: 903.752502
	Iteration 115Q: 3 clusters Score -1668724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1668713.375000 Penalty: 903.752502
	Iteration 116Q: 3 clusters Score -1668713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1668717.500000 Penalty: 903.752502
	Iteration 117Q: 3 clusters Score -1668718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1668707.125000 Penalty: 903.752502
	Iteration 118Q: 3 clusters Score -1668707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1668714.500000 Penalty: 903.752502
	Iteration 119Q: 3 clusters Score -1668714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1668716.125000 Penalty: 903.752502
	Iteration 120F: 3 clusters Score -1668716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1668721.250000 Penalty: 903.752502
	Iteration 121Q: 3 clusters Score -1668721 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1668720.625000 Penalty: 903.752502
	Iteration 122Q: 3 clusters Score -1668721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1668723.625000 Penalty: 903.752502
	Iteration 123Q: 3 clusters Score -1668724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1668722.625000 Penalty: 903.752502
	Iteration 124Q: 3 clusters Score -1668723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1668718.875000 Penalty: 903.752502
	Iteration 125Q: 3 clusters Score -1668719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1668723.125000 Penalty: 903.752502
	Iteration 126Q: 3 clusters Score -1668723 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1668722.250000 Penalty: 903.752502
	Iteration 127Q: 3 clusters Score -1668722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1668718.625000 Penalty: 903.752502
	Iteration 128Q: 3 clusters Score -1668719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1668720.875000 Penalty: 903.752502
	Iteration 129Q: 3 clusters Score -1668721 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1668722.500000 Penalty: 903.752502
	Iteration 130Q: 3 clusters Score -1668722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1668717.250000 Penalty: 903.752502
	Iteration 131Q: 3 clusters Score -1668717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1668716.875000 Penalty: 903.752502
	Iteration 132Q: 3 clusters Score -1668717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1668714.750000 Penalty: 903.752502
	Iteration 133Q: 3 clusters Score -1668715 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1668714.000000 Penalty: 903.752502
	Iteration 134Q: 3 clusters Score -1668714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1668714.250000 Penalty: 903.752502
	Iteration 135Q: 3 clusters Score -1668714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1668713.375000 Penalty: 903.752502
	Iteration 136Q: 3 clusters Score -1668713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1668714.250000 Penalty: 903.752502
	Iteration 137Q: 3 clusters Score -1668714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1668712.500000 Penalty: 903.752502
	Iteration 138Q: 3 clusters Score -1668712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1668710.125000 Penalty: 903.752502
	Iteration 139Q: 3 clusters Score -1668710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1668709.625000 Penalty: 903.752502
	Iteration 140F: 3 clusters Score -1668710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1668713.250000 Penalty: 903.752502
	Iteration 141Q: 3 clusters Score -1668713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1668711.125000 Penalty: 903.752502
	Iteration 142Q: 3 clusters Score -1668711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1668709.500000 Penalty: 903.752502
	Iteration 143Q: 3 clusters Score -1668710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1668704.750000 Penalty: 903.752502
	Iteration 144Q: 3 clusters Score -1668705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1668695.125000 Penalty: 903.752502
	Iteration 145Q: 3 clusters Score -1668695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1668695.125000 Penalty: 903.752502
	Iteration 146Q: 3 clusters Score -1668695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1668700.125000 Penalty: 903.752502
	Iteration 147Q: 3 clusters Score -1668700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1668700.750000 Penalty: 903.752502
	Iteration 148Q: 3 clusters Score -1668701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1668703.500000 Penalty: 903.752502
	Iteration 149Q: 3 clusters Score -1668704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1668698.125000 Penalty: 903.752502
	Iteration 150Q: 3 clusters Score -1668698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1668697.750000 Penalty: 903.752502
	Iteration 151Q: 3 clusters Score -1668698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1668690.750000 Penalty: 903.752502
	Iteration 152Q: 3 clusters Score -1668691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1668687.375000 Penalty: 903.752502
	Iteration 153Q: 3 clusters Score -1668687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1668691.750000 Penalty: 903.752502
	Iteration 154Q: 3 clusters Score -1668692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1668687.875000 Penalty: 903.752502
	Iteration 155Q: 3 clusters Score -1668688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1668680.375000 Penalty: 903.752502
	Iteration 156Q: 3 clusters Score -1668680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1668685.125000 Penalty: 903.752502
	Iteration 157Q: 3 clusters Score -1668685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1668684.625000 Penalty: 903.752502
	Iteration 158Q: 3 clusters Score -1668685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1668682.875000 Penalty: 903.752502
	Iteration 159Q: 3 clusters Score -1668683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1668678.375000 Penalty: 903.752502
	Iteration 160F: 3 clusters Score -1668678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1668676.500000 Penalty: 903.752502
	Iteration 161Q: 3 clusters Score -1668676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1668679.875000 Penalty: 903.752502
	Iteration 162Q: 3 clusters Score -1668680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1668691.125000 Penalty: 903.752502
	Iteration 163Q: 3 clusters Score -1668691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1668699.000000 Penalty: 903.752502
	Iteration 164Q: 3 clusters Score -1668699 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1668702.500000 Penalty: 903.752502
	Iteration 165Q: 3 clusters Score -1668702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1668704.125000 Penalty: 903.752502
	Iteration 166Q: 3 clusters Score -1668704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1668706.375000 Penalty: 903.752502
	Iteration 167Q: 3 clusters Score -1668706 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1668707.125000 Penalty: 903.752502
	Iteration 168Q: 3 clusters Score -1668707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1668710.250000 Penalty: 903.752502
	Iteration 169Q: 3 clusters Score -1668710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1668707.750000 Penalty: 903.752502
	Iteration 170Q: 3 clusters Score -1668708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1668711.125000 Penalty: 903.752502
	Iteration 171Q: 3 clusters Score -1668711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1668716.125000 Penalty: 903.752502
	Iteration 172Q: 3 clusters Score -1668716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1668717.375000 Penalty: 903.752502
	Iteration 173Q: 3 clusters Score -1668717 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1668717.250000 Penalty: 903.752502
	Iteration 174Q: 3 clusters Score -1668717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1668722.875000 Penalty: 903.752502
	Iteration 175Q: 3 clusters Score -1668723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1668729.500000 Penalty: 903.752502
	Iteration 176Q: 3 clusters Score -1668730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1668728.000000 Penalty: 903.752502
	Iteration 177Q: 3 clusters Score -1668728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1668739.875000 Penalty: 903.752502
	Iteration 178Q: 3 clusters Score -1668740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1668741.375000 Penalty: 903.752502
	Iteration 179Q: 3 clusters Score -1668741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1668743.000000 Penalty: 903.752502
	Iteration 180F: 3 clusters Score -1668743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1668742.750000 Penalty: 903.752502
	Iteration 181Q: 3 clusters Score -1668743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1668741.125000 Penalty: 903.752502
	Iteration 182Q: 3 clusters Score -1668741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1668742.625000 Penalty: 903.752502
	Iteration 183Q: 3 clusters Score -1668743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1668745.750000 Penalty: 903.752502
	Iteration 184Q: 3 clusters Score -1668746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1668742.625000 Penalty: 903.752502
	Iteration 185Q: 3 clusters Score -1668743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1668745.250000 Penalty: 903.752502
	Iteration 186Q: 3 clusters Score -1668745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1668754.375000 Penalty: 903.752502
	Iteration 187Q: 3 clusters Score -1668754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1668750.375000 Penalty: 903.752502
	Iteration 188Q: 3 clusters Score -1668750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1668747.250000 Penalty: 903.752502
	Iteration 189Q: 3 clusters Score -1668747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1668745.000000 Penalty: 903.752502
	Iteration 190Q: 3 clusters Score -1668745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1668745.375000 Penalty: 903.752502
	Iteration 191Q: 3 clusters Score -1668745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1668744.000000 Penalty: 903.752502
	Iteration 192Q: 3 clusters Score -1668744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1668743.875000 Penalty: 903.752502
	Iteration 193Q: 3 clusters Score -1668744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1668747.375000 Penalty: 903.752502
	Iteration 194Q: 3 clusters Score -1668747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1668747.375000 Penalty: 903.752502
	Iteration 195Q: 3 clusters Score -1668747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1668746.250000 Penalty: 903.752502
	Iteration 196Q: 3 clusters Score -1668746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1668747.000000 Penalty: 903.752502
	Iteration 197Q: 3 clusters Score -1668747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1668746.750000 Penalty: 903.752502
	Iteration 198Q: 3 clusters Score -1668747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1668747.000000 Penalty: 903.752502
	Iteration 199Q: 3 clusters Score -1668747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1668745.125000 Penalty: 903.752502
	Iteration 200F: 3 clusters Score -1668745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1668744.750000 Penalty: 903.752502
	Iteration 201Q: 3 clusters Score -1668745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1668743.750000 Penalty: 903.752502
	Iteration 202Q: 3 clusters Score -1668744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1668743.000000 Penalty: 903.752502
	Iteration 203Q: 3 clusters Score -1668743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1668742.000000 Penalty: 903.752502
	Iteration 204Q: 3 clusters Score -1668742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1668742.125000 Penalty: 903.752502
	Iteration 205Q: 3 clusters Score -1668742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1668741.875000 Penalty: 903.752502
	Iteration 206Q: 3 clusters Score -1668742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1668738.750000 Penalty: 903.752502
	Iteration 207Q: 3 clusters Score -1668739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1668739.500000 Penalty: 903.752502
	Iteration 208Q: 3 clusters Score -1668740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1668741.500000 Penalty: 903.752502
	Iteration 209Q: 3 clusters Score -1668742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1668742.625000 Penalty: 903.752502
	Iteration 210Q: 3 clusters Score -1668743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1668744.375000 Penalty: 903.752502
	Iteration 211Q: 3 clusters Score -1668744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1668744.750000 Penalty: 903.752502
	Iteration 212Q: 3 clusters Score -1668745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1668739.500000 Penalty: 903.752502
	Iteration 213Q: 3 clusters Score -1668740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1668738.500000 Penalty: 903.752502
	Iteration 214Q: 3 clusters Score -1668738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1668736.750000 Penalty: 903.752502
	Iteration 215Q: 3 clusters Score -1668737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1668737.000000 Penalty: 903.752502
	Iteration 216Q: 3 clusters Score -1668737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1668740.750000 Penalty: 903.752502
	Iteration 217Q: 3 clusters Score -1668741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1668737.000000 Penalty: 903.752502
	Iteration 218Q: 3 clusters Score -1668737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1668736.250000 Penalty: 903.752502
	Iteration 219Q: 3 clusters Score -1668736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1668731.750000 Penalty: 903.752502
	Iteration 220F: 3 clusters Score -1668732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1668734.750000 Penalty: 903.752502
	Iteration 221Q: 3 clusters Score -1668735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1668733.875000 Penalty: 903.752502
	Iteration 222Q: 3 clusters Score -1668734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1668735.625000 Penalty: 903.752502
	Iteration 223Q: 3 clusters Score -1668736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1668735.750000 Penalty: 903.752502
	Iteration 224Q: 3 clusters Score -1668736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1668736.750000 Penalty: 903.752502
	Iteration 225Q: 3 clusters Score -1668737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1668732.500000 Penalty: 903.752502
	Iteration 226Q: 3 clusters Score -1668732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1668739.250000 Penalty: 903.752502
	Iteration 227Q: 3 clusters Score -1668739 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1668744.500000 Penalty: 903.752502
	Iteration 228Q: 3 clusters Score -1668744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1668746.625000 Penalty: 903.752502
	Iteration 229Q: 3 clusters Score -1668747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1668748.375000 Penalty: 903.752502
	Iteration 230Q: 3 clusters Score -1668748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1668751.625000 Penalty: 903.752502
	Iteration 231Q: 3 clusters Score -1668752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1668749.750000 Penalty: 903.752502
	Iteration 232Q: 3 clusters Score -1668750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1668744.500000 Penalty: 903.752502
	Iteration 233Q: 3 clusters Score -1668744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1668745.875000 Penalty: 903.752502
	Iteration 234Q: 3 clusters Score -1668746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1668746.000000 Penalty: 903.752502
	Iteration 235Q: 3 clusters Score -1668746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1668744.000000 Penalty: 903.752502
	Iteration 236Q: 3 clusters Score -1668744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1668749.625000 Penalty: 903.752502
	Iteration 237Q: 3 clusters Score -1668750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1668747.000000 Penalty: 903.752502
	Iteration 238Q: 3 clusters Score -1668747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1668749.125000 Penalty: 903.752502
	Iteration 239Q: 3 clusters Score -1668749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1668750.000000 Penalty: 903.752502
	Iteration 240F: 3 clusters Score -1668750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1668752.375000 Penalty: 903.752502
	Iteration 241Q: 3 clusters Score -1668752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1668751.250000 Penalty: 903.752502
	Iteration 242Q: 3 clusters Score -1668751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1668751.875000 Penalty: 903.752502
	Iteration 243Q: 3 clusters Score -1668752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1668750.375000 Penalty: 903.752502
	Iteration 244Q: 3 clusters Score -1668750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1668753.250000 Penalty: 903.752502
	Iteration 245Q: 3 clusters Score -1668753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1668753.250000 Penalty: 903.752502
	Iteration 246F: 3 clusters Score -1668753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -188824.531250 Penalty: 352.613770
	Iteration 0F: 2 clusters Score -188824.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -187178.609375 Penalty: 705.227539
	Iteration 0F: 3 clusters Score -187178.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -187682.015625 Penalty: 705.227539
	Iteration 1F: 3 clusters Score -187682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -187737.921875 Penalty: 705.227539
	Iteration 2F: 3 clusters Score -187737.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -187801.453125 Penalty: 705.227539
	Iteration 3F: 3 clusters Score -187801.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -187869.515625 Penalty: 705.227539
	Iteration 4F: 3 clusters Score -187869.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187944.625000 Penalty: 705.227539
	Iteration 5Q: 3 clusters Score -187944.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -188056.906250 Penalty: 705.227539
	Iteration 6F: 3 clusters Score -188056.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -188166.578125 Penalty: 705.227539
	Iteration 7F: 3 clusters Score -188166.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -188268.734375 Penalty: 705.227539
	Iteration 8Q: 3 clusters Score -188268.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -188362.796875 Penalty: 705.227539
	Iteration 9Q: 3 clusters Score -188362.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -188422.281250 Penalty: 705.227539
	Iteration 10Q: 3 clusters Score -188422.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -188460.421875 Penalty: 705.227539
	Iteration 11Q: 3 clusters Score -188460.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -188491.406250 Penalty: 705.227539
	Iteration 12Q: 3 clusters Score -188491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -188507.218750 Penalty: 705.227539
	Iteration 13Q: 3 clusters Score -188507.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -188512.781250 Penalty: 705.227539
	Iteration 14Q: 3 clusters Score -188512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -188516.843750 Penalty: 705.227539
	Iteration 15Q: 3 clusters Score -188516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -188520.031250 Penalty: 705.227539
	Iteration 16Q: 3 clusters Score -188520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -188520.421875 Penalty: 705.227539
	Iteration 17Q: 3 clusters Score -188520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -188520.984375 Penalty: 705.227539
	Iteration 18Q: 3 clusters Score -188521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -188521.093750 Penalty: 705.227539
	Iteration 19Q: 3 clusters Score -188521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -188521.375000 Penalty: 705.227539
	Iteration 20F: 3 clusters Score -188521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -188521.734375 Penalty: 705.227539
	Iteration 21Q: 3 clusters Score -188521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -188522.734375 Penalty: 705.227539
	Iteration 22Q: 3 clusters Score -188522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -188524.265625 Penalty: 705.227539
	Iteration 23Q: 3 clusters Score -188524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -188524.906250 Penalty: 705.227539
	Iteration 24Q: 3 clusters Score -188524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -188524.906250 Penalty: 705.227539
	Iteration 25F: 3 clusters Score -188524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Entering Unmasked Estep 
Score: -239782.750000 Penalty: 367.678955
	Iteration 0F: 2 clusters Score -239782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -237562.328125 Penalty: 735.357910
	Iteration 0F: 3 clusters Score -237562.3 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -238329.593750 Penalty: 735.357910
	Iteration 1F: 3 clusters Score -238329.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -238395.484375 Penalty: 735.357910
	Iteration 2F: 3 clusters Score -238395.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -238452.828125 Penalty: 735.357910
	Iteration 3F: 3 clusters Score -238452.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -238503.046875 Penalty: 735.357910
	Iteration 4Q: 3 clusters Score -238503 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -238542.937500 Penalty: 735.357910
	Iteration 5Q: 3 clusters Score -238542.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238592.859375 Penalty: 735.357910
	Iteration 6Q: 3 clusters Score -238592.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238653.406250 Penalty: 735.357910
	Iteration 7Q: 3 clusters Score -238653.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -238748.093750 Penalty: 735.357910
	Iteration 8Q: 3 clusters Score -238748.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -238881.609375 Penalty: 735.357910
	Iteration 9F: 3 clusters Score -238881.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -239016.406250 Penalty: 735.357910
	Iteration 10F: 3 clusters Score -239016.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -239166.515625 Penalty: 735.357910
	Iteration 11F: 3 clusters Score -239166.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -239292.546875 Penalty: 735.357910
	Iteration 12Q: 3 clusters Score -239292.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -239380.031250 Penalty: 735.357910
	Iteration 13Q: 3 clusters Score -239380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -239431.031250 Penalty: 735.357910
	Iteration 14Q: 3 clusters Score -239431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -239469.765625 Penalty: 735.357910
	Iteration 15Q: 3 clusters Score -239469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -239482.234375 Penalty: 735.357910
	Iteration 16Q: 3 clusters Score -239482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -239488.796875 Penalty: 735.357910
	Iteration 17Q: 3 clusters Score -239488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -239494.531250 Penalty: 735.357910
	Iteration 18Q: 3 clusters Score -239494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -239495.703125 Penalty: 735.357910
	Iteration 19Q: 3 clusters Score -239495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -239501.578125 Penalty: 735.357910
	Iteration 20F: 3 clusters Score -239501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -239504.359375 Penalty: 735.357910
	Iteration 21Q: 3 clusters Score -239504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -239504.359375 Penalty: 735.357910
	Iteration 22F: 3 clusters Score -239504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 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 67 members 
Entering Unmasked Estep 
Score: -5564.875977 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5564.876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5635.626953 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5635.627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5656.902344 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5656.902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5695.944336 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5695.944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5710.685547 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5710.686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5722.393066 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5722.393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5736.355469 Penalty: 454.746338
	Iteration 6Q: 3 clusters Score -5736.355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5746.453613 Penalty: 454.746338
	Iteration 7Q: 3 clusters Score -5746.454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5752.040527 Penalty: 454.746338
	Iteration 8Q: 3 clusters Score -5752.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5756.616211 Penalty: 454.746338
	Iteration 9Q: 3 clusters Score -5756.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5756.616211 Penalty: 454.746338
	Iteration 10F: 3 clusters Score -5756.616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -290080.031250 Penalty: 371.134277
	Iteration 0F: 2 clusters Score -290080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -287725.156250 Penalty: 742.268555
	Iteration 0F: 3 clusters Score -287725.2 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -288535.656250 Penalty: 742.268555
	Iteration 1F: 3 clusters Score -288535.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -288689.937500 Penalty: 742.268555
	Iteration 2F: 3 clusters Score -288689.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -288894.468750 Penalty: 742.268555
	Iteration 3F: 3 clusters Score -288894.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -289100.062500 Penalty: 742.268555
	Iteration 4F: 3 clusters Score -289100.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -289263.437500 Penalty: 742.268555
	Iteration 5F: 3 clusters Score -289263.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -289361.937500 Penalty: 742.268555
	Iteration 6Q: 3 clusters Score -289361.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -289451.843750 Penalty: 742.268555
	Iteration 7Q: 3 clusters Score -289451.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -289531.687500 Penalty: 742.268555
	Iteration 8Q: 3 clusters Score -289531.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -289624.937500 Penalty: 742.268555
	Iteration 9Q: 3 clusters Score -289624.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -289671.968750 Penalty: 742.268555
	Iteration 10Q: 3 clusters Score -289672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289688.875000 Penalty: 742.268555
	Iteration 11Q: 3 clusters Score -289688.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -289696.218750 Penalty: 742.268555
	Iteration 12Q: 3 clusters Score -289696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -289700.937500 Penalty: 742.268555
	Iteration 13Q: 3 clusters Score -289700.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289707.312500 Penalty: 742.268555
	Iteration 14Q: 3 clusters Score -289707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -289710.281250 Penalty: 742.268555
	Iteration 15Q: 3 clusters Score -289710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -289713.343750 Penalty: 742.268555
	Iteration 16Q: 3 clusters Score -289713.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -289715.000000 Penalty: 742.268555
	Iteration 17Q: 3 clusters Score -289715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -289717.156250 Penalty: 742.268555
	Iteration 18Q: 3 clusters Score -289717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -289717.750000 Penalty: 742.268555
	Iteration 19Q: 3 clusters Score -289717.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -289716.156250 Penalty: 742.268555
	Iteration 20F: 3 clusters Score -289716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -289717.093750 Penalty: 742.268555
	Iteration 21Q: 3 clusters Score -289717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -289716.406250 Penalty: 742.268555
	Iteration 22Q: 3 clusters Score -289716.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -289715.968750 Penalty: 742.268555
	Iteration 23Q: 3 clusters Score -289716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289718.125000 Penalty: 742.268555
	Iteration 24Q: 3 clusters Score -289718.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289717.906250 Penalty: 742.268555
	Iteration 25Q: 3 clusters Score -289717.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -289718.937500 Penalty: 742.268555
	Iteration 26Q: 3 clusters Score -289718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -289720.406250 Penalty: 742.268555
	Iteration 27Q: 3 clusters Score -289720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289724.218750 Penalty: 742.268555
	Iteration 28Q: 3 clusters Score -289724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -289723.937500 Penalty: 742.268555
	Iteration 29Q: 3 clusters Score -289723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -289722.218750 Penalty: 742.268555
	Iteration 30Q: 3 clusters Score -289722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289722.843750 Penalty: 742.268555
	Iteration 31Q: 3 clusters Score -289722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289724.281250 Penalty: 742.268555
	Iteration 32Q: 3 clusters Score -289724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289724.281250 Penalty: 742.268555
	Iteration 33F: 3 clusters Score -289724.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.218750 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -64958.320312 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64958.32 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65219.042969 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65219.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -65278.734375 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65278.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -65301.000000 Penalty: 624.129395
	Iteration 3Q: 3 clusters Score -65301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -65322.234375 Penalty: 624.129395
	Iteration 4Q: 3 clusters Score -65322.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65345.910156 Penalty: 624.129395
	Iteration 5Q: 3 clusters Score -65345.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65359.179688 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65359.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -65366.597656 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65366.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65375.398438 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65381.843750 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65381.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -65386.718750 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65386.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65391.128906 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65391.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -65391.765625 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65391.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65392.437500 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65392.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -65395.035156 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65395.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65398.277344 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65398.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65401.781250 Penalty: 624.129395
	Iteration 16Q: 3 clusters Score -65401.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65407.718750 Penalty: 624.129395
	Iteration 17Q: 3 clusters Score -65407.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -65414.964844 Penalty: 624.129395
	Iteration 18Q: 3 clusters Score -65414.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65420.957031 Penalty: 624.129395
	Iteration 19Q: 3 clusters Score -65420.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65423.289062 Penalty: 624.129395
	Iteration 20F: 3 clusters Score -65423.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -65425.757812 Penalty: 624.129395
	Iteration 21Q: 3 clusters Score -65425.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -65431.816406 Penalty: 624.129395
	Iteration 22Q: 3 clusters Score -65431.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -65437.097656 Penalty: 624.129395
	Iteration 23Q: 3 clusters Score -65437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -65440.582031 Penalty: 624.129395
	Iteration 24Q: 3 clusters Score -65440.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65445.492188 Penalty: 624.129395
	Iteration 25Q: 3 clusters Score -65445.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65448.718750 Penalty: 624.129395
	Iteration 26Q: 3 clusters Score -65448.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65450.796875 Penalty: 624.129395
	Iteration 27Q: 3 clusters Score -65450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65451.964844 Penalty: 624.129395
	Iteration 28Q: 3 clusters Score -65451.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -65452.480469 Penalty: 624.129395
	Iteration 29Q: 3 clusters Score -65452.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65453.171875 Penalty: 624.129395
	Iteration 30Q: 3 clusters Score -65453.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65453.707031 Penalty: 624.129395
	Iteration 31Q: 3 clusters Score -65453.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65453.707031 Penalty: 624.129395
	Iteration 32F: 3 clusters Score -65453.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -1187894.000000 Penalty: 436.001740
	Iteration 0F: 2 clusters Score -1187894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1178267.375000 Penalty: 872.003479
	Iteration 0F: 3 clusters Score -1178267 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1182521.000000 Penalty: 872.003479
	Iteration 1F: 3 clusters Score -1182521 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1183059.250000 Penalty: 872.003479
	Iteration 2F: 3 clusters Score -1183059 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1183881.625000 Penalty: 872.003479
	Iteration 3F: 3 clusters Score -1183882 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1184856.750000 Penalty: 872.003479
	Iteration 4F: 3 clusters Score -1184857 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1185731.250000 Penalty: 872.003479
	Iteration 5F: 3 clusters Score -1185731 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1186309.000000 Penalty: 872.003479
	Iteration 6F: 3 clusters Score -1186309 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1186705.750000 Penalty: 872.003479
	Iteration 7Q: 3 clusters Score -1186706 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1186985.875000 Penalty: 872.003479
	Iteration 8Q: 3 clusters Score -1186986 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1187141.750000 Penalty: 872.003479
	Iteration 9Q: 3 clusters Score -1187142 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1187226.875000 Penalty: 872.003479
	Iteration 10Q: 3 clusters Score -1187227 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1187269.000000 Penalty: 872.003479
	Iteration 11Q: 3 clusters Score -1187269 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1187301.500000 Penalty: 872.003479
	Iteration 12Q: 3 clusters Score -1187302 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1187325.750000 Penalty: 872.003479
	Iteration 13Q: 3 clusters Score -1187326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1187340.250000 Penalty: 872.003479
	Iteration 14Q: 3 clusters Score -1187340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1187350.000000 Penalty: 872.003479
	Iteration 15Q: 3 clusters Score -1187350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1187353.250000 Penalty: 872.003479
	Iteration 16Q: 3 clusters Score -1187353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1187356.125000 Penalty: 872.003479
	Iteration 17Q: 3 clusters Score -1187356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1187357.000000 Penalty: 872.003479
	Iteration 18Q: 3 clusters Score -1187357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1187356.500000 Penalty: 872.003479
	Iteration 19Q: 3 clusters Score -1187356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1187359.750000 Penalty: 872.003479
	Iteration 20F: 3 clusters Score -1187360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1187363.500000 Penalty: 872.003479
	Iteration 21Q: 3 clusters Score -1187364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1187364.125000 Penalty: 872.003479
	Iteration 22Q: 3 clusters Score -1187364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1187361.750000 Penalty: 872.003479
	Iteration 23Q: 3 clusters Score -1187362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1187361.875000 Penalty: 872.003479
	Iteration 24Q: 3 clusters Score -1187362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1187361.875000 Penalty: 872.003479
	Iteration 25Q: 3 clusters Score -1187362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1187363.750000 Penalty: 872.003479
	Iteration 26Q: 3 clusters Score -1187364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1187363.125000 Penalty: 872.003479
	Iteration 27Q: 3 clusters Score -1187363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1187363.625000 Penalty: 872.003479
	Iteration 28Q: 3 clusters Score -1187364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1187364.500000 Penalty: 872.003479
	Iteration 29Q: 3 clusters Score -1187364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1187364.500000 Penalty: 872.003479
	Iteration 30Q: 3 clusters Score -1187364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1187362.875000 Penalty: 872.003479
	Iteration 31Q: 3 clusters Score -1187363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1187362.875000 Penalty: 872.003479
	Iteration 32Q: 3 clusters Score -1187363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1187363.250000 Penalty: 872.003479
	Iteration 33Q: 3 clusters Score -1187363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1187363.250000 Penalty: 872.003479
	Iteration 34F: 3 clusters Score -1187363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18953.464844 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18953.46 nChanged 93
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: -19043.613281 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19043.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19070.095703 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19070.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19123.621094 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -19123.62 nChanged 18
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: -19153.447266 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -19153.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19171.703125 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19180.306641 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19180.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19189.269531 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19189.27 nChanged 6
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: -19195.875000 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19195.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19201.761719 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19201.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19204.511719 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19204.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19204.511719 Penalty: 522.904541
	Iteration 11F: 3 clusters Score -19204.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 132 members 
Entering Unmasked Estep 
Score: -12580.827148 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12580.83 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12696.319336 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12696.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12722.085938 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12722.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12733.562500 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12733.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12744.092773 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12744.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12767.040039 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12767.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12774.487305 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12774.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12785.798828 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12796.260742 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12796.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12799.170898 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12799.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12800.074219 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -12800.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12802.294922 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -12802.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12802.294922 Penalty: 503.897430
	Iteration 12F: 3 clusters Score -12802.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (23970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Entering Unmasked Estep 
Score: -1954777.500000 Penalty: 458.847412
	Iteration 0F: 2 clusters Score -1954778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1939375.000000 Penalty: 917.694824
	Iteration 0F: 3 clusters Score -1939375 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1945759.250000 Penalty: 917.694824
	Iteration 1F: 3 clusters Score -1945759 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1945984.875000 Penalty: 917.694824
	Iteration 2Q: 3 clusters Score -1945985 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1946243.125000 Penalty: 917.694824
	Iteration 3Q: 3 clusters Score -1946243 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1946610.750000 Penalty: 917.694824
	Iteration 4Q: 3 clusters Score -1946611 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1947244.750000 Penalty: 917.694824
	Iteration 5Q: 3 clusters Score -1947245 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1948415.250000 Penalty: 917.694824
	Iteration 6F: 3 clusters Score -1948415 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1950216.875000 Penalty: 917.694824
	Iteration 7F: 3 clusters Score -1950217 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1951806.500000 Penalty: 917.694824
	Iteration 8F: 3 clusters Score -1951806 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1952729.875000 Penalty: 917.694824
	Iteration 9Q: 3 clusters Score -1952730 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1953339.750000 Penalty: 917.694824
	Iteration 10Q: 3 clusters Score -1953340 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1953792.750000 Penalty: 917.694824
	Iteration 11Q: 3 clusters Score -1953793 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1954131.125000 Penalty: 917.694824
	Iteration 12Q: 3 clusters Score -1954131 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1954310.000000 Penalty: 917.694824
	Iteration 13Q: 3 clusters Score -1954310 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1954409.125000 Penalty: 917.694824
	Iteration 14Q: 3 clusters Score -1954409 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1954457.750000 Penalty: 917.694824
	Iteration 15Q: 3 clusters Score -1954458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1954499.000000 Penalty: 917.694824
	Iteration 16Q: 3 clusters Score -1954499 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1954518.875000 Penalty: 917.694824
	Iteration 17Q: 3 clusters Score -1954519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1954528.250000 Penalty: 917.694824
	Iteration 18Q: 3 clusters Score -1954528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1954529.500000 Penalty: 917.694824
	Iteration 19Q: 3 clusters Score -1954530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1954535.625000 Penalty: 917.694824
	Iteration 20F: 3 clusters Score -1954536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1954533.625000 Penalty: 917.694824
	Iteration 21Q: 3 clusters Score -1954534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1954537.625000 Penalty: 917.694824
	Iteration 22Q: 3 clusters Score -1954538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1954536.250000 Penalty: 917.694824
	Iteration 23Q: 3 clusters Score -1954536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1954539.750000 Penalty: 917.694824
	Iteration 24Q: 3 clusters Score -1954540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1954539.625000 Penalty: 917.694824
	Iteration 25Q: 3 clusters Score -1954540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1954539.000000 Penalty: 917.694824
	Iteration 26Q: 3 clusters Score -1954539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1954537.375000 Penalty: 917.694824
	Iteration 27Q: 3 clusters Score -1954537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1954536.875000 Penalty: 917.694824
	Iteration 28Q: 3 clusters Score -1954537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1954536.625000 Penalty: 917.694824
	Iteration 29Q: 3 clusters Score -1954537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1954533.500000 Penalty: 917.694824
	Iteration 30Q: 3 clusters Score -1954534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1954536.500000 Penalty: 917.694824
	Iteration 31Q: 3 clusters Score -1954536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1954542.625000 Penalty: 917.694824
	Iteration 32Q: 3 clusters Score -1954543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1954542.000000 Penalty: 917.694824
	Iteration 33Q: 3 clusters Score -1954542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1954542.375000 Penalty: 917.694824
	Iteration 34Q: 3 clusters Score -1954542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1954541.125000 Penalty: 917.694824
	Iteration 35Q: 3 clusters Score -1954541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1954541.125000 Penalty: 917.694824
	Iteration 36F: 3 clusters Score -1954541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -473519.875000 Penalty: 396.288177
	Iteration 0F: 2 clusters Score -473519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -469478.500000 Penalty: 792.576355
	Iteration 0F: 3 clusters Score -469478.5 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -470971.062500 Penalty: 792.576355
	Iteration 1F: 3 clusters Score -470971.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -471121.406250 Penalty: 792.576355
	Iteration 2F: 3 clusters Score -471121.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -471307.843750 Penalty: 792.576355
	Iteration 3F: 3 clusters Score -471307.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -471531.718750 Penalty: 792.576355
	Iteration 4Q: 3 clusters Score -471531.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -471808.468750 Penalty: 792.576355
	Iteration 5F: 3 clusters Score -471808.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -472077.968750 Penalty: 792.576355
	Iteration 6F: 3 clusters Score -472078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -472263.562500 Penalty: 792.576355
	Iteration 7Q: 3 clusters Score -472263.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -472361.406250 Penalty: 792.576355
	Iteration 8Q: 3 clusters Score -472361.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -472411.875000 Penalty: 792.576355
	Iteration 9Q: 3 clusters Score -472411.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -472452.468750 Penalty: 792.576355
	Iteration 10Q: 3 clusters Score -472452.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -472490.281250 Penalty: 792.576355
	Iteration 11Q: 3 clusters Score -472490.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -472529.687500 Penalty: 792.576355
	Iteration 12Q: 3 clusters Score -472529.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -472567.406250 Penalty: 792.576355
	Iteration 13Q: 3 clusters Score -472567.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -472610.906250 Penalty: 792.576355
	Iteration 14Q: 3 clusters Score -472610.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -472640.312500 Penalty: 792.576355
	Iteration 15Q: 3 clusters Score -472640.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -472662.343750 Penalty: 792.576355
	Iteration 16Q: 3 clusters Score -472662.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -472687.812500 Penalty: 792.576355
	Iteration 17Q: 3 clusters Score -472687.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -472708.125000 Penalty: 792.576355
	Iteration 18Q: 3 clusters Score -472708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -472727.906250 Penalty: 792.576355
	Iteration 19Q: 3 clusters Score -472727.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -472744.531250 Penalty: 792.576355
	Iteration 20F: 3 clusters Score -472744.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -472762.281250 Penalty: 792.576355
	Iteration 21Q: 3 clusters Score -472762.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -472786.625000 Penalty: 792.576355
	Iteration 22Q: 3 clusters Score -472786.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -472811.875000 Penalty: 792.576355
	Iteration 23Q: 3 clusters Score -472811.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -472830.687500 Penalty: 792.576355
	Iteration 24Q: 3 clusters Score -472830.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -472843.687500 Penalty: 792.576355
	Iteration 25Q: 3 clusters Score -472843.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -472854.781250 Penalty: 792.576355
	Iteration 26Q: 3 clusters Score -472854.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -472866.406250 Penalty: 792.576355
	Iteration 27Q: 3 clusters Score -472866.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -472877.406250 Penalty: 792.576355
	Iteration 28Q: 3 clusters Score -472877.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -472883.187500 Penalty: 792.576355
	Iteration 29Q: 3 clusters Score -472883.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -472888.625000 Penalty: 792.576355
	Iteration 30Q: 3 clusters Score -472888.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -472896.156250 Penalty: 792.576355
	Iteration 31Q: 3 clusters Score -472896.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -472906.437500 Penalty: 792.576355
	Iteration 32Q: 3 clusters Score -472906.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -472920.000000 Penalty: 792.576355
	Iteration 33Q: 3 clusters Score -472920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -472932.156250 Penalty: 792.576355
	Iteration 34Q: 3 clusters Score -472932.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -472946.750000 Penalty: 792.576355
	Iteration 35Q: 3 clusters Score -472946.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -472959.125000 Penalty: 792.576355
	Iteration 36Q: 3 clusters Score -472959.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -472971.125000 Penalty: 792.576355
	Iteration 37Q: 3 clusters Score -472971.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -472989.125000 Penalty: 792.576355
	Iteration 38Q: 3 clusters Score -472989.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -473001.687500 Penalty: 792.576355
	Iteration 39Q: 3 clusters Score -473001.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -473015.906250 Penalty: 792.576355
	Iteration 40F: 3 clusters Score -473015.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -473028.187500 Penalty: 792.576355
	Iteration 41Q: 3 clusters Score -473028.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -473039.468750 Penalty: 792.576355
	Iteration 42Q: 3 clusters Score -473039.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -473048.125000 Penalty: 792.576355
	Iteration 43Q: 3 clusters Score -473048.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -473056.218750 Penalty: 792.576355
	Iteration 44Q: 3 clusters Score -473056.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -473066.093750 Penalty: 792.576355
	Iteration 45Q: 3 clusters Score -473066.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -473068.218750 Penalty: 792.576355
	Iteration 46Q: 3 clusters Score -473068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -473072.968750 Penalty: 792.576355
	Iteration 47Q: 3 clusters Score -473073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -473077.531250 Penalty: 792.576355
	Iteration 48Q: 3 clusters Score -473077.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -473080.937500 Penalty: 792.576355
	Iteration 49Q: 3 clusters Score -473080.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -473086.875000 Penalty: 792.576355
	Iteration 50Q: 3 clusters Score -473086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -473095.531250 Penalty: 792.576355
	Iteration 51Q: 3 clusters Score -473095.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -473103.437500 Penalty: 792.576355
	Iteration 52Q: 3 clusters Score -473103.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -473105.875000 Penalty: 792.576355
	Iteration 53Q: 3 clusters Score -473105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -473108.125000 Penalty: 792.576355
	Iteration 54Q: 3 clusters Score -473108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -473107.718750 Penalty: 792.576355
	Iteration 55Q: 3 clusters Score -473107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -473108.593750 Penalty: 792.576355
	Iteration 56Q: 3 clusters Score -473108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -473110.593750 Penalty: 792.576355
	Iteration 57Q: 3 clusters Score -473110.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473112.281250 Penalty: 792.576355
	Iteration 58Q: 3 clusters Score -473112.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -473115.062500 Penalty: 792.576355
	Iteration 59Q: 3 clusters Score -473115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -473115.843750 Penalty: 792.576355
	Iteration 60F: 3 clusters Score -473115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -473117.500000 Penalty: 792.576355
	Iteration 61Q: 3 clusters Score -473117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -473119.156250 Penalty: 792.576355
	Iteration 62Q: 3 clusters Score -473119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -473121.312500 Penalty: 792.576355
	Iteration 63Q: 3 clusters Score -473121.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -473122.500000 Penalty: 792.576355
	Iteration 64Q: 3 clusters Score -473122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -473123.375000 Penalty: 792.576355
	Iteration 65Q: 3 clusters Score -473123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -473123.937500 Penalty: 792.576355
	Iteration 66Q: 3 clusters Score -473123.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -473126.468750 Penalty: 792.576355
	Iteration 67Q: 3 clusters Score -473126.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -473130.218750 Penalty: 792.576355
	Iteration 68Q: 3 clusters Score -473130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -473134.375000 Penalty: 792.576355
	Iteration 69Q: 3 clusters Score -473134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -473137.156250 Penalty: 792.576355
	Iteration 70Q: 3 clusters Score -473137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -473139.906250 Penalty: 792.576355
	Iteration 71Q: 3 clusters Score -473139.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -473140.281250 Penalty: 792.576355
	Iteration 72Q: 3 clusters Score -473140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -473141.718750 Penalty: 792.576355
	Iteration 73Q: 3 clusters Score -473141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -473141.906250 Penalty: 792.576355
	Iteration 74Q: 3 clusters Score -473141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -473142.625000 Penalty: 792.576355
	Iteration 75Q: 3 clusters Score -473142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -473142.906250 Penalty: 792.576355
	Iteration 76Q: 3 clusters Score -473142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -473142.906250 Penalty: 792.576355
	Iteration 77F: 3 clusters Score -473142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -70506.664062 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -70506.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69747.773438 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -69747.77 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69969.726562 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -69969.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70016.695312 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -70016.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -70043.031250 Penalty: 620.720764
	Iteration 3Q: 3 clusters Score -70043.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70058.679688 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -70058.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70075.609375 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -70075.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -70085.640625 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -70085.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -70099.765625 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -70099.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -70122.414062 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -70122.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70140.156250 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -70140.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -70149.640625 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -70149.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70158.632812 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -70158.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70164.437500 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -70164.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -70168.539062 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -70168.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -70172.781250 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -70172.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70176.015625 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -70176.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -70179.726562 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -70179.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -70185.242188 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -70185.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -70188.710938 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -70188.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -70193.468750 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -70193.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -70206.296875 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -70206.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -70214.148438 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -70214.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -70218.671875 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -70218.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -70225.093750 Penalty: 620.720764
	Iteration 23Q: 3 clusters Score -70225.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -70227.265625 Penalty: 620.720764
	Iteration 24Q: 3 clusters Score -70227.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -70230.031250 Penalty: 620.720764
	Iteration 25Q: 3 clusters Score -70230.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70234.937500 Penalty: 620.720764
	Iteration 26Q: 3 clusters Score -70234.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -70237.421875 Penalty: 620.720764
	Iteration 27Q: 3 clusters Score -70237.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -70239.046875 Penalty: 620.720764
	Iteration 28Q: 3 clusters Score -70239.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70240.312500 Penalty: 620.720764
	Iteration 29Q: 3 clusters Score -70240.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70240.617188 Penalty: 620.720764
	Iteration 30Q: 3 clusters Score -70240.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70240.617188 Penalty: 620.720764
	Iteration 31F: 3 clusters Score -70240.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (12380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Entering Unmasked Estep 
Score: -1016345.062500 Penalty: 428.784607
	Iteration 0F: 2 clusters Score -1016345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1008137.937500 Penalty: 857.569214
	Iteration 0F: 3 clusters Score -1008138 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1011350.750000 Penalty: 857.569214
	Iteration 1F: 3 clusters Score -1011351 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1011475.937500 Penalty: 857.569214
	Iteration 2Q: 3 clusters Score -1011476 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1011614.062500 Penalty: 857.569214
	Iteration 3Q: 3 clusters Score -1011614 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1011774.312500 Penalty: 857.569214
	Iteration 4Q: 3 clusters Score -1011774 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1011985.375000 Penalty: 857.569214
	Iteration 5Q: 3 clusters Score -1011985 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1012349.375000 Penalty: 857.569214
	Iteration 6F: 3 clusters Score -1012349 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1012978.000000 Penalty: 857.569214
	Iteration 7F: 3 clusters Score -1012978 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1013897.125000 Penalty: 857.569214
	Iteration 8F: 3 clusters Score -1013897 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1014859.437500 Penalty: 857.569214
	Iteration 9F: 3 clusters Score -1014859 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1015538.187500 Penalty: 857.569214
	Iteration 10F: 3 clusters Score -1015538 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1015809.187500 Penalty: 857.569214
	Iteration 11Q: 3 clusters Score -1015809 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1015908.437500 Penalty: 857.569214
	Iteration 12Q: 3 clusters Score -1015908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1015929.687500 Penalty: 857.569214
	Iteration 13Q: 3 clusters Score -1015930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1015943.625000 Penalty: 857.569214
	Iteration 14Q: 3 clusters Score -1015944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1015946.812500 Penalty: 857.569214
	Iteration 15Q: 3 clusters Score -1015947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1015956.500000 Penalty: 857.569214
	Iteration 16Q: 3 clusters Score -1015956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1015957.625000 Penalty: 857.569214
	Iteration 17Q: 3 clusters Score -1015958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1015958.312500 Penalty: 857.569214
	Iteration 18Q: 3 clusters Score -1015958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1015958.312500 Penalty: 857.569214
	Iteration 19F: 3 clusters Score -1015958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9061.034180 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9061.034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9152.780273 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9152.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9181.681641 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9181.682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9187.912109 Penalty: 480.771515
	Iteration 3Q: 3 clusters Score -9187.912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9190.796875 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9190.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9191.163086 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9191.163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9191.163086 Penalty: 480.771515
	Iteration 6F: 3 clusters Score -9191.163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15335.836914 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15335.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15065.839844 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -15065.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15160.671875 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15160.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15196.147461 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -15196.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15215.507812 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -15215.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15223.255859 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15223.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15228.273438 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -15228.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -15235.464844 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -15235.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15242.025391 Penalty: 493.670471
	Iteration 7Q: 3 clusters Score -15242.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15242.025391 Penalty: 493.670471
	Iteration 8F: 3 clusters Score -15242.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (36842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Entering Unmasked Estep 
Score: -2949991.750000 Penalty: 478.404907
	Iteration 0F: 2 clusters Score -2949992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2927366.500000 Penalty: 956.809814
	Iteration 0F: 3 clusters Score -2927366 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2937672.000000 Penalty: 956.809814
	Iteration 1F: 3 clusters Score -2937672 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2938065.250000 Penalty: 956.809814
	Iteration 2Q: 3 clusters Score -2938065 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2938686.750000 Penalty: 956.809814
	Iteration 3Q: 3 clusters Score -2938687 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2939668.250000 Penalty: 956.809814
	Iteration 4F: 3 clusters Score -2939668 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2941277.750000 Penalty: 956.809814
	Iteration 5F: 3 clusters Score -2941278 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -2943293.000000 Penalty: 956.809814
	Iteration 6F: 3 clusters Score -2943293 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -2945408.000000 Penalty: 956.809814
	Iteration 7F: 3 clusters Score -2945408 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -2947112.500000 Penalty: 956.809814
	Iteration 8F: 3 clusters Score -2947112 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -2948024.250000 Penalty: 956.809814
	Iteration 9Q: 3 clusters Score -2948024 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -2948493.750000 Penalty: 956.809814
	Iteration 10Q: 3 clusters Score -2948494 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -2948818.250000 Penalty: 956.809814
	Iteration 11Q: 3 clusters Score -2948818 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -2949113.250000 Penalty: 956.809814
	Iteration 12Q: 3 clusters Score -2949113 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -2949336.500000 Penalty: 956.809814
	Iteration 13Q: 3 clusters Score -2949336 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2949492.750000 Penalty: 956.809814
	Iteration 14Q: 3 clusters Score -2949493 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -2949628.500000 Penalty: 956.809814
	Iteration 15Q: 3 clusters Score -2949628 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -2949706.750000 Penalty: 956.809814
	Iteration 16Q: 3 clusters Score -2949707 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -2949758.750000 Penalty: 956.809814
	Iteration 17Q: 3 clusters Score -2949759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -2949797.500000 Penalty: 956.809814
	Iteration 18Q: 3 clusters Score -2949798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -2949821.500000 Penalty: 956.809814
	Iteration 19Q: 3 clusters Score -2949822 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -2949850.750000 Penalty: 956.809814
	Iteration 20F: 3 clusters Score -2949851 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -2949849.250000 Penalty: 956.809814
	Iteration 21Q: 3 clusters Score -2949849 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -2949853.500000 Penalty: 956.809814
	Iteration 22Q: 3 clusters Score -2949854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -2949857.750000 Penalty: 956.809814
	Iteration 23Q: 3 clusters Score -2949858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -2949849.250000 Penalty: 956.809814
	Iteration 24Q: 3 clusters Score -2949849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -2949862.000000 Penalty: 956.809814
	Iteration 25Q: 3 clusters Score -2949862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -2949863.750000 Penalty: 956.809814
	Iteration 26Q: 3 clusters Score -2949864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -2949889.500000 Penalty: 956.809814
	Iteration 27Q: 3 clusters Score -2949890 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -2949891.750000 Penalty: 956.809814
	Iteration 28Q: 3 clusters Score -2949892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -2949905.750000 Penalty: 956.809814
	Iteration 29Q: 3 clusters Score -2949906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -2949904.250000 Penalty: 956.809814
	Iteration 30Q: 3 clusters Score -2949904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -2949917.750000 Penalty: 956.809814
	Iteration 31Q: 3 clusters Score -2949918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -2949924.000000 Penalty: 956.809814
	Iteration 32Q: 3 clusters Score -2949924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -2949918.500000 Penalty: 956.809814
	Iteration 33Q: 3 clusters Score -2949918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -2949929.250000 Penalty: 956.809814
	Iteration 34Q: 3 clusters Score -2949929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -2949951.750000 Penalty: 956.809814
	Iteration 35Q: 3 clusters Score -2949952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -2949972.250000 Penalty: 956.809814
	Iteration 36Q: 3 clusters Score -2949972 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -2949989.250000 Penalty: 956.809814
	Iteration 37Q: 3 clusters Score -2949989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2950006.750000 Penalty: 956.809814
	Iteration 38Q: 3 clusters Score -2950007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -2950007.750000 Penalty: 956.809814
	Iteration 39Q: 3 clusters Score -2950008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -2950004.500000 Penalty: 956.809814
	Iteration 40F: 3 clusters Score -2950004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -2950010.000000 Penalty: 956.809814
	Iteration 41Q: 3 clusters Score -2950010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -2950033.750000 Penalty: 956.809814
	Iteration 42Q: 3 clusters Score -2950034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -2950048.750000 Penalty: 956.809814
	Iteration 43Q: 3 clusters Score -2950049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -2950064.250000 Penalty: 956.809814
	Iteration 44Q: 3 clusters Score -2950064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -2950063.750000 Penalty: 956.809814
	Iteration 45Q: 3 clusters Score -2950064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -2950061.250000 Penalty: 956.809814
	Iteration 46Q: 3 clusters Score -2950061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -2950057.250000 Penalty: 956.809814
	Iteration 47Q: 3 clusters Score -2950057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -2950046.250000 Penalty: 956.809814
	Iteration 48Q: 3 clusters Score -2950046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -2950055.250000 Penalty: 956.809814
	Iteration 49Q: 3 clusters Score -2950055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -2950060.500000 Penalty: 956.809814
	Iteration 50Q: 3 clusters Score -2950060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -2950051.250000 Penalty: 956.809814
	Iteration 51Q: 3 clusters Score -2950051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -2950042.250000 Penalty: 956.809814
	Iteration 52Q: 3 clusters Score -2950042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -2950038.750000 Penalty: 956.809814
	Iteration 53Q: 3 clusters Score -2950039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -2950021.750000 Penalty: 956.809814
	Iteration 54Q: 3 clusters Score -2950022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -2950033.750000 Penalty: 956.809814
	Iteration 55Q: 3 clusters Score -2950034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -2950025.750000 Penalty: 956.809814
	Iteration 56Q: 3 clusters Score -2950026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -2950028.250000 Penalty: 956.809814
	Iteration 57Q: 3 clusters Score -2950028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -2950037.250000 Penalty: 956.809814
	Iteration 58Q: 3 clusters Score -2950037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -2950031.500000 Penalty: 956.809814
	Iteration 59Q: 3 clusters Score -2950032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2950026.500000 Penalty: 956.809814
	Iteration 60F: 3 clusters Score -2950026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2950017.000000 Penalty: 956.809814
	Iteration 61Q: 3 clusters Score -2950017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -2950016.250000 Penalty: 956.809814
	Iteration 62Q: 3 clusters Score -2950016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2950001.000000 Penalty: 956.809814
	Iteration 63Q: 3 clusters Score -2950001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -2950003.750000 Penalty: 956.809814
	Iteration 64Q: 3 clusters Score -2950004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -2949998.250000 Penalty: 956.809814
	Iteration 65Q: 3 clusters Score -2949998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2949999.000000 Penalty: 956.809814
	Iteration 66Q: 3 clusters Score -2949999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -2949992.000000 Penalty: 956.809814
	Iteration 67Q: 3 clusters Score -2949992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -2949983.500000 Penalty: 956.809814
	Iteration 68Q: 3 clusters Score -2949984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -2949979.750000 Penalty: 956.809814
	Iteration 69Q: 3 clusters Score -2949980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -2949985.250000 Penalty: 956.809814
	Iteration 70Q: 3 clusters Score -2949985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -2949980.000000 Penalty: 956.809814
	Iteration 71Q: 3 clusters Score -2949980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -2949965.500000 Penalty: 956.809814
	Iteration 72Q: 3 clusters Score -2949966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -2949957.250000 Penalty: 956.809814
	Iteration 73Q: 3 clusters Score -2949957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -2949936.750000 Penalty: 956.809814
	Iteration 74Q: 3 clusters Score -2949937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -2949924.250000 Penalty: 956.809814
	Iteration 75Q: 3 clusters Score -2949924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -2949913.250000 Penalty: 956.809814
	Iteration 76Q: 3 clusters Score -2949913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -2949907.000000 Penalty: 956.809814
	Iteration 77Q: 3 clusters Score -2949907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -2949910.000000 Penalty: 956.809814
	Iteration 78Q: 3 clusters Score -2949910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2949911.500000 Penalty: 956.809814
	Iteration 79Q: 3 clusters Score -2949912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -2949890.750000 Penalty: 956.809814
	Iteration 80F: 3 clusters Score -2949891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -2949880.500000 Penalty: 956.809814
	Iteration 81Q: 3 clusters Score -2949880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -2949872.500000 Penalty: 956.809814
	Iteration 82Q: 3 clusters Score -2949872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -2949882.000000 Penalty: 956.809814
	Iteration 83Q: 3 clusters Score -2949882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -2949881.500000 Penalty: 956.809814
	Iteration 84Q: 3 clusters Score -2949882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -2949885.250000 Penalty: 956.809814
	Iteration 85Q: 3 clusters Score -2949885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -2949878.500000 Penalty: 956.809814
	Iteration 86Q: 3 clusters Score -2949878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -2949876.500000 Penalty: 956.809814
	Iteration 87Q: 3 clusters Score -2949876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -2949869.750000 Penalty: 956.809814
	Iteration 88Q: 3 clusters Score -2949870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -2949876.000000 Penalty: 956.809814
	Iteration 89Q: 3 clusters Score -2949876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -2949876.750000 Penalty: 956.809814
	Iteration 90Q: 3 clusters Score -2949877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -2949869.750000 Penalty: 956.809814
	Iteration 91Q: 3 clusters Score -2949870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -2949877.000000 Penalty: 956.809814
	Iteration 92Q: 3 clusters Score -2949877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -2949872.500000 Penalty: 956.809814
	Iteration 93Q: 3 clusters Score -2949872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2949876.750000 Penalty: 956.809814
	Iteration 94Q: 3 clusters Score -2949877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -2949875.000000 Penalty: 956.809814
	Iteration 95Q: 3 clusters Score -2949875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -2949878.750000 Penalty: 956.809814
	Iteration 96Q: 3 clusters Score -2949879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -2949875.750000 Penalty: 956.809814
	Iteration 97Q: 3 clusters Score -2949876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -2949875.250000 Penalty: 956.809814
	Iteration 98Q: 3 clusters Score -2949875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -2949874.250000 Penalty: 956.809814
	Iteration 99Q: 3 clusters Score -2949874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -2949867.500000 Penalty: 956.809814
	Iteration 100F: 3 clusters Score -2949868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -2949866.000000 Penalty: 956.809814
	Iteration 101Q: 3 clusters Score -2949866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -2949867.500000 Penalty: 956.809814
	Iteration 102Q: 3 clusters Score -2949868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -2949862.000000 Penalty: 956.809814
	Iteration 103Q: 3 clusters Score -2949862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -2949863.750000 Penalty: 956.809814
	Iteration 104Q: 3 clusters Score -2949864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -2949860.250000 Penalty: 956.809814
	Iteration 105Q: 3 clusters Score -2949860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -2949860.250000 Penalty: 956.809814
	Iteration 106F: 3 clusters Score -2949860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 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 122 members 
Entering Unmasked Estep 
Score: -9190.339844 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9190.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9307.315430 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9307.315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9355.356445 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9355.356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9379.581055 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -9379.581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9393.228516 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9393.229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9395.400391 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9396.606445 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9396.606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9397.714844 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9397.715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9402.748047 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9402.748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9403.750000 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -9403.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9403.750000 Penalty: 501.722015
	Iteration 10F: 3 clusters Score -9403.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -22156.394531 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -22156.39 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 163 members 
Entering Unmasked Estep 
Score: -21777.097656 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -21777.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21883.720703 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -21883.72 nChanged 27
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: -21911.107422 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -21911.11 nChanged 10
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: -21915.958984 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -21915.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21920.597656 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -21920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21921.337891 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -21921.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21921.337891 Penalty: 524.632385
	Iteration 6F: 3 clusters Score -21921.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (25060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Entering Unmasked Estep 
Score: -2034065.250000 Penalty: 460.870789
	Iteration 0F: 2 clusters Score -2034065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2018019.000000 Penalty: 921.741577
	Iteration 0F: 3 clusters Score -2018019 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2024996.125000 Penalty: 921.741577
	Iteration 1F: 3 clusters Score -2024996 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2025202.250000 Penalty: 921.741577
	Iteration 2Q: 3 clusters Score -2025202 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2025458.250000 Penalty: 921.741577
	Iteration 3Q: 3 clusters Score -2025458 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2025795.750000 Penalty: 921.741577
	Iteration 4Q: 3 clusters Score -2025796 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2026279.125000 Penalty: 921.741577
	Iteration 5Q: 3 clusters Score -2026279 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2027040.125000 Penalty: 921.741577
	Iteration 6F: 3 clusters Score -2027040 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2028159.500000 Penalty: 921.741577
	Iteration 7F: 3 clusters Score -2028160 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2029751.000000 Penalty: 921.741577
	Iteration 8F: 3 clusters Score -2029751 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2031430.375000 Penalty: 921.741577
	Iteration 9F: 3 clusters Score -2031430 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2032624.000000 Penalty: 921.741577
	Iteration 10F: 3 clusters Score -2032624 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2033263.750000 Penalty: 921.741577
	Iteration 11Q: 3 clusters Score -2033264 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2033517.375000 Penalty: 921.741577
	Iteration 12Q: 3 clusters Score -2033517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2033608.125000 Penalty: 921.741577
	Iteration 13Q: 3 clusters Score -2033608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2033629.000000 Penalty: 921.741577
	Iteration 14Q: 3 clusters Score -2033629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -2033641.000000 Penalty: 921.741577
	Iteration 15Q: 3 clusters Score -2033641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2033647.250000 Penalty: 921.741577
	Iteration 16Q: 3 clusters Score -2033647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2033663.125000 Penalty: 921.741577
	Iteration 17Q: 3 clusters Score -2033663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2033668.000000 Penalty: 921.741577
	Iteration 18Q: 3 clusters Score -2033668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2033668.000000 Penalty: 921.741577
	Iteration 19F: 3 clusters Score -2033668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31912 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20696 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3755 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15714 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20775 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18400 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14028 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4675 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 22730 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5735 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1691 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2321 members 
Mstep: Class 62 contains 3232 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3487 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23970 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12380 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36842 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182020.000000 Penalty: 47552.976562
Iteration 439Q: 80 clusters Score -4.218202e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19514 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31938 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20782 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3708 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20783 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8866 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18385 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3960 members 
Mstep: Class 36 contains 2873 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14038 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 23152 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5795 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1692 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2316 members 
Mstep: Class 62 contains 3237 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3525 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 12633 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23953 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12358 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36948 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182340.000000 Penalty: 47552.976562
Iteration 440F: 80 clusters Score -4.218234e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20794 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20790 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8583 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18383 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3929 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14013 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4675 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 23433 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5841 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1692 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2308 members 
Mstep: Class 62 contains 3220 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3549 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 13163 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23918 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12349 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36501 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182592.000000 Penalty: 47552.976562
Iteration 441Q: 80 clusters Score -4.218259e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19508 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20721 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15747 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20795 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8333 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23545 members 
Mstep: Class 33 contains 18382 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3889 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13996 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6483 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 23780 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5871 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1708 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2300 members 
Mstep: Class 62 contains 3213 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3588 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 13617 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23909 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12333 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 36105 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182716.000000 Penalty: 47552.976562
Iteration 442Q: 80 clusters Score -4.218272e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19503 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31980 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20632 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3401 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15756 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6342 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20795 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 8115 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23547 members 
Mstep: Class 33 contains 18380 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3852 members 
Mstep: Class 36 contains 2875 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13969 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4672 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6482 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24137 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5894 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1730 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2293 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3612 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 14016 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23910 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12318 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 35759 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182764.000000 Penalty: 47552.976562
Iteration 443Q: 80 clusters Score -4.218276e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 31998 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20524 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15757 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6343 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20793 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7975 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23548 members 
Mstep: Class 33 contains 18364 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3816 members 
Mstep: Class 36 contains 2877 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13949 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4672 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6479 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24419 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5915 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1765 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2292 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3650 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 14356 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23899 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12321 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 35448 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182856.000000 Penalty: 47552.976562
Iteration 444Q: 80 clusters Score -4.218286e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32004 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20441 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15764 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20788 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7912 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23550 members 
Mstep: Class 33 contains 18343 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3786 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13934 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4673 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6477 members 
Mstep: Class 47 contains 1297 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24640 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5934 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1799 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2291 members 
Mstep: Class 62 contains 3219 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3678 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 14599 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23893 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12331 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 35171 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182876.000000 Penalty: 47552.976562
Iteration 445Q: 80 clusters Score -4.218288e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19493 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32010 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1987 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20398 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15766 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20782 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23553 members 
Mstep: Class 33 contains 18324 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3761 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13927 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4671 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6475 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 24863 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5957 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1825 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2290 members 
Mstep: Class 62 contains 3219 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3709 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 14841 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23889 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12340 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 34900 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182920.000000 Penalty: 47552.976562
Iteration 446Q: 80 clusters Score -4.218292e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32017 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20396 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15765 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6348 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20776 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23556 members 
Mstep: Class 33 contains 18318 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3738 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13925 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4663 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6474 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25039 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5975 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1844 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2285 members 
Mstep: Class 62 contains 3215 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3746 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15064 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23890 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12347 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 34654 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182964.000000 Penalty: 47552.976562
Iteration 447Q: 80 clusters Score -4.218296e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32028 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1983 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20375 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20773 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7651 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23557 members 
Mstep: Class 33 contains 18306 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3721 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13929 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4656 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6473 members 
Mstep: Class 47 contains 1298 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25209 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 5995 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1852 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2278 members 
Mstep: Class 62 contains 3213 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3760 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15255 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23868 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12365 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 34450 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182868.000000 Penalty: 47552.976562
Iteration 448Q: 80 clusters Score -4.218287e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19486 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32030 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20386 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15771 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20770 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7599 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23560 members 
Mstep: Class 33 contains 18283 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3707 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13927 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4651 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6472 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25357 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6017 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1857 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2269 members 
Mstep: Class 62 contains 3211 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3774 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15400 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23846 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12392 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 34269 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182904.000000 Penalty: 47552.976562
Iteration 449Q: 80 clusters Score -4.21829e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32030 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20392 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15774 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20765 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7566 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23564 members 
Mstep: Class 33 contains 18242 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3699 members 
Mstep: Class 36 contains 2883 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13924 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6472 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25500 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6052 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1860 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2260 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3793 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15505 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23831 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12424 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 34100 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182888.000000 Penalty: 47552.976562
Iteration 450Q: 80 clusters Score -4.218289e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32032 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1984 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20438 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2621 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15775 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20765 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7532 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23567 members 
Mstep: Class 33 contains 18207 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3684 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13921 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4644 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6472 members 
Mstep: Class 47 contains 1299 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25630 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6084 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1861 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2253 members 
Mstep: Class 62 contains 3212 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3816 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15603 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23814 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12455 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33923 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182908.000000 Penalty: 47552.976562
Iteration 451Q: 80 clusters Score -4.218291e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32031 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20440 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15772 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20757 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7525 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23568 members 
Mstep: Class 33 contains 18157 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3674 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13917 members 
Mstep: Class 41 contains 1838 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6473 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25754 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6123 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1863 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2245 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3851 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15717 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23801 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12488 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33741 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182844.000000 Penalty: 47552.976562
Iteration 452Q: 80 clusters Score -4.218284e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19486 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32034 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1987 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20449 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15769 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20751 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7519 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23568 members 
Mstep: Class 33 contains 18116 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3664 members 
Mstep: Class 36 contains 2884 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13918 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6471 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25866 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6151 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1871 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2235 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3882 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15817 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23792 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12517 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33561 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182944.000000 Penalty: 47552.976562
Iteration 453Q: 80 clusters Score -4.218294e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19488 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1988 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20480 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15767 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20745 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7514 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 18083 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3645 members 
Mstep: Class 36 contains 2882 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13902 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 25977 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6178 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1877 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2226 members 
Mstep: Class 62 contains 3209 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3916 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15893 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23777 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12529 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33374 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183008.000000 Penalty: 47552.976562
Iteration 454Q: 80 clusters Score -4.218301e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32041 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1986 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20545 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15765 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20741 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7502 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 18057 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3630 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13895 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4645 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26062 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6198 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1881 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2219 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3944 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 15956 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23789 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12527 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33218 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182976.000000 Penalty: 47552.976562
Iteration 455Q: 80 clusters Score -4.218298e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32045 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20598 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15763 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20734 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7498 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23569 members 
Mstep: Class 33 contains 18031 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3624 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13892 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26137 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6216 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1886 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2213 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 3970 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16015 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23798 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12533 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 33056 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183048.000000 Penalty: 47552.976562
Iteration 456Q: 80 clusters Score -4.218305e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32043 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20641 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2273 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20719 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7482 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23571 members 
Mstep: Class 33 contains 17998 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3615 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13883 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26213 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6241 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1890 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4000 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16077 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23823 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12532 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32897 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183028.000000 Penalty: 47552.976562
Iteration 457Q: 80 clusters Score -4.218303e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32047 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20687 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2249 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15762 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20714 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7480 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23573 members 
Mstep: Class 33 contains 17963 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3598 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13868 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4645 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26285 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6262 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1892 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4028 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16131 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23843 members 
Mstep: Class 71 contains 6063 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12539 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32733 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183004.000000 Penalty: 47552.976562
Iteration 458Q: 80 clusters Score -4.2183e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32052 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20753 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15759 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7467 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23574 members 
Mstep: Class 33 contains 17944 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3586 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13859 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4642 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6466 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26338 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6274 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1898 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3208 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4051 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16185 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23871 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12544 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32588 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182980.000000 Penalty: 47552.976562
Iteration 459Q: 80 clusters Score -4.218298e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32055 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20828 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15755 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7451 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23574 members 
Mstep: Class 33 contains 17934 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3579 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13865 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4642 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6465 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26397 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6279 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1900 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3210 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4056 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16234 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23897 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12536 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32446 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183028.000000 Penalty: 47552.976562
Iteration 460F: 80 clusters Score -4.218303e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32056 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20893 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7439 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23576 members 
Mstep: Class 33 contains 17920 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3571 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13858 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4640 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6465 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26439 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6289 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1899 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3210 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4076 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16278 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23926 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12528 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32321 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182904.000000 Penalty: 47552.976562
Iteration 461Q: 80 clusters Score -4.21829e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32063 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20973 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15754 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7419 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23576 members 
Mstep: Class 33 contains 17902 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3564 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13842 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4638 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6466 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26486 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6307 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1899 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3206 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4101 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16342 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23940 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12525 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32188 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182964.000000 Penalty: 47552.976562
Iteration 462Q: 80 clusters Score -4.218296e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32066 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21070 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15750 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20703 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7395 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23576 members 
Mstep: Class 33 contains 17884 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3561 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13823 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4642 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26549 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6327 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1900 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3205 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4136 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16405 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23944 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12527 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 32039 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182972.000000 Penalty: 47552.976562
Iteration 463Q: 80 clusters Score -4.218297e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32065 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21160 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20702 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7382 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23578 members 
Mstep: Class 33 contains 17871 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3560 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13795 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4645 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26584 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6336 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1901 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3204 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4176 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16462 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23943 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12544 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31906 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183032.000000 Penalty: 47552.976562
Iteration 464Q: 80 clusters Score -4.218303e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15739 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20702 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7374 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23578 members 
Mstep: Class 33 contains 17856 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3558 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13771 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4646 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26579 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6337 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1903 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3200 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4202 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16529 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23966 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12548 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31791 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183040.000000 Penalty: 47552.976562
Iteration 465Q: 80 clusters Score -4.218304e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32063 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21373 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15732 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20700 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7356 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23580 members 
Mstep: Class 33 contains 17859 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3554 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13722 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6467 members 
Mstep: Class 47 contains 1300 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26573 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6335 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1905 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3199 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4257 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16605 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23976 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12547 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31661 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182952.000000 Penalty: 47552.976562
Iteration 466Q: 80 clusters Score -4.218295e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19491 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32067 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21488 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20699 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7345 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23582 members 
Mstep: Class 33 contains 17855 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3544 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13632 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26567 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6337 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1907 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4340 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16701 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23976 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12552 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31519 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182940.000000 Penalty: 47552.976562
Iteration 467Q: 80 clusters Score -4.218294e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32069 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21593 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15709 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20701 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7321 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23582 members 
Mstep: Class 33 contains 17856 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13543 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26583 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6337 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1907 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3195 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4433 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16805 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23982 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12550 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31375 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182920.000000 Penalty: 47552.976562
Iteration 468Q: 80 clusters Score -4.218292e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32070 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1969 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21648 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15696 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7303 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23582 members 
Mstep: Class 33 contains 17854 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3533 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13477 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26620 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6336 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1906 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4512 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16910 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23991 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12554 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31242 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182948.000000 Penalty: 47552.976562
Iteration 469Q: 80 clusters Score -4.218295e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19490 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1967 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21679 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7278 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17856 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3529 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13426 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26667 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6336 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1906 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4585 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 16998 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23994 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12558 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31123 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182896.000000 Penalty: 47552.976562
Iteration 470Q: 80 clusters Score -4.21829e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21695 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7262 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23579 members 
Mstep: Class 33 contains 17855 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3526 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13370 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26705 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6340 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1908 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4658 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17071 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23996 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12559 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 31020 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182892.000000 Penalty: 47552.976562
Iteration 471Q: 80 clusters Score -4.218289e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19492 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32073 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7234 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23579 members 
Mstep: Class 33 contains 17852 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3524 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13325 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26733 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6345 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1909 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4735 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17143 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23998 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12556 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30942 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182888.000000 Penalty: 47552.976562
Iteration 472Q: 80 clusters Score -4.218289e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19494 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1967 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21685 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20711 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7204 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23580 members 
Mstep: Class 33 contains 17847 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13295 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26761 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6349 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1909 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3189 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4816 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17222 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24001 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12553 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30860 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182892.000000 Penalty: 47552.976562
Iteration 473Q: 80 clusters Score -4.218289e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1968 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21673 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15622 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20711 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7179 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23580 members 
Mstep: Class 33 contains 17842 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13250 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26784 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6350 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1909 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3192 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4909 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17323 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24002 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12555 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30760 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182868.000000 Penalty: 47552.976562
Iteration 474Q: 80 clusters Score -4.218287e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21639 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20711 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7165 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17842 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3523 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13228 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26802 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6348 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1910 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 4998 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17419 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24001 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12559 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30658 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182808.000000 Penalty: 47552.976562
Iteration 475Q: 80 clusters Score -4.218281e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32073 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21643 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7159 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17840 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3521 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13210 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26809 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6350 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5058 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17524 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24000 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12563 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30551 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182772.000000 Penalty: 47552.976562
Iteration 476Q: 80 clusters Score -4.218277e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21623 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15575 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7136 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17834 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3519 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13200 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26824 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6357 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5140 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17635 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23993 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12570 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30438 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182872.000000 Penalty: 47552.976562
Iteration 477Q: 80 clusters Score -4.218287e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19507 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15549 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6353 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7110 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17831 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3519 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13209 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26839 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6355 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2207 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5207 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17743 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23990 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12580 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30340 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182920.000000 Penalty: 47552.976562
Iteration 478Q: 80 clusters Score -4.218292e+07 nChanged 327
Entering ConstructFrom: 
Score: -42182920.000000 Penalty: 47552.976562
Entering ConstructFrom: 
Trying to split cluster 1 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -51046.039062 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -51046.04 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 396 members 
Entering Unmasked Estep 
Score: -50413.691406 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -50413.69 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -50595.347656 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -50595.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -50679.847656 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -50679.85 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -50739.351562 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -50739.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -50769.871094 Penalty: 603.871155
	Iteration 4F: 3 clusters Score -50769.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -50792.976562 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -50792.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50806.871094 Penalty: 603.871155
	Iteration 6Q: 3 clusters Score -50806.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -50817.738281 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -50817.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50829.230469 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -50829.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -50846.070312 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -50846.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50859.972656 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -50859.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -50874.351562 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -50874.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -50894.484375 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -50894.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50900.519531 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -50900.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -50904.355469 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -50904.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -50906.242188 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -50906.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -50908.738281 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -50908.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50912.574219 Penalty: 603.871155
	Iteration 17Q: 3 clusters Score -50912.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -50914.023438 Penalty: 603.871155
	Iteration 18Q: 3 clusters Score -50914.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50914.480469 Penalty: 603.871155
	Iteration 19Q: 3 clusters Score -50914.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -50914.480469 Penalty: 603.871155
	Iteration 20F: 3 clusters Score -50914.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -360627.031250 Penalty: 386.398987
	Iteration 0F: 2 clusters Score -360627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -357334.406250 Penalty: 772.797974
	Iteration 0F: 3 clusters Score -357334.4 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -358837.406250 Penalty: 772.797974
	Iteration 1F: 3 clusters Score -358837.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -359149.625000 Penalty: 772.797974
	Iteration 2F: 3 clusters Score -359149.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -359464.718750 Penalty: 772.797974
	Iteration 3F: 3 clusters Score -359464.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -359700.812500 Penalty: 772.797974
	Iteration 4F: 3 clusters Score -359700.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -359870.375000 Penalty: 772.797974
	Iteration 5F: 3 clusters Score -359870.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -359999.812500 Penalty: 772.797974
	Iteration 6Q: 3 clusters Score -359999.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -360079.843750 Penalty: 772.797974
	Iteration 7Q: 3 clusters Score -360079.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -360134.906250 Penalty: 772.797974
	Iteration 8Q: 3 clusters Score -360134.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -360165.156250 Penalty: 772.797974
	Iteration 9Q: 3 clusters Score -360165.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -360184.343750 Penalty: 772.797974
	Iteration 10Q: 3 clusters Score -360184.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -360204.843750 Penalty: 772.797974
	Iteration 11Q: 3 clusters Score -360204.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -360232.062500 Penalty: 772.797974
	Iteration 12Q: 3 clusters Score -360232.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -360253.875000 Penalty: 772.797974
	Iteration 13Q: 3 clusters Score -360253.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -360277.937500 Penalty: 772.797974
	Iteration 14Q: 3 clusters Score -360277.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -360297.093750 Penalty: 772.797974
	Iteration 15Q: 3 clusters Score -360297.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -360313.000000 Penalty: 772.797974
	Iteration 16Q: 3 clusters Score -360313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -360334.250000 Penalty: 772.797974
	Iteration 17Q: 3 clusters Score -360334.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -360354.500000 Penalty: 772.797974
	Iteration 18Q: 3 clusters Score -360354.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -360382.937500 Penalty: 772.797974
	Iteration 19Q: 3 clusters Score -360382.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -360408.187500 Penalty: 772.797974
	Iteration 20F: 3 clusters Score -360408.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -360439.531250 Penalty: 772.797974
	Iteration 21Q: 3 clusters Score -360439.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -360459.843750 Penalty: 772.797974
	Iteration 22Q: 3 clusters Score -360459.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -360473.687500 Penalty: 772.797974
	Iteration 23Q: 3 clusters Score -360473.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -360484.250000 Penalty: 772.797974
	Iteration 24Q: 3 clusters Score -360484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -360488.187500 Penalty: 772.797974
	Iteration 25Q: 3 clusters Score -360488.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -360493.031250 Penalty: 772.797974
	Iteration 26Q: 3 clusters Score -360493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -360499.718750 Penalty: 772.797974
	Iteration 27Q: 3 clusters Score -360499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -360506.906250 Penalty: 772.797974
	Iteration 28Q: 3 clusters Score -360506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -360509.281250 Penalty: 772.797974
	Iteration 29Q: 3 clusters Score -360509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -360511.531250 Penalty: 772.797974
	Iteration 30Q: 3 clusters Score -360511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -360513.281250 Penalty: 772.797974
	Iteration 31Q: 3 clusters Score -360513.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -360515.156250 Penalty: 772.797974
	Iteration 32Q: 3 clusters Score -360515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -360516.468750 Penalty: 772.797974
	Iteration 33Q: 3 clusters Score -360516.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -360520.250000 Penalty: 772.797974
	Iteration 34Q: 3 clusters Score -360520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -360522.593750 Penalty: 772.797974
	Iteration 35Q: 3 clusters Score -360522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -360524.937500 Penalty: 772.797974
	Iteration 36Q: 3 clusters Score -360524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -360525.593750 Penalty: 772.797974
	Iteration 37Q: 3 clusters Score -360525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -360526.062500 Penalty: 772.797974
	Iteration 38Q: 3 clusters Score -360526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360526.906250 Penalty: 772.797974
	Iteration 39Q: 3 clusters Score -360526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360527.093750 Penalty: 772.797974
	Iteration 40F: 3 clusters Score -360527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Entering Unmasked Estep 
Score: -1545165.750000 Penalty: 449.466064
	Iteration 0F: 2 clusters Score -1545166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1532290.500000 Penalty: 898.932129
	Iteration 0F: 3 clusters Score -1532290 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1537749.000000 Penalty: 898.932129
	Iteration 1F: 3 clusters Score -1537749 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1538167.375000 Penalty: 898.932129
	Iteration 2Q: 3 clusters Score -1538167 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1538763.250000 Penalty: 898.932129
	Iteration 3F: 3 clusters Score -1538763 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1539557.250000 Penalty: 898.932129
	Iteration 4F: 3 clusters Score -1539557 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1540525.750000 Penalty: 898.932129
	Iteration 5F: 3 clusters Score -1540526 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1541478.625000 Penalty: 898.932129
	Iteration 6F: 3 clusters Score -1541479 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1542229.250000 Penalty: 898.932129
	Iteration 7Q: 3 clusters Score -1542229 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1542755.250000 Penalty: 898.932129
	Iteration 8Q: 3 clusters Score -1542755 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1543174.500000 Penalty: 898.932129
	Iteration 9Q: 3 clusters Score -1543174 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1543506.750000 Penalty: 898.932129
	Iteration 10Q: 3 clusters Score -1543507 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1543770.000000 Penalty: 898.932129
	Iteration 11Q: 3 clusters Score -1543770 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1543978.250000 Penalty: 898.932129
	Iteration 12Q: 3 clusters Score -1543978 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1544105.250000 Penalty: 898.932129
	Iteration 13Q: 3 clusters Score -1544105 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -1544212.125000 Penalty: 898.932129
	Iteration 14Q: 3 clusters Score -1544212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1544303.375000 Penalty: 898.932129
	Iteration 15Q: 3 clusters Score -1544303 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1544401.750000 Penalty: 898.932129
	Iteration 16Q: 3 clusters Score -1544402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1544491.875000 Penalty: 898.932129
	Iteration 17Q: 3 clusters Score -1544492 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1544553.750000 Penalty: 898.932129
	Iteration 18Q: 3 clusters Score -1544554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1544603.000000 Penalty: 898.932129
	Iteration 19Q: 3 clusters Score -1544603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1544642.875000 Penalty: 898.932129
	Iteration 20F: 3 clusters Score -1544643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1544675.375000 Penalty: 898.932129
	Iteration 21Q: 3 clusters Score -1544675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1544706.125000 Penalty: 898.932129
	Iteration 22Q: 3 clusters Score -1544706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1544720.000000 Penalty: 898.932129
	Iteration 23Q: 3 clusters Score -1544720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1544727.125000 Penalty: 898.932129
	Iteration 24Q: 3 clusters Score -1544727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1544734.625000 Penalty: 898.932129
	Iteration 25Q: 3 clusters Score -1544735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1544742.750000 Penalty: 898.932129
	Iteration 26Q: 3 clusters Score -1544743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1544746.125000 Penalty: 898.932129
	Iteration 27Q: 3 clusters Score -1544746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1544752.375000 Penalty: 898.932129
	Iteration 28Q: 3 clusters Score -1544752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1544757.250000 Penalty: 898.932129
	Iteration 29Q: 3 clusters Score -1544757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1544765.125000 Penalty: 898.932129
	Iteration 30Q: 3 clusters Score -1544765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1544768.375000 Penalty: 898.932129
	Iteration 31Q: 3 clusters Score -1544768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1544772.125000 Penalty: 898.932129
	Iteration 32Q: 3 clusters Score -1544772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1544778.750000 Penalty: 898.932129
	Iteration 33Q: 3 clusters Score -1544779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -1544783.000000 Penalty: 898.932129
	Iteration 34Q: 3 clusters Score -1544783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1544789.250000 Penalty: 898.932129
	Iteration 35Q: 3 clusters Score -1544789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1544789.750000 Penalty: 898.932129
	Iteration 36Q: 3 clusters Score -1544790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1544793.625000 Penalty: 898.932129
	Iteration 37Q: 3 clusters Score -1544794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1544795.750000 Penalty: 898.932129
	Iteration 38Q: 3 clusters Score -1544796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -1544798.625000 Penalty: 898.932129
	Iteration 39Q: 3 clusters Score -1544799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1544801.250000 Penalty: 898.932129
	Iteration 40F: 3 clusters Score -1544801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1544798.875000 Penalty: 898.932129
	Iteration 41Q: 3 clusters Score -1544799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1544799.625000 Penalty: 898.932129
	Iteration 42Q: 3 clusters Score -1544800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -1544799.625000 Penalty: 898.932129
	Iteration 43F: 3 clusters Score -1544800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Entering Unmasked Estep 
Score: -1605354.750000 Penalty: 450.599609
	Iteration 0F: 2 clusters Score -1605355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1592098.250000 Penalty: 901.199219
	Iteration 0F: 3 clusters Score -1592098 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1597903.875000 Penalty: 901.199219
	Iteration 1F: 3 clusters Score -1597904 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1598223.625000 Penalty: 901.199219
	Iteration 2Q: 3 clusters Score -1598224 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1598662.000000 Penalty: 901.199219
	Iteration 3Q: 3 clusters Score -1598662 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1599222.500000 Penalty: 901.199219
	Iteration 4Q: 3 clusters Score -1599222 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1599921.250000 Penalty: 901.199219
	Iteration 5F: 3 clusters Score -1599921 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1600672.375000 Penalty: 901.199219
	Iteration 6F: 3 clusters Score -1600672 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1601259.500000 Penalty: 901.199219
	Iteration 7F: 3 clusters Score -1601260 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1601582.250000 Penalty: 901.199219
	Iteration 8Q: 3 clusters Score -1601582 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1601752.750000 Penalty: 901.199219
	Iteration 9Q: 3 clusters Score -1601753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1601895.625000 Penalty: 901.199219
	Iteration 10Q: 3 clusters Score -1601896 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1602050.125000 Penalty: 901.199219
	Iteration 11Q: 3 clusters Score -1602050 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1602225.500000 Penalty: 901.199219
	Iteration 12Q: 3 clusters Score -1602226 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1602488.000000 Penalty: 901.199219
	Iteration 13Q: 3 clusters Score -1602488 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1602798.250000 Penalty: 901.199219
	Iteration 14Q: 3 clusters Score -1602798 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1603110.875000 Penalty: 901.199219
	Iteration 15Q: 3 clusters Score -1603111 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1603418.375000 Penalty: 901.199219
	Iteration 16Q: 3 clusters Score -1603418 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1603671.125000 Penalty: 901.199219
	Iteration 17Q: 3 clusters Score -1603671 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1603895.250000 Penalty: 901.199219
	Iteration 18Q: 3 clusters Score -1603895 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1604086.000000 Penalty: 901.199219
	Iteration 19Q: 3 clusters Score -1604086 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1604248.250000 Penalty: 901.199219
	Iteration 20F: 3 clusters Score -1604248 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1604343.375000 Penalty: 901.199219
	Iteration 21Q: 3 clusters Score -1604343 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1604403.125000 Penalty: 901.199219
	Iteration 22Q: 3 clusters Score -1604403 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1604437.875000 Penalty: 901.199219
	Iteration 23Q: 3 clusters Score -1604438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1604457.500000 Penalty: 901.199219
	Iteration 24Q: 3 clusters Score -1604458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1604462.625000 Penalty: 901.199219
	Iteration 25Q: 3 clusters Score -1604463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1604476.875000 Penalty: 901.199219
	Iteration 26Q: 3 clusters Score -1604477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1604487.875000 Penalty: 901.199219
	Iteration 27Q: 3 clusters Score -1604488 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1604491.500000 Penalty: 901.199219
	Iteration 28Q: 3 clusters Score -1604492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1604497.250000 Penalty: 901.199219
	Iteration 29Q: 3 clusters Score -1604497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1604497.625000 Penalty: 901.199219
	Iteration 30Q: 3 clusters Score -1604498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1604497.750000 Penalty: 901.199219
	Iteration 31Q: 3 clusters Score -1604498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1604497.875000 Penalty: 901.199219
	Iteration 32Q: 3 clusters Score -1604498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1604495.875000 Penalty: 901.199219
	Iteration 33Q: 3 clusters Score -1604496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1604498.125000 Penalty: 901.199219
	Iteration 34Q: 3 clusters Score -1604498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1604496.250000 Penalty: 901.199219
	Iteration 35Q: 3 clusters Score -1604496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1604497.750000 Penalty: 901.199219
	Iteration 36Q: 3 clusters Score -1604498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1604499.250000 Penalty: 901.199219
	Iteration 37Q: 3 clusters Score -1604499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1604496.750000 Penalty: 901.199219
	Iteration 38Q: 3 clusters Score -1604497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1604497.250000 Penalty: 901.199219
	Iteration 39Q: 3 clusters Score -1604497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1604498.125000 Penalty: 901.199219
	Iteration 40F: 3 clusters Score -1604498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1604495.625000 Penalty: 901.199219
	Iteration 41Q: 3 clusters Score -1604496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1604495.625000 Penalty: 901.199219
	Iteration 42F: 3 clusters Score -1604496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -7350.331055 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -7350.331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7133.196777 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -7133.197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7252.754395 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -7252.754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7346.148438 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -7346.148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7366.709473 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -7366.709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7381.314941 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -7381.315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7405.783691 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -7405.784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7415.960449 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -7415.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7422.284668 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -7422.285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7422.284668 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -7422.285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 48 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7088 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17829 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13202 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26841 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6347 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3187 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5278 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17839 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23996 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12588 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30260 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25302 members 
Mstep: Class 80 contains 106 members 
Entering Unmasked Estep 
Score: -42182568.000000 Penalty: 48154.914062
Splitting cluster 5 changes total score from -42182920.000000 to -42182568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -44381.906250 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -44381.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43771.718750 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -43771.72 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43987.941406 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -43987.94 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44080.613281 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -44080.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44141.070312 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -44141.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44199.371094 Penalty: 596.018188
	Iteration 4F: 3 clusters Score -44199.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44243.617188 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -44243.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44255.894531 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -44255.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44264.996094 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -44265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -44267.414062 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -44267.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -44269.562500 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -44269.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44276.195312 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -44276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44278.363281 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -44278.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44283.148438 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -44283.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44284.582031 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -44284.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44287.367188 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -44287.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44290.734375 Penalty: 596.018188
	Iteration 15Q: 3 clusters Score -44290.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44292.195312 Penalty: 596.018188
	Iteration 16Q: 3 clusters Score -44292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44292.511719 Penalty: 596.018188
	Iteration 17Q: 3 clusters Score -44292.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -44293.695312 Penalty: 596.018188
	Iteration 18Q: 3 clusters Score -44293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44296.496094 Penalty: 596.018188
	Iteration 19Q: 3 clusters Score -44296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44298.671875 Penalty: 596.018188
	Iteration 20F: 3 clusters Score -44298.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44299.605469 Penalty: 596.018188
	Iteration 21Q: 3 clusters Score -44299.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44300.816406 Penalty: 596.018188
	Iteration 22Q: 3 clusters Score -44300.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44302.238281 Penalty: 596.018188
	Iteration 23Q: 3 clusters Score -44302.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -44303.558594 Penalty: 596.018188
	Iteration 24Q: 3 clusters Score -44303.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -44304.093750 Penalty: 596.018188
	Iteration 25Q: 3 clusters Score -44304.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -44304.730469 Penalty: 596.018188
	Iteration 26Q: 3 clusters Score -44304.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44305.039062 Penalty: 596.018188
	Iteration 27Q: 3 clusters Score -44305.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44306.707031 Penalty: 596.018188
	Iteration 28Q: 3 clusters Score -44306.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44306.707031 Penalty: 596.018188
	Iteration 29F: 3 clusters Score -44306.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Entering Unmasked Estep 
Score: -2569261.250000 Penalty: 472.100372
	Iteration 0F: 2 clusters Score -2569261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2549559.750000 Penalty: 944.200745
	Iteration 0F: 3 clusters Score -2549560 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2558904.000000 Penalty: 944.200745
	Iteration 1F: 3 clusters Score -2558904 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2560077.750000 Penalty: 944.200745
	Iteration 2F: 3 clusters Score -2560078 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2561968.750000 Penalty: 944.200745
	Iteration 3F: 3 clusters Score -2561969 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -2564395.750000 Penalty: 944.200745
	Iteration 4F: 3 clusters Score -2564396 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -2566638.750000 Penalty: 944.200745
	Iteration 5F: 3 clusters Score -2566639 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -2567984.500000 Penalty: 944.200745
	Iteration 6F: 3 clusters Score -2567984 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -2568530.500000 Penalty: 944.200745
	Iteration 7Q: 3 clusters Score -2568530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -2568702.500000 Penalty: 944.200745
	Iteration 8Q: 3 clusters Score -2568702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -2568766.750000 Penalty: 944.200745
	Iteration 9Q: 3 clusters Score -2568767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2568790.250000 Penalty: 944.200745
	Iteration 10Q: 3 clusters Score -2568790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -2568802.750000 Penalty: 944.200745
	Iteration 11Q: 3 clusters Score -2568803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2568808.750000 Penalty: 944.200745
	Iteration 12Q: 3 clusters Score -2568809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -2568809.750000 Penalty: 944.200745
	Iteration 13Q: 3 clusters Score -2568810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -2568810.000000 Penalty: 944.200745
	Iteration 14Q: 3 clusters Score -2568810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2568812.750000 Penalty: 944.200745
	Iteration 15Q: 3 clusters Score -2568813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -2568812.750000 Penalty: 944.200745
	Iteration 16F: 3 clusters Score -2568813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -277777.625000 Penalty: 376.575958
	Iteration 0F: 2 clusters Score -277777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -275061.781250 Penalty: 753.151917
	Iteration 0F: 3 clusters Score -275061.8 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -276042.875000 Penalty: 753.151917
	Iteration 1F: 3 clusters Score -276042.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -276176.781250 Penalty: 753.151917
	Iteration 2F: 3 clusters Score -276176.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -276291.281250 Penalty: 753.151917
	Iteration 3F: 3 clusters Score -276291.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -276381.218750 Penalty: 753.151917
	Iteration 4F: 3 clusters Score -276381.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -276458.437500 Penalty: 753.151917
	Iteration 5Q: 3 clusters Score -276458.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -276546.156250 Penalty: 753.151917
	Iteration 6Q: 3 clusters Score -276546.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -276648.281250 Penalty: 753.151917
	Iteration 7Q: 3 clusters Score -276648.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -276747.437500 Penalty: 753.151917
	Iteration 8Q: 3 clusters Score -276747.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -276851.281250 Penalty: 753.151917
	Iteration 9Q: 3 clusters Score -276851.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -276948.812500 Penalty: 753.151917
	Iteration 10Q: 3 clusters Score -276948.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -277036.250000 Penalty: 753.151917
	Iteration 11Q: 3 clusters Score -277036.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -277099.656250 Penalty: 753.151917
	Iteration 12Q: 3 clusters Score -277099.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -277163.281250 Penalty: 753.151917
	Iteration 13Q: 3 clusters Score -277163.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -277219.593750 Penalty: 753.151917
	Iteration 14Q: 3 clusters Score -277219.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -277276.718750 Penalty: 753.151917
	Iteration 15Q: 3 clusters Score -277276.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -277345.781250 Penalty: 753.151917
	Iteration 16Q: 3 clusters Score -277345.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -277393.281250 Penalty: 753.151917
	Iteration 17Q: 3 clusters Score -277393.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -277436.312500 Penalty: 753.151917
	Iteration 18Q: 3 clusters Score -277436.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -277463.125000 Penalty: 753.151917
	Iteration 19Q: 3 clusters Score -277463.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -277476.062500 Penalty: 753.151917
	Iteration 20F: 3 clusters Score -277476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -277480.656250 Penalty: 753.151917
	Iteration 21Q: 3 clusters Score -277480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -277484.031250 Penalty: 753.151917
	Iteration 22Q: 3 clusters Score -277484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -277488.406250 Penalty: 753.151917
	Iteration 23Q: 3 clusters Score -277488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -277494.000000 Penalty: 753.151917
	Iteration 24Q: 3 clusters Score -277494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -277502.156250 Penalty: 753.151917
	Iteration 25Q: 3 clusters Score -277502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -277509.968750 Penalty: 753.151917
	Iteration 26Q: 3 clusters Score -277510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -277516.437500 Penalty: 753.151917
	Iteration 27Q: 3 clusters Score -277516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -277519.968750 Penalty: 753.151917
	Iteration 28Q: 3 clusters Score -277520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -277526.718750 Penalty: 753.151917
	Iteration 29Q: 3 clusters Score -277526.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -277533.312500 Penalty: 753.151917
	Iteration 30Q: 3 clusters Score -277533.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -277538.562500 Penalty: 753.151917
	Iteration 31Q: 3 clusters Score -277538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -277540.187500 Penalty: 753.151917
	Iteration 32Q: 3 clusters Score -277540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -277540.843750 Penalty: 753.151917
	Iteration 33Q: 3 clusters Score -277540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -277542.437500 Penalty: 753.151917
	Iteration 34Q: 3 clusters Score -277542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -277543.437500 Penalty: 753.151917
	Iteration 35Q: 3 clusters Score -277543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -277544.812500 Penalty: 753.151917
	Iteration 36Q: 3 clusters Score -277544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -277544.937500 Penalty: 753.151917
	Iteration 37Q: 3 clusters Score -277544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -277545.437500 Penalty: 753.151917
	Iteration 38Q: 3 clusters Score -277545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -277548.781250 Penalty: 753.151917
	Iteration 39Q: 3 clusters Score -277548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -277550.375000 Penalty: 753.151917
	Iteration 40F: 3 clusters Score -277550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -277551.281250 Penalty: 753.151917
	Iteration 41Q: 3 clusters Score -277551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -277551.843750 Penalty: 753.151917
	Iteration 42Q: 3 clusters Score -277551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -277552.500000 Penalty: 753.151917
	Iteration 43Q: 3 clusters Score -277552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -277553.093750 Penalty: 753.151917
	Iteration 44Q: 3 clusters Score -277553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -277553.187500 Penalty: 753.151917
	Iteration 45Q: 3 clusters Score -277553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -277553.437500 Penalty: 753.151917
	Iteration 46Q: 3 clusters Score -277553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -277553.812500 Penalty: 753.151917
	Iteration 47Q: 3 clusters Score -277553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -277553.812500 Penalty: 753.151917
	Iteration 48F: 3 clusters Score -277553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -142612.656250 Penalty: 345.014587
	Iteration 0F: 2 clusters Score -142612.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141224.562500 Penalty: 690.029175
	Iteration 0F: 3 clusters Score -141224.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -141689.828125 Penalty: 690.029175
	Iteration 1F: 3 clusters Score -141689.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -141807.656250 Penalty: 690.029175
	Iteration 2F: 3 clusters Score -141807.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -141925.484375 Penalty: 690.029175
	Iteration 3F: 3 clusters Score -141925.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -142002.640625 Penalty: 690.029175
	Iteration 4F: 3 clusters Score -142002.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -142059.406250 Penalty: 690.029175
	Iteration 5F: 3 clusters Score -142059.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -142110.078125 Penalty: 690.029175
	Iteration 6Q: 3 clusters Score -142110.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -142142.234375 Penalty: 690.029175
	Iteration 7Q: 3 clusters Score -142142.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -142174.687500 Penalty: 690.029175
	Iteration 8Q: 3 clusters Score -142174.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -142196.875000 Penalty: 690.029175
	Iteration 9Q: 3 clusters Score -142196.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -142224.031250 Penalty: 690.029175
	Iteration 10Q: 3 clusters Score -142224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -142246.296875 Penalty: 690.029175
	Iteration 11Q: 3 clusters Score -142246.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -142270.718750 Penalty: 690.029175
	Iteration 12Q: 3 clusters Score -142270.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -142312.812500 Penalty: 690.029175
	Iteration 13Q: 3 clusters Score -142312.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -142360.265625 Penalty: 690.029175
	Iteration 14Q: 3 clusters Score -142360.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -142389.640625 Penalty: 690.029175
	Iteration 15Q: 3 clusters Score -142389.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -142402.625000 Penalty: 690.029175
	Iteration 16Q: 3 clusters Score -142402.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -142417.546875 Penalty: 690.029175
	Iteration 17Q: 3 clusters Score -142417.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -142433.906250 Penalty: 690.029175
	Iteration 18Q: 3 clusters Score -142433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -142443.703125 Penalty: 690.029175
	Iteration 19Q: 3 clusters Score -142443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -142452.187500 Penalty: 690.029175
	Iteration 20F: 3 clusters Score -142452.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -142455.281250 Penalty: 690.029175
	Iteration 21Q: 3 clusters Score -142455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -142457.500000 Penalty: 690.029175
	Iteration 22Q: 3 clusters Score -142457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -142459.843750 Penalty: 690.029175
	Iteration 23Q: 3 clusters Score -142459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -142460.640625 Penalty: 690.029175
	Iteration 24Q: 3 clusters Score -142460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -142460.812500 Penalty: 690.029175
	Iteration 25Q: 3 clusters Score -142460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -142460.906250 Penalty: 690.029175
	Iteration 26Q: 3 clusters Score -142460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -142460.906250 Penalty: 690.029175
	Iteration 27F: 3 clusters Score -142460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -249383.687500 Penalty: 370.131622
	Iteration 0F: 2 clusters Score -249383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -247047.687500 Penalty: 740.263245
	Iteration 0F: 3 clusters Score -247047.7 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -247993.062500 Penalty: 740.263245
	Iteration 1F: 3 clusters Score -247993.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -248173.437500 Penalty: 740.263245
	Iteration 2F: 3 clusters Score -248173.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -248335.218750 Penalty: 740.263245
	Iteration 3F: 3 clusters Score -248335.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -248472.078125 Penalty: 740.263245
	Iteration 4F: 3 clusters Score -248472.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -248569.203125 Penalty: 740.263245
	Iteration 5Q: 3 clusters Score -248569.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -248645.375000 Penalty: 740.263245
	Iteration 6Q: 3 clusters Score -248645.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -248709.093750 Penalty: 740.263245
	Iteration 7Q: 3 clusters Score -248709.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -248738.765625 Penalty: 740.263245
	Iteration 8Q: 3 clusters Score -248738.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -248754.296875 Penalty: 740.263245
	Iteration 9Q: 3 clusters Score -248754.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -248766.609375 Penalty: 740.263245
	Iteration 10Q: 3 clusters Score -248766.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -248781.343750 Penalty: 740.263245
	Iteration 11Q: 3 clusters Score -248781.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -248795.515625 Penalty: 740.263245
	Iteration 12Q: 3 clusters Score -248795.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -248805.828125 Penalty: 740.263245
	Iteration 13Q: 3 clusters Score -248805.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -248815.250000 Penalty: 740.263245
	Iteration 14Q: 3 clusters Score -248815.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -248821.453125 Penalty: 740.263245
	Iteration 15Q: 3 clusters Score -248821.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -248825.578125 Penalty: 740.263245
	Iteration 16Q: 3 clusters Score -248825.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -248828.734375 Penalty: 740.263245
	Iteration 17Q: 3 clusters Score -248828.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -248830.562500 Penalty: 740.263245
	Iteration 18Q: 3 clusters Score -248830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -248832.375000 Penalty: 740.263245
	Iteration 19Q: 3 clusters Score -248832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -248833.640625 Penalty: 740.263245
	Iteration 20F: 3 clusters Score -248833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -248834.328125 Penalty: 740.263245
	Iteration 21Q: 3 clusters Score -248834.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -248835.156250 Penalty: 740.263245
	Iteration 22Q: 3 clusters Score -248835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -248836.156250 Penalty: 740.263245
	Iteration 23Q: 3 clusters Score -248836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -248837.234375 Penalty: 740.263245
	Iteration 24Q: 3 clusters Score -248837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -248837.500000 Penalty: 740.263245
	Iteration 25Q: 3 clusters Score -248837.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -248837.578125 Penalty: 740.263245
	Iteration 26Q: 3 clusters Score -248837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -248837.578125 Penalty: 740.263245
	Iteration 27F: 3 clusters Score -248837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10885.338867 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -10885.34 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 140 members 
Entering Unmasked Estep 
Score: -10554.799805 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -10554.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10699.417969 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -10699.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10756.163086 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -10756.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10799.313477 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -10799.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10827.924805 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -10827.92 nChanged 9
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: -10861.565430 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -10861.57 nChanged 3
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: -10864.298828 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -10864.3 nChanged 2
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: -10867.708008 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -10867.71 nChanged 3
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: -10874.872070 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -10874.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10885.687500 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -10885.69 nChanged 6
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: -10905.203125 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -10905.2 nChanged 6
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: -10916.183594 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -10916.18 nChanged 2
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: -10917.949219 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -10917.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10918.375000 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -10918.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10922.304688 Penalty: 515.644836
	Iteration 14F: 3 clusters Score -10922.3 nChanged 1
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: -10925.892578 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -10925.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10927.861328 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -10927.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10928.684570 Penalty: 515.644836
	Iteration 17Q: 3 clusters Score -10928.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10928.684570 Penalty: 515.644836
	Iteration 18F: 3 clusters Score -10928.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 141 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7088 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17829 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13202 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26841 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6347 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3187 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5278 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17839 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23996 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12588 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30260 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25302 members 
Mstep: Class 80 contains 148 members 
Entering Unmasked Estep 
Score: -42182592.000000 Penalty: 48154.914062
Splitting cluster 11 changes total score from -42182920.000000 to -42182592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12374.110352 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12374.11 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 116 members 
Entering Unmasked Estep 
Score: -12069.544922 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12069.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12148.669922 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12148.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12171.139648 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12171.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12178.412109 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12178.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12180.541016 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12180.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12180.541016 Penalty: 494.468689
	Iteration 5F: 3 clusters Score -12180.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Entering Unmasked Estep 
Score: -1759595.375000 Penalty: 454.038727
	Iteration 0F: 2 clusters Score -1759595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1745479.000000 Penalty: 908.077454
	Iteration 0F: 3 clusters Score -1745479 nChanged 10263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1751221.875000 Penalty: 908.077454
	Iteration 1F: 3 clusters Score -1751222 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1751503.375000 Penalty: 908.077454
	Iteration 2Q: 3 clusters Score -1751503 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1751953.750000 Penalty: 908.077454
	Iteration 3Q: 3 clusters Score -1751954 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1752593.250000 Penalty: 908.077454
	Iteration 4F: 3 clusters Score -1752593 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1753629.000000 Penalty: 908.077454
	Iteration 5F: 3 clusters Score -1753629 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1755108.750000 Penalty: 908.077454
	Iteration 6F: 3 clusters Score -1755109 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1756535.250000 Penalty: 908.077454
	Iteration 7F: 3 clusters Score -1756535 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1757599.500000 Penalty: 908.077454
	Iteration 8Q: 3 clusters Score -1757600 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1758085.125000 Penalty: 908.077454
	Iteration 9Q: 3 clusters Score -1758085 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1758327.500000 Penalty: 908.077454
	Iteration 10Q: 3 clusters Score -1758328 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1758492.000000 Penalty: 908.077454
	Iteration 11Q: 3 clusters Score -1758492 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1758591.250000 Penalty: 908.077454
	Iteration 12Q: 3 clusters Score -1758591 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1758677.125000 Penalty: 908.077454
	Iteration 13Q: 3 clusters Score -1758677 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1758760.000000 Penalty: 908.077454
	Iteration 14Q: 3 clusters Score -1758760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1758833.500000 Penalty: 908.077454
	Iteration 15Q: 3 clusters Score -1758834 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1758881.375000 Penalty: 908.077454
	Iteration 16Q: 3 clusters Score -1758881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1758917.625000 Penalty: 908.077454
	Iteration 17Q: 3 clusters Score -1758918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1758963.000000 Penalty: 908.077454
	Iteration 18Q: 3 clusters Score -1758963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1758992.250000 Penalty: 908.077454
	Iteration 19Q: 3 clusters Score -1758992 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1759009.000000 Penalty: 908.077454
	Iteration 20F: 3 clusters Score -1759009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1759034.875000 Penalty: 908.077454
	Iteration 21Q: 3 clusters Score -1759035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1759061.000000 Penalty: 908.077454
	Iteration 22Q: 3 clusters Score -1759061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1759083.125000 Penalty: 908.077454
	Iteration 23Q: 3 clusters Score -1759083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1759103.500000 Penalty: 908.077454
	Iteration 24Q: 3 clusters Score -1759104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1759117.375000 Penalty: 908.077454
	Iteration 25Q: 3 clusters Score -1759117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1759129.375000 Penalty: 908.077454
	Iteration 26Q: 3 clusters Score -1759129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1759142.625000 Penalty: 908.077454
	Iteration 27Q: 3 clusters Score -1759143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1759159.500000 Penalty: 908.077454
	Iteration 28Q: 3 clusters Score -1759160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1759180.250000 Penalty: 908.077454
	Iteration 29Q: 3 clusters Score -1759180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1759213.625000 Penalty: 908.077454
	Iteration 30Q: 3 clusters Score -1759214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1759235.625000 Penalty: 908.077454
	Iteration 31Q: 3 clusters Score -1759236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1759257.250000 Penalty: 908.077454
	Iteration 32Q: 3 clusters Score -1759257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1759270.125000 Penalty: 908.077454
	Iteration 33Q: 3 clusters Score -1759270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1759276.625000 Penalty: 908.077454
	Iteration 34Q: 3 clusters Score -1759277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1759274.875000 Penalty: 908.077454
	Iteration 35Q: 3 clusters Score -1759275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1759278.500000 Penalty: 908.077454
	Iteration 36Q: 3 clusters Score -1759278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1759282.875000 Penalty: 908.077454
	Iteration 37Q: 3 clusters Score -1759283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1759284.375000 Penalty: 908.077454
	Iteration 38Q: 3 clusters Score -1759284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1759284.500000 Penalty: 908.077454
	Iteration 39Q: 3 clusters Score -1759284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1759288.250000 Penalty: 908.077454
	Iteration 40F: 3 clusters Score -1759288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1759287.125000 Penalty: 908.077454
	Iteration 41Q: 3 clusters Score -1759287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1759287.375000 Penalty: 908.077454
	Iteration 42Q: 3 clusters Score -1759287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1759290.375000 Penalty: 908.077454
	Iteration 43Q: 3 clusters Score -1759290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1759286.250000 Penalty: 908.077454
	Iteration 44Q: 3 clusters Score -1759286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1759287.625000 Penalty: 908.077454
	Iteration 45Q: 3 clusters Score -1759288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1759287.250000 Penalty: 908.077454
	Iteration 46Q: 3 clusters Score -1759287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1759288.625000 Penalty: 908.077454
	Iteration 47Q: 3 clusters Score -1759289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1759290.125000 Penalty: 908.077454
	Iteration 48Q: 3 clusters Score -1759290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1759290.000000 Penalty: 908.077454
	Iteration 49Q: 3 clusters Score -1759290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1759287.875000 Penalty: 908.077454
	Iteration 50Q: 3 clusters Score -1759288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1759287.875000 Penalty: 908.077454
	Iteration 51F: 3 clusters Score -1759288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -19213.873047 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -19213.87 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 137 members 
Entering Unmasked Estep 
Score: -18888.101562 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -18888.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19016.482422 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -19016.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19050.443359 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -19050.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19067.958984 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -19067.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -19072.105469 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -19072.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19072.482422 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -19072.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -19072.482422 Penalty: 514.056702
	Iteration 6F: 3 clusters Score -19072.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -134700.375000 Penalty: 335.631134
	Iteration 0F: 2 clusters Score -134700.4 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 836 members 
Entering Unmasked Estep 
Score: -133501.265625 Penalty: 671.262268
	Iteration 0F: 3 clusters Score -133501.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -133894.546875 Penalty: 671.262268
	Iteration 1F: 3 clusters Score -133894.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133966.671875 Penalty: 671.262268
	Iteration 2F: 3 clusters Score -133966.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -134014.984375 Penalty: 671.262268
	Iteration 3F: 3 clusters Score -134015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -134079.703125 Penalty: 671.262268
	Iteration 4Q: 3 clusters Score -134079.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -134123.312500 Penalty: 671.262268
	Iteration 5Q: 3 clusters Score -134123.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -134169.296875 Penalty: 671.262268
	Iteration 6Q: 3 clusters Score -134169.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -134226.593750 Penalty: 671.262268
	Iteration 7Q: 3 clusters Score -134226.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -134268.453125 Penalty: 671.262268
	Iteration 8Q: 3 clusters Score -134268.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -134316.640625 Penalty: 671.262268
	Iteration 9Q: 3 clusters Score -134316.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -134346.343750 Penalty: 671.262268
	Iteration 10Q: 3 clusters Score -134346.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -134364.156250 Penalty: 671.262268
	Iteration 11Q: 3 clusters Score -134364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -134374.468750 Penalty: 671.262268
	Iteration 12Q: 3 clusters Score -134374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -134382.687500 Penalty: 671.262268
	Iteration 13Q: 3 clusters Score -134382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -134388.265625 Penalty: 671.262268
	Iteration 14Q: 3 clusters Score -134388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -134388.968750 Penalty: 671.262268
	Iteration 15Q: 3 clusters Score -134389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -134388.968750 Penalty: 671.262268
	Iteration 16F: 3 clusters Score -134389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -55031.984375 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -55031.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54382.960938 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -54382.96 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54564.871094 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -54564.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54614.808594 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -54614.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54651.957031 Penalty: 597.695129
	Iteration 3F: 3 clusters Score -54651.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54679.308594 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -54679.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -54691.753906 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -54691.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -54705.457031 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -54705.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -54715.312500 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -54715.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -54720.988281 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -54720.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -54729.664062 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -54729.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -54737.218750 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -54737.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -54746.519531 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -54746.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -54753.378906 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -54753.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -54760.207031 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -54760.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -54765.566406 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -54765.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -54767.828125 Penalty: 597.695129
	Iteration 15Q: 3 clusters Score -54767.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -54769.605469 Penalty: 597.695129
	Iteration 16Q: 3 clusters Score -54769.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -54773.132812 Penalty: 597.695129
	Iteration 17Q: 3 clusters Score -54773.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -54779.027344 Penalty: 597.695129
	Iteration 18Q: 3 clusters Score -54779.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -54780.277344 Penalty: 597.695129
	Iteration 19Q: 3 clusters Score -54780.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -54780.277344 Penalty: 597.695129
	Iteration 20F: 3 clusters Score -54780.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 439.104919
	Iteration 0F: 2 clusters Score -1253010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1242681.625000 Penalty: 878.209839
	Iteration 0F: 3 clusters Score -1242682 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1246857.875000 Penalty: 878.209839
	Iteration 1F: 3 clusters Score -1246858 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1246970.500000 Penalty: 878.209839
	Iteration 2Q: 3 clusters Score -1246970 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1247082.250000 Penalty: 878.209839
	Iteration 3Q: 3 clusters Score -1247082 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1247200.375000 Penalty: 878.209839
	Iteration 4Q: 3 clusters Score -1247200 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1247332.500000 Penalty: 878.209839
	Iteration 5Q: 3 clusters Score -1247332 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1247521.125000 Penalty: 878.209839
	Iteration 6Q: 3 clusters Score -1247521 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1247812.750000 Penalty: 878.209839
	Iteration 7Q: 3 clusters Score -1247813 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1248199.750000 Penalty: 878.209839
	Iteration 8Q: 3 clusters Score -1248200 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1248719.000000 Penalty: 878.209839
	Iteration 9Q: 3 clusters Score -1248719 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1249416.125000 Penalty: 878.209839
	Iteration 10F: 3 clusters Score -1249416 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1250229.250000 Penalty: 878.209839
	Iteration 11F: 3 clusters Score -1250229 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1250943.250000 Penalty: 878.209839
	Iteration 12F: 3 clusters Score -1250943 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1251490.125000 Penalty: 878.209839
	Iteration 13Q: 3 clusters Score -1251490 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1251849.250000 Penalty: 878.209839
	Iteration 14Q: 3 clusters Score -1251849 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1252098.250000 Penalty: 878.209839
	Iteration 15Q: 3 clusters Score -1252098 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1252289.750000 Penalty: 878.209839
	Iteration 16Q: 3 clusters Score -1252290 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1252434.625000 Penalty: 878.209839
	Iteration 17Q: 3 clusters Score -1252435 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1252532.125000 Penalty: 878.209839
	Iteration 18Q: 3 clusters Score -1252532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1252618.375000 Penalty: 878.209839
	Iteration 19Q: 3 clusters Score -1252618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1252695.875000 Penalty: 878.209839
	Iteration 20F: 3 clusters Score -1252696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1252749.875000 Penalty: 878.209839
	Iteration 21Q: 3 clusters Score -1252750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1252777.875000 Penalty: 878.209839
	Iteration 22Q: 3 clusters Score -1252778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1252793.500000 Penalty: 878.209839
	Iteration 23Q: 3 clusters Score -1252794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1252807.250000 Penalty: 878.209839
	Iteration 24Q: 3 clusters Score -1252807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1252812.750000 Penalty: 878.209839
	Iteration 25Q: 3 clusters Score -1252813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1252814.125000 Penalty: 878.209839
	Iteration 26Q: 3 clusters Score -1252814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1252812.875000 Penalty: 878.209839
	Iteration 27Q: 3 clusters Score -1252813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1252815.750000 Penalty: 878.209839
	Iteration 28Q: 3 clusters Score -1252816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1252823.500000 Penalty: 878.209839
	Iteration 29Q: 3 clusters Score -1252824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1252822.625000 Penalty: 878.209839
	Iteration 30Q: 3 clusters Score -1252823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1252825.500000 Penalty: 878.209839
	Iteration 31Q: 3 clusters Score -1252826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1252825.875000 Penalty: 878.209839
	Iteration 32Q: 3 clusters Score -1252826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1252826.500000 Penalty: 878.209839
	Iteration 33Q: 3 clusters Score -1252826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1252826.375000 Penalty: 878.209839
	Iteration 34Q: 3 clusters Score -1252826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1252826.375000 Penalty: 878.209839
	Iteration 35F: 3 clusters Score -1252826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Entering Unmasked Estep 
Score: -3422494.250000 Penalty: 487.552521
	Iteration 0F: 2 clusters Score -3422494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3393064.500000 Penalty: 975.105042
	Iteration 0F: 3 clusters Score -3393064 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3406543.750000 Penalty: 975.105042
	Iteration 1F: 3 clusters Score -3406544 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3407640.250000 Penalty: 975.105042
	Iteration 2Q: 3 clusters Score -3407640 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3408931.000000 Penalty: 975.105042
	Iteration 3F: 3 clusters Score -3408931 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3410264.750000 Penalty: 975.105042
	Iteration 4F: 3 clusters Score -3410265 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3411593.000000 Penalty: 975.105042
	Iteration 5F: 3 clusters Score -3411593 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3412871.750000 Penalty: 975.105042
	Iteration 6F: 3 clusters Score -3412872 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3414132.750000 Penalty: 975.105042
	Iteration 7F: 3 clusters Score -3414133 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3415305.250000 Penalty: 975.105042
	Iteration 8Q: 3 clusters Score -3415305 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3416366.250000 Penalty: 975.105042
	Iteration 9Q: 3 clusters Score -3416366 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -3417283.000000 Penalty: 975.105042
	Iteration 10Q: 3 clusters Score -3417283 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3418151.000000 Penalty: 975.105042
	Iteration 11Q: 3 clusters Score -3418151 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -3418836.500000 Penalty: 975.105042
	Iteration 12Q: 3 clusters Score -3418836 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -3419432.000000 Penalty: 975.105042
	Iteration 13Q: 3 clusters Score -3419432 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -3420220.000000 Penalty: 975.105042
	Iteration 14Q: 3 clusters Score -3420220 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -3420773.000000 Penalty: 975.105042
	Iteration 15Q: 3 clusters Score -3420773 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -3421258.750000 Penalty: 975.105042
	Iteration 16Q: 3 clusters Score -3421259 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -3421625.500000 Penalty: 975.105042
	Iteration 17Q: 3 clusters Score -3421626 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -3421855.000000 Penalty: 975.105042
	Iteration 18Q: 3 clusters Score -3421855 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -3421984.250000 Penalty: 975.105042
	Iteration 19Q: 3 clusters Score -3421984 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -3422036.000000 Penalty: 975.105042
	Iteration 20F: 3 clusters Score -3422036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -3422095.750000 Penalty: 975.105042
	Iteration 21Q: 3 clusters Score -3422096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -3422121.000000 Penalty: 975.105042
	Iteration 22Q: 3 clusters Score -3422121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -3422136.750000 Penalty: 975.105042
	Iteration 23Q: 3 clusters Score -3422137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -3422153.250000 Penalty: 975.105042
	Iteration 24Q: 3 clusters Score -3422153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -3422157.000000 Penalty: 975.105042
	Iteration 25Q: 3 clusters Score -3422157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -3422160.500000 Penalty: 975.105042
	Iteration 26Q: 3 clusters Score -3422160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -3422160.250000 Penalty: 975.105042
	Iteration 27Q: 3 clusters Score -3422160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -3422161.250000 Penalty: 975.105042
	Iteration 28Q: 3 clusters Score -3422161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -3422161.500000 Penalty: 975.105042
	Iteration 29Q: 3 clusters Score -3422162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -3422167.500000 Penalty: 975.105042
	Iteration 30Q: 3 clusters Score -3422168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -3422163.250000 Penalty: 975.105042
	Iteration 31Q: 3 clusters Score -3422163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -3422160.750000 Penalty: 975.105042
	Iteration 32Q: 3 clusters Score -3422161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -3422163.000000 Penalty: 975.105042
	Iteration 33Q: 3 clusters Score -3422163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -3422168.000000 Penalty: 975.105042
	Iteration 34Q: 3 clusters Score -3422168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -3422168.250000 Penalty: 975.105042
	Iteration 35Q: 3 clusters Score -3422168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -3422170.250000 Penalty: 975.105042
	Iteration 36Q: 3 clusters Score -3422170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -3422172.000000 Penalty: 975.105042
	Iteration 37Q: 3 clusters Score -3422172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -3422168.250000 Penalty: 975.105042
	Iteration 38Q: 3 clusters Score -3422168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -3422168.250000 Penalty: 975.105042
	Iteration 39F: 3 clusters Score -3422168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -27062.064453 Penalty: 278.772552
	Iteration 0F: 2 clusters Score -27062.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26631.595703 Penalty: 557.545105
	Iteration 0F: 3 clusters Score -26631.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26842.464844 Penalty: 557.545105
	Iteration 1F: 3 clusters Score -26842.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26908.994141 Penalty: 557.545105
	Iteration 2F: 3 clusters Score -26908.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26935.158203 Penalty: 557.545105
	Iteration 3F: 3 clusters Score -26935.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26946.316406 Penalty: 557.545105
	Iteration 4Q: 3 clusters Score -26946.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26951.794922 Penalty: 557.545105
	Iteration 5Q: 3 clusters Score -26951.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26954.896484 Penalty: 557.545105
	Iteration 6Q: 3 clusters Score -26954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26957.306641 Penalty: 557.545105
	Iteration 7Q: 3 clusters Score -26957.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26958.292969 Penalty: 557.545105
	Iteration 8Q: 3 clusters Score -26958.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26959.117188 Penalty: 557.545105
	Iteration 9Q: 3 clusters Score -26959.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26959.117188 Penalty: 557.545105
	Iteration 10F: 3 clusters Score -26959.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -495381.906250 Penalty: 398.486328
	Iteration 0F: 2 clusters Score -495381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -491178.156250 Penalty: 796.972656
	Iteration 0F: 3 clusters Score -491178.2 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -492773.968750 Penalty: 796.972656
	Iteration 1F: 3 clusters Score -492774 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -492934.250000 Penalty: 796.972656
	Iteration 2F: 3 clusters Score -492934.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -493124.250000 Penalty: 796.972656
	Iteration 3F: 3 clusters Score -493124.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -493349.156250 Penalty: 796.972656
	Iteration 4F: 3 clusters Score -493349.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -493607.093750 Penalty: 796.972656
	Iteration 5F: 3 clusters Score -493607.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -493911.687500 Penalty: 796.972656
	Iteration 6F: 3 clusters Score -493911.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -494141.312500 Penalty: 796.972656
	Iteration 7Q: 3 clusters Score -494141.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -494322.375000 Penalty: 796.972656
	Iteration 8Q: 3 clusters Score -494322.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -494446.812500 Penalty: 796.972656
	Iteration 9Q: 3 clusters Score -494446.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -494540.531250 Penalty: 796.972656
	Iteration 10Q: 3 clusters Score -494540.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -494612.500000 Penalty: 796.972656
	Iteration 11Q: 3 clusters Score -494612.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -494685.937500 Penalty: 796.972656
	Iteration 12Q: 3 clusters Score -494685.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -494750.093750 Penalty: 796.972656
	Iteration 13Q: 3 clusters Score -494750.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -494792.593750 Penalty: 796.972656
	Iteration 14Q: 3 clusters Score -494792.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -494831.781250 Penalty: 796.972656
	Iteration 15Q: 3 clusters Score -494831.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -494867.000000 Penalty: 796.972656
	Iteration 16Q: 3 clusters Score -494867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -494900.125000 Penalty: 796.972656
	Iteration 17Q: 3 clusters Score -494900.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -494928.500000 Penalty: 796.972656
	Iteration 18Q: 3 clusters Score -494928.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -494955.093750 Penalty: 796.972656
	Iteration 19Q: 3 clusters Score -494955.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -494968.406250 Penalty: 796.972656
	Iteration 20F: 3 clusters Score -494968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -494977.093750 Penalty: 796.972656
	Iteration 21Q: 3 clusters Score -494977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -494993.656250 Penalty: 796.972656
	Iteration 22Q: 3 clusters Score -494993.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -495004.968750 Penalty: 796.972656
	Iteration 23Q: 3 clusters Score -495005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -495007.687500 Penalty: 796.972656
	Iteration 24Q: 3 clusters Score -495007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -495010.281250 Penalty: 796.972656
	Iteration 25Q: 3 clusters Score -495010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -495010.281250 Penalty: 796.972656
	Iteration 26F: 3 clusters Score -495010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Entering Unmasked Estep 
Score: -1690757.500000 Penalty: 453.212677
	Iteration 0F: 2 clusters Score -1690758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1676684.125000 Penalty: 906.425354
	Iteration 0F: 3 clusters Score -1676684 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1682543.000000 Penalty: 906.425354
	Iteration 1F: 3 clusters Score -1682543 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1682883.000000 Penalty: 906.425354
	Iteration 2Q: 3 clusters Score -1682883 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1683435.875000 Penalty: 906.425354
	Iteration 3F: 3 clusters Score -1683436 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1684367.875000 Penalty: 906.425354
	Iteration 4F: 3 clusters Score -1684368 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1685828.625000 Penalty: 906.425354
	Iteration 5F: 3 clusters Score -1685829 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1687699.625000 Penalty: 906.425354
	Iteration 6F: 3 clusters Score -1687700 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1689216.625000 Penalty: 906.425354
	Iteration 7F: 3 clusters Score -1689217 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1689948.625000 Penalty: 906.425354
	Iteration 8Q: 3 clusters Score -1689949 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1690194.625000 Penalty: 906.425354
	Iteration 9Q: 3 clusters Score -1690195 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1690289.375000 Penalty: 906.425354
	Iteration 10Q: 3 clusters Score -1690289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1690316.125000 Penalty: 906.425354
	Iteration 11Q: 3 clusters Score -1690316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1690337.250000 Penalty: 906.425354
	Iteration 12Q: 3 clusters Score -1690337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1690343.125000 Penalty: 906.425354
	Iteration 13Q: 3 clusters Score -1690343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1690347.125000 Penalty: 906.425354
	Iteration 14Q: 3 clusters Score -1690347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1690348.875000 Penalty: 906.425354
	Iteration 15Q: 3 clusters Score -1690349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1690349.375000 Penalty: 906.425354
	Iteration 16Q: 3 clusters Score -1690349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1690351.625000 Penalty: 906.425354
	Iteration 17Q: 3 clusters Score -1690352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1690353.875000 Penalty: 906.425354
	Iteration 18Q: 3 clusters Score -1690354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1690356.750000 Penalty: 906.425354
	Iteration 19Q: 3 clusters Score -1690357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1690360.375000 Penalty: 906.425354
	Iteration 20F: 3 clusters Score -1690360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1690364.500000 Penalty: 906.425354
	Iteration 21Q: 3 clusters Score -1690364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1690366.500000 Penalty: 906.425354
	Iteration 22Q: 3 clusters Score -1690366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1690367.750000 Penalty: 906.425354
	Iteration 23Q: 3 clusters Score -1690368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1690367.750000 Penalty: 906.425354
	Iteration 24F: 3 clusters Score -1690368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -8629.215820 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -8629.216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8387.891602 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -8387.892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8448.177734 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -8448.178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8472.418945 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -8472.419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8520.005859 Penalty: 440.821045
	Iteration 3F: 3 clusters Score -8520.006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8525.865234 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -8525.865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8532.544922 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -8532.545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8535.726562 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -8535.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8537.552734 Penalty: 440.821045
	Iteration 7Q: 3 clusters Score -8537.553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8539.768555 Penalty: 440.821045
	Iteration 8Q: 3 clusters Score -8539.769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8539.768555 Penalty: 440.821045
	Iteration 9F: 3 clusters Score -8539.769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -148523.671875 Penalty: 347.185974
	Iteration 0F: 2 clusters Score -148523.7 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 1050 members 
Entering Unmasked Estep 
Score: -147032.578125 Penalty: 694.371948
	Iteration 0F: 3 clusters Score -147032.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -147555.906250 Penalty: 694.371948
	Iteration 1F: 3 clusters Score -147555.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147647.921875 Penalty: 694.371948
	Iteration 2F: 3 clusters Score -147647.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -147733.734375 Penalty: 694.371948
	Iteration 3F: 3 clusters Score -147733.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -147814.718750 Penalty: 694.371948
	Iteration 4F: 3 clusters Score -147814.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -147895.265625 Penalty: 694.371948
	Iteration 5F: 3 clusters Score -147895.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -147965.187500 Penalty: 694.371948
	Iteration 6F: 3 clusters Score -147965.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -148010.125000 Penalty: 694.371948
	Iteration 7Q: 3 clusters Score -148010.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -148061.562500 Penalty: 694.371948
	Iteration 8Q: 3 clusters Score -148061.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -148089.250000 Penalty: 694.371948
	Iteration 9Q: 3 clusters Score -148089.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -148118.000000 Penalty: 694.371948
	Iteration 10Q: 3 clusters Score -148118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -148143.281250 Penalty: 694.371948
	Iteration 11Q: 3 clusters Score -148143.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -148164.796875 Penalty: 694.371948
	Iteration 12Q: 3 clusters Score -148164.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -148178.750000 Penalty: 694.371948
	Iteration 13Q: 3 clusters Score -148178.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -148187.656250 Penalty: 694.371948
	Iteration 14Q: 3 clusters Score -148187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -148191.484375 Penalty: 694.371948
	Iteration 15Q: 3 clusters Score -148191.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -148196.328125 Penalty: 694.371948
	Iteration 16Q: 3 clusters Score -148196.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -148199.812500 Penalty: 694.371948
	Iteration 17Q: 3 clusters Score -148199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -148203.562500 Penalty: 694.371948
	Iteration 18Q: 3 clusters Score -148203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -148206.437500 Penalty: 694.371948
	Iteration 19Q: 3 clusters Score -148206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -148210.125000 Penalty: 694.371948
	Iteration 20F: 3 clusters Score -148210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -148223.046875 Penalty: 694.371948
	Iteration 21Q: 3 clusters Score -148223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -148244.000000 Penalty: 694.371948
	Iteration 22Q: 3 clusters Score -148244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -148269.187500 Penalty: 694.371948
	Iteration 23Q: 3 clusters Score -148269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -148285.484375 Penalty: 694.371948
	Iteration 24Q: 3 clusters Score -148285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -148298.109375 Penalty: 694.371948
	Iteration 25Q: 3 clusters Score -148298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -148310.656250 Penalty: 694.371948
	Iteration 26Q: 3 clusters Score -148310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -148318.000000 Penalty: 694.371948
	Iteration 27Q: 3 clusters Score -148318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -148331.859375 Penalty: 694.371948
	Iteration 28Q: 3 clusters Score -148331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148347.796875 Penalty: 694.371948
	Iteration 29Q: 3 clusters Score -148347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -148358.812500 Penalty: 694.371948
	Iteration 30Q: 3 clusters Score -148358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -148366.093750 Penalty: 694.371948
	Iteration 31Q: 3 clusters Score -148366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148367.906250 Penalty: 694.371948
	Iteration 32Q: 3 clusters Score -148367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148369.765625 Penalty: 694.371948
	Iteration 33Q: 3 clusters Score -148369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -148373.859375 Penalty: 694.371948
	Iteration 34Q: 3 clusters Score -148373.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -148378.656250 Penalty: 694.371948
	Iteration 35Q: 3 clusters Score -148378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -148386.281250 Penalty: 694.371948
	Iteration 36Q: 3 clusters Score -148386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -148392.265625 Penalty: 694.371948
	Iteration 37Q: 3 clusters Score -148392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -148394.406250 Penalty: 694.371948
	Iteration 38Q: 3 clusters Score -148394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -148395.187500 Penalty: 694.371948
	Iteration 39Q: 3 clusters Score -148395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -148396.171875 Penalty: 694.371948
	Iteration 40F: 3 clusters Score -148396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -148397.375000 Penalty: 694.371948
	Iteration 41Q: 3 clusters Score -148397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -148397.375000 Penalty: 694.371948
	Iteration 42F: 3 clusters Score -148397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Entering Unmasked Estep 
Score: -1639530.250000 Penalty: 452.189301
	Iteration 0F: 2 clusters Score -1639530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1625738.625000 Penalty: 904.378601
	Iteration 0F: 3 clusters Score -1625739 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1631411.500000 Penalty: 904.378601
	Iteration 1F: 3 clusters Score -1631412 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1631849.250000 Penalty: 904.378601
	Iteration 2Q: 3 clusters Score -1631849 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1632553.750000 Penalty: 904.378601
	Iteration 3F: 3 clusters Score -1632554 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1633726.750000 Penalty: 904.378601
	Iteration 4F: 3 clusters Score -1633727 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1635459.375000 Penalty: 904.378601
	Iteration 5F: 3 clusters Score -1635459 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1637273.875000 Penalty: 904.378601
	Iteration 6F: 3 clusters Score -1637274 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1638450.625000 Penalty: 904.378601
	Iteration 7F: 3 clusters Score -1638451 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1638937.375000 Penalty: 904.378601
	Iteration 8Q: 3 clusters Score -1638937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1639078.375000 Penalty: 904.378601
	Iteration 9Q: 3 clusters Score -1639078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1639119.500000 Penalty: 904.378601
	Iteration 10Q: 3 clusters Score -1639120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1639125.750000 Penalty: 904.378601
	Iteration 11Q: 3 clusters Score -1639126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1639126.750000 Penalty: 904.378601
	Iteration 12Q: 3 clusters Score -1639127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1639129.500000 Penalty: 904.378601
	Iteration 13Q: 3 clusters Score -1639130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1639129.500000 Penalty: 904.378601
	Iteration 14Q: 3 clusters Score -1639130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1639131.125000 Penalty: 904.378601
	Iteration 15Q: 3 clusters Score -1639131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1639131.125000 Penalty: 904.378601
	Iteration 16F: 3 clusters Score -1639131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -12834.898438 Penalty: 241.526169
	Iteration 0F: 2 clusters Score -12834.9 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 95 members 
Entering Unmasked Estep 
Score: -12564.510742 Penalty: 483.052338
	Iteration 0F: 3 clusters Score -12564.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12647.697266 Penalty: 483.052338
	Iteration 1F: 3 clusters Score -12647.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12670.393555 Penalty: 483.052338
	Iteration 2F: 3 clusters Score -12670.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12673.044922 Penalty: 483.052338
	Iteration 3Q: 3 clusters Score -12673.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12673.898438 Penalty: 483.052338
	Iteration 4Q: 3 clusters Score -12673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12675.524414 Penalty: 483.052338
	Iteration 5Q: 3 clusters Score -12675.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12678.292969 Penalty: 483.052338
	Iteration 6Q: 3 clusters Score -12678.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12678.292969 Penalty: 483.052338
	Iteration 7F: 3 clusters Score -12678.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -8717.526367 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -8717.526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8503.498047 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -8503.498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8565.609375 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -8565.609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8568.641602 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -8568.642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8568.641602 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -8568.642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -13218.006836 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -13218.01 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 236 members 
Entering Unmasked Estep 
Score: -12736.953125 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -12736.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12926.637695 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -12926.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12989.241211 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -12989.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13023.744141 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -13023.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13054.544922 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -13054.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13089.933594 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -13089.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13129.189453 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -13129.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13155.187500 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -13155.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13168.749023 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -13168.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13184.090820 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -13184.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13190.470703 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -13190.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13200.760742 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -13200.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13205.915039 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -13205.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13210.471680 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -13210.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13213.831055 Penalty: 562.569763
	Iteration 14Q: 3 clusters Score -13213.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13214.125977 Penalty: 562.569763
	Iteration 15Q: 3 clusters Score -13214.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13214.125977 Penalty: 562.569763
	Iteration 16F: 3 clusters Score -13214.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -22117.681641 Penalty: 264.542938
	Iteration 0F: 2 clusters Score -22117.68 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 169 members 
Entering Unmasked Estep 
Score: -21736.763672 Penalty: 529.085876
	Iteration 0F: 3 clusters Score -21736.76 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21833.726562 Penalty: 529.085876
	Iteration 1F: 3 clusters Score -21833.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21846.367188 Penalty: 529.085876
	Iteration 2F: 3 clusters Score -21846.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21858.638672 Penalty: 529.085876
	Iteration 3Q: 3 clusters Score -21858.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21863.333984 Penalty: 529.085876
	Iteration 4Q: 3 clusters Score -21863.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21864.554688 Penalty: 529.085876
	Iteration 5Q: 3 clusters Score -21864.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21870.841797 Penalty: 529.085876
	Iteration 6Q: 3 clusters Score -21870.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21876.314453 Penalty: 529.085876
	Iteration 7Q: 3 clusters Score -21876.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21877.527344 Penalty: 529.085876
	Iteration 8Q: 3 clusters Score -21877.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21877.527344 Penalty: 529.085876
	Iteration 9F: 3 clusters Score -21877.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -584075.437500 Penalty: 403.410217
	Iteration 0F: 2 clusters Score -584075.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -579341.125000 Penalty: 806.820435
	Iteration 0F: 3 clusters Score -579341.1 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -581096.312500 Penalty: 806.820435
	Iteration 1F: 3 clusters Score -581096.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -581281.750000 Penalty: 806.820435
	Iteration 2F: 3 clusters Score -581281.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -581540.625000 Penalty: 806.820435
	Iteration 3F: 3 clusters Score -581540.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -581907.125000 Penalty: 806.820435
	Iteration 4F: 3 clusters Score -581907.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -582326.375000 Penalty: 806.820435
	Iteration 5F: 3 clusters Score -582326.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -582693.062500 Penalty: 806.820435
	Iteration 6F: 3 clusters Score -582693.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -582897.312500 Penalty: 806.820435
	Iteration 7F: 3 clusters Score -582897.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -583017.687500 Penalty: 806.820435
	Iteration 8Q: 3 clusters Score -583017.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -583110.500000 Penalty: 806.820435
	Iteration 9Q: 3 clusters Score -583110.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -583177.937500 Penalty: 806.820435
	Iteration 10Q: 3 clusters Score -583177.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -583226.812500 Penalty: 806.820435
	Iteration 11Q: 3 clusters Score -583226.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -583281.562500 Penalty: 806.820435
	Iteration 12Q: 3 clusters Score -583281.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -583328.375000 Penalty: 806.820435
	Iteration 13Q: 3 clusters Score -583328.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -583363.187500 Penalty: 806.820435
	Iteration 14Q: 3 clusters Score -583363.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -583394.875000 Penalty: 806.820435
	Iteration 15Q: 3 clusters Score -583394.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -583412.687500 Penalty: 806.820435
	Iteration 16Q: 3 clusters Score -583412.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -583430.750000 Penalty: 806.820435
	Iteration 17Q: 3 clusters Score -583430.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -583476.312500 Penalty: 806.820435
	Iteration 18Q: 3 clusters Score -583476.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -583508.937500 Penalty: 806.820435
	Iteration 19Q: 3 clusters Score -583508.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -583530.625000 Penalty: 806.820435
	Iteration 20F: 3 clusters Score -583530.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -583538.687500 Penalty: 806.820435
	Iteration 21Q: 3 clusters Score -583538.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -583556.500000 Penalty: 806.820435
	Iteration 22Q: 3 clusters Score -583556.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -583565.437500 Penalty: 806.820435
	Iteration 23Q: 3 clusters Score -583565.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -583570.250000 Penalty: 806.820435
	Iteration 24Q: 3 clusters Score -583570.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -583574.000000 Penalty: 806.820435
	Iteration 25Q: 3 clusters Score -583574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -583577.812500 Penalty: 806.820435
	Iteration 26Q: 3 clusters Score -583577.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -583582.187500 Penalty: 806.820435
	Iteration 27Q: 3 clusters Score -583582.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -583583.312500 Penalty: 806.820435
	Iteration 28Q: 3 clusters Score -583583.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -583587.750000 Penalty: 806.820435
	Iteration 29Q: 3 clusters Score -583587.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -583590.687500 Penalty: 806.820435
	Iteration 30Q: 3 clusters Score -583590.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -583590.437500 Penalty: 806.820435
	Iteration 31Q: 3 clusters Score -583590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -583593.937500 Penalty: 806.820435
	Iteration 32Q: 3 clusters Score -583593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -583593.625000 Penalty: 806.820435
	Iteration 33Q: 3 clusters Score -583593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -583593.750000 Penalty: 806.820435
	Iteration 34Q: 3 clusters Score -583593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -583592.250000 Penalty: 806.820435
	Iteration 35Q: 3 clusters Score -583592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -583590.187500 Penalty: 806.820435
	Iteration 36Q: 3 clusters Score -583590.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -583590.875000 Penalty: 806.820435
	Iteration 37Q: 3 clusters Score -583590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -583592.250000 Penalty: 806.820435
	Iteration 38Q: 3 clusters Score -583592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -583592.312500 Penalty: 806.820435
	Iteration 39Q: 3 clusters Score -583592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -583591.187500 Penalty: 806.820435
	Iteration 40F: 3 clusters Score -583591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -583591.625000 Penalty: 806.820435
	Iteration 41Q: 3 clusters Score -583591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -583589.625000 Penalty: 806.820435
	Iteration 42Q: 3 clusters Score -583589.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -583591.625000 Penalty: 806.820435
	Iteration 43Q: 3 clusters Score -583591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -583592.125000 Penalty: 806.820435
	Iteration 44Q: 3 clusters Score -583592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -583590.875000 Penalty: 806.820435
	Iteration 45Q: 3 clusters Score -583590.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -583591.750000 Penalty: 806.820435
	Iteration 46Q: 3 clusters Score -583591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -583592.812500 Penalty: 806.820435
	Iteration 47Q: 3 clusters Score -583592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -583592.875000 Penalty: 806.820435
	Iteration 48Q: 3 clusters Score -583592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -583591.312500 Penalty: 806.820435
	Iteration 49Q: 3 clusters Score -583591.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -583592.687500 Penalty: 806.820435
	Iteration 50Q: 3 clusters Score -583592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -583592.687500 Penalty: 806.820435
	Iteration 51F: 3 clusters Score -583592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -38062.789062 Penalty: 283.576385
	Iteration 0F: 2 clusters Score -38062.79 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 245 members 
Entering Unmasked Estep 
Score: -37546.382812 Penalty: 567.152771
	Iteration 0F: 3 clusters Score -37546.38 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37724.917969 Penalty: 567.152771
	Iteration 1F: 3 clusters Score -37724.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37789.515625 Penalty: 567.152771
	Iteration 2F: 3 clusters Score -37789.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37839.742188 Penalty: 567.152771
	Iteration 3F: 3 clusters Score -37839.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -37877.113281 Penalty: 567.152771
	Iteration 4F: 3 clusters Score -37877.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37901.402344 Penalty: 567.152771
	Iteration 5Q: 3 clusters Score -37901.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -37912.746094 Penalty: 567.152771
	Iteration 6Q: 3 clusters Score -37912.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -37925.652344 Penalty: 567.152771
	Iteration 7Q: 3 clusters Score -37925.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -37931.796875 Penalty: 567.152771
	Iteration 8Q: 3 clusters Score -37931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37936.882812 Penalty: 567.152771
	Iteration 9Q: 3 clusters Score -37936.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -37940.292969 Penalty: 567.152771
	Iteration 10Q: 3 clusters Score -37940.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -37943.210938 Penalty: 567.152771
	Iteration 11Q: 3 clusters Score -37943.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -37945.007812 Penalty: 567.152771
	Iteration 12Q: 3 clusters Score -37945.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37945.320312 Penalty: 567.152771
	Iteration 13Q: 3 clusters Score -37945.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37946.425781 Penalty: 567.152771
	Iteration 14Q: 3 clusters Score -37946.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37946.785156 Penalty: 567.152771
	Iteration 15Q: 3 clusters Score -37946.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37948.398438 Penalty: 567.152771
	Iteration 16Q: 3 clusters Score -37948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37948.398438 Penalty: 567.152771
	Iteration 17F: 3 clusters Score -37948.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Entering Unmasked Estep 
Score: -1421866.000000 Penalty: 444.170166
	Iteration 0F: 2 clusters Score -1421866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1410349.750000 Penalty: 888.340332
	Iteration 0F: 3 clusters Score -1410350 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1415177.000000 Penalty: 888.340332
	Iteration 1F: 3 clusters Score -1415177 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1415644.000000 Penalty: 888.340332
	Iteration 2F: 3 clusters Score -1415644 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1416487.250000 Penalty: 888.340332
	Iteration 3F: 3 clusters Score -1416487 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1417707.375000 Penalty: 888.340332
	Iteration 4F: 3 clusters Score -1417707 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1419047.000000 Penalty: 888.340332
	Iteration 5F: 3 clusters Score -1419047 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1420137.500000 Penalty: 888.340332
	Iteration 6F: 3 clusters Score -1420138 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1420862.000000 Penalty: 888.340332
	Iteration 7Q: 3 clusters Score -1420862 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1421221.250000 Penalty: 888.340332
	Iteration 8Q: 3 clusters Score -1421221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1421361.375000 Penalty: 888.340332
	Iteration 9Q: 3 clusters Score -1421361 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1421413.125000 Penalty: 888.340332
	Iteration 10Q: 3 clusters Score -1421413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1421433.625000 Penalty: 888.340332
	Iteration 11Q: 3 clusters Score -1421434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1421458.000000 Penalty: 888.340332
	Iteration 12Q: 3 clusters Score -1421458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1421465.500000 Penalty: 888.340332
	Iteration 13Q: 3 clusters Score -1421466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1421474.375000 Penalty: 888.340332
	Iteration 14Q: 3 clusters Score -1421474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1421479.375000 Penalty: 888.340332
	Iteration 15Q: 3 clusters Score -1421479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1421479.375000 Penalty: 888.340332
	Iteration 16F: 3 clusters Score -1421479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Entering Unmasked Estep 
Score: -1771689.250000 Penalty: 458.102936
	Iteration 0F: 2 clusters Score -1771689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1755914.000000 Penalty: 916.205872
	Iteration 0F: 3 clusters Score -1755914 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1763060.625000 Penalty: 916.205872
	Iteration 1F: 3 clusters Score -1763061 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1763794.875000 Penalty: 916.205872
	Iteration 2F: 3 clusters Score -1763795 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1764772.875000 Penalty: 916.205872
	Iteration 3F: 3 clusters Score -1764773 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1765922.250000 Penalty: 916.205872
	Iteration 4F: 3 clusters Score -1765922 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1767039.125000 Penalty: 916.205872
	Iteration 5F: 3 clusters Score -1767039 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1767902.625000 Penalty: 916.205872
	Iteration 6Q: 3 clusters Score -1767903 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1768484.375000 Penalty: 916.205872
	Iteration 7Q: 3 clusters Score -1768484 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1768785.250000 Penalty: 916.205872
	Iteration 8Q: 3 clusters Score -1768785 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1769008.375000 Penalty: 916.205872
	Iteration 9Q: 3 clusters Score -1769008 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1769213.125000 Penalty: 916.205872
	Iteration 10Q: 3 clusters Score -1769213 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1769428.250000 Penalty: 916.205872
	Iteration 11Q: 3 clusters Score -1769428 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1769659.500000 Penalty: 916.205872
	Iteration 12Q: 3 clusters Score -1769660 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1769893.500000 Penalty: 916.205872
	Iteration 13Q: 3 clusters Score -1769894 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1770139.875000 Penalty: 916.205872
	Iteration 14Q: 3 clusters Score -1770140 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1770388.375000 Penalty: 916.205872
	Iteration 15Q: 3 clusters Score -1770388 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1770630.750000 Penalty: 916.205872
	Iteration 16Q: 3 clusters Score -1770631 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1770829.125000 Penalty: 916.205872
	Iteration 17Q: 3 clusters Score -1770829 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1770985.750000 Penalty: 916.205872
	Iteration 18Q: 3 clusters Score -1770986 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1771104.875000 Penalty: 916.205872
	Iteration 19Q: 3 clusters Score -1771105 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1771177.375000 Penalty: 916.205872
	Iteration 20F: 3 clusters Score -1771177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1771256.500000 Penalty: 916.205872
	Iteration 21Q: 3 clusters Score -1771256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1771295.375000 Penalty: 916.205872
	Iteration 22Q: 3 clusters Score -1771295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1771328.625000 Penalty: 916.205872
	Iteration 23Q: 3 clusters Score -1771329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1771350.750000 Penalty: 916.205872
	Iteration 24Q: 3 clusters Score -1771351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1771365.875000 Penalty: 916.205872
	Iteration 25Q: 3 clusters Score -1771366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1771369.625000 Penalty: 916.205872
	Iteration 26Q: 3 clusters Score -1771370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1771375.125000 Penalty: 916.205872
	Iteration 27Q: 3 clusters Score -1771375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1771375.625000 Penalty: 916.205872
	Iteration 28Q: 3 clusters Score -1771376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1771375.500000 Penalty: 916.205872
	Iteration 29Q: 3 clusters Score -1771376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1771375.500000 Penalty: 916.205872
	Iteration 30F: 3 clusters Score -1771376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Entering Unmasked Estep 
Score: -1447373.000000 Penalty: 445.380463
	Iteration 0F: 2 clusters Score -1447373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1435575.125000 Penalty: 890.760925
	Iteration 0F: 3 clusters Score -1435575 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1440603.500000 Penalty: 890.760925
	Iteration 1F: 3 clusters Score -1440604 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1441206.875000 Penalty: 890.760925
	Iteration 2F: 3 clusters Score -1441207 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1442115.625000 Penalty: 890.760925
	Iteration 3F: 3 clusters Score -1442116 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1443781.250000 Penalty: 890.760925
	Iteration 4F: 3 clusters Score -1443781 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1445748.625000 Penalty: 890.760925
	Iteration 5F: 3 clusters Score -1445749 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1446575.500000 Penalty: 890.760925
	Iteration 6F: 3 clusters Score -1446576 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1446762.125000 Penalty: 890.760925
	Iteration 7Q: 3 clusters Score -1446762 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1446855.500000 Penalty: 890.760925
	Iteration 8Q: 3 clusters Score -1446856 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1446893.000000 Penalty: 890.760925
	Iteration 9Q: 3 clusters Score -1446893 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1446922.125000 Penalty: 890.760925
	Iteration 10Q: 3 clusters Score -1446922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1446930.125000 Penalty: 890.760925
	Iteration 11Q: 3 clusters Score -1446930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1446936.500000 Penalty: 890.760925
	Iteration 12Q: 3 clusters Score -1446936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1446943.125000 Penalty: 890.760925
	Iteration 13Q: 3 clusters Score -1446943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1446946.875000 Penalty: 890.760925
	Iteration 14Q: 3 clusters Score -1446947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1446945.375000 Penalty: 890.760925
	Iteration 15Q: 3 clusters Score -1446945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1446948.875000 Penalty: 890.760925
	Iteration 16Q: 3 clusters Score -1446949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1446949.125000 Penalty: 890.760925
	Iteration 17Q: 3 clusters Score -1446949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1446952.250000 Penalty: 890.760925
	Iteration 18Q: 3 clusters Score -1446952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1446955.125000 Penalty: 890.760925
	Iteration 19Q: 3 clusters Score -1446955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1446954.750000 Penalty: 890.760925
	Iteration 20F: 3 clusters Score -1446955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1446949.250000 Penalty: 890.760925
	Iteration 21Q: 3 clusters Score -1446949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1446951.250000 Penalty: 890.760925
	Iteration 22Q: 3 clusters Score -1446951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1446952.375000 Penalty: 890.760925
	Iteration 23Q: 3 clusters Score -1446952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1446952.000000 Penalty: 890.760925
	Iteration 24Q: 3 clusters Score -1446952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1446954.500000 Penalty: 890.760925
	Iteration 25Q: 3 clusters Score -1446954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1446955.625000 Penalty: 890.760925
	Iteration 26Q: 3 clusters Score -1446956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1446954.125000 Penalty: 890.760925
	Iteration 27Q: 3 clusters Score -1446954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1446955.000000 Penalty: 890.760925
	Iteration 28Q: 3 clusters Score -1446955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1446954.000000 Penalty: 890.760925
	Iteration 29Q: 3 clusters Score -1446954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1446953.875000 Penalty: 890.760925
	Iteration 30Q: 3 clusters Score -1446954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1446956.500000 Penalty: 890.760925
	Iteration 31Q: 3 clusters Score -1446956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1446956.625000 Penalty: 890.760925
	Iteration 32Q: 3 clusters Score -1446957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1446958.500000 Penalty: 890.760925
	Iteration 33Q: 3 clusters Score -1446958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1446958.500000 Penalty: 890.760925
	Iteration 34F: 3 clusters Score -1446958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -13834.167969 Penalty: 257.506439
	Iteration 0F: 2 clusters Score -13834.17 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 140 members 
Entering Unmasked Estep 
Score: -13486.798828 Penalty: 515.012878
	Iteration 0F: 3 clusters Score -13486.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13593.291016 Penalty: 515.012878
	Iteration 1F: 3 clusters Score -13593.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13641.418945 Penalty: 515.012878
	Iteration 2F: 3 clusters Score -13641.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13672.482422 Penalty: 515.012878
	Iteration 3F: 3 clusters Score -13672.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13683.014648 Penalty: 515.012878
	Iteration 4Q: 3 clusters Score -13683.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13688.190430 Penalty: 515.012878
	Iteration 5Q: 3 clusters Score -13688.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13692.470703 Penalty: 515.012878
	Iteration 6Q: 3 clusters Score -13692.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13698.982422 Penalty: 515.012878
	Iteration 7Q: 3 clusters Score -13698.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13707.786133 Penalty: 515.012878
	Iteration 8Q: 3 clusters Score -13707.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13718.282227 Penalty: 515.012878
	Iteration 9Q: 3 clusters Score -13718.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13724.856445 Penalty: 515.012878
	Iteration 10Q: 3 clusters Score -13724.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13730.632812 Penalty: 515.012878
	Iteration 11Q: 3 clusters Score -13730.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13733.982422 Penalty: 515.012878
	Iteration 12Q: 3 clusters Score -13733.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13736.053711 Penalty: 515.012878
	Iteration 13Q: 3 clusters Score -13736.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13736.053711 Penalty: 515.012878
	Iteration 14F: 3 clusters Score -13736.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -288992.906250 Penalty: 371.536957
	Iteration 0F: 2 clusters Score -288992.9 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 1783 members 
Entering Unmasked Estep 
Score: -286542.750000 Penalty: 743.073914
	Iteration 0F: 3 clusters Score -286542.8 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -287366.906250 Penalty: 743.073914
	Iteration 1F: 3 clusters Score -287366.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -287468.937500 Penalty: 743.073914
	Iteration 2F: 3 clusters Score -287468.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -287549.468750 Penalty: 743.073914
	Iteration 3F: 3 clusters Score -287549.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -287641.562500 Penalty: 743.073914
	Iteration 4F: 3 clusters Score -287641.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -287741.531250 Penalty: 743.073914
	Iteration 5Q: 3 clusters Score -287741.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -287837.031250 Penalty: 743.073914
	Iteration 6Q: 3 clusters Score -287837 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -287968.375000 Penalty: 743.073914
	Iteration 7F: 3 clusters Score -287968.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -288095.250000 Penalty: 743.073914
	Iteration 8Q: 3 clusters Score -288095.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -288191.375000 Penalty: 743.073914
	Iteration 9Q: 3 clusters Score -288191.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -288244.062500 Penalty: 743.073914
	Iteration 10Q: 3 clusters Score -288244.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -288270.750000 Penalty: 743.073914
	Iteration 11Q: 3 clusters Score -288270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -288287.343750 Penalty: 743.073914
	Iteration 12Q: 3 clusters Score -288287.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -288303.562500 Penalty: 743.073914
	Iteration 13Q: 3 clusters Score -288303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -288315.937500 Penalty: 743.073914
	Iteration 14Q: 3 clusters Score -288315.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -288330.718750 Penalty: 743.073914
	Iteration 15Q: 3 clusters Score -288330.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -288354.531250 Penalty: 743.073914
	Iteration 16Q: 3 clusters Score -288354.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -288380.125000 Penalty: 743.073914
	Iteration 17Q: 3 clusters Score -288380.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -288403.625000 Penalty: 743.073914
	Iteration 18Q: 3 clusters Score -288403.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -288433.406250 Penalty: 743.073914
	Iteration 19Q: 3 clusters Score -288433.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -288458.843750 Penalty: 743.073914
	Iteration 20F: 3 clusters Score -288458.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -288486.718750 Penalty: 743.073914
	Iteration 21Q: 3 clusters Score -288486.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -288510.625000 Penalty: 743.073914
	Iteration 22Q: 3 clusters Score -288510.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -288526.343750 Penalty: 743.073914
	Iteration 23Q: 3 clusters Score -288526.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -288541.406250 Penalty: 743.073914
	Iteration 24Q: 3 clusters Score -288541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -288552.375000 Penalty: 743.073914
	Iteration 25Q: 3 clusters Score -288552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -288560.468750 Penalty: 743.073914
	Iteration 26Q: 3 clusters Score -288560.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -288568.968750 Penalty: 743.073914
	Iteration 27Q: 3 clusters Score -288569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -288576.156250 Penalty: 743.073914
	Iteration 28Q: 3 clusters Score -288576.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -288586.875000 Penalty: 743.073914
	Iteration 29Q: 3 clusters Score -288586.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -288598.281250 Penalty: 743.073914
	Iteration 30Q: 3 clusters Score -288598.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -288605.031250 Penalty: 743.073914
	Iteration 31Q: 3 clusters Score -288605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -288611.187500 Penalty: 743.073914
	Iteration 32Q: 3 clusters Score -288611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -288616.718750 Penalty: 743.073914
	Iteration 33Q: 3 clusters Score -288616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -288620.843750 Penalty: 743.073914
	Iteration 34Q: 3 clusters Score -288620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -288623.500000 Penalty: 743.073914
	Iteration 35Q: 3 clusters Score -288623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -288625.031250 Penalty: 743.073914
	Iteration 36Q: 3 clusters Score -288625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -288628.781250 Penalty: 743.073914
	Iteration 37Q: 3 clusters Score -288628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -288633.843750 Penalty: 743.073914
	Iteration 38Q: 3 clusters Score -288633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -288638.250000 Penalty: 743.073914
	Iteration 39Q: 3 clusters Score -288638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -288639.687500 Penalty: 743.073914
	Iteration 40F: 3 clusters Score -288639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -288642.125000 Penalty: 743.073914
	Iteration 41Q: 3 clusters Score -288642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -288644.781250 Penalty: 743.073914
	Iteration 42Q: 3 clusters Score -288644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -288649.718750 Penalty: 743.073914
	Iteration 43Q: 3 clusters Score -288649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -288651.656250 Penalty: 743.073914
	Iteration 44Q: 3 clusters Score -288651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -288651.656250 Penalty: 743.073914
	Iteration 45F: 3 clusters Score -288651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Entering Unmasked Estep 
Score: -214155.265625 Penalty: 362.400726
	Iteration 0F: 2 clusters Score -214155.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212156.421875 Penalty: 724.801453
	Iteration 0F: 3 clusters Score -212156.4 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -212814.578125 Penalty: 724.801453
	Iteration 1F: 3 clusters Score -212814.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -212876.343750 Penalty: 724.801453
	Iteration 2Q: 3 clusters Score -212876.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -212941.312500 Penalty: 724.801453
	Iteration 3Q: 3 clusters Score -212941.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -213004.984375 Penalty: 724.801453
	Iteration 4Q: 3 clusters Score -213005 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -213083.109375 Penalty: 724.801453
	Iteration 5Q: 3 clusters Score -213083.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -213156.703125 Penalty: 724.801453
	Iteration 6Q: 3 clusters Score -213156.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -213220.218750 Penalty: 724.801453
	Iteration 7Q: 3 clusters Score -213220.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -213275.593750 Penalty: 724.801453
	Iteration 8Q: 3 clusters Score -213275.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -213327.343750 Penalty: 724.801453
	Iteration 9Q: 3 clusters Score -213327.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -213380.750000 Penalty: 724.801453
	Iteration 10Q: 3 clusters Score -213380.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -213432.921875 Penalty: 724.801453
	Iteration 11Q: 3 clusters Score -213432.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -213462.937500 Penalty: 724.801453
	Iteration 12Q: 3 clusters Score -213462.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -213479.015625 Penalty: 724.801453
	Iteration 13Q: 3 clusters Score -213479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -213497.546875 Penalty: 724.801453
	Iteration 14Q: 3 clusters Score -213497.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -213514.234375 Penalty: 724.801453
	Iteration 15Q: 3 clusters Score -213514.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -213532.218750 Penalty: 724.801453
	Iteration 16Q: 3 clusters Score -213532.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -213555.015625 Penalty: 724.801453
	Iteration 17Q: 3 clusters Score -213555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -213581.375000 Penalty: 724.801453
	Iteration 18Q: 3 clusters Score -213581.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -213601.390625 Penalty: 724.801453
	Iteration 19Q: 3 clusters Score -213601.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -213619.312500 Penalty: 724.801453
	Iteration 20F: 3 clusters Score -213619.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -213635.218750 Penalty: 724.801453
	Iteration 21Q: 3 clusters Score -213635.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -213648.359375 Penalty: 724.801453
	Iteration 22Q: 3 clusters Score -213648.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -213660.359375 Penalty: 724.801453
	Iteration 23Q: 3 clusters Score -213660.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -213673.203125 Penalty: 724.801453
	Iteration 24Q: 3 clusters Score -213673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -213685.953125 Penalty: 724.801453
	Iteration 25Q: 3 clusters Score -213686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -213700.453125 Penalty: 724.801453
	Iteration 26Q: 3 clusters Score -213700.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -213723.640625 Penalty: 724.801453
	Iteration 27Q: 3 clusters Score -213723.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -213749.187500 Penalty: 724.801453
	Iteration 28Q: 3 clusters Score -213749.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -213770.937500 Penalty: 724.801453
	Iteration 29Q: 3 clusters Score -213770.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -213785.312500 Penalty: 724.801453
	Iteration 30Q: 3 clusters Score -213785.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -213791.890625 Penalty: 724.801453
	Iteration 31Q: 3 clusters Score -213791.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -213795.734375 Penalty: 724.801453
	Iteration 32Q: 3 clusters Score -213795.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -213798.890625 Penalty: 724.801453
	Iteration 33Q: 3 clusters Score -213798.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -213799.593750 Penalty: 724.801453
	Iteration 34Q: 3 clusters Score -213799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -213800.375000 Penalty: 724.801453
	Iteration 35Q: 3 clusters Score -213800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -213801.406250 Penalty: 724.801453
	Iteration 36Q: 3 clusters Score -213801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -213803.843750 Penalty: 724.801453
	Iteration 37Q: 3 clusters Score -213803.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -213807.390625 Penalty: 724.801453
	Iteration 38Q: 3 clusters Score -213807.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -213809.953125 Penalty: 724.801453
	Iteration 39Q: 3 clusters Score -213810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -213812.312500 Penalty: 724.801453
	Iteration 40F: 3 clusters Score -213812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -213813.968750 Penalty: 724.801453
	Iteration 41Q: 3 clusters Score -213814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -213815.328125 Penalty: 724.801453
	Iteration 42Q: 3 clusters Score -213815.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -213816.515625 Penalty: 724.801453
	Iteration 43Q: 3 clusters Score -213816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -213817.968750 Penalty: 724.801453
	Iteration 44Q: 3 clusters Score -213818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -213818.953125 Penalty: 724.801453
	Iteration 45Q: 3 clusters Score -213819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -213819.234375 Penalty: 724.801453
	Iteration 46Q: 3 clusters Score -213819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -213819.171875 Penalty: 724.801453
	Iteration 47Q: 3 clusters Score -213819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -213819.203125 Penalty: 724.801453
	Iteration 48Q: 3 clusters Score -213819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -213819.203125 Penalty: 724.801453
	Iteration 49F: 3 clusters Score -213819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -77997.523438 Penalty: 314.845612
	Iteration 0F: 2 clusters Score -77997.52 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 520 members 
Entering Unmasked Estep 
Score: -77192.156250 Penalty: 629.691223
	Iteration 0F: 3 clusters Score -77192.16 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77433.218750 Penalty: 629.691223
	Iteration 1F: 3 clusters Score -77433.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77475.929688 Penalty: 629.691223
	Iteration 2F: 3 clusters Score -77475.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77494.812500 Penalty: 629.691223
	Iteration 3Q: 3 clusters Score -77494.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77507.710938 Penalty: 629.691223
	Iteration 4Q: 3 clusters Score -77507.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77526.031250 Penalty: 629.691223
	Iteration 5Q: 3 clusters Score -77526.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -77536.968750 Penalty: 629.691223
	Iteration 6Q: 3 clusters Score -77536.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77544.828125 Penalty: 629.691223
	Iteration 7Q: 3 clusters Score -77544.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -77552.679688 Penalty: 629.691223
	Iteration 8Q: 3 clusters Score -77552.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77558.804688 Penalty: 629.691223
	Iteration 9Q: 3 clusters Score -77558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77570.570312 Penalty: 629.691223
	Iteration 10Q: 3 clusters Score -77570.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -77578.023438 Penalty: 629.691223
	Iteration 11Q: 3 clusters Score -77578.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -77585.593750 Penalty: 629.691223
	Iteration 12Q: 3 clusters Score -77585.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -77595.500000 Penalty: 629.691223
	Iteration 13Q: 3 clusters Score -77595.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -77610.062500 Penalty: 629.691223
	Iteration 14Q: 3 clusters Score -77610.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -77633.820312 Penalty: 629.691223
	Iteration 15Q: 3 clusters Score -77633.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -77653.976562 Penalty: 629.691223
	Iteration 16Q: 3 clusters Score -77653.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77666.968750 Penalty: 629.691223
	Iteration 17Q: 3 clusters Score -77666.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -77677.656250 Penalty: 629.691223
	Iteration 18Q: 3 clusters Score -77677.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -77684.195312 Penalty: 629.691223
	Iteration 19Q: 3 clusters Score -77684.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -77689.382812 Penalty: 629.691223
	Iteration 20F: 3 clusters Score -77689.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77695.242188 Penalty: 629.691223
	Iteration 21Q: 3 clusters Score -77695.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -77698.460938 Penalty: 629.691223
	Iteration 22Q: 3 clusters Score -77698.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -77701.593750 Penalty: 629.691223
	Iteration 23Q: 3 clusters Score -77701.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77706.132812 Penalty: 629.691223
	Iteration 24Q: 3 clusters Score -77706.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -77708.101562 Penalty: 629.691223
	Iteration 25Q: 3 clusters Score -77708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -77709.898438 Penalty: 629.691223
	Iteration 26Q: 3 clusters Score -77709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77710.257812 Penalty: 629.691223
	Iteration 27Q: 3 clusters Score -77710.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77710.257812 Penalty: 629.691223
	Iteration 28F: 3 clusters Score -77710.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -9455.305664 Penalty: 251.408112
	Iteration 0F: 2 clusters Score -9455.306 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 125 members 
Entering Unmasked Estep 
Score: -9147.669922 Penalty: 502.816223
	Iteration 0F: 3 clusters Score -9147.67 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9214.064453 Penalty: 502.816223
	Iteration 1F: 3 clusters Score -9214.064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9231.037109 Penalty: 502.816223
	Iteration 2Q: 3 clusters Score -9231.037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9243.007812 Penalty: 502.816223
	Iteration 3Q: 3 clusters Score -9243.008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9251.904297 Penalty: 502.816223
	Iteration 4Q: 3 clusters Score -9251.904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9258.314453 Penalty: 502.816223
	Iteration 5Q: 3 clusters Score -9258.314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9273.916016 Penalty: 502.816223
	Iteration 6Q: 3 clusters Score -9273.916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9285.321289 Penalty: 502.816223
	Iteration 7Q: 3 clusters Score -9285.321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9294.914062 Penalty: 502.816223
	Iteration 8Q: 3 clusters Score -9294.914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9307.942383 Penalty: 502.816223
	Iteration 9Q: 3 clusters Score -9307.942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9316.299805 Penalty: 502.816223
	Iteration 10Q: 3 clusters Score -9316.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9316.299805 Penalty: 502.816223
	Iteration 11F: 3 clusters Score -9316.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -10577.923828 Penalty: 235.257019
	Iteration 0F: 2 clusters Score -10577.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10309.241211 Penalty: 470.514038
	Iteration 0F: 3 clusters Score -10309.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10391.998047 Penalty: 470.514038
	Iteration 1F: 3 clusters Score -10392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10444.428711 Penalty: 470.514038
	Iteration 2F: 3 clusters Score -10444.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10468.930664 Penalty: 470.514038
	Iteration 3F: 3 clusters Score -10468.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10470.432617 Penalty: 470.514038
	Iteration 4Q: 3 clusters Score -10470.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10470.769531 Penalty: 470.514038
	Iteration 5Q: 3 clusters Score -10470.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10470.769531 Penalty: 470.514038
	Iteration 6F: 3 clusters Score -10470.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Entering Unmasked Estep 
Score: -1077836.750000 Penalty: 431.709625
	Iteration 0F: 2 clusters Score -1077837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1068989.625000 Penalty: 863.419250
	Iteration 0F: 3 clusters Score -1068990 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1072507.500000 Penalty: 863.419250
	Iteration 1F: 3 clusters Score -1072508 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1072696.500000 Penalty: 863.419250
	Iteration 2Q: 3 clusters Score -1072696 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1072903.875000 Penalty: 863.419250
	Iteration 3Q: 3 clusters Score -1072904 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1073174.250000 Penalty: 863.419250
	Iteration 4Q: 3 clusters Score -1073174 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1073645.375000 Penalty: 863.419250
	Iteration 5F: 3 clusters Score -1073645 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1074306.875000 Penalty: 863.419250
	Iteration 6F: 3 clusters Score -1074307 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1075020.500000 Penalty: 863.419250
	Iteration 7F: 3 clusters Score -1075020 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1075476.250000 Penalty: 863.419250
	Iteration 8F: 3 clusters Score -1075476 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1075722.000000 Penalty: 863.419250
	Iteration 9Q: 3 clusters Score -1075722 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1075896.750000 Penalty: 863.419250
	Iteration 10Q: 3 clusters Score -1075897 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1076089.750000 Penalty: 863.419250
	Iteration 11Q: 3 clusters Score -1076090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1076267.375000 Penalty: 863.419250
	Iteration 12Q: 3 clusters Score -1076267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1076419.750000 Penalty: 863.419250
	Iteration 13Q: 3 clusters Score -1076420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1076582.375000 Penalty: 863.419250
	Iteration 14Q: 3 clusters Score -1076582 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1076753.500000 Penalty: 863.419250
	Iteration 15Q: 3 clusters Score -1076754 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1076888.625000 Penalty: 863.419250
	Iteration 16Q: 3 clusters Score -1076889 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1076991.000000 Penalty: 863.419250
	Iteration 17Q: 3 clusters Score -1076991 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1077063.750000 Penalty: 863.419250
	Iteration 18Q: 3 clusters Score -1077064 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1077135.125000 Penalty: 863.419250
	Iteration 19Q: 3 clusters Score -1077135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1077197.750000 Penalty: 863.419250
	Iteration 20F: 3 clusters Score -1077198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1077259.875000 Penalty: 863.419250
	Iteration 21Q: 3 clusters Score -1077260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1077307.500000 Penalty: 863.419250
	Iteration 22Q: 3 clusters Score -1077308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1077345.750000 Penalty: 863.419250
	Iteration 23Q: 3 clusters Score -1077346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1077362.250000 Penalty: 863.419250
	Iteration 24Q: 3 clusters Score -1077362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1077370.500000 Penalty: 863.419250
	Iteration 25Q: 3 clusters Score -1077370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1077374.750000 Penalty: 863.419250
	Iteration 26Q: 3 clusters Score -1077375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1077379.375000 Penalty: 863.419250
	Iteration 27Q: 3 clusters Score -1077379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1077382.875000 Penalty: 863.419250
	Iteration 28Q: 3 clusters Score -1077383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1077385.750000 Penalty: 863.419250
	Iteration 29Q: 3 clusters Score -1077386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1077388.375000 Penalty: 863.419250
	Iteration 30Q: 3 clusters Score -1077388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1077388.375000 Penalty: 863.419250
	Iteration 31Q: 3 clusters Score -1077388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1077388.750000 Penalty: 863.419250
	Iteration 32Q: 3 clusters Score -1077389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1077389.625000 Penalty: 863.419250
	Iteration 33Q: 3 clusters Score -1077390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1077391.750000 Penalty: 863.419250
	Iteration 34Q: 3 clusters Score -1077392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1077390.500000 Penalty: 863.419250
	Iteration 35Q: 3 clusters Score -1077390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1077393.375000 Penalty: 863.419250
	Iteration 36Q: 3 clusters Score -1077393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1077394.000000 Penalty: 863.419250
	Iteration 37Q: 3 clusters Score -1077394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1077393.875000 Penalty: 863.419250
	Iteration 38Q: 3 clusters Score -1077394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1077391.500000 Penalty: 863.419250
	Iteration 39Q: 3 clusters Score -1077392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1077391.875000 Penalty: 863.419250
	Iteration 40F: 3 clusters Score -1077392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1077390.125000 Penalty: 863.419250
	Iteration 41Q: 3 clusters Score -1077390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1077387.250000 Penalty: 863.419250
	Iteration 42Q: 3 clusters Score -1077387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1077389.375000 Penalty: 863.419250
	Iteration 43Q: 3 clusters Score -1077389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1077390.750000 Penalty: 863.419250
	Iteration 44Q: 3 clusters Score -1077391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1077391.250000 Penalty: 863.419250
	Iteration 45Q: 3 clusters Score -1077391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1077393.125000 Penalty: 863.419250
	Iteration 46Q: 3 clusters Score -1077393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1077396.125000 Penalty: 863.419250
	Iteration 47Q: 3 clusters Score -1077396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1077392.500000 Penalty: 863.419250
	Iteration 48Q: 3 clusters Score -1077392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1077393.250000 Penalty: 863.419250
	Iteration 49Q: 3 clusters Score -1077393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1077392.375000 Penalty: 863.419250
	Iteration 50Q: 3 clusters Score -1077392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1077394.875000 Penalty: 863.419250
	Iteration 51Q: 3 clusters Score -1077395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1077393.625000 Penalty: 863.419250
	Iteration 52Q: 3 clusters Score -1077394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1077392.000000 Penalty: 863.419250
	Iteration 53Q: 3 clusters Score -1077392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1077392.750000 Penalty: 863.419250
	Iteration 54Q: 3 clusters Score -1077393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1077396.500000 Penalty: 863.419250
	Iteration 55Q: 3 clusters Score -1077396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1077396.375000 Penalty: 863.419250
	Iteration 56Q: 3 clusters Score -1077396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1077393.000000 Penalty: 863.419250
	Iteration 57Q: 3 clusters Score -1077393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1077396.500000 Penalty: 863.419250
	Iteration 58Q: 3 clusters Score -1077396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1077395.625000 Penalty: 863.419250
	Iteration 59Q: 3 clusters Score -1077396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1077395.625000 Penalty: 863.419250
	Iteration 60F: 3 clusters Score -1077396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -148002.078125 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -148002.1 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 913 members 
Entering Unmasked Estep 
Score: -146671.125000 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -146671.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -147087.468750 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -147087.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -147167.593750 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -147167.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -147220.234375 Penalty: 684.044922
	Iteration 3F: 3 clusters Score -147220.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147270.078125 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -147270.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147332.546875 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -147332.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -147391.656250 Penalty: 684.044922
	Iteration 6F: 3 clusters Score -147391.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147439.703125 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -147439.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -147480.000000 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -147480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -147510.968750 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -147511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -147542.109375 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -147542.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -147595.921875 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -147595.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -147647.359375 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -147647.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -147685.187500 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -147685.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -147714.937500 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -147714.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -147736.250000 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -147736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -147769.953125 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -147770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -147796.062500 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -147796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -147805.593750 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -147805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147806.781250 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -147806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147807.859375 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -147807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -147808.375000 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -147808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -147808.812500 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -147808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -147808.968750 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -147809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147810.218750 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -147810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -147810.218750 Penalty: 684.044922
	Iteration 25F: 3 clusters Score -147810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -375860.625000 Penalty: 384.220551
	Iteration 0F: 2 clusters Score -375860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -372720.875000 Penalty: 768.441101
	Iteration 0F: 3 clusters Score -372720.9 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -373878.812500 Penalty: 768.441101
	Iteration 1F: 3 clusters Score -373878.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -373993.750000 Penalty: 768.441101
	Iteration 2F: 3 clusters Score -373993.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -374128.656250 Penalty: 768.441101
	Iteration 3Q: 3 clusters Score -374128.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -374281.750000 Penalty: 768.441101
	Iteration 4Q: 3 clusters Score -374281.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374483.093750 Penalty: 768.441101
	Iteration 5Q: 3 clusters Score -374483.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -374730.187500 Penalty: 768.441101
	Iteration 6F: 3 clusters Score -374730.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -374973.312500 Penalty: 768.441101
	Iteration 7F: 3 clusters Score -374973.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375169.000000 Penalty: 768.441101
	Iteration 8F: 3 clusters Score -375169 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -375297.406250 Penalty: 768.441101
	Iteration 9Q: 3 clusters Score -375297.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -375384.625000 Penalty: 768.441101
	Iteration 10Q: 3 clusters Score -375384.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -375429.781250 Penalty: 768.441101
	Iteration 11Q: 3 clusters Score -375429.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -375458.375000 Penalty: 768.441101
	Iteration 12Q: 3 clusters Score -375458.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -375481.250000 Penalty: 768.441101
	Iteration 13Q: 3 clusters Score -375481.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -375503.593750 Penalty: 768.441101
	Iteration 14Q: 3 clusters Score -375503.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -375524.187500 Penalty: 768.441101
	Iteration 15Q: 3 clusters Score -375524.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -375545.250000 Penalty: 768.441101
	Iteration 16Q: 3 clusters Score -375545.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -375562.718750 Penalty: 768.441101
	Iteration 17Q: 3 clusters Score -375562.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -375576.531250 Penalty: 768.441101
	Iteration 18Q: 3 clusters Score -375576.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -375591.031250 Penalty: 768.441101
	Iteration 19Q: 3 clusters Score -375591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375604.906250 Penalty: 768.441101
	Iteration 20F: 3 clusters Score -375604.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -375619.687500 Penalty: 768.441101
	Iteration 21Q: 3 clusters Score -375619.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -375633.218750 Penalty: 768.441101
	Iteration 22Q: 3 clusters Score -375633.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -375645.843750 Penalty: 768.441101
	Iteration 23Q: 3 clusters Score -375645.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -375659.531250 Penalty: 768.441101
	Iteration 24Q: 3 clusters Score -375659.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -375671.687500 Penalty: 768.441101
	Iteration 25Q: 3 clusters Score -375671.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -375679.843750 Penalty: 768.441101
	Iteration 26Q: 3 clusters Score -375679.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -375688.718750 Penalty: 768.441101
	Iteration 27Q: 3 clusters Score -375688.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -375693.875000 Penalty: 768.441101
	Iteration 28Q: 3 clusters Score -375693.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -375696.125000 Penalty: 768.441101
	Iteration 29Q: 3 clusters Score -375696.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -375696.437500 Penalty: 768.441101
	Iteration 30Q: 3 clusters Score -375696.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -375697.656250 Penalty: 768.441101
	Iteration 31Q: 3 clusters Score -375697.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -375698.062500 Penalty: 768.441101
	Iteration 32Q: 3 clusters Score -375698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -375699.906250 Penalty: 768.441101
	Iteration 33Q: 3 clusters Score -375699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -375699.687500 Penalty: 768.441101
	Iteration 34Q: 3 clusters Score -375699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -375699.937500 Penalty: 768.441101
	Iteration 35Q: 3 clusters Score -375699.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -375701.156250 Penalty: 768.441101
	Iteration 36Q: 3 clusters Score -375701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -375700.937500 Penalty: 768.441101
	Iteration 37Q: 3 clusters Score -375700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -375701.125000 Penalty: 768.441101
	Iteration 38Q: 3 clusters Score -375701.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -375701.906250 Penalty: 768.441101
	Iteration 39Q: 3 clusters Score -375701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -375701.500000 Penalty: 768.441101
	Iteration 40F: 3 clusters Score -375701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -375702.156250 Penalty: 768.441101
	Iteration 41Q: 3 clusters Score -375702.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -375701.656250 Penalty: 768.441101
	Iteration 42Q: 3 clusters Score -375701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -375701.656250 Penalty: 768.441101
	Iteration 43F: 3 clusters Score -375701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -17506.351562 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -17506.35 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 148 members 
Entering Unmasked Estep 
Score: -17156.689453 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -17156.69 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17267.408203 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -17267.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17300.386719 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -17300.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17310.251953 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -17310.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17314.783203 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -17314.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17316.037109 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -17316.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17316.156250 Penalty: 522.613281
	Iteration 6Q: 3 clusters Score -17316.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17316.242188 Penalty: 522.613281
	Iteration 7Q: 3 clusters Score -17316.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -17316.242188 Penalty: 522.613281
	Iteration 8F: 3 clusters Score -17316.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -8202.910156 Penalty: 223.190002
	Iteration 0F: 2 clusters Score -8202.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8000.944824 Penalty: 446.380005
	Iteration 0F: 3 clusters Score -8000.945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8036.512695 Penalty: 446.380005
	Iteration 1F: 3 clusters Score -8036.513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8068.025391 Penalty: 446.380005
	Iteration 2F: 3 clusters Score -8068.025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8077.292969 Penalty: 446.380005
	Iteration 3F: 3 clusters Score -8077.293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8086.826172 Penalty: 446.380005
	Iteration 4Q: 3 clusters Score -8086.826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8089.341309 Penalty: 446.380005
	Iteration 5Q: 3 clusters Score -8089.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8089.341309 Penalty: 446.380005
	Iteration 6F: 3 clusters Score -8089.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -41458.464844 Penalty: 291.211731
	Iteration 0F: 2 clusters Score -41458.46 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 300 members 
Entering Unmasked Estep 
Score: -40892.390625 Penalty: 582.423462
	Iteration 0F: 3 clusters Score -40892.39 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41102.535156 Penalty: 582.423462
	Iteration 1F: 3 clusters Score -41102.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41227.566406 Penalty: 582.423462
	Iteration 2F: 3 clusters Score -41227.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41299.820312 Penalty: 582.423462
	Iteration 3F: 3 clusters Score -41299.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41322.195312 Penalty: 582.423462
	Iteration 4Q: 3 clusters Score -41322.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41336.011719 Penalty: 582.423462
	Iteration 5Q: 3 clusters Score -41336.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41341.394531 Penalty: 582.423462
	Iteration 6Q: 3 clusters Score -41341.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41347.378906 Penalty: 582.423462
	Iteration 7Q: 3 clusters Score -41347.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41351.472656 Penalty: 582.423462
	Iteration 8Q: 3 clusters Score -41351.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41353.207031 Penalty: 582.423462
	Iteration 9Q: 3 clusters Score -41353.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41354.484375 Penalty: 582.423462
	Iteration 10Q: 3 clusters Score -41354.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41355.371094 Penalty: 582.423462
	Iteration 11Q: 3 clusters Score -41355.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41355.718750 Penalty: 582.423462
	Iteration 12Q: 3 clusters Score -41355.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41355.718750 Penalty: 582.423462
	Iteration 13F: 3 clusters Score -41355.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Entering Unmasked Estep 
Score: -507092.250000 Penalty: 399.259369
	Iteration 0F: 2 clusters Score -507092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -502768.625000 Penalty: 798.518738
	Iteration 0F: 3 clusters Score -502768.6 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -504615.031250 Penalty: 798.518738
	Iteration 1F: 3 clusters Score -504615 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -504855.468750 Penalty: 798.518738
	Iteration 2F: 3 clusters Score -504855.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -505157.937500 Penalty: 798.518738
	Iteration 3F: 3 clusters Score -505157.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -505505.343750 Penalty: 798.518738
	Iteration 4F: 3 clusters Score -505505.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -505855.750000 Penalty: 798.518738
	Iteration 5F: 3 clusters Score -505855.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -506069.906250 Penalty: 798.518738
	Iteration 6Q: 3 clusters Score -506069.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -506212.250000 Penalty: 798.518738
	Iteration 7Q: 3 clusters Score -506212.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -506324.875000 Penalty: 798.518738
	Iteration 8Q: 3 clusters Score -506324.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -506412.875000 Penalty: 798.518738
	Iteration 9Q: 3 clusters Score -506412.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -506489.187500 Penalty: 798.518738
	Iteration 10Q: 3 clusters Score -506489.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -506544.468750 Penalty: 798.518738
	Iteration 11Q: 3 clusters Score -506544.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -506585.531250 Penalty: 798.518738
	Iteration 12Q: 3 clusters Score -506585.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -506633.968750 Penalty: 798.518738
	Iteration 13Q: 3 clusters Score -506634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -506671.781250 Penalty: 798.518738
	Iteration 14Q: 3 clusters Score -506671.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -506705.187500 Penalty: 798.518738
	Iteration 15Q: 3 clusters Score -506705.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -506743.187500 Penalty: 798.518738
	Iteration 16Q: 3 clusters Score -506743.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -506771.500000 Penalty: 798.518738
	Iteration 17Q: 3 clusters Score -506771.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -506791.625000 Penalty: 798.518738
	Iteration 18Q: 3 clusters Score -506791.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -506811.937500 Penalty: 798.518738
	Iteration 19Q: 3 clusters Score -506811.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -506823.187500 Penalty: 798.518738
	Iteration 20F: 3 clusters Score -506823.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -506830.375000 Penalty: 798.518738
	Iteration 21Q: 3 clusters Score -506830.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -506837.531250 Penalty: 798.518738
	Iteration 22Q: 3 clusters Score -506837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -506841.750000 Penalty: 798.518738
	Iteration 23Q: 3 clusters Score -506841.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -506845.968750 Penalty: 798.518738
	Iteration 24Q: 3 clusters Score -506846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -506850.062500 Penalty: 798.518738
	Iteration 25Q: 3 clusters Score -506850.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -506851.062500 Penalty: 798.518738
	Iteration 26Q: 3 clusters Score -506851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -506851.843750 Penalty: 798.518738
	Iteration 27Q: 3 clusters Score -506851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -506852.125000 Penalty: 798.518738
	Iteration 28Q: 3 clusters Score -506852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -506852.281250 Penalty: 798.518738
	Iteration 29Q: 3 clusters Score -506852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -506853.218750 Penalty: 798.518738
	Iteration 30Q: 3 clusters Score -506853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -506852.968750 Penalty: 798.518738
	Iteration 31Q: 3 clusters Score -506853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -506853.968750 Penalty: 798.518738
	Iteration 32Q: 3 clusters Score -506854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -506855.375000 Penalty: 798.518738
	Iteration 33Q: 3 clusters Score -506855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -506855.187500 Penalty: 798.518738
	Iteration 34Q: 3 clusters Score -506855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -506856.906250 Penalty: 798.518738
	Iteration 35Q: 3 clusters Score -506856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -506857.406250 Penalty: 798.518738
	Iteration 36Q: 3 clusters Score -506857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -506857.718750 Penalty: 798.518738
	Iteration 37Q: 3 clusters Score -506857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -506859.406250 Penalty: 798.518738
	Iteration 38Q: 3 clusters Score -506859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -506860.625000 Penalty: 798.518738
	Iteration 39Q: 3 clusters Score -506860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -506860.781250 Penalty: 798.518738
	Iteration 40F: 3 clusters Score -506860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -506860.968750 Penalty: 798.518738
	Iteration 41Q: 3 clusters Score -506861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -506861.937500 Penalty: 798.518738
	Iteration 42Q: 3 clusters Score -506861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -506863.093750 Penalty: 798.518738
	Iteration 43Q: 3 clusters Score -506863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -506863.031250 Penalty: 798.518738
	Iteration 44Q: 3 clusters Score -506863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -506863.750000 Penalty: 798.518738
	Iteration 45Q: 3 clusters Score -506863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -506863.281250 Penalty: 798.518738
	Iteration 46Q: 3 clusters Score -506863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -506864.218750 Penalty: 798.518738
	Iteration 47Q: 3 clusters Score -506864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -506864.562500 Penalty: 798.518738
	Iteration 48Q: 3 clusters Score -506864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -506865.343750 Penalty: 798.518738
	Iteration 49Q: 3 clusters Score -506865.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -506865.593750 Penalty: 798.518738
	Iteration 50Q: 3 clusters Score -506865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -506865.156250 Penalty: 798.518738
	Iteration 51Q: 3 clusters Score -506865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -506865.406250 Penalty: 798.518738
	Iteration 52Q: 3 clusters Score -506865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -506865.156250 Penalty: 798.518738
	Iteration 53Q: 3 clusters Score -506865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -506865.062500 Penalty: 798.518738
	Iteration 54Q: 3 clusters Score -506865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -506865.062500 Penalty: 798.518738
	Iteration 55F: 3 clusters Score -506865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -96867.531250 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -96867.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -95908.375000 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -95908.38 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -96165.335938 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -96165.34 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -96250.804688 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -96250.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96323.625000 Penalty: 652.550842
	Iteration 3F: 3 clusters Score -96323.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -96367.507812 Penalty: 652.550842
	Iteration 4F: 3 clusters Score -96367.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -96384.273438 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -96384.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96390.679688 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -96390.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -96403.179688 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -96403.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -96419.585938 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -96419.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -96435.789062 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -96435.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -96450.867188 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -96450.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96468.242188 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -96468.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -96487.414062 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -96487.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -96498.726562 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -96498.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96512.898438 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -96512.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -96532.187500 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -96532.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -96549.703125 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -96549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -96566.820312 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -96566.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -96581.609375 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -96581.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -96588.218750 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -96588.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -96593.835938 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -96593.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -96597.984375 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -96597.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -96605.984375 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -96605.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -96611.507812 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -96611.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -96617.890625 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -96617.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -96625.250000 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -96625.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -96633.929688 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -96633.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -96643.734375 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -96643.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -96648.890625 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -96648.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -96656.531250 Penalty: 652.550842
	Iteration 29Q: 3 clusters Score -96656.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -96658.906250 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -96658.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -96660.601562 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -96660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -96660.929688 Penalty: 652.550842
	Iteration 32Q: 3 clusters Score -96660.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -96660.929688 Penalty: 652.550842
	Iteration 33F: 3 clusters Score -96660.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -4416.167969 Penalty: 250.121140
	Iteration 0F: 2 clusters Score -4416.168 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 119 members 
Entering Unmasked Estep 
Score: -4146.823242 Penalty: 500.242279
	Iteration 0F: 3 clusters Score -4146.823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4245.567871 Penalty: 500.242279
	Iteration 1F: 3 clusters Score -4245.568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4295.757324 Penalty: 500.242279
	Iteration 2F: 3 clusters Score -4295.757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4309.952637 Penalty: 500.242279
	Iteration 3Q: 3 clusters Score -4309.953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4322.033203 Penalty: 500.242279
	Iteration 4Q: 3 clusters Score -4322.033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4332.968262 Penalty: 500.242279
	Iteration 5Q: 3 clusters Score -4332.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4339.098145 Penalty: 500.242279
	Iteration 6Q: 3 clusters Score -4339.098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4349.527832 Penalty: 500.242279
	Iteration 7Q: 3 clusters Score -4349.528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4353.279785 Penalty: 500.242279
	Iteration 8Q: 3 clusters Score -4353.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4357.751465 Penalty: 500.242279
	Iteration 9Q: 3 clusters Score -4357.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4360.033203 Penalty: 500.242279
	Iteration 10Q: 3 clusters Score -4360.033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4361.375000 Penalty: 500.242279
	Iteration 11Q: 3 clusters Score -4361.375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4363.312500 Penalty: 500.242279
	Iteration 12Q: 3 clusters Score -4363.312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4365.342773 Penalty: 500.242279
	Iteration 13Q: 3 clusters Score -4365.343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4366.731934 Penalty: 500.242279
	Iteration 14Q: 3 clusters Score -4366.732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4366.731934 Penalty: 500.242279
	Iteration 15F: 3 clusters Score -4366.732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -38894.621094 Penalty: 290.295593
	Iteration 0F: 2 clusters Score -38894.62 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 292 members 
Entering Unmasked Estep 
Score: -38344.156250 Penalty: 580.591187
	Iteration 0F: 3 clusters Score -38344.16 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38522.667969 Penalty: 580.591187
	Iteration 1F: 3 clusters Score -38522.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38575.773438 Penalty: 580.591187
	Iteration 2F: 3 clusters Score -38575.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -38609.054688 Penalty: 580.591187
	Iteration 3F: 3 clusters Score -38609.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38630.660156 Penalty: 580.591187
	Iteration 4Q: 3 clusters Score -38630.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38641.988281 Penalty: 580.591187
	Iteration 5Q: 3 clusters Score -38641.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38655.921875 Penalty: 580.591187
	Iteration 6Q: 3 clusters Score -38655.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38669.636719 Penalty: 580.591187
	Iteration 7Q: 3 clusters Score -38669.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -38680.984375 Penalty: 580.591187
	Iteration 8Q: 3 clusters Score -38680.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38686.488281 Penalty: 580.591187
	Iteration 9Q: 3 clusters Score -38686.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38688.378906 Penalty: 580.591187
	Iteration 10Q: 3 clusters Score -38688.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38690.507812 Penalty: 580.591187
	Iteration 11Q: 3 clusters Score -38690.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38691.925781 Penalty: 580.591187
	Iteration 12Q: 3 clusters Score -38691.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38694.332031 Penalty: 580.591187
	Iteration 13Q: 3 clusters Score -38694.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38694.332031 Penalty: 580.591187
	Iteration 14F: 3 clusters Score -38694.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (26841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Entering Unmasked Estep 
Score: -2178837.750000 Penalty: 463.994720
	Iteration 0F: 2 clusters Score -2178838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2161840.250000 Penalty: 927.989441
	Iteration 0F: 3 clusters Score -2161840 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2169238.250000 Penalty: 927.989441
	Iteration 1F: 3 clusters Score -2169238 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2169649.000000 Penalty: 927.989441
	Iteration 2Q: 3 clusters Score -2169649 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2170255.250000 Penalty: 927.989441
	Iteration 3Q: 3 clusters Score -2170255 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2171312.000000 Penalty: 927.989441
	Iteration 4F: 3 clusters Score -2171312 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2172966.250000 Penalty: 927.989441
	Iteration 5F: 3 clusters Score -2172966 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2174999.750000 Penalty: 927.989441
	Iteration 6F: 3 clusters Score -2175000 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2176438.750000 Penalty: 927.989441
	Iteration 7F: 3 clusters Score -2176439 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2177252.500000 Penalty: 927.989441
	Iteration 8Q: 3 clusters Score -2177252 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2177593.250000 Penalty: 927.989441
	Iteration 9Q: 3 clusters Score -2177593 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2177858.500000 Penalty: 927.989441
	Iteration 10Q: 3 clusters Score -2177858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2177955.750000 Penalty: 927.989441
	Iteration 11Q: 3 clusters Score -2177956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -2178052.750000 Penalty: 927.989441
	Iteration 12Q: 3 clusters Score -2178053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2178116.750000 Penalty: 927.989441
	Iteration 13Q: 3 clusters Score -2178117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2178173.250000 Penalty: 927.989441
	Iteration 14Q: 3 clusters Score -2178173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -2178210.250000 Penalty: 927.989441
	Iteration 15Q: 3 clusters Score -2178210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -2178239.750000 Penalty: 927.989441
	Iteration 16Q: 3 clusters Score -2178240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2178266.750000 Penalty: 927.989441
	Iteration 17Q: 3 clusters Score -2178267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -2178283.250000 Penalty: 927.989441
	Iteration 18Q: 3 clusters Score -2178283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -2178314.500000 Penalty: 927.989441
	Iteration 19Q: 3 clusters Score -2178314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -2178325.500000 Penalty: 927.989441
	Iteration 20F: 3 clusters Score -2178326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2178328.500000 Penalty: 927.989441
	Iteration 21Q: 3 clusters Score -2178328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -2178342.250000 Penalty: 927.989441
	Iteration 22Q: 3 clusters Score -2178342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2178356.500000 Penalty: 927.989441
	Iteration 23Q: 3 clusters Score -2178356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2178364.000000 Penalty: 927.989441
	Iteration 24Q: 3 clusters Score -2178364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2178370.500000 Penalty: 927.989441
	Iteration 25Q: 3 clusters Score -2178370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2178381.500000 Penalty: 927.989441
	Iteration 26Q: 3 clusters Score -2178382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -2178385.750000 Penalty: 927.989441
	Iteration 27Q: 3 clusters Score -2178386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -2178394.250000 Penalty: 927.989441
	Iteration 28Q: 3 clusters Score -2178394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -2178397.500000 Penalty: 927.989441
	Iteration 29Q: 3 clusters Score -2178398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2178399.750000 Penalty: 927.989441
	Iteration 30Q: 3 clusters Score -2178400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -2178400.000000 Penalty: 927.989441
	Iteration 31Q: 3 clusters Score -2178400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -2178399.750000 Penalty: 927.989441
	Iteration 32Q: 3 clusters Score -2178400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -2178401.000000 Penalty: 927.989441
	Iteration 33Q: 3 clusters Score -2178401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2178401.500000 Penalty: 927.989441
	Iteration 34Q: 3 clusters Score -2178402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2178402.000000 Penalty: 927.989441
	Iteration 35Q: 3 clusters Score -2178402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2178402.000000 Penalty: 927.989441
	Iteration 36F: 3 clusters Score -2178402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -16113.088867 Penalty: 248.796738
	Iteration 0F: 2 clusters Score -16113.09 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 124 members 
Entering Unmasked Estep 
Score: -15817.304688 Penalty: 497.593475
	Iteration 0F: 3 clusters Score -15817.3 nChanged 57
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: -15887.786133 Penalty: 497.593475
	Iteration 1F: 3 clusters Score -15887.79 nChanged 17
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: -15917.500000 Penalty: 497.593475
	Iteration 2F: 3 clusters Score -15917.5 nChanged 12
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: -15926.458008 Penalty: 497.593475
	Iteration 3F: 3 clusters Score -15926.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15930.314453 Penalty: 497.593475
	Iteration 4Q: 3 clusters Score -15930.31 nChanged 4
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: -15933.279297 Penalty: 497.593475
	Iteration 5Q: 3 clusters Score -15933.28 nChanged 3
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: -15935.444336 Penalty: 497.593475
	Iteration 6Q: 3 clusters Score -15935.44 nChanged 5
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: -15940.262695 Penalty: 497.593475
	Iteration 7Q: 3 clusters Score -15940.26 nChanged 3
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: -15943.317383 Penalty: 497.593475
	Iteration 8Q: 3 clusters Score -15943.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15946.267578 Penalty: 497.593475
	Iteration 9Q: 3 clusters Score -15946.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15949.183594 Penalty: 497.593475
	Iteration 10Q: 3 clusters Score -15949.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15951.738281 Penalty: 497.593475
	Iteration 11Q: 3 clusters Score -15951.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15963.999023 Penalty: 497.593475
	Iteration 12Q: 3 clusters Score -15964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15965.570312 Penalty: 497.593475
	Iteration 13Q: 3 clusters Score -15965.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15967.377930 Penalty: 497.593475
	Iteration 14Q: 3 clusters Score -15967.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15968.443359 Penalty: 497.593475
	Iteration 15Q: 3 clusters Score -15968.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15968.891602 Penalty: 497.593475
	Iteration 16Q: 3 clusters Score -15968.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15968.891602 Penalty: 497.593475
	Iteration 17F: 3 clusters Score -15968.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Entering Unmasked Estep 
Score: -1884225.125000 Penalty: 457.561401
	Iteration 0F: 2 clusters Score -1884225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1869225.750000 Penalty: 915.122803
	Iteration 0F: 3 clusters Score -1869226 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1875893.000000 Penalty: 915.122803
	Iteration 1F: 3 clusters Score -1875893 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1876397.625000 Penalty: 915.122803
	Iteration 2F: 3 clusters Score -1876398 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1876930.000000 Penalty: 915.122803
	Iteration 3F: 3 clusters Score -1876930 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1877436.500000 Penalty: 915.122803
	Iteration 4F: 3 clusters Score -1877436 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1877983.250000 Penalty: 915.122803
	Iteration 5F: 3 clusters Score -1877983 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1878634.500000 Penalty: 915.122803
	Iteration 6Q: 3 clusters Score -1878634 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1879371.500000 Penalty: 915.122803
	Iteration 7Q: 3 clusters Score -1879372 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1880182.375000 Penalty: 915.122803
	Iteration 8Q: 3 clusters Score -1880182 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1880944.375000 Penalty: 915.122803
	Iteration 9Q: 3 clusters Score -1880944 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1881413.750000 Penalty: 915.122803
	Iteration 10Q: 3 clusters Score -1881414 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1881687.500000 Penalty: 915.122803
	Iteration 11Q: 3 clusters Score -1881688 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1881929.500000 Penalty: 915.122803
	Iteration 12Q: 3 clusters Score -1881930 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1882150.875000 Penalty: 915.122803
	Iteration 13Q: 3 clusters Score -1882151 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1882399.750000 Penalty: 915.122803
	Iteration 14Q: 3 clusters Score -1882400 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1882650.500000 Penalty: 915.122803
	Iteration 15Q: 3 clusters Score -1882650 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1882890.500000 Penalty: 915.122803
	Iteration 16Q: 3 clusters Score -1882890 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1883113.500000 Penalty: 915.122803
	Iteration 17Q: 3 clusters Score -1883114 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1883322.875000 Penalty: 915.122803
	Iteration 18Q: 3 clusters Score -1883323 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1883484.500000 Penalty: 915.122803
	Iteration 19Q: 3 clusters Score -1883484 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1883613.750000 Penalty: 915.122803
	Iteration 20F: 3 clusters Score -1883614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1883718.000000 Penalty: 915.122803
	Iteration 21Q: 3 clusters Score -1883718 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1883816.625000 Penalty: 915.122803
	Iteration 22Q: 3 clusters Score -1883817 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1883899.875000 Penalty: 915.122803
	Iteration 23Q: 3 clusters Score -1883900 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1883979.375000 Penalty: 915.122803
	Iteration 24Q: 3 clusters Score -1883979 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1884018.375000 Penalty: 915.122803
	Iteration 25Q: 3 clusters Score -1884018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1884051.250000 Penalty: 915.122803
	Iteration 26Q: 3 clusters Score -1884051 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1884078.375000 Penalty: 915.122803
	Iteration 27Q: 3 clusters Score -1884078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1884104.375000 Penalty: 915.122803
	Iteration 28Q: 3 clusters Score -1884104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1884112.000000 Penalty: 915.122803
	Iteration 29Q: 3 clusters Score -1884112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1884124.250000 Penalty: 915.122803
	Iteration 30Q: 3 clusters Score -1884124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1884135.625000 Penalty: 915.122803
	Iteration 31Q: 3 clusters Score -1884136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1884134.375000 Penalty: 915.122803
	Iteration 32Q: 3 clusters Score -1884134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1884134.750000 Penalty: 915.122803
	Iteration 33Q: 3 clusters Score -1884135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1884141.875000 Penalty: 915.122803
	Iteration 34Q: 3 clusters Score -1884142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1884134.250000 Penalty: 915.122803
	Iteration 35Q: 3 clusters Score -1884134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1884146.625000 Penalty: 915.122803
	Iteration 36Q: 3 clusters Score -1884147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1884141.000000 Penalty: 915.122803
	Iteration 37Q: 3 clusters Score -1884141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1884141.625000 Penalty: 915.122803
	Iteration 38Q: 3 clusters Score -1884142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1884147.625000 Penalty: 915.122803
	Iteration 39Q: 3 clusters Score -1884148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1884148.500000 Penalty: 915.122803
	Iteration 40F: 3 clusters Score -1884148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1884145.500000 Penalty: 915.122803
	Iteration 41Q: 3 clusters Score -1884146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1884145.125000 Penalty: 915.122803
	Iteration 42Q: 3 clusters Score -1884145 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1884145.000000 Penalty: 915.122803
	Iteration 43Q: 3 clusters Score -1884145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1884141.250000 Penalty: 915.122803
	Iteration 44Q: 3 clusters Score -1884141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1884148.750000 Penalty: 915.122803
	Iteration 45Q: 3 clusters Score -1884149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1884148.625000 Penalty: 915.122803
	Iteration 46Q: 3 clusters Score -1884149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1884149.750000 Penalty: 915.122803
	Iteration 47Q: 3 clusters Score -1884150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1884148.875000 Penalty: 915.122803
	Iteration 48Q: 3 clusters Score -1884149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1884153.250000 Penalty: 915.122803
	Iteration 49Q: 3 clusters Score -1884153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1884147.125000 Penalty: 915.122803
	Iteration 50Q: 3 clusters Score -1884147 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1884142.375000 Penalty: 915.122803
	Iteration 51Q: 3 clusters Score -1884142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1884143.750000 Penalty: 915.122803
	Iteration 52Q: 3 clusters Score -1884144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1884145.000000 Penalty: 915.122803
	Iteration 53Q: 3 clusters Score -1884145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1884144.000000 Penalty: 915.122803
	Iteration 54Q: 3 clusters Score -1884144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1884142.000000 Penalty: 915.122803
	Iteration 55Q: 3 clusters Score -1884142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1884132.250000 Penalty: 915.122803
	Iteration 56Q: 3 clusters Score -1884132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1884129.250000 Penalty: 915.122803
	Iteration 57Q: 3 clusters Score -1884129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1884126.000000 Penalty: 915.122803
	Iteration 58Q: 3 clusters Score -1884126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1884130.375000 Penalty: 915.122803
	Iteration 59Q: 3 clusters Score -1884130 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1884127.000000 Penalty: 915.122803
	Iteration 60F: 3 clusters Score -1884127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1884126.875000 Penalty: 915.122803
	Iteration 61Q: 3 clusters Score -1884127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1884125.375000 Penalty: 915.122803
	Iteration 62Q: 3 clusters Score -1884125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1884124.375000 Penalty: 915.122803
	Iteration 63Q: 3 clusters Score -1884124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1884119.500000 Penalty: 915.122803
	Iteration 64Q: 3 clusters Score -1884120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1884120.625000 Penalty: 915.122803
	Iteration 65Q: 3 clusters Score -1884121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1884120.625000 Penalty: 915.122803
	Iteration 66Q: 3 clusters Score -1884121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1884119.750000 Penalty: 915.122803
	Iteration 67Q: 3 clusters Score -1884120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1884114.250000 Penalty: 915.122803
	Iteration 68Q: 3 clusters Score -1884114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1884115.375000 Penalty: 915.122803
	Iteration 69Q: 3 clusters Score -1884115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1884116.125000 Penalty: 915.122803
	Iteration 70Q: 3 clusters Score -1884116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1884109.375000 Penalty: 915.122803
	Iteration 71Q: 3 clusters Score -1884109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1884114.375000 Penalty: 915.122803
	Iteration 72Q: 3 clusters Score -1884114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1884114.000000 Penalty: 915.122803
	Iteration 73Q: 3 clusters Score -1884114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1884117.750000 Penalty: 915.122803
	Iteration 74Q: 3 clusters Score -1884118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1884118.750000 Penalty: 915.122803
	Iteration 75Q: 3 clusters Score -1884119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1884117.375000 Penalty: 915.122803
	Iteration 76Q: 3 clusters Score -1884117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1884120.250000 Penalty: 915.122803
	Iteration 77Q: 3 clusters Score -1884120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1884119.750000 Penalty: 915.122803
	Iteration 78Q: 3 clusters Score -1884120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1884120.875000 Penalty: 915.122803
	Iteration 79Q: 3 clusters Score -1884121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1884119.125000 Penalty: 915.122803
	Iteration 80F: 3 clusters Score -1884119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1884115.875000 Penalty: 915.122803
	Iteration 81Q: 3 clusters Score -1884116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1884117.875000 Penalty: 915.122803
	Iteration 82Q: 3 clusters Score -1884118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1884116.750000 Penalty: 915.122803
	Iteration 83Q: 3 clusters Score -1884117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1884117.750000 Penalty: 915.122803
	Iteration 84Q: 3 clusters Score -1884118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1884115.000000 Penalty: 915.122803
	Iteration 85Q: 3 clusters Score -1884115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1884112.375000 Penalty: 915.122803
	Iteration 86Q: 3 clusters Score -1884112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1884113.500000 Penalty: 915.122803
	Iteration 87Q: 3 clusters Score -1884114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1884113.500000 Penalty: 915.122803
	Iteration 88Q: 3 clusters Score -1884114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1884114.125000 Penalty: 915.122803
	Iteration 89Q: 3 clusters Score -1884114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1884112.500000 Penalty: 915.122803
	Iteration 90Q: 3 clusters Score -1884112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1884112.875000 Penalty: 915.122803
	Iteration 91Q: 3 clusters Score -1884113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1884111.250000 Penalty: 915.122803
	Iteration 92Q: 3 clusters Score -1884111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1884111.250000 Penalty: 915.122803
	Iteration 93F: 3 clusters Score -1884111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -71653.046875 Penalty: 310.211304
	Iteration 0F: 2 clusters Score -71653.05 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 444 members 
Entering Unmasked Estep 
Score: -70879.476562 Penalty: 620.422607
	Iteration 0F: 3 clusters Score -70879.48 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71085.546875 Penalty: 620.422607
	Iteration 1F: 3 clusters Score -71085.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71143.203125 Penalty: 620.422607
	Iteration 2F: 3 clusters Score -71143.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71188.476562 Penalty: 620.422607
	Iteration 3F: 3 clusters Score -71188.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71230.929688 Penalty: 620.422607
	Iteration 4F: 3 clusters Score -71230.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71279.515625 Penalty: 620.422607
	Iteration 5F: 3 clusters Score -71279.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71308.007812 Penalty: 620.422607
	Iteration 6Q: 3 clusters Score -71308.01 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71328.093750 Penalty: 620.422607
	Iteration 7Q: 3 clusters Score -71328.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71338.992188 Penalty: 620.422607
	Iteration 8Q: 3 clusters Score -71338.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71350.382812 Penalty: 620.422607
	Iteration 9Q: 3 clusters Score -71350.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71361.367188 Penalty: 620.422607
	Iteration 10Q: 3 clusters Score -71361.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71366.867188 Penalty: 620.422607
	Iteration 11Q: 3 clusters Score -71366.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71372.703125 Penalty: 620.422607
	Iteration 12Q: 3 clusters Score -71372.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71377.023438 Penalty: 620.422607
	Iteration 13Q: 3 clusters Score -71377.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71377.476562 Penalty: 620.422607
	Iteration 14Q: 3 clusters Score -71377.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71379.312500 Penalty: 620.422607
	Iteration 15Q: 3 clusters Score -71379.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71380.351562 Penalty: 620.422607
	Iteration 16Q: 3 clusters Score -71380.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71380.820312 Penalty: 620.422607
	Iteration 17Q: 3 clusters Score -71380.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71381.117188 Penalty: 620.422607
	Iteration 18Q: 3 clusters Score -71381.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -71382.414062 Penalty: 620.422607
	Iteration 19Q: 3 clusters Score -71382.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -71383.804688 Penalty: 620.422607
	Iteration 20F: 3 clusters Score -71383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71385.468750 Penalty: 620.422607
	Iteration 21Q: 3 clusters Score -71385.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71389.554688 Penalty: 620.422607
	Iteration 22Q: 3 clusters Score -71389.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -71395.328125 Penalty: 620.422607
	Iteration 23Q: 3 clusters Score -71395.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -71396.882812 Penalty: 620.422607
	Iteration 24Q: 3 clusters Score -71396.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71398.687500 Penalty: 620.422607
	Iteration 25Q: 3 clusters Score -71398.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -71400.156250 Penalty: 620.422607
	Iteration 26Q: 3 clusters Score -71400.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -71400.375000 Penalty: 620.422607
	Iteration 27Q: 3 clusters Score -71400.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -71400.375000 Penalty: 620.422607
	Iteration 28F: 3 clusters Score -71400.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Entering Unmasked Estep 
Score: -524673.062500 Penalty: 398.386047
	Iteration 0F: 2 clusters Score -524673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -520413.500000 Penalty: 796.772095
	Iteration 0F: 3 clusters Score -520413.5 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -521887.093750 Penalty: 796.772095
	Iteration 1F: 3 clusters Score -521887.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -521977.156250 Penalty: 796.772095
	Iteration 2Q: 3 clusters Score -521977.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -522074.375000 Penalty: 796.772095
	Iteration 3Q: 3 clusters Score -522074.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -522170.968750 Penalty: 796.772095
	Iteration 4Q: 3 clusters Score -522171 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -522293.593750 Penalty: 796.772095
	Iteration 5Q: 3 clusters Score -522293.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -522455.562500 Penalty: 796.772095
	Iteration 6F: 3 clusters Score -522455.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -522678.406250 Penalty: 796.772095
	Iteration 7F: 3 clusters Score -522678.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -522998.343750 Penalty: 796.772095
	Iteration 8F: 3 clusters Score -522998.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -523312.937500 Penalty: 796.772095
	Iteration 9F: 3 clusters Score -523312.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -523550.812500 Penalty: 796.772095
	Iteration 10Q: 3 clusters Score -523550.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -523726.718750 Penalty: 796.772095
	Iteration 11Q: 3 clusters Score -523726.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -523874.406250 Penalty: 796.772095
	Iteration 12Q: 3 clusters Score -523874.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -523975.718750 Penalty: 796.772095
	Iteration 13Q: 3 clusters Score -523975.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -524053.031250 Penalty: 796.772095
	Iteration 14Q: 3 clusters Score -524053 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -524101.875000 Penalty: 796.772095
	Iteration 15Q: 3 clusters Score -524101.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -524134.812500 Penalty: 796.772095
	Iteration 16Q: 3 clusters Score -524134.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -524162.937500 Penalty: 796.772095
	Iteration 17Q: 3 clusters Score -524162.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -524177.375000 Penalty: 796.772095
	Iteration 18Q: 3 clusters Score -524177.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -524184.750000 Penalty: 796.772095
	Iteration 19Q: 3 clusters Score -524184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -524194.250000 Penalty: 796.772095
	Iteration 20F: 3 clusters Score -524194.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -524202.718750 Penalty: 796.772095
	Iteration 21Q: 3 clusters Score -524202.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -524214.593750 Penalty: 796.772095
	Iteration 22Q: 3 clusters Score -524214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -524232.531250 Penalty: 796.772095
	Iteration 23Q: 3 clusters Score -524232.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -524244.250000 Penalty: 796.772095
	Iteration 24Q: 3 clusters Score -524244.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -524253.406250 Penalty: 796.772095
	Iteration 25Q: 3 clusters Score -524253.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -524261.593750 Penalty: 796.772095
	Iteration 26Q: 3 clusters Score -524261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -524275.218750 Penalty: 796.772095
	Iteration 27Q: 3 clusters Score -524275.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -524280.375000 Penalty: 796.772095
	Iteration 28Q: 3 clusters Score -524280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -524285.812500 Penalty: 796.772095
	Iteration 29Q: 3 clusters Score -524285.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -524293.062500 Penalty: 796.772095
	Iteration 30Q: 3 clusters Score -524293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -524303.375000 Penalty: 796.772095
	Iteration 31Q: 3 clusters Score -524303.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -524309.625000 Penalty: 796.772095
	Iteration 32Q: 3 clusters Score -524309.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -524318.625000 Penalty: 796.772095
	Iteration 33Q: 3 clusters Score -524318.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -524325.687500 Penalty: 796.772095
	Iteration 34Q: 3 clusters Score -524325.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -524330.937500 Penalty: 796.772095
	Iteration 35Q: 3 clusters Score -524330.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -524333.125000 Penalty: 796.772095
	Iteration 36Q: 3 clusters Score -524333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -524333.000000 Penalty: 796.772095
	Iteration 37Q: 3 clusters Score -524333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -524333.000000 Penalty: 796.772095
	Iteration 38F: 3 clusters Score -524333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -11782.759766 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -11782.76 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 107 members 
Entering Unmasked Estep 
Score: -11521.981445 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -11521.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11627.431641 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -11627.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11643.989258 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -11643.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11646.699219 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -11646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11647.069336 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -11647.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11654.930664 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -11654.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11661.124023 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -11661.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11661.722656 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -11661.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11662.596680 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -11662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11663.862305 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -11663.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11665.818359 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -11665.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11667.557617 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -11667.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11671.789062 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -11671.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11672.664062 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -11672.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11675.285156 Penalty: 494.070465
	Iteration 14Q: 3 clusters Score -11675.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11675.285156 Penalty: 494.070465
	Iteration 15F: 3 clusters Score -11675.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -157914.093750 Penalty: 346.697449
	Iteration 0F: 2 clusters Score -157914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -156449.437500 Penalty: 693.394897
	Iteration 0F: 3 clusters Score -156449.4 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -156932.343750 Penalty: 693.394897
	Iteration 1F: 3 clusters Score -156932.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -157020.406250 Penalty: 693.394897
	Iteration 2F: 3 clusters Score -157020.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -157107.390625 Penalty: 693.394897
	Iteration 3F: 3 clusters Score -157107.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -157184.453125 Penalty: 693.394897
	Iteration 4F: 3 clusters Score -157184.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -157246.781250 Penalty: 693.394897
	Iteration 5Q: 3 clusters Score -157246.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -157305.093750 Penalty: 693.394897
	Iteration 6Q: 3 clusters Score -157305.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -157352.328125 Penalty: 693.394897
	Iteration 7Q: 3 clusters Score -157352.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -157397.250000 Penalty: 693.394897
	Iteration 8Q: 3 clusters Score -157397.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -157449.453125 Penalty: 693.394897
	Iteration 9Q: 3 clusters Score -157449.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157488.828125 Penalty: 693.394897
	Iteration 10Q: 3 clusters Score -157488.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -157519.812500 Penalty: 693.394897
	Iteration 11Q: 3 clusters Score -157519.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -157538.890625 Penalty: 693.394897
	Iteration 12Q: 3 clusters Score -157538.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157549.625000 Penalty: 693.394897
	Iteration 13Q: 3 clusters Score -157549.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -157556.000000 Penalty: 693.394897
	Iteration 14Q: 3 clusters Score -157556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -157560.281250 Penalty: 693.394897
	Iteration 15Q: 3 clusters Score -157560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -157565.078125 Penalty: 693.394897
	Iteration 16Q: 3 clusters Score -157565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -157569.125000 Penalty: 693.394897
	Iteration 17Q: 3 clusters Score -157569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -157573.406250 Penalty: 693.394897
	Iteration 18Q: 3 clusters Score -157573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -157577.984375 Penalty: 693.394897
	Iteration 19Q: 3 clusters Score -157578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -157581.125000 Penalty: 693.394897
	Iteration 20F: 3 clusters Score -157581.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -157583.281250 Penalty: 693.394897
	Iteration 21Q: 3 clusters Score -157583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -157586.609375 Penalty: 693.394897
	Iteration 22Q: 3 clusters Score -157586.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -157590.875000 Penalty: 693.394897
	Iteration 23Q: 3 clusters Score -157590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -157592.218750 Penalty: 693.394897
	Iteration 24Q: 3 clusters Score -157592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -157592.890625 Penalty: 693.394897
	Iteration 25Q: 3 clusters Score -157592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -157593.390625 Penalty: 693.394897
	Iteration 26Q: 3 clusters Score -157593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -157593.625000 Penalty: 693.394897
	Iteration 27Q: 3 clusters Score -157593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157594.234375 Penalty: 693.394897
	Iteration 28Q: 3 clusters Score -157594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -157594.234375 Penalty: 693.394897
	Iteration 29F: 3 clusters Score -157594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17045.068359 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17045.07 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 123 members 
Entering Unmasked Estep 
Score: -16718.019531 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16718.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16802.113281 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16802.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16825.986328 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16825.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16836.562500 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -16836.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16839.447266 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16839.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16839.914062 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16839.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16839.914062 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -16839.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -39282.589844 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -39282.59 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 278 members 
Entering Unmasked Estep 
Score: -38773.996094 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -38774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38877.386719 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -38877.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38895.875000 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -38895.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38912.882812 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -38912.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38925.878906 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -38925.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38934.136719 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -38934.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38941.484375 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -38941.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38951.789062 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -38951.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38968.382812 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -38968.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38981.867188 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -38981.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38987.675781 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -38987.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38993.691406 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -38993.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38997.804688 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -38997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38998.707031 Penalty: 572.701172
	Iteration 13Q: 3 clusters Score -38998.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38998.707031 Penalty: 572.701172
	Iteration 14F: 3 clusters Score -38998.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -152795.250000 Penalty: 343.769867
	Iteration 0F: 2 clusters Score -152795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -151420.781250 Penalty: 687.539734
	Iteration 0F: 3 clusters Score -151420.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -151849.562500 Penalty: 687.539734
	Iteration 1F: 3 clusters Score -151849.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151905.953125 Penalty: 687.539734
	Iteration 2F: 3 clusters Score -151906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -151935.062500 Penalty: 687.539734
	Iteration 3Q: 3 clusters Score -151935.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -151960.718750 Penalty: 687.539734
	Iteration 4Q: 3 clusters Score -151960.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -151989.843750 Penalty: 687.539734
	Iteration 5Q: 3 clusters Score -151989.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152039.406250 Penalty: 687.539734
	Iteration 6Q: 3 clusters Score -152039.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -152090.093750 Penalty: 687.539734
	Iteration 7Q: 3 clusters Score -152090.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -152142.781250 Penalty: 687.539734
	Iteration 8Q: 3 clusters Score -152142.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -152198.625000 Penalty: 687.539734
	Iteration 9Q: 3 clusters Score -152198.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -152265.421875 Penalty: 687.539734
	Iteration 10Q: 3 clusters Score -152265.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -152323.250000 Penalty: 687.539734
	Iteration 11Q: 3 clusters Score -152323.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -152362.890625 Penalty: 687.539734
	Iteration 12Q: 3 clusters Score -152362.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -152387.406250 Penalty: 687.539734
	Iteration 13Q: 3 clusters Score -152387.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152402.765625 Penalty: 687.539734
	Iteration 14Q: 3 clusters Score -152402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -152411.515625 Penalty: 687.539734
	Iteration 15Q: 3 clusters Score -152411.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -152420.593750 Penalty: 687.539734
	Iteration 16Q: 3 clusters Score -152420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -152429.968750 Penalty: 687.539734
	Iteration 17Q: 3 clusters Score -152430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -152435.156250 Penalty: 687.539734
	Iteration 18Q: 3 clusters Score -152435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -152437.875000 Penalty: 687.539734
	Iteration 19Q: 3 clusters Score -152437.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -152441.562500 Penalty: 687.539734
	Iteration 20F: 3 clusters Score -152441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -152445.312500 Penalty: 687.539734
	Iteration 21Q: 3 clusters Score -152445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -152447.656250 Penalty: 687.539734
	Iteration 22Q: 3 clusters Score -152447.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -152449.828125 Penalty: 687.539734
	Iteration 23Q: 3 clusters Score -152449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152450.531250 Penalty: 687.539734
	Iteration 24Q: 3 clusters Score -152450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -152451.609375 Penalty: 687.539734
	Iteration 25Q: 3 clusters Score -152451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -152451.687500 Penalty: 687.539734
	Iteration 26Q: 3 clusters Score -152451.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -152451.687500 Penalty: 687.539734
	Iteration 27F: 3 clusters Score -152451.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (20565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Entering Unmasked Estep 
Score: -1669016.875000 Penalty: 451.876251
	Iteration 0F: 2 clusters Score -1669017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1655589.250000 Penalty: 903.752502
	Iteration 0F: 3 clusters Score -1655589 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1661441.875000 Penalty: 903.752502
	Iteration 1F: 3 clusters Score -1661442 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1662146.125000 Penalty: 903.752502
	Iteration 2F: 3 clusters Score -1662146 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1663130.625000 Penalty: 903.752502
	Iteration 3F: 3 clusters Score -1663131 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1664261.625000 Penalty: 903.752502
	Iteration 4F: 3 clusters Score -1664262 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1665383.875000 Penalty: 903.752502
	Iteration 5F: 3 clusters Score -1665384 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1666466.250000 Penalty: 903.752502
	Iteration 6F: 3 clusters Score -1666466 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1667362.750000 Penalty: 903.752502
	Iteration 7Q: 3 clusters Score -1667363 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1668006.250000 Penalty: 903.752502
	Iteration 8Q: 3 clusters Score -1668006 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -1668338.625000 Penalty: 903.752502
	Iteration 9Q: 3 clusters Score -1668339 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1668494.125000 Penalty: 903.752502
	Iteration 10Q: 3 clusters Score -1668494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1668570.875000 Penalty: 903.752502
	Iteration 11Q: 3 clusters Score -1668571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1668593.000000 Penalty: 903.752502
	Iteration 12Q: 3 clusters Score -1668593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1668611.000000 Penalty: 903.752502
	Iteration 13Q: 3 clusters Score -1668611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1668616.000000 Penalty: 903.752502
	Iteration 14Q: 3 clusters Score -1668616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1668619.875000 Penalty: 903.752502
	Iteration 15Q: 3 clusters Score -1668620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1668621.375000 Penalty: 903.752502
	Iteration 16Q: 3 clusters Score -1668621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -1668625.250000 Penalty: 903.752502
	Iteration 17Q: 3 clusters Score -1668625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1668626.875000 Penalty: 903.752502
	Iteration 18Q: 3 clusters Score -1668627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -1668626.875000 Penalty: 903.752502
	Iteration 19F: 3 clusters Score -1668627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -179585.453125 Penalty: 350.301575
	Iteration 0F: 2 clusters Score -179585.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -178016.093750 Penalty: 700.603149
	Iteration 0F: 3 clusters Score -178016.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -178515.359375 Penalty: 700.603149
	Iteration 1F: 3 clusters Score -178515.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -178595.125000 Penalty: 700.603149
	Iteration 2F: 3 clusters Score -178595.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -178687.562500 Penalty: 700.603149
	Iteration 3F: 3 clusters Score -178687.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -178781.859375 Penalty: 700.603149
	Iteration 4F: 3 clusters Score -178781.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -178867.218750 Penalty: 700.603149
	Iteration 5F: 3 clusters Score -178867.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -178940.328125 Penalty: 700.603149
	Iteration 6Q: 3 clusters Score -178940.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -179002.265625 Penalty: 700.603149
	Iteration 7Q: 3 clusters Score -179002.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -179060.015625 Penalty: 700.603149
	Iteration 8Q: 3 clusters Score -179060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -179123.921875 Penalty: 700.603149
	Iteration 9Q: 3 clusters Score -179123.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -179176.578125 Penalty: 700.603149
	Iteration 10Q: 3 clusters Score -179176.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -179216.093750 Penalty: 700.603149
	Iteration 11Q: 3 clusters Score -179216.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -179230.859375 Penalty: 700.603149
	Iteration 12Q: 3 clusters Score -179230.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -179246.781250 Penalty: 700.603149
	Iteration 13Q: 3 clusters Score -179246.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -179263.296875 Penalty: 700.603149
	Iteration 14Q: 3 clusters Score -179263.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -179277.906250 Penalty: 700.603149
	Iteration 15Q: 3 clusters Score -179277.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -179291.093750 Penalty: 700.603149
	Iteration 16Q: 3 clusters Score -179291.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -179295.906250 Penalty: 700.603149
	Iteration 17Q: 3 clusters Score -179295.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -179301.125000 Penalty: 700.603149
	Iteration 18Q: 3 clusters Score -179301.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -179307.296875 Penalty: 700.603149
	Iteration 19Q: 3 clusters Score -179307.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -179316.031250 Penalty: 700.603149
	Iteration 20F: 3 clusters Score -179316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -179323.937500 Penalty: 700.603149
	Iteration 21Q: 3 clusters Score -179323.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -179330.078125 Penalty: 700.603149
	Iteration 22Q: 3 clusters Score -179330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -179332.375000 Penalty: 700.603149
	Iteration 23Q: 3 clusters Score -179332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -179337.593750 Penalty: 700.603149
	Iteration 24Q: 3 clusters Score -179337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -179341.343750 Penalty: 700.603149
	Iteration 25Q: 3 clusters Score -179341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -179344.562500 Penalty: 700.603149
	Iteration 26Q: 3 clusters Score -179344.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -179348.640625 Penalty: 700.603149
	Iteration 27Q: 3 clusters Score -179348.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -179353.187500 Penalty: 700.603149
	Iteration 28Q: 3 clusters Score -179353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -179354.984375 Penalty: 700.603149
	Iteration 29Q: 3 clusters Score -179355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -179355.890625 Penalty: 700.603149
	Iteration 30Q: 3 clusters Score -179355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179357.968750 Penalty: 700.603149
	Iteration 31Q: 3 clusters Score -179358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -179358.406250 Penalty: 700.603149
	Iteration 32Q: 3 clusters Score -179358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -179358.703125 Penalty: 700.603149
	Iteration 33Q: 3 clusters Score -179358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -179358.781250 Penalty: 700.603149
	Iteration 34Q: 3 clusters Score -179358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -179358.781250 Penalty: 700.603149
	Iteration 35F: 3 clusters Score -179358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -236413.734375 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -236413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -234216.156250 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -234216.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -234895.031250 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -234895 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -234967.593750 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -234967.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -235029.000000 Penalty: 734.082031
	Iteration 3Q: 3 clusters Score -235029 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -235081.453125 Penalty: 734.082031
	Iteration 4Q: 3 clusters Score -235081.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -235129.578125 Penalty: 734.082031
	Iteration 5Q: 3 clusters Score -235129.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -235163.437500 Penalty: 734.082031
	Iteration 6Q: 3 clusters Score -235163.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -235190.796875 Penalty: 734.082031
	Iteration 7Q: 3 clusters Score -235190.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -235219.812500 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -235219.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -235245.218750 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -235245.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -235271.625000 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -235271.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -235298.359375 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -235298.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -235325.468750 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -235325.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -235350.484375 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -235350.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -235365.437500 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -235365.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -235382.390625 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -235382.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -235404.203125 Penalty: 734.082031
	Iteration 16Q: 3 clusters Score -235404.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -235429.828125 Penalty: 734.082031
	Iteration 17Q: 3 clusters Score -235429.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -235466.343750 Penalty: 734.082031
	Iteration 18Q: 3 clusters Score -235466.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -235516.875000 Penalty: 734.082031
	Iteration 19Q: 3 clusters Score -235516.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -235587.531250 Penalty: 734.082031
	Iteration 20F: 3 clusters Score -235587.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -235673.234375 Penalty: 734.082031
	Iteration 21Q: 3 clusters Score -235673.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -235750.343750 Penalty: 734.082031
	Iteration 22Q: 3 clusters Score -235750.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -235828.343750 Penalty: 734.082031
	Iteration 23Q: 3 clusters Score -235828.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -235905.140625 Penalty: 734.082031
	Iteration 24Q: 3 clusters Score -235905.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -235974.203125 Penalty: 734.082031
	Iteration 25Q: 3 clusters Score -235974.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -236015.312500 Penalty: 734.082031
	Iteration 26Q: 3 clusters Score -236015.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -236035.406250 Penalty: 734.082031
	Iteration 27Q: 3 clusters Score -236035.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -236048.062500 Penalty: 734.082031
	Iteration 28Q: 3 clusters Score -236048.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -236057.453125 Penalty: 734.082031
	Iteration 29Q: 3 clusters Score -236057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -236068.531250 Penalty: 734.082031
	Iteration 30Q: 3 clusters Score -236068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -236075.343750 Penalty: 734.082031
	Iteration 31Q: 3 clusters Score -236075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -236080.015625 Penalty: 734.082031
	Iteration 32Q: 3 clusters Score -236080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -236092.562500 Penalty: 734.082031
	Iteration 33Q: 3 clusters Score -236092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -236094.203125 Penalty: 734.082031
	Iteration 34Q: 3 clusters Score -236094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -236094.984375 Penalty: 734.082031
	Iteration 35Q: 3 clusters Score -236095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -236098.515625 Penalty: 734.082031
	Iteration 36Q: 3 clusters Score -236098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -236100.234375 Penalty: 734.082031
	Iteration 37Q: 3 clusters Score -236100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -236100.234375 Penalty: 734.082031
	Iteration 38F: 3 clusters Score -236100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -5806.480957 Penalty: 227.373169
	Iteration 0F: 2 clusters Score -5806.481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5590.394043 Penalty: 454.746338
	Iteration 0F: 3 clusters Score -5590.394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5662.686035 Penalty: 454.746338
	Iteration 1F: 3 clusters Score -5662.686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -5677.878418 Penalty: 454.746338
	Iteration 2F: 3 clusters Score -5677.878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5681.142578 Penalty: 454.746338
	Iteration 3Q: 3 clusters Score -5681.143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5685.545410 Penalty: 454.746338
	Iteration 4Q: 3 clusters Score -5685.545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5686.289551 Penalty: 454.746338
	Iteration 5Q: 3 clusters Score -5686.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5686.289551 Penalty: 454.746338
	Iteration 6F: 3 clusters Score -5686.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -436568.187500 Penalty: 389.994263
	Iteration 0F: 2 clusters Score -436568.2 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 2602 members 
Entering Unmasked Estep 
Score: -433075.406250 Penalty: 779.988525
	Iteration 0F: 3 clusters Score -433075.4 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -434428.093750 Penalty: 779.988525
	Iteration 1F: 3 clusters Score -434428.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -434734.500000 Penalty: 779.988525
	Iteration 2F: 3 clusters Score -434734.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -435145.312500 Penalty: 779.988525
	Iteration 3F: 3 clusters Score -435145.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -435587.562500 Penalty: 779.988525
	Iteration 4F: 3 clusters Score -435587.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -435900.000000 Penalty: 779.988525
	Iteration 5F: 3 clusters Score -435900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -436007.656250 Penalty: 779.988525
	Iteration 6Q: 3 clusters Score -436007.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -436054.750000 Penalty: 779.988525
	Iteration 7Q: 3 clusters Score -436054.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -436077.281250 Penalty: 779.988525
	Iteration 8Q: 3 clusters Score -436077.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -436087.250000 Penalty: 779.988525
	Iteration 9Q: 3 clusters Score -436087.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -436089.937500 Penalty: 779.988525
	Iteration 10Q: 3 clusters Score -436089.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -436099.250000 Penalty: 779.988525
	Iteration 11Q: 3 clusters Score -436099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -436105.312500 Penalty: 779.988525
	Iteration 12Q: 3 clusters Score -436105.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -436114.375000 Penalty: 779.988525
	Iteration 13Q: 3 clusters Score -436114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -436124.406250 Penalty: 779.988525
	Iteration 14Q: 3 clusters Score -436124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -436133.468750 Penalty: 779.988525
	Iteration 15Q: 3 clusters Score -436133.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -436146.281250 Penalty: 779.988525
	Iteration 16Q: 3 clusters Score -436146.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436152.937500 Penalty: 779.988525
	Iteration 17Q: 3 clusters Score -436152.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -436157.218750 Penalty: 779.988525
	Iteration 18Q: 3 clusters Score -436157.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -436156.625000 Penalty: 779.988525
	Iteration 19Q: 3 clusters Score -436156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -436144.031250 Penalty: 779.988525
	Iteration 20F: 3 clusters Score -436144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -436143.500000 Penalty: 779.988525
	Iteration 21Q: 3 clusters Score -436143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -436147.875000 Penalty: 779.988525
	Iteration 22Q: 3 clusters Score -436147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -436148.156250 Penalty: 779.988525
	Iteration 23Q: 3 clusters Score -436148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -436148.156250 Penalty: 779.988525
	Iteration 24F: 3 clusters Score -436148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -65715.218750 Penalty: 312.064697
	Iteration 0F: 2 clusters Score -65715.22 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 470 members 
Entering Unmasked Estep 
Score: -64938.351562 Penalty: 624.129395
	Iteration 0F: 3 clusters Score -64938.35 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65212.898438 Penalty: 624.129395
	Iteration 1F: 3 clusters Score -65212.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -65299.082031 Penalty: 624.129395
	Iteration 2F: 3 clusters Score -65299.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65370.867188 Penalty: 624.129395
	Iteration 3F: 3 clusters Score -65370.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65432.437500 Penalty: 624.129395
	Iteration 4F: 3 clusters Score -65432.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65484.277344 Penalty: 624.129395
	Iteration 5F: 3 clusters Score -65484.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65513.894531 Penalty: 624.129395
	Iteration 6Q: 3 clusters Score -65513.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65530.968750 Penalty: 624.129395
	Iteration 7Q: 3 clusters Score -65530.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65539.812500 Penalty: 624.129395
	Iteration 8Q: 3 clusters Score -65539.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -65543.062500 Penalty: 624.129395
	Iteration 9Q: 3 clusters Score -65543.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65546.343750 Penalty: 624.129395
	Iteration 10Q: 3 clusters Score -65546.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -65548.156250 Penalty: 624.129395
	Iteration 11Q: 3 clusters Score -65548.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65549.226562 Penalty: 624.129395
	Iteration 12Q: 3 clusters Score -65549.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65549.773438 Penalty: 624.129395
	Iteration 13Q: 3 clusters Score -65549.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65550.156250 Penalty: 624.129395
	Iteration 14Q: 3 clusters Score -65550.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65550.210938 Penalty: 624.129395
	Iteration 15Q: 3 clusters Score -65550.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -65550.210938 Penalty: 624.129395
	Iteration 16F: 3 clusters Score -65550.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -1187894.000000 Penalty: 436.001740
	Iteration 0F: 2 clusters Score -1187894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1178302.875000 Penalty: 872.003479
	Iteration 0F: 3 clusters Score -1178303 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1182403.750000 Penalty: 872.003479
	Iteration 1F: 3 clusters Score -1182404 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1182866.500000 Penalty: 872.003479
	Iteration 2F: 3 clusters Score -1182866 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1183615.375000 Penalty: 872.003479
	Iteration 3F: 3 clusters Score -1183615 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1184683.125000 Penalty: 872.003479
	Iteration 4F: 3 clusters Score -1184683 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1185855.125000 Penalty: 872.003479
	Iteration 5F: 3 clusters Score -1185855 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1186765.500000 Penalty: 872.003479
	Iteration 6F: 3 clusters Score -1186766 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1187224.750000 Penalty: 872.003479
	Iteration 7Q: 3 clusters Score -1187225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1187392.500000 Penalty: 872.003479
	Iteration 8Q: 3 clusters Score -1187392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1187452.500000 Penalty: 872.003479
	Iteration 9Q: 3 clusters Score -1187452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1187470.875000 Penalty: 872.003479
	Iteration 10Q: 3 clusters Score -1187471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1187487.875000 Penalty: 872.003479
	Iteration 11Q: 3 clusters Score -1187488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1187494.875000 Penalty: 872.003479
	Iteration 12Q: 3 clusters Score -1187495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1187495.750000 Penalty: 872.003479
	Iteration 13Q: 3 clusters Score -1187496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1187495.750000 Penalty: 872.003479
	Iteration 14F: 3 clusters Score -1187496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Entering Unmasked Estep 
Score: -1444183.250000 Penalty: 445.405975
	Iteration 0F: 2 clusters Score -1444183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1432269.000000 Penalty: 890.811951
	Iteration 0F: 3 clusters Score -1432269 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1437964.625000 Penalty: 890.811951
	Iteration 1F: 3 clusters Score -1437965 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1438743.125000 Penalty: 890.811951
	Iteration 2F: 3 clusters Score -1438743 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1439879.250000 Penalty: 890.811951
	Iteration 3F: 3 clusters Score -1439879 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1441152.625000 Penalty: 890.811951
	Iteration 4F: 3 clusters Score -1441153 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1442328.000000 Penalty: 890.811951
	Iteration 5F: 3 clusters Score -1442328 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1443138.375000 Penalty: 890.811951
	Iteration 6Q: 3 clusters Score -1443138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1443498.750000 Penalty: 890.811951
	Iteration 7Q: 3 clusters Score -1443499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1443664.000000 Penalty: 890.811951
	Iteration 8Q: 3 clusters Score -1443664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1443729.375000 Penalty: 890.811951
	Iteration 9Q: 3 clusters Score -1443729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1443761.125000 Penalty: 890.811951
	Iteration 10Q: 3 clusters Score -1443761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1443780.375000 Penalty: 890.811951
	Iteration 11Q: 3 clusters Score -1443780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -1443794.000000 Penalty: 890.811951
	Iteration 12Q: 3 clusters Score -1443794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1443795.500000 Penalty: 890.811951
	Iteration 13Q: 3 clusters Score -1443796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1443798.375000 Penalty: 890.811951
	Iteration 14Q: 3 clusters Score -1443798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1443802.625000 Penalty: 890.811951
	Iteration 15Q: 3 clusters Score -1443803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1443807.125000 Penalty: 890.811951
	Iteration 16Q: 3 clusters Score -1443807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1443814.000000 Penalty: 890.811951
	Iteration 17Q: 3 clusters Score -1443814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1443818.750000 Penalty: 890.811951
	Iteration 18Q: 3 clusters Score -1443819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1443821.125000 Penalty: 890.811951
	Iteration 19Q: 3 clusters Score -1443821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -1443824.875000 Penalty: 890.811951
	Iteration 20F: 3 clusters Score -1443825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1443826.750000 Penalty: 890.811951
	Iteration 21Q: 3 clusters Score -1443827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1443829.125000 Penalty: 890.811951
	Iteration 22Q: 3 clusters Score -1443829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -1443834.875000 Penalty: 890.811951
	Iteration 23Q: 3 clusters Score -1443835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1443836.875000 Penalty: 890.811951
	Iteration 24Q: 3 clusters Score -1443837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -1443836.875000 Penalty: 890.811951
	Iteration 25F: 3 clusters Score -1443837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -19312.791016 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -19312.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18946.982422 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -18946.98 nChanged 113
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: -19091.974609 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -19091.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19136.722656 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -19136.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19154.986328 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -19154.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19179.054688 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -19179.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19192.455078 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -19192.46 nChanged 9
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: -19208.271484 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -19208.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19215.398438 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -19215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19218.669922 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -19218.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19221.771484 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -19221.77 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: -19227.613281 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -19227.61 nChanged 1
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: -19231.822266 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -19231.82 nChanged 1
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: -19235.238281 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -19235.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19237.029297 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -19237.03 nChanged 3
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: -19250.888672 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -19250.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19264.890625 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -19264.89 nChanged 4
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: -19268.949219 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -19268.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19272.847656 Penalty: 522.904541
	Iteration 17Q: 3 clusters Score -19272.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19274.306641 Penalty: 522.904541
	Iteration 18Q: 3 clusters Score -19274.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19274.306641 Penalty: 522.904541
	Iteration 19F: 3 clusters Score -19274.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12892.863281 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12892.86 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 122 members 
Entering Unmasked Estep 
Score: -12583.653320 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12583.65 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12674.343750 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12674.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12728.432617 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12728.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12743.429688 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12743.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12748.789062 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12748.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12749.286133 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12749.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12749.792969 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -12749.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12749.792969 Penalty: 503.897430
	Iteration 7F: 3 clusters Score -12749.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (23996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Entering Unmasked Estep 
Score: -1956749.125000 Penalty: 458.896759
	Iteration 0F: 2 clusters Score -1956749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1941251.250000 Penalty: 917.793518
	Iteration 0F: 3 clusters Score -1941251 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1947808.500000 Penalty: 917.793518
	Iteration 1F: 3 clusters Score -1947808 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1948162.625000 Penalty: 917.793518
	Iteration 2Q: 3 clusters Score -1948163 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1948635.375000 Penalty: 917.793518
	Iteration 3Q: 3 clusters Score -1948635 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1949422.000000 Penalty: 917.793518
	Iteration 4F: 3 clusters Score -1949422 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1950644.375000 Penalty: 917.793518
	Iteration 5F: 3 clusters Score -1950644 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1952258.375000 Penalty: 917.793518
	Iteration 6F: 3 clusters Score -1952258 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1953824.125000 Penalty: 917.793518
	Iteration 7F: 3 clusters Score -1953824 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1954786.125000 Penalty: 917.793518
	Iteration 8Q: 3 clusters Score -1954786 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1955363.125000 Penalty: 917.793518
	Iteration 9Q: 3 clusters Score -1955363 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1955729.375000 Penalty: 917.793518
	Iteration 10Q: 3 clusters Score -1955729 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1956005.875000 Penalty: 917.793518
	Iteration 11Q: 3 clusters Score -1956006 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1956211.750000 Penalty: 917.793518
	Iteration 12Q: 3 clusters Score -1956212 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1956325.750000 Penalty: 917.793518
	Iteration 13Q: 3 clusters Score -1956326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1956417.000000 Penalty: 917.793518
	Iteration 14Q: 3 clusters Score -1956417 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1956455.125000 Penalty: 917.793518
	Iteration 15Q: 3 clusters Score -1956455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1956476.875000 Penalty: 917.793518
	Iteration 16Q: 3 clusters Score -1956477 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1956474.875000 Penalty: 917.793518
	Iteration 17Q: 3 clusters Score -1956475 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1956488.250000 Penalty: 917.793518
	Iteration 18Q: 3 clusters Score -1956488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1956490.500000 Penalty: 917.793518
	Iteration 19Q: 3 clusters Score -1956490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1956497.250000 Penalty: 917.793518
	Iteration 20F: 3 clusters Score -1956497 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1956499.375000 Penalty: 917.793518
	Iteration 21Q: 3 clusters Score -1956499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1956506.125000 Penalty: 917.793518
	Iteration 22Q: 3 clusters Score -1956506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1956502.375000 Penalty: 917.793518
	Iteration 23Q: 3 clusters Score -1956502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1956502.875000 Penalty: 917.793518
	Iteration 24Q: 3 clusters Score -1956503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1956497.875000 Penalty: 917.793518
	Iteration 25Q: 3 clusters Score -1956498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1956502.750000 Penalty: 917.793518
	Iteration 26Q: 3 clusters Score -1956503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1956501.875000 Penalty: 917.793518
	Iteration 27Q: 3 clusters Score -1956502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1956505.500000 Penalty: 917.793518
	Iteration 28Q: 3 clusters Score -1956506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1956504.375000 Penalty: 917.793518
	Iteration 29Q: 3 clusters Score -1956504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1956516.125000 Penalty: 917.793518
	Iteration 30Q: 3 clusters Score -1956516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1956511.000000 Penalty: 917.793518
	Iteration 31Q: 3 clusters Score -1956511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1956507.375000 Penalty: 917.793518
	Iteration 32Q: 3 clusters Score -1956507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1956509.375000 Penalty: 917.793518
	Iteration 33Q: 3 clusters Score -1956509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1956509.375000 Penalty: 917.793518
	Iteration 34Q: 3 clusters Score -1956509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1956503.875000 Penalty: 917.793518
	Iteration 35Q: 3 clusters Score -1956504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1956509.125000 Penalty: 917.793518
	Iteration 36Q: 3 clusters Score -1956509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1956505.250000 Penalty: 917.793518
	Iteration 37Q: 3 clusters Score -1956505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1956500.625000 Penalty: 917.793518
	Iteration 38Q: 3 clusters Score -1956501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1956502.875000 Penalty: 917.793518
	Iteration 39Q: 3 clusters Score -1956503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1956500.625000 Penalty: 917.793518
	Iteration 40F: 3 clusters Score -1956501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1956501.500000 Penalty: 917.793518
	Iteration 41Q: 3 clusters Score -1956502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1956507.250000 Penalty: 917.793518
	Iteration 42Q: 3 clusters Score -1956507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1956508.000000 Penalty: 917.793518
	Iteration 43Q: 3 clusters Score -1956508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1956512.750000 Penalty: 917.793518
	Iteration 44Q: 3 clusters Score -1956513 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1956514.500000 Penalty: 917.793518
	Iteration 45Q: 3 clusters Score -1956514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1956515.625000 Penalty: 917.793518
	Iteration 46Q: 3 clusters Score -1956516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1956524.125000 Penalty: 917.793518
	Iteration 47Q: 3 clusters Score -1956524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1956522.750000 Penalty: 917.793518
	Iteration 48Q: 3 clusters Score -1956523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1956525.500000 Penalty: 917.793518
	Iteration 49Q: 3 clusters Score -1956526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1956527.750000 Penalty: 917.793518
	Iteration 50Q: 3 clusters Score -1956528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1956525.250000 Penalty: 917.793518
	Iteration 51Q: 3 clusters Score -1956525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1956526.125000 Penalty: 917.793518
	Iteration 52Q: 3 clusters Score -1956526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1956526.375000 Penalty: 917.793518
	Iteration 53Q: 3 clusters Score -1956526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1956524.750000 Penalty: 917.793518
	Iteration 54Q: 3 clusters Score -1956525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1956519.750000 Penalty: 917.793518
	Iteration 55Q: 3 clusters Score -1956520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1956515.500000 Penalty: 917.793518
	Iteration 56Q: 3 clusters Score -1956516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1956515.500000 Penalty: 917.793518
	Iteration 57Q: 3 clusters Score -1956516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1956511.875000 Penalty: 917.793518
	Iteration 58Q: 3 clusters Score -1956512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1956513.375000 Penalty: 917.793518
	Iteration 59Q: 3 clusters Score -1956513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1956517.500000 Penalty: 917.793518
	Iteration 60F: 3 clusters Score -1956518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1956523.625000 Penalty: 917.793518
	Iteration 61Q: 3 clusters Score -1956524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1956514.000000 Penalty: 917.793518
	Iteration 62Q: 3 clusters Score -1956514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1956517.625000 Penalty: 917.793518
	Iteration 63Q: 3 clusters Score -1956518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1956512.375000 Penalty: 917.793518
	Iteration 64Q: 3 clusters Score -1956512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1956506.250000 Penalty: 917.793518
	Iteration 65Q: 3 clusters Score -1956506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1956513.000000 Penalty: 917.793518
	Iteration 66Q: 3 clusters Score -1956513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1956510.250000 Penalty: 917.793518
	Iteration 67Q: 3 clusters Score -1956510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1956514.125000 Penalty: 917.793518
	Iteration 68Q: 3 clusters Score -1956514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1956513.625000 Penalty: 917.793518
	Iteration 69Q: 3 clusters Score -1956514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1956514.125000 Penalty: 917.793518
	Iteration 70Q: 3 clusters Score -1956514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1956509.375000 Penalty: 917.793518
	Iteration 71Q: 3 clusters Score -1956509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1956510.750000 Penalty: 917.793518
	Iteration 72Q: 3 clusters Score -1956511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1956499.500000 Penalty: 917.793518
	Iteration 73Q: 3 clusters Score -1956500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1956507.375000 Penalty: 917.793518
	Iteration 74Q: 3 clusters Score -1956507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1956505.125000 Penalty: 917.793518
	Iteration 75Q: 3 clusters Score -1956505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1956508.250000 Penalty: 917.793518
	Iteration 76Q: 3 clusters Score -1956508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1956509.125000 Penalty: 917.793518
	Iteration 77Q: 3 clusters Score -1956509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1956506.875000 Penalty: 917.793518
	Iteration 78Q: 3 clusters Score -1956507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1956507.000000 Penalty: 917.793518
	Iteration 79Q: 3 clusters Score -1956507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1956508.750000 Penalty: 917.793518
	Iteration 80F: 3 clusters Score -1956509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1956508.750000 Penalty: 917.793518
	Iteration 81Q: 3 clusters Score -1956509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1956509.875000 Penalty: 917.793518
	Iteration 82Q: 3 clusters Score -1956510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1956512.125000 Penalty: 917.793518
	Iteration 83Q: 3 clusters Score -1956512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1956513.625000 Penalty: 917.793518
	Iteration 84Q: 3 clusters Score -1956514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1956511.500000 Penalty: 917.793518
	Iteration 85Q: 3 clusters Score -1956512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1956510.000000 Penalty: 917.793518
	Iteration 86Q: 3 clusters Score -1956510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1956509.625000 Penalty: 917.793518
	Iteration 87Q: 3 clusters Score -1956510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1956512.500000 Penalty: 917.793518
	Iteration 88Q: 3 clusters Score -1956512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1956512.125000 Penalty: 917.793518
	Iteration 89Q: 3 clusters Score -1956512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1956512.125000 Penalty: 917.793518
	Iteration 90F: 3 clusters Score -1956512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (6062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Entering Unmasked Estep 
Score: -473615.812500 Penalty: 396.295685
	Iteration 0F: 2 clusters Score -473615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -469585.156250 Penalty: 792.591370
	Iteration 0F: 3 clusters Score -469585.2 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -471008.343750 Penalty: 792.591370
	Iteration 1F: 3 clusters Score -471008.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -471142.093750 Penalty: 792.591370
	Iteration 2F: 3 clusters Score -471142.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -471266.312500 Penalty: 792.591370
	Iteration 3F: 3 clusters Score -471266.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -471387.562500 Penalty: 792.591370
	Iteration 4Q: 3 clusters Score -471387.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -471511.718750 Penalty: 792.591370
	Iteration 5Q: 3 clusters Score -471511.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -471690.562500 Penalty: 792.591370
	Iteration 6Q: 3 clusters Score -471690.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -471905.937500 Penalty: 792.591370
	Iteration 7F: 3 clusters Score -471905.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -472137.218750 Penalty: 792.591370
	Iteration 8Q: 3 clusters Score -472137.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -472367.062500 Penalty: 792.591370
	Iteration 9Q: 3 clusters Score -472367.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -472560.468750 Penalty: 792.591370
	Iteration 10Q: 3 clusters Score -472560.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -472697.843750 Penalty: 792.591370
	Iteration 11Q: 3 clusters Score -472697.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -472788.593750 Penalty: 792.591370
	Iteration 12Q: 3 clusters Score -472788.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -472873.281250 Penalty: 792.591370
	Iteration 13Q: 3 clusters Score -472873.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -472950.031250 Penalty: 792.591370
	Iteration 14Q: 3 clusters Score -472950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -473007.937500 Penalty: 792.591370
	Iteration 15Q: 3 clusters Score -473007.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -473056.000000 Penalty: 792.591370
	Iteration 16Q: 3 clusters Score -473056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -473108.312500 Penalty: 792.591370
	Iteration 17Q: 3 clusters Score -473108.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -473153.156250 Penalty: 792.591370
	Iteration 18Q: 3 clusters Score -473153.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -473187.375000 Penalty: 792.591370
	Iteration 19Q: 3 clusters Score -473187.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -473210.343750 Penalty: 792.591370
	Iteration 20F: 3 clusters Score -473210.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -473223.312500 Penalty: 792.591370
	Iteration 21Q: 3 clusters Score -473223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -473229.125000 Penalty: 792.591370
	Iteration 22Q: 3 clusters Score -473229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -473236.906250 Penalty: 792.591370
	Iteration 23Q: 3 clusters Score -473236.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -473243.125000 Penalty: 792.591370
	Iteration 24Q: 3 clusters Score -473243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -473249.531250 Penalty: 792.591370
	Iteration 25Q: 3 clusters Score -473249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -473255.156250 Penalty: 792.591370
	Iteration 26Q: 3 clusters Score -473255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -473260.593750 Penalty: 792.591370
	Iteration 27Q: 3 clusters Score -473260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -473264.531250 Penalty: 792.591370
	Iteration 28Q: 3 clusters Score -473264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -473268.093750 Penalty: 792.591370
	Iteration 29Q: 3 clusters Score -473268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -473269.781250 Penalty: 792.591370
	Iteration 30Q: 3 clusters Score -473269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -473269.843750 Penalty: 792.591370
	Iteration 31Q: 3 clusters Score -473269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -473269.843750 Penalty: 792.591370
	Iteration 32F: 3 clusters Score -473269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -70506.664062 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -70506.66 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 442 members 
Entering Unmasked Estep 
Score: -69746.187500 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -69746.19 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69963.664062 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -69963.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70006.742188 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -70006.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70031.390625 Penalty: 620.720764
	Iteration 3F: 3 clusters Score -70031.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70043.367188 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -70043.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70051.632812 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -70051.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70056.500000 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -70056.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70060.968750 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -70060.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70064.507812 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -70064.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -70067.570312 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -70067.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -70070.937500 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -70070.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70074.984375 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -70074.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70077.664062 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -70077.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -70080.421875 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -70080.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -70083.320312 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -70083.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -70087.031250 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -70087.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70093.570312 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -70093.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -70099.234375 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -70099.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -70104.117188 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -70104.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -70110.546875 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -70110.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70115.695312 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -70115.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70119.273438 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -70119.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -70129.054688 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -70129.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70138.679688 Penalty: 620.720764
	Iteration 23Q: 3 clusters Score -70138.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70149.101562 Penalty: 620.720764
	Iteration 24Q: 3 clusters Score -70149.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -70158.125000 Penalty: 620.720764
	Iteration 25Q: 3 clusters Score -70158.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70166.273438 Penalty: 620.720764
	Iteration 26Q: 3 clusters Score -70166.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70174.218750 Penalty: 620.720764
	Iteration 27Q: 3 clusters Score -70174.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -70183.484375 Penalty: 620.720764
	Iteration 28Q: 3 clusters Score -70183.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -70187.195312 Penalty: 620.720764
	Iteration 29Q: 3 clusters Score -70187.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70189.578125 Penalty: 620.720764
	Iteration 30Q: 3 clusters Score -70189.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70191.679688 Penalty: 620.720764
	Iteration 31Q: 3 clusters Score -70191.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70196.570312 Penalty: 620.720764
	Iteration 32Q: 3 clusters Score -70196.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70201.359375 Penalty: 620.720764
	Iteration 33Q: 3 clusters Score -70201.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70203.789062 Penalty: 620.720764
	Iteration 34Q: 3 clusters Score -70203.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70205.156250 Penalty: 620.720764
	Iteration 35Q: 3 clusters Score -70205.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70205.820312 Penalty: 620.720764
	Iteration 36Q: 3 clusters Score -70205.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70206.281250 Penalty: 620.720764
	Iteration 37Q: 3 clusters Score -70206.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70206.453125 Penalty: 620.720764
	Iteration 38Q: 3 clusters Score -70206.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70206.843750 Penalty: 620.720764
	Iteration 39Q: 3 clusters Score -70206.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70206.843750 Penalty: 620.720764
	Iteration 40F: 3 clusters Score -70206.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1033317.750000 Penalty: 429.542725
	Iteration 0F: 2 clusters Score -1033318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1025002.500000 Penalty: 859.085449
	Iteration 0F: 3 clusters Score -1025002 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1028270.312500 Penalty: 859.085449
	Iteration 1F: 3 clusters Score -1028270 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1028525.812500 Penalty: 859.085449
	Iteration 2Q: 3 clusters Score -1028526 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1028914.062500 Penalty: 859.085449
	Iteration 3F: 3 clusters Score -1028914 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1029542.812500 Penalty: 859.085449
	Iteration 4F: 3 clusters Score -1029543 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1030268.187500 Penalty: 859.085449
	Iteration 5F: 3 clusters Score -1030268 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1030727.187500 Penalty: 859.085449
	Iteration 6F: 3 clusters Score -1030727 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1030891.937500 Penalty: 859.085449
	Iteration 7Q: 3 clusters Score -1030892 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1030968.375000 Penalty: 859.085449
	Iteration 8Q: 3 clusters Score -1030968 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1031036.625000 Penalty: 859.085449
	Iteration 9Q: 3 clusters Score -1031037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1031099.812500 Penalty: 859.085449
	Iteration 10Q: 3 clusters Score -1031100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1031180.250000 Penalty: 859.085449
	Iteration 11Q: 3 clusters Score -1031180 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1031286.000000 Penalty: 859.085449
	Iteration 12Q: 3 clusters Score -1031286 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1031381.687500 Penalty: 859.085449
	Iteration 13Q: 3 clusters Score -1031382 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1031502.687500 Penalty: 859.085449
	Iteration 14Q: 3 clusters Score -1031503 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1031624.125000 Penalty: 859.085449
	Iteration 15Q: 3 clusters Score -1031624 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1031779.625000 Penalty: 859.085449
	Iteration 16Q: 3 clusters Score -1031780 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1031964.062500 Penalty: 859.085449
	Iteration 17Q: 3 clusters Score -1031964 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1032134.812500 Penalty: 859.085449
	Iteration 18Q: 3 clusters Score -1032135 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1032275.750000 Penalty: 859.085449
	Iteration 19Q: 3 clusters Score -1032276 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1032394.625000 Penalty: 859.085449
	Iteration 20F: 3 clusters Score -1032395 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1032509.187500 Penalty: 859.085449
	Iteration 21Q: 3 clusters Score -1032509 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1032584.812500 Penalty: 859.085449
	Iteration 22Q: 3 clusters Score -1032585 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1032622.687500 Penalty: 859.085449
	Iteration 23Q: 3 clusters Score -1032623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1032653.062500 Penalty: 859.085449
	Iteration 24Q: 3 clusters Score -1032653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1032664.125000 Penalty: 859.085449
	Iteration 25Q: 3 clusters Score -1032664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1032673.500000 Penalty: 859.085449
	Iteration 26Q: 3 clusters Score -1032674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1032675.062500 Penalty: 859.085449
	Iteration 27Q: 3 clusters Score -1032675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1032675.375000 Penalty: 859.085449
	Iteration 28Q: 3 clusters Score -1032675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1032683.000000 Penalty: 859.085449
	Iteration 29Q: 3 clusters Score -1032683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1032673.437500 Penalty: 859.085449
	Iteration 30Q: 3 clusters Score -1032673 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1032677.375000 Penalty: 859.085449
	Iteration 31Q: 3 clusters Score -1032677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1032675.312500 Penalty: 859.085449
	Iteration 32Q: 3 clusters Score -1032675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1032677.250000 Penalty: 859.085449
	Iteration 33Q: 3 clusters Score -1032677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1032683.250000 Penalty: 859.085449
	Iteration 34Q: 3 clusters Score -1032683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1032685.500000 Penalty: 859.085449
	Iteration 35Q: 3 clusters Score -1032686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1032689.062500 Penalty: 859.085449
	Iteration 36Q: 3 clusters Score -1032689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1032685.812500 Penalty: 859.085449
	Iteration 37Q: 3 clusters Score -1032686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1032687.250000 Penalty: 859.085449
	Iteration 38Q: 3 clusters Score -1032687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1032692.125000 Penalty: 859.085449
	Iteration 39Q: 3 clusters Score -1032692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1032691.000000 Penalty: 859.085449
	Iteration 40F: 3 clusters Score -1032691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1032692.062500 Penalty: 859.085449
	Iteration 41Q: 3 clusters Score -1032692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1032687.312500 Penalty: 859.085449
	Iteration 42Q: 3 clusters Score -1032687 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1032684.812500 Penalty: 859.085449
	Iteration 43Q: 3 clusters Score -1032685 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1032683.625000 Penalty: 859.085449
	Iteration 44Q: 3 clusters Score -1032684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1032688.625000 Penalty: 859.085449
	Iteration 45Q: 3 clusters Score -1032689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1032687.187500 Penalty: 859.085449
	Iteration 46Q: 3 clusters Score -1032687 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1032693.062500 Penalty: 859.085449
	Iteration 47Q: 3 clusters Score -1032693 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1032700.000000 Penalty: 859.085449
	Iteration 48Q: 3 clusters Score -1032700 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1032705.250000 Penalty: 859.085449
	Iteration 49Q: 3 clusters Score -1032705 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1032715.125000 Penalty: 859.085449
	Iteration 50Q: 3 clusters Score -1032715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1032722.500000 Penalty: 859.085449
	Iteration 51Q: 3 clusters Score -1032722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1032730.187500 Penalty: 859.085449
	Iteration 52Q: 3 clusters Score -1032730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1032719.437500 Penalty: 859.085449
	Iteration 53Q: 3 clusters Score -1032719 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1032726.000000 Penalty: 859.085449
	Iteration 54Q: 3 clusters Score -1032726 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1032736.625000 Penalty: 859.085449
	Iteration 55Q: 3 clusters Score -1032737 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1032739.687500 Penalty: 859.085449
	Iteration 56Q: 3 clusters Score -1032740 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1032746.375000 Penalty: 859.085449
	Iteration 57Q: 3 clusters Score -1032746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1032746.937500 Penalty: 859.085449
	Iteration 58Q: 3 clusters Score -1032747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1032744.562500 Penalty: 859.085449
	Iteration 59Q: 3 clusters Score -1032745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1032742.687500 Penalty: 859.085449
	Iteration 60F: 3 clusters Score -1032743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1032749.187500 Penalty: 859.085449
	Iteration 61Q: 3 clusters Score -1032749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1032742.937500 Penalty: 859.085449
	Iteration 62Q: 3 clusters Score -1032743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1032741.250000 Penalty: 859.085449
	Iteration 63Q: 3 clusters Score -1032741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1032741.875000 Penalty: 859.085449
	Iteration 64Q: 3 clusters Score -1032742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1032747.125000 Penalty: 859.085449
	Iteration 65Q: 3 clusters Score -1032747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1032756.312500 Penalty: 859.085449
	Iteration 66Q: 3 clusters Score -1032756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1032760.500000 Penalty: 859.085449
	Iteration 67Q: 3 clusters Score -1032760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1032767.625000 Penalty: 859.085449
	Iteration 68Q: 3 clusters Score -1032768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1032768.750000 Penalty: 859.085449
	Iteration 69Q: 3 clusters Score -1032769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1032779.437500 Penalty: 859.085449
	Iteration 70Q: 3 clusters Score -1032779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1032775.187500 Penalty: 859.085449
	Iteration 71Q: 3 clusters Score -1032775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1032777.375000 Penalty: 859.085449
	Iteration 72Q: 3 clusters Score -1032777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1032778.625000 Penalty: 859.085449
	Iteration 73Q: 3 clusters Score -1032779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1032782.937500 Penalty: 859.085449
	Iteration 74Q: 3 clusters Score -1032783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1032791.687500 Penalty: 859.085449
	Iteration 75Q: 3 clusters Score -1032792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1032798.187500 Penalty: 859.085449
	Iteration 76Q: 3 clusters Score -1032798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1032800.437500 Penalty: 859.085449
	Iteration 77Q: 3 clusters Score -1032800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1032805.625000 Penalty: 859.085449
	Iteration 78Q: 3 clusters Score -1032806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1032810.937500 Penalty: 859.085449
	Iteration 79Q: 3 clusters Score -1032811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1032816.812500 Penalty: 859.085449
	Iteration 80F: 3 clusters Score -1032817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1032822.500000 Penalty: 859.085449
	Iteration 81Q: 3 clusters Score -1032822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1032822.312500 Penalty: 859.085449
	Iteration 82Q: 3 clusters Score -1032822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1032828.375000 Penalty: 859.085449
	Iteration 83Q: 3 clusters Score -1032828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1032828.937500 Penalty: 859.085449
	Iteration 84Q: 3 clusters Score -1032829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1032827.812500 Penalty: 859.085449
	Iteration 85Q: 3 clusters Score -1032828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1032826.812500 Penalty: 859.085449
	Iteration 86Q: 3 clusters Score -1032827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1032828.062500 Penalty: 859.085449
	Iteration 87Q: 3 clusters Score -1032828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1032829.125000 Penalty: 859.085449
	Iteration 88Q: 3 clusters Score -1032829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1032829.312500 Penalty: 859.085449
	Iteration 89Q: 3 clusters Score -1032829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1032830.375000 Penalty: 859.085449
	Iteration 90Q: 3 clusters Score -1032830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1032829.500000 Penalty: 859.085449
	Iteration 91Q: 3 clusters Score -1032830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1032828.812500 Penalty: 859.085449
	Iteration 92Q: 3 clusters Score -1032829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1032829.187500 Penalty: 859.085449
	Iteration 93Q: 3 clusters Score -1032829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1032831.812500 Penalty: 859.085449
	Iteration 94Q: 3 clusters Score -1032832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1032832.250000 Penalty: 859.085449
	Iteration 95Q: 3 clusters Score -1032832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1032826.750000 Penalty: 859.085449
	Iteration 96Q: 3 clusters Score -1032827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1032826.687500 Penalty: 859.085449
	Iteration 97Q: 3 clusters Score -1032827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1032821.812500 Penalty: 859.085449
	Iteration 98Q: 3 clusters Score -1032822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1032812.437500 Penalty: 859.085449
	Iteration 99Q: 3 clusters Score -1032812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1032819.875000 Penalty: 859.085449
	Iteration 100F: 3 clusters Score -1032820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1032822.750000 Penalty: 859.085449
	Iteration 101Q: 3 clusters Score -1032823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1032825.250000 Penalty: 859.085449
	Iteration 102Q: 3 clusters Score -1032825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1032825.812500 Penalty: 859.085449
	Iteration 103Q: 3 clusters Score -1032826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1032831.312500 Penalty: 859.085449
	Iteration 104Q: 3 clusters Score -1032831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1032828.937500 Penalty: 859.085449
	Iteration 105Q: 3 clusters Score -1032829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1032826.125000 Penalty: 859.085449
	Iteration 106Q: 3 clusters Score -1032826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1032826.875000 Penalty: 859.085449
	Iteration 107Q: 3 clusters Score -1032827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1032832.750000 Penalty: 859.085449
	Iteration 108Q: 3 clusters Score -1032833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1032840.125000 Penalty: 859.085449
	Iteration 109Q: 3 clusters Score -1032840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1032849.625000 Penalty: 859.085449
	Iteration 110Q: 3 clusters Score -1032850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1032855.500000 Penalty: 859.085449
	Iteration 111Q: 3 clusters Score -1032856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1032856.750000 Penalty: 859.085449
	Iteration 112Q: 3 clusters Score -1032857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1032859.062500 Penalty: 859.085449
	Iteration 113Q: 3 clusters Score -1032859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1032866.875000 Penalty: 859.085449
	Iteration 114Q: 3 clusters Score -1032867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1032869.187500 Penalty: 859.085449
	Iteration 115Q: 3 clusters Score -1032869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1032871.187500 Penalty: 859.085449
	Iteration 116Q: 3 clusters Score -1032871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1032872.750000 Penalty: 859.085449
	Iteration 117Q: 3 clusters Score -1032873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1032874.187500 Penalty: 859.085449
	Iteration 118Q: 3 clusters Score -1032874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1032878.062500 Penalty: 859.085449
	Iteration 119Q: 3 clusters Score -1032878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1032876.312500 Penalty: 859.085449
	Iteration 120F: 3 clusters Score -1032876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1032878.312500 Penalty: 859.085449
	Iteration 121Q: 3 clusters Score -1032878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1032882.937500 Penalty: 859.085449
	Iteration 122Q: 3 clusters Score -1032883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1032886.437500 Penalty: 859.085449
	Iteration 123Q: 3 clusters Score -1032886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1032887.000000 Penalty: 859.085449
	Iteration 124Q: 3 clusters Score -1032887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1032888.062500 Penalty: 859.085449
	Iteration 125Q: 3 clusters Score -1032888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1032887.625000 Penalty: 859.085449
	Iteration 126Q: 3 clusters Score -1032888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1032880.875000 Penalty: 859.085449
	Iteration 127Q: 3 clusters Score -1032881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1032886.812500 Penalty: 859.085449
	Iteration 128Q: 3 clusters Score -1032887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1032890.312500 Penalty: 859.085449
	Iteration 129Q: 3 clusters Score -1032890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1032891.937500 Penalty: 859.085449
	Iteration 130Q: 3 clusters Score -1032892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1032894.875000 Penalty: 859.085449
	Iteration 131Q: 3 clusters Score -1032895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1032897.500000 Penalty: 859.085449
	Iteration 132Q: 3 clusters Score -1032898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1032895.937500 Penalty: 859.085449
	Iteration 133Q: 3 clusters Score -1032896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1032899.750000 Penalty: 859.085449
	Iteration 134Q: 3 clusters Score -1032900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1032903.062500 Penalty: 859.085449
	Iteration 135Q: 3 clusters Score -1032903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1032902.437500 Penalty: 859.085449
	Iteration 136Q: 3 clusters Score -1032902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1032912.062500 Penalty: 859.085449
	Iteration 137Q: 3 clusters Score -1032912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1032917.562500 Penalty: 859.085449
	Iteration 138Q: 3 clusters Score -1032918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1032919.562500 Penalty: 859.085449
	Iteration 139Q: 3 clusters Score -1032920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1032925.687500 Penalty: 859.085449
	Iteration 140F: 3 clusters Score -1032926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1032929.375000 Penalty: 859.085449
	Iteration 141Q: 3 clusters Score -1032929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1032930.750000 Penalty: 859.085449
	Iteration 142Q: 3 clusters Score -1032931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1032941.312500 Penalty: 859.085449
	Iteration 143Q: 3 clusters Score -1032941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1032951.875000 Penalty: 859.085449
	Iteration 144Q: 3 clusters Score -1032952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1032957.062500 Penalty: 859.085449
	Iteration 145Q: 3 clusters Score -1032957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1032961.937500 Penalty: 859.085449
	Iteration 146Q: 3 clusters Score -1032962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1032963.437500 Penalty: 859.085449
	Iteration 147Q: 3 clusters Score -1032963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1032969.500000 Penalty: 859.085449
	Iteration 148Q: 3 clusters Score -1032970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1032968.562500 Penalty: 859.085449
	Iteration 149Q: 3 clusters Score -1032969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1032967.312500 Penalty: 859.085449
	Iteration 150Q: 3 clusters Score -1032967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1032967.312500 Penalty: 859.085449
	Iteration 151F: 3 clusters Score -1032967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -9331.781250 Penalty: 240.385757
	Iteration 0F: 2 clusters Score -9331.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9059.060547 Penalty: 480.771515
	Iteration 0F: 3 clusters Score -9059.061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9128.903320 Penalty: 480.771515
	Iteration 1F: 3 clusters Score -9128.903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9160.208984 Penalty: 480.771515
	Iteration 2F: 3 clusters Score -9160.209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9182.075195 Penalty: 480.771515
	Iteration 3F: 3 clusters Score -9182.075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9194.662109 Penalty: 480.771515
	Iteration 4Q: 3 clusters Score -9194.662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9201.012695 Penalty: 480.771515
	Iteration 5Q: 3 clusters Score -9201.013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9207.654297 Penalty: 480.771515
	Iteration 6Q: 3 clusters Score -9207.654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9210.826172 Penalty: 480.771515
	Iteration 7Q: 3 clusters Score -9210.826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9211.923828 Penalty: 480.771515
	Iteration 8Q: 3 clusters Score -9211.924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9212.483398 Penalty: 480.771515
	Iteration 9Q: 3 clusters Score -9212.483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9212.830078 Penalty: 480.771515
	Iteration 10Q: 3 clusters Score -9212.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9212.830078 Penalty: 480.771515
	Iteration 11F: 3 clusters Score -9212.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15335.836914 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15335.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15055.236328 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -15055.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15121.421875 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15121.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -15147.666016 Penalty: 493.670471
	Iteration 2F: 3 clusters Score -15147.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15153.476562 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -15153.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15155.320312 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15155.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15155.320312 Penalty: 493.670471
	Iteration 5F: 3 clusters Score -15155.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (30260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Entering Unmasked Estep 
Score: -2429101.000000 Penalty: 469.449982
	Iteration 0F: 2 clusters Score -2429101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2409671.750000 Penalty: 938.899963
	Iteration 0F: 3 clusters Score -2409672 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2418365.750000 Penalty: 938.899963
	Iteration 1F: 3 clusters Score -2418366 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2418980.000000 Penalty: 938.899963
	Iteration 2F: 3 clusters Score -2418980 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2419634.250000 Penalty: 938.899963
	Iteration 3F: 3 clusters Score -2419634 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2420366.750000 Penalty: 938.899963
	Iteration 4F: 3 clusters Score -2420367 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2421188.000000 Penalty: 938.899963
	Iteration 5F: 3 clusters Score -2421188 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2422169.250000 Penalty: 938.899963
	Iteration 6F: 3 clusters Score -2422169 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2423475.500000 Penalty: 938.899963
	Iteration 7F: 3 clusters Score -2423476 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2424854.500000 Penalty: 938.899963
	Iteration 8F: 3 clusters Score -2424854 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2426174.500000 Penalty: 938.899963
	Iteration 9F: 3 clusters Score -2426174 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2427201.250000 Penalty: 938.899963
	Iteration 10Q: 3 clusters Score -2427201 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2427921.750000 Penalty: 938.899963
	Iteration 11Q: 3 clusters Score -2427922 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2428329.000000 Penalty: 938.899963
	Iteration 12Q: 3 clusters Score -2428329 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2428522.500000 Penalty: 938.899963
	Iteration 13Q: 3 clusters Score -2428522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2428605.000000 Penalty: 938.899963
	Iteration 14Q: 3 clusters Score -2428605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2428635.000000 Penalty: 938.899963
	Iteration 15Q: 3 clusters Score -2428635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2428644.750000 Penalty: 938.899963
	Iteration 16Q: 3 clusters Score -2428645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2428652.000000 Penalty: 938.899963
	Iteration 17Q: 3 clusters Score -2428652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2428661.000000 Penalty: 938.899963
	Iteration 18Q: 3 clusters Score -2428661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2428666.000000 Penalty: 938.899963
	Iteration 19Q: 3 clusters Score -2428666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2428666.000000 Penalty: 938.899963
	Iteration 20F: 3 clusters Score -2428666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -9479.833008 Penalty: 250.861008
	Iteration 0F: 2 clusters Score -9479.833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9193.329102 Penalty: 501.722015
	Iteration 0F: 3 clusters Score -9193.329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9299.403320 Penalty: 501.722015
	Iteration 1F: 3 clusters Score -9299.403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9321.618164 Penalty: 501.722015
	Iteration 2F: 3 clusters Score -9321.618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9327.680664 Penalty: 501.722015
	Iteration 3Q: 3 clusters Score -9327.681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9333.979492 Penalty: 501.722015
	Iteration 4Q: 3 clusters Score -9333.979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9340.554688 Penalty: 501.722015
	Iteration 5Q: 3 clusters Score -9340.555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9355.925781 Penalty: 501.722015
	Iteration 6Q: 3 clusters Score -9355.926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9361.907227 Penalty: 501.722015
	Iteration 7Q: 3 clusters Score -9361.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9363.414062 Penalty: 501.722015
	Iteration 8Q: 3 clusters Score -9363.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9363.889648 Penalty: 501.722015
	Iteration 9Q: 3 clusters Score -9363.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9363.889648 Penalty: 501.722015
	Iteration 10F: 3 clusters Score -9363.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (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: -22156.394531 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -22156.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21790.341797 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -21790.34 nChanged 101
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: -21877.892578 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -21877.89 nChanged 20
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: -21898.222656 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -21898.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21915.007812 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -21915.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21928.191406 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -21928.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21935.085938 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -21935.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21940.570312 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -21940.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21946.343750 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -21946.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21947.974609 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -21947.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21948.378906 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -21948.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21949.595703 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -21949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21951.611328 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -21951.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21953.765625 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -21953.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21956.972656 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -21956.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21957.769531 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -21957.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21957.769531 Penalty: 524.632385
	Iteration 15F: 3 clusters Score -21957.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (25302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Entering Unmasked Estep 
Score: -2052777.875000 Penalty: 461.308044
	Iteration 0F: 2 clusters Score -2052778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2036571.875000 Penalty: 922.616089
	Iteration 0F: 3 clusters Score -2036572 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2043747.375000 Penalty: 922.616089
	Iteration 1F: 3 clusters Score -2043747 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2044167.250000 Penalty: 922.616089
	Iteration 2Q: 3 clusters Score -2044167 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2044878.375000 Penalty: 922.616089
	Iteration 3Q: 3 clusters Score -2044878 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2046060.000000 Penalty: 922.616089
	Iteration 4F: 3 clusters Score -2046060 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2047398.750000 Penalty: 922.616089
	Iteration 5F: 3 clusters Score -2047399 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2048160.250000 Penalty: 922.616089
	Iteration 6F: 3 clusters Score -2048160 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2048371.375000 Penalty: 922.616089
	Iteration 7Q: 3 clusters Score -2048371 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2048445.750000 Penalty: 922.616089
	Iteration 8Q: 3 clusters Score -2048446 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2048494.125000 Penalty: 922.616089
	Iteration 9Q: 3 clusters Score -2048494 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2048552.125000 Penalty: 922.616089
	Iteration 10Q: 3 clusters Score -2048552 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2048607.500000 Penalty: 922.616089
	Iteration 11Q: 3 clusters Score -2048608 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2048685.375000 Penalty: 922.616089
	Iteration 12Q: 3 clusters Score -2048685 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2048773.625000 Penalty: 922.616089
	Iteration 13Q: 3 clusters Score -2048774 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2048886.750000 Penalty: 922.616089
	Iteration 14Q: 3 clusters Score -2048887 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2049041.625000 Penalty: 922.616089
	Iteration 15Q: 3 clusters Score -2049042 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2049199.375000 Penalty: 922.616089
	Iteration 16Q: 3 clusters Score -2049199 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2049385.500000 Penalty: 922.616089
	Iteration 17Q: 3 clusters Score -2049386 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2049602.125000 Penalty: 922.616089
	Iteration 18Q: 3 clusters Score -2049602 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2049851.375000 Penalty: 922.616089
	Iteration 19Q: 3 clusters Score -2049851 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2050114.000000 Penalty: 922.616089
	Iteration 20F: 3 clusters Score -2050114 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2050448.000000 Penalty: 922.616089
	Iteration 21Q: 3 clusters Score -2050448 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2050800.750000 Penalty: 922.616089
	Iteration 22Q: 3 clusters Score -2050801 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2051197.125000 Penalty: 922.616089
	Iteration 23Q: 3 clusters Score -2051197 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2051584.375000 Penalty: 922.616089
	Iteration 24Q: 3 clusters Score -2051584 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2051965.375000 Penalty: 922.616089
	Iteration 25Q: 3 clusters Score -2051965 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2052277.375000 Penalty: 922.616089
	Iteration 26Q: 3 clusters Score -2052277 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2052475.875000 Penalty: 922.616089
	Iteration 27Q: 3 clusters Score -2052476 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2052616.625000 Penalty: 922.616089
	Iteration 28Q: 3 clusters Score -2052617 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2052672.750000 Penalty: 922.616089
	Iteration 29Q: 3 clusters Score -2052673 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2052723.000000 Penalty: 922.616089
	Iteration 30Q: 3 clusters Score -2052723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2052748.500000 Penalty: 922.616089
	Iteration 31Q: 3 clusters Score -2052748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2052768.125000 Penalty: 922.616089
	Iteration 32Q: 3 clusters Score -2052768 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2052775.375000 Penalty: 922.616089
	Iteration 33Q: 3 clusters Score -2052775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2052770.750000 Penalty: 922.616089
	Iteration 34Q: 3 clusters Score -2052771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2052768.750000 Penalty: 922.616089
	Iteration 35Q: 3 clusters Score -2052769 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2052781.875000 Penalty: 922.616089
	Iteration 36Q: 3 clusters Score -2052782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2052783.375000 Penalty: 922.616089
	Iteration 37Q: 3 clusters Score -2052783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2052775.500000 Penalty: 922.616089
	Iteration 38Q: 3 clusters Score -2052776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2052773.500000 Penalty: 922.616089
	Iteration 39Q: 3 clusters Score -2052774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2052781.250000 Penalty: 922.616089
	Iteration 40F: 3 clusters Score -2052781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2052779.000000 Penalty: 922.616089
	Iteration 41Q: 3 clusters Score -2052779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2052775.500000 Penalty: 922.616089
	Iteration 42Q: 3 clusters Score -2052776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2052762.500000 Penalty: 922.616089
	Iteration 43Q: 3 clusters Score -2052762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2052749.875000 Penalty: 922.616089
	Iteration 44Q: 3 clusters Score -2052750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2052756.875000 Penalty: 922.616089
	Iteration 45Q: 3 clusters Score -2052757 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2052738.625000 Penalty: 922.616089
	Iteration 46Q: 3 clusters Score -2052739 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2052732.000000 Penalty: 922.616089
	Iteration 47Q: 3 clusters Score -2052732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2052728.000000 Penalty: 922.616089
	Iteration 48Q: 3 clusters Score -2052728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2052709.750000 Penalty: 922.616089
	Iteration 49Q: 3 clusters Score -2052710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2052715.250000 Penalty: 922.616089
	Iteration 50Q: 3 clusters Score -2052715 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2052712.750000 Penalty: 922.616089
	Iteration 51Q: 3 clusters Score -2052713 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2052716.000000 Penalty: 922.616089
	Iteration 52Q: 3 clusters Score -2052716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2052710.375000 Penalty: 922.616089
	Iteration 53Q: 3 clusters Score -2052710 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2052705.375000 Penalty: 922.616089
	Iteration 54Q: 3 clusters Score -2052705 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2052700.375000 Penalty: 922.616089
	Iteration 55Q: 3 clusters Score -2052700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2052694.250000 Penalty: 922.616089
	Iteration 56Q: 3 clusters Score -2052694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2052680.875000 Penalty: 922.616089
	Iteration 57Q: 3 clusters Score -2052681 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2052663.750000 Penalty: 922.616089
	Iteration 58Q: 3 clusters Score -2052664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2052674.375000 Penalty: 922.616089
	Iteration 59Q: 3 clusters Score -2052674 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2052678.625000 Penalty: 922.616089
	Iteration 60F: 3 clusters Score -2052679 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2052664.000000 Penalty: 922.616089
	Iteration 61Q: 3 clusters Score -2052664 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2052660.250000 Penalty: 922.616089
	Iteration 62Q: 3 clusters Score -2052660 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2052651.500000 Penalty: 922.616089
	Iteration 63Q: 3 clusters Score -2052652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2052637.500000 Penalty: 922.616089
	Iteration 64Q: 3 clusters Score -2052638 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2052634.875000 Penalty: 922.616089
	Iteration 65Q: 3 clusters Score -2052635 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2052618.625000 Penalty: 922.616089
	Iteration 66Q: 3 clusters Score -2052619 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2052613.875000 Penalty: 922.616089
	Iteration 67Q: 3 clusters Score -2052614 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2052619.750000 Penalty: 922.616089
	Iteration 68Q: 3 clusters Score -2052620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2052639.000000 Penalty: 922.616089
	Iteration 69Q: 3 clusters Score -2052639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2052628.250000 Penalty: 922.616089
	Iteration 70Q: 3 clusters Score -2052628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2052631.500000 Penalty: 922.616089
	Iteration 71Q: 3 clusters Score -2052632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2052639.250000 Penalty: 922.616089
	Iteration 72Q: 3 clusters Score -2052639 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2052627.500000 Penalty: 922.616089
	Iteration 73Q: 3 clusters Score -2052628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2052616.625000 Penalty: 922.616089
	Iteration 74Q: 3 clusters Score -2052617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2052619.875000 Penalty: 922.616089
	Iteration 75Q: 3 clusters Score -2052620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2052627.125000 Penalty: 922.616089
	Iteration 76Q: 3 clusters Score -2052627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2052634.750000 Penalty: 922.616089
	Iteration 77Q: 3 clusters Score -2052635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2052635.125000 Penalty: 922.616089
	Iteration 78Q: 3 clusters Score -2052635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2052638.875000 Penalty: 922.616089
	Iteration 79Q: 3 clusters Score -2052639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2052634.125000 Penalty: 922.616089
	Iteration 80F: 3 clusters Score -2052634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2052624.875000 Penalty: 922.616089
	Iteration 81Q: 3 clusters Score -2052625 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2052632.625000 Penalty: 922.616089
	Iteration 82Q: 3 clusters Score -2052633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2052630.375000 Penalty: 922.616089
	Iteration 83Q: 3 clusters Score -2052630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2052635.125000 Penalty: 922.616089
	Iteration 84Q: 3 clusters Score -2052635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2052630.625000 Penalty: 922.616089
	Iteration 85Q: 3 clusters Score -2052631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2052625.625000 Penalty: 922.616089
	Iteration 86Q: 3 clusters Score -2052626 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2052619.125000 Penalty: 922.616089
	Iteration 87Q: 3 clusters Score -2052619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2052622.500000 Penalty: 922.616089
	Iteration 88Q: 3 clusters Score -2052622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2052629.500000 Penalty: 922.616089
	Iteration 89Q: 3 clusters Score -2052630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2052631.500000 Penalty: 922.616089
	Iteration 90Q: 3 clusters Score -2052632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2052631.125000 Penalty: 922.616089
	Iteration 91Q: 3 clusters Score -2052631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2052625.125000 Penalty: 922.616089
	Iteration 92Q: 3 clusters Score -2052625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2052621.500000 Penalty: 922.616089
	Iteration 93Q: 3 clusters Score -2052622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2052626.250000 Penalty: 922.616089
	Iteration 94Q: 3 clusters Score -2052626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2052627.500000 Penalty: 922.616089
	Iteration 95Q: 3 clusters Score -2052628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2052622.500000 Penalty: 922.616089
	Iteration 96Q: 3 clusters Score -2052622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2052629.250000 Penalty: 922.616089
	Iteration 97Q: 3 clusters Score -2052629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2052630.500000 Penalty: 922.616089
	Iteration 98Q: 3 clusters Score -2052630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2052631.750000 Penalty: 922.616089
	Iteration 99Q: 3 clusters Score -2052632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2052624.125000 Penalty: 922.616089
	Iteration 100F: 3 clusters Score -2052624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2052619.500000 Penalty: 922.616089
	Iteration 101Q: 3 clusters Score -2052620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2052612.625000 Penalty: 922.616089
	Iteration 102Q: 3 clusters Score -2052613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2052612.250000 Penalty: 922.616089
	Iteration 103Q: 3 clusters Score -2052612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2052608.125000 Penalty: 922.616089
	Iteration 104Q: 3 clusters Score -2052608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2052601.125000 Penalty: 922.616089
	Iteration 105Q: 3 clusters Score -2052601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2052599.500000 Penalty: 922.616089
	Iteration 106Q: 3 clusters Score -2052600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2052600.125000 Penalty: 922.616089
	Iteration 107Q: 3 clusters Score -2052600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2052598.500000 Penalty: 922.616089
	Iteration 108Q: 3 clusters Score -2052598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2052597.500000 Penalty: 922.616089
	Iteration 109Q: 3 clusters Score -2052598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2052594.250000 Penalty: 922.616089
	Iteration 110Q: 3 clusters Score -2052594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2052590.000000 Penalty: 922.616089
	Iteration 111Q: 3 clusters Score -2052590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2052584.875000 Penalty: 922.616089
	Iteration 112Q: 3 clusters Score -2052585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2052586.875000 Penalty: 922.616089
	Iteration 113Q: 3 clusters Score -2052587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2052582.000000 Penalty: 922.616089
	Iteration 114Q: 3 clusters Score -2052582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2052583.500000 Penalty: 922.616089
	Iteration 115Q: 3 clusters Score -2052584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2052583.250000 Penalty: 922.616089
	Iteration 116Q: 3 clusters Score -2052583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2052587.750000 Penalty: 922.616089
	Iteration 117Q: 3 clusters Score -2052588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2052587.500000 Penalty: 922.616089
	Iteration 118Q: 3 clusters Score -2052588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2052585.500000 Penalty: 922.616089
	Iteration 119Q: 3 clusters Score -2052586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2052580.000000 Penalty: 922.616089
	Iteration 120F: 3 clusters Score -2052580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2052580.625000 Penalty: 922.616089
	Iteration 121Q: 3 clusters Score -2052581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2052575.000000 Penalty: 922.616089
	Iteration 122Q: 3 clusters Score -2052575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2052578.750000 Penalty: 922.616089
	Iteration 123Q: 3 clusters Score -2052579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2052574.000000 Penalty: 922.616089
	Iteration 124Q: 3 clusters Score -2052574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2052572.250000 Penalty: 922.616089
	Iteration 125Q: 3 clusters Score -2052572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2052565.625000 Penalty: 922.616089
	Iteration 126Q: 3 clusters Score -2052566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2052563.125000 Penalty: 922.616089
	Iteration 127Q: 3 clusters Score -2052563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2052557.375000 Penalty: 922.616089
	Iteration 128Q: 3 clusters Score -2052557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2052561.625000 Penalty: 922.616089
	Iteration 129Q: 3 clusters Score -2052562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2052559.625000 Penalty: 922.616089
	Iteration 130Q: 3 clusters Score -2052560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2052557.125000 Penalty: 922.616089
	Iteration 131Q: 3 clusters Score -2052557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2052551.500000 Penalty: 922.616089
	Iteration 132Q: 3 clusters Score -2052552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2052554.750000 Penalty: 922.616089
	Iteration 133Q: 3 clusters Score -2052555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2052554.250000 Penalty: 922.616089
	Iteration 134Q: 3 clusters Score -2052554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2052546.875000 Penalty: 922.616089
	Iteration 135Q: 3 clusters Score -2052547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2052545.125000 Penalty: 922.616089
	Iteration 136Q: 3 clusters Score -2052545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2052539.000000 Penalty: 922.616089
	Iteration 137Q: 3 clusters Score -2052539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2052533.125000 Penalty: 922.616089
	Iteration 138Q: 3 clusters Score -2052533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2052531.875000 Penalty: 922.616089
	Iteration 139Q: 3 clusters Score -2052532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2052536.875000 Penalty: 922.616089
	Iteration 140F: 3 clusters Score -2052537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2052538.875000 Penalty: 922.616089
	Iteration 141Q: 3 clusters Score -2052539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2052535.750000 Penalty: 922.616089
	Iteration 142Q: 3 clusters Score -2052536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2052532.000000 Penalty: 922.616089
	Iteration 143Q: 3 clusters Score -2052532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2052535.875000 Penalty: 922.616089
	Iteration 144Q: 3 clusters Score -2052536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2052536.375000 Penalty: 922.616089
	Iteration 145Q: 3 clusters Score -2052536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2052537.000000 Penalty: 922.616089
	Iteration 146Q: 3 clusters Score -2052537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2052538.750000 Penalty: 922.616089
	Iteration 147Q: 3 clusters Score -2052539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2052526.875000 Penalty: 922.616089
	Iteration 148Q: 3 clusters Score -2052527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2052533.625000 Penalty: 922.616089
	Iteration 149Q: 3 clusters Score -2052534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2052532.375000 Penalty: 922.616089
	Iteration 150Q: 3 clusters Score -2052532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2052535.250000 Penalty: 922.616089
	Iteration 151Q: 3 clusters Score -2052535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2052540.500000 Penalty: 922.616089
	Iteration 152Q: 3 clusters Score -2052540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2052540.875000 Penalty: 922.616089
	Iteration 153Q: 3 clusters Score -2052541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2052540.125000 Penalty: 922.616089
	Iteration 154Q: 3 clusters Score -2052540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2052538.875000 Penalty: 922.616089
	Iteration 155Q: 3 clusters Score -2052539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2052535.125000 Penalty: 922.616089
	Iteration 156Q: 3 clusters Score -2052535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2052530.000000 Penalty: 922.616089
	Iteration 157Q: 3 clusters Score -2052530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2052534.750000 Penalty: 922.616089
	Iteration 158Q: 3 clusters Score -2052535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2052534.500000 Penalty: 922.616089
	Iteration 159Q: 3 clusters Score -2052534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2052535.750000 Penalty: 922.616089
	Iteration 160F: 3 clusters Score -2052536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2052535.625000 Penalty: 922.616089
	Iteration 161Q: 3 clusters Score -2052536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2052531.875000 Penalty: 922.616089
	Iteration 162Q: 3 clusters Score -2052532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2052529.875000 Penalty: 922.616089
	Iteration 163Q: 3 clusters Score -2052530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2052532.000000 Penalty: 922.616089
	Iteration 164Q: 3 clusters Score -2052532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2052533.375000 Penalty: 922.616089
	Iteration 165Q: 3 clusters Score -2052533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2052532.625000 Penalty: 922.616089
	Iteration 166Q: 3 clusters Score -2052533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2052535.000000 Penalty: 922.616089
	Iteration 167Q: 3 clusters Score -2052535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2052534.125000 Penalty: 922.616089
	Iteration 168Q: 3 clusters Score -2052534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2052530.125000 Penalty: 922.616089
	Iteration 169Q: 3 clusters Score -2052530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2052529.500000 Penalty: 922.616089
	Iteration 170Q: 3 clusters Score -2052530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2052528.625000 Penalty: 922.616089
	Iteration 171Q: 3 clusters Score -2052529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2052529.125000 Penalty: 922.616089
	Iteration 172Q: 3 clusters Score -2052529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2052531.375000 Penalty: 922.616089
	Iteration 173Q: 3 clusters Score -2052531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2052529.375000 Penalty: 922.616089
	Iteration 174Q: 3 clusters Score -2052529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2052530.375000 Penalty: 922.616089
	Iteration 175Q: 3 clusters Score -2052530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2052530.750000 Penalty: 922.616089
	Iteration 176Q: 3 clusters Score -2052531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2052531.250000 Penalty: 922.616089
	Iteration 177Q: 3 clusters Score -2052531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2052531.750000 Penalty: 922.616089
	Iteration 178Q: 3 clusters Score -2052532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2052529.375000 Penalty: 922.616089
	Iteration 179Q: 3 clusters Score -2052529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2052527.500000 Penalty: 922.616089
	Iteration 180F: 3 clusters Score -2052528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2052525.750000 Penalty: 922.616089
	Iteration 181Q: 3 clusters Score -2052526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2052526.250000 Penalty: 922.616089
	Iteration 182Q: 3 clusters Score -2052526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2052527.750000 Penalty: 922.616089
	Iteration 183Q: 3 clusters Score -2052528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2052528.000000 Penalty: 922.616089
	Iteration 184Q: 3 clusters Score -2052528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2052524.625000 Penalty: 922.616089
	Iteration 185Q: 3 clusters Score -2052525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2052524.500000 Penalty: 922.616089
	Iteration 186Q: 3 clusters Score -2052524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2052520.125000 Penalty: 922.616089
	Iteration 187Q: 3 clusters Score -2052520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2052521.125000 Penalty: 922.616089
	Iteration 188Q: 3 clusters Score -2052521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2052522.375000 Penalty: 922.616089
	Iteration 189Q: 3 clusters Score -2052522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2052521.000000 Penalty: 922.616089
	Iteration 190Q: 3 clusters Score -2052521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2052516.500000 Penalty: 922.616089
	Iteration 191Q: 3 clusters Score -2052516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2052516.125000 Penalty: 922.616089
	Iteration 192Q: 3 clusters Score -2052516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2052513.625000 Penalty: 922.616089
	Iteration 193Q: 3 clusters Score -2052514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2052515.500000 Penalty: 922.616089
	Iteration 194Q: 3 clusters Score -2052516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2052516.000000 Penalty: 922.616089
	Iteration 195Q: 3 clusters Score -2052516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2052517.375000 Penalty: 922.616089
	Iteration 196Q: 3 clusters Score -2052517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2052515.750000 Penalty: 922.616089
	Iteration 197Q: 3 clusters Score -2052516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2052518.750000 Penalty: 922.616089
	Iteration 198Q: 3 clusters Score -2052519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2052514.750000 Penalty: 922.616089
	Iteration 199Q: 3 clusters Score -2052515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2052515.125000 Penalty: 922.616089
	Iteration 200F: 3 clusters Score -2052515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2052511.250000 Penalty: 922.616089
	Iteration 201Q: 3 clusters Score -2052511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2052514.000000 Penalty: 922.616089
	Iteration 202Q: 3 clusters Score -2052514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2052518.625000 Penalty: 922.616089
	Iteration 203Q: 3 clusters Score -2052519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2052518.875000 Penalty: 922.616089
	Iteration 204Q: 3 clusters Score -2052519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2052518.875000 Penalty: 922.616089
	Iteration 205F: 3 clusters Score -2052519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19504 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32075 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15532 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7088 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17829 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13202 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26841 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6347 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2206 members 
Mstep: Class 62 contains 3187 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5278 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17839 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 23996 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12588 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30260 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182872.000000 Penalty: 47552.976562
Iteration 479Q: 80 clusters Score -4.218287e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19502 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21533 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15510 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6365 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7068 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23581 members 
Mstep: Class 33 contains 17825 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2878 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13211 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26848 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6344 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3183 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5353 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24007 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12589 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30175 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182904.000000 Penalty: 47552.976562
Iteration 480F: 80 clusters Score -4.21829e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19501 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21486 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15483 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 7023 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23582 members 
Mstep: Class 33 contains 17822 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13230 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26850 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6342 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1912 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3182 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5442 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18031 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24018 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12591 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30127 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182924.000000 Penalty: 47552.976562
Iteration 481Q: 80 clusters Score -4.218292e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19498 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21462 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15457 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6972 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23583 members 
Mstep: Class 33 contains 17814 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13249 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6470 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26858 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6342 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3181 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5518 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18120 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24022 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12596 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30084 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182904.000000 Penalty: 47552.976562
Iteration 482Q: 80 clusters Score -4.21829e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19503 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32076 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15423 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6913 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23584 members 
Mstep: Class 33 contains 17804 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13305 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26890 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6342 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3180 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5609 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18183 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24023 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12605 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30044 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182928.000000 Penalty: 47552.976562
Iteration 483Q: 80 clusters Score -4.218293e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19511 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21301 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15393 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6863 members 
Mstep: Class 30 contains 508 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23587 members 
Mstep: Class 33 contains 17784 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2879 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13367 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26918 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6360 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1911 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3182 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5719 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18226 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24023 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12613 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30025 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42182980.000000 Penalty: 47552.976562
Iteration 484Q: 80 clusters Score -4.218298e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19516 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21212 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15365 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6783 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23588 members 
Mstep: Class 33 contains 17762 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13435 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6468 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26942 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6383 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1912 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3183 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5829 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18285 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24027 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12611 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30015 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183096.000000 Penalty: 47552.976562
Iteration 485Q: 80 clusters Score -4.21831e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19524 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1959 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21124 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15350 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20710 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6718 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23588 members 
Mstep: Class 33 contains 17753 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13507 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26976 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6396 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1914 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3188 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 5915 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18317 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24036 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12606 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30009 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183064.000000 Penalty: 47552.976562
Iteration 486Q: 80 clusters Score -4.218306e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19530 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15337 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20710 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6633 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23590 members 
Mstep: Class 33 contains 17747 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13576 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26982 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6403 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1917 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3191 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6028 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18357 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24046 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12598 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30004 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183064.000000 Penalty: 47552.976562
Iteration 487Q: 80 clusters Score -4.218306e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19541 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21015 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15310 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6549 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17742 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13671 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26986 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6411 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3190 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6119 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18384 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24057 members 
Mstep: Class 71 contains 6062 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12592 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 29998 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183088.000000 Penalty: 47552.976562
Iteration 488Q: 80 clusters Score -4.218309e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20970 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 1017 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15290 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6462 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17734 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 2880 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13721 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4647 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26985 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6421 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3194 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6262 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18407 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24062 members 
Mstep: Class 71 contains 6061 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12591 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 29997 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183036.000000 Penalty: 47552.976562
Iteration 489Q: 80 clusters Score -4.218304e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19577 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1960 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20907 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15277 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20709 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17725 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13806 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26996 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6428 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3193 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6398 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18439 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24059 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12597 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 29997 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183076.000000 Penalty: 47552.976562
Iteration 490Q: 80 clusters Score -4.218308e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19593 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32074 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1962 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20819 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15254 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6382 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20710 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6230 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17716 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13892 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27021 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6436 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3187 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6564 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18466 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24057 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12599 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 29998 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183184.000000 Penalty: 47552.976562
Iteration 491Q: 80 clusters Score -4.218318e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19611 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20755 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15246 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20708 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17697 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13944 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27026 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6452 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3187 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6740 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18508 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24052 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12605 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 29996 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183180.000000 Penalty: 47552.976562
Iteration 492Q: 80 clusters Score -4.218318e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19630 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 20789 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15260 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6386 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20706 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 5961 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17684 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13915 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4651 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27012 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6466 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 6890 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18550 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24047 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12610 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30005 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 563.401917 but Gain 601.933594
Score: -42183368.000000 Penalty: 46951.042969
Iteration 493Q: 79 clusters Score -4.218337e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19654 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 5842 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17680 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13933 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4650 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 27069 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6478 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3184 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7009 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18579 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24048 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12603 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30019 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183804.000000 Penalty: 46951.042969
Iteration 494Q: 79 clusters Score -4.21838e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19672 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15293 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2060 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 5537 members 
Mstep: Class 30 contains 507 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23592 members 
Mstep: Class 33 contains 17679 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 13954 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26924 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6487 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20565 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3178 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7128 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18605 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24053 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12591 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30035 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183928.000000 Penalty: 46951.042969
Iteration 495Q: 79 clusters Score -4.218393e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19681 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32077 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21732 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15329 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6398 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23593 members 
Mstep: Class 33 contains 17676 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3517 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14001 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26737 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6494 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3175 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7228 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18640 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24063 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12580 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30053 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183888.000000 Penalty: 46951.042969
Iteration 496Q: 79 clusters Score -4.218389e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19689 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32078 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 21913 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15369 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6403 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 20703 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 4986 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23592 members 
Mstep: Class 33 contains 17678 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3516 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14054 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4649 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26571 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6496 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3173 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7314 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18700 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24068 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12573 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30067 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183868.000000 Penalty: 46951.042969
Iteration 497Q: 79 clusters Score -4.218387e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32079 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1965 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22019 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6407 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 20700 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 4720 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17678 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3516 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14154 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26466 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6498 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3165 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7348 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18782 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24073 members 
Mstep: Class 71 contains 6060 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12572 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30084 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183824.000000 Penalty: 46951.042969
Iteration 498Q: 79 clusters Score -4.218382e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32079 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1964 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22133 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15409 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6409 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 20703 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17678 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3516 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14287 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26337 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6495 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3167 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7341 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18876 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24078 members 
Mstep: Class 71 contains 6059 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12570 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30097 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42183912.000000 Penalty: 46951.042969
Iteration 499Q: 79 clusters Score -4.218391e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 19704 members 
Mstep: Class 4 contains 19996 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 32079 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 289 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 284 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 15428 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 6410 members 
Mstep: Class 21 contains 21178 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 20703 members 
Mstep: Class 25 contains 202 members 
Mstep: Class 26 contains 121 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 335 members 
Mstep: Class 29 contains 4243 members 
Mstep: Class 30 contains 506 members 
Mstep: Class 31 contains 17361 members 
Mstep: Class 32 contains 23591 members 
Mstep: Class 33 contains 17681 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 3516 members 
Mstep: Class 36 contains 2881 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 251 members 
Mstep: Class 39 contains 176 members 
Mstep: Class 40 contains 14439 members 
Mstep: Class 41 contains 1839 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 312 members 
Mstep: Class 44 contains 135 members 
Mstep: Class 45 contains 602 members 
Mstep: Class 46 contains 6469 members 
Mstep: Class 47 contains 1301 members 
Mstep: Class 48 contains 244 members 
Mstep: Class 49 contains 590 members 
Mstep: Class 50 contains 26245 members 
Mstep: Class 51 contains 237 members 
Mstep: Class 52 contains 23302 members 
Mstep: Class 53 contains 914 members 
Mstep: Class 54 contains 6491 members 
Mstep: Class 55 contains 228 members 
Mstep: Class 56 contains 2038 members 
Mstep: Class 57 contains 247 members 
Mstep: Class 58 contains 541 members 
Mstep: Class 59 contains 1919 members 
Mstep: Class 60 contains 20564 members 
Mstep: Class 61 contains 2205 members 
Mstep: Class 62 contains 3168 members 
Mstep: Class 63 contains 148 members 
Mstep: Class 64 contains 7313 members 
Mstep: Class 65 contains 952 members 
Mstep: Class 66 contains 14508 members 
Mstep: Class 67 contains 18988 members 
Mstep: Class 68 contains 313 members 
Mstep: Class 69 contains 254 members 
Mstep: Class 70 contains 24083 members 
Mstep: Class 71 contains 6058 members 
Mstep: Class 72 contains 917 members 
Mstep: Class 73 contains 12570 members 
Mstep: Class 74 contains 197 members 
Mstep: Class 75 contains 227 members 
Mstep: Class 76 contains 30134 members 
Mstep: Class 77 contains 248 members 
Mstep: Class 78 contains 319 members 
Mstep: Class 79 contains 25243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42184112.000000 Penalty: 46951.042969
Iteration 500F: 79 clusters Score -4.218411e+07 nChanged 1046
Maximum iterations exceeded
--- Evaluating fit on full set of 1669416 points ---
Entering Unmasked Estep 
Score: -126781448.000000 Penalty: 50850.019531
20->79 Clusters: Score -126781448.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 556472 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 27928 members 
Mstep: Class 3 contains 27810 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 27570 members 
Mstep: Class 6 contains 28007 members 
Mstep: Class 7 contains 27538 members 
Mstep: Class 8 contains 27817 members 
Mstep: Class 9 contains 27923 members 
Mstep: Class 10 contains 27772 members 
Mstep: Class 11 contains 27981 members 
Mstep: Class 12 contains 27749 members 
Mstep: Class 13 contains 27923 members 
Mstep: Class 14 contains 27830 members 
Mstep: Class 15 contains 27755 members 
Mstep: Class 16 contains 27666 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 27914 members 
Mstep: Class 19 contains 28085 members 
Mstep: Class 20 contains 27956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 69.444847 but Gain 601.936523
Score: -33511044.000000 Penalty: 11436.791992
Iteration 0F: 20 clusters Score -3.351104e+07 nChanged 528873
Entering Unmasked Mstep 
Mstep: Class 0 contains 2669 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 648 members 
Mstep: Class 4 contains 261 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 272 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 9 contains 507 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 380 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 91625 members 
Mstep: Class 15 contains 800 members 
Mstep: Class 16 contains 424914 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 9056 members 
Mstep: Class 20 contains 10078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 328.975830 but Gain 601.936523
Score: -39685888.000000 Penalty: 10834.855469
Iteration 1F: 19 clusters Score -3.968589e+07 nChanged 142144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1451 members 
Mstep: Class 2 contains 213 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 145 members 
Mstep: Class 14 contains 172700 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 342947 members 
Mstep: Class 17 contains 728 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 15983 members 
Mstep: Class 20 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 580.193970 but Gain 601.936523
Score: -40074808.000000 Penalty: 10232.918945
Iteration 2F: 18 clusters Score -4.007481e+07 nChanged 117500
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 517 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 580 members 
Mstep: Class 14 contains 189501 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 290232 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 29071 members 
Mstep: Class 20 contains 9923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40546540.000000 Penalty: 10232.918945
Iteration 3F: 18 clusters Score -4.054654e+07 nChanged 145673
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 1998 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 12603 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 69191 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 14 contains 184901 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 208341 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 40426 members 
Mstep: Class 20 contains 27672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41104576.000000 Penalty: 10232.918945
Iteration 4F: 18 clusters Score -4.110458e+07 nChanged 155791
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 2 contains 701 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 9 contains 421 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 132010 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 14 contains 158202 members 
Mstep: Class 15 contains 906 members 
Mstep: Class 16 contains 123739 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 3914 members 
Mstep: Class 19 contains 39131 members 
Mstep: Class 20 contains 73328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41296376.000000 Penalty: 10232.918945
Iteration 5F: 18 clusters Score -4.129638e+07 nChanged 100569
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 21114 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 2607 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 134921 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 14 contains 155651 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 65899 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 42976 members 
Mstep: Class 20 contains 117406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41416600.000000 Penalty: 10232.918945
Iteration 6F: 18 clusters Score -4.14166e+07 nChanged 55653
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 910 members 
Mstep: Class 5 contains 29565 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 4482 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 124458 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 14 contains 155066 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 52192 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 46373 members 
Mstep: Class 20 contains 126878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41455904.000000 Penalty: 10232.918945
Iteration 7F: 18 clusters Score -4.14559e+07 nChanged 33034
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 2 contains 891 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 38794 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 113587 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 14 contains 155654 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 47530 members 
Mstep: Class 17 contains 755 members 
Mstep: Class 18 contains 5861 members 
Mstep: Class 19 contains 48279 members 
Mstep: Class 20 contains 126559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41507924.000000 Penalty: 10232.918945
Iteration 8F: 18 clusters Score -4.150792e+07 nChanged 31981
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 48451 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 11536 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 103410 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 14 contains 154375 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 48420 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 5341 members 
Mstep: Class 19 contains 48191 members 
Mstep: Class 20 contains 121582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41582904.000000 Penalty: 10232.918945
Iteration 9F: 18 clusters Score -4.15829e+07 nChanged 36267
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 57379 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 18948 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 2841 members 
Mstep: Class 11 contains 95287 members 
Mstep: Class 12 contains 564 members 
Mstep: Class 14 contains 148238 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 57521 members 
Mstep: Class 17 contains 807 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 19 contains 46635 members 
Mstep: Class 20 contains 110348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41648812.000000 Penalty: 10232.918945
Iteration 10F: 18 clusters Score -4.164881e+07 nChanged 34378
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 65374 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 27790 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 88590 members 
Mstep: Class 12 contains 567 members 
Mstep: Class 14 contains 139404 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 64080 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 4438 members 
Mstep: Class 19 contains 44314 members 
Mstep: Class 20 contains 102504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41693760.000000 Penalty: 10232.918945
Iteration 11F: 18 clusters Score -4.169376e+07 nChanged 33048
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 939 members 
Mstep: Class 5 contains 72380 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 38726 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 82982 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 14 contains 128359 members 
Mstep: Class 15 contains 7185 members 
Mstep: Class 16 contains 66440 members 
Mstep: Class 17 contains 854 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 41899 members 
Mstep: Class 20 contains 98733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41729512.000000 Penalty: 10232.918945
Iteration 12F: 18 clusters Score -4.172951e+07 nChanged 32896
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 946 members 
Mstep: Class 5 contains 77825 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 52465 members 
Mstep: Class 9 contains 7285 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 78194 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 14 contains 114605 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 67253 members 
Mstep: Class 17 contains 889 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 96331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41759328.000000 Penalty: 10232.918945
Iteration 13F: 18 clusters Score -4.175933e+07 nChanged 31858
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 81634 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 68469 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 74012 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 14 contains 98629 members 
Mstep: Class 15 contains 9287 members 
Mstep: Class 16 contains 67857 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 39212 members 
Mstep: Class 20 contains 94107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41777048.000000 Penalty: 10232.918945
Iteration 14F: 18 clusters Score -4.177705e+07 nChanged 28244
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 85157 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 79702 members 
Mstep: Class 9 contains 10355 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 70063 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 14 contains 87292 members 
Mstep: Class 15 contains 10283 members 
Mstep: Class 16 contains 68437 members 
Mstep: Class 17 contains 972 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 92008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41783084.000000 Penalty: 10232.918945
Iteration 15F: 18 clusters Score -4.178308e+07 nChanged 26676
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 1566 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 89098 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 82629 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 65953 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 14 contains 84031 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 16 contains 68973 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 5372 members 
Mstep: Class 19 contains 37527 members 
Mstep: Class 20 contains 90095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785948.000000 Penalty: 10232.918945
Iteration 16Q: 18 clusters Score -4.178595e+07 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 5 contains 91510 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 81621 members 
Mstep: Class 9 contains 12835 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 11 contains 63318 members 
Mstep: Class 12 contains 600 members 
Mstep: Class 14 contains 84755 members 
Mstep: Class 15 contains 12504 members 
Mstep: Class 16 contains 69295 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 5530 members 
Mstep: Class 19 contains 36628 members 
Mstep: Class 20 contains 88657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41785196.000000 Penalty: 10232.918945
Iteration 17Q: 18 clusters Score -4.17852e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 5 contains 91627 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 81509 members 
Mstep: Class 9 contains 13741 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 62467 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 14 contains 84713 members 
Mstep: Class 15 contains 13736 members 
Mstep: Class 16 contains 69511 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 5658 members 
Mstep: Class 19 contains 36193 members 
Mstep: Class 20 contains 87471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788444.000000 Penalty: 10232.918945
Iteration 18Q: 18 clusters Score -4.178844e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 2 contains 1330 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 91642 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 81548 members 
Mstep: Class 9 contains 14510 members 
Mstep: Class 10 contains 2750 members 
Mstep: Class 11 contains 61733 members 
Mstep: Class 12 contains 589 members 
Mstep: Class 14 contains 84584 members 
Mstep: Class 15 contains 14890 members 
Mstep: Class 16 contains 69754 members 
Mstep: Class 17 contains 1110 members 
Mstep: Class 18 contains 5751 members 
Mstep: Class 19 contains 35763 members 
Mstep: Class 20 contains 86412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41790184.000000 Penalty: 10232.918945
Iteration 19Q: 18 clusters Score -4.179018e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 91501 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 81588 members 
Mstep: Class 9 contains 15147 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 61152 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 14 contains 84491 members 
Mstep: Class 15 contains 15989 members 
Mstep: Class 16 contains 70136 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 5838 members 
Mstep: Class 19 contains 35398 members 
Mstep: Class 20 contains 85329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791272.000000 Penalty: 10232.918945
Iteration 20F: 18 clusters Score -4.179127e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 91314 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 81525 members 
Mstep: Class 9 contains 15708 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 60621 members 
Mstep: Class 12 contains 582 members 
Mstep: Class 14 contains 84521 members 
Mstep: Class 15 contains 16997 members 
Mstep: Class 16 contains 70760 members 
Mstep: Class 17 contains 1109 members 
Mstep: Class 18 contains 5925 members 
Mstep: Class 19 contains 35087 members 
Mstep: Class 20 contains 84103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791396.000000 Penalty: 10232.918945
Iteration 21Q: 18 clusters Score -4.17914e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 1356 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 91035 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 81459 members 
Mstep: Class 9 contains 16247 members 
Mstep: Class 10 contains 2679 members 
Mstep: Class 11 contains 60148 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 14 contains 84545 members 
Mstep: Class 15 contains 17958 members 
Mstep: Class 16 contains 71699 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 6002 members 
Mstep: Class 19 contains 34837 members 
Mstep: Class 20 contains 82613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791228.000000 Penalty: 10232.918945
Iteration 22Q: 18 clusters Score -4.179123e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 1299 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 90649 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 81473 members 
Mstep: Class 9 contains 16771 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 59728 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 14 contains 84469 members 
Mstep: Class 15 contains 18864 members 
Mstep: Class 16 contains 73147 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 34702 members 
Mstep: Class 20 contains 80623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41788612.000000 Penalty: 10232.918945
Iteration 23Q: 18 clusters Score -4.178861e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 90273 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 81473 members 
Mstep: Class 9 contains 17424 members 
Mstep: Class 10 contains 2642 members 
Mstep: Class 11 contains 59311 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 14 contains 84416 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 75491 members 
Mstep: Class 17 contains 1066 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 34590 members 
Mstep: Class 20 contains 77645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41791660.000000 Penalty: 10232.918945
Iteration 24Q: 18 clusters Score -4.179166e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1331 members 
Mstep: Class 3 contains 1238 members 
Mstep: Class 4 contains 1581 members 
Mstep: Class 5 contains 89849 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 81458 members 
Mstep: Class 9 contains 18083 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 58908 members 
Mstep: Class 12 contains 576 members 
Mstep: Class 14 contains 84369 members 
Mstep: Class 15 contains 20469 members 
Mstep: Class 16 contains 77980 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 6256 members 
Mstep: Class 19 contains 34629 members 
Mstep: Class 20 contains 74436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41795132.000000 Penalty: 10232.918945
Iteration 25Q: 18 clusters Score -4.179513e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1323 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 1683 members 
Mstep: Class 5 contains 89419 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 81426 members 
Mstep: Class 9 contains 18681 members 
Mstep: Class 10 contains 2614 members 
Mstep: Class 11 contains 58442 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84333 members 
Mstep: Class 15 contains 21235 members 
Mstep: Class 16 contains 80470 members 
Mstep: Class 17 contains 1001 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 34778 members 
Mstep: Class 20 contains 71275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798724.000000 Penalty: 10232.918945
Iteration 26Q: 18 clusters Score -4.179872e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 88925 members 
Mstep: Class 6 contains 1626 members 
Mstep: Class 7 contains 81324 members 
Mstep: Class 9 contains 19149 members 
Mstep: Class 10 contains 2596 members 
Mstep: Class 11 contains 58035 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84353 members 
Mstep: Class 15 contains 21931 members 
Mstep: Class 16 contains 82977 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 35019 members 
Mstep: Class 20 contains 68211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41810128.000000 Penalty: 10232.918945
Iteration 27Q: 18 clusters Score -4.181013e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 88303 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 81283 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 57722 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 14 contains 84314 members 
Mstep: Class 15 contains 22623 members 
Mstep: Class 16 contains 86928 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 35251 members 
Mstep: Class 20 contains 63870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41818556.000000 Penalty: 10232.918945
Iteration 28Q: 18 clusters Score -4.181856e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 1204 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 87632 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 81253 members 
Mstep: Class 9 contains 19567 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 57524 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84266 members 
Mstep: Class 15 contains 23239 members 
Mstep: Class 16 contains 92535 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 6531 members 
Mstep: Class 19 contains 35604 members 
Mstep: Class 20 contains 58027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41811924.000000 Penalty: 10232.918945
Iteration 29Q: 18 clusters Score -4.181192e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 1204 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 86810 members 
Mstep: Class 6 contains 1652 members 
Mstep: Class 7 contains 81218 members 
Mstep: Class 9 contains 19475 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 57446 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84246 members 
Mstep: Class 15 contains 23840 members 
Mstep: Class 16 contains 97199 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 19 contains 36138 members 
Mstep: Class 20 contains 53132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41806044.000000 Penalty: 10232.918945
Iteration 30Q: 18 clusters Score -4.180604e+07 nChanged 10094
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 85897 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 81189 members 
Mstep: Class 9 contains 19273 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 57353 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84205 members 
Mstep: Class 15 contains 24444 members 
Mstep: Class 16 contains 99625 members 
Mstep: Class 17 contains 923 members 
Mstep: Class 18 contains 6561 members 
Mstep: Class 19 contains 36687 members 
Mstep: Class 20 contains 50701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41802036.000000 Penalty: 10232.918945
Iteration 31Q: 18 clusters Score -4.180204e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 85000 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 81103 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 57217 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84218 members 
Mstep: Class 15 contains 25063 members 
Mstep: Class 16 contains 100502 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 37094 members 
Mstep: Class 20 contains 50040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41799984.000000 Penalty: 10232.918945
Iteration 32Q: 18 clusters Score -4.179998e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 83930 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 81072 members 
Mstep: Class 9 contains 18823 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 57110 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84184 members 
Mstep: Class 15 contains 25841 members 
Mstep: Class 16 contains 100804 members 
Mstep: Class 17 contains 928 members 
Mstep: Class 18 contains 6516 members 
Mstep: Class 19 contains 37422 members 
Mstep: Class 20 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41798256.000000 Penalty: 10232.918945
Iteration 33Q: 18 clusters Score -4.179826e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 82559 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 81050 members 
Mstep: Class 9 contains 18626 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 57111 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84166 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 100876 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 37748 members 
Mstep: Class 20 contains 50152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41796200.000000 Penalty: 10232.918945
Iteration 34Q: 18 clusters Score -4.17962e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 80898 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 80986 members 
Mstep: Class 9 contains 18473 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 57292 members 
Mstep: Class 12 contains 572 members 
Mstep: Class 14 contains 84190 members 
Mstep: Class 15 contains 27722 members 
Mstep: Class 16 contains 100938 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 38124 members 
Mstep: Class 20 contains 50301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793628.000000 Penalty: 10232.918945
Iteration 35Q: 18 clusters Score -4.179363e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 78882 members 
Mstep: Class 6 contains 1716 members 
Mstep: Class 7 contains 80923 members 
Mstep: Class 9 contains 18385 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 57698 members 
Mstep: Class 12 contains 573 members 
Mstep: Class 14 contains 84213 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 100912 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 38530 members 
Mstep: Class 20 contains 50498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41793468.000000 Penalty: 10232.918945
Iteration 36Q: 18 clusters Score -4.179347e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 77243 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 80843 members 
Mstep: Class 9 contains 18302 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 57810 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84265 members 
Mstep: Class 15 contains 29805 members 
Mstep: Class 16 contains 100953 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 38848 members 
Mstep: Class 20 contains 50591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794648.000000 Penalty: 10232.918945
Iteration 37Q: 18 clusters Score -4.179465e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 76004 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 80759 members 
Mstep: Class 9 contains 18253 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 57632 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84318 members 
Mstep: Class 15 contains 30849 members 
Mstep: Class 16 contains 101075 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 39053 members 
Mstep: Class 20 contains 50570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41794524.000000 Penalty: 10232.918945
Iteration 38Q: 18 clusters Score -4.179452e+07 nChanged 4410
Entering ConstructFrom: 
Score: -41794524.000000 Penalty: 10232.918945
Entering ConstructFrom: 
Trying to split cluster 2 (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: -82123.250000 Penalty: 331.521729
	Iteration 0F: 2 clusters Score -82123.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -81089.937500 Penalty: 663.043457
	Iteration 0F: 3 clusters Score -81089.94 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82129.203125 Penalty: 663.043457
	Iteration 1F: 3 clusters Score -82129.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82325.679688 Penalty: 663.043457
	Iteration 2F: 3 clusters Score -82325.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82457.984375 Penalty: 663.043457
	Iteration 3F: 3 clusters Score -82457.98 nChanged 65
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: -82581.359375 Penalty: 663.043457
	Iteration 4Q: 3 clusters Score -82581.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82730.148438 Penalty: 663.043457
	Iteration 5Q: 3 clusters Score -82730.15 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82848.242188 Penalty: 663.043457
	Iteration 6Q: 3 clusters Score -82848.24 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82938.640625 Penalty: 663.043457
	Iteration 7Q: 3 clusters Score -82938.64 nChanged 33
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: -82964.406250 Penalty: 663.043457
	Iteration 8Q: 3 clusters Score -82964.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -82974.500000 Penalty: 663.043457
	Iteration 9Q: 3 clusters Score -82974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -82975.289062 Penalty: 663.043457
	Iteration 10Q: 3 clusters Score -82975.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -82977.476562 Penalty: 663.043457
	Iteration 11Q: 3 clusters Score -82977.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -82978.328125 Penalty: 663.043457
	Iteration 12Q: 3 clusters Score -82978.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -82979.046875 Penalty: 663.043457
	Iteration 13Q: 3 clusters Score -82979.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -82979.539062 Penalty: 663.043457
	Iteration 14Q: 3 clusters Score -82979.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -82979.507812 Penalty: 663.043457
	Iteration 15Q: 3 clusters Score -82979.51 nChanged 1
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: -82979.656250 Penalty: 663.043457
	Iteration 16Q: 3 clusters Score -82979.66 nChanged 0
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: -82979.656250 Penalty: 663.043457
	Iteration 17F: 3 clusters Score -82979.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 74598 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 80694 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Entering Unmasked Estep 
Score: -41794444.000000 Penalty: 10834.855469
Splitting cluster 2 changes total score from -41794524.000000 to -41794444.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -30206.884766 Penalty: 322.522614
	Iteration 0F: 2 clusters Score -30206.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -29430.785156 Penalty: 645.045227
	Iteration 0F: 3 clusters Score -29430.79 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -30670.652344 Penalty: 645.045227
	Iteration 1F: 3 clusters Score -30670.65 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -30850.673828 Penalty: 645.045227
	Iteration 2F: 3 clusters Score -30850.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -30944.878906 Penalty: 645.045227
	Iteration 3F: 3 clusters Score -30944.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -31060.261719 Penalty: 645.045227
	Iteration 4Q: 3 clusters Score -31060.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -31150.185547 Penalty: 645.045227
	Iteration 5Q: 3 clusters Score -31150.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -31251.027344 Penalty: 645.045227
	Iteration 6Q: 3 clusters Score -31251.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -31352.361328 Penalty: 645.045227
	Iteration 7Q: 3 clusters Score -31352.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -31435.787109 Penalty: 645.045227
	Iteration 8Q: 3 clusters Score -31435.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31470.242188 Penalty: 645.045227
	Iteration 9Q: 3 clusters Score -31470.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -31477.708984 Penalty: 645.045227
	Iteration 10Q: 3 clusters Score -31477.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31487.449219 Penalty: 645.045227
	Iteration 11Q: 3 clusters Score -31487.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31491.628906 Penalty: 645.045227
	Iteration 12Q: 3 clusters Score -31491.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -31496.421875 Penalty: 645.045227
	Iteration 13Q: 3 clusters Score -31496.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -31499.533203 Penalty: 645.045227
	Iteration 14Q: 3 clusters Score -31499.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31500.486328 Penalty: 645.045227
	Iteration 15Q: 3 clusters Score -31500.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -31523.244141 Penalty: 645.045227
	Iteration 16F: 3 clusters Score -31523.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -31537.273438 Penalty: 645.045227
	Iteration 17Q: 3 clusters Score -31537.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -31553.009766 Penalty: 645.045227
	Iteration 18Q: 3 clusters Score -31553.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -31564.777344 Penalty: 645.045227
	Iteration 19Q: 3 clusters Score -31564.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -31606.449219 Penalty: 645.045227
	Iteration 20F: 3 clusters Score -31606.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -31708.917969 Penalty: 645.045227
	Iteration 21Q: 3 clusters Score -31708.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -31756.777344 Penalty: 645.045227
	Iteration 22Q: 3 clusters Score -31756.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -31788.175781 Penalty: 645.045227
	Iteration 23Q: 3 clusters Score -31788.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -31959.359375 Penalty: 645.045227
	Iteration 24Q: 3 clusters Score -31959.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32071.222656 Penalty: 645.045227
	Iteration 25Q: 3 clusters Score -32071.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -32103.535156 Penalty: 645.045227
	Iteration 26Q: 3 clusters Score -32103.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32118.193359 Penalty: 645.045227
	Iteration 27Q: 3 clusters Score -32118.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32134.966797 Penalty: 645.045227
	Iteration 28Q: 3 clusters Score -32134.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32150.289062 Penalty: 645.045227
	Iteration 29Q: 3 clusters Score -32150.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -32160.761719 Penalty: 645.045227
	Iteration 30Q: 3 clusters Score -32160.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -32166.111328 Penalty: 645.045227
	Iteration 31Q: 3 clusters Score -32166.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32166.873047 Penalty: 645.045227
	Iteration 32Q: 3 clusters Score -32166.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -32169.361328 Penalty: 645.045227
	Iteration 33F: 3 clusters Score -32169.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -32172.025391 Penalty: 645.045227
	Iteration 34Q: 3 clusters Score -32172.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -32173.726562 Penalty: 645.045227
	Iteration 35Q: 3 clusters Score -32173.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -32174.429688 Penalty: 645.045227
	Iteration 36Q: 3 clusters Score -32174.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32174.580078 Penalty: 645.045227
	Iteration 37Q: 3 clusters Score -32174.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -32174.580078 Penalty: 645.045227
	Iteration 38F: 3 clusters Score -32174.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 74598 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 80694 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Entering Unmasked Estep 
Score: -41795580.000000 Penalty: 10834.855469
Splitting cluster 3 changes total score from -41794524.000000 to -41795580.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -203212.640625 Penalty: 366.783295
	Iteration 0F: 2 clusters Score -203212.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -201070.281250 Penalty: 733.566589
	Iteration 0F: 3 clusters Score -201070.3 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -202830.203125 Penalty: 733.566589
	Iteration 1F: 3 clusters Score -202830.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -204191.703125 Penalty: 733.566589
	Iteration 2F: 3 clusters Score -204191.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -205271.375000 Penalty: 733.566589
	Iteration 3F: 3 clusters Score -205271.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205733.359375 Penalty: 733.566589
	Iteration 4F: 3 clusters Score -205733.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -205863.859375 Penalty: 733.566589
	Iteration 5Q: 3 clusters Score -205863.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -205921.859375 Penalty: 733.566589
	Iteration 6Q: 3 clusters Score -205921.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -205962.468750 Penalty: 733.566589
	Iteration 7Q: 3 clusters Score -205962.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -206004.375000 Penalty: 733.566589
	Iteration 8Q: 3 clusters Score -206004.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -206041.062500 Penalty: 733.566589
	Iteration 9Q: 3 clusters Score -206041.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -206066.562500 Penalty: 733.566589
	Iteration 10Q: 3 clusters Score -206066.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -206077.671875 Penalty: 733.566589
	Iteration 11Q: 3 clusters Score -206077.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206082.703125 Penalty: 733.566589
	Iteration 12Q: 3 clusters Score -206082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -206087.421875 Penalty: 733.566589
	Iteration 13Q: 3 clusters Score -206087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -206091.890625 Penalty: 733.566589
	Iteration 14Q: 3 clusters Score -206091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206092.343750 Penalty: 733.566589
	Iteration 15Q: 3 clusters Score -206092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -206093.187500 Penalty: 733.566589
	Iteration 16Q: 3 clusters Score -206093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -206093.765625 Penalty: 733.566589
	Iteration 17Q: 3 clusters Score -206093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -206093.828125 Penalty: 733.566589
	Iteration 18Q: 3 clusters Score -206093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -206094.078125 Penalty: 733.566589
	Iteration 19Q: 3 clusters Score -206094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206095.156250 Penalty: 733.566589
	Iteration 20F: 3 clusters Score -206095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -206096.250000 Penalty: 733.566589
	Iteration 21Q: 3 clusters Score -206096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206096.343750 Penalty: 733.566589
	Iteration 22Q: 3 clusters Score -206096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -206096.343750 Penalty: 733.566589
	Iteration 23F: 3 clusters Score -206096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 74598 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 80694 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Entering Unmasked Estep 
Score: -41798016.000000 Penalty: 11436.791992
Splitting cluster 4 changes total score from -41794524.000000 to -41798016.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (74598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Entering Unmasked Estep 
Score: -5784111.000000 Penalty: 510.504028
	Iteration 0F: 2 clusters Score -5784111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -5781652.000000 Penalty: 1021.008057
	Iteration 0F: 3 clusters Score -5781652 nChanged 36451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5805404.000000 Penalty: 1021.008057
	Iteration 1F: 3 clusters Score -5805404 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5808629.500000 Penalty: 1021.008057
	Iteration 2F: 3 clusters Score -5808630 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -5813631.500000 Penalty: 1021.008057
	Iteration 3F: 3 clusters Score -5813632 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -5817777.500000 Penalty: 1021.008057
	Iteration 4F: 3 clusters Score -5817778 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -5818987.000000 Penalty: 1021.008057
	Iteration 5Q: 3 clusters Score -5818987 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -5819054.000000 Penalty: 1021.008057
	Iteration 6Q: 3 clusters Score -5819054 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5818649.500000 Penalty: 1021.008057
	Iteration 7Q: 3 clusters Score -5818650 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5818237.500000 Penalty: 1021.008057
	Iteration 8Q: 3 clusters Score -5818238 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5817878.500000 Penalty: 1021.008057
	Iteration 9Q: 3 clusters Score -5817878 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -5817901.000000 Penalty: 1021.008057
	Iteration 10Q: 3 clusters Score -5817901 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -5818174.500000 Penalty: 1021.008057
	Iteration 11Q: 3 clusters Score -5818174 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -5818662.500000 Penalty: 1021.008057
	Iteration 12Q: 3 clusters Score -5818662 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -5819004.000000 Penalty: 1021.008057
	Iteration 13Q: 3 clusters Score -5819004 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5819514.000000 Penalty: 1021.008057
	Iteration 14Q: 3 clusters Score -5819514 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -5819627.000000 Penalty: 1021.008057
	Iteration 15Q: 3 clusters Score -5819627 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -5819695.500000 Penalty: 1021.008057
	Iteration 16Q: 3 clusters Score -5819696 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5819686.000000 Penalty: 1021.008057
	Iteration 17Q: 3 clusters Score -5819686 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5819640.500000 Penalty: 1021.008057
	Iteration 18Q: 3 clusters Score -5819640 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5819596.000000 Penalty: 1021.008057
	Iteration 19Q: 3 clusters Score -5819596 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -5819355.500000 Penalty: 1021.008057
	Iteration 20F: 3 clusters Score -5819356 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -5819205.000000 Penalty: 1021.008057
	Iteration 21Q: 3 clusters Score -5819205 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5818802.000000 Penalty: 1021.008057
	Iteration 22Q: 3 clusters Score -5818802 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5818284.500000 Penalty: 1021.008057
	Iteration 23Q: 3 clusters Score -5818284 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -5817420.500000 Penalty: 1021.008057
	Iteration 24Q: 3 clusters Score -5817420 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5817513.500000 Penalty: 1021.008057
	Iteration 25Q: 3 clusters Score -5817514 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -5817523.000000 Penalty: 1021.008057
	Iteration 26Q: 3 clusters Score -5817523 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5817767.500000 Penalty: 1021.008057
	Iteration 27Q: 3 clusters Score -5817768 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5817772.000000 Penalty: 1021.008057
	Iteration 28Q: 3 clusters Score -5817772 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5817798.000000 Penalty: 1021.008057
	Iteration 29Q: 3 clusters Score -5817798 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5817710.000000 Penalty: 1021.008057
	Iteration 30Q: 3 clusters Score -5817710 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -5817376.500000 Penalty: 1021.008057
	Iteration 31Q: 3 clusters Score -5817376 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5817079.500000 Penalty: 1021.008057
	Iteration 32Q: 3 clusters Score -5817080 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5816805.000000 Penalty: 1021.008057
	Iteration 33Q: 3 clusters Score -5816805 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -5816431.000000 Penalty: 1021.008057
	Iteration 34Q: 3 clusters Score -5816431 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -5816221.500000 Penalty: 1021.008057
	Iteration 35Q: 3 clusters Score -5816222 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -5816139.000000 Penalty: 1021.008057
	Iteration 36Q: 3 clusters Score -5816139 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -5816024.000000 Penalty: 1021.008057
	Iteration 37Q: 3 clusters Score -5816024 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5815973.500000 Penalty: 1021.008057
	Iteration 38Q: 3 clusters Score -5815974 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5815880.500000 Penalty: 1021.008057
	Iteration 39Q: 3 clusters Score -5815880 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -5815995.000000 Penalty: 1021.008057
	Iteration 40F: 3 clusters Score -5815995 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -5815868.500000 Penalty: 1021.008057
	Iteration 41Q: 3 clusters Score -5815868 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5815808.000000 Penalty: 1021.008057
	Iteration 42Q: 3 clusters Score -5815808 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -5815772.000000 Penalty: 1021.008057
	Iteration 43Q: 3 clusters Score -5815772 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5815730.000000 Penalty: 1021.008057
	Iteration 44Q: 3 clusters Score -5815730 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -5815684.500000 Penalty: 1021.008057
	Iteration 45Q: 3 clusters Score -5815684 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -5815702.500000 Penalty: 1021.008057
	Iteration 46Q: 3 clusters Score -5815702 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -5815666.500000 Penalty: 1021.008057
	Iteration 47Q: 3 clusters Score -5815666 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5815657.000000 Penalty: 1021.008057
	Iteration 48Q: 3 clusters Score -5815657 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -5815674.000000 Penalty: 1021.008057
	Iteration 49Q: 3 clusters Score -5815674 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5815804.500000 Penalty: 1021.008057
	Iteration 50Q: 3 clusters Score -5815804 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5815823.500000 Penalty: 1021.008057
	Iteration 51Q: 3 clusters Score -5815824 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5815957.500000 Penalty: 1021.008057
	Iteration 52Q: 3 clusters Score -5815958 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -5816061.500000 Penalty: 1021.008057
	Iteration 53Q: 3 clusters Score -5816062 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -5816185.500000 Penalty: 1021.008057
	Iteration 54Q: 3 clusters Score -5816186 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5816316.500000 Penalty: 1021.008057
	Iteration 55Q: 3 clusters Score -5816316 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5816386.000000 Penalty: 1021.008057
	Iteration 56Q: 3 clusters Score -5816386 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5816551.500000 Penalty: 1021.008057
	Iteration 57Q: 3 clusters Score -5816552 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5816696.000000 Penalty: 1021.008057
	Iteration 58Q: 3 clusters Score -5816696 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5816831.000000 Penalty: 1021.008057
	Iteration 59Q: 3 clusters Score -5816831 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5816960.000000 Penalty: 1021.008057
	Iteration 60F: 3 clusters Score -5816960 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -5817164.500000 Penalty: 1021.008057
	Iteration 61Q: 3 clusters Score -5817164 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -5817101.000000 Penalty: 1021.008057
	Iteration 62Q: 3 clusters Score -5817101 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5817200.500000 Penalty: 1021.008057
	Iteration 63Q: 3 clusters Score -5817200 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5817256.500000 Penalty: 1021.008057
	Iteration 64Q: 3 clusters Score -5817256 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -5817364.500000 Penalty: 1021.008057
	Iteration 65Q: 3 clusters Score -5817364 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5817399.500000 Penalty: 1021.008057
	Iteration 66Q: 3 clusters Score -5817400 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -5817397.500000 Penalty: 1021.008057
	Iteration 67Q: 3 clusters Score -5817398 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5817465.500000 Penalty: 1021.008057
	Iteration 68Q: 3 clusters Score -5817466 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -5817547.500000 Penalty: 1021.008057
	Iteration 69Q: 3 clusters Score -5817548 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5817619.500000 Penalty: 1021.008057
	Iteration 70Q: 3 clusters Score -5817620 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5817714.500000 Penalty: 1021.008057
	Iteration 71Q: 3 clusters Score -5817714 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5817774.500000 Penalty: 1021.008057
	Iteration 72Q: 3 clusters Score -5817774 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -5817783.500000 Penalty: 1021.008057
	Iteration 73Q: 3 clusters Score -5817784 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5817887.000000 Penalty: 1021.008057
	Iteration 74Q: 3 clusters Score -5817887 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5817914.500000 Penalty: 1021.008057
	Iteration 75Q: 3 clusters Score -5817914 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5818003.000000 Penalty: 1021.008057
	Iteration 76Q: 3 clusters Score -5818003 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5818007.000000 Penalty: 1021.008057
	Iteration 77Q: 3 clusters Score -5818007 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -5818060.500000 Penalty: 1021.008057
	Iteration 78Q: 3 clusters Score -5818060 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5818101.500000 Penalty: 1021.008057
	Iteration 79Q: 3 clusters Score -5818102 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5818186.000000 Penalty: 1021.008057
	Iteration 80F: 3 clusters Score -5818186 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5818270.500000 Penalty: 1021.008057
	Iteration 81Q: 3 clusters Score -5818270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -5818304.500000 Penalty: 1021.008057
	Iteration 82Q: 3 clusters Score -5818304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5818350.000000 Penalty: 1021.008057
	Iteration 83Q: 3 clusters Score -5818350 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -5818394.500000 Penalty: 1021.008057
	Iteration 84Q: 3 clusters Score -5818394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5818414.000000 Penalty: 1021.008057
	Iteration 85Q: 3 clusters Score -5818414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5818482.500000 Penalty: 1021.008057
	Iteration 86Q: 3 clusters Score -5818482 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5818488.500000 Penalty: 1021.008057
	Iteration 87Q: 3 clusters Score -5818488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5818510.000000 Penalty: 1021.008057
	Iteration 88Q: 3 clusters Score -5818510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -5818543.000000 Penalty: 1021.008057
	Iteration 89Q: 3 clusters Score -5818543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -5818560.500000 Penalty: 1021.008057
	Iteration 90Q: 3 clusters Score -5818560 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -5818578.000000 Penalty: 1021.008057
	Iteration 91Q: 3 clusters Score -5818578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -5818603.500000 Penalty: 1021.008057
	Iteration 92Q: 3 clusters Score -5818604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -5818650.500000 Penalty: 1021.008057
	Iteration 93Q: 3 clusters Score -5818650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5818647.500000 Penalty: 1021.008057
	Iteration 94Q: 3 clusters Score -5818648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5818667.500000 Penalty: 1021.008057
	Iteration 95Q: 3 clusters Score -5818668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -5818668.500000 Penalty: 1021.008057
	Iteration 96Q: 3 clusters Score -5818668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5818675.500000 Penalty: 1021.008057
	Iteration 97Q: 3 clusters Score -5818676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5818663.000000 Penalty: 1021.008057
	Iteration 98Q: 3 clusters Score -5818663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -5818679.000000 Penalty: 1021.008057
	Iteration 99Q: 3 clusters Score -5818679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5818692.500000 Penalty: 1021.008057
	Iteration 100F: 3 clusters Score -5818692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5818714.500000 Penalty: 1021.008057
	Iteration 101Q: 3 clusters Score -5818714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -5818713.000000 Penalty: 1021.008057
	Iteration 102Q: 3 clusters Score -5818713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -5818711.000000 Penalty: 1021.008057
	Iteration 103Q: 3 clusters Score -5818711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -5818712.500000 Penalty: 1021.008057
	Iteration 104Q: 3 clusters Score -5818712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5818709.000000 Penalty: 1021.008057
	Iteration 105Q: 3 clusters Score -5818709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5818723.000000 Penalty: 1021.008057
	Iteration 106Q: 3 clusters Score -5818723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5818723.500000 Penalty: 1021.008057
	Iteration 107Q: 3 clusters Score -5818724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -5818752.000000 Penalty: 1021.008057
	Iteration 108Q: 3 clusters Score -5818752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5818771.500000 Penalty: 1021.008057
	Iteration 109Q: 3 clusters Score -5818772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5818788.500000 Penalty: 1021.008057
	Iteration 110Q: 3 clusters Score -5818788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5818819.000000 Penalty: 1021.008057
	Iteration 111Q: 3 clusters Score -5818819 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5818806.500000 Penalty: 1021.008057
	Iteration 112Q: 3 clusters Score -5818806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5818822.500000 Penalty: 1021.008057
	Iteration 113Q: 3 clusters Score -5818822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -5818819.000000 Penalty: 1021.008057
	Iteration 114Q: 3 clusters Score -5818819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5818827.500000 Penalty: 1021.008057
	Iteration 115Q: 3 clusters Score -5818828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -5818834.000000 Penalty: 1021.008057
	Iteration 116Q: 3 clusters Score -5818834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -5818844.500000 Penalty: 1021.008057
	Iteration 117Q: 3 clusters Score -5818844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -5818830.500000 Penalty: 1021.008057
	Iteration 118Q: 3 clusters Score -5818830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5818852.000000 Penalty: 1021.008057
	Iteration 119Q: 3 clusters Score -5818852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5818860.500000 Penalty: 1021.008057
	Iteration 120F: 3 clusters Score -5818860 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5818877.500000 Penalty: 1021.008057
	Iteration 121Q: 3 clusters Score -5818878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5818882.000000 Penalty: 1021.008057
	Iteration 122Q: 3 clusters Score -5818882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -5818960.000000 Penalty: 1021.008057
	Iteration 123Q: 3 clusters Score -5818960 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5818949.000000 Penalty: 1021.008057
	Iteration 124Q: 3 clusters Score -5818949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5818976.500000 Penalty: 1021.008057
	Iteration 125Q: 3 clusters Score -5818976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5818977.000000 Penalty: 1021.008057
	Iteration 126Q: 3 clusters Score -5818977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5818998.000000 Penalty: 1021.008057
	Iteration 127Q: 3 clusters Score -5818998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5819032.000000 Penalty: 1021.008057
	Iteration 128Q: 3 clusters Score -5819032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -5819062.500000 Penalty: 1021.008057
	Iteration 129Q: 3 clusters Score -5819062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -5819081.500000 Penalty: 1021.008057
	Iteration 130Q: 3 clusters Score -5819082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5819093.500000 Penalty: 1021.008057
	Iteration 131Q: 3 clusters Score -5819094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5819103.000000 Penalty: 1021.008057
	Iteration 132Q: 3 clusters Score -5819103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5819118.500000 Penalty: 1021.008057
	Iteration 133Q: 3 clusters Score -5819118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5819147.500000 Penalty: 1021.008057
	Iteration 134Q: 3 clusters Score -5819148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5819157.000000 Penalty: 1021.008057
	Iteration 135Q: 3 clusters Score -5819157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -5819181.000000 Penalty: 1021.008057
	Iteration 136Q: 3 clusters Score -5819181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5819191.500000 Penalty: 1021.008057
	Iteration 137Q: 3 clusters Score -5819192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5819214.000000 Penalty: 1021.008057
	Iteration 138Q: 3 clusters Score -5819214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -5819216.500000 Penalty: 1021.008057
	Iteration 139Q: 3 clusters Score -5819216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5819212.500000 Penalty: 1021.008057
	Iteration 140F: 3 clusters Score -5819212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5819198.500000 Penalty: 1021.008057
	Iteration 141Q: 3 clusters Score -5819198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5819209.000000 Penalty: 1021.008057
	Iteration 142Q: 3 clusters Score -5819209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -5819215.000000 Penalty: 1021.008057
	Iteration 143Q: 3 clusters Score -5819215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5819198.000000 Penalty: 1021.008057
	Iteration 144Q: 3 clusters Score -5819198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5819219.000000 Penalty: 1021.008057
	Iteration 145Q: 3 clusters Score -5819219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -5819215.000000 Penalty: 1021.008057
	Iteration 146Q: 3 clusters Score -5819215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5819245.000000 Penalty: 1021.008057
	Iteration 147Q: 3 clusters Score -5819245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5819235.500000 Penalty: 1021.008057
	Iteration 148Q: 3 clusters Score -5819236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -5819251.500000 Penalty: 1021.008057
	Iteration 149Q: 3 clusters Score -5819252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5819275.000000 Penalty: 1021.008057
	Iteration 150Q: 3 clusters Score -5819275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5819298.000000 Penalty: 1021.008057
	Iteration 151Q: 3 clusters Score -5819298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -5819291.500000 Penalty: 1021.008057
	Iteration 152Q: 3 clusters Score -5819292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5819292.000000 Penalty: 1021.008057
	Iteration 153Q: 3 clusters Score -5819292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -5819313.500000 Penalty: 1021.008057
	Iteration 154Q: 3 clusters Score -5819314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5819305.000000 Penalty: 1021.008057
	Iteration 155Q: 3 clusters Score -5819305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5819311.500000 Penalty: 1021.008057
	Iteration 156Q: 3 clusters Score -5819312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5819303.000000 Penalty: 1021.008057
	Iteration 157Q: 3 clusters Score -5819303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5819327.000000 Penalty: 1021.008057
	Iteration 158Q: 3 clusters Score -5819327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5819314.500000 Penalty: 1021.008057
	Iteration 159Q: 3 clusters Score -5819314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5819317.500000 Penalty: 1021.008057
	Iteration 160F: 3 clusters Score -5819318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5819328.000000 Penalty: 1021.008057
	Iteration 161Q: 3 clusters Score -5819328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5819344.000000 Penalty: 1021.008057
	Iteration 162Q: 3 clusters Score -5819344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5819335.500000 Penalty: 1021.008057
	Iteration 163Q: 3 clusters Score -5819336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5819336.500000 Penalty: 1021.008057
	Iteration 164Q: 3 clusters Score -5819336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -5819335.000000 Penalty: 1021.008057
	Iteration 165Q: 3 clusters Score -5819335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5819349.000000 Penalty: 1021.008057
	Iteration 166Q: 3 clusters Score -5819349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5819337.000000 Penalty: 1021.008057
	Iteration 167Q: 3 clusters Score -5819337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5819328.000000 Penalty: 1021.008057
	Iteration 168Q: 3 clusters Score -5819328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5819335.500000 Penalty: 1021.008057
	Iteration 169Q: 3 clusters Score -5819336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5819361.000000 Penalty: 1021.008057
	Iteration 170Q: 3 clusters Score -5819361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5819388.000000 Penalty: 1021.008057
	Iteration 171Q: 3 clusters Score -5819388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5819382.500000 Penalty: 1021.008057
	Iteration 172Q: 3 clusters Score -5819382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5819346.000000 Penalty: 1021.008057
	Iteration 173Q: 3 clusters Score -5819346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5819354.000000 Penalty: 1021.008057
	Iteration 174Q: 3 clusters Score -5819354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5819356.000000 Penalty: 1021.008057
	Iteration 175Q: 3 clusters Score -5819356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5819393.500000 Penalty: 1021.008057
	Iteration 176Q: 3 clusters Score -5819394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -5819358.500000 Penalty: 1021.008057
	Iteration 177Q: 3 clusters Score -5819358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5819405.500000 Penalty: 1021.008057
	Iteration 178Q: 3 clusters Score -5819406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5819410.000000 Penalty: 1021.008057
	Iteration 179Q: 3 clusters Score -5819410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5819408.000000 Penalty: 1021.008057
	Iteration 180F: 3 clusters Score -5819408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5819431.000000 Penalty: 1021.008057
	Iteration 181Q: 3 clusters Score -5819431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5819437.500000 Penalty: 1021.008057
	Iteration 182Q: 3 clusters Score -5819438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5819437.500000 Penalty: 1021.008057
	Iteration 183Q: 3 clusters Score -5819438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -5819448.000000 Penalty: 1021.008057
	Iteration 184Q: 3 clusters Score -5819448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -5819455.000000 Penalty: 1021.008057
	Iteration 185Q: 3 clusters Score -5819455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5819461.500000 Penalty: 1021.008057
	Iteration 186Q: 3 clusters Score -5819462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5819479.500000 Penalty: 1021.008057
	Iteration 187Q: 3 clusters Score -5819480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -5819473.000000 Penalty: 1021.008057
	Iteration 188Q: 3 clusters Score -5819473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -5819480.500000 Penalty: 1021.008057
	Iteration 189Q: 3 clusters Score -5819480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5819486.000000 Penalty: 1021.008057
	Iteration 190Q: 3 clusters Score -5819486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5819503.500000 Penalty: 1021.008057
	Iteration 191Q: 3 clusters Score -5819504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5819520.000000 Penalty: 1021.008057
	Iteration 192Q: 3 clusters Score -5819520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5819506.500000 Penalty: 1021.008057
	Iteration 193Q: 3 clusters Score -5819506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -5819533.500000 Penalty: 1021.008057
	Iteration 194Q: 3 clusters Score -5819534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5819540.500000 Penalty: 1021.008057
	Iteration 195Q: 3 clusters Score -5819540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -5819543.000000 Penalty: 1021.008057
	Iteration 196Q: 3 clusters Score -5819543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -5819561.000000 Penalty: 1021.008057
	Iteration 197Q: 3 clusters Score -5819561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5819573.500000 Penalty: 1021.008057
	Iteration 198Q: 3 clusters Score -5819574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5819565.500000 Penalty: 1021.008057
	Iteration 199Q: 3 clusters Score -5819566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5819579.500000 Penalty: 1021.008057
	Iteration 200F: 3 clusters Score -5819580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5819600.500000 Penalty: 1021.008057
	Iteration 201Q: 3 clusters Score -5819600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5819641.500000 Penalty: 1021.008057
	Iteration 202Q: 3 clusters Score -5819642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5819663.000000 Penalty: 1021.008057
	Iteration 203Q: 3 clusters Score -5819663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -5819681.000000 Penalty: 1021.008057
	Iteration 204Q: 3 clusters Score -5819681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5819718.500000 Penalty: 1021.008057
	Iteration 205Q: 3 clusters Score -5819718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5819734.500000 Penalty: 1021.008057
	Iteration 206Q: 3 clusters Score -5819734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5819738.500000 Penalty: 1021.008057
	Iteration 207Q: 3 clusters Score -5819738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5819731.500000 Penalty: 1021.008057
	Iteration 208Q: 3 clusters Score -5819732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5819740.000000 Penalty: 1021.008057
	Iteration 209Q: 3 clusters Score -5819740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5819739.500000 Penalty: 1021.008057
	Iteration 210Q: 3 clusters Score -5819740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -5819760.500000 Penalty: 1021.008057
	Iteration 211Q: 3 clusters Score -5819760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -5819757.000000 Penalty: 1021.008057
	Iteration 212Q: 3 clusters Score -5819757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5819780.500000 Penalty: 1021.008057
	Iteration 213Q: 3 clusters Score -5819780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -5819793.500000 Penalty: 1021.008057
	Iteration 214Q: 3 clusters Score -5819794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5819807.000000 Penalty: 1021.008057
	Iteration 215Q: 3 clusters Score -5819807 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -5819843.500000 Penalty: 1021.008057
	Iteration 216Q: 3 clusters Score -5819844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5819845.000000 Penalty: 1021.008057
	Iteration 217Q: 3 clusters Score -5819845 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -5819874.500000 Penalty: 1021.008057
	Iteration 218Q: 3 clusters Score -5819874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -5819866.500000 Penalty: 1021.008057
	Iteration 219Q: 3 clusters Score -5819866 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5819921.000000 Penalty: 1021.008057
	Iteration 220F: 3 clusters Score -5819921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -5819945.000000 Penalty: 1021.008057
	Iteration 221Q: 3 clusters Score -5819945 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5819955.000000 Penalty: 1021.008057
	Iteration 222Q: 3 clusters Score -5819955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5819955.500000 Penalty: 1021.008057
	Iteration 223Q: 3 clusters Score -5819956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -5819957.500000 Penalty: 1021.008057
	Iteration 224Q: 3 clusters Score -5819958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -5819972.500000 Penalty: 1021.008057
	Iteration 225Q: 3 clusters Score -5819972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5819993.500000 Penalty: 1021.008057
	Iteration 226Q: 3 clusters Score -5819994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -5819992.000000 Penalty: 1021.008057
	Iteration 227Q: 3 clusters Score -5819992 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5820022.500000 Penalty: 1021.008057
	Iteration 228Q: 3 clusters Score -5820022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -5820050.500000 Penalty: 1021.008057
	Iteration 229Q: 3 clusters Score -5820050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5820057.500000 Penalty: 1021.008057
	Iteration 230Q: 3 clusters Score -5820058 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5820077.500000 Penalty: 1021.008057
	Iteration 231Q: 3 clusters Score -5820078 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -5820102.500000 Penalty: 1021.008057
	Iteration 232Q: 3 clusters Score -5820102 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -5820152.000000 Penalty: 1021.008057
	Iteration 233Q: 3 clusters Score -5820152 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5820205.500000 Penalty: 1021.008057
	Iteration 234Q: 3 clusters Score -5820206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5820218.500000 Penalty: 1021.008057
	Iteration 235Q: 3 clusters Score -5820218 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5820263.000000 Penalty: 1021.008057
	Iteration 236Q: 3 clusters Score -5820263 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5820331.000000 Penalty: 1021.008057
	Iteration 237Q: 3 clusters Score -5820331 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -5820363.500000 Penalty: 1021.008057
	Iteration 238Q: 3 clusters Score -5820364 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -5820385.500000 Penalty: 1021.008057
	Iteration 239Q: 3 clusters Score -5820386 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -5820403.000000 Penalty: 1021.008057
	Iteration 240F: 3 clusters Score -5820403 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5820424.000000 Penalty: 1021.008057
	Iteration 241Q: 3 clusters Score -5820424 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5820421.500000 Penalty: 1021.008057
	Iteration 242Q: 3 clusters Score -5820422 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -5820448.500000 Penalty: 1021.008057
	Iteration 243Q: 3 clusters Score -5820448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5820481.500000 Penalty: 1021.008057
	Iteration 244Q: 3 clusters Score -5820482 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5820519.000000 Penalty: 1021.008057
	Iteration 245Q: 3 clusters Score -5820519 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5820588.500000 Penalty: 1021.008057
	Iteration 246Q: 3 clusters Score -5820588 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -5820567.000000 Penalty: 1021.008057
	Iteration 247Q: 3 clusters Score -5820567 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -5820602.500000 Penalty: 1021.008057
	Iteration 248Q: 3 clusters Score -5820602 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5820606.000000 Penalty: 1021.008057
	Iteration 249Q: 3 clusters Score -5820606 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -5820600.000000 Penalty: 1021.008057
	Iteration 250Q: 3 clusters Score -5820600 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5820622.500000 Penalty: 1021.008057
	Iteration 251Q: 3 clusters Score -5820622 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5820635.500000 Penalty: 1021.008057
	Iteration 252Q: 3 clusters Score -5820636 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5820646.500000 Penalty: 1021.008057
	Iteration 253Q: 3 clusters Score -5820646 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5820645.500000 Penalty: 1021.008057
	Iteration 254Q: 3 clusters Score -5820646 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5820665.500000 Penalty: 1021.008057
	Iteration 255Q: 3 clusters Score -5820666 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5820671.500000 Penalty: 1021.008057
	Iteration 256Q: 3 clusters Score -5820672 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -5820699.000000 Penalty: 1021.008057
	Iteration 257Q: 3 clusters Score -5820699 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -5820677.000000 Penalty: 1021.008057
	Iteration 258Q: 3 clusters Score -5820677 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5820706.500000 Penalty: 1021.008057
	Iteration 259Q: 3 clusters Score -5820706 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5820693.000000 Penalty: 1021.008057
	Iteration 260F: 3 clusters Score -5820693 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5820679.500000 Penalty: 1021.008057
	Iteration 261Q: 3 clusters Score -5820680 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5820649.500000 Penalty: 1021.008057
	Iteration 262Q: 3 clusters Score -5820650 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -5820680.500000 Penalty: 1021.008057
	Iteration 263Q: 3 clusters Score -5820680 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5820626.500000 Penalty: 1021.008057
	Iteration 264Q: 3 clusters Score -5820626 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5820611.000000 Penalty: 1021.008057
	Iteration 265Q: 3 clusters Score -5820611 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -5820579.000000 Penalty: 1021.008057
	Iteration 266Q: 3 clusters Score -5820579 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -5820534.500000 Penalty: 1021.008057
	Iteration 267Q: 3 clusters Score -5820534 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -5820542.000000 Penalty: 1021.008057
	Iteration 268Q: 3 clusters Score -5820542 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5820499.000000 Penalty: 1021.008057
	Iteration 269Q: 3 clusters Score -5820499 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5820448.000000 Penalty: 1021.008057
	Iteration 270Q: 3 clusters Score -5820448 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -5820384.500000 Penalty: 1021.008057
	Iteration 271Q: 3 clusters Score -5820384 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5820366.000000 Penalty: 1021.008057
	Iteration 272Q: 3 clusters Score -5820366 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5820313.000000 Penalty: 1021.008057
	Iteration 273Q: 3 clusters Score -5820313 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -5820291.500000 Penalty: 1021.008057
	Iteration 274Q: 3 clusters Score -5820292 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5820231.000000 Penalty: 1021.008057
	Iteration 275Q: 3 clusters Score -5820231 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5820190.500000 Penalty: 1021.008057
	Iteration 276Q: 3 clusters Score -5820190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5820162.500000 Penalty: 1021.008057
	Iteration 277Q: 3 clusters Score -5820162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5820112.500000 Penalty: 1021.008057
	Iteration 278Q: 3 clusters Score -5820112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5820104.000000 Penalty: 1021.008057
	Iteration 279Q: 3 clusters Score -5820104 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -5820071.500000 Penalty: 1021.008057
	Iteration 280F: 3 clusters Score -5820072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5820055.000000 Penalty: 1021.008057
	Iteration 281Q: 3 clusters Score -5820055 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5819985.000000 Penalty: 1021.008057
	Iteration 282Q: 3 clusters Score -5819985 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -5819960.000000 Penalty: 1021.008057
	Iteration 283Q: 3 clusters Score -5819960 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5819909.500000 Penalty: 1021.008057
	Iteration 284Q: 3 clusters Score -5819910 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5819863.500000 Penalty: 1021.008057
	Iteration 285Q: 3 clusters Score -5819864 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5819795.500000 Penalty: 1021.008057
	Iteration 286Q: 3 clusters Score -5819796 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -5819760.500000 Penalty: 1021.008057
	Iteration 287Q: 3 clusters Score -5819760 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5819656.000000 Penalty: 1021.008057
	Iteration 288Q: 3 clusters Score -5819656 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5819550.500000 Penalty: 1021.008057
	Iteration 289Q: 3 clusters Score -5819550 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5819442.500000 Penalty: 1021.008057
	Iteration 290Q: 3 clusters Score -5819442 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5819287.000000 Penalty: 1021.008057
	Iteration 291Q: 3 clusters Score -5819287 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -5819020.000000 Penalty: 1021.008057
	Iteration 292Q: 3 clusters Score -5819020 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -5818768.500000 Penalty: 1021.008057
	Iteration 293Q: 3 clusters Score -5818768 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5818098.000000 Penalty: 1021.008057
	Iteration 294Q: 3 clusters Score -5818098 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5817070.000000 Penalty: 1021.008057
	Iteration 295Q: 3 clusters Score -5817070 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5817281.000000 Penalty: 1021.008057
	Iteration 296Q: 3 clusters Score -5817281 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -5817916.000000 Penalty: 1021.008057
	Iteration 297Q: 3 clusters Score -5817916 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -5818269.500000 Penalty: 1021.008057
	Iteration 298Q: 3 clusters Score -5818270 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -5818658.000000 Penalty: 1021.008057
	Iteration 299Q: 3 clusters Score -5818658 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5818082.500000 Penalty: 1021.008057
	Iteration 300F: 3 clusters Score -5818082 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5816511.500000 Penalty: 1021.008057
	Iteration 301Q: 3 clusters Score -5816512 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -5814872.500000 Penalty: 1021.008057
	Iteration 302Q: 3 clusters Score -5814872 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5813437.500000 Penalty: 1021.008057
	Iteration 303Q: 3 clusters Score -5813438 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -5812622.000000 Penalty: 1021.008057
	Iteration 304Q: 3 clusters Score -5812622 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5811897.500000 Penalty: 1021.008057
	Iteration 305Q: 3 clusters Score -5811898 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5811307.000000 Penalty: 1021.008057
	Iteration 306Q: 3 clusters Score -5811307 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -5811046.500000 Penalty: 1021.008057
	Iteration 307Q: 3 clusters Score -5811046 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5810885.000000 Penalty: 1021.008057
	Iteration 308Q: 3 clusters Score -5810885 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5811133.000000 Penalty: 1021.008057
	Iteration 309Q: 3 clusters Score -5811133 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5811189.500000 Penalty: 1021.008057
	Iteration 310Q: 3 clusters Score -5811190 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5811343.000000 Penalty: 1021.008057
	Iteration 311Q: 3 clusters Score -5811343 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5811445.000000 Penalty: 1021.008057
	Iteration 312Q: 3 clusters Score -5811445 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -5811451.500000 Penalty: 1021.008057
	Iteration 313Q: 3 clusters Score -5811452 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -5812163.500000 Penalty: 1021.008057
	Iteration 314Q: 3 clusters Score -5812164 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5812550.500000 Penalty: 1021.008057
	Iteration 315Q: 3 clusters Score -5812550 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -5812781.500000 Penalty: 1021.008057
	Iteration 316Q: 3 clusters Score -5812782 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -5813023.000000 Penalty: 1021.008057
	Iteration 317Q: 3 clusters Score -5813023 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5813339.000000 Penalty: 1021.008057
	Iteration 318Q: 3 clusters Score -5813339 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5813548.500000 Penalty: 1021.008057
	Iteration 319Q: 3 clusters Score -5813548 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -5813786.000000 Penalty: 1021.008057
	Iteration 320F: 3 clusters Score -5813786 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -5813875.500000 Penalty: 1021.008057
	Iteration 321Q: 3 clusters Score -5813876 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5814169.000000 Penalty: 1021.008057
	Iteration 322Q: 3 clusters Score -5814169 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5814297.500000 Penalty: 1021.008057
	Iteration 323Q: 3 clusters Score -5814298 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -5814410.000000 Penalty: 1021.008057
	Iteration 324Q: 3 clusters Score -5814410 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5814437.000000 Penalty: 1021.008057
	Iteration 325Q: 3 clusters Score -5814437 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5814613.500000 Penalty: 1021.008057
	Iteration 326Q: 3 clusters Score -5814614 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5814720.000000 Penalty: 1021.008057
	Iteration 327Q: 3 clusters Score -5814720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5814752.000000 Penalty: 1021.008057
	Iteration 328Q: 3 clusters Score -5814752 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5814935.000000 Penalty: 1021.008057
	Iteration 329Q: 3 clusters Score -5814935 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5814988.000000 Penalty: 1021.008057
	Iteration 330Q: 3 clusters Score -5814988 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -5814962.500000 Penalty: 1021.008057
	Iteration 331Q: 3 clusters Score -5814962 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5815024.500000 Penalty: 1021.008057
	Iteration 332Q: 3 clusters Score -5815024 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5815128.000000 Penalty: 1021.008057
	Iteration 333Q: 3 clusters Score -5815128 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5815188.500000 Penalty: 1021.008057
	Iteration 334Q: 3 clusters Score -5815188 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5815250.000000 Penalty: 1021.008057
	Iteration 335Q: 3 clusters Score -5815250 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5815424.500000 Penalty: 1021.008057
	Iteration 336Q: 3 clusters Score -5815424 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5815579.500000 Penalty: 1021.008057
	Iteration 337Q: 3 clusters Score -5815580 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5815677.500000 Penalty: 1021.008057
	Iteration 338Q: 3 clusters Score -5815678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5815795.000000 Penalty: 1021.008057
	Iteration 339Q: 3 clusters Score -5815795 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5815908.000000 Penalty: 1021.008057
	Iteration 340F: 3 clusters Score -5815908 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -5816055.500000 Penalty: 1021.008057
	Iteration 341Q: 3 clusters Score -5816056 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5816057.500000 Penalty: 1021.008057
	Iteration 342Q: 3 clusters Score -5816058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -5816152.500000 Penalty: 1021.008057
	Iteration 343Q: 3 clusters Score -5816152 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5816185.000000 Penalty: 1021.008057
	Iteration 344Q: 3 clusters Score -5816185 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -5816249.000000 Penalty: 1021.008057
	Iteration 345Q: 3 clusters Score -5816249 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5816279.500000 Penalty: 1021.008057
	Iteration 346Q: 3 clusters Score -5816280 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -5816330.500000 Penalty: 1021.008057
	Iteration 347Q: 3 clusters Score -5816330 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -5816376.000000 Penalty: 1021.008057
	Iteration 348Q: 3 clusters Score -5816376 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5816545.000000 Penalty: 1021.008057
	Iteration 349Q: 3 clusters Score -5816545 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -5816559.000000 Penalty: 1021.008057
	Iteration 350Q: 3 clusters Score -5816559 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -5816655.000000 Penalty: 1021.008057
	Iteration 351Q: 3 clusters Score -5816655 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -5816641.000000 Penalty: 1021.008057
	Iteration 352Q: 3 clusters Score -5816641 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5816624.500000 Penalty: 1021.008057
	Iteration 353Q: 3 clusters Score -5816624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5816783.500000 Penalty: 1021.008057
	Iteration 354Q: 3 clusters Score -5816784 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -5816824.500000 Penalty: 1021.008057
	Iteration 355Q: 3 clusters Score -5816824 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5816945.000000 Penalty: 1021.008057
	Iteration 356Q: 3 clusters Score -5816945 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -5817079.000000 Penalty: 1021.008057
	Iteration 357Q: 3 clusters Score -5817079 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5817129.000000 Penalty: 1021.008057
	Iteration 358Q: 3 clusters Score -5817129 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5817163.500000 Penalty: 1021.008057
	Iteration 359Q: 3 clusters Score -5817164 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5817288.500000 Penalty: 1021.008057
	Iteration 360F: 3 clusters Score -5817288 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -5817371.000000 Penalty: 1021.008057
	Iteration 361Q: 3 clusters Score -5817371 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5817434.500000 Penalty: 1021.008057
	Iteration 362Q: 3 clusters Score -5817434 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5817460.500000 Penalty: 1021.008057
	Iteration 363Q: 3 clusters Score -5817460 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5817512.500000 Penalty: 1021.008057
	Iteration 364Q: 3 clusters Score -5817512 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5817557.500000 Penalty: 1021.008057
	Iteration 365Q: 3 clusters Score -5817558 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5817625.000000 Penalty: 1021.008057
	Iteration 366Q: 3 clusters Score -5817625 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5817711.500000 Penalty: 1021.008057
	Iteration 367Q: 3 clusters Score -5817712 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5817720.000000 Penalty: 1021.008057
	Iteration 368Q: 3 clusters Score -5817720 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -5817724.500000 Penalty: 1021.008057
	Iteration 369Q: 3 clusters Score -5817724 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -5817742.500000 Penalty: 1021.008057
	Iteration 370Q: 3 clusters Score -5817742 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -5817829.500000 Penalty: 1021.008057
	Iteration 371Q: 3 clusters Score -5817830 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5817871.000000 Penalty: 1021.008057
	Iteration 372Q: 3 clusters Score -5817871 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -5817916.500000 Penalty: 1021.008057
	Iteration 373Q: 3 clusters Score -5817916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5818035.000000 Penalty: 1021.008057
	Iteration 374Q: 3 clusters Score -5818035 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5818063.000000 Penalty: 1021.008057
	Iteration 375Q: 3 clusters Score -5818063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5818112.000000 Penalty: 1021.008057
	Iteration 376Q: 3 clusters Score -5818112 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5818159.500000 Penalty: 1021.008057
	Iteration 377Q: 3 clusters Score -5818160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -5818171.500000 Penalty: 1021.008057
	Iteration 378Q: 3 clusters Score -5818172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -5818170.500000 Penalty: 1021.008057
	Iteration 379Q: 3 clusters Score -5818170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5818235.500000 Penalty: 1021.008057
	Iteration 380F: 3 clusters Score -5818236 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5818292.000000 Penalty: 1021.008057
	Iteration 381Q: 3 clusters Score -5818292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5818342.000000 Penalty: 1021.008057
	Iteration 382Q: 3 clusters Score -5818342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5818372.000000 Penalty: 1021.008057
	Iteration 383Q: 3 clusters Score -5818372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5818373.000000 Penalty: 1021.008057
	Iteration 384Q: 3 clusters Score -5818373 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -5818416.000000 Penalty: 1021.008057
	Iteration 385Q: 3 clusters Score -5818416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -5818406.000000 Penalty: 1021.008057
	Iteration 386Q: 3 clusters Score -5818406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5818447.500000 Penalty: 1021.008057
	Iteration 387Q: 3 clusters Score -5818448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -5818442.500000 Penalty: 1021.008057
	Iteration 388Q: 3 clusters Score -5818442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -5818474.500000 Penalty: 1021.008057
	Iteration 389Q: 3 clusters Score -5818474 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5818481.000000 Penalty: 1021.008057
	Iteration 390Q: 3 clusters Score -5818481 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5818498.500000 Penalty: 1021.008057
	Iteration 391Q: 3 clusters Score -5818498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5818526.500000 Penalty: 1021.008057
	Iteration 392Q: 3 clusters Score -5818526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5818531.500000 Penalty: 1021.008057
	Iteration 393Q: 3 clusters Score -5818532 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5818539.000000 Penalty: 1021.008057
	Iteration 394Q: 3 clusters Score -5818539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -5818560.500000 Penalty: 1021.008057
	Iteration 395Q: 3 clusters Score -5818560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -5818572.500000 Penalty: 1021.008057
	Iteration 396Q: 3 clusters Score -5818572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -5818576.500000 Penalty: 1021.008057
	Iteration 397Q: 3 clusters Score -5818576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5818586.500000 Penalty: 1021.008057
	Iteration 398Q: 3 clusters Score -5818586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5818571.000000 Penalty: 1021.008057
	Iteration 399Q: 3 clusters Score -5818571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -5818585.500000 Penalty: 1021.008057
	Iteration 400F: 3 clusters Score -5818586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5818581.000000 Penalty: 1021.008057
	Iteration 401Q: 3 clusters Score -5818581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5818562.500000 Penalty: 1021.008057
	Iteration 402Q: 3 clusters Score -5818562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -5818556.000000 Penalty: 1021.008057
	Iteration 403Q: 3 clusters Score -5818556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -5818571.500000 Penalty: 1021.008057
	Iteration 404Q: 3 clusters Score -5818572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5818567.000000 Penalty: 1021.008057
	Iteration 405Q: 3 clusters Score -5818567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -5818602.000000 Penalty: 1021.008057
	Iteration 406Q: 3 clusters Score -5818602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5818628.000000 Penalty: 1021.008057
	Iteration 407Q: 3 clusters Score -5818628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5818640.000000 Penalty: 1021.008057
	Iteration 408Q: 3 clusters Score -5818640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5818628.000000 Penalty: 1021.008057
	Iteration 409Q: 3 clusters Score -5818628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5818637.000000 Penalty: 1021.008057
	Iteration 410Q: 3 clusters Score -5818637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5818632.000000 Penalty: 1021.008057
	Iteration 411Q: 3 clusters Score -5818632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -5818673.500000 Penalty: 1021.008057
	Iteration 412Q: 3 clusters Score -5818674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -5818661.500000 Penalty: 1021.008057
	Iteration 413Q: 3 clusters Score -5818662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -5818657.000000 Penalty: 1021.008057
	Iteration 414Q: 3 clusters Score -5818657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5818665.000000 Penalty: 1021.008057
	Iteration 415Q: 3 clusters Score -5818665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5818668.500000 Penalty: 1021.008057
	Iteration 416Q: 3 clusters Score -5818668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -5818674.000000 Penalty: 1021.008057
	Iteration 417Q: 3 clusters Score -5818674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5818685.500000 Penalty: 1021.008057
	Iteration 418Q: 3 clusters Score -5818686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818669.500000 Penalty: 1021.008057
	Iteration 419Q: 3 clusters Score -5818670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5818686.000000 Penalty: 1021.008057
	Iteration 420F: 3 clusters Score -5818686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5818673.500000 Penalty: 1021.008057
	Iteration 421Q: 3 clusters Score -5818674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5818686.500000 Penalty: 1021.008057
	Iteration 422Q: 3 clusters Score -5818686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818682.000000 Penalty: 1021.008057
	Iteration 423Q: 3 clusters Score -5818682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5818681.500000 Penalty: 1021.008057
	Iteration 424Q: 3 clusters Score -5818682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5818678.000000 Penalty: 1021.008057
	Iteration 425Q: 3 clusters Score -5818678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5818700.000000 Penalty: 1021.008057
	Iteration 426Q: 3 clusters Score -5818700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -5818702.000000 Penalty: 1021.008057
	Iteration 427Q: 3 clusters Score -5818702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5818698.000000 Penalty: 1021.008057
	Iteration 428Q: 3 clusters Score -5818698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -5818699.000000 Penalty: 1021.008057
	Iteration 429Q: 3 clusters Score -5818699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5818711.000000 Penalty: 1021.008057
	Iteration 430Q: 3 clusters Score -5818711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -5818703.500000 Penalty: 1021.008057
	Iteration 431Q: 3 clusters Score -5818704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5818704.000000 Penalty: 1021.008057
	Iteration 432Q: 3 clusters Score -5818704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5818705.000000 Penalty: 1021.008057
	Iteration 433Q: 3 clusters Score -5818705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818700.500000 Penalty: 1021.008057
	Iteration 434Q: 3 clusters Score -5818700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818696.500000 Penalty: 1021.008057
	Iteration 435Q: 3 clusters Score -5818696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -5818702.000000 Penalty: 1021.008057
	Iteration 436Q: 3 clusters Score -5818702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5818702.000000 Penalty: 1021.008057
	Iteration 437Q: 3 clusters Score -5818702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5818719.500000 Penalty: 1021.008057
	Iteration 438Q: 3 clusters Score -5818720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5818724.000000 Penalty: 1021.008057
	Iteration 439Q: 3 clusters Score -5818724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5818703.500000 Penalty: 1021.008057
	Iteration 440F: 3 clusters Score -5818704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5818704.000000 Penalty: 1021.008057
	Iteration 441Q: 3 clusters Score -5818704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818710.500000 Penalty: 1021.008057
	Iteration 442Q: 3 clusters Score -5818710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -5818708.500000 Penalty: 1021.008057
	Iteration 443Q: 3 clusters Score -5818708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5818714.500000 Penalty: 1021.008057
	Iteration 444Q: 3 clusters Score -5818714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -5818718.500000 Penalty: 1021.008057
	Iteration 445Q: 3 clusters Score -5818718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818723.500000 Penalty: 1021.008057
	Iteration 446Q: 3 clusters Score -5818724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5818740.000000 Penalty: 1021.008057
	Iteration 447Q: 3 clusters Score -5818740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -5818735.500000 Penalty: 1021.008057
	Iteration 448Q: 3 clusters Score -5818736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5818739.000000 Penalty: 1021.008057
	Iteration 449Q: 3 clusters Score -5818739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5818737.000000 Penalty: 1021.008057
	Iteration 450Q: 3 clusters Score -5818737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818741.500000 Penalty: 1021.008057
	Iteration 451Q: 3 clusters Score -5818742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -5818739.000000 Penalty: 1021.008057
	Iteration 452Q: 3 clusters Score -5818739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818743.000000 Penalty: 1021.008057
	Iteration 453Q: 3 clusters Score -5818743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818742.500000 Penalty: 1021.008057
	Iteration 454Q: 3 clusters Score -5818742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818740.000000 Penalty: 1021.008057
	Iteration 455Q: 3 clusters Score -5818740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818747.000000 Penalty: 1021.008057
	Iteration 456Q: 3 clusters Score -5818747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -5818750.500000 Penalty: 1021.008057
	Iteration 457Q: 3 clusters Score -5818750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818750.500000 Penalty: 1021.008057
	Iteration 458Q: 3 clusters Score -5818750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5818732.000000 Penalty: 1021.008057
	Iteration 459Q: 3 clusters Score -5818732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818731.000000 Penalty: 1021.008057
	Iteration 460F: 3 clusters Score -5818731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5818729.500000 Penalty: 1021.008057
	Iteration 461Q: 3 clusters Score -5818730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -5818712.500000 Penalty: 1021.008057
	Iteration 462Q: 3 clusters Score -5818712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5818705.500000 Penalty: 1021.008057
	Iteration 463Q: 3 clusters Score -5818706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818717.000000 Penalty: 1021.008057
	Iteration 464Q: 3 clusters Score -5818717 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5818710.500000 Penalty: 1021.008057
	Iteration 465Q: 3 clusters Score -5818710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5818727.000000 Penalty: 1021.008057
	Iteration 466Q: 3 clusters Score -5818727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5818718.500000 Penalty: 1021.008057
	Iteration 467Q: 3 clusters Score -5818718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -5818725.000000 Penalty: 1021.008057
	Iteration 468Q: 3 clusters Score -5818725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5818707.000000 Penalty: 1021.008057
	Iteration 469Q: 3 clusters Score -5818707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5818715.500000 Penalty: 1021.008057
	Iteration 470Q: 3 clusters Score -5818716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -5818715.500000 Penalty: 1021.008057
	Iteration 471Q: 3 clusters Score -5818716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5818735.000000 Penalty: 1021.008057
	Iteration 472Q: 3 clusters Score -5818735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5818728.500000 Penalty: 1021.008057
	Iteration 473Q: 3 clusters Score -5818728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5818710.500000 Penalty: 1021.008057
	Iteration 474Q: 3 clusters Score -5818710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5818710.500000 Penalty: 1021.008057
	Iteration 475Q: 3 clusters Score -5818710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -5818707.000000 Penalty: 1021.008057
	Iteration 476Q: 3 clusters Score -5818707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5818706.000000 Penalty: 1021.008057
	Iteration 477Q: 3 clusters Score -5818706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5818710.500000 Penalty: 1021.008057
	Iteration 478Q: 3 clusters Score -5818710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5818713.000000 Penalty: 1021.008057
	Iteration 479Q: 3 clusters Score -5818713 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5818709.000000 Penalty: 1021.008057
	Iteration 480F: 3 clusters Score -5818709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5818701.500000 Penalty: 1021.008057
	Iteration 481Q: 3 clusters Score -5818702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5818690.500000 Penalty: 1021.008057
	Iteration 482Q: 3 clusters Score -5818690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5818681.500000 Penalty: 1021.008057
	Iteration 483Q: 3 clusters Score -5818682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5818684.500000 Penalty: 1021.008057
	Iteration 484Q: 3 clusters Score -5818684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5818686.000000 Penalty: 1021.008057
	Iteration 485Q: 3 clusters Score -5818686 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5818676.500000 Penalty: 1021.008057
	Iteration 486Q: 3 clusters Score -5818676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5818675.500000 Penalty: 1021.008057
	Iteration 487Q: 3 clusters Score -5818676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -5818686.000000 Penalty: 1021.008057
	Iteration 488Q: 3 clusters Score -5818686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -5818673.500000 Penalty: 1021.008057
	Iteration 489Q: 3 clusters Score -5818674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -5818682.500000 Penalty: 1021.008057
	Iteration 490Q: 3 clusters Score -5818682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5818689.000000 Penalty: 1021.008057
	Iteration 491Q: 3 clusters Score -5818689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -5818697.000000 Penalty: 1021.008057
	Iteration 492Q: 3 clusters Score -5818697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5818698.000000 Penalty: 1021.008057
	Iteration 493Q: 3 clusters Score -5818698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5818704.500000 Penalty: 1021.008057
	Iteration 494Q: 3 clusters Score -5818704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -5818708.500000 Penalty: 1021.008057
	Iteration 495Q: 3 clusters Score -5818708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -5818721.500000 Penalty: 1021.008057
	Iteration 496Q: 3 clusters Score -5818722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5818728.500000 Penalty: 1021.008057
	Iteration 497Q: 3 clusters Score -5818728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -5818743.500000 Penalty: 1021.008057
	Iteration 498Q: 3 clusters Score -5818744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5818759.500000 Penalty: 1021.008057
	Iteration 499Q: 3 clusters Score -5818760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -5818767.000000 Penalty: 1021.008057
	Iteration 500F: 3 clusters Score -5818767 nChanged 27
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 80694 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Entering Unmasked Estep 
Score: -41833036.000000 Penalty: 12038.728516
Splitting cluster 5 changes total score from -41794524.000000 to -41833036.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -71768.523438 Penalty: 339.452301
	Iteration 0F: 2 clusters Score -71768.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -70589.367188 Penalty: 678.904602
	Iteration 0F: 3 clusters Score -70589.37 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -71907.609375 Penalty: 678.904602
	Iteration 1F: 3 clusters Score -71907.61 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -72184.523438 Penalty: 678.904602
	Iteration 2F: 3 clusters Score -72184.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -72285.351562 Penalty: 678.904602
	Iteration 3F: 3 clusters Score -72285.35 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -72362.015625 Penalty: 678.904602
	Iteration 4Q: 3 clusters Score -72362.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72443.531250 Penalty: 678.904602
	Iteration 5Q: 3 clusters Score -72443.53 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -72615.140625 Penalty: 678.904602
	Iteration 6F: 3 clusters Score -72615.14 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -72858.546875 Penalty: 678.904602
	Iteration 7F: 3 clusters Score -72858.55 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -73073.632812 Penalty: 678.904602
	Iteration 8F: 3 clusters Score -73073.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -73253.085938 Penalty: 678.904602
	Iteration 9Q: 3 clusters Score -73253.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -73409.015625 Penalty: 678.904602
	Iteration 10Q: 3 clusters Score -73409.02 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -73540.171875 Penalty: 678.904602
	Iteration 11Q: 3 clusters Score -73540.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -73626.640625 Penalty: 678.904602
	Iteration 12Q: 3 clusters Score -73626.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -73690.703125 Penalty: 678.904602
	Iteration 13Q: 3 clusters Score -73690.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -73740.218750 Penalty: 678.904602
	Iteration 14Q: 3 clusters Score -73740.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -73790.742188 Penalty: 678.904602
	Iteration 15Q: 3 clusters Score -73790.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73846.101562 Penalty: 678.904602
	Iteration 16Q: 3 clusters Score -73846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -73872.828125 Penalty: 678.904602
	Iteration 17Q: 3 clusters Score -73872.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -73882.531250 Penalty: 678.904602
	Iteration 18Q: 3 clusters Score -73882.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73890.523438 Penalty: 678.904602
	Iteration 19Q: 3 clusters Score -73890.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -73905.859375 Penalty: 678.904602
	Iteration 20F: 3 clusters Score -73905.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -73923.703125 Penalty: 678.904602
	Iteration 21Q: 3 clusters Score -73923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -73926.593750 Penalty: 678.904602
	Iteration 22Q: 3 clusters Score -73926.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73927.859375 Penalty: 678.904602
	Iteration 23Q: 3 clusters Score -73927.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73929.242188 Penalty: 678.904602
	Iteration 24Q: 3 clusters Score -73929.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73930.804688 Penalty: 678.904602
	Iteration 25Q: 3 clusters Score -73930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73934.164062 Penalty: 678.904602
	Iteration 26Q: 3 clusters Score -73934.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -73934.164062 Penalty: 678.904602
	Iteration 27F: 3 clusters Score -73934.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 80694 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Entering Unmasked Estep 
Score: -41834992.000000 Penalty: 12640.665039
Splitting cluster 6 changes total score from -41794524.000000 to -41834992.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (80694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Entering Unmasked Estep 
Score: -6207988.000000 Penalty: 514.078125
	Iteration 0F: 2 clusters Score -6207988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -6192784.500000 Penalty: 1028.156250
	Iteration 0F: 3 clusters Score -6192784 nChanged 39621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -6220371.500000 Penalty: 1028.156250
	Iteration 1F: 3 clusters Score -6220372 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6226686.000000 Penalty: 1028.156250
	Iteration 2F: 3 clusters Score -6226686 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6231178.000000 Penalty: 1028.156250
	Iteration 3F: 3 clusters Score -6231178 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -6232972.500000 Penalty: 1028.156250
	Iteration 4F: 3 clusters Score -6232972 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -6233824.500000 Penalty: 1028.156250
	Iteration 5Q: 3 clusters Score -6233824 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -6234296.500000 Penalty: 1028.156250
	Iteration 6Q: 3 clusters Score -6234296 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6234565.000000 Penalty: 1028.156250
	Iteration 7Q: 3 clusters Score -6234565 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -6234899.000000 Penalty: 1028.156250
	Iteration 8Q: 3 clusters Score -6234899 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -6235100.500000 Penalty: 1028.156250
	Iteration 9Q: 3 clusters Score -6235100 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -6235334.000000 Penalty: 1028.156250
	Iteration 10Q: 3 clusters Score -6235334 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -6235544.500000 Penalty: 1028.156250
	Iteration 11Q: 3 clusters Score -6235544 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -6235665.500000 Penalty: 1028.156250
	Iteration 12Q: 3 clusters Score -6235666 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -6235850.500000 Penalty: 1028.156250
	Iteration 13Q: 3 clusters Score -6235850 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -6236006.000000 Penalty: 1028.156250
	Iteration 14Q: 3 clusters Score -6236006 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -6236163.000000 Penalty: 1028.156250
	Iteration 15Q: 3 clusters Score -6236163 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6236276.000000 Penalty: 1028.156250
	Iteration 16Q: 3 clusters Score -6236276 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -6236380.500000 Penalty: 1028.156250
	Iteration 17Q: 3 clusters Score -6236380 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -6236537.000000 Penalty: 1028.156250
	Iteration 18Q: 3 clusters Score -6236537 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -6236680.500000 Penalty: 1028.156250
	Iteration 19Q: 3 clusters Score -6236680 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -6236733.000000 Penalty: 1028.156250
	Iteration 20F: 3 clusters Score -6236733 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -6236815.000000 Penalty: 1028.156250
	Iteration 21Q: 3 clusters Score -6236815 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -6236881.500000 Penalty: 1028.156250
	Iteration 22Q: 3 clusters Score -6236882 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -6236908.500000 Penalty: 1028.156250
	Iteration 23Q: 3 clusters Score -6236908 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -6236971.000000 Penalty: 1028.156250
	Iteration 24Q: 3 clusters Score -6236971 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -6236935.500000 Penalty: 1028.156250
	Iteration 25Q: 3 clusters Score -6236936 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -6236952.500000 Penalty: 1028.156250
	Iteration 26Q: 3 clusters Score -6236952 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -6237050.000000 Penalty: 1028.156250
	Iteration 27Q: 3 clusters Score -6237050 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -6237184.500000 Penalty: 1028.156250
	Iteration 28Q: 3 clusters Score -6237184 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -6237440.500000 Penalty: 1028.156250
	Iteration 29Q: 3 clusters Score -6237440 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -6237768.500000 Penalty: 1028.156250
	Iteration 30Q: 3 clusters Score -6237768 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -6237947.500000 Penalty: 1028.156250
	Iteration 31Q: 3 clusters Score -6237948 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6238231.500000 Penalty: 1028.156250
	Iteration 32Q: 3 clusters Score -6238232 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -6238316.500000 Penalty: 1028.156250
	Iteration 33Q: 3 clusters Score -6238316 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -6238302.000000 Penalty: 1028.156250
	Iteration 34Q: 3 clusters Score -6238302 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -6238219.500000 Penalty: 1028.156250
	Iteration 35Q: 3 clusters Score -6238220 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -6238367.500000 Penalty: 1028.156250
	Iteration 36Q: 3 clusters Score -6238368 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -6238850.000000 Penalty: 1028.156250
	Iteration 37Q: 3 clusters Score -6238850 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6239155.000000 Penalty: 1028.156250
	Iteration 38Q: 3 clusters Score -6239155 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -6239842.000000 Penalty: 1028.156250
	Iteration 39Q: 3 clusters Score -6239842 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6240298.000000 Penalty: 1028.156250
	Iteration 40F: 3 clusters Score -6240298 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -6240330.000000 Penalty: 1028.156250
	Iteration 41Q: 3 clusters Score -6240330 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -6241125.500000 Penalty: 1028.156250
	Iteration 42Q: 3 clusters Score -6241126 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -6241789.000000 Penalty: 1028.156250
	Iteration 43Q: 3 clusters Score -6241789 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -6242031.000000 Penalty: 1028.156250
	Iteration 44Q: 3 clusters Score -6242031 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -6241892.500000 Penalty: 1028.156250
	Iteration 45Q: 3 clusters Score -6241892 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -6241411.000000 Penalty: 1028.156250
	Iteration 46Q: 3 clusters Score -6241411 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6240511.500000 Penalty: 1028.156250
	Iteration 47Q: 3 clusters Score -6240512 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -6239472.000000 Penalty: 1028.156250
	Iteration 48Q: 3 clusters Score -6239472 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6238541.500000 Penalty: 1028.156250
	Iteration 49Q: 3 clusters Score -6238542 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -6237620.500000 Penalty: 1028.156250
	Iteration 50Q: 3 clusters Score -6237620 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -6236916.500000 Penalty: 1028.156250
	Iteration 51Q: 3 clusters Score -6236916 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6236403.000000 Penalty: 1028.156250
	Iteration 52Q: 3 clusters Score -6236403 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -6236110.000000 Penalty: 1028.156250
	Iteration 53Q: 3 clusters Score -6236110 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -6235964.500000 Penalty: 1028.156250
	Iteration 54Q: 3 clusters Score -6235964 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6235754.000000 Penalty: 1028.156250
	Iteration 55Q: 3 clusters Score -6235754 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -6235612.500000 Penalty: 1028.156250
	Iteration 56Q: 3 clusters Score -6235612 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -6235609.000000 Penalty: 1028.156250
	Iteration 57Q: 3 clusters Score -6235609 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6235645.000000 Penalty: 1028.156250
	Iteration 58Q: 3 clusters Score -6235645 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6235559.000000 Penalty: 1028.156250
	Iteration 59Q: 3 clusters Score -6235559 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6235562.000000 Penalty: 1028.156250
	Iteration 60F: 3 clusters Score -6235562 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -6235545.500000 Penalty: 1028.156250
	Iteration 61Q: 3 clusters Score -6235546 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -6235615.000000 Penalty: 1028.156250
	Iteration 62Q: 3 clusters Score -6235615 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6235942.000000 Penalty: 1028.156250
	Iteration 63Q: 3 clusters Score -6235942 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -6236044.000000 Penalty: 1028.156250
	Iteration 64Q: 3 clusters Score -6236044 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -6236032.500000 Penalty: 1028.156250
	Iteration 65Q: 3 clusters Score -6236032 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -6236182.000000 Penalty: 1028.156250
	Iteration 66Q: 3 clusters Score -6236182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -6236174.500000 Penalty: 1028.156250
	Iteration 67Q: 3 clusters Score -6236174 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -6236233.500000 Penalty: 1028.156250
	Iteration 68Q: 3 clusters Score -6236234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -6236198.500000 Penalty: 1028.156250
	Iteration 69Q: 3 clusters Score -6236198 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -6236221.000000 Penalty: 1028.156250
	Iteration 70Q: 3 clusters Score -6236221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -6236241.500000 Penalty: 1028.156250
	Iteration 71Q: 3 clusters Score -6236242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -6236320.000000 Penalty: 1028.156250
	Iteration 72Q: 3 clusters Score -6236320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -6236405.500000 Penalty: 1028.156250
	Iteration 73Q: 3 clusters Score -6236406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6236486.500000 Penalty: 1028.156250
	Iteration 74Q: 3 clusters Score -6236486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6236510.500000 Penalty: 1028.156250
	Iteration 75Q: 3 clusters Score -6236510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -6236613.000000 Penalty: 1028.156250
	Iteration 76Q: 3 clusters Score -6236613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -6236676.000000 Penalty: 1028.156250
	Iteration 77Q: 3 clusters Score -6236676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -6236727.000000 Penalty: 1028.156250
	Iteration 78Q: 3 clusters Score -6236727 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -6236785.000000 Penalty: 1028.156250
	Iteration 79Q: 3 clusters Score -6236785 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6236849.000000 Penalty: 1028.156250
	Iteration 80F: 3 clusters Score -6236849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -6236917.000000 Penalty: 1028.156250
	Iteration 81Q: 3 clusters Score -6236917 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -6236973.500000 Penalty: 1028.156250
	Iteration 82Q: 3 clusters Score -6236974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -6236959.000000 Penalty: 1028.156250
	Iteration 83Q: 3 clusters Score -6236959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -6236949.000000 Penalty: 1028.156250
	Iteration 84Q: 3 clusters Score -6236949 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -6236970.500000 Penalty: 1028.156250
	Iteration 85Q: 3 clusters Score -6236970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -6237010.500000 Penalty: 1028.156250
	Iteration 86Q: 3 clusters Score -6237010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -6237031.000000 Penalty: 1028.156250
	Iteration 87Q: 3 clusters Score -6237031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -6237060.500000 Penalty: 1028.156250
	Iteration 88Q: 3 clusters Score -6237060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6237083.000000 Penalty: 1028.156250
	Iteration 89Q: 3 clusters Score -6237083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -6237118.000000 Penalty: 1028.156250
	Iteration 90Q: 3 clusters Score -6237118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -6237126.000000 Penalty: 1028.156250
	Iteration 91Q: 3 clusters Score -6237126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -6237130.500000 Penalty: 1028.156250
	Iteration 92Q: 3 clusters Score -6237130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -6237149.000000 Penalty: 1028.156250
	Iteration 93Q: 3 clusters Score -6237149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -6237168.000000 Penalty: 1028.156250
	Iteration 94Q: 3 clusters Score -6237168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -6237227.500000 Penalty: 1028.156250
	Iteration 95Q: 3 clusters Score -6237228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -6237249.000000 Penalty: 1028.156250
	Iteration 96Q: 3 clusters Score -6237249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -6237250.500000 Penalty: 1028.156250
	Iteration 97Q: 3 clusters Score -6237250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -6237271.000000 Penalty: 1028.156250
	Iteration 98Q: 3 clusters Score -6237271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -6237271.500000 Penalty: 1028.156250
	Iteration 99Q: 3 clusters Score -6237272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -6237236.500000 Penalty: 1028.156250
	Iteration 100F: 3 clusters Score -6237236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6237300.500000 Penalty: 1028.156250
	Iteration 101Q: 3 clusters Score -6237300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -6237357.000000 Penalty: 1028.156250
	Iteration 102Q: 3 clusters Score -6237357 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -6237427.000000 Penalty: 1028.156250
	Iteration 103Q: 3 clusters Score -6237427 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -6237452.000000 Penalty: 1028.156250
	Iteration 104Q: 3 clusters Score -6237452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -6237494.500000 Penalty: 1028.156250
	Iteration 105Q: 3 clusters Score -6237494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -6237505.000000 Penalty: 1028.156250
	Iteration 106Q: 3 clusters Score -6237505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6237503.500000 Penalty: 1028.156250
	Iteration 107Q: 3 clusters Score -6237504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -6237531.500000 Penalty: 1028.156250
	Iteration 108Q: 3 clusters Score -6237532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -6237586.500000 Penalty: 1028.156250
	Iteration 109Q: 3 clusters Score -6237586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -6237600.500000 Penalty: 1028.156250
	Iteration 110Q: 3 clusters Score -6237600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -6237621.500000 Penalty: 1028.156250
	Iteration 111Q: 3 clusters Score -6237622 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6237657.500000 Penalty: 1028.156250
	Iteration 112Q: 3 clusters Score -6237658 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -6237710.500000 Penalty: 1028.156250
	Iteration 113Q: 3 clusters Score -6237710 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -6237732.500000 Penalty: 1028.156250
	Iteration 114Q: 3 clusters Score -6237732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -6237763.500000 Penalty: 1028.156250
	Iteration 115Q: 3 clusters Score -6237764 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -6237763.500000 Penalty: 1028.156250
	Iteration 116Q: 3 clusters Score -6237764 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -6237844.000000 Penalty: 1028.156250
	Iteration 117Q: 3 clusters Score -6237844 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -6237909.500000 Penalty: 1028.156250
	Iteration 118Q: 3 clusters Score -6237910 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -6237960.500000 Penalty: 1028.156250
	Iteration 119Q: 3 clusters Score -6237960 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -6237973.000000 Penalty: 1028.156250
	Iteration 120F: 3 clusters Score -6237973 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -6237996.500000 Penalty: 1028.156250
	Iteration 121Q: 3 clusters Score -6237996 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -6238055.000000 Penalty: 1028.156250
	Iteration 122Q: 3 clusters Score -6238055 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -6238111.000000 Penalty: 1028.156250
	Iteration 123Q: 3 clusters Score -6238111 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -6238210.500000 Penalty: 1028.156250
	Iteration 124Q: 3 clusters Score -6238210 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -6238300.500000 Penalty: 1028.156250
	Iteration 125Q: 3 clusters Score -6238300 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6238405.500000 Penalty: 1028.156250
	Iteration 126Q: 3 clusters Score -6238406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -6238499.000000 Penalty: 1028.156250
	Iteration 127Q: 3 clusters Score -6238499 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -6238542.500000 Penalty: 1028.156250
	Iteration 128Q: 3 clusters Score -6238542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -6238627.000000 Penalty: 1028.156250
	Iteration 129Q: 3 clusters Score -6238627 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -6238752.500000 Penalty: 1028.156250
	Iteration 130Q: 3 clusters Score -6238752 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -6238835.000000 Penalty: 1028.156250
	Iteration 131Q: 3 clusters Score -6238835 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -6238826.500000 Penalty: 1028.156250
	Iteration 132Q: 3 clusters Score -6238826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -6238804.000000 Penalty: 1028.156250
	Iteration 133Q: 3 clusters Score -6238804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -6238794.000000 Penalty: 1028.156250
	Iteration 134Q: 3 clusters Score -6238794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -6238806.500000 Penalty: 1028.156250
	Iteration 135Q: 3 clusters Score -6238806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6238749.000000 Penalty: 1028.156250
	Iteration 136Q: 3 clusters Score -6238749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -6238762.000000 Penalty: 1028.156250
	Iteration 137Q: 3 clusters Score -6238762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -6238770.500000 Penalty: 1028.156250
	Iteration 138Q: 3 clusters Score -6238770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -6238767.500000 Penalty: 1028.156250
	Iteration 139Q: 3 clusters Score -6238768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -6238779.000000 Penalty: 1028.156250
	Iteration 140F: 3 clusters Score -6238779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -6238767.500000 Penalty: 1028.156250
	Iteration 141Q: 3 clusters Score -6238768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -6238759.500000 Penalty: 1028.156250
	Iteration 142Q: 3 clusters Score -6238760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -6238741.500000 Penalty: 1028.156250
	Iteration 143Q: 3 clusters Score -6238742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -6238740.000000 Penalty: 1028.156250
	Iteration 144Q: 3 clusters Score -6238740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -6238736.000000 Penalty: 1028.156250
	Iteration 145Q: 3 clusters Score -6238736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -6238734.000000 Penalty: 1028.156250
	Iteration 146Q: 3 clusters Score -6238734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -6238739.500000 Penalty: 1028.156250
	Iteration 147Q: 3 clusters Score -6238740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -6238741.000000 Penalty: 1028.156250
	Iteration 148Q: 3 clusters Score -6238741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -6238741.000000 Penalty: 1028.156250
	Iteration 149Q: 3 clusters Score -6238741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -6238748.000000 Penalty: 1028.156250
	Iteration 150Q: 3 clusters Score -6238748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -6238733.500000 Penalty: 1028.156250
	Iteration 151Q: 3 clusters Score -6238734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -6238734.500000 Penalty: 1028.156250
	Iteration 152Q: 3 clusters Score -6238734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6238744.500000 Penalty: 1028.156250
	Iteration 153Q: 3 clusters Score -6238744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -6238763.000000 Penalty: 1028.156250
	Iteration 154Q: 3 clusters Score -6238763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -6238782.000000 Penalty: 1028.156250
	Iteration 155Q: 3 clusters Score -6238782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -6238773.000000 Penalty: 1028.156250
	Iteration 156Q: 3 clusters Score -6238773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -6238765.500000 Penalty: 1028.156250
	Iteration 157Q: 3 clusters Score -6238766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6238769.500000 Penalty: 1028.156250
	Iteration 158Q: 3 clusters Score -6238770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -6238769.500000 Penalty: 1028.156250
	Iteration 159Q: 3 clusters Score -6238770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6238763.000000 Penalty: 1028.156250
	Iteration 160F: 3 clusters Score -6238763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6238747.000000 Penalty: 1028.156250
	Iteration 161Q: 3 clusters Score -6238747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -6238742.000000 Penalty: 1028.156250
	Iteration 162Q: 3 clusters Score -6238742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6238746.500000 Penalty: 1028.156250
	Iteration 163Q: 3 clusters Score -6238746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6238752.500000 Penalty: 1028.156250
	Iteration 164Q: 3 clusters Score -6238752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6238762.000000 Penalty: 1028.156250
	Iteration 165Q: 3 clusters Score -6238762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -6238779.000000 Penalty: 1028.156250
	Iteration 166Q: 3 clusters Score -6238779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6238783.500000 Penalty: 1028.156250
	Iteration 167Q: 3 clusters Score -6238784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6238785.000000 Penalty: 1028.156250
	Iteration 168Q: 3 clusters Score -6238785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6238772.500000 Penalty: 1028.156250
	Iteration 169Q: 3 clusters Score -6238772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6238782.500000 Penalty: 1028.156250
	Iteration 170Q: 3 clusters Score -6238782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -6238751.500000 Penalty: 1028.156250
	Iteration 171Q: 3 clusters Score -6238752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -6238749.500000 Penalty: 1028.156250
	Iteration 172Q: 3 clusters Score -6238750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6238743.500000 Penalty: 1028.156250
	Iteration 173Q: 3 clusters Score -6238744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -6238730.500000 Penalty: 1028.156250
	Iteration 174Q: 3 clusters Score -6238730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -6238735.500000 Penalty: 1028.156250
	Iteration 175Q: 3 clusters Score -6238736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6238724.000000 Penalty: 1028.156250
	Iteration 176Q: 3 clusters Score -6238724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -6238719.500000 Penalty: 1028.156250
	Iteration 177Q: 3 clusters Score -6238720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6238716.500000 Penalty: 1028.156250
	Iteration 178Q: 3 clusters Score -6238716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -6238723.500000 Penalty: 1028.156250
	Iteration 179Q: 3 clusters Score -6238724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -6238724.500000 Penalty: 1028.156250
	Iteration 180F: 3 clusters Score -6238724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -6238728.000000 Penalty: 1028.156250
	Iteration 181Q: 3 clusters Score -6238728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -6238725.500000 Penalty: 1028.156250
	Iteration 182Q: 3 clusters Score -6238726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -6238728.500000 Penalty: 1028.156250
	Iteration 183Q: 3 clusters Score -6238728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6238723.500000 Penalty: 1028.156250
	Iteration 184Q: 3 clusters Score -6238724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -6238730.000000 Penalty: 1028.156250
	Iteration 185Q: 3 clusters Score -6238730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -6238738.000000 Penalty: 1028.156250
	Iteration 186Q: 3 clusters Score -6238738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -6238732.000000 Penalty: 1028.156250
	Iteration 187Q: 3 clusters Score -6238732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -6238729.000000 Penalty: 1028.156250
	Iteration 188Q: 3 clusters Score -6238729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -6238737.500000 Penalty: 1028.156250
	Iteration 189Q: 3 clusters Score -6238738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -6238741.500000 Penalty: 1028.156250
	Iteration 190Q: 3 clusters Score -6238742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -6238732.500000 Penalty: 1028.156250
	Iteration 191Q: 3 clusters Score -6238732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -6238726.500000 Penalty: 1028.156250
	Iteration 192Q: 3 clusters Score -6238726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6238722.500000 Penalty: 1028.156250
	Iteration 193Q: 3 clusters Score -6238722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -6238730.500000 Penalty: 1028.156250
	Iteration 194Q: 3 clusters Score -6238730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -6238733.500000 Penalty: 1028.156250
	Iteration 195Q: 3 clusters Score -6238734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -6238723.000000 Penalty: 1028.156250
	Iteration 196Q: 3 clusters Score -6238723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6238719.500000 Penalty: 1028.156250
	Iteration 197Q: 3 clusters Score -6238720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -6238709.000000 Penalty: 1028.156250
	Iteration 198Q: 3 clusters Score -6238709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238707.500000 Penalty: 1028.156250
	Iteration 199Q: 3 clusters Score -6238708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -6238720.500000 Penalty: 1028.156250
	Iteration 200F: 3 clusters Score -6238720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -6238708.000000 Penalty: 1028.156250
	Iteration 201Q: 3 clusters Score -6238708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238703.500000 Penalty: 1028.156250
	Iteration 202Q: 3 clusters Score -6238704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238708.000000 Penalty: 1028.156250
	Iteration 203Q: 3 clusters Score -6238708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6238695.000000 Penalty: 1028.156250
	Iteration 204Q: 3 clusters Score -6238695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238705.500000 Penalty: 1028.156250
	Iteration 205Q: 3 clusters Score -6238706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -6238694.000000 Penalty: 1028.156250
	Iteration 206Q: 3 clusters Score -6238694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -6238696.000000 Penalty: 1028.156250
	Iteration 207Q: 3 clusters Score -6238696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6238701.500000 Penalty: 1028.156250
	Iteration 208Q: 3 clusters Score -6238702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238699.000000 Penalty: 1028.156250
	Iteration 209Q: 3 clusters Score -6238699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6238704.000000 Penalty: 1028.156250
	Iteration 210Q: 3 clusters Score -6238704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6238700.000000 Penalty: 1028.156250
	Iteration 211Q: 3 clusters Score -6238700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238699.500000 Penalty: 1028.156250
	Iteration 212Q: 3 clusters Score -6238700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238700.500000 Penalty: 1028.156250
	Iteration 213Q: 3 clusters Score -6238700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6238700.500000 Penalty: 1028.156250
	Iteration 214F: 3 clusters Score -6238700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Entering Unmasked Estep 
Score: -41865648.000000 Penalty: 13242.601562
Splitting cluster 7 changes total score from -41794524.000000 to -41865648.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (18225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Entering Unmasked Estep 
Score: -1374764.000000 Penalty: 446.380005
	Iteration 0F: 2 clusters Score -1374764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1362607.500000 Penalty: 892.760010
	Iteration 0F: 3 clusters Score -1362608 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1368269.125000 Penalty: 892.760010
	Iteration 1F: 3 clusters Score -1368269 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1369241.875000 Penalty: 892.760010
	Iteration 2F: 3 clusters Score -1369242 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1370276.625000 Penalty: 892.760010
	Iteration 3F: 3 clusters Score -1370277 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1371211.750000 Penalty: 892.760010
	Iteration 4F: 3 clusters Score -1371212 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1371800.375000 Penalty: 892.760010
	Iteration 5F: 3 clusters Score -1371800 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1372175.125000 Penalty: 892.760010
	Iteration 6Q: 3 clusters Score -1372175 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1372449.875000 Penalty: 892.760010
	Iteration 7Q: 3 clusters Score -1372450 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1372678.500000 Penalty: 892.760010
	Iteration 8Q: 3 clusters Score -1372678 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1372903.125000 Penalty: 892.760010
	Iteration 9Q: 3 clusters Score -1372903 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1373157.625000 Penalty: 892.760010
	Iteration 10Q: 3 clusters Score -1373158 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1373455.875000 Penalty: 892.760010
	Iteration 11Q: 3 clusters Score -1373456 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1373763.625000 Penalty: 892.760010
	Iteration 12Q: 3 clusters Score -1373764 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1374039.750000 Penalty: 892.760010
	Iteration 13Q: 3 clusters Score -1374040 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1374289.625000 Penalty: 892.760010
	Iteration 14Q: 3 clusters Score -1374290 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1374450.875000 Penalty: 892.760010
	Iteration 15Q: 3 clusters Score -1374451 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1374546.125000 Penalty: 892.760010
	Iteration 16Q: 3 clusters Score -1374546 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1374602.625000 Penalty: 892.760010
	Iteration 17Q: 3 clusters Score -1374603 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1374643.375000 Penalty: 892.760010
	Iteration 18Q: 3 clusters Score -1374643 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1374674.125000 Penalty: 892.760010
	Iteration 19Q: 3 clusters Score -1374674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -1374692.750000 Penalty: 892.760010
	Iteration 20F: 3 clusters Score -1374693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1374712.000000 Penalty: 892.760010
	Iteration 21Q: 3 clusters Score -1374712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1374721.875000 Penalty: 892.760010
	Iteration 22Q: 3 clusters Score -1374722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1374734.500000 Penalty: 892.760010
	Iteration 23Q: 3 clusters Score -1374734 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1374752.000000 Penalty: 892.760010
	Iteration 24Q: 3 clusters Score -1374752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1374768.125000 Penalty: 892.760010
	Iteration 25Q: 3 clusters Score -1374768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1374792.750000 Penalty: 892.760010
	Iteration 26Q: 3 clusters Score -1374793 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1374834.750000 Penalty: 892.760010
	Iteration 27Q: 3 clusters Score -1374835 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1374898.000000 Penalty: 892.760010
	Iteration 28Q: 3 clusters Score -1374898 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1374997.375000 Penalty: 892.760010
	Iteration 29Q: 3 clusters Score -1374997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1375088.375000 Penalty: 892.760010
	Iteration 30Q: 3 clusters Score -1375088 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1375168.500000 Penalty: 892.760010
	Iteration 31Q: 3 clusters Score -1375168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1375217.625000 Penalty: 892.760010
	Iteration 32Q: 3 clusters Score -1375218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1375264.500000 Penalty: 892.760010
	Iteration 33Q: 3 clusters Score -1375264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1375294.000000 Penalty: 892.760010
	Iteration 34Q: 3 clusters Score -1375294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1375307.500000 Penalty: 892.760010
	Iteration 35Q: 3 clusters Score -1375308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1375318.000000 Penalty: 892.760010
	Iteration 36Q: 3 clusters Score -1375318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1375322.500000 Penalty: 892.760010
	Iteration 37Q: 3 clusters Score -1375322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1375324.625000 Penalty: 892.760010
	Iteration 38Q: 3 clusters Score -1375325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1375327.750000 Penalty: 892.760010
	Iteration 39Q: 3 clusters Score -1375328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1375396.500000 Penalty: 892.760010
	Iteration 40F: 3 clusters Score -1375396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1375427.375000 Penalty: 892.760010
	Iteration 41Q: 3 clusters Score -1375427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1375439.000000 Penalty: 892.760010
	Iteration 42Q: 3 clusters Score -1375439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1375453.125000 Penalty: 892.760010
	Iteration 43Q: 3 clusters Score -1375453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1375458.750000 Penalty: 892.760010
	Iteration 44Q: 3 clusters Score -1375459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1375463.750000 Penalty: 892.760010
	Iteration 45Q: 3 clusters Score -1375464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1375470.750000 Penalty: 892.760010
	Iteration 46Q: 3 clusters Score -1375471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1375473.875000 Penalty: 892.760010
	Iteration 47Q: 3 clusters Score -1375474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1375473.375000 Penalty: 892.760010
	Iteration 48Q: 3 clusters Score -1375473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1375474.375000 Penalty: 892.760010
	Iteration 49Q: 3 clusters Score -1375474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1375475.000000 Penalty: 892.760010
	Iteration 50Q: 3 clusters Score -1375475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1375474.375000 Penalty: 892.760010
	Iteration 51Q: 3 clusters Score -1375474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1375473.875000 Penalty: 892.760010
	Iteration 52Q: 3 clusters Score -1375474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1375479.000000 Penalty: 892.760010
	Iteration 53Q: 3 clusters Score -1375479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1375479.250000 Penalty: 892.760010
	Iteration 54Q: 3 clusters Score -1375479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1375483.500000 Penalty: 892.760010
	Iteration 55Q: 3 clusters Score -1375484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1375482.875000 Penalty: 892.760010
	Iteration 56Q: 3 clusters Score -1375483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1375489.500000 Penalty: 892.760010
	Iteration 57Q: 3 clusters Score -1375490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1375489.375000 Penalty: 892.760010
	Iteration 58Q: 3 clusters Score -1375489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1375490.125000 Penalty: 892.760010
	Iteration 59Q: 3 clusters Score -1375490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1375492.000000 Penalty: 892.760010
	Iteration 60F: 3 clusters Score -1375492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1375495.375000 Penalty: 892.760010
	Iteration 61Q: 3 clusters Score -1375495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1375493.625000 Penalty: 892.760010
	Iteration 62Q: 3 clusters Score -1375494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1375498.000000 Penalty: 892.760010
	Iteration 63Q: 3 clusters Score -1375498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1375496.875000 Penalty: 892.760010
	Iteration 64Q: 3 clusters Score -1375497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1375503.250000 Penalty: 892.760010
	Iteration 65Q: 3 clusters Score -1375503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1375500.875000 Penalty: 892.760010
	Iteration 66Q: 3 clusters Score -1375501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1375501.125000 Penalty: 892.760010
	Iteration 67Q: 3 clusters Score -1375501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1375503.500000 Penalty: 892.760010
	Iteration 68Q: 3 clusters Score -1375504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1375503.000000 Penalty: 892.760010
	Iteration 69Q: 3 clusters Score -1375503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1375506.125000 Penalty: 892.760010
	Iteration 70Q: 3 clusters Score -1375506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1375506.125000 Penalty: 892.760010
	Iteration 71F: 3 clusters Score -1375506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Entering Unmasked Estep 
Score: -41866252.000000 Penalty: 13844.538086
Splitting cluster 9 changes total score from -41794524.000000 to -41866252.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -173410.890625 Penalty: 355.811707
	Iteration 0F: 2 clusters Score -173410.9 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 1252 members 
Entering Unmasked Estep 
Score: -171677.937500 Penalty: 711.623413
	Iteration 0F: 3 clusters Score -171677.9 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -172639.890625 Penalty: 711.623413
	Iteration 1F: 3 clusters Score -172639.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -173125.312500 Penalty: 711.623413
	Iteration 2F: 3 clusters Score -173125.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -173488.328125 Penalty: 711.623413
	Iteration 3F: 3 clusters Score -173488.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -173728.078125 Penalty: 711.623413
	Iteration 4F: 3 clusters Score -173728.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -173856.109375 Penalty: 711.623413
	Iteration 5F: 3 clusters Score -173856.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173938.406250 Penalty: 711.623413
	Iteration 6Q: 3 clusters Score -173938.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -173979.578125 Penalty: 711.623413
	Iteration 7Q: 3 clusters Score -173979.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173998.156250 Penalty: 711.623413
	Iteration 8Q: 3 clusters Score -173998.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174009.734375 Penalty: 711.623413
	Iteration 9Q: 3 clusters Score -174009.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174016.921875 Penalty: 711.623413
	Iteration 10Q: 3 clusters Score -174016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174020.265625 Penalty: 711.623413
	Iteration 11Q: 3 clusters Score -174020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -174020.781250 Penalty: 711.623413
	Iteration 12Q: 3 clusters Score -174020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -174021.468750 Penalty: 711.623413
	Iteration 13Q: 3 clusters Score -174021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -174022.046875 Penalty: 711.623413
	Iteration 14Q: 3 clusters Score -174022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174021.968750 Penalty: 711.623413
	Iteration 15Q: 3 clusters Score -174022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -174022.031250 Penalty: 711.623413
	Iteration 16Q: 3 clusters Score -174022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -174022.453125 Penalty: 711.623413
	Iteration 17Q: 3 clusters Score -174022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174022.984375 Penalty: 711.623413
	Iteration 18Q: 3 clusters Score -174023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174023.546875 Penalty: 711.623413
	Iteration 19Q: 3 clusters Score -174023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174023.546875 Penalty: 711.623413
	Iteration 20F: 3 clusters Score -174023.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 57553 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Entering Unmasked Estep 
Score: -41866488.000000 Penalty: 14446.474609
Splitting cluster 10 changes total score from -41794524.000000 to -41866488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (57553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Entering Unmasked Estep 
Score: -4612173.000000 Penalty: 498.700989
	Iteration 0F: 2 clusters Score -4612173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4619778.000000 Penalty: 997.401978
	Iteration 0F: 3 clusters Score -4619778 nChanged 27877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4637546.000000 Penalty: 997.401978
	Iteration 1F: 3 clusters Score -4637546 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -4640321.500000 Penalty: 997.401978
	Iteration 2F: 3 clusters Score -4640322 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -4643778.000000 Penalty: 997.401978
	Iteration 3F: 3 clusters Score -4643778 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4645670.000000 Penalty: 997.401978
	Iteration 4F: 3 clusters Score -4645670 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4646081.500000 Penalty: 997.401978
	Iteration 5Q: 3 clusters Score -4646082 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4646106.500000 Penalty: 997.401978
	Iteration 6Q: 3 clusters Score -4646106 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4646074.500000 Penalty: 997.401978
	Iteration 7Q: 3 clusters Score -4646074 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4646029.000000 Penalty: 997.401978
	Iteration 8Q: 3 clusters Score -4646029 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4645903.000000 Penalty: 997.401978
	Iteration 9Q: 3 clusters Score -4645903 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4645741.000000 Penalty: 997.401978
	Iteration 10Q: 3 clusters Score -4645741 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4645606.500000 Penalty: 997.401978
	Iteration 11Q: 3 clusters Score -4645606 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4645423.000000 Penalty: 997.401978
	Iteration 12Q: 3 clusters Score -4645423 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4645220.500000 Penalty: 997.401978
	Iteration 13Q: 3 clusters Score -4645220 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4645093.000000 Penalty: 997.401978
	Iteration 14Q: 3 clusters Score -4645093 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4645048.500000 Penalty: 997.401978
	Iteration 15Q: 3 clusters Score -4645048 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -4644787.000000 Penalty: 997.401978
	Iteration 16Q: 3 clusters Score -4644787 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4644758.500000 Penalty: 997.401978
	Iteration 17Q: 3 clusters Score -4644758 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -4644717.000000 Penalty: 997.401978
	Iteration 18Q: 3 clusters Score -4644717 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4644657.000000 Penalty: 997.401978
	Iteration 19Q: 3 clusters Score -4644657 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4644578.500000 Penalty: 997.401978
	Iteration 20F: 3 clusters Score -4644578 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4644639.000000 Penalty: 997.401978
	Iteration 21Q: 3 clusters Score -4644639 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4644654.000000 Penalty: 997.401978
	Iteration 22Q: 3 clusters Score -4644654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4644651.500000 Penalty: 997.401978
	Iteration 23Q: 3 clusters Score -4644652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -4644675.500000 Penalty: 997.401978
	Iteration 24Q: 3 clusters Score -4644676 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4644744.500000 Penalty: 997.401978
	Iteration 25Q: 3 clusters Score -4644744 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4644771.500000 Penalty: 997.401978
	Iteration 26Q: 3 clusters Score -4644772 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4644803.500000 Penalty: 997.401978
	Iteration 27Q: 3 clusters Score -4644804 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4644819.000000 Penalty: 997.401978
	Iteration 28Q: 3 clusters Score -4644819 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4644840.000000 Penalty: 997.401978
	Iteration 29Q: 3 clusters Score -4644840 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4644901.000000 Penalty: 997.401978
	Iteration 30Q: 3 clusters Score -4644901 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4644959.500000 Penalty: 997.401978
	Iteration 31Q: 3 clusters Score -4644960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -4644932.000000 Penalty: 997.401978
	Iteration 32Q: 3 clusters Score -4644932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -4644999.000000 Penalty: 997.401978
	Iteration 33Q: 3 clusters Score -4644999 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4645046.000000 Penalty: 997.401978
	Iteration 34Q: 3 clusters Score -4645046 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4645095.000000 Penalty: 997.401978
	Iteration 35Q: 3 clusters Score -4645095 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4645122.000000 Penalty: 997.401978
	Iteration 36Q: 3 clusters Score -4645122 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4645147.000000 Penalty: 997.401978
	Iteration 37Q: 3 clusters Score -4645147 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -4645169.000000 Penalty: 997.401978
	Iteration 38Q: 3 clusters Score -4645169 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4645188.500000 Penalty: 997.401978
	Iteration 39Q: 3 clusters Score -4645188 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4645196.500000 Penalty: 997.401978
	Iteration 40F: 3 clusters Score -4645196 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -4645205.500000 Penalty: 997.401978
	Iteration 41Q: 3 clusters Score -4645206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4645267.000000 Penalty: 997.401978
	Iteration 42Q: 3 clusters Score -4645267 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4645303.000000 Penalty: 997.401978
	Iteration 43Q: 3 clusters Score -4645303 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4645309.000000 Penalty: 997.401978
	Iteration 44Q: 3 clusters Score -4645309 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4645368.000000 Penalty: 997.401978
	Iteration 45Q: 3 clusters Score -4645368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -4645361.000000 Penalty: 997.401978
	Iteration 46Q: 3 clusters Score -4645361 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -4645387.000000 Penalty: 997.401978
	Iteration 47Q: 3 clusters Score -4645387 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4645452.500000 Penalty: 997.401978
	Iteration 48Q: 3 clusters Score -4645452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -4645526.500000 Penalty: 997.401978
	Iteration 49Q: 3 clusters Score -4645526 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4645541.000000 Penalty: 997.401978
	Iteration 50Q: 3 clusters Score -4645541 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4645552.000000 Penalty: 997.401978
	Iteration 51Q: 3 clusters Score -4645552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4645614.500000 Penalty: 997.401978
	Iteration 52Q: 3 clusters Score -4645614 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4645659.500000 Penalty: 997.401978
	Iteration 53Q: 3 clusters Score -4645660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4645735.500000 Penalty: 997.401978
	Iteration 54Q: 3 clusters Score -4645736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4645790.500000 Penalty: 997.401978
	Iteration 55Q: 3 clusters Score -4645790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4645840.000000 Penalty: 997.401978
	Iteration 56Q: 3 clusters Score -4645840 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4645911.500000 Penalty: 997.401978
	Iteration 57Q: 3 clusters Score -4645912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -4645932.500000 Penalty: 997.401978
	Iteration 58Q: 3 clusters Score -4645932 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -4645982.500000 Penalty: 997.401978
	Iteration 59Q: 3 clusters Score -4645982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4646083.000000 Penalty: 997.401978
	Iteration 60F: 3 clusters Score -4646083 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4646124.000000 Penalty: 997.401978
	Iteration 61Q: 3 clusters Score -4646124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4646167.500000 Penalty: 997.401978
	Iteration 62Q: 3 clusters Score -4646168 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -4646269.000000 Penalty: 997.401978
	Iteration 63Q: 3 clusters Score -4646269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4646351.500000 Penalty: 997.401978
	Iteration 64Q: 3 clusters Score -4646352 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4646426.000000 Penalty: 997.401978
	Iteration 65Q: 3 clusters Score -4646426 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4646506.500000 Penalty: 997.401978
	Iteration 66Q: 3 clusters Score -4646506 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4646581.000000 Penalty: 997.401978
	Iteration 67Q: 3 clusters Score -4646581 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -4646643.000000 Penalty: 997.401978
	Iteration 68Q: 3 clusters Score -4646643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -4646654.000000 Penalty: 997.401978
	Iteration 69Q: 3 clusters Score -4646654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4646652.000000 Penalty: 997.401978
	Iteration 70Q: 3 clusters Score -4646652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -4646659.000000 Penalty: 997.401978
	Iteration 71Q: 3 clusters Score -4646659 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4646700.000000 Penalty: 997.401978
	Iteration 72Q: 3 clusters Score -4646700 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4646728.000000 Penalty: 997.401978
	Iteration 73Q: 3 clusters Score -4646728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4646778.500000 Penalty: 997.401978
	Iteration 74Q: 3 clusters Score -4646778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4646807.500000 Penalty: 997.401978
	Iteration 75Q: 3 clusters Score -4646808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4646875.500000 Penalty: 997.401978
	Iteration 76Q: 3 clusters Score -4646876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4646885.500000 Penalty: 997.401978
	Iteration 77Q: 3 clusters Score -4646886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4646901.000000 Penalty: 997.401978
	Iteration 78Q: 3 clusters Score -4646901 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4646933.500000 Penalty: 997.401978
	Iteration 79Q: 3 clusters Score -4646934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4646981.500000 Penalty: 997.401978
	Iteration 80F: 3 clusters Score -4646982 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4647046.500000 Penalty: 997.401978
	Iteration 81Q: 3 clusters Score -4647046 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4647088.500000 Penalty: 997.401978
	Iteration 82Q: 3 clusters Score -4647088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4647096.500000 Penalty: 997.401978
	Iteration 83Q: 3 clusters Score -4647096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4647114.000000 Penalty: 997.401978
	Iteration 84Q: 3 clusters Score -4647114 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4647152.000000 Penalty: 997.401978
	Iteration 85Q: 3 clusters Score -4647152 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4647169.000000 Penalty: 997.401978
	Iteration 86Q: 3 clusters Score -4647169 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4647171.500000 Penalty: 997.401978
	Iteration 87Q: 3 clusters Score -4647172 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4647227.500000 Penalty: 997.401978
	Iteration 88Q: 3 clusters Score -4647228 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4647291.000000 Penalty: 997.401978
	Iteration 89Q: 3 clusters Score -4647291 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4647320.500000 Penalty: 997.401978
	Iteration 90Q: 3 clusters Score -4647320 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4647357.000000 Penalty: 997.401978
	Iteration 91Q: 3 clusters Score -4647357 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4647355.000000 Penalty: 997.401978
	Iteration 92Q: 3 clusters Score -4647355 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4647356.500000 Penalty: 997.401978
	Iteration 93Q: 3 clusters Score -4647356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4647380.500000 Penalty: 997.401978
	Iteration 94Q: 3 clusters Score -4647380 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4647390.500000 Penalty: 997.401978
	Iteration 95Q: 3 clusters Score -4647390 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -4647416.000000 Penalty: 997.401978
	Iteration 96Q: 3 clusters Score -4647416 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4647457.000000 Penalty: 997.401978
	Iteration 97Q: 3 clusters Score -4647457 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4647495.000000 Penalty: 997.401978
	Iteration 98Q: 3 clusters Score -4647495 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -4647494.500000 Penalty: 997.401978
	Iteration 99Q: 3 clusters Score -4647494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4647523.500000 Penalty: 997.401978
	Iteration 100F: 3 clusters Score -4647524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4647521.000000 Penalty: 997.401978
	Iteration 101Q: 3 clusters Score -4647521 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4647555.000000 Penalty: 997.401978
	Iteration 102Q: 3 clusters Score -4647555 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4647574.500000 Penalty: 997.401978
	Iteration 103Q: 3 clusters Score -4647574 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4647588.000000 Penalty: 997.401978
	Iteration 104Q: 3 clusters Score -4647588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4647605.000000 Penalty: 997.401978
	Iteration 105Q: 3 clusters Score -4647605 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4647654.500000 Penalty: 997.401978
	Iteration 106Q: 3 clusters Score -4647654 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4647665.500000 Penalty: 997.401978
	Iteration 107Q: 3 clusters Score -4647666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -4647686.000000 Penalty: 997.401978
	Iteration 108Q: 3 clusters Score -4647686 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4647686.000000 Penalty: 997.401978
	Iteration 109Q: 3 clusters Score -4647686 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4647696.000000 Penalty: 997.401978
	Iteration 110Q: 3 clusters Score -4647696 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4647704.000000 Penalty: 997.401978
	Iteration 111Q: 3 clusters Score -4647704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4647706.000000 Penalty: 997.401978
	Iteration 112Q: 3 clusters Score -4647706 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4647719.000000 Penalty: 997.401978
	Iteration 113Q: 3 clusters Score -4647719 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4647710.000000 Penalty: 997.401978
	Iteration 114Q: 3 clusters Score -4647710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4647729.000000 Penalty: 997.401978
	Iteration 115Q: 3 clusters Score -4647729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4647731.000000 Penalty: 997.401978
	Iteration 116Q: 3 clusters Score -4647731 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4647715.500000 Penalty: 997.401978
	Iteration 117Q: 3 clusters Score -4647716 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4647716.500000 Penalty: 997.401978
	Iteration 118Q: 3 clusters Score -4647716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4647727.000000 Penalty: 997.401978
	Iteration 119Q: 3 clusters Score -4647727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4647739.000000 Penalty: 997.401978
	Iteration 120F: 3 clusters Score -4647739 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4647752.000000 Penalty: 997.401978
	Iteration 121Q: 3 clusters Score -4647752 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4647761.000000 Penalty: 997.401978
	Iteration 122Q: 3 clusters Score -4647761 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4647765.000000 Penalty: 997.401978
	Iteration 123Q: 3 clusters Score -4647765 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4647766.500000 Penalty: 997.401978
	Iteration 124Q: 3 clusters Score -4647766 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4647768.500000 Penalty: 997.401978
	Iteration 125Q: 3 clusters Score -4647768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4647785.500000 Penalty: 997.401978
	Iteration 126Q: 3 clusters Score -4647786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4647783.500000 Penalty: 997.401978
	Iteration 127Q: 3 clusters Score -4647784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4647779.500000 Penalty: 997.401978
	Iteration 128Q: 3 clusters Score -4647780 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4647753.000000 Penalty: 997.401978
	Iteration 129Q: 3 clusters Score -4647753 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -4647755.000000 Penalty: 997.401978
	Iteration 130Q: 3 clusters Score -4647755 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4647760.500000 Penalty: 997.401978
	Iteration 131Q: 3 clusters Score -4647760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4647786.500000 Penalty: 997.401978
	Iteration 132Q: 3 clusters Score -4647786 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4647815.000000 Penalty: 997.401978
	Iteration 133Q: 3 clusters Score -4647815 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4647830.500000 Penalty: 997.401978
	Iteration 134Q: 3 clusters Score -4647830 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -4647824.000000 Penalty: 997.401978
	Iteration 135Q: 3 clusters Score -4647824 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4647803.500000 Penalty: 997.401978
	Iteration 136Q: 3 clusters Score -4647804 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4647792.500000 Penalty: 997.401978
	Iteration 137Q: 3 clusters Score -4647792 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4647783.000000 Penalty: 997.401978
	Iteration 138Q: 3 clusters Score -4647783 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4647774.000000 Penalty: 997.401978
	Iteration 139Q: 3 clusters Score -4647774 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -4647747.000000 Penalty: 997.401978
	Iteration 140F: 3 clusters Score -4647747 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4647689.500000 Penalty: 997.401978
	Iteration 141Q: 3 clusters Score -4647690 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -4647671.500000 Penalty: 997.401978
	Iteration 142Q: 3 clusters Score -4647672 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4647598.000000 Penalty: 997.401978
	Iteration 143Q: 3 clusters Score -4647598 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -4647548.500000 Penalty: 997.401978
	Iteration 144Q: 3 clusters Score -4647548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4647442.000000 Penalty: 997.401978
	Iteration 145Q: 3 clusters Score -4647442 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4647372.000000 Penalty: 997.401978
	Iteration 146Q: 3 clusters Score -4647372 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4647261.500000 Penalty: 997.401978
	Iteration 147Q: 3 clusters Score -4647262 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4647142.500000 Penalty: 997.401978
	Iteration 148Q: 3 clusters Score -4647142 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4646973.500000 Penalty: 997.401978
	Iteration 149Q: 3 clusters Score -4646974 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4646780.500000 Penalty: 997.401978
	Iteration 150Q: 3 clusters Score -4646780 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4646492.500000 Penalty: 997.401978
	Iteration 151Q: 3 clusters Score -4646492 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4646306.500000 Penalty: 997.401978
	Iteration 152Q: 3 clusters Score -4646306 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -4646085.000000 Penalty: 997.401978
	Iteration 153Q: 3 clusters Score -4646085 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4645894.500000 Penalty: 997.401978
	Iteration 154Q: 3 clusters Score -4645894 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4645651.000000 Penalty: 997.401978
	Iteration 155Q: 3 clusters Score -4645651 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4645348.000000 Penalty: 997.401978
	Iteration 156Q: 3 clusters Score -4645348 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4645127.500000 Penalty: 997.401978
	Iteration 157Q: 3 clusters Score -4645128 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4644960.500000 Penalty: 997.401978
	Iteration 158Q: 3 clusters Score -4644960 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4644869.000000 Penalty: 997.401978
	Iteration 159Q: 3 clusters Score -4644869 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4644826.000000 Penalty: 997.401978
	Iteration 160F: 3 clusters Score -4644826 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4644690.500000 Penalty: 997.401978
	Iteration 161Q: 3 clusters Score -4644690 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -4644545.500000 Penalty: 997.401978
	Iteration 162Q: 3 clusters Score -4644546 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4644457.500000 Penalty: 997.401978
	Iteration 163Q: 3 clusters Score -4644458 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4644363.500000 Penalty: 997.401978
	Iteration 164Q: 3 clusters Score -4644364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4644296.000000 Penalty: 997.401978
	Iteration 165Q: 3 clusters Score -4644296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4644232.000000 Penalty: 997.401978
	Iteration 166Q: 3 clusters Score -4644232 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4644202.000000 Penalty: 997.401978
	Iteration 167Q: 3 clusters Score -4644202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4644154.500000 Penalty: 997.401978
	Iteration 168Q: 3 clusters Score -4644154 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4644124.000000 Penalty: 997.401978
	Iteration 169Q: 3 clusters Score -4644124 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4644129.500000 Penalty: 997.401978
	Iteration 170Q: 3 clusters Score -4644130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4644142.000000 Penalty: 997.401978
	Iteration 171Q: 3 clusters Score -4644142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4644166.500000 Penalty: 997.401978
	Iteration 172Q: 3 clusters Score -4644166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4644100.000000 Penalty: 997.401978
	Iteration 173Q: 3 clusters Score -4644100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4644068.000000 Penalty: 997.401978
	Iteration 174Q: 3 clusters Score -4644068 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4644052.500000 Penalty: 997.401978
	Iteration 175Q: 3 clusters Score -4644052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4644037.000000 Penalty: 997.401978
	Iteration 176Q: 3 clusters Score -4644037 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4643975.000000 Penalty: 997.401978
	Iteration 177Q: 3 clusters Score -4643975 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4643917.500000 Penalty: 997.401978
	Iteration 178Q: 3 clusters Score -4643918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4643890.000000 Penalty: 997.401978
	Iteration 179Q: 3 clusters Score -4643890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4643839.500000 Penalty: 997.401978
	Iteration 180F: 3 clusters Score -4643840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4643873.000000 Penalty: 997.401978
	Iteration 181Q: 3 clusters Score -4643873 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -4643829.000000 Penalty: 997.401978
	Iteration 182Q: 3 clusters Score -4643829 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -4643787.000000 Penalty: 997.401978
	Iteration 183Q: 3 clusters Score -4643787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -4643742.000000 Penalty: 997.401978
	Iteration 184Q: 3 clusters Score -4643742 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4643702.500000 Penalty: 997.401978
	Iteration 185Q: 3 clusters Score -4643702 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4643615.000000 Penalty: 997.401978
	Iteration 186Q: 3 clusters Score -4643615 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4643586.500000 Penalty: 997.401978
	Iteration 187Q: 3 clusters Score -4643586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4643551.500000 Penalty: 997.401978
	Iteration 188Q: 3 clusters Score -4643552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4643535.000000 Penalty: 997.401978
	Iteration 189Q: 3 clusters Score -4643535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4643490.000000 Penalty: 997.401978
	Iteration 190Q: 3 clusters Score -4643490 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4643456.000000 Penalty: 997.401978
	Iteration 191Q: 3 clusters Score -4643456 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4643422.000000 Penalty: 997.401978
	Iteration 192Q: 3 clusters Score -4643422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4643393.500000 Penalty: 997.401978
	Iteration 193Q: 3 clusters Score -4643394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4643350.000000 Penalty: 997.401978
	Iteration 194Q: 3 clusters Score -4643350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4643329.500000 Penalty: 997.401978
	Iteration 195Q: 3 clusters Score -4643330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4643295.500000 Penalty: 997.401978
	Iteration 196Q: 3 clusters Score -4643296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4643255.000000 Penalty: 997.401978
	Iteration 197Q: 3 clusters Score -4643255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -4643262.000000 Penalty: 997.401978
	Iteration 198Q: 3 clusters Score -4643262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4643247.500000 Penalty: 997.401978
	Iteration 199Q: 3 clusters Score -4643248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4643234.000000 Penalty: 997.401978
	Iteration 200F: 3 clusters Score -4643234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4643233.000000 Penalty: 997.401978
	Iteration 201Q: 3 clusters Score -4643233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4643236.000000 Penalty: 997.401978
	Iteration 202Q: 3 clusters Score -4643236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4643216.500000 Penalty: 997.401978
	Iteration 203Q: 3 clusters Score -4643216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4643237.500000 Penalty: 997.401978
	Iteration 204Q: 3 clusters Score -4643238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -4643211.000000 Penalty: 997.401978
	Iteration 205Q: 3 clusters Score -4643211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4643209.500000 Penalty: 997.401978
	Iteration 206Q: 3 clusters Score -4643210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4643203.500000 Penalty: 997.401978
	Iteration 207Q: 3 clusters Score -4643204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4643198.500000 Penalty: 997.401978
	Iteration 208Q: 3 clusters Score -4643198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4643191.000000 Penalty: 997.401978
	Iteration 209Q: 3 clusters Score -4643191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4643169.000000 Penalty: 997.401978
	Iteration 210Q: 3 clusters Score -4643169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4643159.500000 Penalty: 997.401978
	Iteration 211Q: 3 clusters Score -4643160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4643150.000000 Penalty: 997.401978
	Iteration 212Q: 3 clusters Score -4643150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -4643143.500000 Penalty: 997.401978
	Iteration 213Q: 3 clusters Score -4643144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -4643165.000000 Penalty: 997.401978
	Iteration 214Q: 3 clusters Score -4643165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4643148.000000 Penalty: 997.401978
	Iteration 215Q: 3 clusters Score -4643148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4643138.500000 Penalty: 997.401978
	Iteration 216Q: 3 clusters Score -4643138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4643125.500000 Penalty: 997.401978
	Iteration 217Q: 3 clusters Score -4643126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4643128.500000 Penalty: 997.401978
	Iteration 218Q: 3 clusters Score -4643128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4643121.500000 Penalty: 997.401978
	Iteration 219Q: 3 clusters Score -4643122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -4643142.000000 Penalty: 997.401978
	Iteration 220F: 3 clusters Score -4643142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4643126.500000 Penalty: 997.401978
	Iteration 221Q: 3 clusters Score -4643126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4643122.500000 Penalty: 997.401978
	Iteration 222Q: 3 clusters Score -4643122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4643123.000000 Penalty: 997.401978
	Iteration 223Q: 3 clusters Score -4643123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4643129.000000 Penalty: 997.401978
	Iteration 224Q: 3 clusters Score -4643129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4643118.000000 Penalty: 997.401978
	Iteration 225Q: 3 clusters Score -4643118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4643140.000000 Penalty: 997.401978
	Iteration 226Q: 3 clusters Score -4643140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4643134.500000 Penalty: 997.401978
	Iteration 227Q: 3 clusters Score -4643134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4643116.000000 Penalty: 997.401978
	Iteration 228Q: 3 clusters Score -4643116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4643114.000000 Penalty: 997.401978
	Iteration 229Q: 3 clusters Score -4643114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4643124.500000 Penalty: 997.401978
	Iteration 230Q: 3 clusters Score -4643124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4643123.500000 Penalty: 997.401978
	Iteration 231Q: 3 clusters Score -4643124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4643123.500000 Penalty: 997.401978
	Iteration 232F: 3 clusters Score -4643124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Entering Unmasked Estep 
Score: -41896776.000000 Penalty: 15048.411133
Splitting cluster 11 changes total score from -41794524.000000 to -41896776.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -37940.832031 Penalty: 289.044617
	Iteration 0F: 2 clusters Score -37940.83 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 280 members 
Entering Unmasked Estep 
Score: -37451.832031 Penalty: 578.089233
	Iteration 0F: 3 clusters Score -37451.83 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -37610.929688 Penalty: 578.089233
	Iteration 1F: 3 clusters Score -37610.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37668.835938 Penalty: 578.089233
	Iteration 2F: 3 clusters Score -37668.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37723.417969 Penalty: 578.089233
	Iteration 3F: 3 clusters Score -37723.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37754.468750 Penalty: 578.089233
	Iteration 4F: 3 clusters Score -37754.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37772.097656 Penalty: 578.089233
	Iteration 5Q: 3 clusters Score -37772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37791.101562 Penalty: 578.089233
	Iteration 6Q: 3 clusters Score -37791.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37816.121094 Penalty: 578.089233
	Iteration 7Q: 3 clusters Score -37816.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37833.015625 Penalty: 578.089233
	Iteration 8Q: 3 clusters Score -37833.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37843.828125 Penalty: 578.089233
	Iteration 9Q: 3 clusters Score -37843.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37852.687500 Penalty: 578.089233
	Iteration 10Q: 3 clusters Score -37852.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37855.613281 Penalty: 578.089233
	Iteration 11Q: 3 clusters Score -37855.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37855.898438 Penalty: 578.089233
	Iteration 12Q: 3 clusters Score -37855.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37856.269531 Penalty: 578.089233
	Iteration 13Q: 3 clusters Score -37856.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37857.648438 Penalty: 578.089233
	Iteration 14Q: 3 clusters Score -37857.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37859.570312 Penalty: 578.089233
	Iteration 15Q: 3 clusters Score -37859.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37859.902344 Penalty: 578.089233
	Iteration 16Q: 3 clusters Score -37859.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37860.218750 Penalty: 578.089233
	Iteration 17Q: 3 clusters Score -37860.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37876.750000 Penalty: 578.089233
	Iteration 18F: 3 clusters Score -37876.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37902.589844 Penalty: 578.089233
	Iteration 19Q: 3 clusters Score -37902.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37910.539062 Penalty: 578.089233
	Iteration 20F: 3 clusters Score -37910.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -37911.390625 Penalty: 578.089233
	Iteration 21Q: 3 clusters Score -37911.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37912.175781 Penalty: 578.089233
	Iteration 22Q: 3 clusters Score -37912.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -37912.175781 Penalty: 578.089233
	Iteration 23F: 3 clusters Score -37912.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Entering Unmasked Estep 
Score: -6668784.500000 Penalty: 516.099060
	Iteration 0F: 2 clusters Score -6668784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -6688003.000000 Penalty: 1032.198120
	Iteration 0F: 3 clusters Score -6688003 nChanged 41445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6716781.000000 Penalty: 1032.198120
	Iteration 1F: 3 clusters Score -6716781 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -6713492.000000 Penalty: 1032.198120
	Iteration 2F: 3 clusters Score -6713492 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -6714837.500000 Penalty: 1032.198120
	Iteration 3F: 3 clusters Score -6714838 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -6718691.000000 Penalty: 1032.198120
	Iteration 4F: 3 clusters Score -6718691 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -6724585.500000 Penalty: 1032.198120
	Iteration 5F: 3 clusters Score -6724586 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -6728323.500000 Penalty: 1032.198120
	Iteration 6F: 3 clusters Score -6728324 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -6729146.500000 Penalty: 1032.198120
	Iteration 7Q: 3 clusters Score -6729146 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6729245.500000 Penalty: 1032.198120
	Iteration 8Q: 3 clusters Score -6729246 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -6729396.000000 Penalty: 1032.198120
	Iteration 9Q: 3 clusters Score -6729396 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6729516.500000 Penalty: 1032.198120
	Iteration 10Q: 3 clusters Score -6729516 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -6729807.000000 Penalty: 1032.198120
	Iteration 11Q: 3 clusters Score -6729807 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -6729965.500000 Penalty: 1032.198120
	Iteration 12Q: 3 clusters Score -6729966 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -6730263.000000 Penalty: 1032.198120
	Iteration 13Q: 3 clusters Score -6730263 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -6730485.000000 Penalty: 1032.198120
	Iteration 14Q: 3 clusters Score -6730485 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -6730813.500000 Penalty: 1032.198120
	Iteration 15Q: 3 clusters Score -6730814 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6731064.000000 Penalty: 1032.198120
	Iteration 16Q: 3 clusters Score -6731064 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -6731364.000000 Penalty: 1032.198120
	Iteration 17Q: 3 clusters Score -6731364 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -6731688.000000 Penalty: 1032.198120
	Iteration 18Q: 3 clusters Score -6731688 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -6732098.000000 Penalty: 1032.198120
	Iteration 19Q: 3 clusters Score -6732098 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6732630.500000 Penalty: 1032.198120
	Iteration 20F: 3 clusters Score -6732630 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -6732957.000000 Penalty: 1032.198120
	Iteration 21Q: 3 clusters Score -6732957 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -6733170.000000 Penalty: 1032.198120
	Iteration 22Q: 3 clusters Score -6733170 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -6733370.500000 Penalty: 1032.198120
	Iteration 23Q: 3 clusters Score -6733370 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -6733599.500000 Penalty: 1032.198120
	Iteration 24Q: 3 clusters Score -6733600 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -6733808.500000 Penalty: 1032.198120
	Iteration 25Q: 3 clusters Score -6733808 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -6733920.000000 Penalty: 1032.198120
	Iteration 26Q: 3 clusters Score -6733920 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -6734039.000000 Penalty: 1032.198120
	Iteration 27Q: 3 clusters Score -6734039 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6733939.500000 Penalty: 1032.198120
	Iteration 28Q: 3 clusters Score -6733940 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6733746.000000 Penalty: 1032.198120
	Iteration 29Q: 3 clusters Score -6733746 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -6733700.000000 Penalty: 1032.198120
	Iteration 30Q: 3 clusters Score -6733700 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -6733922.500000 Penalty: 1032.198120
	Iteration 31Q: 3 clusters Score -6733922 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -6734052.000000 Penalty: 1032.198120
	Iteration 32Q: 3 clusters Score -6734052 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -6734243.000000 Penalty: 1032.198120
	Iteration 33Q: 3 clusters Score -6734243 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -6734325.000000 Penalty: 1032.198120
	Iteration 34Q: 3 clusters Score -6734325 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -6734385.500000 Penalty: 1032.198120
	Iteration 35Q: 3 clusters Score -6734386 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -6734503.500000 Penalty: 1032.198120
	Iteration 36Q: 3 clusters Score -6734504 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6734769.000000 Penalty: 1032.198120
	Iteration 37Q: 3 clusters Score -6734769 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -6734917.000000 Penalty: 1032.198120
	Iteration 38Q: 3 clusters Score -6734917 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6735036.500000 Penalty: 1032.198120
	Iteration 39Q: 3 clusters Score -6735036 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -6735420.000000 Penalty: 1032.198120
	Iteration 40F: 3 clusters Score -6735420 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -6735650.500000 Penalty: 1032.198120
	Iteration 41Q: 3 clusters Score -6735650 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -6735926.500000 Penalty: 1032.198120
	Iteration 42Q: 3 clusters Score -6735926 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6736166.000000 Penalty: 1032.198120
	Iteration 43Q: 3 clusters Score -6736166 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -6736261.500000 Penalty: 1032.198120
	Iteration 44Q: 3 clusters Score -6736262 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -6736362.000000 Penalty: 1032.198120
	Iteration 45Q: 3 clusters Score -6736362 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6736518.000000 Penalty: 1032.198120
	Iteration 46Q: 3 clusters Score -6736518 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6736582.000000 Penalty: 1032.198120
	Iteration 47Q: 3 clusters Score -6736582 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -6736656.000000 Penalty: 1032.198120
	Iteration 48Q: 3 clusters Score -6736656 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6736696.000000 Penalty: 1032.198120
	Iteration 49Q: 3 clusters Score -6736696 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -6736770.500000 Penalty: 1032.198120
	Iteration 50Q: 3 clusters Score -6736770 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -6736405.500000 Penalty: 1032.198120
	Iteration 51Q: 3 clusters Score -6736406 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6735992.000000 Penalty: 1032.198120
	Iteration 52Q: 3 clusters Score -6735992 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -6735661.500000 Penalty: 1032.198120
	Iteration 53Q: 3 clusters Score -6735662 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -6735407.500000 Penalty: 1032.198120
	Iteration 54Q: 3 clusters Score -6735408 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -6735312.000000 Penalty: 1032.198120
	Iteration 55Q: 3 clusters Score -6735312 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6735339.500000 Penalty: 1032.198120
	Iteration 56Q: 3 clusters Score -6735340 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -6735396.500000 Penalty: 1032.198120
	Iteration 57Q: 3 clusters Score -6735396 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6735501.000000 Penalty: 1032.198120
	Iteration 58Q: 3 clusters Score -6735501 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6735511.500000 Penalty: 1032.198120
	Iteration 59Q: 3 clusters Score -6735512 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -6735562.500000 Penalty: 1032.198120
	Iteration 60F: 3 clusters Score -6735562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -6735549.500000 Penalty: 1032.198120
	Iteration 61Q: 3 clusters Score -6735550 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6735508.500000 Penalty: 1032.198120
	Iteration 62Q: 3 clusters Score -6735508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -6735450.000000 Penalty: 1032.198120
	Iteration 63Q: 3 clusters Score -6735450 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6735522.000000 Penalty: 1032.198120
	Iteration 64Q: 3 clusters Score -6735522 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6735555.500000 Penalty: 1032.198120
	Iteration 65Q: 3 clusters Score -6735556 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6735537.000000 Penalty: 1032.198120
	Iteration 66Q: 3 clusters Score -6735537 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6735586.500000 Penalty: 1032.198120
	Iteration 67Q: 3 clusters Score -6735586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -6735638.500000 Penalty: 1032.198120
	Iteration 68Q: 3 clusters Score -6735638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6735612.500000 Penalty: 1032.198120
	Iteration 69Q: 3 clusters Score -6735612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -6735597.000000 Penalty: 1032.198120
	Iteration 70Q: 3 clusters Score -6735597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6735551.000000 Penalty: 1032.198120
	Iteration 71Q: 3 clusters Score -6735551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6735546.500000 Penalty: 1032.198120
	Iteration 72Q: 3 clusters Score -6735546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6735537.000000 Penalty: 1032.198120
	Iteration 73Q: 3 clusters Score -6735537 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6735573.000000 Penalty: 1032.198120
	Iteration 74Q: 3 clusters Score -6735573 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6735519.500000 Penalty: 1032.198120
	Iteration 75Q: 3 clusters Score -6735520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -6735457.000000 Penalty: 1032.198120
	Iteration 76Q: 3 clusters Score -6735457 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -6735452.000000 Penalty: 1032.198120
	Iteration 77Q: 3 clusters Score -6735452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6735476.500000 Penalty: 1032.198120
	Iteration 78Q: 3 clusters Score -6735476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -6735505.000000 Penalty: 1032.198120
	Iteration 79Q: 3 clusters Score -6735505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6735526.000000 Penalty: 1032.198120
	Iteration 80F: 3 clusters Score -6735526 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6735485.500000 Penalty: 1032.198120
	Iteration 81Q: 3 clusters Score -6735486 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6735499.500000 Penalty: 1032.198120
	Iteration 82Q: 3 clusters Score -6735500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -6735554.500000 Penalty: 1032.198120
	Iteration 83Q: 3 clusters Score -6735554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6735576.000000 Penalty: 1032.198120
	Iteration 84Q: 3 clusters Score -6735576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6735555.000000 Penalty: 1032.198120
	Iteration 85Q: 3 clusters Score -6735555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -6735561.000000 Penalty: 1032.198120
	Iteration 86Q: 3 clusters Score -6735561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -6735524.500000 Penalty: 1032.198120
	Iteration 87Q: 3 clusters Score -6735524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6735561.500000 Penalty: 1032.198120
	Iteration 88Q: 3 clusters Score -6735562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6735550.000000 Penalty: 1032.198120
	Iteration 89Q: 3 clusters Score -6735550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6735595.500000 Penalty: 1032.198120
	Iteration 90Q: 3 clusters Score -6735596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -6735590.000000 Penalty: 1032.198120
	Iteration 91Q: 3 clusters Score -6735590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6735610.000000 Penalty: 1032.198120
	Iteration 92Q: 3 clusters Score -6735610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6735662.500000 Penalty: 1032.198120
	Iteration 93Q: 3 clusters Score -6735662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -6735670.500000 Penalty: 1032.198120
	Iteration 94Q: 3 clusters Score -6735670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735678.500000 Penalty: 1032.198120
	Iteration 95Q: 3 clusters Score -6735678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -6735681.500000 Penalty: 1032.198120
	Iteration 96Q: 3 clusters Score -6735682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735683.000000 Penalty: 1032.198120
	Iteration 97Q: 3 clusters Score -6735683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735678.500000 Penalty: 1032.198120
	Iteration 98Q: 3 clusters Score -6735678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6735672.500000 Penalty: 1032.198120
	Iteration 99Q: 3 clusters Score -6735672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6735677.500000 Penalty: 1032.198120
	Iteration 100F: 3 clusters Score -6735678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6735682.500000 Penalty: 1032.198120
	Iteration 101Q: 3 clusters Score -6735682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6735677.500000 Penalty: 1032.198120
	Iteration 102Q: 3 clusters Score -6735678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6735671.500000 Penalty: 1032.198120
	Iteration 103Q: 3 clusters Score -6735672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -6735674.000000 Penalty: 1032.198120
	Iteration 104Q: 3 clusters Score -6735674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6735669.000000 Penalty: 1032.198120
	Iteration 105Q: 3 clusters Score -6735669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735685.000000 Penalty: 1032.198120
	Iteration 106Q: 3 clusters Score -6735685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735684.500000 Penalty: 1032.198120
	Iteration 107Q: 3 clusters Score -6735684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6735684.500000 Penalty: 1032.198120
	Iteration 108F: 3 clusters Score -6735684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 31993 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Entering Unmasked Estep 
Score: -41963832.000000 Penalty: 15650.346680
Splitting cluster 14 changes total score from -41794524.000000 to -41963832.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (31993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Entering Unmasked Estep 
Score: -2384328.250000 Penalty: 471.983887
	Iteration 0F: 2 clusters Score -2384328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2362947.250000 Penalty: 943.967773
	Iteration 0F: 3 clusters Score -2362947 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2372190.500000 Penalty: 943.967773
	Iteration 1F: 3 clusters Score -2372190 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2372801.500000 Penalty: 943.967773
	Iteration 2Q: 3 clusters Score -2372802 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2373829.250000 Penalty: 943.967773
	Iteration 3F: 3 clusters Score -2373829 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2375456.250000 Penalty: 943.967773
	Iteration 4F: 3 clusters Score -2375456 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2377360.500000 Penalty: 943.967773
	Iteration 5F: 3 clusters Score -2377360 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2378655.250000 Penalty: 943.967773
	Iteration 6F: 3 clusters Score -2378655 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2379219.000000 Penalty: 943.967773
	Iteration 7Q: 3 clusters Score -2379219 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2379485.750000 Penalty: 943.967773
	Iteration 8Q: 3 clusters Score -2379486 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2379629.750000 Penalty: 943.967773
	Iteration 9Q: 3 clusters Score -2379630 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2379761.000000 Penalty: 943.967773
	Iteration 10Q: 3 clusters Score -2379761 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2379878.500000 Penalty: 943.967773
	Iteration 11Q: 3 clusters Score -2379878 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2379991.000000 Penalty: 943.967773
	Iteration 12Q: 3 clusters Score -2379991 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2380143.500000 Penalty: 943.967773
	Iteration 13Q: 3 clusters Score -2380144 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2380332.500000 Penalty: 943.967773
	Iteration 14Q: 3 clusters Score -2380332 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2380548.750000 Penalty: 943.967773
	Iteration 15Q: 3 clusters Score -2380549 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2380823.250000 Penalty: 943.967773
	Iteration 16Q: 3 clusters Score -2380823 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2381157.250000 Penalty: 943.967773
	Iteration 17Q: 3 clusters Score -2381157 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2381536.500000 Penalty: 943.967773
	Iteration 18Q: 3 clusters Score -2381536 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2381966.250000 Penalty: 943.967773
	Iteration 19Q: 3 clusters Score -2381966 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -2382491.000000 Penalty: 943.967773
	Iteration 20F: 3 clusters Score -2382491 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2383038.000000 Penalty: 943.967773
	Iteration 21Q: 3 clusters Score -2383038 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2383592.750000 Penalty: 943.967773
	Iteration 22Q: 3 clusters Score -2383593 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2384075.000000 Penalty: 943.967773
	Iteration 23Q: 3 clusters Score -2384075 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2384464.750000 Penalty: 943.967773
	Iteration 24Q: 3 clusters Score -2384465 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -2384791.000000 Penalty: 943.967773
	Iteration 25Q: 3 clusters Score -2384791 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -2385003.000000 Penalty: 943.967773
	Iteration 26Q: 3 clusters Score -2385003 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2385169.500000 Penalty: 943.967773
	Iteration 27Q: 3 clusters Score -2385170 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2385296.000000 Penalty: 943.967773
	Iteration 28Q: 3 clusters Score -2385296 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -2385384.000000 Penalty: 943.967773
	Iteration 29Q: 3 clusters Score -2385384 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -2385457.750000 Penalty: 943.967773
	Iteration 30Q: 3 clusters Score -2385458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -2385505.500000 Penalty: 943.967773
	Iteration 31Q: 3 clusters Score -2385506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -2385536.750000 Penalty: 943.967773
	Iteration 32Q: 3 clusters Score -2385537 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -2385561.250000 Penalty: 943.967773
	Iteration 33Q: 3 clusters Score -2385561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -2385577.750000 Penalty: 943.967773
	Iteration 34Q: 3 clusters Score -2385578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -2385584.000000 Penalty: 943.967773
	Iteration 35Q: 3 clusters Score -2385584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -2385587.500000 Penalty: 943.967773
	Iteration 36Q: 3 clusters Score -2385588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -2385589.500000 Penalty: 943.967773
	Iteration 37Q: 3 clusters Score -2385590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2385587.250000 Penalty: 943.967773
	Iteration 38Q: 3 clusters Score -2385587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2385585.500000 Penalty: 943.967773
	Iteration 39Q: 3 clusters Score -2385586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2385596.750000 Penalty: 943.967773
	Iteration 40F: 3 clusters Score -2385597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2385595.500000 Penalty: 943.967773
	Iteration 41Q: 3 clusters Score -2385596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -2385595.000000 Penalty: 943.967773
	Iteration 42Q: 3 clusters Score -2385595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -2385590.750000 Penalty: 943.967773
	Iteration 43Q: 3 clusters Score -2385591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -2385592.000000 Penalty: 943.967773
	Iteration 44Q: 3 clusters Score -2385592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -2385592.500000 Penalty: 943.967773
	Iteration 45Q: 3 clusters Score -2385592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -2385591.000000 Penalty: 943.967773
	Iteration 46Q: 3 clusters Score -2385591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -2385591.000000 Penalty: 943.967773
	Iteration 47F: 3 clusters Score -2385591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 101226 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Entering Unmasked Estep 
Score: -41965184.000000 Penalty: 16252.283203
Splitting cluster 15 changes total score from -41794524.000000 to -41965184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (101226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Entering Unmasked Estep 
Score: -7997625.500000 Penalty: 524.392578
	Iteration 0F: 2 clusters Score -7997626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7985004.000000 Penalty: 1048.785156
	Iteration 0F: 3 clusters Score -7985004 nChanged 49439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -8017881.000000 Penalty: 1048.785156
	Iteration 1F: 3 clusters Score -8017881 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -8022374.000000 Penalty: 1048.785156
	Iteration 2F: 3 clusters Score -8022374 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -8025737.500000 Penalty: 1048.785156
	Iteration 3F: 3 clusters Score -8025738 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -8026026.500000 Penalty: 1048.785156
	Iteration 4F: 3 clusters Score -8026026 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -8025611.000000 Penalty: 1048.785156
	Iteration 5Q: 3 clusters Score -8025611 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -8025513.000000 Penalty: 1048.785156
	Iteration 6Q: 3 clusters Score -8025513 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -8025513.000000 Penalty: 1048.785156
	Iteration 7Q: 3 clusters Score -8025513 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -8025715.000000 Penalty: 1048.785156
	Iteration 8Q: 3 clusters Score -8025715 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -8025660.000000 Penalty: 1048.785156
	Iteration 9Q: 3 clusters Score -8025660 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -8026042.000000 Penalty: 1048.785156
	Iteration 10Q: 3 clusters Score -8026042 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -8026376.500000 Penalty: 1048.785156
	Iteration 11Q: 3 clusters Score -8026376 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -8026644.500000 Penalty: 1048.785156
	Iteration 12Q: 3 clusters Score -8026644 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -8026778.000000 Penalty: 1048.785156
	Iteration 13Q: 3 clusters Score -8026778 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -8027237.000000 Penalty: 1048.785156
	Iteration 14Q: 3 clusters Score -8027237 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -8027472.500000 Penalty: 1048.785156
	Iteration 15Q: 3 clusters Score -8027472 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -8027862.000000 Penalty: 1048.785156
	Iteration 16Q: 3 clusters Score -8027862 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -8028183.500000 Penalty: 1048.785156
	Iteration 17Q: 3 clusters Score -8028184 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -8028579.500000 Penalty: 1048.785156
	Iteration 18Q: 3 clusters Score -8028580 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -8028934.500000 Penalty: 1048.785156
	Iteration 19Q: 3 clusters Score -8028934 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -8029247.500000 Penalty: 1048.785156
	Iteration 20F: 3 clusters Score -8029248 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -8030064.000000 Penalty: 1048.785156
	Iteration 21Q: 3 clusters Score -8030064 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -8030340.000000 Penalty: 1048.785156
	Iteration 22Q: 3 clusters Score -8030340 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -8030585.500000 Penalty: 1048.785156
	Iteration 23Q: 3 clusters Score -8030586 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -8031418.000000 Penalty: 1048.785156
	Iteration 24Q: 3 clusters Score -8031418 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -8031830.500000 Penalty: 1048.785156
	Iteration 25Q: 3 clusters Score -8031830 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -8032392.000000 Penalty: 1048.785156
	Iteration 26Q: 3 clusters Score -8032392 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -8032991.500000 Penalty: 1048.785156
	Iteration 27Q: 3 clusters Score -8032992 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -8033444.000000 Penalty: 1048.785156
	Iteration 28Q: 3 clusters Score -8033444 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -8033802.500000 Penalty: 1048.785156
	Iteration 29Q: 3 clusters Score -8033802 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -8034274.000000 Penalty: 1048.785156
	Iteration 30Q: 3 clusters Score -8034274 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -8034538.500000 Penalty: 1048.785156
	Iteration 31Q: 3 clusters Score -8034538 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -8034862.500000 Penalty: 1048.785156
	Iteration 32Q: 3 clusters Score -8034862 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -8035121.000000 Penalty: 1048.785156
	Iteration 33Q: 3 clusters Score -8035121 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -8035291.000000 Penalty: 1048.785156
	Iteration 34Q: 3 clusters Score -8035291 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -8035530.000000 Penalty: 1048.785156
	Iteration 35Q: 3 clusters Score -8035530 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -8035516.500000 Penalty: 1048.785156
	Iteration 36Q: 3 clusters Score -8035516 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -8035553.000000 Penalty: 1048.785156
	Iteration 37Q: 3 clusters Score -8035553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -8035633.000000 Penalty: 1048.785156
	Iteration 38Q: 3 clusters Score -8035633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -8035702.500000 Penalty: 1048.785156
	Iteration 39Q: 3 clusters Score -8035702 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -8035748.000000 Penalty: 1048.785156
	Iteration 40F: 3 clusters Score -8035748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -8035768.500000 Penalty: 1048.785156
	Iteration 41Q: 3 clusters Score -8035768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -8035867.000000 Penalty: 1048.785156
	Iteration 42Q: 3 clusters Score -8035867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -8035859.500000 Penalty: 1048.785156
	Iteration 43Q: 3 clusters Score -8035860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -8035880.500000 Penalty: 1048.785156
	Iteration 44Q: 3 clusters Score -8035880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -8035898.000000 Penalty: 1048.785156
	Iteration 45Q: 3 clusters Score -8035898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -8035889.500000 Penalty: 1048.785156
	Iteration 46Q: 3 clusters Score -8035890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -8035885.000000 Penalty: 1048.785156
	Iteration 47Q: 3 clusters Score -8035885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -8035871.500000 Penalty: 1048.785156
	Iteration 48Q: 3 clusters Score -8035872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -8035900.000000 Penalty: 1048.785156
	Iteration 49Q: 3 clusters Score -8035900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -8035902.000000 Penalty: 1048.785156
	Iteration 50Q: 3 clusters Score -8035902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -8035950.500000 Penalty: 1048.785156
	Iteration 51Q: 3 clusters Score -8035950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -8035989.000000 Penalty: 1048.785156
	Iteration 52Q: 3 clusters Score -8035989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
Score: -8035987.000000 Penalty: 1048.785156
	Iteration 53Q: 3 clusters Score -8035987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -8035999.000000 Penalty: 1048.785156
	Iteration 54Q: 3 clusters Score -8035999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -8035977.000000 Penalty: 1048.785156
	Iteration 55Q: 3 clusters Score -8035977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -8035985.000000 Penalty: 1048.785156
	Iteration 56Q: 3 clusters Score -8035985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -8035973.500000 Penalty: 1048.785156
	Iteration 57Q: 3 clusters Score -8035974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -8035976.000000 Penalty: 1048.785156
	Iteration 58Q: 3 clusters Score -8035976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -8035976.500000 Penalty: 1048.785156
	Iteration 59Q: 3 clusters Score -8035976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -8035984.500000 Penalty: 1048.785156
	Iteration 60F: 3 clusters Score -8035984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -8036001.500000 Penalty: 1048.785156
	Iteration 61Q: 3 clusters Score -8036002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -8036000.000000 Penalty: 1048.785156
	Iteration 62Q: 3 clusters Score -8036000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -8036000.000000 Penalty: 1048.785156
	Iteration 63F: 3 clusters Score -8036000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Mstep: Class 28 contains 53323 members 
Entering Unmasked Estep 
Score: -42003584.000000 Penalty: 16854.220703
Splitting cluster 16 changes total score from -41794524.000000 to -42003584.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -57446.718750 Penalty: 312.728943
	Iteration 0F: 2 clusters Score -57446.72 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 504 members 
Entering Unmasked Estep 
Score: -56728.183594 Penalty: 625.457886
	Iteration 0F: 3 clusters Score -56728.18 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -57197.968750 Penalty: 625.457886
	Iteration 1F: 3 clusters Score -57197.97 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57659.265625 Penalty: 625.457886
	Iteration 2F: 3 clusters Score -57659.27 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58218.703125 Penalty: 625.457886
	Iteration 3F: 3 clusters Score -58218.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58721.871094 Penalty: 625.457886
	Iteration 4F: 3 clusters Score -58721.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59156.414062 Penalty: 625.457886
	Iteration 5F: 3 clusters Score -59156.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59482.109375 Penalty: 625.457886
	Iteration 6F: 3 clusters Score -59482.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59600.246094 Penalty: 625.457886
	Iteration 7Q: 3 clusters Score -59600.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -59627.910156 Penalty: 625.457886
	Iteration 8Q: 3 clusters Score -59627.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -59640.347656 Penalty: 625.457886
	Iteration 9Q: 3 clusters Score -59640.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59646.906250 Penalty: 625.457886
	Iteration 10Q: 3 clusters Score -59646.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59653.457031 Penalty: 625.457886
	Iteration 11Q: 3 clusters Score -59653.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -59654.238281 Penalty: 625.457886
	Iteration 12Q: 3 clusters Score -59654.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59654.652344 Penalty: 625.457886
	Iteration 13Q: 3 clusters Score -59654.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -59654.652344 Penalty: 625.457886
	Iteration 14F: 3 clusters Score -59654.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 6472 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Mstep: Class 28 contains 53323 members 
Mstep: Class 29 contains 525 members 
Entering Unmasked Estep 
Score: -42005548.000000 Penalty: 17456.156250
Splitting cluster 17 changes total score from -41794524.000000 to -42005548.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -439551.781250 Penalty: 399.273468
	Iteration 0F: 2 clusters Score -439551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -435371.875000 Penalty: 798.546936
	Iteration 0F: 3 clusters Score -435371.9 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -440823.812500 Penalty: 798.546936
	Iteration 1F: 3 clusters Score -440823.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -443903.156250 Penalty: 798.546936
	Iteration 2F: 3 clusters Score -443903.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -445587.093750 Penalty: 798.546936
	Iteration 3F: 3 clusters Score -445587.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -446371.812500 Penalty: 798.546936
	Iteration 4Q: 3 clusters Score -446371.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -446461.375000 Penalty: 798.546936
	Iteration 5Q: 3 clusters Score -446461.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -446470.875000 Penalty: 798.546936
	Iteration 6Q: 3 clusters Score -446470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -446471.656250 Penalty: 798.546936
	Iteration 7Q: 3 clusters Score -446471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -446473.156250 Penalty: 798.546936
	Iteration 8Q: 3 clusters Score -446473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -446473.312500 Penalty: 798.546936
	Iteration 9Q: 3 clusters Score -446473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -446473.812500 Penalty: 798.546936
	Iteration 10Q: 3 clusters Score -446473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -446473.812500 Penalty: 798.546936
	Iteration 11F: 3 clusters Score -446473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Mstep: Class 28 contains 53323 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 3233 members 
Entering Unmasked Estep 
Score: -42011796.000000 Penalty: 18058.093750
Splitting cluster 18 changes total score from -41794524.000000 to -42011796.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (39204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Entering Unmasked Estep 
Score: -2914150.750000 Penalty: 481.232300
	Iteration 0F: 2 clusters Score -2914151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2887967.500000 Penalty: 962.464600
	Iteration 0F: 3 clusters Score -2887968 nChanged 18938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2900369.250000 Penalty: 962.464600
	Iteration 1F: 3 clusters Score -2900369 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2902703.000000 Penalty: 962.464600
	Iteration 2F: 3 clusters Score -2902703 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2905602.500000 Penalty: 962.464600
	Iteration 3F: 3 clusters Score -2905602 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2908216.500000 Penalty: 962.464600
	Iteration 4F: 3 clusters Score -2908216 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2910227.750000 Penalty: 962.464600
	Iteration 5F: 3 clusters Score -2910228 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2911839.500000 Penalty: 962.464600
	Iteration 6Q: 3 clusters Score -2911840 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2912955.500000 Penalty: 962.464600
	Iteration 7Q: 3 clusters Score -2912956 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2913644.750000 Penalty: 962.464600
	Iteration 8Q: 3 clusters Score -2913645 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2914046.250000 Penalty: 962.464600
	Iteration 9Q: 3 clusters Score -2914046 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2914249.750000 Penalty: 962.464600
	Iteration 10Q: 3 clusters Score -2914250 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2914402.500000 Penalty: 962.464600
	Iteration 11Q: 3 clusters Score -2914402 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2914489.750000 Penalty: 962.464600
	Iteration 12Q: 3 clusters Score -2914490 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2914565.500000 Penalty: 962.464600
	Iteration 13Q: 3 clusters Score -2914566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2914602.750000 Penalty: 962.464600
	Iteration 14Q: 3 clusters Score -2914603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2914646.000000 Penalty: 962.464600
	Iteration 15Q: 3 clusters Score -2914646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2914674.250000 Penalty: 962.464600
	Iteration 16Q: 3 clusters Score -2914674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2914689.000000 Penalty: 962.464600
	Iteration 17Q: 3 clusters Score -2914689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2914696.750000 Penalty: 962.464600
	Iteration 18Q: 3 clusters Score -2914697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2914694.250000 Penalty: 962.464600
	Iteration 19Q: 3 clusters Score -2914694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2914701.000000 Penalty: 962.464600
	Iteration 20F: 3 clusters Score -2914701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2914698.500000 Penalty: 962.464600
	Iteration 21Q: 3 clusters Score -2914698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2914706.500000 Penalty: 962.464600
	Iteration 22Q: 3 clusters Score -2914706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2914710.000000 Penalty: 962.464600
	Iteration 23Q: 3 clusters Score -2914710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2914713.000000 Penalty: 962.464600
	Iteration 24Q: 3 clusters Score -2914713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2914711.750000 Penalty: 962.464600
	Iteration 25Q: 3 clusters Score -2914712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2914710.250000 Penalty: 962.464600
	Iteration 26Q: 3 clusters Score -2914710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2914710.500000 Penalty: 962.464600
	Iteration 27Q: 3 clusters Score -2914710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2914712.000000 Penalty: 962.464600
	Iteration 28Q: 3 clusters Score -2914712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2914711.250000 Penalty: 962.464600
	Iteration 29Q: 3 clusters Score -2914711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2914710.000000 Penalty: 962.464600
	Iteration 30Q: 3 clusters Score -2914710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2914710.000000 Penalty: 962.464600
	Iteration 31F: 3 clusters Score -2914710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 20 contains 50495 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Mstep: Class 28 contains 53323 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 1810 members 
Entering Unmasked Estep 
Score: -42012172.000000 Penalty: 18660.029297
Splitting cluster 19 changes total score from -41794524.000000 to -42012172.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (50495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Entering Unmasked Estep 
Score: -3998255.750000 Penalty: 492.748169
	Iteration 0F: 2 clusters Score -3998256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3979828.000000 Penalty: 985.496338
	Iteration 0F: 3 clusters Score -3979828 nChanged 24308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3996250.500000 Penalty: 985.496338
	Iteration 1F: 3 clusters Score -3996250 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3998909.000000 Penalty: 985.496338
	Iteration 2F: 3 clusters Score -3998909 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4002051.000000 Penalty: 985.496338
	Iteration 3F: 3 clusters Score -4002051 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4005297.750000 Penalty: 985.496338
	Iteration 4F: 3 clusters Score -4005298 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4007322.750000 Penalty: 985.496338
	Iteration 5F: 3 clusters Score -4007323 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4008090.500000 Penalty: 985.496338
	Iteration 6Q: 3 clusters Score -4008090 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4008478.500000 Penalty: 985.496338
	Iteration 7Q: 3 clusters Score -4008478 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4008774.000000 Penalty: 985.496338
	Iteration 8Q: 3 clusters Score -4008774 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4009026.750000 Penalty: 985.496338
	Iteration 9Q: 3 clusters Score -4009027 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4009185.000000 Penalty: 985.496338
	Iteration 10Q: 3 clusters Score -4009185 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4009363.750000 Penalty: 985.496338
	Iteration 11Q: 3 clusters Score -4009364 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4009500.500000 Penalty: 985.496338
	Iteration 12Q: 3 clusters Score -4009500 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4009624.500000 Penalty: 985.496338
	Iteration 13Q: 3 clusters Score -4009624 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4009754.500000 Penalty: 985.496338
	Iteration 14Q: 3 clusters Score -4009754 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4009948.000000 Penalty: 985.496338
	Iteration 15Q: 3 clusters Score -4009948 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -4010072.750000 Penalty: 985.496338
	Iteration 16Q: 3 clusters Score -4010073 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4010227.750000 Penalty: 985.496338
	Iteration 17Q: 3 clusters Score -4010228 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4010315.250000 Penalty: 985.496338
	Iteration 18Q: 3 clusters Score -4010315 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4010413.000000 Penalty: 985.496338
	Iteration 19Q: 3 clusters Score -4010413 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -4010534.500000 Penalty: 985.496338
	Iteration 20F: 3 clusters Score -4010534 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4010629.000000 Penalty: 985.496338
	Iteration 21Q: 3 clusters Score -4010629 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -4010670.500000 Penalty: 985.496338
	Iteration 22Q: 3 clusters Score -4010670 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4010712.500000 Penalty: 985.496338
	Iteration 23Q: 3 clusters Score -4010712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4010756.750000 Penalty: 985.496338
	Iteration 24Q: 3 clusters Score -4010757 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4010787.000000 Penalty: 985.496338
	Iteration 25Q: 3 clusters Score -4010787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4010817.500000 Penalty: 985.496338
	Iteration 26Q: 3 clusters Score -4010818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4010839.000000 Penalty: 985.496338
	Iteration 27Q: 3 clusters Score -4010839 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4010864.250000 Penalty: 985.496338
	Iteration 28Q: 3 clusters Score -4010864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4010842.000000 Penalty: 985.496338
	Iteration 29Q: 3 clusters Score -4010842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4010838.000000 Penalty: 985.496338
	Iteration 30Q: 3 clusters Score -4010838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4010860.750000 Penalty: 985.496338
	Iteration 31Q: 3 clusters Score -4010861 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -4010869.250000 Penalty: 985.496338
	Iteration 32Q: 3 clusters Score -4010869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4010895.750000 Penalty: 985.496338
	Iteration 33Q: 3 clusters Score -4010896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4010879.500000 Penalty: 985.496338
	Iteration 34Q: 3 clusters Score -4010880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4010888.000000 Penalty: 985.496338
	Iteration 35Q: 3 clusters Score -4010888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4010897.000000 Penalty: 985.496338
	Iteration 36Q: 3 clusters Score -4010897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4010884.500000 Penalty: 985.496338
	Iteration 37Q: 3 clusters Score -4010884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4010888.250000 Penalty: 985.496338
	Iteration 38Q: 3 clusters Score -4010888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4010886.250000 Penalty: 985.496338
	Iteration 39Q: 3 clusters Score -4010886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4010891.500000 Penalty: 985.496338
	Iteration 40F: 3 clusters Score -4010892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4010898.000000 Penalty: 985.496338
	Iteration 41Q: 3 clusters Score -4010898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4010899.500000 Penalty: 985.496338
	Iteration 42Q: 3 clusters Score -4010900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4010901.750000 Penalty: 985.496338
	Iteration 43Q: 3 clusters Score -4010902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4010898.250000 Penalty: 985.496338
	Iteration 44Q: 3 clusters Score -4010898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4010898.250000 Penalty: 985.496338
	Iteration 45F: 3 clusters Score -4010898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 1006 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 30726 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 20 contains 21897 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 38542 members 
Mstep: Class 23 contains 14347 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28604 members 
Mstep: Class 26 contains 44433 members 
Mstep: Class 27 contains 30092 members 
Mstep: Class 28 contains 53323 members 
Mstep: Class 29 contains 525 members 
Mstep: Class 30 contains 3233 members 
Mstep: Class 31 contains 1810 members 
Mstep: Class 32 contains 28598 members 
Entering Unmasked Estep 
Score: -42024800.000000 Penalty: 19261.964844
Splitting cluster 20 changes total score from -41794524.000000 to -42024800.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 513 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 43872 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 14 contains 39926 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 47903 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 20 contains 21897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42051884.000000 Penalty: 19261.964844
Iteration 39Q: 33 clusters Score -4.205188e+07 nChanged 32935
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 515 members 
Mstep: Class 4 contains 2502 members 
Mstep: Class 5 contains 46324 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 41739 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 30375 members 
Mstep: Class 12 contains 578 members 
Mstep: Class 13 contains 30347 members 
Mstep: Class 14 contains 43614 members 
Mstep: Class 15 contains 2022 members 
Mstep: Class 16 contains 52012 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 36128 members 
Mstep: Class 20 contains 22533 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 36800 members 
Mstep: Class 23 contains 12756 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 27777 members 
Mstep: Class 26 contains 42871 members 
Mstep: Class 27 contains 27808 members 
Mstep: Class 28 contains 53413 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 3255 members 
Mstep: Class 31 contains 1877 members 
Mstep: Class 32 contains 25259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061432.000000 Penalty: 19261.964844
Iteration 40F: 33 clusters Score -4.206143e+07 nChanged 32974
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 2475 members 
Mstep: Class 5 contains 44777 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 40199 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 30636 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 32019 members 
Mstep: Class 14 contains 45889 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 53345 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 3444 members 
Mstep: Class 19 contains 33085 members 
Mstep: Class 20 contains 22354 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 37579 members 
Mstep: Class 23 contains 12165 members 
Mstep: Class 24 contains 825 members 
Mstep: Class 25 contains 29165 members 
Mstep: Class 26 contains 41677 members 
Mstep: Class 27 contains 27593 members 
Mstep: Class 28 contains 55507 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 3528 members 
Mstep: Class 31 contains 2124 members 
Mstep: Class 32 contains 23861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42063056.000000 Penalty: 19261.964844
Iteration 41F: 33 clusters Score -4.206306e+07 nChanged 23070
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 533 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 44539 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 31112 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 32926 members 
Mstep: Class 14 contains 47877 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 53821 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 31375 members 
Mstep: Class 20 contains 22349 members 
Mstep: Class 21 contains 661 members 
Mstep: Class 22 contains 37246 members 
Mstep: Class 23 contains 11755 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 29599 members 
Mstep: Class 26 contains 40938 members 
Mstep: Class 27 contains 27130 members 
Mstep: Class 28 contains 56218 members 
Mstep: Class 29 contains 419 members 
Mstep: Class 30 contains 3623 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 23562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42064980.000000 Penalty: 19261.964844
Iteration 42Q: 33 clusters Score -4.206498e+07 nChanged 19089
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 539 members 
Mstep: Class 4 contains 2548 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 967 members 
Mstep: Class 7 contains 39068 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 31415 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 33862 members 
Mstep: Class 14 contains 49246 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 53899 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 3239 members 
Mstep: Class 19 contains 30396 members 
Mstep: Class 20 contains 22388 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 35803 members 
Mstep: Class 23 contains 11448 members 
Mstep: Class 24 contains 907 members 
Mstep: Class 25 contains 29804 members 
Mstep: Class 26 contains 41314 members 
Mstep: Class 27 contains 26693 members 
Mstep: Class 28 contains 56166 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 3670 members 
Mstep: Class 31 contains 2341 members 
Mstep: Class 32 contains 24002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42066572.000000 Penalty: 19261.964844
Iteration 43Q: 33 clusters Score -4.206657e+07 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 44001 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 38797 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 31642 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 14 contains 50466 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 53853 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 29747 members 
Mstep: Class 20 contains 22405 members 
Mstep: Class 21 contains 678 members 
Mstep: Class 22 contains 33843 members 
Mstep: Class 23 contains 11238 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 29840 members 
Mstep: Class 26 contains 42286 members 
Mstep: Class 27 contains 26304 members 
Mstep: Class 28 contains 55667 members 
Mstep: Class 29 contains 427 members 
Mstep: Class 30 contains 3708 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 24815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42068100.000000 Penalty: 19261.964844
Iteration 44Q: 33 clusters Score -4.20681e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 43993 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 38395 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 31836 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 35514 members 
Mstep: Class 14 contains 51674 members 
Mstep: Class 15 contains 2105 members 
Mstep: Class 16 contains 53852 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 29377 members 
Mstep: Class 20 contains 22359 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 31728 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 961 members 
Mstep: Class 25 contains 29733 members 
Mstep: Class 26 contains 43502 members 
Mstep: Class 27 contains 25897 members 
Mstep: Class 28 contains 54940 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 3730 members 
Mstep: Class 31 contains 2425 members 
Mstep: Class 32 contains 25770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42068696.000000 Penalty: 19261.964844
Iteration 45Q: 33 clusters Score -4.20687e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 43868 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 37823 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 31965 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 36192 members 
Mstep: Class 14 contains 52564 members 
Mstep: Class 15 contains 2104 members 
Mstep: Class 16 contains 53950 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 29124 members 
Mstep: Class 20 contains 22251 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 30024 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 982 members 
Mstep: Class 25 contains 29671 members 
Mstep: Class 26 contains 44787 members 
Mstep: Class 27 contains 25549 members 
Mstep: Class 28 contains 54040 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 3751 members 
Mstep: Class 31 contains 2445 members 
Mstep: Class 32 contains 26776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42069204.000000 Penalty: 19261.964844
Iteration 46Q: 33 clusters Score -4.20692e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 551 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 43760 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 37497 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2835 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 36737 members 
Mstep: Class 14 contains 53208 members 
Mstep: Class 15 contains 2108 members 
Mstep: Class 16 contains 54024 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 28961 members 
Mstep: Class 20 contains 22074 members 
Mstep: Class 21 contains 689 members 
Mstep: Class 22 contains 28567 members 
Mstep: Class 23 contains 10735 members 
Mstep: Class 24 contains 1002 members 
Mstep: Class 25 contains 29627 members 
Mstep: Class 26 contains 45822 members 
Mstep: Class 27 contains 25247 members 
Mstep: Class 28 contains 53154 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 3762 members 
Mstep: Class 31 contains 2453 members 
Mstep: Class 32 contains 27877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42069216.000000 Penalty: 19261.964844
Iteration 47Q: 33 clusters Score -4.206922e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 43756 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 37595 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 32142 members 
Mstep: Class 12 contains 583 members 
Mstep: Class 13 contains 37172 members 
Mstep: Class 14 contains 53908 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 53850 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 28848 members 
Mstep: Class 20 contains 21963 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 27164 members 
Mstep: Class 23 contains 10606 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 29576 members 
Mstep: Class 26 contains 46336 members 
Mstep: Class 27 contains 24967 members 
Mstep: Class 28 contains 52274 members 
Mstep: Class 29 contains 427 members 
Mstep: Class 30 contains 3767 members 
Mstep: Class 31 contains 2445 members 
Mstep: Class 32 contains 29100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42069660.000000 Penalty: 19261.964844
Iteration 48Q: 33 clusters Score -4.206966e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 43630 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 37897 members 
Mstep: Class 8 contains 980 members 
Mstep: Class 9 contains 2878 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 32203 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 54610 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 53548 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 28789 members 
Mstep: Class 20 contains 21840 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 25768 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 29524 members 
Mstep: Class 26 contains 46628 members 
Mstep: Class 27 contains 24725 members 
Mstep: Class 28 contains 51504 members 
Mstep: Class 29 contains 428 members 
Mstep: Class 30 contains 3769 members 
Mstep: Class 31 contains 2444 members 
Mstep: Class 32 contains 30322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42070464.000000 Penalty: 19261.964844
Iteration 49Q: 33 clusters Score -4.207046e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 43505 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 38351 members 
Mstep: Class 8 contains 982 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 32215 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 38152 members 
Mstep: Class 14 contains 55226 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 53075 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 28745 members 
Mstep: Class 20 contains 21775 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 10429 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 29446 members 
Mstep: Class 26 contains 46846 members 
Mstep: Class 27 contains 24472 members 
Mstep: Class 28 contains 50837 members 
Mstep: Class 29 contains 429 members 
Mstep: Class 30 contains 3774 members 
Mstep: Class 31 contains 2438 members 
Mstep: Class 32 contains 31544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42070980.000000 Penalty: 19261.964844
Iteration 50Q: 33 clusters Score -4.207098e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 43369 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 38811 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 32204 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 38650 members 
Mstep: Class 14 contains 55816 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 52718 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 21729 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 23135 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 29373 members 
Mstep: Class 26 contains 46982 members 
Mstep: Class 27 contains 24231 members 
Mstep: Class 28 contains 50175 members 
Mstep: Class 29 contains 430 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 2424 members 
Mstep: Class 32 contains 32627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42071564.000000 Penalty: 19261.964844
Iteration 51Q: 33 clusters Score -4.207156e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 43257 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 39287 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 32141 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 39107 members 
Mstep: Class 14 contains 56362 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 52369 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 28696 members 
Mstep: Class 20 contains 21742 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 21982 members 
Mstep: Class 23 contains 10285 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 29330 members 
Mstep: Class 26 contains 47070 members 
Mstep: Class 27 contains 23998 members 
Mstep: Class 28 contains 49546 members 
Mstep: Class 29 contains 431 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 2421 members 
Mstep: Class 32 contains 33603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42072308.000000 Penalty: 19261.964844
Iteration 52Q: 33 clusters Score -4.207231e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1231 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 39832 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 32042 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 39478 members 
Mstep: Class 14 contains 56762 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 51998 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3060 members 
Mstep: Class 19 contains 28678 members 
Mstep: Class 20 contains 21822 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 20917 members 
Mstep: Class 23 contains 10225 members 
Mstep: Class 24 contains 1130 members 
Mstep: Class 25 contains 29326 members 
Mstep: Class 26 contains 47150 members 
Mstep: Class 27 contains 23788 members 
Mstep: Class 28 contains 48928 members 
Mstep: Class 29 contains 431 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 2404 members 
Mstep: Class 32 contains 34517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073468.000000 Penalty: 19261.964844
Iteration 53Q: 33 clusters Score -4.207347e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 40224 members 
Mstep: Class 8 contains 995 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 31961 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 39791 members 
Mstep: Class 14 contains 57138 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 51688 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3063 members 
Mstep: Class 19 contains 28678 members 
Mstep: Class 20 contains 21894 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 10175 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 29300 members 
Mstep: Class 26 contains 47230 members 
Mstep: Class 27 contains 23606 members 
Mstep: Class 28 contains 48303 members 
Mstep: Class 29 contains 433 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 2397 members 
Mstep: Class 32 contains 35341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42074560.000000 Penalty: 19261.964844
Iteration 54Q: 33 clusters Score -4.207456e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 43148 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 40603 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 31854 members 
Mstep: Class 12 contains 584 members 
Mstep: Class 13 contains 40147 members 
Mstep: Class 14 contains 57417 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 51428 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 28681 members 
Mstep: Class 20 contains 22052 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 19266 members 
Mstep: Class 23 contains 10133 members 
Mstep: Class 24 contains 1164 members 
Mstep: Class 25 contains 29258 members 
Mstep: Class 26 contains 47307 members 
Mstep: Class 27 contains 23411 members 
Mstep: Class 28 contains 47699 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 2380 members 
Mstep: Class 32 contains 36024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42075468.000000 Penalty: 19261.964844
Iteration 55Q: 33 clusters Score -4.207547e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1217 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 43107 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 40962 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 2911 members 
Mstep: Class 11 contains 31714 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 40480 members 
Mstep: Class 14 contains 57637 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 51255 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 28686 members 
Mstep: Class 20 contains 22195 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 18610 members 
Mstep: Class 23 contains 10098 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 29274 members 
Mstep: Class 26 contains 47363 members 
Mstep: Class 27 contains 23237 members 
Mstep: Class 28 contains 47128 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 2356 members 
Mstep: Class 32 contains 36602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42076388.000000 Penalty: 19261.964844
Iteration 56Q: 33 clusters Score -4.207639e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 42944 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 41308 members 
Mstep: Class 8 contains 1017 members 
Mstep: Class 9 contains 3106 members 
Mstep: Class 10 contains 2924 members 
Mstep: Class 11 contains 31518 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 41007 members 
Mstep: Class 14 contains 57824 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 51041 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 28704 members 
Mstep: Class 20 contains 22382 members 
Mstep: Class 21 contains 700 members 
Mstep: Class 22 contains 17975 members 
Mstep: Class 23 contains 10052 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 29323 members 
Mstep: Class 26 contains 47437 members 
Mstep: Class 27 contains 23002 members 
Mstep: Class 28 contains 46646 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 37110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42077960.000000 Penalty: 19261.964844
Iteration 57Q: 33 clusters Score -4.207796e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 42724 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 41595 members 
Mstep: Class 8 contains 1022 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 31268 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 41654 members 
Mstep: Class 14 contains 58027 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 50778 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 28705 members 
Mstep: Class 20 contains 22603 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 17399 members 
Mstep: Class 23 contains 10028 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 29391 members 
Mstep: Class 26 contains 47515 members 
Mstep: Class 27 contains 22726 members 
Mstep: Class 28 contains 46255 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 37529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42079032.000000 Penalty: 19261.964844
Iteration 58Q: 33 clusters Score -4.207903e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 42310 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 41870 members 
Mstep: Class 8 contains 1026 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 30988 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 42546 members 
Mstep: Class 14 contains 58213 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 50457 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 3008 members 
Mstep: Class 19 contains 28684 members 
Mstep: Class 20 contains 22860 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 16812 members 
Mstep: Class 23 contains 10003 members 
Mstep: Class 24 contains 1236 members 
Mstep: Class 25 contains 29457 members 
Mstep: Class 26 contains 47619 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 45966 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 2271 members 
Mstep: Class 32 contains 37870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42079804.000000 Penalty: 19261.964844
Iteration 59Q: 33 clusters Score -4.20798e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 41797 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 42140 members 
Mstep: Class 8 contains 1030 members 
Mstep: Class 9 contains 3143 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 30685 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 43655 members 
Mstep: Class 14 contains 58435 members 
Mstep: Class 15 contains 2037 members 
Mstep: Class 16 contains 50141 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2993 members 
Mstep: Class 19 contains 28655 members 
Mstep: Class 20 contains 23104 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 16199 members 
Mstep: Class 23 contains 9989 members 
Mstep: Class 24 contains 1251 members 
Mstep: Class 25 contains 29470 members 
Mstep: Class 26 contains 47730 members 
Mstep: Class 27 contains 22131 members 
Mstep: Class 28 contains 45592 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 3782 members 
Mstep: Class 31 contains 2231 members 
Mstep: Class 32 contains 38306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42081188.000000 Penalty: 19261.964844
Iteration 60F: 33 clusters Score -4.208119e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 41329 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 42419 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 30298 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 44946 members 
Mstep: Class 14 contains 58743 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 49006 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 28594 members 
Mstep: Class 20 contains 23427 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 15529 members 
Mstep: Class 23 contains 9938 members 
Mstep: Class 24 contains 1278 members 
Mstep: Class 25 contains 29412 members 
Mstep: Class 26 contains 47821 members 
Mstep: Class 27 contains 21786 members 
Mstep: Class 28 contains 45232 members 
Mstep: Class 29 contains 434 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 2184 members 
Mstep: Class 32 contains 39500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42080708.000000 Penalty: 19261.964844
Iteration 61Q: 33 clusters Score -4.208071e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3345 members 
Mstep: Class 5 contains 40355 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 42736 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 29788 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 46740 members 
Mstep: Class 14 contains 59017 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 47764 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 28616 members 
Mstep: Class 20 contains 23859 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 14797 members 
Mstep: Class 23 contains 9903 members 
Mstep: Class 24 contains 1293 members 
Mstep: Class 25 contains 29415 members 
Mstep: Class 26 contains 47960 members 
Mstep: Class 27 contains 21435 members 
Mstep: Class 28 contains 44777 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3782 members 
Mstep: Class 31 contains 2122 members 
Mstep: Class 32 contains 40766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42079340.000000 Penalty: 19261.964844
Iteration 62Q: 33 clusters Score -4.207934e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 39788 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 43108 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 3184 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 29383 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 48071 members 
Mstep: Class 14 contains 59249 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 47001 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 28616 members 
Mstep: Class 20 contains 24088 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 14030 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1318 members 
Mstep: Class 25 contains 29311 members 
Mstep: Class 26 contains 48126 members 
Mstep: Class 27 contains 21181 members 
Mstep: Class 28 contains 43891 members 
Mstep: Class 29 contains 435 members 
Mstep: Class 30 contains 3787 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 42192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42077248.000000 Penalty: 19261.964844
Iteration 63Q: 33 clusters Score -4.207725e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 39752 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 43527 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 3202 members 
Mstep: Class 10 contains 3186 members 
Mstep: Class 11 contains 29122 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 49126 members 
Mstep: Class 14 contains 59428 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 46968 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 28539 members 
Mstep: Class 20 contains 23717 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 13279 members 
Mstep: Class 23 contains 9796 members 
Mstep: Class 24 contains 1346 members 
Mstep: Class 25 contains 28967 members 
Mstep: Class 26 contains 48286 members 
Mstep: Class 27 contains 20851 members 
Mstep: Class 28 contains 42989 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 2012 members 
Mstep: Class 32 contains 43496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42075572.000000 Penalty: 19261.964844
Iteration 64Q: 33 clusters Score -4.207557e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 40022 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 44028 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 3196 members 
Mstep: Class 11 contains 28882 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 49973 members 
Mstep: Class 14 contains 59566 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 47478 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 28420 members 
Mstep: Class 20 contains 22658 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 12511 members 
Mstep: Class 23 contains 9749 members 
Mstep: Class 24 contains 1387 members 
Mstep: Class 25 contains 28605 members 
Mstep: Class 26 contains 48426 members 
Mstep: Class 27 contains 20521 members 
Mstep: Class 28 contains 42359 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 1934 members 
Mstep: Class 32 contains 44649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073996.000000 Penalty: 19261.964844
Iteration 65Q: 33 clusters Score -4.2074e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 40606 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 44492 members 
Mstep: Class 8 contains 1035 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 3195 members 
Mstep: Class 11 contains 28612 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50432 members 
Mstep: Class 14 contains 59767 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 48046 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 28293 members 
Mstep: Class 20 contains 21467 members 
Mstep: Class 21 contains 710 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 9693 members 
Mstep: Class 24 contains 1419 members 
Mstep: Class 25 contains 28364 members 
Mstep: Class 26 contains 48492 members 
Mstep: Class 27 contains 20176 members 
Mstep: Class 28 contains 41951 members 
Mstep: Class 29 contains 437 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 1864 members 
Mstep: Class 32 contains 45655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073576.000000 Penalty: 19261.964844
Iteration 66Q: 33 clusters Score -4.207358e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3682 members 
Mstep: Class 5 contains 41269 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 44964 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 28193 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50699 members 
Mstep: Class 14 contains 59885 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 48367 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 28214 members 
Mstep: Class 20 contains 20506 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 11104 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 1445 members 
Mstep: Class 25 contains 28359 members 
Mstep: Class 26 contains 48589 members 
Mstep: Class 27 contains 19751 members 
Mstep: Class 28 contains 41879 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 46412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073248.000000 Penalty: 19261.964844
Iteration 67Q: 33 clusters Score -4.207325e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1153 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3753 members 
Mstep: Class 5 contains 42012 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 45421 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 3273 members 
Mstep: Class 11 contains 27706 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50635 members 
Mstep: Class 14 contains 59943 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 48711 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 28178 members 
Mstep: Class 20 contains 19781 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 10458 members 
Mstep: Class 23 contains 9509 members 
Mstep: Class 24 contains 1457 members 
Mstep: Class 25 contains 28584 members 
Mstep: Class 26 contains 48720 members 
Mstep: Class 27 contains 19347 members 
Mstep: Class 28 contains 41921 members 
Mstep: Class 29 contains 438 members 
Mstep: Class 30 contains 3780 members 
Mstep: Class 31 contains 1740 members 
Mstep: Class 32 contains 46820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073124.000000 Penalty: 19261.964844
Iteration 68Q: 33 clusters Score -4.207312e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3825 members 
Mstep: Class 5 contains 42660 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 45891 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 11 contains 27201 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50434 members 
Mstep: Class 14 contains 59937 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 48992 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 28134 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 9856 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 29098 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 18899 members 
Mstep: Class 28 contains 42005 members 
Mstep: Class 29 contains 439 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 47003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42073136.000000 Penalty: 19261.964844
Iteration 69Q: 33 clusters Score -4.207314e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 43175 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 26687 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50247 members 
Mstep: Class 14 contains 59944 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 49260 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 28158 members 
Mstep: Class 20 contains 19012 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 9286 members 
Mstep: Class 23 contains 9290 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 29683 members 
Mstep: Class 26 contains 48967 members 
Mstep: Class 27 contains 18455 members 
Mstep: Class 28 contains 42092 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 1714 members 
Mstep: Class 32 contains 47054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42072572.000000 Penalty: 19261.964844
Iteration 70Q: 33 clusters Score -4.207257e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 43509 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 46677 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 26235 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50037 members 
Mstep: Class 14 contains 59901 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 49554 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 28223 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 9188 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 30331 members 
Mstep: Class 26 contains 49076 members 
Mstep: Class 27 contains 18041 members 
Mstep: Class 28 contains 42250 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 1764 members 
Mstep: Class 32 contains 46918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42072356.000000 Penalty: 19261.964844
Iteration 71Q: 33 clusters Score -4.207236e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 43695 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 46979 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 25855 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50052 members 
Mstep: Class 14 contains 59900 members 
Mstep: Class 15 contains 1595 members 
Mstep: Class 16 contains 49923 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2871 members 
Mstep: Class 19 contains 28253 members 
Mstep: Class 20 contains 18661 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 8460 members 
Mstep: Class 23 contains 9067 members 
Mstep: Class 24 contains 1505 members 
Mstep: Class 25 contains 30907 members 
Mstep: Class 26 contains 49129 members 
Mstep: Class 27 contains 17587 members 
Mstep: Class 28 contains 42264 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 3783 members 
Mstep: Class 31 contains 1849 members 
Mstep: Class 32 contains 46780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42071764.000000 Penalty: 19261.964844
Iteration 72Q: 33 clusters Score -4.207176e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1134 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 43716 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 47245 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 25596 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50135 members 
Mstep: Class 14 contains 59848 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 50291 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 28291 members 
Mstep: Class 20 contains 18534 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 8163 members 
Mstep: Class 23 contains 8965 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 31476 members 
Mstep: Class 26 contains 49182 members 
Mstep: Class 27 contains 17138 members 
Mstep: Class 28 contains 42213 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 1919 members 
Mstep: Class 32 contains 46678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42071200.000000 Penalty: 19261.964844
Iteration 73Q: 33 clusters Score -4.20712e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1137 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 43672 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 47501 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 25354 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50481 members 
Mstep: Class 14 contains 59774 members 
Mstep: Class 15 contains 1480 members 
Mstep: Class 16 contains 50585 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 28282 members 
Mstep: Class 20 contains 18505 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 7939 members 
Mstep: Class 23 contains 8844 members 
Mstep: Class 24 contains 1513 members 
Mstep: Class 25 contains 31937 members 
Mstep: Class 26 contains 49187 members 
Mstep: Class 27 contains 16609 members 
Mstep: Class 28 contains 42221 members 
Mstep: Class 29 contains 440 members 
Mstep: Class 30 contains 3787 members 
Mstep: Class 31 contains 1997 members 
Mstep: Class 32 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42070640.000000 Penalty: 19261.964844
Iteration 74Q: 33 clusters Score -4.207064e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3930 members 
Mstep: Class 5 contains 43607 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 47687 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 25146 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 50889 members 
Mstep: Class 14 contains 59742 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 50882 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 18526 members 
Mstep: Class 21 contains 719 members 
Mstep: Class 22 contains 7779 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 32293 members 
Mstep: Class 26 contains 49152 members 
Mstep: Class 27 contains 16126 members 
Mstep: Class 28 contains 42206 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 3788 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 46308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42070088.000000 Penalty: 19261.964844
Iteration 75Q: 33 clusters Score -4.207009e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1135 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 43497 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 47854 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 3444 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 24980 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 51368 members 
Mstep: Class 14 contains 59713 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 51139 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 18589 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 7653 members 
Mstep: Class 23 contains 8600 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 32579 members 
Mstep: Class 26 contains 49098 members 
Mstep: Class 27 contains 15654 members 
Mstep: Class 28 contains 42225 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 3789 members 
Mstep: Class 31 contains 2119 members 
Mstep: Class 32 contains 46061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42069212.000000 Penalty: 19261.964844
Iteration 76Q: 33 clusters Score -4.206921e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1130 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 43434 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 48007 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 3465 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 24898 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 51831 members 
Mstep: Class 14 contains 59632 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 51431 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 28245 members 
Mstep: Class 20 contains 18670 members 
Mstep: Class 21 contains 719 members 
Mstep: Class 22 contains 7565 members 
Mstep: Class 23 contains 8479 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 32717 members 
Mstep: Class 26 contains 49075 members 
Mstep: Class 27 contains 15242 members 
Mstep: Class 28 contains 42134 members 
Mstep: Class 29 contains 441 members 
Mstep: Class 30 contains 3787 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 45871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42068580.000000 Penalty: 19261.964844
Iteration 77Q: 33 clusters Score -4.206858e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1129 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4072 members 
Mstep: Class 5 contains 43270 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 48131 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 3493 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 24869 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 59532 members 
Mstep: Class 15 contains 1200 members 
Mstep: Class 16 contains 51639 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 28217 members 
Mstep: Class 20 contains 18754 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7478 members 
Mstep: Class 23 contains 8347 members 
Mstep: Class 24 contains 1531 members 
Mstep: Class 25 contains 32837 members 
Mstep: Class 26 contains 49091 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 42099 members 
Mstep: Class 29 contains 442 members 
Mstep: Class 30 contains 3786 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 45717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42068080.000000 Penalty: 19261.964844
Iteration 78Q: 33 clusters Score -4.206808e+07 nChanged 4748
Entering ConstructFrom: 
Score: -42068080.000000 Penalty: 19261.964844
Entering ConstructFrom: 
Trying to split cluster 1 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -27466.101562 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -27466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -26753.162109 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -26753.16 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -27159.277344 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -27159.28 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -27336.355469 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -27336.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27404.113281 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -27404.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -27446.292969 Penalty: 614.986572
	Iteration 4F: 3 clusters Score -27446.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27469.654297 Penalty: 614.986572
	Iteration 5Q: 3 clusters Score -27469.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27496.863281 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -27496.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -27516.593750 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -27516.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -27532.953125 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -27532.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -27540.576172 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -27540.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27548.412109 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -27548.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -27552.216797 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -27552.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27554.011719 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -27554.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27555.220703 Penalty: 614.986572
	Iteration 13Q: 3 clusters Score -27555.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27555.695312 Penalty: 614.986572
	Iteration 14Q: 3 clusters Score -27555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27555.976562 Penalty: 614.986572
	Iteration 15Q: 3 clusters Score -27555.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27556.333984 Penalty: 614.986572
	Iteration 16Q: 3 clusters Score -27556.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27557.101562 Penalty: 614.986572
	Iteration 17Q: 3 clusters Score -27557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27557.472656 Penalty: 614.986572
	Iteration 18Q: 3 clusters Score -27557.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27557.699219 Penalty: 614.986572
	Iteration 19Q: 3 clusters Score -27557.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27558.287109 Penalty: 614.986572
	Iteration 20F: 3 clusters Score -27558.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27560.119141 Penalty: 614.986572
	Iteration 21Q: 3 clusters Score -27560.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27560.654297 Penalty: 614.986572
	Iteration 22Q: 3 clusters Score -27560.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -27561.466797 Penalty: 614.986572
	Iteration 23Q: 3 clusters Score -27561.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -27563.960938 Penalty: 614.986572
	Iteration 24Q: 3 clusters Score -27563.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27567.181641 Penalty: 614.986572
	Iteration 25Q: 3 clusters Score -27567.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27569.025391 Penalty: 614.986572
	Iteration 26Q: 3 clusters Score -27569.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27571.761719 Penalty: 614.986572
	Iteration 27Q: 3 clusters Score -27571.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -27572.701172 Penalty: 614.986572
	Iteration 28Q: 3 clusters Score -27572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -27573.722656 Penalty: 614.986572
	Iteration 29Q: 3 clusters Score -27573.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27575.984375 Penalty: 614.986572
	Iteration 30Q: 3 clusters Score -27575.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27577.308594 Penalty: 614.986572
	Iteration 31Q: 3 clusters Score -27577.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27577.406250 Penalty: 614.986572
	Iteration 32Q: 3 clusters Score -27577.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -27577.406250 Penalty: 614.986572
	Iteration 33F: 3 clusters Score -27577.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 48258 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 419 members 
Entering Unmasked Estep 
Score: -42067068.000000 Penalty: 19863.902344
Splitting cluster 1 changes total score from -42068080.000000 to -42067068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -63342.847656 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -63342.85 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 542 members 
Entering Unmasked Estep 
Score: -62476.882812 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -62476.88 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -62980.324219 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -62980.32 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63221.800781 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -63221.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -63359.113281 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -63359.11 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -63506.343750 Penalty: 639.323975
	Iteration 4F: 3 clusters Score -63506.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -63579.500000 Penalty: 639.323975
	Iteration 5F: 3 clusters Score -63579.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -63620.867188 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -63620.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -63660.335938 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -63660.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -63685.078125 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -63685.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -63732.546875 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -63732.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -63776.726562 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -63776.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -63807.843750 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -63807.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -63836.113281 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -63836.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63858.179688 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -63858.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -63865.515625 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -63865.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -63870.316406 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -63870.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63872.394531 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -63872.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63874.003906 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -63874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63875.453125 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -63875.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63875.968750 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -63875.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63876.078125 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -63876.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63876.125000 Penalty: 639.323975
	Iteration 21Q: 3 clusters Score -63876.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -63876.125000 Penalty: 639.323975
	Iteration 22F: 3 clusters Score -63876.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 48258 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 540 members 
Entering Unmasked Estep 
Score: -42067420.000000 Penalty: 19863.902344
Splitting cluster 2 changes total score from -42068080.000000 to -42067420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -12210.862305 Penalty: 287.676697
	Iteration 0F: 2 clusters Score -12210.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11806.974609 Penalty: 575.353394
	Iteration 0F: 3 clusters Score -11806.97 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12295.118164 Penalty: 575.353394
	Iteration 1F: 3 clusters Score -12295.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12607.375977 Penalty: 575.353394
	Iteration 2F: 3 clusters Score -12607.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12727.034180 Penalty: 575.353394
	Iteration 3F: 3 clusters Score -12727.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12772.990234 Penalty: 575.353394
	Iteration 4Q: 3 clusters Score -12772.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12803.251953 Penalty: 575.353394
	Iteration 5Q: 3 clusters Score -12803.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12821.111328 Penalty: 575.353394
	Iteration 6Q: 3 clusters Score -12821.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12842.080078 Penalty: 575.353394
	Iteration 7Q: 3 clusters Score -12842.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12875.320312 Penalty: 575.353394
	Iteration 8Q: 3 clusters Score -12875.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12905.610352 Penalty: 575.353394
	Iteration 9Q: 3 clusters Score -12905.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12910.169922 Penalty: 575.353394
	Iteration 10Q: 3 clusters Score -12910.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12917.044922 Penalty: 575.353394
	Iteration 11Q: 3 clusters Score -12917.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12922.139648 Penalty: 575.353394
	Iteration 12Q: 3 clusters Score -12922.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12929.826172 Penalty: 575.353394
	Iteration 13Q: 3 clusters Score -12929.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12937.309570 Penalty: 575.353394
	Iteration 14Q: 3 clusters Score -12937.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12939.864258 Penalty: 575.353394
	Iteration 15Q: 3 clusters Score -12939.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -12943.681641 Penalty: 575.353394
	Iteration 16Q: 3 clusters Score -12943.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -12948.692383 Penalty: 575.353394
	Iteration 17Q: 3 clusters Score -12948.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12958.361328 Penalty: 575.353394
	Iteration 18Q: 3 clusters Score -12958.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -12969.499023 Penalty: 575.353394
	Iteration 19Q: 3 clusters Score -12969.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12983.206055 Penalty: 575.353394
	Iteration 20F: 3 clusters Score -12983.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12996.519531 Penalty: 575.353394
	Iteration 21Q: 3 clusters Score -12996.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13011.499023 Penalty: 575.353394
	Iteration 22Q: 3 clusters Score -13011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13025.838867 Penalty: 575.353394
	Iteration 23Q: 3 clusters Score -13025.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13034.175781 Penalty: 575.353394
	Iteration 24Q: 3 clusters Score -13034.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13037.619141 Penalty: 575.353394
	Iteration 25Q: 3 clusters Score -13037.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13042.717773 Penalty: 575.353394
	Iteration 26Q: 3 clusters Score -13042.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13047.922852 Penalty: 575.353394
	Iteration 27Q: 3 clusters Score -13047.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13049.959961 Penalty: 575.353394
	Iteration 28Q: 3 clusters Score -13049.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13049.959961 Penalty: 575.353394
	Iteration 29F: 3 clusters Score -13049.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 48258 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 211 members 
Entering Unmasked Estep 
Score: -42067636.000000 Penalty: 19863.902344
Splitting cluster 3 changes total score from -42068080.000000 to -42067636.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -292741.781250 Penalty: 378.746277
	Iteration 0F: 2 clusters Score -292741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -289959.687500 Penalty: 757.492554
	Iteration 0F: 3 clusters Score -289959.7 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -291109.218750 Penalty: 757.492554
	Iteration 1F: 3 clusters Score -291109.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -291299.000000 Penalty: 757.492554
	Iteration 2F: 3 clusters Score -291299 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -291457.187500 Penalty: 757.492554
	Iteration 3F: 3 clusters Score -291457.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -291578.593750 Penalty: 757.492554
	Iteration 4F: 3 clusters Score -291578.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -291682.593750 Penalty: 757.492554
	Iteration 5Q: 3 clusters Score -291682.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -291794.718750 Penalty: 757.492554
	Iteration 6Q: 3 clusters Score -291794.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -291900.718750 Penalty: 757.492554
	Iteration 7Q: 3 clusters Score -291900.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -292002.500000 Penalty: 757.492554
	Iteration 8Q: 3 clusters Score -292002.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -292097.750000 Penalty: 757.492554
	Iteration 9Q: 3 clusters Score -292097.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -292190.656250 Penalty: 757.492554
	Iteration 10Q: 3 clusters Score -292190.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -292283.812500 Penalty: 757.492554
	Iteration 11Q: 3 clusters Score -292283.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -292382.062500 Penalty: 757.492554
	Iteration 12Q: 3 clusters Score -292382.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -292479.000000 Penalty: 757.492554
	Iteration 13Q: 3 clusters Score -292479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -292543.437500 Penalty: 757.492554
	Iteration 14Q: 3 clusters Score -292543.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -292579.593750 Penalty: 757.492554
	Iteration 15Q: 3 clusters Score -292579.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -292609.750000 Penalty: 757.492554
	Iteration 16Q: 3 clusters Score -292609.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -292619.593750 Penalty: 757.492554
	Iteration 17Q: 3 clusters Score -292619.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -292629.500000 Penalty: 757.492554
	Iteration 18Q: 3 clusters Score -292629.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -292642.406250 Penalty: 757.492554
	Iteration 19Q: 3 clusters Score -292642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -292652.187500 Penalty: 757.492554
	Iteration 20F: 3 clusters Score -292652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -292657.593750 Penalty: 757.492554
	Iteration 21Q: 3 clusters Score -292657.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -292660.062500 Penalty: 757.492554
	Iteration 22Q: 3 clusters Score -292660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -292660.906250 Penalty: 757.492554
	Iteration 23Q: 3 clusters Score -292660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -292660.750000 Penalty: 757.492554
	Iteration 24Q: 3 clusters Score -292660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -292660.750000 Penalty: 757.492554
	Iteration 25F: 3 clusters Score -292660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Entering Unmasked Estep 
Score: -3409327.750000 Penalty: 485.456482
	Iteration 0F: 2 clusters Score -3409328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3384150.250000 Penalty: 970.912964
	Iteration 0F: 3 clusters Score -3384150 nChanged 20705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3396636.750000 Penalty: 970.912964
	Iteration 1F: 3 clusters Score -3396637 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3397655.250000 Penalty: 970.912964
	Iteration 2F: 3 clusters Score -3397655 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3399302.000000 Penalty: 970.912964
	Iteration 3F: 3 clusters Score -3399302 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3401297.000000 Penalty: 970.912964
	Iteration 4F: 3 clusters Score -3401297 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -3403326.500000 Penalty: 970.912964
	Iteration 5F: 3 clusters Score -3403326 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3404840.750000 Penalty: 970.912964
	Iteration 6F: 3 clusters Score -3404841 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3405633.000000 Penalty: 970.912964
	Iteration 7F: 3 clusters Score -3405633 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3406130.750000 Penalty: 970.912964
	Iteration 8Q: 3 clusters Score -3406131 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3406415.000000 Penalty: 970.912964
	Iteration 9Q: 3 clusters Score -3406415 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3406679.000000 Penalty: 970.912964
	Iteration 10Q: 3 clusters Score -3406679 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3406862.250000 Penalty: 970.912964
	Iteration 11Q: 3 clusters Score -3406862 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3407086.750000 Penalty: 970.912964
	Iteration 12Q: 3 clusters Score -3407087 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3407261.000000 Penalty: 970.912964
	Iteration 13Q: 3 clusters Score -3407261 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3407320.500000 Penalty: 970.912964
	Iteration 14Q: 3 clusters Score -3407320 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3407425.250000 Penalty: 970.912964
	Iteration 15Q: 3 clusters Score -3407425 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3407547.000000 Penalty: 970.912964
	Iteration 16Q: 3 clusters Score -3407547 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3407636.250000 Penalty: 970.912964
	Iteration 17Q: 3 clusters Score -3407636 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3407751.750000 Penalty: 970.912964
	Iteration 18Q: 3 clusters Score -3407752 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3407821.500000 Penalty: 970.912964
	Iteration 19Q: 3 clusters Score -3407822 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3407881.500000 Penalty: 970.912964
	Iteration 20F: 3 clusters Score -3407882 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3407912.000000 Penalty: 970.912964
	Iteration 21Q: 3 clusters Score -3407912 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3407961.250000 Penalty: 970.912964
	Iteration 22Q: 3 clusters Score -3407961 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3407990.500000 Penalty: 970.912964
	Iteration 23Q: 3 clusters Score -3407990 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3407981.000000 Penalty: 970.912964
	Iteration 24Q: 3 clusters Score -3407981 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3408001.250000 Penalty: 970.912964
	Iteration 25Q: 3 clusters Score -3408001 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3408023.000000 Penalty: 970.912964
	Iteration 26Q: 3 clusters Score -3408023 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3408037.500000 Penalty: 970.912964
	Iteration 27Q: 3 clusters Score -3408038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3408033.250000 Penalty: 970.912964
	Iteration 28Q: 3 clusters Score -3408033 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3408062.500000 Penalty: 970.912964
	Iteration 29Q: 3 clusters Score -3408062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3408068.000000 Penalty: 970.912964
	Iteration 30Q: 3 clusters Score -3408068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3408084.750000 Penalty: 970.912964
	Iteration 31Q: 3 clusters Score -3408085 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3408088.000000 Penalty: 970.912964
	Iteration 32Q: 3 clusters Score -3408088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3408082.000000 Penalty: 970.912964
	Iteration 33Q: 3 clusters Score -3408082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3408084.500000 Penalty: 970.912964
	Iteration 34Q: 3 clusters Score -3408084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3408096.500000 Penalty: 970.912964
	Iteration 35Q: 3 clusters Score -3408096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3408084.750000 Penalty: 970.912964
	Iteration 36Q: 3 clusters Score -3408085 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3408097.500000 Penalty: 970.912964
	Iteration 37Q: 3 clusters Score -3408098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3408103.750000 Penalty: 970.912964
	Iteration 38Q: 3 clusters Score -3408104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3408113.750000 Penalty: 970.912964
	Iteration 39Q: 3 clusters Score -3408114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3408112.750000 Penalty: 970.912964
	Iteration 40F: 3 clusters Score -3408113 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -3408123.000000 Penalty: 970.912964
	Iteration 41Q: 3 clusters Score -3408123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3408121.500000 Penalty: 970.912964
	Iteration 42Q: 3 clusters Score -3408122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3408131.250000 Penalty: 970.912964
	Iteration 43Q: 3 clusters Score -3408131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3408129.750000 Penalty: 970.912964
	Iteration 44Q: 3 clusters Score -3408130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3408127.500000 Penalty: 970.912964
	Iteration 45Q: 3 clusters Score -3408128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3408122.250000 Penalty: 970.912964
	Iteration 46Q: 3 clusters Score -3408122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3408126.250000 Penalty: 970.912964
	Iteration 47Q: 3 clusters Score -3408126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3408120.750000 Penalty: 970.912964
	Iteration 48Q: 3 clusters Score -3408121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3408128.000000 Penalty: 970.912964
	Iteration 49Q: 3 clusters Score -3408128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3408133.250000 Penalty: 970.912964
	Iteration 50Q: 3 clusters Score -3408133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3408132.500000 Penalty: 970.912964
	Iteration 51Q: 3 clusters Score -3408132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3408130.000000 Penalty: 970.912964
	Iteration 52Q: 3 clusters Score -3408130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3408128.000000 Penalty: 970.912964
	Iteration 53Q: 3 clusters Score -3408128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3408126.000000 Penalty: 970.912964
	Iteration 54Q: 3 clusters Score -3408126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3408129.750000 Penalty: 970.912964
	Iteration 55Q: 3 clusters Score -3408130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3408125.750000 Penalty: 970.912964
	Iteration 56Q: 3 clusters Score -3408126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3408131.500000 Penalty: 970.912964
	Iteration 57Q: 3 clusters Score -3408132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3408131.000000 Penalty: 970.912964
	Iteration 58Q: 3 clusters Score -3408131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3408128.250000 Penalty: 970.912964
	Iteration 59Q: 3 clusters Score -3408128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3408131.000000 Penalty: 970.912964
	Iteration 60F: 3 clusters Score -3408131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3408122.750000 Penalty: 970.912964
	Iteration 61Q: 3 clusters Score -3408123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3408127.000000 Penalty: 970.912964
	Iteration 62Q: 3 clusters Score -3408127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3408128.500000 Penalty: 970.912964
	Iteration 63Q: 3 clusters Score -3408128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3408127.750000 Penalty: 970.912964
	Iteration 64Q: 3 clusters Score -3408128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3408128.750000 Penalty: 970.912964
	Iteration 65Q: 3 clusters Score -3408129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3408128.750000 Penalty: 970.912964
	Iteration 66F: 3 clusters Score -3408129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -37644.867188 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -37644.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36918.972656 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -36918.97 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -37346.203125 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -37346.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -37483.710938 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -37483.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -37583.242188 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -37583.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -37657.757812 Penalty: 618.916748
	Iteration 4F: 3 clusters Score -37657.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -37714.066406 Penalty: 618.916748
	Iteration 5F: 3 clusters Score -37714.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37783.523438 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -37783.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37841.210938 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -37841.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37874.109375 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -37874.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -37897.453125 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -37897.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37905.667969 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -37905.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37909.621094 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -37909.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37910.886719 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -37910.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -37910.886719 Penalty: 618.916748
	Iteration 13F: 3 clusters Score -37910.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 48258 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 371 members 
Entering Unmasked Estep 
Score: -42067176.000000 Penalty: 19863.902344
Splitting cluster 6 changes total score from -42068080.000000 to -42067176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (48258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Entering Unmasked Estep 
Score: -3756809.250000 Penalty: 490.686432
	Iteration 0F: 2 clusters Score -3756809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3727698.500000 Penalty: 981.372864
	Iteration 0F: 3 clusters Score -3727698 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3742052.250000 Penalty: 981.372864
	Iteration 1F: 3 clusters Score -3742052 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3743699.750000 Penalty: 981.372864
	Iteration 2Q: 3 clusters Score -3743700 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3746361.750000 Penalty: 981.372864
	Iteration 3F: 3 clusters Score -3746362 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3749994.250000 Penalty: 981.372864
	Iteration 4F: 3 clusters Score -3749994 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3753790.250000 Penalty: 981.372864
	Iteration 5F: 3 clusters Score -3753790 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3756057.000000 Penalty: 981.372864
	Iteration 6F: 3 clusters Score -3756057 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3756935.500000 Penalty: 981.372864
	Iteration 7F: 3 clusters Score -3756936 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3757468.250000 Penalty: 981.372864
	Iteration 8Q: 3 clusters Score -3757468 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3758038.250000 Penalty: 981.372864
	Iteration 9Q: 3 clusters Score -3758038 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3758714.000000 Penalty: 981.372864
	Iteration 10Q: 3 clusters Score -3758714 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3759494.500000 Penalty: 981.372864
	Iteration 11Q: 3 clusters Score -3759494 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3760269.000000 Penalty: 981.372864
	Iteration 12Q: 3 clusters Score -3760269 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3761011.500000 Penalty: 981.372864
	Iteration 13Q: 3 clusters Score -3761012 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3761533.250000 Penalty: 981.372864
	Iteration 14Q: 3 clusters Score -3761533 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3761897.500000 Penalty: 981.372864
	Iteration 15Q: 3 clusters Score -3761898 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3762137.500000 Penalty: 981.372864
	Iteration 16Q: 3 clusters Score -3762138 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3762320.000000 Penalty: 981.372864
	Iteration 17Q: 3 clusters Score -3762320 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -3762398.250000 Penalty: 981.372864
	Iteration 18Q: 3 clusters Score -3762398 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -3762420.250000 Penalty: 981.372864
	Iteration 19Q: 3 clusters Score -3762420 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -3762535.750000 Penalty: 981.372864
	Iteration 20F: 3 clusters Score -3762536 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -3762624.000000 Penalty: 981.372864
	Iteration 21Q: 3 clusters Score -3762624 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -3762666.750000 Penalty: 981.372864
	Iteration 22Q: 3 clusters Score -3762667 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -3762661.750000 Penalty: 981.372864
	Iteration 23Q: 3 clusters Score -3762662 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -3762665.750000 Penalty: 981.372864
	Iteration 24Q: 3 clusters Score -3762666 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -3762686.250000 Penalty: 981.372864
	Iteration 25Q: 3 clusters Score -3762686 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -3762681.250000 Penalty: 981.372864
	Iteration 26Q: 3 clusters Score -3762681 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -3762656.750000 Penalty: 981.372864
	Iteration 27Q: 3 clusters Score -3762657 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -3762601.250000 Penalty: 981.372864
	Iteration 28Q: 3 clusters Score -3762601 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -3762652.250000 Penalty: 981.372864
	Iteration 29Q: 3 clusters Score -3762652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -3762676.250000 Penalty: 981.372864
	Iteration 30Q: 3 clusters Score -3762676 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -3762716.000000 Penalty: 981.372864
	Iteration 31Q: 3 clusters Score -3762716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -3762743.750000 Penalty: 981.372864
	Iteration 32Q: 3 clusters Score -3762744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -3762748.250000 Penalty: 981.372864
	Iteration 33Q: 3 clusters Score -3762748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -3762766.750000 Penalty: 981.372864
	Iteration 34Q: 3 clusters Score -3762767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -3762750.750000 Penalty: 981.372864
	Iteration 35Q: 3 clusters Score -3762751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -3762769.000000 Penalty: 981.372864
	Iteration 36Q: 3 clusters Score -3762769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -3762794.500000 Penalty: 981.372864
	Iteration 37Q: 3 clusters Score -3762794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -3762804.500000 Penalty: 981.372864
	Iteration 38Q: 3 clusters Score -3762804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -3762796.750000 Penalty: 981.372864
	Iteration 39Q: 3 clusters Score -3762797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -3762805.250000 Penalty: 981.372864
	Iteration 40F: 3 clusters Score -3762805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -3762812.750000 Penalty: 981.372864
	Iteration 41Q: 3 clusters Score -3762813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -3762819.750000 Penalty: 981.372864
	Iteration 42Q: 3 clusters Score -3762820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -3762807.750000 Penalty: 981.372864
	Iteration 43Q: 3 clusters Score -3762808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -3762807.250000 Penalty: 981.372864
	Iteration 44Q: 3 clusters Score -3762807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -3762803.250000 Penalty: 981.372864
	Iteration 45Q: 3 clusters Score -3762803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -3762807.000000 Penalty: 981.372864
	Iteration 46Q: 3 clusters Score -3762807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -3762809.250000 Penalty: 981.372864
	Iteration 47Q: 3 clusters Score -3762809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -3762810.000000 Penalty: 981.372864
	Iteration 48Q: 3 clusters Score -3762810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -3762810.500000 Penalty: 981.372864
	Iteration 49Q: 3 clusters Score -3762810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -3762813.500000 Penalty: 981.372864
	Iteration 50Q: 3 clusters Score -3762814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -3762817.750000 Penalty: 981.372864
	Iteration 51Q: 3 clusters Score -3762818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -3762825.750000 Penalty: 981.372864
	Iteration 52Q: 3 clusters Score -3762826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -3762825.750000 Penalty: 981.372864
	Iteration 53Q: 3 clusters Score -3762826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -3762829.000000 Penalty: 981.372864
	Iteration 54Q: 3 clusters Score -3762829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -3762829.000000 Penalty: 981.372864
	Iteration 55F: 3 clusters Score -3762829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Entering Unmasked Estep 
Score: -42073144.000000 Penalty: 19863.902344
Splitting cluster 7 changes total score from -42068080.000000 to -42073144.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -69639.117188 Penalty: 318.763397
	Iteration 0F: 2 clusters Score -69639.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -68816.843750 Penalty: 637.526794
	Iteration 0F: 3 clusters Score -68816.84 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69445.867188 Penalty: 637.526794
	Iteration 1F: 3 clusters Score -69445.87 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -69632.132812 Penalty: 637.526794
	Iteration 2F: 3 clusters Score -69632.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -69680.976562 Penalty: 637.526794
	Iteration 3F: 3 clusters Score -69680.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -69714.523438 Penalty: 637.526794
	Iteration 4Q: 3 clusters Score -69714.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -69736.679688 Penalty: 637.526794
	Iteration 5Q: 3 clusters Score -69736.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -69753.671875 Penalty: 637.526794
	Iteration 6Q: 3 clusters Score -69753.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -69760.703125 Penalty: 637.526794
	Iteration 7Q: 3 clusters Score -69760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69766.046875 Penalty: 637.526794
	Iteration 8Q: 3 clusters Score -69766.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -69772.554688 Penalty: 637.526794
	Iteration 9Q: 3 clusters Score -69772.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -69775.804688 Penalty: 637.526794
	Iteration 10Q: 3 clusters Score -69775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -69777.992188 Penalty: 637.526794
	Iteration 11Q: 3 clusters Score -69777.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -69778.523438 Penalty: 637.526794
	Iteration 12Q: 3 clusters Score -69778.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -69780.695312 Penalty: 637.526794
	Iteration 13Q: 3 clusters Score -69780.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69784.359375 Penalty: 637.526794
	Iteration 14Q: 3 clusters Score -69784.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69789.625000 Penalty: 637.526794
	Iteration 15Q: 3 clusters Score -69789.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69792.859375 Penalty: 637.526794
	Iteration 16Q: 3 clusters Score -69792.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -69794.757812 Penalty: 637.526794
	Iteration 17Q: 3 clusters Score -69794.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -69795.976562 Penalty: 637.526794
	Iteration 18Q: 3 clusters Score -69795.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -69798.648438 Penalty: 637.526794
	Iteration 19Q: 3 clusters Score -69798.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69801.132812 Penalty: 637.526794
	Iteration 20F: 3 clusters Score -69801.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69802.164062 Penalty: 637.526794
	Iteration 21Q: 3 clusters Score -69802.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69803.398438 Penalty: 637.526794
	Iteration 22Q: 3 clusters Score -69803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69804.406250 Penalty: 637.526794
	Iteration 23Q: 3 clusters Score -69804.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -69805.632812 Penalty: 637.526794
	Iteration 24Q: 3 clusters Score -69805.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -69808.562500 Penalty: 637.526794
	Iteration 25Q: 3 clusters Score -69808.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -69812.148438 Penalty: 637.526794
	Iteration 26Q: 3 clusters Score -69812.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69814.593750 Penalty: 637.526794
	Iteration 27Q: 3 clusters Score -69814.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69815.585938 Penalty: 637.526794
	Iteration 28Q: 3 clusters Score -69815.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -69816.304688 Penalty: 637.526794
	Iteration 29Q: 3 clusters Score -69816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -69817.601562 Penalty: 637.526794
	Iteration 30Q: 3 clusters Score -69817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69818.273438 Penalty: 637.526794
	Iteration 31Q: 3 clusters Score -69818.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -69818.734375 Penalty: 637.526794
	Iteration 32Q: 3 clusters Score -69818.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69819.179688 Penalty: 637.526794
	Iteration 33Q: 3 clusters Score -69819.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -69819.757812 Penalty: 637.526794
	Iteration 34Q: 3 clusters Score -69819.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69821.164062 Penalty: 637.526794
	Iteration 35Q: 3 clusters Score -69821.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69822.023438 Penalty: 637.526794
	Iteration 36Q: 3 clusters Score -69822.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -69822.023438 Penalty: 637.526794
	Iteration 37F: 3 clusters Score -69822.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Entering Unmasked Estep 
Score: -42073104.000000 Penalty: 20465.837891
Splitting cluster 8 changes total score from -42068080.000000 to -42073104.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 9 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -262442.656250 Penalty: 371.614502
	Iteration 0F: 2 clusters Score -262442.7 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 1697 members 
Entering Unmasked Estep 
Score: -260073.484375 Penalty: 743.229004
	Iteration 0F: 3 clusters Score -260073.5 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -260977.890625 Penalty: 743.229004
	Iteration 1F: 3 clusters Score -260977.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -261196.250000 Penalty: 743.229004
	Iteration 2F: 3 clusters Score -261196.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261445.859375 Penalty: 743.229004
	Iteration 3F: 3 clusters Score -261445.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -261678.218750 Penalty: 743.229004
	Iteration 4F: 3 clusters Score -261678.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -261890.000000 Penalty: 743.229004
	Iteration 5F: 3 clusters Score -261890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -262034.000000 Penalty: 743.229004
	Iteration 6Q: 3 clusters Score -262034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -262136.359375 Penalty: 743.229004
	Iteration 7Q: 3 clusters Score -262136.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -262197.625000 Penalty: 743.229004
	Iteration 8Q: 3 clusters Score -262197.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -262217.656250 Penalty: 743.229004
	Iteration 9Q: 3 clusters Score -262217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -262236.687500 Penalty: 743.229004
	Iteration 10Q: 3 clusters Score -262236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -262241.687500 Penalty: 743.229004
	Iteration 11Q: 3 clusters Score -262241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -262242.125000 Penalty: 743.229004
	Iteration 12Q: 3 clusters Score -262242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -262242.875000 Penalty: 743.229004
	Iteration 13Q: 3 clusters Score -262242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -262243.281250 Penalty: 743.229004
	Iteration 14Q: 3 clusters Score -262243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -262243.281250 Penalty: 743.229004
	Iteration 15F: 3 clusters Score -262243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -243484.515625 Penalty: 368.805206
	Iteration 0F: 2 clusters Score -243484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -241190.296875 Penalty: 737.610413
	Iteration 0F: 3 clusters Score -241190.3 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -242089.640625 Penalty: 737.610413
	Iteration 1F: 3 clusters Score -242089.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -242213.750000 Penalty: 737.610413
	Iteration 2F: 3 clusters Score -242213.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -242295.406250 Penalty: 737.610413
	Iteration 3F: 3 clusters Score -242295.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -242385.234375 Penalty: 737.610413
	Iteration 4F: 3 clusters Score -242385.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -242477.984375 Penalty: 737.610413
	Iteration 5F: 3 clusters Score -242478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242583.000000 Penalty: 737.610413
	Iteration 6Q: 3 clusters Score -242583 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242682.421875 Penalty: 737.610413
	Iteration 7Q: 3 clusters Score -242682.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242779.125000 Penalty: 737.610413
	Iteration 8Q: 3 clusters Score -242779.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -242845.187500 Penalty: 737.610413
	Iteration 9Q: 3 clusters Score -242845.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -242890.531250 Penalty: 737.610413
	Iteration 10Q: 3 clusters Score -242890.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -242939.812500 Penalty: 737.610413
	Iteration 11Q: 3 clusters Score -242939.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -242988.546875 Penalty: 737.610413
	Iteration 12Q: 3 clusters Score -242988.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -243036.609375 Penalty: 737.610413
	Iteration 13Q: 3 clusters Score -243036.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -243074.156250 Penalty: 737.610413
	Iteration 14Q: 3 clusters Score -243074.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -243104.515625 Penalty: 737.610413
	Iteration 15Q: 3 clusters Score -243104.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -243130.625000 Penalty: 737.610413
	Iteration 16Q: 3 clusters Score -243130.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -243156.640625 Penalty: 737.610413
	Iteration 17Q: 3 clusters Score -243156.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -243174.812500 Penalty: 737.610413
	Iteration 18Q: 3 clusters Score -243174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -243190.531250 Penalty: 737.610413
	Iteration 19Q: 3 clusters Score -243190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -243212.437500 Penalty: 737.610413
	Iteration 20F: 3 clusters Score -243212.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -243227.125000 Penalty: 737.610413
	Iteration 21Q: 3 clusters Score -243227.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -243239.859375 Penalty: 737.610413
	Iteration 22Q: 3 clusters Score -243239.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -243250.218750 Penalty: 737.610413
	Iteration 23Q: 3 clusters Score -243250.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -243258.453125 Penalty: 737.610413
	Iteration 24Q: 3 clusters Score -243258.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -243266.015625 Penalty: 737.610413
	Iteration 25Q: 3 clusters Score -243266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -243278.390625 Penalty: 737.610413
	Iteration 26Q: 3 clusters Score -243278.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -243284.265625 Penalty: 737.610413
	Iteration 27Q: 3 clusters Score -243284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -243284.828125 Penalty: 737.610413
	Iteration 28Q: 3 clusters Score -243284.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -243284.828125 Penalty: 737.610413
	Iteration 29F: 3 clusters Score -243284.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Entering Unmasked Estep 
Score: -2017468.125000 Penalty: 460.634125
	Iteration 0F: 2 clusters Score -2017468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2002648.750000 Penalty: 921.268250
	Iteration 0F: 3 clusters Score -2002649 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2009640.250000 Penalty: 921.268250
	Iteration 1F: 3 clusters Score -2009640 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2010173.375000 Penalty: 921.268250
	Iteration 2Q: 3 clusters Score -2010173 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2011000.125000 Penalty: 921.268250
	Iteration 3F: 3 clusters Score -2011000 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2012266.625000 Penalty: 921.268250
	Iteration 4F: 3 clusters Score -2012267 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2013805.250000 Penalty: 921.268250
	Iteration 5F: 3 clusters Score -2013805 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2015388.500000 Penalty: 921.268250
	Iteration 6F: 3 clusters Score -2015388 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2016535.500000 Penalty: 921.268250
	Iteration 7F: 3 clusters Score -2016536 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2017127.375000 Penalty: 921.268250
	Iteration 8Q: 3 clusters Score -2017127 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2017461.000000 Penalty: 921.268250
	Iteration 9Q: 3 clusters Score -2017461 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2017703.625000 Penalty: 921.268250
	Iteration 10Q: 3 clusters Score -2017704 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2017863.875000 Penalty: 921.268250
	Iteration 11Q: 3 clusters Score -2017864 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2018010.500000 Penalty: 921.268250
	Iteration 12Q: 3 clusters Score -2018010 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2018122.625000 Penalty: 921.268250
	Iteration 13Q: 3 clusters Score -2018123 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2018215.000000 Penalty: 921.268250
	Iteration 14Q: 3 clusters Score -2018215 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2018275.125000 Penalty: 921.268250
	Iteration 15Q: 3 clusters Score -2018275 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2018315.250000 Penalty: 921.268250
	Iteration 16Q: 3 clusters Score -2018315 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2018343.625000 Penalty: 921.268250
	Iteration 17Q: 3 clusters Score -2018344 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2018367.625000 Penalty: 921.268250
	Iteration 18Q: 3 clusters Score -2018368 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2018400.250000 Penalty: 921.268250
	Iteration 19Q: 3 clusters Score -2018400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2018426.500000 Penalty: 921.268250
	Iteration 20F: 3 clusters Score -2018426 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2018439.250000 Penalty: 921.268250
	Iteration 21Q: 3 clusters Score -2018439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2018462.250000 Penalty: 921.268250
	Iteration 22Q: 3 clusters Score -2018462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2018463.250000 Penalty: 921.268250
	Iteration 23Q: 3 clusters Score -2018463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2018465.000000 Penalty: 921.268250
	Iteration 24Q: 3 clusters Score -2018465 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2018470.875000 Penalty: 921.268250
	Iteration 25Q: 3 clusters Score -2018471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2018471.625000 Penalty: 921.268250
	Iteration 26Q: 3 clusters Score -2018472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2018479.875000 Penalty: 921.268250
	Iteration 27Q: 3 clusters Score -2018480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2018480.250000 Penalty: 921.268250
	Iteration 28Q: 3 clusters Score -2018480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2018485.000000 Penalty: 921.268250
	Iteration 29Q: 3 clusters Score -2018485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2018479.875000 Penalty: 921.268250
	Iteration 30Q: 3 clusters Score -2018480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2018476.875000 Penalty: 921.268250
	Iteration 31Q: 3 clusters Score -2018477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2018477.125000 Penalty: 921.268250
	Iteration 32Q: 3 clusters Score -2018477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2018480.375000 Penalty: 921.268250
	Iteration 33Q: 3 clusters Score -2018480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2018477.000000 Penalty: 921.268250
	Iteration 34Q: 3 clusters Score -2018477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2018477.000000 Penalty: 921.268250
	Iteration 35Q: 3 clusters Score -2018477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2018475.375000 Penalty: 921.268250
	Iteration 36Q: 3 clusters Score -2018475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2018475.000000 Penalty: 921.268250
	Iteration 37Q: 3 clusters Score -2018475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2018477.625000 Penalty: 921.268250
	Iteration 38Q: 3 clusters Score -2018478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2018482.625000 Penalty: 921.268250
	Iteration 39Q: 3 clusters Score -2018483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2018479.625000 Penalty: 921.268250
	Iteration 40F: 3 clusters Score -2018480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2018480.625000 Penalty: 921.268250
	Iteration 41Q: 3 clusters Score -2018481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2018484.125000 Penalty: 921.268250
	Iteration 42Q: 3 clusters Score -2018484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2018483.125000 Penalty: 921.268250
	Iteration 43Q: 3 clusters Score -2018483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2018483.125000 Penalty: 921.268250
	Iteration 44Q: 3 clusters Score -2018483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2018480.875000 Penalty: 921.268250
	Iteration 45Q: 3 clusters Score -2018481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2018479.750000 Penalty: 921.268250
	Iteration 46Q: 3 clusters Score -2018480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2018483.625000 Penalty: 921.268250
	Iteration 47Q: 3 clusters Score -2018484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2018480.375000 Penalty: 921.268250
	Iteration 48Q: 3 clusters Score -2018480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2018481.875000 Penalty: 921.268250
	Iteration 49Q: 3 clusters Score -2018482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2018484.500000 Penalty: 921.268250
	Iteration 50Q: 3 clusters Score -2018484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2018486.250000 Penalty: 921.268250
	Iteration 51Q: 3 clusters Score -2018486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2018485.500000 Penalty: 921.268250
	Iteration 52Q: 3 clusters Score -2018486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2018485.625000 Penalty: 921.268250
	Iteration 53Q: 3 clusters Score -2018486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2018484.625000 Penalty: 921.268250
	Iteration 54Q: 3 clusters Score -2018485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2018486.125000 Penalty: 921.268250
	Iteration 55Q: 3 clusters Score -2018486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2018484.375000 Penalty: 921.268250
	Iteration 56Q: 3 clusters Score -2018484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2018484.625000 Penalty: 921.268250
	Iteration 57Q: 3 clusters Score -2018485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2018487.000000 Penalty: 921.268250
	Iteration 58Q: 3 clusters Score -2018487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2018486.875000 Penalty: 921.268250
	Iteration 59Q: 3 clusters Score -2018487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2018487.375000 Penalty: 921.268250
	Iteration 60F: 3 clusters Score -2018487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 585 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Entering Unmasked Estep 
Score: -42074156.000000 Penalty: 21067.775391
Splitting cluster 11 changes total score from -42068080.000000 to -42074156.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -38620.019531 Penalty: 289.908356
	Iteration 0F: 2 clusters Score -38620.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38111.285156 Penalty: 579.816711
	Iteration 0F: 3 clusters Score -38111.29 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -38349.113281 Penalty: 579.816711
	Iteration 1F: 3 clusters Score -38349.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38484.691406 Penalty: 579.816711
	Iteration 2F: 3 clusters Score -38484.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38561.082031 Penalty: 579.816711
	Iteration 3F: 3 clusters Score -38561.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -38602.460938 Penalty: 579.816711
	Iteration 4Q: 3 clusters Score -38602.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38621.410156 Penalty: 579.816711
	Iteration 5Q: 3 clusters Score -38621.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38630.027344 Penalty: 579.816711
	Iteration 6Q: 3 clusters Score -38630.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38638.136719 Penalty: 579.816711
	Iteration 7Q: 3 clusters Score -38638.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38644.941406 Penalty: 579.816711
	Iteration 8Q: 3 clusters Score -38644.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38645.640625 Penalty: 579.816711
	Iteration 9Q: 3 clusters Score -38645.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38647.398438 Penalty: 579.816711
	Iteration 10Q: 3 clusters Score -38647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38650.183594 Penalty: 579.816711
	Iteration 11Q: 3 clusters Score -38650.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38657.175781 Penalty: 579.816711
	Iteration 12Q: 3 clusters Score -38657.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38657.375000 Penalty: 579.816711
	Iteration 13Q: 3 clusters Score -38657.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38657.375000 Penalty: 579.816711
	Iteration 14F: 3 clusters Score -38657.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 59471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Entering Unmasked Estep 
Score: -42073852.000000 Penalty: 21669.710938
Splitting cluster 12 changes total score from -42068080.000000 to -42073852.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 13 (52969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Entering Unmasked Estep 
Score: -4098103.500000 Penalty: 494.924530
	Iteration 0F: 2 clusters Score -4098104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4069026.750000 Penalty: 989.849060
	Iteration 0F: 3 clusters Score -4069027 nChanged 25585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4085470.000000 Penalty: 989.849060
	Iteration 1F: 3 clusters Score -4085470 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -4087463.500000 Penalty: 989.849060
	Iteration 2F: 3 clusters Score -4087464 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4090185.250000 Penalty: 989.849060
	Iteration 3F: 3 clusters Score -4090185 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4093367.250000 Penalty: 989.849060
	Iteration 4F: 3 clusters Score -4093367 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4095372.500000 Penalty: 989.849060
	Iteration 5F: 3 clusters Score -4095372 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4096232.000000 Penalty: 989.849060
	Iteration 6Q: 3 clusters Score -4096232 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -4096642.000000 Penalty: 989.849060
	Iteration 7Q: 3 clusters Score -4096642 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -4096895.250000 Penalty: 989.849060
	Iteration 8Q: 3 clusters Score -4096895 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -4097060.250000 Penalty: 989.849060
	Iteration 9Q: 3 clusters Score -4097060 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -4097216.500000 Penalty: 989.849060
	Iteration 10Q: 3 clusters Score -4097216 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -4097292.750000 Penalty: 989.849060
	Iteration 11Q: 3 clusters Score -4097293 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -4097087.250000 Penalty: 989.849060
	Iteration 12Q: 3 clusters Score -4097087 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -4097209.500000 Penalty: 989.849060
	Iteration 13Q: 3 clusters Score -4097210 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -4097306.500000 Penalty: 989.849060
	Iteration 14Q: 3 clusters Score -4097306 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -4097385.250000 Penalty: 989.849060
	Iteration 15Q: 3 clusters Score -4097385 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -4097435.000000 Penalty: 989.849060
	Iteration 16Q: 3 clusters Score -4097435 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -4097459.250000 Penalty: 989.849060
	Iteration 17Q: 3 clusters Score -4097459 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -4097566.000000 Penalty: 989.849060
	Iteration 18Q: 3 clusters Score -4097566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -4097581.250000 Penalty: 989.849060
	Iteration 19Q: 3 clusters Score -4097581 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -4097687.000000 Penalty: 989.849060
	Iteration 20F: 3 clusters Score -4097687 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -4097779.750000 Penalty: 989.849060
	Iteration 21Q: 3 clusters Score -4097780 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -4097805.500000 Penalty: 989.849060
	Iteration 22Q: 3 clusters Score -4097806 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -4097750.750000 Penalty: 989.849060
	Iteration 23Q: 3 clusters Score -4097751 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -4097713.750000 Penalty: 989.849060
	Iteration 24Q: 3 clusters Score -4097714 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -4097769.000000 Penalty: 989.849060
	Iteration 25Q: 3 clusters Score -4097769 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -4097788.000000 Penalty: 989.849060
	Iteration 26Q: 3 clusters Score -4097788 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -4097810.500000 Penalty: 989.849060
	Iteration 27Q: 3 clusters Score -4097810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -4097838.250000 Penalty: 989.849060
	Iteration 28Q: 3 clusters Score -4097838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -4097839.500000 Penalty: 989.849060
	Iteration 29Q: 3 clusters Score -4097840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -4097837.000000 Penalty: 989.849060
	Iteration 30Q: 3 clusters Score -4097837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -4097846.750000 Penalty: 989.849060
	Iteration 31Q: 3 clusters Score -4097847 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -4097835.750000 Penalty: 989.849060
	Iteration 32Q: 3 clusters Score -4097836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -4097884.250000 Penalty: 989.849060
	Iteration 33Q: 3 clusters Score -4097884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -4097888.000000 Penalty: 989.849060
	Iteration 34Q: 3 clusters Score -4097888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -4097911.500000 Penalty: 989.849060
	Iteration 35Q: 3 clusters Score -4097912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -4097946.000000 Penalty: 989.849060
	Iteration 36Q: 3 clusters Score -4097946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -4097959.500000 Penalty: 989.849060
	Iteration 37Q: 3 clusters Score -4097960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -4097950.500000 Penalty: 989.849060
	Iteration 38Q: 3 clusters Score -4097950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -4097957.500000 Penalty: 989.849060
	Iteration 39Q: 3 clusters Score -4097958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -4097957.750000 Penalty: 989.849060
	Iteration 40F: 3 clusters Score -4097958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -4097985.000000 Penalty: 989.849060
	Iteration 41Q: 3 clusters Score -4097985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -4097985.500000 Penalty: 989.849060
	Iteration 42Q: 3 clusters Score -4097986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -4097991.500000 Penalty: 989.849060
	Iteration 43Q: 3 clusters Score -4097992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -4097989.750000 Penalty: 989.849060
	Iteration 44Q: 3 clusters Score -4097990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -4097980.250000 Penalty: 989.849060
	Iteration 45Q: 3 clusters Score -4097980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -4097994.500000 Penalty: 989.849060
	Iteration 46Q: 3 clusters Score -4097994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -4098006.250000 Penalty: 989.849060
	Iteration 47Q: 3 clusters Score -4098006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -4098012.000000 Penalty: 989.849060
	Iteration 48Q: 3 clusters Score -4098012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -4098012.000000 Penalty: 989.849060
	Iteration 49Q: 3 clusters Score -4098012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -4098009.250000 Penalty: 989.849060
	Iteration 50Q: 3 clusters Score -4098009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -4098000.750000 Penalty: 989.849060
	Iteration 51Q: 3 clusters Score -4098001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -4098008.000000 Penalty: 989.849060
	Iteration 52Q: 3 clusters Score -4098008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -4098003.500000 Penalty: 989.849060
	Iteration 53Q: 3 clusters Score -4098004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -4098005.000000 Penalty: 989.849060
	Iteration 54Q: 3 clusters Score -4098005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -4098005.000000 Penalty: 989.849060
	Iteration 55Q: 3 clusters Score -4098005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -4098004.250000 Penalty: 989.849060
	Iteration 56Q: 3 clusters Score -4098004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -4098004.250000 Penalty: 989.849060
	Iteration 57F: 3 clusters Score -4098004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (59471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Entering Unmasked Estep 
Score: -4770712.000000 Penalty: 500.192596
	Iteration 0F: 2 clusters Score -4770712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4754104.500000 Penalty: 1000.385193
	Iteration 0F: 3 clusters Score -4754104 nChanged 28933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -4771253.500000 Penalty: 1000.385193
	Iteration 1F: 3 clusters Score -4771254 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4771563.000000 Penalty: 1000.385193
	Iteration 2F: 3 clusters Score -4771563 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4771921.000000 Penalty: 1000.385193
	Iteration 3Q: 3 clusters Score -4771921 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4772539.500000 Penalty: 1000.385193
	Iteration 4Q: 3 clusters Score -4772540 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4772965.000000 Penalty: 1000.385193
	Iteration 5Q: 3 clusters Score -4772965 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4773251.500000 Penalty: 1000.385193
	Iteration 6Q: 3 clusters Score -4773252 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4774079.500000 Penalty: 1000.385193
	Iteration 7F: 3 clusters Score -4774080 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -4775833.000000 Penalty: 1000.385193
	Iteration 8F: 3 clusters Score -4775833 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4778363.000000 Penalty: 1000.385193
	Iteration 9F: 3 clusters Score -4778363 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4780689.000000 Penalty: 1000.385193
	Iteration 10F: 3 clusters Score -4780689 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4781808.500000 Penalty: 1000.385193
	Iteration 11Q: 3 clusters Score -4781808 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4782373.500000 Penalty: 1000.385193
	Iteration 12Q: 3 clusters Score -4782374 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4782706.000000 Penalty: 1000.385193
	Iteration 13Q: 3 clusters Score -4782706 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4783064.500000 Penalty: 1000.385193
	Iteration 14Q: 3 clusters Score -4783064 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4783220.000000 Penalty: 1000.385193
	Iteration 15Q: 3 clusters Score -4783220 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -4783194.000000 Penalty: 1000.385193
	Iteration 16Q: 3 clusters Score -4783194 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4783192.000000 Penalty: 1000.385193
	Iteration 17Q: 3 clusters Score -4783192 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4783146.500000 Penalty: 1000.385193
	Iteration 18Q: 3 clusters Score -4783146 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -4783123.000000 Penalty: 1000.385193
	Iteration 19Q: 3 clusters Score -4783123 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4783113.500000 Penalty: 1000.385193
	Iteration 20F: 3 clusters Score -4783114 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4783143.500000 Penalty: 1000.385193
	Iteration 21Q: 3 clusters Score -4783144 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4783148.500000 Penalty: 1000.385193
	Iteration 22Q: 3 clusters Score -4783148 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4783170.500000 Penalty: 1000.385193
	Iteration 23Q: 3 clusters Score -4783170 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4783183.000000 Penalty: 1000.385193
	Iteration 24Q: 3 clusters Score -4783183 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4783195.000000 Penalty: 1000.385193
	Iteration 25Q: 3 clusters Score -4783195 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4783165.500000 Penalty: 1000.385193
	Iteration 26Q: 3 clusters Score -4783166 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4783179.000000 Penalty: 1000.385193
	Iteration 27Q: 3 clusters Score -4783179 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4783184.000000 Penalty: 1000.385193
	Iteration 28Q: 3 clusters Score -4783184 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4783181.000000 Penalty: 1000.385193
	Iteration 29Q: 3 clusters Score -4783181 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4783157.000000 Penalty: 1000.385193
	Iteration 30Q: 3 clusters Score -4783157 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4783171.000000 Penalty: 1000.385193
	Iteration 31Q: 3 clusters Score -4783171 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4783169.500000 Penalty: 1000.385193
	Iteration 32Q: 3 clusters Score -4783170 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4783143.500000 Penalty: 1000.385193
	Iteration 33Q: 3 clusters Score -4783144 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4783149.500000 Penalty: 1000.385193
	Iteration 34Q: 3 clusters Score -4783150 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4783135.500000 Penalty: 1000.385193
	Iteration 35Q: 3 clusters Score -4783136 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4783112.000000 Penalty: 1000.385193
	Iteration 36Q: 3 clusters Score -4783112 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4783089.500000 Penalty: 1000.385193
	Iteration 37Q: 3 clusters Score -4783090 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4783044.500000 Penalty: 1000.385193
	Iteration 38Q: 3 clusters Score -4783044 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4783038.000000 Penalty: 1000.385193
	Iteration 39Q: 3 clusters Score -4783038 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4783046.500000 Penalty: 1000.385193
	Iteration 40F: 3 clusters Score -4783046 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4783015.500000 Penalty: 1000.385193
	Iteration 41Q: 3 clusters Score -4783016 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4782943.500000 Penalty: 1000.385193
	Iteration 42Q: 3 clusters Score -4782944 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4782937.000000 Penalty: 1000.385193
	Iteration 43Q: 3 clusters Score -4782937 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4782876.500000 Penalty: 1000.385193
	Iteration 44Q: 3 clusters Score -4782876 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4782842.000000 Penalty: 1000.385193
	Iteration 45Q: 3 clusters Score -4782842 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -4782785.500000 Penalty: 1000.385193
	Iteration 46Q: 3 clusters Score -4782786 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4782729.500000 Penalty: 1000.385193
	Iteration 47Q: 3 clusters Score -4782730 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4782658.000000 Penalty: 1000.385193
	Iteration 48Q: 3 clusters Score -4782658 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4782589.500000 Penalty: 1000.385193
	Iteration 49Q: 3 clusters Score -4782590 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4782513.500000 Penalty: 1000.385193
	Iteration 50Q: 3 clusters Score -4782514 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -4782474.000000 Penalty: 1000.385193
	Iteration 51Q: 3 clusters Score -4782474 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4782426.500000 Penalty: 1000.385193
	Iteration 52Q: 3 clusters Score -4782426 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4782407.500000 Penalty: 1000.385193
	Iteration 53Q: 3 clusters Score -4782408 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4782360.500000 Penalty: 1000.385193
	Iteration 54Q: 3 clusters Score -4782360 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4782322.500000 Penalty: 1000.385193
	Iteration 55Q: 3 clusters Score -4782322 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4782269.500000 Penalty: 1000.385193
	Iteration 56Q: 3 clusters Score -4782270 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4782261.500000 Penalty: 1000.385193
	Iteration 57Q: 3 clusters Score -4782262 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4782295.000000 Penalty: 1000.385193
	Iteration 58Q: 3 clusters Score -4782295 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4782262.000000 Penalty: 1000.385193
	Iteration 59Q: 3 clusters Score -4782262 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4782172.500000 Penalty: 1000.385193
	Iteration 60F: 3 clusters Score -4782172 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4782132.500000 Penalty: 1000.385193
	Iteration 61Q: 3 clusters Score -4782132 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4782100.500000 Penalty: 1000.385193
	Iteration 62Q: 3 clusters Score -4782100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4782081.500000 Penalty: 1000.385193
	Iteration 63Q: 3 clusters Score -4782082 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4782084.000000 Penalty: 1000.385193
	Iteration 64Q: 3 clusters Score -4782084 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4782094.500000 Penalty: 1000.385193
	Iteration 65Q: 3 clusters Score -4782094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4782084.000000 Penalty: 1000.385193
	Iteration 66Q: 3 clusters Score -4782084 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4782077.000000 Penalty: 1000.385193
	Iteration 67Q: 3 clusters Score -4782077 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4782108.000000 Penalty: 1000.385193
	Iteration 68Q: 3 clusters Score -4782108 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4782114.000000 Penalty: 1000.385193
	Iteration 69Q: 3 clusters Score -4782114 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4782116.000000 Penalty: 1000.385193
	Iteration 70Q: 3 clusters Score -4782116 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4782111.500000 Penalty: 1000.385193
	Iteration 71Q: 3 clusters Score -4782112 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4782102.500000 Penalty: 1000.385193
	Iteration 72Q: 3 clusters Score -4782102 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4782110.000000 Penalty: 1000.385193
	Iteration 73Q: 3 clusters Score -4782110 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4782113.500000 Penalty: 1000.385193
	Iteration 74Q: 3 clusters Score -4782114 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4782151.000000 Penalty: 1000.385193
	Iteration 75Q: 3 clusters Score -4782151 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4782157.000000 Penalty: 1000.385193
	Iteration 76Q: 3 clusters Score -4782157 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4782180.500000 Penalty: 1000.385193
	Iteration 77Q: 3 clusters Score -4782180 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4782205.000000 Penalty: 1000.385193
	Iteration 78Q: 3 clusters Score -4782205 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4782221.500000 Penalty: 1000.385193
	Iteration 79Q: 3 clusters Score -4782222 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4782298.000000 Penalty: 1000.385193
	Iteration 80F: 3 clusters Score -4782298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4782318.500000 Penalty: 1000.385193
	Iteration 81Q: 3 clusters Score -4782318 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -4782359.000000 Penalty: 1000.385193
	Iteration 82Q: 3 clusters Score -4782359 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4782415.500000 Penalty: 1000.385193
	Iteration 83Q: 3 clusters Score -4782416 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4782396.500000 Penalty: 1000.385193
	Iteration 84Q: 3 clusters Score -4782396 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4782399.500000 Penalty: 1000.385193
	Iteration 85Q: 3 clusters Score -4782400 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4782387.500000 Penalty: 1000.385193
	Iteration 86Q: 3 clusters Score -4782388 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4782316.500000 Penalty: 1000.385193
	Iteration 87Q: 3 clusters Score -4782316 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4782257.500000 Penalty: 1000.385193
	Iteration 88Q: 3 clusters Score -4782258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4782233.500000 Penalty: 1000.385193
	Iteration 89Q: 3 clusters Score -4782234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4782249.500000 Penalty: 1000.385193
	Iteration 90Q: 3 clusters Score -4782250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4782305.500000 Penalty: 1000.385193
	Iteration 91Q: 3 clusters Score -4782306 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4782350.500000 Penalty: 1000.385193
	Iteration 92Q: 3 clusters Score -4782350 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4782450.500000 Penalty: 1000.385193
	Iteration 93Q: 3 clusters Score -4782450 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4782510.000000 Penalty: 1000.385193
	Iteration 94Q: 3 clusters Score -4782510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4782527.500000 Penalty: 1000.385193
	Iteration 95Q: 3 clusters Score -4782528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4782546.500000 Penalty: 1000.385193
	Iteration 96Q: 3 clusters Score -4782546 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4782563.500000 Penalty: 1000.385193
	Iteration 97Q: 3 clusters Score -4782564 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4782590.500000 Penalty: 1000.385193
	Iteration 98Q: 3 clusters Score -4782590 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4782570.000000 Penalty: 1000.385193
	Iteration 99Q: 3 clusters Score -4782570 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4782568.000000 Penalty: 1000.385193
	Iteration 100F: 3 clusters Score -4782568 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4782582.000000 Penalty: 1000.385193
	Iteration 101Q: 3 clusters Score -4782582 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4782590.500000 Penalty: 1000.385193
	Iteration 102Q: 3 clusters Score -4782590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4782573.500000 Penalty: 1000.385193
	Iteration 103Q: 3 clusters Score -4782574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4782589.000000 Penalty: 1000.385193
	Iteration 104Q: 3 clusters Score -4782589 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4782609.500000 Penalty: 1000.385193
	Iteration 105Q: 3 clusters Score -4782610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4782605.500000 Penalty: 1000.385193
	Iteration 106Q: 3 clusters Score -4782606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4782627.000000 Penalty: 1000.385193
	Iteration 107Q: 3 clusters Score -4782627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4782640.500000 Penalty: 1000.385193
	Iteration 108Q: 3 clusters Score -4782640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4782631.500000 Penalty: 1000.385193
	Iteration 109Q: 3 clusters Score -4782632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -4782648.500000 Penalty: 1000.385193
	Iteration 110Q: 3 clusters Score -4782648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4782640.000000 Penalty: 1000.385193
	Iteration 111Q: 3 clusters Score -4782640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4782659.000000 Penalty: 1000.385193
	Iteration 112Q: 3 clusters Score -4782659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4782646.000000 Penalty: 1000.385193
	Iteration 113Q: 3 clusters Score -4782646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4782672.500000 Penalty: 1000.385193
	Iteration 114Q: 3 clusters Score -4782672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4782662.500000 Penalty: 1000.385193
	Iteration 115Q: 3 clusters Score -4782662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4782657.500000 Penalty: 1000.385193
	Iteration 116Q: 3 clusters Score -4782658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4782667.000000 Penalty: 1000.385193
	Iteration 117Q: 3 clusters Score -4782667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4782659.000000 Penalty: 1000.385193
	Iteration 118Q: 3 clusters Score -4782659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4782656.000000 Penalty: 1000.385193
	Iteration 119Q: 3 clusters Score -4782656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -4782665.500000 Penalty: 1000.385193
	Iteration 120F: 3 clusters Score -4782666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4782682.000000 Penalty: 1000.385193
	Iteration 121Q: 3 clusters Score -4782682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -4782685.000000 Penalty: 1000.385193
	Iteration 122Q: 3 clusters Score -4782685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4782678.500000 Penalty: 1000.385193
	Iteration 123Q: 3 clusters Score -4782678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4782677.500000 Penalty: 1000.385193
	Iteration 124Q: 3 clusters Score -4782678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4782664.500000 Penalty: 1000.385193
	Iteration 125Q: 3 clusters Score -4782664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4782679.500000 Penalty: 1000.385193
	Iteration 126Q: 3 clusters Score -4782680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4782699.000000 Penalty: 1000.385193
	Iteration 127Q: 3 clusters Score -4782699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4782695.000000 Penalty: 1000.385193
	Iteration 128Q: 3 clusters Score -4782695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4782683.000000 Penalty: 1000.385193
	Iteration 129Q: 3 clusters Score -4782683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4782714.500000 Penalty: 1000.385193
	Iteration 130Q: 3 clusters Score -4782714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4782721.500000 Penalty: 1000.385193
	Iteration 131Q: 3 clusters Score -4782722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4782712.000000 Penalty: 1000.385193
	Iteration 132Q: 3 clusters Score -4782712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4782704.500000 Penalty: 1000.385193
	Iteration 133Q: 3 clusters Score -4782704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4782727.500000 Penalty: 1000.385193
	Iteration 134Q: 3 clusters Score -4782728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4782730.000000 Penalty: 1000.385193
	Iteration 135Q: 3 clusters Score -4782730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -4782757.000000 Penalty: 1000.385193
	Iteration 136Q: 3 clusters Score -4782757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4782760.000000 Penalty: 1000.385193
	Iteration 137Q: 3 clusters Score -4782760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4782751.500000 Penalty: 1000.385193
	Iteration 138Q: 3 clusters Score -4782752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4782758.500000 Penalty: 1000.385193
	Iteration 139Q: 3 clusters Score -4782758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4782766.500000 Penalty: 1000.385193
	Iteration 140F: 3 clusters Score -4782766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4782762.500000 Penalty: 1000.385193
	Iteration 141Q: 3 clusters Score -4782762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4782755.000000 Penalty: 1000.385193
	Iteration 142Q: 3 clusters Score -4782755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4782761.500000 Penalty: 1000.385193
	Iteration 143Q: 3 clusters Score -4782762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4782755.500000 Penalty: 1000.385193
	Iteration 144Q: 3 clusters Score -4782756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4782748.000000 Penalty: 1000.385193
	Iteration 145Q: 3 clusters Score -4782748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4782746.500000 Penalty: 1000.385193
	Iteration 146Q: 3 clusters Score -4782746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4782741.000000 Penalty: 1000.385193
	Iteration 147Q: 3 clusters Score -4782741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4782733.500000 Penalty: 1000.385193
	Iteration 148Q: 3 clusters Score -4782734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4782723.500000 Penalty: 1000.385193
	Iteration 149Q: 3 clusters Score -4782724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4782720.000000 Penalty: 1000.385193
	Iteration 150Q: 3 clusters Score -4782720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4782723.500000 Penalty: 1000.385193
	Iteration 151Q: 3 clusters Score -4782724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4782709.500000 Penalty: 1000.385193
	Iteration 152Q: 3 clusters Score -4782710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4782713.000000 Penalty: 1000.385193
	Iteration 153Q: 3 clusters Score -4782713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4782703.500000 Penalty: 1000.385193
	Iteration 154Q: 3 clusters Score -4782704 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4782700.500000 Penalty: 1000.385193
	Iteration 155Q: 3 clusters Score -4782700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4782715.500000 Penalty: 1000.385193
	Iteration 156Q: 3 clusters Score -4782716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4782724.000000 Penalty: 1000.385193
	Iteration 157Q: 3 clusters Score -4782724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4782716.500000 Penalty: 1000.385193
	Iteration 158Q: 3 clusters Score -4782716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4782707.500000 Penalty: 1000.385193
	Iteration 159Q: 3 clusters Score -4782708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4782702.500000 Penalty: 1000.385193
	Iteration 160F: 3 clusters Score -4782702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -4782709.500000 Penalty: 1000.385193
	Iteration 161Q: 3 clusters Score -4782710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4782713.500000 Penalty: 1000.385193
	Iteration 162Q: 3 clusters Score -4782714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4782719.000000 Penalty: 1000.385193
	Iteration 163Q: 3 clusters Score -4782719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4782709.500000 Penalty: 1000.385193
	Iteration 164Q: 3 clusters Score -4782710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4782722.000000 Penalty: 1000.385193
	Iteration 165Q: 3 clusters Score -4782722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4782705.500000 Penalty: 1000.385193
	Iteration 166Q: 3 clusters Score -4782706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4782703.500000 Penalty: 1000.385193
	Iteration 167Q: 3 clusters Score -4782704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -4782725.000000 Penalty: 1000.385193
	Iteration 168Q: 3 clusters Score -4782725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4782752.500000 Penalty: 1000.385193
	Iteration 169Q: 3 clusters Score -4782752 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4782748.500000 Penalty: 1000.385193
	Iteration 170Q: 3 clusters Score -4782748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4782737.500000 Penalty: 1000.385193
	Iteration 171Q: 3 clusters Score -4782738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4782747.000000 Penalty: 1000.385193
	Iteration 172Q: 3 clusters Score -4782747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4782750.500000 Penalty: 1000.385193
	Iteration 173Q: 3 clusters Score -4782750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4782769.500000 Penalty: 1000.385193
	Iteration 174Q: 3 clusters Score -4782770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4782756.500000 Penalty: 1000.385193
	Iteration 175Q: 3 clusters Score -4782756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -4782756.500000 Penalty: 1000.385193
	Iteration 176Q: 3 clusters Score -4782756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4782745.500000 Penalty: 1000.385193
	Iteration 177Q: 3 clusters Score -4782746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4782757.000000 Penalty: 1000.385193
	Iteration 178Q: 3 clusters Score -4782757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4782772.500000 Penalty: 1000.385193
	Iteration 179Q: 3 clusters Score -4782772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4782768.000000 Penalty: 1000.385193
	Iteration 180F: 3 clusters Score -4782768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4782774.500000 Penalty: 1000.385193
	Iteration 181Q: 3 clusters Score -4782774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4782777.000000 Penalty: 1000.385193
	Iteration 182Q: 3 clusters Score -4782777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4782778.500000 Penalty: 1000.385193
	Iteration 183Q: 3 clusters Score -4782778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4782766.500000 Penalty: 1000.385193
	Iteration 184Q: 3 clusters Score -4782766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4782774.500000 Penalty: 1000.385193
	Iteration 185Q: 3 clusters Score -4782774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4782768.000000 Penalty: 1000.385193
	Iteration 186Q: 3 clusters Score -4782768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4782768.500000 Penalty: 1000.385193
	Iteration 187Q: 3 clusters Score -4782768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4782766.500000 Penalty: 1000.385193
	Iteration 188Q: 3 clusters Score -4782766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4782770.500000 Penalty: 1000.385193
	Iteration 189Q: 3 clusters Score -4782770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4782760.500000 Penalty: 1000.385193
	Iteration 190Q: 3 clusters Score -4782760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4782764.500000 Penalty: 1000.385193
	Iteration 191Q: 3 clusters Score -4782764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4782757.000000 Penalty: 1000.385193
	Iteration 192Q: 3 clusters Score -4782757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4782766.000000 Penalty: 1000.385193
	Iteration 193Q: 3 clusters Score -4782766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4782765.000000 Penalty: 1000.385193
	Iteration 194Q: 3 clusters Score -4782765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4782743.500000 Penalty: 1000.385193
	Iteration 195Q: 3 clusters Score -4782744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4782755.000000 Penalty: 1000.385193
	Iteration 196Q: 3 clusters Score -4782755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4782748.500000 Penalty: 1000.385193
	Iteration 197Q: 3 clusters Score -4782748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4782744.000000 Penalty: 1000.385193
	Iteration 198Q: 3 clusters Score -4782744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4782754.000000 Penalty: 1000.385193
	Iteration 199Q: 3 clusters Score -4782754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4782753.500000 Penalty: 1000.385193
	Iteration 200F: 3 clusters Score -4782754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4782765.000000 Penalty: 1000.385193
	Iteration 201Q: 3 clusters Score -4782765 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4782763.000000 Penalty: 1000.385193
	Iteration 202Q: 3 clusters Score -4782763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4782765.500000 Penalty: 1000.385193
	Iteration 203Q: 3 clusters Score -4782766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -4782762.500000 Penalty: 1000.385193
	Iteration 204Q: 3 clusters Score -4782762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4782774.500000 Penalty: 1000.385193
	Iteration 205Q: 3 clusters Score -4782774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4782752.500000 Penalty: 1000.385193
	Iteration 206Q: 3 clusters Score -4782752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4782762.000000 Penalty: 1000.385193
	Iteration 207Q: 3 clusters Score -4782762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4782759.000000 Penalty: 1000.385193
	Iteration 208Q: 3 clusters Score -4782759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4782758.500000 Penalty: 1000.385193
	Iteration 209Q: 3 clusters Score -4782758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4782753.000000 Penalty: 1000.385193
	Iteration 210Q: 3 clusters Score -4782753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4782763.500000 Penalty: 1000.385193
	Iteration 211Q: 3 clusters Score -4782764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -4782764.000000 Penalty: 1000.385193
	Iteration 212Q: 3 clusters Score -4782764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4782762.500000 Penalty: 1000.385193
	Iteration 213Q: 3 clusters Score -4782762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4782782.000000 Penalty: 1000.385193
	Iteration 214Q: 3 clusters Score -4782782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4782781.500000 Penalty: 1000.385193
	Iteration 215Q: 3 clusters Score -4782782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4782773.000000 Penalty: 1000.385193
	Iteration 216Q: 3 clusters Score -4782773 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4782769.500000 Penalty: 1000.385193
	Iteration 217Q: 3 clusters Score -4782770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4782775.000000 Penalty: 1000.385193
	Iteration 218Q: 3 clusters Score -4782775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4782787.500000 Penalty: 1000.385193
	Iteration 219Q: 3 clusters Score -4782788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4782777.000000 Penalty: 1000.385193
	Iteration 220F: 3 clusters Score -4782777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4782774.500000 Penalty: 1000.385193
	Iteration 221Q: 3 clusters Score -4782774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4782783.500000 Penalty: 1000.385193
	Iteration 222Q: 3 clusters Score -4782784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4782786.500000 Penalty: 1000.385193
	Iteration 223Q: 3 clusters Score -4782786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4782801.500000 Penalty: 1000.385193
	Iteration 224Q: 3 clusters Score -4782802 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4782801.000000 Penalty: 1000.385193
	Iteration 225Q: 3 clusters Score -4782801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4782812.500000 Penalty: 1000.385193
	Iteration 226Q: 3 clusters Score -4782812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4782830.500000 Penalty: 1000.385193
	Iteration 227Q: 3 clusters Score -4782830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4782828.000000 Penalty: 1000.385193
	Iteration 228Q: 3 clusters Score -4782828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -4782822.000000 Penalty: 1000.385193
	Iteration 229Q: 3 clusters Score -4782822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4782804.500000 Penalty: 1000.385193
	Iteration 230Q: 3 clusters Score -4782804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4782797.000000 Penalty: 1000.385193
	Iteration 231Q: 3 clusters Score -4782797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4782817.000000 Penalty: 1000.385193
	Iteration 232Q: 3 clusters Score -4782817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4782823.500000 Penalty: 1000.385193
	Iteration 233Q: 3 clusters Score -4782824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4782820.000000 Penalty: 1000.385193
	Iteration 234Q: 3 clusters Score -4782820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4782821.500000 Penalty: 1000.385193
	Iteration 235Q: 3 clusters Score -4782822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4782828.000000 Penalty: 1000.385193
	Iteration 236Q: 3 clusters Score -4782828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4782840.500000 Penalty: 1000.385193
	Iteration 237Q: 3 clusters Score -4782840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4782849.000000 Penalty: 1000.385193
	Iteration 238Q: 3 clusters Score -4782849 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4782869.000000 Penalty: 1000.385193
	Iteration 239Q: 3 clusters Score -4782869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -4782867.000000 Penalty: 1000.385193
	Iteration 240F: 3 clusters Score -4782867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4782872.000000 Penalty: 1000.385193
	Iteration 241Q: 3 clusters Score -4782872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4782879.000000 Penalty: 1000.385193
	Iteration 242Q: 3 clusters Score -4782879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4782894.500000 Penalty: 1000.385193
	Iteration 243Q: 3 clusters Score -4782894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4782898.000000 Penalty: 1000.385193
	Iteration 244Q: 3 clusters Score -4782898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4782891.500000 Penalty: 1000.385193
	Iteration 245Q: 3 clusters Score -4782892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4782882.000000 Penalty: 1000.385193
	Iteration 246Q: 3 clusters Score -4782882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4782880.000000 Penalty: 1000.385193
	Iteration 247Q: 3 clusters Score -4782880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4782890.500000 Penalty: 1000.385193
	Iteration 248Q: 3 clusters Score -4782890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4782881.500000 Penalty: 1000.385193
	Iteration 249Q: 3 clusters Score -4782882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -4782887.500000 Penalty: 1000.385193
	Iteration 250Q: 3 clusters Score -4782888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4782902.500000 Penalty: 1000.385193
	Iteration 251Q: 3 clusters Score -4782902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4782906.500000 Penalty: 1000.385193
	Iteration 252Q: 3 clusters Score -4782906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4782920.000000 Penalty: 1000.385193
	Iteration 253Q: 3 clusters Score -4782920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4782916.000000 Penalty: 1000.385193
	Iteration 254Q: 3 clusters Score -4782916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -4782904.000000 Penalty: 1000.385193
	Iteration 255Q: 3 clusters Score -4782904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4782911.000000 Penalty: 1000.385193
	Iteration 256Q: 3 clusters Score -4782911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4782915.500000 Penalty: 1000.385193
	Iteration 257Q: 3 clusters Score -4782916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4782909.500000 Penalty: 1000.385193
	Iteration 258Q: 3 clusters Score -4782910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4782913.500000 Penalty: 1000.385193
	Iteration 259Q: 3 clusters Score -4782914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4782920.500000 Penalty: 1000.385193
	Iteration 260F: 3 clusters Score -4782920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4782934.500000 Penalty: 1000.385193
	Iteration 261Q: 3 clusters Score -4782934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4782936.000000 Penalty: 1000.385193
	Iteration 262Q: 3 clusters Score -4782936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4782937.500000 Penalty: 1000.385193
	Iteration 263Q: 3 clusters Score -4782938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4782934.000000 Penalty: 1000.385193
	Iteration 264Q: 3 clusters Score -4782934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4782940.500000 Penalty: 1000.385193
	Iteration 265Q: 3 clusters Score -4782940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -4782938.000000 Penalty: 1000.385193
	Iteration 266Q: 3 clusters Score -4782938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4782934.500000 Penalty: 1000.385193
	Iteration 267Q: 3 clusters Score -4782934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4782939.000000 Penalty: 1000.385193
	Iteration 268Q: 3 clusters Score -4782939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4782949.500000 Penalty: 1000.385193
	Iteration 269Q: 3 clusters Score -4782950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4782957.500000 Penalty: 1000.385193
	Iteration 270Q: 3 clusters Score -4782958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4782965.500000 Penalty: 1000.385193
	Iteration 271Q: 3 clusters Score -4782966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4782966.000000 Penalty: 1000.385193
	Iteration 272Q: 3 clusters Score -4782966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4782958.000000 Penalty: 1000.385193
	Iteration 273Q: 3 clusters Score -4782958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4782962.000000 Penalty: 1000.385193
	Iteration 274Q: 3 clusters Score -4782962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4782971.500000 Penalty: 1000.385193
	Iteration 275Q: 3 clusters Score -4782972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4782976.000000 Penalty: 1000.385193
	Iteration 276Q: 3 clusters Score -4782976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -4782980.000000 Penalty: 1000.385193
	Iteration 277Q: 3 clusters Score -4782980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4782973.500000 Penalty: 1000.385193
	Iteration 278Q: 3 clusters Score -4782974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -4782974.000000 Penalty: 1000.385193
	Iteration 279Q: 3 clusters Score -4782974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4782971.500000 Penalty: 1000.385193
	Iteration 280F: 3 clusters Score -4782972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4782971.000000 Penalty: 1000.385193
	Iteration 281Q: 3 clusters Score -4782971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4782973.500000 Penalty: 1000.385193
	Iteration 282Q: 3 clusters Score -4782974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4782981.000000 Penalty: 1000.385193
	Iteration 283Q: 3 clusters Score -4782981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4782976.500000 Penalty: 1000.385193
	Iteration 284Q: 3 clusters Score -4782976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4782981.500000 Penalty: 1000.385193
	Iteration 285Q: 3 clusters Score -4782982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4782974.500000 Penalty: 1000.385193
	Iteration 286Q: 3 clusters Score -4782974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -4782974.000000 Penalty: 1000.385193
	Iteration 287Q: 3 clusters Score -4782974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4782974.500000 Penalty: 1000.385193
	Iteration 288Q: 3 clusters Score -4782974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4782982.000000 Penalty: 1000.385193
	Iteration 289Q: 3 clusters Score -4782982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4782971.500000 Penalty: 1000.385193
	Iteration 290Q: 3 clusters Score -4782972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4782978.500000 Penalty: 1000.385193
	Iteration 291Q: 3 clusters Score -4782978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4782978.000000 Penalty: 1000.385193
	Iteration 292Q: 3 clusters Score -4782978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4782989.500000 Penalty: 1000.385193
	Iteration 293Q: 3 clusters Score -4782990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4782992.500000 Penalty: 1000.385193
	Iteration 294Q: 3 clusters Score -4782992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4782989.500000 Penalty: 1000.385193
	Iteration 295Q: 3 clusters Score -4782990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4782987.500000 Penalty: 1000.385193
	Iteration 296Q: 3 clusters Score -4782988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4782983.500000 Penalty: 1000.385193
	Iteration 297Q: 3 clusters Score -4782984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4782993.500000 Penalty: 1000.385193
	Iteration 298Q: 3 clusters Score -4782994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4783000.500000 Penalty: 1000.385193
	Iteration 299Q: 3 clusters Score -4783000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4782990.000000 Penalty: 1000.385193
	Iteration 300F: 3 clusters Score -4782990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -4782993.500000 Penalty: 1000.385193
	Iteration 301Q: 3 clusters Score -4782994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4782999.000000 Penalty: 1000.385193
	Iteration 302Q: 3 clusters Score -4782999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4782989.500000 Penalty: 1000.385193
	Iteration 303Q: 3 clusters Score -4782990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4782989.500000 Penalty: 1000.385193
	Iteration 304Q: 3 clusters Score -4782990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4782995.000000 Penalty: 1000.385193
	Iteration 305Q: 3 clusters Score -4782995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4783001.500000 Penalty: 1000.385193
	Iteration 306Q: 3 clusters Score -4783002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -4783000.500000 Penalty: 1000.385193
	Iteration 307Q: 3 clusters Score -4783000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4782987.500000 Penalty: 1000.385193
	Iteration 308Q: 3 clusters Score -4782988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4782999.000000 Penalty: 1000.385193
	Iteration 309Q: 3 clusters Score -4782999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4783008.500000 Penalty: 1000.385193
	Iteration 310Q: 3 clusters Score -4783008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4782994.500000 Penalty: 1000.385193
	Iteration 311Q: 3 clusters Score -4782994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4782996.500000 Penalty: 1000.385193
	Iteration 312Q: 3 clusters Score -4782996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4782994.500000 Penalty: 1000.385193
	Iteration 313Q: 3 clusters Score -4782994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4782999.000000 Penalty: 1000.385193
	Iteration 314Q: 3 clusters Score -4782999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4782997.000000 Penalty: 1000.385193
	Iteration 315Q: 3 clusters Score -4782997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -4783012.500000 Penalty: 1000.385193
	Iteration 316Q: 3 clusters Score -4783012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -4783011.500000 Penalty: 1000.385193
	Iteration 317Q: 3 clusters Score -4783012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4783013.000000 Penalty: 1000.385193
	Iteration 318Q: 3 clusters Score -4783013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4783012.500000 Penalty: 1000.385193
	Iteration 319Q: 3 clusters Score -4783012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4783017.000000 Penalty: 1000.385193
	Iteration 320F: 3 clusters Score -4783017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -4783024.000000 Penalty: 1000.385193
	Iteration 321Q: 3 clusters Score -4783024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -4783021.500000 Penalty: 1000.385193
	Iteration 322Q: 3 clusters Score -4783022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4783021.000000 Penalty: 1000.385193
	Iteration 323Q: 3 clusters Score -4783021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -4783018.500000 Penalty: 1000.385193
	Iteration 324Q: 3 clusters Score -4783018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4783019.500000 Penalty: 1000.385193
	Iteration 325Q: 3 clusters Score -4783020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4783014.500000 Penalty: 1000.385193
	Iteration 326Q: 3 clusters Score -4783014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4783013.000000 Penalty: 1000.385193
	Iteration 327Q: 3 clusters Score -4783013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4783015.000000 Penalty: 1000.385193
	Iteration 328Q: 3 clusters Score -4783015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4783015.000000 Penalty: 1000.385193
	Iteration 329F: 3 clusters Score -4783015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 51760 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Entering Unmasked Estep 
Score: -42085928.000000 Penalty: 22271.648438
Splitting cluster 14 changes total score from -42068080.000000 to -42085928.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 15 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -82329.789062 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -82329.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81436.218750 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -81436.22 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81786.343750 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -81786.34 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -81847.804688 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -81847.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81888.703125 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -81888.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81912.429688 Penalty: 640.049072
	Iteration 4Q: 3 clusters Score -81912.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81931.828125 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -81931.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81945.031250 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -81945.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81962.648438 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -81962.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81985.054688 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -81985.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82006.000000 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -82006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82023.515625 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -82023.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82036.937500 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -82036.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82041.414062 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -82041.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -82044.890625 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -82044.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82049.492188 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -82049.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82056.265625 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -82056.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82060.742188 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -82060.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82064.960938 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -82064.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -82067.257812 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -82067.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -82068.429688 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -82068.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -82068.960938 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -82068.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -82069.593750 Penalty: 640.049072
	Iteration 21Q: 3 clusters Score -82069.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -82070.835938 Penalty: 640.049072
	Iteration 22Q: 3 clusters Score -82070.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -82071.554688 Penalty: 640.049072
	Iteration 23Q: 3 clusters Score -82071.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -82072.828125 Penalty: 640.049072
	Iteration 24Q: 3 clusters Score -82072.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -82074.664062 Penalty: 640.049072
	Iteration 25Q: 3 clusters Score -82074.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -82078.453125 Penalty: 640.049072
	Iteration 26Q: 3 clusters Score -82078.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -82083.429688 Penalty: 640.049072
	Iteration 27Q: 3 clusters Score -82083.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -82086.265625 Penalty: 640.049072
	Iteration 28Q: 3 clusters Score -82086.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -82088.796875 Penalty: 640.049072
	Iteration 29Q: 3 clusters Score -82088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -82090.648438 Penalty: 640.049072
	Iteration 30Q: 3 clusters Score -82090.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -82094.070312 Penalty: 640.049072
	Iteration 31Q: 3 clusters Score -82094.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -82098.578125 Penalty: 640.049072
	Iteration 32Q: 3 clusters Score -82098.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -82101.750000 Penalty: 640.049072
	Iteration 33Q: 3 clusters Score -82101.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -82103.765625 Penalty: 640.049072
	Iteration 34Q: 3 clusters Score -82103.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -82104.734375 Penalty: 640.049072
	Iteration 35Q: 3 clusters Score -82104.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -82105.632812 Penalty: 640.049072
	Iteration 36Q: 3 clusters Score -82105.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -82107.265625 Penalty: 640.049072
	Iteration 37Q: 3 clusters Score -82107.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -82110.953125 Penalty: 640.049072
	Iteration 38Q: 3 clusters Score -82110.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -82113.234375 Penalty: 640.049072
	Iteration 39Q: 3 clusters Score -82113.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -82113.804688 Penalty: 640.049072
	Iteration 40F: 3 clusters Score -82113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -82114.359375 Penalty: 640.049072
	Iteration 41Q: 3 clusters Score -82114.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -82116.578125 Penalty: 640.049072
	Iteration 42Q: 3 clusters Score -82116.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -82118.265625 Penalty: 640.049072
	Iteration 43Q: 3 clusters Score -82118.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -82119.726562 Penalty: 640.049072
	Iteration 44Q: 3 clusters Score -82119.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -82121.085938 Penalty: 640.049072
	Iteration 45Q: 3 clusters Score -82121.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -82122.296875 Penalty: 640.049072
	Iteration 46Q: 3 clusters Score -82122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -82122.960938 Penalty: 640.049072
	Iteration 47Q: 3 clusters Score -82122.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -82123.968750 Penalty: 640.049072
	Iteration 48Q: 3 clusters Score -82123.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -82125.148438 Penalty: 640.049072
	Iteration 49Q: 3 clusters Score -82125.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -82125.820312 Penalty: 640.049072
	Iteration 50Q: 3 clusters Score -82125.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -82126.359375 Penalty: 640.049072
	Iteration 51Q: 3 clusters Score -82126.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -82126.562500 Penalty: 640.049072
	Iteration 52Q: 3 clusters Score -82126.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -82127.546875 Penalty: 640.049072
	Iteration 53Q: 3 clusters Score -82127.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -82127.742188 Penalty: 640.049072
	Iteration 54Q: 3 clusters Score -82127.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -82127.968750 Penalty: 640.049072
	Iteration 55Q: 3 clusters Score -82127.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -82128.031250 Penalty: 640.049072
	Iteration 56Q: 3 clusters Score -82128.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -82128.031250 Penalty: 640.049072
	Iteration 57F: 3 clusters Score -82128.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Entering Unmasked Estep 
Score: -4151134.250000 Penalty: 493.873962
	Iteration 0F: 2 clusters Score -4151134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -4127331.500000 Penalty: 987.747925
	Iteration 0F: 3 clusters Score -4127332 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4142887.500000 Penalty: 987.747925
	Iteration 1F: 3 clusters Score -4142888 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4143929.250000 Penalty: 987.747925
	Iteration 2F: 3 clusters Score -4143929 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4145472.000000 Penalty: 987.747925
	Iteration 3F: 3 clusters Score -4145472 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4146974.250000 Penalty: 987.747925
	Iteration 4F: 3 clusters Score -4146974 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4148110.000000 Penalty: 987.747925
	Iteration 5F: 3 clusters Score -4148110 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -4149043.000000 Penalty: 987.747925
	Iteration 6F: 3 clusters Score -4149043 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4149389.750000 Penalty: 987.747925
	Iteration 7F: 3 clusters Score -4149390 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4149029.000000 Penalty: 987.747925
	Iteration 8Q: 3 clusters Score -4149029 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -4148364.000000 Penalty: 987.747925
	Iteration 9Q: 3 clusters Score -4148364 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4147667.000000 Penalty: 987.747925
	Iteration 10Q: 3 clusters Score -4147667 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4147071.000000 Penalty: 987.747925
	Iteration 11Q: 3 clusters Score -4147071 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4146664.000000 Penalty: 987.747925
	Iteration 12Q: 3 clusters Score -4146664 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4146346.000000 Penalty: 987.747925
	Iteration 13Q: 3 clusters Score -4146346 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4146153.000000 Penalty: 987.747925
	Iteration 14Q: 3 clusters Score -4146153 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -4146048.500000 Penalty: 987.747925
	Iteration 15Q: 3 clusters Score -4146048 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4146192.000000 Penalty: 987.747925
	Iteration 16Q: 3 clusters Score -4146192 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4146377.500000 Penalty: 987.747925
	Iteration 17Q: 3 clusters Score -4146378 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4146497.250000 Penalty: 987.747925
	Iteration 18Q: 3 clusters Score -4146497 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4146957.250000 Penalty: 987.747925
	Iteration 19Q: 3 clusters Score -4146957 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4147472.250000 Penalty: 987.747925
	Iteration 20F: 3 clusters Score -4147472 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4147834.750000 Penalty: 987.747925
	Iteration 21Q: 3 clusters Score -4147835 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4148476.750000 Penalty: 987.747925
	Iteration 22Q: 3 clusters Score -4148477 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4149161.000000 Penalty: 987.747925
	Iteration 23Q: 3 clusters Score -4149161 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -4149968.250000 Penalty: 987.747925
	Iteration 24Q: 3 clusters Score -4149968 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4150727.000000 Penalty: 987.747925
	Iteration 25Q: 3 clusters Score -4150727 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4151611.500000 Penalty: 987.747925
	Iteration 26Q: 3 clusters Score -4151612 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4152080.000000 Penalty: 987.747925
	Iteration 27Q: 3 clusters Score -4152080 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4151984.500000 Penalty: 987.747925
	Iteration 28Q: 3 clusters Score -4151984 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4151813.250000 Penalty: 987.747925
	Iteration 29Q: 3 clusters Score -4151813 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4151757.500000 Penalty: 987.747925
	Iteration 30Q: 3 clusters Score -4151758 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4151558.000000 Penalty: 987.747925
	Iteration 31Q: 3 clusters Score -4151558 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4151255.750000 Penalty: 987.747925
	Iteration 32Q: 3 clusters Score -4151256 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4150786.250000 Penalty: 987.747925
	Iteration 33Q: 3 clusters Score -4150786 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4150303.500000 Penalty: 987.747925
	Iteration 34Q: 3 clusters Score -4150304 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4149907.500000 Penalty: 987.747925
	Iteration 35Q: 3 clusters Score -4149908 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4149714.250000 Penalty: 987.747925
	Iteration 36Q: 3 clusters Score -4149714 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4149700.500000 Penalty: 987.747925
	Iteration 37Q: 3 clusters Score -4149700 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4149785.250000 Penalty: 987.747925
	Iteration 38Q: 3 clusters Score -4149785 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4149927.500000 Penalty: 987.747925
	Iteration 39Q: 3 clusters Score -4149928 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4150655.500000 Penalty: 987.747925
	Iteration 40F: 3 clusters Score -4150656 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4150660.500000 Penalty: 987.747925
	Iteration 41Q: 3 clusters Score -4150660 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4150744.500000 Penalty: 987.747925
	Iteration 42Q: 3 clusters Score -4150744 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4150944.250000 Penalty: 987.747925
	Iteration 43Q: 3 clusters Score -4150944 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4151264.750000 Penalty: 987.747925
	Iteration 44Q: 3 clusters Score -4151265 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4151989.250000 Penalty: 987.747925
	Iteration 45Q: 3 clusters Score -4151989 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4152566.250000 Penalty: 987.747925
	Iteration 46Q: 3 clusters Score -4152566 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4153218.750000 Penalty: 987.747925
	Iteration 47Q: 3 clusters Score -4153219 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4154322.500000 Penalty: 987.747925
	Iteration 48Q: 3 clusters Score -4154322 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4155680.750000 Penalty: 987.747925
	Iteration 49Q: 3 clusters Score -4155681 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4156678.000000 Penalty: 987.747925
	Iteration 50Q: 3 clusters Score -4156678 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4157126.500000 Penalty: 987.747925
	Iteration 51Q: 3 clusters Score -4157126 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -4156992.750000 Penalty: 987.747925
	Iteration 52Q: 3 clusters Score -4156993 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4156783.000000 Penalty: 987.747925
	Iteration 53Q: 3 clusters Score -4156783 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4156530.000000 Penalty: 987.747925
	Iteration 54Q: 3 clusters Score -4156530 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -4156097.000000 Penalty: 987.747925
	Iteration 55Q: 3 clusters Score -4156097 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4155734.250000 Penalty: 987.747925
	Iteration 56Q: 3 clusters Score -4155734 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -4155362.500000 Penalty: 987.747925
	Iteration 57Q: 3 clusters Score -4155362 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -4155020.750000 Penalty: 987.747925
	Iteration 58Q: 3 clusters Score -4155021 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4154649.750000 Penalty: 987.747925
	Iteration 59Q: 3 clusters Score -4154650 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4154887.250000 Penalty: 987.747925
	Iteration 60F: 3 clusters Score -4154887 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4154807.000000 Penalty: 987.747925
	Iteration 61Q: 3 clusters Score -4154807 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4154619.250000 Penalty: 987.747925
	Iteration 62Q: 3 clusters Score -4154619 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4154378.500000 Penalty: 987.747925
	Iteration 63Q: 3 clusters Score -4154378 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4153715.000000 Penalty: 987.747925
	Iteration 64Q: 3 clusters Score -4153715 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -4152865.000000 Penalty: 987.747925
	Iteration 65Q: 3 clusters Score -4152865 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -4151626.750000 Penalty: 987.747925
	Iteration 66Q: 3 clusters Score -4151627 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4151648.500000 Penalty: 987.747925
	Iteration 67Q: 3 clusters Score -4151648 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -4151919.250000 Penalty: 987.747925
	Iteration 68Q: 3 clusters Score -4151919 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -4152392.750000 Penalty: 987.747925
	Iteration 69Q: 3 clusters Score -4152393 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -4152503.250000 Penalty: 987.747925
	Iteration 70Q: 3 clusters Score -4152503 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -4152485.000000 Penalty: 987.747925
	Iteration 71Q: 3 clusters Score -4152485 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -4152458.750000 Penalty: 987.747925
	Iteration 72Q: 3 clusters Score -4152459 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -4152472.500000 Penalty: 987.747925
	Iteration 73Q: 3 clusters Score -4152472 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -4152495.000000 Penalty: 987.747925
	Iteration 74Q: 3 clusters Score -4152495 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -4152593.250000 Penalty: 987.747925
	Iteration 75Q: 3 clusters Score -4152593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -4152646.250000 Penalty: 987.747925
	Iteration 76Q: 3 clusters Score -4152646 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -4152625.750000 Penalty: 987.747925
	Iteration 77Q: 3 clusters Score -4152626 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -4152692.500000 Penalty: 987.747925
	Iteration 78Q: 3 clusters Score -4152692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -4152770.500000 Penalty: 987.747925
	Iteration 79Q: 3 clusters Score -4152770 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -4152821.000000 Penalty: 987.747925
	Iteration 80F: 3 clusters Score -4152821 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -4152813.500000 Penalty: 987.747925
	Iteration 81Q: 3 clusters Score -4152814 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -4152846.000000 Penalty: 987.747925
	Iteration 82Q: 3 clusters Score -4152846 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -4152803.750000 Penalty: 987.747925
	Iteration 83Q: 3 clusters Score -4152804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -4152762.250000 Penalty: 987.747925
	Iteration 84Q: 3 clusters Score -4152762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -4152812.500000 Penalty: 987.747925
	Iteration 85Q: 3 clusters Score -4152812 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -4152801.250000 Penalty: 987.747925
	Iteration 86Q: 3 clusters Score -4152801 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -4152779.500000 Penalty: 987.747925
	Iteration 87Q: 3 clusters Score -4152780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -4152780.250000 Penalty: 987.747925
	Iteration 88Q: 3 clusters Score -4152780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -4152763.750000 Penalty: 987.747925
	Iteration 89Q: 3 clusters Score -4152764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -4152754.500000 Penalty: 987.747925
	Iteration 90Q: 3 clusters Score -4152754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -4152753.500000 Penalty: 987.747925
	Iteration 91Q: 3 clusters Score -4152754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -4152755.750000 Penalty: 987.747925
	Iteration 92Q: 3 clusters Score -4152756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -4152701.500000 Penalty: 987.747925
	Iteration 93Q: 3 clusters Score -4152702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -4152665.000000 Penalty: 987.747925
	Iteration 94Q: 3 clusters Score -4152665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4152625.250000 Penalty: 987.747925
	Iteration 95Q: 3 clusters Score -4152625 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -4152581.000000 Penalty: 987.747925
	Iteration 96Q: 3 clusters Score -4152581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -4152527.250000 Penalty: 987.747925
	Iteration 97Q: 3 clusters Score -4152527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -4152487.250000 Penalty: 987.747925
	Iteration 98Q: 3 clusters Score -4152487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -4152472.000000 Penalty: 987.747925
	Iteration 99Q: 3 clusters Score -4152472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -4152449.250000 Penalty: 987.747925
	Iteration 100F: 3 clusters Score -4152449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -4152391.250000 Penalty: 987.747925
	Iteration 101Q: 3 clusters Score -4152391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -4152353.000000 Penalty: 987.747925
	Iteration 102Q: 3 clusters Score -4152353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -4152347.750000 Penalty: 987.747925
	Iteration 103Q: 3 clusters Score -4152348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -4152374.500000 Penalty: 987.747925
	Iteration 104Q: 3 clusters Score -4152374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -4152385.500000 Penalty: 987.747925
	Iteration 105Q: 3 clusters Score -4152386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -4152405.500000 Penalty: 987.747925
	Iteration 106Q: 3 clusters Score -4152406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -4152420.250000 Penalty: 987.747925
	Iteration 107Q: 3 clusters Score -4152420 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -4152448.250000 Penalty: 987.747925
	Iteration 108Q: 3 clusters Score -4152448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -4152480.250000 Penalty: 987.747925
	Iteration 109Q: 3 clusters Score -4152480 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -4152496.000000 Penalty: 987.747925
	Iteration 110Q: 3 clusters Score -4152496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -4152554.250000 Penalty: 987.747925
	Iteration 111Q: 3 clusters Score -4152554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -4152592.000000 Penalty: 987.747925
	Iteration 112Q: 3 clusters Score -4152592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -4152622.750000 Penalty: 987.747925
	Iteration 113Q: 3 clusters Score -4152623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -4152656.000000 Penalty: 987.747925
	Iteration 114Q: 3 clusters Score -4152656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -4152679.500000 Penalty: 987.747925
	Iteration 115Q: 3 clusters Score -4152680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -4152721.000000 Penalty: 987.747925
	Iteration 116Q: 3 clusters Score -4152721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -4152748.000000 Penalty: 987.747925
	Iteration 117Q: 3 clusters Score -4152748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -4152800.250000 Penalty: 987.747925
	Iteration 118Q: 3 clusters Score -4152800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -4152810.250000 Penalty: 987.747925
	Iteration 119Q: 3 clusters Score -4152810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -4152816.250000 Penalty: 987.747925
	Iteration 120F: 3 clusters Score -4152816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -4152825.500000 Penalty: 987.747925
	Iteration 121Q: 3 clusters Score -4152826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -4152839.500000 Penalty: 987.747925
	Iteration 122Q: 3 clusters Score -4152840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -4152862.000000 Penalty: 987.747925
	Iteration 123Q: 3 clusters Score -4152862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -4152873.250000 Penalty: 987.747925
	Iteration 124Q: 3 clusters Score -4152873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -4152878.000000 Penalty: 987.747925
	Iteration 125Q: 3 clusters Score -4152878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -4152878.250000 Penalty: 987.747925
	Iteration 126Q: 3 clusters Score -4152878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -4152879.000000 Penalty: 987.747925
	Iteration 127Q: 3 clusters Score -4152879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -4152905.500000 Penalty: 987.747925
	Iteration 128Q: 3 clusters Score -4152906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -4152917.000000 Penalty: 987.747925
	Iteration 129Q: 3 clusters Score -4152917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4152926.750000 Penalty: 987.747925
	Iteration 130Q: 3 clusters Score -4152927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4152928.500000 Penalty: 987.747925
	Iteration 131Q: 3 clusters Score -4152928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -4152927.500000 Penalty: 987.747925
	Iteration 132Q: 3 clusters Score -4152928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4152930.250000 Penalty: 987.747925
	Iteration 133Q: 3 clusters Score -4152930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -4152926.000000 Penalty: 987.747925
	Iteration 134Q: 3 clusters Score -4152926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4152927.000000 Penalty: 987.747925
	Iteration 135Q: 3 clusters Score -4152927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -4152928.500000 Penalty: 987.747925
	Iteration 136Q: 3 clusters Score -4152928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -4152926.750000 Penalty: 987.747925
	Iteration 137Q: 3 clusters Score -4152927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -4152928.750000 Penalty: 987.747925
	Iteration 138Q: 3 clusters Score -4152929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4152929.250000 Penalty: 987.747925
	Iteration 139Q: 3 clusters Score -4152929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -4152931.750000 Penalty: 987.747925
	Iteration 140F: 3 clusters Score -4152932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -4152936.250000 Penalty: 987.747925
	Iteration 141Q: 3 clusters Score -4152936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -4152941.000000 Penalty: 987.747925
	Iteration 142Q: 3 clusters Score -4152941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -4152954.250000 Penalty: 987.747925
	Iteration 143Q: 3 clusters Score -4152954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -4152964.000000 Penalty: 987.747925
	Iteration 144Q: 3 clusters Score -4152964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -4152963.250000 Penalty: 987.747925
	Iteration 145Q: 3 clusters Score -4152963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4152970.250000 Penalty: 987.747925
	Iteration 146Q: 3 clusters Score -4152970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -4152981.500000 Penalty: 987.747925
	Iteration 147Q: 3 clusters Score -4152982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -4152988.750000 Penalty: 987.747925
	Iteration 148Q: 3 clusters Score -4152989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -4152995.000000 Penalty: 987.747925
	Iteration 149Q: 3 clusters Score -4152995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -4152995.250000 Penalty: 987.747925
	Iteration 150Q: 3 clusters Score -4152995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -4153006.500000 Penalty: 987.747925
	Iteration 151Q: 3 clusters Score -4153006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -4153020.750000 Penalty: 987.747925
	Iteration 152Q: 3 clusters Score -4153021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -4153024.000000 Penalty: 987.747925
	Iteration 153Q: 3 clusters Score -4153024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -4153014.500000 Penalty: 987.747925
	Iteration 154Q: 3 clusters Score -4153014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -4153015.500000 Penalty: 987.747925
	Iteration 155Q: 3 clusters Score -4153016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -4153027.250000 Penalty: 987.747925
	Iteration 156Q: 3 clusters Score -4153027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -4153030.000000 Penalty: 987.747925
	Iteration 157Q: 3 clusters Score -4153030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -4153027.250000 Penalty: 987.747925
	Iteration 158Q: 3 clusters Score -4153027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -4153030.000000 Penalty: 987.747925
	Iteration 159Q: 3 clusters Score -4153030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -4153030.000000 Penalty: 987.747925
	Iteration 160F: 3 clusters Score -4153030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Entering Unmasked Estep 
Score: -42087740.000000 Penalty: 22873.583984
Splitting cluster 16 changes total score from -42068080.000000 to -42087740.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -30210.533203 Penalty: 277.869537
	Iteration 0F: 2 clusters Score -30210.53 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 216 members 
Entering Unmasked Estep 
Score: -29748.949219 Penalty: 555.739075
	Iteration 0F: 3 clusters Score -29748.95 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29869.017578 Penalty: 555.739075
	Iteration 1F: 3 clusters Score -29869.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29905.703125 Penalty: 555.739075
	Iteration 2F: 3 clusters Score -29905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29912.189453 Penalty: 555.739075
	Iteration 3Q: 3 clusters Score -29912.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29917.589844 Penalty: 555.739075
	Iteration 4Q: 3 clusters Score -29917.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29922.779297 Penalty: 555.739075
	Iteration 5Q: 3 clusters Score -29922.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29926.849609 Penalty: 555.739075
	Iteration 6Q: 3 clusters Score -29926.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29934.787109 Penalty: 555.739075
	Iteration 7Q: 3 clusters Score -29934.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29946.871094 Penalty: 555.739075
	Iteration 8Q: 3 clusters Score -29946.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29957.779297 Penalty: 555.739075
	Iteration 9Q: 3 clusters Score -29957.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -29962.800781 Penalty: 555.739075
	Iteration 10Q: 3 clusters Score -29962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29969.562500 Penalty: 555.739075
	Iteration 11Q: 3 clusters Score -29969.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29974.691406 Penalty: 555.739075
	Iteration 12Q: 3 clusters Score -29974.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29979.734375 Penalty: 555.739075
	Iteration 13Q: 3 clusters Score -29979.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29983.314453 Penalty: 555.739075
	Iteration 14Q: 3 clusters Score -29983.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29985.925781 Penalty: 555.739075
	Iteration 15Q: 3 clusters Score -29985.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29991.281250 Penalty: 555.739075
	Iteration 16Q: 3 clusters Score -29991.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29997.537109 Penalty: 555.739075
	Iteration 17Q: 3 clusters Score -29997.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30005.044922 Penalty: 555.739075
	Iteration 18Q: 3 clusters Score -30005.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30012.605469 Penalty: 555.739075
	Iteration 19Q: 3 clusters Score -30012.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30023.550781 Penalty: 555.739075
	Iteration 20F: 3 clusters Score -30023.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30035.912109 Penalty: 555.739075
	Iteration 21Q: 3 clusters Score -30035.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30055.291016 Penalty: 555.739075
	Iteration 22Q: 3 clusters Score -30055.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30078.339844 Penalty: 555.739075
	Iteration 23Q: 3 clusters Score -30078.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30083.859375 Penalty: 555.739075
	Iteration 24Q: 3 clusters Score -30083.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30088.632812 Penalty: 555.739075
	Iteration 25Q: 3 clusters Score -30088.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30093.488281 Penalty: 555.739075
	Iteration 26Q: 3 clusters Score -30093.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30098.861328 Penalty: 555.739075
	Iteration 27Q: 3 clusters Score -30098.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30102.808594 Penalty: 555.739075
	Iteration 28Q: 3 clusters Score -30102.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30103.351562 Penalty: 555.739075
	Iteration 29Q: 3 clusters Score -30103.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30104.480469 Penalty: 555.739075
	Iteration 30Q: 3 clusters Score -30104.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30105.181641 Penalty: 555.739075
	Iteration 31Q: 3 clusters Score -30105.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30105.181641 Penalty: 555.739075
	Iteration 32F: 3 clusters Score -30105.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -196039.968750 Penalty: 362.825592
	Iteration 0F: 2 clusters Score -196040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -194084.984375 Penalty: 725.651184
	Iteration 0F: 3 clusters Score -194085 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -195045.453125 Penalty: 725.651184
	Iteration 1F: 3 clusters Score -195045.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -195540.750000 Penalty: 725.651184
	Iteration 2F: 3 clusters Score -195540.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -196099.500000 Penalty: 725.651184
	Iteration 3F: 3 clusters Score -196099.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -196533.546875 Penalty: 725.651184
	Iteration 4F: 3 clusters Score -196533.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -196902.312500 Penalty: 725.651184
	Iteration 5F: 3 clusters Score -196902.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -197140.281250 Penalty: 725.651184
	Iteration 6F: 3 clusters Score -197140.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -197226.156250 Penalty: 725.651184
	Iteration 7Q: 3 clusters Score -197226.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -197284.906250 Penalty: 725.651184
	Iteration 8Q: 3 clusters Score -197284.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -197327.640625 Penalty: 725.651184
	Iteration 9Q: 3 clusters Score -197327.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -197357.625000 Penalty: 725.651184
	Iteration 10Q: 3 clusters Score -197357.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -197379.562500 Penalty: 725.651184
	Iteration 11Q: 3 clusters Score -197379.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -197406.718750 Penalty: 725.651184
	Iteration 12Q: 3 clusters Score -197406.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -197430.593750 Penalty: 725.651184
	Iteration 13Q: 3 clusters Score -197430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -197448.734375 Penalty: 725.651184
	Iteration 14Q: 3 clusters Score -197448.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -197467.312500 Penalty: 725.651184
	Iteration 15Q: 3 clusters Score -197467.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197496.421875 Penalty: 725.651184
	Iteration 16Q: 3 clusters Score -197496.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -197517.484375 Penalty: 725.651184
	Iteration 17Q: 3 clusters Score -197517.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197536.312500 Penalty: 725.651184
	Iteration 18Q: 3 clusters Score -197536.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197552.515625 Penalty: 725.651184
	Iteration 19Q: 3 clusters Score -197552.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -197575.406250 Penalty: 725.651184
	Iteration 20F: 3 clusters Score -197575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197606.171875 Penalty: 725.651184
	Iteration 21Q: 3 clusters Score -197606.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -197626.625000 Penalty: 725.651184
	Iteration 22Q: 3 clusters Score -197626.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197631.453125 Penalty: 725.651184
	Iteration 23Q: 3 clusters Score -197631.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -197635.796875 Penalty: 725.651184
	Iteration 24Q: 3 clusters Score -197635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197641.281250 Penalty: 725.651184
	Iteration 25Q: 3 clusters Score -197641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -197642.937500 Penalty: 725.651184
	Iteration 26Q: 3 clusters Score -197642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -197644.031250 Penalty: 725.651184
	Iteration 27Q: 3 clusters Score -197644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197644.468750 Penalty: 725.651184
	Iteration 28Q: 3 clusters Score -197644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197644.468750 Penalty: 725.651184
	Iteration 29F: 3 clusters Score -197644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 720 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Entering Unmasked Estep 
Score: -42089140.000000 Penalty: 23475.521484
Splitting cluster 18 changes total score from -42068080.000000 to -42089140.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (28177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Entering Unmasked Estep 
Score: -2101275.750000 Penalty: 466.204895
	Iteration 0F: 2 clusters Score -2101276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2082452.500000 Penalty: 932.409790
	Iteration 0F: 3 clusters Score -2082452 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2090649.250000 Penalty: 932.409790
	Iteration 1F: 3 clusters Score -2090649 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2091579.500000 Penalty: 932.409790
	Iteration 2F: 3 clusters Score -2091580 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2092826.125000 Penalty: 932.409790
	Iteration 3F: 3 clusters Score -2092826 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2094393.750000 Penalty: 932.409790
	Iteration 4F: 3 clusters Score -2094394 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2096141.000000 Penalty: 932.409790
	Iteration 5F: 3 clusters Score -2096141 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2097722.250000 Penalty: 932.409790
	Iteration 6F: 3 clusters Score -2097722 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2098978.250000 Penalty: 932.409790
	Iteration 7F: 3 clusters Score -2098978 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2099780.250000 Penalty: 932.409790
	Iteration 8Q: 3 clusters Score -2099780 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2100278.750000 Penalty: 932.409790
	Iteration 9Q: 3 clusters Score -2100279 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2100674.250000 Penalty: 932.409790
	Iteration 10Q: 3 clusters Score -2100674 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2100923.500000 Penalty: 932.409790
	Iteration 11Q: 3 clusters Score -2100924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2101066.000000 Penalty: 932.409790
	Iteration 12Q: 3 clusters Score -2101066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2101138.250000 Penalty: 932.409790
	Iteration 13Q: 3 clusters Score -2101138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2101176.500000 Penalty: 932.409790
	Iteration 14Q: 3 clusters Score -2101176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2101205.750000 Penalty: 932.409790
	Iteration 15Q: 3 clusters Score -2101206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2101231.000000 Penalty: 932.409790
	Iteration 16Q: 3 clusters Score -2101231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2101236.750000 Penalty: 932.409790
	Iteration 17Q: 3 clusters Score -2101237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2101237.250000 Penalty: 932.409790
	Iteration 18Q: 3 clusters Score -2101237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2101242.250000 Penalty: 932.409790
	Iteration 19Q: 3 clusters Score -2101242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2101249.500000 Penalty: 932.409790
	Iteration 20F: 3 clusters Score -2101250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2101255.250000 Penalty: 932.409790
	Iteration 21Q: 3 clusters Score -2101255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2101255.500000 Penalty: 932.409790
	Iteration 22Q: 3 clusters Score -2101256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2101256.000000 Penalty: 932.409790
	Iteration 23Q: 3 clusters Score -2101256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2101258.250000 Penalty: 932.409790
	Iteration 24Q: 3 clusters Score -2101258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2101257.250000 Penalty: 932.409790
	Iteration 25Q: 3 clusters Score -2101257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2101254.750000 Penalty: 932.409790
	Iteration 26Q: 3 clusters Score -2101255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2101254.000000 Penalty: 932.409790
	Iteration 27Q: 3 clusters Score -2101254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2101254.500000 Penalty: 932.409790
	Iteration 28Q: 3 clusters Score -2101254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2101254.500000 Penalty: 932.409790
	Iteration 29F: 3 clusters Score -2101254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Entering Unmasked Estep 
Score: -1496178.250000 Penalty: 447.979309
	Iteration 0F: 2 clusters Score -1496178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1483667.375000 Penalty: 895.958618
	Iteration 0F: 3 clusters Score -1483667 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1488741.750000 Penalty: 895.958618
	Iteration 1F: 3 clusters Score -1488742 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1489065.125000 Penalty: 895.958618
	Iteration 2Q: 3 clusters Score -1489065 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1489520.750000 Penalty: 895.958618
	Iteration 3Q: 3 clusters Score -1489521 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1490241.875000 Penalty: 895.958618
	Iteration 4F: 3 clusters Score -1490242 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1491306.250000 Penalty: 895.958618
	Iteration 5F: 3 clusters Score -1491306 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1492219.625000 Penalty: 895.958618
	Iteration 6F: 3 clusters Score -1492220 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1492694.875000 Penalty: 895.958618
	Iteration 7Q: 3 clusters Score -1492695 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1492911.375000 Penalty: 895.958618
	Iteration 8Q: 3 clusters Score -1492911 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1493080.500000 Penalty: 895.958618
	Iteration 9Q: 3 clusters Score -1493080 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1493251.250000 Penalty: 895.958618
	Iteration 10Q: 3 clusters Score -1493251 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1493433.000000 Penalty: 895.958618
	Iteration 11Q: 3 clusters Score -1493433 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1493615.375000 Penalty: 895.958618
	Iteration 12Q: 3 clusters Score -1493615 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1493804.500000 Penalty: 895.958618
	Iteration 13Q: 3 clusters Score -1493804 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1494015.375000 Penalty: 895.958618
	Iteration 14Q: 3 clusters Score -1494015 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1494244.375000 Penalty: 895.958618
	Iteration 15Q: 3 clusters Score -1494244 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1494485.375000 Penalty: 895.958618
	Iteration 16Q: 3 clusters Score -1494485 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1494676.250000 Penalty: 895.958618
	Iteration 17Q: 3 clusters Score -1494676 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1494853.125000 Penalty: 895.958618
	Iteration 18Q: 3 clusters Score -1494853 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1495012.500000 Penalty: 895.958618
	Iteration 19Q: 3 clusters Score -1495012 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1495198.250000 Penalty: 895.958618
	Iteration 20F: 3 clusters Score -1495198 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1495358.000000 Penalty: 895.958618
	Iteration 21Q: 3 clusters Score -1495358 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1495442.875000 Penalty: 895.958618
	Iteration 22Q: 3 clusters Score -1495443 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1495505.250000 Penalty: 895.958618
	Iteration 23Q: 3 clusters Score -1495505 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1495544.875000 Penalty: 895.958618
	Iteration 24Q: 3 clusters Score -1495545 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1495574.375000 Penalty: 895.958618
	Iteration 25Q: 3 clusters Score -1495574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1495603.375000 Penalty: 895.958618
	Iteration 26Q: 3 clusters Score -1495603 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1495621.000000 Penalty: 895.958618
	Iteration 27Q: 3 clusters Score -1495621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1495629.375000 Penalty: 895.958618
	Iteration 28Q: 3 clusters Score -1495629 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1495652.250000 Penalty: 895.958618
	Iteration 29Q: 3 clusters Score -1495652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1495658.750000 Penalty: 895.958618
	Iteration 30Q: 3 clusters Score -1495659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1495678.625000 Penalty: 895.958618
	Iteration 31Q: 3 clusters Score -1495679 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1495689.750000 Penalty: 895.958618
	Iteration 32Q: 3 clusters Score -1495690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1495713.625000 Penalty: 895.958618
	Iteration 33Q: 3 clusters Score -1495714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1495728.125000 Penalty: 895.958618
	Iteration 34Q: 3 clusters Score -1495728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1495731.625000 Penalty: 895.958618
	Iteration 35Q: 3 clusters Score -1495732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1495751.375000 Penalty: 895.958618
	Iteration 36Q: 3 clusters Score -1495751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1495757.750000 Penalty: 895.958618
	Iteration 37Q: 3 clusters Score -1495758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1495768.375000 Penalty: 895.958618
	Iteration 38Q: 3 clusters Score -1495768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1495776.250000 Penalty: 895.958618
	Iteration 39Q: 3 clusters Score -1495776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1495783.000000 Penalty: 895.958618
	Iteration 40F: 3 clusters Score -1495783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1495779.500000 Penalty: 895.958618
	Iteration 41Q: 3 clusters Score -1495780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1495791.375000 Penalty: 895.958618
	Iteration 42Q: 3 clusters Score -1495791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1495796.625000 Penalty: 895.958618
	Iteration 43Q: 3 clusters Score -1495797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1495800.250000 Penalty: 895.958618
	Iteration 44Q: 3 clusters Score -1495800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1495804.125000 Penalty: 895.958618
	Iteration 45Q: 3 clusters Score -1495804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1495807.000000 Penalty: 895.958618
	Iteration 46Q: 3 clusters Score -1495807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1495809.125000 Penalty: 895.958618
	Iteration 47Q: 3 clusters Score -1495809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1495812.875000 Penalty: 895.958618
	Iteration 48Q: 3 clusters Score -1495813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1495816.375000 Penalty: 895.958618
	Iteration 49Q: 3 clusters Score -1495816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1495818.125000 Penalty: 895.958618
	Iteration 50Q: 3 clusters Score -1495818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1495817.500000 Penalty: 895.958618
	Iteration 51Q: 3 clusters Score -1495818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1495816.500000 Penalty: 895.958618
	Iteration 52Q: 3 clusters Score -1495816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1495825.000000 Penalty: 895.958618
	Iteration 53Q: 3 clusters Score -1495825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1495824.875000 Penalty: 895.958618
	Iteration 54Q: 3 clusters Score -1495825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1495822.000000 Penalty: 895.958618
	Iteration 55Q: 3 clusters Score -1495822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1495832.500000 Penalty: 895.958618
	Iteration 56Q: 3 clusters Score -1495832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1495831.500000 Penalty: 895.958618
	Iteration 57Q: 3 clusters Score -1495832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1495830.875000 Penalty: 895.958618
	Iteration 58Q: 3 clusters Score -1495831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1495835.000000 Penalty: 895.958618
	Iteration 59Q: 3 clusters Score -1495835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1495837.250000 Penalty: 895.958618
	Iteration 60F: 3 clusters Score -1495837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1495835.875000 Penalty: 895.958618
	Iteration 61Q: 3 clusters Score -1495836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1495836.500000 Penalty: 895.958618
	Iteration 62Q: 3 clusters Score -1495836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1495835.250000 Penalty: 895.958618
	Iteration 63Q: 3 clusters Score -1495835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1495838.875000 Penalty: 895.958618
	Iteration 64Q: 3 clusters Score -1495839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1495837.250000 Penalty: 895.958618
	Iteration 65Q: 3 clusters Score -1495837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1495834.000000 Penalty: 895.958618
	Iteration 66Q: 3 clusters Score -1495834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1495834.625000 Penalty: 895.958618
	Iteration 67Q: 3 clusters Score -1495835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1495838.250000 Penalty: 895.958618
	Iteration 68Q: 3 clusters Score -1495838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1495836.000000 Penalty: 895.958618
	Iteration 69Q: 3 clusters Score -1495836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1495835.375000 Penalty: 895.958618
	Iteration 70Q: 3 clusters Score -1495835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1495834.250000 Penalty: 895.958618
	Iteration 71Q: 3 clusters Score -1495834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1495832.500000 Penalty: 895.958618
	Iteration 72Q: 3 clusters Score -1495832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1495834.500000 Penalty: 895.958618
	Iteration 73Q: 3 clusters Score -1495834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1495836.375000 Penalty: 895.958618
	Iteration 74Q: 3 clusters Score -1495836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1495836.000000 Penalty: 895.958618
	Iteration 75Q: 3 clusters Score -1495836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1495833.000000 Penalty: 895.958618
	Iteration 76Q: 3 clusters Score -1495833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1495833.375000 Penalty: 895.958618
	Iteration 77Q: 3 clusters Score -1495833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1495834.125000 Penalty: 895.958618
	Iteration 78Q: 3 clusters Score -1495834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1495835.250000 Penalty: 895.958618
	Iteration 79Q: 3 clusters Score -1495835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1495838.125000 Penalty: 895.958618
	Iteration 80F: 3 clusters Score -1495838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1495837.000000 Penalty: 895.958618
	Iteration 81Q: 3 clusters Score -1495837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1495835.500000 Penalty: 895.958618
	Iteration 82Q: 3 clusters Score -1495836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1495837.625000 Penalty: 895.958618
	Iteration 83Q: 3 clusters Score -1495838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1495836.000000 Penalty: 895.958618
	Iteration 84Q: 3 clusters Score -1495836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1495838.875000 Penalty: 895.958618
	Iteration 85Q: 3 clusters Score -1495839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1495836.125000 Penalty: 895.958618
	Iteration 86Q: 3 clusters Score -1495836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1495837.500000 Penalty: 895.958618
	Iteration 87Q: 3 clusters Score -1495838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1495839.000000 Penalty: 895.958618
	Iteration 88Q: 3 clusters Score -1495839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1495842.375000 Penalty: 895.958618
	Iteration 89Q: 3 clusters Score -1495842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1495841.750000 Penalty: 895.958618
	Iteration 90Q: 3 clusters Score -1495842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1495837.500000 Penalty: 895.958618
	Iteration 91Q: 3 clusters Score -1495838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1495834.125000 Penalty: 895.958618
	Iteration 92Q: 3 clusters Score -1495834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1495833.625000 Penalty: 895.958618
	Iteration 93Q: 3 clusters Score -1495834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1495832.125000 Penalty: 895.958618
	Iteration 94Q: 3 clusters Score -1495832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1495831.500000 Penalty: 895.958618
	Iteration 95Q: 3 clusters Score -1495832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1495831.375000 Penalty: 895.958618
	Iteration 96Q: 3 clusters Score -1495831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1495833.625000 Penalty: 895.958618
	Iteration 97Q: 3 clusters Score -1495834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1495831.250000 Penalty: 895.958618
	Iteration 98Q: 3 clusters Score -1495831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1495833.875000 Penalty: 895.958618
	Iteration 99Q: 3 clusters Score -1495834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1495840.125000 Penalty: 895.958618
	Iteration 100F: 3 clusters Score -1495840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1495837.875000 Penalty: 895.958618
	Iteration 101Q: 3 clusters Score -1495838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1495838.875000 Penalty: 895.958618
	Iteration 102Q: 3 clusters Score -1495839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1495837.375000 Penalty: 895.958618
	Iteration 103Q: 3 clusters Score -1495837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1495837.375000 Penalty: 895.958618
	Iteration 104Q: 3 clusters Score -1495837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1495841.875000 Penalty: 895.958618
	Iteration 105Q: 3 clusters Score -1495842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1495838.375000 Penalty: 895.958618
	Iteration 106Q: 3 clusters Score -1495838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1495836.875000 Penalty: 895.958618
	Iteration 107Q: 3 clusters Score -1495837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1495838.875000 Penalty: 895.958618
	Iteration 108Q: 3 clusters Score -1495839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1495839.500000 Penalty: 895.958618
	Iteration 109Q: 3 clusters Score -1495840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1495840.875000 Penalty: 895.958618
	Iteration 110Q: 3 clusters Score -1495841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1495840.500000 Penalty: 895.958618
	Iteration 111Q: 3 clusters Score -1495840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1495839.500000 Penalty: 895.958618
	Iteration 112Q: 3 clusters Score -1495840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1495838.250000 Penalty: 895.958618
	Iteration 113Q: 3 clusters Score -1495838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1495838.375000 Penalty: 895.958618
	Iteration 114Q: 3 clusters Score -1495838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1495838.875000 Penalty: 895.958618
	Iteration 115Q: 3 clusters Score -1495839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1495839.875000 Penalty: 895.958618
	Iteration 116Q: 3 clusters Score -1495840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1495839.000000 Penalty: 895.958618
	Iteration 117Q: 3 clusters Score -1495839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1495841.125000 Penalty: 895.958618
	Iteration 118Q: 3 clusters Score -1495841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1495838.125000 Penalty: 895.958618
	Iteration 119Q: 3 clusters Score -1495838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1495840.000000 Penalty: 895.958618
	Iteration 120F: 3 clusters Score -1495840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1495839.750000 Penalty: 895.958618
	Iteration 121Q: 3 clusters Score -1495840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1495839.750000 Penalty: 895.958618
	Iteration 122F: 3 clusters Score -1495840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -35346.410156 Penalty: 299.355927
	Iteration 0F: 2 clusters Score -35346.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34745.101562 Penalty: 598.711853
	Iteration 0F: 3 clusters Score -34745.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35199.542969 Penalty: 598.711853
	Iteration 1F: 3 clusters Score -35199.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35606.179688 Penalty: 598.711853
	Iteration 2F: 3 clusters Score -35606.18 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35874.941406 Penalty: 598.711853
	Iteration 3F: 3 clusters Score -35874.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -35943.460938 Penalty: 598.711853
	Iteration 4Q: 3 clusters Score -35943.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35983.628906 Penalty: 598.711853
	Iteration 5Q: 3 clusters Score -35983.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35991.074219 Penalty: 598.711853
	Iteration 6Q: 3 clusters Score -35991.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35992.699219 Penalty: 598.711853
	Iteration 7Q: 3 clusters Score -35992.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -35993.015625 Penalty: 598.711853
	Iteration 8Q: 3 clusters Score -35993.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35993.132812 Penalty: 598.711853
	Iteration 9Q: 3 clusters Score -35993.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35993.132812 Penalty: 598.711853
	Iteration 10F: 3 clusters Score -35993.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 1537 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Entering Unmasked Estep 
Score: -42089480.000000 Penalty: 24077.457031
Splitting cluster 21 changes total score from -42068080.000000 to -42089480.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -581753.125000 Penalty: 405.499146
	Iteration 0F: 2 clusters Score -581753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -576778.062500 Penalty: 810.998291
	Iteration 0F: 3 clusters Score -576778.1 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -578660.375000 Penalty: 810.998291
	Iteration 1F: 3 clusters Score -578660.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -578822.500000 Penalty: 810.998291
	Iteration 2F: 3 clusters Score -578822.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -579025.562500 Penalty: 810.998291
	Iteration 3F: 3 clusters Score -579025.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -579291.625000 Penalty: 810.998291
	Iteration 4F: 3 clusters Score -579291.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -579647.500000 Penalty: 810.998291
	Iteration 5F: 3 clusters Score -579647.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -580051.500000 Penalty: 810.998291
	Iteration 6F: 3 clusters Score -580051.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -580459.937500 Penalty: 810.998291
	Iteration 7F: 3 clusters Score -580459.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -580755.562500 Penalty: 810.998291
	Iteration 8Q: 3 clusters Score -580755.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -580976.312500 Penalty: 810.998291
	Iteration 9Q: 3 clusters Score -580976.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -581114.937500 Penalty: 810.998291
	Iteration 10Q: 3 clusters Score -581114.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -581229.375000 Penalty: 810.998291
	Iteration 11Q: 3 clusters Score -581229.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -581297.000000 Penalty: 810.998291
	Iteration 12Q: 3 clusters Score -581297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -581334.437500 Penalty: 810.998291
	Iteration 13Q: 3 clusters Score -581334.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -581360.250000 Penalty: 810.998291
	Iteration 14Q: 3 clusters Score -581360.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -581377.250000 Penalty: 810.998291
	Iteration 15Q: 3 clusters Score -581377.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -581387.000000 Penalty: 810.998291
	Iteration 16Q: 3 clusters Score -581387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -581395.562500 Penalty: 810.998291
	Iteration 17Q: 3 clusters Score -581395.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -581402.500000 Penalty: 810.998291
	Iteration 18Q: 3 clusters Score -581402.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -581409.437500 Penalty: 810.998291
	Iteration 19Q: 3 clusters Score -581409.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -581415.625000 Penalty: 810.998291
	Iteration 20F: 3 clusters Score -581415.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -581416.687500 Penalty: 810.998291
	Iteration 21Q: 3 clusters Score -581416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -581418.750000 Penalty: 810.998291
	Iteration 22Q: 3 clusters Score -581418.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -581422.250000 Penalty: 810.998291
	Iteration 23Q: 3 clusters Score -581422.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -581424.750000 Penalty: 810.998291
	Iteration 24Q: 3 clusters Score -581424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -581425.437500 Penalty: 810.998291
	Iteration 25Q: 3 clusters Score -581425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -581425.875000 Penalty: 810.998291
	Iteration 26Q: 3 clusters Score -581425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -581425.875000 Penalty: 810.998291
	Iteration 27F: 3 clusters Score -581425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -634511.687500 Penalty: 410.218170
	Iteration 0F: 2 clusters Score -634511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -629031.062500 Penalty: 820.436340
	Iteration 0F: 3 clusters Score -629031.1 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -631182.562500 Penalty: 820.436340
	Iteration 1F: 3 clusters Score -631182.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -631359.437500 Penalty: 820.436340
	Iteration 2Q: 3 clusters Score -631359.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -631573.687500 Penalty: 820.436340
	Iteration 3Q: 3 clusters Score -631573.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -631834.125000 Penalty: 820.436340
	Iteration 4F: 3 clusters Score -631834.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -632103.437500 Penalty: 820.436340
	Iteration 5F: 3 clusters Score -632103.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -632347.000000 Penalty: 820.436340
	Iteration 6F: 3 clusters Score -632347 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -632540.375000 Penalty: 820.436340
	Iteration 7Q: 3 clusters Score -632540.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -632704.125000 Penalty: 820.436340
	Iteration 8Q: 3 clusters Score -632704.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -632879.250000 Penalty: 820.436340
	Iteration 9Q: 3 clusters Score -632879.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -632995.812500 Penalty: 820.436340
	Iteration 10Q: 3 clusters Score -632995.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -633084.687500 Penalty: 820.436340
	Iteration 11Q: 3 clusters Score -633084.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -633157.062500 Penalty: 820.436340
	Iteration 12Q: 3 clusters Score -633157.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -633221.625000 Penalty: 820.436340
	Iteration 13Q: 3 clusters Score -633221.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -633294.625000 Penalty: 820.436340
	Iteration 14Q: 3 clusters Score -633294.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -633364.187500 Penalty: 820.436340
	Iteration 15Q: 3 clusters Score -633364.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -633422.625000 Penalty: 820.436340
	Iteration 16Q: 3 clusters Score -633422.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -633476.937500 Penalty: 820.436340
	Iteration 17Q: 3 clusters Score -633476.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -633527.000000 Penalty: 820.436340
	Iteration 18Q: 3 clusters Score -633527 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -633583.187500 Penalty: 820.436340
	Iteration 19Q: 3 clusters Score -633583.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -633634.562500 Penalty: 820.436340
	Iteration 20F: 3 clusters Score -633634.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -633681.687500 Penalty: 820.436340
	Iteration 21Q: 3 clusters Score -633681.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -633718.812500 Penalty: 820.436340
	Iteration 22Q: 3 clusters Score -633718.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -633753.187500 Penalty: 820.436340
	Iteration 23Q: 3 clusters Score -633753.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -633796.812500 Penalty: 820.436340
	Iteration 24Q: 3 clusters Score -633796.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -633839.875000 Penalty: 820.436340
	Iteration 25Q: 3 clusters Score -633839.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -633878.937500 Penalty: 820.436340
	Iteration 26Q: 3 clusters Score -633878.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -633906.062500 Penalty: 820.436340
	Iteration 27Q: 3 clusters Score -633906.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -633929.687500 Penalty: 820.436340
	Iteration 28Q: 3 clusters Score -633929.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -633953.062500 Penalty: 820.436340
	Iteration 29Q: 3 clusters Score -633953.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -633976.187500 Penalty: 820.436340
	Iteration 30Q: 3 clusters Score -633976.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -633994.562500 Penalty: 820.436340
	Iteration 31Q: 3 clusters Score -633994.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -634013.937500 Penalty: 820.436340
	Iteration 32Q: 3 clusters Score -634013.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -634027.812500 Penalty: 820.436340
	Iteration 33Q: 3 clusters Score -634027.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -634038.250000 Penalty: 820.436340
	Iteration 34Q: 3 clusters Score -634038.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -634050.062500 Penalty: 820.436340
	Iteration 35Q: 3 clusters Score -634050.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -634062.750000 Penalty: 820.436340
	Iteration 36Q: 3 clusters Score -634062.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -634072.375000 Penalty: 820.436340
	Iteration 37Q: 3 clusters Score -634072.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -634077.062500 Penalty: 820.436340
	Iteration 38Q: 3 clusters Score -634077.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -634081.000000 Penalty: 820.436340
	Iteration 39Q: 3 clusters Score -634081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -634087.375000 Penalty: 820.436340
	Iteration 40F: 3 clusters Score -634087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -634094.062500 Penalty: 820.436340
	Iteration 41Q: 3 clusters Score -634094.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -634102.000000 Penalty: 820.436340
	Iteration 42Q: 3 clusters Score -634102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -634112.125000 Penalty: 820.436340
	Iteration 43Q: 3 clusters Score -634112.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -634117.812500 Penalty: 820.436340
	Iteration 44Q: 3 clusters Score -634117.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -634124.312500 Penalty: 820.436340
	Iteration 45Q: 3 clusters Score -634124.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -634130.125000 Penalty: 820.436340
	Iteration 46Q: 3 clusters Score -634130.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -634135.000000 Penalty: 820.436340
	Iteration 47Q: 3 clusters Score -634135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -634136.875000 Penalty: 820.436340
	Iteration 48Q: 3 clusters Score -634136.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -634140.500000 Penalty: 820.436340
	Iteration 49Q: 3 clusters Score -634140.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -634147.062500 Penalty: 820.436340
	Iteration 50Q: 3 clusters Score -634147.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -634153.187500 Penalty: 820.436340
	Iteration 51Q: 3 clusters Score -634153.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -634158.250000 Penalty: 820.436340
	Iteration 52Q: 3 clusters Score -634158.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -634162.875000 Penalty: 820.436340
	Iteration 53Q: 3 clusters Score -634162.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -634165.750000 Penalty: 820.436340
	Iteration 54Q: 3 clusters Score -634165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -634168.125000 Penalty: 820.436340
	Iteration 55Q: 3 clusters Score -634168.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -634169.062500 Penalty: 820.436340
	Iteration 56Q: 3 clusters Score -634169.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -634170.750000 Penalty: 820.436340
	Iteration 57Q: 3 clusters Score -634170.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -634170.875000 Penalty: 820.436340
	Iteration 58Q: 3 clusters Score -634170.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -634171.250000 Penalty: 820.436340
	Iteration 59Q: 3 clusters Score -634171.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -634171.437500 Penalty: 820.436340
	Iteration 60F: 3 clusters Score -634171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -634173.312500 Penalty: 820.436340
	Iteration 61Q: 3 clusters Score -634173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -634173.750000 Penalty: 820.436340
	Iteration 62Q: 3 clusters Score -634173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -634175.375000 Penalty: 820.436340
	Iteration 63Q: 3 clusters Score -634175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -634175.875000 Penalty: 820.436340
	Iteration 64Q: 3 clusters Score -634175.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -634177.312500 Penalty: 820.436340
	Iteration 65Q: 3 clusters Score -634177.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -634182.000000 Penalty: 820.436340
	Iteration 66Q: 3 clusters Score -634182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -634185.062500 Penalty: 820.436340
	Iteration 67Q: 3 clusters Score -634185.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -634187.312500 Penalty: 820.436340
	Iteration 68Q: 3 clusters Score -634187.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -634192.562500 Penalty: 820.436340
	Iteration 69Q: 3 clusters Score -634192.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -634194.187500 Penalty: 820.436340
	Iteration 70Q: 3 clusters Score -634194.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -634196.625000 Penalty: 820.436340
	Iteration 71Q: 3 clusters Score -634196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -634196.125000 Penalty: 820.436340
	Iteration 72Q: 3 clusters Score -634196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -634199.500000 Penalty: 820.436340
	Iteration 73Q: 3 clusters Score -634199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -634202.687500 Penalty: 820.436340
	Iteration 74Q: 3 clusters Score -634202.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -634201.750000 Penalty: 820.436340
	Iteration 75Q: 3 clusters Score -634201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -634202.125000 Penalty: 820.436340
	Iteration 76Q: 3 clusters Score -634202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -634204.875000 Penalty: 820.436340
	Iteration 77Q: 3 clusters Score -634204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -634205.437500 Penalty: 820.436340
	Iteration 78Q: 3 clusters Score -634205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -634209.437500 Penalty: 820.436340
	Iteration 79Q: 3 clusters Score -634209.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -634211.312500 Penalty: 820.436340
	Iteration 80F: 3 clusters Score -634211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -634213.187500 Penalty: 820.436340
	Iteration 81Q: 3 clusters Score -634213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -634214.250000 Penalty: 820.436340
	Iteration 82Q: 3 clusters Score -634214.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -634218.125000 Penalty: 820.436340
	Iteration 83Q: 3 clusters Score -634218.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -634219.125000 Penalty: 820.436340
	Iteration 84Q: 3 clusters Score -634219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -634221.125000 Penalty: 820.436340
	Iteration 85Q: 3 clusters Score -634221.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -634220.437500 Penalty: 820.436340
	Iteration 86Q: 3 clusters Score -634220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -634220.562500 Penalty: 820.436340
	Iteration 87Q: 3 clusters Score -634220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -634220.937500 Penalty: 820.436340
	Iteration 88Q: 3 clusters Score -634220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -634222.875000 Penalty: 820.436340
	Iteration 89Q: 3 clusters Score -634222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -634223.750000 Penalty: 820.436340
	Iteration 90Q: 3 clusters Score -634223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -634225.437500 Penalty: 820.436340
	Iteration 91Q: 3 clusters Score -634225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -634226.875000 Penalty: 820.436340
	Iteration 92Q: 3 clusters Score -634226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -634227.375000 Penalty: 820.436340
	Iteration 93Q: 3 clusters Score -634227.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -634228.125000 Penalty: 820.436340
	Iteration 94Q: 3 clusters Score -634228.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -634228.812500 Penalty: 820.436340
	Iteration 95Q: 3 clusters Score -634228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -634230.437500 Penalty: 820.436340
	Iteration 96Q: 3 clusters Score -634230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -634231.812500 Penalty: 820.436340
	Iteration 97Q: 3 clusters Score -634231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -634233.625000 Penalty: 820.436340
	Iteration 98Q: 3 clusters Score -634233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -634233.812500 Penalty: 820.436340
	Iteration 99Q: 3 clusters Score -634233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -634234.375000 Penalty: 820.436340
	Iteration 100F: 3 clusters Score -634234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -634235.187500 Penalty: 820.436340
	Iteration 101Q: 3 clusters Score -634235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -634237.500000 Penalty: 820.436340
	Iteration 102Q: 3 clusters Score -634237.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -634238.562500 Penalty: 820.436340
	Iteration 103Q: 3 clusters Score -634238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -634240.437500 Penalty: 820.436340
	Iteration 104Q: 3 clusters Score -634240.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -634242.062500 Penalty: 820.436340
	Iteration 105Q: 3 clusters Score -634242.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -634244.000000 Penalty: 820.436340
	Iteration 106Q: 3 clusters Score -634244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -634246.875000 Penalty: 820.436340
	Iteration 107Q: 3 clusters Score -634246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -634249.312500 Penalty: 820.436340
	Iteration 108Q: 3 clusters Score -634249.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -634249.875000 Penalty: 820.436340
	Iteration 109Q: 3 clusters Score -634249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -634250.562500 Penalty: 820.436340
	Iteration 110Q: 3 clusters Score -634250.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -634252.687500 Penalty: 820.436340
	Iteration 111Q: 3 clusters Score -634252.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -634253.187500 Penalty: 820.436340
	Iteration 112Q: 3 clusters Score -634253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -634253.312500 Penalty: 820.436340
	Iteration 113Q: 3 clusters Score -634253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -634254.375000 Penalty: 820.436340
	Iteration 114Q: 3 clusters Score -634254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -634255.562500 Penalty: 820.436340
	Iteration 115Q: 3 clusters Score -634255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -634257.250000 Penalty: 820.436340
	Iteration 116Q: 3 clusters Score -634257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -634258.437500 Penalty: 820.436340
	Iteration 117Q: 3 clusters Score -634258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -634259.687500 Penalty: 820.436340
	Iteration 118Q: 3 clusters Score -634259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -634261.000000 Penalty: 820.436340
	Iteration 119Q: 3 clusters Score -634261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -634262.062500 Penalty: 820.436340
	Iteration 120F: 3 clusters Score -634262.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -634263.187500 Penalty: 820.436340
	Iteration 121Q: 3 clusters Score -634263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -634262.562500 Penalty: 820.436340
	Iteration 122Q: 3 clusters Score -634262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -634263.062500 Penalty: 820.436340
	Iteration 123Q: 3 clusters Score -634263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -634263.000000 Penalty: 820.436340
	Iteration 124Q: 3 clusters Score -634263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -634263.000000 Penalty: 820.436340
	Iteration 125Q: 3 clusters Score -634263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -634263.437500 Penalty: 820.436340
	Iteration 126Q: 3 clusters Score -634263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -634263.312500 Penalty: 820.436340
	Iteration 127Q: 3 clusters Score -634263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -634264.000000 Penalty: 820.436340
	Iteration 128Q: 3 clusters Score -634264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -634262.937500 Penalty: 820.436340
	Iteration 129Q: 3 clusters Score -634262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -634263.937500 Penalty: 820.436340
	Iteration 130Q: 3 clusters Score -634263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -634263.562500 Penalty: 820.436340
	Iteration 131Q: 3 clusters Score -634263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -634264.875000 Penalty: 820.436340
	Iteration 132Q: 3 clusters Score -634264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -634264.875000 Penalty: 820.436340
	Iteration 133Q: 3 clusters Score -634264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -634264.687500 Penalty: 820.436340
	Iteration 134Q: 3 clusters Score -634264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -634264.812500 Penalty: 820.436340
	Iteration 135Q: 3 clusters Score -634264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -634264.875000 Penalty: 820.436340
	Iteration 136Q: 3 clusters Score -634264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -634264.625000 Penalty: 820.436340
	Iteration 137Q: 3 clusters Score -634264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -634264.625000 Penalty: 820.436340
	Iteration 138F: 3 clusters Score -634264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -103135.062500 Penalty: 333.860260
	Iteration 0F: 2 clusters Score -103135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -101990.242188 Penalty: 667.720520
	Iteration 0F: 3 clusters Score -101990.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102477.882812 Penalty: 667.720520
	Iteration 1F: 3 clusters Score -102477.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102740.742188 Penalty: 667.720520
	Iteration 2F: 3 clusters Score -102740.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -102970.929688 Penalty: 667.720520
	Iteration 3F: 3 clusters Score -102970.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -103121.296875 Penalty: 667.720520
	Iteration 4F: 3 clusters Score -103121.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -103186.132812 Penalty: 667.720520
	Iteration 5F: 3 clusters Score -103186.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -103220.234375 Penalty: 667.720520
	Iteration 6Q: 3 clusters Score -103220.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -103237.078125 Penalty: 667.720520
	Iteration 7Q: 3 clusters Score -103237.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -103240.898438 Penalty: 667.720520
	Iteration 8Q: 3 clusters Score -103240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -103242.445312 Penalty: 667.720520
	Iteration 9Q: 3 clusters Score -103242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -103243.460938 Penalty: 667.720520
	Iteration 10Q: 3 clusters Score -103243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -103245.203125 Penalty: 667.720520
	Iteration 11Q: 3 clusters Score -103245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -103245.742188 Penalty: 667.720520
	Iteration 12Q: 3 clusters Score -103245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -103246.671875 Penalty: 667.720520
	Iteration 13Q: 3 clusters Score -103246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -103247.546875 Penalty: 667.720520
	Iteration 14Q: 3 clusters Score -103247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -103247.539062 Penalty: 667.720520
	Iteration 15Q: 3 clusters Score -103247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -103247.539062 Penalty: 667.720520
	Iteration 16F: 3 clusters Score -103247.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Entering Unmasked Estep 
Score: -42089348.000000 Penalty: 24679.392578
Splitting cluster 24 changes total score from -42068080.000000 to -42089348.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (32876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Entering Unmasked Estep 
Score: -2661935.750000 Penalty: 473.222687
	Iteration 0F: 2 clusters Score -2661936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2645979.500000 Penalty: 946.445374
	Iteration 0F: 3 clusters Score -2645980 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2656923.500000 Penalty: 946.445374
	Iteration 1F: 3 clusters Score -2656924 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2658740.000000 Penalty: 946.445374
	Iteration 2F: 3 clusters Score -2658740 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2660636.500000 Penalty: 946.445374
	Iteration 3F: 3 clusters Score -2660636 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2661742.000000 Penalty: 946.445374
	Iteration 4F: 3 clusters Score -2661742 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -2662263.250000 Penalty: 946.445374
	Iteration 5F: 3 clusters Score -2662263 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -2662409.750000 Penalty: 946.445374
	Iteration 6F: 3 clusters Score -2662410 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -2662053.500000 Penalty: 946.445374
	Iteration 7F: 3 clusters Score -2662054 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -2661573.000000 Penalty: 946.445374
	Iteration 8F: 3 clusters Score -2661573 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -2661506.250000 Penalty: 946.445374
	Iteration 9Q: 3 clusters Score -2661506 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -2661434.000000 Penalty: 946.445374
	Iteration 10Q: 3 clusters Score -2661434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -2661404.000000 Penalty: 946.445374
	Iteration 11Q: 3 clusters Score -2661404 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -2661448.500000 Penalty: 946.445374
	Iteration 12Q: 3 clusters Score -2661448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -2661483.750000 Penalty: 946.445374
	Iteration 13Q: 3 clusters Score -2661484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -2661494.000000 Penalty: 946.445374
	Iteration 14Q: 3 clusters Score -2661494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -2661503.000000 Penalty: 946.445374
	Iteration 15Q: 3 clusters Score -2661503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -2661514.750000 Penalty: 946.445374
	Iteration 16Q: 3 clusters Score -2661515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -2661514.750000 Penalty: 946.445374
	Iteration 17Q: 3 clusters Score -2661515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -2661523.250000 Penalty: 946.445374
	Iteration 18Q: 3 clusters Score -2661523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -2661527.500000 Penalty: 946.445374
	Iteration 19Q: 3 clusters Score -2661528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2661528.750000 Penalty: 946.445374
	Iteration 20F: 3 clusters Score -2661529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -2661539.250000 Penalty: 946.445374
	Iteration 21Q: 3 clusters Score -2661539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -2661545.250000 Penalty: 946.445374
	Iteration 22Q: 3 clusters Score -2661545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -2661544.000000 Penalty: 946.445374
	Iteration 23Q: 3 clusters Score -2661544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2661542.500000 Penalty: 946.445374
	Iteration 24Q: 3 clusters Score -2661542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -2661542.500000 Penalty: 946.445374
	Iteration 25F: 3 clusters Score -2661542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Entering Unmasked Estep 
Score: -3909818.250000 Penalty: 491.421539
	Iteration 0F: 2 clusters Score -3909818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3883609.250000 Penalty: 982.843079
	Iteration 0F: 3 clusters Score -3883609 nChanged 23820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3898171.000000 Penalty: 982.843079
	Iteration 1F: 3 clusters Score -3898171 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3899432.250000 Penalty: 982.843079
	Iteration 2F: 3 clusters Score -3899432 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3901534.500000 Penalty: 982.843079
	Iteration 3F: 3 clusters Score -3901534 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3904339.000000 Penalty: 982.843079
	Iteration 4F: 3 clusters Score -3904339 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3906522.000000 Penalty: 982.843079
	Iteration 5F: 3 clusters Score -3906522 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3907444.500000 Penalty: 982.843079
	Iteration 6F: 3 clusters Score -3907444 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3907694.500000 Penalty: 982.843079
	Iteration 7Q: 3 clusters Score -3907694 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3907735.500000 Penalty: 982.843079
	Iteration 8Q: 3 clusters Score -3907736 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -3907739.250000 Penalty: 982.843079
	Iteration 9Q: 3 clusters Score -3907739 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -3907679.250000 Penalty: 982.843079
	Iteration 10Q: 3 clusters Score -3907679 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3907724.000000 Penalty: 982.843079
	Iteration 11Q: 3 clusters Score -3907724 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3907688.750000 Penalty: 982.843079
	Iteration 12Q: 3 clusters Score -3907689 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3907714.750000 Penalty: 982.843079
	Iteration 13Q: 3 clusters Score -3907715 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -3907753.250000 Penalty: 982.843079
	Iteration 14Q: 3 clusters Score -3907753 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3907813.500000 Penalty: 982.843079
	Iteration 15Q: 3 clusters Score -3907814 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3907944.500000 Penalty: 982.843079
	Iteration 16Q: 3 clusters Score -3907944 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3908067.000000 Penalty: 982.843079
	Iteration 17Q: 3 clusters Score -3908067 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3908233.750000 Penalty: 982.843079
	Iteration 18Q: 3 clusters Score -3908234 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3908399.500000 Penalty: 982.843079
	Iteration 19Q: 3 clusters Score -3908400 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3908700.000000 Penalty: 982.843079
	Iteration 20F: 3 clusters Score -3908700 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3908980.750000 Penalty: 982.843079
	Iteration 21Q: 3 clusters Score -3908981 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3909324.500000 Penalty: 982.843079
	Iteration 22Q: 3 clusters Score -3909324 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3909548.500000 Penalty: 982.843079
	Iteration 23Q: 3 clusters Score -3909548 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3909803.750000 Penalty: 982.843079
	Iteration 24Q: 3 clusters Score -3909804 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3910246.000000 Penalty: 982.843079
	Iteration 25Q: 3 clusters Score -3910246 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3910552.250000 Penalty: 982.843079
	Iteration 26Q: 3 clusters Score -3910552 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3910620.000000 Penalty: 982.843079
	Iteration 27Q: 3 clusters Score -3910620 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3910788.250000 Penalty: 982.843079
	Iteration 28Q: 3 clusters Score -3910788 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3910929.750000 Penalty: 982.843079
	Iteration 29Q: 3 clusters Score -3910930 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3911183.000000 Penalty: 982.843079
	Iteration 30Q: 3 clusters Score -3911183 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3911410.750000 Penalty: 982.843079
	Iteration 31Q: 3 clusters Score -3911411 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3911660.750000 Penalty: 982.843079
	Iteration 32Q: 3 clusters Score -3911661 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3911933.250000 Penalty: 982.843079
	Iteration 33Q: 3 clusters Score -3911933 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3912243.500000 Penalty: 982.843079
	Iteration 34Q: 3 clusters Score -3912244 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3912573.500000 Penalty: 982.843079
	Iteration 35Q: 3 clusters Score -3912574 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3912926.500000 Penalty: 982.843079
	Iteration 36Q: 3 clusters Score -3912926 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3913239.750000 Penalty: 982.843079
	Iteration 37Q: 3 clusters Score -3913240 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3913522.750000 Penalty: 982.843079
	Iteration 38Q: 3 clusters Score -3913523 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3913769.500000 Penalty: 982.843079
	Iteration 39Q: 3 clusters Score -3913770 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3914076.000000 Penalty: 982.843079
	Iteration 40F: 3 clusters Score -3914076 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3914251.250000 Penalty: 982.843079
	Iteration 41Q: 3 clusters Score -3914251 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3914399.500000 Penalty: 982.843079
	Iteration 42Q: 3 clusters Score -3914400 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -3914527.500000 Penalty: 982.843079
	Iteration 43Q: 3 clusters Score -3914528 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3914577.500000 Penalty: 982.843079
	Iteration 44Q: 3 clusters Score -3914578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3914663.000000 Penalty: 982.843079
	Iteration 45Q: 3 clusters Score -3914663 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3914749.750000 Penalty: 982.843079
	Iteration 46Q: 3 clusters Score -3914750 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3914810.250000 Penalty: 982.843079
	Iteration 47Q: 3 clusters Score -3914810 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3914869.750000 Penalty: 982.843079
	Iteration 48Q: 3 clusters Score -3914870 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3914890.250000 Penalty: 982.843079
	Iteration 49Q: 3 clusters Score -3914890 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -3914928.250000 Penalty: 982.843079
	Iteration 50Q: 3 clusters Score -3914928 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3914932.000000 Penalty: 982.843079
	Iteration 51Q: 3 clusters Score -3914932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3914963.000000 Penalty: 982.843079
	Iteration 52Q: 3 clusters Score -3914963 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3914991.250000 Penalty: 982.843079
	Iteration 53Q: 3 clusters Score -3914991 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3914999.500000 Penalty: 982.843079
	Iteration 54Q: 3 clusters Score -3915000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3915015.750000 Penalty: 982.843079
	Iteration 55Q: 3 clusters Score -3915016 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3915013.250000 Penalty: 982.843079
	Iteration 56Q: 3 clusters Score -3915013 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3914999.250000 Penalty: 982.843079
	Iteration 57Q: 3 clusters Score -3914999 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -3915039.000000 Penalty: 982.843079
	Iteration 58Q: 3 clusters Score -3915039 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3915060.000000 Penalty: 982.843079
	Iteration 59Q: 3 clusters Score -3915060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3915053.500000 Penalty: 982.843079
	Iteration 60F: 3 clusters Score -3915054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3915038.250000 Penalty: 982.843079
	Iteration 61Q: 3 clusters Score -3915038 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3915041.500000 Penalty: 982.843079
	Iteration 62Q: 3 clusters Score -3915042 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3915026.000000 Penalty: 982.843079
	Iteration 63Q: 3 clusters Score -3915026 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3915016.500000 Penalty: 982.843079
	Iteration 64Q: 3 clusters Score -3915016 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3915025.000000 Penalty: 982.843079
	Iteration 65Q: 3 clusters Score -3915025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3915016.750000 Penalty: 982.843079
	Iteration 66Q: 3 clusters Score -3915017 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3915016.500000 Penalty: 982.843079
	Iteration 67Q: 3 clusters Score -3915016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3915003.000000 Penalty: 982.843079
	Iteration 68Q: 3 clusters Score -3915003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3915013.000000 Penalty: 982.843079
	Iteration 69Q: 3 clusters Score -3915013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3915013.500000 Penalty: 982.843079
	Iteration 70Q: 3 clusters Score -3915014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -3914996.750000 Penalty: 982.843079
	Iteration 71Q: 3 clusters Score -3914997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3915002.250000 Penalty: 982.843079
	Iteration 72Q: 3 clusters Score -3915002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -3914989.000000 Penalty: 982.843079
	Iteration 73Q: 3 clusters Score -3914989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -3914984.250000 Penalty: 982.843079
	Iteration 74Q: 3 clusters Score -3914984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3914989.250000 Penalty: 982.843079
	Iteration 75Q: 3 clusters Score -3914989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3914986.750000 Penalty: 982.843079
	Iteration 76Q: 3 clusters Score -3914987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3914985.000000 Penalty: 982.843079
	Iteration 77Q: 3 clusters Score -3914985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3914980.250000 Penalty: 982.843079
	Iteration 78Q: 3 clusters Score -3914980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3914981.750000 Penalty: 982.843079
	Iteration 79Q: 3 clusters Score -3914982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -3914984.750000 Penalty: 982.843079
	Iteration 80F: 3 clusters Score -3914985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3914988.500000 Penalty: 982.843079
	Iteration 81Q: 3 clusters Score -3914988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3914987.500000 Penalty: 982.843079
	Iteration 82Q: 3 clusters Score -3914988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3914986.250000 Penalty: 982.843079
	Iteration 83Q: 3 clusters Score -3914986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3914986.500000 Penalty: 982.843079
	Iteration 84Q: 3 clusters Score -3914986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3914989.250000 Penalty: 982.843079
	Iteration 85Q: 3 clusters Score -3914989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3914989.250000 Penalty: 982.843079
	Iteration 86Q: 3 clusters Score -3914989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3914988.750000 Penalty: 982.843079
	Iteration 87Q: 3 clusters Score -3914989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3914989.500000 Penalty: 982.843079
	Iteration 88Q: 3 clusters Score -3914990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3914989.500000 Penalty: 982.843079
	Iteration 89F: 3 clusters Score -3914990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 42077 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 31066 members 
Entering Unmasked Estep 
Score: -42094512.000000 Penalty: 25281.330078
Splitting cluster 26 changes total score from -42068080.000000 to -42094512.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 27 (14431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Entering Unmasked Estep 
Score: -1074649.000000 Penalty: 435.759613
	Iteration 0F: 2 clusters Score -1074649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1065038.500000 Penalty: 871.519226
	Iteration 0F: 3 clusters Score -1065038 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1069524.375000 Penalty: 871.519226
	Iteration 1F: 3 clusters Score -1069524 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1070178.125000 Penalty: 871.519226
	Iteration 2F: 3 clusters Score -1070178 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1070971.250000 Penalty: 871.519226
	Iteration 3F: 3 clusters Score -1070971 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1071561.500000 Penalty: 871.519226
	Iteration 4F: 3 clusters Score -1071562 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1071897.625000 Penalty: 871.519226
	Iteration 5F: 3 clusters Score -1071898 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1072007.625000 Penalty: 871.519226
	Iteration 6Q: 3 clusters Score -1072008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1072069.500000 Penalty: 871.519226
	Iteration 7Q: 3 clusters Score -1072070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1072108.375000 Penalty: 871.519226
	Iteration 8Q: 3 clusters Score -1072108 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1072136.625000 Penalty: 871.519226
	Iteration 9Q: 3 clusters Score -1072137 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1072168.875000 Penalty: 871.519226
	Iteration 10Q: 3 clusters Score -1072169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1072200.875000 Penalty: 871.519226
	Iteration 11Q: 3 clusters Score -1072201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1072230.750000 Penalty: 871.519226
	Iteration 12Q: 3 clusters Score -1072231 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1072277.375000 Penalty: 871.519226
	Iteration 13Q: 3 clusters Score -1072277 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1072334.250000 Penalty: 871.519226
	Iteration 14Q: 3 clusters Score -1072334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1072397.125000 Penalty: 871.519226
	Iteration 15Q: 3 clusters Score -1072397 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1072480.625000 Penalty: 871.519226
	Iteration 16Q: 3 clusters Score -1072481 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1072581.250000 Penalty: 871.519226
	Iteration 17Q: 3 clusters Score -1072581 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1072705.625000 Penalty: 871.519226
	Iteration 18Q: 3 clusters Score -1072706 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1072842.250000 Penalty: 871.519226
	Iteration 19Q: 3 clusters Score -1072842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1072984.375000 Penalty: 871.519226
	Iteration 20F: 3 clusters Score -1072984 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1073139.875000 Penalty: 871.519226
	Iteration 21Q: 3 clusters Score -1073140 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1073311.250000 Penalty: 871.519226
	Iteration 22Q: 3 clusters Score -1073311 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1073478.250000 Penalty: 871.519226
	Iteration 23Q: 3 clusters Score -1073478 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1073616.625000 Penalty: 871.519226
	Iteration 24Q: 3 clusters Score -1073617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1073736.625000 Penalty: 871.519226
	Iteration 25Q: 3 clusters Score -1073737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1073838.625000 Penalty: 871.519226
	Iteration 26Q: 3 clusters Score -1073839 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1073929.750000 Penalty: 871.519226
	Iteration 27Q: 3 clusters Score -1073930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1074007.375000 Penalty: 871.519226
	Iteration 28Q: 3 clusters Score -1074007 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1074074.250000 Penalty: 871.519226
	Iteration 29Q: 3 clusters Score -1074074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1074125.500000 Penalty: 871.519226
	Iteration 30Q: 3 clusters Score -1074126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1074182.250000 Penalty: 871.519226
	Iteration 31Q: 3 clusters Score -1074182 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1074239.000000 Penalty: 871.519226
	Iteration 32Q: 3 clusters Score -1074239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1074298.125000 Penalty: 871.519226
	Iteration 33Q: 3 clusters Score -1074298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1074357.375000 Penalty: 871.519226
	Iteration 34Q: 3 clusters Score -1074357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1074392.125000 Penalty: 871.519226
	Iteration 35Q: 3 clusters Score -1074392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1074424.375000 Penalty: 871.519226
	Iteration 36Q: 3 clusters Score -1074424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1074441.875000 Penalty: 871.519226
	Iteration 37Q: 3 clusters Score -1074442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1074455.125000 Penalty: 871.519226
	Iteration 38Q: 3 clusters Score -1074455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1074466.125000 Penalty: 871.519226
	Iteration 39Q: 3 clusters Score -1074466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1074468.250000 Penalty: 871.519226
	Iteration 40F: 3 clusters Score -1074468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1074471.375000 Penalty: 871.519226
	Iteration 41Q: 3 clusters Score -1074471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1074471.750000 Penalty: 871.519226
	Iteration 42Q: 3 clusters Score -1074472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1074471.250000 Penalty: 871.519226
	Iteration 43Q: 3 clusters Score -1074471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1074472.000000 Penalty: 871.519226
	Iteration 44Q: 3 clusters Score -1074472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1074474.000000 Penalty: 871.519226
	Iteration 45Q: 3 clusters Score -1074474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1074476.625000 Penalty: 871.519226
	Iteration 46Q: 3 clusters Score -1074477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1074476.375000 Penalty: 871.519226
	Iteration 47Q: 3 clusters Score -1074476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1074479.375000 Penalty: 871.519226
	Iteration 48Q: 3 clusters Score -1074479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1074480.000000 Penalty: 871.519226
	Iteration 49Q: 3 clusters Score -1074480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1074481.250000 Penalty: 871.519226
	Iteration 50Q: 3 clusters Score -1074481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1074482.625000 Penalty: 871.519226
	Iteration 51Q: 3 clusters Score -1074483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1074481.875000 Penalty: 871.519226
	Iteration 52Q: 3 clusters Score -1074482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1074483.125000 Penalty: 871.519226
	Iteration 53Q: 3 clusters Score -1074483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1074484.250000 Penalty: 871.519226
	Iteration 54Q: 3 clusters Score -1074484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1074485.500000 Penalty: 871.519226
	Iteration 55Q: 3 clusters Score -1074486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1074486.125000 Penalty: 871.519226
	Iteration 56Q: 3 clusters Score -1074486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1074486.750000 Penalty: 871.519226
	Iteration 57Q: 3 clusters Score -1074487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1074487.625000 Penalty: 871.519226
	Iteration 58Q: 3 clusters Score -1074488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1074488.125000 Penalty: 871.519226
	Iteration 59Q: 3 clusters Score -1074488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1074487.750000 Penalty: 871.519226
	Iteration 60F: 3 clusters Score -1074488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1074487.875000 Penalty: 871.519226
	Iteration 61Q: 3 clusters Score -1074488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1074487.875000 Penalty: 871.519226
	Iteration 62F: 3 clusters Score -1074488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Entering Unmasked Estep 
Score: -3358474.000000 Penalty: 484.450195
	Iteration 0F: 2 clusters Score -3358474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3333253.000000 Penalty: 968.900391
	Iteration 0F: 3 clusters Score -3333253 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3345672.750000 Penalty: 968.900391
	Iteration 1F: 3 clusters Score -3345673 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3347425.250000 Penalty: 968.900391
	Iteration 2F: 3 clusters Score -3347425 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3350077.750000 Penalty: 968.900391
	Iteration 3F: 3 clusters Score -3350078 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3353299.750000 Penalty: 968.900391
	Iteration 4F: 3 clusters Score -3353300 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3356647.000000 Penalty: 968.900391
	Iteration 5F: 3 clusters Score -3356647 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3358735.000000 Penalty: 968.900391
	Iteration 6F: 3 clusters Score -3358735 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3359574.750000 Penalty: 968.900391
	Iteration 7Q: 3 clusters Score -3359575 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3360050.500000 Penalty: 968.900391
	Iteration 8Q: 3 clusters Score -3360050 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3360377.750000 Penalty: 968.900391
	Iteration 9Q: 3 clusters Score -3360378 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3360663.500000 Penalty: 968.900391
	Iteration 10Q: 3 clusters Score -3360664 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3360946.500000 Penalty: 968.900391
	Iteration 11Q: 3 clusters Score -3360946 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3361102.000000 Penalty: 968.900391
	Iteration 12Q: 3 clusters Score -3361102 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3361190.750000 Penalty: 968.900391
	Iteration 13Q: 3 clusters Score -3361191 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3361253.250000 Penalty: 968.900391
	Iteration 14Q: 3 clusters Score -3361253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3361277.250000 Penalty: 968.900391
	Iteration 15Q: 3 clusters Score -3361277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3361296.750000 Penalty: 968.900391
	Iteration 16Q: 3 clusters Score -3361297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3361312.000000 Penalty: 968.900391
	Iteration 17Q: 3 clusters Score -3361312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3361323.500000 Penalty: 968.900391
	Iteration 18Q: 3 clusters Score -3361324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3361321.250000 Penalty: 968.900391
	Iteration 19Q: 3 clusters Score -3361321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3361323.000000 Penalty: 968.900391
	Iteration 20F: 3 clusters Score -3361323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3361318.500000 Penalty: 968.900391
	Iteration 21Q: 3 clusters Score -3361318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3361322.250000 Penalty: 968.900391
	Iteration 22Q: 3 clusters Score -3361322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3361321.250000 Penalty: 968.900391
	Iteration 23Q: 3 clusters Score -3361321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3361314.500000 Penalty: 968.900391
	Iteration 24Q: 3 clusters Score -3361314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3361309.250000 Penalty: 968.900391
	Iteration 25Q: 3 clusters Score -3361309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3361312.750000 Penalty: 968.900391
	Iteration 26Q: 3 clusters Score -3361313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3361299.250000 Penalty: 968.900391
	Iteration 27Q: 3 clusters Score -3361299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3361289.750000 Penalty: 968.900391
	Iteration 28Q: 3 clusters Score -3361290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -3361276.000000 Penalty: 968.900391
	Iteration 29Q: 3 clusters Score -3361276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3361269.250000 Penalty: 968.900391
	Iteration 30Q: 3 clusters Score -3361269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3361260.750000 Penalty: 968.900391
	Iteration 31Q: 3 clusters Score -3361261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3361247.000000 Penalty: 968.900391
	Iteration 32Q: 3 clusters Score -3361247 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3361229.750000 Penalty: 968.900391
	Iteration 33Q: 3 clusters Score -3361230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3361216.000000 Penalty: 968.900391
	Iteration 34Q: 3 clusters Score -3361216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3361196.500000 Penalty: 968.900391
	Iteration 35Q: 3 clusters Score -3361196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3361196.000000 Penalty: 968.900391
	Iteration 36Q: 3 clusters Score -3361196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3361182.250000 Penalty: 968.900391
	Iteration 37Q: 3 clusters Score -3361182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3361177.500000 Penalty: 968.900391
	Iteration 38Q: 3 clusters Score -3361178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3361152.750000 Penalty: 968.900391
	Iteration 39Q: 3 clusters Score -3361153 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3361152.750000 Penalty: 968.900391
	Iteration 40F: 3 clusters Score -3361153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3361139.000000 Penalty: 968.900391
	Iteration 41Q: 3 clusters Score -3361139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3361125.500000 Penalty: 968.900391
	Iteration 42Q: 3 clusters Score -3361126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3361107.000000 Penalty: 968.900391
	Iteration 43Q: 3 clusters Score -3361107 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3361094.250000 Penalty: 968.900391
	Iteration 44Q: 3 clusters Score -3361094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3361089.250000 Penalty: 968.900391
	Iteration 45Q: 3 clusters Score -3361089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3361080.500000 Penalty: 968.900391
	Iteration 46Q: 3 clusters Score -3361080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3361071.500000 Penalty: 968.900391
	Iteration 47Q: 3 clusters Score -3361072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3361057.750000 Penalty: 968.900391
	Iteration 48Q: 3 clusters Score -3361058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3361055.750000 Penalty: 968.900391
	Iteration 49Q: 3 clusters Score -3361056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3361051.500000 Penalty: 968.900391
	Iteration 50Q: 3 clusters Score -3361052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3361052.750000 Penalty: 968.900391
	Iteration 51Q: 3 clusters Score -3361053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3361054.750000 Penalty: 968.900391
	Iteration 52Q: 3 clusters Score -3361055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3361047.500000 Penalty: 968.900391
	Iteration 53Q: 3 clusters Score -3361048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3361024.000000 Penalty: 968.900391
	Iteration 54Q: 3 clusters Score -3361024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3361020.500000 Penalty: 968.900391
	Iteration 55Q: 3 clusters Score -3361020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3361020.750000 Penalty: 968.900391
	Iteration 56Q: 3 clusters Score -3361021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3361011.750000 Penalty: 968.900391
	Iteration 57Q: 3 clusters Score -3361012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3361003.750000 Penalty: 968.900391
	Iteration 58Q: 3 clusters Score -3361004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3361000.250000 Penalty: 968.900391
	Iteration 59Q: 3 clusters Score -3361000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3360996.750000 Penalty: 968.900391
	Iteration 60F: 3 clusters Score -3360997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3360982.500000 Penalty: 968.900391
	Iteration 61Q: 3 clusters Score -3360982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -3360972.500000 Penalty: 968.900391
	Iteration 62Q: 3 clusters Score -3360972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3360978.250000 Penalty: 968.900391
	Iteration 63Q: 3 clusters Score -3360978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3360974.750000 Penalty: 968.900391
	Iteration 64Q: 3 clusters Score -3360975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3360964.750000 Penalty: 968.900391
	Iteration 65Q: 3 clusters Score -3360965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3360960.500000 Penalty: 968.900391
	Iteration 66Q: 3 clusters Score -3360960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3360952.500000 Penalty: 968.900391
	Iteration 67Q: 3 clusters Score -3360952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3360949.500000 Penalty: 968.900391
	Iteration 68Q: 3 clusters Score -3360950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3360944.500000 Penalty: 968.900391
	Iteration 69Q: 3 clusters Score -3360944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3360943.000000 Penalty: 968.900391
	Iteration 70Q: 3 clusters Score -3360943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -3360945.250000 Penalty: 968.900391
	Iteration 71Q: 3 clusters Score -3360945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3360937.000000 Penalty: 968.900391
	Iteration 72Q: 3 clusters Score -3360937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3360933.500000 Penalty: 968.900391
	Iteration 73Q: 3 clusters Score -3360934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3360934.000000 Penalty: 968.900391
	Iteration 74Q: 3 clusters Score -3360934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3360938.500000 Penalty: 968.900391
	Iteration 75Q: 3 clusters Score -3360938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3360941.000000 Penalty: 968.900391
	Iteration 76Q: 3 clusters Score -3360941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3360940.000000 Penalty: 968.900391
	Iteration 77Q: 3 clusters Score -3360940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3360926.250000 Penalty: 968.900391
	Iteration 78Q: 3 clusters Score -3360926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3360921.250000 Penalty: 968.900391
	Iteration 79Q: 3 clusters Score -3360921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3360903.500000 Penalty: 968.900391
	Iteration 80F: 3 clusters Score -3360904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3360904.250000 Penalty: 968.900391
	Iteration 81Q: 3 clusters Score -3360904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3360884.750000 Penalty: 968.900391
	Iteration 82Q: 3 clusters Score -3360885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3360877.750000 Penalty: 968.900391
	Iteration 83Q: 3 clusters Score -3360878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3360874.000000 Penalty: 968.900391
	Iteration 84Q: 3 clusters Score -3360874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3360858.000000 Penalty: 968.900391
	Iteration 85Q: 3 clusters Score -3360858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3360852.750000 Penalty: 968.900391
	Iteration 86Q: 3 clusters Score -3360853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3360850.750000 Penalty: 968.900391
	Iteration 87Q: 3 clusters Score -3360851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3360847.250000 Penalty: 968.900391
	Iteration 88Q: 3 clusters Score -3360847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -3360837.750000 Penalty: 968.900391
	Iteration 89Q: 3 clusters Score -3360838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3360841.500000 Penalty: 968.900391
	Iteration 90Q: 3 clusters Score -3360842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3360827.500000 Penalty: 968.900391
	Iteration 91Q: 3 clusters Score -3360828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3360811.250000 Penalty: 968.900391
	Iteration 92Q: 3 clusters Score -3360811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3360805.000000 Penalty: 968.900391
	Iteration 93Q: 3 clusters Score -3360805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3360806.750000 Penalty: 968.900391
	Iteration 94Q: 3 clusters Score -3360807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3360807.000000 Penalty: 968.900391
	Iteration 95Q: 3 clusters Score -3360807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3360804.750000 Penalty: 968.900391
	Iteration 96Q: 3 clusters Score -3360805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3360804.750000 Penalty: 968.900391
	Iteration 97Q: 3 clusters Score -3360805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3360799.750000 Penalty: 968.900391
	Iteration 98Q: 3 clusters Score -3360800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3360790.500000 Penalty: 968.900391
	Iteration 99Q: 3 clusters Score -3360790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3360783.250000 Penalty: 968.900391
	Iteration 100F: 3 clusters Score -3360783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3360781.250000 Penalty: 968.900391
	Iteration 101Q: 3 clusters Score -3360781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3360783.500000 Penalty: 968.900391
	Iteration 102Q: 3 clusters Score -3360784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3360786.250000 Penalty: 968.900391
	Iteration 103Q: 3 clusters Score -3360786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3360787.250000 Penalty: 968.900391
	Iteration 104Q: 3 clusters Score -3360787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3360788.750000 Penalty: 968.900391
	Iteration 105Q: 3 clusters Score -3360789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3360781.250000 Penalty: 968.900391
	Iteration 106Q: 3 clusters Score -3360781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3360779.250000 Penalty: 968.900391
	Iteration 107Q: 3 clusters Score -3360779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3360779.500000 Penalty: 968.900391
	Iteration 108Q: 3 clusters Score -3360780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3360783.000000 Penalty: 968.900391
	Iteration 109Q: 3 clusters Score -3360783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3360799.000000 Penalty: 968.900391
	Iteration 110Q: 3 clusters Score -3360799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3360795.250000 Penalty: 968.900391
	Iteration 111Q: 3 clusters Score -3360795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3360791.750000 Penalty: 968.900391
	Iteration 112Q: 3 clusters Score -3360792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3360782.250000 Penalty: 968.900391
	Iteration 113Q: 3 clusters Score -3360782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3360782.750000 Penalty: 968.900391
	Iteration 114Q: 3 clusters Score -3360783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3360771.500000 Penalty: 968.900391
	Iteration 115Q: 3 clusters Score -3360772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3360776.750000 Penalty: 968.900391
	Iteration 116Q: 3 clusters Score -3360777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3360756.000000 Penalty: 968.900391
	Iteration 117Q: 3 clusters Score -3360756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3360753.500000 Penalty: 968.900391
	Iteration 118Q: 3 clusters Score -3360754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3360744.500000 Penalty: 968.900391
	Iteration 119Q: 3 clusters Score -3360744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3360732.000000 Penalty: 968.900391
	Iteration 120F: 3 clusters Score -3360732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -3360735.750000 Penalty: 968.900391
	Iteration 121Q: 3 clusters Score -3360736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3360737.000000 Penalty: 968.900391
	Iteration 122Q: 3 clusters Score -3360737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3360729.500000 Penalty: 968.900391
	Iteration 123Q: 3 clusters Score -3360730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3360719.250000 Penalty: 968.900391
	Iteration 124Q: 3 clusters Score -3360719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3360716.000000 Penalty: 968.900391
	Iteration 125Q: 3 clusters Score -3360716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3360703.500000 Penalty: 968.900391
	Iteration 126Q: 3 clusters Score -3360704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -3360703.250000 Penalty: 968.900391
	Iteration 127Q: 3 clusters Score -3360703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3360713.000000 Penalty: 968.900391
	Iteration 128Q: 3 clusters Score -3360713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -3360711.500000 Penalty: 968.900391
	Iteration 129Q: 3 clusters Score -3360712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3360714.500000 Penalty: 968.900391
	Iteration 130Q: 3 clusters Score -3360714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3360709.500000 Penalty: 968.900391
	Iteration 131Q: 3 clusters Score -3360710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3360697.500000 Penalty: 968.900391
	Iteration 132Q: 3 clusters Score -3360698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3360688.000000 Penalty: 968.900391
	Iteration 133Q: 3 clusters Score -3360688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3360679.250000 Penalty: 968.900391
	Iteration 134Q: 3 clusters Score -3360679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3360676.250000 Penalty: 968.900391
	Iteration 135Q: 3 clusters Score -3360676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3360676.250000 Penalty: 968.900391
	Iteration 136Q: 3 clusters Score -3360676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3360667.000000 Penalty: 968.900391
	Iteration 137Q: 3 clusters Score -3360667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3360671.000000 Penalty: 968.900391
	Iteration 138Q: 3 clusters Score -3360671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3360672.000000 Penalty: 968.900391
	Iteration 139Q: 3 clusters Score -3360672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3360667.750000 Penalty: 968.900391
	Iteration 140F: 3 clusters Score -3360668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3360669.500000 Penalty: 968.900391
	Iteration 141Q: 3 clusters Score -3360670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3360669.750000 Penalty: 968.900391
	Iteration 142Q: 3 clusters Score -3360670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3360673.250000 Penalty: 968.900391
	Iteration 143Q: 3 clusters Score -3360673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3360673.250000 Penalty: 968.900391
	Iteration 144F: 3 clusters Score -3360673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 444 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 31066 members 
Mstep: Class 43 contains 9624 members 
Entering Unmasked Estep 
Score: -42096748.000000 Penalty: 25883.265625
Splitting cluster 28 changes total score from -42068080.000000 to -42096748.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -25191.923828 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -25191.92 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 211 members 
Entering Unmasked Estep 
Score: -24771.585938 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -24771.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25018.808594 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -25018.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25140.105469 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -25140.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25235.203125 Penalty: 554.720032
	Iteration 3F: 3 clusters Score -25235.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25312.751953 Penalty: 554.720032
	Iteration 4F: 3 clusters Score -25312.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25423.244141 Penalty: 554.720032
	Iteration 5F: 3 clusters Score -25423.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25564.546875 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -25564.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25630.232422 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -25630.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25644.154297 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -25644.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25658.271484 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -25658.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25659.445312 Penalty: 554.720032
	Iteration 10Q: 3 clusters Score -25659.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25659.445312 Penalty: 554.720032
	Iteration 11F: 3 clusters Score -25659.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 3785 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 31066 members 
Mstep: Class 43 contains 9624 members 
Mstep: Class 44 contains 235 members 
Entering Unmasked Estep 
Score: -42096944.000000 Penalty: 26485.203125
Splitting cluster 29 changes total score from -42068080.000000 to -42096944.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -270461.343750 Penalty: 374.865448
	Iteration 0F: 2 clusters Score -270461.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -267889.968750 Penalty: 749.730896
	Iteration 0F: 3 clusters Score -267890 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -269187.687500 Penalty: 749.730896
	Iteration 1F: 3 clusters Score -269187.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -269999.000000 Penalty: 749.730896
	Iteration 2F: 3 clusters Score -269999 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -270535.875000 Penalty: 749.730896
	Iteration 3F: 3 clusters Score -270535.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -270728.937500 Penalty: 749.730896
	Iteration 4F: 3 clusters Score -270728.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -270781.406250 Penalty: 749.730896
	Iteration 5Q: 3 clusters Score -270781.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270806.312500 Penalty: 749.730896
	Iteration 6Q: 3 clusters Score -270806.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -270817.031250 Penalty: 749.730896
	Iteration 7Q: 3 clusters Score -270817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270822.312500 Penalty: 749.730896
	Iteration 8Q: 3 clusters Score -270822.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -270825.218750 Penalty: 749.730896
	Iteration 9Q: 3 clusters Score -270825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270828.218750 Penalty: 749.730896
	Iteration 10Q: 3 clusters Score -270828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270830.468750 Penalty: 749.730896
	Iteration 11Q: 3 clusters Score -270830.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270831.843750 Penalty: 749.730896
	Iteration 12Q: 3 clusters Score -270831.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -270833.093750 Penalty: 749.730896
	Iteration 13Q: 3 clusters Score -270833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -270834.125000 Penalty: 749.730896
	Iteration 14Q: 3 clusters Score -270834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -270835.656250 Penalty: 749.730896
	Iteration 15Q: 3 clusters Score -270835.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -270837.000000 Penalty: 749.730896
	Iteration 16Q: 3 clusters Score -270837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -270837.281250 Penalty: 749.730896
	Iteration 17Q: 3 clusters Score -270837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -270837.687500 Penalty: 749.730896
	Iteration 18Q: 3 clusters Score -270837.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -270838.281250 Penalty: 749.730896
	Iteration 19Q: 3 clusters Score -270838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -270838.781250 Penalty: 749.730896
	Iteration 20F: 3 clusters Score -270838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -270838.968750 Penalty: 749.730896
	Iteration 21Q: 3 clusters Score -270839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -270838.937500 Penalty: 749.730896
	Iteration 22Q: 3 clusters Score -270838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -270839.500000 Penalty: 749.730896
	Iteration 23Q: 3 clusters Score -270839.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -270839.781250 Penalty: 749.730896
	Iteration 24Q: 3 clusters Score -270839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -270839.625000 Penalty: 749.730896
	Iteration 25Q: 3 clusters Score -270839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -270839.781250 Penalty: 749.730896
	Iteration 26Q: 3 clusters Score -270839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -270839.781250 Penalty: 749.730896
	Iteration 27F: 3 clusters Score -270839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 45581 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 31066 members 
Mstep: Class 43 contains 9624 members 
Mstep: Class 44 contains 235 members 
Mstep: Class 45 contains 862 members 
Entering Unmasked Estep 
Score: -42097284.000000 Penalty: 27087.138672
Splitting cluster 30 changes total score from -42068080.000000 to -42097284.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 31 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -163913.828125 Penalty: 351.502502
	Iteration 0F: 2 clusters Score -163913.8 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 1152 members 
Entering Unmasked Estep 
Score: -162320.734375 Penalty: 703.005005
	Iteration 0F: 3 clusters Score -162320.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -162835.484375 Penalty: 703.005005
	Iteration 1F: 3 clusters Score -162835.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -162947.625000 Penalty: 703.005005
	Iteration 2F: 3 clusters Score -162947.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -163035.187500 Penalty: 703.005005
	Iteration 3F: 3 clusters Score -163035.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -163086.875000 Penalty: 703.005005
	Iteration 4Q: 3 clusters Score -163086.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -163131.312500 Penalty: 703.005005
	Iteration 5Q: 3 clusters Score -163131.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -163171.828125 Penalty: 703.005005
	Iteration 6Q: 3 clusters Score -163171.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -163201.890625 Penalty: 703.005005
	Iteration 7Q: 3 clusters Score -163201.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -163228.031250 Penalty: 703.005005
	Iteration 8Q: 3 clusters Score -163228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -163269.140625 Penalty: 703.005005
	Iteration 9Q: 3 clusters Score -163269.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -163309.187500 Penalty: 703.005005
	Iteration 10Q: 3 clusters Score -163309.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -163340.000000 Penalty: 703.005005
	Iteration 11Q: 3 clusters Score -163340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -163374.343750 Penalty: 703.005005
	Iteration 12Q: 3 clusters Score -163374.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -163399.531250 Penalty: 703.005005
	Iteration 13Q: 3 clusters Score -163399.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -163428.187500 Penalty: 703.005005
	Iteration 14Q: 3 clusters Score -163428.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -163460.515625 Penalty: 703.005005
	Iteration 15Q: 3 clusters Score -163460.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -163494.218750 Penalty: 703.005005
	Iteration 16Q: 3 clusters Score -163494.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -163516.296875 Penalty: 703.005005
	Iteration 17Q: 3 clusters Score -163516.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -163533.500000 Penalty: 703.005005
	Iteration 18Q: 3 clusters Score -163533.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -163543.546875 Penalty: 703.005005
	Iteration 19Q: 3 clusters Score -163543.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -163553.187500 Penalty: 703.005005
	Iteration 20F: 3 clusters Score -163553.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -163572.078125 Penalty: 703.005005
	Iteration 21Q: 3 clusters Score -163572.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -163582.765625 Penalty: 703.005005
	Iteration 22Q: 3 clusters Score -163582.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -163586.703125 Penalty: 703.005005
	Iteration 23Q: 3 clusters Score -163586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -163589.765625 Penalty: 703.005005
	Iteration 24Q: 3 clusters Score -163589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -163596.406250 Penalty: 703.005005
	Iteration 25Q: 3 clusters Score -163596.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -163601.062500 Penalty: 703.005005
	Iteration 26Q: 3 clusters Score -163601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -163603.140625 Penalty: 703.005005
	Iteration 27Q: 3 clusters Score -163603.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -163604.109375 Penalty: 703.005005
	Iteration 28Q: 3 clusters Score -163604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -163604.796875 Penalty: 703.005005
	Iteration 29Q: 3 clusters Score -163604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -163605.906250 Penalty: 703.005005
	Iteration 30Q: 3 clusters Score -163605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -163605.921875 Penalty: 703.005005
	Iteration 31Q: 3 clusters Score -163605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -163606.343750 Penalty: 703.005005
	Iteration 32Q: 3 clusters Score -163606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -163606.781250 Penalty: 703.005005
	Iteration 33Q: 3 clusters Score -163606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -163608.515625 Penalty: 703.005005
	Iteration 34Q: 3 clusters Score -163608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -163608.515625 Penalty: 703.005005
	Iteration 35F: 3 clusters Score -163608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (45581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Entering Unmasked Estep 
Score: -3648740.250000 Penalty: 488.089691
	Iteration 0F: 2 clusters Score -3648740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3626473.000000 Penalty: 976.179382
	Iteration 0F: 3 clusters Score -3626473 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3639591.500000 Penalty: 976.179382
	Iteration 1F: 3 clusters Score -3639592 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3640207.500000 Penalty: 976.179382
	Iteration 2F: 3 clusters Score -3640208 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3641209.250000 Penalty: 976.179382
	Iteration 3F: 3 clusters Score -3641209 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3642769.250000 Penalty: 976.179382
	Iteration 4F: 3 clusters Score -3642769 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -3645597.250000 Penalty: 976.179382
	Iteration 5F: 3 clusters Score -3645597 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3649200.000000 Penalty: 976.179382
	Iteration 6F: 3 clusters Score -3649200 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -3651726.000000 Penalty: 976.179382
	Iteration 7F: 3 clusters Score -3651726 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -3652807.250000 Penalty: 976.179382
	Iteration 8Q: 3 clusters Score -3652807 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -3653531.250000 Penalty: 976.179382
	Iteration 9Q: 3 clusters Score -3653531 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3654052.250000 Penalty: 976.179382
	Iteration 10Q: 3 clusters Score -3654052 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3654459.500000 Penalty: 976.179382
	Iteration 11Q: 3 clusters Score -3654460 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -3654774.750000 Penalty: 976.179382
	Iteration 12Q: 3 clusters Score -3654775 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3654958.000000 Penalty: 976.179382
	Iteration 13Q: 3 clusters Score -3654958 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3655118.250000 Penalty: 976.179382
	Iteration 14Q: 3 clusters Score -3655118 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3655256.500000 Penalty: 976.179382
	Iteration 15Q: 3 clusters Score -3655256 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3655376.750000 Penalty: 976.179382
	Iteration 16Q: 3 clusters Score -3655377 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3655448.500000 Penalty: 976.179382
	Iteration 17Q: 3 clusters Score -3655448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3655493.000000 Penalty: 976.179382
	Iteration 18Q: 3 clusters Score -3655493 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3655506.500000 Penalty: 976.179382
	Iteration 19Q: 3 clusters Score -3655506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3655520.500000 Penalty: 976.179382
	Iteration 20F: 3 clusters Score -3655520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3655538.750000 Penalty: 976.179382
	Iteration 21Q: 3 clusters Score -3655539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3655552.250000 Penalty: 976.179382
	Iteration 22Q: 3 clusters Score -3655552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3655564.000000 Penalty: 976.179382
	Iteration 23Q: 3 clusters Score -3655564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3655563.750000 Penalty: 976.179382
	Iteration 24Q: 3 clusters Score -3655564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3655570.250000 Penalty: 976.179382
	Iteration 25Q: 3 clusters Score -3655570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3655575.750000 Penalty: 976.179382
	Iteration 26Q: 3 clusters Score -3655576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3655577.000000 Penalty: 976.179382
	Iteration 27Q: 3 clusters Score -3655577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3655577.250000 Penalty: 976.179382
	Iteration 28Q: 3 clusters Score -3655577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3655580.000000 Penalty: 976.179382
	Iteration 29Q: 3 clusters Score -3655580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3655574.500000 Penalty: 976.179382
	Iteration 30Q: 3 clusters Score -3655574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3655581.000000 Penalty: 976.179382
	Iteration 31Q: 3 clusters Score -3655581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3655583.500000 Penalty: 976.179382
	Iteration 32Q: 3 clusters Score -3655584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3655581.500000 Penalty: 976.179382
	Iteration 33Q: 3 clusters Score -3655582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3655590.750000 Penalty: 976.179382
	Iteration 34Q: 3 clusters Score -3655591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3655595.250000 Penalty: 976.179382
	Iteration 35Q: 3 clusters Score -3655595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3655599.000000 Penalty: 976.179382
	Iteration 36Q: 3 clusters Score -3655599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3655600.500000 Penalty: 976.179382
	Iteration 37Q: 3 clusters Score -3655600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3655598.500000 Penalty: 976.179382
	Iteration 38Q: 3 clusters Score -3655598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3655592.250000 Penalty: 976.179382
	Iteration 39Q: 3 clusters Score -3655592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3655585.750000 Penalty: 976.179382
	Iteration 40F: 3 clusters Score -3655586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3655584.750000 Penalty: 976.179382
	Iteration 41Q: 3 clusters Score -3655585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3655589.500000 Penalty: 976.179382
	Iteration 42Q: 3 clusters Score -3655590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3655588.500000 Penalty: 976.179382
	Iteration 43Q: 3 clusters Score -3655588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3655591.500000 Penalty: 976.179382
	Iteration 44Q: 3 clusters Score -3655592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3655591.500000 Penalty: 976.179382
	Iteration 45F: 3 clusters Score -3655592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 17853 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 34161 members 
Mstep: Class 38 contains 49496 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 360 members 
Mstep: Class 41 contains 761 members 
Mstep: Class 42 contains 31066 members 
Mstep: Class 43 contains 9624 members 
Mstep: Class 44 contains 235 members 
Mstep: Class 45 contains 862 members 
Mstep: Class 46 contains 27728 members 
Entering Unmasked Estep 
Score: -42103944.000000 Penalty: 27689.076172
Splitting cluster 32 changes total score from -42068080.000000 to -42103944.000000
So it's getting split into cluster 46.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1125 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4122 members 
Mstep: Class 5 contains 43018 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 20745 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 52969 members 
Mstep: Class 14 contains 25310 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 18877 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 7421 members 
Mstep: Class 23 contains 8232 members 
Mstep: Class 24 contains 776 members 
Mstep: Class 25 contains 32876 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 14431 members 
Mstep: Class 28 contains 32453 members 
Mstep: Class 29 contains 209 members 
Mstep: Class 30 contains 2923 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 17853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112836.000000 Penalty: 27689.076172
Iteration 79Q: 47 clusters Score -4.211284e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 43120 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 53449 members 
Mstep: Class 14 contains 27961 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 18727 members 
Mstep: Class 21 contains 357 members 
Mstep: Class 22 contains 7447 members 
Mstep: Class 23 contains 8154 members 
Mstep: Class 24 contains 760 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 19816 members 
Mstep: Class 27 contains 14071 members 
Mstep: Class 28 contains 32790 members 
Mstep: Class 29 contains 208 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 18056 members 
Mstep: Class 33 contains 35785 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 4156 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 35106 members 
Mstep: Class 38 contains 47388 members 
Mstep: Class 39 contains 803 members 
Mstep: Class 40 contains 327 members 
Mstep: Class 41 contains 744 members 
Mstep: Class 42 contains 31022 members 
Mstep: Class 43 contains 9541 members 
Mstep: Class 44 contains 209 members 
Mstep: Class 45 contains 853 members 
Mstep: Class 46 contains 29293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118884.000000 Penalty: 27689.076172
Iteration 80F: 47 clusters Score -4.211888e+07 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 42599 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 20627 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 54495 members 
Mstep: Class 14 contains 29441 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 28077 members 
Mstep: Class 20 contains 18653 members 
Mstep: Class 21 contains 373 members 
Mstep: Class 22 contains 6940 members 
Mstep: Class 23 contains 7985 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 32389 members 
Mstep: Class 26 contains 21193 members 
Mstep: Class 27 contains 13502 members 
Mstep: Class 28 contains 32259 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 3110 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 18345 members 
Mstep: Class 33 contains 32468 members 
Mstep: Class 34 contains 609 members 
Mstep: Class 35 contains 4881 members 
Mstep: Class 36 contains 313 members 
Mstep: Class 37 contains 35777 members 
Mstep: Class 38 contains 45854 members 
Mstep: Class 39 contains 913 members 
Mstep: Class 40 contains 377 members 
Mstep: Class 41 contains 774 members 
Mstep: Class 42 contains 31390 members 
Mstep: Class 43 contains 9638 members 
Mstep: Class 44 contains 249 members 
Mstep: Class 45 contains 876 members 
Mstep: Class 46 contains 31252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122244.000000 Penalty: 27689.076172
Iteration 81Q: 47 clusters Score -4.212224e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 901 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 4287 members 
Mstep: Class 5 contains 42442 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 2889 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 55109 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 27925 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 6728 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 778 members 
Mstep: Class 25 contains 31789 members 
Mstep: Class 26 contains 22445 members 
Mstep: Class 27 contains 13073 members 
Mstep: Class 28 contains 31216 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3127 members 
Mstep: Class 31 contains 2433 members 
Mstep: Class 32 contains 18791 members 
Mstep: Class 33 contains 30376 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 5549 members 
Mstep: Class 36 contains 308 members 
Mstep: Class 37 contains 36243 members 
Mstep: Class 38 contains 44540 members 
Mstep: Class 39 contains 962 members 
Mstep: Class 40 contains 395 members 
Mstep: Class 41 contains 775 members 
Mstep: Class 42 contains 31490 members 
Mstep: Class 43 contains 9666 members 
Mstep: Class 44 contains 271 members 
Mstep: Class 45 contains 883 members 
Mstep: Class 46 contains 33384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124032.000000 Penalty: 27689.076172
Iteration 82Q: 47 clusters Score -4.212403e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 842 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 42384 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 6651 members 
Mstep: Class 8 contains 614 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 20854 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 55507 members 
Mstep: Class 14 contains 30023 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 27789 members 
Mstep: Class 20 contains 18655 members 
Mstep: Class 21 contains 394 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 7740 members 
Mstep: Class 24 contains 769 members 
Mstep: Class 25 contains 31231 members 
Mstep: Class 26 contains 23709 members 
Mstep: Class 27 contains 12710 members 
Mstep: Class 28 contains 29752 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 2483 members 
Mstep: Class 32 contains 19365 members 
Mstep: Class 33 contains 28938 members 
Mstep: Class 34 contains 662 members 
Mstep: Class 35 contains 6251 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 36241 members 
Mstep: Class 38 contains 43220 members 
Mstep: Class 39 contains 999 members 
Mstep: Class 40 contains 407 members 
Mstep: Class 41 contains 780 members 
Mstep: Class 42 contains 31674 members 
Mstep: Class 43 contains 9720 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 890 members 
Mstep: Class 46 contains 35789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124720.000000 Penalty: 27689.076172
Iteration 83Q: 47 clusters Score -4.212472e+07 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 806 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 42334 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 6664 members 
Mstep: Class 8 contains 627 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 20918 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 55864 members 
Mstep: Class 14 contains 29888 members 
Mstep: Class 15 contains 908 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 27697 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 401 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 30661 members 
Mstep: Class 26 contains 25107 members 
Mstep: Class 27 contains 12279 members 
Mstep: Class 28 contains 27968 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 3151 members 
Mstep: Class 31 contains 2522 members 
Mstep: Class 32 contains 20217 members 
Mstep: Class 33 contains 27881 members 
Mstep: Class 34 contains 669 members 
Mstep: Class 35 contains 7030 members 
Mstep: Class 36 contains 306 members 
Mstep: Class 37 contains 35629 members 
Mstep: Class 38 contains 41590 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 424 members 
Mstep: Class 41 contains 778 members 
Mstep: Class 42 contains 32106 members 
Mstep: Class 43 contains 9825 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 887 members 
Mstep: Class 46 contains 38519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125440.000000 Penalty: 27689.076172
Iteration 84Q: 47 clusters Score -4.212544e+07 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 779 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 42240 members 
Mstep: Class 6 contains 847 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 29688 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2191 members 
Mstep: Class 19 contains 27608 members 
Mstep: Class 20 contains 18931 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 7543 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 30118 members 
Mstep: Class 26 contains 26692 members 
Mstep: Class 27 contains 11896 members 
Mstep: Class 28 contains 26175 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 3152 members 
Mstep: Class 31 contains 2560 members 
Mstep: Class 32 contains 21440 members 
Mstep: Class 33 contains 27156 members 
Mstep: Class 34 contains 677 members 
Mstep: Class 35 contains 7910 members 
Mstep: Class 36 contains 308 members 
Mstep: Class 37 contains 34372 members 
Mstep: Class 38 contains 39002 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 431 members 
Mstep: Class 41 contains 778 members 
Mstep: Class 42 contains 32699 members 
Mstep: Class 43 contains 10008 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 888 members 
Mstep: Class 46 contains 41649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126316.000000 Penalty: 27689.076172
Iteration 85Q: 47 clusters Score -4.212632e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 42165 members 
Mstep: Class 6 contains 847 members 
Mstep: Class 7 contains 6751 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 21001 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56228 members 
Mstep: Class 14 contains 29488 members 
Mstep: Class 15 contains 862 members 
Mstep: Class 16 contains 1337 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 27516 members 
Mstep: Class 20 contains 19210 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 7442 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 29507 members 
Mstep: Class 26 contains 28545 members 
Mstep: Class 27 contains 11537 members 
Mstep: Class 28 contains 24624 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 3153 members 
Mstep: Class 31 contains 2593 members 
Mstep: Class 32 contains 22694 members 
Mstep: Class 33 contains 26473 members 
Mstep: Class 34 contains 681 members 
Mstep: Class 35 contains 8885 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 32672 members 
Mstep: Class 38 contains 37557 members 
Mstep: Class 39 contains 1050 members 
Mstep: Class 40 contains 439 members 
Mstep: Class 41 contains 776 members 
Mstep: Class 42 contains 33390 members 
Mstep: Class 43 contains 10203 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 887 members 
Mstep: Class 46 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42128092.000000 Penalty: 27689.076172
Iteration 86Q: 47 clusters Score -4.212809e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 844 members 
Mstep: Class 7 contains 6779 members 
Mstep: Class 8 contains 639 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 2571 members 
Mstep: Class 11 contains 21108 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56332 members 
Mstep: Class 14 contains 28945 members 
Mstep: Class 15 contains 855 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 27415 members 
Mstep: Class 20 contains 19465 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 7349 members 
Mstep: Class 24 contains 727 members 
Mstep: Class 25 contains 28909 members 
Mstep: Class 26 contains 30917 members 
Mstep: Class 27 contains 11179 members 
Mstep: Class 28 contains 23450 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 2624 members 
Mstep: Class 32 contains 23473 members 
Mstep: Class 33 contains 25986 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 9841 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 30476 members 
Mstep: Class 38 contains 37635 members 
Mstep: Class 39 contains 1060 members 
Mstep: Class 40 contains 450 members 
Mstep: Class 41 contains 766 members 
Mstep: Class 42 contains 34248 members 
Mstep: Class 43 contains 10406 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 888 members 
Mstep: Class 46 contains 43441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129116.000000 Penalty: 27689.076172
Iteration 87Q: 47 clusters Score -4.212912e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 41913 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 646 members 
Mstep: Class 9 contains 3576 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 21225 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56348 members 
Mstep: Class 14 contains 28119 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 931 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 20 contains 19742 members 
Mstep: Class 21 contains 418 members 
Mstep: Class 22 contains 6255 members 
Mstep: Class 23 contains 7268 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 28402 members 
Mstep: Class 26 contains 33519 members 
Mstep: Class 27 contains 10863 members 
Mstep: Class 28 contains 22426 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 3159 members 
Mstep: Class 31 contains 2657 members 
Mstep: Class 32 contains 24181 members 
Mstep: Class 33 contains 25667 members 
Mstep: Class 34 contains 684 members 
Mstep: Class 35 contains 10745 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 27988 members 
Mstep: Class 38 contains 37866 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 462 members 
Mstep: Class 41 contains 760 members 
Mstep: Class 42 contains 35295 members 
Mstep: Class 43 contains 10580 members 
Mstep: Class 44 contains 278 members 
Mstep: Class 45 contains 890 members 
Mstep: Class 46 contains 43356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129444.000000 Penalty: 27689.076172
Iteration 88Q: 47 clusters Score -4.212944e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 41776 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 6830 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 21392 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56278 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 790 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 27213 members 
Mstep: Class 20 contains 20000 members 
Mstep: Class 21 contains 417 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 7213 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 28111 members 
Mstep: Class 26 contains 35773 members 
Mstep: Class 27 contains 10555 members 
Mstep: Class 28 contains 21519 members 
Mstep: Class 29 contains 205 members 
Mstep: Class 30 contains 3156 members 
Mstep: Class 31 contains 2679 members 
Mstep: Class 32 contains 24950 members 
Mstep: Class 33 contains 25479 members 
Mstep: Class 34 contains 695 members 
Mstep: Class 35 contains 11444 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 25809 members 
Mstep: Class 38 contains 37951 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 473 members 
Mstep: Class 41 contains 753 members 
Mstep: Class 42 contains 36373 members 
Mstep: Class 43 contains 10691 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 891 members 
Mstep: Class 46 contains 43242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42128780.000000 Penalty: 27689.076172
Iteration 89Q: 47 clusters Score -4.212878e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 726 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 41751 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 6842 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 21575 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56183 members 
Mstep: Class 14 contains 26131 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 27127 members 
Mstep: Class 20 contains 20226 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 6177 members 
Mstep: Class 23 contains 7184 members 
Mstep: Class 24 contains 717 members 
Mstep: Class 25 contains 27860 members 
Mstep: Class 26 contains 37615 members 
Mstep: Class 27 contains 10288 members 
Mstep: Class 28 contains 20658 members 
Mstep: Class 29 contains 203 members 
Mstep: Class 30 contains 3163 members 
Mstep: Class 31 contains 2688 members 
Mstep: Class 32 contains 25758 members 
Mstep: Class 33 contains 25407 members 
Mstep: Class 34 contains 702 members 
Mstep: Class 35 contains 11972 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 24057 members 
Mstep: Class 38 contains 38027 members 
Mstep: Class 39 contains 1078 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 744 members 
Mstep: Class 42 contains 37416 members 
Mstep: Class 43 contains 10744 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 884 members 
Mstep: Class 46 contains 43067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125712.000000 Penalty: 27689.076172
Iteration 90Q: 47 clusters Score -4.212571e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 41637 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 6848 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 21772 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 602 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 27104 members 
Mstep: Class 20 contains 20416 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 7152 members 
Mstep: Class 24 contains 718 members 
Mstep: Class 25 contains 27697 members 
Mstep: Class 26 contains 38870 members 
Mstep: Class 27 contains 10072 members 
Mstep: Class 28 contains 19884 members 
Mstep: Class 29 contains 202 members 
Mstep: Class 30 contains 3167 members 
Mstep: Class 31 contains 2689 members 
Mstep: Class 32 contains 26644 members 
Mstep: Class 33 contains 25414 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 12392 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 22621 members 
Mstep: Class 38 contains 38001 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 738 members 
Mstep: Class 42 contains 38631 members 
Mstep: Class 43 contains 10813 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 879 members 
Mstep: Class 46 contains 42830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 590.470398 but Gain 601.937500
Score: -42123376.000000 Penalty: 27087.138672
Iteration 91Q: 46 clusters Score -4.212338e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 41567 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 6849 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55989 members 
Mstep: Class 14 contains 24463 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 27067 members 
Mstep: Class 20 contains 20619 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 6159 members 
Mstep: Class 23 contains 7134 members 
Mstep: Class 24 contains 718 members 
Mstep: Class 25 contains 27588 members 
Mstep: Class 26 contains 39107 members 
Mstep: Class 27 contains 9872 members 
Mstep: Class 28 contains 19279 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2693 members 
Mstep: Class 32 contains 27698 members 
Mstep: Class 33 contains 25455 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 12708 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 21724 members 
Mstep: Class 38 contains 38353 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 496 members 
Mstep: Class 41 contains 726 members 
Mstep: Class 42 contains 39870 members 
Mstep: Class 43 contains 10876 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 877 members 
Mstep: Class 46 contains 42388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122224.000000 Penalty: 27087.138672
Iteration 92Q: 46 clusters Score -4.212222e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 41519 members 
Mstep: Class 6 contains 835 members 
Mstep: Class 7 contains 6852 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 22098 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55905 members 
Mstep: Class 14 contains 24165 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 27027 members 
Mstep: Class 20 contains 20800 members 
Mstep: Class 21 contains 426 members 
Mstep: Class 22 contains 6127 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 725 members 
Mstep: Class 25 contains 27541 members 
Mstep: Class 26 contains 38782 members 
Mstep: Class 27 contains 9699 members 
Mstep: Class 28 contains 18511 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 3171 members 
Mstep: Class 31 contains 2702 members 
Mstep: Class 32 contains 28824 members 
Mstep: Class 33 contains 25487 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 12959 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 21110 members 
Mstep: Class 38 contains 38202 members 
Mstep: Class 39 contains 1084 members 
Mstep: Class 40 contains 502 members 
Mstep: Class 41 contains 716 members 
Mstep: Class 42 contains 41107 members 
Mstep: Class 43 contains 10936 members 
Mstep: Class 44 contains 275 members 
Mstep: Class 45 contains 877 members 
Mstep: Class 46 contains 41945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121740.000000 Penalty: 27087.138672
Iteration 93Q: 46 clusters Score -4.212174e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 707 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4618 members 
Mstep: Class 5 contains 41480 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55811 members 
Mstep: Class 14 contains 23970 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 20989 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6159 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 27507 members 
Mstep: Class 26 contains 38300 members 
Mstep: Class 27 contains 9529 members 
Mstep: Class 28 contains 17766 members 
Mstep: Class 29 contains 200 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 2715 members 
Mstep: Class 32 contains 30068 members 
Mstep: Class 33 contains 25517 members 
Mstep: Class 34 contains 719 members 
Mstep: Class 35 contains 13150 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 20674 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 1086 members 
Mstep: Class 40 contains 505 members 
Mstep: Class 41 contains 707 members 
Mstep: Class 42 contains 42183 members 
Mstep: Class 43 contains 11008 members 
Mstep: Class 44 contains 274 members 
Mstep: Class 45 contains 884 members 
Mstep: Class 46 contains 41321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121860.000000 Penalty: 27087.138672
Iteration 94Q: 46 clusters Score -4.212186e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 6855 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 22401 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55813 members 
Mstep: Class 14 contains 23843 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 26937 members 
Mstep: Class 20 contains 21195 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6245 members 
Mstep: Class 23 contains 7034 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 27469 members 
Mstep: Class 26 contains 37693 members 
Mstep: Class 27 contains 9360 members 
Mstep: Class 28 contains 17116 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 2718 members 
Mstep: Class 32 contains 31363 members 
Mstep: Class 33 contains 25572 members 
Mstep: Class 34 contains 726 members 
Mstep: Class 35 contains 13296 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 20344 members 
Mstep: Class 38 contains 38072 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 511 members 
Mstep: Class 41 contains 693 members 
Mstep: Class 42 contains 43126 members 
Mstep: Class 43 contains 11042 members 
Mstep: Class 44 contains 273 members 
Mstep: Class 45 contains 890 members 
Mstep: Class 46 contains 40509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121424.000000 Penalty: 27087.138672
Iteration 95Q: 46 clusters Score -4.212142e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 41378 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 6862 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 22502 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55805 members 
Mstep: Class 14 contains 23750 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 26891 members 
Mstep: Class 20 contains 21376 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6339 members 
Mstep: Class 23 contains 7008 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 27482 members 
Mstep: Class 26 contains 36981 members 
Mstep: Class 27 contains 9211 members 
Mstep: Class 28 contains 16530 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2716 members 
Mstep: Class 32 contains 32634 members 
Mstep: Class 33 contains 25607 members 
Mstep: Class 34 contains 730 members 
Mstep: Class 35 contains 13407 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 20128 members 
Mstep: Class 38 contains 38176 members 
Mstep: Class 39 contains 1085 members 
Mstep: Class 40 contains 513 members 
Mstep: Class 41 contains 692 members 
Mstep: Class 42 contains 44037 members 
Mstep: Class 43 contains 11062 members 
Mstep: Class 44 contains 270 members 
Mstep: Class 45 contains 896 members 
Mstep: Class 46 contains 39545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121460.000000 Penalty: 27087.138672
Iteration 96Q: 46 clusters Score -4.212146e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 702 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 656 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 22581 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55804 members 
Mstep: Class 14 contains 23626 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 26845 members 
Mstep: Class 20 contains 21570 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 6983 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 27493 members 
Mstep: Class 26 contains 36314 members 
Mstep: Class 27 contains 9077 members 
Mstep: Class 28 contains 15975 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2719 members 
Mstep: Class 32 contains 33765 members 
Mstep: Class 33 contains 25648 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 13499 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 19962 members 
Mstep: Class 38 contains 38376 members 
Mstep: Class 39 contains 1079 members 
Mstep: Class 40 contains 515 members 
Mstep: Class 41 contains 686 members 
Mstep: Class 42 contains 44853 members 
Mstep: Class 43 contains 11052 members 
Mstep: Class 44 contains 268 members 
Mstep: Class 45 contains 900 members 
Mstep: Class 46 contains 38608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122484.000000 Penalty: 27087.138672
Iteration 97Q: 46 clusters Score -4.212248e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 700 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 41294 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 22636 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55820 members 
Mstep: Class 14 contains 23548 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 26829 members 
Mstep: Class 20 contains 21783 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 6958 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 27517 members 
Mstep: Class 26 contains 35567 members 
Mstep: Class 27 contains 8954 members 
Mstep: Class 28 contains 15464 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3173 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 34620 members 
Mstep: Class 33 contains 25683 members 
Mstep: Class 34 contains 736 members 
Mstep: Class 35 contains 13592 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 19803 members 
Mstep: Class 38 contains 38693 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 515 members 
Mstep: Class 41 contains 683 members 
Mstep: Class 42 contains 45673 members 
Mstep: Class 43 contains 11039 members 
Mstep: Class 44 contains 267 members 
Mstep: Class 45 contains 909 members 
Mstep: Class 46 contains 37763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122740.000000 Penalty: 27087.138672
Iteration 98Q: 46 clusters Score -4.212274e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 698 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 41233 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 22681 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55843 members 
Mstep: Class 14 contains 23529 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 26819 members 
Mstep: Class 20 contains 21978 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6703 members 
Mstep: Class 23 contains 6930 members 
Mstep: Class 24 contains 742 members 
Mstep: Class 25 contains 27552 members 
Mstep: Class 26 contains 34760 members 
Mstep: Class 27 contains 8854 members 
Mstep: Class 28 contains 14997 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2728 members 
Mstep: Class 32 contains 35271 members 
Mstep: Class 33 contains 25719 members 
Mstep: Class 34 contains 742 members 
Mstep: Class 35 contains 13669 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 19651 members 
Mstep: Class 38 contains 39084 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 515 members 
Mstep: Class 41 contains 683 members 
Mstep: Class 42 contains 46505 members 
Mstep: Class 43 contains 10983 members 
Mstep: Class 44 contains 265 members 
Mstep: Class 45 contains 913 members 
Mstep: Class 46 contains 37076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121980.000000 Penalty: 27087.138672
Iteration 99Q: 46 clusters Score -4.212198e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 5 contains 41178 members 
Mstep: Class 6 contains 834 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 22714 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55862 members 
Mstep: Class 14 contains 23523 members 
Mstep: Class 15 contains 870 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 26784 members 
Mstep: Class 20 contains 22160 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6802 members 
Mstep: Class 23 contains 6896 members 
Mstep: Class 24 contains 748 members 
Mstep: Class 25 contains 27583 members 
Mstep: Class 26 contains 33953 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 14568 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 2730 members 
Mstep: Class 32 contains 35790 members 
Mstep: Class 33 contains 25741 members 
Mstep: Class 34 contains 745 members 
Mstep: Class 35 contains 13750 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 19465 members 
Mstep: Class 38 contains 39486 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 515 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 47389 members 
Mstep: Class 43 contains 10913 members 
Mstep: Class 44 contains 263 members 
Mstep: Class 45 contains 913 members 
Mstep: Class 46 contains 36501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42129716.000000 Penalty: 27087.138672
Iteration 100F: 46 clusters Score -4.212972e+07 nChanged 17030
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 683 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 40551 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 22749 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55796 members 
Mstep: Class 14 contains 21195 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 26745 members 
Mstep: Class 20 contains 22393 members 
Mstep: Class 21 contains 424 members 
Mstep: Class 22 contains 6905 members 
Mstep: Class 23 contains 6862 members 
Mstep: Class 24 contains 763 members 
Mstep: Class 25 contains 26342 members 
Mstep: Class 26 contains 39073 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 13818 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2724 members 
Mstep: Class 32 contains 37075 members 
Mstep: Class 33 contains 25741 members 
Mstep: Class 34 contains 749 members 
Mstep: Class 35 contains 15758 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 15744 members 
Mstep: Class 38 contains 36044 members 
Mstep: Class 39 contains 1077 members 
Mstep: Class 40 contains 515 members 
Mstep: Class 41 contains 680 members 
Mstep: Class 42 contains 48231 members 
Mstep: Class 43 contains 10834 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 917 members 
Mstep: Class 46 contains 39288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126636.000000 Penalty: 27087.138672
Iteration 101Q: 46 clusters Score -4.212664e+07 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 39860 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 22812 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55767 members 
Mstep: Class 14 contains 18652 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 26731 members 
Mstep: Class 20 contains 22865 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 7028 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 770 members 
Mstep: Class 25 contains 25099 members 
Mstep: Class 26 contains 43483 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 2713 members 
Mstep: Class 32 contains 39037 members 
Mstep: Class 33 contains 25630 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 17759 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 13005 members 
Mstep: Class 38 contains 32340 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 522 members 
Mstep: Class 41 contains 682 members 
Mstep: Class 42 contains 49095 members 
Mstep: Class 43 contains 10698 members 
Mstep: Class 44 contains 276 members 
Mstep: Class 45 contains 922 members 
Mstep: Class 46 contains 40978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42126628.000000 Penalty: 27087.138672
Iteration 102Q: 46 clusters Score -4.212663e+07 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4641 members 
Mstep: Class 5 contains 39098 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 6868 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 22743 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55824 members 
Mstep: Class 14 contains 16134 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 26708 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 7208 members 
Mstep: Class 23 contains 6802 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 23756 members 
Mstep: Class 26 contains 47574 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 13586 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2701 members 
Mstep: Class 32 contains 41071 members 
Mstep: Class 33 contains 25463 members 
Mstep: Class 34 contains 757 members 
Mstep: Class 35 contains 19967 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 10877 members 
Mstep: Class 38 contains 29543 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 532 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 49631 members 
Mstep: Class 43 contains 10555 members 
Mstep: Class 44 contains 268 members 
Mstep: Class 45 contains 925 members 
Mstep: Class 46 contains 41479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124532.000000 Penalty: 27087.138672
Iteration 103Q: 46 clusters Score -4.212453e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 39009 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 6872 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55751 members 
Mstep: Class 14 contains 14883 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 26693 members 
Mstep: Class 20 contains 23361 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 785 members 
Mstep: Class 25 contains 22630 members 
Mstep: Class 26 contains 49867 members 
Mstep: Class 27 contains 8513 members 
Mstep: Class 28 contains 13748 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 2687 members 
Mstep: Class 32 contains 42810 members 
Mstep: Class 33 contains 25298 members 
Mstep: Class 34 contains 759 members 
Mstep: Class 35 contains 22233 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 9772 members 
Mstep: Class 38 contains 27834 members 
Mstep: Class 39 contains 1080 members 
Mstep: Class 40 contains 541 members 
Mstep: Class 41 contains 679 members 
Mstep: Class 42 contains 49729 members 
Mstep: Class 43 contains 10430 members 
Mstep: Class 44 contains 262 members 
Mstep: Class 45 contains 923 members 
Mstep: Class 46 contains 41340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122136.000000 Penalty: 27087.138672
Iteration 104Q: 46 clusters Score -4.212214e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 39276 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 6865 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 20318 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55653 members 
Mstep: Class 14 contains 14550 members 
Mstep: Class 15 contains 876 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 26694 members 
Mstep: Class 20 contains 22844 members 
Mstep: Class 21 contains 422 members 
Mstep: Class 22 contains 7397 members 
Mstep: Class 23 contains 6766 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 21613 members 
Mstep: Class 26 contains 51118 members 
Mstep: Class 27 contains 8449 members 
Mstep: Class 28 contains 13999 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2683 members 
Mstep: Class 32 contains 44164 members 
Mstep: Class 33 contains 25137 members 
Mstep: Class 34 contains 766 members 
Mstep: Class 35 contains 24660 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 9252 members 
Mstep: Class 38 contains 26577 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 544 members 
Mstep: Class 41 contains 679 members 
Mstep: Class 42 contains 49435 members 
Mstep: Class 43 contains 10304 members 
Mstep: Class 44 contains 257 members 
Mstep: Class 45 contains 923 members 
Mstep: Class 46 contains 41628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120200.000000 Penalty: 27087.138672
Iteration 105Q: 46 clusters Score -4.21202e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 5 contains 39360 members 
Mstep: Class 6 contains 800 members 
Mstep: Class 7 contains 6859 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 2362 members 
Mstep: Class 11 contains 18697 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55528 members 
Mstep: Class 14 contains 14637 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 26713 members 
Mstep: Class 20 contains 22127 members 
Mstep: Class 21 contains 425 members 
Mstep: Class 22 contains 7427 members 
Mstep: Class 23 contains 6756 members 
Mstep: Class 24 contains 801 members 
Mstep: Class 25 contains 21361 members 
Mstep: Class 26 contains 51855 members 
Mstep: Class 27 contains 8399 members 
Mstep: Class 28 contains 14297 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2680 members 
Mstep: Class 32 contains 45344 members 
Mstep: Class 33 contains 25016 members 
Mstep: Class 34 contains 768 members 
Mstep: Class 35 contains 26602 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8937 members 
Mstep: Class 38 contains 25613 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 548 members 
Mstep: Class 41 contains 681 members 
Mstep: Class 42 contains 49023 members 
Mstep: Class 43 contains 10191 members 
Mstep: Class 44 contains 250 members 
Mstep: Class 45 contains 925 members 
Mstep: Class 46 contains 41959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118436.000000 Penalty: 27087.138672
Iteration 106Q: 46 clusters Score -4.211844e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 39242 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 6861 members 
Mstep: Class 8 contains 659 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 17526 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55383 members 
Mstep: Class 14 contains 14971 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 26750 members 
Mstep: Class 20 contains 21261 members 
Mstep: Class 21 contains 423 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 805 members 
Mstep: Class 25 contains 21535 members 
Mstep: Class 26 contains 52252 members 
Mstep: Class 27 contains 8355 members 
Mstep: Class 28 contains 14625 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2678 members 
Mstep: Class 32 contains 46472 members 
Mstep: Class 33 contains 24895 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 27884 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8734 members 
Mstep: Class 38 contains 24837 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 684 members 
Mstep: Class 42 contains 48602 members 
Mstep: Class 43 contains 10079 members 
Mstep: Class 44 contains 246 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 42269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117044.000000 Penalty: 27087.138672
Iteration 107Q: 46 clusters Score -4.211704e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 38975 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 17016 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55310 members 
Mstep: Class 14 contains 15392 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 20510 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 7434 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 806 members 
Mstep: Class 25 contains 21671 members 
Mstep: Class 26 contains 52443 members 
Mstep: Class 27 contains 8321 members 
Mstep: Class 28 contains 14947 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 2676 members 
Mstep: Class 32 contains 47259 members 
Mstep: Class 33 contains 24787 members 
Mstep: Class 34 contains 774 members 
Mstep: Class 35 contains 28655 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8645 members 
Mstep: Class 38 contains 24239 members 
Mstep: Class 39 contains 1076 members 
Mstep: Class 40 contains 548 members 
Mstep: Class 41 contains 686 members 
Mstep: Class 42 contains 48199 members 
Mstep: Class 43 contains 9988 members 
Mstep: Class 44 contains 242 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 42610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116228.000000 Penalty: 27087.138672
Iteration 108Q: 46 clusters Score -4.211623e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4641 members 
Mstep: Class 5 contains 38683 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 6863 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 2334 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55240 members 
Mstep: Class 14 contains 15892 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 26761 members 
Mstep: Class 20 contains 19881 members 
Mstep: Class 21 contains 423 members 
Mstep: Class 22 contains 7412 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 809 members 
Mstep: Class 25 contains 21819 members 
Mstep: Class 26 contains 52428 members 
Mstep: Class 27 contains 8278 members 
Mstep: Class 28 contains 15213 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2676 members 
Mstep: Class 32 contains 47842 members 
Mstep: Class 33 contains 24738 members 
Mstep: Class 34 contains 775 members 
Mstep: Class 35 contains 29139 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8591 members 
Mstep: Class 38 contains 23669 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 547 members 
Mstep: Class 41 contains 688 members 
Mstep: Class 42 contains 47846 members 
Mstep: Class 43 contains 9921 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 43019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116052.000000 Penalty: 27087.138672
Iteration 109Q: 46 clusters Score -4.211605e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 38379 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 3511 members 
Mstep: Class 10 contains 2329 members 
Mstep: Class 11 contains 16711 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55185 members 
Mstep: Class 14 contains 16406 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 26766 members 
Mstep: Class 20 contains 19355 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 7375 members 
Mstep: Class 23 contains 6787 members 
Mstep: Class 24 contains 811 members 
Mstep: Class 25 contains 21956 members 
Mstep: Class 26 contains 52336 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 15487 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 2675 members 
Mstep: Class 32 contains 48134 members 
Mstep: Class 33 contains 24689 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 29455 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8555 members 
Mstep: Class 38 contains 23284 members 
Mstep: Class 39 contains 1072 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 689 members 
Mstep: Class 42 contains 47551 members 
Mstep: Class 43 contains 9879 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 43391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115972.000000 Penalty: 27087.138672
Iteration 110Q: 46 clusters Score -4.211597e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 38000 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 8 contains 662 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55178 members 
Mstep: Class 14 contains 16907 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 26780 members 
Mstep: Class 20 contains 18907 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 7341 members 
Mstep: Class 23 contains 6800 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 22088 members 
Mstep: Class 26 contains 52209 members 
Mstep: Class 27 contains 8209 members 
Mstep: Class 28 contains 15764 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 48190 members 
Mstep: Class 33 contains 24618 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 29725 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8545 members 
Mstep: Class 38 contains 23046 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 549 members 
Mstep: Class 41 contains 697 members 
Mstep: Class 42 contains 47291 members 
Mstep: Class 43 contains 9820 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 43795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116036.000000 Penalty: 27087.138672
Iteration 111Q: 46 clusters Score -4.211604e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 37576 members 
Mstep: Class 6 contains 790 members 
Mstep: Class 7 contains 6846 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 16787 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55198 members 
Mstep: Class 14 contains 17473 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 26782 members 
Mstep: Class 20 contains 18527 members 
Mstep: Class 21 contains 415 members 
Mstep: Class 22 contains 7302 members 
Mstep: Class 23 contains 6796 members 
Mstep: Class 24 contains 806 members 
Mstep: Class 25 contains 22214 members 
Mstep: Class 26 contains 52069 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 16011 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3173 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 48063 members 
Mstep: Class 33 contains 24525 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 29957 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8546 members 
Mstep: Class 38 contains 22960 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 547 members 
Mstep: Class 41 contains 702 members 
Mstep: Class 42 contains 47003 members 
Mstep: Class 43 contains 9776 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 44193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117268.000000 Penalty: 27087.138672
Iteration 112Q: 46 clusters Score -4.211727e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 37233 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 2320 members 
Mstep: Class 11 contains 16915 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55185 members 
Mstep: Class 14 contains 18063 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 19 contains 26793 members 
Mstep: Class 20 contains 18226 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 6796 members 
Mstep: Class 24 contains 803 members 
Mstep: Class 25 contains 22289 members 
Mstep: Class 26 contains 51929 members 
Mstep: Class 27 contains 8148 members 
Mstep: Class 28 contains 16228 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 3173 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 47708 members 
Mstep: Class 33 contains 24399 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 30133 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8512 members 
Mstep: Class 38 contains 23055 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 544 members 
Mstep: Class 41 contains 702 members 
Mstep: Class 42 contains 46764 members 
Mstep: Class 43 contains 9740 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 923 members 
Mstep: Class 46 contains 44576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118092.000000 Penalty: 27087.138672
Iteration 113Q: 46 clusters Score -4.211809e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 36933 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 17076 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55151 members 
Mstep: Class 14 contains 18668 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2316 members 
Mstep: Class 19 contains 26832 members 
Mstep: Class 20 contains 17965 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 7237 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 804 members 
Mstep: Class 25 contains 22361 members 
Mstep: Class 26 contains 51710 members 
Mstep: Class 27 contains 8121 members 
Mstep: Class 28 contains 16484 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 47240 members 
Mstep: Class 33 contains 24258 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 30230 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8479 members 
Mstep: Class 38 contains 23245 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 545 members 
Mstep: Class 41 contains 701 members 
Mstep: Class 42 contains 46581 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 44883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119420.000000 Penalty: 27087.138672
Iteration 114Q: 46 clusters Score -4.211942e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 36591 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55113 members 
Mstep: Class 14 contains 19229 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 26869 members 
Mstep: Class 20 contains 17735 members 
Mstep: Class 21 contains 414 members 
Mstep: Class 22 contains 7204 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 804 members 
Mstep: Class 25 contains 22448 members 
Mstep: Class 26 contains 51470 members 
Mstep: Class 27 contains 8101 members 
Mstep: Class 28 contains 16753 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2660 members 
Mstep: Class 32 contains 46625 members 
Mstep: Class 33 contains 24162 members 
Mstep: Class 34 contains 780 members 
Mstep: Class 35 contains 30354 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8463 members 
Mstep: Class 38 contains 23513 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 546 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46419 members 
Mstep: Class 43 contains 9692 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 45219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120572.000000 Penalty: 27087.138672
Iteration 115Q: 46 clusters Score -4.212057e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 36333 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 2312 members 
Mstep: Class 11 contains 17412 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55111 members 
Mstep: Class 14 contains 19817 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 26890 members 
Mstep: Class 20 contains 17576 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 7172 members 
Mstep: Class 23 contains 6780 members 
Mstep: Class 24 contains 802 members 
Mstep: Class 25 contains 22433 members 
Mstep: Class 26 contains 51201 members 
Mstep: Class 27 contains 8069 members 
Mstep: Class 28 contains 17055 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 45867 members 
Mstep: Class 33 contains 24041 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 30469 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8417 members 
Mstep: Class 38 contains 23829 members 
Mstep: Class 39 contains 1075 members 
Mstep: Class 40 contains 547 members 
Mstep: Class 41 contains 700 members 
Mstep: Class 42 contains 46305 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 241 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 45544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121712.000000 Penalty: 27087.138672
Iteration 116Q: 46 clusters Score -4.212171e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4642 members 
Mstep: Class 5 contains 36170 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6796 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3513 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55126 members 
Mstep: Class 14 contains 20402 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2324 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 17461 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7142 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22354 members 
Mstep: Class 26 contains 50859 members 
Mstep: Class 27 contains 8038 members 
Mstep: Class 28 contains 17393 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2653 members 
Mstep: Class 32 contains 44796 members 
Mstep: Class 33 contains 23954 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 30560 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8365 members 
Mstep: Class 38 contains 24196 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 548 members 
Mstep: Class 41 contains 700 members 
Mstep: Class 42 contains 46239 members 
Mstep: Class 43 contains 9679 members 
Mstep: Class 44 contains 240 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 45995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123624.000000 Penalty: 27087.138672
Iteration 117Q: 46 clusters Score -4.212362e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 35983 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6793 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3508 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 17724 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55153 members 
Mstep: Class 14 contains 20938 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26927 members 
Mstep: Class 20 contains 17385 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7119 members 
Mstep: Class 23 contains 6797 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22261 members 
Mstep: Class 26 contains 50589 members 
Mstep: Class 27 contains 8015 members 
Mstep: Class 28 contains 17783 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2652 members 
Mstep: Class 32 contains 43481 members 
Mstep: Class 33 contains 23843 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 30668 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8303 members 
Mstep: Class 38 contains 24732 members 
Mstep: Class 39 contains 1073 members 
Mstep: Class 40 contains 549 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46173 members 
Mstep: Class 43 contains 9699 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42125416.000000 Penalty: 27087.138672
Iteration 118Q: 46 clusters Score -4.212542e+07 nChanged 6009
Entering ConstructFrom: 
Score: -42125416.000000 Penalty: 27087.138672
Entering ConstructFrom: 
Trying to split cluster 1 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -26700.564453 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -26700.56 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 448 members 
Entering Unmasked Estep 
Score: -26036.947266 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -26036.95 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -26442.384766 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -26442.38 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -26715.041016 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -26715.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -26859.957031 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -26859.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -26944.265625 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -26944.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -26973.748047 Penalty: 612.739563
	Iteration 5Q: 3 clusters Score -26973.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -26983.160156 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -26983.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -26986.728516 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -26986.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26989.712891 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -26989.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -26995.128906 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -26995.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -26998.179688 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -26998.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -27002.328125 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -27002.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -27006.521484 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -27006.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -27007.605469 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -27007.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27007.732422 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -27007.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -27007.732422 Penalty: 612.739563
	Iteration 15F: 3 clusters Score -27007.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Entering Unmasked Estep 
Score: -42125672.000000 Penalty: 27689.076172
Splitting cluster 1 changes total score from -42125416.000000 to -42125672.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -35660.761719 Penalty: 294.772186
	Iteration 0F: 2 clusters Score -35660.76 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 314 members 
Entering Unmasked Estep 
Score: -35097.035156 Penalty: 589.544373
	Iteration 0F: 3 clusters Score -35097.04 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35337.515625 Penalty: 589.544373
	Iteration 1F: 3 clusters Score -35337.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35414.511719 Penalty: 589.544373
	Iteration 2F: 3 clusters Score -35414.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35485.988281 Penalty: 589.544373
	Iteration 3F: 3 clusters Score -35485.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35558.933594 Penalty: 589.544373
	Iteration 4F: 3 clusters Score -35558.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35590.582031 Penalty: 589.544373
	Iteration 5Q: 3 clusters Score -35590.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -35604.257812 Penalty: 589.544373
	Iteration 6Q: 3 clusters Score -35604.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35620.488281 Penalty: 589.544373
	Iteration 7Q: 3 clusters Score -35620.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35628.507812 Penalty: 589.544373
	Iteration 8Q: 3 clusters Score -35628.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35636.406250 Penalty: 589.544373
	Iteration 9Q: 3 clusters Score -35636.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35639.460938 Penalty: 589.544373
	Iteration 10Q: 3 clusters Score -35639.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35642.816406 Penalty: 589.544373
	Iteration 11Q: 3 clusters Score -35642.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35647.773438 Penalty: 589.544373
	Iteration 12Q: 3 clusters Score -35647.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35650.121094 Penalty: 589.544373
	Iteration 13Q: 3 clusters Score -35650.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35653.761719 Penalty: 589.544373
	Iteration 14Q: 3 clusters Score -35653.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35656.355469 Penalty: 589.544373
	Iteration 15Q: 3 clusters Score -35656.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35657.246094 Penalty: 589.544373
	Iteration 16Q: 3 clusters Score -35657.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35660.066406 Penalty: 589.544373
	Iteration 17Q: 3 clusters Score -35660.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -35661.804688 Penalty: 589.544373
	Iteration 18Q: 3 clusters Score -35661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35666.378906 Penalty: 589.544373
	Iteration 19Q: 3 clusters Score -35666.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35666.804688 Penalty: 589.544373
	Iteration 20F: 3 clusters Score -35666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35667.164062 Penalty: 589.544373
	Iteration 21Q: 3 clusters Score -35667.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35667.550781 Penalty: 589.544373
	Iteration 22Q: 3 clusters Score -35667.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35669.847656 Penalty: 589.544373
	Iteration 23Q: 3 clusters Score -35669.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35669.992188 Penalty: 589.544373
	Iteration 24Q: 3 clusters Score -35669.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35669.992188 Penalty: 589.544373
	Iteration 25F: 3 clusters Score -35669.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 269 members 
Entering Unmasked Estep 
Score: -42125388.000000 Penalty: 28291.011719
Splitting cluster 2 changes total score from -42125416.000000 to -42125388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -12079.146484 Penalty: 287.266449
	Iteration 0F: 2 clusters Score -12079.15 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 290 members 
Entering Unmasked Estep 
Score: -11631.541992 Penalty: 574.532898
	Iteration 0F: 3 clusters Score -11631.54 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12220.194336 Penalty: 574.532898
	Iteration 1F: 3 clusters Score -12220.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12412.104492 Penalty: 574.532898
	Iteration 2F: 3 clusters Score -12412.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12506.945312 Penalty: 574.532898
	Iteration 3F: 3 clusters Score -12506.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12564.134766 Penalty: 574.532898
	Iteration 4Q: 3 clusters Score -12564.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12617.118164 Penalty: 574.532898
	Iteration 5Q: 3 clusters Score -12617.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12664.283203 Penalty: 574.532898
	Iteration 6Q: 3 clusters Score -12664.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -12693.464844 Penalty: 574.532898
	Iteration 7Q: 3 clusters Score -12693.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12708.172852 Penalty: 574.532898
	Iteration 8Q: 3 clusters Score -12708.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12726.172852 Penalty: 574.532898
	Iteration 9Q: 3 clusters Score -12726.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -12741.980469 Penalty: 574.532898
	Iteration 10Q: 3 clusters Score -12741.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12746.283203 Penalty: 574.532898
	Iteration 11Q: 3 clusters Score -12746.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -12752.504883 Penalty: 574.532898
	Iteration 12Q: 3 clusters Score -12752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12756.702148 Penalty: 574.532898
	Iteration 13Q: 3 clusters Score -12756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12760.640625 Penalty: 574.532898
	Iteration 14Q: 3 clusters Score -12760.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12763.767578 Penalty: 574.532898
	Iteration 15Q: 3 clusters Score -12763.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12765.643555 Penalty: 574.532898
	Iteration 16Q: 3 clusters Score -12765.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -12765.643555 Penalty: 574.532898
	Iteration 17F: 3 clusters Score -12765.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Entering Unmasked Estep 
Score: -42125908.000000 Penalty: 28291.011719
Splitting cluster 3 changes total score from -42125416.000000 to -42125908.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 4 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -331478.375000 Penalty: 384.063690
	Iteration 0F: 2 clusters Score -331478.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -328347.718750 Penalty: 768.127380
	Iteration 0F: 3 clusters Score -328347.7 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -329534.687500 Penalty: 768.127380
	Iteration 1F: 3 clusters Score -329534.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -329645.843750 Penalty: 768.127380
	Iteration 2F: 3 clusters Score -329645.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -329774.093750 Penalty: 768.127380
	Iteration 3Q: 3 clusters Score -329774.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -329898.812500 Penalty: 768.127380
	Iteration 4F: 3 clusters Score -329898.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -330002.750000 Penalty: 768.127380
	Iteration 5Q: 3 clusters Score -330002.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -330133.906250 Penalty: 768.127380
	Iteration 6Q: 3 clusters Score -330133.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -330298.156250 Penalty: 768.127380
	Iteration 7Q: 3 clusters Score -330298.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -330454.593750 Penalty: 768.127380
	Iteration 8Q: 3 clusters Score -330454.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -330578.312500 Penalty: 768.127380
	Iteration 9Q: 3 clusters Score -330578.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -330658.718750 Penalty: 768.127380
	Iteration 10Q: 3 clusters Score -330658.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -330761.062500 Penalty: 768.127380
	Iteration 11Q: 3 clusters Score -330761.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -330875.593750 Penalty: 768.127380
	Iteration 12Q: 3 clusters Score -330875.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -331004.875000 Penalty: 768.127380
	Iteration 13Q: 3 clusters Score -331004.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -331141.906250 Penalty: 768.127380
	Iteration 14Q: 3 clusters Score -331141.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -331273.156250 Penalty: 768.127380
	Iteration 15Q: 3 clusters Score -331273.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -331383.062500 Penalty: 768.127380
	Iteration 16Q: 3 clusters Score -331383.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -331537.593750 Penalty: 768.127380
	Iteration 17Q: 3 clusters Score -331537.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -331680.562500 Penalty: 768.127380
	Iteration 18Q: 3 clusters Score -331680.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -331768.531250 Penalty: 768.127380
	Iteration 19Q: 3 clusters Score -331768.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -331829.812500 Penalty: 768.127380
	Iteration 20F: 3 clusters Score -331829.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -331865.906250 Penalty: 768.127380
	Iteration 21Q: 3 clusters Score -331865.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -331886.312500 Penalty: 768.127380
	Iteration 22Q: 3 clusters Score -331886.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -331895.500000 Penalty: 768.127380
	Iteration 23Q: 3 clusters Score -331895.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -331905.250000 Penalty: 768.127380
	Iteration 24Q: 3 clusters Score -331905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -331912.781250 Penalty: 768.127380
	Iteration 25Q: 3 clusters Score -331912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -331918.593750 Penalty: 768.127380
	Iteration 26Q: 3 clusters Score -331918.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -331924.500000 Penalty: 768.127380
	Iteration 27Q: 3 clusters Score -331924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -331928.062500 Penalty: 768.127380
	Iteration 28Q: 3 clusters Score -331928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -331929.781250 Penalty: 768.127380
	Iteration 29Q: 3 clusters Score -331929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -331931.187500 Penalty: 768.127380
	Iteration 30Q: 3 clusters Score -331931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -331932.562500 Penalty: 768.127380
	Iteration 31Q: 3 clusters Score -331932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -331933.375000 Penalty: 768.127380
	Iteration 32Q: 3 clusters Score -331933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -331933.750000 Penalty: 768.127380
	Iteration 33Q: 3 clusters Score -331933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -331933.812500 Penalty: 768.127380
	Iteration 34Q: 3 clusters Score -331933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -331933.812500 Penalty: 768.127380
	Iteration 35F: 3 clusters Score -331933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Entering Unmasked Estep 
Score: -42126072.000000 Penalty: 28892.949219
Splitting cluster 4 changes total score from -42125416.000000 to -42126072.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 5 (35725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Entering Unmasked Estep 
Score: -2842270.750000 Penalty: 477.004089
	Iteration 0F: 2 clusters Score -2842271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2820664.250000 Penalty: 954.008179
	Iteration 0F: 3 clusters Score -2820664 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2831252.500000 Penalty: 954.008179
	Iteration 1F: 3 clusters Score -2831252 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2832114.000000 Penalty: 954.008179
	Iteration 2F: 3 clusters Score -2832114 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2833366.500000 Penalty: 954.008179
	Iteration 3F: 3 clusters Score -2833366 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -2835147.000000 Penalty: 954.008179
	Iteration 4F: 3 clusters Score -2835147 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -2837182.000000 Penalty: 954.008179
	Iteration 5F: 3 clusters Score -2837182 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -2838930.250000 Penalty: 954.008179
	Iteration 6F: 3 clusters Score -2838930 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -2840164.500000 Penalty: 954.008179
	Iteration 7Q: 3 clusters Score -2840164 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -2840851.250000 Penalty: 954.008179
	Iteration 8Q: 3 clusters Score -2840851 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -2841197.750000 Penalty: 954.008179
	Iteration 9Q: 3 clusters Score -2841198 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -2841375.250000 Penalty: 954.008179
	Iteration 10Q: 3 clusters Score -2841375 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -2841527.750000 Penalty: 954.008179
	Iteration 11Q: 3 clusters Score -2841528 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -2841605.250000 Penalty: 954.008179
	Iteration 12Q: 3 clusters Score -2841605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -2841663.750000 Penalty: 954.008179
	Iteration 13Q: 3 clusters Score -2841664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -2841701.000000 Penalty: 954.008179
	Iteration 14Q: 3 clusters Score -2841701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -2841724.250000 Penalty: 954.008179
	Iteration 15Q: 3 clusters Score -2841724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -2841753.250000 Penalty: 954.008179
	Iteration 16Q: 3 clusters Score -2841753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -2841760.250000 Penalty: 954.008179
	Iteration 17Q: 3 clusters Score -2841760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -2841779.000000 Penalty: 954.008179
	Iteration 18Q: 3 clusters Score -2841779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -2841789.750000 Penalty: 954.008179
	Iteration 19Q: 3 clusters Score -2841790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -2841800.750000 Penalty: 954.008179
	Iteration 20F: 3 clusters Score -2841801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -2841814.000000 Penalty: 954.008179
	Iteration 21Q: 3 clusters Score -2841814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -2841814.750000 Penalty: 954.008179
	Iteration 22Q: 3 clusters Score -2841815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -2841817.250000 Penalty: 954.008179
	Iteration 23Q: 3 clusters Score -2841817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -2841821.250000 Penalty: 954.008179
	Iteration 24Q: 3 clusters Score -2841821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -2841822.000000 Penalty: 954.008179
	Iteration 25Q: 3 clusters Score -2841822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -2841817.250000 Penalty: 954.008179
	Iteration 26Q: 3 clusters Score -2841817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -2841820.750000 Penalty: 954.008179
	Iteration 27Q: 3 clusters Score -2841821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -2841822.250000 Penalty: 954.008179
	Iteration 28Q: 3 clusters Score -2841822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -2841826.500000 Penalty: 954.008179
	Iteration 29Q: 3 clusters Score -2841826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -2841822.750000 Penalty: 954.008179
	Iteration 30Q: 3 clusters Score -2841823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -2841823.000000 Penalty: 954.008179
	Iteration 31Q: 3 clusters Score -2841823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -2841825.500000 Penalty: 954.008179
	Iteration 32Q: 3 clusters Score -2841826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2841825.000000 Penalty: 954.008179
	Iteration 33Q: 3 clusters Score -2841825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -2841831.250000 Penalty: 954.008179
	Iteration 34Q: 3 clusters Score -2841831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -2841830.250000 Penalty: 954.008179
	Iteration 35Q: 3 clusters Score -2841830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -2841831.750000 Penalty: 954.008179
	Iteration 36Q: 3 clusters Score -2841832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -2841832.750000 Penalty: 954.008179
	Iteration 37Q: 3 clusters Score -2841833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -2841833.750000 Penalty: 954.008179
	Iteration 38Q: 3 clusters Score -2841834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -2841833.750000 Penalty: 954.008179
	Iteration 39F: 3 clusters Score -2841834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -32195.648438 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -32195.65 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 372 members 
Entering Unmasked Estep 
Score: -31589.275391 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -31589.28 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32052.031250 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -32052.03 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32180.849609 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -32180.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -32257.402344 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -32257.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32289.052734 Penalty: 605.762085
	Iteration 4Q: 3 clusters Score -32289.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -32311.658203 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -32311.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -32348.753906 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -32348.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -32365.679688 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -32365.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32384.636719 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -32384.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -32399.765625 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -32399.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32407.087891 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -32407.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -32416.314453 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -32416.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -32431.355469 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -32431.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -32448.470703 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -32448.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32458.345703 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -32458.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -32461.849609 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -32461.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -32464.199219 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -32464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -32464.718750 Penalty: 605.762085
	Iteration 17Q: 3 clusters Score -32464.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -32464.853516 Penalty: 605.762085
	Iteration 18Q: 3 clusters Score -32464.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32465.394531 Penalty: 605.762085
	Iteration 19Q: 3 clusters Score -32465.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -32466.101562 Penalty: 605.762085
	Iteration 20F: 3 clusters Score -32466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Entering Unmasked Estep 
Score: -42126000.000000 Penalty: 29494.884766
Splitting cluster 6 changes total score from -42125416.000000 to -42126000.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 7 (6789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Entering Unmasked Estep 
Score: -527420.750000 Penalty: 401.449188
	Iteration 0F: 2 clusters Score -527420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -522820.593750 Penalty: 802.898376
	Iteration 0F: 3 clusters Score -522820.6 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -524596.687500 Penalty: 802.898376
	Iteration 1F: 3 clusters Score -524596.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -524763.750000 Penalty: 802.898376
	Iteration 2F: 3 clusters Score -524763.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -524929.437500 Penalty: 802.898376
	Iteration 3F: 3 clusters Score -524929.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -525103.875000 Penalty: 802.898376
	Iteration 4F: 3 clusters Score -525103.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -525267.562500 Penalty: 802.898376
	Iteration 5F: 3 clusters Score -525267.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -525384.000000 Penalty: 802.898376
	Iteration 6Q: 3 clusters Score -525384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -525486.750000 Penalty: 802.898376
	Iteration 7Q: 3 clusters Score -525486.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -525587.562500 Penalty: 802.898376
	Iteration 8Q: 3 clusters Score -525587.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -525690.250000 Penalty: 802.898376
	Iteration 9Q: 3 clusters Score -525690.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -525799.312500 Penalty: 802.898376
	Iteration 10Q: 3 clusters Score -525799.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -525942.062500 Penalty: 802.898376
	Iteration 11Q: 3 clusters Score -525942.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -526132.812500 Penalty: 802.898376
	Iteration 12Q: 3 clusters Score -526132.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -526355.000000 Penalty: 802.898376
	Iteration 13Q: 3 clusters Score -526355 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -526506.312500 Penalty: 802.898376
	Iteration 14Q: 3 clusters Score -526506.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -526598.812500 Penalty: 802.898376
	Iteration 15Q: 3 clusters Score -526598.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -526637.250000 Penalty: 802.898376
	Iteration 16Q: 3 clusters Score -526637.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -526665.187500 Penalty: 802.898376
	Iteration 17Q: 3 clusters Score -526665.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -526689.187500 Penalty: 802.898376
	Iteration 18Q: 3 clusters Score -526689.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -526706.812500 Penalty: 802.898376
	Iteration 19Q: 3 clusters Score -526706.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -526724.562500 Penalty: 802.898376
	Iteration 20F: 3 clusters Score -526724.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -526737.125000 Penalty: 802.898376
	Iteration 21Q: 3 clusters Score -526737.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -526745.000000 Penalty: 802.898376
	Iteration 22Q: 3 clusters Score -526745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -526751.750000 Penalty: 802.898376
	Iteration 23Q: 3 clusters Score -526751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -526757.187500 Penalty: 802.898376
	Iteration 24Q: 3 clusters Score -526757.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -526765.125000 Penalty: 802.898376
	Iteration 25Q: 3 clusters Score -526765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -526774.000000 Penalty: 802.898376
	Iteration 26Q: 3 clusters Score -526774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -526781.937500 Penalty: 802.898376
	Iteration 27Q: 3 clusters Score -526781.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -526789.875000 Penalty: 802.898376
	Iteration 28Q: 3 clusters Score -526789.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -526797.937500 Penalty: 802.898376
	Iteration 29Q: 3 clusters Score -526797.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -526808.187500 Penalty: 802.898376
	Iteration 30Q: 3 clusters Score -526808.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -526819.000000 Penalty: 802.898376
	Iteration 31Q: 3 clusters Score -526819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -526827.000000 Penalty: 802.898376
	Iteration 32Q: 3 clusters Score -526827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -526837.687500 Penalty: 802.898376
	Iteration 33Q: 3 clusters Score -526837.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -526848.937500 Penalty: 802.898376
	Iteration 34Q: 3 clusters Score -526848.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -526867.437500 Penalty: 802.898376
	Iteration 35Q: 3 clusters Score -526867.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -526891.875000 Penalty: 802.898376
	Iteration 36Q: 3 clusters Score -526891.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -526911.625000 Penalty: 802.898376
	Iteration 37Q: 3 clusters Score -526911.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -526927.437500 Penalty: 802.898376
	Iteration 38Q: 3 clusters Score -526927.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -526943.812500 Penalty: 802.898376
	Iteration 39Q: 3 clusters Score -526943.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -526959.312500 Penalty: 802.898376
	Iteration 40F: 3 clusters Score -526959.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -526972.750000 Penalty: 802.898376
	Iteration 41Q: 3 clusters Score -526972.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -526982.125000 Penalty: 802.898376
	Iteration 42Q: 3 clusters Score -526982.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -526991.062500 Penalty: 802.898376
	Iteration 43Q: 3 clusters Score -526991.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -526999.625000 Penalty: 802.898376
	Iteration 44Q: 3 clusters Score -526999.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -527008.250000 Penalty: 802.898376
	Iteration 45Q: 3 clusters Score -527008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -527015.187500 Penalty: 802.898376
	Iteration 46Q: 3 clusters Score -527015.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -527026.062500 Penalty: 802.898376
	Iteration 47Q: 3 clusters Score -527026.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -527036.312500 Penalty: 802.898376
	Iteration 48Q: 3 clusters Score -527036.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -527052.687500 Penalty: 802.898376
	Iteration 49Q: 3 clusters Score -527052.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -527068.312500 Penalty: 802.898376
	Iteration 50Q: 3 clusters Score -527068.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -527090.687500 Penalty: 802.898376
	Iteration 51Q: 3 clusters Score -527090.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -527109.437500 Penalty: 802.898376
	Iteration 52Q: 3 clusters Score -527109.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -527129.187500 Penalty: 802.898376
	Iteration 53Q: 3 clusters Score -527129.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -527142.125000 Penalty: 802.898376
	Iteration 54Q: 3 clusters Score -527142.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -527160.687500 Penalty: 802.898376
	Iteration 55Q: 3 clusters Score -527160.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -527183.875000 Penalty: 802.898376
	Iteration 56Q: 3 clusters Score -527183.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -527199.500000 Penalty: 802.898376
	Iteration 57Q: 3 clusters Score -527199.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -527213.875000 Penalty: 802.898376
	Iteration 58Q: 3 clusters Score -527213.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -527229.000000 Penalty: 802.898376
	Iteration 59Q: 3 clusters Score -527229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -527234.000000 Penalty: 802.898376
	Iteration 60F: 3 clusters Score -527234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -527239.312500 Penalty: 802.898376
	Iteration 61Q: 3 clusters Score -527239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -527240.687500 Penalty: 802.898376
	Iteration 62Q: 3 clusters Score -527240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -527241.750000 Penalty: 802.898376
	Iteration 63Q: 3 clusters Score -527241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -527241.937500 Penalty: 802.898376
	Iteration 64Q: 3 clusters Score -527241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -527242.250000 Penalty: 802.898376
	Iteration 65Q: 3 clusters Score -527242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -527241.750000 Penalty: 802.898376
	Iteration 66Q: 3 clusters Score -527241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -527241.750000 Penalty: 802.898376
	Iteration 67F: 3 clusters Score -527241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -39978.093750 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -39978.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -39407.062500 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -39407.06 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39680.785156 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -39680.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -39775.578125 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -39775.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -39875.773438 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -39875.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -39973.015625 Penalty: 591.753906
	Iteration 4F: 3 clusters Score -39973.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40049.058594 Penalty: 591.753906
	Iteration 5F: 3 clusters Score -40049.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40106.519531 Penalty: 591.753906
	Iteration 6F: 3 clusters Score -40106.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40139.292969 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -40139.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40149.175781 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -40149.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40154.820312 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -40154.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40156.929688 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -40156.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40163.019531 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -40163.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40169.632812 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -40169.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40174.250000 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -40174.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40176.839844 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -40176.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40178.957031 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -40178.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -40180.441406 Penalty: 591.753906
	Iteration 16Q: 3 clusters Score -40180.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40183.207031 Penalty: 591.753906
	Iteration 17Q: 3 clusters Score -40183.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40185.683594 Penalty: 591.753906
	Iteration 18Q: 3 clusters Score -40185.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40191.992188 Penalty: 591.753906
	Iteration 19Q: 3 clusters Score -40191.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40194.335938 Penalty: 591.753906
	Iteration 20F: 3 clusters Score -40194.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40197.992188 Penalty: 591.753906
	Iteration 21Q: 3 clusters Score -40197.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40200.625000 Penalty: 591.753906
	Iteration 22Q: 3 clusters Score -40200.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40205.222656 Penalty: 591.753906
	Iteration 23Q: 3 clusters Score -40205.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40219.804688 Penalty: 591.753906
	Iteration 24Q: 3 clusters Score -40219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40231.820312 Penalty: 591.753906
	Iteration 25Q: 3 clusters Score -40231.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40238.664062 Penalty: 591.753906
	Iteration 26Q: 3 clusters Score -40238.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40240.609375 Penalty: 591.753906
	Iteration 27Q: 3 clusters Score -40240.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40240.945312 Penalty: 591.753906
	Iteration 28Q: 3 clusters Score -40240.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40241.378906 Penalty: 591.753906
	Iteration 29Q: 3 clusters Score -40241.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40241.378906 Penalty: 591.753906
	Iteration 30F: 3 clusters Score -40241.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2333 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Entering Unmasked Estep 
Score: -42125972.000000 Penalty: 30096.822266
Splitting cluster 8 changes total score from -42125416.000000 to -42125972.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 9 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -260426.453125 Penalty: 371.251556
	Iteration 0F: 2 clusters Score -260426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -258023.906250 Penalty: 742.503113
	Iteration 0F: 3 clusters Score -258023.9 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -258816.812500 Penalty: 742.503113
	Iteration 1F: 3 clusters Score -258816.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -258926.718750 Penalty: 742.503113
	Iteration 2F: 3 clusters Score -258926.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -259052.375000 Penalty: 742.503113
	Iteration 3F: 3 clusters Score -259052.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -259181.562500 Penalty: 742.503113
	Iteration 4F: 3 clusters Score -259181.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -259343.921875 Penalty: 742.503113
	Iteration 5F: 3 clusters Score -259343.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259515.375000 Penalty: 742.503113
	Iteration 6F: 3 clusters Score -259515.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -259706.953125 Penalty: 742.503113
	Iteration 7F: 3 clusters Score -259707 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -259889.000000 Penalty: 742.503113
	Iteration 8F: 3 clusters Score -259889 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -260031.406250 Penalty: 742.503113
	Iteration 9Q: 3 clusters Score -260031.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -260108.531250 Penalty: 742.503113
	Iteration 10Q: 3 clusters Score -260108.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -260143.531250 Penalty: 742.503113
	Iteration 11Q: 3 clusters Score -260143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -260161.203125 Penalty: 742.503113
	Iteration 12Q: 3 clusters Score -260161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -260168.390625 Penalty: 742.503113
	Iteration 13Q: 3 clusters Score -260168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -260175.812500 Penalty: 742.503113
	Iteration 14Q: 3 clusters Score -260175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -260179.921875 Penalty: 742.503113
	Iteration 15Q: 3 clusters Score -260179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -260181.000000 Penalty: 742.503113
	Iteration 16Q: 3 clusters Score -260181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -260180.640625 Penalty: 742.503113
	Iteration 17Q: 3 clusters Score -260180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -260180.640625 Penalty: 742.503113
	Iteration 18F: 3 clusters Score -260180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -167302.437500 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -167302.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165677.078125 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -165677.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -166269.390625 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -166269.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -166361.859375 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -166361.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -166417.937500 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -166417.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -166455.578125 Penalty: 704.558594
	Iteration 4Q: 3 clusters Score -166455.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166485.140625 Penalty: 704.558594
	Iteration 5Q: 3 clusters Score -166485.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166518.296875 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -166518.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166547.796875 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -166547.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -166583.375000 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -166583.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -166622.671875 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -166622.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166664.406250 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -166664.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166700.312500 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -166700.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -166734.406250 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -166734.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166756.593750 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -166756.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -166773.843750 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -166773.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166795.109375 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -166795.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -166822.734375 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -166822.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -166844.750000 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -166844.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -166870.578125 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -166870.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -166889.437500 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -166889.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -166904.453125 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -166904.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -166916.031250 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -166916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -166926.265625 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -166926.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -166933.328125 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -166933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -166939.453125 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -166939.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -166952.921875 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -166952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -166970.640625 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -166970.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -166986.062500 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -166986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -167004.187500 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -167004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -167014.296875 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -167014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -167024.312500 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -167024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -167037.671875 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -167037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -167041.609375 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -167041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -167046.531250 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -167046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -167048.484375 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -167048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -167048.484375 Penalty: 704.558594
	Iteration 35F: 3 clusters Score -167048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Entering Unmasked Estep 
Score: -1439075.125000 Penalty: 445.576569
	Iteration 0F: 2 clusters Score -1439075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1427097.250000 Penalty: 891.153137
	Iteration 0F: 3 clusters Score -1427097 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1432213.875000 Penalty: 891.153137
	Iteration 1F: 3 clusters Score -1432214 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1432678.750000 Penalty: 891.153137
	Iteration 2F: 3 clusters Score -1432679 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1433285.625000 Penalty: 891.153137
	Iteration 3F: 3 clusters Score -1433286 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1434113.000000 Penalty: 891.153137
	Iteration 4F: 3 clusters Score -1434113 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1435026.250000 Penalty: 891.153137
	Iteration 5F: 3 clusters Score -1435026 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1435690.250000 Penalty: 891.153137
	Iteration 6F: 3 clusters Score -1435690 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1436025.625000 Penalty: 891.153137
	Iteration 7Q: 3 clusters Score -1436026 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1436184.000000 Penalty: 891.153137
	Iteration 8Q: 3 clusters Score -1436184 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1436294.250000 Penalty: 891.153137
	Iteration 9Q: 3 clusters Score -1436294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1436384.625000 Penalty: 891.153137
	Iteration 10Q: 3 clusters Score -1436385 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1436468.750000 Penalty: 891.153137
	Iteration 11Q: 3 clusters Score -1436469 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1436551.500000 Penalty: 891.153137
	Iteration 12Q: 3 clusters Score -1436552 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1436632.125000 Penalty: 891.153137
	Iteration 13Q: 3 clusters Score -1436632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1436716.375000 Penalty: 891.153137
	Iteration 14Q: 3 clusters Score -1436716 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1436803.125000 Penalty: 891.153137
	Iteration 15Q: 3 clusters Score -1436803 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1436906.625000 Penalty: 891.153137
	Iteration 16Q: 3 clusters Score -1436907 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1437038.875000 Penalty: 891.153137
	Iteration 17Q: 3 clusters Score -1437039 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1437194.375000 Penalty: 891.153137
	Iteration 18Q: 3 clusters Score -1437194 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1437369.625000 Penalty: 891.153137
	Iteration 19Q: 3 clusters Score -1437370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1437534.250000 Penalty: 891.153137
	Iteration 20F: 3 clusters Score -1437534 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1437680.250000 Penalty: 891.153137
	Iteration 21Q: 3 clusters Score -1437680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1437805.500000 Penalty: 891.153137
	Iteration 22Q: 3 clusters Score -1437806 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1437910.250000 Penalty: 891.153137
	Iteration 23Q: 3 clusters Score -1437910 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1437981.000000 Penalty: 891.153137
	Iteration 24Q: 3 clusters Score -1437981 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1438031.875000 Penalty: 891.153137
	Iteration 25Q: 3 clusters Score -1438032 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1438063.625000 Penalty: 891.153137
	Iteration 26Q: 3 clusters Score -1438064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1438090.875000 Penalty: 891.153137
	Iteration 27Q: 3 clusters Score -1438091 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1438119.875000 Penalty: 891.153137
	Iteration 28Q: 3 clusters Score -1438120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1438135.750000 Penalty: 891.153137
	Iteration 29Q: 3 clusters Score -1438136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1438157.750000 Penalty: 891.153137
	Iteration 30Q: 3 clusters Score -1438158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1438176.375000 Penalty: 891.153137
	Iteration 31Q: 3 clusters Score -1438176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1438196.875000 Penalty: 891.153137
	Iteration 32Q: 3 clusters Score -1438197 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1438208.625000 Penalty: 891.153137
	Iteration 33Q: 3 clusters Score -1438209 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1438231.875000 Penalty: 891.153137
	Iteration 34Q: 3 clusters Score -1438232 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1438243.250000 Penalty: 891.153137
	Iteration 35Q: 3 clusters Score -1438243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1438262.750000 Penalty: 891.153137
	Iteration 36Q: 3 clusters Score -1438263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1438274.125000 Penalty: 891.153137
	Iteration 37Q: 3 clusters Score -1438274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1438294.500000 Penalty: 891.153137
	Iteration 38Q: 3 clusters Score -1438294 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1438306.250000 Penalty: 891.153137
	Iteration 39Q: 3 clusters Score -1438306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1438316.625000 Penalty: 891.153137
	Iteration 40F: 3 clusters Score -1438317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1438334.500000 Penalty: 891.153137
	Iteration 41Q: 3 clusters Score -1438334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1438336.000000 Penalty: 891.153137
	Iteration 42Q: 3 clusters Score -1438336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1438339.750000 Penalty: 891.153137
	Iteration 43Q: 3 clusters Score -1438340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1438339.250000 Penalty: 891.153137
	Iteration 44Q: 3 clusters Score -1438339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1438339.625000 Penalty: 891.153137
	Iteration 45Q: 3 clusters Score -1438340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1438347.250000 Penalty: 891.153137
	Iteration 46Q: 3 clusters Score -1438347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1438353.000000 Penalty: 891.153137
	Iteration 47Q: 3 clusters Score -1438353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1438361.000000 Penalty: 891.153137
	Iteration 48Q: 3 clusters Score -1438361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1438362.625000 Penalty: 891.153137
	Iteration 49Q: 3 clusters Score -1438363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1438366.375000 Penalty: 891.153137
	Iteration 50Q: 3 clusters Score -1438366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1438370.125000 Penalty: 891.153137
	Iteration 51Q: 3 clusters Score -1438370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1438374.250000 Penalty: 891.153137
	Iteration 52Q: 3 clusters Score -1438374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1438375.875000 Penalty: 891.153137
	Iteration 53Q: 3 clusters Score -1438376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1438380.250000 Penalty: 891.153137
	Iteration 54Q: 3 clusters Score -1438380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1438379.875000 Penalty: 891.153137
	Iteration 55Q: 3 clusters Score -1438380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1438382.000000 Penalty: 891.153137
	Iteration 56Q: 3 clusters Score -1438382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1438384.500000 Penalty: 891.153137
	Iteration 57Q: 3 clusters Score -1438384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1438382.500000 Penalty: 891.153137
	Iteration 58Q: 3 clusters Score -1438382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1438382.375000 Penalty: 891.153137
	Iteration 59Q: 3 clusters Score -1438382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1438381.375000 Penalty: 891.153137
	Iteration 60F: 3 clusters Score -1438381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1438383.000000 Penalty: 891.153137
	Iteration 61Q: 3 clusters Score -1438383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1438383.750000 Penalty: 891.153137
	Iteration 62Q: 3 clusters Score -1438384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1438383.750000 Penalty: 891.153137
	Iteration 63F: 3 clusters Score -1438384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 114 members 
Entering Unmasked Estep 
Score: -16235.540039 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16235.54 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16318.978516 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16318.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16343.713867 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16343.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16348.473633 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16348.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16349.679688 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16349.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16350.643555 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16350.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16351.875977 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16351.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16352.894531 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16352.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16352.894531 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -16352.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Entering Unmasked Estep 
Score: -4221246.000000 Penalty: 496.774475
	Iteration 0F: 2 clusters Score -4221246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4189772.000000 Penalty: 993.548950
	Iteration 0F: 3 clusters Score -4189772 nChanged 26613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4207823.500000 Penalty: 993.548950
	Iteration 1F: 3 clusters Score -4207824 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4209815.500000 Penalty: 993.548950
	Iteration 2F: 3 clusters Score -4209816 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4212606.500000 Penalty: 993.548950
	Iteration 3F: 3 clusters Score -4212606 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4214981.500000 Penalty: 993.548950
	Iteration 4F: 3 clusters Score -4214982 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4215917.500000 Penalty: 993.548950
	Iteration 5Q: 3 clusters Score -4215918 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4216105.000000 Penalty: 993.548950
	Iteration 6Q: 3 clusters Score -4216105 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4216152.000000 Penalty: 993.548950
	Iteration 7Q: 3 clusters Score -4216152 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -4216190.000000 Penalty: 993.548950
	Iteration 8Q: 3 clusters Score -4216190 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4216195.000000 Penalty: 993.548950
	Iteration 9Q: 3 clusters Score -4216195 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4216202.500000 Penalty: 993.548950
	Iteration 10Q: 3 clusters Score -4216202 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4216212.000000 Penalty: 993.548950
	Iteration 11Q: 3 clusters Score -4216212 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4216183.000000 Penalty: 993.548950
	Iteration 12Q: 3 clusters Score -4216183 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4216178.000000 Penalty: 993.548950
	Iteration 13Q: 3 clusters Score -4216178 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4216205.500000 Penalty: 993.548950
	Iteration 14Q: 3 clusters Score -4216206 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4216165.500000 Penalty: 993.548950
	Iteration 15Q: 3 clusters Score -4216166 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4216140.000000 Penalty: 993.548950
	Iteration 16Q: 3 clusters Score -4216140 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4216149.500000 Penalty: 993.548950
	Iteration 17Q: 3 clusters Score -4216150 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -4216144.500000 Penalty: 993.548950
	Iteration 18Q: 3 clusters Score -4216144 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -4216130.500000 Penalty: 993.548950
	Iteration 19Q: 3 clusters Score -4216130 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4216158.000000 Penalty: 993.548950
	Iteration 20F: 3 clusters Score -4216158 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4216140.000000 Penalty: 993.548950
	Iteration 21Q: 3 clusters Score -4216140 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -4216166.000000 Penalty: 993.548950
	Iteration 22Q: 3 clusters Score -4216166 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -4216175.500000 Penalty: 993.548950
	Iteration 23Q: 3 clusters Score -4216176 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4216263.000000 Penalty: 993.548950
	Iteration 24Q: 3 clusters Score -4216263 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -4216342.500000 Penalty: 993.548950
	Iteration 25Q: 3 clusters Score -4216342 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4216401.000000 Penalty: 993.548950
	Iteration 26Q: 3 clusters Score -4216401 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4216512.000000 Penalty: 993.548950
	Iteration 27Q: 3 clusters Score -4216512 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4216696.500000 Penalty: 993.548950
	Iteration 28Q: 3 clusters Score -4216696 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4216881.000000 Penalty: 993.548950
	Iteration 29Q: 3 clusters Score -4216881 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4217106.000000 Penalty: 993.548950
	Iteration 30Q: 3 clusters Score -4217106 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -4217316.000000 Penalty: 993.548950
	Iteration 31Q: 3 clusters Score -4217316 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4217641.500000 Penalty: 993.548950
	Iteration 32Q: 3 clusters Score -4217642 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -4217940.000000 Penalty: 993.548950
	Iteration 33Q: 3 clusters Score -4217940 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -4218287.500000 Penalty: 993.548950
	Iteration 34Q: 3 clusters Score -4218288 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4218486.000000 Penalty: 993.548950
	Iteration 35Q: 3 clusters Score -4218486 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4218575.500000 Penalty: 993.548950
	Iteration 36Q: 3 clusters Score -4218576 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -4218660.500000 Penalty: 993.548950
	Iteration 37Q: 3 clusters Score -4218660 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -4218726.000000 Penalty: 993.548950
	Iteration 38Q: 3 clusters Score -4218726 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -4218775.500000 Penalty: 993.548950
	Iteration 39Q: 3 clusters Score -4218776 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -4218939.500000 Penalty: 993.548950
	Iteration 40F: 3 clusters Score -4218940 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -4219091.500000 Penalty: 993.548950
	Iteration 41Q: 3 clusters Score -4219092 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -4219317.000000 Penalty: 993.548950
	Iteration 42Q: 3 clusters Score -4219317 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -4219436.000000 Penalty: 993.548950
	Iteration 43Q: 3 clusters Score -4219436 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -4219530.000000 Penalty: 993.548950
	Iteration 44Q: 3 clusters Score -4219530 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -4219594.500000 Penalty: 993.548950
	Iteration 45Q: 3 clusters Score -4219594 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -4219681.000000 Penalty: 993.548950
	Iteration 46Q: 3 clusters Score -4219681 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -4219788.500000 Penalty: 993.548950
	Iteration 47Q: 3 clusters Score -4219788 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -4219766.500000 Penalty: 993.548950
	Iteration 48Q: 3 clusters Score -4219766 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -4219808.000000 Penalty: 993.548950
	Iteration 49Q: 3 clusters Score -4219808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -4219877.000000 Penalty: 993.548950
	Iteration 50Q: 3 clusters Score -4219877 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -4219922.000000 Penalty: 993.548950
	Iteration 51Q: 3 clusters Score -4219922 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -4219885.000000 Penalty: 993.548950
	Iteration 52Q: 3 clusters Score -4219885 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -4219934.000000 Penalty: 993.548950
	Iteration 53Q: 3 clusters Score -4219934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -4219980.500000 Penalty: 993.548950
	Iteration 54Q: 3 clusters Score -4219980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -4220021.500000 Penalty: 993.548950
	Iteration 55Q: 3 clusters Score -4220022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -4220013.500000 Penalty: 993.548950
	Iteration 56Q: 3 clusters Score -4220014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -4220056.000000 Penalty: 993.548950
	Iteration 57Q: 3 clusters Score -4220056 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -4220093.500000 Penalty: 993.548950
	Iteration 58Q: 3 clusters Score -4220094 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -4220070.000000 Penalty: 993.548950
	Iteration 59Q: 3 clusters Score -4220070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -4220022.500000 Penalty: 993.548950
	Iteration 60F: 3 clusters Score -4220022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -4220040.000000 Penalty: 993.548950
	Iteration 61Q: 3 clusters Score -4220040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -4220003.500000 Penalty: 993.548950
	Iteration 62Q: 3 clusters Score -4220004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -4220018.500000 Penalty: 993.548950
	Iteration 63Q: 3 clusters Score -4220018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -4220059.000000 Penalty: 993.548950
	Iteration 64Q: 3 clusters Score -4220059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -4220078.500000 Penalty: 993.548950
	Iteration 65Q: 3 clusters Score -4220078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -4220109.000000 Penalty: 993.548950
	Iteration 66Q: 3 clusters Score -4220109 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -4220143.500000 Penalty: 993.548950
	Iteration 67Q: 3 clusters Score -4220144 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -4220182.000000 Penalty: 993.548950
	Iteration 68Q: 3 clusters Score -4220182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -4220219.000000 Penalty: 993.548950
	Iteration 69Q: 3 clusters Score -4220219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -4220254.500000 Penalty: 993.548950
	Iteration 70Q: 3 clusters Score -4220254 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -4220279.000000 Penalty: 993.548950
	Iteration 71Q: 3 clusters Score -4220279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -4220289.500000 Penalty: 993.548950
	Iteration 72Q: 3 clusters Score -4220290 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -4220357.000000 Penalty: 993.548950
	Iteration 73Q: 3 clusters Score -4220357 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -4220326.000000 Penalty: 993.548950
	Iteration 74Q: 3 clusters Score -4220326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -4220371.000000 Penalty: 993.548950
	Iteration 75Q: 3 clusters Score -4220371 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -4220437.500000 Penalty: 993.548950
	Iteration 76Q: 3 clusters Score -4220438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -4220428.500000 Penalty: 993.548950
	Iteration 77Q: 3 clusters Score -4220428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -4220445.000000 Penalty: 993.548950
	Iteration 78Q: 3 clusters Score -4220445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -4220471.000000 Penalty: 993.548950
	Iteration 79Q: 3 clusters Score -4220471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -4220483.000000 Penalty: 993.548950
	Iteration 80F: 3 clusters Score -4220483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -4220509.500000 Penalty: 993.548950
	Iteration 81Q: 3 clusters Score -4220510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -4220533.000000 Penalty: 993.548950
	Iteration 82Q: 3 clusters Score -4220533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -4220545.000000 Penalty: 993.548950
	Iteration 83Q: 3 clusters Score -4220545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -4220541.500000 Penalty: 993.548950
	Iteration 84Q: 3 clusters Score -4220542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -4220534.000000 Penalty: 993.548950
	Iteration 85Q: 3 clusters Score -4220534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -4220532.500000 Penalty: 993.548950
	Iteration 86Q: 3 clusters Score -4220532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -4220564.500000 Penalty: 993.548950
	Iteration 87Q: 3 clusters Score -4220564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -4220555.000000 Penalty: 993.548950
	Iteration 88Q: 3 clusters Score -4220555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -4220563.500000 Penalty: 993.548950
	Iteration 89Q: 3 clusters Score -4220564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -4220573.000000 Penalty: 993.548950
	Iteration 90Q: 3 clusters Score -4220573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -4220596.500000 Penalty: 993.548950
	Iteration 91Q: 3 clusters Score -4220596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -4220615.000000 Penalty: 993.548950
	Iteration 92Q: 3 clusters Score -4220615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -4220622.500000 Penalty: 993.548950
	Iteration 93Q: 3 clusters Score -4220622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -4220636.500000 Penalty: 993.548950
	Iteration 94Q: 3 clusters Score -4220636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -4220637.000000 Penalty: 993.548950
	Iteration 95Q: 3 clusters Score -4220637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -4220653.500000 Penalty: 993.548950
	Iteration 96Q: 3 clusters Score -4220654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -4220652.500000 Penalty: 993.548950
	Iteration 97Q: 3 clusters Score -4220652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -4220649.500000 Penalty: 993.548950
	Iteration 98Q: 3 clusters Score -4220650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -4220670.000000 Penalty: 993.548950
	Iteration 99Q: 3 clusters Score -4220670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -4220693.000000 Penalty: 993.548950
	Iteration 100F: 3 clusters Score -4220693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -4220690.000000 Penalty: 993.548950
	Iteration 101Q: 3 clusters Score -4220690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -4220692.000000 Penalty: 993.548950
	Iteration 102Q: 3 clusters Score -4220692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -4220707.500000 Penalty: 993.548950
	Iteration 103Q: 3 clusters Score -4220708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -4220708.000000 Penalty: 993.548950
	Iteration 104Q: 3 clusters Score -4220708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -4220701.000000 Penalty: 993.548950
	Iteration 105Q: 3 clusters Score -4220701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -4220721.500000 Penalty: 993.548950
	Iteration 106Q: 3 clusters Score -4220722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -4220733.000000 Penalty: 993.548950
	Iteration 107Q: 3 clusters Score -4220733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -4220732.500000 Penalty: 993.548950
	Iteration 108Q: 3 clusters Score -4220732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -4220723.000000 Penalty: 993.548950
	Iteration 109Q: 3 clusters Score -4220723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -4220743.500000 Penalty: 993.548950
	Iteration 110Q: 3 clusters Score -4220744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -4220744.500000 Penalty: 993.548950
	Iteration 111Q: 3 clusters Score -4220744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -4220759.500000 Penalty: 993.548950
	Iteration 112Q: 3 clusters Score -4220760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -4220770.500000 Penalty: 993.548950
	Iteration 113Q: 3 clusters Score -4220770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -4220772.500000 Penalty: 993.548950
	Iteration 114Q: 3 clusters Score -4220772 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -4220769.000000 Penalty: 993.548950
	Iteration 115Q: 3 clusters Score -4220769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -4220763.000000 Penalty: 993.548950
	Iteration 116Q: 3 clusters Score -4220763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -4220789.000000 Penalty: 993.548950
	Iteration 117Q: 3 clusters Score -4220789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -4220802.500000 Penalty: 993.548950
	Iteration 118Q: 3 clusters Score -4220802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -4220806.500000 Penalty: 993.548950
	Iteration 119Q: 3 clusters Score -4220806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -4220805.000000 Penalty: 993.548950
	Iteration 120F: 3 clusters Score -4220805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -4220784.500000 Penalty: 993.548950
	Iteration 121Q: 3 clusters Score -4220784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -4220786.000000 Penalty: 993.548950
	Iteration 122Q: 3 clusters Score -4220786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -4220796.000000 Penalty: 993.548950
	Iteration 123Q: 3 clusters Score -4220796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -4220809.500000 Penalty: 993.548950
	Iteration 124Q: 3 clusters Score -4220810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -4220814.500000 Penalty: 993.548950
	Iteration 125Q: 3 clusters Score -4220814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -4220818.500000 Penalty: 993.548950
	Iteration 126Q: 3 clusters Score -4220818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -4220819.500000 Penalty: 993.548950
	Iteration 127Q: 3 clusters Score -4220820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -4220830.500000 Penalty: 993.548950
	Iteration 128Q: 3 clusters Score -4220830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -4220830.000000 Penalty: 993.548950
	Iteration 129Q: 3 clusters Score -4220830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -4220827.500000 Penalty: 993.548950
	Iteration 130Q: 3 clusters Score -4220828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -4220818.000000 Penalty: 993.548950
	Iteration 131Q: 3 clusters Score -4220818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -4220815.000000 Penalty: 993.548950
	Iteration 132Q: 3 clusters Score -4220815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -4220817.500000 Penalty: 993.548950
	Iteration 133Q: 3 clusters Score -4220818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -4220814.500000 Penalty: 993.548950
	Iteration 134Q: 3 clusters Score -4220814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -4220815.500000 Penalty: 993.548950
	Iteration 135Q: 3 clusters Score -4220816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -4220820.500000 Penalty: 993.548950
	Iteration 136Q: 3 clusters Score -4220820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -4220823.500000 Penalty: 993.548950
	Iteration 137Q: 3 clusters Score -4220824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -4220824.500000 Penalty: 993.548950
	Iteration 138Q: 3 clusters Score -4220824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -4220820.000000 Penalty: 993.548950
	Iteration 139Q: 3 clusters Score -4220820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -4220827.000000 Penalty: 993.548950
	Iteration 140F: 3 clusters Score -4220827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -4220825.000000 Penalty: 993.548950
	Iteration 141Q: 3 clusters Score -4220825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -4220822.500000 Penalty: 993.548950
	Iteration 142Q: 3 clusters Score -4220822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -4220826.000000 Penalty: 993.548950
	Iteration 143Q: 3 clusters Score -4220826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -4220828.000000 Penalty: 993.548950
	Iteration 144Q: 3 clusters Score -4220828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -4220823.500000 Penalty: 993.548950
	Iteration 145Q: 3 clusters Score -4220824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -4220823.500000 Penalty: 993.548950
	Iteration 146F: 3 clusters Score -4220824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Entering Unmasked Estep 
Score: -1734175.250000 Penalty: 453.806061
	Iteration 0F: 2 clusters Score -1734175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1720105.125000 Penalty: 907.612122
	Iteration 0F: 3 clusters Score -1720105 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1725947.375000 Penalty: 907.612122
	Iteration 1F: 3 clusters Score -1725947 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1726404.125000 Penalty: 907.612122
	Iteration 2F: 3 clusters Score -1726404 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1727080.125000 Penalty: 907.612122
	Iteration 3F: 3 clusters Score -1727080 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1727992.750000 Penalty: 907.612122
	Iteration 4F: 3 clusters Score -1727993 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1729168.000000 Penalty: 907.612122
	Iteration 5F: 3 clusters Score -1729168 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1730396.500000 Penalty: 907.612122
	Iteration 6F: 3 clusters Score -1730396 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1731418.625000 Penalty: 907.612122
	Iteration 7F: 3 clusters Score -1731419 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1732091.375000 Penalty: 907.612122
	Iteration 8Q: 3 clusters Score -1732091 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1732612.125000 Penalty: 907.612122
	Iteration 9Q: 3 clusters Score -1732612 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1733042.000000 Penalty: 907.612122
	Iteration 10Q: 3 clusters Score -1733042 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1733331.625000 Penalty: 907.612122
	Iteration 11Q: 3 clusters Score -1733332 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1733501.750000 Penalty: 907.612122
	Iteration 12Q: 3 clusters Score -1733502 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1733630.125000 Penalty: 907.612122
	Iteration 13Q: 3 clusters Score -1733630 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -1733741.000000 Penalty: 907.612122
	Iteration 14Q: 3 clusters Score -1733741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1733813.125000 Penalty: 907.612122
	Iteration 15Q: 3 clusters Score -1733813 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1733859.125000 Penalty: 907.612122
	Iteration 16Q: 3 clusters Score -1733859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1733888.000000 Penalty: 907.612122
	Iteration 17Q: 3 clusters Score -1733888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1733906.000000 Penalty: 907.612122
	Iteration 18Q: 3 clusters Score -1733906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1733916.500000 Penalty: 907.612122
	Iteration 19Q: 3 clusters Score -1733916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1733929.125000 Penalty: 907.612122
	Iteration 20F: 3 clusters Score -1733929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1733938.625000 Penalty: 907.612122
	Iteration 21Q: 3 clusters Score -1733939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1733957.500000 Penalty: 907.612122
	Iteration 22Q: 3 clusters Score -1733958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1733965.875000 Penalty: 907.612122
	Iteration 23Q: 3 clusters Score -1733966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1733970.875000 Penalty: 907.612122
	Iteration 24Q: 3 clusters Score -1733971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1733972.750000 Penalty: 907.612122
	Iteration 25Q: 3 clusters Score -1733973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1733976.250000 Penalty: 907.612122
	Iteration 26Q: 3 clusters Score -1733976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -1733981.250000 Penalty: 907.612122
	Iteration 27Q: 3 clusters Score -1733981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1733984.375000 Penalty: 907.612122
	Iteration 28Q: 3 clusters Score -1733984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1733983.500000 Penalty: 907.612122
	Iteration 29Q: 3 clusters Score -1733984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1733986.000000 Penalty: 907.612122
	Iteration 30Q: 3 clusters Score -1733986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1733987.625000 Penalty: 907.612122
	Iteration 31Q: 3 clusters Score -1733988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -1733987.500000 Penalty: 907.612122
	Iteration 32Q: 3 clusters Score -1733988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1733987.500000 Penalty: 907.612122
	Iteration 33Q: 3 clusters Score -1733988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -1733987.500000 Penalty: 907.612122
	Iteration 34Q: 3 clusters Score -1733988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1733988.125000 Penalty: 907.612122
	Iteration 35Q: 3 clusters Score -1733988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1733990.500000 Penalty: 907.612122
	Iteration 36Q: 3 clusters Score -1733990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1733991.375000 Penalty: 907.612122
	Iteration 37Q: 3 clusters Score -1733991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1733990.250000 Penalty: 907.612122
	Iteration 38Q: 3 clusters Score -1733990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -1733990.250000 Penalty: 907.612122
	Iteration 39F: 3 clusters Score -1733990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -62547.437500 Penalty: 308.227173
	Iteration 0F: 2 clusters Score -62547.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -61828.875000 Penalty: 616.454346
	Iteration 0F: 3 clusters Score -61828.88 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -62120.980469 Penalty: 616.454346
	Iteration 1F: 3 clusters Score -62120.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62204.316406 Penalty: 616.454346
	Iteration 2F: 3 clusters Score -62204.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -62258.492188 Penalty: 616.454346
	Iteration 3F: 3 clusters Score -62258.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62285.605469 Penalty: 616.454346
	Iteration 4Q: 3 clusters Score -62285.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -62296.265625 Penalty: 616.454346
	Iteration 5Q: 3 clusters Score -62296.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -62301.531250 Penalty: 616.454346
	Iteration 6Q: 3 clusters Score -62301.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -62306.683594 Penalty: 616.454346
	Iteration 7Q: 3 clusters Score -62306.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -62309.218750 Penalty: 616.454346
	Iteration 8Q: 3 clusters Score -62309.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -62310.984375 Penalty: 616.454346
	Iteration 9Q: 3 clusters Score -62310.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -62312.140625 Penalty: 616.454346
	Iteration 10Q: 3 clusters Score -62312.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62315.625000 Penalty: 616.454346
	Iteration 11Q: 3 clusters Score -62315.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -62316.777344 Penalty: 616.454346
	Iteration 12Q: 3 clusters Score -62316.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -62316.777344 Penalty: 616.454346
	Iteration 13F: 3 clusters Score -62316.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -30043.226562 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -30043.23 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 227 members 
Entering Unmasked Estep 
Score: -29596.865234 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -29596.87 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29713.740234 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -29713.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29739.992188 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -29739.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29755.349609 Penalty: 555.129028
	Iteration 3Q: 3 clusters Score -29755.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29768.341797 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -29768.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29779.507812 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -29779.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29795.982422 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -29795.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29819.126953 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -29819.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29834.685547 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -29834.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29855.908203 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -29855.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29870.236328 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -29870.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29886.189453 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -29886.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29892.714844 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -29892.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29900.429688 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -29900.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29906.976562 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -29906.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29910.490234 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -29910.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29914.845703 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -29914.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29918.681641 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -29918.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29923.687500 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -29923.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29932.148438 Penalty: 555.129028
	Iteration 19Q: 3 clusters Score -29932.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29940.257812 Penalty: 555.129028
	Iteration 20F: 3 clusters Score -29940.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29947.263672 Penalty: 555.129028
	Iteration 21Q: 3 clusters Score -29947.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29949.871094 Penalty: 555.129028
	Iteration 22Q: 3 clusters Score -29949.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29954.585938 Penalty: 555.129028
	Iteration 23Q: 3 clusters Score -29954.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29955.638672 Penalty: 555.129028
	Iteration 24Q: 3 clusters Score -29955.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29955.638672 Penalty: 555.129028
	Iteration 25F: 3 clusters Score -29955.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -159886.187500 Penalty: 352.848419
	Iteration 0F: 2 clusters Score -159886.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -158193.890625 Penalty: 705.696838
	Iteration 0F: 3 clusters Score -158193.9 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -158942.437500 Penalty: 705.696838
	Iteration 1F: 3 clusters Score -158942.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -159078.359375 Penalty: 705.696838
	Iteration 2F: 3 clusters Score -159078.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -159183.343750 Penalty: 705.696838
	Iteration 3F: 3 clusters Score -159183.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -159261.484375 Penalty: 705.696838
	Iteration 4F: 3 clusters Score -159261.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -159314.203125 Penalty: 705.696838
	Iteration 5Q: 3 clusters Score -159314.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -159362.609375 Penalty: 705.696838
	Iteration 6Q: 3 clusters Score -159362.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -159409.734375 Penalty: 705.696838
	Iteration 7Q: 3 clusters Score -159409.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -159456.890625 Penalty: 705.696838
	Iteration 8Q: 3 clusters Score -159456.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -159501.312500 Penalty: 705.696838
	Iteration 9Q: 3 clusters Score -159501.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -159557.562500 Penalty: 705.696838
	Iteration 10Q: 3 clusters Score -159557.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -159619.937500 Penalty: 705.696838
	Iteration 11Q: 3 clusters Score -159619.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -159665.718750 Penalty: 705.696838
	Iteration 12Q: 3 clusters Score -159665.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -159698.906250 Penalty: 705.696838
	Iteration 13Q: 3 clusters Score -159698.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -159720.859375 Penalty: 705.696838
	Iteration 14Q: 3 clusters Score -159720.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -159729.953125 Penalty: 705.696838
	Iteration 15Q: 3 clusters Score -159730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -159739.859375 Penalty: 705.696838
	Iteration 16Q: 3 clusters Score -159739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -159748.453125 Penalty: 705.696838
	Iteration 17Q: 3 clusters Score -159748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -159749.968750 Penalty: 705.696838
	Iteration 18Q: 3 clusters Score -159750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -159751.687500 Penalty: 705.696838
	Iteration 19Q: 3 clusters Score -159751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -159758.593750 Penalty: 705.696838
	Iteration 20F: 3 clusters Score -159758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -159766.968750 Penalty: 705.696838
	Iteration 21Q: 3 clusters Score -159767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -159780.906250 Penalty: 705.696838
	Iteration 22Q: 3 clusters Score -159780.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -159795.984375 Penalty: 705.696838
	Iteration 23Q: 3 clusters Score -159796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -159812.828125 Penalty: 705.696838
	Iteration 24Q: 3 clusters Score -159812.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -159826.953125 Penalty: 705.696838
	Iteration 25Q: 3 clusters Score -159827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -159836.593750 Penalty: 705.696838
	Iteration 26Q: 3 clusters Score -159836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -159845.359375 Penalty: 705.696838
	Iteration 27Q: 3 clusters Score -159845.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -159857.875000 Penalty: 705.696838
	Iteration 28Q: 3 clusters Score -159857.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -159892.296875 Penalty: 705.696838
	Iteration 29Q: 3 clusters Score -159892.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -159935.937500 Penalty: 705.696838
	Iteration 30Q: 3 clusters Score -159935.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -159967.000000 Penalty: 705.696838
	Iteration 31Q: 3 clusters Score -159967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -159986.031250 Penalty: 705.696838
	Iteration 32Q: 3 clusters Score -159986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -160006.203125 Penalty: 705.696838
	Iteration 33Q: 3 clusters Score -160006.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -160027.218750 Penalty: 705.696838
	Iteration 34Q: 3 clusters Score -160027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -160051.062500 Penalty: 705.696838
	Iteration 35Q: 3 clusters Score -160051.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -160076.515625 Penalty: 705.696838
	Iteration 36Q: 3 clusters Score -160076.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -160107.484375 Penalty: 705.696838
	Iteration 37Q: 3 clusters Score -160107.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -160144.468750 Penalty: 705.696838
	Iteration 38Q: 3 clusters Score -160144.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -160188.296875 Penalty: 705.696838
	Iteration 39Q: 3 clusters Score -160188.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -160244.546875 Penalty: 705.696838
	Iteration 40F: 3 clusters Score -160244.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -160312.937500 Penalty: 705.696838
	Iteration 41Q: 3 clusters Score -160312.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -160364.578125 Penalty: 705.696838
	Iteration 42Q: 3 clusters Score -160364.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -160404.343750 Penalty: 705.696838
	Iteration 43Q: 3 clusters Score -160404.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -160432.046875 Penalty: 705.696838
	Iteration 44Q: 3 clusters Score -160432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -160442.265625 Penalty: 705.696838
	Iteration 45Q: 3 clusters Score -160442.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -160445.265625 Penalty: 705.696838
	Iteration 46Q: 3 clusters Score -160445.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -160446.593750 Penalty: 705.696838
	Iteration 47Q: 3 clusters Score -160446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -160447.031250 Penalty: 705.696838
	Iteration 48Q: 3 clusters Score -160447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -160447.531250 Penalty: 705.696838
	Iteration 49Q: 3 clusters Score -160447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -160448.171875 Penalty: 705.696838
	Iteration 50Q: 3 clusters Score -160448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -160448.281250 Penalty: 705.696838
	Iteration 51Q: 3 clusters Score -160448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -160448.281250 Penalty: 705.696838
	Iteration 52F: 3 clusters Score -160448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 411 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Entering Unmasked Estep 
Score: -42126204.000000 Penalty: 30698.757812
Splitting cluster 18 changes total score from -42125416.000000 to -42126204.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 19 (26955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Entering Unmasked Estep 
Score: -2013006.125000 Penalty: 464.187561
	Iteration 0F: 2 clusters Score -2013006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1995054.625000 Penalty: 928.375122
	Iteration 0F: 3 clusters Score -1995055 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2004332.375000 Penalty: 928.375122
	Iteration 1F: 3 clusters Score -2004332 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2005969.500000 Penalty: 928.375122
	Iteration 2F: 3 clusters Score -2005970 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2007499.375000 Penalty: 928.375122
	Iteration 3F: 3 clusters Score -2007499 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2008616.375000 Penalty: 928.375122
	Iteration 4F: 3 clusters Score -2008616 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2009322.750000 Penalty: 928.375122
	Iteration 5F: 3 clusters Score -2009323 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2009788.125000 Penalty: 928.375122
	Iteration 6Q: 3 clusters Score -2009788 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2010072.750000 Penalty: 928.375122
	Iteration 7Q: 3 clusters Score -2010073 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2010263.875000 Penalty: 928.375122
	Iteration 8Q: 3 clusters Score -2010264 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2010394.250000 Penalty: 928.375122
	Iteration 9Q: 3 clusters Score -2010394 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2010541.000000 Penalty: 928.375122
	Iteration 10Q: 3 clusters Score -2010541 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2010686.500000 Penalty: 928.375122
	Iteration 11Q: 3 clusters Score -2010686 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2010845.625000 Penalty: 928.375122
	Iteration 12Q: 3 clusters Score -2010846 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2011023.250000 Penalty: 928.375122
	Iteration 13Q: 3 clusters Score -2011023 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2011248.250000 Penalty: 928.375122
	Iteration 14Q: 3 clusters Score -2011248 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2011494.875000 Penalty: 928.375122
	Iteration 15Q: 3 clusters Score -2011495 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2011779.500000 Penalty: 928.375122
	Iteration 16Q: 3 clusters Score -2011780 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2011958.000000 Penalty: 928.375122
	Iteration 17Q: 3 clusters Score -2011958 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2012094.375000 Penalty: 928.375122
	Iteration 18Q: 3 clusters Score -2012094 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2012180.500000 Penalty: 928.375122
	Iteration 19Q: 3 clusters Score -2012180 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2012241.000000 Penalty: 928.375122
	Iteration 20F: 3 clusters Score -2012241 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2012275.125000 Penalty: 928.375122
	Iteration 21Q: 3 clusters Score -2012275 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2012298.000000 Penalty: 928.375122
	Iteration 22Q: 3 clusters Score -2012298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2012309.375000 Penalty: 928.375122
	Iteration 23Q: 3 clusters Score -2012309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2012327.125000 Penalty: 928.375122
	Iteration 24Q: 3 clusters Score -2012327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2012336.500000 Penalty: 928.375122
	Iteration 25Q: 3 clusters Score -2012336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2012345.000000 Penalty: 928.375122
	Iteration 26Q: 3 clusters Score -2012345 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2012351.000000 Penalty: 928.375122
	Iteration 27Q: 3 clusters Score -2012351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2012350.750000 Penalty: 928.375122
	Iteration 28Q: 3 clusters Score -2012351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2012357.625000 Penalty: 928.375122
	Iteration 29Q: 3 clusters Score -2012358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2012360.500000 Penalty: 928.375122
	Iteration 30Q: 3 clusters Score -2012360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2012365.125000 Penalty: 928.375122
	Iteration 31Q: 3 clusters Score -2012365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2012366.625000 Penalty: 928.375122
	Iteration 32Q: 3 clusters Score -2012367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2012370.750000 Penalty: 928.375122
	Iteration 33Q: 3 clusters Score -2012371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2012368.750000 Penalty: 928.375122
	Iteration 34Q: 3 clusters Score -2012369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2012371.375000 Penalty: 928.375122
	Iteration 35Q: 3 clusters Score -2012371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2012373.250000 Penalty: 928.375122
	Iteration 36Q: 3 clusters Score -2012373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2012372.125000 Penalty: 928.375122
	Iteration 37Q: 3 clusters Score -2012372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2012372.250000 Penalty: 928.375122
	Iteration 38Q: 3 clusters Score -2012372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2012378.500000 Penalty: 928.375122
	Iteration 39Q: 3 clusters Score -2012378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2012376.625000 Penalty: 928.375122
	Iteration 40F: 3 clusters Score -2012377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2012379.125000 Penalty: 928.375122
	Iteration 41Q: 3 clusters Score -2012379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2012379.750000 Penalty: 928.375122
	Iteration 42Q: 3 clusters Score -2012380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2012381.125000 Penalty: 928.375122
	Iteration 43Q: 3 clusters Score -2012381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2012381.375000 Penalty: 928.375122
	Iteration 44Q: 3 clusters Score -2012381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2012380.000000 Penalty: 928.375122
	Iteration 45Q: 3 clusters Score -2012380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2012380.500000 Penalty: 928.375122
	Iteration 46Q: 3 clusters Score -2012380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2012383.125000 Penalty: 928.375122
	Iteration 47Q: 3 clusters Score -2012383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -2012380.125000 Penalty: 928.375122
	Iteration 48Q: 3 clusters Score -2012380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2012383.125000 Penalty: 928.375122
	Iteration 49Q: 3 clusters Score -2012383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2012385.375000 Penalty: 928.375122
	Iteration 50Q: 3 clusters Score -2012385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2012385.375000 Penalty: 928.375122
	Iteration 51Q: 3 clusters Score -2012385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2012386.125000 Penalty: 928.375122
	Iteration 52Q: 3 clusters Score -2012386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2012383.875000 Penalty: 928.375122
	Iteration 53Q: 3 clusters Score -2012384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2012383.875000 Penalty: 928.375122
	Iteration 54F: 3 clusters Score -2012384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Entering Unmasked Estep 
Score: -1376058.625000 Penalty: 444.246124
	Iteration 0F: 2 clusters Score -1376059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1364551.250000 Penalty: 888.492249
	Iteration 0F: 3 clusters Score -1364551 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1369263.250000 Penalty: 888.492249
	Iteration 1F: 3 clusters Score -1369263 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1369443.000000 Penalty: 888.492249
	Iteration 2Q: 3 clusters Score -1369443 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1369612.125000 Penalty: 888.492249
	Iteration 3Q: 3 clusters Score -1369612 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1369779.125000 Penalty: 888.492249
	Iteration 4Q: 3 clusters Score -1369779 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1369940.000000 Penalty: 888.492249
	Iteration 5Q: 3 clusters Score -1369940 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1370094.000000 Penalty: 888.492249
	Iteration 6Q: 3 clusters Score -1370094 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1370224.625000 Penalty: 888.492249
	Iteration 7Q: 3 clusters Score -1370225 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1370336.875000 Penalty: 888.492249
	Iteration 8Q: 3 clusters Score -1370337 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1370417.000000 Penalty: 888.492249
	Iteration 9Q: 3 clusters Score -1370417 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1370480.000000 Penalty: 888.492249
	Iteration 10Q: 3 clusters Score -1370480 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1370525.750000 Penalty: 888.492249
	Iteration 11Q: 3 clusters Score -1370526 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1370565.500000 Penalty: 888.492249
	Iteration 12Q: 3 clusters Score -1370566 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1370596.875000 Penalty: 888.492249
	Iteration 13Q: 3 clusters Score -1370597 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1370631.500000 Penalty: 888.492249
	Iteration 14Q: 3 clusters Score -1370632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1370668.250000 Penalty: 888.492249
	Iteration 15Q: 3 clusters Score -1370668 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1370715.375000 Penalty: 888.492249
	Iteration 16Q: 3 clusters Score -1370715 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1370778.375000 Penalty: 888.492249
	Iteration 17Q: 3 clusters Score -1370778 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1370888.875000 Penalty: 888.492249
	Iteration 18Q: 3 clusters Score -1370889 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1371064.750000 Penalty: 888.492249
	Iteration 19Q: 3 clusters Score -1371065 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1371369.250000 Penalty: 888.492249
	Iteration 20F: 3 clusters Score -1371369 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1371824.625000 Penalty: 888.492249
	Iteration 21Q: 3 clusters Score -1371825 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1372473.125000 Penalty: 888.492249
	Iteration 22Q: 3 clusters Score -1372473 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1373145.625000 Penalty: 888.492249
	Iteration 23Q: 3 clusters Score -1373146 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1373615.625000 Penalty: 888.492249
	Iteration 24Q: 3 clusters Score -1373616 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1373931.500000 Penalty: 888.492249
	Iteration 25Q: 3 clusters Score -1373932 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1374196.250000 Penalty: 888.492249
	Iteration 26Q: 3 clusters Score -1374196 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1374426.000000 Penalty: 888.492249
	Iteration 27Q: 3 clusters Score -1374426 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1374666.000000 Penalty: 888.492249
	Iteration 28Q: 3 clusters Score -1374666 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1374876.875000 Penalty: 888.492249
	Iteration 29Q: 3 clusters Score -1374877 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1375102.250000 Penalty: 888.492249
	Iteration 30Q: 3 clusters Score -1375102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1375275.625000 Penalty: 888.492249
	Iteration 31Q: 3 clusters Score -1375276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1375423.125000 Penalty: 888.492249
	Iteration 32Q: 3 clusters Score -1375423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1375507.875000 Penalty: 888.492249
	Iteration 33Q: 3 clusters Score -1375508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1375579.125000 Penalty: 888.492249
	Iteration 34Q: 3 clusters Score -1375579 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1375622.250000 Penalty: 888.492249
	Iteration 35Q: 3 clusters Score -1375622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1375646.250000 Penalty: 888.492249
	Iteration 36Q: 3 clusters Score -1375646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1375678.000000 Penalty: 888.492249
	Iteration 37Q: 3 clusters Score -1375678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1375691.375000 Penalty: 888.492249
	Iteration 38Q: 3 clusters Score -1375691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1375703.875000 Penalty: 888.492249
	Iteration 39Q: 3 clusters Score -1375704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1375711.625000 Penalty: 888.492249
	Iteration 40F: 3 clusters Score -1375712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1375720.125000 Penalty: 888.492249
	Iteration 41Q: 3 clusters Score -1375720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1375724.875000 Penalty: 888.492249
	Iteration 42Q: 3 clusters Score -1375725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1375725.875000 Penalty: 888.492249
	Iteration 43Q: 3 clusters Score -1375726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -1375726.125000 Penalty: 888.492249
	Iteration 44Q: 3 clusters Score -1375726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1375727.250000 Penalty: 888.492249
	Iteration 45Q: 3 clusters Score -1375727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1375727.250000 Penalty: 888.492249
	Iteration 46F: 3 clusters Score -1375727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -20045.306641 Penalty: 273.846008
	Iteration 0F: 2 clusters Score -20045.31 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 208 members 
Entering Unmasked Estep 
Score: -19668.949219 Penalty: 547.692017
	Iteration 0F: 3 clusters Score -19668.95 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19830.228516 Penalty: 547.692017
	Iteration 1F: 3 clusters Score -19830.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19891.673828 Penalty: 547.692017
	Iteration 2F: 3 clusters Score -19891.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19951.833984 Penalty: 547.692017
	Iteration 3F: 3 clusters Score -19951.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20005.867188 Penalty: 547.692017
	Iteration 4F: 3 clusters Score -20005.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20032.714844 Penalty: 547.692017
	Iteration 5Q: 3 clusters Score -20032.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20045.951172 Penalty: 547.692017
	Iteration 6Q: 3 clusters Score -20045.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20053.675781 Penalty: 547.692017
	Iteration 7Q: 3 clusters Score -20053.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20067.972656 Penalty: 547.692017
	Iteration 8Q: 3 clusters Score -20067.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20072.326172 Penalty: 547.692017
	Iteration 9Q: 3 clusters Score -20072.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20072.583984 Penalty: 547.692017
	Iteration 10Q: 3 clusters Score -20072.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20074.935547 Penalty: 547.692017
	Iteration 11Q: 3 clusters Score -20074.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20080.279297 Penalty: 547.692017
	Iteration 12Q: 3 clusters Score -20080.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20081.707031 Penalty: 547.692017
	Iteration 13Q: 3 clusters Score -20081.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20084.599609 Penalty: 547.692017
	Iteration 14Q: 3 clusters Score -20084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20085.552734 Penalty: 547.692017
	Iteration 15Q: 3 clusters Score -20085.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20086.341797 Penalty: 547.692017
	Iteration 16Q: 3 clusters Score -20086.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20086.341797 Penalty: 547.692017
	Iteration 17F: 3 clusters Score -20086.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 800 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Entering Unmasked Estep 
Score: -42125924.000000 Penalty: 31300.693359
Splitting cluster 21 changes total score from -42125416.000000 to -42125924.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 22 (7101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Entering Unmasked Estep 
Score: -556246.937500 Penalty: 403.493561
	Iteration 0F: 2 clusters Score -556246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -551509.000000 Penalty: 806.987122
	Iteration 0F: 3 clusters Score -551509 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -553349.750000 Penalty: 806.987122
	Iteration 1F: 3 clusters Score -553349.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -553632.750000 Penalty: 806.987122
	Iteration 2F: 3 clusters Score -553632.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -554016.437500 Penalty: 806.987122
	Iteration 3F: 3 clusters Score -554016.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -554539.812500 Penalty: 806.987122
	Iteration 4F: 3 clusters Score -554539.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -555057.625000 Penalty: 806.987122
	Iteration 5F: 3 clusters Score -555057.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -555432.375000 Penalty: 806.987122
	Iteration 6F: 3 clusters Score -555432.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -555655.312500 Penalty: 806.987122
	Iteration 7Q: 3 clusters Score -555655.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -555777.750000 Penalty: 806.987122
	Iteration 8Q: 3 clusters Score -555777.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -555832.562500 Penalty: 806.987122
	Iteration 9Q: 3 clusters Score -555832.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -555862.687500 Penalty: 806.987122
	Iteration 10Q: 3 clusters Score -555862.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -555879.125000 Penalty: 806.987122
	Iteration 11Q: 3 clusters Score -555879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -555894.687500 Penalty: 806.987122
	Iteration 12Q: 3 clusters Score -555894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -555905.250000 Penalty: 806.987122
	Iteration 13Q: 3 clusters Score -555905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -555907.687500 Penalty: 806.987122
	Iteration 14Q: 3 clusters Score -555907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -555909.500000 Penalty: 806.987122
	Iteration 15Q: 3 clusters Score -555909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -555909.875000 Penalty: 806.987122
	Iteration 16Q: 3 clusters Score -555909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -555909.875000 Penalty: 806.987122
	Iteration 17F: 3 clusters Score -555909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -527650.812500 Penalty: 401.556274
	Iteration 0F: 2 clusters Score -527650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -523125.468750 Penalty: 803.112549
	Iteration 0F: 3 clusters Score -523125.5 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525089.437500 Penalty: 803.112549
	Iteration 1F: 3 clusters Score -525089.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -525435.062500 Penalty: 803.112549
	Iteration 2F: 3 clusters Score -525435.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -525860.312500 Penalty: 803.112549
	Iteration 3F: 3 clusters Score -525860.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -526313.500000 Penalty: 803.112549
	Iteration 4F: 3 clusters Score -526313.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -526688.625000 Penalty: 803.112549
	Iteration 5F: 3 clusters Score -526688.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -526925.812500 Penalty: 803.112549
	Iteration 6Q: 3 clusters Score -526925.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -527077.500000 Penalty: 803.112549
	Iteration 7Q: 3 clusters Score -527077.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -527143.812500 Penalty: 803.112549
	Iteration 8Q: 3 clusters Score -527143.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -527187.687500 Penalty: 803.112549
	Iteration 9Q: 3 clusters Score -527187.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -527220.062500 Penalty: 803.112549
	Iteration 10Q: 3 clusters Score -527220.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -527240.875000 Penalty: 803.112549
	Iteration 11Q: 3 clusters Score -527240.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -527256.500000 Penalty: 803.112549
	Iteration 12Q: 3 clusters Score -527256.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -527266.437500 Penalty: 803.112549
	Iteration 13Q: 3 clusters Score -527266.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -527273.625000 Penalty: 803.112549
	Iteration 14Q: 3 clusters Score -527273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -527276.125000 Penalty: 803.112549
	Iteration 15Q: 3 clusters Score -527276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -527278.937500 Penalty: 803.112549
	Iteration 16Q: 3 clusters Score -527278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -527279.375000 Penalty: 803.112549
	Iteration 17Q: 3 clusters Score -527279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -527279.437500 Penalty: 803.112549
	Iteration 18Q: 3 clusters Score -527279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -527281.250000 Penalty: 803.112549
	Iteration 19Q: 3 clusters Score -527281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -527282.750000 Penalty: 803.112549
	Iteration 20F: 3 clusters Score -527282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -527287.500000 Penalty: 803.112549
	Iteration 21Q: 3 clusters Score -527287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -527291.500000 Penalty: 803.112549
	Iteration 22Q: 3 clusters Score -527291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -527297.062500 Penalty: 803.112549
	Iteration 23Q: 3 clusters Score -527297.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -527300.750000 Penalty: 803.112549
	Iteration 24Q: 3 clusters Score -527300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -527301.812500 Penalty: 803.112549
	Iteration 25Q: 3 clusters Score -527301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -527305.000000 Penalty: 803.112549
	Iteration 26Q: 3 clusters Score -527305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -527305.000000 Penalty: 803.112549
	Iteration 27F: 3 clusters Score -527305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -51562.746094 Penalty: 304.149841
	Iteration 0F: 2 clusters Score -51562.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50879.757812 Penalty: 608.299683
	Iteration 0F: 3 clusters Score -50879.76 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -51114.550781 Penalty: 608.299683
	Iteration 1F: 3 clusters Score -51114.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -51197.917969 Penalty: 608.299683
	Iteration 2F: 3 clusters Score -51197.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51268.574219 Penalty: 608.299683
	Iteration 3F: 3 clusters Score -51268.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51341.964844 Penalty: 608.299683
	Iteration 4F: 3 clusters Score -51341.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51417.824219 Penalty: 608.299683
	Iteration 5F: 3 clusters Score -51417.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51494.785156 Penalty: 608.299683
	Iteration 6F: 3 clusters Score -51494.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51533.175781 Penalty: 608.299683
	Iteration 7Q: 3 clusters Score -51533.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51559.957031 Penalty: 608.299683
	Iteration 8Q: 3 clusters Score -51559.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51571.554688 Penalty: 608.299683
	Iteration 9Q: 3 clusters Score -51571.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51576.957031 Penalty: 608.299683
	Iteration 10Q: 3 clusters Score -51576.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51579.683594 Penalty: 608.299683
	Iteration 11Q: 3 clusters Score -51579.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51582.570312 Penalty: 608.299683
	Iteration 12Q: 3 clusters Score -51582.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51586.597656 Penalty: 608.299683
	Iteration 13Q: 3 clusters Score -51586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51590.550781 Penalty: 608.299683
	Iteration 14Q: 3 clusters Score -51590.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51594.371094 Penalty: 608.299683
	Iteration 15Q: 3 clusters Score -51594.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51596.664062 Penalty: 608.299683
	Iteration 16Q: 3 clusters Score -51596.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51598.730469 Penalty: 608.299683
	Iteration 17Q: 3 clusters Score -51598.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51599.382812 Penalty: 608.299683
	Iteration 18Q: 3 clusters Score -51599.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51599.617188 Penalty: 608.299683
	Iteration 19Q: 3 clusters Score -51599.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51599.617188 Penalty: 608.299683
	Iteration 20F: 3 clusters Score -51599.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 50312 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Entering Unmasked Estep 
Score: -42125676.000000 Penalty: 31902.630859
Splitting cluster 24 changes total score from -42125416.000000 to -42125676.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 25 (22203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Entering Unmasked Estep 
Score: -1788944.000000 Penalty: 455.363190
	Iteration 0F: 2 clusters Score -1788944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1774612.750000 Penalty: 910.726379
	Iteration 0F: 3 clusters Score -1774613 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1781300.375000 Penalty: 910.726379
	Iteration 1F: 3 clusters Score -1781300 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1781948.375000 Penalty: 910.726379
	Iteration 2F: 3 clusters Score -1781948 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1782942.375000 Penalty: 910.726379
	Iteration 3F: 3 clusters Score -1782942 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1784148.125000 Penalty: 910.726379
	Iteration 4F: 3 clusters Score -1784148 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1785389.625000 Penalty: 910.726379
	Iteration 5F: 3 clusters Score -1785390 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1786352.750000 Penalty: 910.726379
	Iteration 6F: 3 clusters Score -1786353 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1786818.125000 Penalty: 910.726379
	Iteration 7Q: 3 clusters Score -1786818 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1786996.750000 Penalty: 910.726379
	Iteration 8Q: 3 clusters Score -1786997 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1787074.000000 Penalty: 910.726379
	Iteration 9Q: 3 clusters Score -1787074 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1787133.500000 Penalty: 910.726379
	Iteration 10Q: 3 clusters Score -1787134 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1787224.375000 Penalty: 910.726379
	Iteration 11Q: 3 clusters Score -1787224 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1787316.500000 Penalty: 910.726379
	Iteration 12Q: 3 clusters Score -1787316 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1787415.750000 Penalty: 910.726379
	Iteration 13Q: 3 clusters Score -1787416 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1787528.500000 Penalty: 910.726379
	Iteration 14Q: 3 clusters Score -1787528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1787630.125000 Penalty: 910.726379
	Iteration 15Q: 3 clusters Score -1787630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1787746.625000 Penalty: 910.726379
	Iteration 16Q: 3 clusters Score -1787747 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1787859.750000 Penalty: 910.726379
	Iteration 17Q: 3 clusters Score -1787860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1787965.000000 Penalty: 910.726379
	Iteration 18Q: 3 clusters Score -1787965 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1788050.500000 Penalty: 910.726379
	Iteration 19Q: 3 clusters Score -1788050 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1788133.125000 Penalty: 910.726379
	Iteration 20F: 3 clusters Score -1788133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1788214.500000 Penalty: 910.726379
	Iteration 21Q: 3 clusters Score -1788214 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1788282.375000 Penalty: 910.726379
	Iteration 22Q: 3 clusters Score -1788282 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1788358.750000 Penalty: 910.726379
	Iteration 23Q: 3 clusters Score -1788359 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1788402.375000 Penalty: 910.726379
	Iteration 24Q: 3 clusters Score -1788402 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1788447.125000 Penalty: 910.726379
	Iteration 25Q: 3 clusters Score -1788447 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1788480.625000 Penalty: 910.726379
	Iteration 26Q: 3 clusters Score -1788481 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1788516.250000 Penalty: 910.726379
	Iteration 27Q: 3 clusters Score -1788516 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1788551.625000 Penalty: 910.726379
	Iteration 28Q: 3 clusters Score -1788552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1788580.375000 Penalty: 910.726379
	Iteration 29Q: 3 clusters Score -1788580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1788596.250000 Penalty: 910.726379
	Iteration 30Q: 3 clusters Score -1788596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1788603.500000 Penalty: 910.726379
	Iteration 31Q: 3 clusters Score -1788604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1788611.750000 Penalty: 910.726379
	Iteration 32Q: 3 clusters Score -1788612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1788620.500000 Penalty: 910.726379
	Iteration 33Q: 3 clusters Score -1788620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1788625.250000 Penalty: 910.726379
	Iteration 34Q: 3 clusters Score -1788625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1788632.375000 Penalty: 910.726379
	Iteration 35Q: 3 clusters Score -1788632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1788639.750000 Penalty: 910.726379
	Iteration 36Q: 3 clusters Score -1788640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1788643.500000 Penalty: 910.726379
	Iteration 37Q: 3 clusters Score -1788644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1788645.000000 Penalty: 910.726379
	Iteration 38Q: 3 clusters Score -1788645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1788651.750000 Penalty: 910.726379
	Iteration 39Q: 3 clusters Score -1788652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1788658.125000 Penalty: 910.726379
	Iteration 40F: 3 clusters Score -1788658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1788662.625000 Penalty: 910.726379
	Iteration 41Q: 3 clusters Score -1788663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1788663.250000 Penalty: 910.726379
	Iteration 42Q: 3 clusters Score -1788663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1788673.000000 Penalty: 910.726379
	Iteration 43Q: 3 clusters Score -1788673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1788677.625000 Penalty: 910.726379
	Iteration 44Q: 3 clusters Score -1788678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1788678.625000 Penalty: 910.726379
	Iteration 45Q: 3 clusters Score -1788679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1788683.875000 Penalty: 910.726379
	Iteration 46Q: 3 clusters Score -1788684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1788685.375000 Penalty: 910.726379
	Iteration 47Q: 3 clusters Score -1788685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1788685.625000 Penalty: 910.726379
	Iteration 48Q: 3 clusters Score -1788686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1788691.625000 Penalty: 910.726379
	Iteration 49Q: 3 clusters Score -1788692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1788691.500000 Penalty: 910.726379
	Iteration 50Q: 3 clusters Score -1788692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1788692.875000 Penalty: 910.726379
	Iteration 51Q: 3 clusters Score -1788693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1788700.000000 Penalty: 910.726379
	Iteration 52Q: 3 clusters Score -1788700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1788703.250000 Penalty: 910.726379
	Iteration 53Q: 3 clusters Score -1788703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1788709.125000 Penalty: 910.726379
	Iteration 54Q: 3 clusters Score -1788709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1788712.125000 Penalty: 910.726379
	Iteration 55Q: 3 clusters Score -1788712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1788711.375000 Penalty: 910.726379
	Iteration 56Q: 3 clusters Score -1788711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1788716.875000 Penalty: 910.726379
	Iteration 57Q: 3 clusters Score -1788717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1788719.125000 Penalty: 910.726379
	Iteration 58Q: 3 clusters Score -1788719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1788719.250000 Penalty: 910.726379
	Iteration 59Q: 3 clusters Score -1788719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1788723.000000 Penalty: 910.726379
	Iteration 60F: 3 clusters Score -1788723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1788719.875000 Penalty: 910.726379
	Iteration 61Q: 3 clusters Score -1788720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1788727.500000 Penalty: 910.726379
	Iteration 62Q: 3 clusters Score -1788728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1788726.250000 Penalty: 910.726379
	Iteration 63Q: 3 clusters Score -1788726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1788732.625000 Penalty: 910.726379
	Iteration 64Q: 3 clusters Score -1788733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1788733.500000 Penalty: 910.726379
	Iteration 65Q: 3 clusters Score -1788734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1788737.500000 Penalty: 910.726379
	Iteration 66Q: 3 clusters Score -1788738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1788741.250000 Penalty: 910.726379
	Iteration 67Q: 3 clusters Score -1788741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1788738.000000 Penalty: 910.726379
	Iteration 68Q: 3 clusters Score -1788738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1788739.250000 Penalty: 910.726379
	Iteration 69Q: 3 clusters Score -1788739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1788745.375000 Penalty: 910.726379
	Iteration 70Q: 3 clusters Score -1788745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1788750.500000 Penalty: 910.726379
	Iteration 71Q: 3 clusters Score -1788750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1788755.000000 Penalty: 910.726379
	Iteration 72Q: 3 clusters Score -1788755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1788760.000000 Penalty: 910.726379
	Iteration 73Q: 3 clusters Score -1788760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1788763.000000 Penalty: 910.726379
	Iteration 74Q: 3 clusters Score -1788763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1788764.000000 Penalty: 910.726379
	Iteration 75Q: 3 clusters Score -1788764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1788767.000000 Penalty: 910.726379
	Iteration 76Q: 3 clusters Score -1788767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1788772.125000 Penalty: 910.726379
	Iteration 77Q: 3 clusters Score -1788772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1788770.125000 Penalty: 910.726379
	Iteration 78Q: 3 clusters Score -1788770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1788773.625000 Penalty: 910.726379
	Iteration 79Q: 3 clusters Score -1788774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1788783.125000 Penalty: 910.726379
	Iteration 80F: 3 clusters Score -1788783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1788790.000000 Penalty: 910.726379
	Iteration 81Q: 3 clusters Score -1788790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1788789.250000 Penalty: 910.726379
	Iteration 82Q: 3 clusters Score -1788789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1788789.750000 Penalty: 910.726379
	Iteration 83Q: 3 clusters Score -1788790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1788789.750000 Penalty: 910.726379
	Iteration 84F: 3 clusters Score -1788790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Entering Unmasked Estep 
Score: -4048275.000000 Penalty: 492.582977
	Iteration 0F: 2 clusters Score -4048275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4025363.000000 Penalty: 985.165955
	Iteration 0F: 3 clusters Score -4025363 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4039896.500000 Penalty: 985.165955
	Iteration 1F: 3 clusters Score -4039896 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4040651.000000 Penalty: 985.165955
	Iteration 2F: 3 clusters Score -4040651 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4041928.000000 Penalty: 985.165955
	Iteration 3F: 3 clusters Score -4041928 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4044217.500000 Penalty: 985.165955
	Iteration 4F: 3 clusters Score -4044218 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4047241.250000 Penalty: 985.165955
	Iteration 5F: 3 clusters Score -4047241 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4049153.000000 Penalty: 985.165955
	Iteration 6F: 3 clusters Score -4049153 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4050031.500000 Penalty: 985.165955
	Iteration 7Q: 3 clusters Score -4050032 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4051061.500000 Penalty: 985.165955
	Iteration 8Q: 3 clusters Score -4051062 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -4051929.250000 Penalty: 985.165955
	Iteration 9Q: 3 clusters Score -4051929 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4052724.250000 Penalty: 985.165955
	Iteration 10Q: 3 clusters Score -4052724 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4053304.250000 Penalty: 985.165955
	Iteration 11F: 3 clusters Score -4053304 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4053441.750000 Penalty: 985.165955
	Iteration 12F: 3 clusters Score -4053442 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4053338.250000 Penalty: 985.165955
	Iteration 13F: 3 clusters Score -4053338 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4052777.000000 Penalty: 985.165955
	Iteration 14Q: 3 clusters Score -4052777 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -4052379.500000 Penalty: 985.165955
	Iteration 15Q: 3 clusters Score -4052380 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4052298.000000 Penalty: 985.165955
	Iteration 16Q: 3 clusters Score -4052298 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4051755.250000 Penalty: 985.165955
	Iteration 17Q: 3 clusters Score -4051755 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4051250.250000 Penalty: 985.165955
	Iteration 18Q: 3 clusters Score -4051250 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -4050889.000000 Penalty: 985.165955
	Iteration 19Q: 3 clusters Score -4050889 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4050553.750000 Penalty: 985.165955
	Iteration 20F: 3 clusters Score -4050554 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4050331.500000 Penalty: 985.165955
	Iteration 21Q: 3 clusters Score -4050332 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4050140.750000 Penalty: 985.165955
	Iteration 22Q: 3 clusters Score -4050141 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4049982.000000 Penalty: 985.165955
	Iteration 23Q: 3 clusters Score -4049982 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4049841.250000 Penalty: 985.165955
	Iteration 24Q: 3 clusters Score -4049841 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4049686.250000 Penalty: 985.165955
	Iteration 25Q: 3 clusters Score -4049686 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4049570.000000 Penalty: 985.165955
	Iteration 26Q: 3 clusters Score -4049570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4049513.750000 Penalty: 985.165955
	Iteration 27Q: 3 clusters Score -4049514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4049423.000000 Penalty: 985.165955
	Iteration 28Q: 3 clusters Score -4049423 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4049352.500000 Penalty: 985.165955
	Iteration 29Q: 3 clusters Score -4049352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4049293.000000 Penalty: 985.165955
	Iteration 30Q: 3 clusters Score -4049293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4049244.250000 Penalty: 985.165955
	Iteration 31Q: 3 clusters Score -4049244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4049194.000000 Penalty: 985.165955
	Iteration 32Q: 3 clusters Score -4049194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4049147.250000 Penalty: 985.165955
	Iteration 33Q: 3 clusters Score -4049147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4049123.250000 Penalty: 985.165955
	Iteration 34Q: 3 clusters Score -4049123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4049084.500000 Penalty: 985.165955
	Iteration 35Q: 3 clusters Score -4049084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4049080.000000 Penalty: 985.165955
	Iteration 36Q: 3 clusters Score -4049080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4049070.000000 Penalty: 985.165955
	Iteration 37Q: 3 clusters Score -4049070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4049064.500000 Penalty: 985.165955
	Iteration 38Q: 3 clusters Score -4049064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4049062.500000 Penalty: 985.165955
	Iteration 39Q: 3 clusters Score -4049062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4049053.000000 Penalty: 985.165955
	Iteration 40F: 3 clusters Score -4049053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4049052.750000 Penalty: 985.165955
	Iteration 41Q: 3 clusters Score -4049053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4049061.250000 Penalty: 985.165955
	Iteration 42Q: 3 clusters Score -4049061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4049063.000000 Penalty: 985.165955
	Iteration 43Q: 3 clusters Score -4049063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4049060.000000 Penalty: 985.165955
	Iteration 44Q: 3 clusters Score -4049060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -4049039.500000 Penalty: 985.165955
	Iteration 45Q: 3 clusters Score -4049040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4049019.250000 Penalty: 985.165955
	Iteration 46Q: 3 clusters Score -4049019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -4049040.500000 Penalty: 985.165955
	Iteration 47Q: 3 clusters Score -4049040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4049040.500000 Penalty: 985.165955
	Iteration 48Q: 3 clusters Score -4049040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4049055.500000 Penalty: 985.165955
	Iteration 49Q: 3 clusters Score -4049056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4049059.500000 Penalty: 985.165955
	Iteration 50Q: 3 clusters Score -4049060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4049033.250000 Penalty: 985.165955
	Iteration 51Q: 3 clusters Score -4049033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4049037.250000 Penalty: 985.165955
	Iteration 52Q: 3 clusters Score -4049037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4049024.250000 Penalty: 985.165955
	Iteration 53Q: 3 clusters Score -4049024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4049050.500000 Penalty: 985.165955
	Iteration 54Q: 3 clusters Score -4049050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4049050.250000 Penalty: 985.165955
	Iteration 55Q: 3 clusters Score -4049050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4049043.250000 Penalty: 985.165955
	Iteration 56Q: 3 clusters Score -4049043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -4049045.000000 Penalty: 985.165955
	Iteration 57Q: 3 clusters Score -4049045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4049060.000000 Penalty: 985.165955
	Iteration 58Q: 3 clusters Score -4049060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4049071.250000 Penalty: 985.165955
	Iteration 59Q: 3 clusters Score -4049071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -4049076.750000 Penalty: 985.165955
	Iteration 60F: 3 clusters Score -4049077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4049083.500000 Penalty: 985.165955
	Iteration 61Q: 3 clusters Score -4049084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4049093.500000 Penalty: 985.165955
	Iteration 62Q: 3 clusters Score -4049094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4049063.500000 Penalty: 985.165955
	Iteration 63Q: 3 clusters Score -4049064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4049070.250000 Penalty: 985.165955
	Iteration 64Q: 3 clusters Score -4049070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4049068.250000 Penalty: 985.165955
	Iteration 65Q: 3 clusters Score -4049068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4049069.500000 Penalty: 985.165955
	Iteration 66Q: 3 clusters Score -4049070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4049062.250000 Penalty: 985.165955
	Iteration 67Q: 3 clusters Score -4049062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4049070.000000 Penalty: 985.165955
	Iteration 68Q: 3 clusters Score -4049070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4049073.750000 Penalty: 985.165955
	Iteration 69Q: 3 clusters Score -4049074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4049067.750000 Penalty: 985.165955
	Iteration 70Q: 3 clusters Score -4049068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -4049060.000000 Penalty: 985.165955
	Iteration 71Q: 3 clusters Score -4049060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4049057.750000 Penalty: 985.165955
	Iteration 72Q: 3 clusters Score -4049058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4049058.250000 Penalty: 985.165955
	Iteration 73Q: 3 clusters Score -4049058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4049057.500000 Penalty: 985.165955
	Iteration 74Q: 3 clusters Score -4049058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4049057.000000 Penalty: 985.165955
	Iteration 75Q: 3 clusters Score -4049057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4049039.250000 Penalty: 985.165955
	Iteration 76Q: 3 clusters Score -4049039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4049041.750000 Penalty: 985.165955
	Iteration 77Q: 3 clusters Score -4049042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -4049051.500000 Penalty: 985.165955
	Iteration 78Q: 3 clusters Score -4049052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -4049047.500000 Penalty: 985.165955
	Iteration 79Q: 3 clusters Score -4049048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4049060.000000 Penalty: 985.165955
	Iteration 80F: 3 clusters Score -4049060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -4049057.000000 Penalty: 985.165955
	Iteration 81Q: 3 clusters Score -4049057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4049100.500000 Penalty: 985.165955
	Iteration 82Q: 3 clusters Score -4049100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -4049094.250000 Penalty: 985.165955
	Iteration 83Q: 3 clusters Score -4049094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4049107.000000 Penalty: 985.165955
	Iteration 84Q: 3 clusters Score -4049107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4049139.500000 Penalty: 985.165955
	Iteration 85Q: 3 clusters Score -4049140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4049157.500000 Penalty: 985.165955
	Iteration 86Q: 3 clusters Score -4049158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4049193.250000 Penalty: 985.165955
	Iteration 87Q: 3 clusters Score -4049193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4049198.500000 Penalty: 985.165955
	Iteration 88Q: 3 clusters Score -4049198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4049179.000000 Penalty: 985.165955
	Iteration 89Q: 3 clusters Score -4049179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4049200.750000 Penalty: 985.165955
	Iteration 90Q: 3 clusters Score -4049201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4049213.000000 Penalty: 985.165955
	Iteration 91Q: 3 clusters Score -4049213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4049220.000000 Penalty: 985.165955
	Iteration 92Q: 3 clusters Score -4049220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -4049206.250000 Penalty: 985.165955
	Iteration 93Q: 3 clusters Score -4049206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4049224.250000 Penalty: 985.165955
	Iteration 94Q: 3 clusters Score -4049224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4049248.500000 Penalty: 985.165955
	Iteration 95Q: 3 clusters Score -4049248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4049252.750000 Penalty: 985.165955
	Iteration 96Q: 3 clusters Score -4049253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -4049246.000000 Penalty: 985.165955
	Iteration 97Q: 3 clusters Score -4049246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4049253.000000 Penalty: 985.165955
	Iteration 98Q: 3 clusters Score -4049253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4049255.500000 Penalty: 985.165955
	Iteration 99Q: 3 clusters Score -4049256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4049251.500000 Penalty: 985.165955
	Iteration 100F: 3 clusters Score -4049252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4049260.250000 Penalty: 985.165955
	Iteration 101Q: 3 clusters Score -4049260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4049257.250000 Penalty: 985.165955
	Iteration 102Q: 3 clusters Score -4049257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4049262.750000 Penalty: 985.165955
	Iteration 103Q: 3 clusters Score -4049263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4049277.000000 Penalty: 985.165955
	Iteration 104Q: 3 clusters Score -4049277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4049280.750000 Penalty: 985.165955
	Iteration 105Q: 3 clusters Score -4049281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4049286.500000 Penalty: 985.165955
	Iteration 106Q: 3 clusters Score -4049286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4049295.250000 Penalty: 985.165955
	Iteration 107Q: 3 clusters Score -4049295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -4049307.250000 Penalty: 985.165955
	Iteration 108Q: 3 clusters Score -4049307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4049322.500000 Penalty: 985.165955
	Iteration 109Q: 3 clusters Score -4049322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4049338.500000 Penalty: 985.165955
	Iteration 110Q: 3 clusters Score -4049338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4049360.250000 Penalty: 985.165955
	Iteration 111Q: 3 clusters Score -4049360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4049368.750000 Penalty: 985.165955
	Iteration 112Q: 3 clusters Score -4049369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4049409.750000 Penalty: 985.165955
	Iteration 113Q: 3 clusters Score -4049410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4049434.750000 Penalty: 985.165955
	Iteration 114Q: 3 clusters Score -4049435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4049441.500000 Penalty: 985.165955
	Iteration 115Q: 3 clusters Score -4049442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4049478.000000 Penalty: 985.165955
	Iteration 116Q: 3 clusters Score -4049478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4049503.500000 Penalty: 985.165955
	Iteration 117Q: 3 clusters Score -4049504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4049539.500000 Penalty: 985.165955
	Iteration 118Q: 3 clusters Score -4049540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4049583.000000 Penalty: 985.165955
	Iteration 119Q: 3 clusters Score -4049583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -4049631.250000 Penalty: 985.165955
	Iteration 120F: 3 clusters Score -4049631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4049640.000000 Penalty: 985.165955
	Iteration 121Q: 3 clusters Score -4049640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4049641.250000 Penalty: 985.165955
	Iteration 122Q: 3 clusters Score -4049641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -4049643.750000 Penalty: 985.165955
	Iteration 123Q: 3 clusters Score -4049644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4049663.250000 Penalty: 985.165955
	Iteration 124Q: 3 clusters Score -4049663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4049670.000000 Penalty: 985.165955
	Iteration 125Q: 3 clusters Score -4049670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4049684.500000 Penalty: 985.165955
	Iteration 126Q: 3 clusters Score -4049684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4049675.000000 Penalty: 985.165955
	Iteration 127Q: 3 clusters Score -4049675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4049671.500000 Penalty: 985.165955
	Iteration 128Q: 3 clusters Score -4049672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4049687.750000 Penalty: 985.165955
	Iteration 129Q: 3 clusters Score -4049688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -4049680.250000 Penalty: 985.165955
	Iteration 130Q: 3 clusters Score -4049680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4049672.000000 Penalty: 985.165955
	Iteration 131Q: 3 clusters Score -4049672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4049680.000000 Penalty: 985.165955
	Iteration 132Q: 3 clusters Score -4049680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4049682.500000 Penalty: 985.165955
	Iteration 133Q: 3 clusters Score -4049682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4049682.000000 Penalty: 985.165955
	Iteration 134Q: 3 clusters Score -4049682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4049691.250000 Penalty: 985.165955
	Iteration 135Q: 3 clusters Score -4049691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4049696.750000 Penalty: 985.165955
	Iteration 136Q: 3 clusters Score -4049697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4049701.000000 Penalty: 985.165955
	Iteration 137Q: 3 clusters Score -4049701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4049702.000000 Penalty: 985.165955
	Iteration 138Q: 3 clusters Score -4049702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -4049699.250000 Penalty: 985.165955
	Iteration 139Q: 3 clusters Score -4049699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4049710.250000 Penalty: 985.165955
	Iteration 140F: 3 clusters Score -4049710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4049731.500000 Penalty: 985.165955
	Iteration 141Q: 3 clusters Score -4049732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4049733.500000 Penalty: 985.165955
	Iteration 142Q: 3 clusters Score -4049734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4049740.750000 Penalty: 985.165955
	Iteration 143Q: 3 clusters Score -4049741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4049726.750000 Penalty: 985.165955
	Iteration 144Q: 3 clusters Score -4049727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4049724.750000 Penalty: 985.165955
	Iteration 145Q: 3 clusters Score -4049725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4049729.000000 Penalty: 985.165955
	Iteration 146Q: 3 clusters Score -4049729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4049728.750000 Penalty: 985.165955
	Iteration 147Q: 3 clusters Score -4049729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -4049746.750000 Penalty: 985.165955
	Iteration 148Q: 3 clusters Score -4049747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -4049760.500000 Penalty: 985.165955
	Iteration 149Q: 3 clusters Score -4049760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -4049761.250000 Penalty: 985.165955
	Iteration 150Q: 3 clusters Score -4049761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4049787.250000 Penalty: 985.165955
	Iteration 151Q: 3 clusters Score -4049787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4049781.500000 Penalty: 985.165955
	Iteration 152Q: 3 clusters Score -4049782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -4049777.750000 Penalty: 985.165955
	Iteration 153Q: 3 clusters Score -4049778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -4049778.250000 Penalty: 985.165955
	Iteration 154Q: 3 clusters Score -4049778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4049812.000000 Penalty: 985.165955
	Iteration 155Q: 3 clusters Score -4049812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4049827.250000 Penalty: 985.165955
	Iteration 156Q: 3 clusters Score -4049827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4049865.500000 Penalty: 985.165955
	Iteration 157Q: 3 clusters Score -4049866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -4049844.750000 Penalty: 985.165955
	Iteration 158Q: 3 clusters Score -4049845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4049843.250000 Penalty: 985.165955
	Iteration 159Q: 3 clusters Score -4049843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4049842.000000 Penalty: 985.165955
	Iteration 160F: 3 clusters Score -4049842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4049844.000000 Penalty: 985.165955
	Iteration 161Q: 3 clusters Score -4049844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4049852.500000 Penalty: 985.165955
	Iteration 162Q: 3 clusters Score -4049852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -4049859.000000 Penalty: 985.165955
	Iteration 163Q: 3 clusters Score -4049859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -4049877.500000 Penalty: 985.165955
	Iteration 164Q: 3 clusters Score -4049878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4049894.000000 Penalty: 985.165955
	Iteration 165Q: 3 clusters Score -4049894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4049929.500000 Penalty: 985.165955
	Iteration 166Q: 3 clusters Score -4049930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4049927.500000 Penalty: 985.165955
	Iteration 167Q: 3 clusters Score -4049928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -4049948.750000 Penalty: 985.165955
	Iteration 168Q: 3 clusters Score -4049949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4049967.250000 Penalty: 985.165955
	Iteration 169Q: 3 clusters Score -4049967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4049997.000000 Penalty: 985.165955
	Iteration 170Q: 3 clusters Score -4049997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4050008.750000 Penalty: 985.165955
	Iteration 171Q: 3 clusters Score -4050009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4050065.250000 Penalty: 985.165955
	Iteration 172Q: 3 clusters Score -4050065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4050099.750000 Penalty: 985.165955
	Iteration 173Q: 3 clusters Score -4050100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4050162.000000 Penalty: 985.165955
	Iteration 174Q: 3 clusters Score -4050162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4050185.250000 Penalty: 985.165955
	Iteration 175Q: 3 clusters Score -4050185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4050234.000000 Penalty: 985.165955
	Iteration 176Q: 3 clusters Score -4050234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4050271.000000 Penalty: 985.165955
	Iteration 177Q: 3 clusters Score -4050271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4050260.250000 Penalty: 985.165955
	Iteration 178Q: 3 clusters Score -4050260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4050267.250000 Penalty: 985.165955
	Iteration 179Q: 3 clusters Score -4050267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4050236.000000 Penalty: 985.165955
	Iteration 180F: 3 clusters Score -4050236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4050234.000000 Penalty: 985.165955
	Iteration 181Q: 3 clusters Score -4050234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4050270.250000 Penalty: 985.165955
	Iteration 182Q: 3 clusters Score -4050270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4050264.500000 Penalty: 985.165955
	Iteration 183Q: 3 clusters Score -4050264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4050256.750000 Penalty: 985.165955
	Iteration 184Q: 3 clusters Score -4050257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4050244.500000 Penalty: 985.165955
	Iteration 185Q: 3 clusters Score -4050244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4050248.500000 Penalty: 985.165955
	Iteration 186Q: 3 clusters Score -4050248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4050240.250000 Penalty: 985.165955
	Iteration 187Q: 3 clusters Score -4050240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -4050238.750000 Penalty: 985.165955
	Iteration 188Q: 3 clusters Score -4050239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4050242.500000 Penalty: 985.165955
	Iteration 189Q: 3 clusters Score -4050242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -4050267.500000 Penalty: 985.165955
	Iteration 190Q: 3 clusters Score -4050268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4050291.000000 Penalty: 985.165955
	Iteration 191Q: 3 clusters Score -4050291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4050295.500000 Penalty: 985.165955
	Iteration 192Q: 3 clusters Score -4050296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4050298.000000 Penalty: 985.165955
	Iteration 193Q: 3 clusters Score -4050298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4050290.750000 Penalty: 985.165955
	Iteration 194Q: 3 clusters Score -4050291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -4050273.500000 Penalty: 985.165955
	Iteration 195Q: 3 clusters Score -4050274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4050283.500000 Penalty: 985.165955
	Iteration 196Q: 3 clusters Score -4050284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4050286.750000 Penalty: 985.165955
	Iteration 197Q: 3 clusters Score -4050287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4050297.500000 Penalty: 985.165955
	Iteration 198Q: 3 clusters Score -4050298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4050303.250000 Penalty: 985.165955
	Iteration 199Q: 3 clusters Score -4050303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4050304.500000 Penalty: 985.165955
	Iteration 200F: 3 clusters Score -4050304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4050309.250000 Penalty: 985.165955
	Iteration 201Q: 3 clusters Score -4050309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -4050297.750000 Penalty: 985.165955
	Iteration 202Q: 3 clusters Score -4050298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4050296.250000 Penalty: 985.165955
	Iteration 203Q: 3 clusters Score -4050296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4050306.750000 Penalty: 985.165955
	Iteration 204Q: 3 clusters Score -4050307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -4050313.500000 Penalty: 985.165955
	Iteration 205Q: 3 clusters Score -4050314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -4050309.750000 Penalty: 985.165955
	Iteration 206Q: 3 clusters Score -4050310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4050317.000000 Penalty: 985.165955
	Iteration 207Q: 3 clusters Score -4050317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4050318.500000 Penalty: 985.165955
	Iteration 208Q: 3 clusters Score -4050318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4050319.750000 Penalty: 985.165955
	Iteration 209Q: 3 clusters Score -4050320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4050324.500000 Penalty: 985.165955
	Iteration 210Q: 3 clusters Score -4050324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4050318.000000 Penalty: 985.165955
	Iteration 211Q: 3 clusters Score -4050318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4050323.750000 Penalty: 985.165955
	Iteration 212Q: 3 clusters Score -4050324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4050325.250000 Penalty: 985.165955
	Iteration 213Q: 3 clusters Score -4050325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4050324.250000 Penalty: 985.165955
	Iteration 214Q: 3 clusters Score -4050324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4050323.750000 Penalty: 985.165955
	Iteration 215Q: 3 clusters Score -4050324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4050328.250000 Penalty: 985.165955
	Iteration 216Q: 3 clusters Score -4050328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4050342.750000 Penalty: 985.165955
	Iteration 217Q: 3 clusters Score -4050343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4050331.750000 Penalty: 985.165955
	Iteration 218Q: 3 clusters Score -4050332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4050352.000000 Penalty: 985.165955
	Iteration 219Q: 3 clusters Score -4050352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4050361.750000 Penalty: 985.165955
	Iteration 220F: 3 clusters Score -4050362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4050367.750000 Penalty: 985.165955
	Iteration 221Q: 3 clusters Score -4050368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4050382.750000 Penalty: 985.165955
	Iteration 222Q: 3 clusters Score -4050383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -4050374.750000 Penalty: 985.165955
	Iteration 223Q: 3 clusters Score -4050375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4050349.500000 Penalty: 985.165955
	Iteration 224Q: 3 clusters Score -4050350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -4050317.000000 Penalty: 985.165955
	Iteration 225Q: 3 clusters Score -4050317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4050321.750000 Penalty: 985.165955
	Iteration 226Q: 3 clusters Score -4050322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -4050316.250000 Penalty: 985.165955
	Iteration 227Q: 3 clusters Score -4050316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4050308.000000 Penalty: 985.165955
	Iteration 228Q: 3 clusters Score -4050308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4050307.750000 Penalty: 985.165955
	Iteration 229Q: 3 clusters Score -4050308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4050283.500000 Penalty: 985.165955
	Iteration 230Q: 3 clusters Score -4050284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4050260.750000 Penalty: 985.165955
	Iteration 231Q: 3 clusters Score -4050261 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4050223.250000 Penalty: 985.165955
	Iteration 232Q: 3 clusters Score -4050223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -4050209.750000 Penalty: 985.165955
	Iteration 233Q: 3 clusters Score -4050210 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -4050158.250000 Penalty: 985.165955
	Iteration 234Q: 3 clusters Score -4050158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4050130.500000 Penalty: 985.165955
	Iteration 235Q: 3 clusters Score -4050130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4050106.500000 Penalty: 985.165955
	Iteration 236Q: 3 clusters Score -4050106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4050040.500000 Penalty: 985.165955
	Iteration 237Q: 3 clusters Score -4050040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4049942.750000 Penalty: 985.165955
	Iteration 238Q: 3 clusters Score -4049943 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4049919.750000 Penalty: 985.165955
	Iteration 239Q: 3 clusters Score -4049920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4049878.000000 Penalty: 985.165955
	Iteration 240F: 3 clusters Score -4049878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4049816.000000 Penalty: 985.165955
	Iteration 241Q: 3 clusters Score -4049816 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -4049785.000000 Penalty: 985.165955
	Iteration 242Q: 3 clusters Score -4049785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4049746.750000 Penalty: 985.165955
	Iteration 243Q: 3 clusters Score -4049747 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4049696.250000 Penalty: 985.165955
	Iteration 244Q: 3 clusters Score -4049696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4049661.000000 Penalty: 985.165955
	Iteration 245Q: 3 clusters Score -4049661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4049599.000000 Penalty: 985.165955
	Iteration 246Q: 3 clusters Score -4049599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4049563.250000 Penalty: 985.165955
	Iteration 247Q: 3 clusters Score -4049563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4049508.250000 Penalty: 985.165955
	Iteration 248Q: 3 clusters Score -4049508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4049494.250000 Penalty: 985.165955
	Iteration 249Q: 3 clusters Score -4049494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4049495.250000 Penalty: 985.165955
	Iteration 250Q: 3 clusters Score -4049495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4049487.000000 Penalty: 985.165955
	Iteration 251Q: 3 clusters Score -4049487 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4049482.000000 Penalty: 985.165955
	Iteration 252Q: 3 clusters Score -4049482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4049473.500000 Penalty: 985.165955
	Iteration 253Q: 3 clusters Score -4049474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4049458.250000 Penalty: 985.165955
	Iteration 254Q: 3 clusters Score -4049458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4049447.500000 Penalty: 985.165955
	Iteration 255Q: 3 clusters Score -4049448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4049376.250000 Penalty: 985.165955
	Iteration 256Q: 3 clusters Score -4049376 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4049358.000000 Penalty: 985.165955
	Iteration 257Q: 3 clusters Score -4049358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4049346.500000 Penalty: 985.165955
	Iteration 258Q: 3 clusters Score -4049346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4049330.000000 Penalty: 985.165955
	Iteration 259Q: 3 clusters Score -4049330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4049309.500000 Penalty: 985.165955
	Iteration 260F: 3 clusters Score -4049310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4049301.750000 Penalty: 985.165955
	Iteration 261Q: 3 clusters Score -4049302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4049268.250000 Penalty: 985.165955
	Iteration 262Q: 3 clusters Score -4049268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4049273.000000 Penalty: 985.165955
	Iteration 263Q: 3 clusters Score -4049273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4049285.000000 Penalty: 985.165955
	Iteration 264Q: 3 clusters Score -4049285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4049257.250000 Penalty: 985.165955
	Iteration 265Q: 3 clusters Score -4049257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4049248.500000 Penalty: 985.165955
	Iteration 266Q: 3 clusters Score -4049248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4049240.500000 Penalty: 985.165955
	Iteration 267Q: 3 clusters Score -4049240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4049224.500000 Penalty: 985.165955
	Iteration 268Q: 3 clusters Score -4049224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4049229.000000 Penalty: 985.165955
	Iteration 269Q: 3 clusters Score -4049229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4049219.000000 Penalty: 985.165955
	Iteration 270Q: 3 clusters Score -4049219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4049210.250000 Penalty: 985.165955
	Iteration 271Q: 3 clusters Score -4049210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4049206.500000 Penalty: 985.165955
	Iteration 272Q: 3 clusters Score -4049206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4049190.750000 Penalty: 985.165955
	Iteration 273Q: 3 clusters Score -4049191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4049174.750000 Penalty: 985.165955
	Iteration 274Q: 3 clusters Score -4049175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4049180.000000 Penalty: 985.165955
	Iteration 275Q: 3 clusters Score -4049180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4049193.750000 Penalty: 985.165955
	Iteration 276Q: 3 clusters Score -4049194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4049167.500000 Penalty: 985.165955
	Iteration 277Q: 3 clusters Score -4049168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4049155.750000 Penalty: 985.165955
	Iteration 278Q: 3 clusters Score -4049156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4049154.500000 Penalty: 985.165955
	Iteration 279Q: 3 clusters Score -4049154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4049152.500000 Penalty: 985.165955
	Iteration 280F: 3 clusters Score -4049152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4049153.250000 Penalty: 985.165955
	Iteration 281Q: 3 clusters Score -4049153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4049152.750000 Penalty: 985.165955
	Iteration 282Q: 3 clusters Score -4049153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4049150.500000 Penalty: 985.165955
	Iteration 283Q: 3 clusters Score -4049150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4049146.750000 Penalty: 985.165955
	Iteration 284Q: 3 clusters Score -4049147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4049141.000000 Penalty: 985.165955
	Iteration 285Q: 3 clusters Score -4049141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4049149.500000 Penalty: 985.165955
	Iteration 286Q: 3 clusters Score -4049150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4049151.500000 Penalty: 985.165955
	Iteration 287Q: 3 clusters Score -4049152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4049149.750000 Penalty: 985.165955
	Iteration 288Q: 3 clusters Score -4049150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4049137.000000 Penalty: 985.165955
	Iteration 289Q: 3 clusters Score -4049137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4049136.500000 Penalty: 985.165955
	Iteration 290Q: 3 clusters Score -4049136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4049135.500000 Penalty: 985.165955
	Iteration 291Q: 3 clusters Score -4049136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4049129.500000 Penalty: 985.165955
	Iteration 292Q: 3 clusters Score -4049130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4049128.750000 Penalty: 985.165955
	Iteration 293Q: 3 clusters Score -4049129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4049127.000000 Penalty: 985.165955
	Iteration 294Q: 3 clusters Score -4049127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4049130.750000 Penalty: 985.165955
	Iteration 295Q: 3 clusters Score -4049131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4049135.500000 Penalty: 985.165955
	Iteration 296Q: 3 clusters Score -4049136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4049137.000000 Penalty: 985.165955
	Iteration 297Q: 3 clusters Score -4049137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4049136.000000 Penalty: 985.165955
	Iteration 298Q: 3 clusters Score -4049136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4049123.000000 Penalty: 985.165955
	Iteration 299Q: 3 clusters Score -4049123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4049125.750000 Penalty: 985.165955
	Iteration 300F: 3 clusters Score -4049126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4049125.750000 Penalty: 985.165955
	Iteration 301Q: 3 clusters Score -4049126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4049131.500000 Penalty: 985.165955
	Iteration 302Q: 3 clusters Score -4049132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4049134.500000 Penalty: 985.165955
	Iteration 303Q: 3 clusters Score -4049134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4049138.250000 Penalty: 985.165955
	Iteration 304Q: 3 clusters Score -4049138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4049133.500000 Penalty: 985.165955
	Iteration 305Q: 3 clusters Score -4049134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4049129.250000 Penalty: 985.165955
	Iteration 306Q: 3 clusters Score -4049129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4049116.500000 Penalty: 985.165955
	Iteration 307Q: 3 clusters Score -4049116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4049124.500000 Penalty: 985.165955
	Iteration 308Q: 3 clusters Score -4049124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4049123.250000 Penalty: 985.165955
	Iteration 309Q: 3 clusters Score -4049123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4049128.750000 Penalty: 985.165955
	Iteration 310Q: 3 clusters Score -4049129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4049133.500000 Penalty: 985.165955
	Iteration 311Q: 3 clusters Score -4049134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4049141.750000 Penalty: 985.165955
	Iteration 312Q: 3 clusters Score -4049142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4049142.500000 Penalty: 985.165955
	Iteration 313Q: 3 clusters Score -4049142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4049151.500000 Penalty: 985.165955
	Iteration 314Q: 3 clusters Score -4049152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4049146.000000 Penalty: 985.165955
	Iteration 315Q: 3 clusters Score -4049146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4049147.250000 Penalty: 985.165955
	Iteration 316Q: 3 clusters Score -4049147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4049146.000000 Penalty: 985.165955
	Iteration 317Q: 3 clusters Score -4049146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4049142.500000 Penalty: 985.165955
	Iteration 318Q: 3 clusters Score -4049142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4049140.750000 Penalty: 985.165955
	Iteration 319Q: 3 clusters Score -4049141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4049141.250000 Penalty: 985.165955
	Iteration 320F: 3 clusters Score -4049141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4049139.000000 Penalty: 985.165955
	Iteration 321Q: 3 clusters Score -4049139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4049144.500000 Penalty: 985.165955
	Iteration 322Q: 3 clusters Score -4049144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4049148.500000 Penalty: 985.165955
	Iteration 323Q: 3 clusters Score -4049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4049148.500000 Penalty: 985.165955
	Iteration 324Q: 3 clusters Score -4049148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4049144.500000 Penalty: 985.165955
	Iteration 325Q: 3 clusters Score -4049144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4049144.500000 Penalty: 985.165955
	Iteration 326F: 3 clusters Score -4049144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 199 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Entering Unmasked Estep 
Score: -42126392.000000 Penalty: 32504.566406
Splitting cluster 26 changes total score from -42125416.000000 to -42126392.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 27 (7999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Entering Unmasked Estep 
Score: -597392.625000 Penalty: 408.911774
	Iteration 0F: 2 clusters Score -597392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -592134.812500 Penalty: 817.823547
	Iteration 0F: 3 clusters Score -592134.8 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -594624.437500 Penalty: 817.823547
	Iteration 1F: 3 clusters Score -594624.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -595092.375000 Penalty: 817.823547
	Iteration 2F: 3 clusters Score -595092.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -595538.937500 Penalty: 817.823547
	Iteration 3F: 3 clusters Score -595538.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -595892.437500 Penalty: 817.823547
	Iteration 4F: 3 clusters Score -595892.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -596249.250000 Penalty: 817.823547
	Iteration 5F: 3 clusters Score -596249.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -596509.750000 Penalty: 817.823547
	Iteration 6Q: 3 clusters Score -596509.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -596637.500000 Penalty: 817.823547
	Iteration 7Q: 3 clusters Score -596637.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -596715.875000 Penalty: 817.823547
	Iteration 8Q: 3 clusters Score -596715.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -596786.312500 Penalty: 817.823547
	Iteration 9Q: 3 clusters Score -596786.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -596854.437500 Penalty: 817.823547
	Iteration 10Q: 3 clusters Score -596854.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -596911.500000 Penalty: 817.823547
	Iteration 11Q: 3 clusters Score -596911.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -596951.187500 Penalty: 817.823547
	Iteration 12Q: 3 clusters Score -596951.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -596986.125000 Penalty: 817.823547
	Iteration 13Q: 3 clusters Score -596986.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -597012.625000 Penalty: 817.823547
	Iteration 14Q: 3 clusters Score -597012.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -597033.125000 Penalty: 817.823547
	Iteration 15Q: 3 clusters Score -597033.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -597048.812500 Penalty: 817.823547
	Iteration 16Q: 3 clusters Score -597048.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -597057.375000 Penalty: 817.823547
	Iteration 17Q: 3 clusters Score -597057.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -597061.562500 Penalty: 817.823547
	Iteration 18Q: 3 clusters Score -597061.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -597062.187500 Penalty: 817.823547
	Iteration 19Q: 3 clusters Score -597062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -597063.875000 Penalty: 817.823547
	Iteration 20F: 3 clusters Score -597063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -597065.375000 Penalty: 817.823547
	Iteration 21Q: 3 clusters Score -597065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -597068.625000 Penalty: 817.823547
	Iteration 22Q: 3 clusters Score -597068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -597069.062500 Penalty: 817.823547
	Iteration 23Q: 3 clusters Score -597069.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -597072.312500 Penalty: 817.823547
	Iteration 24Q: 3 clusters Score -597072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -597076.687500 Penalty: 817.823547
	Iteration 25Q: 3 clusters Score -597076.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -597079.125000 Penalty: 817.823547
	Iteration 26Q: 3 clusters Score -597079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -597083.187500 Penalty: 817.823547
	Iteration 27Q: 3 clusters Score -597083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -597083.750000 Penalty: 817.823547
	Iteration 28Q: 3 clusters Score -597083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -597085.625000 Penalty: 817.823547
	Iteration 29Q: 3 clusters Score -597085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -597090.875000 Penalty: 817.823547
	Iteration 30Q: 3 clusters Score -597090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -597099.625000 Penalty: 817.823547
	Iteration 31Q: 3 clusters Score -597099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -597104.500000 Penalty: 817.823547
	Iteration 32Q: 3 clusters Score -597104.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -597109.500000 Penalty: 817.823547
	Iteration 33Q: 3 clusters Score -597109.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -597112.937500 Penalty: 817.823547
	Iteration 34Q: 3 clusters Score -597112.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -597118.562500 Penalty: 817.823547
	Iteration 35Q: 3 clusters Score -597118.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -597130.500000 Penalty: 817.823547
	Iteration 36Q: 3 clusters Score -597130.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -597137.062500 Penalty: 817.823547
	Iteration 37Q: 3 clusters Score -597137.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -597142.687500 Penalty: 817.823547
	Iteration 38Q: 3 clusters Score -597142.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -597154.750000 Penalty: 817.823547
	Iteration 39Q: 3 clusters Score -597154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -597162.687500 Penalty: 817.823547
	Iteration 40F: 3 clusters Score -597162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -597166.812500 Penalty: 817.823547
	Iteration 41Q: 3 clusters Score -597166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -597168.750000 Penalty: 817.823547
	Iteration 42Q: 3 clusters Score -597168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -597171.937500 Penalty: 817.823547
	Iteration 43Q: 3 clusters Score -597171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -597175.875000 Penalty: 817.823547
	Iteration 44Q: 3 clusters Score -597175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -597178.125000 Penalty: 817.823547
	Iteration 45Q: 3 clusters Score -597178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -597180.687500 Penalty: 817.823547
	Iteration 46Q: 3 clusters Score -597180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -597181.312500 Penalty: 817.823547
	Iteration 47Q: 3 clusters Score -597181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -597181.875000 Penalty: 817.823547
	Iteration 48Q: 3 clusters Score -597181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -597181.937500 Penalty: 817.823547
	Iteration 49Q: 3 clusters Score -597181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -597184.625000 Penalty: 817.823547
	Iteration 50Q: 3 clusters Score -597184.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -597184.750000 Penalty: 817.823547
	Iteration 51Q: 3 clusters Score -597184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -597184.750000 Penalty: 817.823547
	Iteration 52F: 3 clusters Score -597184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Entering Unmasked Estep 
Score: -1475675.500000 Penalty: 446.464813
	Iteration 0F: 2 clusters Score -1475676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1463632.875000 Penalty: 892.929626
	Iteration 0F: 3 clusters Score -1463633 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1469094.000000 Penalty: 892.929626
	Iteration 1F: 3 clusters Score -1469094 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1469971.500000 Penalty: 892.929626
	Iteration 2F: 3 clusters Score -1469972 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1471215.875000 Penalty: 892.929626
	Iteration 3F: 3 clusters Score -1471216 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1472583.625000 Penalty: 892.929626
	Iteration 4F: 3 clusters Score -1472584 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1473663.750000 Penalty: 892.929626
	Iteration 5F: 3 clusters Score -1473664 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1474347.375000 Penalty: 892.929626
	Iteration 6Q: 3 clusters Score -1474347 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1474753.375000 Penalty: 892.929626
	Iteration 7Q: 3 clusters Score -1474753 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1474978.500000 Penalty: 892.929626
	Iteration 8Q: 3 clusters Score -1474978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1475106.000000 Penalty: 892.929626
	Iteration 9Q: 3 clusters Score -1475106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1475173.125000 Penalty: 892.929626
	Iteration 10Q: 3 clusters Score -1475173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1475218.500000 Penalty: 892.929626
	Iteration 11Q: 3 clusters Score -1475218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1475239.750000 Penalty: 892.929626
	Iteration 12Q: 3 clusters Score -1475240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1475263.000000 Penalty: 892.929626
	Iteration 13Q: 3 clusters Score -1475263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1475276.125000 Penalty: 892.929626
	Iteration 14Q: 3 clusters Score -1475276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1475279.750000 Penalty: 892.929626
	Iteration 15Q: 3 clusters Score -1475280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1475280.875000 Penalty: 892.929626
	Iteration 16Q: 3 clusters Score -1475281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1475284.875000 Penalty: 892.929626
	Iteration 17Q: 3 clusters Score -1475285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1475285.625000 Penalty: 892.929626
	Iteration 18Q: 3 clusters Score -1475286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1475287.750000 Penalty: 892.929626
	Iteration 19Q: 3 clusters Score -1475288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1475288.500000 Penalty: 892.929626
	Iteration 20F: 3 clusters Score -1475288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -11518.994141 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -11518.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11278.351562 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -11278.35 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11373.767578 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -11373.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -11432.435547 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -11432.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11494.589844 Penalty: 481.690735
	Iteration 3F: 3 clusters Score -11494.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11547.747070 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -11547.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11587.295898 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -11587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11631.543945 Penalty: 481.690735
	Iteration 6Q: 3 clusters Score -11631.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11659.827148 Penalty: 481.690735
	Iteration 7Q: 3 clusters Score -11659.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11678.053711 Penalty: 481.690735
	Iteration 8Q: 3 clusters Score -11678.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11722.178711 Penalty: 481.690735
	Iteration 9Q: 3 clusters Score -11722.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11756.526367 Penalty: 481.690735
	Iteration 10Q: 3 clusters Score -11756.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11811.089844 Penalty: 481.690735
	Iteration 11Q: 3 clusters Score -11811.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11828.796875 Penalty: 481.690735
	Iteration 12Q: 3 clusters Score -11828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11882.232422 Penalty: 481.690735
	Iteration 13F: 3 clusters Score -11882.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12044.416016 Penalty: 481.690735
	Iteration 14Q: 3 clusters Score -12044.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12049.963867 Penalty: 481.690735
	Iteration 15Q: 3 clusters Score -12049.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12049.963867 Penalty: 481.690735
	Iteration 16F: 3 clusters Score -12049.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 41966 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Entering Unmasked Estep 
Score: -42126512.000000 Penalty: 33106.503906
Splitting cluster 29 changes total score from -42125416.000000 to -42126512.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 30 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -233567.781250 Penalty: 366.898041
	Iteration 0F: 2 clusters Score -233567.8 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 1608 members 
Entering Unmasked Estep 
Score: -231359.062500 Penalty: 733.796082
	Iteration 0F: 3 clusters Score -231359.1 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -232132.421875 Penalty: 733.796082
	Iteration 1F: 3 clusters Score -232132.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -232204.046875 Penalty: 733.796082
	Iteration 2F: 3 clusters Score -232204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -232284.812500 Penalty: 733.796082
	Iteration 3Q: 3 clusters Score -232284.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -232347.265625 Penalty: 733.796082
	Iteration 4Q: 3 clusters Score -232347.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -232421.156250 Penalty: 733.796082
	Iteration 5Q: 3 clusters Score -232421.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -232494.343750 Penalty: 733.796082
	Iteration 6Q: 3 clusters Score -232494.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -232566.156250 Penalty: 733.796082
	Iteration 7Q: 3 clusters Score -232566.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -232635.515625 Penalty: 733.796082
	Iteration 8Q: 3 clusters Score -232635.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -232689.015625 Penalty: 733.796082
	Iteration 9Q: 3 clusters Score -232689 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -232728.359375 Penalty: 733.796082
	Iteration 10Q: 3 clusters Score -232728.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -232744.234375 Penalty: 733.796082
	Iteration 11Q: 3 clusters Score -232744.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -232757.203125 Penalty: 733.796082
	Iteration 12Q: 3 clusters Score -232757.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -232768.718750 Penalty: 733.796082
	Iteration 13Q: 3 clusters Score -232768.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -232779.015625 Penalty: 733.796082
	Iteration 14Q: 3 clusters Score -232779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -232788.453125 Penalty: 733.796082
	Iteration 15Q: 3 clusters Score -232788.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -232797.703125 Penalty: 733.796082
	Iteration 16Q: 3 clusters Score -232797.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -232806.609375 Penalty: 733.796082
	Iteration 17Q: 3 clusters Score -232806.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -232817.875000 Penalty: 733.796082
	Iteration 18Q: 3 clusters Score -232817.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -232829.390625 Penalty: 733.796082
	Iteration 19Q: 3 clusters Score -232829.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -232834.812500 Penalty: 733.796082
	Iteration 20F: 3 clusters Score -232834.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -232838.890625 Penalty: 733.796082
	Iteration 21Q: 3 clusters Score -232838.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -232844.671875 Penalty: 733.796082
	Iteration 22Q: 3 clusters Score -232844.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -232853.625000 Penalty: 733.796082
	Iteration 23Q: 3 clusters Score -232853.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -232862.546875 Penalty: 733.796082
	Iteration 24Q: 3 clusters Score -232862.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -232869.796875 Penalty: 733.796082
	Iteration 25Q: 3 clusters Score -232869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -232875.734375 Penalty: 733.796082
	Iteration 26Q: 3 clusters Score -232875.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -232884.187500 Penalty: 733.796082
	Iteration 27Q: 3 clusters Score -232884.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -232892.187500 Penalty: 733.796082
	Iteration 28Q: 3 clusters Score -232892.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -232902.953125 Penalty: 733.796082
	Iteration 29Q: 3 clusters Score -232903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -232908.875000 Penalty: 733.796082
	Iteration 30Q: 3 clusters Score -232908.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -232912.843750 Penalty: 733.796082
	Iteration 31Q: 3 clusters Score -232912.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -232918.406250 Penalty: 733.796082
	Iteration 32Q: 3 clusters Score -232918.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -232921.468750 Penalty: 733.796082
	Iteration 33Q: 3 clusters Score -232921.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -232924.578125 Penalty: 733.796082
	Iteration 34Q: 3 clusters Score -232924.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -232929.781250 Penalty: 733.796082
	Iteration 35Q: 3 clusters Score -232929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -232937.234375 Penalty: 733.796082
	Iteration 36Q: 3 clusters Score -232937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -232944.515625 Penalty: 733.796082
	Iteration 37Q: 3 clusters Score -232944.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -232951.437500 Penalty: 733.796082
	Iteration 38Q: 3 clusters Score -232951.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -232959.421875 Penalty: 733.796082
	Iteration 39Q: 3 clusters Score -232959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -232969.203125 Penalty: 733.796082
	Iteration 40F: 3 clusters Score -232969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -232980.734375 Penalty: 733.796082
	Iteration 41Q: 3 clusters Score -232980.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -232989.781250 Penalty: 733.796082
	Iteration 42Q: 3 clusters Score -232989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -233000.593750 Penalty: 733.796082
	Iteration 43Q: 3 clusters Score -233000.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -233013.343750 Penalty: 733.796082
	Iteration 44Q: 3 clusters Score -233013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -233025.781250 Penalty: 733.796082
	Iteration 45Q: 3 clusters Score -233025.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -233036.515625 Penalty: 733.796082
	Iteration 46Q: 3 clusters Score -233036.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -233045.515625 Penalty: 733.796082
	Iteration 47Q: 3 clusters Score -233045.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -233056.421875 Penalty: 733.796082
	Iteration 48Q: 3 clusters Score -233056.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -233065.500000 Penalty: 733.796082
	Iteration 49Q: 3 clusters Score -233065.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -233074.687500 Penalty: 733.796082
	Iteration 50Q: 3 clusters Score -233074.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -233086.515625 Penalty: 733.796082
	Iteration 51Q: 3 clusters Score -233086.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -233103.531250 Penalty: 733.796082
	Iteration 52Q: 3 clusters Score -233103.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -233114.609375 Penalty: 733.796082
	Iteration 53Q: 3 clusters Score -233114.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -233122.406250 Penalty: 733.796082
	Iteration 54Q: 3 clusters Score -233122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -233128.703125 Penalty: 733.796082
	Iteration 55Q: 3 clusters Score -233128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -233136.109375 Penalty: 733.796082
	Iteration 56Q: 3 clusters Score -233136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -233147.171875 Penalty: 733.796082
	Iteration 57Q: 3 clusters Score -233147.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -233156.500000 Penalty: 733.796082
	Iteration 58Q: 3 clusters Score -233156.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -233167.281250 Penalty: 733.796082
	Iteration 59Q: 3 clusters Score -233167.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -233177.625000 Penalty: 733.796082
	Iteration 60F: 3 clusters Score -233177.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -233188.187500 Penalty: 733.796082
	Iteration 61Q: 3 clusters Score -233188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -233195.500000 Penalty: 733.796082
	Iteration 62Q: 3 clusters Score -233195.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -233205.343750 Penalty: 733.796082
	Iteration 63Q: 3 clusters Score -233205.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -233217.187500 Penalty: 733.796082
	Iteration 64Q: 3 clusters Score -233217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -233225.703125 Penalty: 733.796082
	Iteration 65Q: 3 clusters Score -233225.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -233230.515625 Penalty: 733.796082
	Iteration 66Q: 3 clusters Score -233230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -233234.718750 Penalty: 733.796082
	Iteration 67Q: 3 clusters Score -233234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -233234.718750 Penalty: 733.796082
	Iteration 68F: 3 clusters Score -233234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -190910.109375 Penalty: 358.628143
	Iteration 0F: 2 clusters Score -190910.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -189107.437500 Penalty: 717.256287
	Iteration 0F: 3 clusters Score -189107.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -189788.234375 Penalty: 717.256287
	Iteration 1F: 3 clusters Score -189788.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -189908.484375 Penalty: 717.256287
	Iteration 2F: 3 clusters Score -189908.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -190001.359375 Penalty: 717.256287
	Iteration 3F: 3 clusters Score -190001.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190079.609375 Penalty: 717.256287
	Iteration 4Q: 3 clusters Score -190079.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -190157.796875 Penalty: 717.256287
	Iteration 5Q: 3 clusters Score -190157.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -190211.234375 Penalty: 717.256287
	Iteration 6Q: 3 clusters Score -190211.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190263.937500 Penalty: 717.256287
	Iteration 7Q: 3 clusters Score -190263.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190303.718750 Penalty: 717.256287
	Iteration 8Q: 3 clusters Score -190303.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190329.078125 Penalty: 717.256287
	Iteration 9Q: 3 clusters Score -190329.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190348.796875 Penalty: 717.256287
	Iteration 10Q: 3 clusters Score -190348.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -190364.093750 Penalty: 717.256287
	Iteration 11Q: 3 clusters Score -190364.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190374.859375 Penalty: 717.256287
	Iteration 12Q: 3 clusters Score -190374.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190384.640625 Penalty: 717.256287
	Iteration 13Q: 3 clusters Score -190384.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190394.812500 Penalty: 717.256287
	Iteration 14Q: 3 clusters Score -190394.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190403.234375 Penalty: 717.256287
	Iteration 15Q: 3 clusters Score -190403.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -190414.281250 Penalty: 717.256287
	Iteration 16Q: 3 clusters Score -190414.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -190423.562500 Penalty: 717.256287
	Iteration 17Q: 3 clusters Score -190423.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190429.671875 Penalty: 717.256287
	Iteration 18Q: 3 clusters Score -190429.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -190434.140625 Penalty: 717.256287
	Iteration 19Q: 3 clusters Score -190434.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -190439.515625 Penalty: 717.256287
	Iteration 20F: 3 clusters Score -190439.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190444.750000 Penalty: 717.256287
	Iteration 21Q: 3 clusters Score -190444.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -190450.671875 Penalty: 717.256287
	Iteration 22Q: 3 clusters Score -190450.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -190460.781250 Penalty: 717.256287
	Iteration 23Q: 3 clusters Score -190460.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -190471.031250 Penalty: 717.256287
	Iteration 24Q: 3 clusters Score -190471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -190481.515625 Penalty: 717.256287
	Iteration 25Q: 3 clusters Score -190481.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190492.203125 Penalty: 717.256287
	Iteration 26Q: 3 clusters Score -190492.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -190501.343750 Penalty: 717.256287
	Iteration 27Q: 3 clusters Score -190501.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -190510.375000 Penalty: 717.256287
	Iteration 28Q: 3 clusters Score -190510.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -190516.843750 Penalty: 717.256287
	Iteration 29Q: 3 clusters Score -190516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -190522.281250 Penalty: 717.256287
	Iteration 30Q: 3 clusters Score -190522.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -190529.453125 Penalty: 717.256287
	Iteration 31Q: 3 clusters Score -190529.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -190539.234375 Penalty: 717.256287
	Iteration 32Q: 3 clusters Score -190539.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -190547.109375 Penalty: 717.256287
	Iteration 33Q: 3 clusters Score -190547.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -190556.937500 Penalty: 717.256287
	Iteration 34Q: 3 clusters Score -190556.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -190565.453125 Penalty: 717.256287
	Iteration 35Q: 3 clusters Score -190565.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -190576.718750 Penalty: 717.256287
	Iteration 36Q: 3 clusters Score -190576.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -190593.687500 Penalty: 717.256287
	Iteration 37Q: 3 clusters Score -190593.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -190607.000000 Penalty: 717.256287
	Iteration 38Q: 3 clusters Score -190607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -190616.515625 Penalty: 717.256287
	Iteration 39Q: 3 clusters Score -190616.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -190624.375000 Penalty: 717.256287
	Iteration 40F: 3 clusters Score -190624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -190629.968750 Penalty: 717.256287
	Iteration 41Q: 3 clusters Score -190630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -190635.812500 Penalty: 717.256287
	Iteration 42Q: 3 clusters Score -190635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -190640.265625 Penalty: 717.256287
	Iteration 43Q: 3 clusters Score -190640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -190643.093750 Penalty: 717.256287
	Iteration 44Q: 3 clusters Score -190643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -190644.562500 Penalty: 717.256287
	Iteration 45Q: 3 clusters Score -190644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -190647.109375 Penalty: 717.256287
	Iteration 46Q: 3 clusters Score -190647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -190648.703125 Penalty: 717.256287
	Iteration 47Q: 3 clusters Score -190648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -190649.906250 Penalty: 717.256287
	Iteration 48Q: 3 clusters Score -190649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -190651.531250 Penalty: 717.256287
	Iteration 49Q: 3 clusters Score -190651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -190651.531250 Penalty: 717.256287
	Iteration 50F: 3 clusters Score -190651.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (41966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Entering Unmasked Estep 
Score: -3355254.000000 Penalty: 484.329987
	Iteration 0F: 2 clusters Score -3355254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3333575.250000 Penalty: 968.659973
	Iteration 0F: 3 clusters Score -3333575 nChanged 20390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3346496.500000 Penalty: 968.659973
	Iteration 1F: 3 clusters Score -3346496 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3348417.250000 Penalty: 968.659973
	Iteration 2F: 3 clusters Score -3348417 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3351292.750000 Penalty: 968.659973
	Iteration 3F: 3 clusters Score -3351293 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -3354318.500000 Penalty: 968.659973
	Iteration 4F: 3 clusters Score -3354318 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3356383.750000 Penalty: 968.659973
	Iteration 5F: 3 clusters Score -3356384 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3357548.000000 Penalty: 968.659973
	Iteration 6F: 3 clusters Score -3357548 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3358369.500000 Penalty: 968.659973
	Iteration 7Q: 3 clusters Score -3358370 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3358967.750000 Penalty: 968.659973
	Iteration 8Q: 3 clusters Score -3358968 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -3359392.500000 Penalty: 968.659973
	Iteration 9Q: 3 clusters Score -3359392 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3359648.250000 Penalty: 968.659973
	Iteration 10Q: 3 clusters Score -3359648 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3359761.000000 Penalty: 968.659973
	Iteration 11Q: 3 clusters Score -3359761 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3359853.500000 Penalty: 968.659973
	Iteration 12Q: 3 clusters Score -3359854 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -3359882.000000 Penalty: 968.659973
	Iteration 13Q: 3 clusters Score -3359882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -3359912.000000 Penalty: 968.659973
	Iteration 14Q: 3 clusters Score -3359912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -3359895.250000 Penalty: 968.659973
	Iteration 15Q: 3 clusters Score -3359895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3359877.250000 Penalty: 968.659973
	Iteration 16Q: 3 clusters Score -3359877 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -3359860.500000 Penalty: 968.659973
	Iteration 17Q: 3 clusters Score -3359860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3359858.750000 Penalty: 968.659973
	Iteration 18Q: 3 clusters Score -3359859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3359838.250000 Penalty: 968.659973
	Iteration 19Q: 3 clusters Score -3359838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3359828.750000 Penalty: 968.659973
	Iteration 20F: 3 clusters Score -3359829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3359825.750000 Penalty: 968.659973
	Iteration 21Q: 3 clusters Score -3359826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -3359817.500000 Penalty: 968.659973
	Iteration 22Q: 3 clusters Score -3359818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3359812.250000 Penalty: 968.659973
	Iteration 23Q: 3 clusters Score -3359812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -3359791.000000 Penalty: 968.659973
	Iteration 24Q: 3 clusters Score -3359791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -3359789.750000 Penalty: 968.659973
	Iteration 25Q: 3 clusters Score -3359790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3359782.250000 Penalty: 968.659973
	Iteration 26Q: 3 clusters Score -3359782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3359774.750000 Penalty: 968.659973
	Iteration 27Q: 3 clusters Score -3359775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -3359774.250000 Penalty: 968.659973
	Iteration 28Q: 3 clusters Score -3359774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3359765.000000 Penalty: 968.659973
	Iteration 29Q: 3 clusters Score -3359765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3359744.000000 Penalty: 968.659973
	Iteration 30Q: 3 clusters Score -3359744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -3359739.750000 Penalty: 968.659973
	Iteration 31Q: 3 clusters Score -3359740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3359730.500000 Penalty: 968.659973
	Iteration 32Q: 3 clusters Score -3359730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -3359701.750000 Penalty: 968.659973
	Iteration 33Q: 3 clusters Score -3359702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -3359692.750000 Penalty: 968.659973
	Iteration 34Q: 3 clusters Score -3359693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3359697.250000 Penalty: 968.659973
	Iteration 35Q: 3 clusters Score -3359697 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -3359696.250000 Penalty: 968.659973
	Iteration 36Q: 3 clusters Score -3359696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3359691.000000 Penalty: 968.659973
	Iteration 37Q: 3 clusters Score -3359691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3359697.250000 Penalty: 968.659973
	Iteration 38Q: 3 clusters Score -3359697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3359694.250000 Penalty: 968.659973
	Iteration 39Q: 3 clusters Score -3359694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3359697.750000 Penalty: 968.659973
	Iteration 40F: 3 clusters Score -3359698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3359685.000000 Penalty: 968.659973
	Iteration 41Q: 3 clusters Score -3359685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3359678.000000 Penalty: 968.659973
	Iteration 42Q: 3 clusters Score -3359678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3359667.000000 Penalty: 968.659973
	Iteration 43Q: 3 clusters Score -3359667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -3359681.500000 Penalty: 968.659973
	Iteration 44Q: 3 clusters Score -3359682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -3359683.500000 Penalty: 968.659973
	Iteration 45Q: 3 clusters Score -3359684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3359667.500000 Penalty: 968.659973
	Iteration 46Q: 3 clusters Score -3359668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3359659.000000 Penalty: 968.659973
	Iteration 47Q: 3 clusters Score -3359659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3359655.000000 Penalty: 968.659973
	Iteration 48Q: 3 clusters Score -3359655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -3359640.500000 Penalty: 968.659973
	Iteration 49Q: 3 clusters Score -3359640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -3359632.000000 Penalty: 968.659973
	Iteration 50Q: 3 clusters Score -3359632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3359619.750000 Penalty: 968.659973
	Iteration 51Q: 3 clusters Score -3359620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -3359614.000000 Penalty: 968.659973
	Iteration 52Q: 3 clusters Score -3359614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3359606.250000 Penalty: 968.659973
	Iteration 53Q: 3 clusters Score -3359606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -3359593.750000 Penalty: 968.659973
	Iteration 54Q: 3 clusters Score -3359594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3359582.750000 Penalty: 968.659973
	Iteration 55Q: 3 clusters Score -3359583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3359569.000000 Penalty: 968.659973
	Iteration 56Q: 3 clusters Score -3359569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3359569.750000 Penalty: 968.659973
	Iteration 57Q: 3 clusters Score -3359570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -3359555.000000 Penalty: 968.659973
	Iteration 58Q: 3 clusters Score -3359555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3359553.250000 Penalty: 968.659973
	Iteration 59Q: 3 clusters Score -3359553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -3359549.000000 Penalty: 968.659973
	Iteration 60F: 3 clusters Score -3359549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -3359551.500000 Penalty: 968.659973
	Iteration 61Q: 3 clusters Score -3359552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3359549.250000 Penalty: 968.659973
	Iteration 62Q: 3 clusters Score -3359549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -3359540.000000 Penalty: 968.659973
	Iteration 63Q: 3 clusters Score -3359540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -3359517.750000 Penalty: 968.659973
	Iteration 64Q: 3 clusters Score -3359518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3359500.500000 Penalty: 968.659973
	Iteration 65Q: 3 clusters Score -3359500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3359476.250000 Penalty: 968.659973
	Iteration 66Q: 3 clusters Score -3359476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -3359462.750000 Penalty: 968.659973
	Iteration 67Q: 3 clusters Score -3359463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3359451.500000 Penalty: 968.659973
	Iteration 68Q: 3 clusters Score -3359452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3359442.000000 Penalty: 968.659973
	Iteration 69Q: 3 clusters Score -3359442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -3359420.500000 Penalty: 968.659973
	Iteration 70Q: 3 clusters Score -3359420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3359409.750000 Penalty: 968.659973
	Iteration 71Q: 3 clusters Score -3359410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3359402.500000 Penalty: 968.659973
	Iteration 72Q: 3 clusters Score -3359402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3359403.250000 Penalty: 968.659973
	Iteration 73Q: 3 clusters Score -3359403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -3359390.000000 Penalty: 968.659973
	Iteration 74Q: 3 clusters Score -3359390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3359396.250000 Penalty: 968.659973
	Iteration 75Q: 3 clusters Score -3359396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3359384.500000 Penalty: 968.659973
	Iteration 76Q: 3 clusters Score -3359384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3359373.250000 Penalty: 968.659973
	Iteration 77Q: 3 clusters Score -3359373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -3359350.750000 Penalty: 968.659973
	Iteration 78Q: 3 clusters Score -3359351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -3359334.500000 Penalty: 968.659973
	Iteration 79Q: 3 clusters Score -3359334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -3359335.000000 Penalty: 968.659973
	Iteration 80F: 3 clusters Score -3359335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -3359323.750000 Penalty: 968.659973
	Iteration 81Q: 3 clusters Score -3359324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -3359323.000000 Penalty: 968.659973
	Iteration 82Q: 3 clusters Score -3359323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -3359323.750000 Penalty: 968.659973
	Iteration 83Q: 3 clusters Score -3359324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -3359316.250000 Penalty: 968.659973
	Iteration 84Q: 3 clusters Score -3359316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -3359318.000000 Penalty: 968.659973
	Iteration 85Q: 3 clusters Score -3359318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -3359319.500000 Penalty: 968.659973
	Iteration 86Q: 3 clusters Score -3359320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3359329.000000 Penalty: 968.659973
	Iteration 87Q: 3 clusters Score -3359329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -3359325.250000 Penalty: 968.659973
	Iteration 88Q: 3 clusters Score -3359325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3359318.250000 Penalty: 968.659973
	Iteration 89Q: 3 clusters Score -3359318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3359319.000000 Penalty: 968.659973
	Iteration 90Q: 3 clusters Score -3359319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -3359317.000000 Penalty: 968.659973
	Iteration 91Q: 3 clusters Score -3359317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -3359308.250000 Penalty: 968.659973
	Iteration 92Q: 3 clusters Score -3359308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -3359306.000000 Penalty: 968.659973
	Iteration 93Q: 3 clusters Score -3359306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3359304.500000 Penalty: 968.659973
	Iteration 94Q: 3 clusters Score -3359304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -3359300.250000 Penalty: 968.659973
	Iteration 95Q: 3 clusters Score -3359300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -3359299.250000 Penalty: 968.659973
	Iteration 96Q: 3 clusters Score -3359299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3359303.750000 Penalty: 968.659973
	Iteration 97Q: 3 clusters Score -3359304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -3359302.500000 Penalty: 968.659973
	Iteration 98Q: 3 clusters Score -3359302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3359303.500000 Penalty: 968.659973
	Iteration 99Q: 3 clusters Score -3359304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3359303.500000 Penalty: 968.659973
	Iteration 100F: 3 clusters Score -3359304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 30777 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Entering Unmasked Estep 
Score: -42130428.000000 Penalty: 33708.441406
Splitting cluster 32 changes total score from -42125416.000000 to -42130428.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 33 (23750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Entering Unmasked Estep 
Score: -1876532.625000 Penalty: 458.427856
	Iteration 0F: 2 clusters Score -1876533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1860737.625000 Penalty: 916.855713
	Iteration 0F: 3 clusters Score -1860738 nChanged 11359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1868089.000000 Penalty: 916.855713
	Iteration 1F: 3 clusters Score -1868089 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1868830.625000 Penalty: 916.855713
	Iteration 2F: 3 clusters Score -1868831 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1869814.500000 Penalty: 916.855713
	Iteration 3F: 3 clusters Score -1869814 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1871037.125000 Penalty: 916.855713
	Iteration 4F: 3 clusters Score -1871037 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1872008.750000 Penalty: 916.855713
	Iteration 5F: 3 clusters Score -1872009 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1872478.500000 Penalty: 916.855713
	Iteration 6Q: 3 clusters Score -1872478 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1872671.750000 Penalty: 916.855713
	Iteration 7Q: 3 clusters Score -1872672 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1872818.625000 Penalty: 916.855713
	Iteration 8Q: 3 clusters Score -1872819 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1872935.500000 Penalty: 916.855713
	Iteration 9Q: 3 clusters Score -1872936 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1873061.875000 Penalty: 916.855713
	Iteration 10Q: 3 clusters Score -1873062 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1873217.750000 Penalty: 916.855713
	Iteration 11Q: 3 clusters Score -1873218 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1873424.000000 Penalty: 916.855713
	Iteration 12Q: 3 clusters Score -1873424 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1873691.500000 Penalty: 916.855713
	Iteration 13Q: 3 clusters Score -1873692 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1873943.875000 Penalty: 916.855713
	Iteration 14Q: 3 clusters Score -1873944 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1874202.625000 Penalty: 916.855713
	Iteration 15Q: 3 clusters Score -1874203 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1874468.500000 Penalty: 916.855713
	Iteration 16Q: 3 clusters Score -1874468 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1874715.125000 Penalty: 916.855713
	Iteration 17Q: 3 clusters Score -1874715 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1874936.750000 Penalty: 916.855713
	Iteration 18Q: 3 clusters Score -1874937 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1875135.000000 Penalty: 916.855713
	Iteration 19Q: 3 clusters Score -1875135 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1875278.375000 Penalty: 916.855713
	Iteration 20F: 3 clusters Score -1875278 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1875376.750000 Penalty: 916.855713
	Iteration 21Q: 3 clusters Score -1875377 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1875464.500000 Penalty: 916.855713
	Iteration 22Q: 3 clusters Score -1875464 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1875521.875000 Penalty: 916.855713
	Iteration 23Q: 3 clusters Score -1875522 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1875569.250000 Penalty: 916.855713
	Iteration 24Q: 3 clusters Score -1875569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1875602.250000 Penalty: 916.855713
	Iteration 25Q: 3 clusters Score -1875602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1875634.250000 Penalty: 916.855713
	Iteration 26Q: 3 clusters Score -1875634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1875664.375000 Penalty: 916.855713
	Iteration 27Q: 3 clusters Score -1875664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1875699.250000 Penalty: 916.855713
	Iteration 28Q: 3 clusters Score -1875699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1875732.500000 Penalty: 916.855713
	Iteration 29Q: 3 clusters Score -1875732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1875752.625000 Penalty: 916.855713
	Iteration 30Q: 3 clusters Score -1875753 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1875774.500000 Penalty: 916.855713
	Iteration 31Q: 3 clusters Score -1875774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1875794.125000 Penalty: 916.855713
	Iteration 32Q: 3 clusters Score -1875794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1875808.000000 Penalty: 916.855713
	Iteration 33Q: 3 clusters Score -1875808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1875821.625000 Penalty: 916.855713
	Iteration 34Q: 3 clusters Score -1875822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1875832.125000 Penalty: 916.855713
	Iteration 35Q: 3 clusters Score -1875832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1875840.250000 Penalty: 916.855713
	Iteration 36Q: 3 clusters Score -1875840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1875849.625000 Penalty: 916.855713
	Iteration 37Q: 3 clusters Score -1875850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1875861.750000 Penalty: 916.855713
	Iteration 38Q: 3 clusters Score -1875862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1875866.750000 Penalty: 916.855713
	Iteration 39Q: 3 clusters Score -1875867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1875873.750000 Penalty: 916.855713
	Iteration 40F: 3 clusters Score -1875874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1875873.500000 Penalty: 916.855713
	Iteration 41Q: 3 clusters Score -1875874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1875879.875000 Penalty: 916.855713
	Iteration 42Q: 3 clusters Score -1875880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1875881.750000 Penalty: 916.855713
	Iteration 43Q: 3 clusters Score -1875882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1875887.750000 Penalty: 916.855713
	Iteration 44Q: 3 clusters Score -1875888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1875898.125000 Penalty: 916.855713
	Iteration 45Q: 3 clusters Score -1875898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1875906.250000 Penalty: 916.855713
	Iteration 46Q: 3 clusters Score -1875906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1875910.250000 Penalty: 916.855713
	Iteration 47Q: 3 clusters Score -1875910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1875917.000000 Penalty: 916.855713
	Iteration 48Q: 3 clusters Score -1875917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1875924.875000 Penalty: 916.855713
	Iteration 49Q: 3 clusters Score -1875925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1875932.000000 Penalty: 916.855713
	Iteration 50Q: 3 clusters Score -1875932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1875931.875000 Penalty: 916.855713
	Iteration 51Q: 3 clusters Score -1875932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1875934.375000 Penalty: 916.855713
	Iteration 52Q: 3 clusters Score -1875934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1875943.875000 Penalty: 916.855713
	Iteration 53Q: 3 clusters Score -1875944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1875949.625000 Penalty: 916.855713
	Iteration 54Q: 3 clusters Score -1875950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1875955.625000 Penalty: 916.855713
	Iteration 55Q: 3 clusters Score -1875956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1875960.250000 Penalty: 916.855713
	Iteration 56Q: 3 clusters Score -1875960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1875962.250000 Penalty: 916.855713
	Iteration 57Q: 3 clusters Score -1875962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1875968.125000 Penalty: 916.855713
	Iteration 58Q: 3 clusters Score -1875968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1875974.125000 Penalty: 916.855713
	Iteration 59Q: 3 clusters Score -1875974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1875977.250000 Penalty: 916.855713
	Iteration 60F: 3 clusters Score -1875977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1875978.875000 Penalty: 916.855713
	Iteration 61Q: 3 clusters Score -1875979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1875981.250000 Penalty: 916.855713
	Iteration 62Q: 3 clusters Score -1875981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1875988.500000 Penalty: 916.855713
	Iteration 63Q: 3 clusters Score -1875988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1875989.625000 Penalty: 916.855713
	Iteration 64Q: 3 clusters Score -1875990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1875991.000000 Penalty: 916.855713
	Iteration 65Q: 3 clusters Score -1875991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1875991.250000 Penalty: 916.855713
	Iteration 66Q: 3 clusters Score -1875991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1875993.000000 Penalty: 916.855713
	Iteration 67Q: 3 clusters Score -1875993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1875998.875000 Penalty: 916.855713
	Iteration 68Q: 3 clusters Score -1875999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1876001.375000 Penalty: 916.855713
	Iteration 69Q: 3 clusters Score -1876001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1875999.625000 Penalty: 916.855713
	Iteration 70Q: 3 clusters Score -1876000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1876006.125000 Penalty: 916.855713
	Iteration 71Q: 3 clusters Score -1876006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1876003.750000 Penalty: 916.855713
	Iteration 72Q: 3 clusters Score -1876004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1876006.375000 Penalty: 916.855713
	Iteration 73Q: 3 clusters Score -1876006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1876008.000000 Penalty: 916.855713
	Iteration 74Q: 3 clusters Score -1876008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1876013.750000 Penalty: 916.855713
	Iteration 75Q: 3 clusters Score -1876014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1876012.500000 Penalty: 916.855713
	Iteration 76Q: 3 clusters Score -1876012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1876018.500000 Penalty: 916.855713
	Iteration 77Q: 3 clusters Score -1876018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1876026.875000 Penalty: 916.855713
	Iteration 78Q: 3 clusters Score -1876027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1876029.375000 Penalty: 916.855713
	Iteration 79Q: 3 clusters Score -1876029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1876026.500000 Penalty: 916.855713
	Iteration 80F: 3 clusters Score -1876026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1876031.125000 Penalty: 916.855713
	Iteration 81Q: 3 clusters Score -1876031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1876033.250000 Penalty: 916.855713
	Iteration 82Q: 3 clusters Score -1876033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1876034.375000 Penalty: 916.855713
	Iteration 83Q: 3 clusters Score -1876034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1876035.375000 Penalty: 916.855713
	Iteration 84Q: 3 clusters Score -1876035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1876040.000000 Penalty: 916.855713
	Iteration 85Q: 3 clusters Score -1876040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1876043.875000 Penalty: 916.855713
	Iteration 86Q: 3 clusters Score -1876044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1876046.625000 Penalty: 916.855713
	Iteration 87Q: 3 clusters Score -1876047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1876051.750000 Penalty: 916.855713
	Iteration 88Q: 3 clusters Score -1876052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1876051.875000 Penalty: 916.855713
	Iteration 89Q: 3 clusters Score -1876052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1876054.250000 Penalty: 916.855713
	Iteration 90Q: 3 clusters Score -1876054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1876053.875000 Penalty: 916.855713
	Iteration 91Q: 3 clusters Score -1876054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1876056.000000 Penalty: 916.855713
	Iteration 92Q: 3 clusters Score -1876056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1876055.875000 Penalty: 916.855713
	Iteration 93Q: 3 clusters Score -1876056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1876055.500000 Penalty: 916.855713
	Iteration 94Q: 3 clusters Score -1876056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1876057.625000 Penalty: 916.855713
	Iteration 95Q: 3 clusters Score -1876058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1876058.625000 Penalty: 916.855713
	Iteration 96Q: 3 clusters Score -1876059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1876059.250000 Penalty: 916.855713
	Iteration 97Q: 3 clusters Score -1876059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1876060.375000 Penalty: 916.855713
	Iteration 98Q: 3 clusters Score -1876060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1876061.875000 Penalty: 916.855713
	Iteration 99Q: 3 clusters Score -1876062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1876061.250000 Penalty: 916.855713
	Iteration 100F: 3 clusters Score -1876061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1876058.875000 Penalty: 916.855713
	Iteration 101Q: 3 clusters Score -1876059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1876059.875000 Penalty: 916.855713
	Iteration 102Q: 3 clusters Score -1876060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1876062.125000 Penalty: 916.855713
	Iteration 103Q: 3 clusters Score -1876062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1876061.125000 Penalty: 916.855713
	Iteration 104Q: 3 clusters Score -1876061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1876061.000000 Penalty: 916.855713
	Iteration 105Q: 3 clusters Score -1876061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1876067.250000 Penalty: 916.855713
	Iteration 106Q: 3 clusters Score -1876067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1876067.875000 Penalty: 916.855713
	Iteration 107Q: 3 clusters Score -1876068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1876069.125000 Penalty: 916.855713
	Iteration 108Q: 3 clusters Score -1876069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1876073.250000 Penalty: 916.855713
	Iteration 109Q: 3 clusters Score -1876073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1876073.250000 Penalty: 916.855713
	Iteration 110Q: 3 clusters Score -1876073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1876075.250000 Penalty: 916.855713
	Iteration 111Q: 3 clusters Score -1876075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1876077.375000 Penalty: 916.855713
	Iteration 112Q: 3 clusters Score -1876077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1876079.875000 Penalty: 916.855713
	Iteration 113Q: 3 clusters Score -1876080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1876082.125000 Penalty: 916.855713
	Iteration 114Q: 3 clusters Score -1876082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1876081.625000 Penalty: 916.855713
	Iteration 115Q: 3 clusters Score -1876082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1876082.875000 Penalty: 916.855713
	Iteration 116Q: 3 clusters Score -1876083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1876083.000000 Penalty: 916.855713
	Iteration 117Q: 3 clusters Score -1876083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1876087.750000 Penalty: 916.855713
	Iteration 118Q: 3 clusters Score -1876088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1876091.250000 Penalty: 916.855713
	Iteration 119Q: 3 clusters Score -1876091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1876096.250000 Penalty: 916.855713
	Iteration 120F: 3 clusters Score -1876096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1876101.250000 Penalty: 916.855713
	Iteration 121Q: 3 clusters Score -1876101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1876096.625000 Penalty: 916.855713
	Iteration 122Q: 3 clusters Score -1876097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1876100.625000 Penalty: 916.855713
	Iteration 123Q: 3 clusters Score -1876101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1876101.625000 Penalty: 916.855713
	Iteration 124Q: 3 clusters Score -1876102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1876107.125000 Penalty: 916.855713
	Iteration 125Q: 3 clusters Score -1876107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1876106.000000 Penalty: 916.855713
	Iteration 126Q: 3 clusters Score -1876106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1876110.125000 Penalty: 916.855713
	Iteration 127Q: 3 clusters Score -1876110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1876116.125000 Penalty: 916.855713
	Iteration 128Q: 3 clusters Score -1876116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1876116.625000 Penalty: 916.855713
	Iteration 129Q: 3 clusters Score -1876117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1876118.625000 Penalty: 916.855713
	Iteration 130Q: 3 clusters Score -1876119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1876123.625000 Penalty: 916.855713
	Iteration 131Q: 3 clusters Score -1876124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1876124.875000 Penalty: 916.855713
	Iteration 132Q: 3 clusters Score -1876125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1876125.750000 Penalty: 916.855713
	Iteration 133Q: 3 clusters Score -1876126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1876127.375000 Penalty: 916.855713
	Iteration 134Q: 3 clusters Score -1876127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1876131.625000 Penalty: 916.855713
	Iteration 135Q: 3 clusters Score -1876132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1876133.000000 Penalty: 916.855713
	Iteration 136Q: 3 clusters Score -1876133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1876135.625000 Penalty: 916.855713
	Iteration 137Q: 3 clusters Score -1876136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1876135.500000 Penalty: 916.855713
	Iteration 138Q: 3 clusters Score -1876136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1876136.375000 Penalty: 916.855713
	Iteration 139Q: 3 clusters Score -1876136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1876141.500000 Penalty: 916.855713
	Iteration 140F: 3 clusters Score -1876142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1876142.625000 Penalty: 916.855713
	Iteration 141Q: 3 clusters Score -1876143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1876145.625000 Penalty: 916.855713
	Iteration 142Q: 3 clusters Score -1876146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1876146.125000 Penalty: 916.855713
	Iteration 143Q: 3 clusters Score -1876146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1876146.125000 Penalty: 916.855713
	Iteration 144F: 3 clusters Score -1876146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -53270.136719 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -53270.14 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 418 members 
Entering Unmasked Estep 
Score: -52599.074219 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -52599.07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -52836.574219 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -52836.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -52913.199219 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -52913.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52955.960938 Penalty: 606.461243
	Iteration 3F: 3 clusters Score -52955.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -53000.804688 Penalty: 606.461243
	Iteration 4Q: 3 clusters Score -53000.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -53044.335938 Penalty: 606.461243
	Iteration 5Q: 3 clusters Score -53044.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -53077.941406 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -53077.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53094.804688 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -53094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53111.574219 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -53111.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53122.789062 Penalty: 606.461243
	Iteration 9Q: 3 clusters Score -53122.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53133.671875 Penalty: 606.461243
	Iteration 10Q: 3 clusters Score -53133.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -53140.960938 Penalty: 606.461243
	Iteration 11Q: 3 clusters Score -53140.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53151.363281 Penalty: 606.461243
	Iteration 12Q: 3 clusters Score -53151.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53157.839844 Penalty: 606.461243
	Iteration 13Q: 3 clusters Score -53157.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53163.480469 Penalty: 606.461243
	Iteration 14Q: 3 clusters Score -53163.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53166.125000 Penalty: 606.461243
	Iteration 15Q: 3 clusters Score -53166.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -53167.363281 Penalty: 606.461243
	Iteration 16Q: 3 clusters Score -53167.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53167.910156 Penalty: 606.461243
	Iteration 17Q: 3 clusters Score -53167.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -53171.792969 Penalty: 606.461243
	Iteration 18Q: 3 clusters Score -53171.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -53176.496094 Penalty: 606.461243
	Iteration 19Q: 3 clusters Score -53176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -53177.058594 Penalty: 606.461243
	Iteration 20F: 3 clusters Score -53177.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53177.191406 Penalty: 606.461243
	Iteration 21Q: 3 clusters Score -53177.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53177.191406 Penalty: 606.461243
	Iteration 22F: 3 clusters Score -53177.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Entering Unmasked Estep 
Score: -2516213.000000 Penalty: 470.220795
	Iteration 0F: 2 clusters Score -2516213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2498871.500000 Penalty: 940.441589
	Iteration 0F: 3 clusters Score -2498872 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2508036.250000 Penalty: 940.441589
	Iteration 1F: 3 clusters Score -2508036 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2508771.000000 Penalty: 940.441589
	Iteration 2Q: 3 clusters Score -2508771 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2509880.500000 Penalty: 940.441589
	Iteration 3F: 3 clusters Score -2509880 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2511330.250000 Penalty: 940.441589
	Iteration 4F: 3 clusters Score -2511330 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2512933.000000 Penalty: 940.441589
	Iteration 5F: 3 clusters Score -2512933 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2514189.500000 Penalty: 940.441589
	Iteration 6F: 3 clusters Score -2514190 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2514664.500000 Penalty: 940.441589
	Iteration 7Q: 3 clusters Score -2514664 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2514853.000000 Penalty: 940.441589
	Iteration 8Q: 3 clusters Score -2514853 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2515021.500000 Penalty: 940.441589
	Iteration 9Q: 3 clusters Score -2515022 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2515178.750000 Penalty: 940.441589
	Iteration 10Q: 3 clusters Score -2515179 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2515367.500000 Penalty: 940.441589
	Iteration 11Q: 3 clusters Score -2515368 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2515562.750000 Penalty: 940.441589
	Iteration 12Q: 3 clusters Score -2515563 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2515734.750000 Penalty: 940.441589
	Iteration 13Q: 3 clusters Score -2515735 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2515916.250000 Penalty: 940.441589
	Iteration 14Q: 3 clusters Score -2515916 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2516089.000000 Penalty: 940.441589
	Iteration 15Q: 3 clusters Score -2516089 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2516246.750000 Penalty: 940.441589
	Iteration 16Q: 3 clusters Score -2516247 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2516385.000000 Penalty: 940.441589
	Iteration 17Q: 3 clusters Score -2516385 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2516493.000000 Penalty: 940.441589
	Iteration 18Q: 3 clusters Score -2516493 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2516537.750000 Penalty: 940.441589
	Iteration 19Q: 3 clusters Score -2516538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2516610.750000 Penalty: 940.441589
	Iteration 20F: 3 clusters Score -2516611 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2516639.750000 Penalty: 940.441589
	Iteration 21Q: 3 clusters Score -2516640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2516701.000000 Penalty: 940.441589
	Iteration 22Q: 3 clusters Score -2516701 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2516727.750000 Penalty: 940.441589
	Iteration 23Q: 3 clusters Score -2516728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2516743.250000 Penalty: 940.441589
	Iteration 24Q: 3 clusters Score -2516743 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2516762.000000 Penalty: 940.441589
	Iteration 25Q: 3 clusters Score -2516762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2516777.500000 Penalty: 940.441589
	Iteration 26Q: 3 clusters Score -2516778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2516795.000000 Penalty: 940.441589
	Iteration 27Q: 3 clusters Score -2516795 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2516798.000000 Penalty: 940.441589
	Iteration 28Q: 3 clusters Score -2516798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2516794.750000 Penalty: 940.441589
	Iteration 29Q: 3 clusters Score -2516795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2516788.500000 Penalty: 940.441589
	Iteration 30Q: 3 clusters Score -2516788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2516780.250000 Penalty: 940.441589
	Iteration 31Q: 3 clusters Score -2516780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2516788.750000 Penalty: 940.441589
	Iteration 32Q: 3 clusters Score -2516789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2516786.250000 Penalty: 940.441589
	Iteration 33Q: 3 clusters Score -2516786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2516786.250000 Penalty: 940.441589
	Iteration 34Q: 3 clusters Score -2516786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2516776.000000 Penalty: 940.441589
	Iteration 35Q: 3 clusters Score -2516776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2516771.000000 Penalty: 940.441589
	Iteration 36Q: 3 clusters Score -2516771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2516774.750000 Penalty: 940.441589
	Iteration 37Q: 3 clusters Score -2516775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2516779.250000 Penalty: 940.441589
	Iteration 38Q: 3 clusters Score -2516779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516775.000000 Penalty: 940.441589
	Iteration 39Q: 3 clusters Score -2516775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2516770.250000 Penalty: 940.441589
	Iteration 40F: 3 clusters Score -2516770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2516771.000000 Penalty: 940.441589
	Iteration 41Q: 3 clusters Score -2516771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2516768.250000 Penalty: 940.441589
	Iteration 42Q: 3 clusters Score -2516768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2516769.500000 Penalty: 940.441589
	Iteration 43Q: 3 clusters Score -2516770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2516770.000000 Penalty: 940.441589
	Iteration 44Q: 3 clusters Score -2516770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2516757.250000 Penalty: 940.441589
	Iteration 45Q: 3 clusters Score -2516757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2516759.250000 Penalty: 940.441589
	Iteration 46Q: 3 clusters Score -2516759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2516764.750000 Penalty: 940.441589
	Iteration 47Q: 3 clusters Score -2516765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2516768.500000 Penalty: 940.441589
	Iteration 48Q: 3 clusters Score -2516768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2516771.000000 Penalty: 940.441589
	Iteration 49Q: 3 clusters Score -2516771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2516763.000000 Penalty: 940.441589
	Iteration 50Q: 3 clusters Score -2516763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2516768.250000 Penalty: 940.441589
	Iteration 51Q: 3 clusters Score -2516768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2516765.000000 Penalty: 940.441589
	Iteration 52Q: 3 clusters Score -2516765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2516772.000000 Penalty: 940.441589
	Iteration 53Q: 3 clusters Score -2516772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516779.000000 Penalty: 940.441589
	Iteration 54Q: 3 clusters Score -2516779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2516771.500000 Penalty: 940.441589
	Iteration 55Q: 3 clusters Score -2516772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2516774.250000 Penalty: 940.441589
	Iteration 56Q: 3 clusters Score -2516774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2516779.500000 Penalty: 940.441589
	Iteration 57Q: 3 clusters Score -2516780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2516776.500000 Penalty: 940.441589
	Iteration 58Q: 3 clusters Score -2516776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2516775.000000 Penalty: 940.441589
	Iteration 59Q: 3 clusters Score -2516775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2516775.500000 Penalty: 940.441589
	Iteration 60F: 3 clusters Score -2516776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2516775.500000 Penalty: 940.441589
	Iteration 61Q: 3 clusters Score -2516776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2516774.500000 Penalty: 940.441589
	Iteration 62Q: 3 clusters Score -2516774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2516774.500000 Penalty: 940.441589
	Iteration 63Q: 3 clusters Score -2516774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2516775.750000 Penalty: 940.441589
	Iteration 64Q: 3 clusters Score -2516776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2516773.500000 Penalty: 940.441589
	Iteration 65Q: 3 clusters Score -2516774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2516783.000000 Penalty: 940.441589
	Iteration 66Q: 3 clusters Score -2516783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2516776.000000 Penalty: 940.441589
	Iteration 67Q: 3 clusters Score -2516776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2516780.000000 Penalty: 940.441589
	Iteration 68Q: 3 clusters Score -2516780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2516783.000000 Penalty: 940.441589
	Iteration 69Q: 3 clusters Score -2516783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2516777.750000 Penalty: 940.441589
	Iteration 70Q: 3 clusters Score -2516778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2516776.500000 Penalty: 940.441589
	Iteration 71Q: 3 clusters Score -2516776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2516789.500000 Penalty: 940.441589
	Iteration 72Q: 3 clusters Score -2516790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2516789.500000 Penalty: 940.441589
	Iteration 73Q: 3 clusters Score -2516790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516793.500000 Penalty: 940.441589
	Iteration 74Q: 3 clusters Score -2516794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516786.000000 Penalty: 940.441589
	Iteration 75Q: 3 clusters Score -2516786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2516786.750000 Penalty: 940.441589
	Iteration 76Q: 3 clusters Score -2516787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516782.000000 Penalty: 940.441589
	Iteration 77Q: 3 clusters Score -2516782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2516776.750000 Penalty: 940.441589
	Iteration 78Q: 3 clusters Score -2516777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2516766.000000 Penalty: 940.441589
	Iteration 79Q: 3 clusters Score -2516766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2516772.750000 Penalty: 940.441589
	Iteration 80F: 3 clusters Score -2516773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2516768.000000 Penalty: 940.441589
	Iteration 81Q: 3 clusters Score -2516768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2516765.000000 Penalty: 940.441589
	Iteration 82Q: 3 clusters Score -2516765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2516763.750000 Penalty: 940.441589
	Iteration 83Q: 3 clusters Score -2516764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2516764.000000 Penalty: 940.441589
	Iteration 84Q: 3 clusters Score -2516764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2516762.250000 Penalty: 940.441589
	Iteration 85Q: 3 clusters Score -2516762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2516765.250000 Penalty: 940.441589
	Iteration 86Q: 3 clusters Score -2516765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2516761.500000 Penalty: 940.441589
	Iteration 87Q: 3 clusters Score -2516762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2516773.000000 Penalty: 940.441589
	Iteration 88Q: 3 clusters Score -2516773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2516767.500000 Penalty: 940.441589
	Iteration 89Q: 3 clusters Score -2516768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2516761.500000 Penalty: 940.441589
	Iteration 90Q: 3 clusters Score -2516762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2516762.750000 Penalty: 940.441589
	Iteration 91Q: 3 clusters Score -2516763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2516758.500000 Penalty: 940.441589
	Iteration 92Q: 3 clusters Score -2516758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -2516747.500000 Penalty: 940.441589
	Iteration 93Q: 3 clusters Score -2516748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2516744.500000 Penalty: 940.441589
	Iteration 94Q: 3 clusters Score -2516744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2516737.000000 Penalty: 940.441589
	Iteration 95Q: 3 clusters Score -2516737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2516742.750000 Penalty: 940.441589
	Iteration 96Q: 3 clusters Score -2516743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2516741.750000 Penalty: 940.441589
	Iteration 97Q: 3 clusters Score -2516742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2516742.000000 Penalty: 940.441589
	Iteration 98Q: 3 clusters Score -2516742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2516739.250000 Penalty: 940.441589
	Iteration 99Q: 3 clusters Score -2516739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2516748.000000 Penalty: 940.441589
	Iteration 100F: 3 clusters Score -2516748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2516752.750000 Penalty: 940.441589
	Iteration 101Q: 3 clusters Score -2516753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2516748.250000 Penalty: 940.441589
	Iteration 102Q: 3 clusters Score -2516748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2516746.000000 Penalty: 940.441589
	Iteration 103Q: 3 clusters Score -2516746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2516748.000000 Penalty: 940.441589
	Iteration 104Q: 3 clusters Score -2516748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2516745.000000 Penalty: 940.441589
	Iteration 105Q: 3 clusters Score -2516745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2516745.500000 Penalty: 940.441589
	Iteration 106Q: 3 clusters Score -2516746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2516745.250000 Penalty: 940.441589
	Iteration 107Q: 3 clusters Score -2516745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2516745.250000 Penalty: 940.441589
	Iteration 108F: 3 clusters Score -2516745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 1074 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Mstep: Class 57 contains 10074 members 
Entering Unmasked Estep 
Score: -42131284.000000 Penalty: 34310.375000
Splitting cluster 35 changes total score from -42125416.000000 to -42131284.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 36 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -21013.412109 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -21013.41 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 149 members 
Entering Unmasked Estep 
Score: -20663.767578 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -20663.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20769.275391 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -20769.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20802.689453 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -20802.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20808.775391 Penalty: 521.734070
	Iteration 3Q: 3 clusters Score -20808.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20810.439453 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -20810.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20811.167969 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -20811.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20811.492188 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -20811.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20811.998047 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -20812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20813.753906 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -20813.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20815.859375 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -20815.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20817.207031 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -20817.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20820.017578 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -20820.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20820.478516 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -20820.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20821.830078 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -20821.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20824.111328 Penalty: 521.734070
	Iteration 14Q: 3 clusters Score -20824.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20826.531250 Penalty: 521.734070
	Iteration 15Q: 3 clusters Score -20826.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20829.742188 Penalty: 521.734070
	Iteration 16Q: 3 clusters Score -20829.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20838.333984 Penalty: 521.734070
	Iteration 17Q: 3 clusters Score -20838.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20841.984375 Penalty: 521.734070
	Iteration 18Q: 3 clusters Score -20841.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20846.591797 Penalty: 521.734070
	Iteration 19Q: 3 clusters Score -20846.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20869.259766 Penalty: 521.734070
	Iteration 20F: 3 clusters Score -20869.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20902.837891 Penalty: 521.734070
	Iteration 21Q: 3 clusters Score -20902.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -20925.695312 Penalty: 521.734070
	Iteration 22Q: 3 clusters Score -20925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20926.802734 Penalty: 521.734070
	Iteration 23Q: 3 clusters Score -20926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20929.072266 Penalty: 521.734070
	Iteration 24Q: 3 clusters Score -20929.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20930.755859 Penalty: 521.734070
	Iteration 25Q: 3 clusters Score -20930.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20930.755859 Penalty: 521.734070
	Iteration 26F: 3 clusters Score -20930.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Entering Unmasked Estep 
Score: -675418.375000 Penalty: 410.262390
	Iteration 0F: 2 clusters Score -675418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -669940.250000 Penalty: 820.524780
	Iteration 0F: 3 clusters Score -669940.2 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -672382.812500 Penalty: 820.524780
	Iteration 1F: 3 clusters Score -672382.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -672705.437500 Penalty: 820.524780
	Iteration 2F: 3 clusters Score -672705.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -673137.750000 Penalty: 820.524780
	Iteration 3F: 3 clusters Score -673137.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -673579.437500 Penalty: 820.524780
	Iteration 4F: 3 clusters Score -673579.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -673905.500000 Penalty: 820.524780
	Iteration 5F: 3 clusters Score -673905.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -674088.312500 Penalty: 820.524780
	Iteration 6Q: 3 clusters Score -674088.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -674207.187500 Penalty: 820.524780
	Iteration 7Q: 3 clusters Score -674207.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -674286.187500 Penalty: 820.524780
	Iteration 8Q: 3 clusters Score -674286.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -674340.125000 Penalty: 820.524780
	Iteration 9Q: 3 clusters Score -674340.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -674391.437500 Penalty: 820.524780
	Iteration 10Q: 3 clusters Score -674391.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -674450.937500 Penalty: 820.524780
	Iteration 11Q: 3 clusters Score -674450.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -674522.437500 Penalty: 820.524780
	Iteration 12Q: 3 clusters Score -674522.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -674570.000000 Penalty: 820.524780
	Iteration 13Q: 3 clusters Score -674570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -674607.562500 Penalty: 820.524780
	Iteration 14Q: 3 clusters Score -674607.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -674639.562500 Penalty: 820.524780
	Iteration 15Q: 3 clusters Score -674639.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -674664.625000 Penalty: 820.524780
	Iteration 16Q: 3 clusters Score -674664.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -674682.062500 Penalty: 820.524780
	Iteration 17Q: 3 clusters Score -674682.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -674692.125000 Penalty: 820.524780
	Iteration 18Q: 3 clusters Score -674692.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -674702.937500 Penalty: 820.524780
	Iteration 19Q: 3 clusters Score -674702.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -674707.187500 Penalty: 820.524780
	Iteration 20F: 3 clusters Score -674707.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -674715.500000 Penalty: 820.524780
	Iteration 21Q: 3 clusters Score -674715.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -674725.687500 Penalty: 820.524780
	Iteration 22Q: 3 clusters Score -674725.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -674734.250000 Penalty: 820.524780
	Iteration 23Q: 3 clusters Score -674734.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -674743.250000 Penalty: 820.524780
	Iteration 24Q: 3 clusters Score -674743.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -674748.062500 Penalty: 820.524780
	Iteration 25Q: 3 clusters Score -674748.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -674757.437500 Penalty: 820.524780
	Iteration 26Q: 3 clusters Score -674757.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -674763.437500 Penalty: 820.524780
	Iteration 27Q: 3 clusters Score -674763.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -674766.250000 Penalty: 820.524780
	Iteration 28Q: 3 clusters Score -674766.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -674771.625000 Penalty: 820.524780
	Iteration 29Q: 3 clusters Score -674771.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -674780.562500 Penalty: 820.524780
	Iteration 30Q: 3 clusters Score -674780.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -674785.750000 Penalty: 820.524780
	Iteration 31Q: 3 clusters Score -674785.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -674800.187500 Penalty: 820.524780
	Iteration 32Q: 3 clusters Score -674800.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -674811.812500 Penalty: 820.524780
	Iteration 33Q: 3 clusters Score -674811.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -674825.562500 Penalty: 820.524780
	Iteration 34Q: 3 clusters Score -674825.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -674835.625000 Penalty: 820.524780
	Iteration 35Q: 3 clusters Score -674835.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -674844.500000 Penalty: 820.524780
	Iteration 36Q: 3 clusters Score -674844.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -674849.125000 Penalty: 820.524780
	Iteration 37Q: 3 clusters Score -674849.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -674855.000000 Penalty: 820.524780
	Iteration 38Q: 3 clusters Score -674855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -674861.437500 Penalty: 820.524780
	Iteration 39Q: 3 clusters Score -674861.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -674861.562500 Penalty: 820.524780
	Iteration 40F: 3 clusters Score -674861.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -674865.312500 Penalty: 820.524780
	Iteration 41Q: 3 clusters Score -674865.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -674866.750000 Penalty: 820.524780
	Iteration 42Q: 3 clusters Score -674866.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -674870.875000 Penalty: 820.524780
	Iteration 43Q: 3 clusters Score -674870.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -674880.187500 Penalty: 820.524780
	Iteration 44Q: 3 clusters Score -674880.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -674886.312500 Penalty: 820.524780
	Iteration 45Q: 3 clusters Score -674886.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -674896.937500 Penalty: 820.524780
	Iteration 46Q: 3 clusters Score -674896.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -674904.062500 Penalty: 820.524780
	Iteration 47Q: 3 clusters Score -674904.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -674909.687500 Penalty: 820.524780
	Iteration 48Q: 3 clusters Score -674909.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -674914.125000 Penalty: 820.524780
	Iteration 49Q: 3 clusters Score -674914.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -674920.187500 Penalty: 820.524780
	Iteration 50Q: 3 clusters Score -674920.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -674923.500000 Penalty: 820.524780
	Iteration 51Q: 3 clusters Score -674923.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -674928.437500 Penalty: 820.524780
	Iteration 52Q: 3 clusters Score -674928.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -674932.875000 Penalty: 820.524780
	Iteration 53Q: 3 clusters Score -674932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -674935.062500 Penalty: 820.524780
	Iteration 54Q: 3 clusters Score -674935.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -674936.625000 Penalty: 820.524780
	Iteration 55Q: 3 clusters Score -674936.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -674942.875000 Penalty: 820.524780
	Iteration 56Q: 3 clusters Score -674942.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -674948.062500 Penalty: 820.524780
	Iteration 57Q: 3 clusters Score -674948.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -674953.000000 Penalty: 820.524780
	Iteration 58Q: 3 clusters Score -674953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -674958.750000 Penalty: 820.524780
	Iteration 59Q: 3 clusters Score -674958.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -674965.937500 Penalty: 820.524780
	Iteration 60F: 3 clusters Score -674965.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -674977.875000 Penalty: 820.524780
	Iteration 61Q: 3 clusters Score -674977.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -674986.000000 Penalty: 820.524780
	Iteration 62Q: 3 clusters Score -674986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -674991.437500 Penalty: 820.524780
	Iteration 63Q: 3 clusters Score -674991.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -674990.687500 Penalty: 820.524780
	Iteration 64Q: 3 clusters Score -674990.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -674992.437500 Penalty: 820.524780
	Iteration 65Q: 3 clusters Score -674992.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -674993.062500 Penalty: 820.524780
	Iteration 66Q: 3 clusters Score -674993.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -674992.437500 Penalty: 820.524780
	Iteration 67Q: 3 clusters Score -674992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -674993.187500 Penalty: 820.524780
	Iteration 68Q: 3 clusters Score -674993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -674993.062500 Penalty: 820.524780
	Iteration 69Q: 3 clusters Score -674993.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -674994.812500 Penalty: 820.524780
	Iteration 70Q: 3 clusters Score -674994.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -674996.062500 Penalty: 820.524780
	Iteration 71Q: 3 clusters Score -674996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -674996.250000 Penalty: 820.524780
	Iteration 72Q: 3 clusters Score -674996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -674995.062500 Penalty: 820.524780
	Iteration 73Q: 3 clusters Score -674995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -674993.937500 Penalty: 820.524780
	Iteration 74Q: 3 clusters Score -674993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -674993.125000 Penalty: 820.524780
	Iteration 75Q: 3 clusters Score -674993.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -674992.500000 Penalty: 820.524780
	Iteration 76Q: 3 clusters Score -674992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -674991.625000 Penalty: 820.524780
	Iteration 77Q: 3 clusters Score -674991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -674992.187500 Penalty: 820.524780
	Iteration 78Q: 3 clusters Score -674992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -674991.875000 Penalty: 820.524780
	Iteration 79Q: 3 clusters Score -674991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -674991.937500 Penalty: 820.524780
	Iteration 80F: 3 clusters Score -674991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -674994.000000 Penalty: 820.524780
	Iteration 81Q: 3 clusters Score -674994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -674994.062500 Penalty: 820.524780
	Iteration 82Q: 3 clusters Score -674994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -674994.062500 Penalty: 820.524780
	Iteration 83F: 3 clusters Score -674994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (25452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Entering Unmasked Estep 
Score: -2062254.625000 Penalty: 461.576996
	Iteration 0F: 2 clusters Score -2062255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2045558.625000 Penalty: 923.153992
	Iteration 0F: 3 clusters Score -2045559 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2053158.500000 Penalty: 923.153992
	Iteration 1F: 3 clusters Score -2053158 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2053972.500000 Penalty: 923.153992
	Iteration 2F: 3 clusters Score -2053972 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2055261.750000 Penalty: 923.153992
	Iteration 3F: 3 clusters Score -2055262 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2057073.500000 Penalty: 923.153992
	Iteration 4F: 3 clusters Score -2057074 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2058589.875000 Penalty: 923.153992
	Iteration 5F: 3 clusters Score -2058590 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2059365.875000 Penalty: 923.153992
	Iteration 6Q: 3 clusters Score -2059366 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2059828.875000 Penalty: 923.153992
	Iteration 7Q: 3 clusters Score -2059829 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2060218.625000 Penalty: 923.153992
	Iteration 8Q: 3 clusters Score -2060219 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2060565.000000 Penalty: 923.153992
	Iteration 9Q: 3 clusters Score -2060565 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2060911.750000 Penalty: 923.153992
	Iteration 10Q: 3 clusters Score -2060912 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2061201.625000 Penalty: 923.153992
	Iteration 11Q: 3 clusters Score -2061202 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2061389.000000 Penalty: 923.153992
	Iteration 12Q: 3 clusters Score -2061389 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -2061527.875000 Penalty: 923.153992
	Iteration 13Q: 3 clusters Score -2061528 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2061660.625000 Penalty: 923.153992
	Iteration 14Q: 3 clusters Score -2061661 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2061735.000000 Penalty: 923.153992
	Iteration 15Q: 3 clusters Score -2061735 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2061772.625000 Penalty: 923.153992
	Iteration 16Q: 3 clusters Score -2061773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -2061801.125000 Penalty: 923.153992
	Iteration 17Q: 3 clusters Score -2061801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2061812.125000 Penalty: 923.153992
	Iteration 18Q: 3 clusters Score -2061812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2061824.625000 Penalty: 923.153992
	Iteration 19Q: 3 clusters Score -2061825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2061836.750000 Penalty: 923.153992
	Iteration 20F: 3 clusters Score -2061837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2061850.250000 Penalty: 923.153992
	Iteration 21Q: 3 clusters Score -2061850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2061851.125000 Penalty: 923.153992
	Iteration 22Q: 3 clusters Score -2061851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2061854.125000 Penalty: 923.153992
	Iteration 23Q: 3 clusters Score -2061854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2061862.500000 Penalty: 923.153992
	Iteration 24Q: 3 clusters Score -2061862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2061865.500000 Penalty: 923.153992
	Iteration 25Q: 3 clusters Score -2061866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2061872.125000 Penalty: 923.153992
	Iteration 26Q: 3 clusters Score -2061872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -2061873.875000 Penalty: 923.153992
	Iteration 27Q: 3 clusters Score -2061874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2061877.500000 Penalty: 923.153992
	Iteration 28Q: 3 clusters Score -2061878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2061876.500000 Penalty: 923.153992
	Iteration 29Q: 3 clusters Score -2061876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2061874.750000 Penalty: 923.153992
	Iteration 30Q: 3 clusters Score -2061875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2061884.125000 Penalty: 923.153992
	Iteration 31Q: 3 clusters Score -2061884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2061884.125000 Penalty: 923.153992
	Iteration 32F: 3 clusters Score -2061884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -77165.039062 Penalty: 317.551086
	Iteration 0F: 2 clusters Score -77165.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76307.539062 Penalty: 635.102173
	Iteration 0F: 3 clusters Score -76307.54 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76664.507812 Penalty: 635.102173
	Iteration 1F: 3 clusters Score -76664.51 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76819.859375 Penalty: 635.102173
	Iteration 2F: 3 clusters Score -76819.86 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77145.546875 Penalty: 635.102173
	Iteration 3F: 3 clusters Score -77145.55 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77611.031250 Penalty: 635.102173
	Iteration 4F: 3 clusters Score -77611.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77765.281250 Penalty: 635.102173
	Iteration 5Q: 3 clusters Score -77765.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77826.234375 Penalty: 635.102173
	Iteration 6Q: 3 clusters Score -77826.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77844.757812 Penalty: 635.102173
	Iteration 7Q: 3 clusters Score -77844.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77848.570312 Penalty: 635.102173
	Iteration 8Q: 3 clusters Score -77848.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77849.187500 Penalty: 635.102173
	Iteration 9Q: 3 clusters Score -77849.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77849.187500 Penalty: 635.102173
	Iteration 10F: 3 clusters Score -77849.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 589 members 
Mstep: Class 40 contains 550 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Mstep: Class 57 contains 10074 members 
Mstep: Class 58 contains 485 members 
Entering Unmasked Estep 
Score: -42131688.000000 Penalty: 34912.312500
Splitting cluster 39 changes total score from -42125416.000000 to -42131688.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 40 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -30348.580078 Penalty: 287.101288
	Iteration 0F: 2 clusters Score -30348.58 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 270 members 
Entering Unmasked Estep 
Score: -29893.751953 Penalty: 574.202576
	Iteration 0F: 3 clusters Score -29893.75 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30278.207031 Penalty: 574.202576
	Iteration 1F: 3 clusters Score -30278.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30503.542969 Penalty: 574.202576
	Iteration 2F: 3 clusters Score -30503.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30578.576172 Penalty: 574.202576
	Iteration 3F: 3 clusters Score -30578.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30610.208984 Penalty: 574.202576
	Iteration 4Q: 3 clusters Score -30610.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30636.294922 Penalty: 574.202576
	Iteration 5Q: 3 clusters Score -30636.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30645.269531 Penalty: 574.202576
	Iteration 6Q: 3 clusters Score -30645.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30648.707031 Penalty: 574.202576
	Iteration 7Q: 3 clusters Score -30648.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30652.845703 Penalty: 574.202576
	Iteration 8Q: 3 clusters Score -30652.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30654.605469 Penalty: 574.202576
	Iteration 9Q: 3 clusters Score -30654.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30655.720703 Penalty: 574.202576
	Iteration 10Q: 3 clusters Score -30655.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30655.962891 Penalty: 574.202576
	Iteration 11Q: 3 clusters Score -30655.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30655.962891 Penalty: 574.202576
	Iteration 12F: 3 clusters Score -30655.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 589 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 9716 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Mstep: Class 57 contains 10074 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 151 members 
Entering Unmasked Estep 
Score: -42131732.000000 Penalty: 35514.250000
Splitting cluster 40 changes total score from -42125416.000000 to -42131732.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 41 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -48841.066406 Penalty: 298.009094
	Iteration 0F: 2 clusters Score -48841.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48247.250000 Penalty: 596.018188
	Iteration 0F: 3 clusters Score -48247.25 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48431.144531 Penalty: 596.018188
	Iteration 1F: 3 clusters Score -48431.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48484.441406 Penalty: 596.018188
	Iteration 2F: 3 clusters Score -48484.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48522.433594 Penalty: 596.018188
	Iteration 3F: 3 clusters Score -48522.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -48547.382812 Penalty: 596.018188
	Iteration 4Q: 3 clusters Score -48547.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -48569.953125 Penalty: 596.018188
	Iteration 5Q: 3 clusters Score -48569.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -48580.140625 Penalty: 596.018188
	Iteration 6Q: 3 clusters Score -48580.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -48589.425781 Penalty: 596.018188
	Iteration 7Q: 3 clusters Score -48589.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -48597.464844 Penalty: 596.018188
	Iteration 8Q: 3 clusters Score -48597.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48600.410156 Penalty: 596.018188
	Iteration 9Q: 3 clusters Score -48600.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -48604.835938 Penalty: 596.018188
	Iteration 10Q: 3 clusters Score -48604.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -48605.070312 Penalty: 596.018188
	Iteration 11Q: 3 clusters Score -48605.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48606.917969 Penalty: 596.018188
	Iteration 12Q: 3 clusters Score -48606.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -48608.242188 Penalty: 596.018188
	Iteration 13Q: 3 clusters Score -48608.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48608.839844 Penalty: 596.018188
	Iteration 14Q: 3 clusters Score -48608.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48608.839844 Penalty: 596.018188
	Iteration 15F: 3 clusters Score -48608.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (46112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Entering Unmasked Estep 
Score: -3678934.000000 Penalty: 488.616699
	Iteration 0F: 2 clusters Score -3678934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3651088.250000 Penalty: 977.233398
	Iteration 0F: 3 clusters Score -3651088 nChanged 22345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3664334.500000 Penalty: 977.233398
	Iteration 1F: 3 clusters Score -3664334 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3664880.500000 Penalty: 977.233398
	Iteration 2Q: 3 clusters Score -3664880 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3665592.000000 Penalty: 977.233398
	Iteration 3Q: 3 clusters Score -3665592 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3666654.500000 Penalty: 977.233398
	Iteration 4F: 3 clusters Score -3666654 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3667984.750000 Penalty: 977.233398
	Iteration 5F: 3 clusters Score -3667985 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3669514.500000 Penalty: 977.233398
	Iteration 6F: 3 clusters Score -3669514 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3671038.750000 Penalty: 977.233398
	Iteration 7F: 3 clusters Score -3671039 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3672295.250000 Penalty: 977.233398
	Iteration 8F: 3 clusters Score -3672295 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3673123.000000 Penalty: 977.233398
	Iteration 9F: 3 clusters Score -3673123 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3673618.000000 Penalty: 977.233398
	Iteration 10Q: 3 clusters Score -3673618 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3673987.000000 Penalty: 977.233398
	Iteration 11Q: 3 clusters Score -3673987 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3674188.750000 Penalty: 977.233398
	Iteration 12Q: 3 clusters Score -3674189 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3674260.500000 Penalty: 977.233398
	Iteration 13Q: 3 clusters Score -3674260 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3674338.000000 Penalty: 977.233398
	Iteration 14Q: 3 clusters Score -3674338 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3674410.250000 Penalty: 977.233398
	Iteration 15Q: 3 clusters Score -3674410 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3674449.000000 Penalty: 977.233398
	Iteration 16Q: 3 clusters Score -3674449 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3674517.000000 Penalty: 977.233398
	Iteration 17Q: 3 clusters Score -3674517 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3674534.750000 Penalty: 977.233398
	Iteration 18Q: 3 clusters Score -3674535 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3674574.500000 Penalty: 977.233398
	Iteration 19Q: 3 clusters Score -3674574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3674634.250000 Penalty: 977.233398
	Iteration 20F: 3 clusters Score -3674634 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3674642.750000 Penalty: 977.233398
	Iteration 21Q: 3 clusters Score -3674643 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3674683.500000 Penalty: 977.233398
	Iteration 22Q: 3 clusters Score -3674684 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -3674749.000000 Penalty: 977.233398
	Iteration 23Q: 3 clusters Score -3674749 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3674788.500000 Penalty: 977.233398
	Iteration 24Q: 3 clusters Score -3674788 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3674837.500000 Penalty: 977.233398
	Iteration 25Q: 3 clusters Score -3674838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3674877.250000 Penalty: 977.233398
	Iteration 26Q: 3 clusters Score -3674877 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3674924.750000 Penalty: 977.233398
	Iteration 27Q: 3 clusters Score -3674925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3674957.250000 Penalty: 977.233398
	Iteration 28Q: 3 clusters Score -3674957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3675040.000000 Penalty: 977.233398
	Iteration 29Q: 3 clusters Score -3675040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3675076.000000 Penalty: 977.233398
	Iteration 30Q: 3 clusters Score -3675076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -3675139.250000 Penalty: 977.233398
	Iteration 31Q: 3 clusters Score -3675139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3675163.500000 Penalty: 977.233398
	Iteration 32Q: 3 clusters Score -3675164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3675215.000000 Penalty: 977.233398
	Iteration 33Q: 3 clusters Score -3675215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3675273.500000 Penalty: 977.233398
	Iteration 34Q: 3 clusters Score -3675274 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3675305.500000 Penalty: 977.233398
	Iteration 35Q: 3 clusters Score -3675306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3675335.500000 Penalty: 977.233398
	Iteration 36Q: 3 clusters Score -3675336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3675371.250000 Penalty: 977.233398
	Iteration 37Q: 3 clusters Score -3675371 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3675388.750000 Penalty: 977.233398
	Iteration 38Q: 3 clusters Score -3675389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3675391.250000 Penalty: 977.233398
	Iteration 39Q: 3 clusters Score -3675391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3675416.500000 Penalty: 977.233398
	Iteration 40F: 3 clusters Score -3675416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -3675406.750000 Penalty: 977.233398
	Iteration 41Q: 3 clusters Score -3675407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3675421.000000 Penalty: 977.233398
	Iteration 42Q: 3 clusters Score -3675421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3675423.250000 Penalty: 977.233398
	Iteration 43Q: 3 clusters Score -3675423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3675424.500000 Penalty: 977.233398
	Iteration 44Q: 3 clusters Score -3675424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -3675411.000000 Penalty: 977.233398
	Iteration 45Q: 3 clusters Score -3675411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3675408.750000 Penalty: 977.233398
	Iteration 46Q: 3 clusters Score -3675409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3675406.250000 Penalty: 977.233398
	Iteration 47Q: 3 clusters Score -3675406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3675414.750000 Penalty: 977.233398
	Iteration 48Q: 3 clusters Score -3675415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -3675406.000000 Penalty: 977.233398
	Iteration 49Q: 3 clusters Score -3675406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3675414.000000 Penalty: 977.233398
	Iteration 50Q: 3 clusters Score -3675414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3675416.750000 Penalty: 977.233398
	Iteration 51Q: 3 clusters Score -3675417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3675407.250000 Penalty: 977.233398
	Iteration 52Q: 3 clusters Score -3675407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3675403.000000 Penalty: 977.233398
	Iteration 53Q: 3 clusters Score -3675403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3675395.250000 Penalty: 977.233398
	Iteration 54Q: 3 clusters Score -3675395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3675395.750000 Penalty: 977.233398
	Iteration 55Q: 3 clusters Score -3675396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3675395.500000 Penalty: 977.233398
	Iteration 56Q: 3 clusters Score -3675396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3675393.750000 Penalty: 977.233398
	Iteration 57Q: 3 clusters Score -3675394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3675396.000000 Penalty: 977.233398
	Iteration 58Q: 3 clusters Score -3675396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3675395.000000 Penalty: 977.233398
	Iteration 59Q: 3 clusters Score -3675395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3675387.000000 Penalty: 977.233398
	Iteration 60F: 3 clusters Score -3675387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3675394.500000 Penalty: 977.233398
	Iteration 61Q: 3 clusters Score -3675394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3675388.250000 Penalty: 977.233398
	Iteration 62Q: 3 clusters Score -3675388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -3675384.750000 Penalty: 977.233398
	Iteration 63Q: 3 clusters Score -3675385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3675384.250000 Penalty: 977.233398
	Iteration 64Q: 3 clusters Score -3675384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3675382.000000 Penalty: 977.233398
	Iteration 65Q: 3 clusters Score -3675382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -3675377.750000 Penalty: 977.233398
	Iteration 66Q: 3 clusters Score -3675378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3675375.250000 Penalty: 977.233398
	Iteration 67Q: 3 clusters Score -3675375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3675372.000000 Penalty: 977.233398
	Iteration 68Q: 3 clusters Score -3675372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3675376.250000 Penalty: 977.233398
	Iteration 69Q: 3 clusters Score -3675376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -3675376.250000 Penalty: 977.233398
	Iteration 70F: 3 clusters Score -3675376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Entering Unmasked Estep 
Score: -779570.875000 Penalty: 417.759583
	Iteration 0F: 2 clusters Score -779570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -773095.062500 Penalty: 835.519165
	Iteration 0F: 3 clusters Score -773095.1 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -775795.312500 Penalty: 835.519165
	Iteration 1F: 3 clusters Score -775795.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -776175.250000 Penalty: 835.519165
	Iteration 2F: 3 clusters Score -776175.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -776773.500000 Penalty: 835.519165
	Iteration 3F: 3 clusters Score -776773.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -777532.062500 Penalty: 835.519165
	Iteration 4F: 3 clusters Score -777532.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -778348.875000 Penalty: 835.519165
	Iteration 5F: 3 clusters Score -778348.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -779001.562500 Penalty: 835.519165
	Iteration 6F: 3 clusters Score -779001.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -779351.437500 Penalty: 835.519165
	Iteration 7Q: 3 clusters Score -779351.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -779510.562500 Penalty: 835.519165
	Iteration 8Q: 3 clusters Score -779510.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -779597.062500 Penalty: 835.519165
	Iteration 9Q: 3 clusters Score -779597.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -779651.062500 Penalty: 835.519165
	Iteration 10Q: 3 clusters Score -779651.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -779681.375000 Penalty: 835.519165
	Iteration 11Q: 3 clusters Score -779681.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -779698.437500 Penalty: 835.519165
	Iteration 12Q: 3 clusters Score -779698.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -779704.875000 Penalty: 835.519165
	Iteration 13Q: 3 clusters Score -779704.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -779706.437500 Penalty: 835.519165
	Iteration 14Q: 3 clusters Score -779706.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -779710.750000 Penalty: 835.519165
	Iteration 15Q: 3 clusters Score -779710.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -779711.250000 Penalty: 835.519165
	Iteration 16Q: 3 clusters Score -779711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -779710.687500 Penalty: 835.519165
	Iteration 17Q: 3 clusters Score -779710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -779711.750000 Penalty: 835.519165
	Iteration 18Q: 3 clusters Score -779711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -779713.062500 Penalty: 835.519165
	Iteration 19Q: 3 clusters Score -779713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -779714.750000 Penalty: 835.519165
	Iteration 20F: 3 clusters Score -779714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -779714.250000 Penalty: 835.519165
	Iteration 21Q: 3 clusters Score -779714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -779713.812500 Penalty: 835.519165
	Iteration 22Q: 3 clusters Score -779713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -779716.500000 Penalty: 835.519165
	Iteration 23Q: 3 clusters Score -779716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -779713.937500 Penalty: 835.519165
	Iteration 24Q: 3 clusters Score -779713.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -779714.500000 Penalty: 835.519165
	Iteration 25Q: 3 clusters Score -779714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -779714.500000 Penalty: 835.519165
	Iteration 26F: 3 clusters Score -779714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 589 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 46734 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Mstep: Class 57 contains 10074 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 151 members 
Mstep: Class 60 contains 7405 members 
Entering Unmasked Estep 
Score: -42131712.000000 Penalty: 36116.187500
Splitting cluster 43 changes total score from -42125416.000000 to -42131712.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 44 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -13820.057617 Penalty: 249.179077
	Iteration 0F: 2 clusters Score -13820.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13525.609375 Penalty: 498.358154
	Iteration 0F: 3 clusters Score -13525.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13623.833008 Penalty: 498.358154
	Iteration 1F: 3 clusters Score -13623.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13647.421875 Penalty: 498.358154
	Iteration 2F: 3 clusters Score -13647.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13664.501953 Penalty: 498.358154
	Iteration 3Q: 3 clusters Score -13664.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13670.501953 Penalty: 498.358154
	Iteration 4Q: 3 clusters Score -13670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13674.570312 Penalty: 498.358154
	Iteration 5Q: 3 clusters Score -13674.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13674.803711 Penalty: 498.358154
	Iteration 6Q: 3 clusters Score -13674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13674.803711 Penalty: 498.358154
	Iteration 7F: 3 clusters Score -13674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -62033.964844 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -62033.96 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 457 members 
Entering Unmasked Estep 
Score: -61269.128906 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -61269.13 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61536.222656 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -61536.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61625.007812 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -61625.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61679.519531 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -61679.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61717.003906 Penalty: 621.412781
	Iteration 4Q: 3 clusters Score -61717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61749.687500 Penalty: 621.412781
	Iteration 5Q: 3 clusters Score -61749.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61773.246094 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -61773.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61789.503906 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -61789.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61797.683594 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -61797.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61802.343750 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -61802.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61806.062500 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -61806.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61807.523438 Penalty: 621.412781
	Iteration 11Q: 3 clusters Score -61807.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61808.292969 Penalty: 621.412781
	Iteration 12Q: 3 clusters Score -61808.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61809.835938 Penalty: 621.412781
	Iteration 13Q: 3 clusters Score -61809.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61810.843750 Penalty: 621.412781
	Iteration 14Q: 3 clusters Score -61810.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61812.320312 Penalty: 621.412781
	Iteration 15Q: 3 clusters Score -61812.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61812.847656 Penalty: 621.412781
	Iteration 16Q: 3 clusters Score -61812.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61813.187500 Penalty: 621.412781
	Iteration 17Q: 3 clusters Score -61813.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -61813.187500 Penalty: 621.412781
	Iteration 18F: 3 clusters Score -61813.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (46734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Entering Unmasked Estep 
Score: -3760314.750000 Penalty: 489.226318
	Iteration 0F: 2 clusters Score -3760315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3736333.750000 Penalty: 978.452637
	Iteration 0F: 3 clusters Score -3736334 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3753088.000000 Penalty: 978.452637
	Iteration 1F: 3 clusters Score -3753088 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3757995.000000 Penalty: 978.452637
	Iteration 2F: 3 clusters Score -3757995 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3763084.750000 Penalty: 978.452637
	Iteration 3F: 3 clusters Score -3763085 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3764767.750000 Penalty: 978.452637
	Iteration 4F: 3 clusters Score -3764768 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3765255.750000 Penalty: 978.452637
	Iteration 5Q: 3 clusters Score -3765256 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3765493.000000 Penalty: 978.452637
	Iteration 6Q: 3 clusters Score -3765493 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3765698.750000 Penalty: 978.452637
	Iteration 7Q: 3 clusters Score -3765699 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3765820.000000 Penalty: 978.452637
	Iteration 8Q: 3 clusters Score -3765820 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3765861.000000 Penalty: 978.452637
	Iteration 9Q: 3 clusters Score -3765861 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3765862.750000 Penalty: 978.452637
	Iteration 10Q: 3 clusters Score -3765863 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3765877.750000 Penalty: 978.452637
	Iteration 11Q: 3 clusters Score -3765878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3765858.750000 Penalty: 978.452637
	Iteration 12Q: 3 clusters Score -3765859 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3765843.250000 Penalty: 978.452637
	Iteration 13Q: 3 clusters Score -3765843 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3765743.250000 Penalty: 978.452637
	Iteration 14Q: 3 clusters Score -3765743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3765651.000000 Penalty: 978.452637
	Iteration 15Q: 3 clusters Score -3765651 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -3765663.750000 Penalty: 978.452637
	Iteration 16Q: 3 clusters Score -3765664 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3765673.000000 Penalty: 978.452637
	Iteration 17Q: 3 clusters Score -3765673 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3765597.750000 Penalty: 978.452637
	Iteration 18Q: 3 clusters Score -3765598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3765618.000000 Penalty: 978.452637
	Iteration 19Q: 3 clusters Score -3765618 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3765624.500000 Penalty: 978.452637
	Iteration 20F: 3 clusters Score -3765624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3765580.250000 Penalty: 978.452637
	Iteration 21Q: 3 clusters Score -3765580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3765565.250000 Penalty: 978.452637
	Iteration 22Q: 3 clusters Score -3765565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3765537.500000 Penalty: 978.452637
	Iteration 23Q: 3 clusters Score -3765538 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3765529.000000 Penalty: 978.452637
	Iteration 24Q: 3 clusters Score -3765529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3765513.250000 Penalty: 978.452637
	Iteration 25Q: 3 clusters Score -3765513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3765488.500000 Penalty: 978.452637
	Iteration 26Q: 3 clusters Score -3765488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3765475.500000 Penalty: 978.452637
	Iteration 27Q: 3 clusters Score -3765476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3765432.250000 Penalty: 978.452637
	Iteration 28Q: 3 clusters Score -3765432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3765425.500000 Penalty: 978.452637
	Iteration 29Q: 3 clusters Score -3765426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3765416.500000 Penalty: 978.452637
	Iteration 30Q: 3 clusters Score -3765416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3765418.000000 Penalty: 978.452637
	Iteration 31Q: 3 clusters Score -3765418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3765409.500000 Penalty: 978.452637
	Iteration 32Q: 3 clusters Score -3765410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3765391.500000 Penalty: 978.452637
	Iteration 33Q: 3 clusters Score -3765392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3765390.000000 Penalty: 978.452637
	Iteration 34Q: 3 clusters Score -3765390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3765366.750000 Penalty: 978.452637
	Iteration 35Q: 3 clusters Score -3765367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3765348.750000 Penalty: 978.452637
	Iteration 36Q: 3 clusters Score -3765349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3765345.750000 Penalty: 978.452637
	Iteration 37Q: 3 clusters Score -3765346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3765331.500000 Penalty: 978.452637
	Iteration 38Q: 3 clusters Score -3765332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3765333.000000 Penalty: 978.452637
	Iteration 39Q: 3 clusters Score -3765333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3765340.750000 Penalty: 978.452637
	Iteration 40F: 3 clusters Score -3765341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3765340.250000 Penalty: 978.452637
	Iteration 41Q: 3 clusters Score -3765340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3765358.750000 Penalty: 978.452637
	Iteration 42Q: 3 clusters Score -3765359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3765350.500000 Penalty: 978.452637
	Iteration 43Q: 3 clusters Score -3765350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3765356.750000 Penalty: 978.452637
	Iteration 44Q: 3 clusters Score -3765357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3765355.250000 Penalty: 978.452637
	Iteration 45Q: 3 clusters Score -3765355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3765353.250000 Penalty: 978.452637
	Iteration 46Q: 3 clusters Score -3765353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3765356.750000 Penalty: 978.452637
	Iteration 47Q: 3 clusters Score -3765357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3765357.000000 Penalty: 978.452637
	Iteration 48Q: 3 clusters Score -3765357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3765357.750000 Penalty: 978.452637
	Iteration 49Q: 3 clusters Score -3765358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3765354.750000 Penalty: 978.452637
	Iteration 50Q: 3 clusters Score -3765355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -3765347.500000 Penalty: 978.452637
	Iteration 51Q: 3 clusters Score -3765348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3765333.250000 Penalty: 978.452637
	Iteration 52Q: 3 clusters Score -3765333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3765339.000000 Penalty: 978.452637
	Iteration 53Q: 3 clusters Score -3765339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3765337.500000 Penalty: 978.452637
	Iteration 54Q: 3 clusters Score -3765338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3765336.750000 Penalty: 978.452637
	Iteration 55Q: 3 clusters Score -3765337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3765337.250000 Penalty: 978.452637
	Iteration 56Q: 3 clusters Score -3765337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3765337.000000 Penalty: 978.452637
	Iteration 57Q: 3 clusters Score -3765337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -3765334.500000 Penalty: 978.452637
	Iteration 58Q: 3 clusters Score -3765334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3765335.750000 Penalty: 978.452637
	Iteration 59Q: 3 clusters Score -3765336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3765329.750000 Penalty: 978.452637
	Iteration 60F: 3 clusters Score -3765330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 589 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 18767 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2170 members 
Mstep: Class 49 contains 472 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1202 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 1941 members 
Mstep: Class 55 contains 152 members 
Mstep: Class 56 contains 35659 members 
Mstep: Class 57 contains 10074 members 
Mstep: Class 58 contains 485 members 
Mstep: Class 59 contains 151 members 
Mstep: Class 60 contains 7405 members 
Mstep: Class 61 contains 27967 members 
Entering Unmasked Estep 
Score: -42136876.000000 Penalty: 36718.121094
Splitting cluster 46 changes total score from -42125416.000000 to -42136876.000000
So it's getting split into cluster 61.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 2463 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 306 members 
Mstep: Class 7 contains 6789 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 17906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55167 members 
Mstep: Class 14 contains 21456 members 
Mstep: Class 15 contains 875 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 26955 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 208 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 6805 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 22203 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 7999 members 
Mstep: Class 28 contains 18259 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2649 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 23750 members 
Mstep: Class 34 contains 784 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 25452 members 
Mstep: Class 39 contains 589 members 
Mstep: Class 40 contains 399 members 
Mstep: Class 41 contains 699 members 
Mstep: Class 42 contains 46112 members 
Mstep: Class 43 contains 2311 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 924 members 
Mstep: Class 46 contains 18767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140460.000000 Penalty: 36718.121094
Iteration 119Q: 62 clusters Score -4.214046e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 265 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 35731 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 17591 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55202 members 
Mstep: Class 14 contains 21907 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 27261 members 
Mstep: Class 20 contains 17688 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 7112 members 
Mstep: Class 23 contains 6833 members 
Mstep: Class 24 contains 579 members 
Mstep: Class 25 contains 22599 members 
Mstep: Class 26 contains 48142 members 
Mstep: Class 27 contains 7988 members 
Mstep: Class 28 contains 18867 members 
Mstep: Class 29 contains 47 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2697 members 
Mstep: Class 32 contains 6111 members 
Mstep: Class 33 contains 23558 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 20902 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 8144 members 
Mstep: Class 38 contains 24744 members 
Mstep: Class 39 contains 662 members 
Mstep: Class 40 contains 437 members 
Mstep: Class 41 contains 703 members 
Mstep: Class 42 contains 45867 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 239 members 
Mstep: Class 45 contains 942 members 
Mstep: Class 46 contains 20337 members 
Mstep: Class 47 contains 287 members 
Mstep: Class 48 contains 1994 members 
Mstep: Class 49 contains 448 members 
Mstep: Class 50 contains 358 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 200 members 
Mstep: Class 53 contains 223 members 
Mstep: Class 54 contains 1984 members 
Mstep: Class 55 contains 149 members 
Mstep: Class 56 contains 33896 members 
Mstep: Class 57 contains 9699 members 
Mstep: Class 58 contains 476 members 
Mstep: Class 59 contains 151 members 
Mstep: Class 60 contains 7354 members 
Mstep: Class 61 contains 28061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 575.921814 but Gain 601.933594
Score: -42144580.000000 Penalty: 36116.187500
Iteration 120F: 61 clusters Score -4.214458e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 35158 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 16968 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 55091 members 
Mstep: Class 14 contains 22339 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 492 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 27147 members 
Mstep: Class 20 contains 17608 members 
Mstep: Class 21 contains 228 members 
Mstep: Class 22 contains 7074 members 
Mstep: Class 23 contains 6769 members 
Mstep: Class 24 contains 598 members 
Mstep: Class 25 contains 22439 members 
Mstep: Class 26 contains 48102 members 
Mstep: Class 27 contains 7940 members 
Mstep: Class 28 contains 19369 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 23372 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 21398 members 
Mstep: Class 36 contains 309 members 
Mstep: Class 37 contains 7882 members 
Mstep: Class 38 contains 23964 members 
Mstep: Class 39 contains 713 members 
Mstep: Class 40 contains 442 members 
Mstep: Class 41 contains 695 members 
Mstep: Class 42 contains 45654 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 244 members 
Mstep: Class 45 contains 953 members 
Mstep: Class 46 contains 21823 members 
Mstep: Class 47 contains 288 members 
Mstep: Class 48 contains 2127 members 
Mstep: Class 49 contains 431 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1338 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 246 members 
Mstep: Class 54 contains 2093 members 
Mstep: Class 55 contains 170 members 
Mstep: Class 56 contains 32516 members 
Mstep: Class 57 contains 10686 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 164 members 
Mstep: Class 60 contains 7460 members 
Mstep: Class 61 contains 28446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42146792.000000 Penalty: 36116.187500
Iteration 121Q: 61 clusters Score -4.214679e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 34628 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 6547 members 
Mstep: Class 8 contains 322 members 
Mstep: Class 9 contains 3440 members 
Mstep: Class 10 contains 2312 members 
Mstep: Class 11 contains 16358 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54955 members 
Mstep: Class 14 contains 22747 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 27102 members 
Mstep: Class 20 contains 17598 members 
Mstep: Class 21 contains 228 members 
Mstep: Class 22 contains 7044 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 605 members 
Mstep: Class 25 contains 22241 members 
Mstep: Class 26 contains 48153 members 
Mstep: Class 27 contains 7922 members 
Mstep: Class 28 contains 19828 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2660 members 
Mstep: Class 32 contains 5630 members 
Mstep: Class 33 contains 23226 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 22005 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 23260 members 
Mstep: Class 39 contains 750 members 
Mstep: Class 40 contains 446 members 
Mstep: Class 41 contains 682 members 
Mstep: Class 42 contains 45408 members 
Mstep: Class 43 contains 2341 members 
Mstep: Class 44 contains 243 members 
Mstep: Class 45 contains 966 members 
Mstep: Class 46 contains 23007 members 
Mstep: Class 47 contains 286 members 
Mstep: Class 48 contains 2179 members 
Mstep: Class 49 contains 421 members 
Mstep: Class 50 contains 373 members 
Mstep: Class 51 contains 1406 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 254 members 
Mstep: Class 54 contains 2180 members 
Mstep: Class 55 contains 180 members 
Mstep: Class 56 contains 31667 members 
Mstep: Class 57 contains 11523 members 
Mstep: Class 58 contains 565 members 
Mstep: Class 59 contains 172 members 
Mstep: Class 60 contains 7541 members 
Mstep: Class 61 contains 28501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147812.000000 Penalty: 36116.187500
Iteration 122Q: 61 clusters Score -4.214781e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 595 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 34101 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54835 members 
Mstep: Class 14 contains 23162 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 495 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 27066 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 7013 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 611 members 
Mstep: Class 25 contains 22075 members 
Mstep: Class 26 contains 48220 members 
Mstep: Class 27 contains 7898 members 
Mstep: Class 28 contains 20292 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2659 members 
Mstep: Class 32 contains 5362 members 
Mstep: Class 33 contains 23147 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 22538 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 7388 members 
Mstep: Class 38 contains 22586 members 
Mstep: Class 39 contains 779 members 
Mstep: Class 40 contains 448 members 
Mstep: Class 41 contains 673 members 
Mstep: Class 42 contains 45143 members 
Mstep: Class 43 contains 2343 members 
Mstep: Class 44 contains 240 members 
Mstep: Class 45 contains 972 members 
Mstep: Class 46 contains 24081 members 
Mstep: Class 47 contains 282 members 
Mstep: Class 48 contains 2213 members 
Mstep: Class 49 contains 414 members 
Mstep: Class 50 contains 379 members 
Mstep: Class 51 contains 1453 members 
Mstep: Class 52 contains 206 members 
Mstep: Class 53 contains 265 members 
Mstep: Class 54 contains 2250 members 
Mstep: Class 55 contains 189 members 
Mstep: Class 56 contains 31366 members 
Mstep: Class 57 contains 12410 members 
Mstep: Class 58 contains 582 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 7602 members 
Mstep: Class 61 contains 28110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148056.000000 Penalty: 36116.187500
Iteration 123Q: 61 clusters Score -4.214806e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 263 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 33534 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 2318 members 
Mstep: Class 11 contains 15068 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54696 members 
Mstep: Class 14 contains 23540 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 501 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1133 members 
Mstep: Class 19 contains 27034 members 
Mstep: Class 20 contains 17655 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 616 members 
Mstep: Class 25 contains 22047 members 
Mstep: Class 26 contains 48291 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 20773 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2662 members 
Mstep: Class 32 contains 5133 members 
Mstep: Class 33 contains 23131 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 23018 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 7122 members 
Mstep: Class 38 contains 21883 members 
Mstep: Class 39 contains 808 members 
Mstep: Class 40 contains 449 members 
Mstep: Class 41 contains 668 members 
Mstep: Class 42 contains 44908 members 
Mstep: Class 43 contains 2346 members 
Mstep: Class 44 contains 237 members 
Mstep: Class 45 contains 975 members 
Mstep: Class 46 contains 25075 members 
Mstep: Class 47 contains 281 members 
Mstep: Class 48 contains 2244 members 
Mstep: Class 49 contains 403 members 
Mstep: Class 50 contains 381 members 
Mstep: Class 51 contains 1481 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 266 members 
Mstep: Class 54 contains 2306 members 
Mstep: Class 55 contains 193 members 
Mstep: Class 56 contains 31300 members 
Mstep: Class 57 contains 13305 members 
Mstep: Class 58 contains 590 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 7689 members 
Mstep: Class 61 contains 27531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148376.000000 Penalty: 36116.187500
Iteration 124Q: 61 clusters Score -4.214838e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 3141 members 
Mstep: Class 5 contains 32931 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 6475 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 2319 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54590 members 
Mstep: Class 14 contains 23854 members 
Mstep: Class 15 contains 857 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 27041 members 
Mstep: Class 20 contains 17685 members 
Mstep: Class 21 contains 246 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 617 members 
Mstep: Class 25 contains 21966 members 
Mstep: Class 26 contains 48350 members 
Mstep: Class 27 contains 7844 members 
Mstep: Class 28 contains 21178 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2660 members 
Mstep: Class 32 contains 4903 members 
Mstep: Class 33 contains 23173 members 
Mstep: Class 34 contains 738 members 
Mstep: Class 35 contains 23516 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6855 members 
Mstep: Class 38 contains 21198 members 
Mstep: Class 39 contains 817 members 
Mstep: Class 40 contains 449 members 
Mstep: Class 41 contains 662 members 
Mstep: Class 42 contains 44690 members 
Mstep: Class 43 contains 2352 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 980 members 
Mstep: Class 46 contains 26021 members 
Mstep: Class 47 contains 278 members 
Mstep: Class 48 contains 2273 members 
Mstep: Class 49 contains 399 members 
Mstep: Class 50 contains 382 members 
Mstep: Class 51 contains 1505 members 
Mstep: Class 52 contains 205 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 2359 members 
Mstep: Class 55 contains 194 members 
Mstep: Class 56 contains 31340 members 
Mstep: Class 57 contains 14254 members 
Mstep: Class 58 contains 594 members 
Mstep: Class 59 contains 178 members 
Mstep: Class 60 contains 7800 members 
Mstep: Class 61 contains 26913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148808.000000 Penalty: 36116.187500
Iteration 125Q: 61 clusters Score -4.214881e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 32257 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 13502 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54474 members 
Mstep: Class 14 contains 24163 members 
Mstep: Class 15 contains 854 members 
Mstep: Class 16 contains 506 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 27051 members 
Mstep: Class 20 contains 17747 members 
Mstep: Class 21 contains 250 members 
Mstep: Class 22 contains 6912 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 21988 members 
Mstep: Class 26 contains 48376 members 
Mstep: Class 27 contains 7816 members 
Mstep: Class 28 contains 21512 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2654 members 
Mstep: Class 32 contains 4673 members 
Mstep: Class 33 contains 23250 members 
Mstep: Class 34 contains 739 members 
Mstep: Class 35 contains 24100 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6580 members 
Mstep: Class 38 contains 20525 members 
Mstep: Class 39 contains 835 members 
Mstep: Class 40 contains 451 members 
Mstep: Class 41 contains 657 members 
Mstep: Class 42 contains 44507 members 
Mstep: Class 43 contains 2355 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 983 members 
Mstep: Class 46 contains 26839 members 
Mstep: Class 47 contains 273 members 
Mstep: Class 48 contains 2287 members 
Mstep: Class 49 contains 395 members 
Mstep: Class 50 contains 384 members 
Mstep: Class 51 contains 1516 members 
Mstep: Class 52 contains 203 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 2413 members 
Mstep: Class 55 contains 194 members 
Mstep: Class 56 contains 31229 members 
Mstep: Class 57 contains 15309 members 
Mstep: Class 58 contains 593 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 7966 members 
Mstep: Class 61 contains 26552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149068.000000 Penalty: 36116.187500
Iteration 126Q: 61 clusters Score -4.214907e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 3150 members 
Mstep: Class 5 contains 31531 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 6467 members 
Mstep: Class 8 contains 344 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 12556 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54381 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 852 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 1176 members 
Mstep: Class 19 contains 27049 members 
Mstep: Class 20 contains 17791 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6869 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 22055 members 
Mstep: Class 26 contains 48406 members 
Mstep: Class 27 contains 7787 members 
Mstep: Class 28 contains 21861 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2648 members 
Mstep: Class 32 contains 4474 members 
Mstep: Class 33 contains 23346 members 
Mstep: Class 34 contains 743 members 
Mstep: Class 35 contains 24653 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6320 members 
Mstep: Class 38 contains 19825 members 
Mstep: Class 39 contains 852 members 
Mstep: Class 40 contains 452 members 
Mstep: Class 41 contains 654 members 
Mstep: Class 42 contains 44361 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 232 members 
Mstep: Class 45 contains 988 members 
Mstep: Class 46 contains 27704 members 
Mstep: Class 47 contains 270 members 
Mstep: Class 48 contains 2297 members 
Mstep: Class 49 contains 388 members 
Mstep: Class 50 contains 384 members 
Mstep: Class 51 contains 1518 members 
Mstep: Class 52 contains 204 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2457 members 
Mstep: Class 55 contains 194 members 
Mstep: Class 56 contains 31079 members 
Mstep: Class 57 contains 16467 members 
Mstep: Class 58 contains 593 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 8128 members 
Mstep: Class 61 contains 26182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149024.000000 Penalty: 36116.187500
Iteration 127Q: 61 clusters Score -4.214902e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 269 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 30798 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 11563 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54268 members 
Mstep: Class 14 contains 24650 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 464 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 27036 members 
Mstep: Class 20 contains 17836 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 6692 members 
Mstep: Class 24 contains 619 members 
Mstep: Class 25 contains 22079 members 
Mstep: Class 26 contains 48424 members 
Mstep: Class 27 contains 7763 members 
Mstep: Class 28 contains 22149 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 2651 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 23424 members 
Mstep: Class 34 contains 747 members 
Mstep: Class 35 contains 25095 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 6087 members 
Mstep: Class 38 contains 19106 members 
Mstep: Class 39 contains 870 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 651 members 
Mstep: Class 42 contains 44226 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 988 members 
Mstep: Class 46 contains 28548 members 
Mstep: Class 47 contains 266 members 
Mstep: Class 48 contains 2313 members 
Mstep: Class 49 contains 382 members 
Mstep: Class 50 contains 385 members 
Mstep: Class 51 contains 1539 members 
Mstep: Class 52 contains 208 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2498 members 
Mstep: Class 55 contains 196 members 
Mstep: Class 56 contains 30831 members 
Mstep: Class 57 contains 17850 members 
Mstep: Class 58 contains 589 members 
Mstep: Class 59 contains 174 members 
Mstep: Class 60 contains 8350 members 
Mstep: Class 61 contains 25939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149192.000000 Penalty: 36116.187500
Iteration 128Q: 61 clusters Score -4.214919e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 3151 members 
Mstep: Class 5 contains 30124 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 353 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 10373 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54177 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 27047 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 6691 members 
Mstep: Class 24 contains 622 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 48443 members 
Mstep: Class 27 contains 7742 members 
Mstep: Class 28 contains 22442 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 4120 members 
Mstep: Class 33 contains 23507 members 
Mstep: Class 34 contains 750 members 
Mstep: Class 35 contains 25580 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5894 members 
Mstep: Class 38 contains 18447 members 
Mstep: Class 39 contains 886 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 647 members 
Mstep: Class 42 contains 44102 members 
Mstep: Class 43 contains 2362 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 989 members 
Mstep: Class 46 contains 29323 members 
Mstep: Class 47 contains 262 members 
Mstep: Class 48 contains 2312 members 
Mstep: Class 49 contains 380 members 
Mstep: Class 50 contains 386 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2528 members 
Mstep: Class 55 contains 199 members 
Mstep: Class 56 contains 30568 members 
Mstep: Class 57 contains 19358 members 
Mstep: Class 58 contains 583 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 8539 members 
Mstep: Class 61 contains 25725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149556.000000 Penalty: 36116.187500
Iteration 129Q: 61 clusters Score -4.214956e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 275 members 
Mstep: Class 4 contains 3152 members 
Mstep: Class 5 contains 29549 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 355 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54042 members 
Mstep: Class 14 contains 25029 members 
Mstep: Class 15 contains 852 members 
Mstep: Class 16 contains 514 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 27060 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 6800 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 625 members 
Mstep: Class 25 contains 22138 members 
Mstep: Class 26 contains 48440 members 
Mstep: Class 27 contains 7722 members 
Mstep: Class 28 contains 22717 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 3964 members 
Mstep: Class 33 contains 23601 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 25559 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5713 members 
Mstep: Class 38 contains 17867 members 
Mstep: Class 39 contains 899 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 645 members 
Mstep: Class 42 contains 43973 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 989 members 
Mstep: Class 46 contains 30059 members 
Mstep: Class 47 contains 260 members 
Mstep: Class 48 contains 2318 members 
Mstep: Class 49 contains 377 members 
Mstep: Class 50 contains 386 members 
Mstep: Class 51 contains 1573 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2558 members 
Mstep: Class 55 contains 198 members 
Mstep: Class 56 contains 30258 members 
Mstep: Class 57 contains 21027 members 
Mstep: Class 58 contains 572 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 8734 members 
Mstep: Class 61 contains 25522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149376.000000 Penalty: 36116.187500
Iteration 130Q: 61 clusters Score -4.214938e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 29092 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 8370 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 25195 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 27084 members 
Mstep: Class 20 contains 17967 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6780 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 627 members 
Mstep: Class 25 contains 22052 members 
Mstep: Class 26 contains 48456 members 
Mstep: Class 27 contains 7705 members 
Mstep: Class 28 contains 22980 members 
Mstep: Class 30 contains 3187 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 3817 members 
Mstep: Class 33 contains 23702 members 
Mstep: Class 34 contains 767 members 
Mstep: Class 35 contains 25191 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5538 members 
Mstep: Class 38 contains 17304 members 
Mstep: Class 39 contains 908 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 642 members 
Mstep: Class 42 contains 43858 members 
Mstep: Class 43 contains 2361 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 990 members 
Mstep: Class 46 contains 30715 members 
Mstep: Class 47 contains 259 members 
Mstep: Class 48 contains 2317 members 
Mstep: Class 49 contains 375 members 
Mstep: Class 50 contains 387 members 
Mstep: Class 51 contains 1602 members 
Mstep: Class 52 contains 209 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2576 members 
Mstep: Class 55 contains 198 members 
Mstep: Class 56 contains 29983 members 
Mstep: Class 57 contains 22969 members 
Mstep: Class 58 contains 556 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 8961 members 
Mstep: Class 61 contains 25307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149252.000000 Penalty: 36116.187500
Iteration 131Q: 61 clusters Score -4.214925e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 365 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 7565 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 27047 members 
Mstep: Class 20 contains 18010 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6761 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 21911 members 
Mstep: Class 26 contains 48434 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 23295 members 
Mstep: Class 30 contains 3188 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 3678 members 
Mstep: Class 33 contains 23786 members 
Mstep: Class 34 contains 762 members 
Mstep: Class 35 contains 24781 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5399 members 
Mstep: Class 38 contains 16718 members 
Mstep: Class 39 contains 918 members 
Mstep: Class 40 contains 454 members 
Mstep: Class 41 contains 642 members 
Mstep: Class 42 contains 43782 members 
Mstep: Class 43 contains 2360 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 990 members 
Mstep: Class 46 contains 31439 members 
Mstep: Class 47 contains 257 members 
Mstep: Class 48 contains 2322 members 
Mstep: Class 49 contains 373 members 
Mstep: Class 50 contains 388 members 
Mstep: Class 51 contains 1619 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2583 members 
Mstep: Class 55 contains 198 members 
Mstep: Class 56 contains 29679 members 
Mstep: Class 57 contains 24909 members 
Mstep: Class 58 contains 546 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 9192 members 
Mstep: Class 61 contains 25033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149544.000000 Penalty: 36116.187500
Iteration 132Q: 61 clusters Score -4.214954e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 279 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 28124 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 2303 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53874 members 
Mstep: Class 14 contains 25459 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 27020 members 
Mstep: Class 20 contains 18039 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 21660 members 
Mstep: Class 26 contains 48441 members 
Mstep: Class 27 contains 7669 members 
Mstep: Class 28 contains 23655 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 3535 members 
Mstep: Class 33 contains 23859 members 
Mstep: Class 34 contains 772 members 
Mstep: Class 35 contains 24402 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5272 members 
Mstep: Class 38 contains 16169 members 
Mstep: Class 39 contains 923 members 
Mstep: Class 40 contains 454 members 
Mstep: Class 41 contains 641 members 
Mstep: Class 42 contains 43725 members 
Mstep: Class 43 contains 2365 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 990 members 
Mstep: Class 46 contains 32057 members 
Mstep: Class 47 contains 258 members 
Mstep: Class 48 contains 2322 members 
Mstep: Class 49 contains 371 members 
Mstep: Class 50 contains 390 members 
Mstep: Class 51 contains 1627 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2593 members 
Mstep: Class 55 contains 198 members 
Mstep: Class 56 contains 29434 members 
Mstep: Class 57 contains 26604 members 
Mstep: Class 58 contains 546 members 
Mstep: Class 59 contains 175 members 
Mstep: Class 60 contains 9420 members 
Mstep: Class 61 contains 24738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149564.000000 Penalty: 36116.187500
Iteration 133Q: 61 clusters Score -4.214956e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 27557 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53846 members 
Mstep: Class 14 contains 25566 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 26972 members 
Mstep: Class 20 contains 18044 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6718 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 21424 members 
Mstep: Class 26 contains 48449 members 
Mstep: Class 27 contains 7660 members 
Mstep: Class 28 contains 23920 members 
Mstep: Class 30 contains 3186 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 3412 members 
Mstep: Class 33 contains 23899 members 
Mstep: Class 34 contains 771 members 
Mstep: Class 35 contains 24246 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5167 members 
Mstep: Class 38 contains 15669 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 453 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 43672 members 
Mstep: Class 43 contains 2372 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 991 members 
Mstep: Class 46 contains 32583 members 
Mstep: Class 47 contains 257 members 
Mstep: Class 48 contains 2322 members 
Mstep: Class 49 contains 370 members 
Mstep: Class 50 contains 390 members 
Mstep: Class 51 contains 1641 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2607 members 
Mstep: Class 55 contains 198 members 
Mstep: Class 56 contains 29190 members 
Mstep: Class 57 contains 27982 members 
Mstep: Class 58 contains 543 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 9668 members 
Mstep: Class 61 contains 24562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149252.000000 Penalty: 36116.187500
Iteration 134Q: 61 clusters Score -4.214925e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3140 members 
Mstep: Class 5 contains 26867 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53785 members 
Mstep: Class 14 contains 25680 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 26962 members 
Mstep: Class 20 contains 18040 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6692 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 21129 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 7655 members 
Mstep: Class 28 contains 24186 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 3290 members 
Mstep: Class 33 contains 23929 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 24214 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 5081 members 
Mstep: Class 38 contains 15149 members 
Mstep: Class 39 contains 933 members 
Mstep: Class 40 contains 454 members 
Mstep: Class 41 contains 638 members 
Mstep: Class 42 contains 43649 members 
Mstep: Class 43 contains 2379 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 992 members 
Mstep: Class 46 contains 33033 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2320 members 
Mstep: Class 49 contains 369 members 
Mstep: Class 50 contains 390 members 
Mstep: Class 51 contains 1650 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2638 members 
Mstep: Class 55 contains 199 members 
Mstep: Class 56 contains 28999 members 
Mstep: Class 57 contains 29291 members 
Mstep: Class 58 contains 539 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 9948 members 
Mstep: Class 61 contains 24397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148872.000000 Penalty: 36116.187500
Iteration 135Q: 61 clusters Score -4.214887e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3130 members 
Mstep: Class 5 contains 26120 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53779 members 
Mstep: Class 14 contains 25825 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1195 members 
Mstep: Class 19 contains 26951 members 
Mstep: Class 20 contains 18040 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6671 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 633 members 
Mstep: Class 25 contains 20905 members 
Mstep: Class 26 contains 48364 members 
Mstep: Class 27 contains 7647 members 
Mstep: Class 28 contains 24442 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2662 members 
Mstep: Class 32 contains 3192 members 
Mstep: Class 33 contains 23943 members 
Mstep: Class 34 contains 774 members 
Mstep: Class 35 contains 24195 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4993 members 
Mstep: Class 38 contains 14666 members 
Mstep: Class 39 contains 941 members 
Mstep: Class 40 contains 455 members 
Mstep: Class 41 contains 635 members 
Mstep: Class 42 contains 43617 members 
Mstep: Class 43 contains 2379 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 993 members 
Mstep: Class 46 contains 33425 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2321 members 
Mstep: Class 49 contains 367 members 
Mstep: Class 50 contains 390 members 
Mstep: Class 51 contains 1656 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2658 members 
Mstep: Class 55 contains 201 members 
Mstep: Class 56 contains 28807 members 
Mstep: Class 57 contains 30423 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 10232 members 
Mstep: Class 61 contains 24246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148688.000000 Penalty: 36116.187500
Iteration 136Q: 61 clusters Score -4.214869e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 6312 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53787 members 
Mstep: Class 14 contains 25947 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 26947 members 
Mstep: Class 20 contains 18069 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 20882 members 
Mstep: Class 26 contains 48297 members 
Mstep: Class 27 contains 7644 members 
Mstep: Class 28 contains 24557 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 3092 members 
Mstep: Class 33 contains 23952 members 
Mstep: Class 34 contains 777 members 
Mstep: Class 35 contains 24160 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4936 members 
Mstep: Class 38 contains 14257 members 
Mstep: Class 39 contains 950 members 
Mstep: Class 40 contains 456 members 
Mstep: Class 41 contains 632 members 
Mstep: Class 42 contains 43598 members 
Mstep: Class 43 contains 2383 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 993 members 
Mstep: Class 46 contains 33784 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2318 members 
Mstep: Class 49 contains 366 members 
Mstep: Class 50 contains 392 members 
Mstep: Class 51 contains 1659 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2675 members 
Mstep: Class 55 contains 201 members 
Mstep: Class 56 contains 28593 members 
Mstep: Class 57 contains 31263 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 10540 members 
Mstep: Class 61 contains 24151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148272.000000 Penalty: 36116.187500
Iteration 137Q: 61 clusters Score -4.214827e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 24765 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 26065 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 26957 members 
Mstep: Class 20 contains 18085 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6652 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 20985 members 
Mstep: Class 26 contains 48226 members 
Mstep: Class 27 contains 7636 members 
Mstep: Class 28 contains 24603 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2662 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 23952 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 24113 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4893 members 
Mstep: Class 38 contains 13853 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 457 members 
Mstep: Class 41 contains 631 members 
Mstep: Class 42 contains 43582 members 
Mstep: Class 43 contains 2385 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 993 members 
Mstep: Class 46 contains 34059 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2318 members 
Mstep: Class 49 contains 365 members 
Mstep: Class 50 contains 392 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2687 members 
Mstep: Class 55 contains 202 members 
Mstep: Class 56 contains 28445 members 
Mstep: Class 57 contains 31902 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 10892 members 
Mstep: Class 61 contains 24099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148236.000000 Penalty: 36116.187500
Iteration 138Q: 61 clusters Score -4.214824e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3096 members 
Mstep: Class 5 contains 24251 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 26149 members 
Mstep: Class 15 contains 850 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 26965 members 
Mstep: Class 20 contains 18092 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6647 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 634 members 
Mstep: Class 25 contains 21121 members 
Mstep: Class 26 contains 48191 members 
Mstep: Class 27 contains 7634 members 
Mstep: Class 28 contains 24680 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2659 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 23939 members 
Mstep: Class 34 contains 782 members 
Mstep: Class 35 contains 24084 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4850 members 
Mstep: Class 38 contains 13419 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 631 members 
Mstep: Class 42 contains 43571 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 995 members 
Mstep: Class 46 contains 34283 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2319 members 
Mstep: Class 49 contains 365 members 
Mstep: Class 50 contains 392 members 
Mstep: Class 51 contains 1664 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2704 members 
Mstep: Class 55 contains 204 members 
Mstep: Class 56 contains 28323 members 
Mstep: Class 57 contains 32374 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 11264 members 
Mstep: Class 61 contains 24044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147928.000000 Penalty: 36116.187500
Iteration 139Q: 61 clusters Score -4.214793e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 568 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 23739 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 374 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53727 members 
Mstep: Class 14 contains 26253 members 
Mstep: Class 15 contains 849 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1198 members 
Mstep: Class 19 contains 26968 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6641 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 21296 members 
Mstep: Class 26 contains 48147 members 
Mstep: Class 27 contains 7630 members 
Mstep: Class 28 contains 24685 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 2831 members 
Mstep: Class 33 contains 23898 members 
Mstep: Class 34 contains 781 members 
Mstep: Class 35 contains 24088 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4817 members 
Mstep: Class 38 contains 12981 members 
Mstep: Class 39 contains 988 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 631 members 
Mstep: Class 42 contains 43565 members 
Mstep: Class 43 contains 2403 members 
Mstep: Class 44 contains 231 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 34481 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2319 members 
Mstep: Class 49 contains 365 members 
Mstep: Class 50 contains 392 members 
Mstep: Class 51 contains 1664 members 
Mstep: Class 52 contains 210 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2724 members 
Mstep: Class 55 contains 207 members 
Mstep: Class 56 contains 28208 members 
Mstep: Class 57 contains 32734 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 176 members 
Mstep: Class 60 contains 11698 members 
Mstep: Class 61 contains 24017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149336.000000 Penalty: 36116.187500
Iteration 140F: 61 clusters Score -4.214934e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 22814 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53684 members 
Mstep: Class 14 contains 26363 members 
Mstep: Class 15 contains 848 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1192 members 
Mstep: Class 19 contains 26921 members 
Mstep: Class 20 contains 18114 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 638 members 
Mstep: Class 25 contains 20610 members 
Mstep: Class 26 contains 48101 members 
Mstep: Class 27 contains 7623 members 
Mstep: Class 28 contains 24681 members 
Mstep: Class 30 contains 3184 members 
Mstep: Class 31 contains 2655 members 
Mstep: Class 32 contains 2740 members 
Mstep: Class 33 contains 23850 members 
Mstep: Class 34 contains 779 members 
Mstep: Class 35 contains 24784 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4779 members 
Mstep: Class 38 contains 12551 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 459 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 43548 members 
Mstep: Class 43 contains 2418 members 
Mstep: Class 44 contains 230 members 
Mstep: Class 45 contains 997 members 
Mstep: Class 46 contains 34720 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2322 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 392 members 
Mstep: Class 51 contains 1664 members 
Mstep: Class 52 contains 211 members 
Mstep: Class 53 contains 275 members 
Mstep: Class 54 contains 2761 members 
Mstep: Class 55 contains 209 members 
Mstep: Class 56 contains 28093 members 
Mstep: Class 57 contains 34577 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 177 members 
Mstep: Class 60 contains 12141 members 
Mstep: Class 61 contains 23976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148480.000000 Penalty: 36116.187500
Iteration 141Q: 61 clusters Score -4.214848e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 22082 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 4537 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53633 members 
Mstep: Class 14 contains 26468 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1183 members 
Mstep: Class 19 contains 26909 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 19973 members 
Mstep: Class 26 contains 48086 members 
Mstep: Class 27 contains 7616 members 
Mstep: Class 28 contains 24640 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2653 members 
Mstep: Class 32 contains 2660 members 
Mstep: Class 33 contains 23810 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 25378 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4753 members 
Mstep: Class 38 contains 12116 members 
Mstep: Class 39 contains 1036 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 629 members 
Mstep: Class 42 contains 43512 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 229 members 
Mstep: Class 45 contains 997 members 
Mstep: Class 46 contains 34985 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2324 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 393 members 
Mstep: Class 51 contains 1666 members 
Mstep: Class 52 contains 211 members 
Mstep: Class 53 contains 275 members 
Mstep: Class 54 contains 2779 members 
Mstep: Class 55 contains 211 members 
Mstep: Class 56 contains 27954 members 
Mstep: Class 57 contains 36281 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 180 members 
Mstep: Class 60 contains 12579 members 
Mstep: Class 61 contains 23961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147720.000000 Penalty: 36116.187500
Iteration 142Q: 61 clusters Score -4.214772e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 20862 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 6471 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 3754 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 26580 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 516 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 26931 members 
Mstep: Class 20 contains 18107 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 6641 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 48092 members 
Mstep: Class 27 contains 7608 members 
Mstep: Class 28 contains 24464 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 2566 members 
Mstep: Class 33 contains 23757 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 26256 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4710 members 
Mstep: Class 38 contains 11738 members 
Mstep: Class 39 contains 1071 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 627 members 
Mstep: Class 42 contains 43486 members 
Mstep: Class 43 contains 2435 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 998 members 
Mstep: Class 46 contains 35228 members 
Mstep: Class 47 contains 256 members 
Mstep: Class 48 contains 2325 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 395 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 211 members 
Mstep: Class 53 contains 276 members 
Mstep: Class 54 contains 2798 members 
Mstep: Class 55 contains 212 members 
Mstep: Class 56 contains 27844 members 
Mstep: Class 57 contains 38826 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 184 members 
Mstep: Class 60 contains 13041 members 
Mstep: Class 61 contains 24026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42144704.000000 Penalty: 36116.187500
Iteration 143Q: 61 clusters Score -4.21447e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 19009 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 6469 members 
Mstep: Class 8 contains 379 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 2292 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53916 members 
Mstep: Class 14 contains 26704 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 27019 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 15697 members 
Mstep: Class 26 contains 48096 members 
Mstep: Class 27 contains 7602 members 
Mstep: Class 28 contains 24237 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2644 members 
Mstep: Class 32 contains 2491 members 
Mstep: Class 33 contains 23678 members 
Mstep: Class 34 contains 774 members 
Mstep: Class 35 contains 27371 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4695 members 
Mstep: Class 38 contains 11405 members 
Mstep: Class 39 contains 1113 members 
Mstep: Class 40 contains 458 members 
Mstep: Class 41 contains 621 members 
Mstep: Class 42 contains 43444 members 
Mstep: Class 43 contains 2447 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 998 members 
Mstep: Class 46 contains 35439 members 
Mstep: Class 47 contains 255 members 
Mstep: Class 48 contains 2328 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 396 members 
Mstep: Class 51 contains 1667 members 
Mstep: Class 52 contains 211 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 2814 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 27745 members 
Mstep: Class 57 contains 42693 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 189 members 
Mstep: Class 60 contains 13497 members 
Mstep: Class 61 contains 24106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42143564.000000 Penalty: 36116.187500
Iteration 144Q: 61 clusters Score -4.214356e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 17838 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2285 members 
Mstep: Class 11 contains 2517 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53959 members 
Mstep: Class 14 contains 26821 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 514 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 27167 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 13732 members 
Mstep: Class 26 contains 48064 members 
Mstep: Class 27 contains 7599 members 
Mstep: Class 28 contains 23927 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2639 members 
Mstep: Class 32 contains 2428 members 
Mstep: Class 33 contains 23613 members 
Mstep: Class 34 contains 778 members 
Mstep: Class 35 contains 28315 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4693 members 
Mstep: Class 38 contains 11084 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 459 members 
Mstep: Class 41 contains 617 members 
Mstep: Class 42 contains 43412 members 
Mstep: Class 43 contains 2465 members 
Mstep: Class 44 contains 224 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 46 contains 35651 members 
Mstep: Class 47 contains 254 members 
Mstep: Class 48 contains 2333 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 396 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 278 members 
Mstep: Class 54 contains 2835 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 27668 members 
Mstep: Class 57 contains 45278 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 13948 members 
Mstep: Class 61 contains 24196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140288.000000 Penalty: 36116.187500
Iteration 145Q: 61 clusters Score -4.214029e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 17779 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 2284 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 26942 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 27195 members 
Mstep: Class 20 contains 18120 members 
Mstep: Class 21 contains 252 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 13365 members 
Mstep: Class 26 contains 48027 members 
Mstep: Class 27 contains 7601 members 
Mstep: Class 28 contains 23682 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2645 members 
Mstep: Class 32 contains 2373 members 
Mstep: Class 33 contains 23536 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 28893 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4691 members 
Mstep: Class 38 contains 10836 members 
Mstep: Class 39 contains 1179 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 613 members 
Mstep: Class 42 contains 43388 members 
Mstep: Class 43 contains 2476 members 
Mstep: Class 44 contains 227 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 35834 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2334 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 397 members 
Mstep: Class 51 contains 1666 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 279 members 
Mstep: Class 54 contains 2864 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 27622 members 
Mstep: Class 57 contains 45554 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 14310 members 
Mstep: Class 61 contains 24233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139404.000000 Penalty: 36116.187500
Iteration 146Q: 61 clusters Score -4.21394e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2989 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53976 members 
Mstep: Class 14 contains 27062 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 27146 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 6573 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 48003 members 
Mstep: Class 27 contains 7606 members 
Mstep: Class 28 contains 23403 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2654 members 
Mstep: Class 32 contains 2301 members 
Mstep: Class 33 contains 23471 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 29304 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4680 members 
Mstep: Class 38 contains 10603 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 465 members 
Mstep: Class 41 contains 612 members 
Mstep: Class 42 contains 43354 members 
Mstep: Class 43 contains 2485 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 36005 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2336 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1665 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 282 members 
Mstep: Class 54 contains 2888 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27585 members 
Mstep: Class 57 contains 45411 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 14671 members 
Mstep: Class 61 contains 24308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139484.000000 Penalty: 36116.187500
Iteration 147Q: 61 clusters Score -4.213948e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 18160 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54025 members 
Mstep: Class 14 contains 27190 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27095 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 47967 members 
Mstep: Class 27 contains 7607 members 
Mstep: Class 28 contains 23016 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2660 members 
Mstep: Class 32 contains 2227 members 
Mstep: Class 33 contains 23398 members 
Mstep: Class 34 contains 786 members 
Mstep: Class 35 contains 29669 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4683 members 
Mstep: Class 38 contains 10411 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 471 members 
Mstep: Class 41 contains 611 members 
Mstep: Class 42 contains 43309 members 
Mstep: Class 43 contains 2491 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 46 contains 36156 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2335 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1670 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 283 members 
Mstep: Class 54 contains 2910 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27591 members 
Mstep: Class 57 contains 45201 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 15025 members 
Mstep: Class 61 contains 24447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139928.000000 Penalty: 36116.187500
Iteration 148Q: 61 clusters Score -4.213993e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 557 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 18294 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6432 members 
Mstep: Class 8 contains 383 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54045 members 
Mstep: Class 14 contains 27294 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 18096 members 
Mstep: Class 21 contains 253 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 13173 members 
Mstep: Class 26 contains 47966 members 
Mstep: Class 27 contains 7603 members 
Mstep: Class 28 contains 22665 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 2171 members 
Mstep: Class 33 contains 23326 members 
Mstep: Class 34 contains 787 members 
Mstep: Class 35 contains 29974 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4670 members 
Mstep: Class 38 contains 10249 members 
Mstep: Class 39 contains 1240 members 
Mstep: Class 40 contains 473 members 
Mstep: Class 41 contains 608 members 
Mstep: Class 42 contains 43284 members 
Mstep: Class 43 contains 2505 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 46 contains 36330 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2338 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 284 members 
Mstep: Class 54 contains 2922 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27592 members 
Mstep: Class 57 contains 45015 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 15321 members 
Mstep: Class 61 contains 24549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140116.000000 Penalty: 36116.187500
Iteration 149Q: 61 clusters Score -4.214012e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 18415 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 2270 members 
Mstep: Class 11 contains 1105 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54027 members 
Mstep: Class 14 contains 27444 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 18090 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6560 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 13115 members 
Mstep: Class 26 contains 47936 members 
Mstep: Class 27 contains 7595 members 
Mstep: Class 28 contains 22285 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2670 members 
Mstep: Class 32 contains 2111 members 
Mstep: Class 33 contains 23253 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 30211 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4638 members 
Mstep: Class 38 contains 10099 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 474 members 
Mstep: Class 41 contains 605 members 
Mstep: Class 42 contains 43265 members 
Mstep: Class 43 contains 2521 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 36507 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2336 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 282 members 
Mstep: Class 54 contains 2937 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27601 members 
Mstep: Class 57 contains 44881 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 15639 members 
Mstep: Class 61 contains 24640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140224.000000 Penalty: 36116.187500
Iteration 150Q: 61 clusters Score -4.214022e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 18540 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6418 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54004 members 
Mstep: Class 14 contains 27585 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27028 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 47892 members 
Mstep: Class 27 contains 7583 members 
Mstep: Class 28 contains 21862 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 2053 members 
Mstep: Class 33 contains 23160 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 30422 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4620 members 
Mstep: Class 38 contains 9951 members 
Mstep: Class 39 contains 1253 members 
Mstep: Class 40 contains 475 members 
Mstep: Class 41 contains 603 members 
Mstep: Class 42 contains 43247 members 
Mstep: Class 43 contains 2541 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1002 members 
Mstep: Class 46 contains 36730 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2336 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1674 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 282 members 
Mstep: Class 54 contains 2977 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27574 members 
Mstep: Class 57 contains 44708 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 15965 members 
Mstep: Class 61 contains 24739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140460.000000 Penalty: 36116.187500
Iteration 151Q: 61 clusters Score -4.214046e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 18649 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 54007 members 
Mstep: Class 14 contains 27706 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27033 members 
Mstep: Class 20 contains 18084 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 13018 members 
Mstep: Class 26 contains 47875 members 
Mstep: Class 27 contains 7575 members 
Mstep: Class 28 contains 21461 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 23048 members 
Mstep: Class 34 contains 795 members 
Mstep: Class 35 contains 30637 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4602 members 
Mstep: Class 38 contains 9776 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 476 members 
Mstep: Class 41 contains 602 members 
Mstep: Class 42 contains 43248 members 
Mstep: Class 43 contains 2559 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 36980 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2339 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1673 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 282 members 
Mstep: Class 54 contains 3010 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27578 members 
Mstep: Class 57 contains 44498 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 16311 members 
Mstep: Class 61 contains 24768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140896.000000 Penalty: 36116.187500
Iteration 152Q: 61 clusters Score -4.21409e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 18730 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53991 members 
Mstep: Class 14 contains 27807 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 27033 members 
Mstep: Class 20 contains 18079 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12965 members 
Mstep: Class 26 contains 47865 members 
Mstep: Class 27 contains 7570 members 
Mstep: Class 28 contains 21072 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2663 members 
Mstep: Class 32 contains 1935 members 
Mstep: Class 33 contains 22967 members 
Mstep: Class 34 contains 796 members 
Mstep: Class 35 contains 30849 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4582 members 
Mstep: Class 38 contains 9551 members 
Mstep: Class 39 contains 1258 members 
Mstep: Class 40 contains 476 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 43246 members 
Mstep: Class 43 contains 2582 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1005 members 
Mstep: Class 46 contains 37252 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2342 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1674 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3036 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27580 members 
Mstep: Class 57 contains 44330 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 16637 members 
Mstep: Class 61 contains 24822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141300.000000 Penalty: 36116.187500
Iteration 153Q: 61 clusters Score -4.21413e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 18802 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 27883 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 27042 members 
Mstep: Class 20 contains 18072 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6516 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12904 members 
Mstep: Class 26 contains 47880 members 
Mstep: Class 27 contains 7562 members 
Mstep: Class 28 contains 20682 members 
Mstep: Class 30 contains 3177 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 1884 members 
Mstep: Class 33 contains 22884 members 
Mstep: Class 34 contains 797 members 
Mstep: Class 35 contains 30994 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4574 members 
Mstep: Class 38 contains 9372 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 477 members 
Mstep: Class 41 contains 601 members 
Mstep: Class 42 contains 43245 members 
Mstep: Class 43 contains 2606 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 37503 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2342 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1676 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3050 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27596 members 
Mstep: Class 57 contains 44213 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 16937 members 
Mstep: Class 61 contains 24868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141264.000000 Penalty: 36116.187500
Iteration 154Q: 61 clusters Score -4.214126e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 18917 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53955 members 
Mstep: Class 14 contains 27940 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 27045 members 
Mstep: Class 20 contains 18074 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 47884 members 
Mstep: Class 27 contains 7557 members 
Mstep: Class 28 contains 20274 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2669 members 
Mstep: Class 32 contains 1838 members 
Mstep: Class 33 contains 22809 members 
Mstep: Class 34 contains 797 members 
Mstep: Class 35 contains 31153 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4575 members 
Mstep: Class 38 contains 9218 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 477 members 
Mstep: Class 41 contains 600 members 
Mstep: Class 42 contains 43242 members 
Mstep: Class 43 contains 2628 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 37708 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2343 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1677 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3073 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27631 members 
Mstep: Class 57 contains 44051 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 17226 members 
Mstep: Class 61 contains 24922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141256.000000 Penalty: 36116.187500
Iteration 155Q: 61 clusters Score -4.214126e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 19028 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53915 members 
Mstep: Class 14 contains 28005 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 27048 members 
Mstep: Class 20 contains 18077 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6510 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12754 members 
Mstep: Class 26 contains 47877 members 
Mstep: Class 27 contains 7550 members 
Mstep: Class 28 contains 19897 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2673 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 22747 members 
Mstep: Class 34 contains 798 members 
Mstep: Class 35 contains 31316 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4572 members 
Mstep: Class 38 contains 9125 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 477 members 
Mstep: Class 41 contains 598 members 
Mstep: Class 42 contains 43233 members 
Mstep: Class 43 contains 2648 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 37890 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2342 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1677 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3091 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27650 members 
Mstep: Class 57 contains 43900 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 17481 members 
Mstep: Class 61 contains 24952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141604.000000 Penalty: 36116.187500
Iteration 156Q: 61 clusters Score -4.21416e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 19119 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6397 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 832 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53909 members 
Mstep: Class 14 contains 28056 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 27045 members 
Mstep: Class 20 contains 18077 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 47874 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 19552 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2674 members 
Mstep: Class 32 contains 1768 members 
Mstep: Class 33 contains 22701 members 
Mstep: Class 34 contains 804 members 
Mstep: Class 35 contains 31499 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4565 members 
Mstep: Class 38 contains 9060 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 478 members 
Mstep: Class 41 contains 594 members 
Mstep: Class 42 contains 43234 members 
Mstep: Class 43 contains 2663 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38086 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2342 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1678 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3105 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27664 members 
Mstep: Class 57 contains 43770 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 17658 members 
Mstep: Class 61 contains 24998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141628.000000 Penalty: 36116.187500
Iteration 157Q: 61 clusters Score -4.214163e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 19208 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6390 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 827 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53874 members 
Mstep: Class 14 contains 28109 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 27049 members 
Mstep: Class 20 contains 18076 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12486 members 
Mstep: Class 26 contains 47874 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 19253 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2678 members 
Mstep: Class 32 contains 1730 members 
Mstep: Class 33 contains 22646 members 
Mstep: Class 34 contains 810 members 
Mstep: Class 35 contains 31699 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4561 members 
Mstep: Class 38 contains 8991 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 591 members 
Mstep: Class 42 contains 43226 members 
Mstep: Class 43 contains 2671 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38316 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2342 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1681 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3127 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27672 members 
Mstep: Class 57 contains 43650 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 17851 members 
Mstep: Class 61 contains 24974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141700.000000 Penalty: 36116.187500
Iteration 158Q: 61 clusters Score -4.21417e+07 nChanged 2079
Entering ConstructFrom: 
Score: -42141700.000000 Penalty: 36116.187500
Entering ConstructFrom: 
Trying to split cluster 1 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -12180.057617 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -12180.06 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 206 members 
Entering Unmasked Estep 
Score: -11778.478516 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -11778.48 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11929.338867 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -11929.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12034.576172 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -12034.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12085.473633 Penalty: 542.451477
	Iteration 3F: 3 clusters Score -12085.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12131.399414 Penalty: 542.451477
	Iteration 4F: 3 clusters Score -12131.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12186.613281 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -12186.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12211.757812 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -12211.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12229.993164 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -12229.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12232.068359 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -12232.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12232.068359 Penalty: 542.451477
	Iteration 9F: 3 clusters Score -12232.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 27065 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 47860 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 174 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Entering Unmasked Estep 
Score: -42141136.000000 Penalty: 36718.121094
Splitting cluster 1 changes total score from -42141700.000000 to -42141136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -30024.353516 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -30024.35 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 276 members 
Entering Unmasked Estep 
Score: -29508.646484 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -29508.65 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29732.472656 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -29732.47 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29828.570312 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -29828.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29905.601562 Penalty: 574.697571
	Iteration 3F: 3 clusters Score -29905.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29959.814453 Penalty: 574.697571
	Iteration 4F: 3 clusters Score -29959.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29978.353516 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -29978.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29999.125000 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -29999.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30005.464844 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -30005.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30007.205078 Penalty: 574.697571
	Iteration 8Q: 3 clusters Score -30007.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30007.509766 Penalty: 574.697571
	Iteration 9Q: 3 clusters Score -30007.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30007.707031 Penalty: 574.697571
	Iteration 10Q: 3 clusters Score -30007.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30007.707031 Penalty: 574.697571
	Iteration 11F: 3 clusters Score -30007.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -5180.087891 Penalty: 256.706787
	Iteration 0F: 2 clusters Score -5180.088 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 143 members 
Entering Unmasked Estep 
Score: -4885.658691 Penalty: 513.413574
	Iteration 0F: 3 clusters Score -4885.659 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5113.550781 Penalty: 513.413574
	Iteration 1F: 3 clusters Score -5113.551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5168.532715 Penalty: 513.413574
	Iteration 2F: 3 clusters Score -5168.533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5179.034668 Penalty: 513.413574
	Iteration 3Q: 3 clusters Score -5179.035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5179.726562 Penalty: 513.413574
	Iteration 4Q: 3 clusters Score -5179.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5180.322754 Penalty: 513.413574
	Iteration 5Q: 3 clusters Score -5180.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5180.322754 Penalty: 513.413574
	Iteration 6F: 3 clusters Score -5180.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 198 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 27065 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 47860 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 84 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Entering Unmasked Estep 
Score: -42141068.000000 Penalty: 36718.121094
Splitting cluster 3 changes total score from -42141700.000000 to -42141068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -222082.984375 Penalty: 364.031158
	Iteration 0F: 2 clusters Score -222083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -219998.796875 Penalty: 728.062317
	Iteration 0F: 3 clusters Score -219998.8 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -220661.859375 Penalty: 728.062317
	Iteration 1F: 3 clusters Score -220661.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -220737.406250 Penalty: 728.062317
	Iteration 2F: 3 clusters Score -220737.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220809.531250 Penalty: 728.062317
	Iteration 3F: 3 clusters Score -220809.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220885.703125 Penalty: 728.062317
	Iteration 4F: 3 clusters Score -220885.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -220991.125000 Penalty: 728.062317
	Iteration 5F: 3 clusters Score -220991.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -221132.750000 Penalty: 728.062317
	Iteration 6F: 3 clusters Score -221132.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -221323.140625 Penalty: 728.062317
	Iteration 7F: 3 clusters Score -221323.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -221490.187500 Penalty: 728.062317
	Iteration 8F: 3 clusters Score -221490.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -221615.968750 Penalty: 728.062317
	Iteration 9Q: 3 clusters Score -221616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -221695.187500 Penalty: 728.062317
	Iteration 10Q: 3 clusters Score -221695.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -221745.421875 Penalty: 728.062317
	Iteration 11Q: 3 clusters Score -221745.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -221764.859375 Penalty: 728.062317
	Iteration 12Q: 3 clusters Score -221764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -221771.984375 Penalty: 728.062317
	Iteration 13Q: 3 clusters Score -221772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -221778.296875 Penalty: 728.062317
	Iteration 14Q: 3 clusters Score -221778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -221783.250000 Penalty: 728.062317
	Iteration 15Q: 3 clusters Score -221783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -221786.093750 Penalty: 728.062317
	Iteration 16Q: 3 clusters Score -221786.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -221786.953125 Penalty: 728.062317
	Iteration 17Q: 3 clusters Score -221787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -221786.953125 Penalty: 728.062317
	Iteration 18F: 3 clusters Score -221787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Entering Unmasked Estep 
Score: -1536172.375000 Penalty: 448.949921
	Iteration 0F: 2 clusters Score -1536172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1523404.500000 Penalty: 897.899841
	Iteration 0F: 3 clusters Score -1523404 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1529501.250000 Penalty: 897.899841
	Iteration 1F: 3 clusters Score -1529501 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1530387.875000 Penalty: 897.899841
	Iteration 2F: 3 clusters Score -1530388 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1531515.750000 Penalty: 897.899841
	Iteration 3F: 3 clusters Score -1531516 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1532664.500000 Penalty: 897.899841
	Iteration 4F: 3 clusters Score -1532664 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1533543.750000 Penalty: 897.899841
	Iteration 5F: 3 clusters Score -1533544 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1534161.125000 Penalty: 897.899841
	Iteration 6Q: 3 clusters Score -1534161 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1534610.000000 Penalty: 897.899841
	Iteration 7Q: 3 clusters Score -1534610 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1534943.000000 Penalty: 897.899841
	Iteration 8Q: 3 clusters Score -1534943 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1535189.250000 Penalty: 897.899841
	Iteration 9Q: 3 clusters Score -1535189 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1535363.375000 Penalty: 897.899841
	Iteration 10Q: 3 clusters Score -1535363 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1535490.625000 Penalty: 897.899841
	Iteration 11Q: 3 clusters Score -1535491 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1535593.625000 Penalty: 897.899841
	Iteration 12Q: 3 clusters Score -1535594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1535668.250000 Penalty: 897.899841
	Iteration 13Q: 3 clusters Score -1535668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1535720.625000 Penalty: 897.899841
	Iteration 14Q: 3 clusters Score -1535721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1535739.000000 Penalty: 897.899841
	Iteration 15Q: 3 clusters Score -1535739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1535755.375000 Penalty: 897.899841
	Iteration 16Q: 3 clusters Score -1535755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1535772.750000 Penalty: 897.899841
	Iteration 17Q: 3 clusters Score -1535773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1535792.125000 Penalty: 897.899841
	Iteration 18Q: 3 clusters Score -1535792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1535803.000000 Penalty: 897.899841
	Iteration 19Q: 3 clusters Score -1535803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1535810.375000 Penalty: 897.899841
	Iteration 20F: 3 clusters Score -1535810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1535813.625000 Penalty: 897.899841
	Iteration 21Q: 3 clusters Score -1535814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1535814.250000 Penalty: 897.899841
	Iteration 22Q: 3 clusters Score -1535814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1535816.000000 Penalty: 897.899841
	Iteration 23Q: 3 clusters Score -1535816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1535817.250000 Penalty: 897.899841
	Iteration 24Q: 3 clusters Score -1535817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1535817.250000 Penalty: 897.899841
	Iteration 25Q: 3 clusters Score -1535817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1535818.625000 Penalty: 897.899841
	Iteration 26Q: 3 clusters Score -1535819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1535818.875000 Penalty: 897.899841
	Iteration 27Q: 3 clusters Score -1535819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1535819.125000 Penalty: 897.899841
	Iteration 28Q: 3 clusters Score -1535819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1535819.125000 Penalty: 897.899841
	Iteration 29F: 3 clusters Score -1535819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13660.581055 Penalty: 262.316193
	Iteration 0F: 2 clusters Score -13660.58 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 150 members 
Entering Unmasked Estep 
Score: -13305.982422 Penalty: 524.632385
	Iteration 0F: 3 clusters Score -13305.98 nChanged 109
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: -13508.513672 Penalty: 524.632385
	Iteration 1F: 3 clusters Score -13508.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13577.414062 Penalty: 524.632385
	Iteration 2F: 3 clusters Score -13577.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13607.049805 Penalty: 524.632385
	Iteration 3Q: 3 clusters Score -13607.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13636.348633 Penalty: 524.632385
	Iteration 4Q: 3 clusters Score -13636.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13647.693359 Penalty: 524.632385
	Iteration 5Q: 3 clusters Score -13647.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13657.895508 Penalty: 524.632385
	Iteration 6Q: 3 clusters Score -13657.9 nChanged 9
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: -13665.388672 Penalty: 524.632385
	Iteration 7Q: 3 clusters Score -13665.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13671.823242 Penalty: 524.632385
	Iteration 8Q: 3 clusters Score -13671.82 nChanged 6
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: -13676.085938 Penalty: 524.632385
	Iteration 9Q: 3 clusters Score -13676.09 nChanged 2
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: -13678.512695 Penalty: 524.632385
	Iteration 10Q: 3 clusters Score -13678.51 nChanged 4
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: -13682.467773 Penalty: 524.632385
	Iteration 11Q: 3 clusters Score -13682.47 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: -13683.876953 Penalty: 524.632385
	Iteration 12Q: 3 clusters Score -13683.88 nChanged 1
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: -13685.476562 Penalty: 524.632385
	Iteration 13Q: 3 clusters Score -13685.48 nChanged 1
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: -13685.830078 Penalty: 524.632385
	Iteration 14Q: 3 clusters Score -13685.83 nChanged 0
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: -13685.830078 Penalty: 524.632385
	Iteration 15F: 3 clusters Score -13685.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 163 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 27065 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 47860 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 156 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Entering Unmasked Estep 
Score: -42141084.000000 Penalty: 36718.121094
Splitting cluster 6 changes total score from -42141700.000000 to -42141084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -498275.343750 Penalty: 398.657654
	Iteration 0F: 2 clusters Score -498275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -493988.812500 Penalty: 797.315308
	Iteration 0F: 3 clusters Score -493988.8 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -495471.781250 Penalty: 797.315308
	Iteration 1F: 3 clusters Score -495471.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -495546.218750 Penalty: 797.315308
	Iteration 2Q: 3 clusters Score -495546.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -495627.562500 Penalty: 797.315308
	Iteration 3Q: 3 clusters Score -495627.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -495725.156250 Penalty: 797.315308
	Iteration 4Q: 3 clusters Score -495725.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -495855.875000 Penalty: 797.315308
	Iteration 5Q: 3 clusters Score -495855.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -496028.312500 Penalty: 797.315308
	Iteration 6F: 3 clusters Score -496028.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -496235.906250 Penalty: 797.315308
	Iteration 7F: 3 clusters Score -496235.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -496536.562500 Penalty: 797.315308
	Iteration 8F: 3 clusters Score -496536.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -496836.531250 Penalty: 797.315308
	Iteration 9F: 3 clusters Score -496836.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -497020.531250 Penalty: 797.315308
	Iteration 10F: 3 clusters Score -497020.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -497120.125000 Penalty: 797.315308
	Iteration 11Q: 3 clusters Score -497120.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -497172.500000 Penalty: 797.315308
	Iteration 12Q: 3 clusters Score -497172.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -497212.562500 Penalty: 797.315308
	Iteration 13Q: 3 clusters Score -497212.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -497247.062500 Penalty: 797.315308
	Iteration 14Q: 3 clusters Score -497247.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -497283.343750 Penalty: 797.315308
	Iteration 15Q: 3 clusters Score -497283.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -497331.250000 Penalty: 797.315308
	Iteration 16Q: 3 clusters Score -497331.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -497376.750000 Penalty: 797.315308
	Iteration 17Q: 3 clusters Score -497376.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -497414.062500 Penalty: 797.315308
	Iteration 18Q: 3 clusters Score -497414.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -497446.968750 Penalty: 797.315308
	Iteration 19Q: 3 clusters Score -497447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -497491.156250 Penalty: 797.315308
	Iteration 20F: 3 clusters Score -497491.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -497545.781250 Penalty: 797.315308
	Iteration 21Q: 3 clusters Score -497545.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -497596.593750 Penalty: 797.315308
	Iteration 22Q: 3 clusters Score -497596.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -497630.937500 Penalty: 797.315308
	Iteration 23Q: 3 clusters Score -497630.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -497648.906250 Penalty: 797.315308
	Iteration 24Q: 3 clusters Score -497648.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -497666.250000 Penalty: 797.315308
	Iteration 25Q: 3 clusters Score -497666.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -497684.906250 Penalty: 797.315308
	Iteration 26Q: 3 clusters Score -497684.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -497703.156250 Penalty: 797.315308
	Iteration 27Q: 3 clusters Score -497703.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -497722.812500 Penalty: 797.315308
	Iteration 28Q: 3 clusters Score -497722.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -497739.000000 Penalty: 797.315308
	Iteration 29Q: 3 clusters Score -497739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -497757.062500 Penalty: 797.315308
	Iteration 30Q: 3 clusters Score -497757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -497772.812500 Penalty: 797.315308
	Iteration 31Q: 3 clusters Score -497772.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -497784.843750 Penalty: 797.315308
	Iteration 32Q: 3 clusters Score -497784.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -497799.656250 Penalty: 797.315308
	Iteration 33Q: 3 clusters Score -497799.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -497818.468750 Penalty: 797.315308
	Iteration 34Q: 3 clusters Score -497818.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -497837.343750 Penalty: 797.315308
	Iteration 35Q: 3 clusters Score -497837.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -497850.187500 Penalty: 797.315308
	Iteration 36Q: 3 clusters Score -497850.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -497859.843750 Penalty: 797.315308
	Iteration 37Q: 3 clusters Score -497859.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -497865.437500 Penalty: 797.315308
	Iteration 38Q: 3 clusters Score -497865.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -497872.593750 Penalty: 797.315308
	Iteration 39Q: 3 clusters Score -497872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -497880.218750 Penalty: 797.315308
	Iteration 40F: 3 clusters Score -497880.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -497886.906250 Penalty: 797.315308
	Iteration 41Q: 3 clusters Score -497886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -497896.875000 Penalty: 797.315308
	Iteration 42Q: 3 clusters Score -497896.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -497908.468750 Penalty: 797.315308
	Iteration 43Q: 3 clusters Score -497908.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -497919.500000 Penalty: 797.315308
	Iteration 44Q: 3 clusters Score -497919.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -497927.531250 Penalty: 797.315308
	Iteration 45Q: 3 clusters Score -497927.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -497934.531250 Penalty: 797.315308
	Iteration 46Q: 3 clusters Score -497934.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -497938.906250 Penalty: 797.315308
	Iteration 47Q: 3 clusters Score -497938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -497945.343750 Penalty: 797.315308
	Iteration 48Q: 3 clusters Score -497945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -497950.812500 Penalty: 797.315308
	Iteration 49Q: 3 clusters Score -497950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -497957.593750 Penalty: 797.315308
	Iteration 50Q: 3 clusters Score -497957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -497961.718750 Penalty: 797.315308
	Iteration 51Q: 3 clusters Score -497961.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -497965.375000 Penalty: 797.315308
	Iteration 52Q: 3 clusters Score -497965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -497969.937500 Penalty: 797.315308
	Iteration 53Q: 3 clusters Score -497969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -497973.531250 Penalty: 797.315308
	Iteration 54Q: 3 clusters Score -497973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -497979.250000 Penalty: 797.315308
	Iteration 55Q: 3 clusters Score -497979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -497982.593750 Penalty: 797.315308
	Iteration 56Q: 3 clusters Score -497982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -497983.718750 Penalty: 797.315308
	Iteration 57Q: 3 clusters Score -497983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -497985.062500 Penalty: 797.315308
	Iteration 58Q: 3 clusters Score -497985.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -497987.343750 Penalty: 797.315308
	Iteration 59Q: 3 clusters Score -497987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -497990.187500 Penalty: 797.315308
	Iteration 60F: 3 clusters Score -497990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -497991.875000 Penalty: 797.315308
	Iteration 61Q: 3 clusters Score -497991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -497993.656250 Penalty: 797.315308
	Iteration 62Q: 3 clusters Score -497993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -497996.218750 Penalty: 797.315308
	Iteration 63Q: 3 clusters Score -497996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -497997.031250 Penalty: 797.315308
	Iteration 64Q: 3 clusters Score -497997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -497997.843750 Penalty: 797.315308
	Iteration 65Q: 3 clusters Score -497997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -497999.687500 Penalty: 797.315308
	Iteration 66Q: 3 clusters Score -497999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -498000.406250 Penalty: 797.315308
	Iteration 67Q: 3 clusters Score -498000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -498001.812500 Penalty: 797.315308
	Iteration 68Q: 3 clusters Score -498001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -498002.281250 Penalty: 797.315308
	Iteration 69Q: 3 clusters Score -498002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -498002.281250 Penalty: 797.315308
	Iteration 70F: 3 clusters Score -498002.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -24414.783203 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -24414.78 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 199 members 
Entering Unmasked Estep 
Score: -24009.994141 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -24009.99 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24121.773438 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -24121.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24147.623047 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -24147.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24160.839844 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -24160.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24163.527344 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -24163.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24163.798828 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -24163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24163.798828 Penalty: 542.216614
	Iteration 6F: 3 clusters Score -24163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Entering Unmasked Estep 
Score: -246053.171875 Penalty: 368.777740
	Iteration 0F: 2 clusters Score -246053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -243793.609375 Penalty: 737.555481
	Iteration 0F: 3 clusters Score -243793.6 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -244694.718750 Penalty: 737.555481
	Iteration 1F: 3 clusters Score -244694.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -244844.093750 Penalty: 737.555481
	Iteration 2F: 3 clusters Score -244844.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -244963.843750 Penalty: 737.555481
	Iteration 3F: 3 clusters Score -244963.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -245079.156250 Penalty: 737.555481
	Iteration 4F: 3 clusters Score -245079.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -245177.296875 Penalty: 737.555481
	Iteration 5Q: 3 clusters Score -245177.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -245276.671875 Penalty: 737.555481
	Iteration 6Q: 3 clusters Score -245276.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -245393.812500 Penalty: 737.555481
	Iteration 7Q: 3 clusters Score -245393.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -245479.906250 Penalty: 737.555481
	Iteration 8Q: 3 clusters Score -245479.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -245542.343750 Penalty: 737.555481
	Iteration 9Q: 3 clusters Score -245542.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -245582.328125 Penalty: 737.555481
	Iteration 10Q: 3 clusters Score -245582.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -245618.375000 Penalty: 737.555481
	Iteration 11Q: 3 clusters Score -245618.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -245648.250000 Penalty: 737.555481
	Iteration 12Q: 3 clusters Score -245648.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -245674.843750 Penalty: 737.555481
	Iteration 13Q: 3 clusters Score -245674.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -245690.484375 Penalty: 737.555481
	Iteration 14Q: 3 clusters Score -245690.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -245705.687500 Penalty: 737.555481
	Iteration 15Q: 3 clusters Score -245705.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -245716.593750 Penalty: 737.555481
	Iteration 16Q: 3 clusters Score -245716.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -245722.750000 Penalty: 737.555481
	Iteration 17Q: 3 clusters Score -245722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -245731.906250 Penalty: 737.555481
	Iteration 18Q: 3 clusters Score -245731.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -245744.906250 Penalty: 737.555481
	Iteration 19Q: 3 clusters Score -245744.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -245757.765625 Penalty: 737.555481
	Iteration 20F: 3 clusters Score -245757.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -245766.281250 Penalty: 737.555481
	Iteration 21Q: 3 clusters Score -245766.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -245770.109375 Penalty: 737.555481
	Iteration 22Q: 3 clusters Score -245770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -245778.375000 Penalty: 737.555481
	Iteration 23Q: 3 clusters Score -245778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -245782.937500 Penalty: 737.555481
	Iteration 24Q: 3 clusters Score -245782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -245786.406250 Penalty: 737.555481
	Iteration 25Q: 3 clusters Score -245786.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -245788.109375 Penalty: 737.555481
	Iteration 26Q: 3 clusters Score -245788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -245788.515625 Penalty: 737.555481
	Iteration 27Q: 3 clusters Score -245788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -245789.218750 Penalty: 737.555481
	Iteration 28Q: 3 clusters Score -245789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -245789.609375 Penalty: 737.555481
	Iteration 29Q: 3 clusters Score -245789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -245790.609375 Penalty: 737.555481
	Iteration 30Q: 3 clusters Score -245790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -245790.984375 Penalty: 737.555481
	Iteration 31Q: 3 clusters Score -245791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -245791.843750 Penalty: 737.555481
	Iteration 32Q: 3 clusters Score -245791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -245794.421875 Penalty: 737.555481
	Iteration 33Q: 3 clusters Score -245794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -245797.500000 Penalty: 737.555481
	Iteration 34Q: 3 clusters Score -245797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -245799.750000 Penalty: 737.555481
	Iteration 35Q: 3 clusters Score -245799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -245801.359375 Penalty: 737.555481
	Iteration 36Q: 3 clusters Score -245801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -245801.671875 Penalty: 737.555481
	Iteration 37Q: 3 clusters Score -245801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -245802.187500 Penalty: 737.555481
	Iteration 38Q: 3 clusters Score -245802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -245803.843750 Penalty: 737.555481
	Iteration 39Q: 3 clusters Score -245803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -245804.000000 Penalty: 737.555481
	Iteration 40F: 3 clusters Score -245804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -245804.390625 Penalty: 737.555481
	Iteration 41Q: 3 clusters Score -245804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -245804.390625 Penalty: 737.555481
	Iteration 42F: 3 clusters Score -245804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -165821.578125 Penalty: 351.782898
	Iteration 0F: 2 clusters Score -165821.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -164204.671875 Penalty: 703.565796
	Iteration 0F: 3 clusters Score -164204.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -164758.750000 Penalty: 703.565796
	Iteration 1F: 3 clusters Score -164758.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -164839.437500 Penalty: 703.565796
	Iteration 2F: 3 clusters Score -164839.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -164888.156250 Penalty: 703.565796
	Iteration 3F: 3 clusters Score -164888.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -164925.484375 Penalty: 703.565796
	Iteration 4Q: 3 clusters Score -164925.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -164965.593750 Penalty: 703.565796
	Iteration 5Q: 3 clusters Score -164965.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164992.015625 Penalty: 703.565796
	Iteration 6Q: 3 clusters Score -164992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165016.046875 Penalty: 703.565796
	Iteration 7Q: 3 clusters Score -165016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165049.625000 Penalty: 703.565796
	Iteration 8Q: 3 clusters Score -165049.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -165091.625000 Penalty: 703.565796
	Iteration 9Q: 3 clusters Score -165091.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -165144.453125 Penalty: 703.565796
	Iteration 10Q: 3 clusters Score -165144.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -165201.250000 Penalty: 703.565796
	Iteration 11Q: 3 clusters Score -165201.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -165257.218750 Penalty: 703.565796
	Iteration 12Q: 3 clusters Score -165257.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -165309.859375 Penalty: 703.565796
	Iteration 13Q: 3 clusters Score -165309.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -165354.843750 Penalty: 703.565796
	Iteration 14Q: 3 clusters Score -165354.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -165396.390625 Penalty: 703.565796
	Iteration 15Q: 3 clusters Score -165396.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -165417.500000 Penalty: 703.565796
	Iteration 16Q: 3 clusters Score -165417.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -165435.937500 Penalty: 703.565796
	Iteration 17Q: 3 clusters Score -165435.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -165450.875000 Penalty: 703.565796
	Iteration 18Q: 3 clusters Score -165450.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -165462.453125 Penalty: 703.565796
	Iteration 19Q: 3 clusters Score -165462.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -165482.046875 Penalty: 703.565796
	Iteration 20F: 3 clusters Score -165482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -165493.687500 Penalty: 703.565796
	Iteration 21Q: 3 clusters Score -165493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -165505.015625 Penalty: 703.565796
	Iteration 22Q: 3 clusters Score -165505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -165513.031250 Penalty: 703.565796
	Iteration 23Q: 3 clusters Score -165513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -165517.203125 Penalty: 703.565796
	Iteration 24Q: 3 clusters Score -165517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -165524.390625 Penalty: 703.565796
	Iteration 25Q: 3 clusters Score -165524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -165529.421875 Penalty: 703.565796
	Iteration 26Q: 3 clusters Score -165529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -165531.750000 Penalty: 703.565796
	Iteration 27Q: 3 clusters Score -165531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -165535.718750 Penalty: 703.565796
	Iteration 28Q: 3 clusters Score -165535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -165541.953125 Penalty: 703.565796
	Iteration 29Q: 3 clusters Score -165542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -165546.734375 Penalty: 703.565796
	Iteration 30Q: 3 clusters Score -165546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -165552.640625 Penalty: 703.565796
	Iteration 31Q: 3 clusters Score -165552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -165555.984375 Penalty: 703.565796
	Iteration 32Q: 3 clusters Score -165556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -165556.109375 Penalty: 703.565796
	Iteration 33Q: 3 clusters Score -165556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -165556.109375 Penalty: 703.565796
	Iteration 34F: 3 clusters Score -165556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -66766.914062 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -66766.91 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 416 members 
Entering Unmasked Estep 
Score: -66043.898438 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -66043.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66222.250000 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -66222.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66265.890625 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -66265.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66293.796875 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -66293.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -66322.093750 Penalty: 611.210144
	Iteration 4F: 3 clusters Score -66322.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66335.132812 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -66335.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66343.718750 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -66343.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66347.414062 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -66347.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66351.546875 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -66351.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -66355.843750 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -66355.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66358.562500 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -66358.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66360.382812 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -66360.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66361.484375 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -66361.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66361.898438 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -66361.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66363.125000 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -66363.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66363.726562 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -66363.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66365.007812 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -66365.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66365.851562 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -66365.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66366.335938 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -66366.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -66366.703125 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -66366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66367.000000 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -66367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66367.242188 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -66367.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66367.242188 Penalty: 611.210144
	Iteration 22F: 3 clusters Score -66367.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 131 members 
Entering Unmasked Estep 
Score: -16233.315430 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16233.32 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16310.277344 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16310.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16329.679688 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16329.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16351.267578 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -16351.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16368.578125 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16368.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16388.496094 Penalty: 500.985168
	Iteration 5F: 3 clusters Score -16388.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16400.578125 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16400.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16405.609375 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16405.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16408.376953 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16408.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16408.376953 Penalty: 500.985168
	Iteration 9F: 3 clusters Score -16408.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Entering Unmasked Estep 
Score: -4112762.000000 Penalty: 495.641235
	Iteration 0F: 2 clusters Score -4112762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -4080849.750000 Penalty: 991.282471
	Iteration 0F: 3 clusters Score -4080850 nChanged 26254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4097929.250000 Penalty: 991.282471
	Iteration 1F: 3 clusters Score -4097929 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4099644.750000 Penalty: 991.282471
	Iteration 2F: 3 clusters Score -4099645 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4101503.750000 Penalty: 991.282471
	Iteration 3F: 3 clusters Score -4101504 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4103430.250000 Penalty: 991.282471
	Iteration 4F: 3 clusters Score -4103430 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4104954.500000 Penalty: 991.282471
	Iteration 5F: 3 clusters Score -4104954 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4106010.000000 Penalty: 991.282471
	Iteration 6Q: 3 clusters Score -4106010 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4106638.750000 Penalty: 991.282471
	Iteration 7Q: 3 clusters Score -4106639 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4106905.500000 Penalty: 991.282471
	Iteration 8Q: 3 clusters Score -4106906 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -4106971.000000 Penalty: 991.282471
	Iteration 9Q: 3 clusters Score -4106971 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4107011.500000 Penalty: 991.282471
	Iteration 10Q: 3 clusters Score -4107012 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4107038.750000 Penalty: 991.282471
	Iteration 11Q: 3 clusters Score -4107039 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4107042.500000 Penalty: 991.282471
	Iteration 12Q: 3 clusters Score -4107042 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4107088.000000 Penalty: 991.282471
	Iteration 13Q: 3 clusters Score -4107088 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4107105.750000 Penalty: 991.282471
	Iteration 14Q: 3 clusters Score -4107106 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4107195.500000 Penalty: 991.282471
	Iteration 15Q: 3 clusters Score -4107196 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -4107250.000000 Penalty: 991.282471
	Iteration 16Q: 3 clusters Score -4107250 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4107375.250000 Penalty: 991.282471
	Iteration 17Q: 3 clusters Score -4107375 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4107514.500000 Penalty: 991.282471
	Iteration 18Q: 3 clusters Score -4107514 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4107677.000000 Penalty: 991.282471
	Iteration 19Q: 3 clusters Score -4107677 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4107897.500000 Penalty: 991.282471
	Iteration 20F: 3 clusters Score -4107898 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4108166.250000 Penalty: 991.282471
	Iteration 21Q: 3 clusters Score -4108166 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4108447.000000 Penalty: 991.282471
	Iteration 22Q: 3 clusters Score -4108447 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4108774.250000 Penalty: 991.282471
	Iteration 23Q: 3 clusters Score -4108774 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -4109073.750000 Penalty: 991.282471
	Iteration 24Q: 3 clusters Score -4109074 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4109364.750000 Penalty: 991.282471
	Iteration 25Q: 3 clusters Score -4109365 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4109592.750000 Penalty: 991.282471
	Iteration 26Q: 3 clusters Score -4109593 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -4109995.250000 Penalty: 991.282471
	Iteration 27Q: 3 clusters Score -4109995 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -4110282.000000 Penalty: 991.282471
	Iteration 28Q: 3 clusters Score -4110282 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -4110729.000000 Penalty: 991.282471
	Iteration 29Q: 3 clusters Score -4110729 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -4111200.500000 Penalty: 991.282471
	Iteration 30Q: 3 clusters Score -4111200 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -4111522.250000 Penalty: 991.282471
	Iteration 31Q: 3 clusters Score -4111522 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -4111693.000000 Penalty: 991.282471
	Iteration 32Q: 3 clusters Score -4111693 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -4111939.750000 Penalty: 991.282471
	Iteration 33Q: 3 clusters Score -4111940 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -4111994.500000 Penalty: 991.282471
	Iteration 34Q: 3 clusters Score -4111994 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -4112041.500000 Penalty: 991.282471
	Iteration 35Q: 3 clusters Score -4112042 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -4112136.750000 Penalty: 991.282471
	Iteration 36Q: 3 clusters Score -4112137 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -4112185.750000 Penalty: 991.282471
	Iteration 37Q: 3 clusters Score -4112186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -4112228.000000 Penalty: 991.282471
	Iteration 38Q: 3 clusters Score -4112228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -4112253.000000 Penalty: 991.282471
	Iteration 39Q: 3 clusters Score -4112253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -4112411.250000 Penalty: 991.282471
	Iteration 40F: 3 clusters Score -4112411 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -4112385.000000 Penalty: 991.282471
	Iteration 41Q: 3 clusters Score -4112385 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -4112385.750000 Penalty: 991.282471
	Iteration 42Q: 3 clusters Score -4112386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -4112380.750000 Penalty: 991.282471
	Iteration 43Q: 3 clusters Score -4112381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -4112390.250000 Penalty: 991.282471
	Iteration 44Q: 3 clusters Score -4112390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -4112382.000000 Penalty: 991.282471
	Iteration 45Q: 3 clusters Score -4112382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -4112381.250000 Penalty: 991.282471
	Iteration 46Q: 3 clusters Score -4112381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -4112377.750000 Penalty: 991.282471
	Iteration 47Q: 3 clusters Score -4112378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -4112375.250000 Penalty: 991.282471
	Iteration 48Q: 3 clusters Score -4112375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -4112375.250000 Penalty: 991.282471
	Iteration 49F: 3 clusters Score -4112375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Entering Unmasked Estep 
Score: -2269518.500000 Penalty: 466.203247
	Iteration 0F: 2 clusters Score -2269518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2251485.000000 Penalty: 932.406494
	Iteration 0F: 3 clusters Score -2251485 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2259483.500000 Penalty: 932.406494
	Iteration 1F: 3 clusters Score -2259484 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2259849.500000 Penalty: 932.406494
	Iteration 2Q: 3 clusters Score -2259850 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2260427.500000 Penalty: 932.406494
	Iteration 3Q: 3 clusters Score -2260428 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2261332.000000 Penalty: 932.406494
	Iteration 4F: 3 clusters Score -2261332 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2262729.000000 Penalty: 932.406494
	Iteration 5F: 3 clusters Score -2262729 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2264651.250000 Penalty: 932.406494
	Iteration 6F: 3 clusters Score -2264651 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2266404.000000 Penalty: 932.406494
	Iteration 7F: 3 clusters Score -2266404 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2267653.250000 Penalty: 932.406494
	Iteration 8F: 3 clusters Score -2267653 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -2268380.250000 Penalty: 932.406494
	Iteration 9Q: 3 clusters Score -2268380 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -2268742.250000 Penalty: 932.406494
	Iteration 10Q: 3 clusters Score -2268742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2268951.250000 Penalty: 932.406494
	Iteration 11Q: 3 clusters Score -2268951 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -2269020.250000 Penalty: 932.406494
	Iteration 12Q: 3 clusters Score -2269020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2269054.750000 Penalty: 932.406494
	Iteration 13Q: 3 clusters Score -2269055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -2269078.500000 Penalty: 932.406494
	Iteration 14Q: 3 clusters Score -2269078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -2269093.000000 Penalty: 932.406494
	Iteration 15Q: 3 clusters Score -2269093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2269104.000000 Penalty: 932.406494
	Iteration 16Q: 3 clusters Score -2269104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2269111.500000 Penalty: 932.406494
	Iteration 17Q: 3 clusters Score -2269112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -2269116.000000 Penalty: 932.406494
	Iteration 18Q: 3 clusters Score -2269116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -2269120.000000 Penalty: 932.406494
	Iteration 19Q: 3 clusters Score -2269120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -2269120.000000 Penalty: 932.406494
	Iteration 20F: 3 clusters Score -2269120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -60569.335938 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -60569.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59863.089844 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -59863.09 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60093.539062 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -60093.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60152.195312 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -60152.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -60189.734375 Penalty: 613.064026
	Iteration 3F: 3 clusters Score -60189.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60215.546875 Penalty: 613.064026
	Iteration 4Q: 3 clusters Score -60215.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60241.628906 Penalty: 613.064026
	Iteration 5Q: 3 clusters Score -60241.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60257.937500 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -60257.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60268.285156 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -60268.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -60274.664062 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -60274.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -60279.558594 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -60279.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -60282.773438 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -60282.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -60286.464844 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -60286.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -60287.996094 Penalty: 613.064026
	Iteration 12Q: 3 clusters Score -60288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -60287.996094 Penalty: 613.064026
	Iteration 13F: 3 clusters Score -60288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -17470.152344 Penalty: 283.932556
	Iteration 0F: 2 clusters Score -17470.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17019.425781 Penalty: 567.865112
	Iteration 0F: 3 clusters Score -17019.43 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17217.851562 Penalty: 567.865112
	Iteration 1F: 3 clusters Score -17217.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -17284.712891 Penalty: 567.865112
	Iteration 2F: 3 clusters Score -17284.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17342.134766 Penalty: 567.865112
	Iteration 3F: 3 clusters Score -17342.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -17375.283203 Penalty: 567.865112
	Iteration 4Q: 3 clusters Score -17375.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -17386.634766 Penalty: 567.865112
	Iteration 5Q: 3 clusters Score -17386.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -17391.244141 Penalty: 567.865112
	Iteration 6Q: 3 clusters Score -17391.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17392.341797 Penalty: 567.865112
	Iteration 7Q: 3 clusters Score -17392.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17392.521484 Penalty: 567.865112
	Iteration 8Q: 3 clusters Score -17392.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -17392.521484 Penalty: 567.865112
	Iteration 9F: 3 clusters Score -17392.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -30864.744141 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -30864.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30408.421875 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -30408.42 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30576.031250 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -30576.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30640.042969 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -30640.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30674.726562 Penalty: 558.336426
	Iteration 3F: 3 clusters Score -30674.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30691.572266 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -30691.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30698.902344 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -30698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30705.246094 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -30705.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30717.201172 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -30717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30735.496094 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -30735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30752.201172 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -30752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30761.439453 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -30761.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30765.017578 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -30765.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30776.767578 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -30776.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30780.992188 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -30780.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30780.992188 Penalty: 558.336426
	Iteration 14F: 3 clusters Score -30780.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Entering Unmasked Estep 
Score: -73975.507812 Penalty: 318.307373
	Iteration 0F: 2 clusters Score -73975.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -73112.671875 Penalty: 636.614746
	Iteration 0F: 3 clusters Score -73112.67 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73491.585938 Penalty: 636.614746
	Iteration 1F: 3 clusters Score -73491.59 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73612.406250 Penalty: 636.614746
	Iteration 2F: 3 clusters Score -73612.41 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73673.062500 Penalty: 636.614746
	Iteration 3F: 3 clusters Score -73673.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73701.382812 Penalty: 636.614746
	Iteration 4Q: 3 clusters Score -73701.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73718.343750 Penalty: 636.614746
	Iteration 5Q: 3 clusters Score -73718.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73731.820312 Penalty: 636.614746
	Iteration 6Q: 3 clusters Score -73731.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73740.515625 Penalty: 636.614746
	Iteration 7Q: 3 clusters Score -73740.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -73747.218750 Penalty: 636.614746
	Iteration 8Q: 3 clusters Score -73747.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -73755.625000 Penalty: 636.614746
	Iteration 9Q: 3 clusters Score -73755.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73770.570312 Penalty: 636.614746
	Iteration 10Q: 3 clusters Score -73770.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73783.882812 Penalty: 636.614746
	Iteration 11Q: 3 clusters Score -73783.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73791.656250 Penalty: 636.614746
	Iteration 12Q: 3 clusters Score -73791.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73794.523438 Penalty: 636.614746
	Iteration 13Q: 3 clusters Score -73794.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73799.304688 Penalty: 636.614746
	Iteration 14Q: 3 clusters Score -73799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -73802.906250 Penalty: 636.614746
	Iteration 15Q: 3 clusters Score -73802.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -73807.578125 Penalty: 636.614746
	Iteration 16Q: 3 clusters Score -73807.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -73809.906250 Penalty: 636.614746
	Iteration 17Q: 3 clusters Score -73809.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -73812.164062 Penalty: 636.614746
	Iteration 18Q: 3 clusters Score -73812.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -73816.171875 Penalty: 636.614746
	Iteration 19Q: 3 clusters Score -73816.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -73817.703125 Penalty: 636.614746
	Iteration 20F: 3 clusters Score -73817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -73819.335938 Penalty: 636.614746
	Iteration 21Q: 3 clusters Score -73819.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -73820.242188 Penalty: 636.614746
	Iteration 22Q: 3 clusters Score -73820.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -73821.789062 Penalty: 636.614746
	Iteration 23Q: 3 clusters Score -73821.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -73826.929688 Penalty: 636.614746
	Iteration 24Q: 3 clusters Score -73826.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -73831.867188 Penalty: 636.614746
	Iteration 25Q: 3 clusters Score -73831.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -73835.093750 Penalty: 636.614746
	Iteration 26Q: 3 clusters Score -73835.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -73838.718750 Penalty: 636.614746
	Iteration 27Q: 3 clusters Score -73838.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -73840.500000 Penalty: 636.614746
	Iteration 28Q: 3 clusters Score -73840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -73841.304688 Penalty: 636.614746
	Iteration 29Q: 3 clusters Score -73841.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -73844.078125 Penalty: 636.614746
	Iteration 30Q: 3 clusters Score -73844.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -73849.921875 Penalty: 636.614746
	Iteration 31Q: 3 clusters Score -73849.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -73855.765625 Penalty: 636.614746
	Iteration 32Q: 3 clusters Score -73855.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -73857.164062 Penalty: 636.614746
	Iteration 33Q: 3 clusters Score -73857.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -73859.132812 Penalty: 636.614746
	Iteration 34Q: 3 clusters Score -73859.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -73859.132812 Penalty: 636.614746
	Iteration 35F: 3 clusters Score -73859.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Entering Unmasked Estep 
Score: -2024371.625000 Penalty: 464.372833
	Iteration 0F: 2 clusters Score -2024372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2006346.750000 Penalty: 928.745667
	Iteration 0F: 3 clusters Score -2006347 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2014969.750000 Penalty: 928.745667
	Iteration 1F: 3 clusters Score -2014970 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2016123.875000 Penalty: 928.745667
	Iteration 2F: 3 clusters Score -2016124 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2017520.250000 Penalty: 928.745667
	Iteration 3F: 3 clusters Score -2017520 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2018697.625000 Penalty: 928.745667
	Iteration 4F: 3 clusters Score -2018698 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2019526.750000 Penalty: 928.745667
	Iteration 5F: 3 clusters Score -2019527 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2020091.000000 Penalty: 928.745667
	Iteration 6Q: 3 clusters Score -2020091 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2020447.000000 Penalty: 928.745667
	Iteration 7Q: 3 clusters Score -2020447 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2020717.375000 Penalty: 928.745667
	Iteration 8Q: 3 clusters Score -2020717 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2020961.000000 Penalty: 928.745667
	Iteration 9Q: 3 clusters Score -2020961 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2021223.000000 Penalty: 928.745667
	Iteration 10Q: 3 clusters Score -2021223 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2021480.875000 Penalty: 928.745667
	Iteration 11Q: 3 clusters Score -2021481 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2021681.875000 Penalty: 928.745667
	Iteration 12Q: 3 clusters Score -2021682 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2021793.875000 Penalty: 928.745667
	Iteration 13Q: 3 clusters Score -2021794 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2021892.250000 Penalty: 928.745667
	Iteration 14Q: 3 clusters Score -2021892 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2021954.750000 Penalty: 928.745667
	Iteration 15Q: 3 clusters Score -2021955 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2022000.375000 Penalty: 928.745667
	Iteration 16Q: 3 clusters Score -2022000 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2022030.125000 Penalty: 928.745667
	Iteration 17Q: 3 clusters Score -2022030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2022053.000000 Penalty: 928.745667
	Iteration 18Q: 3 clusters Score -2022053 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2022075.750000 Penalty: 928.745667
	Iteration 19Q: 3 clusters Score -2022076 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2022093.250000 Penalty: 928.745667
	Iteration 20F: 3 clusters Score -2022093 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2022117.000000 Penalty: 928.745667
	Iteration 21Q: 3 clusters Score -2022117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2022138.875000 Penalty: 928.745667
	Iteration 22Q: 3 clusters Score -2022139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2022157.125000 Penalty: 928.745667
	Iteration 23Q: 3 clusters Score -2022157 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2022185.000000 Penalty: 928.745667
	Iteration 24Q: 3 clusters Score -2022185 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2022208.125000 Penalty: 928.745667
	Iteration 25Q: 3 clusters Score -2022208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2022236.125000 Penalty: 928.745667
	Iteration 26Q: 3 clusters Score -2022236 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2022272.875000 Penalty: 928.745667
	Iteration 27Q: 3 clusters Score -2022273 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2022329.750000 Penalty: 928.745667
	Iteration 28Q: 3 clusters Score -2022330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2022440.375000 Penalty: 928.745667
	Iteration 29Q: 3 clusters Score -2022440 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2022564.500000 Penalty: 928.745667
	Iteration 30Q: 3 clusters Score -2022564 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2022697.375000 Penalty: 928.745667
	Iteration 31Q: 3 clusters Score -2022697 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2022840.250000 Penalty: 928.745667
	Iteration 32Q: 3 clusters Score -2022840 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2022934.125000 Penalty: 928.745667
	Iteration 33Q: 3 clusters Score -2022934 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2023017.500000 Penalty: 928.745667
	Iteration 34Q: 3 clusters Score -2023018 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2023072.375000 Penalty: 928.745667
	Iteration 35Q: 3 clusters Score -2023072 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2023103.625000 Penalty: 928.745667
	Iteration 36Q: 3 clusters Score -2023104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2023125.000000 Penalty: 928.745667
	Iteration 37Q: 3 clusters Score -2023125 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2023143.375000 Penalty: 928.745667
	Iteration 38Q: 3 clusters Score -2023143 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2023152.375000 Penalty: 928.745667
	Iteration 39Q: 3 clusters Score -2023152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2023177.375000 Penalty: 928.745667
	Iteration 40F: 3 clusters Score -2023177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2023196.000000 Penalty: 928.745667
	Iteration 41Q: 3 clusters Score -2023196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2023211.750000 Penalty: 928.745667
	Iteration 42Q: 3 clusters Score -2023212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2023220.500000 Penalty: 928.745667
	Iteration 43Q: 3 clusters Score -2023220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2023231.125000 Penalty: 928.745667
	Iteration 44Q: 3 clusters Score -2023231 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2023236.500000 Penalty: 928.745667
	Iteration 45Q: 3 clusters Score -2023236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2023243.625000 Penalty: 928.745667
	Iteration 46Q: 3 clusters Score -2023244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2023243.125000 Penalty: 928.745667
	Iteration 47Q: 3 clusters Score -2023243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2023249.000000 Penalty: 928.745667
	Iteration 48Q: 3 clusters Score -2023249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2023261.375000 Penalty: 928.745667
	Iteration 49Q: 3 clusters Score -2023261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2023267.375000 Penalty: 928.745667
	Iteration 50Q: 3 clusters Score -2023267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2023272.250000 Penalty: 928.745667
	Iteration 51Q: 3 clusters Score -2023272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2023275.500000 Penalty: 928.745667
	Iteration 52Q: 3 clusters Score -2023276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2023289.625000 Penalty: 928.745667
	Iteration 53Q: 3 clusters Score -2023290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2023305.375000 Penalty: 928.745667
	Iteration 54Q: 3 clusters Score -2023305 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2023320.000000 Penalty: 928.745667
	Iteration 55Q: 3 clusters Score -2023320 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2023348.625000 Penalty: 928.745667
	Iteration 56Q: 3 clusters Score -2023349 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2023383.875000 Penalty: 928.745667
	Iteration 57Q: 3 clusters Score -2023384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2023430.625000 Penalty: 928.745667
	Iteration 58Q: 3 clusters Score -2023431 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2023499.375000 Penalty: 928.745667
	Iteration 59Q: 3 clusters Score -2023499 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2023602.625000 Penalty: 928.745667
	Iteration 60F: 3 clusters Score -2023603 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2023783.125000 Penalty: 928.745667
	Iteration 61Q: 3 clusters Score -2023783 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2023947.375000 Penalty: 928.745667
	Iteration 62Q: 3 clusters Score -2023947 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2024045.250000 Penalty: 928.745667
	Iteration 63Q: 3 clusters Score -2024045 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2024116.375000 Penalty: 928.745667
	Iteration 64Q: 3 clusters Score -2024116 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2024179.375000 Penalty: 928.745667
	Iteration 65Q: 3 clusters Score -2024179 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2024221.125000 Penalty: 928.745667
	Iteration 66Q: 3 clusters Score -2024221 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2024239.250000 Penalty: 928.745667
	Iteration 67Q: 3 clusters Score -2024239 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2024266.375000 Penalty: 928.745667
	Iteration 68Q: 3 clusters Score -2024266 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2024298.250000 Penalty: 928.745667
	Iteration 69Q: 3 clusters Score -2024298 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2024318.000000 Penalty: 928.745667
	Iteration 70Q: 3 clusters Score -2024318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2024334.000000 Penalty: 928.745667
	Iteration 71Q: 3 clusters Score -2024334 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2024355.000000 Penalty: 928.745667
	Iteration 72Q: 3 clusters Score -2024355 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2024370.125000 Penalty: 928.745667
	Iteration 73Q: 3 clusters Score -2024370 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2024392.875000 Penalty: 928.745667
	Iteration 74Q: 3 clusters Score -2024393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2024411.750000 Penalty: 928.745667
	Iteration 75Q: 3 clusters Score -2024412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2024422.125000 Penalty: 928.745667
	Iteration 76Q: 3 clusters Score -2024422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2024429.875000 Penalty: 928.745667
	Iteration 77Q: 3 clusters Score -2024430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2024438.750000 Penalty: 928.745667
	Iteration 78Q: 3 clusters Score -2024439 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2024448.250000 Penalty: 928.745667
	Iteration 79Q: 3 clusters Score -2024448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2024456.375000 Penalty: 928.745667
	Iteration 80F: 3 clusters Score -2024456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2024455.750000 Penalty: 928.745667
	Iteration 81Q: 3 clusters Score -2024456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2024475.625000 Penalty: 928.745667
	Iteration 82Q: 3 clusters Score -2024476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -2024487.125000 Penalty: 928.745667
	Iteration 83Q: 3 clusters Score -2024487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2024502.625000 Penalty: 928.745667
	Iteration 84Q: 3 clusters Score -2024503 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2024516.250000 Penalty: 928.745667
	Iteration 85Q: 3 clusters Score -2024516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2024519.125000 Penalty: 928.745667
	Iteration 86Q: 3 clusters Score -2024519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2024536.750000 Penalty: 928.745667
	Iteration 87Q: 3 clusters Score -2024537 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2024559.750000 Penalty: 928.745667
	Iteration 88Q: 3 clusters Score -2024560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2024579.250000 Penalty: 928.745667
	Iteration 89Q: 3 clusters Score -2024579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2024645.500000 Penalty: 928.745667
	Iteration 90Q: 3 clusters Score -2024646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2024746.875000 Penalty: 928.745667
	Iteration 91Q: 3 clusters Score -2024747 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2024836.750000 Penalty: 928.745667
	Iteration 92Q: 3 clusters Score -2024837 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2024892.375000 Penalty: 928.745667
	Iteration 93Q: 3 clusters Score -2024892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2024923.750000 Penalty: 928.745667
	Iteration 94Q: 3 clusters Score -2024924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2024932.000000 Penalty: 928.745667
	Iteration 95Q: 3 clusters Score -2024932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2024937.500000 Penalty: 928.745667
	Iteration 96Q: 3 clusters Score -2024938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2024947.625000 Penalty: 928.745667
	Iteration 97Q: 3 clusters Score -2024948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2024951.625000 Penalty: 928.745667
	Iteration 98Q: 3 clusters Score -2024952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -2024953.500000 Penalty: 928.745667
	Iteration 99Q: 3 clusters Score -2024954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2024951.375000 Penalty: 928.745667
	Iteration 100F: 3 clusters Score -2024951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2024953.500000 Penalty: 928.745667
	Iteration 101Q: 3 clusters Score -2024954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -2024951.625000 Penalty: 928.745667
	Iteration 102Q: 3 clusters Score -2024952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2024953.000000 Penalty: 928.745667
	Iteration 103Q: 3 clusters Score -2024953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2024952.250000 Penalty: 928.745667
	Iteration 104Q: 3 clusters Score -2024952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2024952.250000 Penalty: 928.745667
	Iteration 105F: 3 clusters Score -2024952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 47860 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Entering Unmasked Estep 
Score: -42141732.000000 Penalty: 36718.121094
Splitting cluster 19 changes total score from -42141700.000000 to -42141732.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (18067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Entering Unmasked Estep 
Score: -1430438.875000 Penalty: 445.983856
	Iteration 0F: 2 clusters Score -1430439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1418436.625000 Penalty: 891.967712
	Iteration 0F: 3 clusters Score -1418437 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1423107.125000 Penalty: 891.967712
	Iteration 1F: 3 clusters Score -1423107 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1423280.250000 Penalty: 891.967712
	Iteration 2Q: 3 clusters Score -1423280 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1423475.500000 Penalty: 891.967712
	Iteration 3Q: 3 clusters Score -1423476 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1423698.625000 Penalty: 891.967712
	Iteration 4Q: 3 clusters Score -1423699 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1424023.125000 Penalty: 891.967712
	Iteration 5Q: 3 clusters Score -1424023 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1424485.875000 Penalty: 891.967712
	Iteration 6Q: 3 clusters Score -1424486 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1425141.375000 Penalty: 891.967712
	Iteration 7F: 3 clusters Score -1425141 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1425867.250000 Penalty: 891.967712
	Iteration 8F: 3 clusters Score -1425867 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1426423.375000 Penalty: 891.967712
	Iteration 9F: 3 clusters Score -1426423 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1426638.500000 Penalty: 891.967712
	Iteration 10Q: 3 clusters Score -1426638 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1426704.500000 Penalty: 891.967712
	Iteration 11Q: 3 clusters Score -1426704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1426736.125000 Penalty: 891.967712
	Iteration 12Q: 3 clusters Score -1426736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1426758.750000 Penalty: 891.967712
	Iteration 13Q: 3 clusters Score -1426759 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1426786.750000 Penalty: 891.967712
	Iteration 14Q: 3 clusters Score -1426787 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1426822.875000 Penalty: 891.967712
	Iteration 15Q: 3 clusters Score -1426823 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1426859.125000 Penalty: 891.967712
	Iteration 16Q: 3 clusters Score -1426859 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1426913.875000 Penalty: 891.967712
	Iteration 17Q: 3 clusters Score -1426914 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1426977.750000 Penalty: 891.967712
	Iteration 18Q: 3 clusters Score -1426978 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1427069.125000 Penalty: 891.967712
	Iteration 19Q: 3 clusters Score -1427069 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1427185.875000 Penalty: 891.967712
	Iteration 20F: 3 clusters Score -1427186 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1427323.000000 Penalty: 891.967712
	Iteration 21Q: 3 clusters Score -1427323 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1427485.375000 Penalty: 891.967712
	Iteration 22Q: 3 clusters Score -1427485 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1427655.250000 Penalty: 891.967712
	Iteration 23Q: 3 clusters Score -1427655 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1427851.125000 Penalty: 891.967712
	Iteration 24Q: 3 clusters Score -1427851 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1428065.125000 Penalty: 891.967712
	Iteration 25Q: 3 clusters Score -1428065 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1428253.125000 Penalty: 891.967712
	Iteration 26Q: 3 clusters Score -1428253 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1428446.125000 Penalty: 891.967712
	Iteration 27Q: 3 clusters Score -1428446 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1428657.250000 Penalty: 891.967712
	Iteration 28Q: 3 clusters Score -1428657 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1428863.875000 Penalty: 891.967712
	Iteration 29Q: 3 clusters Score -1428864 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1429056.375000 Penalty: 891.967712
	Iteration 30Q: 3 clusters Score -1429056 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -1429239.500000 Penalty: 891.967712
	Iteration 31Q: 3 clusters Score -1429240 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1429428.375000 Penalty: 891.967712
	Iteration 32Q: 3 clusters Score -1429428 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1429605.750000 Penalty: 891.967712
	Iteration 33Q: 3 clusters Score -1429606 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1429756.250000 Penalty: 891.967712
	Iteration 34Q: 3 clusters Score -1429756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1429857.125000 Penalty: 891.967712
	Iteration 35Q: 3 clusters Score -1429857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1429926.000000 Penalty: 891.967712
	Iteration 36Q: 3 clusters Score -1429926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1429968.250000 Penalty: 891.967712
	Iteration 37Q: 3 clusters Score -1429968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1429994.750000 Penalty: 891.967712
	Iteration 38Q: 3 clusters Score -1429995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1430013.500000 Penalty: 891.967712
	Iteration 39Q: 3 clusters Score -1430014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1430021.500000 Penalty: 891.967712
	Iteration 40F: 3 clusters Score -1430022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1430028.250000 Penalty: 891.967712
	Iteration 41Q: 3 clusters Score -1430028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1430034.250000 Penalty: 891.967712
	Iteration 42Q: 3 clusters Score -1430034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1430036.875000 Penalty: 891.967712
	Iteration 43Q: 3 clusters Score -1430037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1430039.500000 Penalty: 891.967712
	Iteration 44Q: 3 clusters Score -1430040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1430042.750000 Penalty: 891.967712
	Iteration 45Q: 3 clusters Score -1430043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1430046.125000 Penalty: 891.967712
	Iteration 46Q: 3 clusters Score -1430046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1430050.125000 Penalty: 891.967712
	Iteration 47Q: 3 clusters Score -1430050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1430052.875000 Penalty: 891.967712
	Iteration 48Q: 3 clusters Score -1430053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1430054.625000 Penalty: 891.967712
	Iteration 49Q: 3 clusters Score -1430055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1430058.625000 Penalty: 891.967712
	Iteration 50Q: 3 clusters Score -1430059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1430059.875000 Penalty: 891.967712
	Iteration 51Q: 3 clusters Score -1430060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1430059.875000 Penalty: 891.967712
	Iteration 52F: 3 clusters Score -1430060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -12967.691406 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -12967.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12650.706055 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -12650.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12760.965820 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -12760.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12799.920898 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -12799.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12826.479492 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -12826.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12847.953125 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -12847.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12889.005859 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -12889.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12925.730469 Penalty: 503.897430
	Iteration 6F: 3 clusters Score -12925.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12944.626953 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -12944.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12948.018555 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -12948.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12952.458984 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -12952.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12956.810547 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -12956.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12964.626953 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -12964.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12965.767578 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -12965.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12980.013672 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -12980.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12987.070312 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -12987.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12995.370117 Penalty: 503.897430
	Iteration 15Q: 3 clusters Score -12995.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12995.705078 Penalty: 503.897430
	Iteration 16Q: 3 clusters Score -12995.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12995.705078 Penalty: 503.897430
	Iteration 17F: 3 clusters Score -12995.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 153 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 47860 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 101 members 
Entering Unmasked Estep 
Score: -42141396.000000 Penalty: 37320.058594
Splitting cluster 21 changes total score from -42141700.000000 to -42141396.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -507928.718750 Penalty: 399.392792
	Iteration 0F: 2 clusters Score -507928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -503574.875000 Penalty: 798.785583
	Iteration 0F: 3 clusters Score -503574.9 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -505368.875000 Penalty: 798.785583
	Iteration 1F: 3 clusters Score -505368.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -505734.218750 Penalty: 798.785583
	Iteration 2F: 3 clusters Score -505734.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -506191.218750 Penalty: 798.785583
	Iteration 3F: 3 clusters Score -506191.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -506611.468750 Penalty: 798.785583
	Iteration 4F: 3 clusters Score -506611.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -506931.812500 Penalty: 798.785583
	Iteration 5F: 3 clusters Score -506931.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507153.062500 Penalty: 798.785583
	Iteration 6Q: 3 clusters Score -507153.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -507320.875000 Penalty: 798.785583
	Iteration 7Q: 3 clusters Score -507320.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -507395.843750 Penalty: 798.785583
	Iteration 8Q: 3 clusters Score -507395.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -507431.187500 Penalty: 798.785583
	Iteration 9Q: 3 clusters Score -507431.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -507465.125000 Penalty: 798.785583
	Iteration 10Q: 3 clusters Score -507465.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -507488.812500 Penalty: 798.785583
	Iteration 11Q: 3 clusters Score -507488.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -507510.375000 Penalty: 798.785583
	Iteration 12Q: 3 clusters Score -507510.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -507527.125000 Penalty: 798.785583
	Iteration 13Q: 3 clusters Score -507527.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -507545.281250 Penalty: 798.785583
	Iteration 14Q: 3 clusters Score -507545.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -507562.500000 Penalty: 798.785583
	Iteration 15Q: 3 clusters Score -507562.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -507575.843750 Penalty: 798.785583
	Iteration 16Q: 3 clusters Score -507575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -507583.093750 Penalty: 798.785583
	Iteration 17Q: 3 clusters Score -507583.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -507592.000000 Penalty: 798.785583
	Iteration 18Q: 3 clusters Score -507592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -507607.312500 Penalty: 798.785583
	Iteration 19Q: 3 clusters Score -507607.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -507611.531250 Penalty: 798.785583
	Iteration 20F: 3 clusters Score -507611.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -507617.000000 Penalty: 798.785583
	Iteration 21Q: 3 clusters Score -507617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -507619.906250 Penalty: 798.785583
	Iteration 22Q: 3 clusters Score -507619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -507622.468750 Penalty: 798.785583
	Iteration 23Q: 3 clusters Score -507622.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -507626.750000 Penalty: 798.785583
	Iteration 24Q: 3 clusters Score -507626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -507630.125000 Penalty: 798.785583
	Iteration 25Q: 3 clusters Score -507630.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -507633.312500 Penalty: 798.785583
	Iteration 26Q: 3 clusters Score -507633.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -507637.468750 Penalty: 798.785583
	Iteration 27Q: 3 clusters Score -507637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -507642.281250 Penalty: 798.785583
	Iteration 28Q: 3 clusters Score -507642.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -507646.031250 Penalty: 798.785583
	Iteration 29Q: 3 clusters Score -507646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -507651.218750 Penalty: 798.785583
	Iteration 30Q: 3 clusters Score -507651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -507654.781250 Penalty: 798.785583
	Iteration 31Q: 3 clusters Score -507654.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -507660.750000 Penalty: 798.785583
	Iteration 32Q: 3 clusters Score -507660.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -507663.531250 Penalty: 798.785583
	Iteration 33Q: 3 clusters Score -507663.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -507666.781250 Penalty: 798.785583
	Iteration 34Q: 3 clusters Score -507666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -507669.937500 Penalty: 798.785583
	Iteration 35Q: 3 clusters Score -507669.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -507674.343750 Penalty: 798.785583
	Iteration 36Q: 3 clusters Score -507674.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -507676.312500 Penalty: 798.785583
	Iteration 37Q: 3 clusters Score -507676.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -507681.406250 Penalty: 798.785583
	Iteration 38Q: 3 clusters Score -507681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -507681.312500 Penalty: 798.785583
	Iteration 39Q: 3 clusters Score -507681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -507683.406250 Penalty: 798.785583
	Iteration 40F: 3 clusters Score -507683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -507683.218750 Penalty: 798.785583
	Iteration 41Q: 3 clusters Score -507683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -507683.906250 Penalty: 798.785583
	Iteration 42Q: 3 clusters Score -507683.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -507686.125000 Penalty: 798.785583
	Iteration 43Q: 3 clusters Score -507686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -507686.093750 Penalty: 798.785583
	Iteration 44Q: 3 clusters Score -507686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -507686.656250 Penalty: 798.785583
	Iteration 45Q: 3 clusters Score -507686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -507688.562500 Penalty: 798.785583
	Iteration 46Q: 3 clusters Score -507688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -507688.375000 Penalty: 798.785583
	Iteration 47Q: 3 clusters Score -507688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -507691.281250 Penalty: 798.785583
	Iteration 48Q: 3 clusters Score -507691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -507692.531250 Penalty: 798.785583
	Iteration 49Q: 3 clusters Score -507692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -507692.500000 Penalty: 798.785583
	Iteration 50Q: 3 clusters Score -507692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -507692.875000 Penalty: 798.785583
	Iteration 51Q: 3 clusters Score -507692.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -507692.875000 Penalty: 798.785583
	Iteration 52F: 3 clusters Score -507692.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -513508.687500 Penalty: 400.185211
	Iteration 0F: 2 clusters Score -513508.7 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 3345 members 
Entering Unmasked Estep 
Score: -509189.843750 Penalty: 800.370422
	Iteration 0F: 3 clusters Score -509189.8 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -510880.562500 Penalty: 800.370422
	Iteration 1F: 3 clusters Score -510880.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -511057.406250 Penalty: 800.370422
	Iteration 2F: 3 clusters Score -511057.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -511265.625000 Penalty: 800.370422
	Iteration 3F: 3 clusters Score -511265.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -511504.812500 Penalty: 800.370422
	Iteration 4F: 3 clusters Score -511504.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -511840.968750 Penalty: 800.370422
	Iteration 5F: 3 clusters Score -511841 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -512214.781250 Penalty: 800.370422
	Iteration 6F: 3 clusters Score -512214.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -512505.718750 Penalty: 800.370422
	Iteration 7F: 3 clusters Score -512505.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -512659.406250 Penalty: 800.370422
	Iteration 8Q: 3 clusters Score -512659.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -512755.531250 Penalty: 800.370422
	Iteration 9Q: 3 clusters Score -512755.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -512832.968750 Penalty: 800.370422
	Iteration 10Q: 3 clusters Score -512833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -512892.718750 Penalty: 800.370422
	Iteration 11Q: 3 clusters Score -512892.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -512952.187500 Penalty: 800.370422
	Iteration 12Q: 3 clusters Score -512952.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -513015.093750 Penalty: 800.370422
	Iteration 13Q: 3 clusters Score -513015.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -513065.625000 Penalty: 800.370422
	Iteration 14Q: 3 clusters Score -513065.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -513089.281250 Penalty: 800.370422
	Iteration 15Q: 3 clusters Score -513089.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -513109.687500 Penalty: 800.370422
	Iteration 16Q: 3 clusters Score -513109.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -513119.343750 Penalty: 800.370422
	Iteration 17Q: 3 clusters Score -513119.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -513126.031250 Penalty: 800.370422
	Iteration 18Q: 3 clusters Score -513126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -513131.156250 Penalty: 800.370422
	Iteration 19Q: 3 clusters Score -513131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -513132.312500 Penalty: 800.370422
	Iteration 20F: 3 clusters Score -513132.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -513135.562500 Penalty: 800.370422
	Iteration 21Q: 3 clusters Score -513135.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -513139.843750 Penalty: 800.370422
	Iteration 22Q: 3 clusters Score -513139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -513144.125000 Penalty: 800.370422
	Iteration 23Q: 3 clusters Score -513144.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -513146.093750 Penalty: 800.370422
	Iteration 24Q: 3 clusters Score -513146.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -513148.375000 Penalty: 800.370422
	Iteration 25Q: 3 clusters Score -513148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -513149.968750 Penalty: 800.370422
	Iteration 26Q: 3 clusters Score -513150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -513151.062500 Penalty: 800.370422
	Iteration 27Q: 3 clusters Score -513151.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -513151.781250 Penalty: 800.370422
	Iteration 28Q: 3 clusters Score -513151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -513153.125000 Penalty: 800.370422
	Iteration 29Q: 3 clusters Score -513153.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -513155.531250 Penalty: 800.370422
	Iteration 30Q: 3 clusters Score -513155.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -513157.031250 Penalty: 800.370422
	Iteration 31Q: 3 clusters Score -513157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -513156.531250 Penalty: 800.370422
	Iteration 32Q: 3 clusters Score -513156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -513156.562500 Penalty: 800.370422
	Iteration 33Q: 3 clusters Score -513156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -513156.250000 Penalty: 800.370422
	Iteration 34Q: 3 clusters Score -513156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -513156.250000 Penalty: 800.370422
	Iteration 35F: 3 clusters Score -513156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -41998.570312 Penalty: 294.350891
	Iteration 0F: 2 clusters Score -41998.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41422.519531 Penalty: 588.701782
	Iteration 0F: 3 clusters Score -41422.52 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41605.437500 Penalty: 588.701782
	Iteration 1F: 3 clusters Score -41605.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41656.992188 Penalty: 588.701782
	Iteration 2F: 3 clusters Score -41656.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41695.996094 Penalty: 588.701782
	Iteration 3F: 3 clusters Score -41696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41717.527344 Penalty: 588.701782
	Iteration 4Q: 3 clusters Score -41717.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41731.824219 Penalty: 588.701782
	Iteration 5Q: 3 clusters Score -41731.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41742.460938 Penalty: 588.701782
	Iteration 6Q: 3 clusters Score -41742.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41749.101562 Penalty: 588.701782
	Iteration 7Q: 3 clusters Score -41749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41756.242188 Penalty: 588.701782
	Iteration 8Q: 3 clusters Score -41756.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41760.703125 Penalty: 588.701782
	Iteration 9Q: 3 clusters Score -41760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41769.218750 Penalty: 588.701782
	Iteration 10Q: 3 clusters Score -41769.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41773.492188 Penalty: 588.701782
	Iteration 11Q: 3 clusters Score -41773.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41777.156250 Penalty: 588.701782
	Iteration 12Q: 3 clusters Score -41777.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41780.035156 Penalty: 588.701782
	Iteration 13Q: 3 clusters Score -41780.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41782.582031 Penalty: 588.701782
	Iteration 14Q: 3 clusters Score -41782.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41784.230469 Penalty: 588.701782
	Iteration 15Q: 3 clusters Score -41784.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41784.921875 Penalty: 588.701782
	Iteration 16Q: 3 clusters Score -41784.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41785.500000 Penalty: 588.701782
	Iteration 17Q: 3 clusters Score -41785.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41787.597656 Penalty: 588.701782
	Iteration 18Q: 3 clusters Score -41787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41788.023438 Penalty: 588.701782
	Iteration 19Q: 3 clusters Score -41788.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41788.703125 Penalty: 588.701782
	Iteration 20F: 3 clusters Score -41788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41788.906250 Penalty: 588.701782
	Iteration 21Q: 3 clusters Score -41788.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41788.906250 Penalty: 588.701782
	Iteration 22F: 3 clusters Score -41788.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Entering Unmasked Estep 
Score: -1000342.437500 Penalty: 428.677917
	Iteration 0F: 2 clusters Score -1000342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -992064.250000 Penalty: 857.355835
	Iteration 0F: 3 clusters Score -992064.2 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -995396.250000 Penalty: 857.355835
	Iteration 1F: 3 clusters Score -995396.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -995657.937500 Penalty: 857.355835
	Iteration 2F: 3 clusters Score -995657.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -995990.812500 Penalty: 857.355835
	Iteration 3F: 3 clusters Score -995990.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -996399.750000 Penalty: 857.355835
	Iteration 4F: 3 clusters Score -996399.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -996984.375000 Penalty: 857.355835
	Iteration 5F: 3 clusters Score -996984.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -997675.312500 Penalty: 857.355835
	Iteration 6F: 3 clusters Score -997675.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -998272.500000 Penalty: 857.355835
	Iteration 7F: 3 clusters Score -998272.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -998562.812500 Penalty: 857.355835
	Iteration 8Q: 3 clusters Score -998562.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -998707.062500 Penalty: 857.355835
	Iteration 9Q: 3 clusters Score -998707.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -998810.562500 Penalty: 857.355835
	Iteration 10Q: 3 clusters Score -998810.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -998917.250000 Penalty: 857.355835
	Iteration 11Q: 3 clusters Score -998917.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -999009.312500 Penalty: 857.355835
	Iteration 12Q: 3 clusters Score -999009.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -999094.062500 Penalty: 857.355835
	Iteration 13Q: 3 clusters Score -999094.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -999164.250000 Penalty: 857.355835
	Iteration 14Q: 3 clusters Score -999164.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -999225.687500 Penalty: 857.355835
	Iteration 15Q: 3 clusters Score -999225.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -999280.312500 Penalty: 857.355835
	Iteration 16Q: 3 clusters Score -999280.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -999358.875000 Penalty: 857.355835
	Iteration 17Q: 3 clusters Score -999358.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -999431.125000 Penalty: 857.355835
	Iteration 18Q: 3 clusters Score -999431.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -999476.625000 Penalty: 857.355835
	Iteration 19Q: 3 clusters Score -999476.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -999537.687500 Penalty: 857.355835
	Iteration 20F: 3 clusters Score -999537.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -999597.000000 Penalty: 857.355835
	Iteration 21Q: 3 clusters Score -999597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -999646.687500 Penalty: 857.355835
	Iteration 22Q: 3 clusters Score -999646.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -999692.875000 Penalty: 857.355835
	Iteration 23Q: 3 clusters Score -999692.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -999747.750000 Penalty: 857.355835
	Iteration 24Q: 3 clusters Score -999747.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -999791.125000 Penalty: 857.355835
	Iteration 25Q: 3 clusters Score -999791.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -999822.875000 Penalty: 857.355835
	Iteration 26Q: 3 clusters Score -999822.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -999854.937500 Penalty: 857.355835
	Iteration 27Q: 3 clusters Score -999854.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -999877.125000 Penalty: 857.355835
	Iteration 28Q: 3 clusters Score -999877.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -999899.562500 Penalty: 857.355835
	Iteration 29Q: 3 clusters Score -999899.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -999915.000000 Penalty: 857.355835
	Iteration 30Q: 3 clusters Score -999915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -999925.187500 Penalty: 857.355835
	Iteration 31Q: 3 clusters Score -999925.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -999935.812500 Penalty: 857.355835
	Iteration 32Q: 3 clusters Score -999935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -999946.937500 Penalty: 857.355835
	Iteration 33Q: 3 clusters Score -999946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -999949.437500 Penalty: 857.355835
	Iteration 34Q: 3 clusters Score -999949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -999948.187500 Penalty: 857.355835
	Iteration 35Q: 3 clusters Score -999948.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -999949.250000 Penalty: 857.355835
	Iteration 36Q: 3 clusters Score -999949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -999950.687500 Penalty: 857.355835
	Iteration 37Q: 3 clusters Score -999950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -999951.312500 Penalty: 857.355835
	Iteration 38Q: 3 clusters Score -999951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -999958.750000 Penalty: 857.355835
	Iteration 39Q: 3 clusters Score -999958.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -999963.312500 Penalty: 857.355835
	Iteration 40F: 3 clusters Score -999963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -999968.562500 Penalty: 857.355835
	Iteration 41Q: 3 clusters Score -999968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -999971.250000 Penalty: 857.355835
	Iteration 42Q: 3 clusters Score -999971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -999972.375000 Penalty: 857.355835
	Iteration 43Q: 3 clusters Score -999972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -999975.125000 Penalty: 857.355835
	Iteration 44Q: 3 clusters Score -999975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -999976.625000 Penalty: 857.355835
	Iteration 45Q: 3 clusters Score -999976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -999979.937500 Penalty: 857.355835
	Iteration 46Q: 3 clusters Score -999979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -999983.375000 Penalty: 857.355835
	Iteration 47Q: 3 clusters Score -999983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -999986.125000 Penalty: 857.355835
	Iteration 48Q: 3 clusters Score -999986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -999988.812500 Penalty: 857.355835
	Iteration 49Q: 3 clusters Score -999988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -999989.500000 Penalty: 857.355835
	Iteration 50Q: 3 clusters Score -999989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -999990.437500 Penalty: 857.355835
	Iteration 51Q: 3 clusters Score -999990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -999992.125000 Penalty: 857.355835
	Iteration 52Q: 3 clusters Score -999992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -999993.000000 Penalty: 857.355835
	Iteration 53Q: 3 clusters Score -999993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -999993.437500 Penalty: 857.355835
	Iteration 54Q: 3 clusters Score -999993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -999993.437500 Penalty: 857.355835
	Iteration 55F: 3 clusters Score -999993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Entering Unmasked Estep 
Score: -3854850.750000 Penalty: 490.309601
	Iteration 0F: 2 clusters Score -3854851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3831058.500000 Penalty: 980.619202
	Iteration 0F: 3 clusters Score -3831058 nChanged 23241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3845170.750000 Penalty: 980.619202
	Iteration 1F: 3 clusters Score -3845171 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3846646.250000 Penalty: 980.619202
	Iteration 2F: 3 clusters Score -3846646 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3849226.500000 Penalty: 980.619202
	Iteration 3F: 3 clusters Score -3849226 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3852230.000000 Penalty: 980.619202
	Iteration 4F: 3 clusters Score -3852230 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3853811.750000 Penalty: 980.619202
	Iteration 5F: 3 clusters Score -3853812 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3854059.750000 Penalty: 980.619202
	Iteration 6Q: 3 clusters Score -3854060 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3854098.500000 Penalty: 980.619202
	Iteration 7Q: 3 clusters Score -3854098 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3854111.500000 Penalty: 980.619202
	Iteration 8Q: 3 clusters Score -3854112 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3854025.500000 Penalty: 980.619202
	Iteration 9Q: 3 clusters Score -3854026 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3854010.000000 Penalty: 980.619202
	Iteration 10Q: 3 clusters Score -3854010 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3853985.500000 Penalty: 980.619202
	Iteration 11Q: 3 clusters Score -3853986 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3854051.000000 Penalty: 980.619202
	Iteration 12Q: 3 clusters Score -3854051 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3854112.000000 Penalty: 980.619202
	Iteration 13Q: 3 clusters Score -3854112 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3854129.000000 Penalty: 980.619202
	Iteration 14Q: 3 clusters Score -3854129 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3854225.500000 Penalty: 980.619202
	Iteration 15Q: 3 clusters Score -3854226 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3854231.500000 Penalty: 980.619202
	Iteration 16Q: 3 clusters Score -3854232 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3854265.750000 Penalty: 980.619202
	Iteration 17Q: 3 clusters Score -3854266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3854310.250000 Penalty: 980.619202
	Iteration 18Q: 3 clusters Score -3854310 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3854356.500000 Penalty: 980.619202
	Iteration 19Q: 3 clusters Score -3854356 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3854330.000000 Penalty: 980.619202
	Iteration 20F: 3 clusters Score -3854330 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3854383.750000 Penalty: 980.619202
	Iteration 21Q: 3 clusters Score -3854384 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3854387.000000 Penalty: 980.619202
	Iteration 22Q: 3 clusters Score -3854387 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3854320.250000 Penalty: 980.619202
	Iteration 23Q: 3 clusters Score -3854320 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3854321.250000 Penalty: 980.619202
	Iteration 24Q: 3 clusters Score -3854321 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3854338.000000 Penalty: 980.619202
	Iteration 25Q: 3 clusters Score -3854338 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3854341.250000 Penalty: 980.619202
	Iteration 26Q: 3 clusters Score -3854341 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3854341.500000 Penalty: 980.619202
	Iteration 27Q: 3 clusters Score -3854342 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3854334.750000 Penalty: 980.619202
	Iteration 28Q: 3 clusters Score -3854335 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3854362.500000 Penalty: 980.619202
	Iteration 29Q: 3 clusters Score -3854362 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3854350.750000 Penalty: 980.619202
	Iteration 30Q: 3 clusters Score -3854351 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3854368.500000 Penalty: 980.619202
	Iteration 31Q: 3 clusters Score -3854368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3854351.500000 Penalty: 980.619202
	Iteration 32Q: 3 clusters Score -3854352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3854341.500000 Penalty: 980.619202
	Iteration 33Q: 3 clusters Score -3854342 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3854326.750000 Penalty: 980.619202
	Iteration 34Q: 3 clusters Score -3854327 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -3854318.000000 Penalty: 980.619202
	Iteration 35Q: 3 clusters Score -3854318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3854325.500000 Penalty: 980.619202
	Iteration 36Q: 3 clusters Score -3854326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3854328.000000 Penalty: 980.619202
	Iteration 37Q: 3 clusters Score -3854328 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3854334.250000 Penalty: 980.619202
	Iteration 38Q: 3 clusters Score -3854334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3854319.250000 Penalty: 980.619202
	Iteration 39Q: 3 clusters Score -3854319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3854343.750000 Penalty: 980.619202
	Iteration 40F: 3 clusters Score -3854344 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3854363.500000 Penalty: 980.619202
	Iteration 41Q: 3 clusters Score -3854364 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3854392.000000 Penalty: 980.619202
	Iteration 42Q: 3 clusters Score -3854392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3854428.000000 Penalty: 980.619202
	Iteration 43Q: 3 clusters Score -3854428 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3854479.500000 Penalty: 980.619202
	Iteration 44Q: 3 clusters Score -3854480 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3854462.000000 Penalty: 980.619202
	Iteration 45Q: 3 clusters Score -3854462 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3854491.250000 Penalty: 980.619202
	Iteration 46Q: 3 clusters Score -3854491 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3854476.750000 Penalty: 980.619202
	Iteration 47Q: 3 clusters Score -3854477 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3854499.000000 Penalty: 980.619202
	Iteration 48Q: 3 clusters Score -3854499 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -3854537.750000 Penalty: 980.619202
	Iteration 49Q: 3 clusters Score -3854538 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3854561.750000 Penalty: 980.619202
	Iteration 50Q: 3 clusters Score -3854562 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3854580.500000 Penalty: 980.619202
	Iteration 51Q: 3 clusters Score -3854580 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3854582.250000 Penalty: 980.619202
	Iteration 52Q: 3 clusters Score -3854582 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3854610.500000 Penalty: 980.619202
	Iteration 53Q: 3 clusters Score -3854610 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3854655.500000 Penalty: 980.619202
	Iteration 54Q: 3 clusters Score -3854656 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3854694.000000 Penalty: 980.619202
	Iteration 55Q: 3 clusters Score -3854694 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3854762.500000 Penalty: 980.619202
	Iteration 56Q: 3 clusters Score -3854762 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3854794.750000 Penalty: 980.619202
	Iteration 57Q: 3 clusters Score -3854795 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3854789.750000 Penalty: 980.619202
	Iteration 58Q: 3 clusters Score -3854790 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3854835.250000 Penalty: 980.619202
	Iteration 59Q: 3 clusters Score -3854835 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3854855.250000 Penalty: 980.619202
	Iteration 60F: 3 clusters Score -3854855 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3854852.500000 Penalty: 980.619202
	Iteration 61Q: 3 clusters Score -3854852 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3854905.000000 Penalty: 980.619202
	Iteration 62Q: 3 clusters Score -3854905 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3854933.500000 Penalty: 980.619202
	Iteration 63Q: 3 clusters Score -3854934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3854948.000000 Penalty: 980.619202
	Iteration 64Q: 3 clusters Score -3854948 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3855002.750000 Penalty: 980.619202
	Iteration 65Q: 3 clusters Score -3855003 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3855030.000000 Penalty: 980.619202
	Iteration 66Q: 3 clusters Score -3855030 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3855059.500000 Penalty: 980.619202
	Iteration 67Q: 3 clusters Score -3855060 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3855067.000000 Penalty: 980.619202
	Iteration 68Q: 3 clusters Score -3855067 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3855106.000000 Penalty: 980.619202
	Iteration 69Q: 3 clusters Score -3855106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3855148.250000 Penalty: 980.619202
	Iteration 70Q: 3 clusters Score -3855148 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3855185.000000 Penalty: 980.619202
	Iteration 71Q: 3 clusters Score -3855185 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3855207.250000 Penalty: 980.619202
	Iteration 72Q: 3 clusters Score -3855207 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3855237.000000 Penalty: 980.619202
	Iteration 73Q: 3 clusters Score -3855237 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3855278.000000 Penalty: 980.619202
	Iteration 74Q: 3 clusters Score -3855278 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3855303.750000 Penalty: 980.619202
	Iteration 75Q: 3 clusters Score -3855304 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3855307.750000 Penalty: 980.619202
	Iteration 76Q: 3 clusters Score -3855308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3855348.750000 Penalty: 980.619202
	Iteration 77Q: 3 clusters Score -3855349 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3855367.500000 Penalty: 980.619202
	Iteration 78Q: 3 clusters Score -3855368 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3855366.750000 Penalty: 980.619202
	Iteration 79Q: 3 clusters Score -3855367 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3855404.000000 Penalty: 980.619202
	Iteration 80F: 3 clusters Score -3855404 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3855420.000000 Penalty: 980.619202
	Iteration 81Q: 3 clusters Score -3855420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3855442.250000 Penalty: 980.619202
	Iteration 82Q: 3 clusters Score -3855442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3855491.750000 Penalty: 980.619202
	Iteration 83Q: 3 clusters Score -3855492 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3855505.500000 Penalty: 980.619202
	Iteration 84Q: 3 clusters Score -3855506 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3855522.750000 Penalty: 980.619202
	Iteration 85Q: 3 clusters Score -3855523 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3855508.250000 Penalty: 980.619202
	Iteration 86Q: 3 clusters Score -3855508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3855520.000000 Penalty: 980.619202
	Iteration 87Q: 3 clusters Score -3855520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3855486.500000 Penalty: 980.619202
	Iteration 88Q: 3 clusters Score -3855486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3855478.500000 Penalty: 980.619202
	Iteration 89Q: 3 clusters Score -3855478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3855473.750000 Penalty: 980.619202
	Iteration 90Q: 3 clusters Score -3855474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3855471.000000 Penalty: 980.619202
	Iteration 91Q: 3 clusters Score -3855471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3855468.250000 Penalty: 980.619202
	Iteration 92Q: 3 clusters Score -3855468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3855461.750000 Penalty: 980.619202
	Iteration 93Q: 3 clusters Score -3855462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3855459.000000 Penalty: 980.619202
	Iteration 94Q: 3 clusters Score -3855459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3855467.000000 Penalty: 980.619202
	Iteration 95Q: 3 clusters Score -3855467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3855468.000000 Penalty: 980.619202
	Iteration 96Q: 3 clusters Score -3855468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3855453.750000 Penalty: 980.619202
	Iteration 97Q: 3 clusters Score -3855454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3855448.000000 Penalty: 980.619202
	Iteration 98Q: 3 clusters Score -3855448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3855474.500000 Penalty: 980.619202
	Iteration 99Q: 3 clusters Score -3855474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3855470.250000 Penalty: 980.619202
	Iteration 100F: 3 clusters Score -3855470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3855430.750000 Penalty: 980.619202
	Iteration 101Q: 3 clusters Score -3855431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3855413.250000 Penalty: 980.619202
	Iteration 102Q: 3 clusters Score -3855413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3855407.250000 Penalty: 980.619202
	Iteration 103Q: 3 clusters Score -3855407 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3855408.250000 Penalty: 980.619202
	Iteration 104Q: 3 clusters Score -3855408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3855397.750000 Penalty: 980.619202
	Iteration 105Q: 3 clusters Score -3855398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3855399.250000 Penalty: 980.619202
	Iteration 106Q: 3 clusters Score -3855399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3855398.750000 Penalty: 980.619202
	Iteration 107Q: 3 clusters Score -3855399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3855397.000000 Penalty: 980.619202
	Iteration 108Q: 3 clusters Score -3855397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3855400.500000 Penalty: 980.619202
	Iteration 109Q: 3 clusters Score -3855400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3855398.250000 Penalty: 980.619202
	Iteration 110Q: 3 clusters Score -3855398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3855410.500000 Penalty: 980.619202
	Iteration 111Q: 3 clusters Score -3855410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3855413.750000 Penalty: 980.619202
	Iteration 112Q: 3 clusters Score -3855414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3855418.000000 Penalty: 980.619202
	Iteration 113Q: 3 clusters Score -3855418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3855416.250000 Penalty: 980.619202
	Iteration 114Q: 3 clusters Score -3855416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3855414.000000 Penalty: 980.619202
	Iteration 115Q: 3 clusters Score -3855414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -3855404.000000 Penalty: 980.619202
	Iteration 116Q: 3 clusters Score -3855404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3855403.750000 Penalty: 980.619202
	Iteration 117Q: 3 clusters Score -3855404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3855394.500000 Penalty: 980.619202
	Iteration 118Q: 3 clusters Score -3855394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3855370.250000 Penalty: 980.619202
	Iteration 119Q: 3 clusters Score -3855370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3855383.750000 Penalty: 980.619202
	Iteration 120F: 3 clusters Score -3855384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3855374.500000 Penalty: 980.619202
	Iteration 121Q: 3 clusters Score -3855374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3855362.500000 Penalty: 980.619202
	Iteration 122Q: 3 clusters Score -3855362 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3855356.000000 Penalty: 980.619202
	Iteration 123Q: 3 clusters Score -3855356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3855349.000000 Penalty: 980.619202
	Iteration 124Q: 3 clusters Score -3855349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3855337.000000 Penalty: 980.619202
	Iteration 125Q: 3 clusters Score -3855337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3855318.750000 Penalty: 980.619202
	Iteration 126Q: 3 clusters Score -3855319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3855318.250000 Penalty: 980.619202
	Iteration 127Q: 3 clusters Score -3855318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3855307.250000 Penalty: 980.619202
	Iteration 128Q: 3 clusters Score -3855307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3855302.250000 Penalty: 980.619202
	Iteration 129Q: 3 clusters Score -3855302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3855303.250000 Penalty: 980.619202
	Iteration 130Q: 3 clusters Score -3855303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3855298.250000 Penalty: 980.619202
	Iteration 131Q: 3 clusters Score -3855298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3855298.750000 Penalty: 980.619202
	Iteration 132Q: 3 clusters Score -3855299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3855302.000000 Penalty: 980.619202
	Iteration 133Q: 3 clusters Score -3855302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3855297.000000 Penalty: 980.619202
	Iteration 134Q: 3 clusters Score -3855297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3855298.250000 Penalty: 980.619202
	Iteration 135Q: 3 clusters Score -3855298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3855298.750000 Penalty: 980.619202
	Iteration 136Q: 3 clusters Score -3855299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3855301.750000 Penalty: 980.619202
	Iteration 137Q: 3 clusters Score -3855302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3855308.500000 Penalty: 980.619202
	Iteration 138Q: 3 clusters Score -3855308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3855312.500000 Penalty: 980.619202
	Iteration 139Q: 3 clusters Score -3855312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3855313.750000 Penalty: 980.619202
	Iteration 140F: 3 clusters Score -3855314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3855313.000000 Penalty: 980.619202
	Iteration 141Q: 3 clusters Score -3855313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3855313.000000 Penalty: 980.619202
	Iteration 142F: 3 clusters Score -3855313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 31866 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Entering Unmasked Estep 
Score: -42142128.000000 Penalty: 37320.058594
Splitting cluster 26 changes total score from -42141700.000000 to -42142128.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 27 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -561819.187500 Penalty: 406.126312
	Iteration 0F: 2 clusters Score -561819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -556830.250000 Penalty: 812.252625
	Iteration 0F: 3 clusters Score -556830.2 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -559158.437500 Penalty: 812.252625
	Iteration 1F: 3 clusters Score -559158.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -559682.000000 Penalty: 812.252625
	Iteration 2F: 3 clusters Score -559682 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -560163.437500 Penalty: 812.252625
	Iteration 3F: 3 clusters Score -560163.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -560553.750000 Penalty: 812.252625
	Iteration 4F: 3 clusters Score -560553.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -560816.437500 Penalty: 812.252625
	Iteration 5Q: 3 clusters Score -560816.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -560943.812500 Penalty: 812.252625
	Iteration 6Q: 3 clusters Score -560943.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -561024.687500 Penalty: 812.252625
	Iteration 7Q: 3 clusters Score -561024.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -561077.312500 Penalty: 812.252625
	Iteration 8Q: 3 clusters Score -561077.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -561134.812500 Penalty: 812.252625
	Iteration 9Q: 3 clusters Score -561134.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -561186.500000 Penalty: 812.252625
	Iteration 10Q: 3 clusters Score -561186.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -561232.125000 Penalty: 812.252625
	Iteration 11Q: 3 clusters Score -561232.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -561269.125000 Penalty: 812.252625
	Iteration 12Q: 3 clusters Score -561269.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -561298.000000 Penalty: 812.252625
	Iteration 13Q: 3 clusters Score -561298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -561324.000000 Penalty: 812.252625
	Iteration 14Q: 3 clusters Score -561324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -561355.187500 Penalty: 812.252625
	Iteration 15Q: 3 clusters Score -561355.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -561379.312500 Penalty: 812.252625
	Iteration 16Q: 3 clusters Score -561379.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -561392.250000 Penalty: 812.252625
	Iteration 17Q: 3 clusters Score -561392.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -561404.625000 Penalty: 812.252625
	Iteration 18Q: 3 clusters Score -561404.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -561409.375000 Penalty: 812.252625
	Iteration 19Q: 3 clusters Score -561409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -561412.500000 Penalty: 812.252625
	Iteration 20F: 3 clusters Score -561412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -561420.875000 Penalty: 812.252625
	Iteration 21Q: 3 clusters Score -561420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -561431.875000 Penalty: 812.252625
	Iteration 22Q: 3 clusters Score -561431.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -561441.125000 Penalty: 812.252625
	Iteration 23Q: 3 clusters Score -561441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -561452.062500 Penalty: 812.252625
	Iteration 24Q: 3 clusters Score -561452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -561462.187500 Penalty: 812.252625
	Iteration 25Q: 3 clusters Score -561462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -561465.312500 Penalty: 812.252625
	Iteration 26Q: 3 clusters Score -561465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -561467.500000 Penalty: 812.252625
	Iteration 27Q: 3 clusters Score -561467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -561469.062500 Penalty: 812.252625
	Iteration 28Q: 3 clusters Score -561469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -561470.875000 Penalty: 812.252625
	Iteration 29Q: 3 clusters Score -561470.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -561472.750000 Penalty: 812.252625
	Iteration 30Q: 3 clusters Score -561472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -561474.375000 Penalty: 812.252625
	Iteration 31Q: 3 clusters Score -561474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -561480.562500 Penalty: 812.252625
	Iteration 32Q: 3 clusters Score -561480.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -561481.875000 Penalty: 812.252625
	Iteration 33Q: 3 clusters Score -561481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -561484.000000 Penalty: 812.252625
	Iteration 34Q: 3 clusters Score -561484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -561484.187500 Penalty: 812.252625
	Iteration 35Q: 3 clusters Score -561484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -561485.250000 Penalty: 812.252625
	Iteration 36Q: 3 clusters Score -561485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -561485.500000 Penalty: 812.252625
	Iteration 37Q: 3 clusters Score -561485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -561486.875000 Penalty: 812.252625
	Iteration 38Q: 3 clusters Score -561486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -561488.062500 Penalty: 812.252625
	Iteration 39Q: 3 clusters Score -561488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -561490.875000 Penalty: 812.252625
	Iteration 40F: 3 clusters Score -561490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -561491.500000 Penalty: 812.252625
	Iteration 41Q: 3 clusters Score -561491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -561492.000000 Penalty: 812.252625
	Iteration 42Q: 3 clusters Score -561492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -561492.250000 Penalty: 812.252625
	Iteration 43Q: 3 clusters Score -561492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -561492.687500 Penalty: 812.252625
	Iteration 44Q: 3 clusters Score -561492.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -561492.687500 Penalty: 812.252625
	Iteration 45F: 3 clusters Score -561492.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Entering Unmasked Estep 
Score: -1537131.000000 Penalty: 448.150146
	Iteration 0F: 2 clusters Score -1537131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1524437.625000 Penalty: 896.300293
	Iteration 0F: 3 clusters Score -1524438 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1529440.750000 Penalty: 896.300293
	Iteration 1F: 3 clusters Score -1529441 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1529576.250000 Penalty: 896.300293
	Iteration 2Q: 3 clusters Score -1529576 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1529773.500000 Penalty: 896.300293
	Iteration 3Q: 3 clusters Score -1529774 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1530116.125000 Penalty: 896.300293
	Iteration 4Q: 3 clusters Score -1530116 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1530761.250000 Penalty: 896.300293
	Iteration 5F: 3 clusters Score -1530761 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1531851.250000 Penalty: 896.300293
	Iteration 6F: 3 clusters Score -1531851 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1533311.125000 Penalty: 896.300293
	Iteration 7F: 3 clusters Score -1533311 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1534785.250000 Penalty: 896.300293
	Iteration 8F: 3 clusters Score -1534785 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1535865.750000 Penalty: 896.300293
	Iteration 9F: 3 clusters Score -1535866 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1536409.500000 Penalty: 896.300293
	Iteration 10Q: 3 clusters Score -1536410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1536590.500000 Penalty: 896.300293
	Iteration 11Q: 3 clusters Score -1536590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1536668.625000 Penalty: 896.300293
	Iteration 12Q: 3 clusters Score -1536669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1536695.250000 Penalty: 896.300293
	Iteration 13Q: 3 clusters Score -1536695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1536705.250000 Penalty: 896.300293
	Iteration 14Q: 3 clusters Score -1536705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1536706.500000 Penalty: 896.300293
	Iteration 15Q: 3 clusters Score -1536706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1536711.000000 Penalty: 896.300293
	Iteration 16Q: 3 clusters Score -1536711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1536711.000000 Penalty: 896.300293
	Iteration 17F: 3 clusters Score -1536711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -233839.578125 Penalty: 366.969574
	Iteration 0F: 2 clusters Score -233839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -231596.312500 Penalty: 733.939148
	Iteration 0F: 3 clusters Score -231596.3 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -232502.500000 Penalty: 733.939148
	Iteration 1F: 3 clusters Score -232502.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -232680.593750 Penalty: 733.939148
	Iteration 2F: 3 clusters Score -232680.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232822.781250 Penalty: 733.939148
	Iteration 3F: 3 clusters Score -232822.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -232950.796875 Penalty: 733.939148
	Iteration 4F: 3 clusters Score -232950.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -233029.171875 Penalty: 733.939148
	Iteration 5Q: 3 clusters Score -233029.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233094.156250 Penalty: 733.939148
	Iteration 6Q: 3 clusters Score -233094.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -233178.296875 Penalty: 733.939148
	Iteration 7Q: 3 clusters Score -233178.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -233251.781250 Penalty: 733.939148
	Iteration 8Q: 3 clusters Score -233251.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -233320.125000 Penalty: 733.939148
	Iteration 9Q: 3 clusters Score -233320.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -233380.046875 Penalty: 733.939148
	Iteration 10Q: 3 clusters Score -233380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -233400.812500 Penalty: 733.939148
	Iteration 11Q: 3 clusters Score -233400.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -233414.187500 Penalty: 733.939148
	Iteration 12Q: 3 clusters Score -233414.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -233428.015625 Penalty: 733.939148
	Iteration 13Q: 3 clusters Score -233428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -233436.921875 Penalty: 733.939148
	Iteration 14Q: 3 clusters Score -233436.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -233443.875000 Penalty: 733.939148
	Iteration 15Q: 3 clusters Score -233443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -233448.656250 Penalty: 733.939148
	Iteration 16Q: 3 clusters Score -233448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -233457.187500 Penalty: 733.939148
	Iteration 17Q: 3 clusters Score -233457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -233461.531250 Penalty: 733.939148
	Iteration 18Q: 3 clusters Score -233461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -233464.640625 Penalty: 733.939148
	Iteration 19Q: 3 clusters Score -233464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -233465.968750 Penalty: 733.939148
	Iteration 20F: 3 clusters Score -233466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -233466.734375 Penalty: 733.939148
	Iteration 21Q: 3 clusters Score -233466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -233467.640625 Penalty: 733.939148
	Iteration 22Q: 3 clusters Score -233467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -233468.125000 Penalty: 733.939148
	Iteration 23Q: 3 clusters Score -233468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -233468.109375 Penalty: 733.939148
	Iteration 24Q: 3 clusters Score -233468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -233467.968750 Penalty: 733.939148
	Iteration 25Q: 3 clusters Score -233468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -233467.968750 Penalty: 733.939148
	Iteration 26F: 3 clusters Score -233468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -192553.078125 Penalty: 359.106567
	Iteration 0F: 2 clusters Score -192553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -190690.703125 Penalty: 718.213135
	Iteration 0F: 3 clusters Score -190690.7 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -191361.328125 Penalty: 718.213135
	Iteration 1F: 3 clusters Score -191361.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -191496.468750 Penalty: 718.213135
	Iteration 2F: 3 clusters Score -191496.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -191618.687500 Penalty: 718.213135
	Iteration 3F: 3 clusters Score -191618.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -191726.187500 Penalty: 718.213135
	Iteration 4F: 3 clusters Score -191726.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -191854.312500 Penalty: 718.213135
	Iteration 5F: 3 clusters Score -191854.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -191954.609375 Penalty: 718.213135
	Iteration 6Q: 3 clusters Score -191954.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192024.765625 Penalty: 718.213135
	Iteration 7Q: 3 clusters Score -192024.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -192083.359375 Penalty: 718.213135
	Iteration 8Q: 3 clusters Score -192083.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192118.468750 Penalty: 718.213135
	Iteration 9Q: 3 clusters Score -192118.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -192136.187500 Penalty: 718.213135
	Iteration 10Q: 3 clusters Score -192136.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -192155.406250 Penalty: 718.213135
	Iteration 11Q: 3 clusters Score -192155.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -192172.671875 Penalty: 718.213135
	Iteration 12Q: 3 clusters Score -192172.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -192185.796875 Penalty: 718.213135
	Iteration 13Q: 3 clusters Score -192185.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -192193.281250 Penalty: 718.213135
	Iteration 14Q: 3 clusters Score -192193.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -192202.765625 Penalty: 718.213135
	Iteration 15Q: 3 clusters Score -192202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -192214.656250 Penalty: 718.213135
	Iteration 16Q: 3 clusters Score -192214.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -192228.046875 Penalty: 718.213135
	Iteration 17Q: 3 clusters Score -192228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -192233.500000 Penalty: 718.213135
	Iteration 18Q: 3 clusters Score -192233.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -192240.312500 Penalty: 718.213135
	Iteration 19Q: 3 clusters Score -192240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -192244.890625 Penalty: 718.213135
	Iteration 20F: 3 clusters Score -192244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -192246.265625 Penalty: 718.213135
	Iteration 21Q: 3 clusters Score -192246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -192248.718750 Penalty: 718.213135
	Iteration 22Q: 3 clusters Score -192248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -192254.140625 Penalty: 718.213135
	Iteration 23Q: 3 clusters Score -192254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -192263.187500 Penalty: 718.213135
	Iteration 24Q: 3 clusters Score -192263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -192272.937500 Penalty: 718.213135
	Iteration 25Q: 3 clusters Score -192272.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -192282.671875 Penalty: 718.213135
	Iteration 26Q: 3 clusters Score -192282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -192291.750000 Penalty: 718.213135
	Iteration 27Q: 3 clusters Score -192291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -192300.906250 Penalty: 718.213135
	Iteration 28Q: 3 clusters Score -192300.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -192309.609375 Penalty: 718.213135
	Iteration 29Q: 3 clusters Score -192309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -192321.156250 Penalty: 718.213135
	Iteration 30Q: 3 clusters Score -192321.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -192342.484375 Penalty: 718.213135
	Iteration 31Q: 3 clusters Score -192342.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -192362.421875 Penalty: 718.213135
	Iteration 32Q: 3 clusters Score -192362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -192378.796875 Penalty: 718.213135
	Iteration 33Q: 3 clusters Score -192378.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -192397.093750 Penalty: 718.213135
	Iteration 34Q: 3 clusters Score -192397.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -192417.156250 Penalty: 718.213135
	Iteration 35Q: 3 clusters Score -192417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -192440.968750 Penalty: 718.213135
	Iteration 36Q: 3 clusters Score -192441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -192456.953125 Penalty: 718.213135
	Iteration 37Q: 3 clusters Score -192457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -192463.546875 Penalty: 718.213135
	Iteration 38Q: 3 clusters Score -192463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -192465.796875 Penalty: 718.213135
	Iteration 39Q: 3 clusters Score -192465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -192469.750000 Penalty: 718.213135
	Iteration 40F: 3 clusters Score -192469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -192470.578125 Penalty: 718.213135
	Iteration 41Q: 3 clusters Score -192470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -192472.234375 Penalty: 718.213135
	Iteration 42Q: 3 clusters Score -192472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -192472.296875 Penalty: 718.213135
	Iteration 43Q: 3 clusters Score -192472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -192472.906250 Penalty: 718.213135
	Iteration 44Q: 3 clusters Score -192472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -192473.171875 Penalty: 718.213135
	Iteration 45Q: 3 clusters Score -192473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -192473.687500 Penalty: 718.213135
	Iteration 46Q: 3 clusters Score -192473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -192474.484375 Penalty: 718.213135
	Iteration 47Q: 3 clusters Score -192474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -192475.156250 Penalty: 718.213135
	Iteration 48Q: 3 clusters Score -192475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -192475.609375 Penalty: 718.213135
	Iteration 49Q: 3 clusters Score -192475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -192475.609375 Penalty: 718.213135
	Iteration 50F: 3 clusters Score -192475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -136775.765625 Penalty: 338.204926
	Iteration 0F: 2 clusters Score -136775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135537.781250 Penalty: 676.409851
	Iteration 0F: 3 clusters Score -135537.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136010.609375 Penalty: 676.409851
	Iteration 1F: 3 clusters Score -136010.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -136162.859375 Penalty: 676.409851
	Iteration 2F: 3 clusters Score -136162.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136315.765625 Penalty: 676.409851
	Iteration 3F: 3 clusters Score -136315.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -136403.234375 Penalty: 676.409851
	Iteration 4F: 3 clusters Score -136403.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -136443.734375 Penalty: 676.409851
	Iteration 5Q: 3 clusters Score -136443.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -136460.953125 Penalty: 676.409851
	Iteration 6Q: 3 clusters Score -136461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -136468.703125 Penalty: 676.409851
	Iteration 7Q: 3 clusters Score -136468.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -136476.296875 Penalty: 676.409851
	Iteration 8Q: 3 clusters Score -136476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136483.734375 Penalty: 676.409851
	Iteration 9Q: 3 clusters Score -136483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136487.187500 Penalty: 676.409851
	Iteration 10Q: 3 clusters Score -136487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136489.437500 Penalty: 676.409851
	Iteration 11Q: 3 clusters Score -136489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136491.140625 Penalty: 676.409851
	Iteration 12Q: 3 clusters Score -136491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -136494.156250 Penalty: 676.409851
	Iteration 13Q: 3 clusters Score -136494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -136497.968750 Penalty: 676.409851
	Iteration 14Q: 3 clusters Score -136498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136499.968750 Penalty: 676.409851
	Iteration 15Q: 3 clusters Score -136500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136503.343750 Penalty: 676.409851
	Iteration 16Q: 3 clusters Score -136503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -136507.375000 Penalty: 676.409851
	Iteration 17Q: 3 clusters Score -136507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136508.390625 Penalty: 676.409851
	Iteration 18Q: 3 clusters Score -136508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136508.468750 Penalty: 676.409851
	Iteration 19Q: 3 clusters Score -136508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136508.593750 Penalty: 676.409851
	Iteration 20F: 3 clusters Score -136508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Entering Unmasked Estep 
Score: -1789468.125000 Penalty: 456.161530
	Iteration 0F: 2 clusters Score -1789468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1774427.625000 Penalty: 912.323059
	Iteration 0F: 3 clusters Score -1774428 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1780624.875000 Penalty: 912.323059
	Iteration 1F: 3 clusters Score -1780625 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1780771.125000 Penalty: 912.323059
	Iteration 2Q: 3 clusters Score -1780771 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1780970.625000 Penalty: 912.323059
	Iteration 3Q: 3 clusters Score -1780971 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1781203.000000 Penalty: 912.323059
	Iteration 4Q: 3 clusters Score -1781203 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1781475.000000 Penalty: 912.323059
	Iteration 5Q: 3 clusters Score -1781475 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1781835.875000 Penalty: 912.323059
	Iteration 6Q: 3 clusters Score -1781836 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1782389.875000 Penalty: 912.323059
	Iteration 7Q: 3 clusters Score -1782390 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1783196.250000 Penalty: 912.323059
	Iteration 8F: 3 clusters Score -1783196 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1784374.000000 Penalty: 912.323059
	Iteration 9F: 3 clusters Score -1784374 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1785768.375000 Penalty: 912.323059
	Iteration 10F: 3 clusters Score -1785768 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1786857.250000 Penalty: 912.323059
	Iteration 11F: 3 clusters Score -1786857 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1787572.000000 Penalty: 912.323059
	Iteration 12Q: 3 clusters Score -1787572 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1788052.375000 Penalty: 912.323059
	Iteration 13Q: 3 clusters Score -1788052 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1788364.375000 Penalty: 912.323059
	Iteration 14Q: 3 clusters Score -1788364 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1788550.750000 Penalty: 912.323059
	Iteration 15Q: 3 clusters Score -1788551 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1788661.125000 Penalty: 912.323059
	Iteration 16Q: 3 clusters Score -1788661 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1788727.500000 Penalty: 912.323059
	Iteration 17Q: 3 clusters Score -1788728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1788774.000000 Penalty: 912.323059
	Iteration 18Q: 3 clusters Score -1788774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1788808.875000 Penalty: 912.323059
	Iteration 19Q: 3 clusters Score -1788809 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1788828.375000 Penalty: 912.323059
	Iteration 20F: 3 clusters Score -1788828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1788853.000000 Penalty: 912.323059
	Iteration 21Q: 3 clusters Score -1788853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1788867.500000 Penalty: 912.323059
	Iteration 22Q: 3 clusters Score -1788868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1788877.750000 Penalty: 912.323059
	Iteration 23Q: 3 clusters Score -1788878 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1788895.625000 Penalty: 912.323059
	Iteration 24Q: 3 clusters Score -1788896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1788919.375000 Penalty: 912.323059
	Iteration 25Q: 3 clusters Score -1788919 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1788934.250000 Penalty: 912.323059
	Iteration 26Q: 3 clusters Score -1788934 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1788949.625000 Penalty: 912.323059
	Iteration 27Q: 3 clusters Score -1788950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1788965.375000 Penalty: 912.323059
	Iteration 28Q: 3 clusters Score -1788965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1788984.625000 Penalty: 912.323059
	Iteration 29Q: 3 clusters Score -1788985 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1788999.000000 Penalty: 912.323059
	Iteration 30Q: 3 clusters Score -1788999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1789003.875000 Penalty: 912.323059
	Iteration 31Q: 3 clusters Score -1789004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1789018.000000 Penalty: 912.323059
	Iteration 32Q: 3 clusters Score -1789018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1789025.750000 Penalty: 912.323059
	Iteration 33Q: 3 clusters Score -1789026 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1789032.375000 Penalty: 912.323059
	Iteration 34Q: 3 clusters Score -1789032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1789044.125000 Penalty: 912.323059
	Iteration 35Q: 3 clusters Score -1789044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1789047.000000 Penalty: 912.323059
	Iteration 36Q: 3 clusters Score -1789047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1789056.625000 Penalty: 912.323059
	Iteration 37Q: 3 clusters Score -1789057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1789063.625000 Penalty: 912.323059
	Iteration 38Q: 3 clusters Score -1789064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1789069.625000 Penalty: 912.323059
	Iteration 39Q: 3 clusters Score -1789070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1789071.000000 Penalty: 912.323059
	Iteration 40F: 3 clusters Score -1789071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1789076.125000 Penalty: 912.323059
	Iteration 41Q: 3 clusters Score -1789076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1789078.875000 Penalty: 912.323059
	Iteration 42Q: 3 clusters Score -1789079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1789082.375000 Penalty: 912.323059
	Iteration 43Q: 3 clusters Score -1789082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1789090.000000 Penalty: 912.323059
	Iteration 44Q: 3 clusters Score -1789090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1789094.500000 Penalty: 912.323059
	Iteration 45Q: 3 clusters Score -1789094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1789105.250000 Penalty: 912.323059
	Iteration 46Q: 3 clusters Score -1789105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1789114.750000 Penalty: 912.323059
	Iteration 47Q: 3 clusters Score -1789115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1789112.750000 Penalty: 912.323059
	Iteration 48Q: 3 clusters Score -1789113 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1789119.625000 Penalty: 912.323059
	Iteration 49Q: 3 clusters Score -1789120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1789122.500000 Penalty: 912.323059
	Iteration 50Q: 3 clusters Score -1789122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1789128.250000 Penalty: 912.323059
	Iteration 51Q: 3 clusters Score -1789128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1789135.000000 Penalty: 912.323059
	Iteration 52Q: 3 clusters Score -1789135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1789139.875000 Penalty: 912.323059
	Iteration 53Q: 3 clusters Score -1789140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1789136.250000 Penalty: 912.323059
	Iteration 54Q: 3 clusters Score -1789136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1789136.625000 Penalty: 912.323059
	Iteration 55Q: 3 clusters Score -1789137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1789142.625000 Penalty: 912.323059
	Iteration 56Q: 3 clusters Score -1789143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1789143.875000 Penalty: 912.323059
	Iteration 57Q: 3 clusters Score -1789144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1789146.750000 Penalty: 912.323059
	Iteration 58Q: 3 clusters Score -1789147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1789148.375000 Penalty: 912.323059
	Iteration 59Q: 3 clusters Score -1789148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1789150.000000 Penalty: 912.323059
	Iteration 60F: 3 clusters Score -1789150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1789150.625000 Penalty: 912.323059
	Iteration 61Q: 3 clusters Score -1789151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1789151.500000 Penalty: 912.323059
	Iteration 62Q: 3 clusters Score -1789152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1789154.125000 Penalty: 912.323059
	Iteration 63Q: 3 clusters Score -1789154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1789155.750000 Penalty: 912.323059
	Iteration 64Q: 3 clusters Score -1789156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1789156.500000 Penalty: 912.323059
	Iteration 65Q: 3 clusters Score -1789156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1789156.000000 Penalty: 912.323059
	Iteration 66Q: 3 clusters Score -1789156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1789158.750000 Penalty: 912.323059
	Iteration 67Q: 3 clusters Score -1789159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1789158.250000 Penalty: 912.323059
	Iteration 68Q: 3 clusters Score -1789158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1789157.875000 Penalty: 912.323059
	Iteration 69Q: 3 clusters Score -1789158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1789153.250000 Penalty: 912.323059
	Iteration 70Q: 3 clusters Score -1789153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1789153.000000 Penalty: 912.323059
	Iteration 71Q: 3 clusters Score -1789153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1789156.875000 Penalty: 912.323059
	Iteration 72Q: 3 clusters Score -1789157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1789157.750000 Penalty: 912.323059
	Iteration 73Q: 3 clusters Score -1789158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1789158.125000 Penalty: 912.323059
	Iteration 74Q: 3 clusters Score -1789158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1789158.750000 Penalty: 912.323059
	Iteration 75Q: 3 clusters Score -1789159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1789160.625000 Penalty: 912.323059
	Iteration 76Q: 3 clusters Score -1789161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1789160.250000 Penalty: 912.323059
	Iteration 77Q: 3 clusters Score -1789160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1789158.625000 Penalty: 912.323059
	Iteration 78Q: 3 clusters Score -1789159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1789158.750000 Penalty: 912.323059
	Iteration 79Q: 3 clusters Score -1789159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1789158.375000 Penalty: 912.323059
	Iteration 80F: 3 clusters Score -1789158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1789158.750000 Penalty: 912.323059
	Iteration 81Q: 3 clusters Score -1789159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1789159.625000 Penalty: 912.323059
	Iteration 82Q: 3 clusters Score -1789160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1789160.250000 Penalty: 912.323059
	Iteration 83Q: 3 clusters Score -1789160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1789160.500000 Penalty: 912.323059
	Iteration 84Q: 3 clusters Score -1789160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1789159.875000 Penalty: 912.323059
	Iteration 85Q: 3 clusters Score -1789160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1789159.625000 Penalty: 912.323059
	Iteration 86Q: 3 clusters Score -1789160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1789158.750000 Penalty: 912.323059
	Iteration 87Q: 3 clusters Score -1789159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1789160.625000 Penalty: 912.323059
	Iteration 88Q: 3 clusters Score -1789161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1789162.500000 Penalty: 912.323059
	Iteration 89Q: 3 clusters Score -1789162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1789163.250000 Penalty: 912.323059
	Iteration 90Q: 3 clusters Score -1789163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1789164.250000 Penalty: 912.323059
	Iteration 91Q: 3 clusters Score -1789164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1789162.875000 Penalty: 912.323059
	Iteration 92Q: 3 clusters Score -1789163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1789162.875000 Penalty: 912.323059
	Iteration 93F: 3 clusters Score -1789163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -56736.285156 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -56736.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -56019.574219 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -56019.57 nChanged 347
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: -56281.500000 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -56281.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56355.761719 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -56355.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -56383.605469 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -56383.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -56397.015625 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -56397.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -56408.503906 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -56408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -56420.347656 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -56420.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56433.308594 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -56433.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -56438.523438 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -56438.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56445.160156 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -56445.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56453.941406 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -56453.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -56457.917969 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -56457.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56460.320312 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -56460.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -56462.125000 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -56462.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -56462.855469 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -56462.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -56462.855469 Penalty: 609.990112
	Iteration 15F: 3 clusters Score -56462.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (31866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Entering Unmasked Estep 
Score: -2571231.750000 Penalty: 471.802917
	Iteration 0F: 2 clusters Score -2571232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2553180.500000 Penalty: 943.605835
	Iteration 0F: 3 clusters Score -2553180 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2562144.750000 Penalty: 943.605835
	Iteration 1F: 3 clusters Score -2562145 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2562768.750000 Penalty: 943.605835
	Iteration 2F: 3 clusters Score -2562769 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2563464.500000 Penalty: 943.605835
	Iteration 3F: 3 clusters Score -2563464 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2564106.750000 Penalty: 943.605835
	Iteration 4F: 3 clusters Score -2564107 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2564583.750000 Penalty: 943.605835
	Iteration 5F: 3 clusters Score -2564584 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2565061.500000 Penalty: 943.605835
	Iteration 6F: 3 clusters Score -2565062 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2565660.000000 Penalty: 943.605835
	Iteration 7Q: 3 clusters Score -2565660 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -2566721.250000 Penalty: 943.605835
	Iteration 8Q: 3 clusters Score -2566721 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2567586.750000 Penalty: 943.605835
	Iteration 9Q: 3 clusters Score -2567587 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2568551.250000 Penalty: 943.605835
	Iteration 10Q: 3 clusters Score -2568551 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -2569174.500000 Penalty: 943.605835
	Iteration 11Q: 3 clusters Score -2569174 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2569506.000000 Penalty: 943.605835
	Iteration 12Q: 3 clusters Score -2569506 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2569792.750000 Penalty: 943.605835
	Iteration 13Q: 3 clusters Score -2569793 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2569992.250000 Penalty: 943.605835
	Iteration 14Q: 3 clusters Score -2569992 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2570229.250000 Penalty: 943.605835
	Iteration 15Q: 3 clusters Score -2570229 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2570564.000000 Penalty: 943.605835
	Iteration 16Q: 3 clusters Score -2570564 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2571026.750000 Penalty: 943.605835
	Iteration 17Q: 3 clusters Score -2571027 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2571335.250000 Penalty: 943.605835
	Iteration 18Q: 3 clusters Score -2571335 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2571624.750000 Penalty: 943.605835
	Iteration 19Q: 3 clusters Score -2571625 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2572017.500000 Penalty: 943.605835
	Iteration 20F: 3 clusters Score -2572018 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2572312.250000 Penalty: 943.605835
	Iteration 21Q: 3 clusters Score -2572312 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2572581.750000 Penalty: 943.605835
	Iteration 22Q: 3 clusters Score -2572582 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2572750.500000 Penalty: 943.605835
	Iteration 23Q: 3 clusters Score -2572750 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2572862.750000 Penalty: 943.605835
	Iteration 24Q: 3 clusters Score -2572863 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2572927.000000 Penalty: 943.605835
	Iteration 25Q: 3 clusters Score -2572927 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2573019.000000 Penalty: 943.605835
	Iteration 26Q: 3 clusters Score -2573019 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2573078.250000 Penalty: 943.605835
	Iteration 27Q: 3 clusters Score -2573078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2573105.250000 Penalty: 943.605835
	Iteration 28Q: 3 clusters Score -2573105 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2573131.250000 Penalty: 943.605835
	Iteration 29Q: 3 clusters Score -2573131 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2573141.000000 Penalty: 943.605835
	Iteration 30Q: 3 clusters Score -2573141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2573157.750000 Penalty: 943.605835
	Iteration 31Q: 3 clusters Score -2573158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2573170.750000 Penalty: 943.605835
	Iteration 32Q: 3 clusters Score -2573171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2573172.750000 Penalty: 943.605835
	Iteration 33Q: 3 clusters Score -2573173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2573183.500000 Penalty: 943.605835
	Iteration 34Q: 3 clusters Score -2573184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2573181.500000 Penalty: 943.605835
	Iteration 35Q: 3 clusters Score -2573182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2573179.500000 Penalty: 943.605835
	Iteration 36Q: 3 clusters Score -2573180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2573186.250000 Penalty: 943.605835
	Iteration 37Q: 3 clusters Score -2573186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2573185.750000 Penalty: 943.605835
	Iteration 38Q: 3 clusters Score -2573186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2573194.250000 Penalty: 943.605835
	Iteration 39Q: 3 clusters Score -2573194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2573193.250000 Penalty: 943.605835
	Iteration 40F: 3 clusters Score -2573193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2573191.000000 Penalty: 943.605835
	Iteration 41Q: 3 clusters Score -2573191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2573197.250000 Penalty: 943.605835
	Iteration 42Q: 3 clusters Score -2573197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2573195.000000 Penalty: 943.605835
	Iteration 43Q: 3 clusters Score -2573195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2573194.500000 Penalty: 943.605835
	Iteration 44Q: 3 clusters Score -2573194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2573191.250000 Penalty: 943.605835
	Iteration 45Q: 3 clusters Score -2573191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2573189.250000 Penalty: 943.605835
	Iteration 46Q: 3 clusters Score -2573189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2573189.250000 Penalty: 943.605835
	Iteration 47F: 3 clusters Score -2573189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 226 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Mstep: Class 63 contains 20906 members 
Entering Unmasked Estep 
Score: -42143964.000000 Penalty: 37921.996094
Splitting cluster 35 changes total score from -42141700.000000 to -42143964.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 158 members 
Entering Unmasked Estep 
Score: -20790.416016 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20790.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20894.292969 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20894.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20937.826172 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20937.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20956.986328 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20956.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20977.923828 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20977.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -20995.066406 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20995.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21002.160156 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21002.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21004.638672 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21004.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21008.648438 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21008.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21051.156250 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21051.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21055.488281 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -21055.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21056.093750 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -21056.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21056.609375 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -21056.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21056.982422 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -21056.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21056.982422 Penalty: 522.321167
	Iteration 14F: 3 clusters Score -21056.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -376097.781250 Penalty: 383.331085
	Iteration 0F: 2 clusters Score -376097.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -373016.562500 Penalty: 766.662170
	Iteration 0F: 3 clusters Score -373016.6 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -374183.500000 Penalty: 766.662170
	Iteration 1F: 3 clusters Score -374183.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -374342.187500 Penalty: 766.662170
	Iteration 2F: 3 clusters Score -374342.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -374524.625000 Penalty: 766.662170
	Iteration 3F: 3 clusters Score -374524.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -374710.718750 Penalty: 766.662170
	Iteration 4F: 3 clusters Score -374710.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -374906.125000 Penalty: 766.662170
	Iteration 5F: 3 clusters Score -374906.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -375121.187500 Penalty: 766.662170
	Iteration 6F: 3 clusters Score -375121.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -375297.281250 Penalty: 766.662170
	Iteration 7Q: 3 clusters Score -375297.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -375442.875000 Penalty: 766.662170
	Iteration 8Q: 3 clusters Score -375442.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -375545.281250 Penalty: 766.662170
	Iteration 9Q: 3 clusters Score -375545.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -375583.843750 Penalty: 766.662170
	Iteration 10Q: 3 clusters Score -375583.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -375607.531250 Penalty: 766.662170
	Iteration 11Q: 3 clusters Score -375607.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -375635.031250 Penalty: 766.662170
	Iteration 12Q: 3 clusters Score -375635 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -375662.500000 Penalty: 766.662170
	Iteration 13Q: 3 clusters Score -375662.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -375689.312500 Penalty: 766.662170
	Iteration 14Q: 3 clusters Score -375689.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -375710.718750 Penalty: 766.662170
	Iteration 15Q: 3 clusters Score -375710.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -375728.812500 Penalty: 766.662170
	Iteration 16Q: 3 clusters Score -375728.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -375744.968750 Penalty: 766.662170
	Iteration 17Q: 3 clusters Score -375745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -375760.687500 Penalty: 766.662170
	Iteration 18Q: 3 clusters Score -375760.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -375771.062500 Penalty: 766.662170
	Iteration 19Q: 3 clusters Score -375771.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -375775.218750 Penalty: 766.662170
	Iteration 20F: 3 clusters Score -375775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -375781.218750 Penalty: 766.662170
	Iteration 21Q: 3 clusters Score -375781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -375784.312500 Penalty: 766.662170
	Iteration 22Q: 3 clusters Score -375784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -375784.750000 Penalty: 766.662170
	Iteration 23Q: 3 clusters Score -375784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -375786.000000 Penalty: 766.662170
	Iteration 24Q: 3 clusters Score -375786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -375789.468750 Penalty: 766.662170
	Iteration 25Q: 3 clusters Score -375789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -375790.875000 Penalty: 766.662170
	Iteration 26Q: 3 clusters Score -375790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -375791.500000 Penalty: 766.662170
	Iteration 27Q: 3 clusters Score -375791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -375791.968750 Penalty: 766.662170
	Iteration 28Q: 3 clusters Score -375792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -375792.687500 Penalty: 766.662170
	Iteration 29Q: 3 clusters Score -375792.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -375792.687500 Penalty: 766.662170
	Iteration 30F: 3 clusters Score -375792.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -730157.375000 Penalty: 413.717041
	Iteration 0F: 2 clusters Score -730157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -724317.437500 Penalty: 827.434082
	Iteration 0F: 3 clusters Score -724317.4 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -726710.125000 Penalty: 827.434082
	Iteration 1F: 3 clusters Score -726710.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -726880.375000 Penalty: 827.434082
	Iteration 2Q: 3 clusters Score -726880.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -727022.062500 Penalty: 827.434082
	Iteration 3Q: 3 clusters Score -727022.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -727231.125000 Penalty: 827.434082
	Iteration 4Q: 3 clusters Score -727231.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -727520.687500 Penalty: 827.434082
	Iteration 5Q: 3 clusters Score -727520.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -727874.125000 Penalty: 827.434082
	Iteration 6F: 3 clusters Score -727874.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -728156.750000 Penalty: 827.434082
	Iteration 7F: 3 clusters Score -728156.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -728277.687500 Penalty: 827.434082
	Iteration 8Q: 3 clusters Score -728277.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -728336.187500 Penalty: 827.434082
	Iteration 9Q: 3 clusters Score -728336.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -728375.375000 Penalty: 827.434082
	Iteration 10Q: 3 clusters Score -728375.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -728406.250000 Penalty: 827.434082
	Iteration 11Q: 3 clusters Score -728406.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -728417.625000 Penalty: 827.434082
	Iteration 12Q: 3 clusters Score -728417.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -728434.937500 Penalty: 827.434082
	Iteration 13Q: 3 clusters Score -728434.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -728449.750000 Penalty: 827.434082
	Iteration 14Q: 3 clusters Score -728449.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -728466.125000 Penalty: 827.434082
	Iteration 15Q: 3 clusters Score -728466.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -728489.687500 Penalty: 827.434082
	Iteration 16Q: 3 clusters Score -728489.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -728514.625000 Penalty: 827.434082
	Iteration 17Q: 3 clusters Score -728514.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -728549.375000 Penalty: 827.434082
	Iteration 18Q: 3 clusters Score -728549.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -728575.687500 Penalty: 827.434082
	Iteration 19Q: 3 clusters Score -728575.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -728612.750000 Penalty: 827.434082
	Iteration 20F: 3 clusters Score -728612.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -728663.687500 Penalty: 827.434082
	Iteration 21Q: 3 clusters Score -728663.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -728714.812500 Penalty: 827.434082
	Iteration 22Q: 3 clusters Score -728714.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -728782.812500 Penalty: 827.434082
	Iteration 23Q: 3 clusters Score -728782.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -728870.812500 Penalty: 827.434082
	Iteration 24Q: 3 clusters Score -728870.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -728987.187500 Penalty: 827.434082
	Iteration 25Q: 3 clusters Score -728987.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -729095.062500 Penalty: 827.434082
	Iteration 26Q: 3 clusters Score -729095.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -729181.187500 Penalty: 827.434082
	Iteration 27Q: 3 clusters Score -729181.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -729266.000000 Penalty: 827.434082
	Iteration 28Q: 3 clusters Score -729266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -729346.437500 Penalty: 827.434082
	Iteration 29Q: 3 clusters Score -729346.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -729430.500000 Penalty: 827.434082
	Iteration 30Q: 3 clusters Score -729430.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -729497.937500 Penalty: 827.434082
	Iteration 31Q: 3 clusters Score -729497.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -729528.562500 Penalty: 827.434082
	Iteration 32Q: 3 clusters Score -729528.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -729541.187500 Penalty: 827.434082
	Iteration 33Q: 3 clusters Score -729541.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -729549.000000 Penalty: 827.434082
	Iteration 34Q: 3 clusters Score -729549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -729556.687500 Penalty: 827.434082
	Iteration 35Q: 3 clusters Score -729556.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -729553.312500 Penalty: 827.434082
	Iteration 36Q: 3 clusters Score -729553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -729556.625000 Penalty: 827.434082
	Iteration 37Q: 3 clusters Score -729556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -729550.937500 Penalty: 827.434082
	Iteration 38Q: 3 clusters Score -729550.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -729552.000000 Penalty: 827.434082
	Iteration 39Q: 3 clusters Score -729552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -729554.812500 Penalty: 827.434082
	Iteration 40F: 3 clusters Score -729554.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -729557.250000 Penalty: 827.434082
	Iteration 41Q: 3 clusters Score -729557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -729563.500000 Penalty: 827.434082
	Iteration 42Q: 3 clusters Score -729563.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -729561.750000 Penalty: 827.434082
	Iteration 43Q: 3 clusters Score -729561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -729568.750000 Penalty: 827.434082
	Iteration 44Q: 3 clusters Score -729568.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -729572.000000 Penalty: 827.434082
	Iteration 45Q: 3 clusters Score -729572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -729574.000000 Penalty: 827.434082
	Iteration 46Q: 3 clusters Score -729574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -729574.562500 Penalty: 827.434082
	Iteration 47Q: 3 clusters Score -729574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -729569.562500 Penalty: 827.434082
	Iteration 48Q: 3 clusters Score -729569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -729567.812500 Penalty: 827.434082
	Iteration 49Q: 3 clusters Score -729567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -729568.312500 Penalty: 827.434082
	Iteration 50Q: 3 clusters Score -729568.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -729568.312500 Penalty: 827.434082
	Iteration 51F: 3 clusters Score -729568.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -92422.226562 Penalty: 324.962646
	Iteration 0F: 2 clusters Score -92422.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -91482.820312 Penalty: 649.925293
	Iteration 0F: 3 clusters Score -91482.82 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -91877.750000 Penalty: 649.925293
	Iteration 1F: 3 clusters Score -91877.75 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -92022.703125 Penalty: 649.925293
	Iteration 2F: 3 clusters Score -92022.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -92120.898438 Penalty: 649.925293
	Iteration 3F: 3 clusters Score -92120.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -92167.171875 Penalty: 649.925293
	Iteration 4F: 3 clusters Score -92167.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92193.195312 Penalty: 649.925293
	Iteration 5Q: 3 clusters Score -92193.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92207.742188 Penalty: 649.925293
	Iteration 6Q: 3 clusters Score -92207.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92214.375000 Penalty: 649.925293
	Iteration 7Q: 3 clusters Score -92214.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92219.687500 Penalty: 649.925293
	Iteration 8Q: 3 clusters Score -92219.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92224.210938 Penalty: 649.925293
	Iteration 9Q: 3 clusters Score -92224.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92225.562500 Penalty: 649.925293
	Iteration 10Q: 3 clusters Score -92225.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92227.617188 Penalty: 649.925293
	Iteration 11Q: 3 clusters Score -92227.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92229.296875 Penalty: 649.925293
	Iteration 12Q: 3 clusters Score -92229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -92231.273438 Penalty: 649.925293
	Iteration 13Q: 3 clusters Score -92231.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92232.617188 Penalty: 649.925293
	Iteration 14Q: 3 clusters Score -92232.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92233.906250 Penalty: 649.925293
	Iteration 15Q: 3 clusters Score -92233.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92234.859375 Penalty: 649.925293
	Iteration 16Q: 3 clusters Score -92234.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92235.703125 Penalty: 649.925293
	Iteration 17Q: 3 clusters Score -92235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92236.242188 Penalty: 649.925293
	Iteration 18Q: 3 clusters Score -92236.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92236.843750 Penalty: 649.925293
	Iteration 19Q: 3 clusters Score -92236.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -92237.023438 Penalty: 649.925293
	Iteration 20F: 3 clusters Score -92237.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -28466.841797 Penalty: 281.096466
	Iteration 0F: 2 clusters Score -28466.84 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 249 members 
Entering Unmasked Estep 
Score: -27984.185547 Penalty: 562.192932
	Iteration 0F: 3 clusters Score -27984.19 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28121.998047 Penalty: 562.192932
	Iteration 1F: 3 clusters Score -28122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28188.015625 Penalty: 562.192932
	Iteration 2F: 3 clusters Score -28188.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28255.144531 Penalty: 562.192932
	Iteration 3F: 3 clusters Score -28255.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28296.843750 Penalty: 562.192932
	Iteration 4F: 3 clusters Score -28296.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28324.328125 Penalty: 562.192932
	Iteration 5Q: 3 clusters Score -28324.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28354.419922 Penalty: 562.192932
	Iteration 6Q: 3 clusters Score -28354.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28371.658203 Penalty: 562.192932
	Iteration 7Q: 3 clusters Score -28371.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28384.314453 Penalty: 562.192932
	Iteration 8Q: 3 clusters Score -28384.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28395.044922 Penalty: 562.192932
	Iteration 9Q: 3 clusters Score -28395.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -28397.849609 Penalty: 562.192932
	Iteration 10Q: 3 clusters Score -28397.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28398.798828 Penalty: 562.192932
	Iteration 11Q: 3 clusters Score -28398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28400.359375 Penalty: 562.192932
	Iteration 12Q: 3 clusters Score -28400.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28400.656250 Penalty: 562.192932
	Iteration 13Q: 3 clusters Score -28400.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28400.656250 Penalty: 562.192932
	Iteration 14F: 3 clusters Score -28400.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -41367.234375 Penalty: 290.218384
	Iteration 0F: 2 clusters Score -41367.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40811.367188 Penalty: 580.436768
	Iteration 0F: 3 clusters Score -40811.37 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -40934.882812 Penalty: 580.436768
	Iteration 1F: 3 clusters Score -40934.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40960.527344 Penalty: 580.436768
	Iteration 2F: 3 clusters Score -40960.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40989.679688 Penalty: 580.436768
	Iteration 3Q: 3 clusters Score -40989.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -41007.039062 Penalty: 580.436768
	Iteration 4Q: 3 clusters Score -41007.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41021.171875 Penalty: 580.436768
	Iteration 5Q: 3 clusters Score -41021.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41033.269531 Penalty: 580.436768
	Iteration 6Q: 3 clusters Score -41033.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41043.941406 Penalty: 580.436768
	Iteration 7Q: 3 clusters Score -41043.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -41051.070312 Penalty: 580.436768
	Iteration 8Q: 3 clusters Score -41051.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41057.468750 Penalty: 580.436768
	Iteration 9Q: 3 clusters Score -41057.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -41067.734375 Penalty: 580.436768
	Iteration 10Q: 3 clusters Score -41067.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -41080.722656 Penalty: 580.436768
	Iteration 11Q: 3 clusters Score -41080.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -41088.621094 Penalty: 580.436768
	Iteration 12Q: 3 clusters Score -41088.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41098.019531 Penalty: 580.436768
	Iteration 13Q: 3 clusters Score -41098.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -41104.464844 Penalty: 580.436768
	Iteration 14Q: 3 clusters Score -41104.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41114.207031 Penalty: 580.436768
	Iteration 15Q: 3 clusters Score -41114.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -41119.308594 Penalty: 580.436768
	Iteration 16Q: 3 clusters Score -41119.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41121.593750 Penalty: 580.436768
	Iteration 17Q: 3 clusters Score -41121.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41121.902344 Penalty: 580.436768
	Iteration 18Q: 3 clusters Score -41121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41121.984375 Penalty: 580.436768
	Iteration 19Q: 3 clusters Score -41121.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41121.984375 Penalty: 580.436768
	Iteration 20F: 3 clusters Score -41121.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (43224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Entering Unmasked Estep 
Score: -3451440.250000 Penalty: 485.673889
	Iteration 0F: 2 clusters Score -3451440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3424908.000000 Penalty: 971.347778
	Iteration 0F: 3 clusters Score -3424908 nChanged 20947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3437449.250000 Penalty: 971.347778
	Iteration 1F: 3 clusters Score -3437449 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3438407.250000 Penalty: 971.347778
	Iteration 2Q: 3 clusters Score -3438407 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3439963.250000 Penalty: 971.347778
	Iteration 3F: 3 clusters Score -3439963 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3442099.500000 Penalty: 971.347778
	Iteration 4F: 3 clusters Score -3442100 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3444465.500000 Penalty: 971.347778
	Iteration 5F: 3 clusters Score -3444466 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3445886.250000 Penalty: 971.347778
	Iteration 6F: 3 clusters Score -3445886 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3446312.250000 Penalty: 971.347778
	Iteration 7Q: 3 clusters Score -3446312 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3446464.750000 Penalty: 971.347778
	Iteration 8Q: 3 clusters Score -3446465 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3446581.250000 Penalty: 971.347778
	Iteration 9Q: 3 clusters Score -3446581 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3446687.750000 Penalty: 971.347778
	Iteration 10Q: 3 clusters Score -3446688 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3446742.000000 Penalty: 971.347778
	Iteration 11Q: 3 clusters Score -3446742 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3446785.000000 Penalty: 971.347778
	Iteration 12Q: 3 clusters Score -3446785 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3446837.250000 Penalty: 971.347778
	Iteration 13Q: 3 clusters Score -3446837 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3446934.750000 Penalty: 971.347778
	Iteration 14Q: 3 clusters Score -3446935 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3446911.000000 Penalty: 971.347778
	Iteration 15Q: 3 clusters Score -3446911 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3446867.750000 Penalty: 971.347778
	Iteration 16Q: 3 clusters Score -3446868 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3446903.000000 Penalty: 971.347778
	Iteration 17Q: 3 clusters Score -3446903 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3447023.000000 Penalty: 971.347778
	Iteration 18Q: 3 clusters Score -3447023 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -3447101.000000 Penalty: 971.347778
	Iteration 19Q: 3 clusters Score -3447101 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -3447223.000000 Penalty: 971.347778
	Iteration 20F: 3 clusters Score -3447223 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3447312.500000 Penalty: 971.347778
	Iteration 21Q: 3 clusters Score -3447312 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -3447661.000000 Penalty: 971.347778
	Iteration 22Q: 3 clusters Score -3447661 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -3447924.750000 Penalty: 971.347778
	Iteration 23Q: 3 clusters Score -3447925 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -3448150.750000 Penalty: 971.347778
	Iteration 24Q: 3 clusters Score -3448151 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -3448424.500000 Penalty: 971.347778
	Iteration 25Q: 3 clusters Score -3448424 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -3448619.750000 Penalty: 971.347778
	Iteration 26Q: 3 clusters Score -3448620 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3448843.000000 Penalty: 971.347778
	Iteration 27Q: 3 clusters Score -3448843 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -3449060.500000 Penalty: 971.347778
	Iteration 28Q: 3 clusters Score -3449060 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -3449274.750000 Penalty: 971.347778
	Iteration 29Q: 3 clusters Score -3449275 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3449490.250000 Penalty: 971.347778
	Iteration 30Q: 3 clusters Score -3449490 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -3449695.000000 Penalty: 971.347778
	Iteration 31Q: 3 clusters Score -3449695 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -3449863.000000 Penalty: 971.347778
	Iteration 32Q: 3 clusters Score -3449863 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -3450022.500000 Penalty: 971.347778
	Iteration 33Q: 3 clusters Score -3450022 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -3450131.000000 Penalty: 971.347778
	Iteration 34Q: 3 clusters Score -3450131 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3450192.750000 Penalty: 971.347778
	Iteration 35Q: 3 clusters Score -3450193 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3450255.750000 Penalty: 971.347778
	Iteration 36Q: 3 clusters Score -3450256 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -3450343.500000 Penalty: 971.347778
	Iteration 37Q: 3 clusters Score -3450344 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -3450389.750000 Penalty: 971.347778
	Iteration 38Q: 3 clusters Score -3450390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3450436.000000 Penalty: 971.347778
	Iteration 39Q: 3 clusters Score -3450436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -3450752.000000 Penalty: 971.347778
	Iteration 40F: 3 clusters Score -3450752 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -3450781.500000 Penalty: 971.347778
	Iteration 41Q: 3 clusters Score -3450782 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3450808.250000 Penalty: 971.347778
	Iteration 42Q: 3 clusters Score -3450808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3450844.750000 Penalty: 971.347778
	Iteration 43Q: 3 clusters Score -3450845 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -3450856.000000 Penalty: 971.347778
	Iteration 44Q: 3 clusters Score -3450856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3450868.750000 Penalty: 971.347778
	Iteration 45Q: 3 clusters Score -3450869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3450866.500000 Penalty: 971.347778
	Iteration 46Q: 3 clusters Score -3450866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3450885.750000 Penalty: 971.347778
	Iteration 47Q: 3 clusters Score -3450886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3450908.000000 Penalty: 971.347778
	Iteration 48Q: 3 clusters Score -3450908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -3450896.750000 Penalty: 971.347778
	Iteration 49Q: 3 clusters Score -3450897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -3450897.750000 Penalty: 971.347778
	Iteration 50Q: 3 clusters Score -3450898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3450898.000000 Penalty: 971.347778
	Iteration 51Q: 3 clusters Score -3450898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3450900.750000 Penalty: 971.347778
	Iteration 52Q: 3 clusters Score -3450901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3450899.250000 Penalty: 971.347778
	Iteration 53Q: 3 clusters Score -3450899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -3450892.000000 Penalty: 971.347778
	Iteration 54Q: 3 clusters Score -3450892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3450888.000000 Penalty: 971.347778
	Iteration 55Q: 3 clusters Score -3450888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -3450891.000000 Penalty: 971.347778
	Iteration 56Q: 3 clusters Score -3450891 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -3450867.000000 Penalty: 971.347778
	Iteration 57Q: 3 clusters Score -3450867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3450864.000000 Penalty: 971.347778
	Iteration 58Q: 3 clusters Score -3450864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -3450877.750000 Penalty: 971.347778
	Iteration 59Q: 3 clusters Score -3450878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -3450868.750000 Penalty: 971.347778
	Iteration 60F: 3 clusters Score -3450869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -3450841.500000 Penalty: 971.347778
	Iteration 61Q: 3 clusters Score -3450842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -3450835.750000 Penalty: 971.347778
	Iteration 62Q: 3 clusters Score -3450836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -3450820.500000 Penalty: 971.347778
	Iteration 63Q: 3 clusters Score -3450820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -3450828.750000 Penalty: 971.347778
	Iteration 64Q: 3 clusters Score -3450829 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -3450864.250000 Penalty: 971.347778
	Iteration 65Q: 3 clusters Score -3450864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3450887.750000 Penalty: 971.347778
	Iteration 66Q: 3 clusters Score -3450888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -3450933.500000 Penalty: 971.347778
	Iteration 67Q: 3 clusters Score -3450934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -3450975.500000 Penalty: 971.347778
	Iteration 68Q: 3 clusters Score -3450976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3450992.500000 Penalty: 971.347778
	Iteration 69Q: 3 clusters Score -3450992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3451012.000000 Penalty: 971.347778
	Iteration 70Q: 3 clusters Score -3451012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3451015.750000 Penalty: 971.347778
	Iteration 71Q: 3 clusters Score -3451016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -3451013.000000 Penalty: 971.347778
	Iteration 72Q: 3 clusters Score -3451013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3451017.250000 Penalty: 971.347778
	Iteration 73Q: 3 clusters Score -3451017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -3451021.750000 Penalty: 971.347778
	Iteration 74Q: 3 clusters Score -3451022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -3451036.000000 Penalty: 971.347778
	Iteration 75Q: 3 clusters Score -3451036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3451034.500000 Penalty: 971.347778
	Iteration 76Q: 3 clusters Score -3451034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3451049.000000 Penalty: 971.347778
	Iteration 77Q: 3 clusters Score -3451049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -3451054.500000 Penalty: 971.347778
	Iteration 78Q: 3 clusters Score -3451054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3451055.500000 Penalty: 971.347778
	Iteration 79Q: 3 clusters Score -3451056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3451059.000000 Penalty: 971.347778
	Iteration 80F: 3 clusters Score -3451059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -3451053.250000 Penalty: 971.347778
	Iteration 81Q: 3 clusters Score -3451053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3451046.250000 Penalty: 971.347778
	Iteration 82Q: 3 clusters Score -3451046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -3451060.500000 Penalty: 971.347778
	Iteration 83Q: 3 clusters Score -3451060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -3451056.250000 Penalty: 971.347778
	Iteration 84Q: 3 clusters Score -3451056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3451057.500000 Penalty: 971.347778
	Iteration 85Q: 3 clusters Score -3451058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3451061.000000 Penalty: 971.347778
	Iteration 86Q: 3 clusters Score -3451061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3451064.250000 Penalty: 971.347778
	Iteration 87Q: 3 clusters Score -3451064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -3451063.750000 Penalty: 971.347778
	Iteration 88Q: 3 clusters Score -3451064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -3451067.000000 Penalty: 971.347778
	Iteration 89Q: 3 clusters Score -3451067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -3451065.250000 Penalty: 971.347778
	Iteration 90Q: 3 clusters Score -3451065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3451079.500000 Penalty: 971.347778
	Iteration 91Q: 3 clusters Score -3451080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3451082.500000 Penalty: 971.347778
	Iteration 92Q: 3 clusters Score -3451082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3451084.000000 Penalty: 971.347778
	Iteration 93Q: 3 clusters Score -3451084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -3451093.250000 Penalty: 971.347778
	Iteration 94Q: 3 clusters Score -3451093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -3451095.500000 Penalty: 971.347778
	Iteration 95Q: 3 clusters Score -3451096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3451103.250000 Penalty: 971.347778
	Iteration 96Q: 3 clusters Score -3451103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -3451104.000000 Penalty: 971.347778
	Iteration 97Q: 3 clusters Score -3451104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -3451103.000000 Penalty: 971.347778
	Iteration 98Q: 3 clusters Score -3451103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -3451103.000000 Penalty: 971.347778
	Iteration 99F: 3 clusters Score -3451103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -215918.359375 Penalty: 359.259277
	Iteration 0F: 2 clusters Score -215918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -214059.593750 Penalty: 718.518555
	Iteration 0F: 3 clusters Score -214059.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -214719.750000 Penalty: 718.518555
	Iteration 1F: 3 clusters Score -214719.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214883.859375 Penalty: 718.518555
	Iteration 2F: 3 clusters Score -214883.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215070.531250 Penalty: 718.518555
	Iteration 3F: 3 clusters Score -215070.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215270.375000 Penalty: 718.518555
	Iteration 4F: 3 clusters Score -215270.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215441.812500 Penalty: 718.518555
	Iteration 5F: 3 clusters Score -215441.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -215534.062500 Penalty: 718.518555
	Iteration 6Q: 3 clusters Score -215534.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -215588.968750 Penalty: 718.518555
	Iteration 7Q: 3 clusters Score -215589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215620.750000 Penalty: 718.518555
	Iteration 8Q: 3 clusters Score -215620.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -215643.671875 Penalty: 718.518555
	Iteration 9Q: 3 clusters Score -215643.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215657.312500 Penalty: 718.518555
	Iteration 10Q: 3 clusters Score -215657.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -215668.406250 Penalty: 718.518555
	Iteration 11Q: 3 clusters Score -215668.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215675.796875 Penalty: 718.518555
	Iteration 12Q: 3 clusters Score -215675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -215678.953125 Penalty: 718.518555
	Iteration 13Q: 3 clusters Score -215679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -215683.125000 Penalty: 718.518555
	Iteration 14Q: 3 clusters Score -215683.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215685.265625 Penalty: 718.518555
	Iteration 15Q: 3 clusters Score -215685.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -215686.828125 Penalty: 718.518555
	Iteration 16Q: 3 clusters Score -215686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -215686.828125 Penalty: 718.518555
	Iteration 17F: 3 clusters Score -215686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -13004.044922 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -13004.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12741.745117 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -12741.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12872.836914 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -12872.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12927.603516 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -12927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13006.048828 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -13006.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13067.717773 Penalty: 493.268707
	Iteration 4F: 3 clusters Score -13067.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13113.992188 Penalty: 493.268707
	Iteration 5F: 3 clusters Score -13113.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13138.958984 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -13138.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13193.413086 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -13193.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13222.464844 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -13222.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13223.597656 Penalty: 493.268707
	Iteration 9Q: 3 clusters Score -13223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13225.074219 Penalty: 493.268707
	Iteration 10Q: 3 clusters Score -13225.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13225.074219 Penalty: 493.268707
	Iteration 11F: 3 clusters Score -13225.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 112 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 38523 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Mstep: Class 63 contains 20906 members 
Mstep: Class 64 contains 114 members 
Entering Unmasked Estep 
Score: -42143824.000000 Penalty: 38523.929688
Splitting cluster 44 changes total score from -42141700.000000 to -42143824.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -67777.367188 Penalty: 314.665405
	Iteration 0F: 2 clusters Score -67777.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -66944.671875 Penalty: 629.330811
	Iteration 0F: 3 clusters Score -66944.67 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -67184.773438 Penalty: 629.330811
	Iteration 1F: 3 clusters Score -67184.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67266.523438 Penalty: 629.330811
	Iteration 2F: 3 clusters Score -67266.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67316.640625 Penalty: 629.330811
	Iteration 3F: 3 clusters Score -67316.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67364.156250 Penalty: 629.330811
	Iteration 4F: 3 clusters Score -67364.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67391.578125 Penalty: 629.330811
	Iteration 5Q: 3 clusters Score -67391.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67412.640625 Penalty: 629.330811
	Iteration 6Q: 3 clusters Score -67412.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67429.281250 Penalty: 629.330811
	Iteration 7Q: 3 clusters Score -67429.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67446.789062 Penalty: 629.330811
	Iteration 8Q: 3 clusters Score -67446.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67459.539062 Penalty: 629.330811
	Iteration 9Q: 3 clusters Score -67459.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67474.976562 Penalty: 629.330811
	Iteration 10Q: 3 clusters Score -67474.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67490.445312 Penalty: 629.330811
	Iteration 11Q: 3 clusters Score -67490.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67499.640625 Penalty: 629.330811
	Iteration 12Q: 3 clusters Score -67499.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67503.296875 Penalty: 629.330811
	Iteration 13Q: 3 clusters Score -67503.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67504.242188 Penalty: 629.330811
	Iteration 14Q: 3 clusters Score -67504.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67504.468750 Penalty: 629.330811
	Iteration 15Q: 3 clusters Score -67504.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67504.929688 Penalty: 629.330811
	Iteration 16Q: 3 clusters Score -67504.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67504.929688 Penalty: 629.330811
	Iteration 17F: 3 clusters Score -67504.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (38523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Entering Unmasked Estep 
Score: -3110439.500000 Penalty: 480.434967
	Iteration 0F: 2 clusters Score -3110440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3088050.750000 Penalty: 960.869934
	Iteration 0F: 3 clusters Score -3088051 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3099425.750000 Penalty: 960.869934
	Iteration 1F: 3 clusters Score -3099426 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3100336.750000 Penalty: 960.869934
	Iteration 2F: 3 clusters Score -3100337 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3101485.250000 Penalty: 960.869934
	Iteration 3F: 3 clusters Score -3101485 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3102947.250000 Penalty: 960.869934
	Iteration 4F: 3 clusters Score -3102947 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3104512.250000 Penalty: 960.869934
	Iteration 5F: 3 clusters Score -3104512 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3105931.000000 Penalty: 960.869934
	Iteration 6F: 3 clusters Score -3105931 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3106802.500000 Penalty: 960.869934
	Iteration 7F: 3 clusters Score -3106802 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3107377.500000 Penalty: 960.869934
	Iteration 8Q: 3 clusters Score -3107378 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3108025.750000 Penalty: 960.869934
	Iteration 9Q: 3 clusters Score -3108026 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3108773.000000 Penalty: 960.869934
	Iteration 10Q: 3 clusters Score -3108773 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3109710.250000 Penalty: 960.869934
	Iteration 11Q: 3 clusters Score -3109710 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3110648.250000 Penalty: 960.869934
	Iteration 12Q: 3 clusters Score -3110648 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3111515.000000 Penalty: 960.869934
	Iteration 13Q: 3 clusters Score -3111515 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3112030.000000 Penalty: 960.869934
	Iteration 14Q: 3 clusters Score -3112030 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3112327.250000 Penalty: 960.869934
	Iteration 15Q: 3 clusters Score -3112327 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3112577.500000 Penalty: 960.869934
	Iteration 16Q: 3 clusters Score -3112578 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3112688.500000 Penalty: 960.869934
	Iteration 17Q: 3 clusters Score -3112688 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3112723.000000 Penalty: 960.869934
	Iteration 18Q: 3 clusters Score -3112723 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3112740.750000 Penalty: 960.869934
	Iteration 19Q: 3 clusters Score -3112741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -3112803.500000 Penalty: 960.869934
	Iteration 20F: 3 clusters Score -3112804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3112779.000000 Penalty: 960.869934
	Iteration 21Q: 3 clusters Score -3112779 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3112809.750000 Penalty: 960.869934
	Iteration 22Q: 3 clusters Score -3112810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3112825.000000 Penalty: 960.869934
	Iteration 23Q: 3 clusters Score -3112825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3112841.250000 Penalty: 960.869934
	Iteration 24Q: 3 clusters Score -3112841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3112851.500000 Penalty: 960.869934
	Iteration 25Q: 3 clusters Score -3112852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3112857.500000 Penalty: 960.869934
	Iteration 26Q: 3 clusters Score -3112858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3112869.250000 Penalty: 960.869934
	Iteration 27Q: 3 clusters Score -3112869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3112881.750000 Penalty: 960.869934
	Iteration 28Q: 3 clusters Score -3112882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3112886.000000 Penalty: 960.869934
	Iteration 29Q: 3 clusters Score -3112886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3112888.250000 Penalty: 960.869934
	Iteration 30Q: 3 clusters Score -3112888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3112889.750000 Penalty: 960.869934
	Iteration 31Q: 3 clusters Score -3112890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3112874.000000 Penalty: 960.869934
	Iteration 32Q: 3 clusters Score -3112874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3112872.750000 Penalty: 960.869934
	Iteration 33Q: 3 clusters Score -3112873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3112870.750000 Penalty: 960.869934
	Iteration 34Q: 3 clusters Score -3112871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3112865.250000 Penalty: 960.869934
	Iteration 35Q: 3 clusters Score -3112865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -3112868.500000 Penalty: 960.869934
	Iteration 36Q: 3 clusters Score -3112868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3112875.500000 Penalty: 960.869934
	Iteration 37Q: 3 clusters Score -3112876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3112880.000000 Penalty: 960.869934
	Iteration 38Q: 3 clusters Score -3112880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3112884.500000 Penalty: 960.869934
	Iteration 39Q: 3 clusters Score -3112884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3112884.500000 Penalty: 960.869934
	Iteration 40F: 3 clusters Score -3112884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3112892.500000 Penalty: 960.869934
	Iteration 41Q: 3 clusters Score -3112892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3112886.750000 Penalty: 960.869934
	Iteration 42Q: 3 clusters Score -3112887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3112890.500000 Penalty: 960.869934
	Iteration 43Q: 3 clusters Score -3112890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3112890.500000 Penalty: 960.869934
	Iteration 44F: 3 clusters Score -3112890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 112 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23664 members 
Mstep: Class 47 contains 253 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Mstep: Class 63 contains 20906 members 
Mstep: Class 64 contains 114 members 
Mstep: Class 65 contains 14859 members 
Entering Unmasked Estep 
Score: -42145920.000000 Penalty: 39125.867188
Splitting cluster 46 changes total score from -42141700.000000 to -42145920.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 47 (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: -7459.152832 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -7459.153 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 123 members 
Entering Unmasked Estep 
Score: -7201.682129 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -7201.682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7425.748047 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -7425.748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7467.914062 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -7467.914 nChanged 7
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: -7482.031250 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -7482.031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7488.467773 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -7488.468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7503.499512 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -7503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7512.359375 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -7512.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7520.935059 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -7520.935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7527.887207 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -7527.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7531.534668 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -7531.535 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: -7533.431152 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -7533.431 nChanged 0
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: -7533.431152 Penalty: 503.538452
	Iteration 11F: 3 clusters Score -7533.431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 112 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23664 members 
Mstep: Class 47 contains 95 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 43582 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Mstep: Class 63 contains 20906 members 
Mstep: Class 64 contains 114 members 
Mstep: Class 65 contains 14859 members 
Mstep: Class 66 contains 158 members 
Entering Unmasked Estep 
Score: -42145628.000000 Penalty: 39727.804688
Splitting cluster 47 changes total score from -42141700.000000 to -42145628.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 48 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -168995.781250 Penalty: 353.081848
	Iteration 0F: 2 clusters Score -168995.8 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 1124 members 
Entering Unmasked Estep 
Score: -167332.171875 Penalty: 706.163696
	Iteration 0F: 3 clusters Score -167332.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -167938.109375 Penalty: 706.163696
	Iteration 1F: 3 clusters Score -167938.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168104.593750 Penalty: 706.163696
	Iteration 2F: 3 clusters Score -168104.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -168260.093750 Penalty: 706.163696
	Iteration 3F: 3 clusters Score -168260.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168389.703125 Penalty: 706.163696
	Iteration 4F: 3 clusters Score -168389.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -168515.750000 Penalty: 706.163696
	Iteration 5F: 3 clusters Score -168515.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -168611.656250 Penalty: 706.163696
	Iteration 6Q: 3 clusters Score -168611.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -168667.406250 Penalty: 706.163696
	Iteration 7Q: 3 clusters Score -168667.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -168702.546875 Penalty: 706.163696
	Iteration 8Q: 3 clusters Score -168702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -168718.062500 Penalty: 706.163696
	Iteration 9Q: 3 clusters Score -168718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -168729.890625 Penalty: 706.163696
	Iteration 10Q: 3 clusters Score -168729.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -168742.421875 Penalty: 706.163696
	Iteration 11Q: 3 clusters Score -168742.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -168745.468750 Penalty: 706.163696
	Iteration 12Q: 3 clusters Score -168745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -168752.937500 Penalty: 706.163696
	Iteration 13Q: 3 clusters Score -168752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -168757.453125 Penalty: 706.163696
	Iteration 14Q: 3 clusters Score -168757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -168759.343750 Penalty: 706.163696
	Iteration 15Q: 3 clusters Score -168759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -168759.734375 Penalty: 706.163696
	Iteration 16Q: 3 clusters Score -168759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -168761.046875 Penalty: 706.163696
	Iteration 17F: 3 clusters Score -168761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -168762.484375 Penalty: 706.163696
	Iteration 18Q: 3 clusters Score -168762.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -168762.562500 Penalty: 706.163696
	Iteration 19Q: 3 clusters Score -168762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -168763.937500 Penalty: 706.163696
	Iteration 20F: 3 clusters Score -168763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -168764.015625 Penalty: 706.163696
	Iteration 21Q: 3 clusters Score -168764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -168764.015625 Penalty: 706.163696
	Iteration 22F: 3 clusters Score -168764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -15658.429688 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -15658.43 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 192 members 
Entering Unmasked Estep 
Score: -15240.121094 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -15240.12 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15433.550781 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -15433.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15525.829102 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -15525.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15564.870117 Penalty: 536.640991
	Iteration 3F: 3 clusters Score -15564.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15583.886719 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -15583.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15592.973633 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -15592.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15595.795898 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -15595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15598.687500 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -15598.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15599.631836 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -15599.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15599.631836 Penalty: 536.640991
	Iteration 9F: 3 clusters Score -15599.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -24268.687500 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -24268.69 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 204 members 
Entering Unmasked Estep 
Score: -23852.271484 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -23852.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24013.259766 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24013.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24055.869141 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24055.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24086.646484 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -24086.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24121.876953 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -24121.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24141.365234 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -24141.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24152.634766 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -24152.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24160.935547 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -24160.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24166.714844 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -24166.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24172.242188 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -24172.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24181.060547 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -24181.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24189.806641 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -24189.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24191.007812 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -24191.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24194.128906 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -24194.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24194.128906 Penalty: 544.995483
	Iteration 14F: 3 clusters Score -24194.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -121710.117188 Penalty: 338.043182
	Iteration 0F: 2 clusters Score -121710.1 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 834 members 
Entering Unmasked Estep 
Score: -120442.718750 Penalty: 676.086365
	Iteration 0F: 3 clusters Score -120442.7 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -120854.664062 Penalty: 676.086365
	Iteration 1F: 3 clusters Score -120854.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -120940.273438 Penalty: 676.086365
	Iteration 2F: 3 clusters Score -120940.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121011.914062 Penalty: 676.086365
	Iteration 3F: 3 clusters Score -121011.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121057.023438 Penalty: 676.086365
	Iteration 4F: 3 clusters Score -121057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121087.976562 Penalty: 676.086365
	Iteration 5Q: 3 clusters Score -121088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121120.195312 Penalty: 676.086365
	Iteration 6Q: 3 clusters Score -121120.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121145.429688 Penalty: 676.086365
	Iteration 7Q: 3 clusters Score -121145.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121170.734375 Penalty: 676.086365
	Iteration 8Q: 3 clusters Score -121170.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121190.929688 Penalty: 676.086365
	Iteration 9Q: 3 clusters Score -121190.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -121205.039062 Penalty: 676.086365
	Iteration 10Q: 3 clusters Score -121205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121219.562500 Penalty: 676.086365
	Iteration 11Q: 3 clusters Score -121219.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121245.171875 Penalty: 676.086365
	Iteration 12Q: 3 clusters Score -121245.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121269.484375 Penalty: 676.086365
	Iteration 13Q: 3 clusters Score -121269.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121285.312500 Penalty: 676.086365
	Iteration 14Q: 3 clusters Score -121285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121299.273438 Penalty: 676.086365
	Iteration 15Q: 3 clusters Score -121299.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121319.609375 Penalty: 676.086365
	Iteration 16Q: 3 clusters Score -121319.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121351.781250 Penalty: 676.086365
	Iteration 17Q: 3 clusters Score -121351.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -121376.257812 Penalty: 676.086365
	Iteration 18Q: 3 clusters Score -121376.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121395.570312 Penalty: 676.086365
	Iteration 19Q: 3 clusters Score -121395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121414.984375 Penalty: 676.086365
	Iteration 20F: 3 clusters Score -121415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121428.890625 Penalty: 676.086365
	Iteration 21Q: 3 clusters Score -121428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121433.210938 Penalty: 676.086365
	Iteration 22Q: 3 clusters Score -121433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121435.507812 Penalty: 676.086365
	Iteration 23Q: 3 clusters Score -121435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121437.101562 Penalty: 676.086365
	Iteration 24Q: 3 clusters Score -121437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121438.421875 Penalty: 676.086365
	Iteration 25Q: 3 clusters Score -121438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121438.757812 Penalty: 676.086365
	Iteration 26Q: 3 clusters Score -121438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121438.960938 Penalty: 676.086365
	Iteration 27Q: 3 clusters Score -121439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -121439.312500 Penalty: 676.086365
	Iteration 28Q: 3 clusters Score -121439.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121439.601562 Penalty: 676.086365
	Iteration 29Q: 3 clusters Score -121439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121439.640625 Penalty: 676.086365
	Iteration 30Q: 3 clusters Score -121439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121439.640625 Penalty: 676.086365
	Iteration 31F: 3 clusters Score -121439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -10145.129883 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -10145.13 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 105 members 
Entering Unmasked Estep 
Score: -9855.434570 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -9855.435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9946.541992 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -9946.542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9962.457031 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -9962.457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9970.226562 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -9970.227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9972.831055 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -9972.831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9973.154297 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -9973.154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9973.914062 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -9973.914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9974.322266 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -9974.322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9974.322266 Penalty: 487.449371
	Iteration 8F: 3 clusters Score -9974.322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -17966.947266 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -17966.95 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 145 members 
Entering Unmasked Estep 
Score: -17617.724609 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -17617.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17687.892578 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -17687.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17715.865234 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -17715.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -17746.830078 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -17746.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17777.566406 Penalty: 513.090271
	Iteration 4F: 3 clusters Score -17777.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17782.912109 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -17782.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17784.765625 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -17784.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17785.863281 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -17785.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17786.083984 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -17786.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -17786.083984 Penalty: 513.090271
	Iteration 9F: 3 clusters Score -17786.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -262485.250000 Penalty: 366.393982
	Iteration 0F: 2 clusters Score -262485.2 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 1516 members 
Entering Unmasked Estep 
Score: -260324.031250 Penalty: 732.787964
	Iteration 0F: 3 clusters Score -260324 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -261052.859375 Penalty: 732.787964
	Iteration 1F: 3 clusters Score -261052.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -261185.734375 Penalty: 732.787964
	Iteration 2F: 3 clusters Score -261185.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -261321.718750 Penalty: 732.787964
	Iteration 3F: 3 clusters Score -261321.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -261501.203125 Penalty: 732.787964
	Iteration 4F: 3 clusters Score -261501.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -261699.937500 Penalty: 732.787964
	Iteration 5F: 3 clusters Score -261699.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -261872.484375 Penalty: 732.787964
	Iteration 6F: 3 clusters Score -261872.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -261993.765625 Penalty: 732.787964
	Iteration 7Q: 3 clusters Score -261993.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -262064.296875 Penalty: 732.787964
	Iteration 8Q: 3 clusters Score -262064.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -262100.875000 Penalty: 732.787964
	Iteration 9Q: 3 clusters Score -262100.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -262130.187500 Penalty: 732.787964
	Iteration 10Q: 3 clusters Score -262130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -262148.125000 Penalty: 732.787964
	Iteration 11Q: 3 clusters Score -262148.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -262163.187500 Penalty: 732.787964
	Iteration 12Q: 3 clusters Score -262163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -262172.062500 Penalty: 732.787964
	Iteration 13Q: 3 clusters Score -262172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -262173.812500 Penalty: 732.787964
	Iteration 14Q: 3 clusters Score -262173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -262175.562500 Penalty: 732.787964
	Iteration 15Q: 3 clusters Score -262175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -262180.000000 Penalty: 732.787964
	Iteration 16Q: 3 clusters Score -262180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -262185.031250 Penalty: 732.787964
	Iteration 17Q: 3 clusters Score -262185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -262188.937500 Penalty: 732.787964
	Iteration 18Q: 3 clusters Score -262188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -262193.062500 Penalty: 732.787964
	Iteration 19Q: 3 clusters Score -262193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -262194.593750 Penalty: 732.787964
	Iteration 20F: 3 clusters Score -262194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -262199.375000 Penalty: 732.787964
	Iteration 21Q: 3 clusters Score -262199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -262200.062500 Penalty: 732.787964
	Iteration 22Q: 3 clusters Score -262200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -262200.062500 Penalty: 732.787964
	Iteration 23F: 3 clusters Score -262200.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -13784.213867 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -13784.21 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 111 members 
Entering Unmasked Estep 
Score: -13520.572266 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -13520.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13586.085938 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -13586.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13594.762695 Penalty: 488.303802
	Iteration 2Q: 3 clusters Score -13594.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13598.769531 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -13598.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13600.642578 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -13600.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13603.041992 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -13603.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13608.811523 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -13608.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13617.379883 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -13617.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13620.219727 Penalty: 488.303802
	Iteration 8Q: 3 clusters Score -13620.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13620.625000 Penalty: 488.303802
	Iteration 9Q: 3 clusters Score -13620.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13629.029297 Penalty: 488.303802
	Iteration 10Q: 3 clusters Score -13629.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13640.696289 Penalty: 488.303802
	Iteration 11Q: 3 clusters Score -13640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13647.583984 Penalty: 488.303802
	Iteration 12Q: 3 clusters Score -13647.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13648.650391 Penalty: 488.303802
	Iteration 13Q: 3 clusters Score -13648.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13650.507812 Penalty: 488.303802
	Iteration 14Q: 3 clusters Score -13650.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13650.930664 Penalty: 488.303802
	Iteration 15Q: 3 clusters Score -13650.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13650.930664 Penalty: 488.303802
	Iteration 16F: 3 clusters Score -13650.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (27725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Entering Unmasked Estep 
Score: -2229905.500000 Penalty: 465.469116
	Iteration 0F: 2 clusters Score -2229906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2212560.250000 Penalty: 930.938232
	Iteration 0F: 3 clusters Score -2212560 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2220182.000000 Penalty: 930.938232
	Iteration 1F: 3 clusters Score -2220182 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2220676.500000 Penalty: 930.938232
	Iteration 2Q: 3 clusters Score -2220676 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2221604.000000 Penalty: 930.938232
	Iteration 3F: 3 clusters Score -2221604 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2223090.250000 Penalty: 930.938232
	Iteration 4F: 3 clusters Score -2223090 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2224978.250000 Penalty: 930.938232
	Iteration 5F: 3 clusters Score -2224978 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2226585.250000 Penalty: 930.938232
	Iteration 6F: 3 clusters Score -2226585 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2227633.000000 Penalty: 930.938232
	Iteration 7Q: 3 clusters Score -2227633 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2228333.000000 Penalty: 930.938232
	Iteration 8Q: 3 clusters Score -2228333 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2228697.750000 Penalty: 930.938232
	Iteration 9Q: 3 clusters Score -2228698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -2228957.000000 Penalty: 930.938232
	Iteration 10Q: 3 clusters Score -2228957 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -2229104.500000 Penalty: 930.938232
	Iteration 11Q: 3 clusters Score -2229104 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2229233.750000 Penalty: 930.938232
	Iteration 12Q: 3 clusters Score -2229234 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2229315.000000 Penalty: 930.938232
	Iteration 13Q: 3 clusters Score -2229315 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -2229376.750000 Penalty: 930.938232
	Iteration 14Q: 3 clusters Score -2229377 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2229419.000000 Penalty: 930.938232
	Iteration 15Q: 3 clusters Score -2229419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2229453.750000 Penalty: 930.938232
	Iteration 16Q: 3 clusters Score -2229454 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2229488.000000 Penalty: 930.938232
	Iteration 17Q: 3 clusters Score -2229488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -2229533.000000 Penalty: 930.938232
	Iteration 18Q: 3 clusters Score -2229533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2229552.000000 Penalty: 930.938232
	Iteration 19Q: 3 clusters Score -2229552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -2229565.250000 Penalty: 930.938232
	Iteration 20F: 3 clusters Score -2229565 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2229569.750000 Penalty: 930.938232
	Iteration 21Q: 3 clusters Score -2229570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2229577.000000 Penalty: 930.938232
	Iteration 22Q: 3 clusters Score -2229577 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -2229592.750000 Penalty: 930.938232
	Iteration 23Q: 3 clusters Score -2229593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2229592.000000 Penalty: 930.938232
	Iteration 24Q: 3 clusters Score -2229592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2229579.750000 Penalty: 930.938232
	Iteration 25Q: 3 clusters Score -2229580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2229580.750000 Penalty: 930.938232
	Iteration 26Q: 3 clusters Score -2229581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2229591.000000 Penalty: 930.938232
	Iteration 27Q: 3 clusters Score -2229591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2229586.250000 Penalty: 930.938232
	Iteration 28Q: 3 clusters Score -2229586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -2229589.500000 Penalty: 930.938232
	Iteration 29Q: 3 clusters Score -2229590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2229595.250000 Penalty: 930.938232
	Iteration 30Q: 3 clusters Score -2229595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2229592.000000 Penalty: 930.938232
	Iteration 31Q: 3 clusters Score -2229592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -2229600.250000 Penalty: 930.938232
	Iteration 32Q: 3 clusters Score -2229600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -2229602.750000 Penalty: 930.938232
	Iteration 33Q: 3 clusters Score -2229603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2229604.500000 Penalty: 930.938232
	Iteration 34Q: 3 clusters Score -2229604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -2229606.250000 Penalty: 930.938232
	Iteration 35Q: 3 clusters Score -2229606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2229614.500000 Penalty: 930.938232
	Iteration 36Q: 3 clusters Score -2229614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2229621.250000 Penalty: 930.938232
	Iteration 37Q: 3 clusters Score -2229621 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2229632.500000 Penalty: 930.938232
	Iteration 38Q: 3 clusters Score -2229632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2229644.250000 Penalty: 930.938232
	Iteration 39Q: 3 clusters Score -2229644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2229648.750000 Penalty: 930.938232
	Iteration 40F: 3 clusters Score -2229649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2229638.250000 Penalty: 930.938232
	Iteration 41Q: 3 clusters Score -2229638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2229631.500000 Penalty: 930.938232
	Iteration 42Q: 3 clusters Score -2229632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2229626.500000 Penalty: 930.938232
	Iteration 43Q: 3 clusters Score -2229626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2229637.000000 Penalty: 930.938232
	Iteration 44Q: 3 clusters Score -2229637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -2229637.500000 Penalty: 930.938232
	Iteration 45Q: 3 clusters Score -2229638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -2229641.500000 Penalty: 930.938232
	Iteration 46Q: 3 clusters Score -2229642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2229643.750000 Penalty: 930.938232
	Iteration 47Q: 3 clusters Score -2229644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2229648.500000 Penalty: 930.938232
	Iteration 48Q: 3 clusters Score -2229648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2229644.000000 Penalty: 930.938232
	Iteration 49Q: 3 clusters Score -2229644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2229634.000000 Penalty: 930.938232
	Iteration 50Q: 3 clusters Score -2229634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2229643.250000 Penalty: 930.938232
	Iteration 51Q: 3 clusters Score -2229643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2229641.250000 Penalty: 930.938232
	Iteration 52Q: 3 clusters Score -2229641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -2229635.250000 Penalty: 930.938232
	Iteration 53Q: 3 clusters Score -2229635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2229632.250000 Penalty: 930.938232
	Iteration 54Q: 3 clusters Score -2229632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2229630.500000 Penalty: 930.938232
	Iteration 55Q: 3 clusters Score -2229630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -2229629.250000 Penalty: 930.938232
	Iteration 56Q: 3 clusters Score -2229629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2229632.250000 Penalty: 930.938232
	Iteration 57Q: 3 clusters Score -2229632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -2229633.500000 Penalty: 930.938232
	Iteration 58Q: 3 clusters Score -2229634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2229629.250000 Penalty: 930.938232
	Iteration 59Q: 3 clusters Score -2229629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2229634.750000 Penalty: 930.938232
	Iteration 60F: 3 clusters Score -2229635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2229637.750000 Penalty: 930.938232
	Iteration 61Q: 3 clusters Score -2229638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2229633.500000 Penalty: 930.938232
	Iteration 62Q: 3 clusters Score -2229634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -2229635.000000 Penalty: 930.938232
	Iteration 63Q: 3 clusters Score -2229635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -2229639.250000 Penalty: 930.938232
	Iteration 64Q: 3 clusters Score -2229639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2229646.500000 Penalty: 930.938232
	Iteration 65Q: 3 clusters Score -2229646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2229653.000000 Penalty: 930.938232
	Iteration 66Q: 3 clusters Score -2229653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -2229657.000000 Penalty: 930.938232
	Iteration 67Q: 3 clusters Score -2229657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2229652.750000 Penalty: 930.938232
	Iteration 68Q: 3 clusters Score -2229653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -2229653.000000 Penalty: 930.938232
	Iteration 69Q: 3 clusters Score -2229653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -2229651.500000 Penalty: 930.938232
	Iteration 70Q: 3 clusters Score -2229652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -2229649.750000 Penalty: 930.938232
	Iteration 71Q: 3 clusters Score -2229650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2229656.500000 Penalty: 930.938232
	Iteration 72Q: 3 clusters Score -2229656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -2229654.750000 Penalty: 930.938232
	Iteration 73Q: 3 clusters Score -2229655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -2229647.500000 Penalty: 930.938232
	Iteration 74Q: 3 clusters Score -2229648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -2229656.000000 Penalty: 930.938232
	Iteration 75Q: 3 clusters Score -2229656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -2229663.250000 Penalty: 930.938232
	Iteration 76Q: 3 clusters Score -2229663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -2229657.500000 Penalty: 930.938232
	Iteration 77Q: 3 clusters Score -2229658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -2229662.250000 Penalty: 930.938232
	Iteration 78Q: 3 clusters Score -2229662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2229664.000000 Penalty: 930.938232
	Iteration 79Q: 3 clusters Score -2229664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2229668.000000 Penalty: 930.938232
	Iteration 80F: 3 clusters Score -2229668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -2229668.750000 Penalty: 930.938232
	Iteration 81Q: 3 clusters Score -2229669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -2229668.000000 Penalty: 930.938232
	Iteration 82Q: 3 clusters Score -2229668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -2229672.250000 Penalty: 930.938232
	Iteration 83Q: 3 clusters Score -2229672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -2229676.750000 Penalty: 930.938232
	Iteration 84Q: 3 clusters Score -2229677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2229674.500000 Penalty: 930.938232
	Iteration 85Q: 3 clusters Score -2229674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -2229683.500000 Penalty: 930.938232
	Iteration 86Q: 3 clusters Score -2229684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2229682.000000 Penalty: 930.938232
	Iteration 87Q: 3 clusters Score -2229682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -2229679.250000 Penalty: 930.938232
	Iteration 88Q: 3 clusters Score -2229679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2229673.250000 Penalty: 930.938232
	Iteration 89Q: 3 clusters Score -2229673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2229674.750000 Penalty: 930.938232
	Iteration 90Q: 3 clusters Score -2229675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -2229674.750000 Penalty: 930.938232
	Iteration 91F: 3 clusters Score -2229675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (43582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Entering Unmasked Estep 
Score: -3510069.750000 Penalty: 486.049194
	Iteration 0F: 2 clusters Score -3510070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3490090.250000 Penalty: 972.098389
	Iteration 0F: 3 clusters Score -3490090 nChanged 21224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3503316.750000 Penalty: 972.098389
	Iteration 1F: 3 clusters Score -3503317 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3504567.000000 Penalty: 972.098389
	Iteration 2F: 3 clusters Score -3504567 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3506559.250000 Penalty: 972.098389
	Iteration 3F: 3 clusters Score -3506559 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3509345.250000 Penalty: 972.098389
	Iteration 4F: 3 clusters Score -3509345 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3511390.750000 Penalty: 972.098389
	Iteration 5F: 3 clusters Score -3511391 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3512221.750000 Penalty: 972.098389
	Iteration 6Q: 3 clusters Score -3512222 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3512702.500000 Penalty: 972.098389
	Iteration 7Q: 3 clusters Score -3512702 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -3513165.750000 Penalty: 972.098389
	Iteration 8Q: 3 clusters Score -3513166 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -3513816.000000 Penalty: 972.098389
	Iteration 9Q: 3 clusters Score -3513816 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3514540.000000 Penalty: 972.098389
	Iteration 10Q: 3 clusters Score -3514540 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3515180.250000 Penalty: 972.098389
	Iteration 11Q: 3 clusters Score -3515180 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3515626.250000 Penalty: 972.098389
	Iteration 12Q: 3 clusters Score -3515626 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3515881.000000 Penalty: 972.098389
	Iteration 13Q: 3 clusters Score -3515881 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3516022.000000 Penalty: 972.098389
	Iteration 14Q: 3 clusters Score -3516022 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3516089.000000 Penalty: 972.098389
	Iteration 15Q: 3 clusters Score -3516089 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3516156.250000 Penalty: 972.098389
	Iteration 16Q: 3 clusters Score -3516156 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3516246.750000 Penalty: 972.098389
	Iteration 17Q: 3 clusters Score -3516247 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3516331.250000 Penalty: 972.098389
	Iteration 18Q: 3 clusters Score -3516331 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3516409.750000 Penalty: 972.098389
	Iteration 19Q: 3 clusters Score -3516410 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3516447.250000 Penalty: 972.098389
	Iteration 20F: 3 clusters Score -3516447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3516512.500000 Penalty: 972.098389
	Iteration 21Q: 3 clusters Score -3516512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3516541.000000 Penalty: 972.098389
	Iteration 22Q: 3 clusters Score -3516541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3516544.000000 Penalty: 972.098389
	Iteration 23Q: 3 clusters Score -3516544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3516551.500000 Penalty: 972.098389
	Iteration 24Q: 3 clusters Score -3516552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3516592.250000 Penalty: 972.098389
	Iteration 25Q: 3 clusters Score -3516592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3516604.750000 Penalty: 972.098389
	Iteration 26Q: 3 clusters Score -3516605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3516613.500000 Penalty: 972.098389
	Iteration 27Q: 3 clusters Score -3516614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3516607.250000 Penalty: 972.098389
	Iteration 28Q: 3 clusters Score -3516607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3516605.500000 Penalty: 972.098389
	Iteration 29Q: 3 clusters Score -3516606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3516610.500000 Penalty: 972.098389
	Iteration 30Q: 3 clusters Score -3516610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3516606.500000 Penalty: 972.098389
	Iteration 31Q: 3 clusters Score -3516606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3516607.000000 Penalty: 972.098389
	Iteration 32Q: 3 clusters Score -3516607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3516618.000000 Penalty: 972.098389
	Iteration 33Q: 3 clusters Score -3516618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3516615.000000 Penalty: 972.098389
	Iteration 34Q: 3 clusters Score -3516615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3516619.250000 Penalty: 972.098389
	Iteration 35Q: 3 clusters Score -3516619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3516614.250000 Penalty: 972.098389
	Iteration 36Q: 3 clusters Score -3516614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3516615.250000 Penalty: 972.098389
	Iteration 37Q: 3 clusters Score -3516615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3516615.250000 Penalty: 972.098389
	Iteration 38F: 3 clusters Score -3516615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 29 contains 24856 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 112 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23664 members 
Mstep: Class 47 contains 95 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 21176 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Mstep: Class 62 contains 17851 members 
Mstep: Class 63 contains 20906 members 
Mstep: Class 64 contains 114 members 
Mstep: Class 65 contains 14859 members 
Mstep: Class 66 contains 158 members 
Mstep: Class 67 contains 22406 members 
Entering Unmasked Estep 
Score: -42152040.000000 Penalty: 40329.742188
Splitting cluster 57 changes total score from -42141700.000000 to -42152040.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 58 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -40016.554688 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -40016.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39522.304688 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -39522.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39671.664062 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -39671.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -39712.792969 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -39712.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -39742.210938 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -39742.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -39767.699219 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -39767.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -39796.437500 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -39796.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -39826.074219 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -39826.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39838.117188 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -39838.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39842.738281 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -39842.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39845.906250 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -39845.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39845.906250 Penalty: 571.686279
	Iteration 10F: 3 clusters Score -39845.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -10017.939453 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -10017.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9773.647461 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -9773.647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9873.602539 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -9873.603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9926.769531 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -9926.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9944.695312 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -9944.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (18055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Entering Unmasked Estep 
Score: -1452631.750000 Penalty: 445.953613
	Iteration 0F: 2 clusters Score -1452632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1440690.875000 Penalty: 891.907227
	Iteration 0F: 3 clusters Score -1440691 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1445827.000000 Penalty: 891.907227
	Iteration 1F: 3 clusters Score -1445827 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1446171.500000 Penalty: 891.907227
	Iteration 2Q: 3 clusters Score -1446172 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1446732.250000 Penalty: 891.907227
	Iteration 3F: 3 clusters Score -1446732 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1447651.125000 Penalty: 891.907227
	Iteration 4F: 3 clusters Score -1447651 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1448738.125000 Penalty: 891.907227
	Iteration 5F: 3 clusters Score -1448738 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1449647.625000 Penalty: 891.907227
	Iteration 6F: 3 clusters Score -1449648 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1450327.750000 Penalty: 891.907227
	Iteration 7Q: 3 clusters Score -1450328 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1450754.875000 Penalty: 891.907227
	Iteration 8Q: 3 clusters Score -1450755 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1451049.500000 Penalty: 891.907227
	Iteration 9Q: 3 clusters Score -1451050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1451294.625000 Penalty: 891.907227
	Iteration 10Q: 3 clusters Score -1451295 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1451458.500000 Penalty: 891.907227
	Iteration 11Q: 3 clusters Score -1451458 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1451566.875000 Penalty: 891.907227
	Iteration 12Q: 3 clusters Score -1451567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -1451662.250000 Penalty: 891.907227
	Iteration 13Q: 3 clusters Score -1451662 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1451753.625000 Penalty: 891.907227
	Iteration 14Q: 3 clusters Score -1451754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -1451839.250000 Penalty: 891.907227
	Iteration 15Q: 3 clusters Score -1451839 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1451912.375000 Penalty: 891.907227
	Iteration 16Q: 3 clusters Score -1451912 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1451964.750000 Penalty: 891.907227
	Iteration 17Q: 3 clusters Score -1451965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1452028.375000 Penalty: 891.907227
	Iteration 18Q: 3 clusters Score -1452028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -1452064.500000 Penalty: 891.907227
	Iteration 19Q: 3 clusters Score -1452064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1452089.875000 Penalty: 891.907227
	Iteration 20F: 3 clusters Score -1452090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1452115.625000 Penalty: 891.907227
	Iteration 21Q: 3 clusters Score -1452116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1452144.625000 Penalty: 891.907227
	Iteration 22Q: 3 clusters Score -1452145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1452163.625000 Penalty: 891.907227
	Iteration 23Q: 3 clusters Score -1452164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1452181.500000 Penalty: 891.907227
	Iteration 24Q: 3 clusters Score -1452182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1452201.375000 Penalty: 891.907227
	Iteration 25Q: 3 clusters Score -1452201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1452212.750000 Penalty: 891.907227
	Iteration 26Q: 3 clusters Score -1452213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1452217.125000 Penalty: 891.907227
	Iteration 27Q: 3 clusters Score -1452217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1452221.250000 Penalty: 891.907227
	Iteration 28Q: 3 clusters Score -1452221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1452224.250000 Penalty: 891.907227
	Iteration 29Q: 3 clusters Score -1452224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1452225.875000 Penalty: 891.907227
	Iteration 30Q: 3 clusters Score -1452226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1452233.000000 Penalty: 891.907227
	Iteration 31Q: 3 clusters Score -1452233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1452234.375000 Penalty: 891.907227
	Iteration 32Q: 3 clusters Score -1452234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1452239.375000 Penalty: 891.907227
	Iteration 33Q: 3 clusters Score -1452239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -1452239.625000 Penalty: 891.907227
	Iteration 34Q: 3 clusters Score -1452240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1452245.875000 Penalty: 891.907227
	Iteration 35Q: 3 clusters Score -1452246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1452246.000000 Penalty: 891.907227
	Iteration 36Q: 3 clusters Score -1452246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1452249.375000 Penalty: 891.907227
	Iteration 37Q: 3 clusters Score -1452249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1452252.250000 Penalty: 891.907227
	Iteration 38Q: 3 clusters Score -1452252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1452253.750000 Penalty: 891.907227
	Iteration 39Q: 3 clusters Score -1452254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1452254.125000 Penalty: 891.907227
	Iteration 40F: 3 clusters Score -1452254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1452254.750000 Penalty: 891.907227
	Iteration 41Q: 3 clusters Score -1452255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1452254.500000 Penalty: 891.907227
	Iteration 42Q: 3 clusters Score -1452254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1452254.500000 Penalty: 891.907227
	Iteration 43F: 3 clusters Score -1452254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (24946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Entering Unmasked Estep 
Score: -2025795.875000 Penalty: 460.663330
	Iteration 0F: 2 clusters Score -2025796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2009466.000000 Penalty: 921.326660
	Iteration 0F: 3 clusters Score -2009466 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2016667.000000 Penalty: 921.326660
	Iteration 1F: 3 clusters Score -2016667 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2017813.125000 Penalty: 921.326660
	Iteration 2F: 3 clusters Score -2017813 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2020018.125000 Penalty: 921.326660
	Iteration 3F: 3 clusters Score -2020018 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2022848.625000 Penalty: 921.326660
	Iteration 4F: 3 clusters Score -2022849 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2024429.500000 Penalty: 921.326660
	Iteration 5F: 3 clusters Score -2024430 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2024915.500000 Penalty: 921.326660
	Iteration 6Q: 3 clusters Score -2024916 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2025091.125000 Penalty: 921.326660
	Iteration 7Q: 3 clusters Score -2025091 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2025196.750000 Penalty: 921.326660
	Iteration 8Q: 3 clusters Score -2025197 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2025246.625000 Penalty: 921.326660
	Iteration 9Q: 3 clusters Score -2025247 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2025256.125000 Penalty: 921.326660
	Iteration 10Q: 3 clusters Score -2025256 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2025275.500000 Penalty: 921.326660
	Iteration 11Q: 3 clusters Score -2025276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2025284.375000 Penalty: 921.326660
	Iteration 12Q: 3 clusters Score -2025284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2025289.750000 Penalty: 921.326660
	Iteration 13Q: 3 clusters Score -2025290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2025290.375000 Penalty: 921.326660
	Iteration 14Q: 3 clusters Score -2025290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2025295.250000 Penalty: 921.326660
	Iteration 15Q: 3 clusters Score -2025295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2025286.750000 Penalty: 921.326660
	Iteration 16Q: 3 clusters Score -2025287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2025291.000000 Penalty: 921.326660
	Iteration 17Q: 3 clusters Score -2025291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2025291.625000 Penalty: 921.326660
	Iteration 18Q: 3 clusters Score -2025292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2025295.125000 Penalty: 921.326660
	Iteration 19Q: 3 clusters Score -2025295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2025293.875000 Penalty: 921.326660
	Iteration 20F: 3 clusters Score -2025294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2025291.875000 Penalty: 921.326660
	Iteration 21Q: 3 clusters Score -2025292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2025292.750000 Penalty: 921.326660
	Iteration 22Q: 3 clusters Score -2025293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2025293.625000 Penalty: 921.326660
	Iteration 23Q: 3 clusters Score -2025294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2025294.250000 Penalty: 921.326660
	Iteration 24Q: 3 clusters Score -2025294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2025293.750000 Penalty: 921.326660
	Iteration 25Q: 3 clusters Score -2025294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2025293.750000 Penalty: 921.326660
	Iteration 26F: 3 clusters Score -2025294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 282 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 19284 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 28176 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1092 members 
Mstep: Class 19 contains 2209 members 
Mstep: Class 20 contains 18067 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30009 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 18948 members 
Mstep: Class 30 contains 3182 members 
Mstep: Class 31 contains 2677 members 
Mstep: Class 32 contains 1691 members 
Mstep: Class 33 contains 22596 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 10960 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4559 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 589 members 
Mstep: Class 42 contains 43224 members 
Mstep: Class 43 contains 2686 members 
Mstep: Class 44 contains 112 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23664 members 
Mstep: Class 47 contains 95 members 
Mstep: Class 48 contains 2345 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1685 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 281 members 
Mstep: Class 54 contains 3142 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27725 members 
Mstep: Class 57 contains 21176 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 24946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 47. Lose 532.938049 but Gain 601.937500
Score: -42155916.000000 Penalty: 39727.804688
Iteration 159Q: 67 clusters Score -4.215592e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 19618 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 53651 members 
Mstep: Class 14 contains 27459 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 20 contains 18043 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6493 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 30652 members 
Mstep: Class 27 contains 7520 members 
Mstep: Class 28 contains 18650 members 
Mstep: Class 29 contains 24445 members 
Mstep: Class 30 contains 3199 members 
Mstep: Class 31 contains 2679 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 22539 members 
Mstep: Class 34 contains 818 members 
Mstep: Class 35 contains 11186 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4653 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 1299 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 587 members 
Mstep: Class 42 contains 43693 members 
Mstep: Class 43 contains 2713 members 
Mstep: Class 44 contains 144 members 
Mstep: Class 45 contains 1002 members 
Mstep: Class 46 contains 23832 members 
Mstep: Class 48 contains 2385 members 
Mstep: Class 49 contains 364 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1686 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 277 members 
Mstep: Class 54 contains 3161 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 27760 members 
Mstep: Class 57 contains 21703 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 192 members 
Mstep: Class 60 contains 18259 members 
Mstep: Class 61 contains 24989 members 
Mstep: Class 62 contains 17415 members 
Mstep: Class 63 contains 20647 members 
Mstep: Class 64 contains 112 members 
Mstep: Class 65 contains 14847 members 
Mstep: Class 66 contains 150 members 
Mstep: Class 67 contains 21836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158760.000000 Penalty: 39727.804688
Iteration 160F: 67 clusters Score -4.215876e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 19507 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 389 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 52943 members 
Mstep: Class 14 contains 26821 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 17910 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6489 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 11749 members 
Mstep: Class 26 contains 30686 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 18367 members 
Mstep: Class 29 contains 24621 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2617 members 
Mstep: Class 32 contains 1604 members 
Mstep: Class 33 contains 22540 members 
Mstep: Class 34 contains 823 members 
Mstep: Class 35 contains 11135 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4667 members 
Mstep: Class 38 contains 8667 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 585 members 
Mstep: Class 42 contains 44072 members 
Mstep: Class 43 contains 2736 members 
Mstep: Class 44 contains 156 members 
Mstep: Class 45 contains 996 members 
Mstep: Class 46 contains 24072 members 
Mstep: Class 48 contains 2412 members 
Mstep: Class 49 contains 363 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 276 members 
Mstep: Class 54 contains 2981 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 26877 members 
Mstep: Class 57 contains 21827 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18455 members 
Mstep: Class 61 contains 24914 members 
Mstep: Class 62 contains 17853 members 
Mstep: Class 63 contains 20649 members 
Mstep: Class 64 contains 119 members 
Mstep: Class 65 contains 15927 members 
Mstep: Class 66 contains 151 members 
Mstep: Class 67 contains 23009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159724.000000 Penalty: 39727.804688
Iteration 161Q: 67 clusters Score -4.215972e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 19337 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 869 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 52522 members 
Mstep: Class 14 contains 26343 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1096 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 20 contains 17771 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 10917 members 
Mstep: Class 26 contains 30554 members 
Mstep: Class 27 contains 7490 members 
Mstep: Class 28 contains 18069 members 
Mstep: Class 29 contains 24632 members 
Mstep: Class 30 contains 3178 members 
Mstep: Class 31 contains 2578 members 
Mstep: Class 32 contains 1585 members 
Mstep: Class 33 contains 22602 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 11090 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4669 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 481 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 44401 members 
Mstep: Class 43 contains 2765 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 998 members 
Mstep: Class 46 contains 24372 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 363 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1639 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 273 members 
Mstep: Class 54 contains 2833 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 26087 members 
Mstep: Class 57 contains 22191 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 192 members 
Mstep: Class 60 contains 18649 members 
Mstep: Class 61 contains 24781 members 
Mstep: Class 62 contains 18213 members 
Mstep: Class 63 contains 20704 members 
Mstep: Class 64 contains 120 members 
Mstep: Class 65 contains 16833 members 
Mstep: Class 66 contains 153 members 
Mstep: Class 67 contains 24004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160376.000000 Penalty: 39727.804688
Iteration 162Q: 67 clusters Score -4.216038e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 19080 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 52183 members 
Mstep: Class 14 contains 25935 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 17627 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 9986 members 
Mstep: Class 26 contains 30347 members 
Mstep: Class 27 contains 7460 members 
Mstep: Class 28 contains 17741 members 
Mstep: Class 29 contains 24593 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 2546 members 
Mstep: Class 32 contains 1546 members 
Mstep: Class 33 contains 22677 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 11008 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4647 members 
Mstep: Class 38 contains 8586 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44707 members 
Mstep: Class 43 contains 2820 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 46 contains 24706 members 
Mstep: Class 48 contains 2449 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1629 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 272 members 
Mstep: Class 54 contains 2660 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 25377 members 
Mstep: Class 57 contains 22675 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 18833 members 
Mstep: Class 61 contains 24618 members 
Mstep: Class 62 contains 18633 members 
Mstep: Class 63 contains 20769 members 
Mstep: Class 64 contains 119 members 
Mstep: Class 65 contains 17672 members 
Mstep: Class 66 contains 148 members 
Mstep: Class 67 contains 25043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160456.000000 Penalty: 39727.804688
Iteration 163Q: 67 clusters Score -4.216046e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3016 members 
Mstep: Class 5 contains 18594 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51944 members 
Mstep: Class 14 contains 25613 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 519 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 2529 members 
Mstep: Class 20 contains 17506 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6655 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 9022 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 7419 members 
Mstep: Class 28 contains 17390 members 
Mstep: Class 29 contains 24535 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2516 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 22772 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 11022 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4583 members 
Mstep: Class 38 contains 8540 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 481 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44995 members 
Mstep: Class 43 contains 2882 members 
Mstep: Class 44 contains 165 members 
Mstep: Class 45 contains 1001 members 
Mstep: Class 46 contains 25057 members 
Mstep: Class 48 contains 2460 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1620 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 271 members 
Mstep: Class 54 contains 2464 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 24628 members 
Mstep: Class 57 contains 23305 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 194 members 
Mstep: Class 60 contains 19046 members 
Mstep: Class 61 contains 24458 members 
Mstep: Class 62 contains 19053 members 
Mstep: Class 63 contains 20845 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18499 members 
Mstep: Class 66 contains 145 members 
Mstep: Class 67 contains 26027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160432.000000 Penalty: 39727.804688
Iteration 164Q: 67 clusters Score -4.216043e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 17972 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6359 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51817 members 
Mstep: Class 14 contains 25272 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 2594 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 29863 members 
Mstep: Class 27 contains 7377 members 
Mstep: Class 28 contains 17012 members 
Mstep: Class 29 contains 24423 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 2494 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 22897 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 11089 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4513 members 
Mstep: Class 38 contains 8467 members 
Mstep: Class 39 contains 1349 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 45265 members 
Mstep: Class 43 contains 2944 members 
Mstep: Class 44 contains 165 members 
Mstep: Class 45 contains 1003 members 
Mstep: Class 46 contains 25406 members 
Mstep: Class 48 contains 2461 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1611 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 2243 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 23874 members 
Mstep: Class 57 contains 24021 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 195 members 
Mstep: Class 60 contains 19298 members 
Mstep: Class 61 contains 24302 members 
Mstep: Class 62 contains 19473 members 
Mstep: Class 63 contains 20927 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19306 members 
Mstep: Class 66 contains 145 members 
Mstep: Class 67 contains 27022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160200.000000 Penalty: 39727.804688
Iteration 165Q: 67 clusters Score -4.21602e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 17280 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51766 members 
Mstep: Class 14 contains 24927 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 17346 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6776 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 7092 members 
Mstep: Class 26 contains 29716 members 
Mstep: Class 27 contains 7342 members 
Mstep: Class 28 contains 16600 members 
Mstep: Class 29 contains 24314 members 
Mstep: Class 30 contains 3168 members 
Mstep: Class 31 contains 2476 members 
Mstep: Class 32 contains 1491 members 
Mstep: Class 33 contains 22998 members 
Mstep: Class 34 contains 826 members 
Mstep: Class 35 contains 11210 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4439 members 
Mstep: Class 38 contains 8415 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 578 members 
Mstep: Class 42 contains 45496 members 
Mstep: Class 43 contains 3028 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 25758 members 
Mstep: Class 48 contains 2463 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1606 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 2011 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 23056 members 
Mstep: Class 57 contains 24851 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 197 members 
Mstep: Class 60 contains 19526 members 
Mstep: Class 61 contains 24213 members 
Mstep: Class 62 contains 19897 members 
Mstep: Class 63 contains 21006 members 
Mstep: Class 64 contains 119 members 
Mstep: Class 65 contains 20112 members 
Mstep: Class 66 contains 144 members 
Mstep: Class 67 contains 27711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159464.000000 Penalty: 39727.804688
Iteration 166Q: 67 clusters Score -4.215946e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 16657 members 
Mstep: Class 6 contains 295 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 3298 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51763 members 
Mstep: Class 14 contains 24541 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 17268 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 6600 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 6334 members 
Mstep: Class 26 contains 29638 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 16272 members 
Mstep: Class 29 contains 24242 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2473 members 
Mstep: Class 32 contains 1475 members 
Mstep: Class 33 contains 23117 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 11359 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4331 members 
Mstep: Class 38 contains 8369 members 
Mstep: Class 39 contains 1361 members 
Mstep: Class 40 contains 482 members 
Mstep: Class 41 contains 578 members 
Mstep: Class 42 contains 45762 members 
Mstep: Class 43 contains 3115 members 
Mstep: Class 44 contains 161 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 26071 members 
Mstep: Class 48 contains 2457 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1595 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 1718 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 22277 members 
Mstep: Class 57 contains 25791 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 200 members 
Mstep: Class 60 contains 19727 members 
Mstep: Class 61 contains 24052 members 
Mstep: Class 62 contains 20341 members 
Mstep: Class 63 contains 21047 members 
Mstep: Class 64 contains 120 members 
Mstep: Class 65 contains 20936 members 
Mstep: Class 66 contains 138 members 
Mstep: Class 67 contains 27995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159548.000000 Penalty: 39727.804688
Iteration 167Q: 67 clusters Score -4.215955e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 16222 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51752 members 
Mstep: Class 14 contains 23995 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 527 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 20 contains 17223 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 5756 members 
Mstep: Class 26 contains 29702 members 
Mstep: Class 27 contains 7292 members 
Mstep: Class 28 contains 15976 members 
Mstep: Class 29 contains 24177 members 
Mstep: Class 30 contains 3165 members 
Mstep: Class 31 contains 2458 members 
Mstep: Class 32 contains 1472 members 
Mstep: Class 33 contains 23213 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 11651 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 4148 members 
Mstep: Class 38 contains 8325 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 483 members 
Mstep: Class 41 contains 576 members 
Mstep: Class 42 contains 46024 members 
Mstep: Class 43 contains 3190 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 26178 members 
Mstep: Class 48 contains 2454 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1590 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 1434 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 21712 members 
Mstep: Class 57 contains 26734 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 203 members 
Mstep: Class 60 contains 19927 members 
Mstep: Class 61 contains 23949 members 
Mstep: Class 62 contains 20910 members 
Mstep: Class 63 contains 21122 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 21614 members 
Mstep: Class 66 contains 135 members 
Mstep: Class 67 contains 27752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159232.000000 Penalty: 39727.804688
Iteration 168Q: 67 clusters Score -4.215923e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 364 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 15946 members 
Mstep: Class 6 contains 290 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3297 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51708 members 
Mstep: Class 14 contains 23328 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 528 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 2806 members 
Mstep: Class 20 contains 17190 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6887 members 
Mstep: Class 23 contains 6596 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 5283 members 
Mstep: Class 26 contains 29895 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 15680 members 
Mstep: Class 29 contains 24114 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2444 members 
Mstep: Class 32 contains 1465 members 
Mstep: Class 33 contains 23298 members 
Mstep: Class 34 contains 835 members 
Mstep: Class 35 contains 12083 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 8276 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 574 members 
Mstep: Class 42 contains 46297 members 
Mstep: Class 43 contains 3257 members 
Mstep: Class 44 contains 162 members 
Mstep: Class 45 contains 1005 members 
Mstep: Class 46 contains 25970 members 
Mstep: Class 48 contains 2453 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1584 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 270 members 
Mstep: Class 54 contains 1128 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 21498 members 
Mstep: Class 57 contains 27650 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 204 members 
Mstep: Class 60 contains 20141 members 
Mstep: Class 61 contains 23903 members 
Mstep: Class 62 contains 21578 members 
Mstep: Class 63 contains 21253 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 22189 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 27102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159984.000000 Penalty: 39727.804688
Iteration 169Q: 67 clusters Score -4.215998e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 15709 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51661 members 
Mstep: Class 14 contains 22525 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 530 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 17159 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6929 members 
Mstep: Class 23 contains 6594 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 4898 members 
Mstep: Class 26 contains 30101 members 
Mstep: Class 27 contains 7233 members 
Mstep: Class 28 contains 15410 members 
Mstep: Class 29 contains 24054 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2438 members 
Mstep: Class 32 contains 1463 members 
Mstep: Class 33 contains 23345 members 
Mstep: Class 34 contains 837 members 
Mstep: Class 35 contains 12652 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3664 members 
Mstep: Class 38 contains 8235 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 46544 members 
Mstep: Class 43 contains 3341 members 
Mstep: Class 44 contains 161 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 25612 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1576 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 268 members 
Mstep: Class 54 contains 909 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21471 members 
Mstep: Class 57 contains 28694 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20343 members 
Mstep: Class 61 contains 23786 members 
Mstep: Class 62 contains 22301 members 
Mstep: Class 63 contains 21383 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 22751 members 
Mstep: Class 66 contains 134 members 
Mstep: Class 67 contains 26058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160644.000000 Penalty: 39727.804688
Iteration 170Q: 67 clusters Score -4.216064e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 15558 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 2266 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51617 members 
Mstep: Class 14 contains 21589 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 535 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 17147 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6963 members 
Mstep: Class 23 contains 6595 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 30374 members 
Mstep: Class 27 contains 7208 members 
Mstep: Class 28 contains 15168 members 
Mstep: Class 29 contains 23966 members 
Mstep: Class 30 contains 3162 members 
Mstep: Class 31 contains 2437 members 
Mstep: Class 32 contains 1464 members 
Mstep: Class 33 contains 23372 members 
Mstep: Class 34 contains 839 members 
Mstep: Class 35 contains 13397 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3413 members 
Mstep: Class 38 contains 8199 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 491 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 46754 members 
Mstep: Class 43 contains 3436 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 25209 members 
Mstep: Class 48 contains 2437 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1575 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 264 members 
Mstep: Class 54 contains 782 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21451 members 
Mstep: Class 57 contains 29609 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20500 members 
Mstep: Class 61 contains 23681 members 
Mstep: Class 62 contains 23093 members 
Mstep: Class 63 contains 21551 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 23317 members 
Mstep: Class 66 contains 134 members 
Mstep: Class 67 contains 24790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161132.000000 Penalty: 39727.804688
Iteration 171Q: 67 clusters Score -4.216113e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 15510 members 
Mstep: Class 6 contains 284 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51556 members 
Mstep: Class 14 contains 20666 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 17138 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 4318 members 
Mstep: Class 26 contains 30719 members 
Mstep: Class 27 contains 7186 members 
Mstep: Class 28 contains 14942 members 
Mstep: Class 29 contains 23897 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 2431 members 
Mstep: Class 32 contains 1474 members 
Mstep: Class 33 contains 23363 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 14373 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3204 members 
Mstep: Class 38 contains 8204 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 567 members 
Mstep: Class 42 contains 46902 members 
Mstep: Class 43 contains 3540 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 24774 members 
Mstep: Class 48 contains 2427 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1576 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 261 members 
Mstep: Class 54 contains 716 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21453 members 
Mstep: Class 57 contains 30062 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20637 members 
Mstep: Class 61 contains 23556 members 
Mstep: Class 62 contains 23791 members 
Mstep: Class 63 contains 21709 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 23859 members 
Mstep: Class 66 contains 131 members 
Mstep: Class 67 contains 23625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161496.000000 Penalty: 39727.804688
Iteration 172Q: 67 clusters Score -4.21615e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 15501 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51465 members 
Mstep: Class 14 contains 19724 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 17136 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7025 members 
Mstep: Class 23 contains 6596 members 
Mstep: Class 24 contains 647 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 31214 members 
Mstep: Class 27 contains 7172 members 
Mstep: Class 28 contains 14728 members 
Mstep: Class 29 contains 23841 members 
Mstep: Class 30 contains 3155 members 
Mstep: Class 31 contains 2427 members 
Mstep: Class 32 contains 1484 members 
Mstep: Class 33 contains 23343 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 15563 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3034 members 
Mstep: Class 38 contains 8210 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 46959 members 
Mstep: Class 43 contains 3625 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 24416 members 
Mstep: Class 48 contains 2415 members 
Mstep: Class 49 contains 362 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1576 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 258 members 
Mstep: Class 54 contains 687 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21411 members 
Mstep: Class 57 contains 29901 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20748 members 
Mstep: Class 61 contains 23474 members 
Mstep: Class 62 contains 24388 members 
Mstep: Class 63 contains 21841 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 24342 members 
Mstep: Class 66 contains 129 members 
Mstep: Class 67 contains 22825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161724.000000 Penalty: 39727.804688
Iteration 173Q: 67 clusters Score -4.216172e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 15497 members 
Mstep: Class 6 contains 286 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51339 members 
Mstep: Class 14 contains 18906 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3029 members 
Mstep: Class 20 contains 17132 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7048 members 
Mstep: Class 23 contains 6599 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 31662 members 
Mstep: Class 27 contains 7163 members 
Mstep: Class 28 contains 14560 members 
Mstep: Class 29 contains 23767 members 
Mstep: Class 30 contains 3157 members 
Mstep: Class 31 contains 2429 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 23290 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 16792 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2940 members 
Mstep: Class 38 contains 8233 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 46938 members 
Mstep: Class 43 contains 3710 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 24009 members 
Mstep: Class 48 contains 2398 members 
Mstep: Class 49 contains 361 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1573 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 257 members 
Mstep: Class 54 contains 662 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21408 members 
Mstep: Class 57 contains 29301 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20797 members 
Mstep: Class 61 contains 23412 members 
Mstep: Class 62 contains 24928 members 
Mstep: Class 63 contains 21965 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 24821 members 
Mstep: Class 66 contains 129 members 
Mstep: Class 67 contains 22464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162188.000000 Penalty: 39727.804688
Iteration 174Q: 67 clusters Score -4.216219e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 15500 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51214 members 
Mstep: Class 14 contains 18305 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 17121 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 649 members 
Mstep: Class 25 contains 3689 members 
Mstep: Class 26 contains 32009 members 
Mstep: Class 27 contains 7146 members 
Mstep: Class 28 contains 14399 members 
Mstep: Class 29 contains 23714 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 2432 members 
Mstep: Class 32 contains 1501 members 
Mstep: Class 33 contains 23167 members 
Mstep: Class 34 contains 844 members 
Mstep: Class 35 contains 17896 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2916 members 
Mstep: Class 38 contains 8275 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 46864 members 
Mstep: Class 43 contains 3790 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 23716 members 
Mstep: Class 48 contains 2381 members 
Mstep: Class 49 contains 358 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1573 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 255 members 
Mstep: Class 54 contains 644 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 21304 members 
Mstep: Class 57 contains 28671 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20825 members 
Mstep: Class 61 contains 23380 members 
Mstep: Class 62 contains 25401 members 
Mstep: Class 63 contains 22003 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 25254 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162908.000000 Penalty: 39727.804688
Iteration 175Q: 67 clusters Score -4.216291e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 15506 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3281 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 51086 members 
Mstep: Class 14 contains 17931 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 17112 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7086 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 650 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 32275 members 
Mstep: Class 27 contains 7129 members 
Mstep: Class 28 contains 14198 members 
Mstep: Class 29 contains 23653 members 
Mstep: Class 30 contains 3160 members 
Mstep: Class 31 contains 2433 members 
Mstep: Class 32 contains 1496 members 
Mstep: Class 33 contains 23026 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 18875 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2932 members 
Mstep: Class 38 contains 8319 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 46707 members 
Mstep: Class 43 contains 3883 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 23460 members 
Mstep: Class 48 contains 2365 members 
Mstep: Class 49 contains 356 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1570 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 253 members 
Mstep: Class 54 contains 637 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 21148 members 
Mstep: Class 57 contains 28108 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20870 members 
Mstep: Class 61 contains 23359 members 
Mstep: Class 62 contains 25789 members 
Mstep: Class 63 contains 21956 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 25719 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163540.000000 Penalty: 39727.804688
Iteration 176Q: 67 clusters Score -4.216354e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 15509 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50977 members 
Mstep: Class 14 contains 17707 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 17100 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 3394 members 
Mstep: Class 26 contains 32502 members 
Mstep: Class 27 contains 7114 members 
Mstep: Class 28 contains 13990 members 
Mstep: Class 29 contains 23620 members 
Mstep: Class 30 contains 3165 members 
Mstep: Class 31 contains 2439 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 22903 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 19789 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2960 members 
Mstep: Class 38 contains 8401 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 46601 members 
Mstep: Class 43 contains 3975 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 23230 members 
Mstep: Class 48 contains 2350 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1570 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 250 members 
Mstep: Class 54 contains 635 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 21012 members 
Mstep: Class 57 contains 27808 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20852 members 
Mstep: Class 61 contains 23385 members 
Mstep: Class 62 contains 25992 members 
Mstep: Class 63 contains 21606 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 26110 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163708.000000 Penalty: 39727.804688
Iteration 177Q: 67 clusters Score -4.216371e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 15491 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50881 members 
Mstep: Class 14 contains 17622 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 17092 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7078 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 652 members 
Mstep: Class 25 contains 3257 members 
Mstep: Class 26 contains 32773 members 
Mstep: Class 27 contains 7102 members 
Mstep: Class 28 contains 13793 members 
Mstep: Class 29 contains 23587 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2444 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 22796 members 
Mstep: Class 34 contains 848 members 
Mstep: Class 35 contains 20662 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2979 members 
Mstep: Class 38 contains 8484 members 
Mstep: Class 39 contains 1361 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 563 members 
Mstep: Class 42 contains 46531 members 
Mstep: Class 43 contains 4067 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 23083 members 
Mstep: Class 48 contains 2339 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1568 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 247 members 
Mstep: Class 54 contains 632 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 20788 members 
Mstep: Class 57 contains 27590 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20838 members 
Mstep: Class 61 contains 23433 members 
Mstep: Class 62 contains 25970 members 
Mstep: Class 63 contains 21105 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 26475 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163728.000000 Penalty: 39727.804688
Iteration 178Q: 67 clusters Score -4.216373e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 15474 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50815 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 3223 members 
Mstep: Class 20 contains 17079 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7071 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 656 members 
Mstep: Class 25 contains 3132 members 
Mstep: Class 26 contains 33080 members 
Mstep: Class 27 contains 7087 members 
Mstep: Class 28 contains 13595 members 
Mstep: Class 29 contains 23569 members 
Mstep: Class 30 contains 3165 members 
Mstep: Class 31 contains 2451 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 22703 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 21644 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3003 members 
Mstep: Class 38 contains 8595 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 565 members 
Mstep: Class 42 contains 46470 members 
Mstep: Class 43 contains 4174 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 22992 members 
Mstep: Class 48 contains 2326 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1571 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 242 members 
Mstep: Class 54 contains 626 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 20556 members 
Mstep: Class 57 contains 27490 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20781 members 
Mstep: Class 61 contains 23504 members 
Mstep: Class 62 contains 25808 members 
Mstep: Class 63 contains 20337 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 26778 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163688.000000 Penalty: 39727.804688
Iteration 179Q: 67 clusters Score -4.216369e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 15461 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 2284 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50778 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 17059 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7070 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 33487 members 
Mstep: Class 27 contains 7076 members 
Mstep: Class 28 contains 13354 members 
Mstep: Class 29 contains 23579 members 
Mstep: Class 30 contains 3167 members 
Mstep: Class 31 contains 2453 members 
Mstep: Class 32 contains 1485 members 
Mstep: Class 33 contains 22624 members 
Mstep: Class 34 contains 851 members 
Mstep: Class 35 contains 22424 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3013 members 
Mstep: Class 38 contains 8712 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 567 members 
Mstep: Class 42 contains 46460 members 
Mstep: Class 43 contains 4294 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 22952 members 
Mstep: Class 48 contains 2314 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1571 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 242 members 
Mstep: Class 54 contains 619 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 20346 members 
Mstep: Class 57 contains 27462 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20696 members 
Mstep: Class 61 contains 23646 members 
Mstep: Class 62 contains 25472 members 
Mstep: Class 63 contains 19614 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 26992 members 
Mstep: Class 66 contains 130 members 
Mstep: Class 67 contains 22488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165100.000000 Penalty: 39727.804688
Iteration 180F: 67 clusters Score -4.21651e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 14960 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50695 members 
Mstep: Class 14 contains 17289 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 17030 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7074 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2812 members 
Mstep: Class 26 contains 33969 members 
Mstep: Class 27 contains 7063 members 
Mstep: Class 28 contains 13138 members 
Mstep: Class 29 contains 23560 members 
Mstep: Class 30 contains 3168 members 
Mstep: Class 31 contains 2456 members 
Mstep: Class 32 contains 1476 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 23441 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 8833 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 46423 members 
Mstep: Class 43 contains 4400 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 22923 members 
Mstep: Class 48 contains 2306 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1570 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 616 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 19959 members 
Mstep: Class 57 contains 29049 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20631 members 
Mstep: Class 61 contains 23786 members 
Mstep: Class 62 contains 25461 members 
Mstep: Class 63 contains 18868 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 27352 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 21379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42164264.000000 Penalty: 39727.804688
Iteration 181Q: 67 clusters Score -4.216426e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 291 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50649 members 
Mstep: Class 14 contains 17119 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 17019 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7075 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 2657 members 
Mstep: Class 26 contains 34360 members 
Mstep: Class 27 contains 7050 members 
Mstep: Class 28 contains 12964 members 
Mstep: Class 29 contains 23556 members 
Mstep: Class 30 contains 3171 members 
Mstep: Class 31 contains 2467 members 
Mstep: Class 32 contains 1449 members 
Mstep: Class 33 contains 22468 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 24555 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3010 members 
Mstep: Class 38 contains 8890 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 46404 members 
Mstep: Class 43 contains 4484 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 22955 members 
Mstep: Class 48 contains 2297 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1572 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 239 members 
Mstep: Class 54 contains 617 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 19527 members 
Mstep: Class 57 contains 30396 members 
Mstep: Class 58 contains 533 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20614 members 
Mstep: Class 61 contains 23910 members 
Mstep: Class 62 contains 25330 members 
Mstep: Class 63 contains 18044 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 27694 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 20094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163064.000000 Penalty: 39727.804688
Iteration 182Q: 67 clusters Score -4.216306e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 348 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50502 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 17008 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7073 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 34757 members 
Mstep: Class 27 contains 7031 members 
Mstep: Class 28 contains 12793 members 
Mstep: Class 29 contains 23579 members 
Mstep: Class 30 contains 3170 members 
Mstep: Class 31 contains 2477 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 22409 members 
Mstep: Class 34 contains 854 members 
Mstep: Class 35 contains 25802 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 8971 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 575 members 
Mstep: Class 42 contains 46396 members 
Mstep: Class 43 contains 4575 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 22982 members 
Mstep: Class 48 contains 2288 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1571 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 619 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 19069 members 
Mstep: Class 57 contains 31264 members 
Mstep: Class 58 contains 533 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20557 members 
Mstep: Class 61 contains 24000 members 
Mstep: Class 62 contains 25062 members 
Mstep: Class 63 contains 17085 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 28104 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 18997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162472.000000 Penalty: 39727.804688
Iteration 183Q: 67 clusters Score -4.216247e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3288 members 
Mstep: Class 10 contains 2298 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50462 members 
Mstep: Class 14 contains 17011 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 543 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 3314 members 
Mstep: Class 20 contains 16988 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 7074 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 35160 members 
Mstep: Class 27 contains 7013 members 
Mstep: Class 28 contains 12651 members 
Mstep: Class 29 contains 23580 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 2478 members 
Mstep: Class 32 contains 1395 members 
Mstep: Class 33 contains 22352 members 
Mstep: Class 34 contains 855 members 
Mstep: Class 35 contains 27042 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2970 members 
Mstep: Class 38 contains 9026 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 575 members 
Mstep: Class 42 contains 46288 members 
Mstep: Class 43 contains 4670 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 23041 members 
Mstep: Class 48 contains 2284 members 
Mstep: Class 49 contains 354 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1570 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 615 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 18659 members 
Mstep: Class 57 contains 32043 members 
Mstep: Class 58 contains 533 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20510 members 
Mstep: Class 61 contains 24085 members 
Mstep: Class 62 contains 24911 members 
Mstep: Class 63 contains 16061 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 28457 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 18007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162084.000000 Penalty: 39727.804688
Iteration 184Q: 67 clusters Score -4.216208e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 14860 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50454 members 
Mstep: Class 14 contains 16971 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1078 members 
Mstep: Class 19 contains 3334 members 
Mstep: Class 20 contains 16963 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 7075 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 35518 members 
Mstep: Class 27 contains 6997 members 
Mstep: Class 28 contains 12525 members 
Mstep: Class 29 contains 23535 members 
Mstep: Class 30 contains 3172 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 1366 members 
Mstep: Class 33 contains 22299 members 
Mstep: Class 34 contains 856 members 
Mstep: Class 35 contains 28203 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2936 members 
Mstep: Class 38 contains 9066 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 575 members 
Mstep: Class 42 contains 45997 members 
Mstep: Class 43 contains 4764 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 23132 members 
Mstep: Class 48 contains 2279 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1567 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 611 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 18306 members 
Mstep: Class 57 contains 32698 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20475 members 
Mstep: Class 61 contains 24149 members 
Mstep: Class 62 contains 24971 members 
Mstep: Class 63 contains 15123 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 28733 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 17161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161692.000000 Penalty: 39727.804688
Iteration 185Q: 67 clusters Score -4.216169e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 336 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 11 contains 1349 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50507 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 544 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1079 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 16949 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 7075 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 35779 members 
Mstep: Class 27 contains 6980 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 23527 members 
Mstep: Class 30 contains 3174 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 1344 members 
Mstep: Class 33 contains 22255 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 29320 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2912 members 
Mstep: Class 38 contains 9116 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 577 members 
Mstep: Class 42 contains 45638 members 
Mstep: Class 43 contains 4845 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 23252 members 
Mstep: Class 48 contains 2276 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1561 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 612 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 17916 members 
Mstep: Class 57 contains 33190 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20456 members 
Mstep: Class 61 contains 24157 members 
Mstep: Class 62 contains 25148 members 
Mstep: Class 63 contains 14315 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 29070 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 16371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160980.000000 Penalty: 39727.804688
Iteration 186Q: 67 clusters Score -4.216098e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 333 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 14772 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 1387 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50562 members 
Mstep: Class 14 contains 16971 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 542 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 16939 members 
Mstep: Class 21 contains 259 members 
Mstep: Class 22 contains 7062 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 35964 members 
Mstep: Class 27 contains 6965 members 
Mstep: Class 28 contains 12194 members 
Mstep: Class 29 contains 23520 members 
Mstep: Class 30 contains 3171 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 22222 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 30291 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 9135 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 578 members 
Mstep: Class 42 contains 45297 members 
Mstep: Class 43 contains 4936 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 23393 members 
Mstep: Class 48 contains 2277 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1560 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 608 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 17517 members 
Mstep: Class 57 contains 33486 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20487 members 
Mstep: Class 61 contains 24157 members 
Mstep: Class 62 contains 25348 members 
Mstep: Class 63 contains 13666 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 29401 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 15750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160680.000000 Penalty: 39727.804688
Iteration 187Q: 67 clusters Score -4.216068e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 14711 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50609 members 
Mstep: Class 14 contains 17019 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 16938 members 
Mstep: Class 21 contains 258 members 
Mstep: Class 22 contains 7044 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 36042 members 
Mstep: Class 27 contains 6955 members 
Mstep: Class 28 contains 12014 members 
Mstep: Class 29 contains 23520 members 
Mstep: Class 30 contains 3175 members 
Mstep: Class 31 contains 2480 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 22194 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 31235 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2888 members 
Mstep: Class 38 contains 9175 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 45046 members 
Mstep: Class 43 contains 5003 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 23568 members 
Mstep: Class 48 contains 2278 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1557 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 599 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 17063 members 
Mstep: Class 57 contains 33544 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20512 members 
Mstep: Class 61 contains 24167 members 
Mstep: Class 62 contains 25531 members 
Mstep: Class 63 contains 13133 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 29735 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 15295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160688.000000 Penalty: 39727.804688
Iteration 188Q: 67 clusters Score -4.216069e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50652 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 16923 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 7014 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 36092 members 
Mstep: Class 27 contains 6950 members 
Mstep: Class 28 contains 11824 members 
Mstep: Class 29 contains 23512 members 
Mstep: Class 30 contains 3179 members 
Mstep: Class 31 contains 2483 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 22159 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 32149 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 9234 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44879 members 
Mstep: Class 43 contains 5059 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 23751 members 
Mstep: Class 48 contains 2276 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1557 members 
Mstep: Class 52 contains 212 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 591 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 16547 members 
Mstep: Class 57 contains 33545 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20557 members 
Mstep: Class 61 contains 24161 members 
Mstep: Class 62 contains 25688 members 
Mstep: Class 63 contains 12678 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 30136 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 14902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160384.000000 Penalty: 39727.804688
Iteration 189Q: 67 clusters Score -4.216038e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 1500 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50704 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 20 contains 16921 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2197 members 
Mstep: Class 26 contains 36098 members 
Mstep: Class 27 contains 6944 members 
Mstep: Class 28 contains 11644 members 
Mstep: Class 29 contains 23505 members 
Mstep: Class 30 contains 3183 members 
Mstep: Class 31 contains 2485 members 
Mstep: Class 32 contains 1293 members 
Mstep: Class 33 contains 22128 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 33039 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 9329 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44758 members 
Mstep: Class 43 contains 5119 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 23901 members 
Mstep: Class 48 contains 2276 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1557 members 
Mstep: Class 52 contains 213 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 580 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 16023 members 
Mstep: Class 57 contains 33492 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20559 members 
Mstep: Class 61 contains 24116 members 
Mstep: Class 62 contains 25848 members 
Mstep: Class 63 contains 12258 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 30592 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160336.000000 Penalty: 39727.804688
Iteration 190Q: 67 clusters Score -4.216034e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 14475 members 
Mstep: Class 6 contains 292 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3266 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50707 members 
Mstep: Class 14 contains 17173 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 16921 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6937 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 36131 members 
Mstep: Class 27 contains 6941 members 
Mstep: Class 28 contains 11459 members 
Mstep: Class 29 contains 23512 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2485 members 
Mstep: Class 32 contains 1287 members 
Mstep: Class 33 contains 22098 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 33908 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 9456 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44670 members 
Mstep: Class 43 contains 5177 members 
Mstep: Class 44 contains 159 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 24075 members 
Mstep: Class 48 contains 2272 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1556 members 
Mstep: Class 52 contains 215 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 573 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 15500 members 
Mstep: Class 57 contains 33395 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20521 members 
Mstep: Class 61 contains 24109 members 
Mstep: Class 62 contains 25934 members 
Mstep: Class 63 contains 11875 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 30988 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 14239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160092.000000 Penalty: 39727.804688
Iteration 191Q: 67 clusters Score -4.216009e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 14408 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50678 members 
Mstep: Class 14 contains 17262 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3397 members 
Mstep: Class 20 contains 16932 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 36144 members 
Mstep: Class 27 contains 6934 members 
Mstep: Class 28 contains 11304 members 
Mstep: Class 29 contains 23515 members 
Mstep: Class 30 contains 3180 members 
Mstep: Class 31 contains 2486 members 
Mstep: Class 32 contains 1286 members 
Mstep: Class 33 contains 22060 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 34758 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2817 members 
Mstep: Class 38 contains 9608 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44614 members 
Mstep: Class 43 contains 5235 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 24279 members 
Mstep: Class 48 contains 2273 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1554 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 565 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 14988 members 
Mstep: Class 57 contains 33252 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20436 members 
Mstep: Class 61 contains 24048 members 
Mstep: Class 62 contains 25988 members 
Mstep: Class 63 contains 11514 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 31376 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159776.000000 Penalty: 39727.804688
Iteration 192Q: 67 clusters Score -4.215978e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50664 members 
Mstep: Class 14 contains 17349 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1081 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 16955 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 36161 members 
Mstep: Class 27 contains 6932 members 
Mstep: Class 28 contains 11185 members 
Mstep: Class 29 contains 23506 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2488 members 
Mstep: Class 32 contains 1280 members 
Mstep: Class 33 contains 22028 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 35641 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 9745 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44574 members 
Mstep: Class 43 contains 5282 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 24443 members 
Mstep: Class 48 contains 2270 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1551 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 552 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 14501 members 
Mstep: Class 57 contains 33019 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20357 members 
Mstep: Class 61 contains 23992 members 
Mstep: Class 62 contains 26025 members 
Mstep: Class 63 contains 11181 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 31745 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160944.000000 Penalty: 39727.804688
Iteration 193Q: 67 clusters Score -4.216094e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 14294 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50637 members 
Mstep: Class 14 contains 17441 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 16984 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 36160 members 
Mstep: Class 27 contains 6929 members 
Mstep: Class 28 contains 11036 members 
Mstep: Class 29 contains 23489 members 
Mstep: Class 30 contains 3185 members 
Mstep: Class 31 contains 2489 members 
Mstep: Class 32 contains 1274 members 
Mstep: Class 33 contains 21997 members 
Mstep: Class 34 contains 859 members 
Mstep: Class 35 contains 36774 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 9882 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44561 members 
Mstep: Class 43 contains 5330 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 24598 members 
Mstep: Class 48 contains 2267 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1549 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 543 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 14058 members 
Mstep: Class 57 contains 32420 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20289 members 
Mstep: Class 61 contains 23948 members 
Mstep: Class 62 contains 26036 members 
Mstep: Class 63 contains 10942 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 32081 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162556.000000 Penalty: 39727.804688
Iteration 194Q: 67 clusters Score -4.216256e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 14283 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50588 members 
Mstep: Class 14 contains 17532 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 17023 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 36146 members 
Mstep: Class 27 contains 6927 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 23517 members 
Mstep: Class 30 contains 3181 members 
Mstep: Class 31 contains 2489 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 21970 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 38416 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 10020 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44574 members 
Mstep: Class 43 contains 5368 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1013 members 
Mstep: Class 46 contains 24751 members 
Mstep: Class 48 contains 2264 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1550 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 537 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 13651 members 
Mstep: Class 57 contains 31003 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20220 members 
Mstep: Class 61 contains 23920 members 
Mstep: Class 62 contains 26027 members 
Mstep: Class 63 contains 10945 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 32358 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42163388.000000 Penalty: 39727.804688
Iteration 195Q: 67 clusters Score -4.216339e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 14288 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17619 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1080 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 17053 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1995 members 
Mstep: Class 26 contains 36124 members 
Mstep: Class 27 contains 6922 members 
Mstep: Class 28 contains 10750 members 
Mstep: Class 29 contains 23608 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2489 members 
Mstep: Class 32 contains 1272 members 
Mstep: Class 33 contains 21931 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 40412 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2673 members 
Mstep: Class 38 contains 10161 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44583 members 
Mstep: Class 43 contains 5408 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 24893 members 
Mstep: Class 48 contains 2261 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1546 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 532 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 13256 members 
Mstep: Class 57 contains 28870 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20146 members 
Mstep: Class 61 contains 23911 members 
Mstep: Class 62 contains 26034 members 
Mstep: Class 63 contains 11272 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 32620 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42162176.000000 Penalty: 39727.804688
Iteration 196Q: 67 clusters Score -4.216218e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3113 members 
Mstep: Class 5 contains 14307 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50533 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 17081 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6865 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1956 members 
Mstep: Class 26 contains 36105 members 
Mstep: Class 27 contains 6921 members 
Mstep: Class 28 contains 10589 members 
Mstep: Class 29 contains 23771 members 
Mstep: Class 30 contains 3176 members 
Mstep: Class 31 contains 2491 members 
Mstep: Class 32 contains 1269 members 
Mstep: Class 33 contains 21906 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 41718 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2648 members 
Mstep: Class 38 contains 10307 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44600 members 
Mstep: Class 43 contains 5445 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25042 members 
Mstep: Class 48 contains 2259 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 523 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12898 members 
Mstep: Class 57 contains 27062 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 20086 members 
Mstep: Class 61 contains 23898 members 
Mstep: Class 62 contains 26037 members 
Mstep: Class 63 contains 11869 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 32855 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 13048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42161028.000000 Penalty: 39727.804688
Iteration 197Q: 67 clusters Score -4.216103e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 14318 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 1591 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50555 members 
Mstep: Class 14 contains 17716 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 17116 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 36089 members 
Mstep: Class 27 contains 6910 members 
Mstep: Class 28 contains 10454 members 
Mstep: Class 29 contains 23879 members 
Mstep: Class 30 contains 3168 members 
Mstep: Class 31 contains 2490 members 
Mstep: Class 32 contains 1266 members 
Mstep: Class 33 contains 21890 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 42006 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2628 members 
Mstep: Class 38 contains 10472 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44614 members 
Mstep: Class 43 contains 5483 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25199 members 
Mstep: Class 48 contains 2255 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 518 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12575 members 
Mstep: Class 57 contains 26321 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19997 members 
Mstep: Class 61 contains 23879 members 
Mstep: Class 62 contains 26063 members 
Mstep: Class 63 contains 12503 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33027 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160452.000000 Penalty: 39727.804688
Iteration 198Q: 67 clusters Score -4.216045e+07 nChanged 4005
Entering ConstructFrom: 
Score: -42160452.000000 Penalty: 39727.804688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -13584.309570 Penalty: 278.071777
	Iteration 0F: 2 clusters Score -13584.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13125.080078 Penalty: 556.143555
	Iteration 0F: 3 clusters Score -13125.08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13279.890625 Penalty: 556.143555
	Iteration 1F: 3 clusters Score -13279.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13344.040039 Penalty: 556.143555
	Iteration 2F: 3 clusters Score -13344.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13414.287109 Penalty: 556.143555
	Iteration 3F: 3 clusters Score -13414.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13454.486328 Penalty: 556.143555
	Iteration 4F: 3 clusters Score -13454.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13484.152344 Penalty: 556.143555
	Iteration 5F: 3 clusters Score -13484.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13514.130859 Penalty: 556.143555
	Iteration 6Q: 3 clusters Score -13514.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -13531.563477 Penalty: 556.143555
	Iteration 7Q: 3 clusters Score -13531.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13537.372070 Penalty: 556.143555
	Iteration 8Q: 3 clusters Score -13537.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13540.742188 Penalty: 556.143555
	Iteration 9Q: 3 clusters Score -13540.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13541.041016 Penalty: 556.143555
	Iteration 10Q: 3 clusters Score -13541.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13542.317383 Penalty: 556.143555
	Iteration 11Q: 3 clusters Score -13542.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13544.319336 Penalty: 556.143555
	Iteration 12Q: 3 clusters Score -13544.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -13544.319336 Penalty: 556.143555
	Iteration 13F: 3 clusters Score -13544.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29270.121094 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29270.12 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 265 members 
Entering Unmasked Estep 
Score: -28751.144531 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28751.14 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28927.660156 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28927.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29011.746094 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -29011.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29069.494141 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -29069.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29108.750000 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -29108.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29135.681641 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29135.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29142.091797 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29142.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29144.625000 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29144.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29148.003906 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29150.261719 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29150.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29153.337891 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29153.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29154.914062 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29154.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29155.806641 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29155.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29156.593750 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -29156.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29157.439453 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -29157.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29157.873047 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -29157.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29158.683594 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -29158.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29160.083984 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -29160.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29160.083984 Penalty: 572.364136
	Iteration 18F: 3 clusters Score -29160.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -6273.729492 Penalty: 263.996368
	Iteration 0F: 2 clusters Score -6273.729 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 147 members 
Entering Unmasked Estep 
Score: -5945.078125 Penalty: 527.992737
	Iteration 0F: 3 clusters Score -5945.078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6121.872559 Penalty: 527.992737
	Iteration 1F: 3 clusters Score -6121.873 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6173.158203 Penalty: 527.992737
	Iteration 2F: 3 clusters Score -6173.158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6196.116211 Penalty: 527.992737
	Iteration 3Q: 3 clusters Score -6196.116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6200.184570 Penalty: 527.992737
	Iteration 4Q: 3 clusters Score -6200.185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6202.946289 Penalty: 527.992737
	Iteration 5Q: 3 clusters Score -6202.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6213.126953 Penalty: 527.992737
	Iteration 6Q: 3 clusters Score -6213.127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6216.375488 Penalty: 527.992737
	Iteration 7Q: 3 clusters Score -6216.375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6217.925293 Penalty: 527.992737
	Iteration 8Q: 3 clusters Score -6217.925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6223.143555 Penalty: 527.992737
	Iteration 9Q: 3 clusters Score -6223.144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6231.273926 Penalty: 527.992737
	Iteration 10Q: 3 clusters Score -6231.274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6236.486816 Penalty: 527.992737
	Iteration 11Q: 3 clusters Score -6236.487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6246.481445 Penalty: 527.992737
	Iteration 12Q: 3 clusters Score -6246.481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6252.637207 Penalty: 527.992737
	Iteration 13Q: 3 clusters Score -6252.637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6257.456543 Penalty: 527.992737
	Iteration 14Q: 3 clusters Score -6257.457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6265.535645 Penalty: 527.992737
	Iteration 15Q: 3 clusters Score -6265.536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6265.535645 Penalty: 527.992737
	Iteration 16F: 3 clusters Score -6265.536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -231526.984375 Penalty: 365.898926
	Iteration 0F: 2 clusters Score -231527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -229350.390625 Penalty: 731.797852
	Iteration 0F: 3 clusters Score -229350.4 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -230069.953125 Penalty: 731.797852
	Iteration 1F: 3 clusters Score -230070 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -230175.453125 Penalty: 731.797852
	Iteration 2F: 3 clusters Score -230175.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -230291.171875 Penalty: 731.797852
	Iteration 3F: 3 clusters Score -230291.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -230434.109375 Penalty: 731.797852
	Iteration 4F: 3 clusters Score -230434.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230634.750000 Penalty: 731.797852
	Iteration 5F: 3 clusters Score -230634.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -230839.218750 Penalty: 731.797852
	Iteration 6F: 3 clusters Score -230839.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -231001.609375 Penalty: 731.797852
	Iteration 7F: 3 clusters Score -231001.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -231114.515625 Penalty: 731.797852
	Iteration 8Q: 3 clusters Score -231114.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -231178.140625 Penalty: 731.797852
	Iteration 9Q: 3 clusters Score -231178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -231204.687500 Penalty: 731.797852
	Iteration 10Q: 3 clusters Score -231204.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -231223.125000 Penalty: 731.797852
	Iteration 11Q: 3 clusters Score -231223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -231230.921875 Penalty: 731.797852
	Iteration 12Q: 3 clusters Score -231230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -231230.921875 Penalty: 731.797852
	Iteration 13F: 3 clusters Score -231230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Entering Unmasked Estep 
Score: -1144360.500000 Penalty: 435.376495
	Iteration 0F: 2 clusters Score -1144360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1134837.500000 Penalty: 870.752991
	Iteration 0F: 3 clusters Score -1134838 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1138585.750000 Penalty: 870.752991
	Iteration 1F: 3 clusters Score -1138586 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1138757.875000 Penalty: 870.752991
	Iteration 2Q: 3 clusters Score -1138758 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1138956.125000 Penalty: 870.752991
	Iteration 3Q: 3 clusters Score -1138956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1139201.750000 Penalty: 870.752991
	Iteration 4Q: 3 clusters Score -1139202 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1139528.625000 Penalty: 870.752991
	Iteration 5Q: 3 clusters Score -1139529 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1139999.625000 Penalty: 870.752991
	Iteration 6F: 3 clusters Score -1140000 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1140513.250000 Penalty: 870.752991
	Iteration 7F: 3 clusters Score -1140513 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1141126.875000 Penalty: 870.752991
	Iteration 8F: 3 clusters Score -1141127 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1141771.375000 Penalty: 870.752991
	Iteration 9F: 3 clusters Score -1141771 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1142307.375000 Penalty: 870.752991
	Iteration 10Q: 3 clusters Score -1142307 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1142730.250000 Penalty: 870.752991
	Iteration 11Q: 3 clusters Score -1142730 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1143002.875000 Penalty: 870.752991
	Iteration 12Q: 3 clusters Score -1143003 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1143195.000000 Penalty: 870.752991
	Iteration 13Q: 3 clusters Score -1143195 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1143314.500000 Penalty: 870.752991
	Iteration 14Q: 3 clusters Score -1143314 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1143419.375000 Penalty: 870.752991
	Iteration 15Q: 3 clusters Score -1143419 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1143511.625000 Penalty: 870.752991
	Iteration 16Q: 3 clusters Score -1143512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1143585.875000 Penalty: 870.752991
	Iteration 17Q: 3 clusters Score -1143586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1143660.375000 Penalty: 870.752991
	Iteration 18Q: 3 clusters Score -1143660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1143720.125000 Penalty: 870.752991
	Iteration 19Q: 3 clusters Score -1143720 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1143777.875000 Penalty: 870.752991
	Iteration 20F: 3 clusters Score -1143778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1143828.750000 Penalty: 870.752991
	Iteration 21Q: 3 clusters Score -1143829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1143869.750000 Penalty: 870.752991
	Iteration 22Q: 3 clusters Score -1143870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1143909.125000 Penalty: 870.752991
	Iteration 23Q: 3 clusters Score -1143909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1143935.750000 Penalty: 870.752991
	Iteration 24Q: 3 clusters Score -1143936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1143950.750000 Penalty: 870.752991
	Iteration 25Q: 3 clusters Score -1143951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1143961.750000 Penalty: 870.752991
	Iteration 26Q: 3 clusters Score -1143962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1143971.625000 Penalty: 870.752991
	Iteration 27Q: 3 clusters Score -1143972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1143976.125000 Penalty: 870.752991
	Iteration 28Q: 3 clusters Score -1143976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1143984.250000 Penalty: 870.752991
	Iteration 29Q: 3 clusters Score -1143984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1143990.000000 Penalty: 870.752991
	Iteration 30Q: 3 clusters Score -1143990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1143995.875000 Penalty: 870.752991
	Iteration 31Q: 3 clusters Score -1143996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1144001.125000 Penalty: 870.752991
	Iteration 32Q: 3 clusters Score -1144001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1144005.000000 Penalty: 870.752991
	Iteration 33Q: 3 clusters Score -1144005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1144006.125000 Penalty: 870.752991
	Iteration 34Q: 3 clusters Score -1144006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1144006.875000 Penalty: 870.752991
	Iteration 35Q: 3 clusters Score -1144007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1144007.250000 Penalty: 870.752991
	Iteration 36Q: 3 clusters Score -1144007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1144009.875000 Penalty: 870.752991
	Iteration 37Q: 3 clusters Score -1144010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1144011.875000 Penalty: 870.752991
	Iteration 38Q: 3 clusters Score -1144012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1144013.000000 Penalty: 870.752991
	Iteration 39Q: 3 clusters Score -1144013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1144013.000000 Penalty: 870.752991
	Iteration 40F: 3 clusters Score -1144013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1144013.875000 Penalty: 870.752991
	Iteration 41Q: 3 clusters Score -1144014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1144015.125000 Penalty: 870.752991
	Iteration 42Q: 3 clusters Score -1144015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1144015.250000 Penalty: 870.752991
	Iteration 43Q: 3 clusters Score -1144015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1144015.250000 Penalty: 870.752991
	Iteration 44F: 3 clusters Score -1144015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -12522.143555 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -12522.14 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 166 members 
Entering Unmasked Estep 
Score: -12184.794922 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -12184.79 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12292.575195 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -12292.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12341.566406 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -12341.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12371.248047 Penalty: 516.895691
	Iteration 3F: 3 clusters Score -12371.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12387.366211 Penalty: 516.895691
	Iteration 4Q: 3 clusters Score -12387.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12398.153320 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -12398.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12414.164062 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -12414.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12415.402344 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -12415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12418.855469 Penalty: 516.895691
	Iteration 8Q: 3 clusters Score -12418.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12420.434570 Penalty: 516.895691
	Iteration 9Q: 3 clusters Score -12420.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12421.240234 Penalty: 516.895691
	Iteration 10Q: 3 clusters Score -12421.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12421.240234 Penalty: 516.895691
	Iteration 11F: 3 clusters Score -12421.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -495315.000000 Penalty: 398.393219
	Iteration 0F: 2 clusters Score -495315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -491125.531250 Penalty: 796.786438
	Iteration 0F: 3 clusters Score -491125.5 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -492679.500000 Penalty: 796.786438
	Iteration 1F: 3 clusters Score -492679.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -492849.937500 Penalty: 796.786438
	Iteration 2F: 3 clusters Score -492849.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -493063.562500 Penalty: 796.786438
	Iteration 3F: 3 clusters Score -493063.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -493323.875000 Penalty: 796.786438
	Iteration 4F: 3 clusters Score -493323.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -493632.625000 Penalty: 796.786438
	Iteration 5F: 3 clusters Score -493632.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -493950.031250 Penalty: 796.786438
	Iteration 6F: 3 clusters Score -493950 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -494174.218750 Penalty: 796.786438
	Iteration 7Q: 3 clusters Score -494174.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -494311.718750 Penalty: 796.786438
	Iteration 8Q: 3 clusters Score -494311.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -494383.093750 Penalty: 796.786438
	Iteration 9Q: 3 clusters Score -494383.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -494431.281250 Penalty: 796.786438
	Iteration 10Q: 3 clusters Score -494431.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -494469.968750 Penalty: 796.786438
	Iteration 11Q: 3 clusters Score -494470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -494511.687500 Penalty: 796.786438
	Iteration 12Q: 3 clusters Score -494511.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -494542.562500 Penalty: 796.786438
	Iteration 13Q: 3 clusters Score -494542.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -494567.906250 Penalty: 796.786438
	Iteration 14Q: 3 clusters Score -494567.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -494599.093750 Penalty: 796.786438
	Iteration 15Q: 3 clusters Score -494599.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -494626.031250 Penalty: 796.786438
	Iteration 16Q: 3 clusters Score -494626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -494654.250000 Penalty: 796.786438
	Iteration 17Q: 3 clusters Score -494654.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -494689.062500 Penalty: 796.786438
	Iteration 18Q: 3 clusters Score -494689.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -494727.687500 Penalty: 796.786438
	Iteration 19Q: 3 clusters Score -494727.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -494759.968750 Penalty: 796.786438
	Iteration 20F: 3 clusters Score -494760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -494779.937500 Penalty: 796.786438
	Iteration 21Q: 3 clusters Score -494779.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -494793.312500 Penalty: 796.786438
	Iteration 22Q: 3 clusters Score -494793.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -494802.562500 Penalty: 796.786438
	Iteration 23Q: 3 clusters Score -494802.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -494811.687500 Penalty: 796.786438
	Iteration 24Q: 3 clusters Score -494811.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -494820.218750 Penalty: 796.786438
	Iteration 25Q: 3 clusters Score -494820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -494825.062500 Penalty: 796.786438
	Iteration 26Q: 3 clusters Score -494825.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -494834.625000 Penalty: 796.786438
	Iteration 27Q: 3 clusters Score -494834.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -494841.468750 Penalty: 796.786438
	Iteration 28Q: 3 clusters Score -494841.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -494845.750000 Penalty: 796.786438
	Iteration 29Q: 3 clusters Score -494845.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -494850.343750 Penalty: 796.786438
	Iteration 30Q: 3 clusters Score -494850.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -494855.343750 Penalty: 796.786438
	Iteration 31Q: 3 clusters Score -494855.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -494860.531250 Penalty: 796.786438
	Iteration 32Q: 3 clusters Score -494860.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -494864.093750 Penalty: 796.786438
	Iteration 33Q: 3 clusters Score -494864.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -494868.593750 Penalty: 796.786438
	Iteration 34Q: 3 clusters Score -494868.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494871.031250 Penalty: 796.786438
	Iteration 35Q: 3 clusters Score -494871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -494873.531250 Penalty: 796.786438
	Iteration 36Q: 3 clusters Score -494873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -494874.843750 Penalty: 796.786438
	Iteration 37Q: 3 clusters Score -494874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -494878.468750 Penalty: 796.786438
	Iteration 38Q: 3 clusters Score -494878.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -494881.187500 Penalty: 796.786438
	Iteration 39Q: 3 clusters Score -494881.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -494882.156250 Penalty: 796.786438
	Iteration 40F: 3 clusters Score -494882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -494884.625000 Penalty: 796.786438
	Iteration 41Q: 3 clusters Score -494884.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -494885.562500 Penalty: 796.786438
	Iteration 42Q: 3 clusters Score -494885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -494887.218750 Penalty: 796.786438
	Iteration 43Q: 3 clusters Score -494887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -494888.718750 Penalty: 796.786438
	Iteration 44Q: 3 clusters Score -494888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -494889.468750 Penalty: 796.786438
	Iteration 45Q: 3 clusters Score -494889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494890.906250 Penalty: 796.786438
	Iteration 46Q: 3 clusters Score -494890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494890.968750 Penalty: 796.786438
	Iteration 47Q: 3 clusters Score -494891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -494891.093750 Penalty: 796.786438
	Iteration 48Q: 3 clusters Score -494891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494891.343750 Penalty: 796.786438
	Iteration 49Q: 3 clusters Score -494891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -494891.718750 Penalty: 796.786438
	Iteration 50Q: 3 clusters Score -494891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -494892.906250 Penalty: 796.786438
	Iteration 51Q: 3 clusters Score -494892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -494892.875000 Penalty: 796.786438
	Iteration 52Q: 3 clusters Score -494892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494894.000000 Penalty: 796.786438
	Iteration 53Q: 3 clusters Score -494894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -494893.937500 Penalty: 796.786438
	Iteration 54Q: 3 clusters Score -494893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -494894.906250 Penalty: 796.786438
	Iteration 55Q: 3 clusters Score -494894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -494895.656250 Penalty: 796.786438
	Iteration 56Q: 3 clusters Score -494895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -494895.593750 Penalty: 796.786438
	Iteration 57Q: 3 clusters Score -494895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -494896.125000 Penalty: 796.786438
	Iteration 58Q: 3 clusters Score -494896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -494897.812500 Penalty: 796.786438
	Iteration 59Q: 3 clusters Score -494897.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -494898.468750 Penalty: 796.786438
	Iteration 60F: 3 clusters Score -494898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -494900.468750 Penalty: 796.786438
	Iteration 61Q: 3 clusters Score -494900.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -494902.406250 Penalty: 796.786438
	Iteration 62Q: 3 clusters Score -494902.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -494903.843750 Penalty: 796.786438
	Iteration 63Q: 3 clusters Score -494903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -494904.906250 Penalty: 796.786438
	Iteration 64Q: 3 clusters Score -494904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -494905.218750 Penalty: 796.786438
	Iteration 65Q: 3 clusters Score -494905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -494904.687500 Penalty: 796.786438
	Iteration 66Q: 3 clusters Score -494904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -494906.312500 Penalty: 796.786438
	Iteration 67Q: 3 clusters Score -494906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -494906.312500 Penalty: 796.786438
	Iteration 68Q: 3 clusters Score -494906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -494906.906250 Penalty: 796.786438
	Iteration 69Q: 3 clusters Score -494906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -494907.500000 Penalty: 796.786438
	Iteration 70Q: 3 clusters Score -494907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -494907.281250 Penalty: 796.786438
	Iteration 71Q: 3 clusters Score -494907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -494908.375000 Penalty: 796.786438
	Iteration 72Q: 3 clusters Score -494908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -494908.468750 Penalty: 796.786438
	Iteration 73Q: 3 clusters Score -494908.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -494909.625000 Penalty: 796.786438
	Iteration 74Q: 3 clusters Score -494909.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -494910.968750 Penalty: 796.786438
	Iteration 75Q: 3 clusters Score -494911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -494914.437500 Penalty: 796.786438
	Iteration 76Q: 3 clusters Score -494914.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -494919.031250 Penalty: 796.786438
	Iteration 77Q: 3 clusters Score -494919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -494924.718750 Penalty: 796.786438
	Iteration 78Q: 3 clusters Score -494924.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -494927.875000 Penalty: 796.786438
	Iteration 79Q: 3 clusters Score -494927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -494931.656250 Penalty: 796.786438
	Iteration 80F: 3 clusters Score -494931.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -494934.625000 Penalty: 796.786438
	Iteration 81Q: 3 clusters Score -494934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -494936.750000 Penalty: 796.786438
	Iteration 82Q: 3 clusters Score -494936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -494939.093750 Penalty: 796.786438
	Iteration 83Q: 3 clusters Score -494939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -494940.875000 Penalty: 796.786438
	Iteration 84Q: 3 clusters Score -494940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -494941.062500 Penalty: 796.786438
	Iteration 85Q: 3 clusters Score -494941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -494941.187500 Penalty: 796.786438
	Iteration 86Q: 3 clusters Score -494941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -494941.750000 Penalty: 796.786438
	Iteration 87Q: 3 clusters Score -494941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -494941.875000 Penalty: 796.786438
	Iteration 88Q: 3 clusters Score -494941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -494942.656250 Penalty: 796.786438
	Iteration 89Q: 3 clusters Score -494942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -494943.406250 Penalty: 796.786438
	Iteration 90Q: 3 clusters Score -494943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -494943.406250 Penalty: 796.786438
	Iteration 91F: 3 clusters Score -494943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -25202.029297 Penalty: 272.497742
	Iteration 0F: 2 clusters Score -25202.03 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 212 members 
Entering Unmasked Estep 
Score: -24798.199219 Penalty: 544.995483
	Iteration 0F: 3 clusters Score -24798.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24910.884766 Penalty: 544.995483
	Iteration 1F: 3 clusters Score -24910.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24966.201172 Penalty: 544.995483
	Iteration 2F: 3 clusters Score -24966.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25011.046875 Penalty: 544.995483
	Iteration 3F: 3 clusters Score -25011.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25038.345703 Penalty: 544.995483
	Iteration 4Q: 3 clusters Score -25038.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25050.230469 Penalty: 544.995483
	Iteration 5Q: 3 clusters Score -25050.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25068.791016 Penalty: 544.995483
	Iteration 6Q: 3 clusters Score -25068.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25082.013672 Penalty: 544.995483
	Iteration 7Q: 3 clusters Score -25082.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25091.849609 Penalty: 544.995483
	Iteration 8Q: 3 clusters Score -25091.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25098.357422 Penalty: 544.995483
	Iteration 9Q: 3 clusters Score -25098.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25107.244141 Penalty: 544.995483
	Iteration 10Q: 3 clusters Score -25107.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25114.634766 Penalty: 544.995483
	Iteration 11Q: 3 clusters Score -25114.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25124.773438 Penalty: 544.995483
	Iteration 12Q: 3 clusters Score -25124.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25126.873047 Penalty: 544.995483
	Iteration 13Q: 3 clusters Score -25126.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25128.919922 Penalty: 544.995483
	Iteration 14Q: 3 clusters Score -25128.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25129.931641 Penalty: 544.995483
	Iteration 15Q: 3 clusters Score -25129.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25131.433594 Penalty: 544.995483
	Iteration 16Q: 3 clusters Score -25131.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25132.792969 Penalty: 544.995483
	Iteration 17Q: 3 clusters Score -25132.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25132.792969 Penalty: 544.995483
	Iteration 18F: 3 clusters Score -25132.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -244422.234375 Penalty: 368.474426
	Iteration 0F: 2 clusters Score -244422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -242156.000000 Penalty: 736.948853
	Iteration 0F: 3 clusters Score -242156 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -242985.875000 Penalty: 736.948853
	Iteration 1F: 3 clusters Score -242985.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -243119.796875 Penalty: 736.948853
	Iteration 2F: 3 clusters Score -243119.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243239.031250 Penalty: 736.948853
	Iteration 3F: 3 clusters Score -243239 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -243397.468750 Penalty: 736.948853
	Iteration 4F: 3 clusters Score -243397.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -243602.890625 Penalty: 736.948853
	Iteration 5F: 3 clusters Score -243602.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -243837.593750 Penalty: 736.948853
	Iteration 6F: 3 clusters Score -243837.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -244005.687500 Penalty: 736.948853
	Iteration 7Q: 3 clusters Score -244005.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -244066.796875 Penalty: 736.948853
	Iteration 8Q: 3 clusters Score -244066.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -244097.546875 Penalty: 736.948853
	Iteration 9Q: 3 clusters Score -244097.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -244111.953125 Penalty: 736.948853
	Iteration 10Q: 3 clusters Score -244112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -244121.281250 Penalty: 736.948853
	Iteration 11Q: 3 clusters Score -244121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -244129.140625 Penalty: 736.948853
	Iteration 12Q: 3 clusters Score -244129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -244134.093750 Penalty: 736.948853
	Iteration 13Q: 3 clusters Score -244134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -244137.125000 Penalty: 736.948853
	Iteration 14Q: 3 clusters Score -244137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -244139.968750 Penalty: 736.948853
	Iteration 15Q: 3 clusters Score -244140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -244142.578125 Penalty: 736.948853
	Iteration 16Q: 3 clusters Score -244142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -244145.437500 Penalty: 736.948853
	Iteration 17Q: 3 clusters Score -244145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -244146.703125 Penalty: 736.948853
	Iteration 18Q: 3 clusters Score -244146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -244146.703125 Penalty: 736.948853
	Iteration 19F: 3 clusters Score -244146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -167554.312500 Penalty: 352.180450
	Iteration 0F: 2 clusters Score -167554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -165915.796875 Penalty: 704.360901
	Iteration 0F: 3 clusters Score -165915.8 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -166597.765625 Penalty: 704.360901
	Iteration 1F: 3 clusters Score -166597.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -166722.234375 Penalty: 704.360901
	Iteration 2F: 3 clusters Score -166722.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -166804.750000 Penalty: 704.360901
	Iteration 3F: 3 clusters Score -166804.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -166877.156250 Penalty: 704.360901
	Iteration 4F: 3 clusters Score -166877.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166943.265625 Penalty: 704.360901
	Iteration 5Q: 3 clusters Score -166943.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -167010.937500 Penalty: 704.360901
	Iteration 6Q: 3 clusters Score -167010.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -167060.750000 Penalty: 704.360901
	Iteration 7Q: 3 clusters Score -167060.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -167096.546875 Penalty: 704.360901
	Iteration 8Q: 3 clusters Score -167096.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -167123.078125 Penalty: 704.360901
	Iteration 9Q: 3 clusters Score -167123.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -167136.390625 Penalty: 704.360901
	Iteration 10Q: 3 clusters Score -167136.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -167143.078125 Penalty: 704.360901
	Iteration 11Q: 3 clusters Score -167143.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -167149.640625 Penalty: 704.360901
	Iteration 12Q: 3 clusters Score -167149.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -167154.156250 Penalty: 704.360901
	Iteration 13Q: 3 clusters Score -167154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -167156.468750 Penalty: 704.360901
	Iteration 14Q: 3 clusters Score -167156.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -167157.703125 Penalty: 704.360901
	Iteration 15Q: 3 clusters Score -167157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -167159.359375 Penalty: 704.360901
	Iteration 16Q: 3 clusters Score -167159.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -167161.125000 Penalty: 704.360901
	Iteration 17Q: 3 clusters Score -167161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -167162.859375 Penalty: 704.360901
	Iteration 18Q: 3 clusters Score -167162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -167163.468750 Penalty: 704.360901
	Iteration 19Q: 3 clusters Score -167163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -167163.750000 Penalty: 704.360901
	Iteration 20F: 3 clusters Score -167163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -167163.906250 Penalty: 704.360901
	Iteration 21Q: 3 clusters Score -167163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -167163.984375 Penalty: 704.360901
	Iteration 22Q: 3 clusters Score -167164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -167164.265625 Penalty: 704.360901
	Iteration 23Q: 3 clusters Score -167164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -167164.265625 Penalty: 704.360901
	Iteration 24F: 3 clusters Score -167164.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -130526.195312 Penalty: 335.971527
	Iteration 0F: 2 clusters Score -130526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -129319.281250 Penalty: 671.943054
	Iteration 0F: 3 clusters Score -129319.3 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -129652.515625 Penalty: 671.943054
	Iteration 1F: 3 clusters Score -129652.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -129738.140625 Penalty: 671.943054
	Iteration 2F: 3 clusters Score -129738.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -129794.578125 Penalty: 671.943054
	Iteration 3F: 3 clusters Score -129794.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -129828.554688 Penalty: 671.943054
	Iteration 4Q: 3 clusters Score -129828.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -129865.328125 Penalty: 671.943054
	Iteration 5Q: 3 clusters Score -129865.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -129894.093750 Penalty: 671.943054
	Iteration 6Q: 3 clusters Score -129894.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -129927.898438 Penalty: 671.943054
	Iteration 7Q: 3 clusters Score -129927.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -129966.648438 Penalty: 671.943054
	Iteration 8Q: 3 clusters Score -129966.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -130003.656250 Penalty: 671.943054
	Iteration 9Q: 3 clusters Score -130003.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130030.140625 Penalty: 671.943054
	Iteration 10Q: 3 clusters Score -130030.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -130045.726562 Penalty: 671.943054
	Iteration 11Q: 3 clusters Score -130045.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130060.679688 Penalty: 671.943054
	Iteration 12Q: 3 clusters Score -130060.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130080.625000 Penalty: 671.943054
	Iteration 13Q: 3 clusters Score -130080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -130101.507812 Penalty: 671.943054
	Iteration 14Q: 3 clusters Score -130101.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130117.492188 Penalty: 671.943054
	Iteration 15Q: 3 clusters Score -130117.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -130133.695312 Penalty: 671.943054
	Iteration 16Q: 3 clusters Score -130133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -130143.117188 Penalty: 671.943054
	Iteration 17Q: 3 clusters Score -130143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -130147.421875 Penalty: 671.943054
	Iteration 18Q: 3 clusters Score -130147.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130153.546875 Penalty: 671.943054
	Iteration 19Q: 3 clusters Score -130153.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130163.539062 Penalty: 671.943054
	Iteration 20F: 3 clusters Score -130163.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -130170.984375 Penalty: 671.943054
	Iteration 21Q: 3 clusters Score -130171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130176.406250 Penalty: 671.943054
	Iteration 22Q: 3 clusters Score -130176.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130178.367188 Penalty: 671.943054
	Iteration 23Q: 3 clusters Score -130178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -130183.226562 Penalty: 671.943054
	Iteration 24Q: 3 clusters Score -130183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -130188.210938 Penalty: 671.943054
	Iteration 25Q: 3 clusters Score -130188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -130193.476562 Penalty: 671.943054
	Iteration 26Q: 3 clusters Score -130193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -130197.710938 Penalty: 671.943054
	Iteration 27Q: 3 clusters Score -130197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130200.335938 Penalty: 671.943054
	Iteration 28Q: 3 clusters Score -130200.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -130202.046875 Penalty: 671.943054
	Iteration 29Q: 3 clusters Score -130202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130202.664062 Penalty: 671.943054
	Iteration 30Q: 3 clusters Score -130202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -130202.937500 Penalty: 671.943054
	Iteration 31Q: 3 clusters Score -130202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -130202.937500 Penalty: 671.943054
	Iteration 32F: 3 clusters Score -130202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16211.738281 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16211.74 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16323.249023 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16323.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16348.668945 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16348.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16380.423828 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -16380.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16402.025391 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16402.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16416.904297 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16419.164062 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16419.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -16426.937500 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16426.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -16430.548828 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16430.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16431.058594 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -16431.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -16431.058594 Penalty: 500.985168
	Iteration 10F: 3 clusters Score -16431.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Entering Unmasked Estep 
Score: -3859803.000000 Penalty: 492.800354
	Iteration 0F: 2 clusters Score -3859803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3828341.500000 Penalty: 985.600708
	Iteration 0F: 3 clusters Score -3828342 nChanged 24718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3843776.750000 Penalty: 985.600708
	Iteration 1F: 3 clusters Score -3843777 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3844927.750000 Penalty: 985.600708
	Iteration 2Q: 3 clusters Score -3844928 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3846532.500000 Penalty: 985.600708
	Iteration 3F: 3 clusters Score -3846532 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3848578.000000 Penalty: 985.600708
	Iteration 4F: 3 clusters Score -3848578 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -3851051.750000 Penalty: 985.600708
	Iteration 5F: 3 clusters Score -3851052 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -3853237.500000 Penalty: 985.600708
	Iteration 6F: 3 clusters Score -3853238 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -3854769.000000 Penalty: 985.600708
	Iteration 7Q: 3 clusters Score -3854769 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -3855703.250000 Penalty: 985.600708
	Iteration 8Q: 3 clusters Score -3855703 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -3856363.500000 Penalty: 985.600708
	Iteration 9Q: 3 clusters Score -3856364 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -3856797.250000 Penalty: 985.600708
	Iteration 10Q: 3 clusters Score -3856797 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -3857166.500000 Penalty: 985.600708
	Iteration 11Q: 3 clusters Score -3857166 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -3857396.000000 Penalty: 985.600708
	Iteration 12Q: 3 clusters Score -3857396 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -3857549.750000 Penalty: 985.600708
	Iteration 13Q: 3 clusters Score -3857550 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -3857805.000000 Penalty: 985.600708
	Iteration 14Q: 3 clusters Score -3857805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -3858136.750000 Penalty: 985.600708
	Iteration 15Q: 3 clusters Score -3858137 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -3858316.750000 Penalty: 985.600708
	Iteration 16Q: 3 clusters Score -3858317 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -3858417.500000 Penalty: 985.600708
	Iteration 17Q: 3 clusters Score -3858418 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -3858553.500000 Penalty: 985.600708
	Iteration 18Q: 3 clusters Score -3858554 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -3858647.250000 Penalty: 985.600708
	Iteration 19Q: 3 clusters Score -3858647 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -3858727.250000 Penalty: 985.600708
	Iteration 20F: 3 clusters Score -3858727 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -3858796.500000 Penalty: 985.600708
	Iteration 21Q: 3 clusters Score -3858796 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -3858877.500000 Penalty: 985.600708
	Iteration 22Q: 3 clusters Score -3858878 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -3858932.500000 Penalty: 985.600708
	Iteration 23Q: 3 clusters Score -3858932 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -3859031.250000 Penalty: 985.600708
	Iteration 24Q: 3 clusters Score -3859031 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -3859094.250000 Penalty: 985.600708
	Iteration 25Q: 3 clusters Score -3859094 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -3859151.250000 Penalty: 985.600708
	Iteration 26Q: 3 clusters Score -3859151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -3859161.000000 Penalty: 985.600708
	Iteration 27Q: 3 clusters Score -3859161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -3859185.250000 Penalty: 985.600708
	Iteration 28Q: 3 clusters Score -3859185 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -3859217.250000 Penalty: 985.600708
	Iteration 29Q: 3 clusters Score -3859217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -3859239.250000 Penalty: 985.600708
	Iteration 30Q: 3 clusters Score -3859239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -3859266.500000 Penalty: 985.600708
	Iteration 31Q: 3 clusters Score -3859266 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -3859296.250000 Penalty: 985.600708
	Iteration 32Q: 3 clusters Score -3859296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -3859342.750000 Penalty: 985.600708
	Iteration 33Q: 3 clusters Score -3859343 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -3859370.250000 Penalty: 985.600708
	Iteration 34Q: 3 clusters Score -3859370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -3859392.000000 Penalty: 985.600708
	Iteration 35Q: 3 clusters Score -3859392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -3859422.000000 Penalty: 985.600708
	Iteration 36Q: 3 clusters Score -3859422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -3859416.250000 Penalty: 985.600708
	Iteration 37Q: 3 clusters Score -3859416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -3859454.500000 Penalty: 985.600708
	Iteration 38Q: 3 clusters Score -3859454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -3859462.250000 Penalty: 985.600708
	Iteration 39Q: 3 clusters Score -3859462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -3859482.000000 Penalty: 985.600708
	Iteration 40F: 3 clusters Score -3859482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -3859520.750000 Penalty: 985.600708
	Iteration 41Q: 3 clusters Score -3859521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -3859540.750000 Penalty: 985.600708
	Iteration 42Q: 3 clusters Score -3859541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -3859558.250000 Penalty: 985.600708
	Iteration 43Q: 3 clusters Score -3859558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -3859584.750000 Penalty: 985.600708
	Iteration 44Q: 3 clusters Score -3859585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -3859610.000000 Penalty: 985.600708
	Iteration 45Q: 3 clusters Score -3859610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -3859621.250000 Penalty: 985.600708
	Iteration 46Q: 3 clusters Score -3859621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -3859617.500000 Penalty: 985.600708
	Iteration 47Q: 3 clusters Score -3859618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -3859625.500000 Penalty: 985.600708
	Iteration 48Q: 3 clusters Score -3859626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -3859640.500000 Penalty: 985.600708
	Iteration 49Q: 3 clusters Score -3859640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -3859645.750000 Penalty: 985.600708
	Iteration 50Q: 3 clusters Score -3859646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -3859650.000000 Penalty: 985.600708
	Iteration 51Q: 3 clusters Score -3859650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -3859636.750000 Penalty: 985.600708
	Iteration 52Q: 3 clusters Score -3859637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -3859637.750000 Penalty: 985.600708
	Iteration 53Q: 3 clusters Score -3859638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -3859639.000000 Penalty: 985.600708
	Iteration 54Q: 3 clusters Score -3859639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -3859639.000000 Penalty: 985.600708
	Iteration 55Q: 3 clusters Score -3859639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -3859648.000000 Penalty: 985.600708
	Iteration 56Q: 3 clusters Score -3859648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -3859648.000000 Penalty: 985.600708
	Iteration 57F: 3 clusters Score -3859648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Entering Unmasked Estep 
Score: -1432418.375000 Penalty: 445.132233
	Iteration 0F: 2 clusters Score -1432418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1420689.625000 Penalty: 890.264465
	Iteration 0F: 3 clusters Score -1420690 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1425325.125000 Penalty: 890.264465
	Iteration 1F: 3 clusters Score -1425325 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1425494.875000 Penalty: 890.264465
	Iteration 2Q: 3 clusters Score -1425495 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1425691.125000 Penalty: 890.264465
	Iteration 3Q: 3 clusters Score -1425691 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1426034.250000 Penalty: 890.264465
	Iteration 4Q: 3 clusters Score -1426034 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1426651.250000 Penalty: 890.264465
	Iteration 5F: 3 clusters Score -1426651 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1427549.875000 Penalty: 890.264465
	Iteration 6F: 3 clusters Score -1427550 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1428684.250000 Penalty: 890.264465
	Iteration 7F: 3 clusters Score -1428684 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1429679.500000 Penalty: 890.264465
	Iteration 8F: 3 clusters Score -1429680 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1430418.625000 Penalty: 890.264465
	Iteration 9Q: 3 clusters Score -1430419 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1430942.500000 Penalty: 890.264465
	Iteration 10Q: 3 clusters Score -1430942 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1431333.625000 Penalty: 890.264465
	Iteration 11Q: 3 clusters Score -1431334 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1431625.000000 Penalty: 890.264465
	Iteration 12Q: 3 clusters Score -1431625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1431773.375000 Penalty: 890.264465
	Iteration 13Q: 3 clusters Score -1431773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1431866.250000 Penalty: 890.264465
	Iteration 14Q: 3 clusters Score -1431866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1431919.625000 Penalty: 890.264465
	Iteration 15Q: 3 clusters Score -1431920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1431952.875000 Penalty: 890.264465
	Iteration 16Q: 3 clusters Score -1431953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1431976.500000 Penalty: 890.264465
	Iteration 17Q: 3 clusters Score -1431976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1431984.375000 Penalty: 890.264465
	Iteration 18Q: 3 clusters Score -1431984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1431988.125000 Penalty: 890.264465
	Iteration 19Q: 3 clusters Score -1431988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1431993.625000 Penalty: 890.264465
	Iteration 20F: 3 clusters Score -1431994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1431996.375000 Penalty: 890.264465
	Iteration 21Q: 3 clusters Score -1431996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1431999.250000 Penalty: 890.264465
	Iteration 22Q: 3 clusters Score -1431999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1432000.375000 Penalty: 890.264465
	Iteration 23Q: 3 clusters Score -1432000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1432002.000000 Penalty: 890.264465
	Iteration 24Q: 3 clusters Score -1432002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1432002.000000 Penalty: 890.264465
	Iteration 25F: 3 clusters Score -1432002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -60218.785156 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -60218.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59488.769531 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -59488.77 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59724.609375 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -59724.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59794.441406 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -59794.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59820.542969 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -59820.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59834.160156 Penalty: 612.522644
	Iteration 4Q: 3 clusters Score -59834.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59842.054688 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -59842.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59854.347656 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -59854.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59863.570312 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -59863.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59874.875000 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -59874.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59900.054688 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -59900.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59923.289062 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -59923.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59944.199219 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -59944.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59962.570312 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -59962.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59978.851562 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -59978.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59997.207031 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -59997.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60001.539062 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -60001.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60003.902344 Penalty: 612.522644
	Iteration 16Q: 3 clusters Score -60003.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60005.648438 Penalty: 612.522644
	Iteration 17Q: 3 clusters Score -60005.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60006.429688 Penalty: 612.522644
	Iteration 18Q: 3 clusters Score -60006.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60006.574219 Penalty: 612.522644
	Iteration 19Q: 3 clusters Score -60006.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60006.574219 Penalty: 612.522644
	Iteration 20F: 3 clusters Score -60006.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -18321.669922 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -18321.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17804.259766 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -17804.26 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18020.521484 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -18020.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -18122.970703 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -18122.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18178.689453 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -18178.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18211.576172 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -18211.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18225.509766 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -18225.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18231.433594 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -18231.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -18233.271484 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -18233.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18234.167969 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -18234.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18236.068359 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -18236.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18237.724609 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -18237.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18239.919922 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -18239.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18244.591797 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -18244.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18246.984375 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -18246.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18254.332031 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -18254.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18257.103516 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -18257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18258.134766 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -18258.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18258.134766 Penalty: 572.364136
	Iteration 17F: 3 clusters Score -18258.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -30764.498047 Penalty: 278.970795
	Iteration 0F: 2 clusters Score -30764.5 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 218 members 
Entering Unmasked Estep 
Score: -30301.757812 Penalty: 557.941589
	Iteration 0F: 3 clusters Score -30301.76 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30463.048828 Penalty: 557.941589
	Iteration 1F: 3 clusters Score -30463.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30543.083984 Penalty: 557.941589
	Iteration 2F: 3 clusters Score -30543.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30597.468750 Penalty: 557.941589
	Iteration 3F: 3 clusters Score -30597.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30619.808594 Penalty: 557.941589
	Iteration 4Q: 3 clusters Score -30619.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30625.576172 Penalty: 557.941589
	Iteration 5Q: 3 clusters Score -30625.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30631.431641 Penalty: 557.941589
	Iteration 6Q: 3 clusters Score -30631.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30640.212891 Penalty: 557.941589
	Iteration 7Q: 3 clusters Score -30640.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30654.271484 Penalty: 557.941589
	Iteration 8Q: 3 clusters Score -30654.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30661.582031 Penalty: 557.941589
	Iteration 9Q: 3 clusters Score -30661.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30664.634766 Penalty: 557.941589
	Iteration 10Q: 3 clusters Score -30664.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30664.634766 Penalty: 557.941589
	Iteration 11F: 3 clusters Score -30664.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -73934.015625 Penalty: 318.182190
	Iteration 0F: 2 clusters Score -73934.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73061.132812 Penalty: 636.364380
	Iteration 0F: 3 clusters Score -73061.13 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73419.781250 Penalty: 636.364380
	Iteration 1F: 3 clusters Score -73419.78 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73510.179688 Penalty: 636.364380
	Iteration 2F: 3 clusters Score -73510.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73579.570312 Penalty: 636.364380
	Iteration 3F: 3 clusters Score -73579.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73627.695312 Penalty: 636.364380
	Iteration 4F: 3 clusters Score -73627.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73655.734375 Penalty: 636.364380
	Iteration 5Q: 3 clusters Score -73655.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73676.437500 Penalty: 636.364380
	Iteration 6Q: 3 clusters Score -73676.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73689.078125 Penalty: 636.364380
	Iteration 7Q: 3 clusters Score -73689.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73702.093750 Penalty: 636.364380
	Iteration 8Q: 3 clusters Score -73702.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -73712.382812 Penalty: 636.364380
	Iteration 9Q: 3 clusters Score -73712.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73721.320312 Penalty: 636.364380
	Iteration 10Q: 3 clusters Score -73721.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73735.851562 Penalty: 636.364380
	Iteration 11Q: 3 clusters Score -73735.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -73743.570312 Penalty: 636.364380
	Iteration 12Q: 3 clusters Score -73743.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73749.382812 Penalty: 636.364380
	Iteration 13Q: 3 clusters Score -73749.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -73758.640625 Penalty: 636.364380
	Iteration 14Q: 3 clusters Score -73758.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73767.203125 Penalty: 636.364380
	Iteration 15Q: 3 clusters Score -73767.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73773.851562 Penalty: 636.364380
	Iteration 16Q: 3 clusters Score -73773.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -73786.273438 Penalty: 636.364380
	Iteration 17Q: 3 clusters Score -73786.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -73791.242188 Penalty: 636.364380
	Iteration 18Q: 3 clusters Score -73791.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73793.093750 Penalty: 636.364380
	Iteration 19Q: 3 clusters Score -73793.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73794.156250 Penalty: 636.364380
	Iteration 20F: 3 clusters Score -73794.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -73794.804688 Penalty: 636.364380
	Iteration 21Q: 3 clusters Score -73794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73795.085938 Penalty: 636.364380
	Iteration 22Q: 3 clusters Score -73795.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -73795.289062 Penalty: 636.364380
	Iteration 23Q: 3 clusters Score -73795.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73796.171875 Penalty: 636.364380
	Iteration 24Q: 3 clusters Score -73796.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -73796.171875 Penalty: 636.364380
	Iteration 25F: 3 clusters Score -73796.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -262306.906250 Penalty: 369.957886
	Iteration 0F: 2 clusters Score -262306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -259975.640625 Penalty: 739.915771
	Iteration 0F: 3 clusters Score -259975.6 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -260837.593750 Penalty: 739.915771
	Iteration 1F: 3 clusters Score -260837.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -260945.656250 Penalty: 739.915771
	Iteration 2F: 3 clusters Score -260945.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -261028.281250 Penalty: 739.915771
	Iteration 3F: 3 clusters Score -261028.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -261109.640625 Penalty: 739.915771
	Iteration 4F: 3 clusters Score -261109.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -261175.140625 Penalty: 739.915771
	Iteration 5Q: 3 clusters Score -261175.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -261250.171875 Penalty: 739.915771
	Iteration 6Q: 3 clusters Score -261250.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -261331.781250 Penalty: 739.915771
	Iteration 7Q: 3 clusters Score -261331.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -261426.765625 Penalty: 739.915771
	Iteration 8Q: 3 clusters Score -261426.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -261545.234375 Penalty: 739.915771
	Iteration 9Q: 3 clusters Score -261545.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -261677.296875 Penalty: 739.915771
	Iteration 10Q: 3 clusters Score -261677.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -261778.484375 Penalty: 739.915771
	Iteration 11Q: 3 clusters Score -261778.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -261820.140625 Penalty: 739.915771
	Iteration 12Q: 3 clusters Score -261820.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -261840.453125 Penalty: 739.915771
	Iteration 13Q: 3 clusters Score -261840.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -261865.609375 Penalty: 739.915771
	Iteration 14Q: 3 clusters Score -261865.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -261889.781250 Penalty: 739.915771
	Iteration 15Q: 3 clusters Score -261889.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -261904.796875 Penalty: 739.915771
	Iteration 16Q: 3 clusters Score -261904.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -261919.125000 Penalty: 739.915771
	Iteration 17Q: 3 clusters Score -261919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -261935.812500 Penalty: 739.915771
	Iteration 18Q: 3 clusters Score -261935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -261947.578125 Penalty: 739.915771
	Iteration 19Q: 3 clusters Score -261947.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -261961.140625 Penalty: 739.915771
	Iteration 20F: 3 clusters Score -261961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -261974.078125 Penalty: 739.915771
	Iteration 21Q: 3 clusters Score -261974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -261999.828125 Penalty: 739.915771
	Iteration 22Q: 3 clusters Score -261999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -262029.171875 Penalty: 739.915771
	Iteration 23Q: 3 clusters Score -262029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -262037.828125 Penalty: 739.915771
	Iteration 24Q: 3 clusters Score -262037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -262041.718750 Penalty: 739.915771
	Iteration 25Q: 3 clusters Score -262041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -262042.937500 Penalty: 739.915771
	Iteration 26Q: 3 clusters Score -262042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -262043.421875 Penalty: 739.915771
	Iteration 27Q: 3 clusters Score -262043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -262043.421875 Penalty: 739.915771
	Iteration 28F: 3 clusters Score -262043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Entering Unmasked Estep 
Score: -1358653.625000 Penalty: 443.619110
	Iteration 0F: 2 clusters Score -1358654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1347295.250000 Penalty: 887.238220
	Iteration 0F: 3 clusters Score -1347295 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1351971.625000 Penalty: 887.238220
	Iteration 1F: 3 clusters Score -1351972 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1352271.250000 Penalty: 887.238220
	Iteration 2Q: 3 clusters Score -1352271 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1352709.500000 Penalty: 887.238220
	Iteration 3Q: 3 clusters Score -1352710 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1353439.625000 Penalty: 887.238220
	Iteration 4F: 3 clusters Score -1353440 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1354379.500000 Penalty: 887.238220
	Iteration 5F: 3 clusters Score -1354380 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1355016.875000 Penalty: 887.238220
	Iteration 6F: 3 clusters Score -1355017 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1355229.500000 Penalty: 887.238220
	Iteration 7Q: 3 clusters Score -1355230 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1355306.875000 Penalty: 887.238220
	Iteration 8Q: 3 clusters Score -1355307 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1355363.125000 Penalty: 887.238220
	Iteration 9Q: 3 clusters Score -1355363 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1355412.375000 Penalty: 887.238220
	Iteration 10Q: 3 clusters Score -1355412 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1355452.750000 Penalty: 887.238220
	Iteration 11Q: 3 clusters Score -1355453 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1355506.375000 Penalty: 887.238220
	Iteration 12Q: 3 clusters Score -1355506 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1355553.750000 Penalty: 887.238220
	Iteration 13Q: 3 clusters Score -1355554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1355596.125000 Penalty: 887.238220
	Iteration 14Q: 3 clusters Score -1355596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1355652.750000 Penalty: 887.238220
	Iteration 15Q: 3 clusters Score -1355653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1355700.875000 Penalty: 887.238220
	Iteration 16Q: 3 clusters Score -1355701 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1355769.000000 Penalty: 887.238220
	Iteration 17Q: 3 clusters Score -1355769 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1355834.750000 Penalty: 887.238220
	Iteration 18Q: 3 clusters Score -1355835 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1355900.250000 Penalty: 887.238220
	Iteration 19Q: 3 clusters Score -1355900 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1355976.625000 Penalty: 887.238220
	Iteration 20F: 3 clusters Score -1355977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1356062.500000 Penalty: 887.238220
	Iteration 21Q: 3 clusters Score -1356062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1356156.500000 Penalty: 887.238220
	Iteration 22Q: 3 clusters Score -1356156 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1356276.875000 Penalty: 887.238220
	Iteration 23Q: 3 clusters Score -1356277 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1356430.625000 Penalty: 887.238220
	Iteration 24Q: 3 clusters Score -1356431 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1356591.250000 Penalty: 887.238220
	Iteration 25Q: 3 clusters Score -1356591 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1356759.375000 Penalty: 887.238220
	Iteration 26Q: 3 clusters Score -1356759 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1356908.375000 Penalty: 887.238220
	Iteration 27Q: 3 clusters Score -1356908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1357038.375000 Penalty: 887.238220
	Iteration 28Q: 3 clusters Score -1357038 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1357166.625000 Penalty: 887.238220
	Iteration 29Q: 3 clusters Score -1357167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1357288.625000 Penalty: 887.238220
	Iteration 30Q: 3 clusters Score -1357289 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1357438.000000 Penalty: 887.238220
	Iteration 31Q: 3 clusters Score -1357438 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1357602.625000 Penalty: 887.238220
	Iteration 32Q: 3 clusters Score -1357603 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1357757.500000 Penalty: 887.238220
	Iteration 33Q: 3 clusters Score -1357758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1357892.125000 Penalty: 887.238220
	Iteration 34Q: 3 clusters Score -1357892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1358005.750000 Penalty: 887.238220
	Iteration 35Q: 3 clusters Score -1358006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1358106.375000 Penalty: 887.238220
	Iteration 36Q: 3 clusters Score -1358106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1358172.250000 Penalty: 887.238220
	Iteration 37Q: 3 clusters Score -1358172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1358202.250000 Penalty: 887.238220
	Iteration 38Q: 3 clusters Score -1358202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1358221.250000 Penalty: 887.238220
	Iteration 39Q: 3 clusters Score -1358221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1358228.500000 Penalty: 887.238220
	Iteration 40F: 3 clusters Score -1358228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1358232.375000 Penalty: 887.238220
	Iteration 41Q: 3 clusters Score -1358232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -1358239.375000 Penalty: 887.238220
	Iteration 42Q: 3 clusters Score -1358239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1358250.375000 Penalty: 887.238220
	Iteration 43Q: 3 clusters Score -1358250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1358255.375000 Penalty: 887.238220
	Iteration 44Q: 3 clusters Score -1358255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1358260.625000 Penalty: 887.238220
	Iteration 45Q: 3 clusters Score -1358261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1358260.500000 Penalty: 887.238220
	Iteration 46Q: 3 clusters Score -1358260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1358261.750000 Penalty: 887.238220
	Iteration 47Q: 3 clusters Score -1358262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1358263.750000 Penalty: 887.238220
	Iteration 48Q: 3 clusters Score -1358264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1358266.375000 Penalty: 887.238220
	Iteration 49Q: 3 clusters Score -1358266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1358266.875000 Penalty: 887.238220
	Iteration 50Q: 3 clusters Score -1358267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1358267.875000 Penalty: 887.238220
	Iteration 51Q: 3 clusters Score -1358268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1358267.875000 Penalty: 887.238220
	Iteration 52F: 3 clusters Score -1358268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -12943.380859 Penalty: 252.127487
	Iteration 0F: 2 clusters Score -12943.38 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 109 members 
Entering Unmasked Estep 
Score: -12623.795898 Penalty: 504.254974
	Iteration 0F: 3 clusters Score -12623.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12772.492188 Penalty: 504.254974
	Iteration 1F: 3 clusters Score -12772.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12857.041016 Penalty: 504.254974
	Iteration 2F: 3 clusters Score -12857.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12895.916016 Penalty: 504.254974
	Iteration 3F: 3 clusters Score -12895.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12907.056641 Penalty: 504.254974
	Iteration 4Q: 3 clusters Score -12907.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12919.694336 Penalty: 504.254974
	Iteration 5Q: 3 clusters Score -12919.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12928.228516 Penalty: 504.254974
	Iteration 6Q: 3 clusters Score -12928.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12937.729492 Penalty: 504.254974
	Iteration 7Q: 3 clusters Score -12937.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12938.923828 Penalty: 504.254974
	Iteration 8Q: 3 clusters Score -12938.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12938.923828 Penalty: 504.254974
	Iteration 9F: 3 clusters Score -12938.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -535380.312500 Penalty: 401.836243
	Iteration 0F: 2 clusters Score -535380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -530799.625000 Penalty: 803.672485
	Iteration 0F: 3 clusters Score -530799.6 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -532733.625000 Penalty: 803.672485
	Iteration 1F: 3 clusters Score -532733.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -533077.687500 Penalty: 803.672485
	Iteration 2F: 3 clusters Score -533077.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -533486.812500 Penalty: 803.672485
	Iteration 3F: 3 clusters Score -533486.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -533965.500000 Penalty: 803.672485
	Iteration 4F: 3 clusters Score -533965.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -534391.125000 Penalty: 803.672485
	Iteration 5F: 3 clusters Score -534391.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -534643.687500 Penalty: 803.672485
	Iteration 6Q: 3 clusters Score -534643.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -534774.875000 Penalty: 803.672485
	Iteration 7Q: 3 clusters Score -534774.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -534840.312500 Penalty: 803.672485
	Iteration 8Q: 3 clusters Score -534840.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -534890.062500 Penalty: 803.672485
	Iteration 9Q: 3 clusters Score -534890.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -534929.312500 Penalty: 803.672485
	Iteration 10Q: 3 clusters Score -534929.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -534959.375000 Penalty: 803.672485
	Iteration 11Q: 3 clusters Score -534959.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -534985.875000 Penalty: 803.672485
	Iteration 12Q: 3 clusters Score -534985.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -535006.875000 Penalty: 803.672485
	Iteration 13Q: 3 clusters Score -535006.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -535025.250000 Penalty: 803.672485
	Iteration 14Q: 3 clusters Score -535025.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -535046.125000 Penalty: 803.672485
	Iteration 15Q: 3 clusters Score -535046.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -535061.250000 Penalty: 803.672485
	Iteration 16Q: 3 clusters Score -535061.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -535069.125000 Penalty: 803.672485
	Iteration 17Q: 3 clusters Score -535069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -535075.437500 Penalty: 803.672485
	Iteration 18Q: 3 clusters Score -535075.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -535079.125000 Penalty: 803.672485
	Iteration 19Q: 3 clusters Score -535079.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -535081.750000 Penalty: 803.672485
	Iteration 20F: 3 clusters Score -535081.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -535085.750000 Penalty: 803.672485
	Iteration 21Q: 3 clusters Score -535085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -535088.375000 Penalty: 803.672485
	Iteration 22Q: 3 clusters Score -535088.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -535091.750000 Penalty: 803.672485
	Iteration 23Q: 3 clusters Score -535091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -535094.812500 Penalty: 803.672485
	Iteration 24Q: 3 clusters Score -535094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -535095.812500 Penalty: 803.672485
	Iteration 25Q: 3 clusters Score -535095.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -535096.562500 Penalty: 803.672485
	Iteration 26Q: 3 clusters Score -535096.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -535098.875000 Penalty: 803.672485
	Iteration 27Q: 3 clusters Score -535098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -535099.312500 Penalty: 803.672485
	Iteration 28Q: 3 clusters Score -535099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -535099.000000 Penalty: 803.672485
	Iteration 29Q: 3 clusters Score -535099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -535100.937500 Penalty: 803.672485
	Iteration 30Q: 3 clusters Score -535100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -535101.937500 Penalty: 803.672485
	Iteration 31Q: 3 clusters Score -535101.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -535101.750000 Penalty: 803.672485
	Iteration 32Q: 3 clusters Score -535101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -535102.750000 Penalty: 803.672485
	Iteration 33Q: 3 clusters Score -535102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -535104.000000 Penalty: 803.672485
	Iteration 34Q: 3 clusters Score -535104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -535103.875000 Penalty: 803.672485
	Iteration 35Q: 3 clusters Score -535103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -535103.687500 Penalty: 803.672485
	Iteration 36Q: 3 clusters Score -535103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -535104.437500 Penalty: 803.672485
	Iteration 37Q: 3 clusters Score -535104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -535104.500000 Penalty: 803.672485
	Iteration 38Q: 3 clusters Score -535104.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -535105.312500 Penalty: 803.672485
	Iteration 39Q: 3 clusters Score -535105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -535107.062500 Penalty: 803.672485
	Iteration 40F: 3 clusters Score -535107.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -535106.937500 Penalty: 803.672485
	Iteration 41Q: 3 clusters Score -535106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -535109.312500 Penalty: 803.672485
	Iteration 42Q: 3 clusters Score -535109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -535110.437500 Penalty: 803.672485
	Iteration 43Q: 3 clusters Score -535110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -535111.187500 Penalty: 803.672485
	Iteration 44Q: 3 clusters Score -535111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -535113.812500 Penalty: 803.672485
	Iteration 45Q: 3 clusters Score -535113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -535113.750000 Penalty: 803.672485
	Iteration 46Q: 3 clusters Score -535113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -535114.000000 Penalty: 803.672485
	Iteration 47Q: 3 clusters Score -535114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -535114.000000 Penalty: 803.672485
	Iteration 48Q: 3 clusters Score -535114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -535115.437500 Penalty: 803.672485
	Iteration 49Q: 3 clusters Score -535115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -535116.875000 Penalty: 803.672485
	Iteration 50Q: 3 clusters Score -535116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -535117.437500 Penalty: 803.672485
	Iteration 51Q: 3 clusters Score -535117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -535116.687500 Penalty: 803.672485
	Iteration 52Q: 3 clusters Score -535116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -535117.312500 Penalty: 803.672485
	Iteration 53Q: 3 clusters Score -535117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -535117.062500 Penalty: 803.672485
	Iteration 54Q: 3 clusters Score -535117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -535118.000000 Penalty: 803.672485
	Iteration 55Q: 3 clusters Score -535118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -535118.000000 Penalty: 803.672485
	Iteration 56Q: 3 clusters Score -535118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -535118.875000 Penalty: 803.672485
	Iteration 57Q: 3 clusters Score -535118.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -535118.500000 Penalty: 803.672485
	Iteration 58Q: 3 clusters Score -535118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -535118.875000 Penalty: 803.672485
	Iteration 59Q: 3 clusters Score -535118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -535118.875000 Penalty: 803.672485
	Iteration 60F: 3 clusters Score -535118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -515572.500000 Penalty: 400.370880
	Iteration 0F: 2 clusters Score -515572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -511097.406250 Penalty: 800.741760
	Iteration 0F: 3 clusters Score -511097.4 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -512768.218750 Penalty: 800.741760
	Iteration 1F: 3 clusters Score -512768.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -512953.625000 Penalty: 800.741760
	Iteration 2F: 3 clusters Score -512953.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -513168.531250 Penalty: 800.741760
	Iteration 3F: 3 clusters Score -513168.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -513420.062500 Penalty: 800.741760
	Iteration 4F: 3 clusters Score -513420.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -513731.250000 Penalty: 800.741760
	Iteration 5F: 3 clusters Score -513731.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -514076.500000 Penalty: 800.741760
	Iteration 6F: 3 clusters Score -514076.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -514389.812500 Penalty: 800.741760
	Iteration 7F: 3 clusters Score -514389.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -514690.781250 Penalty: 800.741760
	Iteration 8F: 3 clusters Score -514690.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -514924.968750 Penalty: 800.741760
	Iteration 9Q: 3 clusters Score -514925 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -515058.687500 Penalty: 800.741760
	Iteration 10Q: 3 clusters Score -515058.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -515131.625000 Penalty: 800.741760
	Iteration 11Q: 3 clusters Score -515131.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -515183.156250 Penalty: 800.741760
	Iteration 12Q: 3 clusters Score -515183.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -515202.125000 Penalty: 800.741760
	Iteration 13Q: 3 clusters Score -515202.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -515212.062500 Penalty: 800.741760
	Iteration 14Q: 3 clusters Score -515212.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -515222.531250 Penalty: 800.741760
	Iteration 15Q: 3 clusters Score -515222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -515231.031250 Penalty: 800.741760
	Iteration 16Q: 3 clusters Score -515231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -515234.000000 Penalty: 800.741760
	Iteration 17Q: 3 clusters Score -515234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -515235.125000 Penalty: 800.741760
	Iteration 18Q: 3 clusters Score -515235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -515236.500000 Penalty: 800.741760
	Iteration 19Q: 3 clusters Score -515236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -515241.437500 Penalty: 800.741760
	Iteration 20F: 3 clusters Score -515241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -515243.125000 Penalty: 800.741760
	Iteration 21Q: 3 clusters Score -515243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -515244.687500 Penalty: 800.741760
	Iteration 22Q: 3 clusters Score -515244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -515244.625000 Penalty: 800.741760
	Iteration 23Q: 3 clusters Score -515244.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -515244.625000 Penalty: 800.741760
	Iteration 24F: 3 clusters Score -515244.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -43081.328125 Penalty: 295.465790
	Iteration 0F: 2 clusters Score -43081.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -42473.093750 Penalty: 590.931580
	Iteration 0F: 3 clusters Score -42473.09 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42639.574219 Penalty: 590.931580
	Iteration 1F: 3 clusters Score -42639.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42699.546875 Penalty: 590.931580
	Iteration 2F: 3 clusters Score -42699.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -42744.644531 Penalty: 590.931580
	Iteration 3F: 3 clusters Score -42744.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42793.507812 Penalty: 590.931580
	Iteration 4F: 3 clusters Score -42793.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42842.097656 Penalty: 590.931580
	Iteration 5F: 3 clusters Score -42842.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42894.187500 Penalty: 590.931580
	Iteration 6F: 3 clusters Score -42894.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42930.867188 Penalty: 590.931580
	Iteration 7F: 3 clusters Score -42930.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -42962.402344 Penalty: 590.931580
	Iteration 8Q: 3 clusters Score -42962.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42991.378906 Penalty: 590.931580
	Iteration 9Q: 3 clusters Score -42991.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43006.640625 Penalty: 590.931580
	Iteration 10Q: 3 clusters Score -43006.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43022.226562 Penalty: 590.931580
	Iteration 11Q: 3 clusters Score -43022.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43028.402344 Penalty: 590.931580
	Iteration 12Q: 3 clusters Score -43028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43028.886719 Penalty: 590.931580
	Iteration 13Q: 3 clusters Score -43028.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43028.886719 Penalty: 590.931580
	Iteration 14F: 3 clusters Score -43028.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -156244.843750 Penalty: 343.243011
	Iteration 0F: 2 clusters Score -156244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -154844.953125 Penalty: 686.486023
	Iteration 0F: 3 clusters Score -154845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -155297.546875 Penalty: 686.486023
	Iteration 1F: 3 clusters Score -155297.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -155351.593750 Penalty: 686.486023
	Iteration 2F: 3 clusters Score -155351.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155388.203125 Penalty: 686.486023
	Iteration 3Q: 3 clusters Score -155388.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -155422.468750 Penalty: 686.486023
	Iteration 4Q: 3 clusters Score -155422.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -155442.906250 Penalty: 686.486023
	Iteration 5Q: 3 clusters Score -155442.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -155460.718750 Penalty: 686.486023
	Iteration 6Q: 3 clusters Score -155460.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155475.640625 Penalty: 686.486023
	Iteration 7Q: 3 clusters Score -155475.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155493.218750 Penalty: 686.486023
	Iteration 8Q: 3 clusters Score -155493.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -155514.125000 Penalty: 686.486023
	Iteration 9Q: 3 clusters Score -155514.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155531.968750 Penalty: 686.486023
	Iteration 10Q: 3 clusters Score -155532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -155550.671875 Penalty: 686.486023
	Iteration 11Q: 3 clusters Score -155550.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -155569.859375 Penalty: 686.486023
	Iteration 12Q: 3 clusters Score -155569.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -155599.296875 Penalty: 686.486023
	Iteration 13Q: 3 clusters Score -155599.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -155625.796875 Penalty: 686.486023
	Iteration 14Q: 3 clusters Score -155625.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155653.593750 Penalty: 686.486023
	Iteration 15Q: 3 clusters Score -155653.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155663.484375 Penalty: 686.486023
	Iteration 16Q: 3 clusters Score -155663.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -155670.703125 Penalty: 686.486023
	Iteration 17Q: 3 clusters Score -155670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -155676.625000 Penalty: 686.486023
	Iteration 18Q: 3 clusters Score -155676.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -155686.671875 Penalty: 686.486023
	Iteration 19Q: 3 clusters Score -155686.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155695.593750 Penalty: 686.486023
	Iteration 20F: 3 clusters Score -155695.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155706.015625 Penalty: 686.486023
	Iteration 21Q: 3 clusters Score -155706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155716.562500 Penalty: 686.486023
	Iteration 22Q: 3 clusters Score -155716.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155729.156250 Penalty: 686.486023
	Iteration 23Q: 3 clusters Score -155729.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155738.578125 Penalty: 686.486023
	Iteration 24Q: 3 clusters Score -155738.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155746.078125 Penalty: 686.486023
	Iteration 25Q: 3 clusters Score -155746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155753.015625 Penalty: 686.486023
	Iteration 26Q: 3 clusters Score -155753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155761.031250 Penalty: 686.486023
	Iteration 27Q: 3 clusters Score -155761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155769.500000 Penalty: 686.486023
	Iteration 28Q: 3 clusters Score -155769.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155777.875000 Penalty: 686.486023
	Iteration 29Q: 3 clusters Score -155777.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -155787.859375 Penalty: 686.486023
	Iteration 30Q: 3 clusters Score -155787.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155806.093750 Penalty: 686.486023
	Iteration 31Q: 3 clusters Score -155806.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -155820.125000 Penalty: 686.486023
	Iteration 32Q: 3 clusters Score -155820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -155830.875000 Penalty: 686.486023
	Iteration 33Q: 3 clusters Score -155830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -155839.781250 Penalty: 686.486023
	Iteration 34Q: 3 clusters Score -155839.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -155848.171875 Penalty: 686.486023
	Iteration 35Q: 3 clusters Score -155848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -155852.609375 Penalty: 686.486023
	Iteration 36Q: 3 clusters Score -155852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -155854.562500 Penalty: 686.486023
	Iteration 37Q: 3 clusters Score -155854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -155855.078125 Penalty: 686.486023
	Iteration 38Q: 3 clusters Score -155855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -155855.781250 Penalty: 686.486023
	Iteration 39Q: 3 clusters Score -155855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155856.546875 Penalty: 686.486023
	Iteration 40F: 3 clusters Score -155856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -155856.828125 Penalty: 686.486023
	Iteration 41Q: 3 clusters Score -155856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -155857.312500 Penalty: 686.486023
	Iteration 42Q: 3 clusters Score -155857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155857.578125 Penalty: 686.486023
	Iteration 43Q: 3 clusters Score -155857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155857.578125 Penalty: 686.486023
	Iteration 44F: 3 clusters Score -155857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (36079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Entering Unmasked Estep 
Score: -2920270.500000 Penalty: 477.452728
	Iteration 0F: 2 clusters Score -2920270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2900222.250000 Penalty: 954.905457
	Iteration 0F: 3 clusters Score -2900222 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2910738.000000 Penalty: 954.905457
	Iteration 1F: 3 clusters Score -2910738 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2911446.250000 Penalty: 954.905457
	Iteration 2Q: 3 clusters Score -2911446 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2912709.250000 Penalty: 954.905457
	Iteration 3F: 3 clusters Score -2912709 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2914780.000000 Penalty: 954.905457
	Iteration 4F: 3 clusters Score -2914780 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2916912.750000 Penalty: 954.905457
	Iteration 5F: 3 clusters Score -2916913 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2918226.000000 Penalty: 954.905457
	Iteration 6F: 3 clusters Score -2918226 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -2919004.250000 Penalty: 954.905457
	Iteration 7Q: 3 clusters Score -2919004 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2919741.250000 Penalty: 954.905457
	Iteration 8Q: 3 clusters Score -2919741 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2920388.750000 Penalty: 954.905457
	Iteration 9Q: 3 clusters Score -2920389 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2921027.000000 Penalty: 954.905457
	Iteration 10Q: 3 clusters Score -2921027 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2921654.750000 Penalty: 954.905457
	Iteration 11Q: 3 clusters Score -2921655 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2922038.000000 Penalty: 954.905457
	Iteration 12Q: 3 clusters Score -2922038 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2922332.250000 Penalty: 954.905457
	Iteration 13Q: 3 clusters Score -2922332 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2922584.250000 Penalty: 954.905457
	Iteration 14Q: 3 clusters Score -2922584 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2922686.000000 Penalty: 954.905457
	Iteration 15Q: 3 clusters Score -2922686 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2922738.500000 Penalty: 954.905457
	Iteration 16Q: 3 clusters Score -2922738 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2922782.250000 Penalty: 954.905457
	Iteration 17Q: 3 clusters Score -2922782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2922819.000000 Penalty: 954.905457
	Iteration 18Q: 3 clusters Score -2922819 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2922802.000000 Penalty: 954.905457
	Iteration 19Q: 3 clusters Score -2922802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2922858.250000 Penalty: 954.905457
	Iteration 20F: 3 clusters Score -2922858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2922865.250000 Penalty: 954.905457
	Iteration 21Q: 3 clusters Score -2922865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2922889.250000 Penalty: 954.905457
	Iteration 22Q: 3 clusters Score -2922889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2922889.250000 Penalty: 954.905457
	Iteration 23Q: 3 clusters Score -2922889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2922876.500000 Penalty: 954.905457
	Iteration 24Q: 3 clusters Score -2922876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2922876.250000 Penalty: 954.905457
	Iteration 25Q: 3 clusters Score -2922876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2922878.750000 Penalty: 954.905457
	Iteration 26Q: 3 clusters Score -2922879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2922877.750000 Penalty: 954.905457
	Iteration 27Q: 3 clusters Score -2922878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2922875.000000 Penalty: 954.905457
	Iteration 28Q: 3 clusters Score -2922875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2922874.750000 Penalty: 954.905457
	Iteration 29Q: 3 clusters Score -2922875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2922878.000000 Penalty: 954.905457
	Iteration 30Q: 3 clusters Score -2922878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2922882.250000 Penalty: 954.905457
	Iteration 31Q: 3 clusters Score -2922882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2922885.250000 Penalty: 954.905457
	Iteration 32Q: 3 clusters Score -2922885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2922879.750000 Penalty: 954.905457
	Iteration 33Q: 3 clusters Score -2922880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2922878.250000 Penalty: 954.905457
	Iteration 34Q: 3 clusters Score -2922878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2922880.750000 Penalty: 954.905457
	Iteration 35Q: 3 clusters Score -2922881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2922882.250000 Penalty: 954.905457
	Iteration 36Q: 3 clusters Score -2922882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2922886.250000 Penalty: 954.905457
	Iteration 37Q: 3 clusters Score -2922886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2922888.500000 Penalty: 954.905457
	Iteration 38Q: 3 clusters Score -2922888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2922884.000000 Penalty: 954.905457
	Iteration 39Q: 3 clusters Score -2922884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2922885.500000 Penalty: 954.905457
	Iteration 40F: 3 clusters Score -2922886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2922885.000000 Penalty: 954.905457
	Iteration 41Q: 3 clusters Score -2922885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2922884.000000 Penalty: 954.905457
	Iteration 42Q: 3 clusters Score -2922884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2922890.750000 Penalty: 954.905457
	Iteration 43Q: 3 clusters Score -2922891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2922887.750000 Penalty: 954.905457
	Iteration 44Q: 3 clusters Score -2922888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2922890.500000 Penalty: 954.905457
	Iteration 45Q: 3 clusters Score -2922890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2922886.500000 Penalty: 954.905457
	Iteration 46Q: 3 clusters Score -2922886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2922886.500000 Penalty: 954.905457
	Iteration 47F: 3 clusters Score -2922886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 23941 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 41853 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44622 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 25915 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Entering Unmasked Estep 
Score: -42161996.000000 Penalty: 40329.742188
Splitting cluster 26 changes total score from -42160452.000000 to -42161996.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 27 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -515771.031250 Penalty: 402.233246
	Iteration 0F: 2 clusters Score -515771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -511133.625000 Penalty: 804.466492
	Iteration 0F: 3 clusters Score -511133.6 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -513082.156250 Penalty: 804.466492
	Iteration 1F: 3 clusters Score -513082.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -513520.906250 Penalty: 804.466492
	Iteration 2F: 3 clusters Score -513520.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -514033.218750 Penalty: 804.466492
	Iteration 3F: 3 clusters Score -514033.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -514542.093750 Penalty: 804.466492
	Iteration 4F: 3 clusters Score -514542.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -514921.250000 Penalty: 804.466492
	Iteration 5F: 3 clusters Score -514921.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -515182.312500 Penalty: 804.466492
	Iteration 6Q: 3 clusters Score -515182.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -515334.031250 Penalty: 804.466492
	Iteration 7Q: 3 clusters Score -515334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -515424.531250 Penalty: 804.466492
	Iteration 8Q: 3 clusters Score -515424.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -515463.500000 Penalty: 804.466492
	Iteration 9Q: 3 clusters Score -515463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -515476.625000 Penalty: 804.466492
	Iteration 10Q: 3 clusters Score -515476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -515483.593750 Penalty: 804.466492
	Iteration 11Q: 3 clusters Score -515483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -515484.343750 Penalty: 804.466492
	Iteration 12Q: 3 clusters Score -515484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -515486.250000 Penalty: 804.466492
	Iteration 13Q: 3 clusters Score -515486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -515486.250000 Penalty: 804.466492
	Iteration 14F: 3 clusters Score -515486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -844374.062500 Penalty: 420.530121
	Iteration 0F: 2 clusters Score -844374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -837593.875000 Penalty: 841.060242
	Iteration 0F: 3 clusters Score -837593.9 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -840444.500000 Penalty: 841.060242
	Iteration 1F: 3 clusters Score -840444.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -840728.062500 Penalty: 841.060242
	Iteration 2F: 3 clusters Score -840728.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -841081.875000 Penalty: 841.060242
	Iteration 3F: 3 clusters Score -841081.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -841527.750000 Penalty: 841.060242
	Iteration 4F: 3 clusters Score -841527.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -841990.000000 Penalty: 841.060242
	Iteration 5F: 3 clusters Score -841990 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -842277.875000 Penalty: 841.060242
	Iteration 6Q: 3 clusters Score -842277.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -842422.125000 Penalty: 841.060242
	Iteration 7Q: 3 clusters Score -842422.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -842537.437500 Penalty: 841.060242
	Iteration 8Q: 3 clusters Score -842537.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -842676.812500 Penalty: 841.060242
	Iteration 9Q: 3 clusters Score -842676.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -842872.750000 Penalty: 841.060242
	Iteration 10Q: 3 clusters Score -842872.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -843131.875000 Penalty: 841.060242
	Iteration 11Q: 3 clusters Score -843131.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -843365.312500 Penalty: 841.060242
	Iteration 12Q: 3 clusters Score -843365.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -843541.625000 Penalty: 841.060242
	Iteration 13Q: 3 clusters Score -843541.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -843691.125000 Penalty: 841.060242
	Iteration 14Q: 3 clusters Score -843691.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -843797.125000 Penalty: 841.060242
	Iteration 15Q: 3 clusters Score -843797.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -843863.062500 Penalty: 841.060242
	Iteration 16Q: 3 clusters Score -843863.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -843894.562500 Penalty: 841.060242
	Iteration 17Q: 3 clusters Score -843894.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -843910.312500 Penalty: 841.060242
	Iteration 18Q: 3 clusters Score -843910.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -843918.812500 Penalty: 841.060242
	Iteration 19Q: 3 clusters Score -843918.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -843935.687500 Penalty: 841.060242
	Iteration 20F: 3 clusters Score -843935.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -843937.687500 Penalty: 841.060242
	Iteration 21Q: 3 clusters Score -843937.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -843945.375000 Penalty: 841.060242
	Iteration 22Q: 3 clusters Score -843945.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -843963.437500 Penalty: 841.060242
	Iteration 23Q: 3 clusters Score -843963.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -843976.187500 Penalty: 841.060242
	Iteration 24Q: 3 clusters Score -843976.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -843983.875000 Penalty: 841.060242
	Iteration 25Q: 3 clusters Score -843983.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -843993.312500 Penalty: 841.060242
	Iteration 26Q: 3 clusters Score -843993.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -844000.937500 Penalty: 841.060242
	Iteration 27Q: 3 clusters Score -844000.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -844001.375000 Penalty: 841.060242
	Iteration 28Q: 3 clusters Score -844001.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -844006.125000 Penalty: 841.060242
	Iteration 29Q: 3 clusters Score -844006.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -844009.750000 Penalty: 841.060242
	Iteration 30Q: 3 clusters Score -844009.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -844010.937500 Penalty: 841.060242
	Iteration 31Q: 3 clusters Score -844010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -844009.500000 Penalty: 841.060242
	Iteration 32Q: 3 clusters Score -844009.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -844009.625000 Penalty: 841.060242
	Iteration 33Q: 3 clusters Score -844009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -844011.562500 Penalty: 841.060242
	Iteration 34Q: 3 clusters Score -844011.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -844012.250000 Penalty: 841.060242
	Iteration 35Q: 3 clusters Score -844012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -844010.937500 Penalty: 841.060242
	Iteration 36Q: 3 clusters Score -844010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -844014.062500 Penalty: 841.060242
	Iteration 37Q: 3 clusters Score -844014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -844015.000000 Penalty: 841.060242
	Iteration 38Q: 3 clusters Score -844015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -844014.062500 Penalty: 841.060242
	Iteration 39Q: 3 clusters Score -844014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -844013.812500 Penalty: 841.060242
	Iteration 40F: 3 clusters Score -844013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -844014.562500 Penalty: 841.060242
	Iteration 41Q: 3 clusters Score -844014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -844012.937500 Penalty: 841.060242
	Iteration 42Q: 3 clusters Score -844012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -844013.625000 Penalty: 841.060242
	Iteration 43Q: 3 clusters Score -844013.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -844013.625000 Penalty: 841.060242
	Iteration 44F: 3 clusters Score -844013.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Entering Unmasked Estep 
Score: -1793298.875000 Penalty: 458.792297
	Iteration 0F: 2 clusters Score -1793299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1777332.625000 Penalty: 917.584595
	Iteration 0F: 3 clusters Score -1777333 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1784649.250000 Penalty: 917.584595
	Iteration 1F: 3 clusters Score -1784649 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1785646.250000 Penalty: 917.584595
	Iteration 2F: 3 clusters Score -1785646 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1786666.000000 Penalty: 917.584595
	Iteration 3F: 3 clusters Score -1786666 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1787709.625000 Penalty: 917.584595
	Iteration 4F: 3 clusters Score -1787710 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1788598.750000 Penalty: 917.584595
	Iteration 5F: 3 clusters Score -1788599 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1789281.375000 Penalty: 917.584595
	Iteration 6F: 3 clusters Score -1789281 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1789845.875000 Penalty: 917.584595
	Iteration 7Q: 3 clusters Score -1789846 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1790308.875000 Penalty: 917.584595
	Iteration 8Q: 3 clusters Score -1790309 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -1790684.375000 Penalty: 917.584595
	Iteration 9Q: 3 clusters Score -1790684 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -1790982.375000 Penalty: 917.584595
	Iteration 10Q: 3 clusters Score -1790982 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1791261.125000 Penalty: 917.584595
	Iteration 11Q: 3 clusters Score -1791261 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1791547.375000 Penalty: 917.584595
	Iteration 12Q: 3 clusters Score -1791547 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -1791895.625000 Penalty: 917.584595
	Iteration 13Q: 3 clusters Score -1791896 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1792334.125000 Penalty: 917.584595
	Iteration 14Q: 3 clusters Score -1792334 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1792942.125000 Penalty: 917.584595
	Iteration 15Q: 3 clusters Score -1792942 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -1793437.375000 Penalty: 917.584595
	Iteration 16Q: 3 clusters Score -1793437 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -1793554.500000 Penalty: 917.584595
	Iteration 17Q: 3 clusters Score -1793554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -1793613.625000 Penalty: 917.584595
	Iteration 18Q: 3 clusters Score -1793614 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -1793628.000000 Penalty: 917.584595
	Iteration 19Q: 3 clusters Score -1793628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -1793638.750000 Penalty: 917.584595
	Iteration 20F: 3 clusters Score -1793639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -1793646.250000 Penalty: 917.584595
	Iteration 21Q: 3 clusters Score -1793646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -1793647.375000 Penalty: 917.584595
	Iteration 22Q: 3 clusters Score -1793647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -1793653.000000 Penalty: 917.584595
	Iteration 23Q: 3 clusters Score -1793653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1793656.000000 Penalty: 917.584595
	Iteration 24Q: 3 clusters Score -1793656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -1793653.500000 Penalty: 917.584595
	Iteration 25Q: 3 clusters Score -1793654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -1793655.625000 Penalty: 917.584595
	Iteration 26Q: 3 clusters Score -1793656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -1793654.000000 Penalty: 917.584595
	Iteration 27Q: 3 clusters Score -1793654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -1793654.375000 Penalty: 917.584595
	Iteration 28Q: 3 clusters Score -1793654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -1793655.875000 Penalty: 917.584595
	Iteration 29Q: 3 clusters Score -1793656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -1793655.375000 Penalty: 917.584595
	Iteration 30Q: 3 clusters Score -1793655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -1793653.625000 Penalty: 917.584595
	Iteration 31Q: 3 clusters Score -1793654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -1793655.875000 Penalty: 917.584595
	Iteration 32Q: 3 clusters Score -1793656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -1793658.125000 Penalty: 917.584595
	Iteration 33Q: 3 clusters Score -1793658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -1793658.125000 Penalty: 917.584595
	Iteration 34F: 3 clusters Score -1793658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 41853 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44622 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 25915 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Entering Unmasked Estep 
Score: -42162276.000000 Penalty: 40931.675781
Splitting cluster 29 changes total score from -42160452.000000 to -42162276.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 30 (3166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Entering Unmasked Estep 
Score: -232751.609375 Penalty: 366.740204
	Iteration 0F: 2 clusters Score -232751.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -230546.484375 Penalty: 733.480408
	Iteration 0F: 3 clusters Score -230546.5 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -231296.656250 Penalty: 733.480408
	Iteration 1F: 3 clusters Score -231296.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231400.765625 Penalty: 733.480408
	Iteration 2F: 3 clusters Score -231400.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -231515.484375 Penalty: 733.480408
	Iteration 3F: 3 clusters Score -231515.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -231627.109375 Penalty: 733.480408
	Iteration 4F: 3 clusters Score -231627.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -231741.390625 Penalty: 733.480408
	Iteration 5F: 3 clusters Score -231741.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -231857.031250 Penalty: 733.480408
	Iteration 6F: 3 clusters Score -231857 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231971.875000 Penalty: 733.480408
	Iteration 7Q: 3 clusters Score -231971.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -232090.546875 Penalty: 733.480408
	Iteration 8Q: 3 clusters Score -232090.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -232185.796875 Penalty: 733.480408
	Iteration 9Q: 3 clusters Score -232185.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -232256.265625 Penalty: 733.480408
	Iteration 10Q: 3 clusters Score -232256.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -232308.531250 Penalty: 733.480408
	Iteration 11Q: 3 clusters Score -232308.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -232349.343750 Penalty: 733.480408
	Iteration 12Q: 3 clusters Score -232349.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -232383.000000 Penalty: 733.480408
	Iteration 13Q: 3 clusters Score -232383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -232406.468750 Penalty: 733.480408
	Iteration 14Q: 3 clusters Score -232406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -232421.750000 Penalty: 733.480408
	Iteration 15Q: 3 clusters Score -232421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -232426.453125 Penalty: 733.480408
	Iteration 16Q: 3 clusters Score -232426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -232428.328125 Penalty: 733.480408
	Iteration 17Q: 3 clusters Score -232428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -232429.921875 Penalty: 733.480408
	Iteration 18Q: 3 clusters Score -232429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -232433.937500 Penalty: 733.480408
	Iteration 19Q: 3 clusters Score -232433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -232437.218750 Penalty: 733.480408
	Iteration 20F: 3 clusters Score -232437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -232437.796875 Penalty: 733.480408
	Iteration 21Q: 3 clusters Score -232437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -232439.093750 Penalty: 733.480408
	Iteration 22Q: 3 clusters Score -232439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -232440.453125 Penalty: 733.480408
	Iteration 23Q: 3 clusters Score -232440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -232441.156250 Penalty: 733.480408
	Iteration 24Q: 3 clusters Score -232441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -232441.156250 Penalty: 733.480408
	Iteration 25F: 3 clusters Score -232441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -179394.375000 Penalty: 355.848267
	Iteration 0F: 2 clusters Score -179394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -177602.609375 Penalty: 711.696533
	Iteration 0F: 3 clusters Score -177602.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -178225.796875 Penalty: 711.696533
	Iteration 1F: 3 clusters Score -178225.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -178335.093750 Penalty: 711.696533
	Iteration 2F: 3 clusters Score -178335.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -178448.687500 Penalty: 711.696533
	Iteration 3F: 3 clusters Score -178448.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -178565.156250 Penalty: 711.696533
	Iteration 4F: 3 clusters Score -178565.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -178662.375000 Penalty: 711.696533
	Iteration 5F: 3 clusters Score -178662.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -178751.250000 Penalty: 711.696533
	Iteration 6Q: 3 clusters Score -178751.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -178826.000000 Penalty: 711.696533
	Iteration 7Q: 3 clusters Score -178826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -178903.781250 Penalty: 711.696533
	Iteration 8Q: 3 clusters Score -178903.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -178950.984375 Penalty: 711.696533
	Iteration 9Q: 3 clusters Score -178951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -178990.734375 Penalty: 711.696533
	Iteration 10Q: 3 clusters Score -178990.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -179032.500000 Penalty: 711.696533
	Iteration 11Q: 3 clusters Score -179032.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -179067.156250 Penalty: 711.696533
	Iteration 12Q: 3 clusters Score -179067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -179088.484375 Penalty: 711.696533
	Iteration 13Q: 3 clusters Score -179088.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -179104.500000 Penalty: 711.696533
	Iteration 14Q: 3 clusters Score -179104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -179120.484375 Penalty: 711.696533
	Iteration 15Q: 3 clusters Score -179120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -179126.000000 Penalty: 711.696533
	Iteration 16Q: 3 clusters Score -179126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -179128.187500 Penalty: 711.696533
	Iteration 17Q: 3 clusters Score -179128.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -179128.187500 Penalty: 711.696533
	Iteration 18F: 3 clusters Score -179128.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -101604.398438 Penalty: 324.709991
	Iteration 0F: 2 clusters Score -101604.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100639.625000 Penalty: 649.419983
	Iteration 0F: 3 clusters Score -100639.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100936.023438 Penalty: 649.419983
	Iteration 1F: 3 clusters Score -100936 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -101012.562500 Penalty: 649.419983
	Iteration 2F: 3 clusters Score -101012.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101070.578125 Penalty: 649.419983
	Iteration 3F: 3 clusters Score -101070.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101124.882812 Penalty: 649.419983
	Iteration 4Q: 3 clusters Score -101124.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -101177.335938 Penalty: 649.419983
	Iteration 5F: 3 clusters Score -101177.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101206.875000 Penalty: 649.419983
	Iteration 6Q: 3 clusters Score -101206.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101231.664062 Penalty: 649.419983
	Iteration 7Q: 3 clusters Score -101231.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101258.406250 Penalty: 649.419983
	Iteration 8Q: 3 clusters Score -101258.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -101282.164062 Penalty: 649.419983
	Iteration 9Q: 3 clusters Score -101282.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101310.570312 Penalty: 649.419983
	Iteration 10Q: 3 clusters Score -101310.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101326.640625 Penalty: 649.419983
	Iteration 11Q: 3 clusters Score -101326.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101341.546875 Penalty: 649.419983
	Iteration 12Q: 3 clusters Score -101341.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101347.468750 Penalty: 649.419983
	Iteration 13Q: 3 clusters Score -101347.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101351.382812 Penalty: 649.419983
	Iteration 14Q: 3 clusters Score -101351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101352.421875 Penalty: 649.419983
	Iteration 15Q: 3 clusters Score -101352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101353.671875 Penalty: 649.419983
	Iteration 16Q: 3 clusters Score -101353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101354.046875 Penalty: 649.419983
	Iteration 17Q: 3 clusters Score -101354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101354.046875 Penalty: 649.419983
	Iteration 18F: 3 clusters Score -101354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Entering Unmasked Estep 
Score: -1733447.250000 Penalty: 454.706848
	Iteration 0F: 2 clusters Score -1733447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1718807.375000 Penalty: 909.413696
	Iteration 0F: 3 clusters Score -1718807 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1724860.375000 Penalty: 909.413696
	Iteration 1F: 3 clusters Score -1724860 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1725176.375000 Penalty: 909.413696
	Iteration 2Q: 3 clusters Score -1725176 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1725651.750000 Penalty: 909.413696
	Iteration 3Q: 3 clusters Score -1725652 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1726407.625000 Penalty: 909.413696
	Iteration 4F: 3 clusters Score -1726408 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1727507.625000 Penalty: 909.413696
	Iteration 5F: 3 clusters Score -1727508 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1728695.000000 Penalty: 909.413696
	Iteration 6F: 3 clusters Score -1728695 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1729721.500000 Penalty: 909.413696
	Iteration 7F: 3 clusters Score -1729722 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -1730466.875000 Penalty: 909.413696
	Iteration 8Q: 3 clusters Score -1730467 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1731046.500000 Penalty: 909.413696
	Iteration 9Q: 3 clusters Score -1731046 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -1731525.750000 Penalty: 909.413696
	Iteration 10Q: 3 clusters Score -1731526 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1731854.375000 Penalty: 909.413696
	Iteration 11Q: 3 clusters Score -1731854 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1732109.750000 Penalty: 909.413696
	Iteration 12Q: 3 clusters Score -1732110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1732314.875000 Penalty: 909.413696
	Iteration 13Q: 3 clusters Score -1732315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1732477.875000 Penalty: 909.413696
	Iteration 14Q: 3 clusters Score -1732478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1732599.875000 Penalty: 909.413696
	Iteration 15Q: 3 clusters Score -1732600 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -1732702.750000 Penalty: 909.413696
	Iteration 16Q: 3 clusters Score -1732703 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1732763.125000 Penalty: 909.413696
	Iteration 17Q: 3 clusters Score -1732763 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1732810.250000 Penalty: 909.413696
	Iteration 18Q: 3 clusters Score -1732810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -1732848.750000 Penalty: 909.413696
	Iteration 19Q: 3 clusters Score -1732849 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1732881.000000 Penalty: 909.413696
	Iteration 20F: 3 clusters Score -1732881 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1732912.125000 Penalty: 909.413696
	Iteration 21Q: 3 clusters Score -1732912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -1732937.750000 Penalty: 909.413696
	Iteration 22Q: 3 clusters Score -1732938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -1732961.500000 Penalty: 909.413696
	Iteration 23Q: 3 clusters Score -1732962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1732975.500000 Penalty: 909.413696
	Iteration 24Q: 3 clusters Score -1732976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1733003.500000 Penalty: 909.413696
	Iteration 25Q: 3 clusters Score -1733004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1733028.625000 Penalty: 909.413696
	Iteration 26Q: 3 clusters Score -1733029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1733051.500000 Penalty: 909.413696
	Iteration 27Q: 3 clusters Score -1733052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -1733075.000000 Penalty: 909.413696
	Iteration 28Q: 3 clusters Score -1733075 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1733101.875000 Penalty: 909.413696
	Iteration 29Q: 3 clusters Score -1733102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1733117.375000 Penalty: 909.413696
	Iteration 30Q: 3 clusters Score -1733117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1733126.625000 Penalty: 909.413696
	Iteration 31Q: 3 clusters Score -1733127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -1733138.125000 Penalty: 909.413696
	Iteration 32Q: 3 clusters Score -1733138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1733143.125000 Penalty: 909.413696
	Iteration 33Q: 3 clusters Score -1733143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1733148.500000 Penalty: 909.413696
	Iteration 34Q: 3 clusters Score -1733148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1733155.250000 Penalty: 909.413696
	Iteration 35Q: 3 clusters Score -1733155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -1733159.875000 Penalty: 909.413696
	Iteration 36Q: 3 clusters Score -1733160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1733169.500000 Penalty: 909.413696
	Iteration 37Q: 3 clusters Score -1733170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1733171.125000 Penalty: 909.413696
	Iteration 38Q: 3 clusters Score -1733171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -1733172.625000 Penalty: 909.413696
	Iteration 39Q: 3 clusters Score -1733173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1733172.625000 Penalty: 909.413696
	Iteration 40F: 3 clusters Score -1733173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1733177.125000 Penalty: 909.413696
	Iteration 41Q: 3 clusters Score -1733177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1733178.500000 Penalty: 909.413696
	Iteration 42Q: 3 clusters Score -1733178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -1733179.125000 Penalty: 909.413696
	Iteration 43Q: 3 clusters Score -1733179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -1733181.750000 Penalty: 909.413696
	Iteration 44Q: 3 clusters Score -1733182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1733183.000000 Penalty: 909.413696
	Iteration 45Q: 3 clusters Score -1733183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1733184.375000 Penalty: 909.413696
	Iteration 46Q: 3 clusters Score -1733184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1733185.625000 Penalty: 909.413696
	Iteration 47Q: 3 clusters Score -1733186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1733187.125000 Penalty: 909.413696
	Iteration 48Q: 3 clusters Score -1733187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1733190.000000 Penalty: 909.413696
	Iteration 49Q: 3 clusters Score -1733190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1733188.750000 Penalty: 909.413696
	Iteration 50Q: 3 clusters Score -1733189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1733190.500000 Penalty: 909.413696
	Iteration 51Q: 3 clusters Score -1733190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1733190.500000 Penalty: 909.413696
	Iteration 52F: 3 clusters Score -1733190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -60043.156250 Penalty: 307.493286
	Iteration 0F: 2 clusters Score -60043.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -59306.019531 Penalty: 614.986572
	Iteration 0F: 3 clusters Score -59306.02 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59512.425781 Penalty: 614.986572
	Iteration 1F: 3 clusters Score -59512.43 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59586.593750 Penalty: 614.986572
	Iteration 2F: 3 clusters Score -59586.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59648.242188 Penalty: 614.986572
	Iteration 3F: 3 clusters Score -59648.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59695.890625 Penalty: 614.986572
	Iteration 4F: 3 clusters Score -59695.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59737.562500 Penalty: 614.986572
	Iteration 5F: 3 clusters Score -59737.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59763.085938 Penalty: 614.986572
	Iteration 6Q: 3 clusters Score -59763.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59784.214844 Penalty: 614.986572
	Iteration 7Q: 3 clusters Score -59784.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59795.398438 Penalty: 614.986572
	Iteration 8Q: 3 clusters Score -59795.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59805.042969 Penalty: 614.986572
	Iteration 9Q: 3 clusters Score -59805.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59815.296875 Penalty: 614.986572
	Iteration 10Q: 3 clusters Score -59815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59825.203125 Penalty: 614.986572
	Iteration 11Q: 3 clusters Score -59825.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59829.273438 Penalty: 614.986572
	Iteration 12Q: 3 clusters Score -59829.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -59834.367188 Penalty: 614.986572
	Iteration 13Q: 3 clusters Score -59834.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59838.292969 Penalty: 614.986572
	Iteration 14Q: 3 clusters Score -59838.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59839.789062 Penalty: 614.986572
	Iteration 15Q: 3 clusters Score -59839.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59840.355469 Penalty: 614.986572
	Iteration 16Q: 3 clusters Score -59840.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59840.734375 Penalty: 614.986572
	Iteration 17Q: 3 clusters Score -59840.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59840.734375 Penalty: 614.986572
	Iteration 18F: 3 clusters Score -59840.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (41853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Entering Unmasked Estep 
Score: -3385629.250000 Penalty: 484.207306
	Iteration 0F: 2 clusters Score -3385629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3363100.250000 Penalty: 968.414612
	Iteration 0F: 3 clusters Score -3363100 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3374988.500000 Penalty: 968.414612
	Iteration 1F: 3 clusters Score -3374988 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3375791.500000 Penalty: 968.414612
	Iteration 2Q: 3 clusters Score -3375792 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3377156.500000 Penalty: 968.414612
	Iteration 3F: 3 clusters Score -3377156 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3379118.250000 Penalty: 968.414612
	Iteration 4F: 3 clusters Score -3379118 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3381080.000000 Penalty: 968.414612
	Iteration 5F: 3 clusters Score -3381080 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3382052.750000 Penalty: 968.414612
	Iteration 6F: 3 clusters Score -3382053 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3382345.750000 Penalty: 968.414612
	Iteration 7Q: 3 clusters Score -3382346 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3382493.750000 Penalty: 968.414612
	Iteration 8Q: 3 clusters Score -3382494 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3382530.500000 Penalty: 968.414612
	Iteration 9Q: 3 clusters Score -3382530 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3382571.500000 Penalty: 968.414612
	Iteration 10Q: 3 clusters Score -3382572 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3382623.500000 Penalty: 968.414612
	Iteration 11Q: 3 clusters Score -3382624 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -3382683.750000 Penalty: 968.414612
	Iteration 12Q: 3 clusters Score -3382684 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3382751.750000 Penalty: 968.414612
	Iteration 13Q: 3 clusters Score -3382752 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3382815.500000 Penalty: 968.414612
	Iteration 14Q: 3 clusters Score -3382816 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3382866.500000 Penalty: 968.414612
	Iteration 15Q: 3 clusters Score -3382866 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3382978.750000 Penalty: 968.414612
	Iteration 16Q: 3 clusters Score -3382979 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3383046.000000 Penalty: 968.414612
	Iteration 17Q: 3 clusters Score -3383046 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3383118.500000 Penalty: 968.414612
	Iteration 18Q: 3 clusters Score -3383118 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3383193.750000 Penalty: 968.414612
	Iteration 19Q: 3 clusters Score -3383194 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3383255.500000 Penalty: 968.414612
	Iteration 20F: 3 clusters Score -3383256 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3383307.750000 Penalty: 968.414612
	Iteration 21Q: 3 clusters Score -3383308 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3383351.750000 Penalty: 968.414612
	Iteration 22Q: 3 clusters Score -3383352 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3383395.000000 Penalty: 968.414612
	Iteration 23Q: 3 clusters Score -3383395 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3383425.500000 Penalty: 968.414612
	Iteration 24Q: 3 clusters Score -3383426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3383482.000000 Penalty: 968.414612
	Iteration 25Q: 3 clusters Score -3383482 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3383505.500000 Penalty: 968.414612
	Iteration 26Q: 3 clusters Score -3383506 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -3383570.000000 Penalty: 968.414612
	Iteration 27Q: 3 clusters Score -3383570 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3383609.750000 Penalty: 968.414612
	Iteration 28Q: 3 clusters Score -3383610 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3383671.250000 Penalty: 968.414612
	Iteration 29Q: 3 clusters Score -3383671 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3383717.500000 Penalty: 968.414612
	Iteration 30Q: 3 clusters Score -3383718 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3383781.250000 Penalty: 968.414612
	Iteration 31Q: 3 clusters Score -3383781 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3383892.750000 Penalty: 968.414612
	Iteration 32Q: 3 clusters Score -3383893 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3384028.750000 Penalty: 968.414612
	Iteration 33Q: 3 clusters Score -3384029 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3384178.750000 Penalty: 968.414612
	Iteration 34Q: 3 clusters Score -3384179 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3384351.250000 Penalty: 968.414612
	Iteration 35Q: 3 clusters Score -3384351 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3384551.750000 Penalty: 968.414612
	Iteration 36Q: 3 clusters Score -3384552 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3384757.500000 Penalty: 968.414612
	Iteration 37Q: 3 clusters Score -3384758 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -3385109.000000 Penalty: 968.414612
	Iteration 38Q: 3 clusters Score -3385109 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3385550.500000 Penalty: 968.414612
	Iteration 39Q: 3 clusters Score -3385550 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3386051.000000 Penalty: 968.414612
	Iteration 40F: 3 clusters Score -3386051 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3386745.500000 Penalty: 968.414612
	Iteration 41Q: 3 clusters Score -3386746 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -3387476.250000 Penalty: 968.414612
	Iteration 42Q: 3 clusters Score -3387476 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3388134.250000 Penalty: 968.414612
	Iteration 43Q: 3 clusters Score -3388134 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3388584.000000 Penalty: 968.414612
	Iteration 44Q: 3 clusters Score -3388584 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3388895.750000 Penalty: 968.414612
	Iteration 45Q: 3 clusters Score -3388896 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -3389094.750000 Penalty: 968.414612
	Iteration 46Q: 3 clusters Score -3389095 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3389206.000000 Penalty: 968.414612
	Iteration 47Q: 3 clusters Score -3389206 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3389277.250000 Penalty: 968.414612
	Iteration 48Q: 3 clusters Score -3389277 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3389294.000000 Penalty: 968.414612
	Iteration 49Q: 3 clusters Score -3389294 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3389307.250000 Penalty: 968.414612
	Iteration 50Q: 3 clusters Score -3389307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3389324.000000 Penalty: 968.414612
	Iteration 51Q: 3 clusters Score -3389324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3389305.500000 Penalty: 968.414612
	Iteration 52Q: 3 clusters Score -3389306 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3389309.000000 Penalty: 968.414612
	Iteration 53Q: 3 clusters Score -3389309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3389306.750000 Penalty: 968.414612
	Iteration 54Q: 3 clusters Score -3389307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3389305.500000 Penalty: 968.414612
	Iteration 55Q: 3 clusters Score -3389306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3389298.000000 Penalty: 968.414612
	Iteration 56Q: 3 clusters Score -3389298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3389289.750000 Penalty: 968.414612
	Iteration 57Q: 3 clusters Score -3389290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3389294.000000 Penalty: 968.414612
	Iteration 58Q: 3 clusters Score -3389294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3389291.000000 Penalty: 968.414612
	Iteration 59Q: 3 clusters Score -3389291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3389297.750000 Penalty: 968.414612
	Iteration 60F: 3 clusters Score -3389298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3389305.250000 Penalty: 968.414612
	Iteration 61Q: 3 clusters Score -3389305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3389299.000000 Penalty: 968.414612
	Iteration 62Q: 3 clusters Score -3389299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3389305.250000 Penalty: 968.414612
	Iteration 63Q: 3 clusters Score -3389305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3389304.500000 Penalty: 968.414612
	Iteration 64Q: 3 clusters Score -3389304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3389305.500000 Penalty: 968.414612
	Iteration 65Q: 3 clusters Score -3389306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3389308.500000 Penalty: 968.414612
	Iteration 66Q: 3 clusters Score -3389308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3389307.000000 Penalty: 968.414612
	Iteration 67Q: 3 clusters Score -3389307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3389308.500000 Penalty: 968.414612
	Iteration 68Q: 3 clusters Score -3389308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3389307.500000 Penalty: 968.414612
	Iteration 69Q: 3 clusters Score -3389308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3389307.250000 Penalty: 968.414612
	Iteration 70Q: 3 clusters Score -3389307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3389320.500000 Penalty: 968.414612
	Iteration 71Q: 3 clusters Score -3389320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3389320.250000 Penalty: 968.414612
	Iteration 72Q: 3 clusters Score -3389320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3389321.750000 Penalty: 968.414612
	Iteration 73Q: 3 clusters Score -3389322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3389316.000000 Penalty: 968.414612
	Iteration 74Q: 3 clusters Score -3389316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3389316.000000 Penalty: 968.414612
	Iteration 75F: 3 clusters Score -3389316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44622 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 25915 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Entering Unmasked Estep 
Score: -42165756.000000 Penalty: 41533.613281
Splitting cluster 35 changes total score from -42160452.000000 to -42165756.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 164 members 
Entering Unmasked Estep 
Score: -20773.097656 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20773.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20889.343750 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20889.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20979.275391 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20979.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21021.691406 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -21021.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21035.121094 Penalty: 522.321167
	Iteration 4F: 3 clusters Score -21035.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21039.666016 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -21039.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21043.515625 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21043.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21048.000000 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21048.949219 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21048.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21050.023438 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21050.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21053.601562 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -21053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21058.099609 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -21058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21058.099609 Penalty: 522.321167
	Iteration 12F: 3 clusters Score -21058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -216406.937500 Penalty: 357.848572
	Iteration 0F: 2 clusters Score -216406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -214587.093750 Penalty: 715.697144
	Iteration 0F: 3 clusters Score -214587.1 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -215209.984375 Penalty: 715.697144
	Iteration 1F: 3 clusters Score -215210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -215291.484375 Penalty: 715.697144
	Iteration 2F: 3 clusters Score -215291.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -215376.140625 Penalty: 715.697144
	Iteration 3F: 3 clusters Score -215376.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -215495.609375 Penalty: 715.697144
	Iteration 4F: 3 clusters Score -215495.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -215635.750000 Penalty: 715.697144
	Iteration 5F: 3 clusters Score -215635.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -215789.968750 Penalty: 715.697144
	Iteration 6F: 3 clusters Score -215790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -215894.828125 Penalty: 715.697144
	Iteration 7Q: 3 clusters Score -215894.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -215955.375000 Penalty: 715.697144
	Iteration 8Q: 3 clusters Score -215955.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -215995.968750 Penalty: 715.697144
	Iteration 9Q: 3 clusters Score -215996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -216026.015625 Penalty: 715.697144
	Iteration 10Q: 3 clusters Score -216026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -216037.656250 Penalty: 715.697144
	Iteration 11Q: 3 clusters Score -216037.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -216043.687500 Penalty: 715.697144
	Iteration 12Q: 3 clusters Score -216043.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -216049.062500 Penalty: 715.697144
	Iteration 13Q: 3 clusters Score -216049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -216051.812500 Penalty: 715.697144
	Iteration 14Q: 3 clusters Score -216051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -216053.625000 Penalty: 715.697144
	Iteration 15Q: 3 clusters Score -216053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -216056.203125 Penalty: 715.697144
	Iteration 16Q: 3 clusters Score -216056.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -216057.984375 Penalty: 715.697144
	Iteration 17Q: 3 clusters Score -216058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -216059.312500 Penalty: 715.697144
	Iteration 18Q: 3 clusters Score -216059.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -216059.875000 Penalty: 715.697144
	Iteration 19Q: 3 clusters Score -216059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -216061.078125 Penalty: 715.697144
	Iteration 20F: 3 clusters Score -216061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -216061.546875 Penalty: 715.697144
	Iteration 21Q: 3 clusters Score -216061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -216061.703125 Penalty: 715.697144
	Iteration 22Q: 3 clusters Score -216061.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -216062.906250 Penalty: 715.697144
	Iteration 23Q: 3 clusters Score -216062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -216063.140625 Penalty: 715.697144
	Iteration 24Q: 3 clusters Score -216063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -216064.609375 Penalty: 715.697144
	Iteration 25Q: 3 clusters Score -216064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -216065.312500 Penalty: 715.697144
	Iteration 26Q: 3 clusters Score -216065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -216067.718750 Penalty: 715.697144
	Iteration 27Q: 3 clusters Score -216067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -216069.671875 Penalty: 715.697144
	Iteration 28Q: 3 clusters Score -216069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -216072.906250 Penalty: 715.697144
	Iteration 29Q: 3 clusters Score -216072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -216075.109375 Penalty: 715.697144
	Iteration 30Q: 3 clusters Score -216075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -216076.187500 Penalty: 715.697144
	Iteration 31Q: 3 clusters Score -216076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -216076.187500 Penalty: 715.697144
	Iteration 32F: 3 clusters Score -216076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -877853.625000 Penalty: 422.233917
	Iteration 0F: 2 clusters Score -877853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -870847.937500 Penalty: 844.467834
	Iteration 0F: 3 clusters Score -870847.9 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -873844.062500 Penalty: 844.467834
	Iteration 1F: 3 clusters Score -873844.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -874171.812500 Penalty: 844.467834
	Iteration 2F: 3 clusters Score -874171.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -874771.250000 Penalty: 844.467834
	Iteration 3F: 3 clusters Score -874771.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -875666.375000 Penalty: 844.467834
	Iteration 4F: 3 clusters Score -875666.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -876515.375000 Penalty: 844.467834
	Iteration 5F: 3 clusters Score -876515.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -876930.937500 Penalty: 844.467834
	Iteration 6Q: 3 clusters Score -876930.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -877110.437500 Penalty: 844.467834
	Iteration 7Q: 3 clusters Score -877110.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -877267.437500 Penalty: 844.467834
	Iteration 8Q: 3 clusters Score -877267.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -877356.312500 Penalty: 844.467834
	Iteration 9Q: 3 clusters Score -877356.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -877402.750000 Penalty: 844.467834
	Iteration 10Q: 3 clusters Score -877402.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -877426.875000 Penalty: 844.467834
	Iteration 11Q: 3 clusters Score -877426.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -877441.500000 Penalty: 844.467834
	Iteration 12Q: 3 clusters Score -877441.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -877447.375000 Penalty: 844.467834
	Iteration 13Q: 3 clusters Score -877447.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -877461.375000 Penalty: 844.467834
	Iteration 14Q: 3 clusters Score -877461.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -877455.750000 Penalty: 844.467834
	Iteration 15Q: 3 clusters Score -877455.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -877469.625000 Penalty: 844.467834
	Iteration 16Q: 3 clusters Score -877469.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -877470.500000 Penalty: 844.467834
	Iteration 17Q: 3 clusters Score -877470.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -877473.312500 Penalty: 844.467834
	Iteration 18Q: 3 clusters Score -877473.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -877477.812500 Penalty: 844.467834
	Iteration 19Q: 3 clusters Score -877477.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -877480.937500 Penalty: 844.467834
	Iteration 20F: 3 clusters Score -877480.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -877482.812500 Penalty: 844.467834
	Iteration 21Q: 3 clusters Score -877482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -877472.250000 Penalty: 844.467834
	Iteration 22Q: 3 clusters Score -877472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -877482.187500 Penalty: 844.467834
	Iteration 23Q: 3 clusters Score -877482.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -877479.687500 Penalty: 844.467834
	Iteration 24Q: 3 clusters Score -877479.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -877481.750000 Penalty: 844.467834
	Iteration 25Q: 3 clusters Score -877481.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -877485.625000 Penalty: 844.467834
	Iteration 26Q: 3 clusters Score -877485.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -877489.812500 Penalty: 844.467834
	Iteration 27Q: 3 clusters Score -877489.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -877485.562500 Penalty: 844.467834
	Iteration 28Q: 3 clusters Score -877485.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -877480.812500 Penalty: 844.467834
	Iteration 29Q: 3 clusters Score -877480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -877476.500000 Penalty: 844.467834
	Iteration 30Q: 3 clusters Score -877476.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -877477.500000 Penalty: 844.467834
	Iteration 31Q: 3 clusters Score -877477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -877476.125000 Penalty: 844.467834
	Iteration 32Q: 3 clusters Score -877476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -877479.062500 Penalty: 844.467834
	Iteration 33Q: 3 clusters Score -877479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -877479.062500 Penalty: 844.467834
	Iteration 34F: 3 clusters Score -877479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -99389.695312 Penalty: 328.259949
	Iteration 0F: 2 clusters Score -99389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -98419.234375 Penalty: 656.519897
	Iteration 0F: 3 clusters Score -98419.23 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98824.570312 Penalty: 656.519897
	Iteration 1F: 3 clusters Score -98824.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98945.109375 Penalty: 656.519897
	Iteration 2F: 3 clusters Score -98945.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99028.421875 Penalty: 656.519897
	Iteration 3F: 3 clusters Score -99028.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99095.242188 Penalty: 656.519897
	Iteration 4F: 3 clusters Score -99095.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99140.765625 Penalty: 656.519897
	Iteration 5Q: 3 clusters Score -99140.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -99165.195312 Penalty: 656.519897
	Iteration 6Q: 3 clusters Score -99165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99180.718750 Penalty: 656.519897
	Iteration 7Q: 3 clusters Score -99180.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99197.554688 Penalty: 656.519897
	Iteration 8Q: 3 clusters Score -99197.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99211.523438 Penalty: 656.519897
	Iteration 9Q: 3 clusters Score -99211.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -99223.109375 Penalty: 656.519897
	Iteration 10Q: 3 clusters Score -99223.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -99234.710938 Penalty: 656.519897
	Iteration 11Q: 3 clusters Score -99234.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -99245.468750 Penalty: 656.519897
	Iteration 12Q: 3 clusters Score -99245.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -99252.515625 Penalty: 656.519897
	Iteration 13Q: 3 clusters Score -99252.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -99255.179688 Penalty: 656.519897
	Iteration 14Q: 3 clusters Score -99255.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -99256.242188 Penalty: 656.519897
	Iteration 15Q: 3 clusters Score -99256.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -99256.484375 Penalty: 656.519897
	Iteration 16Q: 3 clusters Score -99256.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99256.671875 Penalty: 656.519897
	Iteration 17Q: 3 clusters Score -99256.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -99256.671875 Penalty: 656.519897
	Iteration 18F: 3 clusters Score -99256.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -29537.443359 Penalty: 282.673584
	Iteration 0F: 2 clusters Score -29537.44 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 236 members 
Entering Unmasked Estep 
Score: -29052.726562 Penalty: 565.347168
	Iteration 0F: 3 clusters Score -29052.73 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29269.511719 Penalty: 565.347168
	Iteration 1F: 3 clusters Score -29269.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29348.601562 Penalty: 565.347168
	Iteration 2F: 3 clusters Score -29348.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29420.154297 Penalty: 565.347168
	Iteration 3F: 3 clusters Score -29420.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29463.048828 Penalty: 565.347168
	Iteration 4F: 3 clusters Score -29463.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29497.833984 Penalty: 565.347168
	Iteration 5Q: 3 clusters Score -29497.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29509.652344 Penalty: 565.347168
	Iteration 6Q: 3 clusters Score -29509.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29525.546875 Penalty: 565.347168
	Iteration 7Q: 3 clusters Score -29525.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29544.548828 Penalty: 565.347168
	Iteration 8Q: 3 clusters Score -29544.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29548.716797 Penalty: 565.347168
	Iteration 9Q: 3 clusters Score -29548.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29552.154297 Penalty: 565.347168
	Iteration 10Q: 3 clusters Score -29552.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29557.753906 Penalty: 565.347168
	Iteration 11Q: 3 clusters Score -29557.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29567.294922 Penalty: 565.347168
	Iteration 12Q: 3 clusters Score -29567.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29585.994141 Penalty: 565.347168
	Iteration 13Q: 3 clusters Score -29585.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29598.687500 Penalty: 565.347168
	Iteration 14Q: 3 clusters Score -29598.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29602.222656 Penalty: 565.347168
	Iteration 15Q: 3 clusters Score -29602.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29602.222656 Penalty: 565.347168
	Iteration 16F: 3 clusters Score -29602.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 44622 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 25915 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Mstep: Class 70 contains 267 members 
Entering Unmasked Estep 
Score: -42165504.000000 Penalty: 42135.550781
Splitting cluster 40 changes total score from -42160452.000000 to -42165504.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40560.296875 Penalty: 289.439270
	Iteration 0F: 2 clusters Score -40560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40039.234375 Penalty: 578.878540
	Iteration 0F: 3 clusters Score -40039.23 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40178.671875 Penalty: 578.878540
	Iteration 1F: 3 clusters Score -40178.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40206.628906 Penalty: 578.878540
	Iteration 2F: 3 clusters Score -40206.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40221.832031 Penalty: 578.878540
	Iteration 3Q: 3 clusters Score -40221.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40241.062500 Penalty: 578.878540
	Iteration 4Q: 3 clusters Score -40241.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40260.992188 Penalty: 578.878540
	Iteration 5Q: 3 clusters Score -40260.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40276.011719 Penalty: 578.878540
	Iteration 6Q: 3 clusters Score -40276.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40285.839844 Penalty: 578.878540
	Iteration 7Q: 3 clusters Score -40285.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40288.929688 Penalty: 578.878540
	Iteration 8Q: 3 clusters Score -40288.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40295.410156 Penalty: 578.878540
	Iteration 9Q: 3 clusters Score -40295.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40300.730469 Penalty: 578.878540
	Iteration 10Q: 3 clusters Score -40300.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40301.890625 Penalty: 578.878540
	Iteration 11Q: 3 clusters Score -40301.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40302.878906 Penalty: 578.878540
	Iteration 12Q: 3 clusters Score -40302.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40303.500000 Penalty: 578.878540
	Iteration 13Q: 3 clusters Score -40303.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40303.500000 Penalty: 578.878540
	Iteration 14F: 3 clusters Score -40303.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (44622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Entering Unmasked Estep 
Score: -3559459.250000 Penalty: 487.122192
	Iteration 0F: 2 clusters Score -3559459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3532457.000000 Penalty: 974.244385
	Iteration 0F: 3 clusters Score -3532457 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3545748.000000 Penalty: 974.244385
	Iteration 1F: 3 clusters Score -3545748 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3546987.750000 Penalty: 974.244385
	Iteration 2F: 3 clusters Score -3546988 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3548972.250000 Penalty: 974.244385
	Iteration 3F: 3 clusters Score -3548972 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3551442.500000 Penalty: 974.244385
	Iteration 4F: 3 clusters Score -3551442 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3553149.000000 Penalty: 974.244385
	Iteration 5F: 3 clusters Score -3553149 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3553807.250000 Penalty: 974.244385
	Iteration 6Q: 3 clusters Score -3553807 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -3553973.500000 Penalty: 974.244385
	Iteration 7Q: 3 clusters Score -3553974 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3553990.250000 Penalty: 974.244385
	Iteration 8Q: 3 clusters Score -3553990 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3553999.500000 Penalty: 974.244385
	Iteration 9Q: 3 clusters Score -3554000 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3554055.000000 Penalty: 974.244385
	Iteration 10Q: 3 clusters Score -3554055 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3554115.250000 Penalty: 974.244385
	Iteration 11Q: 3 clusters Score -3554115 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3554181.000000 Penalty: 974.244385
	Iteration 12Q: 3 clusters Score -3554181 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3554302.500000 Penalty: 974.244385
	Iteration 13Q: 3 clusters Score -3554302 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3554481.750000 Penalty: 974.244385
	Iteration 14Q: 3 clusters Score -3554482 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3554639.500000 Penalty: 974.244385
	Iteration 15Q: 3 clusters Score -3554640 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3554865.500000 Penalty: 974.244385
	Iteration 16Q: 3 clusters Score -3554866 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3555116.500000 Penalty: 974.244385
	Iteration 17Q: 3 clusters Score -3555116 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3555367.500000 Penalty: 974.244385
	Iteration 18Q: 3 clusters Score -3555368 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3555563.500000 Penalty: 974.244385
	Iteration 19Q: 3 clusters Score -3555564 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3555742.750000 Penalty: 974.244385
	Iteration 20F: 3 clusters Score -3555743 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3555802.500000 Penalty: 974.244385
	Iteration 21Q: 3 clusters Score -3555802 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3555890.500000 Penalty: 974.244385
	Iteration 22Q: 3 clusters Score -3555890 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3555955.500000 Penalty: 974.244385
	Iteration 23Q: 3 clusters Score -3555956 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3555989.000000 Penalty: 974.244385
	Iteration 24Q: 3 clusters Score -3555989 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3555980.000000 Penalty: 974.244385
	Iteration 25Q: 3 clusters Score -3555980 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3555915.250000 Penalty: 974.244385
	Iteration 26Q: 3 clusters Score -3555915 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3555879.750000 Penalty: 974.244385
	Iteration 27Q: 3 clusters Score -3555880 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -3555808.250000 Penalty: 974.244385
	Iteration 28Q: 3 clusters Score -3555808 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -3555783.500000 Penalty: 974.244385
	Iteration 29Q: 3 clusters Score -3555784 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3555706.250000 Penalty: 974.244385
	Iteration 30Q: 3 clusters Score -3555706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3555638.750000 Penalty: 974.244385
	Iteration 31Q: 3 clusters Score -3555639 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3555582.750000 Penalty: 974.244385
	Iteration 32Q: 3 clusters Score -3555583 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3555500.250000 Penalty: 974.244385
	Iteration 33Q: 3 clusters Score -3555500 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -3555408.750000 Penalty: 974.244385
	Iteration 34Q: 3 clusters Score -3555409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3555326.250000 Penalty: 974.244385
	Iteration 35Q: 3 clusters Score -3555326 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -3555292.500000 Penalty: 974.244385
	Iteration 36Q: 3 clusters Score -3555292 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -3555240.000000 Penalty: 974.244385
	Iteration 37Q: 3 clusters Score -3555240 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -3555200.000000 Penalty: 974.244385
	Iteration 38Q: 3 clusters Score -3555200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -3555151.250000 Penalty: 974.244385
	Iteration 39Q: 3 clusters Score -3555151 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3555150.750000 Penalty: 974.244385
	Iteration 40F: 3 clusters Score -3555151 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -3555106.500000 Penalty: 974.244385
	Iteration 41Q: 3 clusters Score -3555106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -3555074.000000 Penalty: 974.244385
	Iteration 42Q: 3 clusters Score -3555074 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -3555027.500000 Penalty: 974.244385
	Iteration 43Q: 3 clusters Score -3555028 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -3555004.250000 Penalty: 974.244385
	Iteration 44Q: 3 clusters Score -3555004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -3554984.500000 Penalty: 974.244385
	Iteration 45Q: 3 clusters Score -3554984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -3554958.500000 Penalty: 974.244385
	Iteration 46Q: 3 clusters Score -3554958 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -3554914.250000 Penalty: 974.244385
	Iteration 47Q: 3 clusters Score -3554914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -3554881.750000 Penalty: 974.244385
	Iteration 48Q: 3 clusters Score -3554882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3554845.250000 Penalty: 974.244385
	Iteration 49Q: 3 clusters Score -3554845 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3554818.500000 Penalty: 974.244385
	Iteration 50Q: 3 clusters Score -3554818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3554786.750000 Penalty: 974.244385
	Iteration 51Q: 3 clusters Score -3554787 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3554731.750000 Penalty: 974.244385
	Iteration 52Q: 3 clusters Score -3554732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -3554681.750000 Penalty: 974.244385
	Iteration 53Q: 3 clusters Score -3554682 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3554645.250000 Penalty: 974.244385
	Iteration 54Q: 3 clusters Score -3554645 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3554628.250000 Penalty: 974.244385
	Iteration 55Q: 3 clusters Score -3554628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -3554640.000000 Penalty: 974.244385
	Iteration 56Q: 3 clusters Score -3554640 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -3554649.000000 Penalty: 974.244385
	Iteration 57Q: 3 clusters Score -3554649 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -3554682.000000 Penalty: 974.244385
	Iteration 58Q: 3 clusters Score -3554682 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -3554635.250000 Penalty: 974.244385
	Iteration 59Q: 3 clusters Score -3554635 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -3554652.000000 Penalty: 974.244385
	Iteration 60F: 3 clusters Score -3554652 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3554673.250000 Penalty: 974.244385
	Iteration 61Q: 3 clusters Score -3554673 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3554765.250000 Penalty: 974.244385
	Iteration 62Q: 3 clusters Score -3554765 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3554849.250000 Penalty: 974.244385
	Iteration 63Q: 3 clusters Score -3554849 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -3554968.000000 Penalty: 974.244385
	Iteration 64Q: 3 clusters Score -3554968 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -3555123.750000 Penalty: 974.244385
	Iteration 65Q: 3 clusters Score -3555124 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3555364.500000 Penalty: 974.244385
	Iteration 66Q: 3 clusters Score -3555364 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3555558.750000 Penalty: 974.244385
	Iteration 67Q: 3 clusters Score -3555559 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3555859.250000 Penalty: 974.244385
	Iteration 68Q: 3 clusters Score -3555859 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3556235.250000 Penalty: 974.244385
	Iteration 69Q: 3 clusters Score -3556235 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3556572.250000 Penalty: 974.244385
	Iteration 70Q: 3 clusters Score -3556572 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3556867.250000 Penalty: 974.244385
	Iteration 71Q: 3 clusters Score -3556867 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3557078.250000 Penalty: 974.244385
	Iteration 72Q: 3 clusters Score -3557078 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3557305.500000 Penalty: 974.244385
	Iteration 73Q: 3 clusters Score -3557306 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3557481.750000 Penalty: 974.244385
	Iteration 74Q: 3 clusters Score -3557482 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3557653.500000 Penalty: 974.244385
	Iteration 75Q: 3 clusters Score -3557654 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3557782.000000 Penalty: 974.244385
	Iteration 76Q: 3 clusters Score -3557782 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3557917.750000 Penalty: 974.244385
	Iteration 77Q: 3 clusters Score -3557918 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3558019.000000 Penalty: 974.244385
	Iteration 78Q: 3 clusters Score -3558019 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3558119.000000 Penalty: 974.244385
	Iteration 79Q: 3 clusters Score -3558119 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3558765.000000 Penalty: 974.244385
	Iteration 80F: 3 clusters Score -3558765 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3559386.750000 Penalty: 974.244385
	Iteration 81Q: 3 clusters Score -3559387 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3559778.750000 Penalty: 974.244385
	Iteration 82Q: 3 clusters Score -3559779 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3560017.000000 Penalty: 974.244385
	Iteration 83Q: 3 clusters Score -3560017 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3560260.250000 Penalty: 974.244385
	Iteration 84Q: 3 clusters Score -3560260 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3560441.250000 Penalty: 974.244385
	Iteration 85Q: 3 clusters Score -3560441 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3560597.750000 Penalty: 974.244385
	Iteration 86Q: 3 clusters Score -3560598 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3560706.750000 Penalty: 974.244385
	Iteration 87Q: 3 clusters Score -3560707 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3560809.750000 Penalty: 974.244385
	Iteration 88Q: 3 clusters Score -3560810 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3560885.750000 Penalty: 974.244385
	Iteration 89Q: 3 clusters Score -3560886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3560950.500000 Penalty: 974.244385
	Iteration 90Q: 3 clusters Score -3560950 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3560992.750000 Penalty: 974.244385
	Iteration 91Q: 3 clusters Score -3560993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3561024.000000 Penalty: 974.244385
	Iteration 92Q: 3 clusters Score -3561024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3561036.500000 Penalty: 974.244385
	Iteration 93Q: 3 clusters Score -3561036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3561055.500000 Penalty: 974.244385
	Iteration 94Q: 3 clusters Score -3561056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3561074.750000 Penalty: 974.244385
	Iteration 95Q: 3 clusters Score -3561075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3561091.500000 Penalty: 974.244385
	Iteration 96Q: 3 clusters Score -3561092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3561091.750000 Penalty: 974.244385
	Iteration 97Q: 3 clusters Score -3561092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3561093.750000 Penalty: 974.244385
	Iteration 98Q: 3 clusters Score -3561094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3561101.250000 Penalty: 974.244385
	Iteration 99Q: 3 clusters Score -3561101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3561102.000000 Penalty: 974.244385
	Iteration 100F: 3 clusters Score -3561102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3561104.750000 Penalty: 974.244385
	Iteration 101Q: 3 clusters Score -3561105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3561104.500000 Penalty: 974.244385
	Iteration 102Q: 3 clusters Score -3561104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3561102.500000 Penalty: 974.244385
	Iteration 103Q: 3 clusters Score -3561102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3561104.750000 Penalty: 974.244385
	Iteration 104Q: 3 clusters Score -3561105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3561101.000000 Penalty: 974.244385
	Iteration 105Q: 3 clusters Score -3561101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3561103.000000 Penalty: 974.244385
	Iteration 106Q: 3 clusters Score -3561103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3561108.250000 Penalty: 974.244385
	Iteration 107Q: 3 clusters Score -3561108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3561112.250000 Penalty: 974.244385
	Iteration 108Q: 3 clusters Score -3561112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3561115.750000 Penalty: 974.244385
	Iteration 109Q: 3 clusters Score -3561116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3561113.000000 Penalty: 974.244385
	Iteration 110Q: 3 clusters Score -3561113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3561110.250000 Penalty: 974.244385
	Iteration 111Q: 3 clusters Score -3561110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3561113.000000 Penalty: 974.244385
	Iteration 112Q: 3 clusters Score -3561113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3561113.500000 Penalty: 974.244385
	Iteration 113Q: 3 clusters Score -3561114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3561110.000000 Penalty: 974.244385
	Iteration 114Q: 3 clusters Score -3561110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3561109.750000 Penalty: 974.244385
	Iteration 115Q: 3 clusters Score -3561110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3561112.250000 Penalty: 974.244385
	Iteration 116Q: 3 clusters Score -3561112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3561111.500000 Penalty: 974.244385
	Iteration 117Q: 3 clusters Score -3561112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3561112.500000 Penalty: 974.244385
	Iteration 118Q: 3 clusters Score -3561112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3561117.250000 Penalty: 974.244385
	Iteration 119Q: 3 clusters Score -3561117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3561118.250000 Penalty: 974.244385
	Iteration 120F: 3 clusters Score -3561118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3561119.250000 Penalty: 974.244385
	Iteration 121Q: 3 clusters Score -3561119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3561115.750000 Penalty: 974.244385
	Iteration 122Q: 3 clusters Score -3561116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3561122.500000 Penalty: 974.244385
	Iteration 123Q: 3 clusters Score -3561122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3561132.250000 Penalty: 974.244385
	Iteration 124Q: 3 clusters Score -3561132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3561139.250000 Penalty: 974.244385
	Iteration 125Q: 3 clusters Score -3561139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3561146.250000 Penalty: 974.244385
	Iteration 126Q: 3 clusters Score -3561146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3561155.250000 Penalty: 974.244385
	Iteration 127Q: 3 clusters Score -3561155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3561163.750000 Penalty: 974.244385
	Iteration 128Q: 3 clusters Score -3561164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3561166.250000 Penalty: 974.244385
	Iteration 129Q: 3 clusters Score -3561166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3561168.250000 Penalty: 974.244385
	Iteration 130Q: 3 clusters Score -3561168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3561180.750000 Penalty: 974.244385
	Iteration 131Q: 3 clusters Score -3561181 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3561175.500000 Penalty: 974.244385
	Iteration 132Q: 3 clusters Score -3561176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3561196.000000 Penalty: 974.244385
	Iteration 133Q: 3 clusters Score -3561196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3561203.750000 Penalty: 974.244385
	Iteration 134Q: 3 clusters Score -3561204 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3561217.000000 Penalty: 974.244385
	Iteration 135Q: 3 clusters Score -3561217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3561222.000000 Penalty: 974.244385
	Iteration 136Q: 3 clusters Score -3561222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3561237.750000 Penalty: 974.244385
	Iteration 137Q: 3 clusters Score -3561238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3561288.250000 Penalty: 974.244385
	Iteration 138Q: 3 clusters Score -3561288 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3561291.250000 Penalty: 974.244385
	Iteration 139Q: 3 clusters Score -3561291 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3561288.250000 Penalty: 974.244385
	Iteration 140F: 3 clusters Score -3561288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3561282.000000 Penalty: 974.244385
	Iteration 141Q: 3 clusters Score -3561282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3561262.750000 Penalty: 974.244385
	Iteration 142Q: 3 clusters Score -3561263 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3561253.250000 Penalty: 974.244385
	Iteration 143Q: 3 clusters Score -3561253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3561244.250000 Penalty: 974.244385
	Iteration 144Q: 3 clusters Score -3561244 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3561218.750000 Penalty: 974.244385
	Iteration 145Q: 3 clusters Score -3561219 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3561187.000000 Penalty: 974.244385
	Iteration 146Q: 3 clusters Score -3561187 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3561174.000000 Penalty: 974.244385
	Iteration 147Q: 3 clusters Score -3561174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3561147.750000 Penalty: 974.244385
	Iteration 148Q: 3 clusters Score -3561148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3561130.500000 Penalty: 974.244385
	Iteration 149Q: 3 clusters Score -3561130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3561115.250000 Penalty: 974.244385
	Iteration 150Q: 3 clusters Score -3561115 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3561096.500000 Penalty: 974.244385
	Iteration 151Q: 3 clusters Score -3561096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -3561074.000000 Penalty: 974.244385
	Iteration 152Q: 3 clusters Score -3561074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3561029.000000 Penalty: 974.244385
	Iteration 153Q: 3 clusters Score -3561029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -3560997.500000 Penalty: 974.244385
	Iteration 154Q: 3 clusters Score -3560998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3560958.500000 Penalty: 974.244385
	Iteration 155Q: 3 clusters Score -3560958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3560930.500000 Penalty: 974.244385
	Iteration 156Q: 3 clusters Score -3560930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3560904.500000 Penalty: 974.244385
	Iteration 157Q: 3 clusters Score -3560904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3560887.250000 Penalty: 974.244385
	Iteration 158Q: 3 clusters Score -3560887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3560868.250000 Penalty: 974.244385
	Iteration 159Q: 3 clusters Score -3560868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3560848.000000 Penalty: 974.244385
	Iteration 160F: 3 clusters Score -3560848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3560832.250000 Penalty: 974.244385
	Iteration 161Q: 3 clusters Score -3560832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3560820.250000 Penalty: 974.244385
	Iteration 162Q: 3 clusters Score -3560820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3560801.750000 Penalty: 974.244385
	Iteration 163Q: 3 clusters Score -3560802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3560782.750000 Penalty: 974.244385
	Iteration 164Q: 3 clusters Score -3560783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3560770.750000 Penalty: 974.244385
	Iteration 165Q: 3 clusters Score -3560771 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3560744.000000 Penalty: 974.244385
	Iteration 166Q: 3 clusters Score -3560744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -3560727.750000 Penalty: 974.244385
	Iteration 167Q: 3 clusters Score -3560728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3560702.000000 Penalty: 974.244385
	Iteration 168Q: 3 clusters Score -3560702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3560655.250000 Penalty: 974.244385
	Iteration 169Q: 3 clusters Score -3560655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3560605.000000 Penalty: 974.244385
	Iteration 170Q: 3 clusters Score -3560605 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3560559.000000 Penalty: 974.244385
	Iteration 171Q: 3 clusters Score -3560559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3560534.500000 Penalty: 974.244385
	Iteration 172Q: 3 clusters Score -3560534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3560514.000000 Penalty: 974.244385
	Iteration 173Q: 3 clusters Score -3560514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3560485.250000 Penalty: 974.244385
	Iteration 174Q: 3 clusters Score -3560485 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3560464.750000 Penalty: 974.244385
	Iteration 175Q: 3 clusters Score -3560465 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -3560456.000000 Penalty: 974.244385
	Iteration 176Q: 3 clusters Score -3560456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3560416.250000 Penalty: 974.244385
	Iteration 177Q: 3 clusters Score -3560416 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3560407.500000 Penalty: 974.244385
	Iteration 178Q: 3 clusters Score -3560408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3560411.500000 Penalty: 974.244385
	Iteration 179Q: 3 clusters Score -3560412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3560404.000000 Penalty: 974.244385
	Iteration 180F: 3 clusters Score -3560404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3560386.500000 Penalty: 974.244385
	Iteration 181Q: 3 clusters Score -3560386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -3560364.000000 Penalty: 974.244385
	Iteration 182Q: 3 clusters Score -3560364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3560365.500000 Penalty: 974.244385
	Iteration 183Q: 3 clusters Score -3560366 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3560350.250000 Penalty: 974.244385
	Iteration 184Q: 3 clusters Score -3560350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3560343.500000 Penalty: 974.244385
	Iteration 185Q: 3 clusters Score -3560344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3560353.250000 Penalty: 974.244385
	Iteration 186Q: 3 clusters Score -3560353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3560345.750000 Penalty: 974.244385
	Iteration 187Q: 3 clusters Score -3560346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3560339.750000 Penalty: 974.244385
	Iteration 188Q: 3 clusters Score -3560340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -3560331.750000 Penalty: 974.244385
	Iteration 189Q: 3 clusters Score -3560332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3560327.750000 Penalty: 974.244385
	Iteration 190Q: 3 clusters Score -3560328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3560312.500000 Penalty: 974.244385
	Iteration 191Q: 3 clusters Score -3560312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3560303.500000 Penalty: 974.244385
	Iteration 192Q: 3 clusters Score -3560304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3560312.500000 Penalty: 974.244385
	Iteration 193Q: 3 clusters Score -3560312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3560323.500000 Penalty: 974.244385
	Iteration 194Q: 3 clusters Score -3560324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3560322.500000 Penalty: 974.244385
	Iteration 195Q: 3 clusters Score -3560322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3560323.500000 Penalty: 974.244385
	Iteration 196Q: 3 clusters Score -3560324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3560317.500000 Penalty: 974.244385
	Iteration 197Q: 3 clusters Score -3560318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3560314.750000 Penalty: 974.244385
	Iteration 198Q: 3 clusters Score -3560315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -3560317.750000 Penalty: 974.244385
	Iteration 199Q: 3 clusters Score -3560318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3560328.250000 Penalty: 974.244385
	Iteration 200F: 3 clusters Score -3560328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3560317.500000 Penalty: 974.244385
	Iteration 201Q: 3 clusters Score -3560318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3560318.750000 Penalty: 974.244385
	Iteration 202Q: 3 clusters Score -3560319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -3560314.000000 Penalty: 974.244385
	Iteration 203Q: 3 clusters Score -3560314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3560315.500000 Penalty: 974.244385
	Iteration 204Q: 3 clusters Score -3560316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3560313.000000 Penalty: 974.244385
	Iteration 205Q: 3 clusters Score -3560313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -3560300.750000 Penalty: 974.244385
	Iteration 206Q: 3 clusters Score -3560301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -3560296.750000 Penalty: 974.244385
	Iteration 207Q: 3 clusters Score -3560297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -3560295.500000 Penalty: 974.244385
	Iteration 208Q: 3 clusters Score -3560296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -3560292.750000 Penalty: 974.244385
	Iteration 209Q: 3 clusters Score -3560293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -3560288.750000 Penalty: 974.244385
	Iteration 210Q: 3 clusters Score -3560289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -3560288.000000 Penalty: 974.244385
	Iteration 211Q: 3 clusters Score -3560288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -3560285.750000 Penalty: 974.244385
	Iteration 212Q: 3 clusters Score -3560286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -3560279.250000 Penalty: 974.244385
	Iteration 213Q: 3 clusters Score -3560279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3560276.750000 Penalty: 974.244385
	Iteration 214Q: 3 clusters Score -3560277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3560276.250000 Penalty: 974.244385
	Iteration 215Q: 3 clusters Score -3560276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -3560274.750000 Penalty: 974.244385
	Iteration 216Q: 3 clusters Score -3560275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -3560270.750000 Penalty: 974.244385
	Iteration 217Q: 3 clusters Score -3560271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -3560271.250000 Penalty: 974.244385
	Iteration 218Q: 3 clusters Score -3560271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3560267.500000 Penalty: 974.244385
	Iteration 219Q: 3 clusters Score -3560268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -3560267.500000 Penalty: 974.244385
	Iteration 220F: 3 clusters Score -3560268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3560269.750000 Penalty: 974.244385
	Iteration 221Q: 3 clusters Score -3560270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3560269.750000 Penalty: 974.244385
	Iteration 222F: 3 clusters Score -3560270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11354 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 25915 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Mstep: Class 70 contains 267 members 
Mstep: Class 71 contains 33268 members 
Entering Unmasked Estep 
Score: -42166108.000000 Penalty: 42737.484375
Splitting cluster 42 changes total score from -42160452.000000 to -42166108.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 43 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -442369.968750 Penalty: 391.968079
	Iteration 0F: 2 clusters Score -442370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -438708.968750 Penalty: 783.936157
	Iteration 0F: 3 clusters Score -438709 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -440058.375000 Penalty: 783.936157
	Iteration 1F: 3 clusters Score -440058.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -440213.468750 Penalty: 783.936157
	Iteration 2F: 3 clusters Score -440213.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -440439.218750 Penalty: 783.936157
	Iteration 3F: 3 clusters Score -440439.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -440731.125000 Penalty: 783.936157
	Iteration 4F: 3 clusters Score -440731.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -441075.531250 Penalty: 783.936157
	Iteration 5F: 3 clusters Score -441075.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -441443.062500 Penalty: 783.936157
	Iteration 6F: 3 clusters Score -441443.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -441734.625000 Penalty: 783.936157
	Iteration 7F: 3 clusters Score -441734.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -441891.000000 Penalty: 783.936157
	Iteration 8Q: 3 clusters Score -441891 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -441985.937500 Penalty: 783.936157
	Iteration 9Q: 3 clusters Score -441985.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -442049.812500 Penalty: 783.936157
	Iteration 10Q: 3 clusters Score -442049.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -442113.875000 Penalty: 783.936157
	Iteration 11Q: 3 clusters Score -442113.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -442166.312500 Penalty: 783.936157
	Iteration 12Q: 3 clusters Score -442166.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -442211.531250 Penalty: 783.936157
	Iteration 13Q: 3 clusters Score -442211.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -442237.812500 Penalty: 783.936157
	Iteration 14Q: 3 clusters Score -442237.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -442253.218750 Penalty: 783.936157
	Iteration 15Q: 3 clusters Score -442253.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -442260.718750 Penalty: 783.936157
	Iteration 16Q: 3 clusters Score -442260.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -442264.281250 Penalty: 783.936157
	Iteration 17Q: 3 clusters Score -442264.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -442269.156250 Penalty: 783.936157
	Iteration 18Q: 3 clusters Score -442269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -442270.781250 Penalty: 783.936157
	Iteration 19Q: 3 clusters Score -442270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -442270.093750 Penalty: 783.936157
	Iteration 20F: 3 clusters Score -442270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -442270.156250 Penalty: 783.936157
	Iteration 21Q: 3 clusters Score -442270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -442270.156250 Penalty: 783.936157
	Iteration 22F: 3 clusters Score -442270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -10096.028320 Penalty: 230.920410
	Iteration 0F: 2 clusters Score -10096.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9849.301758 Penalty: 461.840820
	Iteration 0F: 3 clusters Score -9849.302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9946.358398 Penalty: 461.840820
	Iteration 1F: 3 clusters Score -9946.358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9955.337891 Penalty: 461.840820
	Iteration 2Q: 3 clusters Score -9955.338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9958.318359 Penalty: 461.840820
	Iteration 3Q: 3 clusters Score -9958.318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9963.899414 Penalty: 461.840820
	Iteration 4Q: 3 clusters Score -9963.899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9967.388672 Penalty: 461.840820
	Iteration 5Q: 3 clusters Score -9967.389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9968.530273 Penalty: 461.840820
	Iteration 6Q: 3 clusters Score -9968.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9969.928711 Penalty: 461.840820
	Iteration 7Q: 3 clusters Score -9969.929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9969.928711 Penalty: 461.840820
	Iteration 8F: 3 clusters Score -9969.929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -68162.218750 Penalty: 314.845612
	Iteration 0F: 2 clusters Score -68162.22 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 507 members 
Entering Unmasked Estep 
Score: -67331.960938 Penalty: 629.691223
	Iteration 0F: 3 clusters Score -67331.96 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67568.375000 Penalty: 629.691223
	Iteration 1F: 3 clusters Score -67568.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67645.570312 Penalty: 629.691223
	Iteration 2F: 3 clusters Score -67645.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67692.929688 Penalty: 629.691223
	Iteration 3F: 3 clusters Score -67692.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67744.343750 Penalty: 629.691223
	Iteration 4F: 3 clusters Score -67744.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67791.367188 Penalty: 629.691223
	Iteration 5Q: 3 clusters Score -67791.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67832.804688 Penalty: 629.691223
	Iteration 6Q: 3 clusters Score -67832.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -67866.875000 Penalty: 629.691223
	Iteration 7Q: 3 clusters Score -67866.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67901.453125 Penalty: 629.691223
	Iteration 8Q: 3 clusters Score -67901.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -67926.710938 Penalty: 629.691223
	Iteration 9Q: 3 clusters Score -67926.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -67954.429688 Penalty: 629.691223
	Iteration 10Q: 3 clusters Score -67954.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -67973.468750 Penalty: 629.691223
	Iteration 11Q: 3 clusters Score -67973.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -67989.125000 Penalty: 629.691223
	Iteration 12Q: 3 clusters Score -67989.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -67993.968750 Penalty: 629.691223
	Iteration 13Q: 3 clusters Score -67993.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -67996.656250 Penalty: 629.691223
	Iteration 14Q: 3 clusters Score -67996.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68000.281250 Penalty: 629.691223
	Iteration 15Q: 3 clusters Score -68000.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -68005.351562 Penalty: 629.691223
	Iteration 16Q: 3 clusters Score -68005.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -68007.460938 Penalty: 629.691223
	Iteration 17Q: 3 clusters Score -68007.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68011.734375 Penalty: 629.691223
	Iteration 18Q: 3 clusters Score -68011.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68016.945312 Penalty: 629.691223
	Iteration 19Q: 3 clusters Score -68016.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -68020.765625 Penalty: 629.691223
	Iteration 20F: 3 clusters Score -68020.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68022.515625 Penalty: 629.691223
	Iteration 21Q: 3 clusters Score -68022.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -68024.851562 Penalty: 629.691223
	Iteration 22Q: 3 clusters Score -68024.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68027.039062 Penalty: 629.691223
	Iteration 23Q: 3 clusters Score -68027.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68028.242188 Penalty: 629.691223
	Iteration 24Q: 3 clusters Score -68028.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68029.351562 Penalty: 629.691223
	Iteration 25Q: 3 clusters Score -68029.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -68029.945312 Penalty: 629.691223
	Iteration 26Q: 3 clusters Score -68029.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -68030.820312 Penalty: 629.691223
	Iteration 27Q: 3 clusters Score -68030.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68031.242188 Penalty: 629.691223
	Iteration 28Q: 3 clusters Score -68031.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -68032.281250 Penalty: 629.691223
	Iteration 29Q: 3 clusters Score -68032.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68035.265625 Penalty: 629.691223
	Iteration 30Q: 3 clusters Score -68035.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68037.062500 Penalty: 629.691223
	Iteration 31Q: 3 clusters Score -68037.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68040.351562 Penalty: 629.691223
	Iteration 32Q: 3 clusters Score -68040.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68043.078125 Penalty: 629.691223
	Iteration 33Q: 3 clusters Score -68043.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -68045.710938 Penalty: 629.691223
	Iteration 34Q: 3 clusters Score -68045.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -68049.656250 Penalty: 629.691223
	Iteration 35Q: 3 clusters Score -68049.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68054.867188 Penalty: 629.691223
	Iteration 36Q: 3 clusters Score -68054.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68059.851562 Penalty: 629.691223
	Iteration 37Q: 3 clusters Score -68059.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68064.171875 Penalty: 629.691223
	Iteration 38Q: 3 clusters Score -68064.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -68072.773438 Penalty: 629.691223
	Iteration 39Q: 3 clusters Score -68072.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68075.429688 Penalty: 629.691223
	Iteration 40F: 3 clusters Score -68075.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68075.656250 Penalty: 629.691223
	Iteration 41Q: 3 clusters Score -68075.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68076.234375 Penalty: 629.691223
	Iteration 42Q: 3 clusters Score -68076.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -68076.851562 Penalty: 629.691223
	Iteration 43Q: 3 clusters Score -68076.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -68077.312500 Penalty: 629.691223
	Iteration 44Q: 3 clusters Score -68077.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -68077.312500 Penalty: 629.691223
	Iteration 45F: 3 clusters Score -68077.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (25354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Entering Unmasked Estep 
Score: -2060756.875000 Penalty: 461.401489
	Iteration 0F: 2 clusters Score -2060757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2044632.875000 Penalty: 922.802979
	Iteration 0F: 3 clusters Score -2044633 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2054905.500000 Penalty: 922.802979
	Iteration 1F: 3 clusters Score -2054906 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2058722.500000 Penalty: 922.802979
	Iteration 2F: 3 clusters Score -2058722 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2060180.125000 Penalty: 922.802979
	Iteration 3F: 3 clusters Score -2060180 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2060370.625000 Penalty: 922.802979
	Iteration 4Q: 3 clusters Score -2060371 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2060424.125000 Penalty: 922.802979
	Iteration 5Q: 3 clusters Score -2060424 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2060441.375000 Penalty: 922.802979
	Iteration 6Q: 3 clusters Score -2060441 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2060436.625000 Penalty: 922.802979
	Iteration 7Q: 3 clusters Score -2060437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2060420.625000 Penalty: 922.802979
	Iteration 8Q: 3 clusters Score -2060421 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2060406.875000 Penalty: 922.802979
	Iteration 9Q: 3 clusters Score -2060407 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2060389.625000 Penalty: 922.802979
	Iteration 10Q: 3 clusters Score -2060390 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2060369.250000 Penalty: 922.802979
	Iteration 11Q: 3 clusters Score -2060369 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2060362.375000 Penalty: 922.802979
	Iteration 12Q: 3 clusters Score -2060362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2060366.375000 Penalty: 922.802979
	Iteration 13Q: 3 clusters Score -2060366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2060348.875000 Penalty: 922.802979
	Iteration 14Q: 3 clusters Score -2060349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2060346.250000 Penalty: 922.802979
	Iteration 15Q: 3 clusters Score -2060346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2060343.750000 Penalty: 922.802979
	Iteration 16Q: 3 clusters Score -2060344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2060341.500000 Penalty: 922.802979
	Iteration 17Q: 3 clusters Score -2060342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2060347.875000 Penalty: 922.802979
	Iteration 18Q: 3 clusters Score -2060348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2060345.750000 Penalty: 922.802979
	Iteration 19Q: 3 clusters Score -2060346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2060345.250000 Penalty: 922.802979
	Iteration 20F: 3 clusters Score -2060345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2060341.375000 Penalty: 922.802979
	Iteration 21Q: 3 clusters Score -2060341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2060341.875000 Penalty: 922.802979
	Iteration 22Q: 3 clusters Score -2060342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2060346.875000 Penalty: 922.802979
	Iteration 23Q: 3 clusters Score -2060347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2060343.250000 Penalty: 922.802979
	Iteration 24Q: 3 clusters Score -2060343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2060343.250000 Penalty: 922.802979
	Iteration 25Q: 3 clusters Score -2060343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2060338.500000 Penalty: 922.802979
	Iteration 26Q: 3 clusters Score -2060338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2060338.875000 Penalty: 922.802979
	Iteration 27Q: 3 clusters Score -2060339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2060338.875000 Penalty: 922.802979
	Iteration 28F: 3 clusters Score -2060339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -162228.718750 Penalty: 351.341522
	Iteration 0F: 2 clusters Score -162228.7 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 1144 members 
Entering Unmasked Estep 
Score: -160614.109375 Penalty: 702.683044
	Iteration 0F: 3 clusters Score -160614.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -161280.828125 Penalty: 702.683044
	Iteration 1F: 3 clusters Score -161280.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -161419.578125 Penalty: 702.683044
	Iteration 2F: 3 clusters Score -161419.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -161539.968750 Penalty: 702.683044
	Iteration 3F: 3 clusters Score -161540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -161620.015625 Penalty: 702.683044
	Iteration 4F: 3 clusters Score -161620 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -161694.609375 Penalty: 702.683044
	Iteration 5Q: 3 clusters Score -161694.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -161753.359375 Penalty: 702.683044
	Iteration 6Q: 3 clusters Score -161753.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -161781.953125 Penalty: 702.683044
	Iteration 7Q: 3 clusters Score -161782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -161803.171875 Penalty: 702.683044
	Iteration 8Q: 3 clusters Score -161803.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -161824.156250 Penalty: 702.683044
	Iteration 9Q: 3 clusters Score -161824.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -161839.890625 Penalty: 702.683044
	Iteration 10Q: 3 clusters Score -161839.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -161868.609375 Penalty: 702.683044
	Iteration 11Q: 3 clusters Score -161868.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -161902.890625 Penalty: 702.683044
	Iteration 12Q: 3 clusters Score -161902.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -161932.343750 Penalty: 702.683044
	Iteration 13Q: 3 clusters Score -161932.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -161945.531250 Penalty: 702.683044
	Iteration 14Q: 3 clusters Score -161945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -161951.218750 Penalty: 702.683044
	Iteration 15Q: 3 clusters Score -161951.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -161954.453125 Penalty: 702.683044
	Iteration 16Q: 3 clusters Score -161954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -161955.906250 Penalty: 702.683044
	Iteration 17Q: 3 clusters Score -161955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -161959.671875 Penalty: 702.683044
	Iteration 18Q: 3 clusters Score -161959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -161961.234375 Penalty: 702.683044
	Iteration 19Q: 3 clusters Score -161961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -161961.171875 Penalty: 702.683044
	Iteration 20F: 3 clusters Score -161961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -161961.265625 Penalty: 702.683044
	Iteration 21Q: 3 clusters Score -161961.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -161961.859375 Penalty: 702.683044
	Iteration 22Q: 3 clusters Score -161961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -161963.453125 Penalty: 702.683044
	Iteration 23Q: 3 clusters Score -161963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -161963.640625 Penalty: 702.683044
	Iteration 24Q: 3 clusters Score -161963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -161963.593750 Penalty: 702.683044
	Iteration 25Q: 3 clusters Score -161963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -161963.812500 Penalty: 702.683044
	Iteration 26Q: 3 clusters Score -161963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -161964.500000 Penalty: 702.683044
	Iteration 27Q: 3 clusters Score -161964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -161965.796875 Penalty: 702.683044
	Iteration 28Q: 3 clusters Score -161965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -161967.750000 Penalty: 702.683044
	Iteration 29Q: 3 clusters Score -161967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -161968.375000 Penalty: 702.683044
	Iteration 30Q: 3 clusters Score -161968.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -161968.968750 Penalty: 702.683044
	Iteration 31Q: 3 clusters Score -161969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -161969.187500 Penalty: 702.683044
	Iteration 32Q: 3 clusters Score -161969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -161969.359375 Penalty: 702.683044
	Iteration 33Q: 3 clusters Score -161969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -161969.562500 Penalty: 702.683044
	Iteration 34Q: 3 clusters Score -161969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -161970.406250 Penalty: 702.683044
	Iteration 35Q: 3 clusters Score -161970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -161971.171875 Penalty: 702.683044
	Iteration 36Q: 3 clusters Score -161971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -161971.328125 Penalty: 702.683044
	Iteration 37Q: 3 clusters Score -161971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -161973.140625 Penalty: 702.683044
	Iteration 38Q: 3 clusters Score -161973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -161975.046875 Penalty: 702.683044
	Iteration 39Q: 3 clusters Score -161975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -161977.421875 Penalty: 702.683044
	Iteration 40F: 3 clusters Score -161977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -161978.671875 Penalty: 702.683044
	Iteration 41Q: 3 clusters Score -161978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -161978.625000 Penalty: 702.683044
	Iteration 42Q: 3 clusters Score -161978.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -161978.531250 Penalty: 702.683044
	Iteration 43Q: 3 clusters Score -161978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -161978.531250 Penalty: 702.683044
	Iteration 44F: 3 clusters Score -161978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -15315.917969 Penalty: 267.181366
	Iteration 0F: 2 clusters Score -15315.92 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 163 members 
Entering Unmasked Estep 
Score: -14963.582031 Penalty: 534.362732
	Iteration 0F: 3 clusters Score -14963.58 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15145.548828 Penalty: 534.362732
	Iteration 1F: 3 clusters Score -15145.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15203.629883 Penalty: 534.362732
	Iteration 2F: 3 clusters Score -15203.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15241.803711 Penalty: 534.362732
	Iteration 3F: 3 clusters Score -15241.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15267.962891 Penalty: 534.362732
	Iteration 4Q: 3 clusters Score -15267.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15277.326172 Penalty: 534.362732
	Iteration 5Q: 3 clusters Score -15277.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15284.232422 Penalty: 534.362732
	Iteration 6Q: 3 clusters Score -15284.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15284.490234 Penalty: 534.362732
	Iteration 7Q: 3 clusters Score -15284.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15284.929688 Penalty: 534.362732
	Iteration 8Q: 3 clusters Score -15284.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15284.929688 Penalty: 534.362732
	Iteration 9F: 3 clusters Score -15284.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -24568.609375 Penalty: 273.064362
	Iteration 0F: 2 clusters Score -24568.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24166.804688 Penalty: 546.128723
	Iteration 0F: 3 clusters Score -24166.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24349.460938 Penalty: 546.128723
	Iteration 1F: 3 clusters Score -24349.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24392.859375 Penalty: 546.128723
	Iteration 2F: 3 clusters Score -24392.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24433.388672 Penalty: 546.128723
	Iteration 3F: 3 clusters Score -24433.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -24455.523438 Penalty: 546.128723
	Iteration 4Q: 3 clusters Score -24455.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24469.416016 Penalty: 546.128723
	Iteration 5Q: 3 clusters Score -24469.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24476.164062 Penalty: 546.128723
	Iteration 6Q: 3 clusters Score -24476.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24478.492188 Penalty: 546.128723
	Iteration 7Q: 3 clusters Score -24478.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24485.423828 Penalty: 546.128723
	Iteration 8Q: 3 clusters Score -24485.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24492.074219 Penalty: 546.128723
	Iteration 9Q: 3 clusters Score -24492.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24493.679688 Penalty: 546.128723
	Iteration 10Q: 3 clusters Score -24493.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24493.679688 Penalty: 546.128723
	Iteration 11F: 3 clusters Score -24493.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -111461.210938 Penalty: 334.096466
	Iteration 0F: 2 clusters Score -111461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -110353.609375 Penalty: 668.192932
	Iteration 0F: 3 clusters Score -110353.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110791.320312 Penalty: 668.192932
	Iteration 1F: 3 clusters Score -110791.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110919.226562 Penalty: 668.192932
	Iteration 2F: 3 clusters Score -110919.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111026.429688 Penalty: 668.192932
	Iteration 3F: 3 clusters Score -111026.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111101.351562 Penalty: 668.192932
	Iteration 4F: 3 clusters Score -111101.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111144.687500 Penalty: 668.192932
	Iteration 5Q: 3 clusters Score -111144.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111185.421875 Penalty: 668.192932
	Iteration 6Q: 3 clusters Score -111185.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111211.398438 Penalty: 668.192932
	Iteration 7Q: 3 clusters Score -111211.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111240.343750 Penalty: 668.192932
	Iteration 8Q: 3 clusters Score -111240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111267.578125 Penalty: 668.192932
	Iteration 9Q: 3 clusters Score -111267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111279.851562 Penalty: 668.192932
	Iteration 10Q: 3 clusters Score -111279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -111287.171875 Penalty: 668.192932
	Iteration 11Q: 3 clusters Score -111287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -111292.109375 Penalty: 668.192932
	Iteration 12Q: 3 clusters Score -111292.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -111298.070312 Penalty: 668.192932
	Iteration 13Q: 3 clusters Score -111298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -111305.796875 Penalty: 668.192932
	Iteration 14Q: 3 clusters Score -111305.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -111309.500000 Penalty: 668.192932
	Iteration 15Q: 3 clusters Score -111309.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -111310.609375 Penalty: 668.192932
	Iteration 16Q: 3 clusters Score -111310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -111313.156250 Penalty: 668.192932
	Iteration 17Q: 3 clusters Score -111313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111315.710938 Penalty: 668.192932
	Iteration 18Q: 3 clusters Score -111315.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111317.242188 Penalty: 668.192932
	Iteration 19Q: 3 clusters Score -111317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111318.140625 Penalty: 668.192932
	Iteration 20F: 3 clusters Score -111318.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -111318.539062 Penalty: 668.192932
	Iteration 21Q: 3 clusters Score -111318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111318.554688 Penalty: 668.192932
	Iteration 22Q: 3 clusters Score -111318.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111318.554688 Penalty: 668.192932
	Iteration 23F: 3 clusters Score -111318.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -10346.634766 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -10346.63 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 86 members 
Entering Unmasked Estep 
Score: -10064.220703 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -10064.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10130.000977 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -10130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10157.575195 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -10157.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10173.626953 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -10173.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10175.891602 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -10175.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10182.627930 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -10182.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10188.835938 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -10188.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10191.710938 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -10191.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10193.294922 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -10193.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10193.957031 Penalty: 489.150330
	Iteration 9F: 3 clusters Score -10193.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10199.286133 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -10199.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10205.194336 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -10205.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10206.762695 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -10206.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10207.969727 Penalty: 489.150330
	Iteration 13Q: 3 clusters Score -10207.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10207.969727 Penalty: 489.150330
	Iteration 14F: 3 clusters Score -10207.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -14598.497070 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -14598.5 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 125 members 
Entering Unmasked Estep 
Score: -14312.120117 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -14312.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14369.929688 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -14369.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14389.497070 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -14389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14394.055664 Penalty: 495.653107
	Iteration 3Q: 3 clusters Score -14394.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14395.333008 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -14395.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14403.426758 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -14403.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -14405.400391 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -14405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14406.217773 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -14406.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14406.518555 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -14406.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -14406.518555 Penalty: 495.653107
	Iteration 9F: 3 clusters Score -14406.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -42249.636719 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -42249.64 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 289 members 
Entering Unmasked Estep 
Score: -41748.730469 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -41748.73 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -41887.023438 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -41887.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -41918.546875 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -41918.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -41939.191406 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -41939.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -41949.453125 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -41949.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -41954.945312 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -41954.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -41959.234375 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -41959.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -41963.117188 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -41963.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -41964.109375 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -41964.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41964.359375 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -41964.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -41964.359375 Penalty: 566.973816
	Iteration 10F: 3 clusters Score -41964.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -13823.350586 Penalty: 244.151901
	Iteration 0F: 2 clusters Score -13823.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13542.607422 Penalty: 488.303802
	Iteration 0F: 3 clusters Score -13542.61 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13624.219727 Penalty: 488.303802
	Iteration 1F: 3 clusters Score -13624.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13637.935547 Penalty: 488.303802
	Iteration 2F: 3 clusters Score -13637.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13654.134766 Penalty: 488.303802
	Iteration 3Q: 3 clusters Score -13654.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13669.187500 Penalty: 488.303802
	Iteration 4Q: 3 clusters Score -13669.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13684.358398 Penalty: 488.303802
	Iteration 5Q: 3 clusters Score -13684.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13693.339844 Penalty: 488.303802
	Iteration 6Q: 3 clusters Score -13693.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13696.256836 Penalty: 488.303802
	Iteration 7Q: 3 clusters Score -13696.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13696.256836 Penalty: 488.303802
	Iteration 8F: 3 clusters Score -13696.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (12274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Entering Unmasked Estep 
Score: -991465.312500 Penalty: 428.393341
	Iteration 0F: 2 clusters Score -991465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -983270.812500 Penalty: 856.786682
	Iteration 0F: 3 clusters Score -983270.8 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -986569.937500 Penalty: 856.786682
	Iteration 1F: 3 clusters Score -986569.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -986790.562500 Penalty: 856.786682
	Iteration 2Q: 3 clusters Score -986790.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -987152.562500 Penalty: 856.786682
	Iteration 3F: 3 clusters Score -987152.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -987806.687500 Penalty: 856.786682
	Iteration 4F: 3 clusters Score -987806.7 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -988913.000000 Penalty: 856.786682
	Iteration 5F: 3 clusters Score -988913 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -989948.062500 Penalty: 856.786682
	Iteration 6F: 3 clusters Score -989948.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -990465.062500 Penalty: 856.786682
	Iteration 7F: 3 clusters Score -990465.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -990724.687500 Penalty: 856.786682
	Iteration 8Q: 3 clusters Score -990724.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -990890.875000 Penalty: 856.786682
	Iteration 9Q: 3 clusters Score -990890.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -990989.312500 Penalty: 856.786682
	Iteration 10Q: 3 clusters Score -990989.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -991055.312500 Penalty: 856.786682
	Iteration 11Q: 3 clusters Score -991055.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -991097.312500 Penalty: 856.786682
	Iteration 12Q: 3 clusters Score -991097.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -991113.437500 Penalty: 856.786682
	Iteration 13Q: 3 clusters Score -991113.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -991126.687500 Penalty: 856.786682
	Iteration 14Q: 3 clusters Score -991126.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -991136.875000 Penalty: 856.786682
	Iteration 15Q: 3 clusters Score -991136.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -991137.875000 Penalty: 856.786682
	Iteration 16Q: 3 clusters Score -991137.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -991142.250000 Penalty: 856.786682
	Iteration 17Q: 3 clusters Score -991142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -991145.875000 Penalty: 856.786682
	Iteration 18Q: 3 clusters Score -991145.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -991145.750000 Penalty: 856.786682
	Iteration 19Q: 3 clusters Score -991145.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -991148.000000 Penalty: 856.786682
	Iteration 20F: 3 clusters Score -991148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -991147.062500 Penalty: 856.786682
	Iteration 21Q: 3 clusters Score -991147.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -991148.312500 Penalty: 856.786682
	Iteration 22Q: 3 clusters Score -991148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -991144.875000 Penalty: 856.786682
	Iteration 23Q: 3 clusters Score -991144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -991142.375000 Penalty: 856.786682
	Iteration 24Q: 3 clusters Score -991142.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -991144.875000 Penalty: 856.786682
	Iteration 25Q: 3 clusters Score -991144.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -991148.375000 Penalty: 856.786682
	Iteration 26Q: 3 clusters Score -991148.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -991144.937500 Penalty: 856.786682
	Iteration 27Q: 3 clusters Score -991144.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -991145.375000 Penalty: 856.786682
	Iteration 28Q: 3 clusters Score -991145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -991142.875000 Penalty: 856.786682
	Iteration 29Q: 3 clusters Score -991142.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -991143.187500 Penalty: 856.786682
	Iteration 30Q: 3 clusters Score -991143.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -991141.437500 Penalty: 856.786682
	Iteration 31Q: 3 clusters Score -991141.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -991141.625000 Penalty: 856.786682
	Iteration 32Q: 3 clusters Score -991141.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -991142.250000 Penalty: 856.786682
	Iteration 33Q: 3 clusters Score -991142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -991145.250000 Penalty: 856.786682
	Iteration 34Q: 3 clusters Score -991145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -991140.687500 Penalty: 856.786682
	Iteration 35Q: 3 clusters Score -991140.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -991141.000000 Penalty: 856.786682
	Iteration 36Q: 3 clusters Score -991141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -991138.625000 Penalty: 856.786682
	Iteration 37Q: 3 clusters Score -991138.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -991140.000000 Penalty: 856.786682
	Iteration 38Q: 3 clusters Score -991140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -991141.250000 Penalty: 856.786682
	Iteration 39Q: 3 clusters Score -991141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -991138.687500 Penalty: 856.786682
	Iteration 40F: 3 clusters Score -991138.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -991137.125000 Penalty: 856.786682
	Iteration 41Q: 3 clusters Score -991137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -991137.062500 Penalty: 856.786682
	Iteration 42Q: 3 clusters Score -991137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -991134.562500 Penalty: 856.786682
	Iteration 43Q: 3 clusters Score -991134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -991134.687500 Penalty: 856.786682
	Iteration 44Q: 3 clusters Score -991134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -991134.625000 Penalty: 856.786682
	Iteration 45Q: 3 clusters Score -991134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -991138.875000 Penalty: 856.786682
	Iteration 46Q: 3 clusters Score -991138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -991137.187500 Penalty: 856.786682
	Iteration 47Q: 3 clusters Score -991137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -991136.687500 Penalty: 856.786682
	Iteration 48Q: 3 clusters Score -991136.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -991135.500000 Penalty: 856.786682
	Iteration 49Q: 3 clusters Score -991135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -991135.187500 Penalty: 856.786682
	Iteration 50Q: 3 clusters Score -991135.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -991135.187500 Penalty: 856.786682
	Iteration 51F: 3 clusters Score -991135.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (25915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Entering Unmasked Estep 
Score: -2087501.875000 Penalty: 462.397278
	Iteration 0F: 2 clusters Score -2087502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2072236.625000 Penalty: 924.794556
	Iteration 0F: 3 clusters Score -2072237 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2079930.125000 Penalty: 924.794556
	Iteration 1F: 3 clusters Score -2079930 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2080834.125000 Penalty: 924.794556
	Iteration 2F: 3 clusters Score -2080834 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2082060.375000 Penalty: 924.794556
	Iteration 3F: 3 clusters Score -2082060 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2083628.000000 Penalty: 924.794556
	Iteration 4F: 3 clusters Score -2083628 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2085114.875000 Penalty: 924.794556
	Iteration 5F: 3 clusters Score -2085115 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2086011.125000 Penalty: 924.794556
	Iteration 6F: 3 clusters Score -2086011 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2086533.375000 Penalty: 924.794556
	Iteration 7Q: 3 clusters Score -2086533 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2086965.250000 Penalty: 924.794556
	Iteration 8Q: 3 clusters Score -2086965 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2087307.000000 Penalty: 924.794556
	Iteration 9Q: 3 clusters Score -2087307 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2087587.375000 Penalty: 924.794556
	Iteration 10Q: 3 clusters Score -2087587 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2087805.750000 Penalty: 924.794556
	Iteration 11Q: 3 clusters Score -2087806 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2087945.500000 Penalty: 924.794556
	Iteration 12Q: 3 clusters Score -2087946 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2088048.500000 Penalty: 924.794556
	Iteration 13Q: 3 clusters Score -2088048 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2088110.250000 Penalty: 924.794556
	Iteration 14Q: 3 clusters Score -2088110 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2088165.375000 Penalty: 924.794556
	Iteration 15Q: 3 clusters Score -2088165 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2088194.250000 Penalty: 924.794556
	Iteration 16Q: 3 clusters Score -2088194 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2088230.375000 Penalty: 924.794556
	Iteration 17Q: 3 clusters Score -2088230 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2088255.375000 Penalty: 924.794556
	Iteration 18Q: 3 clusters Score -2088255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2088263.875000 Penalty: 924.794556
	Iteration 19Q: 3 clusters Score -2088264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2088267.625000 Penalty: 924.794556
	Iteration 20F: 3 clusters Score -2088268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2088284.625000 Penalty: 924.794556
	Iteration 21Q: 3 clusters Score -2088285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2088290.000000 Penalty: 924.794556
	Iteration 22Q: 3 clusters Score -2088290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2088306.000000 Penalty: 924.794556
	Iteration 23Q: 3 clusters Score -2088306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2088313.750000 Penalty: 924.794556
	Iteration 24Q: 3 clusters Score -2088314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2088315.500000 Penalty: 924.794556
	Iteration 25Q: 3 clusters Score -2088316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2088316.500000 Penalty: 924.794556
	Iteration 26Q: 3 clusters Score -2088316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2088317.375000 Penalty: 924.794556
	Iteration 27Q: 3 clusters Score -2088317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2088314.875000 Penalty: 924.794556
	Iteration 28Q: 3 clusters Score -2088315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2088313.750000 Penalty: 924.794556
	Iteration 29Q: 3 clusters Score -2088314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2088318.875000 Penalty: 924.794556
	Iteration 30Q: 3 clusters Score -2088319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2088314.500000 Penalty: 924.794556
	Iteration 31Q: 3 clusters Score -2088314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2088317.750000 Penalty: 924.794556
	Iteration 32Q: 3 clusters Score -2088318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2088315.625000 Penalty: 924.794556
	Iteration 33Q: 3 clusters Score -2088316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2088317.375000 Penalty: 924.794556
	Iteration 34Q: 3 clusters Score -2088317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2088317.375000 Penalty: 924.794556
	Iteration 35Q: 3 clusters Score -2088317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2088317.125000 Penalty: 924.794556
	Iteration 36Q: 3 clusters Score -2088317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2088316.000000 Penalty: 924.794556
	Iteration 37Q: 3 clusters Score -2088316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2088314.625000 Penalty: 924.794556
	Iteration 38Q: 3 clusters Score -2088315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2088313.750000 Penalty: 924.794556
	Iteration 39Q: 3 clusters Score -2088314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2088315.250000 Penalty: 924.794556
	Iteration 40F: 3 clusters Score -2088315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2088315.375000 Penalty: 924.794556
	Iteration 41Q: 3 clusters Score -2088315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2088312.250000 Penalty: 924.794556
	Iteration 42Q: 3 clusters Score -2088312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2088312.250000 Penalty: 924.794556
	Iteration 43F: 3 clusters Score -2088312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11354 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 8224 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 33168 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Mstep: Class 70 contains 267 members 
Mstep: Class 71 contains 33268 members 
Mstep: Class 72 contains 17691 members 
Entering Unmasked Estep 
Score: -42166932.000000 Penalty: 43339.421875
Splitting cluster 57 changes total score from -42160452.000000 to -42166932.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 58 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -39945.996094 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -39946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39431.460938 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -39431.46 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39543.988281 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -39543.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39577.277344 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -39577.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39613.875000 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -39613.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39646.843750 Penalty: 571.516052
	Iteration 4F: 3 clusters Score -39646.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39671.539062 Penalty: 571.516052
	Iteration 5F: 3 clusters Score -39671.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39689.515625 Penalty: 571.516052
	Iteration 6F: 3 clusters Score -39689.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39701.148438 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -39701.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -39713.558594 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -39713.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -39720.351562 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -39720.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -39724.839844 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -39724.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -39728.066406 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -39728.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -39729.527344 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -39729.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39730.175781 Penalty: 571.516052
	Iteration 13Q: 3 clusters Score -39730.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39730.175781 Penalty: 571.516052
	Iteration 14F: 3 clusters Score -39730.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -10580.250977 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -10580.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10337.080078 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -10337.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10444.844727 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -10444.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10478.831055 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -10478.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10509.613281 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -10509.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10534.802734 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -10534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10540.143555 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -10540.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10541.104492 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -10541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -10541.104492 Penalty: 484.393921
	Iteration 7F: 3 clusters Score -10541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (19854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Entering Unmasked Estep 
Score: -1600073.250000 Penalty: 450.275330
	Iteration 0F: 2 clusters Score -1600073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1586816.625000 Penalty: 900.550659
	Iteration 0F: 3 clusters Score -1586817 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1592235.125000 Penalty: 900.550659
	Iteration 1F: 3 clusters Score -1592235 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1592470.375000 Penalty: 900.550659
	Iteration 2Q: 3 clusters Score -1592470 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1592741.375000 Penalty: 900.550659
	Iteration 3Q: 3 clusters Score -1592741 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1593098.125000 Penalty: 900.550659
	Iteration 4Q: 3 clusters Score -1593098 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1593681.875000 Penalty: 900.550659
	Iteration 5Q: 3 clusters Score -1593682 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1594506.500000 Penalty: 900.550659
	Iteration 6F: 3 clusters Score -1594506 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1595375.750000 Penalty: 900.550659
	Iteration 7F: 3 clusters Score -1595376 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1595955.250000 Penalty: 900.550659
	Iteration 8F: 3 clusters Score -1595955 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1596171.625000 Penalty: 900.550659
	Iteration 9Q: 3 clusters Score -1596172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1596272.625000 Penalty: 900.550659
	Iteration 10Q: 3 clusters Score -1596273 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1596361.500000 Penalty: 900.550659
	Iteration 11Q: 3 clusters Score -1596362 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1596462.750000 Penalty: 900.550659
	Iteration 12Q: 3 clusters Score -1596463 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1596561.125000 Penalty: 900.550659
	Iteration 13Q: 3 clusters Score -1596561 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1596684.125000 Penalty: 900.550659
	Iteration 14Q: 3 clusters Score -1596684 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1596825.875000 Penalty: 900.550659
	Iteration 15Q: 3 clusters Score -1596826 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1596987.625000 Penalty: 900.550659
	Iteration 16Q: 3 clusters Score -1596988 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1597174.375000 Penalty: 900.550659
	Iteration 17Q: 3 clusters Score -1597174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1597401.625000 Penalty: 900.550659
	Iteration 18Q: 3 clusters Score -1597402 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1597607.250000 Penalty: 900.550659
	Iteration 19Q: 3 clusters Score -1597607 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1597801.125000 Penalty: 900.550659
	Iteration 20F: 3 clusters Score -1597801 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1597982.750000 Penalty: 900.550659
	Iteration 21Q: 3 clusters Score -1597983 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1598165.125000 Penalty: 900.550659
	Iteration 22Q: 3 clusters Score -1598165 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1598348.875000 Penalty: 900.550659
	Iteration 23Q: 3 clusters Score -1598349 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1598500.750000 Penalty: 900.550659
	Iteration 24Q: 3 clusters Score -1598501 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1598642.375000 Penalty: 900.550659
	Iteration 25Q: 3 clusters Score -1598642 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1598792.000000 Penalty: 900.550659
	Iteration 26Q: 3 clusters Score -1598792 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1598942.250000 Penalty: 900.550659
	Iteration 27Q: 3 clusters Score -1598942 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1599110.500000 Penalty: 900.550659
	Iteration 28Q: 3 clusters Score -1599110 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1599298.625000 Penalty: 900.550659
	Iteration 29Q: 3 clusters Score -1599299 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1599442.375000 Penalty: 900.550659
	Iteration 30Q: 3 clusters Score -1599442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1599529.250000 Penalty: 900.550659
	Iteration 31Q: 3 clusters Score -1599529 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1599578.375000 Penalty: 900.550659
	Iteration 32Q: 3 clusters Score -1599578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1599599.500000 Penalty: 900.550659
	Iteration 33Q: 3 clusters Score -1599600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1599612.500000 Penalty: 900.550659
	Iteration 34Q: 3 clusters Score -1599612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1599614.125000 Penalty: 900.550659
	Iteration 35Q: 3 clusters Score -1599614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1599623.875000 Penalty: 900.550659
	Iteration 36Q: 3 clusters Score -1599624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1599626.875000 Penalty: 900.550659
	Iteration 37Q: 3 clusters Score -1599627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1599632.125000 Penalty: 900.550659
	Iteration 38Q: 3 clusters Score -1599632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1599630.000000 Penalty: 900.550659
	Iteration 39Q: 3 clusters Score -1599630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1599695.500000 Penalty: 900.550659
	Iteration 40F: 3 clusters Score -1599696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1599714.000000 Penalty: 900.550659
	Iteration 41Q: 3 clusters Score -1599714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1599724.625000 Penalty: 900.550659
	Iteration 42Q: 3 clusters Score -1599725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1599725.750000 Penalty: 900.550659
	Iteration 43Q: 3 clusters Score -1599726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1599728.625000 Penalty: 900.550659
	Iteration 44Q: 3 clusters Score -1599729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1599729.500000 Penalty: 900.550659
	Iteration 45Q: 3 clusters Score -1599730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1599731.750000 Penalty: 900.550659
	Iteration 46Q: 3 clusters Score -1599732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1599725.500000 Penalty: 900.550659
	Iteration 47Q: 3 clusters Score -1599726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1599729.625000 Penalty: 900.550659
	Iteration 48Q: 3 clusters Score -1599730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1599729.125000 Penalty: 900.550659
	Iteration 49Q: 3 clusters Score -1599729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1599733.000000 Penalty: 900.550659
	Iteration 50Q: 3 clusters Score -1599733 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1599726.375000 Penalty: 900.550659
	Iteration 51Q: 3 clusters Score -1599726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1599727.375000 Penalty: 900.550659
	Iteration 52Q: 3 clusters Score -1599727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1599724.375000 Penalty: 900.550659
	Iteration 53Q: 3 clusters Score -1599724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1599721.250000 Penalty: 900.550659
	Iteration 54Q: 3 clusters Score -1599721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1599719.750000 Penalty: 900.550659
	Iteration 55Q: 3 clusters Score -1599720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1599721.000000 Penalty: 900.550659
	Iteration 56Q: 3 clusters Score -1599721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1599728.000000 Penalty: 900.550659
	Iteration 57Q: 3 clusters Score -1599728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1599733.500000 Penalty: 900.550659
	Iteration 58Q: 3 clusters Score -1599734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1599733.875000 Penalty: 900.550659
	Iteration 59Q: 3 clusters Score -1599734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1599729.500000 Penalty: 900.550659
	Iteration 60F: 3 clusters Score -1599730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1599730.125000 Penalty: 900.550659
	Iteration 61Q: 3 clusters Score -1599730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1599729.375000 Penalty: 900.550659
	Iteration 62Q: 3 clusters Score -1599729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1599726.875000 Penalty: 900.550659
	Iteration 63Q: 3 clusters Score -1599727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1599727.875000 Penalty: 900.550659
	Iteration 64Q: 3 clusters Score -1599728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1599728.250000 Penalty: 900.550659
	Iteration 65Q: 3 clusters Score -1599728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1599727.750000 Penalty: 900.550659
	Iteration 66Q: 3 clusters Score -1599728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1599726.500000 Penalty: 900.550659
	Iteration 67Q: 3 clusters Score -1599726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1599727.375000 Penalty: 900.550659
	Iteration 68Q: 3 clusters Score -1599727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1599725.625000 Penalty: 900.550659
	Iteration 69Q: 3 clusters Score -1599726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1599723.375000 Penalty: 900.550659
	Iteration 70Q: 3 clusters Score -1599723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1599726.500000 Penalty: 900.550659
	Iteration 71Q: 3 clusters Score -1599726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1599724.125000 Penalty: 900.550659
	Iteration 72Q: 3 clusters Score -1599724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1599727.125000 Penalty: 900.550659
	Iteration 73Q: 3 clusters Score -1599727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1599727.625000 Penalty: 900.550659
	Iteration 74Q: 3 clusters Score -1599728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1599727.375000 Penalty: 900.550659
	Iteration 75Q: 3 clusters Score -1599727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1599728.625000 Penalty: 900.550659
	Iteration 76Q: 3 clusters Score -1599729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1599726.375000 Penalty: 900.550659
	Iteration 77Q: 3 clusters Score -1599726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1599726.625000 Penalty: 900.550659
	Iteration 78Q: 3 clusters Score -1599727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1599726.625000 Penalty: 900.550659
	Iteration 79F: 3 clusters Score -1599727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (23852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Entering Unmasked Estep 
Score: -1937560.250000 Penalty: 458.622864
	Iteration 0F: 2 clusters Score -1937560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1921901.250000 Penalty: 917.245728
	Iteration 0F: 3 clusters Score -1921901 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1928597.250000 Penalty: 917.245728
	Iteration 1F: 3 clusters Score -1928597 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1929071.125000 Penalty: 917.245728
	Iteration 2Q: 3 clusters Score -1929071 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1929790.125000 Penalty: 917.245728
	Iteration 3F: 3 clusters Score -1929790 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1930857.875000 Penalty: 917.245728
	Iteration 4F: 3 clusters Score -1930858 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1932273.125000 Penalty: 917.245728
	Iteration 5F: 3 clusters Score -1932273 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1933785.500000 Penalty: 917.245728
	Iteration 6F: 3 clusters Score -1933786 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1934884.625000 Penalty: 917.245728
	Iteration 7F: 3 clusters Score -1934885 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1935791.500000 Penalty: 917.245728
	Iteration 8Q: 3 clusters Score -1935792 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1936305.375000 Penalty: 917.245728
	Iteration 9Q: 3 clusters Score -1936305 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1936606.375000 Penalty: 917.245728
	Iteration 10Q: 3 clusters Score -1936606 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1936821.250000 Penalty: 917.245728
	Iteration 11Q: 3 clusters Score -1936821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1936934.250000 Penalty: 917.245728
	Iteration 12Q: 3 clusters Score -1936934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1937012.625000 Penalty: 917.245728
	Iteration 13Q: 3 clusters Score -1937013 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1937055.875000 Penalty: 917.245728
	Iteration 14Q: 3 clusters Score -1937056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1937087.750000 Penalty: 917.245728
	Iteration 15Q: 3 clusters Score -1937088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1937100.000000 Penalty: 917.245728
	Iteration 16Q: 3 clusters Score -1937100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1937115.250000 Penalty: 917.245728
	Iteration 17Q: 3 clusters Score -1937115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1937122.625000 Penalty: 917.245728
	Iteration 18Q: 3 clusters Score -1937123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1937128.625000 Penalty: 917.245728
	Iteration 19Q: 3 clusters Score -1937129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1937136.000000 Penalty: 917.245728
	Iteration 20F: 3 clusters Score -1937136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1937140.375000 Penalty: 917.245728
	Iteration 21Q: 3 clusters Score -1937140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1937141.000000 Penalty: 917.245728
	Iteration 22Q: 3 clusters Score -1937141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1937144.125000 Penalty: 917.245728
	Iteration 23Q: 3 clusters Score -1937144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1937149.500000 Penalty: 917.245728
	Iteration 24Q: 3 clusters Score -1937150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1937147.625000 Penalty: 917.245728
	Iteration 25Q: 3 clusters Score -1937148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1937154.000000 Penalty: 917.245728
	Iteration 26Q: 3 clusters Score -1937154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1937154.000000 Penalty: 917.245728
	Iteration 27F: 3 clusters Score -1937154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (26099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Entering Unmasked Estep 
Score: -2120735.500000 Penalty: 462.719177
	Iteration 0F: 2 clusters Score -2120736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2104202.750000 Penalty: 925.438354
	Iteration 0F: 3 clusters Score -2104203 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2111511.000000 Penalty: 925.438354
	Iteration 1F: 3 clusters Score -2111511 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2111950.250000 Penalty: 925.438354
	Iteration 2Q: 3 clusters Score -2111950 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2112750.000000 Penalty: 925.438354
	Iteration 3F: 3 clusters Score -2112750 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2114080.750000 Penalty: 925.438354
	Iteration 4F: 3 clusters Score -2114081 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2116064.250000 Penalty: 925.438354
	Iteration 5F: 3 clusters Score -2116064 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2118059.000000 Penalty: 925.438354
	Iteration 6F: 3 clusters Score -2118059 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2119307.250000 Penalty: 925.438354
	Iteration 7F: 3 clusters Score -2119307 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2119873.500000 Penalty: 925.438354
	Iteration 8Q: 3 clusters Score -2119874 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2120108.250000 Penalty: 925.438354
	Iteration 9Q: 3 clusters Score -2120108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2120205.500000 Penalty: 925.438354
	Iteration 10Q: 3 clusters Score -2120206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2120248.250000 Penalty: 925.438354
	Iteration 11Q: 3 clusters Score -2120248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2120269.500000 Penalty: 925.438354
	Iteration 12Q: 3 clusters Score -2120270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2120284.750000 Penalty: 925.438354
	Iteration 13Q: 3 clusters Score -2120285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2120293.000000 Penalty: 925.438354
	Iteration 14Q: 3 clusters Score -2120293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2120292.000000 Penalty: 925.438354
	Iteration 15Q: 3 clusters Score -2120292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2120292.750000 Penalty: 925.438354
	Iteration 16Q: 3 clusters Score -2120293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2120298.750000 Penalty: 925.438354
	Iteration 17Q: 3 clusters Score -2120299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2120297.750000 Penalty: 925.438354
	Iteration 18Q: 3 clusters Score -2120298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2120298.250000 Penalty: 925.438354
	Iteration 19Q: 3 clusters Score -2120298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2120298.250000 Penalty: 925.438354
	Iteration 20F: 3 clusters Score -2120298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (13305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Entering Unmasked Estep 
Score: -1080196.375000 Penalty: 432.063232
	Iteration 0F: 2 clusters Score -1080196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1071489.375000 Penalty: 864.126465
	Iteration 0F: 3 clusters Score -1071489 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1075784.375000 Penalty: 864.126465
	Iteration 1F: 3 clusters Score -1075784 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1076301.000000 Penalty: 864.126465
	Iteration 2F: 3 clusters Score -1076301 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1076695.500000 Penalty: 864.126465
	Iteration 3F: 3 clusters Score -1076696 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1077043.250000 Penalty: 864.126465
	Iteration 4F: 3 clusters Score -1077043 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1077354.375000 Penalty: 864.126465
	Iteration 5Q: 3 clusters Score -1077354 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1077649.375000 Penalty: 864.126465
	Iteration 6Q: 3 clusters Score -1077649 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1077957.625000 Penalty: 864.126465
	Iteration 7Q: 3 clusters Score -1077958 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1078296.750000 Penalty: 864.126465
	Iteration 8Q: 3 clusters Score -1078297 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1078660.750000 Penalty: 864.126465
	Iteration 9Q: 3 clusters Score -1078661 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1078944.875000 Penalty: 864.126465
	Iteration 10Q: 3 clusters Score -1078945 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1079155.625000 Penalty: 864.126465
	Iteration 11Q: 3 clusters Score -1079156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1079307.750000 Penalty: 864.126465
	Iteration 12Q: 3 clusters Score -1079308 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1079418.250000 Penalty: 864.126465
	Iteration 13Q: 3 clusters Score -1079418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1079508.500000 Penalty: 864.126465
	Iteration 14Q: 3 clusters Score -1079508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1079577.125000 Penalty: 864.126465
	Iteration 15Q: 3 clusters Score -1079577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1079640.875000 Penalty: 864.126465
	Iteration 16Q: 3 clusters Score -1079641 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1079699.000000 Penalty: 864.126465
	Iteration 17Q: 3 clusters Score -1079699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1079742.875000 Penalty: 864.126465
	Iteration 18Q: 3 clusters Score -1079743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1079784.375000 Penalty: 864.126465
	Iteration 19Q: 3 clusters Score -1079784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1079820.500000 Penalty: 864.126465
	Iteration 20F: 3 clusters Score -1079820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1079845.875000 Penalty: 864.126465
	Iteration 21Q: 3 clusters Score -1079846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1079866.125000 Penalty: 864.126465
	Iteration 22Q: 3 clusters Score -1079866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1079878.625000 Penalty: 864.126465
	Iteration 23Q: 3 clusters Score -1079879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1079884.000000 Penalty: 864.126465
	Iteration 24Q: 3 clusters Score -1079884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1079887.750000 Penalty: 864.126465
	Iteration 25Q: 3 clusters Score -1079888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1079888.000000 Penalty: 864.126465
	Iteration 26Q: 3 clusters Score -1079888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1079889.250000 Penalty: 864.126465
	Iteration 27Q: 3 clusters Score -1079889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1079891.125000 Penalty: 864.126465
	Iteration 28Q: 3 clusters Score -1079891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1079895.625000 Penalty: 864.126465
	Iteration 29Q: 3 clusters Score -1079896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1079893.750000 Penalty: 864.126465
	Iteration 30Q: 3 clusters Score -1079894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1079893.875000 Penalty: 864.126465
	Iteration 31Q: 3 clusters Score -1079894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1079901.375000 Penalty: 864.126465
	Iteration 32Q: 3 clusters Score -1079901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1079904.125000 Penalty: 864.126465
	Iteration 33Q: 3 clusters Score -1079904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1079902.625000 Penalty: 864.126465
	Iteration 34Q: 3 clusters Score -1079903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1079904.125000 Penalty: 864.126465
	Iteration 35Q: 3 clusters Score -1079904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1079907.375000 Penalty: 864.126465
	Iteration 36Q: 3 clusters Score -1079907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1079905.375000 Penalty: 864.126465
	Iteration 37Q: 3 clusters Score -1079905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1079908.000000 Penalty: 864.126465
	Iteration 38Q: 3 clusters Score -1079908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1079911.375000 Penalty: 864.126465
	Iteration 39Q: 3 clusters Score -1079911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1079913.375000 Penalty: 864.126465
	Iteration 40F: 3 clusters Score -1079913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1079911.625000 Penalty: 864.126465
	Iteration 41Q: 3 clusters Score -1079912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1079911.625000 Penalty: 864.126465
	Iteration 42Q: 3 clusters Score -1079912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1079910.625000 Penalty: 864.126465
	Iteration 43Q: 3 clusters Score -1079911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1079913.000000 Penalty: 864.126465
	Iteration 44Q: 3 clusters Score -1079913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1079912.500000 Penalty: 864.126465
	Iteration 45Q: 3 clusters Score -1079912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1079917.000000 Penalty: 864.126465
	Iteration 46Q: 3 clusters Score -1079917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1079917.125000 Penalty: 864.126465
	Iteration 47Q: 3 clusters Score -1079917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1079918.125000 Penalty: 864.126465
	Iteration 48Q: 3 clusters Score -1079918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1079920.375000 Penalty: 864.126465
	Iteration 49Q: 3 clusters Score -1079920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1079922.750000 Penalty: 864.126465
	Iteration 50Q: 3 clusters Score -1079923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1079922.500000 Penalty: 864.126465
	Iteration 51Q: 3 clusters Score -1079922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1079924.750000 Penalty: 864.126465
	Iteration 52Q: 3 clusters Score -1079925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1079923.750000 Penalty: 864.126465
	Iteration 53Q: 3 clusters Score -1079924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1079925.500000 Penalty: 864.126465
	Iteration 54Q: 3 clusters Score -1079926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1079924.875000 Penalty: 864.126465
	Iteration 55Q: 3 clusters Score -1079925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1079923.125000 Penalty: 864.126465
	Iteration 56Q: 3 clusters Score -1079923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1079921.875000 Penalty: 864.126465
	Iteration 57Q: 3 clusters Score -1079922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1079926.750000 Penalty: 864.126465
	Iteration 58Q: 3 clusters Score -1079927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1079930.250000 Penalty: 864.126465
	Iteration 59Q: 3 clusters Score -1079930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1079929.625000 Penalty: 864.126465
	Iteration 60F: 3 clusters Score -1079930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1079928.250000 Penalty: 864.126465
	Iteration 61Q: 3 clusters Score -1079928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1079928.625000 Penalty: 864.126465
	Iteration 62Q: 3 clusters Score -1079929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1079927.250000 Penalty: 864.126465
	Iteration 63Q: 3 clusters Score -1079927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1079929.250000 Penalty: 864.126465
	Iteration 64Q: 3 clusters Score -1079929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1079929.750000 Penalty: 864.126465
	Iteration 65Q: 3 clusters Score -1079930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1079929.750000 Penalty: 864.126465
	Iteration 66Q: 3 clusters Score -1079930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1079930.375000 Penalty: 864.126465
	Iteration 67Q: 3 clusters Score -1079930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1079930.625000 Penalty: 864.126465
	Iteration 68Q: 3 clusters Score -1079931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1079930.625000 Penalty: 864.126465
	Iteration 69Q: 3 clusters Score -1079931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1079930.250000 Penalty: 864.126465
	Iteration 70Q: 3 clusters Score -1079930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1079929.250000 Penalty: 864.126465
	Iteration 71Q: 3 clusters Score -1079929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1079930.500000 Penalty: 864.126465
	Iteration 72Q: 3 clusters Score -1079930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1079930.625000 Penalty: 864.126465
	Iteration 73Q: 3 clusters Score -1079931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1079931.500000 Penalty: 864.126465
	Iteration 74Q: 3 clusters Score -1079932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1079931.500000 Penalty: 864.126465
	Iteration 75F: 3 clusters Score -1079932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -7097.315430 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -7097.315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6901.480469 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -6901.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6969.954590 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -6969.955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6988.460938 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -6988.461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6997.308594 Penalty: 436.416962
	Iteration 3F: 3 clusters Score -6997.309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7000.287598 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -7000.288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -7005.219727 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -7005.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7028.625977 Penalty: 436.416962
	Iteration 6Q: 3 clusters Score -7028.626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7030.752930 Penalty: 436.416962
	Iteration 7Q: 3 clusters Score -7030.753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7030.752930 Penalty: 436.416962
	Iteration 8F: 3 clusters Score -7030.753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (33168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Entering Unmasked Estep 
Score: -2676473.500000 Penalty: 473.625000
	Iteration 0F: 2 clusters Score -2676474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2656270.750000 Penalty: 947.250000
	Iteration 0F: 3 clusters Score -2656271 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2665995.250000 Penalty: 947.250000
	Iteration 1F: 3 clusters Score -2665995 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2667101.000000 Penalty: 947.250000
	Iteration 2F: 3 clusters Score -2667101 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2668763.500000 Penalty: 947.250000
	Iteration 3F: 3 clusters Score -2668764 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2670687.250000 Penalty: 947.250000
	Iteration 4F: 3 clusters Score -2670687 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2672453.500000 Penalty: 947.250000
	Iteration 5F: 3 clusters Score -2672454 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2673629.500000 Penalty: 947.250000
	Iteration 6Q: 3 clusters Score -2673630 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -2674427.250000 Penalty: 947.250000
	Iteration 7Q: 3 clusters Score -2674427 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2674880.250000 Penalty: 947.250000
	Iteration 8Q: 3 clusters Score -2674880 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -2675084.000000 Penalty: 947.250000
	Iteration 9Q: 3 clusters Score -2675084 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -2675271.000000 Penalty: 947.250000
	Iteration 10Q: 3 clusters Score -2675271 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2675445.750000 Penalty: 947.250000
	Iteration 11Q: 3 clusters Score -2675446 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -2675551.000000 Penalty: 947.250000
	Iteration 12Q: 3 clusters Score -2675551 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -2675663.000000 Penalty: 947.250000
	Iteration 13Q: 3 clusters Score -2675663 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -2675728.000000 Penalty: 947.250000
	Iteration 14Q: 3 clusters Score -2675728 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -2675789.250000 Penalty: 947.250000
	Iteration 15Q: 3 clusters Score -2675789 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -2675858.250000 Penalty: 947.250000
	Iteration 16Q: 3 clusters Score -2675858 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -2675906.500000 Penalty: 947.250000
	Iteration 17Q: 3 clusters Score -2675906 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -2675969.750000 Penalty: 947.250000
	Iteration 18Q: 3 clusters Score -2675970 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2676031.500000 Penalty: 947.250000
	Iteration 19Q: 3 clusters Score -2676032 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -2676117.250000 Penalty: 947.250000
	Iteration 20F: 3 clusters Score -2676117 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -2676206.750000 Penalty: 947.250000
	Iteration 21Q: 3 clusters Score -2676207 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -2676281.250000 Penalty: 947.250000
	Iteration 22Q: 3 clusters Score -2676281 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -2676365.000000 Penalty: 947.250000
	Iteration 23Q: 3 clusters Score -2676365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -2676460.500000 Penalty: 947.250000
	Iteration 24Q: 3 clusters Score -2676460 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -2676544.750000 Penalty: 947.250000
	Iteration 25Q: 3 clusters Score -2676545 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -2676636.250000 Penalty: 947.250000
	Iteration 26Q: 3 clusters Score -2676636 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2676761.250000 Penalty: 947.250000
	Iteration 27Q: 3 clusters Score -2676761 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -2676881.500000 Penalty: 947.250000
	Iteration 28Q: 3 clusters Score -2676882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2676929.750000 Penalty: 947.250000
	Iteration 29Q: 3 clusters Score -2676930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -2676976.500000 Penalty: 947.250000
	Iteration 30Q: 3 clusters Score -2676976 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -2677020.750000 Penalty: 947.250000
	Iteration 31Q: 3 clusters Score -2677021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2677026.250000 Penalty: 947.250000
	Iteration 32Q: 3 clusters Score -2677026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2677035.250000 Penalty: 947.250000
	Iteration 33Q: 3 clusters Score -2677035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2677022.500000 Penalty: 947.250000
	Iteration 34Q: 3 clusters Score -2677022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2677029.750000 Penalty: 947.250000
	Iteration 35Q: 3 clusters Score -2677030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2677033.500000 Penalty: 947.250000
	Iteration 36Q: 3 clusters Score -2677034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -2677038.000000 Penalty: 947.250000
	Iteration 37Q: 3 clusters Score -2677038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -2677034.250000 Penalty: 947.250000
	Iteration 38Q: 3 clusters Score -2677034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -2677035.500000 Penalty: 947.250000
	Iteration 39Q: 3 clusters Score -2677036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -2677072.500000 Penalty: 947.250000
	Iteration 40F: 3 clusters Score -2677072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -2677083.000000 Penalty: 947.250000
	Iteration 41Q: 3 clusters Score -2677083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2677104.000000 Penalty: 947.250000
	Iteration 42Q: 3 clusters Score -2677104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2677096.500000 Penalty: 947.250000
	Iteration 43Q: 3 clusters Score -2677096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -2677092.750000 Penalty: 947.250000
	Iteration 44Q: 3 clusters Score -2677093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2677097.250000 Penalty: 947.250000
	Iteration 45Q: 3 clusters Score -2677097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2677093.750000 Penalty: 947.250000
	Iteration 46Q: 3 clusters Score -2677094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -2677093.500000 Penalty: 947.250000
	Iteration 47Q: 3 clusters Score -2677094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2677095.250000 Penalty: 947.250000
	Iteration 48Q: 3 clusters Score -2677095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2677096.250000 Penalty: 947.250000
	Iteration 49Q: 3 clusters Score -2677096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -2677093.500000 Penalty: 947.250000
	Iteration 50Q: 3 clusters Score -2677094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -2677096.500000 Penalty: 947.250000
	Iteration 51Q: 3 clusters Score -2677096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -2677093.750000 Penalty: 947.250000
	Iteration 52Q: 3 clusters Score -2677094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -2677090.750000 Penalty: 947.250000
	Iteration 53Q: 3 clusters Score -2677091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2677091.500000 Penalty: 947.250000
	Iteration 54Q: 3 clusters Score -2677092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2677089.000000 Penalty: 947.250000
	Iteration 55Q: 3 clusters Score -2677089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -2677088.750000 Penalty: 947.250000
	Iteration 56Q: 3 clusters Score -2677089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -2677083.750000 Penalty: 947.250000
	Iteration 57Q: 3 clusters Score -2677084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2677086.750000 Penalty: 947.250000
	Iteration 58Q: 3 clusters Score -2677087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2677080.500000 Penalty: 947.250000
	Iteration 59Q: 3 clusters Score -2677080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -2677081.500000 Penalty: 947.250000
	Iteration 60F: 3 clusters Score -2677082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2677074.500000 Penalty: 947.250000
	Iteration 61Q: 3 clusters Score -2677074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -2677072.250000 Penalty: 947.250000
	Iteration 62Q: 3 clusters Score -2677072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -2677070.250000 Penalty: 947.250000
	Iteration 63Q: 3 clusters Score -2677070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -2677073.000000 Penalty: 947.250000
	Iteration 64Q: 3 clusters Score -2677073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -2677069.250000 Penalty: 947.250000
	Iteration 65Q: 3 clusters Score -2677069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -2677068.750000 Penalty: 947.250000
	Iteration 66Q: 3 clusters Score -2677069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2677075.000000 Penalty: 947.250000
	Iteration 67Q: 3 clusters Score -2677075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -2677069.250000 Penalty: 947.250000
	Iteration 68Q: 3 clusters Score -2677069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2677075.000000 Penalty: 947.250000
	Iteration 69Q: 3 clusters Score -2677075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -2677075.750000 Penalty: 947.250000
	Iteration 70Q: 3 clusters Score -2677076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2677073.750000 Penalty: 947.250000
	Iteration 71Q: 3 clusters Score -2677074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2677068.500000 Penalty: 947.250000
	Iteration 72Q: 3 clusters Score -2677068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -2677071.750000 Penalty: 947.250000
	Iteration 73Q: 3 clusters Score -2677072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -2677072.000000 Penalty: 947.250000
	Iteration 74Q: 3 clusters Score -2677072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -2677067.750000 Penalty: 947.250000
	Iteration 75Q: 3 clusters Score -2677068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -2677066.000000 Penalty: 947.250000
	Iteration 76Q: 3 clusters Score -2677066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2677075.000000 Penalty: 947.250000
	Iteration 77Q: 3 clusters Score -2677075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -2677075.000000 Penalty: 947.250000
	Iteration 78F: 3 clusters Score -2677075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11354 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 8224 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 5883 members 
Mstep: Class 66 contains 132 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Mstep: Class 70 contains 267 members 
Mstep: Class 71 contains 33268 members 
Mstep: Class 72 contains 17691 members 
Mstep: Class 73 contains 27285 members 
Entering Unmasked Estep 
Score: -42167472.000000 Penalty: 43941.359375
Splitting cluster 65 changes total score from -42160452.000000 to -42167472.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 66 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -5769.359863 Penalty: 222.167496
	Iteration 0F: 2 clusters Score -5769.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5604.666504 Penalty: 444.334991
	Iteration 0F: 3 clusters Score -5604.667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5805.362305 Penalty: 444.334991
	Iteration 1F: 3 clusters Score -5805.362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5824.569824 Penalty: 444.334991
	Iteration 2F: 3 clusters Score -5824.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5849.016113 Penalty: 444.334991
	Iteration 3Q: 3 clusters Score -5849.016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5850.759277 Penalty: 444.334991
	Iteration 4Q: 3 clusters Score -5850.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5850.759277 Penalty: 444.334991
	Iteration 5F: 3 clusters Score -5850.759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11354 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 47 contains 19079 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 8224 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 5883 members 
Mstep: Class 66 contains 27 members 
Mstep: Class 67 contains 12510 members 
Mstep: Class 68 contains 22288 members 
Mstep: Class 69 contains 23120 members 
Mstep: Class 70 contains 267 members 
Mstep: Class 71 contains 33268 members 
Mstep: Class 72 contains 17691 members 
Mstep: Class 73 contains 27285 members 
Mstep: Class 74 contains 105 members 
Entering Unmasked Estep 
Score: -42167156.000000 Penalty: 44543.296875
Splitting cluster 66 changes total score from -42160452.000000 to -42167156.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 67 (12510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Entering Unmasked Estep 
Score: -1010828.187500 Penalty: 429.259888
	Iteration 0F: 2 clusters Score -1010828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1002390.625000 Penalty: 858.519775
	Iteration 0F: 3 clusters Score -1002391 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1006103.562500 Penalty: 858.519775
	Iteration 1F: 3 clusters Score -1006104 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1006482.687500 Penalty: 858.519775
	Iteration 2F: 3 clusters Score -1006483 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1006982.937500 Penalty: 858.519775
	Iteration 3F: 3 clusters Score -1006983 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1007618.562500 Penalty: 858.519775
	Iteration 4F: 3 clusters Score -1007619 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1008174.375000 Penalty: 858.519775
	Iteration 5F: 3 clusters Score -1008174 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1008532.312500 Penalty: 858.519775
	Iteration 6Q: 3 clusters Score -1008532 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1008726.937500 Penalty: 858.519775
	Iteration 7Q: 3 clusters Score -1008727 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1008853.750000 Penalty: 858.519775
	Iteration 8Q: 3 clusters Score -1008854 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1008947.250000 Penalty: 858.519775
	Iteration 9Q: 3 clusters Score -1008947 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1009038.500000 Penalty: 858.519775
	Iteration 10Q: 3 clusters Score -1009038 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1009143.062500 Penalty: 858.519775
	Iteration 11Q: 3 clusters Score -1009143 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1009237.187500 Penalty: 858.519775
	Iteration 12Q: 3 clusters Score -1009237 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1009314.312500 Penalty: 858.519775
	Iteration 13Q: 3 clusters Score -1009314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1009391.937500 Penalty: 858.519775
	Iteration 14Q: 3 clusters Score -1009392 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1009479.187500 Penalty: 858.519775
	Iteration 15Q: 3 clusters Score -1009479 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1009586.062500 Penalty: 858.519775
	Iteration 16Q: 3 clusters Score -1009586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1009690.750000 Penalty: 858.519775
	Iteration 17Q: 3 clusters Score -1009691 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1009774.875000 Penalty: 858.519775
	Iteration 18Q: 3 clusters Score -1009775 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1009824.812500 Penalty: 858.519775
	Iteration 19Q: 3 clusters Score -1009825 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1009884.812500 Penalty: 858.519775
	Iteration 20F: 3 clusters Score -1009885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1009943.500000 Penalty: 858.519775
	Iteration 21Q: 3 clusters Score -1009944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1009997.687500 Penalty: 858.519775
	Iteration 22Q: 3 clusters Score -1009998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1010049.437500 Penalty: 858.519775
	Iteration 23Q: 3 clusters Score -1010049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1010084.312500 Penalty: 858.519775
	Iteration 24Q: 3 clusters Score -1010084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1010112.875000 Penalty: 858.519775
	Iteration 25Q: 3 clusters Score -1010113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1010127.812500 Penalty: 858.519775
	Iteration 26Q: 3 clusters Score -1010128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1010141.687500 Penalty: 858.519775
	Iteration 27Q: 3 clusters Score -1010142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1010158.625000 Penalty: 858.519775
	Iteration 28Q: 3 clusters Score -1010159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1010175.562500 Penalty: 858.519775
	Iteration 29Q: 3 clusters Score -1010176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1010188.750000 Penalty: 858.519775
	Iteration 30Q: 3 clusters Score -1010189 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1010207.687500 Penalty: 858.519775
	Iteration 31Q: 3 clusters Score -1010208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1010215.500000 Penalty: 858.519775
	Iteration 32Q: 3 clusters Score -1010216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1010234.937500 Penalty: 858.519775
	Iteration 33Q: 3 clusters Score -1010235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1010259.562500 Penalty: 858.519775
	Iteration 34Q: 3 clusters Score -1010260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1010281.625000 Penalty: 858.519775
	Iteration 35Q: 3 clusters Score -1010282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1010294.312500 Penalty: 858.519775
	Iteration 36Q: 3 clusters Score -1010294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1010311.687500 Penalty: 858.519775
	Iteration 37Q: 3 clusters Score -1010312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1010323.625000 Penalty: 858.519775
	Iteration 38Q: 3 clusters Score -1010324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1010332.437500 Penalty: 858.519775
	Iteration 39Q: 3 clusters Score -1010332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1010344.437500 Penalty: 858.519775
	Iteration 40F: 3 clusters Score -1010344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1010355.187500 Penalty: 858.519775
	Iteration 41Q: 3 clusters Score -1010355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1010368.125000 Penalty: 858.519775
	Iteration 42Q: 3 clusters Score -1010368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1010378.687500 Penalty: 858.519775
	Iteration 43Q: 3 clusters Score -1010379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1010387.750000 Penalty: 858.519775
	Iteration 44Q: 3 clusters Score -1010388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1010402.187500 Penalty: 858.519775
	Iteration 45Q: 3 clusters Score -1010402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1010425.875000 Penalty: 858.519775
	Iteration 46Q: 3 clusters Score -1010426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1010436.062500 Penalty: 858.519775
	Iteration 47Q: 3 clusters Score -1010436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1010444.250000 Penalty: 858.519775
	Iteration 48Q: 3 clusters Score -1010444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1010453.500000 Penalty: 858.519775
	Iteration 49Q: 3 clusters Score -1010454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1010462.500000 Penalty: 858.519775
	Iteration 50Q: 3 clusters Score -1010462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1010473.062500 Penalty: 858.519775
	Iteration 51Q: 3 clusters Score -1010473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1010476.687500 Penalty: 858.519775
	Iteration 52Q: 3 clusters Score -1010477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1010485.062500 Penalty: 858.519775
	Iteration 53Q: 3 clusters Score -1010485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1010490.437500 Penalty: 858.519775
	Iteration 54Q: 3 clusters Score -1010490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1010491.562500 Penalty: 858.519775
	Iteration 55Q: 3 clusters Score -1010492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1010492.062500 Penalty: 858.519775
	Iteration 56Q: 3 clusters Score -1010492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1010493.250000 Penalty: 858.519775
	Iteration 57Q: 3 clusters Score -1010493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1010494.687500 Penalty: 858.519775
	Iteration 58Q: 3 clusters Score -1010495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1010495.562500 Penalty: 858.519775
	Iteration 59Q: 3 clusters Score -1010496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1010498.312500 Penalty: 858.519775
	Iteration 60F: 3 clusters Score -1010498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1010498.875000 Penalty: 858.519775
	Iteration 61Q: 3 clusters Score -1010499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1010500.000000 Penalty: 858.519775
	Iteration 62Q: 3 clusters Score -1010500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1010500.250000 Penalty: 858.519775
	Iteration 63Q: 3 clusters Score -1010500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1010500.250000 Penalty: 858.519775
	Iteration 64F: 3 clusters Score -1010500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 331 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 293 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3289 members 
Mstep: Class 10 contains 2299 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50553 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 6907 members 
Mstep: Class 28 contains 10326 members 
Mstep: Class 29 contains 1653 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18733 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2604 members 
Mstep: Class 38 contains 10720 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 232 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11354 members 
Mstep: Class 43 contains 5512 members 
Mstep: Class 44 contains 160 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 25354 members 
Mstep: Class 48 contains 2257 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1545 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 508 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12274 members 
Mstep: Class 57 contains 8224 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 205 members 
Mstep: Class 60 contains 19854 members 
Mstep: Class 61 contains 23852 members 
Mstep: Class 62 contains 26099 members 
Mstep: Class 63 contains 13305 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 5883 members 
Mstep: Class 66 contains 27 members 
Mstep: Class 67 contains 12510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 66. Lose 330.394592 but Gain 601.937500
Score: -42170012.000000 Penalty: 43941.359375
Iteration 199Q: 74 clusters Score -4.217001e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 2303 members 
Mstep: Class 11 contains 1635 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 50526 members 
Mstep: Class 14 contains 17744 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 541 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 17185 members 
Mstep: Class 21 contains 254 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 1866 members 
Mstep: Class 26 contains 17554 members 
Mstep: Class 27 contains 6899 members 
Mstep: Class 28 contains 10235 members 
Mstep: Class 29 contains 1663 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 2535 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 21873 members 
Mstep: Class 34 contains 862 members 
Mstep: Class 35 contains 18720 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2599 members 
Mstep: Class 38 contains 10978 members 
Mstep: Class 39 contains 1374 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 11002 members 
Mstep: Class 43 contains 5552 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 25084 members 
Mstep: Class 47 contains 18794 members 
Mstep: Class 48 contains 2277 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 404 members 
Mstep: Class 51 contains 1577 members 
Mstep: Class 52 contains 216 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 497 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 12268 members 
Mstep: Class 57 contains 8238 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 200 members 
Mstep: Class 60 contains 19697 members 
Mstep: Class 61 contains 23788 members 
Mstep: Class 62 contains 26322 members 
Mstep: Class 63 contains 13588 members 
Mstep: Class 64 contains 121 members 
Mstep: Class 65 contains 6225 members 
Mstep: Class 67 contains 12573 members 
Mstep: Class 68 contains 21967 members 
Mstep: Class 69 contains 22671 members 
Mstep: Class 70 contains 263 members 
Mstep: Class 71 contains 32830 members 
Mstep: Class 72 contains 17989 members 
Mstep: Class 73 contains 27205 members 
Mstep: Class 74 contains 104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42143340.000000 Penalty: 43941.359375
Iteration 200F: 74 clusters Score -4.214334e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 342 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 14337 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 1664 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 49838 members 
Mstep: Class 14 contains 17773 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 3353 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6710 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 1854 members 
Mstep: Class 26 contains 20434 members 
Mstep: Class 27 contains 6895 members 
Mstep: Class 28 contains 10206 members 
Mstep: Class 29 contains 1670 members 
Mstep: Class 30 contains 3162 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 21842 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 18420 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2582 members 
Mstep: Class 38 contains 11243 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 263 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 10694 members 
Mstep: Class 43 contains 5577 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 24719 members 
Mstep: Class 47 contains 12034 members 
Mstep: Class 48 contains 2269 members 
Mstep: Class 49 contains 356 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1587 members 
Mstep: Class 52 contains 217 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 490 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 11980 members 
Mstep: Class 57 contains 8253 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 194 members 
Mstep: Class 60 contains 19569 members 
Mstep: Class 61 contains 23637 members 
Mstep: Class 62 contains 30305 members 
Mstep: Class 63 contains 13858 members 
Mstep: Class 64 contains 120 members 
Mstep: Class 65 contains 6536 members 
Mstep: Class 67 contains 12530 members 
Mstep: Class 68 contains 22379 members 
Mstep: Class 69 contains 22509 members 
Mstep: Class 70 contains 284 members 
Mstep: Class 71 contains 33175 members 
Mstep: Class 72 contains 18677 members 
Mstep: Class 73 contains 27567 members 
Mstep: Class 74 contains 111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168828.000000 Penalty: 43941.359375
Iteration 201Q: 74 clusters Score -4.216883e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 537 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3261 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 299 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 49407 members 
Mstep: Class 14 contains 17851 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 255 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1838 members 
Mstep: Class 26 contains 20076 members 
Mstep: Class 27 contains 6877 members 
Mstep: Class 28 contains 10192 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 3137 members 
Mstep: Class 31 contains 2587 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 21824 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 18080 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 11471 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 10830 members 
Mstep: Class 43 contains 5610 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1005 members 
Mstep: Class 46 contains 24360 members 
Mstep: Class 47 contains 12841 members 
Mstep: Class 48 contains 2260 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1596 members 
Mstep: Class 52 contains 218 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 489 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 11679 members 
Mstep: Class 57 contains 8425 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 193 members 
Mstep: Class 60 contains 19469 members 
Mstep: Class 61 contains 23510 members 
Mstep: Class 62 contains 29620 members 
Mstep: Class 63 contains 14176 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6821 members 
Mstep: Class 67 contains 12513 members 
Mstep: Class 68 contains 22655 members 
Mstep: Class 69 contains 21996 members 
Mstep: Class 70 contains 294 members 
Mstep: Class 71 contains 33295 members 
Mstep: Class 72 contains 19368 members 
Mstep: Class 73 contains 27918 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171612.000000 Penalty: 43941.359375
Iteration 202Q: 74 clusters Score -4.217161e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 14317 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 49045 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1059 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 1824 members 
Mstep: Class 26 contains 20028 members 
Mstep: Class 27 contains 6852 members 
Mstep: Class 28 contains 10238 members 
Mstep: Class 29 contains 1706 members 
Mstep: Class 30 contains 3117 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 1237 members 
Mstep: Class 33 contains 21809 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 17655 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2551 members 
Mstep: Class 38 contains 11736 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 268 members 
Mstep: Class 41 contains 580 members 
Mstep: Class 42 contains 10931 members 
Mstep: Class 43 contains 5651 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 24093 members 
Mstep: Class 47 contains 13135 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 355 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1605 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 484 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 11369 members 
Mstep: Class 57 contains 8629 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 19375 members 
Mstep: Class 61 contains 23233 members 
Mstep: Class 62 contains 29329 members 
Mstep: Class 63 contains 14487 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7095 members 
Mstep: Class 67 contains 12483 members 
Mstep: Class 68 contains 22908 members 
Mstep: Class 69 contains 21411 members 
Mstep: Class 70 contains 302 members 
Mstep: Class 71 contains 33298 members 
Mstep: Class 72 contains 20105 members 
Mstep: Class 73 contains 28239 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172360.000000 Penalty: 43941.359375
Iteration 203Q: 74 clusters Score -4.217236e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 14322 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 2274 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48768 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 536 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 17179 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1808 members 
Mstep: Class 26 contains 20069 members 
Mstep: Class 27 contains 6824 members 
Mstep: Class 28 contains 10280 members 
Mstep: Class 29 contains 1722 members 
Mstep: Class 30 contains 3114 members 
Mstep: Class 31 contains 2633 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 21811 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 17159 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2519 members 
Mstep: Class 38 contains 12028 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 267 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 5695 members 
Mstep: Class 44 contains 158 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 23796 members 
Mstep: Class 47 contains 13139 members 
Mstep: Class 48 contains 2245 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1614 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 476 members 
Mstep: Class 55 contains 213 members 
Mstep: Class 56 contains 11071 members 
Mstep: Class 57 contains 8807 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 189 members 
Mstep: Class 60 contains 19273 members 
Mstep: Class 61 contains 23018 members 
Mstep: Class 62 contains 29198 members 
Mstep: Class 63 contains 14875 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7346 members 
Mstep: Class 67 contains 12462 members 
Mstep: Class 68 contains 23094 members 
Mstep: Class 69 contains 20783 members 
Mstep: Class 70 contains 312 members 
Mstep: Class 71 contains 33253 members 
Mstep: Class 72 contains 20826 members 
Mstep: Class 73 contains 28510 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172700.000000 Penalty: 43941.359375
Iteration 204Q: 74 clusters Score -4.21727e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3208 members 
Mstep: Class 5 contains 14344 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 2271 members 
Mstep: Class 11 contains 1826 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48597 members 
Mstep: Class 14 contains 18137 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 17193 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6419 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1788 members 
Mstep: Class 26 contains 20139 members 
Mstep: Class 27 contains 6793 members 
Mstep: Class 28 contains 10277 members 
Mstep: Class 29 contains 1737 members 
Mstep: Class 30 contains 3107 members 
Mstep: Class 31 contains 2646 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 21814 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 16624 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2467 members 
Mstep: Class 38 contains 12353 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 264 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11152 members 
Mstep: Class 43 contains 5736 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23484 members 
Mstep: Class 47 contains 13099 members 
Mstep: Class 48 contains 2233 members 
Mstep: Class 49 contains 353 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1618 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 463 members 
Mstep: Class 55 contains 214 members 
Mstep: Class 56 contains 10711 members 
Mstep: Class 57 contains 8906 members 
Mstep: Class 58 contains 534 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 19190 members 
Mstep: Class 61 contains 22823 members 
Mstep: Class 62 contains 29092 members 
Mstep: Class 63 contains 15288 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7607 members 
Mstep: Class 67 contains 12425 members 
Mstep: Class 68 contains 23258 members 
Mstep: Class 69 contains 20310 members 
Mstep: Class 70 contains 319 members 
Mstep: Class 71 contains 33209 members 
Mstep: Class 72 contains 21412 members 
Mstep: Class 73 contains 28819 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173060.000000 Penalty: 43941.359375
Iteration 205Q: 74 clusters Score -4.217306e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 14360 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48508 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 17217 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6395 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1772 members 
Mstep: Class 26 contains 20253 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 10311 members 
Mstep: Class 29 contains 1757 members 
Mstep: Class 30 contains 3100 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 21811 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 16045 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2416 members 
Mstep: Class 38 contains 12685 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 260 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11263 members 
Mstep: Class 43 contains 5774 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 23076 members 
Mstep: Class 47 contains 13006 members 
Mstep: Class 48 contains 2223 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1628 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 455 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 10355 members 
Mstep: Class 57 contains 8942 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 19095 members 
Mstep: Class 61 contains 22662 members 
Mstep: Class 62 contains 29001 members 
Mstep: Class 63 contains 15681 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7909 members 
Mstep: Class 67 contains 12351 members 
Mstep: Class 68 contains 23340 members 
Mstep: Class 69 contains 20026 members 
Mstep: Class 70 contains 327 members 
Mstep: Class 71 contains 33166 members 
Mstep: Class 72 contains 21939 members 
Mstep: Class 73 contains 29111 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173272.000000 Penalty: 43941.359375
Iteration 206Q: 74 clusters Score -4.217327e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 14375 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48451 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 17243 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6382 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 1765 members 
Mstep: Class 26 contains 20373 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 10350 members 
Mstep: Class 29 contains 1771 members 
Mstep: Class 30 contains 3092 members 
Mstep: Class 31 contains 2688 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 21807 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 15460 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2368 members 
Mstep: Class 38 contains 13057 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 253 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11372 members 
Mstep: Class 43 contains 5808 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 22560 members 
Mstep: Class 47 contains 12884 members 
Mstep: Class 48 contains 2217 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1637 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 445 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 10038 members 
Mstep: Class 57 contains 8936 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 19009 members 
Mstep: Class 61 contains 22540 members 
Mstep: Class 62 contains 28913 members 
Mstep: Class 63 contains 16058 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8190 members 
Mstep: Class 67 contains 12279 members 
Mstep: Class 68 contains 23408 members 
Mstep: Class 69 contains 19846 members 
Mstep: Class 70 contains 336 members 
Mstep: Class 71 contains 33139 members 
Mstep: Class 72 contains 22387 members 
Mstep: Class 73 contains 29403 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173308.000000 Penalty: 43941.359375
Iteration 207Q: 74 clusters Score -4.217331e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3173 members 
Mstep: Class 5 contains 14386 members 
Mstep: Class 6 contains 302 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48406 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 17268 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6371 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1751 members 
Mstep: Class 26 contains 20530 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 10377 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 21821 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 14898 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2306 members 
Mstep: Class 38 contains 13390 members 
Mstep: Class 39 contains 1342 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11469 members 
Mstep: Class 43 contains 5838 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 22091 members 
Mstep: Class 47 contains 12717 members 
Mstep: Class 48 contains 2213 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1647 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 432 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 9721 members 
Mstep: Class 57 contains 8840 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 192 members 
Mstep: Class 60 contains 18938 members 
Mstep: Class 61 contains 22532 members 
Mstep: Class 62 contains 28850 members 
Mstep: Class 63 contains 16412 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8378 members 
Mstep: Class 67 contains 12245 members 
Mstep: Class 68 contains 23475 members 
Mstep: Class 69 contains 19758 members 
Mstep: Class 70 contains 340 members 
Mstep: Class 71 contains 33121 members 
Mstep: Class 72 contains 22780 members 
Mstep: Class 73 contains 29656 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173184.000000 Penalty: 43941.359375
Iteration 208Q: 74 clusters Score -4.217318e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3160 members 
Mstep: Class 5 contains 14385 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 2087 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48396 members 
Mstep: Class 14 contains 18377 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 17293 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 20673 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 10409 members 
Mstep: Class 29 contains 1804 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 2717 members 
Mstep: Class 32 contains 1263 members 
Mstep: Class 33 contains 21845 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 14367 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2261 members 
Mstep: Class 38 contains 13753 members 
Mstep: Class 39 contains 1341 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11610 members 
Mstep: Class 43 contains 5871 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 21512 members 
Mstep: Class 47 contains 12513 members 
Mstep: Class 48 contains 2208 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1654 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 418 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 9390 members 
Mstep: Class 57 contains 8649 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18864 members 
Mstep: Class 61 contains 22658 members 
Mstep: Class 62 contains 28789 members 
Mstep: Class 63 contains 16800 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8505 members 
Mstep: Class 67 contains 12207 members 
Mstep: Class 68 contains 23540 members 
Mstep: Class 69 contains 19730 members 
Mstep: Class 70 contains 343 members 
Mstep: Class 71 contains 33117 members 
Mstep: Class 72 contains 23117 members 
Mstep: Class 73 contains 29928 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173312.000000 Penalty: 43941.359375
Iteration 209Q: 74 clusters Score -4.217331e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48384 members 
Mstep: Class 14 contains 18408 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 17331 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 1714 members 
Mstep: Class 26 contains 20849 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 10414 members 
Mstep: Class 29 contains 1816 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 1264 members 
Mstep: Class 33 contains 21872 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 13841 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2217 members 
Mstep: Class 38 contains 14101 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11767 members 
Mstep: Class 43 contains 5901 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 20868 members 
Mstep: Class 47 contains 12276 members 
Mstep: Class 48 contains 2203 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1657 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 407 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 9091 members 
Mstep: Class 57 contains 8443 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18814 members 
Mstep: Class 61 contains 22987 members 
Mstep: Class 62 contains 28694 members 
Mstep: Class 63 contains 17223 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8499 members 
Mstep: Class 67 contains 12198 members 
Mstep: Class 68 contains 23607 members 
Mstep: Class 69 contains 19716 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33116 members 
Mstep: Class 72 contains 23390 members 
Mstep: Class 73 contains 30170 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 54. Lose 601.187012 but Gain 601.937500
Score: -42173104.000000 Penalty: 43339.421875
Iteration 210Q: 73 clusters Score -4.21731e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6347 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48379 members 
Mstep: Class 14 contains 18453 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 20 contains 17376 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 6600 members 
Mstep: Class 24 contains 662 members 
Mstep: Class 25 contains 1706 members 
Mstep: Class 26 contains 21002 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 1825 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1261 members 
Mstep: Class 33 contains 21901 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 13342 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2202 members 
Mstep: Class 38 contains 14393 members 
Mstep: Class 39 contains 1336 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 11996 members 
Mstep: Class 43 contains 5940 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 20227 members 
Mstep: Class 47 contains 11997 members 
Mstep: Class 48 contains 2199 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1663 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 8786 members 
Mstep: Class 57 contains 8198 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18756 members 
Mstep: Class 61 contains 23517 members 
Mstep: Class 62 contains 28926 members 
Mstep: Class 63 contains 17608 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8363 members 
Mstep: Class 67 contains 12204 members 
Mstep: Class 68 contains 23642 members 
Mstep: Class 69 contains 19789 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33133 members 
Mstep: Class 72 contains 23593 members 
Mstep: Class 73 contains 30418 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173608.000000 Penalty: 43339.421875
Iteration 211Q: 73 clusters Score -4.217361e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2277 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48369 members 
Mstep: Class 14 contains 18447 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 2798 members 
Mstep: Class 20 contains 17425 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6365 members 
Mstep: Class 23 contains 6596 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 1692 members 
Mstep: Class 26 contains 21146 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 10413 members 
Mstep: Class 29 contains 1836 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2751 members 
Mstep: Class 32 contains 1254 members 
Mstep: Class 33 contains 21919 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 12861 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2140 members 
Mstep: Class 38 contains 14602 members 
Mstep: Class 39 contains 1333 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 12246 members 
Mstep: Class 43 contains 5991 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 19745 members 
Mstep: Class 47 contains 11695 members 
Mstep: Class 48 contains 2198 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1668 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 8501 members 
Mstep: Class 57 contains 7976 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18675 members 
Mstep: Class 61 contains 23995 members 
Mstep: Class 62 contains 28875 members 
Mstep: Class 63 contains 17932 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8197 members 
Mstep: Class 67 contains 12209 members 
Mstep: Class 68 contains 23671 members 
Mstep: Class 69 contains 19907 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33149 members 
Mstep: Class 72 contains 23772 members 
Mstep: Class 73 contains 30652 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173348.000000 Penalty: 43339.421875
Iteration 212Q: 73 clusters Score -4.217335e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 14368 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48371 members 
Mstep: Class 14 contains 18461 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 17466 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 6596 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 21235 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 10388 members 
Mstep: Class 29 contains 1844 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2754 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 21933 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 12351 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2084 members 
Mstep: Class 38 contains 14732 members 
Mstep: Class 39 contains 1332 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 12529 members 
Mstep: Class 43 contains 6022 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 19355 members 
Mstep: Class 47 contains 11390 members 
Mstep: Class 48 contains 2195 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1679 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 8253 members 
Mstep: Class 57 contains 7764 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18613 members 
Mstep: Class 61 contains 24470 members 
Mstep: Class 62 contains 28815 members 
Mstep: Class 63 contains 18254 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8025 members 
Mstep: Class 67 contains 12216 members 
Mstep: Class 68 contains 23713 members 
Mstep: Class 69 contains 20063 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33169 members 
Mstep: Class 72 contains 23945 members 
Mstep: Class 73 contains 30875 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173140.000000 Penalty: 43339.421875
Iteration 213Q: 73 clusters Score -4.217314e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 538 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48400 members 
Mstep: Class 14 contains 18473 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 2756 members 
Mstep: Class 20 contains 17518 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6346 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 21345 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 10388 members 
Mstep: Class 29 contains 1851 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2760 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 21953 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 11860 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 2028 members 
Mstep: Class 38 contains 14856 members 
Mstep: Class 39 contains 1329 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 12843 members 
Mstep: Class 43 contains 6056 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 18960 members 
Mstep: Class 47 contains 11058 members 
Mstep: Class 48 contains 2194 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 398 members 
Mstep: Class 51 contains 1690 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 8041 members 
Mstep: Class 57 contains 7563 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18526 members 
Mstep: Class 61 contains 24893 members 
Mstep: Class 62 contains 28748 members 
Mstep: Class 63 contains 18551 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7883 members 
Mstep: Class 67 contains 12209 members 
Mstep: Class 68 contains 23727 members 
Mstep: Class 69 contains 20252 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33184 members 
Mstep: Class 72 contains 24086 members 
Mstep: Class 73 contains 31085 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173032.000000 Penalty: 43339.421875
Iteration 214Q: 73 clusters Score -4.217303e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3129 members 
Mstep: Class 5 contains 14351 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3317 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48431 members 
Mstep: Class 14 contains 18499 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 2743 members 
Mstep: Class 20 contains 17545 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 21520 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 10384 members 
Mstep: Class 29 contains 1856 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 1238 members 
Mstep: Class 33 contains 21969 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 11442 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1969 members 
Mstep: Class 38 contains 14929 members 
Mstep: Class 39 contains 1326 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 13193 members 
Mstep: Class 43 contains 6079 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 18573 members 
Mstep: Class 47 contains 10677 members 
Mstep: Class 48 contains 2194 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1698 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 215 members 
Mstep: Class 56 contains 7849 members 
Mstep: Class 57 contains 7376 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18462 members 
Mstep: Class 61 contains 25299 members 
Mstep: Class 62 contains 28653 members 
Mstep: Class 63 contains 18831 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7771 members 
Mstep: Class 67 contains 12222 members 
Mstep: Class 68 contains 23739 members 
Mstep: Class 69 contains 20433 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33163 members 
Mstep: Class 72 contains 24165 members 
Mstep: Class 73 contains 31330 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172692.000000 Penalty: 43339.421875
Iteration 215Q: 73 clusters Score -4.217269e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3122 members 
Mstep: Class 5 contains 14351 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2522 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48429 members 
Mstep: Class 14 contains 18521 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2733 members 
Mstep: Class 20 contains 17574 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6330 members 
Mstep: Class 23 contains 6599 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 21649 members 
Mstep: Class 27 contains 6611 members 
Mstep: Class 28 contains 10381 members 
Mstep: Class 29 contains 1862 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2768 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 21986 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 11071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1929 members 
Mstep: Class 38 contains 14973 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 245 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 13602 members 
Mstep: Class 43 contains 6112 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 18218 members 
Mstep: Class 47 contains 10257 members 
Mstep: Class 48 contains 2191 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1704 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 7659 members 
Mstep: Class 57 contains 7200 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18385 members 
Mstep: Class 61 contains 25748 members 
Mstep: Class 62 contains 28561 members 
Mstep: Class 63 contains 19106 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7649 members 
Mstep: Class 67 contains 12248 members 
Mstep: Class 68 contains 23746 members 
Mstep: Class 69 contains 20617 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33145 members 
Mstep: Class 72 contains 24193 members 
Mstep: Class 73 contains 31542 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172224.000000 Penalty: 43339.421875
Iteration 216Q: 73 clusters Score -4.217222e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3119 members 
Mstep: Class 5 contains 14353 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6341 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48416 members 
Mstep: Class 14 contains 18523 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 17614 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6327 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 21686 members 
Mstep: Class 27 contains 6597 members 
Mstep: Class 28 contains 10378 members 
Mstep: Class 29 contains 1865 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 1207 members 
Mstep: Class 33 contains 22016 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 10720 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1885 members 
Mstep: Class 38 contains 14993 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 14067 members 
Mstep: Class 43 contains 6133 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1008 members 
Mstep: Class 46 contains 17904 members 
Mstep: Class 47 contains 9821 members 
Mstep: Class 48 contains 2187 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1710 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 7455 members 
Mstep: Class 57 contains 7038 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18323 members 
Mstep: Class 61 contains 26163 members 
Mstep: Class 62 contains 28538 members 
Mstep: Class 63 contains 19385 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7541 members 
Mstep: Class 67 contains 12277 members 
Mstep: Class 68 contains 23747 members 
Mstep: Class 69 contains 20798 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33117 members 
Mstep: Class 72 contains 24207 members 
Mstep: Class 73 contains 31750 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172116.000000 Penalty: 43339.421875
Iteration 217Q: 73 clusters Score -4.217212e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 14358 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2571 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48403 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 20 contains 17652 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 21640 members 
Mstep: Class 27 contains 6583 members 
Mstep: Class 28 contains 10405 members 
Mstep: Class 29 contains 1868 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 1196 members 
Mstep: Class 33 contains 22055 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 10399 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1845 members 
Mstep: Class 38 contains 15040 members 
Mstep: Class 39 contains 1327 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 14561 members 
Mstep: Class 43 contains 6155 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17615 members 
Mstep: Class 47 contains 9373 members 
Mstep: Class 48 contains 2185 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1711 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 7259 members 
Mstep: Class 57 contains 6861 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18218 members 
Mstep: Class 61 contains 26543 members 
Mstep: Class 62 contains 28587 members 
Mstep: Class 63 contains 19671 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7456 members 
Mstep: Class 67 contains 12291 members 
Mstep: Class 68 contains 23744 members 
Mstep: Class 69 contains 21006 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33089 members 
Mstep: Class 72 contains 24203 members 
Mstep: Class 73 contains 31925 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171764.000000 Penalty: 43339.421875
Iteration 218Q: 73 clusters Score -4.217176e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 14365 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6341 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48391 members 
Mstep: Class 14 contains 18472 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2718 members 
Mstep: Class 20 contains 17694 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6324 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 21601 members 
Mstep: Class 27 contains 6571 members 
Mstep: Class 28 contains 10441 members 
Mstep: Class 29 contains 1871 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 1183 members 
Mstep: Class 33 contains 22089 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10115 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1822 members 
Mstep: Class 38 contains 15115 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 15071 members 
Mstep: Class 43 contains 6171 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17279 members 
Mstep: Class 47 contains 8936 members 
Mstep: Class 48 contains 2181 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1711 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 7082 members 
Mstep: Class 57 contains 6681 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18130 members 
Mstep: Class 61 contains 26972 members 
Mstep: Class 62 contains 28622 members 
Mstep: Class 63 contains 19909 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7350 members 
Mstep: Class 67 contains 12298 members 
Mstep: Class 68 contains 23721 members 
Mstep: Class 69 contains 21184 members 
Mstep: Class 70 contains 344 members 
Mstep: Class 71 contains 33042 members 
Mstep: Class 72 contains 24266 members 
Mstep: Class 73 contains 32042 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171704.000000 Penalty: 43339.421875
Iteration 219Q: 73 clusters Score -4.21717e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 14368 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6340 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2603 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48386 members 
Mstep: Class 14 contains 18443 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 17740 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 21536 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 10456 members 
Mstep: Class 29 contains 1878 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 1174 members 
Mstep: Class 33 contains 22114 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9871 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1803 members 
Mstep: Class 38 contains 15169 members 
Mstep: Class 39 contains 1329 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 15637 members 
Mstep: Class 43 contains 6201 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16968 members 
Mstep: Class 47 contains 8543 members 
Mstep: Class 48 contains 2177 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1711 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6915 members 
Mstep: Class 57 contains 6500 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 18047 members 
Mstep: Class 61 contains 27373 members 
Mstep: Class 62 contains 28613 members 
Mstep: Class 63 contains 20077 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7253 members 
Mstep: Class 67 contains 12291 members 
Mstep: Class 68 contains 23697 members 
Mstep: Class 69 contains 21401 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32973 members 
Mstep: Class 72 contains 24327 members 
Mstep: Class 73 contains 32161 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171632.000000 Penalty: 43339.421875
Iteration 220F: 73 clusters Score -4.217163e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 14372 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48397 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1025 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 17775 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6318 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 21521 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 10466 members 
Mstep: Class 29 contains 1881 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 22130 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1778 members 
Mstep: Class 38 contains 15226 members 
Mstep: Class 39 contains 1329 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 16222 members 
Mstep: Class 43 contains 6233 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16676 members 
Mstep: Class 47 contains 8139 members 
Mstep: Class 48 contains 2171 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1714 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6759 members 
Mstep: Class 57 contains 6290 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17970 members 
Mstep: Class 61 contains 27738 members 
Mstep: Class 62 contains 28552 members 
Mstep: Class 63 contains 20232 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7177 members 
Mstep: Class 67 contains 12276 members 
Mstep: Class 68 contains 23673 members 
Mstep: Class 69 contains 21626 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32893 members 
Mstep: Class 72 contains 24371 members 
Mstep: Class 73 contains 32266 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171444.000000 Penalty: 43339.421875
Iteration 221Q: 73 clusters Score -4.217144e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6341 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 2618 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48398 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 21501 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 10475 members 
Mstep: Class 29 contains 1883 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 1168 members 
Mstep: Class 33 contains 22161 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9487 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1749 members 
Mstep: Class 38 contains 15274 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 16848 members 
Mstep: Class 43 contains 6260 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16421 members 
Mstep: Class 47 contains 7677 members 
Mstep: Class 48 contains 2166 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6607 members 
Mstep: Class 57 contains 6097 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17902 members 
Mstep: Class 61 contains 28050 members 
Mstep: Class 62 contains 28487 members 
Mstep: Class 63 contains 20389 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7155 members 
Mstep: Class 67 contains 12301 members 
Mstep: Class 68 contains 23661 members 
Mstep: Class 69 contains 21842 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32831 members 
Mstep: Class 72 contains 24362 members 
Mstep: Class 73 contains 32345 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171344.000000 Penalty: 43339.421875
Iteration 222Q: 73 clusters Score -4.217134e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 14377 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48397 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 21379 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10488 members 
Mstep: Class 29 contains 1885 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1165 members 
Mstep: Class 33 contains 22191 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9345 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1728 members 
Mstep: Class 38 contains 15332 members 
Mstep: Class 39 contains 1327 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 17557 members 
Mstep: Class 43 contains 6277 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16162 members 
Mstep: Class 47 contains 7267 members 
Mstep: Class 48 contains 2165 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1726 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6453 members 
Mstep: Class 57 contains 5949 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17847 members 
Mstep: Class 61 contains 28358 members 
Mstep: Class 62 contains 28409 members 
Mstep: Class 63 contains 20516 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7123 members 
Mstep: Class 67 contains 12350 members 
Mstep: Class 68 contains 23638 members 
Mstep: Class 69 contains 22028 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32745 members 
Mstep: Class 72 contains 24318 members 
Mstep: Class 73 contains 32416 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171768.000000 Penalty: 43339.421875
Iteration 223Q: 73 clusters Score -4.217177e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 14379 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2580 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48382 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 6525 members 
Mstep: Class 28 contains 10507 members 
Mstep: Class 29 contains 1887 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 1161 members 
Mstep: Class 33 contains 22211 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 9237 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1709 members 
Mstep: Class 38 contains 15360 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 18290 members 
Mstep: Class 43 contains 6300 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15905 members 
Mstep: Class 47 contains 6860 members 
Mstep: Class 48 contains 2164 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1727 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6329 members 
Mstep: Class 57 contains 5831 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17790 members 
Mstep: Class 61 contains 28696 members 
Mstep: Class 62 contains 28280 members 
Mstep: Class 63 contains 20595 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7067 members 
Mstep: Class 67 contains 12429 members 
Mstep: Class 68 contains 23637 members 
Mstep: Class 69 contains 22213 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32660 members 
Mstep: Class 72 contains 24244 members 
Mstep: Class 73 contains 32478 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171748.000000 Penalty: 43339.421875
Iteration 224Q: 73 clusters Score -4.217175e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3094 members 
Mstep: Class 5 contains 14373 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2549 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48376 members 
Mstep: Class 14 contains 18364 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 21073 members 
Mstep: Class 27 contains 6518 members 
Mstep: Class 28 contains 10538 members 
Mstep: Class 29 contains 1888 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 2804 members 
Mstep: Class 32 contains 1159 members 
Mstep: Class 33 contains 22221 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9174 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 15384 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 19079 members 
Mstep: Class 43 contains 6308 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15663 members 
Mstep: Class 47 contains 6494 members 
Mstep: Class 48 contains 2164 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 399 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6212 members 
Mstep: Class 57 contains 5712 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 29013 members 
Mstep: Class 62 contains 28192 members 
Mstep: Class 63 contains 20660 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7006 members 
Mstep: Class 67 contains 12508 members 
Mstep: Class 68 contains 23637 members 
Mstep: Class 69 contains 22379 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32566 members 
Mstep: Class 72 contains 24171 members 
Mstep: Class 73 contains 32537 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171728.000000 Penalty: 43339.421875
Iteration 225Q: 73 clusters Score -4.217173e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 14357 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6342 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48391 members 
Mstep: Class 14 contains 18377 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 17914 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6320 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 20786 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 1888 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 22228 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1665 members 
Mstep: Class 38 contains 15382 members 
Mstep: Class 39 contains 1326 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 19873 members 
Mstep: Class 43 contains 6322 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15453 members 
Mstep: Class 47 contains 6137 members 
Mstep: Class 48 contains 2163 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6104 members 
Mstep: Class 57 contains 5609 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17710 members 
Mstep: Class 61 contains 29309 members 
Mstep: Class 62 contains 28173 members 
Mstep: Class 63 contains 20726 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6975 members 
Mstep: Class 67 contains 12569 members 
Mstep: Class 68 contains 23631 members 
Mstep: Class 69 contains 22530 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32431 members 
Mstep: Class 72 contains 24096 members 
Mstep: Class 73 contains 32570 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171928.000000 Penalty: 43339.421875
Iteration 226Q: 73 clusters Score -4.217193e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 14349 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48398 members 
Mstep: Class 14 contains 18393 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6334 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1665 members 
Mstep: Class 26 contains 20547 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 10579 members 
Mstep: Class 29 contains 1889 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 1150 members 
Mstep: Class 33 contains 22237 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9124 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1645 members 
Mstep: Class 38 contains 15390 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 20602 members 
Mstep: Class 43 contains 6337 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15296 members 
Mstep: Class 47 contains 5834 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 400 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6019 members 
Mstep: Class 57 contains 5514 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17669 members 
Mstep: Class 61 contains 29567 members 
Mstep: Class 62 contains 28164 members 
Mstep: Class 63 contains 20773 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6929 members 
Mstep: Class 67 contains 12633 members 
Mstep: Class 68 contains 23624 members 
Mstep: Class 69 contains 22725 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32230 members 
Mstep: Class 72 contains 23961 members 
Mstep: Class 73 contains 32575 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171952.000000 Penalty: 43339.421875
Iteration 227Q: 73 clusters Score -4.217195e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 14352 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48405 members 
Mstep: Class 14 contains 18404 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 17962 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6342 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1666 members 
Mstep: Class 26 contains 20305 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 10604 members 
Mstep: Class 29 contains 1890 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2805 members 
Mstep: Class 32 contains 1138 members 
Mstep: Class 33 contains 22248 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9151 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1632 members 
Mstep: Class 38 contains 15353 members 
Mstep: Class 39 contains 1326 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 21334 members 
Mstep: Class 43 contains 6343 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15125 members 
Mstep: Class 47 contains 5562 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1727 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5962 members 
Mstep: Class 57 contains 5423 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17643 members 
Mstep: Class 61 contains 29818 members 
Mstep: Class 62 contains 28155 members 
Mstep: Class 63 contains 20805 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6882 members 
Mstep: Class 67 contains 12691 members 
Mstep: Class 68 contains 23621 members 
Mstep: Class 69 contains 22929 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32002 members 
Mstep: Class 72 contains 23783 members 
Mstep: Class 73 contains 32616 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172204.000000 Penalty: 43339.421875
Iteration 228Q: 73 clusters Score -4.21722e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 14346 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48406 members 
Mstep: Class 14 contains 18418 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2699 members 
Mstep: Class 20 contains 17980 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 20093 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 10633 members 
Mstep: Class 29 contains 1892 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2807 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 22269 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9190 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1613 members 
Mstep: Class 38 contains 15342 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 21971 members 
Mstep: Class 43 contains 6346 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14977 members 
Mstep: Class 47 contains 5331 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1727 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5892 members 
Mstep: Class 57 contains 5350 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17620 members 
Mstep: Class 61 contains 30013 members 
Mstep: Class 62 contains 28060 members 
Mstep: Class 63 contains 20837 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6864 members 
Mstep: Class 67 contains 12751 members 
Mstep: Class 68 contains 23606 members 
Mstep: Class 69 contains 23108 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 31871 members 
Mstep: Class 72 contains 23603 members 
Mstep: Class 73 contains 32655 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172520.000000 Penalty: 43339.421875
Iteration 229Q: 73 clusters Score -4.217252e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 14332 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6346 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2262 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48392 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 17995 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 19872 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 10672 members 
Mstep: Class 29 contains 1894 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2812 members 
Mstep: Class 32 contains 1124 members 
Mstep: Class 33 contains 22289 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9232 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1589 members 
Mstep: Class 38 contains 15341 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22466 members 
Mstep: Class 43 contains 6349 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14814 members 
Mstep: Class 47 contains 5169 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1727 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5829 members 
Mstep: Class 57 contains 5296 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17595 members 
Mstep: Class 61 contains 30176 members 
Mstep: Class 62 contains 27949 members 
Mstep: Class 63 contains 20889 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6874 members 
Mstep: Class 67 contains 12805 members 
Mstep: Class 68 contains 23598 members 
Mstep: Class 69 contains 23261 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 31832 members 
Mstep: Class 72 contains 23448 members 
Mstep: Class 73 contains 32680 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172844.000000 Penalty: 43339.421875
Iteration 230Q: 73 clusters Score -4.217284e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6347 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48378 members 
Mstep: Class 14 contains 18439 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 18016 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 19693 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 10692 members 
Mstep: Class 29 contains 1895 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 1123 members 
Mstep: Class 33 contains 22313 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9284 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1557 members 
Mstep: Class 38 contains 15346 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22804 members 
Mstep: Class 43 contains 6346 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14644 members 
Mstep: Class 47 contains 5086 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5786 members 
Mstep: Class 57 contains 5255 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17588 members 
Mstep: Class 61 contains 30324 members 
Mstep: Class 62 contains 27805 members 
Mstep: Class 63 contains 20925 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6884 members 
Mstep: Class 67 contains 12863 members 
Mstep: Class 68 contains 23599 members 
Mstep: Class 69 contains 23381 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 31883 members 
Mstep: Class 72 contains 23295 members 
Mstep: Class 73 contains 32698 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173040.000000 Penalty: 43339.421875
Iteration 231Q: 73 clusters Score -4.217304e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 14310 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6347 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48373 members 
Mstep: Class 14 contains 18434 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 18029 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1668 members 
Mstep: Class 26 contains 19436 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 1125 members 
Mstep: Class 33 contains 22345 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9329 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1535 members 
Mstep: Class 38 contains 15327 members 
Mstep: Class 39 contains 1322 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23147 members 
Mstep: Class 43 contains 6347 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14515 members 
Mstep: Class 47 contains 4993 members 
Mstep: Class 48 contains 2162 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1727 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5734 members 
Mstep: Class 57 contains 5195 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17581 members 
Mstep: Class 61 contains 30429 members 
Mstep: Class 62 contains 27709 members 
Mstep: Class 63 contains 20954 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6916 members 
Mstep: Class 67 contains 12942 members 
Mstep: Class 68 contains 23597 members 
Mstep: Class 69 contains 23501 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 31980 members 
Mstep: Class 72 contains 23148 members 
Mstep: Class 73 contains 32728 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173056.000000 Penalty: 43339.421875
Iteration 232Q: 73 clusters Score -4.217306e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 14306 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48367 members 
Mstep: Class 14 contains 18444 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 18041 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 6609 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 19210 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 10744 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 22372 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9383 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1510 members 
Mstep: Class 38 contains 15330 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23398 members 
Mstep: Class 43 contains 6347 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14396 members 
Mstep: Class 47 contains 4909 members 
Mstep: Class 48 contains 2161 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1726 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5664 members 
Mstep: Class 57 contains 5125 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17562 members 
Mstep: Class 61 contains 30521 members 
Mstep: Class 62 contains 27616 members 
Mstep: Class 63 contains 20982 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 6956 members 
Mstep: Class 67 contains 13004 members 
Mstep: Class 68 contains 23593 members 
Mstep: Class 69 contains 23632 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32120 members 
Mstep: Class 72 contains 23000 members 
Mstep: Class 73 contains 32762 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173236.000000 Penalty: 43339.421875
Iteration 233Q: 73 clusters Score -4.217324e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 14295 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48362 members 
Mstep: Class 14 contains 18430 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 18059 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1677 members 
Mstep: Class 26 contains 19009 members 
Mstep: Class 27 contains 6511 members 
Mstep: Class 28 contains 10757 members 
Mstep: Class 29 contains 1896 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 1125 members 
Mstep: Class 33 contains 22401 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9411 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1496 members 
Mstep: Class 38 contains 15362 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23670 members 
Mstep: Class 43 contains 6349 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14292 members 
Mstep: Class 47 contains 4860 members 
Mstep: Class 48 contains 2160 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5584 members 
Mstep: Class 57 contains 5061 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17523 members 
Mstep: Class 61 contains 30617 members 
Mstep: Class 62 contains 27455 members 
Mstep: Class 63 contains 21007 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7004 members 
Mstep: Class 67 contains 13044 members 
Mstep: Class 68 contains 23598 members 
Mstep: Class 69 contains 23704 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32258 members 
Mstep: Class 72 contains 22940 members 
Mstep: Class 73 contains 32778 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173224.000000 Penalty: 43339.421875
Iteration 234Q: 73 clusters Score -4.217322e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14276 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6349 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 2132 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 18080 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 18843 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 10776 members 
Mstep: Class 29 contains 1897 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 22442 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9471 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1469 members 
Mstep: Class 38 contains 15391 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23893 members 
Mstep: Class 43 contains 6355 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14205 members 
Mstep: Class 47 contains 4861 members 
Mstep: Class 48 contains 2157 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5501 members 
Mstep: Class 57 contains 5001 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17479 members 
Mstep: Class 61 contains 30699 members 
Mstep: Class 62 contains 27229 members 
Mstep: Class 63 contains 21040 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7040 members 
Mstep: Class 67 contains 13077 members 
Mstep: Class 68 contains 23590 members 
Mstep: Class 69 contains 23737 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32418 members 
Mstep: Class 72 contains 22895 members 
Mstep: Class 73 contains 32804 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173084.000000 Penalty: 43339.421875
Iteration 235Q: 73 clusters Score -4.217308e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14264 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48349 members 
Mstep: Class 14 contains 18450 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 18095 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 18621 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10817 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3079 members 
Mstep: Class 31 contains 2818 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 22479 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9512 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1443 members 
Mstep: Class 38 contains 15411 members 
Mstep: Class 39 contains 1322 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24072 members 
Mstep: Class 43 contains 6352 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14123 members 
Mstep: Class 47 contains 4903 members 
Mstep: Class 48 contains 2157 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1719 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5410 members 
Mstep: Class 57 contains 4949 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17446 members 
Mstep: Class 61 contains 30753 members 
Mstep: Class 62 contains 26984 members 
Mstep: Class 63 contains 21054 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7074 members 
Mstep: Class 67 contains 13098 members 
Mstep: Class 68 contains 23578 members 
Mstep: Class 69 contains 23777 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32625 members 
Mstep: Class 72 contains 22886 members 
Mstep: Class 73 contains 32851 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173040.000000 Penalty: 43339.421875
Iteration 236Q: 73 clusters Score -4.217304e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 14258 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48343 members 
Mstep: Class 14 contains 18476 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 18108 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6386 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 18456 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10849 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2819 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 22498 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9545 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1421 members 
Mstep: Class 38 contains 15452 members 
Mstep: Class 39 contains 1325 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24146 members 
Mstep: Class 43 contains 6346 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 14013 members 
Mstep: Class 47 contains 4939 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1719 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5322 members 
Mstep: Class 57 contains 4895 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17397 members 
Mstep: Class 61 contains 30840 members 
Mstep: Class 62 contains 26785 members 
Mstep: Class 63 contains 21056 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7104 members 
Mstep: Class 67 contains 13109 members 
Mstep: Class 68 contains 23582 members 
Mstep: Class 69 contains 23821 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 32855 members 
Mstep: Class 72 contains 22878 members 
Mstep: Class 73 contains 32903 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173156.000000 Penalty: 43339.421875
Iteration 237Q: 73 clusters Score -4.217316e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 14246 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48351 members 
Mstep: Class 14 contains 18504 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 18251 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10894 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2820 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 22517 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1402 members 
Mstep: Class 38 contains 15479 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24191 members 
Mstep: Class 43 contains 6344 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13916 members 
Mstep: Class 47 contains 5011 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1721 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5225 members 
Mstep: Class 57 contains 4852 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17349 members 
Mstep: Class 61 contains 30897 members 
Mstep: Class 62 contains 26599 members 
Mstep: Class 63 contains 21069 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7148 members 
Mstep: Class 67 contains 13121 members 
Mstep: Class 68 contains 23592 members 
Mstep: Class 69 contains 23853 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33112 members 
Mstep: Class 72 contains 22846 members 
Mstep: Class 73 contains 32958 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173128.000000 Penalty: 43339.421875
Iteration 238Q: 73 clusters Score -4.217313e+07 nChanged 1338
Entering ConstructFrom: 
Score: -42173128.000000 Penalty: 43339.421875
Entering ConstructFrom: 
Trying to split cluster 1 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -13480.233398 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -13480.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -13020.509766 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -13020.51 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13243.249023 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -13243.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -13335.858398 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -13335.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13382.044922 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -13382.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13408.209961 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -13408.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13419.986328 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -13419.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13426.734375 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -13426.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13427.258789 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -13427.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13428.296875 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -13428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13428.434570 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -13428.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13428.434570 Penalty: 555.536194
	Iteration 10F: 3 clusters Score -13428.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 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 259 members 
Entering Unmasked Estep 
Score: -28705.042969 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28705.04 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28921.619141 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28921.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28958.117188 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28958.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -28978.156250 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -28978.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28998.716797 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -28998.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29027.445312 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29027.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29047.003906 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29053.326172 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29053.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29056.054688 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29056.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29060.070312 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29060.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29061.818359 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29061.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -29062.566406 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29062.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29063.267578 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29063.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29063.267578 Penalty: 572.364136
	Iteration 13F: 3 clusters Score -29063.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -6459.781250 Penalty: 265.083008
	Iteration 0F: 2 clusters Score -6459.781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6131.461914 Penalty: 530.166016
	Iteration 0F: 3 clusters Score -6131.462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6327.026855 Penalty: 530.166016
	Iteration 1F: 3 clusters Score -6327.027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6379.831543 Penalty: 530.166016
	Iteration 2F: 3 clusters Score -6379.832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6405.788574 Penalty: 530.166016
	Iteration 3F: 3 clusters Score -6405.789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6419.748047 Penalty: 530.166016
	Iteration 4Q: 3 clusters Score -6419.748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6427.743652 Penalty: 530.166016
	Iteration 5Q: 3 clusters Score -6427.744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6432.306152 Penalty: 530.166016
	Iteration 6Q: 3 clusters Score -6432.306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6434.767090 Penalty: 530.166016
	Iteration 7Q: 3 clusters Score -6434.767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6437.908203 Penalty: 530.166016
	Iteration 8Q: 3 clusters Score -6437.908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6439.662109 Penalty: 530.166016
	Iteration 9Q: 3 clusters Score -6439.662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6442.022461 Penalty: 530.166016
	Iteration 10Q: 3 clusters Score -6442.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -6442.022461 Penalty: 530.166016
	Iteration 11F: 3 clusters Score -6442.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -229348.015625 Penalty: 365.487183
	Iteration 0F: 2 clusters Score -229348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -227193.531250 Penalty: 730.974365
	Iteration 0F: 3 clusters Score -227193.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -227969.890625 Penalty: 730.974365
	Iteration 1F: 3 clusters Score -227969.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -228065.343750 Penalty: 730.974365
	Iteration 2F: 3 clusters Score -228065.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -228168.531250 Penalty: 730.974365
	Iteration 3F: 3 clusters Score -228168.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -228281.843750 Penalty: 730.974365
	Iteration 4F: 3 clusters Score -228281.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -228397.843750 Penalty: 730.974365
	Iteration 5F: 3 clusters Score -228397.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -228560.750000 Penalty: 730.974365
	Iteration 6F: 3 clusters Score -228560.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -228706.015625 Penalty: 730.974365
	Iteration 7Q: 3 clusters Score -228706 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -228800.937500 Penalty: 730.974365
	Iteration 8Q: 3 clusters Score -228800.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -228849.015625 Penalty: 730.974365
	Iteration 9Q: 3 clusters Score -228849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -228882.953125 Penalty: 730.974365
	Iteration 10Q: 3 clusters Score -228883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -228913.046875 Penalty: 730.974365
	Iteration 11Q: 3 clusters Score -228913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -228934.812500 Penalty: 730.974365
	Iteration 12Q: 3 clusters Score -228934.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -228946.671875 Penalty: 730.974365
	Iteration 13Q: 3 clusters Score -228946.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -228958.218750 Penalty: 730.974365
	Iteration 14Q: 3 clusters Score -228958.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -228966.906250 Penalty: 730.974365
	Iteration 15Q: 3 clusters Score -228966.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -228972.500000 Penalty: 730.974365
	Iteration 16Q: 3 clusters Score -228972.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -228980.296875 Penalty: 730.974365
	Iteration 17Q: 3 clusters Score -228980.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -228984.968750 Penalty: 730.974365
	Iteration 18Q: 3 clusters Score -228985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -228989.421875 Penalty: 730.974365
	Iteration 19Q: 3 clusters Score -228989.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -228998.484375 Penalty: 730.974365
	Iteration 20F: 3 clusters Score -228998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -229006.546875 Penalty: 730.974365
	Iteration 21Q: 3 clusters Score -229006.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -229009.968750 Penalty: 730.974365
	Iteration 22Q: 3 clusters Score -229010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -229012.109375 Penalty: 730.974365
	Iteration 23Q: 3 clusters Score -229012.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -229013.453125 Penalty: 730.974365
	Iteration 24Q: 3 clusters Score -229013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -229015.156250 Penalty: 730.974365
	Iteration 25Q: 3 clusters Score -229015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -229018.578125 Penalty: 730.974365
	Iteration 26Q: 3 clusters Score -229018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -229026.953125 Penalty: 730.974365
	Iteration 27Q: 3 clusters Score -229027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -229038.062500 Penalty: 730.974365
	Iteration 28Q: 3 clusters Score -229038.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -229048.375000 Penalty: 730.974365
	Iteration 29Q: 3 clusters Score -229048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -229053.953125 Penalty: 730.974365
	Iteration 30Q: 3 clusters Score -229054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -229059.765625 Penalty: 730.974365
	Iteration 31Q: 3 clusters Score -229059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -229061.359375 Penalty: 730.974365
	Iteration 32Q: 3 clusters Score -229061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -229062.109375 Penalty: 730.974365
	Iteration 33Q: 3 clusters Score -229062.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -229062.125000 Penalty: 730.974365
	Iteration 34Q: 3 clusters Score -229062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -229062.125000 Penalty: 730.974365
	Iteration 35F: 3 clusters Score -229062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Entering Unmasked Estep 
Score: -1138950.875000 Penalty: 435.150146
	Iteration 0F: 2 clusters Score -1138951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1129409.875000 Penalty: 870.300293
	Iteration 0F: 3 clusters Score -1129410 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1133211.750000 Penalty: 870.300293
	Iteration 1F: 3 clusters Score -1133212 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1133363.750000 Penalty: 870.300293
	Iteration 2Q: 3 clusters Score -1133364 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1133544.250000 Penalty: 870.300293
	Iteration 3Q: 3 clusters Score -1133544 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1133779.000000 Penalty: 870.300293
	Iteration 4Q: 3 clusters Score -1133779 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1134112.375000 Penalty: 870.300293
	Iteration 5Q: 3 clusters Score -1134112 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1134662.250000 Penalty: 870.300293
	Iteration 6F: 3 clusters Score -1134662 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1135432.000000 Penalty: 870.300293
	Iteration 7F: 3 clusters Score -1135432 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1136207.750000 Penalty: 870.300293
	Iteration 8F: 3 clusters Score -1136208 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1136652.500000 Penalty: 870.300293
	Iteration 9Q: 3 clusters Score -1136652 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1136840.625000 Penalty: 870.300293
	Iteration 10Q: 3 clusters Score -1136841 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1136951.375000 Penalty: 870.300293
	Iteration 11Q: 3 clusters Score -1136951 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1137062.125000 Penalty: 870.300293
	Iteration 12Q: 3 clusters Score -1137062 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1137140.750000 Penalty: 870.300293
	Iteration 13Q: 3 clusters Score -1137141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1137218.750000 Penalty: 870.300293
	Iteration 14Q: 3 clusters Score -1137219 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1137288.000000 Penalty: 870.300293
	Iteration 15Q: 3 clusters Score -1137288 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1137360.250000 Penalty: 870.300293
	Iteration 16Q: 3 clusters Score -1137360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1137428.625000 Penalty: 870.300293
	Iteration 17Q: 3 clusters Score -1137429 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1137482.750000 Penalty: 870.300293
	Iteration 18Q: 3 clusters Score -1137483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1137546.375000 Penalty: 870.300293
	Iteration 19Q: 3 clusters Score -1137546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1137596.375000 Penalty: 870.300293
	Iteration 20F: 3 clusters Score -1137596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1137637.250000 Penalty: 870.300293
	Iteration 21Q: 3 clusters Score -1137637 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1137684.375000 Penalty: 870.300293
	Iteration 22Q: 3 clusters Score -1137684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1137730.125000 Penalty: 870.300293
	Iteration 23Q: 3 clusters Score -1137730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1137781.125000 Penalty: 870.300293
	Iteration 24Q: 3 clusters Score -1137781 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1137832.375000 Penalty: 870.300293
	Iteration 25Q: 3 clusters Score -1137832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1137877.125000 Penalty: 870.300293
	Iteration 26Q: 3 clusters Score -1137877 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1137912.000000 Penalty: 870.300293
	Iteration 27Q: 3 clusters Score -1137912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1137946.000000 Penalty: 870.300293
	Iteration 28Q: 3 clusters Score -1137946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1137978.875000 Penalty: 870.300293
	Iteration 29Q: 3 clusters Score -1137979 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1138015.000000 Penalty: 870.300293
	Iteration 30Q: 3 clusters Score -1138015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1138043.625000 Penalty: 870.300293
	Iteration 31Q: 3 clusters Score -1138044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1138070.375000 Penalty: 870.300293
	Iteration 32Q: 3 clusters Score -1138070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1138092.750000 Penalty: 870.300293
	Iteration 33Q: 3 clusters Score -1138093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1138131.125000 Penalty: 870.300293
	Iteration 34Q: 3 clusters Score -1138131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1138160.000000 Penalty: 870.300293
	Iteration 35Q: 3 clusters Score -1138160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1138183.625000 Penalty: 870.300293
	Iteration 36Q: 3 clusters Score -1138184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1138196.750000 Penalty: 870.300293
	Iteration 37Q: 3 clusters Score -1138197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1138204.750000 Penalty: 870.300293
	Iteration 38Q: 3 clusters Score -1138205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1138215.375000 Penalty: 870.300293
	Iteration 39Q: 3 clusters Score -1138215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1138228.250000 Penalty: 870.300293
	Iteration 40F: 3 clusters Score -1138228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1138237.625000 Penalty: 870.300293
	Iteration 41Q: 3 clusters Score -1138238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1138245.500000 Penalty: 870.300293
	Iteration 42Q: 3 clusters Score -1138246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1138253.875000 Penalty: 870.300293
	Iteration 43Q: 3 clusters Score -1138254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1138259.750000 Penalty: 870.300293
	Iteration 44Q: 3 clusters Score -1138260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1138269.750000 Penalty: 870.300293
	Iteration 45Q: 3 clusters Score -1138270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1138277.875000 Penalty: 870.300293
	Iteration 46Q: 3 clusters Score -1138278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1138287.500000 Penalty: 870.300293
	Iteration 47Q: 3 clusters Score -1138288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1138297.750000 Penalty: 870.300293
	Iteration 48Q: 3 clusters Score -1138298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1138308.250000 Penalty: 870.300293
	Iteration 49Q: 3 clusters Score -1138308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1138309.750000 Penalty: 870.300293
	Iteration 50Q: 3 clusters Score -1138310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1138318.625000 Penalty: 870.300293
	Iteration 51Q: 3 clusters Score -1138319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1138322.125000 Penalty: 870.300293
	Iteration 52Q: 3 clusters Score -1138322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1138326.750000 Penalty: 870.300293
	Iteration 53Q: 3 clusters Score -1138327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1138333.000000 Penalty: 870.300293
	Iteration 54Q: 3 clusters Score -1138333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1138332.250000 Penalty: 870.300293
	Iteration 55Q: 3 clusters Score -1138332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1138340.875000 Penalty: 870.300293
	Iteration 56Q: 3 clusters Score -1138341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1138345.750000 Penalty: 870.300293
	Iteration 57Q: 3 clusters Score -1138346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1138349.750000 Penalty: 870.300293
	Iteration 58Q: 3 clusters Score -1138350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1138350.250000 Penalty: 870.300293
	Iteration 59Q: 3 clusters Score -1138350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1138356.250000 Penalty: 870.300293
	Iteration 60F: 3 clusters Score -1138356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1138359.500000 Penalty: 870.300293
	Iteration 61Q: 3 clusters Score -1138360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1138363.250000 Penalty: 870.300293
	Iteration 62Q: 3 clusters Score -1138363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1138365.500000 Penalty: 870.300293
	Iteration 63Q: 3 clusters Score -1138366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1138364.750000 Penalty: 870.300293
	Iteration 64Q: 3 clusters Score -1138365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1138371.000000 Penalty: 870.300293
	Iteration 65Q: 3 clusters Score -1138371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1138376.750000 Penalty: 870.300293
	Iteration 66Q: 3 clusters Score -1138377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1138388.000000 Penalty: 870.300293
	Iteration 67Q: 3 clusters Score -1138388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1138391.750000 Penalty: 870.300293
	Iteration 68Q: 3 clusters Score -1138392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1138396.125000 Penalty: 870.300293
	Iteration 69Q: 3 clusters Score -1138396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1138400.250000 Penalty: 870.300293
	Iteration 70Q: 3 clusters Score -1138400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1138408.250000 Penalty: 870.300293
	Iteration 71Q: 3 clusters Score -1138408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1138414.375000 Penalty: 870.300293
	Iteration 72Q: 3 clusters Score -1138414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1138418.500000 Penalty: 870.300293
	Iteration 73Q: 3 clusters Score -1138418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1138423.625000 Penalty: 870.300293
	Iteration 74Q: 3 clusters Score -1138424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1138428.375000 Penalty: 870.300293
	Iteration 75Q: 3 clusters Score -1138428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1138431.500000 Penalty: 870.300293
	Iteration 76Q: 3 clusters Score -1138432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1138430.750000 Penalty: 870.300293
	Iteration 77Q: 3 clusters Score -1138431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1138431.875000 Penalty: 870.300293
	Iteration 78Q: 3 clusters Score -1138432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1138431.625000 Penalty: 870.300293
	Iteration 79Q: 3 clusters Score -1138432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1138436.625000 Penalty: 870.300293
	Iteration 80F: 3 clusters Score -1138437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1138435.750000 Penalty: 870.300293
	Iteration 81Q: 3 clusters Score -1138436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1138436.500000 Penalty: 870.300293
	Iteration 82Q: 3 clusters Score -1138436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1138437.125000 Penalty: 870.300293
	Iteration 83Q: 3 clusters Score -1138437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1138436.375000 Penalty: 870.300293
	Iteration 84Q: 3 clusters Score -1138436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1138437.500000 Penalty: 870.300293
	Iteration 85Q: 3 clusters Score -1138438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1138437.500000 Penalty: 870.300293
	Iteration 86Q: 3 clusters Score -1138438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1138439.500000 Penalty: 870.300293
	Iteration 87Q: 3 clusters Score -1138440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1138441.500000 Penalty: 870.300293
	Iteration 88Q: 3 clusters Score -1138442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1138442.125000 Penalty: 870.300293
	Iteration 89Q: 3 clusters Score -1138442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1138444.750000 Penalty: 870.300293
	Iteration 90Q: 3 clusters Score -1138445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1138445.500000 Penalty: 870.300293
	Iteration 91Q: 3 clusters Score -1138446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1138449.625000 Penalty: 870.300293
	Iteration 92Q: 3 clusters Score -1138450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1138451.125000 Penalty: 870.300293
	Iteration 93Q: 3 clusters Score -1138451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1138450.625000 Penalty: 870.300293
	Iteration 94Q: 3 clusters Score -1138451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1138451.250000 Penalty: 870.300293
	Iteration 95Q: 3 clusters Score -1138451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1138451.250000 Penalty: 870.300293
	Iteration 96Q: 3 clusters Score -1138451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1138450.125000 Penalty: 870.300293
	Iteration 97Q: 3 clusters Score -1138450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1138452.250000 Penalty: 870.300293
	Iteration 98Q: 3 clusters Score -1138452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1138452.625000 Penalty: 870.300293
	Iteration 99Q: 3 clusters Score -1138453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1138451.500000 Penalty: 870.300293
	Iteration 100F: 3 clusters Score -1138452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1138451.125000 Penalty: 870.300293
	Iteration 101Q: 3 clusters Score -1138451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1138451.500000 Penalty: 870.300293
	Iteration 102Q: 3 clusters Score -1138452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1138452.500000 Penalty: 870.300293
	Iteration 103Q: 3 clusters Score -1138452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1138454.375000 Penalty: 870.300293
	Iteration 104Q: 3 clusters Score -1138454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1138454.375000 Penalty: 870.300293
	Iteration 105F: 3 clusters Score -1138454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -12747.170898 Penalty: 259.673523
	Iteration 0F: 2 clusters Score -12747.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12424.329102 Penalty: 519.347046
	Iteration 0F: 3 clusters Score -12424.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12560.324219 Penalty: 519.347046
	Iteration 1F: 3 clusters Score -12560.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12583.620117 Penalty: 519.347046
	Iteration 2F: 3 clusters Score -12583.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12587.387695 Penalty: 519.347046
	Iteration 3Q: 3 clusters Score -12587.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12593.009766 Penalty: 519.347046
	Iteration 4Q: 3 clusters Score -12593.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12597.369141 Penalty: 519.347046
	Iteration 5Q: 3 clusters Score -12597.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12601.523438 Penalty: 519.347046
	Iteration 6Q: 3 clusters Score -12601.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12602.297852 Penalty: 519.347046
	Iteration 7Q: 3 clusters Score -12602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12602.297852 Penalty: 519.347046
	Iteration 8F: 3 clusters Score -12602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -495626.500000 Penalty: 398.429047
	Iteration 0F: 2 clusters Score -495626.5 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 3173 members 
Entering Unmasked Estep 
Score: -491356.875000 Penalty: 796.858093
	Iteration 0F: 3 clusters Score -491356.9 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -492985.500000 Penalty: 796.858093
	Iteration 1F: 3 clusters Score -492985.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -493124.718750 Penalty: 796.858093
	Iteration 2F: 3 clusters Score -493124.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -493320.281250 Penalty: 796.858093
	Iteration 3F: 3 clusters Score -493320.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -493532.562500 Penalty: 796.858093
	Iteration 4F: 3 clusters Score -493532.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -493811.312500 Penalty: 796.858093
	Iteration 5F: 3 clusters Score -493811.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -494115.406250 Penalty: 796.858093
	Iteration 6F: 3 clusters Score -494115.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -494324.500000 Penalty: 796.858093
	Iteration 7F: 3 clusters Score -494324.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -494432.687500 Penalty: 796.858093
	Iteration 8Q: 3 clusters Score -494432.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -494488.031250 Penalty: 796.858093
	Iteration 9Q: 3 clusters Score -494488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -494522.531250 Penalty: 796.858093
	Iteration 10Q: 3 clusters Score -494522.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -494553.187500 Penalty: 796.858093
	Iteration 11Q: 3 clusters Score -494553.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -494572.406250 Penalty: 796.858093
	Iteration 12Q: 3 clusters Score -494572.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -494595.281250 Penalty: 796.858093
	Iteration 13Q: 3 clusters Score -494595.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -494620.718750 Penalty: 796.858093
	Iteration 14Q: 3 clusters Score -494620.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -494640.375000 Penalty: 796.858093
	Iteration 15Q: 3 clusters Score -494640.4 nChanged 63
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: -494660.156250 Penalty: 796.858093
	Iteration 16Q: 3 clusters Score -494660.2 nChanged 58
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: -494679.562500 Penalty: 796.858093
	Iteration 17Q: 3 clusters Score -494679.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -494704.687500 Penalty: 796.858093
	Iteration 18Q: 3 clusters Score -494704.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -494740.531250 Penalty: 796.858093
	Iteration 19Q: 3 clusters Score -494740.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -494779.000000 Penalty: 796.858093
	Iteration 20F: 3 clusters Score -494779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -494808.312500 Penalty: 796.858093
	Iteration 21Q: 3 clusters Score -494808.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -494838.812500 Penalty: 796.858093
	Iteration 22Q: 3 clusters Score -494838.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -494863.468750 Penalty: 796.858093
	Iteration 23Q: 3 clusters Score -494863.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -494886.187500 Penalty: 796.858093
	Iteration 24Q: 3 clusters Score -494886.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -494914.875000 Penalty: 796.858093
	Iteration 25Q: 3 clusters Score -494914.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -494945.531250 Penalty: 796.858093
	Iteration 26Q: 3 clusters Score -494945.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -494972.343750 Penalty: 796.858093
	Iteration 27Q: 3 clusters Score -494972.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -494992.031250 Penalty: 796.858093
	Iteration 28Q: 3 clusters Score -494992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -495010.562500 Penalty: 796.858093
	Iteration 29Q: 3 clusters Score -495010.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -495022.593750 Penalty: 796.858093
	Iteration 30Q: 3 clusters Score -495022.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -495033.343750 Penalty: 796.858093
	Iteration 31Q: 3 clusters Score -495033.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -495039.843750 Penalty: 796.858093
	Iteration 32Q: 3 clusters Score -495039.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -495044.625000 Penalty: 796.858093
	Iteration 33Q: 3 clusters Score -495044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -495048.062500 Penalty: 796.858093
	Iteration 34Q: 3 clusters Score -495048.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -495052.468750 Penalty: 796.858093
	Iteration 35Q: 3 clusters Score -495052.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -495053.812500 Penalty: 796.858093
	Iteration 36Q: 3 clusters Score -495053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -495058.187500 Penalty: 796.858093
	Iteration 37Q: 3 clusters Score -495058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -495061.156250 Penalty: 796.858093
	Iteration 38Q: 3 clusters Score -495061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -495063.312500 Penalty: 796.858093
	Iteration 39Q: 3 clusters Score -495063.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -495065.812500 Penalty: 796.858093
	Iteration 40F: 3 clusters Score -495065.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -495067.437500 Penalty: 796.858093
	Iteration 41Q: 3 clusters Score -495067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -495070.843750 Penalty: 796.858093
	Iteration 42Q: 3 clusters Score -495070.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -495072.750000 Penalty: 796.858093
	Iteration 43Q: 3 clusters Score -495072.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -495076.812500 Penalty: 796.858093
	Iteration 44Q: 3 clusters Score -495076.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -495080.812500 Penalty: 796.858093
	Iteration 45Q: 3 clusters Score -495080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -495087.093750 Penalty: 796.858093
	Iteration 46Q: 3 clusters Score -495087.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -495095.468750 Penalty: 796.858093
	Iteration 47Q: 3 clusters Score -495095.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -495100.187500 Penalty: 796.858093
	Iteration 48Q: 3 clusters Score -495100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -495106.593750 Penalty: 796.858093
	Iteration 49Q: 3 clusters Score -495106.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -495115.156250 Penalty: 796.858093
	Iteration 50Q: 3 clusters Score -495115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -495120.031250 Penalty: 796.858093
	Iteration 51Q: 3 clusters Score -495120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -495123.750000 Penalty: 796.858093
	Iteration 52Q: 3 clusters Score -495123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -495126.906250 Penalty: 796.858093
	Iteration 53Q: 3 clusters Score -495126.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -495127.843750 Penalty: 796.858093
	Iteration 54Q: 3 clusters Score -495127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -495129.281250 Penalty: 796.858093
	Iteration 55Q: 3 clusters Score -495129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -495132.156250 Penalty: 796.858093
	Iteration 56Q: 3 clusters Score -495132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -495134.281250 Penalty: 796.858093
	Iteration 57Q: 3 clusters Score -495134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -495135.343750 Penalty: 796.858093
	Iteration 58Q: 3 clusters Score -495135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -495136.937500 Penalty: 796.858093
	Iteration 59Q: 3 clusters Score -495136.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -495137.531250 Penalty: 796.858093
	Iteration 60F: 3 clusters Score -495137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -495139.500000 Penalty: 796.858093
	Iteration 61Q: 3 clusters Score -495139.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -495143.125000 Penalty: 796.858093
	Iteration 62Q: 3 clusters Score -495143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -495149.000000 Penalty: 796.858093
	Iteration 63Q: 3 clusters Score -495149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -495155.625000 Penalty: 796.858093
	Iteration 64Q: 3 clusters Score -495155.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -495165.437500 Penalty: 796.858093
	Iteration 65Q: 3 clusters Score -495165.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -495173.031250 Penalty: 796.858093
	Iteration 66Q: 3 clusters Score -495173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -495177.593750 Penalty: 796.858093
	Iteration 67Q: 3 clusters Score -495177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -495180.937500 Penalty: 796.858093
	Iteration 68Q: 3 clusters Score -495180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -495183.218750 Penalty: 796.858093
	Iteration 69Q: 3 clusters Score -495183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -495184.625000 Penalty: 796.858093
	Iteration 70Q: 3 clusters Score -495184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -495185.312500 Penalty: 796.858093
	Iteration 71Q: 3 clusters Score -495185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -495186.218750 Penalty: 796.858093
	Iteration 72Q: 3 clusters Score -495186.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -495188.406250 Penalty: 796.858093
	Iteration 73Q: 3 clusters Score -495188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -495192.593750 Penalty: 796.858093
	Iteration 74Q: 3 clusters Score -495192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -495193.531250 Penalty: 796.858093
	Iteration 75Q: 3 clusters Score -495193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -495195.312500 Penalty: 796.858093
	Iteration 76Q: 3 clusters Score -495195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -495195.812500 Penalty: 796.858093
	Iteration 77Q: 3 clusters Score -495195.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -495196.250000 Penalty: 796.858093
	Iteration 78Q: 3 clusters Score -495196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -495196.656250 Penalty: 796.858093
	Iteration 79Q: 3 clusters Score -495196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -495196.562500 Penalty: 796.858093
	Iteration 80F: 3 clusters Score -495196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -495196.687500 Penalty: 796.858093
	Iteration 81Q: 3 clusters Score -495196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -495197.343750 Penalty: 796.858093
	Iteration 82Q: 3 clusters Score -495197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -495197.343750 Penalty: 796.858093
	Iteration 83F: 3 clusters Score -495197.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -25023.144531 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -25023.14 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 217 members 
Entering Unmasked Estep 
Score: -24610.083984 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -24610.08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24716.787109 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -24716.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24777.470703 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -24777.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -24806.097656 Penalty: 544.308716
	Iteration 3F: 3 clusters Score -24806.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24821.796875 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -24821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24832.478516 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -24832.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24850.855469 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -24850.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24855.623047 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -24855.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24859.095703 Penalty: 544.308716
	Iteration 8Q: 3 clusters Score -24859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24863.392578 Penalty: 544.308716
	Iteration 9Q: 3 clusters Score -24863.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24864.523438 Penalty: 544.308716
	Iteration 10Q: 3 clusters Score -24864.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24864.953125 Penalty: 544.308716
	Iteration 11Q: 3 clusters Score -24864.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24865.291016 Penalty: 544.308716
	Iteration 12Q: 3 clusters Score -24865.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24869.509766 Penalty: 544.308716
	Iteration 13Q: 3 clusters Score -24869.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24878.253906 Penalty: 544.308716
	Iteration 14Q: 3 clusters Score -24878.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24885.253906 Penalty: 544.308716
	Iteration 15Q: 3 clusters Score -24885.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24889.568359 Penalty: 544.308716
	Iteration 16Q: 3 clusters Score -24889.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24893.007812 Penalty: 544.308716
	Iteration 17Q: 3 clusters Score -24893.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24896.953125 Penalty: 544.308716
	Iteration 18Q: 3 clusters Score -24896.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24902.181641 Penalty: 544.308716
	Iteration 19Q: 3 clusters Score -24902.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24909.941406 Penalty: 544.308716
	Iteration 20F: 3 clusters Score -24909.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24913.902344 Penalty: 544.308716
	Iteration 21Q: 3 clusters Score -24913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24917.421875 Penalty: 544.308716
	Iteration 22Q: 3 clusters Score -24917.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24917.730469 Penalty: 544.308716
	Iteration 23Q: 3 clusters Score -24917.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24918.187500 Penalty: 544.308716
	Iteration 24Q: 3 clusters Score -24918.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24918.187500 Penalty: 544.308716
	Iteration 25F: 3 clusters Score -24918.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -247487.031250 Penalty: 369.038086
	Iteration 0F: 2 clusters Score -247487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -245217.984375 Penalty: 738.076172
	Iteration 0F: 3 clusters Score -245218 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -246058.281250 Penalty: 738.076172
	Iteration 1F: 3 clusters Score -246058.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -246146.015625 Penalty: 738.076172
	Iteration 2F: 3 clusters Score -246146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -246223.062500 Penalty: 738.076172
	Iteration 3Q: 3 clusters Score -246223.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -246301.906250 Penalty: 738.076172
	Iteration 4Q: 3 clusters Score -246301.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -246375.062500 Penalty: 738.076172
	Iteration 5Q: 3 clusters Score -246375.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -246459.843750 Penalty: 738.076172
	Iteration 6Q: 3 clusters Score -246459.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -246576.734375 Penalty: 738.076172
	Iteration 7F: 3 clusters Score -246576.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -246711.406250 Penalty: 738.076172
	Iteration 8F: 3 clusters Score -246711.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -246875.671875 Penalty: 738.076172
	Iteration 9F: 3 clusters Score -246875.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -247018.781250 Penalty: 738.076172
	Iteration 10Q: 3 clusters Score -247018.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -247101.468750 Penalty: 738.076172
	Iteration 11Q: 3 clusters Score -247101.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -247142.312500 Penalty: 738.076172
	Iteration 12Q: 3 clusters Score -247142.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -247180.812500 Penalty: 738.076172
	Iteration 13Q: 3 clusters Score -247180.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -247207.390625 Penalty: 738.076172
	Iteration 14Q: 3 clusters Score -247207.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -247220.156250 Penalty: 738.076172
	Iteration 15Q: 3 clusters Score -247220.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -247231.906250 Penalty: 738.076172
	Iteration 16Q: 3 clusters Score -247231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -247236.765625 Penalty: 738.076172
	Iteration 17Q: 3 clusters Score -247236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -247240.593750 Penalty: 738.076172
	Iteration 18Q: 3 clusters Score -247240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -247241.296875 Penalty: 738.076172
	Iteration 19Q: 3 clusters Score -247241.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -247244.484375 Penalty: 738.076172
	Iteration 20F: 3 clusters Score -247244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -247246.421875 Penalty: 738.076172
	Iteration 21Q: 3 clusters Score -247246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -247250.906250 Penalty: 738.076172
	Iteration 22Q: 3 clusters Score -247250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -247255.468750 Penalty: 738.076172
	Iteration 23Q: 3 clusters Score -247255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -247255.468750 Penalty: 738.076172
	Iteration 24F: 3 clusters Score -247255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -164625.687500 Penalty: 351.341522
	Iteration 0F: 2 clusters Score -164625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -163026.640625 Penalty: 702.683044
	Iteration 0F: 3 clusters Score -163026.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -163586.468750 Penalty: 702.683044
	Iteration 1F: 3 clusters Score -163586.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -163667.687500 Penalty: 702.683044
	Iteration 2F: 3 clusters Score -163667.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -163717.343750 Penalty: 702.683044
	Iteration 3Q: 3 clusters Score -163717.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -163751.593750 Penalty: 702.683044
	Iteration 4Q: 3 clusters Score -163751.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163783.562500 Penalty: 702.683044
	Iteration 5Q: 3 clusters Score -163783.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163816.156250 Penalty: 702.683044
	Iteration 6Q: 3 clusters Score -163816.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163844.453125 Penalty: 702.683044
	Iteration 7Q: 3 clusters Score -163844.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -163877.234375 Penalty: 702.683044
	Iteration 8Q: 3 clusters Score -163877.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -163913.921875 Penalty: 702.683044
	Iteration 9Q: 3 clusters Score -163913.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163964.859375 Penalty: 702.683044
	Iteration 10Q: 3 clusters Score -163964.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164014.828125 Penalty: 702.683044
	Iteration 11Q: 3 clusters Score -164014.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164065.390625 Penalty: 702.683044
	Iteration 12Q: 3 clusters Score -164065.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -164091.812500 Penalty: 702.683044
	Iteration 13Q: 3 clusters Score -164091.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164119.171875 Penalty: 702.683044
	Iteration 14Q: 3 clusters Score -164119.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -164149.109375 Penalty: 702.683044
	Iteration 15Q: 3 clusters Score -164149.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -164170.718750 Penalty: 702.683044
	Iteration 16Q: 3 clusters Score -164170.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -164186.406250 Penalty: 702.683044
	Iteration 17Q: 3 clusters Score -164186.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -164202.484375 Penalty: 702.683044
	Iteration 18Q: 3 clusters Score -164202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -164219.515625 Penalty: 702.683044
	Iteration 19Q: 3 clusters Score -164219.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -164235.062500 Penalty: 702.683044
	Iteration 20F: 3 clusters Score -164235.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -164250.656250 Penalty: 702.683044
	Iteration 21Q: 3 clusters Score -164250.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -164266.937500 Penalty: 702.683044
	Iteration 22Q: 3 clusters Score -164266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -164272.796875 Penalty: 702.683044
	Iteration 23Q: 3 clusters Score -164272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -164274.250000 Penalty: 702.683044
	Iteration 24Q: 3 clusters Score -164274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -164276.625000 Penalty: 702.683044
	Iteration 25Q: 3 clusters Score -164276.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -164279.656250 Penalty: 702.683044
	Iteration 26Q: 3 clusters Score -164279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -164282.000000 Penalty: 702.683044
	Iteration 27Q: 3 clusters Score -164282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -164284.765625 Penalty: 702.683044
	Iteration 28Q: 3 clusters Score -164284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -164285.515625 Penalty: 702.683044
	Iteration 29Q: 3 clusters Score -164285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -164285.500000 Penalty: 702.683044
	Iteration 30Q: 3 clusters Score -164285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -164285.500000 Penalty: 702.683044
	Iteration 31F: 3 clusters Score -164285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -166511.812500 Penalty: 347.097565
	Iteration 0F: 2 clusters Score -166511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -165026.500000 Penalty: 694.195129
	Iteration 0F: 3 clusters Score -165026.5 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -165498.453125 Penalty: 694.195129
	Iteration 1F: 3 clusters Score -165498.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -165578.406250 Penalty: 694.195129
	Iteration 2F: 3 clusters Score -165578.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -165647.125000 Penalty: 694.195129
	Iteration 3F: 3 clusters Score -165647.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -165722.812500 Penalty: 694.195129
	Iteration 4F: 3 clusters Score -165722.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -165785.890625 Penalty: 694.195129
	Iteration 5F: 3 clusters Score -165785.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -165857.921875 Penalty: 694.195129
	Iteration 6Q: 3 clusters Score -165857.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -165928.015625 Penalty: 694.195129
	Iteration 7Q: 3 clusters Score -165928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -165998.421875 Penalty: 694.195129
	Iteration 8Q: 3 clusters Score -165998.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -166066.890625 Penalty: 694.195129
	Iteration 9Q: 3 clusters Score -166066.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -166109.500000 Penalty: 694.195129
	Iteration 10Q: 3 clusters Score -166109.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -166132.671875 Penalty: 694.195129
	Iteration 11Q: 3 clusters Score -166132.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -166147.765625 Penalty: 694.195129
	Iteration 12Q: 3 clusters Score -166147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -166164.250000 Penalty: 694.195129
	Iteration 13Q: 3 clusters Score -166164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -166179.656250 Penalty: 694.195129
	Iteration 14Q: 3 clusters Score -166179.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -166191.687500 Penalty: 694.195129
	Iteration 15Q: 3 clusters Score -166191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -166197.218750 Penalty: 694.195129
	Iteration 16Q: 3 clusters Score -166197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -166207.390625 Penalty: 694.195129
	Iteration 17Q: 3 clusters Score -166207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -166213.703125 Penalty: 694.195129
	Iteration 18Q: 3 clusters Score -166213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -166216.640625 Penalty: 694.195129
	Iteration 19Q: 3 clusters Score -166216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -166218.031250 Penalty: 694.195129
	Iteration 20F: 3 clusters Score -166218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -166219.578125 Penalty: 694.195129
	Iteration 21Q: 3 clusters Score -166219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -166222.906250 Penalty: 694.195129
	Iteration 22Q: 3 clusters Score -166222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -166227.875000 Penalty: 694.195129
	Iteration 23Q: 3 clusters Score -166227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -166231.453125 Penalty: 694.195129
	Iteration 24Q: 3 clusters Score -166231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -166232.343750 Penalty: 694.195129
	Iteration 25Q: 3 clusters Score -166232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -166233.031250 Penalty: 694.195129
	Iteration 26Q: 3 clusters Score -166233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -166233.531250 Penalty: 694.195129
	Iteration 27Q: 3 clusters Score -166233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -166233.531250 Penalty: 694.195129
	Iteration 28F: 3 clusters Score -166233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16241.025391 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16241.03 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16353.822266 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16353.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16384.646484 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16384.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -16399.527344 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16399.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16409.068359 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16409.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16413.283203 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16413.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16415.003906 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16417.039062 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16417.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16418.628906 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16418.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16419.107422 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -16419.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16420.468750 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -16420.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16420.906250 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -16420.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16421.226562 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -16421.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16423.207031 Penalty: 500.985168
	Iteration 13Q: 3 clusters Score -16423.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16423.908203 Penalty: 500.985168
	Iteration 14Q: 3 clusters Score -16423.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16423.908203 Penalty: 500.985168
	Iteration 15F: 3 clusters Score -16423.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Entering Unmasked Estep 
Score: -3692021.250000 Penalty: 490.783447
	Iteration 0F: 2 clusters Score -3692021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3661505.500000 Penalty: 981.566895
	Iteration 0F: 3 clusters Score -3661506 nChanged 23491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3676645.000000 Penalty: 981.566895
	Iteration 1F: 3 clusters Score -3676645 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3678302.000000 Penalty: 981.566895
	Iteration 2F: 3 clusters Score -3678302 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3680637.000000 Penalty: 981.566895
	Iteration 3F: 3 clusters Score -3680637 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -3683232.750000 Penalty: 981.566895
	Iteration 4F: 3 clusters Score -3683233 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3684900.500000 Penalty: 981.566895
	Iteration 5F: 3 clusters Score -3684900 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3685633.750000 Penalty: 981.566895
	Iteration 6Q: 3 clusters Score -3685634 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -3686049.500000 Penalty: 981.566895
	Iteration 7Q: 3 clusters Score -3686050 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3686348.250000 Penalty: 981.566895
	Iteration 8Q: 3 clusters Score -3686348 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -3686624.000000 Penalty: 981.566895
	Iteration 9Q: 3 clusters Score -3686624 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -3686894.000000 Penalty: 981.566895
	Iteration 10Q: 3 clusters Score -3686894 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3687112.500000 Penalty: 981.566895
	Iteration 11Q: 3 clusters Score -3687112 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -3687298.750000 Penalty: 981.566895
	Iteration 12Q: 3 clusters Score -3687299 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -3687543.750000 Penalty: 981.566895
	Iteration 13Q: 3 clusters Score -3687544 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -3687769.750000 Penalty: 981.566895
	Iteration 14Q: 3 clusters Score -3687770 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -3687970.750000 Penalty: 981.566895
	Iteration 15Q: 3 clusters Score -3687971 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -3688212.000000 Penalty: 981.566895
	Iteration 16Q: 3 clusters Score -3688212 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -3688478.750000 Penalty: 981.566895
	Iteration 17Q: 3 clusters Score -3688479 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -3688822.750000 Penalty: 981.566895
	Iteration 18Q: 3 clusters Score -3688823 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -3689096.750000 Penalty: 981.566895
	Iteration 19Q: 3 clusters Score -3689097 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -3689343.000000 Penalty: 981.566895
	Iteration 20F: 3 clusters Score -3689343 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -3689505.000000 Penalty: 981.566895
	Iteration 21Q: 3 clusters Score -3689505 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -3689698.000000 Penalty: 981.566895
	Iteration 22Q: 3 clusters Score -3689698 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -3689841.750000 Penalty: 981.566895
	Iteration 23Q: 3 clusters Score -3689842 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -3689994.750000 Penalty: 981.566895
	Iteration 24Q: 3 clusters Score -3689995 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -3690102.250000 Penalty: 981.566895
	Iteration 25Q: 3 clusters Score -3690102 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -3690193.500000 Penalty: 981.566895
	Iteration 26Q: 3 clusters Score -3690194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -3690309.500000 Penalty: 981.566895
	Iteration 27Q: 3 clusters Score -3690310 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -3690464.250000 Penalty: 981.566895
	Iteration 28Q: 3 clusters Score -3690464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -3690610.750000 Penalty: 981.566895
	Iteration 29Q: 3 clusters Score -3690611 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -3690759.750000 Penalty: 981.566895
	Iteration 30Q: 3 clusters Score -3690760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -3690920.500000 Penalty: 981.566895
	Iteration 31Q: 3 clusters Score -3690920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -3691024.750000 Penalty: 981.566895
	Iteration 32Q: 3 clusters Score -3691025 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -3691120.750000 Penalty: 981.566895
	Iteration 33Q: 3 clusters Score -3691121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -3691155.000000 Penalty: 981.566895
	Iteration 34Q: 3 clusters Score -3691155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -3691215.750000 Penalty: 981.566895
	Iteration 35Q: 3 clusters Score -3691216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -3691256.750000 Penalty: 981.566895
	Iteration 36Q: 3 clusters Score -3691257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -3691289.250000 Penalty: 981.566895
	Iteration 37Q: 3 clusters Score -3691289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -3691343.500000 Penalty: 981.566895
	Iteration 38Q: 3 clusters Score -3691344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -3691388.500000 Penalty: 981.566895
	Iteration 39Q: 3 clusters Score -3691388 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -3691420.500000 Penalty: 981.566895
	Iteration 40F: 3 clusters Score -3691420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -3691451.000000 Penalty: 981.566895
	Iteration 41Q: 3 clusters Score -3691451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -3691479.500000 Penalty: 981.566895
	Iteration 42Q: 3 clusters Score -3691480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -3691503.250000 Penalty: 981.566895
	Iteration 43Q: 3 clusters Score -3691503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -3691528.000000 Penalty: 981.566895
	Iteration 44Q: 3 clusters Score -3691528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -3691540.750000 Penalty: 981.566895
	Iteration 45Q: 3 clusters Score -3691541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -3691557.000000 Penalty: 981.566895
	Iteration 46Q: 3 clusters Score -3691557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -3691562.750000 Penalty: 981.566895
	Iteration 47Q: 3 clusters Score -3691563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -3691557.250000 Penalty: 981.566895
	Iteration 48Q: 3 clusters Score -3691557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -3691582.500000 Penalty: 981.566895
	Iteration 49Q: 3 clusters Score -3691582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -3691601.250000 Penalty: 981.566895
	Iteration 50Q: 3 clusters Score -3691601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -3691606.250000 Penalty: 981.566895
	Iteration 51Q: 3 clusters Score -3691606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -3691615.000000 Penalty: 981.566895
	Iteration 52Q: 3 clusters Score -3691615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -3691626.750000 Penalty: 981.566895
	Iteration 53Q: 3 clusters Score -3691627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -3691636.500000 Penalty: 981.566895
	Iteration 54Q: 3 clusters Score -3691636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -3691654.000000 Penalty: 981.566895
	Iteration 55Q: 3 clusters Score -3691654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -3691659.750000 Penalty: 981.566895
	Iteration 56Q: 3 clusters Score -3691660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -3691679.500000 Penalty: 981.566895
	Iteration 57Q: 3 clusters Score -3691680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -3691685.500000 Penalty: 981.566895
	Iteration 58Q: 3 clusters Score -3691686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -3691692.750000 Penalty: 981.566895
	Iteration 59Q: 3 clusters Score -3691693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -3691687.250000 Penalty: 981.566895
	Iteration 60F: 3 clusters Score -3691687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -3691693.250000 Penalty: 981.566895
	Iteration 61Q: 3 clusters Score -3691693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -3691693.500000 Penalty: 981.566895
	Iteration 62Q: 3 clusters Score -3691694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -3691692.250000 Penalty: 981.566895
	Iteration 63Q: 3 clusters Score -3691692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -3691699.250000 Penalty: 981.566895
	Iteration 64Q: 3 clusters Score -3691699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -3691701.000000 Penalty: 981.566895
	Iteration 65Q: 3 clusters Score -3691701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -3691705.250000 Penalty: 981.566895
	Iteration 66Q: 3 clusters Score -3691705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -3691697.500000 Penalty: 981.566895
	Iteration 67Q: 3 clusters Score -3691698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -3691705.000000 Penalty: 981.566895
	Iteration 68Q: 3 clusters Score -3691705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -3691701.500000 Penalty: 981.566895
	Iteration 69Q: 3 clusters Score -3691702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -3691705.250000 Penalty: 981.566895
	Iteration 70Q: 3 clusters Score -3691705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -3691707.000000 Penalty: 981.566895
	Iteration 71Q: 3 clusters Score -3691707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -3691706.500000 Penalty: 981.566895
	Iteration 72Q: 3 clusters Score -3691706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -3691706.500000 Penalty: 981.566895
	Iteration 73F: 3 clusters Score -3691706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Entering Unmasked Estep 
Score: -1494668.375000 Penalty: 447.073730
	Iteration 0F: 2 clusters Score -1494668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1482434.750000 Penalty: 894.147461
	Iteration 0F: 3 clusters Score -1482435 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1487252.000000 Penalty: 894.147461
	Iteration 1F: 3 clusters Score -1487252 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1487405.375000 Penalty: 894.147461
	Iteration 2Q: 3 clusters Score -1487405 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1487630.875000 Penalty: 894.147461
	Iteration 3Q: 3 clusters Score -1487631 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1488004.125000 Penalty: 894.147461
	Iteration 4Q: 3 clusters Score -1488004 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1488704.250000 Penalty: 894.147461
	Iteration 5F: 3 clusters Score -1488704 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1489916.375000 Penalty: 894.147461
	Iteration 6F: 3 clusters Score -1489916 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1491600.750000 Penalty: 894.147461
	Iteration 7F: 3 clusters Score -1491601 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1493167.750000 Penalty: 894.147461
	Iteration 8F: 3 clusters Score -1493168 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1493964.875000 Penalty: 894.147461
	Iteration 9Q: 3 clusters Score -1493965 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1494178.125000 Penalty: 894.147461
	Iteration 10Q: 3 clusters Score -1494178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1494237.500000 Penalty: 894.147461
	Iteration 11Q: 3 clusters Score -1494238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1494254.750000 Penalty: 894.147461
	Iteration 12Q: 3 clusters Score -1494255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1494264.125000 Penalty: 894.147461
	Iteration 13Q: 3 clusters Score -1494264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1494264.875000 Penalty: 894.147461
	Iteration 14Q: 3 clusters Score -1494265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1494270.625000 Penalty: 894.147461
	Iteration 15Q: 3 clusters Score -1494271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1494270.625000 Penalty: 894.147461
	Iteration 16F: 3 clusters Score -1494271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -59995.183594 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -59995.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59319.812500 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -59319.81 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59559.093750 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -59559.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59629.542969 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -59629.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59670.726562 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -59670.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59708.777344 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -59708.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59725.039062 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -59725.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59735.554688 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -59735.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59744.320312 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -59744.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59752.539062 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -59752.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59756.472656 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -59756.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59758.558594 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -59758.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59761.085938 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -59761.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59762.695312 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -59762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59763.246094 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -59763.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59763.246094 Penalty: 612.196289
	Iteration 14F: 3 clusters Score -59763.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -18253.800781 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -18253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -17725.570312 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -17725.57 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -17950.734375 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -17950.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18021.232422 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -18021.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18047.498047 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -18047.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18080.681641 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -18080.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18118.470703 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -18118.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18139.361328 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -18139.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18147.949219 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -18147.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18158.896484 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -18158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18168.853516 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -18168.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -18179.074219 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -18179.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -18185.732422 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -18185.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18192.251953 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -18192.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18198.058594 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -18198.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18200.888672 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -18200.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18206.718750 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -18206.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18221.203125 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -18221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -18245.435547 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -18245.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18293.427734 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -18293.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -18321.662109 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -18321.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -18328.476562 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -18328.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18353.220703 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -18353.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -18356.478516 Penalty: 572.025818
	Iteration 22Q: 3 clusters Score -18356.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18360.703125 Penalty: 572.025818
	Iteration 23Q: 3 clusters Score -18360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18362.205078 Penalty: 572.025818
	Iteration 24Q: 3 clusters Score -18362.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -18362.205078 Penalty: 572.025818
	Iteration 25F: 3 clusters Score -18362.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 365 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 30964 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 33033 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
Score: -42172772.000000 Penalty: 43941.359375
Splitting cluster 16 changes total score from -42173128.000000 to -42172772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 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 228 members 
Entering Unmasked Estep 
Score: -30259.441406 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30259.44 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30398.906250 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30398.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30443.802734 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30443.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30470.333984 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -30470.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30502.625000 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -30502.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30531.605469 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30531.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30550.939453 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30550.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30565.304688 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30572.777344 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30572.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30573.373047 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30573.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30576.521484 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30576.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30578.359375 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30578.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30582.357422 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30582.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30584.835938 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30584.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30589.023438 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -30589.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30596.060547 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -30596.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30597.433594 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -30597.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30597.900391 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -30597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30597.900391 Penalty: 557.743591
	Iteration 18F: 3 clusters Score -30597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -70407.375000 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -70407.38 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 518 members 
Entering Unmasked Estep 
Score: -69611.695312 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -69611.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69913.179688 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -69913.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -69979.000000 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -69979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -70036.195312 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -70036.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -70064.929688 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -70064.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -70088.609375 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -70088.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -70104.257812 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -70104.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -70123.398438 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -70123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -70140.914062 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -70140.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70163.023438 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -70163.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70181.710938 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -70181.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -70201.875000 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -70201.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -70213.242188 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -70213.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70223.351562 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -70223.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -70230.523438 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -70230.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -70233.117188 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -70233.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -70233.867188 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -70233.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -70233.968750 Penalty: 631.648315
	Iteration 17Q: 3 clusters Score -70233.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -70233.968750 Penalty: 631.648315
	Iteration 18F: 3 clusters Score -70233.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -206887.531250 Penalty: 359.225372
	Iteration 0F: 2 clusters Score -206887.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -205018.390625 Penalty: 718.450745
	Iteration 0F: 3 clusters Score -205018.4 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -205651.671875 Penalty: 718.450745
	Iteration 1F: 3 clusters Score -205651.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -205762.453125 Penalty: 718.450745
	Iteration 2F: 3 clusters Score -205762.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -205876.328125 Penalty: 718.450745
	Iteration 3F: 3 clusters Score -205876.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -206022.578125 Penalty: 718.450745
	Iteration 4F: 3 clusters Score -206022.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -206147.281250 Penalty: 718.450745
	Iteration 5F: 3 clusters Score -206147.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -206249.671875 Penalty: 718.450745
	Iteration 6Q: 3 clusters Score -206249.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -206319.125000 Penalty: 718.450745
	Iteration 7Q: 3 clusters Score -206319.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -206366.328125 Penalty: 718.450745
	Iteration 8Q: 3 clusters Score -206366.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -206399.156250 Penalty: 718.450745
	Iteration 9Q: 3 clusters Score -206399.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -206431.500000 Penalty: 718.450745
	Iteration 10Q: 3 clusters Score -206431.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -206458.296875 Penalty: 718.450745
	Iteration 11Q: 3 clusters Score -206458.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -206501.437500 Penalty: 718.450745
	Iteration 12Q: 3 clusters Score -206501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -206543.687500 Penalty: 718.450745
	Iteration 13Q: 3 clusters Score -206543.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -206565.812500 Penalty: 718.450745
	Iteration 14Q: 3 clusters Score -206565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -206569.531250 Penalty: 718.450745
	Iteration 15Q: 3 clusters Score -206569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -206571.687500 Penalty: 718.450745
	Iteration 16Q: 3 clusters Score -206571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -206572.468750 Penalty: 718.450745
	Iteration 17Q: 3 clusters Score -206572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -206573.296875 Penalty: 718.450745
	Iteration 18Q: 3 clusters Score -206573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -206574.562500 Penalty: 718.450745
	Iteration 19Q: 3 clusters Score -206574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -206575.312500 Penalty: 718.450745
	Iteration 20F: 3 clusters Score -206575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -206575.671875 Penalty: 718.450745
	Iteration 21Q: 3 clusters Score -206575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -206575.671875 Penalty: 718.450745
	Iteration 22F: 3 clusters Score -206575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Entering Unmasked Estep 
Score: -1436586.875000 Penalty: 446.159760
	Iteration 0F: 2 clusters Score -1436587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1424503.500000 Penalty: 892.319519
	Iteration 0F: 3 clusters Score -1424504 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1429346.000000 Penalty: 892.319519
	Iteration 1F: 3 clusters Score -1429346 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1429574.000000 Penalty: 892.319519
	Iteration 2Q: 3 clusters Score -1429574 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1429879.500000 Penalty: 892.319519
	Iteration 3Q: 3 clusters Score -1429880 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1430373.500000 Penalty: 892.319519
	Iteration 4F: 3 clusters Score -1430374 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1431265.000000 Penalty: 892.319519
	Iteration 5F: 3 clusters Score -1431265 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1432586.625000 Penalty: 892.319519
	Iteration 6F: 3 clusters Score -1432587 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1434021.375000 Penalty: 892.319519
	Iteration 7F: 3 clusters Score -1434021 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1435187.250000 Penalty: 892.319519
	Iteration 8F: 3 clusters Score -1435187 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1435789.875000 Penalty: 892.319519
	Iteration 9Q: 3 clusters Score -1435790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1436035.750000 Penalty: 892.319519
	Iteration 10Q: 3 clusters Score -1436036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1436121.375000 Penalty: 892.319519
	Iteration 11Q: 3 clusters Score -1436121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1436149.125000 Penalty: 892.319519
	Iteration 12Q: 3 clusters Score -1436149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1436166.250000 Penalty: 892.319519
	Iteration 13Q: 3 clusters Score -1436166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1436178.375000 Penalty: 892.319519
	Iteration 14Q: 3 clusters Score -1436178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1436183.125000 Penalty: 892.319519
	Iteration 15Q: 3 clusters Score -1436183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1436192.750000 Penalty: 892.319519
	Iteration 16Q: 3 clusters Score -1436193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1436196.250000 Penalty: 892.319519
	Iteration 17Q: 3 clusters Score -1436196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1436198.375000 Penalty: 892.319519
	Iteration 18Q: 3 clusters Score -1436198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1436200.750000 Penalty: 892.319519
	Iteration 19Q: 3 clusters Score -1436201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1436202.375000 Penalty: 892.319519
	Iteration 20F: 3 clusters Score -1436202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12968.881836 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12968.88 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 123 members 
Entering Unmasked Estep 
Score: -12674.825195 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12674.83 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12768.371094 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12768.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12791.755859 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12791.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12799.816406 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -12799.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12811.788086 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12811.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12816.307617 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12816.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12823.707031 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12823.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12846.637695 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12846.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12854.530273 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12854.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12856.336914 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -12856.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12864.182617 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -12864.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12866.691406 Penalty: 504.611145
	Iteration 11Q: 3 clusters Score -12866.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12866.691406 Penalty: 504.611145
	Iteration 12F: 3 clusters Score -12866.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Entering Unmasked Estep 
Score: -497529.468750 Penalty: 398.486328
	Iteration 0F: 2 clusters Score -497529.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -493342.843750 Penalty: 796.972656
	Iteration 0F: 3 clusters Score -493342.8 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -495207.093750 Penalty: 796.972656
	Iteration 1F: 3 clusters Score -495207.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -495590.593750 Penalty: 796.972656
	Iteration 2F: 3 clusters Score -495590.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -496007.968750 Penalty: 796.972656
	Iteration 3F: 3 clusters Score -496008 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -496330.375000 Penalty: 796.972656
	Iteration 4F: 3 clusters Score -496330.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -496553.718750 Penalty: 796.972656
	Iteration 5F: 3 clusters Score -496553.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -496713.000000 Penalty: 796.972656
	Iteration 6Q: 3 clusters Score -496713 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -496805.656250 Penalty: 796.972656
	Iteration 7Q: 3 clusters Score -496805.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -496897.187500 Penalty: 796.972656
	Iteration 8Q: 3 clusters Score -496897.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -496992.093750 Penalty: 796.972656
	Iteration 9Q: 3 clusters Score -496992.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -497047.875000 Penalty: 796.972656
	Iteration 10Q: 3 clusters Score -497047.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -497082.562500 Penalty: 796.972656
	Iteration 11Q: 3 clusters Score -497082.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -497118.218750 Penalty: 796.972656
	Iteration 12Q: 3 clusters Score -497118.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -497142.437500 Penalty: 796.972656
	Iteration 13Q: 3 clusters Score -497142.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -497158.406250 Penalty: 796.972656
	Iteration 14Q: 3 clusters Score -497158.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -497167.593750 Penalty: 796.972656
	Iteration 15Q: 3 clusters Score -497167.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -497180.906250 Penalty: 796.972656
	Iteration 16Q: 3 clusters Score -497180.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -497192.093750 Penalty: 796.972656
	Iteration 17Q: 3 clusters Score -497192.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -497205.312500 Penalty: 796.972656
	Iteration 18Q: 3 clusters Score -497205.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -497218.218750 Penalty: 796.972656
	Iteration 19Q: 3 clusters Score -497218.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -497227.750000 Penalty: 796.972656
	Iteration 20F: 3 clusters Score -497227.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -497232.343750 Penalty: 796.972656
	Iteration 21Q: 3 clusters Score -497232.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -497240.843750 Penalty: 796.972656
	Iteration 22Q: 3 clusters Score -497240.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -497249.187500 Penalty: 796.972656
	Iteration 23Q: 3 clusters Score -497249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -497255.843750 Penalty: 796.972656
	Iteration 24Q: 3 clusters Score -497255.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -497262.375000 Penalty: 796.972656
	Iteration 25Q: 3 clusters Score -497262.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -497266.656250 Penalty: 796.972656
	Iteration 26Q: 3 clusters Score -497266.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -497270.562500 Penalty: 796.972656
	Iteration 27Q: 3 clusters Score -497270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -497274.093750 Penalty: 796.972656
	Iteration 28Q: 3 clusters Score -497274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -497278.031250 Penalty: 796.972656
	Iteration 29Q: 3 clusters Score -497278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -497282.187500 Penalty: 796.972656
	Iteration 30Q: 3 clusters Score -497282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -497288.250000 Penalty: 796.972656
	Iteration 31Q: 3 clusters Score -497288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -497291.781250 Penalty: 796.972656
	Iteration 32Q: 3 clusters Score -497291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -497293.406250 Penalty: 796.972656
	Iteration 33Q: 3 clusters Score -497293.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -497295.312500 Penalty: 796.972656
	Iteration 34Q: 3 clusters Score -497295.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -497294.843750 Penalty: 796.972656
	Iteration 35Q: 3 clusters Score -497294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -497295.937500 Penalty: 796.972656
	Iteration 36Q: 3 clusters Score -497295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -497296.343750 Penalty: 796.972656
	Iteration 37Q: 3 clusters Score -497296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -497297.125000 Penalty: 796.972656
	Iteration 38Q: 3 clusters Score -497297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -497296.687500 Penalty: 796.972656
	Iteration 39Q: 3 clusters Score -497296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -497296.687500 Penalty: 796.972656
	Iteration 40F: 3 clusters Score -497296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -514688.781250 Penalty: 400.288452
	Iteration 0F: 2 clusters Score -514688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -510211.968750 Penalty: 800.576904
	Iteration 0F: 3 clusters Score -510212 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -511980.968750 Penalty: 800.576904
	Iteration 1F: 3 clusters Score -511981 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -512088.625000 Penalty: 800.576904
	Iteration 2Q: 3 clusters Score -512088.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -512185.500000 Penalty: 800.576904
	Iteration 3Q: 3 clusters Score -512185.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -512306.437500 Penalty: 800.576904
	Iteration 4Q: 3 clusters Score -512306.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -512447.750000 Penalty: 800.576904
	Iteration 5Q: 3 clusters Score -512447.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -512630.468750 Penalty: 800.576904
	Iteration 6Q: 3 clusters Score -512630.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -512870.031250 Penalty: 800.576904
	Iteration 7F: 3 clusters Score -512870 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -513140.531250 Penalty: 800.576904
	Iteration 8F: 3 clusters Score -513140.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -513355.937500 Penalty: 800.576904
	Iteration 9Q: 3 clusters Score -513355.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -513569.500000 Penalty: 800.576904
	Iteration 10Q: 3 clusters Score -513569.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -513753.531250 Penalty: 800.576904
	Iteration 11Q: 3 clusters Score -513753.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -513909.843750 Penalty: 800.576904
	Iteration 12Q: 3 clusters Score -513909.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -514033.906250 Penalty: 800.576904
	Iteration 13Q: 3 clusters Score -514033.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -514123.156250 Penalty: 800.576904
	Iteration 14Q: 3 clusters Score -514123.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -514193.218750 Penalty: 800.576904
	Iteration 15Q: 3 clusters Score -514193.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -514242.593750 Penalty: 800.576904
	Iteration 16Q: 3 clusters Score -514242.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -514275.906250 Penalty: 800.576904
	Iteration 17Q: 3 clusters Score -514275.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -514299.625000 Penalty: 800.576904
	Iteration 18Q: 3 clusters Score -514299.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -514318.250000 Penalty: 800.576904
	Iteration 19Q: 3 clusters Score -514318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -514330.156250 Penalty: 800.576904
	Iteration 20F: 3 clusters Score -514330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -514333.406250 Penalty: 800.576904
	Iteration 21Q: 3 clusters Score -514333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -514338.125000 Penalty: 800.576904
	Iteration 22Q: 3 clusters Score -514338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -514342.062500 Penalty: 800.576904
	Iteration 23Q: 3 clusters Score -514342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -514342.906250 Penalty: 800.576904
	Iteration 24Q: 3 clusters Score -514342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -514346.000000 Penalty: 800.576904
	Iteration 25Q: 3 clusters Score -514346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -514348.406250 Penalty: 800.576904
	Iteration 26Q: 3 clusters Score -514348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -514348.406250 Penalty: 800.576904
	Iteration 27F: 3 clusters Score -514348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -42656.812500 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42656.81 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42821.613281 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42821.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42867.765625 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42867.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42910.265625 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -42910.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42953.390625 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -42953.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43013.953125 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -43013.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43083.648438 Penalty: 591.343628
	Iteration 6F: 3 clusters Score -43083.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43118.601562 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43140.722656 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43140.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43170.941406 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43170.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43182.804688 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43182.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43186.390625 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43186.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43188.402344 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43190.628906 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43190.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43196.226562 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43196.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43201.085938 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -43201.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43204.351562 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -43204.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43206.828125 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -43206.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43208.449219 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -43208.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43208.449219 Penalty: 591.343628
	Iteration 19F: 3 clusters Score -43208.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -138790.156250 Penalty: 337.799530
	Iteration 0F: 2 clusters Score -138790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137548.312500 Penalty: 675.599060
	Iteration 0F: 3 clusters Score -137548.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137895.875000 Penalty: 675.599060
	Iteration 1F: 3 clusters Score -137895.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137947.343750 Penalty: 675.599060
	Iteration 2F: 3 clusters Score -137947.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137997.468750 Penalty: 675.599060
	Iteration 3F: 3 clusters Score -137997.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -138053.125000 Penalty: 675.599060
	Iteration 4F: 3 clusters Score -138053.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -138093.875000 Penalty: 675.599060
	Iteration 5Q: 3 clusters Score -138093.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138133.687500 Penalty: 675.599060
	Iteration 6Q: 3 clusters Score -138133.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138165.125000 Penalty: 675.599060
	Iteration 7Q: 3 clusters Score -138165.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -138207.734375 Penalty: 675.599060
	Iteration 8Q: 3 clusters Score -138207.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -138247.515625 Penalty: 675.599060
	Iteration 9Q: 3 clusters Score -138247.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138283.984375 Penalty: 675.599060
	Iteration 10Q: 3 clusters Score -138284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138312.515625 Penalty: 675.599060
	Iteration 11Q: 3 clusters Score -138312.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138327.203125 Penalty: 675.599060
	Iteration 12Q: 3 clusters Score -138327.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -138339.812500 Penalty: 675.599060
	Iteration 13Q: 3 clusters Score -138339.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138348.343750 Penalty: 675.599060
	Iteration 14Q: 3 clusters Score -138348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -138359.421875 Penalty: 675.599060
	Iteration 15Q: 3 clusters Score -138359.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -138370.343750 Penalty: 675.599060
	Iteration 16Q: 3 clusters Score -138370.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -138383.515625 Penalty: 675.599060
	Iteration 17Q: 3 clusters Score -138383.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138397.875000 Penalty: 675.599060
	Iteration 18Q: 3 clusters Score -138397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138408.984375 Penalty: 675.599060
	Iteration 19Q: 3 clusters Score -138409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -138417.015625 Penalty: 675.599060
	Iteration 20F: 3 clusters Score -138417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -138422.109375 Penalty: 675.599060
	Iteration 21Q: 3 clusters Score -138422.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138428.312500 Penalty: 675.599060
	Iteration 22Q: 3 clusters Score -138428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -138431.468750 Penalty: 675.599060
	Iteration 23Q: 3 clusters Score -138431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -138432.390625 Penalty: 675.599060
	Iteration 24Q: 3 clusters Score -138432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -138433.593750 Penalty: 675.599060
	Iteration 25Q: 3 clusters Score -138433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138435.203125 Penalty: 675.599060
	Iteration 26Q: 3 clusters Score -138435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -138436.656250 Penalty: 675.599060
	Iteration 27Q: 3 clusters Score -138436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -138437.421875 Penalty: 675.599060
	Iteration 28Q: 3 clusters Score -138437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -138437.875000 Penalty: 675.599060
	Iteration 29Q: 3 clusters Score -138437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -138439.312500 Penalty: 675.599060
	Iteration 30Q: 3 clusters Score -138439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138440.000000 Penalty: 675.599060
	Iteration 31Q: 3 clusters Score -138440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -138440.500000 Penalty: 675.599060
	Iteration 32Q: 3 clusters Score -138440.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -138440.968750 Penalty: 675.599060
	Iteration 33Q: 3 clusters Score -138441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -138440.968750 Penalty: 675.599060
	Iteration 34F: 3 clusters Score -138441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Entering Unmasked Estep 
Score: -1477427.250000 Penalty: 445.973724
	Iteration 0F: 2 clusters Score -1477427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1465373.375000 Penalty: 891.947449
	Iteration 0F: 3 clusters Score -1465373 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1470415.000000 Penalty: 891.947449
	Iteration 1F: 3 clusters Score -1470415 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1470683.625000 Penalty: 891.947449
	Iteration 2Q: 3 clusters Score -1470684 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1471072.375000 Penalty: 891.947449
	Iteration 3F: 3 clusters Score -1471072 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1471654.250000 Penalty: 891.947449
	Iteration 4F: 3 clusters Score -1471654 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1472573.375000 Penalty: 891.947449
	Iteration 5F: 3 clusters Score -1472573 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1473682.375000 Penalty: 891.947449
	Iteration 6F: 3 clusters Score -1473682 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1474632.375000 Penalty: 891.947449
	Iteration 7F: 3 clusters Score -1474632 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1475182.750000 Penalty: 891.947449
	Iteration 8Q: 3 clusters Score -1475183 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1475565.250000 Penalty: 891.947449
	Iteration 9Q: 3 clusters Score -1475565 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1475853.875000 Penalty: 891.947449
	Iteration 10Q: 3 clusters Score -1475854 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1476103.625000 Penalty: 891.947449
	Iteration 11Q: 3 clusters Score -1476104 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1476312.500000 Penalty: 891.947449
	Iteration 12Q: 3 clusters Score -1476312 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1476490.375000 Penalty: 891.947449
	Iteration 13Q: 3 clusters Score -1476490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1476641.625000 Penalty: 891.947449
	Iteration 14Q: 3 clusters Score -1476642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1476764.500000 Penalty: 891.947449
	Iteration 15Q: 3 clusters Score -1476764 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1476858.375000 Penalty: 891.947449
	Iteration 16Q: 3 clusters Score -1476858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -1476923.250000 Penalty: 891.947449
	Iteration 17Q: 3 clusters Score -1476923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1476955.250000 Penalty: 891.947449
	Iteration 18Q: 3 clusters Score -1476955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1476973.250000 Penalty: 891.947449
	Iteration 19Q: 3 clusters Score -1476973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1476982.625000 Penalty: 891.947449
	Iteration 20F: 3 clusters Score -1476983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1476988.625000 Penalty: 891.947449
	Iteration 21Q: 3 clusters Score -1476989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1476995.750000 Penalty: 891.947449
	Iteration 22Q: 3 clusters Score -1476996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1477002.625000 Penalty: 891.947449
	Iteration 23Q: 3 clusters Score -1477003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1477014.250000 Penalty: 891.947449
	Iteration 24Q: 3 clusters Score -1477014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -1477016.375000 Penalty: 891.947449
	Iteration 25Q: 3 clusters Score -1477016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1477020.500000 Penalty: 891.947449
	Iteration 26Q: 3 clusters Score -1477020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1477020.500000 Penalty: 891.947449
	Iteration 27F: 3 clusters Score -1477020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -486045.625000 Penalty: 399.525818
	Iteration 0F: 2 clusters Score -486045.6 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 3260 members 
Entering Unmasked Estep 
Score: -481685.812500 Penalty: 799.051636
	Iteration 0F: 3 clusters Score -481685.8 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -483324.625000 Penalty: 799.051636
	Iteration 1F: 3 clusters Score -483324.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -483494.781250 Penalty: 799.051636
	Iteration 2F: 3 clusters Score -483494.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -483671.156250 Penalty: 799.051636
	Iteration 3F: 3 clusters Score -483671.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -483908.218750 Penalty: 799.051636
	Iteration 4F: 3 clusters Score -483908.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -484233.218750 Penalty: 799.051636
	Iteration 5F: 3 clusters Score -484233.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -484463.906250 Penalty: 799.051636
	Iteration 6F: 3 clusters Score -484463.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -484599.500000 Penalty: 799.051636
	Iteration 7Q: 3 clusters Score -484599.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -484665.406250 Penalty: 799.051636
	Iteration 8Q: 3 clusters Score -484665.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -484695.718750 Penalty: 799.051636
	Iteration 9Q: 3 clusters Score -484695.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -484715.500000 Penalty: 799.051636
	Iteration 10Q: 3 clusters Score -484715.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -484727.343750 Penalty: 799.051636
	Iteration 11Q: 3 clusters Score -484727.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -484738.218750 Penalty: 799.051636
	Iteration 12Q: 3 clusters Score -484738.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -484748.843750 Penalty: 799.051636
	Iteration 13Q: 3 clusters Score -484748.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -484765.062500 Penalty: 799.051636
	Iteration 14Q: 3 clusters Score -484765.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -484779.062500 Penalty: 799.051636
	Iteration 15Q: 3 clusters Score -484779.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -484789.468750 Penalty: 799.051636
	Iteration 16Q: 3 clusters Score -484789.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -484798.031250 Penalty: 799.051636
	Iteration 17Q: 3 clusters Score -484798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -484808.812500 Penalty: 799.051636
	Iteration 18Q: 3 clusters Score -484808.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -484816.000000 Penalty: 799.051636
	Iteration 19Q: 3 clusters Score -484816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -484822.312500 Penalty: 799.051636
	Iteration 20F: 3 clusters Score -484822.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -484828.625000 Penalty: 799.051636
	Iteration 21Q: 3 clusters Score -484828.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -484832.031250 Penalty: 799.051636
	Iteration 22Q: 3 clusters Score -484832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -484835.000000 Penalty: 799.051636
	Iteration 23Q: 3 clusters Score -484835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -484838.875000 Penalty: 799.051636
	Iteration 24Q: 3 clusters Score -484838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -484840.656250 Penalty: 799.051636
	Iteration 25Q: 3 clusters Score -484840.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -484843.625000 Penalty: 799.051636
	Iteration 26Q: 3 clusters Score -484843.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -484846.750000 Penalty: 799.051636
	Iteration 27Q: 3 clusters Score -484846.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -484849.875000 Penalty: 799.051636
	Iteration 28Q: 3 clusters Score -484849.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -484852.875000 Penalty: 799.051636
	Iteration 29Q: 3 clusters Score -484852.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -484857.531250 Penalty: 799.051636
	Iteration 30Q: 3 clusters Score -484857.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -484863.375000 Penalty: 799.051636
	Iteration 31Q: 3 clusters Score -484863.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -484872.937500 Penalty: 799.051636
	Iteration 32Q: 3 clusters Score -484872.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -484879.437500 Penalty: 799.051636
	Iteration 33Q: 3 clusters Score -484879.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -484890.625000 Penalty: 799.051636
	Iteration 34Q: 3 clusters Score -484890.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -484901.281250 Penalty: 799.051636
	Iteration 35Q: 3 clusters Score -484901.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -484908.437500 Penalty: 799.051636
	Iteration 36Q: 3 clusters Score -484908.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -484918.437500 Penalty: 799.051636
	Iteration 37Q: 3 clusters Score -484918.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -484936.562500 Penalty: 799.051636
	Iteration 38Q: 3 clusters Score -484936.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -484955.218750 Penalty: 799.051636
	Iteration 39Q: 3 clusters Score -484955.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -484983.625000 Penalty: 799.051636
	Iteration 40F: 3 clusters Score -484983.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -485017.937500 Penalty: 799.051636
	Iteration 41Q: 3 clusters Score -485017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -485059.593750 Penalty: 799.051636
	Iteration 42Q: 3 clusters Score -485059.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -485114.593750 Penalty: 799.051636
	Iteration 43Q: 3 clusters Score -485114.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -485173.968750 Penalty: 799.051636
	Iteration 44Q: 3 clusters Score -485174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -485230.000000 Penalty: 799.051636
	Iteration 45Q: 3 clusters Score -485230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -485292.031250 Penalty: 799.051636
	Iteration 46Q: 3 clusters Score -485292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -485338.281250 Penalty: 799.051636
	Iteration 47Q: 3 clusters Score -485338.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -485396.437500 Penalty: 799.051636
	Iteration 48Q: 3 clusters Score -485396.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -485460.500000 Penalty: 799.051636
	Iteration 49Q: 3 clusters Score -485460.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -485513.062500 Penalty: 799.051636
	Iteration 50Q: 3 clusters Score -485513.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -485550.562500 Penalty: 799.051636
	Iteration 51Q: 3 clusters Score -485550.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -485582.718750 Penalty: 799.051636
	Iteration 52Q: 3 clusters Score -485582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -485604.625000 Penalty: 799.051636
	Iteration 53Q: 3 clusters Score -485604.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -485628.156250 Penalty: 799.051636
	Iteration 54Q: 3 clusters Score -485628.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -485653.250000 Penalty: 799.051636
	Iteration 55Q: 3 clusters Score -485653.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -485667.500000 Penalty: 799.051636
	Iteration 56Q: 3 clusters Score -485667.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -485673.062500 Penalty: 799.051636
	Iteration 57Q: 3 clusters Score -485673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -485675.187500 Penalty: 799.051636
	Iteration 58Q: 3 clusters Score -485675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -485677.531250 Penalty: 799.051636
	Iteration 59Q: 3 clusters Score -485677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -485678.875000 Penalty: 799.051636
	Iteration 60F: 3 clusters Score -485678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -485679.031250 Penalty: 799.051636
	Iteration 61Q: 3 clusters Score -485679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -485678.937500 Penalty: 799.051636
	Iteration 62Q: 3 clusters Score -485678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -485681.968750 Penalty: 799.051636
	Iteration 63Q: 3 clusters Score -485682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -485682.812500 Penalty: 799.051636
	Iteration 64Q: 3 clusters Score -485682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -485682.843750 Penalty: 799.051636
	Iteration 65Q: 3 clusters Score -485682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -485683.843750 Penalty: 799.051636
	Iteration 66Q: 3 clusters Score -485683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -485685.375000 Penalty: 799.051636
	Iteration 67Q: 3 clusters Score -485685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -485685.437500 Penalty: 799.051636
	Iteration 68Q: 3 clusters Score -485685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -485685.437500 Penalty: 799.051636
	Iteration 69F: 3 clusters Score -485685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Entering Unmasked Estep 
Score: -892421.062500 Penalty: 423.095825
	Iteration 0F: 2 clusters Score -892421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -885211.687500 Penalty: 846.191650
	Iteration 0F: 3 clusters Score -885211.7 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -888030.375000 Penalty: 846.191650
	Iteration 1F: 3 clusters Score -888030.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -888171.250000 Penalty: 846.191650
	Iteration 2Q: 3 clusters Score -888171.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -888324.812500 Penalty: 846.191650
	Iteration 3Q: 3 clusters Score -888324.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -888514.750000 Penalty: 846.191650
	Iteration 4Q: 3 clusters Score -888514.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -888808.875000 Penalty: 846.191650
	Iteration 5F: 3 clusters Score -888808.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -889255.312500 Penalty: 846.191650
	Iteration 6F: 3 clusters Score -889255.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -889827.000000 Penalty: 846.191650
	Iteration 7F: 3 clusters Score -889827 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -890396.687500 Penalty: 846.191650
	Iteration 8F: 3 clusters Score -890396.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -890760.375000 Penalty: 846.191650
	Iteration 9Q: 3 clusters Score -890760.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -890993.375000 Penalty: 846.191650
	Iteration 10Q: 3 clusters Score -890993.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -891163.875000 Penalty: 846.191650
	Iteration 11Q: 3 clusters Score -891163.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -891290.062500 Penalty: 846.191650
	Iteration 12Q: 3 clusters Score -891290.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -891414.375000 Penalty: 846.191650
	Iteration 13Q: 3 clusters Score -891414.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -891526.187500 Penalty: 846.191650
	Iteration 14Q: 3 clusters Score -891526.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -891625.937500 Penalty: 846.191650
	Iteration 15Q: 3 clusters Score -891625.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -891716.750000 Penalty: 846.191650
	Iteration 16Q: 3 clusters Score -891716.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -891809.625000 Penalty: 846.191650
	Iteration 17Q: 3 clusters Score -891809.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -891882.500000 Penalty: 846.191650
	Iteration 18Q: 3 clusters Score -891882.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -891925.625000 Penalty: 846.191650
	Iteration 19Q: 3 clusters Score -891925.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -891957.625000 Penalty: 846.191650
	Iteration 20F: 3 clusters Score -891957.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -891990.625000 Penalty: 846.191650
	Iteration 21Q: 3 clusters Score -891990.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -892010.562500 Penalty: 846.191650
	Iteration 22Q: 3 clusters Score -892010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -892020.750000 Penalty: 846.191650
	Iteration 23Q: 3 clusters Score -892020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -892020.687500 Penalty: 846.191650
	Iteration 24Q: 3 clusters Score -892020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -892022.000000 Penalty: 846.191650
	Iteration 25Q: 3 clusters Score -892022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -892026.437500 Penalty: 846.191650
	Iteration 26Q: 3 clusters Score -892026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -892026.625000 Penalty: 846.191650
	Iteration 27Q: 3 clusters Score -892026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -892028.437500 Penalty: 846.191650
	Iteration 28Q: 3 clusters Score -892028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -892031.187500 Penalty: 846.191650
	Iteration 29Q: 3 clusters Score -892031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -892034.937500 Penalty: 846.191650
	Iteration 30Q: 3 clusters Score -892034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -892035.812500 Penalty: 846.191650
	Iteration 31Q: 3 clusters Score -892035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -892035.812500 Penalty: 846.191650
	Iteration 32F: 3 clusters Score -892035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -147059.500000 Penalty: 343.459290
	Iteration 0F: 2 clusters Score -147059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -145684.046875 Penalty: 686.918579
	Iteration 0F: 3 clusters Score -145684 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146161.796875 Penalty: 686.918579
	Iteration 1F: 3 clusters Score -146161.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -146249.734375 Penalty: 686.918579
	Iteration 2F: 3 clusters Score -146249.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -146309.312500 Penalty: 686.918579
	Iteration 3Q: 3 clusters Score -146309.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146353.546875 Penalty: 686.918579
	Iteration 4Q: 3 clusters Score -146353.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -146393.875000 Penalty: 686.918579
	Iteration 5Q: 3 clusters Score -146393.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -146424.031250 Penalty: 686.918579
	Iteration 6Q: 3 clusters Score -146424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146469.406250 Penalty: 686.918579
	Iteration 7Q: 3 clusters Score -146469.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146529.062500 Penalty: 686.918579
	Iteration 8Q: 3 clusters Score -146529.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146576.937500 Penalty: 686.918579
	Iteration 9Q: 3 clusters Score -146576.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146623.531250 Penalty: 686.918579
	Iteration 10Q: 3 clusters Score -146623.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -146680.890625 Penalty: 686.918579
	Iteration 11Q: 3 clusters Score -146680.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -146740.265625 Penalty: 686.918579
	Iteration 12Q: 3 clusters Score -146740.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -146806.984375 Penalty: 686.918579
	Iteration 13Q: 3 clusters Score -146807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146852.843750 Penalty: 686.918579
	Iteration 14Q: 3 clusters Score -146852.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -146912.078125 Penalty: 686.918579
	Iteration 15Q: 3 clusters Score -146912.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146980.500000 Penalty: 686.918579
	Iteration 16Q: 3 clusters Score -146980.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -147029.046875 Penalty: 686.918579
	Iteration 17Q: 3 clusters Score -147029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -147063.375000 Penalty: 686.918579
	Iteration 18Q: 3 clusters Score -147063.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -147080.484375 Penalty: 686.918579
	Iteration 19Q: 3 clusters Score -147080.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -147095.062500 Penalty: 686.918579
	Iteration 20F: 3 clusters Score -147095.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147107.093750 Penalty: 686.918579
	Iteration 21Q: 3 clusters Score -147107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -147112.609375 Penalty: 686.918579
	Iteration 22Q: 3 clusters Score -147112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -147117.515625 Penalty: 686.918579
	Iteration 23Q: 3 clusters Score -147117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -147121.328125 Penalty: 686.918579
	Iteration 24Q: 3 clusters Score -147121.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -147124.359375 Penalty: 686.918579
	Iteration 25Q: 3 clusters Score -147124.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -147125.453125 Penalty: 686.918579
	Iteration 26Q: 3 clusters Score -147125.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -147128.453125 Penalty: 686.918579
	Iteration 27Q: 3 clusters Score -147128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147131.328125 Penalty: 686.918579
	Iteration 28Q: 3 clusters Score -147131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -147134.812500 Penalty: 686.918579
	Iteration 29Q: 3 clusters Score -147134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -147137.656250 Penalty: 686.918579
	Iteration 30Q: 3 clusters Score -147137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -147138.921875 Penalty: 686.918579
	Iteration 31Q: 3 clusters Score -147138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -147139.015625 Penalty: 686.918579
	Iteration 32Q: 3 clusters Score -147139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -147139.015625 Penalty: 686.918579
	Iteration 33F: 3 clusters Score -147139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 723 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 1175 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 30964 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 33033 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
Score: -42172880.000000 Penalty: 43941.359375
Splitting cluster 29 changes total score from -42173128.000000 to -42172880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -226394.484375 Penalty: 365.501923
	Iteration 0F: 2 clusters Score -226394.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -224247.218750 Penalty: 731.003845
	Iteration 0F: 3 clusters Score -224247.2 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -225061.750000 Penalty: 731.003845
	Iteration 1F: 3 clusters Score -225061.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -225187.500000 Penalty: 731.003845
	Iteration 2F: 3 clusters Score -225187.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -225328.359375 Penalty: 731.003845
	Iteration 3F: 3 clusters Score -225328.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -225479.203125 Penalty: 731.003845
	Iteration 4F: 3 clusters Score -225479.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -225617.968750 Penalty: 731.003845
	Iteration 5F: 3 clusters Score -225618 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -225743.562500 Penalty: 731.003845
	Iteration 6Q: 3 clusters Score -225743.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -225822.156250 Penalty: 731.003845
	Iteration 7Q: 3 clusters Score -225822.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -225881.125000 Penalty: 731.003845
	Iteration 8Q: 3 clusters Score -225881.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -225917.250000 Penalty: 731.003845
	Iteration 9Q: 3 clusters Score -225917.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -225945.218750 Penalty: 731.003845
	Iteration 10Q: 3 clusters Score -225945.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -225970.937500 Penalty: 731.003845
	Iteration 11Q: 3 clusters Score -225970.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -225989.921875 Penalty: 731.003845
	Iteration 12Q: 3 clusters Score -225989.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -226008.500000 Penalty: 731.003845
	Iteration 13Q: 3 clusters Score -226008.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -226026.015625 Penalty: 731.003845
	Iteration 14Q: 3 clusters Score -226026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -226040.015625 Penalty: 731.003845
	Iteration 15Q: 3 clusters Score -226040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -226046.750000 Penalty: 731.003845
	Iteration 16Q: 3 clusters Score -226046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -226051.062500 Penalty: 731.003845
	Iteration 17Q: 3 clusters Score -226051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -226053.046875 Penalty: 731.003845
	Iteration 18Q: 3 clusters Score -226053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -226056.921875 Penalty: 731.003845
	Iteration 19Q: 3 clusters Score -226056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -226059.359375 Penalty: 731.003845
	Iteration 20F: 3 clusters Score -226059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -226060.921875 Penalty: 731.003845
	Iteration 21Q: 3 clusters Score -226060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -226060.921875 Penalty: 731.003845
	Iteration 22F: 3 clusters Score -226060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -203450.062500 Penalty: 361.490509
	Iteration 0F: 2 clusters Score -203450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -201502.875000 Penalty: 722.981018
	Iteration 0F: 3 clusters Score -201502.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -202221.781250 Penalty: 722.981018
	Iteration 1F: 3 clusters Score -202221.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -202367.875000 Penalty: 722.981018
	Iteration 2F: 3 clusters Score -202367.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -202506.968750 Penalty: 722.981018
	Iteration 3F: 3 clusters Score -202507 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -202605.796875 Penalty: 722.981018
	Iteration 4F: 3 clusters Score -202605.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -202703.062500 Penalty: 722.981018
	Iteration 5F: 3 clusters Score -202703.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -202800.437500 Penalty: 722.981018
	Iteration 6Q: 3 clusters Score -202800.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -202891.281250 Penalty: 722.981018
	Iteration 7Q: 3 clusters Score -202891.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -202982.078125 Penalty: 722.981018
	Iteration 8Q: 3 clusters Score -202982.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -203042.984375 Penalty: 722.981018
	Iteration 9Q: 3 clusters Score -203043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -203082.578125 Penalty: 722.981018
	Iteration 10Q: 3 clusters Score -203082.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -203113.250000 Penalty: 722.981018
	Iteration 11Q: 3 clusters Score -203113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -203130.265625 Penalty: 722.981018
	Iteration 12Q: 3 clusters Score -203130.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -203146.937500 Penalty: 722.981018
	Iteration 13Q: 3 clusters Score -203146.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -203160.562500 Penalty: 722.981018
	Iteration 14Q: 3 clusters Score -203160.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -203172.937500 Penalty: 722.981018
	Iteration 15Q: 3 clusters Score -203172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -203182.750000 Penalty: 722.981018
	Iteration 16Q: 3 clusters Score -203182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -203190.875000 Penalty: 722.981018
	Iteration 17Q: 3 clusters Score -203190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -203193.140625 Penalty: 722.981018
	Iteration 18Q: 3 clusters Score -203193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -203193.406250 Penalty: 722.981018
	Iteration 19Q: 3 clusters Score -203193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -203193.687500 Penalty: 722.981018
	Iteration 20F: 3 clusters Score -203193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -203194.718750 Penalty: 722.981018
	Iteration 21Q: 3 clusters Score -203194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -203194.718750 Penalty: 722.981018
	Iteration 22F: 3 clusters Score -203194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -90207.742188 Penalty: 319.296539
	Iteration 0F: 2 clusters Score -90207.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -89323.835938 Penalty: 638.593079
	Iteration 0F: 3 clusters Score -89323.84 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89575.007812 Penalty: 638.593079
	Iteration 1F: 3 clusters Score -89575.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -89609.031250 Penalty: 638.593079
	Iteration 2F: 3 clusters Score -89609.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89624.562500 Penalty: 638.593079
	Iteration 3Q: 3 clusters Score -89624.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -89639.210938 Penalty: 638.593079
	Iteration 4Q: 3 clusters Score -89639.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89651.710938 Penalty: 638.593079
	Iteration 5Q: 3 clusters Score -89651.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89664.015625 Penalty: 638.593079
	Iteration 6Q: 3 clusters Score -89664.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89671.312500 Penalty: 638.593079
	Iteration 7Q: 3 clusters Score -89671.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89683.492188 Penalty: 638.593079
	Iteration 8Q: 3 clusters Score -89683.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89696.039062 Penalty: 638.593079
	Iteration 9Q: 3 clusters Score -89696.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89709.687500 Penalty: 638.593079
	Iteration 10Q: 3 clusters Score -89709.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -89722.101562 Penalty: 638.593079
	Iteration 11Q: 3 clusters Score -89722.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -89743.781250 Penalty: 638.593079
	Iteration 12Q: 3 clusters Score -89743.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -89765.382812 Penalty: 638.593079
	Iteration 13Q: 3 clusters Score -89765.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -89782.203125 Penalty: 638.593079
	Iteration 14Q: 3 clusters Score -89782.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -89800.421875 Penalty: 638.593079
	Iteration 15Q: 3 clusters Score -89800.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89834.109375 Penalty: 638.593079
	Iteration 16Q: 3 clusters Score -89834.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -89861.750000 Penalty: 638.593079
	Iteration 17Q: 3 clusters Score -89861.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -89880.148438 Penalty: 638.593079
	Iteration 18Q: 3 clusters Score -89880.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -89894.156250 Penalty: 638.593079
	Iteration 19Q: 3 clusters Score -89894.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -89906.820312 Penalty: 638.593079
	Iteration 20F: 3 clusters Score -89906.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -89913.187500 Penalty: 638.593079
	Iteration 21Q: 3 clusters Score -89913.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -89916.406250 Penalty: 638.593079
	Iteration 22Q: 3 clusters Score -89916.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -89918.585938 Penalty: 638.593079
	Iteration 23Q: 3 clusters Score -89918.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -89921.187500 Penalty: 638.593079
	Iteration 24Q: 3 clusters Score -89921.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -89927.015625 Penalty: 638.593079
	Iteration 25Q: 3 clusters Score -89927.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -89935.210938 Penalty: 638.593079
	Iteration 26Q: 3 clusters Score -89935.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -89938.695312 Penalty: 638.593079
	Iteration 27Q: 3 clusters Score -89938.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -89939.851562 Penalty: 638.593079
	Iteration 28Q: 3 clusters Score -89939.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -89939.851562 Penalty: 638.593079
	Iteration 29F: 3 clusters Score -89939.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Entering Unmasked Estep 
Score: -1785803.625000 Penalty: 456.058716
	Iteration 0F: 2 clusters Score -1785804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1770962.375000 Penalty: 912.117432
	Iteration 0F: 3 clusters Score -1770962 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1777316.750000 Penalty: 912.117432
	Iteration 1F: 3 clusters Score -1777317 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1777694.375000 Penalty: 912.117432
	Iteration 2Q: 3 clusters Score -1777694 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1778259.750000 Penalty: 912.117432
	Iteration 3F: 3 clusters Score -1778260 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1779124.500000 Penalty: 912.117432
	Iteration 4F: 3 clusters Score -1779124 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1780302.250000 Penalty: 912.117432
	Iteration 5F: 3 clusters Score -1780302 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1781786.000000 Penalty: 912.117432
	Iteration 6F: 3 clusters Score -1781786 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1783242.000000 Penalty: 912.117432
	Iteration 7F: 3 clusters Score -1783242 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1784094.875000 Penalty: 912.117432
	Iteration 8Q: 3 clusters Score -1784095 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1784417.625000 Penalty: 912.117432
	Iteration 9Q: 3 clusters Score -1784418 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1784616.625000 Penalty: 912.117432
	Iteration 10Q: 3 clusters Score -1784617 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1784754.375000 Penalty: 912.117432
	Iteration 11Q: 3 clusters Score -1784754 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1784843.750000 Penalty: 912.117432
	Iteration 12Q: 3 clusters Score -1784844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1784911.500000 Penalty: 912.117432
	Iteration 13Q: 3 clusters Score -1784912 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1784965.875000 Penalty: 912.117432
	Iteration 14Q: 3 clusters Score -1784966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1784997.875000 Penalty: 912.117432
	Iteration 15Q: 3 clusters Score -1784998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1785031.750000 Penalty: 912.117432
	Iteration 16Q: 3 clusters Score -1785032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1785056.500000 Penalty: 912.117432
	Iteration 17Q: 3 clusters Score -1785056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1785069.750000 Penalty: 912.117432
	Iteration 18Q: 3 clusters Score -1785070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1785095.875000 Penalty: 912.117432
	Iteration 19Q: 3 clusters Score -1785096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1785109.250000 Penalty: 912.117432
	Iteration 20F: 3 clusters Score -1785109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1785122.375000 Penalty: 912.117432
	Iteration 21Q: 3 clusters Score -1785122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1785137.750000 Penalty: 912.117432
	Iteration 22Q: 3 clusters Score -1785138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1785142.625000 Penalty: 912.117432
	Iteration 23Q: 3 clusters Score -1785143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1785154.500000 Penalty: 912.117432
	Iteration 24Q: 3 clusters Score -1785154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1785162.875000 Penalty: 912.117432
	Iteration 25Q: 3 clusters Score -1785163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1785168.375000 Penalty: 912.117432
	Iteration 26Q: 3 clusters Score -1785168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1785175.250000 Penalty: 912.117432
	Iteration 27Q: 3 clusters Score -1785175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1785178.750000 Penalty: 912.117432
	Iteration 28Q: 3 clusters Score -1785179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1785178.375000 Penalty: 912.117432
	Iteration 29Q: 3 clusters Score -1785178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1785182.500000 Penalty: 912.117432
	Iteration 30Q: 3 clusters Score -1785182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1785180.375000 Penalty: 912.117432
	Iteration 31Q: 3 clusters Score -1785180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1785182.625000 Penalty: 912.117432
	Iteration 32Q: 3 clusters Score -1785183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1785186.375000 Penalty: 912.117432
	Iteration 33Q: 3 clusters Score -1785186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1785182.125000 Penalty: 912.117432
	Iteration 34Q: 3 clusters Score -1785182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1785185.125000 Penalty: 912.117432
	Iteration 35Q: 3 clusters Score -1785185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1785187.250000 Penalty: 912.117432
	Iteration 36Q: 3 clusters Score -1785187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1785185.875000 Penalty: 912.117432
	Iteration 37Q: 3 clusters Score -1785186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1785186.875000 Penalty: 912.117432
	Iteration 38Q: 3 clusters Score -1785187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1785186.875000 Penalty: 912.117432
	Iteration 39Q: 3 clusters Score -1785187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1785186.875000 Penalty: 912.117432
	Iteration 40F: 3 clusters Score -1785187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -61339.417969 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -61339.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60670.542969 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -60670.54 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -60960.363281 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -60960.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61020.304688 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -61020.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61047.738281 Penalty: 616.869385
	Iteration 3Q: 3 clusters Score -61047.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -61069.839844 Penalty: 616.869385
	Iteration 4Q: 3 clusters Score -61069.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -61088.531250 Penalty: 616.869385
	Iteration 5Q: 3 clusters Score -61088.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -61101.351562 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -61101.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -61108.929688 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -61108.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61114.539062 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -61114.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61117.300781 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -61117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -61120.640625 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -61120.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -61120.949219 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -61120.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -61121.597656 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -61121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -61121.968750 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -61121.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -61122.644531 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -61122.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -61122.984375 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -61122.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -61122.984375 Penalty: 616.869385
	Iteration 16F: 3 clusters Score -61122.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Entering Unmasked Estep 
Score: -793036.375000 Penalty: 417.274658
	Iteration 0F: 2 clusters Score -793036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -786747.625000 Penalty: 834.549316
	Iteration 0F: 3 clusters Score -786747.6 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -789393.687500 Penalty: 834.549316
	Iteration 1F: 3 clusters Score -789393.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -789778.562500 Penalty: 834.549316
	Iteration 2F: 3 clusters Score -789778.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -790231.500000 Penalty: 834.549316
	Iteration 3F: 3 clusters Score -790231.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -790729.750000 Penalty: 834.549316
	Iteration 4F: 3 clusters Score -790729.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -791146.750000 Penalty: 834.549316
	Iteration 5F: 3 clusters Score -791146.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -791555.687500 Penalty: 834.549316
	Iteration 6Q: 3 clusters Score -791555.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -791898.125000 Penalty: 834.549316
	Iteration 7Q: 3 clusters Score -791898.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -792088.437500 Penalty: 834.549316
	Iteration 8Q: 3 clusters Score -792088.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -792224.500000 Penalty: 834.549316
	Iteration 9Q: 3 clusters Score -792224.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -792318.187500 Penalty: 834.549316
	Iteration 10Q: 3 clusters Score -792318.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -792367.750000 Penalty: 834.549316
	Iteration 11Q: 3 clusters Score -792367.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -792408.687500 Penalty: 834.549316
	Iteration 12Q: 3 clusters Score -792408.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -792427.437500 Penalty: 834.549316
	Iteration 13Q: 3 clusters Score -792427.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -792448.625000 Penalty: 834.549316
	Iteration 14Q: 3 clusters Score -792448.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -792466.750000 Penalty: 834.549316
	Iteration 15Q: 3 clusters Score -792466.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -792494.750000 Penalty: 834.549316
	Iteration 16Q: 3 clusters Score -792494.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -792518.625000 Penalty: 834.549316
	Iteration 17Q: 3 clusters Score -792518.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -792545.687500 Penalty: 834.549316
	Iteration 18Q: 3 clusters Score -792545.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -792575.437500 Penalty: 834.549316
	Iteration 19Q: 3 clusters Score -792575.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -792595.625000 Penalty: 834.549316
	Iteration 20F: 3 clusters Score -792595.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -792613.000000 Penalty: 834.549316
	Iteration 21Q: 3 clusters Score -792613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -792628.062500 Penalty: 834.549316
	Iteration 22Q: 3 clusters Score -792628.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -792646.000000 Penalty: 834.549316
	Iteration 23Q: 3 clusters Score -792646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -792659.062500 Penalty: 834.549316
	Iteration 24Q: 3 clusters Score -792659.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -792671.562500 Penalty: 834.549316
	Iteration 25Q: 3 clusters Score -792671.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -792678.437500 Penalty: 834.549316
	Iteration 26Q: 3 clusters Score -792678.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -792680.750000 Penalty: 834.549316
	Iteration 27Q: 3 clusters Score -792680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -792683.187500 Penalty: 834.549316
	Iteration 28Q: 3 clusters Score -792683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -792684.062500 Penalty: 834.549316
	Iteration 29Q: 3 clusters Score -792684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -792685.312500 Penalty: 834.549316
	Iteration 30Q: 3 clusters Score -792685.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -792686.562500 Penalty: 834.549316
	Iteration 31Q: 3 clusters Score -792686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -792685.875000 Penalty: 834.549316
	Iteration 32Q: 3 clusters Score -792685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -792688.687500 Penalty: 834.549316
	Iteration 33Q: 3 clusters Score -792688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -792687.375000 Penalty: 834.549316
	Iteration 34Q: 3 clusters Score -792687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -792686.812500 Penalty: 834.549316
	Iteration 35Q: 3 clusters Score -792686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -792686.937500 Penalty: 834.549316
	Iteration 36Q: 3 clusters Score -792686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -792688.312500 Penalty: 834.549316
	Iteration 37Q: 3 clusters Score -792688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -792687.500000 Penalty: 834.549316
	Iteration 38Q: 3 clusters Score -792687.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -792689.312500 Penalty: 834.549316
	Iteration 39Q: 3 clusters Score -792689.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -792688.937500 Penalty: 834.549316
	Iteration 40F: 3 clusters Score -792688.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -792688.125000 Penalty: 834.549316
	Iteration 41Q: 3 clusters Score -792688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -792688.250000 Penalty: 834.549316
	Iteration 42Q: 3 clusters Score -792688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -792688.750000 Penalty: 834.549316
	Iteration 43Q: 3 clusters Score -792688.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -792691.187500 Penalty: 834.549316
	Iteration 44Q: 3 clusters Score -792691.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -792688.625000 Penalty: 834.549316
	Iteration 45Q: 3 clusters Score -792688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -792689.625000 Penalty: 834.549316
	Iteration 46Q: 3 clusters Score -792689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -792685.500000 Penalty: 834.549316
	Iteration 47Q: 3 clusters Score -792685.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -792685.750000 Penalty: 834.549316
	Iteration 48Q: 3 clusters Score -792685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -792687.250000 Penalty: 834.549316
	Iteration 49Q: 3 clusters Score -792687.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -792687.437500 Penalty: 834.549316
	Iteration 50Q: 3 clusters Score -792687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -792688.125000 Penalty: 834.549316
	Iteration 51Q: 3 clusters Score -792688.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -792689.000000 Penalty: 834.549316
	Iteration 52Q: 3 clusters Score -792689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -792688.125000 Penalty: 834.549316
	Iteration 53Q: 3 clusters Score -792688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -792688.562500 Penalty: 834.549316
	Iteration 54Q: 3 clusters Score -792688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -792689.000000 Penalty: 834.549316
	Iteration 55Q: 3 clusters Score -792689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -792688.750000 Penalty: 834.549316
	Iteration 56Q: 3 clusters Score -792688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -792688.000000 Penalty: 834.549316
	Iteration 57Q: 3 clusters Score -792688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -792689.062500 Penalty: 834.549316
	Iteration 58Q: 3 clusters Score -792689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -792688.562500 Penalty: 834.549316
	Iteration 59Q: 3 clusters Score -792688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -792690.062500 Penalty: 834.549316
	Iteration 60F: 3 clusters Score -792690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -792690.562500 Penalty: 834.549316
	Iteration 61Q: 3 clusters Score -792690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -792689.500000 Penalty: 834.549316
	Iteration 62Q: 3 clusters Score -792689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -792691.687500 Penalty: 834.549316
	Iteration 63Q: 3 clusters Score -792691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -792692.625000 Penalty: 834.549316
	Iteration 64Q: 3 clusters Score -792692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -792692.625000 Penalty: 834.549316
	Iteration 65F: 3 clusters Score -792692.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 168 members 
Entering Unmasked Estep 
Score: -20784.431641 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20784.43 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20878.859375 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20878.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20914.503906 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20914.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20929.060547 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20929.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20936.595703 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20938.281250 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20938.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20945.603516 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -20945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20949.873047 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -20949.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20952.234375 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -20952.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20954.414062 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -20954.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -20958.406250 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -20958.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20960.089844 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -20960.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20963.941406 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -20963.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20966.488281 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -20966.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20967.412109 Penalty: 522.321167
	Iteration 14Q: 3 clusters Score -20967.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20971.242188 Penalty: 522.321167
	Iteration 15Q: 3 clusters Score -20971.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20973.000000 Penalty: 522.321167
	Iteration 16Q: 3 clusters Score -20973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20973.283203 Penalty: 522.321167
	Iteration 17Q: 3 clusters Score -20973.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20973.283203 Penalty: 522.321167
	Iteration 18F: 3 clusters Score -20973.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -116116.929688 Penalty: 329.155060
	Iteration 0F: 2 clusters Score -116116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -115041.515625 Penalty: 658.310120
	Iteration 0F: 3 clusters Score -115041.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115415.125000 Penalty: 658.310120
	Iteration 1F: 3 clusters Score -115415.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115475.648438 Penalty: 658.310120
	Iteration 2F: 3 clusters Score -115475.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -115513.710938 Penalty: 658.310120
	Iteration 3Q: 3 clusters Score -115513.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -115548.703125 Penalty: 658.310120
	Iteration 4Q: 3 clusters Score -115548.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115586.054688 Penalty: 658.310120
	Iteration 5Q: 3 clusters Score -115586.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115616.546875 Penalty: 658.310120
	Iteration 6Q: 3 clusters Score -115616.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -115652.320312 Penalty: 658.310120
	Iteration 7Q: 3 clusters Score -115652.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -115692.695312 Penalty: 658.310120
	Iteration 8Q: 3 clusters Score -115692.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -115723.609375 Penalty: 658.310120
	Iteration 9Q: 3 clusters Score -115723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -115739.320312 Penalty: 658.310120
	Iteration 10Q: 3 clusters Score -115739.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -115751.835938 Penalty: 658.310120
	Iteration 11Q: 3 clusters Score -115751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -115763.109375 Penalty: 658.310120
	Iteration 12Q: 3 clusters Score -115763.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -115772.554688 Penalty: 658.310120
	Iteration 13Q: 3 clusters Score -115772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -115777.398438 Penalty: 658.310120
	Iteration 14Q: 3 clusters Score -115777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -115784.539062 Penalty: 658.310120
	Iteration 15Q: 3 clusters Score -115784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -115789.937500 Penalty: 658.310120
	Iteration 16Q: 3 clusters Score -115789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -115790.406250 Penalty: 658.310120
	Iteration 17Q: 3 clusters Score -115790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -115791.953125 Penalty: 658.310120
	Iteration 18Q: 3 clusters Score -115792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -115792.882812 Penalty: 658.310120
	Iteration 19Q: 3 clusters Score -115792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -115792.882812 Penalty: 658.310120
	Iteration 20F: 3 clusters Score -115792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Entering Unmasked Estep 
Score: -1262664.375000 Penalty: 438.981720
	Iteration 0F: 2 clusters Score -1262664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1252342.000000 Penalty: 877.963440
	Iteration 0F: 3 clusters Score -1252342 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1256976.625000 Penalty: 877.963440
	Iteration 1F: 3 clusters Score -1256977 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1257721.375000 Penalty: 877.963440
	Iteration 2F: 3 clusters Score -1257721 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1258789.000000 Penalty: 877.963440
	Iteration 3F: 3 clusters Score -1258789 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1259921.000000 Penalty: 877.963440
	Iteration 4F: 3 clusters Score -1259921 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1260696.125000 Penalty: 877.963440
	Iteration 5F: 3 clusters Score -1260696 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1261274.750000 Penalty: 877.963440
	Iteration 6Q: 3 clusters Score -1261275 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1261627.500000 Penalty: 877.963440
	Iteration 7Q: 3 clusters Score -1261628 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1261842.500000 Penalty: 877.963440
	Iteration 8Q: 3 clusters Score -1261842 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1261986.875000 Penalty: 877.963440
	Iteration 9Q: 3 clusters Score -1261987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1262060.375000 Penalty: 877.963440
	Iteration 10Q: 3 clusters Score -1262060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1262092.125000 Penalty: 877.963440
	Iteration 11Q: 3 clusters Score -1262092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1262112.375000 Penalty: 877.963440
	Iteration 12Q: 3 clusters Score -1262112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1262138.250000 Penalty: 877.963440
	Iteration 13Q: 3 clusters Score -1262138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1262140.500000 Penalty: 877.963440
	Iteration 14Q: 3 clusters Score -1262140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1262150.750000 Penalty: 877.963440
	Iteration 15Q: 3 clusters Score -1262151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1262133.000000 Penalty: 877.963440
	Iteration 16Q: 3 clusters Score -1262133 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1262158.625000 Penalty: 877.963440
	Iteration 17Q: 3 clusters Score -1262159 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1262174.375000 Penalty: 877.963440
	Iteration 18Q: 3 clusters Score -1262174 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1262182.250000 Penalty: 877.963440
	Iteration 19Q: 3 clusters Score -1262182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1262196.750000 Penalty: 877.963440
	Iteration 20F: 3 clusters Score -1262197 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1262200.375000 Penalty: 877.963440
	Iteration 21Q: 3 clusters Score -1262200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1262198.750000 Penalty: 877.963440
	Iteration 22Q: 3 clusters Score -1262199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1262203.875000 Penalty: 877.963440
	Iteration 23Q: 3 clusters Score -1262204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1262213.250000 Penalty: 877.963440
	Iteration 24Q: 3 clusters Score -1262213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1262209.125000 Penalty: 877.963440
	Iteration 25Q: 3 clusters Score -1262209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1262209.375000 Penalty: 877.963440
	Iteration 26Q: 3 clusters Score -1262209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1262207.875000 Penalty: 877.963440
	Iteration 27Q: 3 clusters Score -1262208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1262208.125000 Penalty: 877.963440
	Iteration 28Q: 3 clusters Score -1262208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1262209.875000 Penalty: 877.963440
	Iteration 29Q: 3 clusters Score -1262210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1262210.250000 Penalty: 877.963440
	Iteration 30Q: 3 clusters Score -1262210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1262213.500000 Penalty: 877.963440
	Iteration 31Q: 3 clusters Score -1262214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1262209.500000 Penalty: 877.963440
	Iteration 32Q: 3 clusters Score -1262210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1262209.625000 Penalty: 877.963440
	Iteration 33Q: 3 clusters Score -1262210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1262211.000000 Penalty: 877.963440
	Iteration 34Q: 3 clusters Score -1262211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1262207.625000 Penalty: 877.963440
	Iteration 35Q: 3 clusters Score -1262208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1262210.875000 Penalty: 877.963440
	Iteration 36Q: 3 clusters Score -1262211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1262212.875000 Penalty: 877.963440
	Iteration 37Q: 3 clusters Score -1262213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1262211.000000 Penalty: 877.963440
	Iteration 38Q: 3 clusters Score -1262211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1262216.750000 Penalty: 877.963440
	Iteration 39Q: 3 clusters Score -1262217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1262212.875000 Penalty: 877.963440
	Iteration 40F: 3 clusters Score -1262213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1262212.375000 Penalty: 877.963440
	Iteration 41Q: 3 clusters Score -1262212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1262210.375000 Penalty: 877.963440
	Iteration 42Q: 3 clusters Score -1262210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1262211.875000 Penalty: 877.963440
	Iteration 43Q: 3 clusters Score -1262212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1262211.750000 Penalty: 877.963440
	Iteration 44Q: 3 clusters Score -1262212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1262215.125000 Penalty: 877.963440
	Iteration 45Q: 3 clusters Score -1262215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1262215.250000 Penalty: 877.963440
	Iteration 46Q: 3 clusters Score -1262215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1262215.250000 Penalty: 877.963440
	Iteration 47F: 3 clusters Score -1262215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -96841.648438 Penalty: 327.072784
	Iteration 0F: 2 clusters Score -96841.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -95826.960938 Penalty: 654.145569
	Iteration 0F: 3 clusters Score -95826.96 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -96165.382812 Penalty: 654.145569
	Iteration 1F: 3 clusters Score -96165.38 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -96244.585938 Penalty: 654.145569
	Iteration 2F: 3 clusters Score -96244.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -96299.460938 Penalty: 654.145569
	Iteration 3F: 3 clusters Score -96299.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -96334.953125 Penalty: 654.145569
	Iteration 4Q: 3 clusters Score -96334.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96361.328125 Penalty: 654.145569
	Iteration 5Q: 3 clusters Score -96361.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -96399.203125 Penalty: 654.145569
	Iteration 6Q: 3 clusters Score -96399.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -96441.250000 Penalty: 654.145569
	Iteration 7Q: 3 clusters Score -96441.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -96506.039062 Penalty: 654.145569
	Iteration 8Q: 3 clusters Score -96506.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -96593.343750 Penalty: 654.145569
	Iteration 9Q: 3 clusters Score -96593.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -96713.054688 Penalty: 654.145569
	Iteration 10F: 3 clusters Score -96713.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -96780.789062 Penalty: 654.145569
	Iteration 11Q: 3 clusters Score -96780.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -96815.023438 Penalty: 654.145569
	Iteration 12Q: 3 clusters Score -96815.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -96823.835938 Penalty: 654.145569
	Iteration 13Q: 3 clusters Score -96823.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96827.750000 Penalty: 654.145569
	Iteration 14Q: 3 clusters Score -96827.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -96829.718750 Penalty: 654.145569
	Iteration 15Q: 3 clusters Score -96829.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -96830.210938 Penalty: 654.145569
	Iteration 16Q: 3 clusters Score -96830.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96830.281250 Penalty: 654.145569
	Iteration 17Q: 3 clusters Score -96830.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96830.281250 Penalty: 654.145569
	Iteration 18F: 3 clusters Score -96830.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15071.261719 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -15071.26 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 127 members 
Entering Unmasked Estep 
Score: -14757.232422 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -14757.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14835.031250 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -14835.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14865.600586 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -14865.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14896.351562 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -14896.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14913.403320 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -14913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14917.685547 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -14917.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14921.982422 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -14921.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14929.771484 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -14929.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14932.631836 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -14932.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14937.434570 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -14937.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14941.670898 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -14941.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14954.033203 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -14954.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14964.022461 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -14964.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14969.028320 Penalty: 500.985168
	Iteration 13Q: 3 clusters Score -14969.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14973.019531 Penalty: 500.985168
	Iteration 14Q: 3 clusters Score -14973.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14974.617188 Penalty: 500.985168
	Iteration 15Q: 3 clusters Score -14974.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14974.617188 Penalty: 500.985168
	Iteration 16F: 3 clusters Score -14974.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -40823.773438 Penalty: 289.752502
	Iteration 0F: 2 clusters Score -40823.77 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 293 members 
Entering Unmasked Estep 
Score: -40281.753906 Penalty: 579.505005
	Iteration 0F: 3 clusters Score -40281.75 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40431.175781 Penalty: 579.505005
	Iteration 1F: 3 clusters Score -40431.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40466.445312 Penalty: 579.505005
	Iteration 2F: 3 clusters Score -40466.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40490.015625 Penalty: 579.505005
	Iteration 3F: 3 clusters Score -40490.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40500.035156 Penalty: 579.505005
	Iteration 4Q: 3 clusters Score -40500.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40507.894531 Penalty: 579.505005
	Iteration 5Q: 3 clusters Score -40507.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40518.527344 Penalty: 579.505005
	Iteration 6Q: 3 clusters Score -40518.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40526.335938 Penalty: 579.505005
	Iteration 7Q: 3 clusters Score -40526.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40531.457031 Penalty: 579.505005
	Iteration 8Q: 3 clusters Score -40531.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40536.074219 Penalty: 579.505005
	Iteration 9Q: 3 clusters Score -40536.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40539.625000 Penalty: 579.505005
	Iteration 10Q: 3 clusters Score -40539.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40542.281250 Penalty: 579.505005
	Iteration 11Q: 3 clusters Score -40542.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40546.683594 Penalty: 579.505005
	Iteration 12Q: 3 clusters Score -40546.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40553.253906 Penalty: 579.505005
	Iteration 13Q: 3 clusters Score -40553.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40558.226562 Penalty: 579.505005
	Iteration 14Q: 3 clusters Score -40558.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40561.531250 Penalty: 579.505005
	Iteration 15Q: 3 clusters Score -40561.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40563.644531 Penalty: 579.505005
	Iteration 16Q: 3 clusters Score -40563.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40566.511719 Penalty: 579.505005
	Iteration 17Q: 3 clusters Score -40566.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40568.250000 Penalty: 579.505005
	Iteration 18Q: 3 clusters Score -40568.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40569.406250 Penalty: 579.505005
	Iteration 19Q: 3 clusters Score -40569.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40570.875000 Penalty: 579.505005
	Iteration 20F: 3 clusters Score -40570.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40571.847656 Penalty: 579.505005
	Iteration 21Q: 3 clusters Score -40571.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40574.125000 Penalty: 579.505005
	Iteration 22Q: 3 clusters Score -40574.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -40576.234375 Penalty: 579.505005
	Iteration 23Q: 3 clusters Score -40576.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40577.554688 Penalty: 579.505005
	Iteration 24Q: 3 clusters Score -40577.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40579.035156 Penalty: 579.505005
	Iteration 25Q: 3 clusters Score -40579.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40580.359375 Penalty: 579.505005
	Iteration 26Q: 3 clusters Score -40580.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40580.785156 Penalty: 579.505005
	Iteration 27Q: 3 clusters Score -40580.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40580.785156 Penalty: 579.505005
	Iteration 28F: 3 clusters Score -40580.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Entering Unmasked Estep 
Score: -1960739.000000 Penalty: 459.287537
	Iteration 0F: 2 clusters Score -1960739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1945275.125000 Penalty: 918.575073
	Iteration 0F: 3 clusters Score -1945275 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1952707.500000 Penalty: 918.575073
	Iteration 1F: 3 clusters Score -1952708 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1953599.625000 Penalty: 918.575073
	Iteration 2F: 3 clusters Score -1953600 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -1954928.875000 Penalty: 918.575073
	Iteration 3F: 3 clusters Score -1954929 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1956949.375000 Penalty: 918.575073
	Iteration 4F: 3 clusters Score -1956949 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1958864.500000 Penalty: 918.575073
	Iteration 5F: 3 clusters Score -1958864 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1959594.500000 Penalty: 918.575073
	Iteration 6F: 3 clusters Score -1959594 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1959824.000000 Penalty: 918.575073
	Iteration 7Q: 3 clusters Score -1959824 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1960010.500000 Penalty: 918.575073
	Iteration 8Q: 3 clusters Score -1960010 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1960171.125000 Penalty: 918.575073
	Iteration 9Q: 3 clusters Score -1960171 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1960302.875000 Penalty: 918.575073
	Iteration 10Q: 3 clusters Score -1960303 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1960414.625000 Penalty: 918.575073
	Iteration 11Q: 3 clusters Score -1960415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1960508.500000 Penalty: 918.575073
	Iteration 12Q: 3 clusters Score -1960508 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1960582.750000 Penalty: 918.575073
	Iteration 13Q: 3 clusters Score -1960583 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1960628.250000 Penalty: 918.575073
	Iteration 14Q: 3 clusters Score -1960628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1960649.500000 Penalty: 918.575073
	Iteration 15Q: 3 clusters Score -1960650 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1960669.000000 Penalty: 918.575073
	Iteration 16Q: 3 clusters Score -1960669 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1960678.625000 Penalty: 918.575073
	Iteration 17Q: 3 clusters Score -1960679 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1960693.375000 Penalty: 918.575073
	Iteration 18Q: 3 clusters Score -1960693 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1960698.125000 Penalty: 918.575073
	Iteration 19Q: 3 clusters Score -1960698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1960711.125000 Penalty: 918.575073
	Iteration 20F: 3 clusters Score -1960711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1960715.250000 Penalty: 918.575073
	Iteration 21Q: 3 clusters Score -1960715 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1960714.250000 Penalty: 918.575073
	Iteration 22Q: 3 clusters Score -1960714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1960713.875000 Penalty: 918.575073
	Iteration 23Q: 3 clusters Score -1960714 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1960714.625000 Penalty: 918.575073
	Iteration 24Q: 3 clusters Score -1960715 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1960706.375000 Penalty: 918.575073
	Iteration 25Q: 3 clusters Score -1960706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1960709.750000 Penalty: 918.575073
	Iteration 26Q: 3 clusters Score -1960710 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1960710.625000 Penalty: 918.575073
	Iteration 27Q: 3 clusters Score -1960711 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1960714.375000 Penalty: 918.575073
	Iteration 28Q: 3 clusters Score -1960714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1960705.875000 Penalty: 918.575073
	Iteration 29Q: 3 clusters Score -1960706 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1960699.500000 Penalty: 918.575073
	Iteration 30Q: 3 clusters Score -1960700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1960705.125000 Penalty: 918.575073
	Iteration 31Q: 3 clusters Score -1960705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1960705.625000 Penalty: 918.575073
	Iteration 32Q: 3 clusters Score -1960706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1960714.500000 Penalty: 918.575073
	Iteration 33Q: 3 clusters Score -1960714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1960705.875000 Penalty: 918.575073
	Iteration 34Q: 3 clusters Score -1960706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1960704.250000 Penalty: 918.575073
	Iteration 35Q: 3 clusters Score -1960704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1960701.125000 Penalty: 918.575073
	Iteration 36Q: 3 clusters Score -1960701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1960702.375000 Penalty: 918.575073
	Iteration 37Q: 3 clusters Score -1960702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1960698.500000 Penalty: 918.575073
	Iteration 38Q: 3 clusters Score -1960698 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1960698.250000 Penalty: 918.575073
	Iteration 39Q: 3 clusters Score -1960698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1960706.875000 Penalty: 918.575073
	Iteration 40F: 3 clusters Score -1960707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1960711.125000 Penalty: 918.575073
	Iteration 41Q: 3 clusters Score -1960711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1960710.375000 Penalty: 918.575073
	Iteration 42Q: 3 clusters Score -1960710 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1960711.875000 Penalty: 918.575073
	Iteration 43Q: 3 clusters Score -1960712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1960707.500000 Penalty: 918.575073
	Iteration 44Q: 3 clusters Score -1960708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1960711.000000 Penalty: 918.575073
	Iteration 45Q: 3 clusters Score -1960711 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1960709.250000 Penalty: 918.575073
	Iteration 46Q: 3 clusters Score -1960709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1960724.250000 Penalty: 918.575073
	Iteration 47Q: 3 clusters Score -1960724 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1960721.875000 Penalty: 918.575073
	Iteration 48Q: 3 clusters Score -1960722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1960724.000000 Penalty: 918.575073
	Iteration 49Q: 3 clusters Score -1960724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1960722.250000 Penalty: 918.575073
	Iteration 50Q: 3 clusters Score -1960722 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1960718.250000 Penalty: 918.575073
	Iteration 51Q: 3 clusters Score -1960718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1960722.625000 Penalty: 918.575073
	Iteration 52Q: 3 clusters Score -1960723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1960736.000000 Penalty: 918.575073
	Iteration 53Q: 3 clusters Score -1960736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1960740.375000 Penalty: 918.575073
	Iteration 54Q: 3 clusters Score -1960740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1960751.250000 Penalty: 918.575073
	Iteration 55Q: 3 clusters Score -1960751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1960752.750000 Penalty: 918.575073
	Iteration 56Q: 3 clusters Score -1960753 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1960759.750000 Penalty: 918.575073
	Iteration 57Q: 3 clusters Score -1960760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1960774.500000 Penalty: 918.575073
	Iteration 58Q: 3 clusters Score -1960774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1960789.500000 Penalty: 918.575073
	Iteration 59Q: 3 clusters Score -1960790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1960796.125000 Penalty: 918.575073
	Iteration 60F: 3 clusters Score -1960796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1960812.000000 Penalty: 918.575073
	Iteration 61Q: 3 clusters Score -1960812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1960823.625000 Penalty: 918.575073
	Iteration 62Q: 3 clusters Score -1960824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1960831.000000 Penalty: 918.575073
	Iteration 63Q: 3 clusters Score -1960831 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1960837.125000 Penalty: 918.575073
	Iteration 64Q: 3 clusters Score -1960837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1960838.875000 Penalty: 918.575073
	Iteration 65Q: 3 clusters Score -1960839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1960844.375000 Penalty: 918.575073
	Iteration 66Q: 3 clusters Score -1960844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1960845.125000 Penalty: 918.575073
	Iteration 67Q: 3 clusters Score -1960845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1960848.500000 Penalty: 918.575073
	Iteration 68Q: 3 clusters Score -1960848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1960844.875000 Penalty: 918.575073
	Iteration 69Q: 3 clusters Score -1960845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1960852.000000 Penalty: 918.575073
	Iteration 70Q: 3 clusters Score -1960852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1960864.625000 Penalty: 918.575073
	Iteration 71Q: 3 clusters Score -1960865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1960852.375000 Penalty: 918.575073
	Iteration 72Q: 3 clusters Score -1960852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1960864.500000 Penalty: 918.575073
	Iteration 73Q: 3 clusters Score -1960864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1960864.250000 Penalty: 918.575073
	Iteration 74Q: 3 clusters Score -1960864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1960869.250000 Penalty: 918.575073
	Iteration 75Q: 3 clusters Score -1960869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1960870.375000 Penalty: 918.575073
	Iteration 76Q: 3 clusters Score -1960870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1960870.500000 Penalty: 918.575073
	Iteration 77Q: 3 clusters Score -1960870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1960872.875000 Penalty: 918.575073
	Iteration 78Q: 3 clusters Score -1960873 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1960877.750000 Penalty: 918.575073
	Iteration 79Q: 3 clusters Score -1960878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1960873.625000 Penalty: 918.575073
	Iteration 80F: 3 clusters Score -1960874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1960883.750000 Penalty: 918.575073
	Iteration 81Q: 3 clusters Score -1960884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1960888.000000 Penalty: 918.575073
	Iteration 82Q: 3 clusters Score -1960888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1960889.625000 Penalty: 918.575073
	Iteration 83Q: 3 clusters Score -1960890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1960887.250000 Penalty: 918.575073
	Iteration 84Q: 3 clusters Score -1960887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1960888.875000 Penalty: 918.575073
	Iteration 85Q: 3 clusters Score -1960889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1960887.250000 Penalty: 918.575073
	Iteration 86Q: 3 clusters Score -1960887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1960885.500000 Penalty: 918.575073
	Iteration 87Q: 3 clusters Score -1960886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1960885.625000 Penalty: 918.575073
	Iteration 88Q: 3 clusters Score -1960886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1960889.875000 Penalty: 918.575073
	Iteration 89Q: 3 clusters Score -1960890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1960892.625000 Penalty: 918.575073
	Iteration 90Q: 3 clusters Score -1960893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1960892.500000 Penalty: 918.575073
	Iteration 91Q: 3 clusters Score -1960892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1960892.500000 Penalty: 918.575073
	Iteration 92Q: 3 clusters Score -1960892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1960894.000000 Penalty: 918.575073
	Iteration 93Q: 3 clusters Score -1960894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1960892.750000 Penalty: 918.575073
	Iteration 94Q: 3 clusters Score -1960893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1960893.000000 Penalty: 918.575073
	Iteration 95Q: 3 clusters Score -1960893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1960892.875000 Penalty: 918.575073
	Iteration 96Q: 3 clusters Score -1960893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1960891.375000 Penalty: 918.575073
	Iteration 97Q: 3 clusters Score -1960891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1960887.625000 Penalty: 918.575073
	Iteration 98Q: 3 clusters Score -1960888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1960890.000000 Penalty: 918.575073
	Iteration 99Q: 3 clusters Score -1960890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1960892.125000 Penalty: 918.575073
	Iteration 100F: 3 clusters Score -1960892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1960888.750000 Penalty: 918.575073
	Iteration 101Q: 3 clusters Score -1960889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1960888.500000 Penalty: 918.575073
	Iteration 102Q: 3 clusters Score -1960888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1960886.500000 Penalty: 918.575073
	Iteration 103Q: 3 clusters Score -1960886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1960886.625000 Penalty: 918.575073
	Iteration 104Q: 3 clusters Score -1960887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1960892.375000 Penalty: 918.575073
	Iteration 105Q: 3 clusters Score -1960892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1960891.750000 Penalty: 918.575073
	Iteration 106Q: 3 clusters Score -1960892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1960894.250000 Penalty: 918.575073
	Iteration 107Q: 3 clusters Score -1960894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1960898.750000 Penalty: 918.575073
	Iteration 108Q: 3 clusters Score -1960899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1960896.625000 Penalty: 918.575073
	Iteration 109Q: 3 clusters Score -1960897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1960900.875000 Penalty: 918.575073
	Iteration 110Q: 3 clusters Score -1960901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1960899.625000 Penalty: 918.575073
	Iteration 111Q: 3 clusters Score -1960900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1960904.625000 Penalty: 918.575073
	Iteration 112Q: 3 clusters Score -1960905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1960903.875000 Penalty: 918.575073
	Iteration 113Q: 3 clusters Score -1960904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1960903.250000 Penalty: 918.575073
	Iteration 114Q: 3 clusters Score -1960903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1960903.750000 Penalty: 918.575073
	Iteration 115Q: 3 clusters Score -1960904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1960905.000000 Penalty: 918.575073
	Iteration 116Q: 3 clusters Score -1960905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1960904.250000 Penalty: 918.575073
	Iteration 117Q: 3 clusters Score -1960904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1960905.500000 Penalty: 918.575073
	Iteration 118Q: 3 clusters Score -1960906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1960906.375000 Penalty: 918.575073
	Iteration 119Q: 3 clusters Score -1960906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1960904.500000 Penalty: 918.575073
	Iteration 120F: 3 clusters Score -1960904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1960908.250000 Penalty: 918.575073
	Iteration 121Q: 3 clusters Score -1960908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1960913.625000 Penalty: 918.575073
	Iteration 122Q: 3 clusters Score -1960914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1960913.250000 Penalty: 918.575073
	Iteration 123Q: 3 clusters Score -1960913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1960913.125000 Penalty: 918.575073
	Iteration 124Q: 3 clusters Score -1960913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1960914.500000 Penalty: 918.575073
	Iteration 125Q: 3 clusters Score -1960914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1960913.500000 Penalty: 918.575073
	Iteration 126Q: 3 clusters Score -1960914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1960913.500000 Penalty: 918.575073
	Iteration 127F: 3 clusters Score -1960914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 20101 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 4102 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 30964 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 33033 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
Score: -42172868.000000 Penalty: 43941.359375
Splitting cluster 42 changes total score from -42173128.000000 to -42172868.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (6345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Entering Unmasked Estep 
Score: -509263.968750 Penalty: 398.371735
	Iteration 0F: 2 clusters Score -509264 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 3191 members 
Entering Unmasked Estep 
Score: -504969.562500 Penalty: 796.743469
	Iteration 0F: 3 clusters Score -504969.6 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -506577.437500 Penalty: 796.743469
	Iteration 1F: 3 clusters Score -506577.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -506785.468750 Penalty: 796.743469
	Iteration 2F: 3 clusters Score -506785.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -507038.156250 Penalty: 796.743469
	Iteration 3F: 3 clusters Score -507038.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -507357.062500 Penalty: 796.743469
	Iteration 4F: 3 clusters Score -507357.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -507761.781250 Penalty: 796.743469
	Iteration 5F: 3 clusters Score -507761.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -508163.281250 Penalty: 796.743469
	Iteration 6F: 3 clusters Score -508163.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -508458.750000 Penalty: 796.743469
	Iteration 7F: 3 clusters Score -508458.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -508624.031250 Penalty: 796.743469
	Iteration 8Q: 3 clusters Score -508624 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -508746.468750 Penalty: 796.743469
	Iteration 9Q: 3 clusters Score -508746.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -508842.406250 Penalty: 796.743469
	Iteration 10Q: 3 clusters Score -508842.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -508898.562500 Penalty: 796.743469
	Iteration 11Q: 3 clusters Score -508898.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -508925.750000 Penalty: 796.743469
	Iteration 12Q: 3 clusters Score -508925.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -508952.812500 Penalty: 796.743469
	Iteration 13Q: 3 clusters Score -508952.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -508979.781250 Penalty: 796.743469
	Iteration 14Q: 3 clusters Score -508979.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -509006.906250 Penalty: 796.743469
	Iteration 15Q: 3 clusters Score -509006.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -509035.062500 Penalty: 796.743469
	Iteration 16Q: 3 clusters Score -509035.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -509057.875000 Penalty: 796.743469
	Iteration 17Q: 3 clusters Score -509057.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -509089.187500 Penalty: 796.743469
	Iteration 18Q: 3 clusters Score -509089.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -509108.343750 Penalty: 796.743469
	Iteration 19Q: 3 clusters Score -509108.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -509122.437500 Penalty: 796.743469
	Iteration 20F: 3 clusters Score -509122.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -509127.500000 Penalty: 796.743469
	Iteration 21Q: 3 clusters Score -509127.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -509133.156250 Penalty: 796.743469
	Iteration 22Q: 3 clusters Score -509133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -509137.375000 Penalty: 796.743469
	Iteration 23Q: 3 clusters Score -509137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -509139.687500 Penalty: 796.743469
	Iteration 24Q: 3 clusters Score -509139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -509142.000000 Penalty: 796.743469
	Iteration 25Q: 3 clusters Score -509142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -509144.625000 Penalty: 796.743469
	Iteration 26Q: 3 clusters Score -509144.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -509147.375000 Penalty: 796.743469
	Iteration 27Q: 3 clusters Score -509147.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -509150.656250 Penalty: 796.743469
	Iteration 28Q: 3 clusters Score -509150.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -509153.875000 Penalty: 796.743469
	Iteration 29Q: 3 clusters Score -509153.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -509156.968750 Penalty: 796.743469
	Iteration 30Q: 3 clusters Score -509157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -509160.093750 Penalty: 796.743469
	Iteration 31Q: 3 clusters Score -509160.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -509161.625000 Penalty: 796.743469
	Iteration 32Q: 3 clusters Score -509161.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -509163.000000 Penalty: 796.743469
	Iteration 33Q: 3 clusters Score -509163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -509163.031250 Penalty: 796.743469
	Iteration 34Q: 3 clusters Score -509163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -509165.687500 Penalty: 796.743469
	Iteration 35Q: 3 clusters Score -509165.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -509168.312500 Penalty: 796.743469
	Iteration 36Q: 3 clusters Score -509168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509169.625000 Penalty: 796.743469
	Iteration 37Q: 3 clusters Score -509169.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -509170.937500 Penalty: 796.743469
	Iteration 38Q: 3 clusters Score -509170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -509171.593750 Penalty: 796.743469
	Iteration 39Q: 3 clusters Score -509171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -509171.656250 Penalty: 796.743469
	Iteration 40F: 3 clusters Score -509171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -509171.687500 Penalty: 796.743469
	Iteration 41Q: 3 clusters Score -509171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -509172.593750 Penalty: 796.743469
	Iteration 42Q: 3 clusters Score -509172.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -509171.906250 Penalty: 796.743469
	Iteration 43Q: 3 clusters Score -509171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -509172.531250 Penalty: 796.743469
	Iteration 44Q: 3 clusters Score -509172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -509173.875000 Penalty: 796.743469
	Iteration 45Q: 3 clusters Score -509173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -509173.468750 Penalty: 796.743469
	Iteration 46Q: 3 clusters Score -509173.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -509173.406250 Penalty: 796.743469
	Iteration 47Q: 3 clusters Score -509173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -509174.000000 Penalty: 796.743469
	Iteration 48Q: 3 clusters Score -509174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -509174.687500 Penalty: 796.743469
	Iteration 49Q: 3 clusters Score -509174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -509174.937500 Penalty: 796.743469
	Iteration 50Q: 3 clusters Score -509174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -509175.031250 Penalty: 796.743469
	Iteration 51Q: 3 clusters Score -509175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -509175.031250 Penalty: 796.743469
	Iteration 52F: 3 clusters Score -509175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9905.675781 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9905.676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9696.951172 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9696.951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9777.471680 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9777.472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9796.143555 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9796.144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9803.935547 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9803.936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9810.289062 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9810.289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9820.629883 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9820.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9830.249023 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9830.249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9831.848633 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9831.849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9831.848633 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -9831.849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -68072.687500 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -68072.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67258.492188 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -67258.49 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67510.351562 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -67510.35 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67595.523438 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -67595.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67654.531250 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -67654.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67693.945312 Penalty: 629.511230
	Iteration 4F: 3 clusters Score -67693.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67720.812500 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -67720.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67737.703125 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -67737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67751.210938 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -67751.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67758.765625 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -67758.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67762.734375 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -67762.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67765.695312 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -67765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67767.476562 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -67767.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67767.851562 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -67767.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67767.851562 Penalty: 629.511230
	Iteration 13F: 3 clusters Score -67767.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -1132890.125000 Penalty: 433.827393
	Iteration 0F: 2 clusters Score -1132890 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 6856 members 
Entering Unmasked Estep 
Score: -1123808.250000 Penalty: 867.654785
	Iteration 0F: 3 clusters Score -1123808 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1128478.000000 Penalty: 867.654785
	Iteration 1F: 3 clusters Score -1128478 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1129499.375000 Penalty: 867.654785
	Iteration 2F: 3 clusters Score -1129499 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1130627.250000 Penalty: 867.654785
	Iteration 3F: 3 clusters Score -1130627 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1131287.000000 Penalty: 867.654785
	Iteration 4F: 3 clusters Score -1131287 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1131657.875000 Penalty: 867.654785
	Iteration 5Q: 3 clusters Score -1131658 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1131883.750000 Penalty: 867.654785
	Iteration 6Q: 3 clusters Score -1131884 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1132088.750000 Penalty: 867.654785
	Iteration 7Q: 3 clusters Score -1132089 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1132227.375000 Penalty: 867.654785
	Iteration 8Q: 3 clusters Score -1132227 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1132326.000000 Penalty: 867.654785
	Iteration 9Q: 3 clusters Score -1132326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1132369.750000 Penalty: 867.654785
	Iteration 10Q: 3 clusters Score -1132370 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1132401.125000 Penalty: 867.654785
	Iteration 11Q: 3 clusters Score -1132401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1132416.500000 Penalty: 867.654785
	Iteration 12Q: 3 clusters Score -1132416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1132443.750000 Penalty: 867.654785
	Iteration 13Q: 3 clusters Score -1132444 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1132432.875000 Penalty: 867.654785
	Iteration 14Q: 3 clusters Score -1132433 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1132440.500000 Penalty: 867.654785
	Iteration 15Q: 3 clusters Score -1132440 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1132455.500000 Penalty: 867.654785
	Iteration 16Q: 3 clusters Score -1132456 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1132467.000000 Penalty: 867.654785
	Iteration 17Q: 3 clusters Score -1132467 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1132447.875000 Penalty: 867.654785
	Iteration 18Q: 3 clusters Score -1132448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1132414.500000 Penalty: 867.654785
	Iteration 19Q: 3 clusters Score -1132414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1132404.000000 Penalty: 867.654785
	Iteration 20F: 3 clusters Score -1132404 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1132329.125000 Penalty: 867.654785
	Iteration 21Q: 3 clusters Score -1132329 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1132379.125000 Penalty: 867.654785
	Iteration 22Q: 3 clusters Score -1132379 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1132421.250000 Penalty: 867.654785
	Iteration 23Q: 3 clusters Score -1132421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1132440.875000 Penalty: 867.654785
	Iteration 24Q: 3 clusters Score -1132441 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1132437.250000 Penalty: 867.654785
	Iteration 25Q: 3 clusters Score -1132437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1132418.125000 Penalty: 867.654785
	Iteration 26Q: 3 clusters Score -1132418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1132423.125000 Penalty: 867.654785
	Iteration 27Q: 3 clusters Score -1132423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1132427.375000 Penalty: 867.654785
	Iteration 28Q: 3 clusters Score -1132427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1132417.000000 Penalty: 867.654785
	Iteration 29Q: 3 clusters Score -1132417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1132405.000000 Penalty: 867.654785
	Iteration 30Q: 3 clusters Score -1132405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1132413.000000 Penalty: 867.654785
	Iteration 31Q: 3 clusters Score -1132413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1132394.625000 Penalty: 867.654785
	Iteration 32Q: 3 clusters Score -1132395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1132387.750000 Penalty: 867.654785
	Iteration 33Q: 3 clusters Score -1132388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1132417.500000 Penalty: 867.654785
	Iteration 34Q: 3 clusters Score -1132418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1132423.125000 Penalty: 867.654785
	Iteration 35Q: 3 clusters Score -1132423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1132422.875000 Penalty: 867.654785
	Iteration 36Q: 3 clusters Score -1132423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1132429.375000 Penalty: 867.654785
	Iteration 37Q: 3 clusters Score -1132429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1132431.625000 Penalty: 867.654785
	Iteration 38Q: 3 clusters Score -1132432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1132433.500000 Penalty: 867.654785
	Iteration 39Q: 3 clusters Score -1132434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1132430.125000 Penalty: 867.654785
	Iteration 40F: 3 clusters Score -1132430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1132431.250000 Penalty: 867.654785
	Iteration 41Q: 3 clusters Score -1132431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1132441.375000 Penalty: 867.654785
	Iteration 42Q: 3 clusters Score -1132441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1132452.375000 Penalty: 867.654785
	Iteration 43Q: 3 clusters Score -1132452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1132470.125000 Penalty: 867.654785
	Iteration 44Q: 3 clusters Score -1132470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1132482.375000 Penalty: 867.654785
	Iteration 45Q: 3 clusters Score -1132482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1132478.625000 Penalty: 867.654785
	Iteration 46Q: 3 clusters Score -1132479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1132491.625000 Penalty: 867.654785
	Iteration 47Q: 3 clusters Score -1132492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1132498.000000 Penalty: 867.654785
	Iteration 48Q: 3 clusters Score -1132498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1132502.000000 Penalty: 867.654785
	Iteration 49Q: 3 clusters Score -1132502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1132519.375000 Penalty: 867.654785
	Iteration 50Q: 3 clusters Score -1132519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1132517.875000 Penalty: 867.654785
	Iteration 51Q: 3 clusters Score -1132518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1132523.000000 Penalty: 867.654785
	Iteration 52Q: 3 clusters Score -1132523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1132521.125000 Penalty: 867.654785
	Iteration 53Q: 3 clusters Score -1132521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1132519.375000 Penalty: 867.654785
	Iteration 54Q: 3 clusters Score -1132519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1132518.000000 Penalty: 867.654785
	Iteration 55Q: 3 clusters Score -1132518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1132520.375000 Penalty: 867.654785
	Iteration 56Q: 3 clusters Score -1132520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1132518.750000 Penalty: 867.654785
	Iteration 57Q: 3 clusters Score -1132519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1132528.125000 Penalty: 867.654785
	Iteration 58Q: 3 clusters Score -1132528 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1132536.875000 Penalty: 867.654785
	Iteration 59Q: 3 clusters Score -1132537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1132538.125000 Penalty: 867.654785
	Iteration 60F: 3 clusters Score -1132538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1132539.875000 Penalty: 867.654785
	Iteration 61Q: 3 clusters Score -1132540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1132541.750000 Penalty: 867.654785
	Iteration 62Q: 3 clusters Score -1132542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1132541.125000 Penalty: 867.654785
	Iteration 63Q: 3 clusters Score -1132541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1132542.750000 Penalty: 867.654785
	Iteration 64Q: 3 clusters Score -1132543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1132546.500000 Penalty: 867.654785
	Iteration 65Q: 3 clusters Score -1132546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1132544.750000 Penalty: 867.654785
	Iteration 66Q: 3 clusters Score -1132545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1132548.875000 Penalty: 867.654785
	Iteration 67Q: 3 clusters Score -1132549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1132549.750000 Penalty: 867.654785
	Iteration 68Q: 3 clusters Score -1132550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1132548.625000 Penalty: 867.654785
	Iteration 69Q: 3 clusters Score -1132549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1132548.500000 Penalty: 867.654785
	Iteration 70Q: 3 clusters Score -1132548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1132549.875000 Penalty: 867.654785
	Iteration 71Q: 3 clusters Score -1132550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1132550.875000 Penalty: 867.654785
	Iteration 72Q: 3 clusters Score -1132551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1132548.875000 Penalty: 867.654785
	Iteration 73Q: 3 clusters Score -1132549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1132549.875000 Penalty: 867.654785
	Iteration 74Q: 3 clusters Score -1132550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1132549.875000 Penalty: 867.654785
	Iteration 75F: 3 clusters Score -1132550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -422756.343750 Penalty: 388.352936
	Iteration 0F: 2 clusters Score -422756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -419332.656250 Penalty: 776.705872
	Iteration 0F: 3 clusters Score -419332.7 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -420520.968750 Penalty: 776.705872
	Iteration 1F: 3 clusters Score -420521 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -420618.750000 Penalty: 776.705872
	Iteration 2F: 3 clusters Score -420618.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -420711.281250 Penalty: 776.705872
	Iteration 3Q: 3 clusters Score -420711.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -420796.750000 Penalty: 776.705872
	Iteration 4Q: 3 clusters Score -420796.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -420891.718750 Penalty: 776.705872
	Iteration 5Q: 3 clusters Score -420891.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -421014.937500 Penalty: 776.705872
	Iteration 6Q: 3 clusters Score -421014.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -421166.875000 Penalty: 776.705872
	Iteration 7Q: 3 clusters Score -421166.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -421374.406250 Penalty: 776.705872
	Iteration 8F: 3 clusters Score -421374.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -421531.781250 Penalty: 776.705872
	Iteration 9F: 3 clusters Score -421531.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -421595.375000 Penalty: 776.705872
	Iteration 10Q: 3 clusters Score -421595.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -421640.312500 Penalty: 776.705872
	Iteration 11Q: 3 clusters Score -421640.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -421680.031250 Penalty: 776.705872
	Iteration 12Q: 3 clusters Score -421680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -421715.062500 Penalty: 776.705872
	Iteration 13Q: 3 clusters Score -421715.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -421750.031250 Penalty: 776.705872
	Iteration 14Q: 3 clusters Score -421750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -421804.093750 Penalty: 776.705872
	Iteration 15Q: 3 clusters Score -421804.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -421874.125000 Penalty: 776.705872
	Iteration 16Q: 3 clusters Score -421874.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -422004.156250 Penalty: 776.705872
	Iteration 17Q: 3 clusters Score -422004.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -422134.281250 Penalty: 776.705872
	Iteration 18Q: 3 clusters Score -422134.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -422244.312500 Penalty: 776.705872
	Iteration 19Q: 3 clusters Score -422244.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -422325.031250 Penalty: 776.705872
	Iteration 20F: 3 clusters Score -422325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -422387.968750 Penalty: 776.705872
	Iteration 21Q: 3 clusters Score -422388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -422415.593750 Penalty: 776.705872
	Iteration 22Q: 3 clusters Score -422415.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -422422.937500 Penalty: 776.705872
	Iteration 23Q: 3 clusters Score -422422.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -422428.500000 Penalty: 776.705872
	Iteration 24Q: 3 clusters Score -422428.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -422428.062500 Penalty: 776.705872
	Iteration 25Q: 3 clusters Score -422428.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -422425.375000 Penalty: 776.705872
	Iteration 26Q: 3 clusters Score -422425.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -422423.562500 Penalty: 776.705872
	Iteration 27Q: 3 clusters Score -422423.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -422424.968750 Penalty: 776.705872
	Iteration 28Q: 3 clusters Score -422425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -422435.375000 Penalty: 776.705872
	Iteration 29Q: 3 clusters Score -422435.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -422440.250000 Penalty: 776.705872
	Iteration 30Q: 3 clusters Score -422440.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -422447.187500 Penalty: 776.705872
	Iteration 31Q: 3 clusters Score -422447.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -422456.843750 Penalty: 776.705872
	Iteration 32Q: 3 clusters Score -422456.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -422456.937500 Penalty: 776.705872
	Iteration 33Q: 3 clusters Score -422456.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -422447.218750 Penalty: 776.705872
	Iteration 34Q: 3 clusters Score -422447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -422449.062500 Penalty: 776.705872
	Iteration 35Q: 3 clusters Score -422449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -422448.468750 Penalty: 776.705872
	Iteration 36Q: 3 clusters Score -422448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -422447.812500 Penalty: 776.705872
	Iteration 37Q: 3 clusters Score -422447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -422447.812500 Penalty: 776.705872
	Iteration 38F: 3 clusters Score -422447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -154762.906250 Penalty: 349.258453
	Iteration 0F: 2 clusters Score -154762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153209.250000 Penalty: 698.516907
	Iteration 0F: 3 clusters Score -153209.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -153722.031250 Penalty: 698.516907
	Iteration 1F: 3 clusters Score -153722 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -153839.968750 Penalty: 698.516907
	Iteration 2F: 3 clusters Score -153840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -153942.593750 Penalty: 698.516907
	Iteration 3F: 3 clusters Score -153942.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -154038.796875 Penalty: 698.516907
	Iteration 4F: 3 clusters Score -154038.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154123.875000 Penalty: 698.516907
	Iteration 5F: 3 clusters Score -154123.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -154187.937500 Penalty: 698.516907
	Iteration 6Q: 3 clusters Score -154187.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -154222.375000 Penalty: 698.516907
	Iteration 7Q: 3 clusters Score -154222.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -154241.328125 Penalty: 698.516907
	Iteration 8Q: 3 clusters Score -154241.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -154255.703125 Penalty: 698.516907
	Iteration 9Q: 3 clusters Score -154255.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -154268.328125 Penalty: 698.516907
	Iteration 10Q: 3 clusters Score -154268.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -154279.437500 Penalty: 698.516907
	Iteration 11Q: 3 clusters Score -154279.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154303.421875 Penalty: 698.516907
	Iteration 12Q: 3 clusters Score -154303.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -154324.031250 Penalty: 698.516907
	Iteration 13Q: 3 clusters Score -154324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154338.781250 Penalty: 698.516907
	Iteration 14Q: 3 clusters Score -154338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154354.796875 Penalty: 698.516907
	Iteration 15Q: 3 clusters Score -154354.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -154367.734375 Penalty: 698.516907
	Iteration 16Q: 3 clusters Score -154367.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154381.375000 Penalty: 698.516907
	Iteration 17Q: 3 clusters Score -154381.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154395.718750 Penalty: 698.516907
	Iteration 18Q: 3 clusters Score -154395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -154410.828125 Penalty: 698.516907
	Iteration 19Q: 3 clusters Score -154410.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -154428.281250 Penalty: 698.516907
	Iteration 20F: 3 clusters Score -154428.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -154447.687500 Penalty: 698.516907
	Iteration 21Q: 3 clusters Score -154447.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -154460.343750 Penalty: 698.516907
	Iteration 22Q: 3 clusters Score -154460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -154468.218750 Penalty: 698.516907
	Iteration 23Q: 3 clusters Score -154468.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -154475.531250 Penalty: 698.516907
	Iteration 24Q: 3 clusters Score -154475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -154478.109375 Penalty: 698.516907
	Iteration 25Q: 3 clusters Score -154478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154481.015625 Penalty: 698.516907
	Iteration 26Q: 3 clusters Score -154481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -154485.875000 Penalty: 698.516907
	Iteration 27Q: 3 clusters Score -154485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154488.343750 Penalty: 698.516907
	Iteration 28Q: 3 clusters Score -154488.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -154489.328125 Penalty: 698.516907
	Iteration 29Q: 3 clusters Score -154489.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -154491.125000 Penalty: 698.516907
	Iteration 30Q: 3 clusters Score -154491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -154492.875000 Penalty: 698.516907
	Iteration 31Q: 3 clusters Score -154492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -154496.156250 Penalty: 698.516907
	Iteration 32Q: 3 clusters Score -154496.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154499.984375 Penalty: 698.516907
	Iteration 33Q: 3 clusters Score -154500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -154503.250000 Penalty: 698.516907
	Iteration 34Q: 3 clusters Score -154503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154505.812500 Penalty: 698.516907
	Iteration 35Q: 3 clusters Score -154505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -154508.156250 Penalty: 698.516907
	Iteration 36Q: 3 clusters Score -154508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -154510.515625 Penalty: 698.516907
	Iteration 37Q: 3 clusters Score -154510.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -154514.406250 Penalty: 698.516907
	Iteration 38Q: 3 clusters Score -154514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -154518.343750 Penalty: 698.516907
	Iteration 39Q: 3 clusters Score -154518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -154520.062500 Penalty: 698.516907
	Iteration 40F: 3 clusters Score -154520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -154521.375000 Penalty: 698.516907
	Iteration 41Q: 3 clusters Score -154521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -154522.765625 Penalty: 698.516907
	Iteration 42Q: 3 clusters Score -154522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -154523.843750 Penalty: 698.516907
	Iteration 43Q: 3 clusters Score -154523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -154525.953125 Penalty: 698.516907
	Iteration 44Q: 3 clusters Score -154526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -154529.312500 Penalty: 698.516907
	Iteration 45Q: 3 clusters Score -154529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -154530.062500 Penalty: 698.516907
	Iteration 46Q: 3 clusters Score -154530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154530.750000 Penalty: 698.516907
	Iteration 47Q: 3 clusters Score -154530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154530.750000 Penalty: 698.516907
	Iteration 48F: 3 clusters Score -154530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -15097.419922 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -15097.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14729.968750 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -14729.97 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14923.784180 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -14923.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14970.206055 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -14970.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14983.478516 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -14983.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14987.636719 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -14987.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14993.700195 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -14993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14996.036133 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -14996.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14997.070312 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -14997.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -15003.488281 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -15003.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15013.454102 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -15013.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15020.488281 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -15020.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15024.077148 Penalty: 533.071899
	Iteration 11Q: 3 clusters Score -15024.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15028.109375 Penalty: 533.071899
	Iteration 12Q: 3 clusters Score -15028.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15029.577148 Penalty: 533.071899
	Iteration 13Q: 3 clusters Score -15029.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15029.577148 Penalty: 533.071899
	Iteration 14F: 3 clusters Score -15029.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -24387.759766 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -24387.76 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 194 members 
Entering Unmasked Estep 
Score: -23970.869141 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -23970.87 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24119.117188 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -24119.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24145.355469 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -24145.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24155.435547 Penalty: 545.450500
	Iteration 3Q: 3 clusters Score -24155.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24164.531250 Penalty: 545.450500
	Iteration 4Q: 3 clusters Score -24164.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -24208.380859 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -24208.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24240.132812 Penalty: 545.450500
	Iteration 6F: 3 clusters Score -24240.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24253.052734 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -24253.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24263.716797 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -24263.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24265.220703 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -24265.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24267.634766 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -24267.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24267.634766 Penalty: 545.450500
	Iteration 11F: 3 clusters Score -24267.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -124666.289062 Penalty: 339.057922
	Iteration 0F: 2 clusters Score -124666.3 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 889 members 
Entering Unmasked Estep 
Score: -123392.500000 Penalty: 678.115845
	Iteration 0F: 3 clusters Score -123392.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -123876.140625 Penalty: 678.115845
	Iteration 1F: 3 clusters Score -123876.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -124016.570312 Penalty: 678.115845
	Iteration 2F: 3 clusters Score -124016.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -124147.687500 Penalty: 678.115845
	Iteration 3F: 3 clusters Score -124147.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -124239.445312 Penalty: 678.115845
	Iteration 4F: 3 clusters Score -124239.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -124317.859375 Penalty: 678.115845
	Iteration 5Q: 3 clusters Score -124317.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -124375.781250 Penalty: 678.115845
	Iteration 6Q: 3 clusters Score -124375.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -124420.867188 Penalty: 678.115845
	Iteration 7Q: 3 clusters Score -124420.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -124450.593750 Penalty: 678.115845
	Iteration 8Q: 3 clusters Score -124450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -124465.164062 Penalty: 678.115845
	Iteration 9Q: 3 clusters Score -124465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -124472.648438 Penalty: 678.115845
	Iteration 10Q: 3 clusters Score -124472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -124479.554688 Penalty: 678.115845
	Iteration 11Q: 3 clusters Score -124479.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -124488.554688 Penalty: 678.115845
	Iteration 12Q: 3 clusters Score -124488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124493.007812 Penalty: 678.115845
	Iteration 13Q: 3 clusters Score -124493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -124495.914062 Penalty: 678.115845
	Iteration 14Q: 3 clusters Score -124495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124498.937500 Penalty: 678.115845
	Iteration 15Q: 3 clusters Score -124498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -124502.023438 Penalty: 678.115845
	Iteration 16Q: 3 clusters Score -124502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -124503.531250 Penalty: 678.115845
	Iteration 17Q: 3 clusters Score -124503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -124508.054688 Penalty: 678.115845
	Iteration 18Q: 3 clusters Score -124508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -124508.796875 Penalty: 678.115845
	Iteration 19Q: 3 clusters Score -124508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124509.007812 Penalty: 678.115845
	Iteration 20F: 3 clusters Score -124509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -124509.234375 Penalty: 678.115845
	Iteration 21Q: 3 clusters Score -124509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -124509.234375 Penalty: 678.115845
	Iteration 22F: 3 clusters Score -124509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10492.708008 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10492.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10228.137695 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10228.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10297.769531 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10297.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10314.867188 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10314.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -10319.815430 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -10319.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10320.137695 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -10320.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10320.700195 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -10320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10321.898438 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -10321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10324.728516 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -10324.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10331.253906 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -10331.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10333.493164 Penalty: 490.405548
	Iteration 9Q: 3 clusters Score -10333.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -10336.777344 Penalty: 490.405548
	Iteration 10Q: 3 clusters Score -10336.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10338.447266 Penalty: 490.405548
	Iteration 11Q: 3 clusters Score -10338.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10344.212891 Penalty: 490.405548
	Iteration 12Q: 3 clusters Score -10344.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10351.477539 Penalty: 490.405548
	Iteration 13Q: 3 clusters Score -10351.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10354.528320 Penalty: 490.405548
	Iteration 14Q: 3 clusters Score -10354.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10358.602539 Penalty: 490.405548
	Iteration 15Q: 3 clusters Score -10358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10361.938477 Penalty: 490.405548
	Iteration 16Q: 3 clusters Score -10361.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10362.961914 Penalty: 490.405548
	Iteration 17Q: 3 clusters Score -10362.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10362.961914 Penalty: 490.405548
	Iteration 18F: 3 clusters Score -10362.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 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 121 members 
Entering Unmasked Estep 
Score: -14498.291016 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14498.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14571.854492 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14571.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14597.427734 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14597.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14613.466797 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14613.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14632.456055 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14632.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14637.021484 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14637.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14642.469727 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14642.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14649.131836 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14649.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14655.796875 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -14655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14658.373047 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -14658.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14658.373047 Penalty: 497.208710
	Iteration 10F: 3 clusters Score -14658.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -13969.660156 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -13969.66 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 94 members 
Entering Unmasked Estep 
Score: -13685.076172 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -13685.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13754.065430 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -13754.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13782.868164 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -13782.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13795.789062 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -13795.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13808.256836 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -13808.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13814.013672 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -13814.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13817.138672 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -13817.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13819.527344 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -13819.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13819.780273 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -13819.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13819.913086 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -13819.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13819.913086 Penalty: 489.150330
	Iteration 10F: 3 clusters Score -13819.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (5129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Entering Unmasked Estep 
Score: -416551.937500 Penalty: 388.691315
	Iteration 0F: 2 clusters Score -416551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -413084.968750 Penalty: 777.382629
	Iteration 0F: 3 clusters Score -413085 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -414389.906250 Penalty: 777.382629
	Iteration 1F: 3 clusters Score -414389.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -414506.531250 Penalty: 777.382629
	Iteration 2F: 3 clusters Score -414506.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -414622.687500 Penalty: 777.382629
	Iteration 3Q: 3 clusters Score -414622.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -414746.500000 Penalty: 777.382629
	Iteration 4F: 3 clusters Score -414746.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -414925.781250 Penalty: 777.382629
	Iteration 5F: 3 clusters Score -414925.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -415140.593750 Penalty: 777.382629
	Iteration 6F: 3 clusters Score -415140.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -415327.781250 Penalty: 777.382629
	Iteration 7F: 3 clusters Score -415327.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -415445.906250 Penalty: 777.382629
	Iteration 8Q: 3 clusters Score -415445.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -415518.375000 Penalty: 777.382629
	Iteration 9Q: 3 clusters Score -415518.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -415570.437500 Penalty: 777.382629
	Iteration 10Q: 3 clusters Score -415570.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -415628.500000 Penalty: 777.382629
	Iteration 11Q: 3 clusters Score -415628.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -415680.187500 Penalty: 777.382629
	Iteration 12Q: 3 clusters Score -415680.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -415726.343750 Penalty: 777.382629
	Iteration 13Q: 3 clusters Score -415726.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -415775.531250 Penalty: 777.382629
	Iteration 14Q: 3 clusters Score -415775.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -415827.187500 Penalty: 777.382629
	Iteration 15Q: 3 clusters Score -415827.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415883.468750 Penalty: 777.382629
	Iteration 16Q: 3 clusters Score -415883.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -415938.062500 Penalty: 777.382629
	Iteration 17Q: 3 clusters Score -415938.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -415971.750000 Penalty: 777.382629
	Iteration 18Q: 3 clusters Score -415971.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -416001.062500 Penalty: 777.382629
	Iteration 19Q: 3 clusters Score -416001.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -416034.812500 Penalty: 777.382629
	Iteration 20F: 3 clusters Score -416034.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -416051.875000 Penalty: 777.382629
	Iteration 21Q: 3 clusters Score -416051.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -416063.718750 Penalty: 777.382629
	Iteration 22Q: 3 clusters Score -416063.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -416073.687500 Penalty: 777.382629
	Iteration 23Q: 3 clusters Score -416073.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -416081.593750 Penalty: 777.382629
	Iteration 24Q: 3 clusters Score -416081.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -416087.531250 Penalty: 777.382629
	Iteration 25Q: 3 clusters Score -416087.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -416092.562500 Penalty: 777.382629
	Iteration 26Q: 3 clusters Score -416092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -416096.937500 Penalty: 777.382629
	Iteration 27Q: 3 clusters Score -416096.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -416104.000000 Penalty: 777.382629
	Iteration 28Q: 3 clusters Score -416104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -416108.593750 Penalty: 777.382629
	Iteration 29Q: 3 clusters Score -416108.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -416112.437500 Penalty: 777.382629
	Iteration 30Q: 3 clusters Score -416112.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -416115.625000 Penalty: 777.382629
	Iteration 31Q: 3 clusters Score -416115.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -416118.937500 Penalty: 777.382629
	Iteration 32Q: 3 clusters Score -416118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -416122.437500 Penalty: 777.382629
	Iteration 33Q: 3 clusters Score -416122.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -416125.125000 Penalty: 777.382629
	Iteration 34Q: 3 clusters Score -416125.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -416130.093750 Penalty: 777.382629
	Iteration 35Q: 3 clusters Score -416130.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -416135.187500 Penalty: 777.382629
	Iteration 36Q: 3 clusters Score -416135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416136.906250 Penalty: 777.382629
	Iteration 37Q: 3 clusters Score -416136.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -416139.093750 Penalty: 777.382629
	Iteration 38Q: 3 clusters Score -416139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -416140.375000 Penalty: 777.382629
	Iteration 39Q: 3 clusters Score -416140.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -416143.625000 Penalty: 777.382629
	Iteration 40F: 3 clusters Score -416143.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -416144.312500 Penalty: 777.382629
	Iteration 41Q: 3 clusters Score -416144.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -416146.406250 Penalty: 777.382629
	Iteration 42Q: 3 clusters Score -416146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -416147.531250 Penalty: 777.382629
	Iteration 43Q: 3 clusters Score -416147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -416148.781250 Penalty: 777.382629
	Iteration 44Q: 3 clusters Score -416148.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -416148.687500 Penalty: 777.382629
	Iteration 45Q: 3 clusters Score -416148.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -416149.000000 Penalty: 777.382629
	Iteration 46Q: 3 clusters Score -416149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -416149.187500 Penalty: 777.382629
	Iteration 47Q: 3 clusters Score -416149.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -416148.250000 Penalty: 777.382629
	Iteration 48Q: 3 clusters Score -416148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -416148.218750 Penalty: 777.382629
	Iteration 49Q: 3 clusters Score -416148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -416148.781250 Penalty: 777.382629
	Iteration 50Q: 3 clusters Score -416148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -416147.937500 Penalty: 777.382629
	Iteration 51Q: 3 clusters Score -416147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -416148.593750 Penalty: 777.382629
	Iteration 52Q: 3 clusters Score -416148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -416148.593750 Penalty: 777.382629
	Iteration 53Q: 3 clusters Score -416148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -416147.843750 Penalty: 777.382629
	Iteration 54Q: 3 clusters Score -416147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -416148.218750 Penalty: 777.382629
	Iteration 55Q: 3 clusters Score -416148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -416148.750000 Penalty: 777.382629
	Iteration 56Q: 3 clusters Score -416148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -416148.968750 Penalty: 777.382629
	Iteration 57Q: 3 clusters Score -416149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -416148.062500 Penalty: 777.382629
	Iteration 58Q: 3 clusters Score -416148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -416148.937500 Penalty: 777.382629
	Iteration 59Q: 3 clusters Score -416148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -416148.968750 Penalty: 777.382629
	Iteration 60F: 3 clusters Score -416149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -416149.468750 Penalty: 777.382629
	Iteration 61Q: 3 clusters Score -416149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -416149.593750 Penalty: 777.382629
	Iteration 62Q: 3 clusters Score -416149.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -416149.593750 Penalty: 777.382629
	Iteration 63F: 3 clusters Score -416149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (4794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Entering Unmasked Estep 
Score: -392579.062500 Penalty: 385.617981
	Iteration 0F: 2 clusters Score -392579.1 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 2376 members 
Entering Unmasked Estep 
Score: -389355.343750 Penalty: 771.235962
	Iteration 0F: 3 clusters Score -389355.3 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -390479.968750 Penalty: 771.235962
	Iteration 1F: 3 clusters Score -390480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -390579.593750 Penalty: 771.235962
	Iteration 2F: 3 clusters Score -390579.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -390730.468750 Penalty: 771.235962
	Iteration 3F: 3 clusters Score -390730.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -390904.125000 Penalty: 771.235962
	Iteration 4F: 3 clusters Score -390904.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -391121.312500 Penalty: 771.235962
	Iteration 5F: 3 clusters Score -391121.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -391354.968750 Penalty: 771.235962
	Iteration 6F: 3 clusters Score -391355 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -391608.812500 Penalty: 771.235962
	Iteration 7F: 3 clusters Score -391608.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -391807.750000 Penalty: 771.235962
	Iteration 8Q: 3 clusters Score -391807.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -391952.781250 Penalty: 771.235962
	Iteration 9Q: 3 clusters Score -391952.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -392070.687500 Penalty: 771.235962
	Iteration 10Q: 3 clusters Score -392070.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -392142.562500 Penalty: 771.235962
	Iteration 11Q: 3 clusters Score -392142.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -392178.625000 Penalty: 771.235962
	Iteration 12Q: 3 clusters Score -392178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -392199.156250 Penalty: 771.235962
	Iteration 13Q: 3 clusters Score -392199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -392210.218750 Penalty: 771.235962
	Iteration 14Q: 3 clusters Score -392210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -392218.843750 Penalty: 771.235962
	Iteration 15Q: 3 clusters Score -392218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -392222.656250 Penalty: 771.235962
	Iteration 16Q: 3 clusters Score -392222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -392225.218750 Penalty: 771.235962
	Iteration 17Q: 3 clusters Score -392225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -392226.625000 Penalty: 771.235962
	Iteration 18Q: 3 clusters Score -392226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -392226.625000 Penalty: 771.235962
	Iteration 19F: 3 clusters Score -392226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -40025.632812 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -40025.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39532.605469 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -39532.61 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -39655.921875 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -39655.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -39678.589844 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -39678.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -39692.023438 Penalty: 571.686279
	Iteration 3Q: 3 clusters Score -39692.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39713.089844 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -39713.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -39731.644531 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -39731.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39754.500000 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -39754.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39777.351562 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -39777.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -39793.175781 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -39793.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39809.000000 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -39809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39819.871094 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -39819.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39827.394531 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -39827.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -39833.929688 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -39833.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -39838.828125 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -39838.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39840.867188 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -39840.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39842.042969 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -39842.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39849.531250 Penalty: 571.686279
	Iteration 16F: 3 clusters Score -39849.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39856.062500 Penalty: 571.686279
	Iteration 17Q: 3 clusters Score -39856.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39858.542969 Penalty: 571.686279
	Iteration 18Q: 3 clusters Score -39858.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39859.656250 Penalty: 571.686279
	Iteration 19Q: 3 clusters Score -39859.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -39859.925781 Penalty: 571.686279
	Iteration 20F: 3 clusters Score -39859.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9813.150391 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9813.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9557.087891 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9557.088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9661.034180 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9661.034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9725.584961 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9725.585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9751.553711 Penalty: 477.956909
	Iteration 3F: 3 clusters Score -9751.554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9779.681641 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9779.682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9784.447266 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9784.447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9793.298828 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9793.299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9794.253906 Penalty: 477.956909
	Iteration 7Q: 3 clusters Score -9794.254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9794.253906 Penalty: 477.956909
	Iteration 8F: 3 clusters Score -9794.254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Entering Unmasked Estep 
Score: -1397048.375000 Penalty: 444.020508
	Iteration 0F: 2 clusters Score -1397048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1385433.250000 Penalty: 888.041016
	Iteration 0F: 3 clusters Score -1385433 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1390220.125000 Penalty: 888.041016
	Iteration 1F: 3 clusters Score -1390220 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1390385.250000 Penalty: 888.041016
	Iteration 2Q: 3 clusters Score -1390385 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1390570.500000 Penalty: 888.041016
	Iteration 3Q: 3 clusters Score -1390570 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1390788.125000 Penalty: 888.041016
	Iteration 4Q: 3 clusters Score -1390788 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1391074.500000 Penalty: 888.041016
	Iteration 5Q: 3 clusters Score -1391074 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1391435.750000 Penalty: 888.041016
	Iteration 6Q: 3 clusters Score -1391436 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1391926.375000 Penalty: 888.041016
	Iteration 7Q: 3 clusters Score -1391926 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1392616.125000 Penalty: 888.041016
	Iteration 8F: 3 clusters Score -1392616 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1393355.875000 Penalty: 888.041016
	Iteration 9F: 3 clusters Score -1393356 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1393869.375000 Penalty: 888.041016
	Iteration 10Q: 3 clusters Score -1393869 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1394087.125000 Penalty: 888.041016
	Iteration 11Q: 3 clusters Score -1394087 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1394227.750000 Penalty: 888.041016
	Iteration 12Q: 3 clusters Score -1394228 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1394370.375000 Penalty: 888.041016
	Iteration 13Q: 3 clusters Score -1394370 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1394525.875000 Penalty: 888.041016
	Iteration 14Q: 3 clusters Score -1394526 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1394728.000000 Penalty: 888.041016
	Iteration 15Q: 3 clusters Score -1394728 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1394983.875000 Penalty: 888.041016
	Iteration 16Q: 3 clusters Score -1394984 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1395230.000000 Penalty: 888.041016
	Iteration 17Q: 3 clusters Score -1395230 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1395473.875000 Penalty: 888.041016
	Iteration 18Q: 3 clusters Score -1395474 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1395654.125000 Penalty: 888.041016
	Iteration 19Q: 3 clusters Score -1395654 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1395785.125000 Penalty: 888.041016
	Iteration 20F: 3 clusters Score -1395785 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1395849.125000 Penalty: 888.041016
	Iteration 21Q: 3 clusters Score -1395849 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1395888.125000 Penalty: 888.041016
	Iteration 22Q: 3 clusters Score -1395888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1395914.500000 Penalty: 888.041016
	Iteration 23Q: 3 clusters Score -1395914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1395917.500000 Penalty: 888.041016
	Iteration 24Q: 3 clusters Score -1395918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1395921.875000 Penalty: 888.041016
	Iteration 25Q: 3 clusters Score -1395922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1395927.750000 Penalty: 888.041016
	Iteration 26Q: 3 clusters Score -1395928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1395934.750000 Penalty: 888.041016
	Iteration 27Q: 3 clusters Score -1395935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1395943.500000 Penalty: 888.041016
	Iteration 28Q: 3 clusters Score -1395944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1395947.000000 Penalty: 888.041016
	Iteration 29Q: 3 clusters Score -1395947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1395945.875000 Penalty: 888.041016
	Iteration 30Q: 3 clusters Score -1395946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1395947.625000 Penalty: 888.041016
	Iteration 31Q: 3 clusters Score -1395948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1395944.500000 Penalty: 888.041016
	Iteration 32Q: 3 clusters Score -1395944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1395943.000000 Penalty: 888.041016
	Iteration 33Q: 3 clusters Score -1395943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1395946.875000 Penalty: 888.041016
	Iteration 34Q: 3 clusters Score -1395947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1395948.625000 Penalty: 888.041016
	Iteration 35Q: 3 clusters Score -1395949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1395955.125000 Penalty: 888.041016
	Iteration 36Q: 3 clusters Score -1395955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1395955.375000 Penalty: 888.041016
	Iteration 37Q: 3 clusters Score -1395955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1395956.125000 Penalty: 888.041016
	Iteration 38Q: 3 clusters Score -1395956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1395955.875000 Penalty: 888.041016
	Iteration 39Q: 3 clusters Score -1395956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1395957.875000 Penalty: 888.041016
	Iteration 40F: 3 clusters Score -1395958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1395959.750000 Penalty: 888.041016
	Iteration 41Q: 3 clusters Score -1395960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1395960.000000 Penalty: 888.041016
	Iteration 42Q: 3 clusters Score -1395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1395961.000000 Penalty: 888.041016
	Iteration 43Q: 3 clusters Score -1395961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1395960.125000 Penalty: 888.041016
	Iteration 44Q: 3 clusters Score -1395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1395959.875000 Penalty: 888.041016
	Iteration 45Q: 3 clusters Score -1395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1395961.625000 Penalty: 888.041016
	Iteration 46Q: 3 clusters Score -1395962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1395961.000000 Penalty: 888.041016
	Iteration 47Q: 3 clusters Score -1395961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1395961.375000 Penalty: 888.041016
	Iteration 48Q: 3 clusters Score -1395961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1395960.375000 Penalty: 888.041016
	Iteration 49Q: 3 clusters Score -1395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1395960.500000 Penalty: 888.041016
	Iteration 50Q: 3 clusters Score -1395960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1395959.125000 Penalty: 888.041016
	Iteration 51Q: 3 clusters Score -1395959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1395960.125000 Penalty: 888.041016
	Iteration 52Q: 3 clusters Score -1395960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1395962.125000 Penalty: 888.041016
	Iteration 53Q: 3 clusters Score -1395962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1395961.375000 Penalty: 888.041016
	Iteration 54Q: 3 clusters Score -1395961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1395960.500000 Penalty: 888.041016
	Iteration 55Q: 3 clusters Score -1395960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1395961.125000 Penalty: 888.041016
	Iteration 56Q: 3 clusters Score -1395961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1395960.750000 Penalty: 888.041016
	Iteration 57Q: 3 clusters Score -1395961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1395961.125000 Penalty: 888.041016
	Iteration 58Q: 3 clusters Score -1395961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1395961.125000 Penalty: 888.041016
	Iteration 59F: 3 clusters Score -1395961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (30964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Entering Unmasked Estep 
Score: -2507653.500000 Penalty: 470.496429
	Iteration 0F: 2 clusters Score -2507654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2487870.250000 Penalty: 940.992859
	Iteration 0F: 3 clusters Score -2487870 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2496483.500000 Penalty: 940.992859
	Iteration 1F: 3 clusters Score -2496484 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2496700.250000 Penalty: 940.992859
	Iteration 2Q: 3 clusters Score -2496700 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2496991.250000 Penalty: 940.992859
	Iteration 3Q: 3 clusters Score -2496991 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2497335.750000 Penalty: 940.992859
	Iteration 4Q: 3 clusters Score -2497336 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2497891.750000 Penalty: 940.992859
	Iteration 5F: 3 clusters Score -2497892 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2498781.500000 Penalty: 940.992859
	Iteration 6F: 3 clusters Score -2498782 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2500147.750000 Penalty: 940.992859
	Iteration 7F: 3 clusters Score -2500148 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2501467.500000 Penalty: 940.992859
	Iteration 8F: 3 clusters Score -2501468 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2502460.500000 Penalty: 940.992859
	Iteration 9F: 3 clusters Score -2502460 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2503197.000000 Penalty: 940.992859
	Iteration 10Q: 3 clusters Score -2503197 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2503686.250000 Penalty: 940.992859
	Iteration 11Q: 3 clusters Score -2503686 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2504164.000000 Penalty: 940.992859
	Iteration 12Q: 3 clusters Score -2504164 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2504669.500000 Penalty: 940.992859
	Iteration 13Q: 3 clusters Score -2504670 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2505189.750000 Penalty: 940.992859
	Iteration 14Q: 3 clusters Score -2505190 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2505636.500000 Penalty: 940.992859
	Iteration 15Q: 3 clusters Score -2505636 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2505989.500000 Penalty: 940.992859
	Iteration 16Q: 3 clusters Score -2505990 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2506367.750000 Penalty: 940.992859
	Iteration 17Q: 3 clusters Score -2506368 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2506627.250000 Penalty: 940.992859
	Iteration 18Q: 3 clusters Score -2506627 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2506846.500000 Penalty: 940.992859
	Iteration 19Q: 3 clusters Score -2506846 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2507042.250000 Penalty: 940.992859
	Iteration 20F: 3 clusters Score -2507042 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2507181.500000 Penalty: 940.992859
	Iteration 21Q: 3 clusters Score -2507182 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2507254.750000 Penalty: 940.992859
	Iteration 22Q: 3 clusters Score -2507255 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2507303.500000 Penalty: 940.992859
	Iteration 23Q: 3 clusters Score -2507304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2507346.000000 Penalty: 940.992859
	Iteration 24Q: 3 clusters Score -2507346 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2507379.500000 Penalty: 940.992859
	Iteration 25Q: 3 clusters Score -2507380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2507393.000000 Penalty: 940.992859
	Iteration 26Q: 3 clusters Score -2507393 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2507411.000000 Penalty: 940.992859
	Iteration 27Q: 3 clusters Score -2507411 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2507415.000000 Penalty: 940.992859
	Iteration 28Q: 3 clusters Score -2507415 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2507430.500000 Penalty: 940.992859
	Iteration 29Q: 3 clusters Score -2507430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2507469.750000 Penalty: 940.992859
	Iteration 30Q: 3 clusters Score -2507470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2507510.750000 Penalty: 940.992859
	Iteration 31Q: 3 clusters Score -2507511 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2507577.750000 Penalty: 940.992859
	Iteration 32Q: 3 clusters Score -2507578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2507644.500000 Penalty: 940.992859
	Iteration 33Q: 3 clusters Score -2507644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2507705.750000 Penalty: 940.992859
	Iteration 34Q: 3 clusters Score -2507706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2507775.250000 Penalty: 940.992859
	Iteration 35Q: 3 clusters Score -2507775 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2507788.250000 Penalty: 940.992859
	Iteration 36Q: 3 clusters Score -2507788 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2507841.750000 Penalty: 940.992859
	Iteration 37Q: 3 clusters Score -2507842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2507883.000000 Penalty: 940.992859
	Iteration 38Q: 3 clusters Score -2507883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2507885.000000 Penalty: 940.992859
	Iteration 39Q: 3 clusters Score -2507885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2507923.750000 Penalty: 940.992859
	Iteration 40F: 3 clusters Score -2507924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2507945.250000 Penalty: 940.992859
	Iteration 41Q: 3 clusters Score -2507945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2507940.750000 Penalty: 940.992859
	Iteration 42Q: 3 clusters Score -2507941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2507953.000000 Penalty: 940.992859
	Iteration 43Q: 3 clusters Score -2507953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2507951.750000 Penalty: 940.992859
	Iteration 44Q: 3 clusters Score -2507952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2507955.500000 Penalty: 940.992859
	Iteration 45Q: 3 clusters Score -2507956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2507962.500000 Penalty: 940.992859
	Iteration 46Q: 3 clusters Score -2507962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2507968.500000 Penalty: 940.992859
	Iteration 47Q: 3 clusters Score -2507968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2507968.500000 Penalty: 940.992859
	Iteration 48F: 3 clusters Score -2507968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8858 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 22106 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 33033 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
Score: -42173188.000000 Penalty: 43941.359375
Splitting cluster 61 changes total score from -42173128.000000 to -42173188.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 62 (26462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Entering Unmasked Estep 
Score: -2149758.750000 Penalty: 463.347656
	Iteration 0F: 2 clusters Score -2149759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2132978.750000 Penalty: 926.695312
	Iteration 0F: 3 clusters Score -2132979 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2141103.750000 Penalty: 926.695312
	Iteration 1F: 3 clusters Score -2141104 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2142077.000000 Penalty: 926.695312
	Iteration 2F: 3 clusters Score -2142077 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2143483.750000 Penalty: 926.695312
	Iteration 3F: 3 clusters Score -2143484 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2144953.750000 Penalty: 926.695312
	Iteration 4F: 3 clusters Score -2144954 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2145987.500000 Penalty: 926.695312
	Iteration 5F: 3 clusters Score -2145988 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2146575.500000 Penalty: 926.695312
	Iteration 6Q: 3 clusters Score -2146576 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2146946.000000 Penalty: 926.695312
	Iteration 7Q: 3 clusters Score -2146946 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2147315.000000 Penalty: 926.695312
	Iteration 8Q: 3 clusters Score -2147315 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2147701.500000 Penalty: 926.695312
	Iteration 9Q: 3 clusters Score -2147702 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2148088.750000 Penalty: 926.695312
	Iteration 10Q: 3 clusters Score -2148089 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2148427.250000 Penalty: 926.695312
	Iteration 11Q: 3 clusters Score -2148427 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2148686.000000 Penalty: 926.695312
	Iteration 12Q: 3 clusters Score -2148686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2148865.000000 Penalty: 926.695312
	Iteration 13Q: 3 clusters Score -2148865 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2148960.750000 Penalty: 926.695312
	Iteration 14Q: 3 clusters Score -2148961 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2149033.250000 Penalty: 926.695312
	Iteration 15Q: 3 clusters Score -2149033 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2149117.250000 Penalty: 926.695312
	Iteration 16Q: 3 clusters Score -2149117 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2149162.500000 Penalty: 926.695312
	Iteration 17Q: 3 clusters Score -2149162 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2149191.000000 Penalty: 926.695312
	Iteration 18Q: 3 clusters Score -2149191 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2149216.500000 Penalty: 926.695312
	Iteration 19Q: 3 clusters Score -2149216 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2149241.750000 Penalty: 926.695312
	Iteration 20F: 3 clusters Score -2149242 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2149259.000000 Penalty: 926.695312
	Iteration 21Q: 3 clusters Score -2149259 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2149271.750000 Penalty: 926.695312
	Iteration 22Q: 3 clusters Score -2149272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2149265.500000 Penalty: 926.695312
	Iteration 23Q: 3 clusters Score -2149266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2149264.250000 Penalty: 926.695312
	Iteration 24Q: 3 clusters Score -2149264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2149259.500000 Penalty: 926.695312
	Iteration 25Q: 3 clusters Score -2149260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2149264.500000 Penalty: 926.695312
	Iteration 26Q: 3 clusters Score -2149264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2149268.250000 Penalty: 926.695312
	Iteration 27Q: 3 clusters Score -2149268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2149280.250000 Penalty: 926.695312
	Iteration 28Q: 3 clusters Score -2149280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2149283.250000 Penalty: 926.695312
	Iteration 29Q: 3 clusters Score -2149283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2149285.000000 Penalty: 926.695312
	Iteration 30Q: 3 clusters Score -2149285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2149282.250000 Penalty: 926.695312
	Iteration 31Q: 3 clusters Score -2149282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2149274.750000 Penalty: 926.695312
	Iteration 32Q: 3 clusters Score -2149275 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2149277.250000 Penalty: 926.695312
	Iteration 33Q: 3 clusters Score -2149277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2149269.500000 Penalty: 926.695312
	Iteration 34Q: 3 clusters Score -2149270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2149268.500000 Penalty: 926.695312
	Iteration 35Q: 3 clusters Score -2149268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2149280.250000 Penalty: 926.695312
	Iteration 36Q: 3 clusters Score -2149280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2149283.500000 Penalty: 926.695312
	Iteration 37Q: 3 clusters Score -2149284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2149283.500000 Penalty: 926.695312
	Iteration 38Q: 3 clusters Score -2149284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2149283.250000 Penalty: 926.695312
	Iteration 39Q: 3 clusters Score -2149283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2149280.000000 Penalty: 926.695312
	Iteration 40F: 3 clusters Score -2149280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2149274.250000 Penalty: 926.695312
	Iteration 41Q: 3 clusters Score -2149274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2149274.500000 Penalty: 926.695312
	Iteration 42Q: 3 clusters Score -2149274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2149277.000000 Penalty: 926.695312
	Iteration 43Q: 3 clusters Score -2149277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2149270.750000 Penalty: 926.695312
	Iteration 44Q: 3 clusters Score -2149271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2149268.750000 Penalty: 926.695312
	Iteration 45Q: 3 clusters Score -2149269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2149271.500000 Penalty: 926.695312
	Iteration 46Q: 3 clusters Score -2149272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2149274.000000 Penalty: 926.695312
	Iteration 47Q: 3 clusters Score -2149274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2149281.000000 Penalty: 926.695312
	Iteration 48Q: 3 clusters Score -2149281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2149292.750000 Penalty: 926.695312
	Iteration 49Q: 3 clusters Score -2149293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2149295.000000 Penalty: 926.695312
	Iteration 50Q: 3 clusters Score -2149295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2149291.750000 Penalty: 926.695312
	Iteration 51Q: 3 clusters Score -2149292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2149297.000000 Penalty: 926.695312
	Iteration 52Q: 3 clusters Score -2149297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2149298.000000 Penalty: 926.695312
	Iteration 53Q: 3 clusters Score -2149298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2149298.500000 Penalty: 926.695312
	Iteration 54Q: 3 clusters Score -2149298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2149301.500000 Penalty: 926.695312
	Iteration 55Q: 3 clusters Score -2149302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2149305.750000 Penalty: 926.695312
	Iteration 56Q: 3 clusters Score -2149306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2149304.000000 Penalty: 926.695312
	Iteration 57Q: 3 clusters Score -2149304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2149310.000000 Penalty: 926.695312
	Iteration 58Q: 3 clusters Score -2149310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2149309.000000 Penalty: 926.695312
	Iteration 59Q: 3 clusters Score -2149309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2149313.500000 Penalty: 926.695312
	Iteration 60F: 3 clusters Score -2149314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2149313.000000 Penalty: 926.695312
	Iteration 61Q: 3 clusters Score -2149313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2149315.000000 Penalty: 926.695312
	Iteration 62Q: 3 clusters Score -2149315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2149323.500000 Penalty: 926.695312
	Iteration 63Q: 3 clusters Score -2149324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2149324.500000 Penalty: 926.695312
	Iteration 64Q: 3 clusters Score -2149324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2149323.750000 Penalty: 926.695312
	Iteration 65Q: 3 clusters Score -2149324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2149320.250000 Penalty: 926.695312
	Iteration 66Q: 3 clusters Score -2149320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2149316.250000 Penalty: 926.695312
	Iteration 67Q: 3 clusters Score -2149316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2149316.250000 Penalty: 926.695312
	Iteration 68Q: 3 clusters Score -2149316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2149315.250000 Penalty: 926.695312
	Iteration 69Q: 3 clusters Score -2149315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2149319.250000 Penalty: 926.695312
	Iteration 70Q: 3 clusters Score -2149319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2149322.250000 Penalty: 926.695312
	Iteration 71Q: 3 clusters Score -2149322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2149322.500000 Penalty: 926.695312
	Iteration 72Q: 3 clusters Score -2149322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2149325.750000 Penalty: 926.695312
	Iteration 73Q: 3 clusters Score -2149326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2149324.750000 Penalty: 926.695312
	Iteration 74Q: 3 clusters Score -2149325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2149328.250000 Penalty: 926.695312
	Iteration 75Q: 3 clusters Score -2149328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2149331.250000 Penalty: 926.695312
	Iteration 76Q: 3 clusters Score -2149331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2149338.250000 Penalty: 926.695312
	Iteration 77Q: 3 clusters Score -2149338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2149344.500000 Penalty: 926.695312
	Iteration 78Q: 3 clusters Score -2149344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2149347.500000 Penalty: 926.695312
	Iteration 79Q: 3 clusters Score -2149348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2149344.250000 Penalty: 926.695312
	Iteration 80F: 3 clusters Score -2149344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2149344.250000 Penalty: 926.695312
	Iteration 81Q: 3 clusters Score -2149344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2149346.000000 Penalty: 926.695312
	Iteration 82Q: 3 clusters Score -2149346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2149352.750000 Penalty: 926.695312
	Iteration 83Q: 3 clusters Score -2149353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2149350.750000 Penalty: 926.695312
	Iteration 84Q: 3 clusters Score -2149351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2149348.750000 Penalty: 926.695312
	Iteration 85Q: 3 clusters Score -2149349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2149344.000000 Penalty: 926.695312
	Iteration 86Q: 3 clusters Score -2149344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2149342.500000 Penalty: 926.695312
	Iteration 87Q: 3 clusters Score -2149342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2149342.000000 Penalty: 926.695312
	Iteration 88Q: 3 clusters Score -2149342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2149341.250000 Penalty: 926.695312
	Iteration 89Q: 3 clusters Score -2149341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2149343.250000 Penalty: 926.695312
	Iteration 90Q: 3 clusters Score -2149343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2149344.000000 Penalty: 926.695312
	Iteration 91Q: 3 clusters Score -2149344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2149343.250000 Penalty: 926.695312
	Iteration 92Q: 3 clusters Score -2149343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2149343.500000 Penalty: 926.695312
	Iteration 93Q: 3 clusters Score -2149344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2149345.750000 Penalty: 926.695312
	Iteration 94Q: 3 clusters Score -2149346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2149342.000000 Penalty: 926.695312
	Iteration 95Q: 3 clusters Score -2149342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2149341.500000 Penalty: 926.695312
	Iteration 96Q: 3 clusters Score -2149342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2149339.750000 Penalty: 926.695312
	Iteration 97Q: 3 clusters Score -2149340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2149339.500000 Penalty: 926.695312
	Iteration 98Q: 3 clusters Score -2149340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2149340.750000 Penalty: 926.695312
	Iteration 99Q: 3 clusters Score -2149341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2149339.000000 Penalty: 926.695312
	Iteration 100F: 3 clusters Score -2149339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2149338.500000 Penalty: 926.695312
	Iteration 101Q: 3 clusters Score -2149338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2149339.000000 Penalty: 926.695312
	Iteration 102Q: 3 clusters Score -2149339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2149342.000000 Penalty: 926.695312
	Iteration 103Q: 3 clusters Score -2149342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2149340.500000 Penalty: 926.695312
	Iteration 104Q: 3 clusters Score -2149340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2149340.250000 Penalty: 926.695312
	Iteration 105Q: 3 clusters Score -2149340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2149341.250000 Penalty: 926.695312
	Iteration 106Q: 3 clusters Score -2149341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2149340.750000 Penalty: 926.695312
	Iteration 107Q: 3 clusters Score -2149341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2149338.750000 Penalty: 926.695312
	Iteration 108Q: 3 clusters Score -2149339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2149340.500000 Penalty: 926.695312
	Iteration 109Q: 3 clusters Score -2149340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2149339.500000 Penalty: 926.695312
	Iteration 110Q: 3 clusters Score -2149340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2149337.750000 Penalty: 926.695312
	Iteration 111Q: 3 clusters Score -2149338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2149336.250000 Penalty: 926.695312
	Iteration 112Q: 3 clusters Score -2149336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2149337.000000 Penalty: 926.695312
	Iteration 113Q: 3 clusters Score -2149337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2149339.750000 Penalty: 926.695312
	Iteration 114Q: 3 clusters Score -2149340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2149335.500000 Penalty: 926.695312
	Iteration 115Q: 3 clusters Score -2149336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2149337.750000 Penalty: 926.695312
	Iteration 116Q: 3 clusters Score -2149338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2149337.250000 Penalty: 926.695312
	Iteration 117Q: 3 clusters Score -2149337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2149340.000000 Penalty: 926.695312
	Iteration 118Q: 3 clusters Score -2149340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2149340.750000 Penalty: 926.695312
	Iteration 119Q: 3 clusters Score -2149341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2149340.750000 Penalty: 926.695312
	Iteration 120F: 3 clusters Score -2149341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (21083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Entering Unmasked Estep 
Score: -1708943.750000 Penalty: 453.008118
	Iteration 0F: 2 clusters Score -1708944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1695203.000000 Penalty: 906.016235
	Iteration 0F: 3 clusters Score -1695203 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1702468.000000 Penalty: 906.016235
	Iteration 1F: 3 clusters Score -1702468 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1704272.875000 Penalty: 906.016235
	Iteration 2F: 3 clusters Score -1704273 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1706231.500000 Penalty: 906.016235
	Iteration 3F: 3 clusters Score -1706232 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1707317.250000 Penalty: 906.016235
	Iteration 4F: 3 clusters Score -1707317 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1707825.125000 Penalty: 906.016235
	Iteration 5Q: 3 clusters Score -1707825 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1708162.875000 Penalty: 906.016235
	Iteration 6Q: 3 clusters Score -1708163 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1708398.000000 Penalty: 906.016235
	Iteration 7Q: 3 clusters Score -1708398 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1708531.000000 Penalty: 906.016235
	Iteration 8Q: 3 clusters Score -1708531 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1708601.250000 Penalty: 906.016235
	Iteration 9Q: 3 clusters Score -1708601 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1708648.125000 Penalty: 906.016235
	Iteration 10Q: 3 clusters Score -1708648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1708659.875000 Penalty: 906.016235
	Iteration 11Q: 3 clusters Score -1708660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1708678.875000 Penalty: 906.016235
	Iteration 12Q: 3 clusters Score -1708679 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1708686.875000 Penalty: 906.016235
	Iteration 13Q: 3 clusters Score -1708687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1708694.250000 Penalty: 906.016235
	Iteration 14Q: 3 clusters Score -1708694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1708714.625000 Penalty: 906.016235
	Iteration 15Q: 3 clusters Score -1708715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1708714.000000 Penalty: 906.016235
	Iteration 16Q: 3 clusters Score -1708714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1708715.250000 Penalty: 906.016235
	Iteration 17Q: 3 clusters Score -1708715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1708720.375000 Penalty: 906.016235
	Iteration 18Q: 3 clusters Score -1708720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1708716.750000 Penalty: 906.016235
	Iteration 19Q: 3 clusters Score -1708717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1708728.750000 Penalty: 906.016235
	Iteration 20F: 3 clusters Score -1708729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1708727.500000 Penalty: 906.016235
	Iteration 21Q: 3 clusters Score -1708728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1708714.375000 Penalty: 906.016235
	Iteration 22Q: 3 clusters Score -1708714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1708716.625000 Penalty: 906.016235
	Iteration 23Q: 3 clusters Score -1708717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1708722.125000 Penalty: 906.016235
	Iteration 24Q: 3 clusters Score -1708722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1708731.500000 Penalty: 906.016235
	Iteration 25Q: 3 clusters Score -1708732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1708732.625000 Penalty: 906.016235
	Iteration 26Q: 3 clusters Score -1708733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1708728.250000 Penalty: 906.016235
	Iteration 27Q: 3 clusters Score -1708728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1708734.625000 Penalty: 906.016235
	Iteration 28Q: 3 clusters Score -1708735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1708740.750000 Penalty: 906.016235
	Iteration 29Q: 3 clusters Score -1708741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1708736.500000 Penalty: 906.016235
	Iteration 30Q: 3 clusters Score -1708736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1708740.125000 Penalty: 906.016235
	Iteration 31Q: 3 clusters Score -1708740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1708743.125000 Penalty: 906.016235
	Iteration 32Q: 3 clusters Score -1708743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1708742.125000 Penalty: 906.016235
	Iteration 33Q: 3 clusters Score -1708742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1708742.625000 Penalty: 906.016235
	Iteration 34Q: 3 clusters Score -1708743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1708739.125000 Penalty: 906.016235
	Iteration 35Q: 3 clusters Score -1708739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1708739.375000 Penalty: 906.016235
	Iteration 36Q: 3 clusters Score -1708739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1708739.375000 Penalty: 906.016235
	Iteration 37Q: 3 clusters Score -1708739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1708737.875000 Penalty: 906.016235
	Iteration 38Q: 3 clusters Score -1708738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1708742.500000 Penalty: 906.016235
	Iteration 39Q: 3 clusters Score -1708742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1708739.625000 Penalty: 906.016235
	Iteration 40F: 3 clusters Score -1708740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1708737.750000 Penalty: 906.016235
	Iteration 41Q: 3 clusters Score -1708738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1708739.250000 Penalty: 906.016235
	Iteration 42Q: 3 clusters Score -1708739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1708740.625000 Penalty: 906.016235
	Iteration 43Q: 3 clusters Score -1708741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1708738.750000 Penalty: 906.016235
	Iteration 44Q: 3 clusters Score -1708739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1708739.625000 Penalty: 906.016235
	Iteration 45Q: 3 clusters Score -1708740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1708739.250000 Penalty: 906.016235
	Iteration 46Q: 3 clusters Score -1708739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1708735.375000 Penalty: 906.016235
	Iteration 47Q: 3 clusters Score -1708735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1708738.250000 Penalty: 906.016235
	Iteration 48Q: 3 clusters Score -1708738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1708739.000000 Penalty: 906.016235
	Iteration 49Q: 3 clusters Score -1708739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1708739.250000 Penalty: 906.016235
	Iteration 50Q: 3 clusters Score -1708739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1708740.875000 Penalty: 906.016235
	Iteration 51Q: 3 clusters Score -1708741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1708740.500000 Penalty: 906.016235
	Iteration 52Q: 3 clusters Score -1708740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1708741.000000 Penalty: 906.016235
	Iteration 53Q: 3 clusters Score -1708741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1708738.000000 Penalty: 906.016235
	Iteration 54Q: 3 clusters Score -1708738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1708739.375000 Penalty: 906.016235
	Iteration 55Q: 3 clusters Score -1708739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1708741.375000 Penalty: 906.016235
	Iteration 56Q: 3 clusters Score -1708741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1708743.750000 Penalty: 906.016235
	Iteration 57Q: 3 clusters Score -1708744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1708741.125000 Penalty: 906.016235
	Iteration 58Q: 3 clusters Score -1708741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1708741.375000 Penalty: 906.016235
	Iteration 59Q: 3 clusters Score -1708741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1708742.750000 Penalty: 906.016235
	Iteration 60F: 3 clusters Score -1708743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1708744.250000 Penalty: 906.016235
	Iteration 61Q: 3 clusters Score -1708744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1708750.125000 Penalty: 906.016235
	Iteration 62Q: 3 clusters Score -1708750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1708746.750000 Penalty: 906.016235
	Iteration 63Q: 3 clusters Score -1708747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1708743.125000 Penalty: 906.016235
	Iteration 64Q: 3 clusters Score -1708743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1708744.125000 Penalty: 906.016235
	Iteration 65Q: 3 clusters Score -1708744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1708745.375000 Penalty: 906.016235
	Iteration 66Q: 3 clusters Score -1708745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1708744.000000 Penalty: 906.016235
	Iteration 67Q: 3 clusters Score -1708744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1708742.250000 Penalty: 906.016235
	Iteration 68Q: 3 clusters Score -1708742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1708740.125000 Penalty: 906.016235
	Iteration 69Q: 3 clusters Score -1708740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1708742.125000 Penalty: 906.016235
	Iteration 70Q: 3 clusters Score -1708742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1708743.000000 Penalty: 906.016235
	Iteration 71Q: 3 clusters Score -1708743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1708743.000000 Penalty: 906.016235
	Iteration 72Q: 3 clusters Score -1708743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1708743.000000 Penalty: 906.016235
	Iteration 73F: 3 clusters Score -1708743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 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 60 members 
Entering Unmasked Estep 
Score: -6742.506348 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6742.506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6805.046387 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6805.046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6817.239258 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -6817.239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6822.375977 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -6822.376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6826.919922 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -6826.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6835.204102 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -6835.204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6836.461914 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -6836.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6836.461914 Penalty: 434.132324
	Iteration 7F: 3 clusters Score -6836.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -592277.437500 Penalty: 403.984344
	Iteration 0F: 2 clusters Score -592277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -587603.000000 Penalty: 807.968689
	Iteration 0F: 3 clusters Score -587603 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -589388.375000 Penalty: 807.968689
	Iteration 1F: 3 clusters Score -589388.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -589502.500000 Penalty: 807.968689
	Iteration 2Q: 3 clusters Score -589502.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -589617.500000 Penalty: 807.968689
	Iteration 3Q: 3 clusters Score -589617.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -589741.062500 Penalty: 807.968689
	Iteration 4Q: 3 clusters Score -589741.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -589900.750000 Penalty: 807.968689
	Iteration 5F: 3 clusters Score -589900.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -590148.625000 Penalty: 807.968689
	Iteration 6F: 3 clusters Score -590148.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -590500.875000 Penalty: 807.968689
	Iteration 7F: 3 clusters Score -590500.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -590900.625000 Penalty: 807.968689
	Iteration 8F: 3 clusters Score -590900.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -591349.687500 Penalty: 807.968689
	Iteration 9F: 3 clusters Score -591349.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -591605.312500 Penalty: 807.968689
	Iteration 10Q: 3 clusters Score -591605.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -591737.750000 Penalty: 807.968689
	Iteration 11Q: 3 clusters Score -591737.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -591859.625000 Penalty: 807.968689
	Iteration 12Q: 3 clusters Score -591859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -591926.812500 Penalty: 807.968689
	Iteration 13Q: 3 clusters Score -591926.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -591964.875000 Penalty: 807.968689
	Iteration 14Q: 3 clusters Score -591964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -591980.937500 Penalty: 807.968689
	Iteration 15Q: 3 clusters Score -591980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -591988.375000 Penalty: 807.968689
	Iteration 16Q: 3 clusters Score -591988.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -591994.000000 Penalty: 807.968689
	Iteration 17Q: 3 clusters Score -591994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -592002.500000 Penalty: 807.968689
	Iteration 18Q: 3 clusters Score -592002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -592006.062500 Penalty: 807.968689
	Iteration 19Q: 3 clusters Score -592006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -592006.062500 Penalty: 807.968689
	Iteration 20F: 3 clusters Score -592006.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (13123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Entering Unmasked Estep 
Score: -1061156.750000 Penalty: 431.436523
	Iteration 0F: 2 clusters Score -1061157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1052383.250000 Penalty: 862.873047
	Iteration 0F: 3 clusters Score -1052383 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1055803.125000 Penalty: 862.873047
	Iteration 1F: 3 clusters Score -1055803 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1056018.250000 Penalty: 862.873047
	Iteration 2Q: 3 clusters Score -1056018 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1056266.125000 Penalty: 862.873047
	Iteration 3Q: 3 clusters Score -1056266 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1056631.500000 Penalty: 862.873047
	Iteration 4F: 3 clusters Score -1056632 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1057236.250000 Penalty: 862.873047
	Iteration 5F: 3 clusters Score -1057236 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1058208.500000 Penalty: 862.873047
	Iteration 6F: 3 clusters Score -1058208 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1059305.000000 Penalty: 862.873047
	Iteration 7F: 3 clusters Score -1059305 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1060160.750000 Penalty: 862.873047
	Iteration 8F: 3 clusters Score -1060161 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1060569.375000 Penalty: 862.873047
	Iteration 9Q: 3 clusters Score -1060569 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1060703.875000 Penalty: 862.873047
	Iteration 10Q: 3 clusters Score -1060704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1060733.250000 Penalty: 862.873047
	Iteration 11Q: 3 clusters Score -1060733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1060756.000000 Penalty: 862.873047
	Iteration 12Q: 3 clusters Score -1060756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1060768.500000 Penalty: 862.873047
	Iteration 13Q: 3 clusters Score -1060768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1060776.625000 Penalty: 862.873047
	Iteration 14Q: 3 clusters Score -1060777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1060786.625000 Penalty: 862.873047
	Iteration 15Q: 3 clusters Score -1060787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1060790.250000 Penalty: 862.873047
	Iteration 16Q: 3 clusters Score -1060790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1060794.750000 Penalty: 862.873047
	Iteration 17Q: 3 clusters Score -1060795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1060799.250000 Penalty: 862.873047
	Iteration 18Q: 3 clusters Score -1060799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1060801.250000 Penalty: 862.873047
	Iteration 19Q: 3 clusters Score -1060801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1060801.875000 Penalty: 862.873047
	Iteration 20F: 3 clusters Score -1060802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1060802.250000 Penalty: 862.873047
	Iteration 21Q: 3 clusters Score -1060802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1060803.375000 Penalty: 862.873047
	Iteration 22Q: 3 clusters Score -1060803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1060803.375000 Penalty: 862.873047
	Iteration 23F: 3 clusters Score -1060803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (23587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Entering Unmasked Estep 
Score: -1770182.125000 Penalty: 458.114502
	Iteration 0F: 2 clusters Score -1770182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1754465.375000 Penalty: 916.229004
	Iteration 0F: 3 clusters Score -1754465 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1761468.375000 Penalty: 916.229004
	Iteration 1F: 3 clusters Score -1761468 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1762288.250000 Penalty: 916.229004
	Iteration 2F: 3 clusters Score -1762288 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1763382.875000 Penalty: 916.229004
	Iteration 3F: 3 clusters Score -1763383 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1764654.000000 Penalty: 916.229004
	Iteration 4F: 3 clusters Score -1764654 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1765432.500000 Penalty: 916.229004
	Iteration 5F: 3 clusters Score -1765432 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1765706.000000 Penalty: 916.229004
	Iteration 6Q: 3 clusters Score -1765706 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1765805.875000 Penalty: 916.229004
	Iteration 7Q: 3 clusters Score -1765806 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1765871.750000 Penalty: 916.229004
	Iteration 8Q: 3 clusters Score -1765872 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1765932.000000 Penalty: 916.229004
	Iteration 9Q: 3 clusters Score -1765932 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1765983.500000 Penalty: 916.229004
	Iteration 10Q: 3 clusters Score -1765984 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1766049.750000 Penalty: 916.229004
	Iteration 11Q: 3 clusters Score -1766050 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1766105.750000 Penalty: 916.229004
	Iteration 12Q: 3 clusters Score -1766106 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1766174.125000 Penalty: 916.229004
	Iteration 13Q: 3 clusters Score -1766174 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1766259.625000 Penalty: 916.229004
	Iteration 14Q: 3 clusters Score -1766260 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1766351.000000 Penalty: 916.229004
	Iteration 15Q: 3 clusters Score -1766351 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1766472.125000 Penalty: 916.229004
	Iteration 16Q: 3 clusters Score -1766472 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1766616.875000 Penalty: 916.229004
	Iteration 17Q: 3 clusters Score -1766617 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1766772.000000 Penalty: 916.229004
	Iteration 18Q: 3 clusters Score -1766772 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1766943.250000 Penalty: 916.229004
	Iteration 19Q: 3 clusters Score -1766943 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1767155.750000 Penalty: 916.229004
	Iteration 20F: 3 clusters Score -1767156 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1767378.000000 Penalty: 916.229004
	Iteration 21Q: 3 clusters Score -1767378 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1767591.000000 Penalty: 916.229004
	Iteration 22Q: 3 clusters Score -1767591 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -1767804.375000 Penalty: 916.229004
	Iteration 23Q: 3 clusters Score -1767804 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1767981.375000 Penalty: 916.229004
	Iteration 24Q: 3 clusters Score -1767981 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1768157.500000 Penalty: 916.229004
	Iteration 25Q: 3 clusters Score -1768158 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1768323.500000 Penalty: 916.229004
	Iteration 26Q: 3 clusters Score -1768324 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -1768474.875000 Penalty: 916.229004
	Iteration 27Q: 3 clusters Score -1768475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1768607.125000 Penalty: 916.229004
	Iteration 28Q: 3 clusters Score -1768607 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -1768743.875000 Penalty: 916.229004
	Iteration 29Q: 3 clusters Score -1768744 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -1768866.750000 Penalty: 916.229004
	Iteration 30Q: 3 clusters Score -1768867 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1768981.125000 Penalty: 916.229004
	Iteration 31Q: 3 clusters Score -1768981 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -1769089.625000 Penalty: 916.229004
	Iteration 32Q: 3 clusters Score -1769090 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -1769160.625000 Penalty: 916.229004
	Iteration 33Q: 3 clusters Score -1769161 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1769226.250000 Penalty: 916.229004
	Iteration 34Q: 3 clusters Score -1769226 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1769292.875000 Penalty: 916.229004
	Iteration 35Q: 3 clusters Score -1769293 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -1769357.125000 Penalty: 916.229004
	Iteration 36Q: 3 clusters Score -1769357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1769427.750000 Penalty: 916.229004
	Iteration 37Q: 3 clusters Score -1769428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -1769484.625000 Penalty: 916.229004
	Iteration 38Q: 3 clusters Score -1769485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1769531.125000 Penalty: 916.229004
	Iteration 39Q: 3 clusters Score -1769531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -1769563.000000 Penalty: 916.229004
	Iteration 40F: 3 clusters Score -1769563 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -1769592.625000 Penalty: 916.229004
	Iteration 41Q: 3 clusters Score -1769593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -1769626.500000 Penalty: 916.229004
	Iteration 42Q: 3 clusters Score -1769626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1769659.500000 Penalty: 916.229004
	Iteration 43Q: 3 clusters Score -1769660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -1769681.625000 Penalty: 916.229004
	Iteration 44Q: 3 clusters Score -1769682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1769713.750000 Penalty: 916.229004
	Iteration 45Q: 3 clusters Score -1769714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1769732.125000 Penalty: 916.229004
	Iteration 46Q: 3 clusters Score -1769732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -1769741.250000 Penalty: 916.229004
	Iteration 47Q: 3 clusters Score -1769741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -1769748.375000 Penalty: 916.229004
	Iteration 48Q: 3 clusters Score -1769748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -1769758.375000 Penalty: 916.229004
	Iteration 49Q: 3 clusters Score -1769758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1769760.250000 Penalty: 916.229004
	Iteration 50Q: 3 clusters Score -1769760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -1769764.125000 Penalty: 916.229004
	Iteration 51Q: 3 clusters Score -1769764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -1769772.500000 Penalty: 916.229004
	Iteration 52Q: 3 clusters Score -1769772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -1769775.750000 Penalty: 916.229004
	Iteration 53Q: 3 clusters Score -1769776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1769778.750000 Penalty: 916.229004
	Iteration 54Q: 3 clusters Score -1769779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1769779.375000 Penalty: 916.229004
	Iteration 55Q: 3 clusters Score -1769779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -1769779.750000 Penalty: 916.229004
	Iteration 56Q: 3 clusters Score -1769780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -1769780.750000 Penalty: 916.229004
	Iteration 57Q: 3 clusters Score -1769781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1769781.375000 Penalty: 916.229004
	Iteration 58Q: 3 clusters Score -1769781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -1769781.875000 Penalty: 916.229004
	Iteration 59Q: 3 clusters Score -1769782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1769784.750000 Penalty: 916.229004
	Iteration 60F: 3 clusters Score -1769785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -1769788.750000 Penalty: 916.229004
	Iteration 61Q: 3 clusters Score -1769789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1769788.875000 Penalty: 916.229004
	Iteration 62Q: 3 clusters Score -1769789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1769792.375000 Penalty: 916.229004
	Iteration 63Q: 3 clusters Score -1769792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1769792.375000 Penalty: 916.229004
	Iteration 64F: 3 clusters Score -1769792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Entering Unmasked Estep 
Score: -1944867.375000 Penalty: 458.687683
	Iteration 0F: 2 clusters Score -1944867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1929493.250000 Penalty: 917.375366
	Iteration 0F: 3 clusters Score -1929493 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1935975.750000 Penalty: 917.375366
	Iteration 1F: 3 clusters Score -1935976 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1936239.250000 Penalty: 917.375366
	Iteration 2Q: 3 clusters Score -1936239 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1936577.000000 Penalty: 917.375366
	Iteration 3Q: 3 clusters Score -1936577 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1937166.875000 Penalty: 917.375366
	Iteration 4F: 3 clusters Score -1937167 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1938111.125000 Penalty: 917.375366
	Iteration 5F: 3 clusters Score -1938111 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1939369.000000 Penalty: 917.375366
	Iteration 6F: 3 clusters Score -1939369 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1940797.750000 Penalty: 917.375366
	Iteration 7F: 3 clusters Score -1940798 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1942374.000000 Penalty: 917.375366
	Iteration 8F: 3 clusters Score -1942374 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1943562.875000 Penalty: 917.375366
	Iteration 9Q: 3 clusters Score -1943563 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1944125.625000 Penalty: 917.375366
	Iteration 10Q: 3 clusters Score -1944126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1944308.375000 Penalty: 917.375366
	Iteration 11Q: 3 clusters Score -1944308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1944375.750000 Penalty: 917.375366
	Iteration 12Q: 3 clusters Score -1944376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1944419.500000 Penalty: 917.375366
	Iteration 13Q: 3 clusters Score -1944420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1944435.750000 Penalty: 917.375366
	Iteration 14Q: 3 clusters Score -1944436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1944438.375000 Penalty: 917.375366
	Iteration 15Q: 3 clusters Score -1944438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1944439.750000 Penalty: 917.375366
	Iteration 16Q: 3 clusters Score -1944440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1944444.750000 Penalty: 917.375366
	Iteration 17Q: 3 clusters Score -1944445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1944444.875000 Penalty: 917.375366
	Iteration 18Q: 3 clusters Score -1944445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1944449.125000 Penalty: 917.375366
	Iteration 19Q: 3 clusters Score -1944449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1944449.125000 Penalty: 917.375366
	Iteration 20F: 3 clusters Score -1944449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -20760.841797 Penalty: 265.881287
	Iteration 0F: 2 clusters Score -20760.84 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 169 members 
Entering Unmasked Estep 
Score: -20388.355469 Penalty: 531.762573
	Iteration 0F: 3 clusters Score -20388.36 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20509.292969 Penalty: 531.762573
	Iteration 1F: 3 clusters Score -20509.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20554.091797 Penalty: 531.762573
	Iteration 2F: 3 clusters Score -20554.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20585.177734 Penalty: 531.762573
	Iteration 3F: 3 clusters Score -20585.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20597.304688 Penalty: 531.762573
	Iteration 4Q: 3 clusters Score -20597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20613.894531 Penalty: 531.762573
	Iteration 5Q: 3 clusters Score -20613.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20621.380859 Penalty: 531.762573
	Iteration 6Q: 3 clusters Score -20621.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20624.412109 Penalty: 531.762573
	Iteration 7Q: 3 clusters Score -20624.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20625.943359 Penalty: 531.762573
	Iteration 8Q: 3 clusters Score -20625.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20626.892578 Penalty: 531.762573
	Iteration 9Q: 3 clusters Score -20626.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20627.781250 Penalty: 531.762573
	Iteration 10Q: 3 clusters Score -20627.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -20630.410156 Penalty: 531.762573
	Iteration 11Q: 3 clusters Score -20630.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -20631.441406 Penalty: 531.762573
	Iteration 12Q: 3 clusters Score -20631.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20632.576172 Penalty: 531.762573
	Iteration 13Q: 3 clusters Score -20632.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20632.576172 Penalty: 531.762573
	Iteration 14F: 3 clusters Score -20632.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (33350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Entering Unmasked Estep 
Score: -2669813.500000 Penalty: 473.873993
	Iteration 0F: 2 clusters Score -2669814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2649624.000000 Penalty: 947.747986
	Iteration 0F: 3 clusters Score -2649624 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2659242.500000 Penalty: 947.747986
	Iteration 1F: 3 clusters Score -2659242 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2660230.000000 Penalty: 947.747986
	Iteration 2F: 3 clusters Score -2660230 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2661639.000000 Penalty: 947.747986
	Iteration 3F: 3 clusters Score -2661639 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2663436.500000 Penalty: 947.747986
	Iteration 4F: 3 clusters Score -2663436 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2665033.250000 Penalty: 947.747986
	Iteration 5F: 3 clusters Score -2665033 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2665989.000000 Penalty: 947.747986
	Iteration 6Q: 3 clusters Score -2665989 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -2666396.000000 Penalty: 947.747986
	Iteration 7Q: 3 clusters Score -2666396 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2666522.750000 Penalty: 947.747986
	Iteration 8Q: 3 clusters Score -2666523 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2666586.750000 Penalty: 947.747986
	Iteration 9Q: 3 clusters Score -2666587 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2666636.250000 Penalty: 947.747986
	Iteration 10Q: 3 clusters Score -2666636 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2666672.500000 Penalty: 947.747986
	Iteration 11Q: 3 clusters Score -2666672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -2666698.250000 Penalty: 947.747986
	Iteration 12Q: 3 clusters Score -2666698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -2666733.750000 Penalty: 947.747986
	Iteration 13Q: 3 clusters Score -2666734 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -2666757.250000 Penalty: 947.747986
	Iteration 14Q: 3 clusters Score -2666757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -2666803.000000 Penalty: 947.747986
	Iteration 15Q: 3 clusters Score -2666803 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2666854.250000 Penalty: 947.747986
	Iteration 16Q: 3 clusters Score -2666854 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -2666920.250000 Penalty: 947.747986
	Iteration 17Q: 3 clusters Score -2666920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -2666994.000000 Penalty: 947.747986
	Iteration 18Q: 3 clusters Score -2666994 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2667074.250000 Penalty: 947.747986
	Iteration 19Q: 3 clusters Score -2667074 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -2667116.500000 Penalty: 947.747986
	Iteration 20F: 3 clusters Score -2667116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -2667213.000000 Penalty: 947.747986
	Iteration 21Q: 3 clusters Score -2667213 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2667278.000000 Penalty: 947.747986
	Iteration 22Q: 3 clusters Score -2667278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -2667355.000000 Penalty: 947.747986
	Iteration 23Q: 3 clusters Score -2667355 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -2667420.000000 Penalty: 947.747986
	Iteration 24Q: 3 clusters Score -2667420 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2667505.250000 Penalty: 947.747986
	Iteration 25Q: 3 clusters Score -2667505 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -2667601.000000 Penalty: 947.747986
	Iteration 26Q: 3 clusters Score -2667601 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2667718.000000 Penalty: 947.747986
	Iteration 27Q: 3 clusters Score -2667718 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -2667829.750000 Penalty: 947.747986
	Iteration 28Q: 3 clusters Score -2667830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -2667974.500000 Penalty: 947.747986
	Iteration 29Q: 3 clusters Score -2667974 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -2668111.500000 Penalty: 947.747986
	Iteration 30Q: 3 clusters Score -2668112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -2668229.750000 Penalty: 947.747986
	Iteration 31Q: 3 clusters Score -2668230 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -2668352.750000 Penalty: 947.747986
	Iteration 32Q: 3 clusters Score -2668353 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -2668524.250000 Penalty: 947.747986
	Iteration 33Q: 3 clusters Score -2668524 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -2668666.000000 Penalty: 947.747986
	Iteration 34Q: 3 clusters Score -2668666 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -2668791.250000 Penalty: 947.747986
	Iteration 35Q: 3 clusters Score -2668791 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -2668928.750000 Penalty: 947.747986
	Iteration 36Q: 3 clusters Score -2668929 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2669009.250000 Penalty: 947.747986
	Iteration 37Q: 3 clusters Score -2669009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -2669115.000000 Penalty: 947.747986
	Iteration 38Q: 3 clusters Score -2669115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -2669211.500000 Penalty: 947.747986
	Iteration 39Q: 3 clusters Score -2669212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -2669330.000000 Penalty: 947.747986
	Iteration 40F: 3 clusters Score -2669330 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -2669417.000000 Penalty: 947.747986
	Iteration 41Q: 3 clusters Score -2669417 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -2669495.250000 Penalty: 947.747986
	Iteration 42Q: 3 clusters Score -2669495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -2669546.750000 Penalty: 947.747986
	Iteration 43Q: 3 clusters Score -2669547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -2669580.250000 Penalty: 947.747986
	Iteration 44Q: 3 clusters Score -2669580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -2669594.000000 Penalty: 947.747986
	Iteration 45Q: 3 clusters Score -2669594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -2669608.750000 Penalty: 947.747986
	Iteration 46Q: 3 clusters Score -2669609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -2669623.750000 Penalty: 947.747986
	Iteration 47Q: 3 clusters Score -2669624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -2669659.250000 Penalty: 947.747986
	Iteration 48Q: 3 clusters Score -2669659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -2669671.750000 Penalty: 947.747986
	Iteration 49Q: 3 clusters Score -2669672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -2669688.500000 Penalty: 947.747986
	Iteration 50Q: 3 clusters Score -2669688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -2669702.500000 Penalty: 947.747986
	Iteration 51Q: 3 clusters Score -2669702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -2669723.500000 Penalty: 947.747986
	Iteration 52Q: 3 clusters Score -2669724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -2669734.000000 Penalty: 947.747986
	Iteration 53Q: 3 clusters Score -2669734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -2669737.000000 Penalty: 947.747986
	Iteration 54Q: 3 clusters Score -2669737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -2669750.250000 Penalty: 947.747986
	Iteration 55Q: 3 clusters Score -2669750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -2669755.750000 Penalty: 947.747986
	Iteration 56Q: 3 clusters Score -2669756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -2669750.750000 Penalty: 947.747986
	Iteration 57Q: 3 clusters Score -2669751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -2669749.250000 Penalty: 947.747986
	Iteration 58Q: 3 clusters Score -2669749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -2669752.500000 Penalty: 947.747986
	Iteration 59Q: 3 clusters Score -2669752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -2669747.250000 Penalty: 947.747986
	Iteration 60F: 3 clusters Score -2669747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -2669754.750000 Penalty: 947.747986
	Iteration 61Q: 3 clusters Score -2669755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -2669758.000000 Penalty: 947.747986
	Iteration 62Q: 3 clusters Score -2669758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -2669754.250000 Penalty: 947.747986
	Iteration 63Q: 3 clusters Score -2669754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -2669761.500000 Penalty: 947.747986
	Iteration 64Q: 3 clusters Score -2669762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -2669768.000000 Penalty: 947.747986
	Iteration 65Q: 3 clusters Score -2669768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -2669770.250000 Penalty: 947.747986
	Iteration 66Q: 3 clusters Score -2669770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -2669770.500000 Penalty: 947.747986
	Iteration 67Q: 3 clusters Score -2669770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -2669769.750000 Penalty: 947.747986
	Iteration 68Q: 3 clusters Score -2669770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -2669772.500000 Penalty: 947.747986
	Iteration 69Q: 3 clusters Score -2669772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -2669774.250000 Penalty: 947.747986
	Iteration 70Q: 3 clusters Score -2669774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -2669770.500000 Penalty: 947.747986
	Iteration 71Q: 3 clusters Score -2669770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -2669772.500000 Penalty: 947.747986
	Iteration 72Q: 3 clusters Score -2669772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2669773.000000 Penalty: 947.747986
	Iteration 73Q: 3 clusters Score -2669773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -2669769.500000 Penalty: 947.747986
	Iteration 74Q: 3 clusters Score -2669770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -2669770.250000 Penalty: 947.747986
	Iteration 75Q: 3 clusters Score -2669770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -2669774.000000 Penalty: 947.747986
	Iteration 76Q: 3 clusters Score -2669774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -2669775.250000 Penalty: 947.747986
	Iteration 77Q: 3 clusters Score -2669775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -2669775.250000 Penalty: 947.747986
	Iteration 78F: 3 clusters Score -2669775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (22832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Entering Unmasked Estep 
Score: -1846325.000000 Penalty: 456.634277
	Iteration 0F: 2 clusters Score -1846325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1831462.375000 Penalty: 913.268555
	Iteration 0F: 3 clusters Score -1831462 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1837597.250000 Penalty: 913.268555
	Iteration 1F: 3 clusters Score -1837597 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1837988.500000 Penalty: 913.268555
	Iteration 2Q: 3 clusters Score -1837988 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1838576.125000 Penalty: 913.268555
	Iteration 3F: 3 clusters Score -1838576 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1839526.125000 Penalty: 913.268555
	Iteration 4F: 3 clusters Score -1839526 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1840975.625000 Penalty: 913.268555
	Iteration 5F: 3 clusters Score -1840976 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1842648.625000 Penalty: 913.268555
	Iteration 6F: 3 clusters Score -1842649 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1844225.125000 Penalty: 913.268555
	Iteration 7F: 3 clusters Score -1844225 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1845150.875000 Penalty: 913.268555
	Iteration 8F: 3 clusters Score -1845151 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1845581.375000 Penalty: 913.268555
	Iteration 9Q: 3 clusters Score -1845581 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1845793.250000 Penalty: 913.268555
	Iteration 10Q: 3 clusters Score -1845793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1845844.000000 Penalty: 913.268555
	Iteration 11Q: 3 clusters Score -1845844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1845873.875000 Penalty: 913.268555
	Iteration 12Q: 3 clusters Score -1845874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1845893.500000 Penalty: 913.268555
	Iteration 13Q: 3 clusters Score -1845894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1845908.625000 Penalty: 913.268555
	Iteration 14Q: 3 clusters Score -1845909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1845910.625000 Penalty: 913.268555
	Iteration 15Q: 3 clusters Score -1845911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1845916.250000 Penalty: 913.268555
	Iteration 16Q: 3 clusters Score -1845916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1845916.875000 Penalty: 913.268555
	Iteration 17Q: 3 clusters Score -1845917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1845916.375000 Penalty: 913.268555
	Iteration 18Q: 3 clusters Score -1845916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1845916.375000 Penalty: 913.268555
	Iteration 19F: 3 clusters Score -1845916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (33033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Entering Unmasked Estep 
Score: -2660497.500000 Penalty: 473.439423
	Iteration 0F: 2 clusters Score -2660498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2640515.750000 Penalty: 946.878845
	Iteration 0F: 3 clusters Score -2640516 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2651038.750000 Penalty: 946.878845
	Iteration 1F: 3 clusters Score -2651039 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2652555.000000 Penalty: 946.878845
	Iteration 2F: 3 clusters Score -2652555 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2654441.000000 Penalty: 946.878845
	Iteration 3F: 3 clusters Score -2654441 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2656587.250000 Penalty: 946.878845
	Iteration 4F: 3 clusters Score -2656587 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2658204.250000 Penalty: 946.878845
	Iteration 5F: 3 clusters Score -2658204 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2659148.500000 Penalty: 946.878845
	Iteration 6Q: 3 clusters Score -2659148 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2659683.250000 Penalty: 946.878845
	Iteration 7Q: 3 clusters Score -2659683 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2660017.750000 Penalty: 946.878845
	Iteration 8Q: 3 clusters Score -2660018 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2660253.250000 Penalty: 946.878845
	Iteration 9Q: 3 clusters Score -2660253 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2660458.000000 Penalty: 946.878845
	Iteration 10Q: 3 clusters Score -2660458 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2660654.750000 Penalty: 946.878845
	Iteration 11Q: 3 clusters Score -2660655 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2660772.750000 Penalty: 946.878845
	Iteration 12Q: 3 clusters Score -2660773 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2660870.000000 Penalty: 946.878845
	Iteration 13Q: 3 clusters Score -2660870 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2660928.000000 Penalty: 946.878845
	Iteration 14Q: 3 clusters Score -2660928 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2660975.000000 Penalty: 946.878845
	Iteration 15Q: 3 clusters Score -2660975 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2661022.500000 Penalty: 946.878845
	Iteration 16Q: 3 clusters Score -2661022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2661034.500000 Penalty: 946.878845
	Iteration 17Q: 3 clusters Score -2661034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2661054.000000 Penalty: 946.878845
	Iteration 18Q: 3 clusters Score -2661054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2661056.750000 Penalty: 946.878845
	Iteration 19Q: 3 clusters Score -2661057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2661070.000000 Penalty: 946.878845
	Iteration 20F: 3 clusters Score -2661070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2661067.000000 Penalty: 946.878845
	Iteration 21Q: 3 clusters Score -2661067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2661073.750000 Penalty: 946.878845
	Iteration 22Q: 3 clusters Score -2661074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2661077.750000 Penalty: 946.878845
	Iteration 23Q: 3 clusters Score -2661078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2661077.000000 Penalty: 946.878845
	Iteration 24Q: 3 clusters Score -2661077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2661082.750000 Penalty: 946.878845
	Iteration 25Q: 3 clusters Score -2661083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2661084.250000 Penalty: 946.878845
	Iteration 26Q: 3 clusters Score -2661084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2661085.000000 Penalty: 946.878845
	Iteration 27Q: 3 clusters Score -2661085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2661084.500000 Penalty: 946.878845
	Iteration 28Q: 3 clusters Score -2661084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2661082.000000 Penalty: 946.878845
	Iteration 29Q: 3 clusters Score -2661082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2661074.500000 Penalty: 946.878845
	Iteration 30Q: 3 clusters Score -2661074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2661080.750000 Penalty: 946.878845
	Iteration 31Q: 3 clusters Score -2661081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2661084.000000 Penalty: 946.878845
	Iteration 32Q: 3 clusters Score -2661084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2661087.250000 Penalty: 946.878845
	Iteration 33Q: 3 clusters Score -2661087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2661091.500000 Penalty: 946.878845
	Iteration 34Q: 3 clusters Score -2661092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2661092.750000 Penalty: 946.878845
	Iteration 35Q: 3 clusters Score -2661093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2661094.750000 Penalty: 946.878845
	Iteration 36Q: 3 clusters Score -2661095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2661091.750000 Penalty: 946.878845
	Iteration 37Q: 3 clusters Score -2661092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2661091.500000 Penalty: 946.878845
	Iteration 38Q: 3 clusters Score -2661092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2661092.000000 Penalty: 946.878845
	Iteration 39Q: 3 clusters Score -2661092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2661094.750000 Penalty: 946.878845
	Iteration 40F: 3 clusters Score -2661095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2661101.250000 Penalty: 946.878845
	Iteration 41Q: 3 clusters Score -2661101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2661104.750000 Penalty: 946.878845
	Iteration 42Q: 3 clusters Score -2661105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2661103.000000 Penalty: 946.878845
	Iteration 43Q: 3 clusters Score -2661103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2661096.250000 Penalty: 946.878845
	Iteration 44Q: 3 clusters Score -2661096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2661096.250000 Penalty: 946.878845
	Iteration 45F: 3 clusters Score -2661096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8858 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 22106 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 66 contains 5411 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 27622 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
Score: -42173728.000000 Penalty: 44543.296875
Splitting cluster 73 changes total score from -42173128.000000 to -42173728.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 74 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -5339.291992 Penalty: 215.096146
	Iteration 0F: 2 clusters Score -5339.292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5180.815430 Penalty: 430.192291
	Iteration 0F: 3 clusters Score -5180.815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5288.169922 Penalty: 430.192291
	Iteration 1F: 3 clusters Score -5288.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5312.776367 Penalty: 430.192291
	Iteration 2F: 3 clusters Score -5312.776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -5339.619629 Penalty: 430.192291
	Iteration 3F: 3 clusters Score -5339.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5348.762207 Penalty: 430.192291
	Iteration 4Q: 3 clusters Score -5348.762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5357.730469 Penalty: 430.192291
	Iteration 5Q: 3 clusters Score -5357.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5357.730469 Penalty: 430.192291
	Iteration 6F: 3 clusters Score -5357.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8858 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 22106 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 66 contains 5411 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 27622 members 
Mstep: Class 74 contains 75 members 
Mstep: Class 75 contains 38 members 
Entering Unmasked Estep 
Score: -42173368.000000 Penalty: 45145.230469
Splitting cluster 74 changes total score from -42173128.000000 to -42173368.000000
So it's getting split into cluster 75.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 339 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 14239 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6353 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48361 members 
Mstep: Class 14 contains 18505 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 537 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 18137 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6361 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 18063 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10925 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22545 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9613 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1386 members 
Mstep: Class 38 contains 15490 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24203 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13831 members 
Mstep: Class 47 contains 5091 members 
Mstep: Class 48 contains 2156 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1723 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5129 members 
Mstep: Class 57 contains 4794 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17304 members 
Mstep: Class 61 contains 22106 members 
Mstep: Class 62 contains 26462 members 
Mstep: Class 63 contains 21083 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 67 contains 13123 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23886 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33350 members 
Mstep: Class 72 contains 22832 members 
Mstep: Class 73 contains 27622 members 
Mstep: Class 74 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 75. Lose 589.875977 but Gain 601.933594
Score: -42173668.000000 Penalty: 44543.296875
Iteration 239Q: 75 clusters Score -4.217367e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 14228 members 
Mstep: Class 6 contains 304 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48377 members 
Mstep: Class 14 contains 18502 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 18175 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6351 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 17839 members 
Mstep: Class 27 contains 6508 members 
Mstep: Class 28 contains 10964 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 22568 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9647 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1375 members 
Mstep: Class 38 contains 15738 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24249 members 
Mstep: Class 43 contains 6341 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13843 members 
Mstep: Class 47 contains 5148 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1731 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8776 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5207 members 
Mstep: Class 57 contains 4733 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17251 members 
Mstep: Class 61 contains 21865 members 
Mstep: Class 62 contains 26363 members 
Mstep: Class 63 contains 21109 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7178 members 
Mstep: Class 66 contains 5274 members 
Mstep: Class 67 contains 13136 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23921 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33569 members 
Mstep: Class 72 contains 22807 members 
Mstep: Class 73 contains 27692 members 
Mstep: Class 74 contains 98 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174036.000000 Penalty: 44543.296875
Iteration 240F: 75 clusters Score -4.217404e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 346 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 14217 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 2017 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48379 members 
Mstep: Class 14 contains 18484 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 18109 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6344 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 17656 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 11015 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 22591 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9689 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1365 members 
Mstep: Class 38 contains 16007 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24234 members 
Mstep: Class 43 contains 6339 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13772 members 
Mstep: Class 47 contains 5210 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1726 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8833 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5211 members 
Mstep: Class 57 contains 4677 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17201 members 
Mstep: Class 61 contains 21612 members 
Mstep: Class 62 contains 26283 members 
Mstep: Class 63 contains 21117 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7131 members 
Mstep: Class 66 contains 5335 members 
Mstep: Class 67 contains 13149 members 
Mstep: Class 68 contains 23591 members 
Mstep: Class 69 contains 23949 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 33802 members 
Mstep: Class 72 contains 22785 members 
Mstep: Class 73 contains 27760 members 
Mstep: Class 74 contains 107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173984.000000 Penalty: 44543.296875
Iteration 241Q: 75 clusters Score -4.217398e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 14203 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 2003 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48384 members 
Mstep: Class 14 contains 18472 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 18058 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6332 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 17483 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 11052 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1113 members 
Mstep: Class 33 contains 22613 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9746 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1354 members 
Mstep: Class 38 contains 16266 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24214 members 
Mstep: Class 43 contains 6345 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13721 members 
Mstep: Class 47 contains 5296 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1724 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8808 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5228 members 
Mstep: Class 57 contains 4625 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17158 members 
Mstep: Class 61 contains 21411 members 
Mstep: Class 62 contains 26199 members 
Mstep: Class 63 contains 21125 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7101 members 
Mstep: Class 66 contains 5339 members 
Mstep: Class 67 contains 13166 members 
Mstep: Class 68 contains 23598 members 
Mstep: Class 69 contains 23954 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34006 members 
Mstep: Class 72 contains 22763 members 
Mstep: Class 73 contains 27843 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173924.000000 Penalty: 44543.296875
Iteration 242Q: 75 clusters Score -4.217392e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 14197 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1989 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48395 members 
Mstep: Class 14 contains 18470 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 18030 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6321 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 17258 members 
Mstep: Class 27 contains 6505 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1107 members 
Mstep: Class 33 contains 22633 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9802 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1343 members 
Mstep: Class 38 contains 16581 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24208 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13671 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1724 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8743 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5246 members 
Mstep: Class 57 contains 4581 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17108 members 
Mstep: Class 61 contains 21169 members 
Mstep: Class 62 contains 26143 members 
Mstep: Class 63 contains 21118 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7087 members 
Mstep: Class 66 contains 5341 members 
Mstep: Class 67 contains 13180 members 
Mstep: Class 68 contains 23605 members 
Mstep: Class 69 contains 23966 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34207 members 
Mstep: Class 72 contains 22740 members 
Mstep: Class 73 contains 27908 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173876.000000 Penalty: 44543.296875
Iteration 243Q: 75 clusters Score -4.217388e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 14191 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48387 members 
Mstep: Class 14 contains 18474 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 18012 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 17025 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 11125 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1105 members 
Mstep: Class 33 contains 22646 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9873 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1337 members 
Mstep: Class 38 contains 16863 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24220 members 
Mstep: Class 43 contains 6356 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13672 members 
Mstep: Class 47 contains 5470 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8682 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5268 members 
Mstep: Class 57 contains 4538 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17103 members 
Mstep: Class 61 contains 20905 members 
Mstep: Class 62 contains 26094 members 
Mstep: Class 63 contains 21114 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7087 members 
Mstep: Class 66 contains 5329 members 
Mstep: Class 67 contains 13206 members 
Mstep: Class 68 contains 23604 members 
Mstep: Class 69 contains 23985 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34397 members 
Mstep: Class 72 contains 22697 members 
Mstep: Class 73 contains 27939 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173800.000000 Penalty: 44543.296875
Iteration 244Q: 75 clusters Score -4.21738e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 14182 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48390 members 
Mstep: Class 14 contains 18481 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 17993 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1672 members 
Mstep: Class 26 contains 16813 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 11158 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1106 members 
Mstep: Class 33 contains 22660 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 9940 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1330 members 
Mstep: Class 38 contains 17136 members 
Mstep: Class 39 contains 1322 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24259 members 
Mstep: Class 43 contains 6359 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13678 members 
Mstep: Class 47 contains 5555 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8639 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5301 members 
Mstep: Class 57 contains 4503 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17095 members 
Mstep: Class 61 contains 20627 members 
Mstep: Class 62 contains 26005 members 
Mstep: Class 63 contains 21111 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7101 members 
Mstep: Class 66 contains 5313 members 
Mstep: Class 67 contains 13230 members 
Mstep: Class 68 contains 23609 members 
Mstep: Class 69 contains 23995 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34576 members 
Mstep: Class 72 contains 22645 members 
Mstep: Class 73 contains 27944 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173880.000000 Penalty: 44543.296875
Iteration 245Q: 75 clusters Score -4.217388e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 18477 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 16596 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 11187 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1111 members 
Mstep: Class 33 contains 22676 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10002 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1328 members 
Mstep: Class 38 contains 17330 members 
Mstep: Class 39 contains 1321 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24314 members 
Mstep: Class 43 contains 6357 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13691 members 
Mstep: Class 47 contains 5633 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8621 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5333 members 
Mstep: Class 57 contains 4469 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17088 members 
Mstep: Class 61 contains 20395 members 
Mstep: Class 62 contains 25940 members 
Mstep: Class 63 contains 21119 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7121 members 
Mstep: Class 66 contains 5290 members 
Mstep: Class 67 contains 13266 members 
Mstep: Class 68 contains 23611 members 
Mstep: Class 69 contains 23984 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34737 members 
Mstep: Class 72 contains 22593 members 
Mstep: Class 73 contains 27950 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173860.000000 Penalty: 44543.296875
Iteration 246Q: 75 clusters Score -4.217386e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48385 members 
Mstep: Class 14 contains 18491 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 17953 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1696 members 
Mstep: Class 26 contains 16348 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 11232 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1114 members 
Mstep: Class 33 contains 22687 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10066 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1328 members 
Mstep: Class 38 contains 17533 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24367 members 
Mstep: Class 43 contains 6356 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13700 members 
Mstep: Class 47 contains 5703 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1725 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8615 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5375 members 
Mstep: Class 57 contains 4439 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17080 members 
Mstep: Class 61 contains 20127 members 
Mstep: Class 62 contains 25884 members 
Mstep: Class 63 contains 21139 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7150 members 
Mstep: Class 66 contains 5252 members 
Mstep: Class 67 contains 13320 members 
Mstep: Class 68 contains 23598 members 
Mstep: Class 69 contains 23980 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 34914 members 
Mstep: Class 72 contains 22518 members 
Mstep: Class 73 contains 27958 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173848.000000 Penalty: 44543.296875
Iteration 247Q: 75 clusters Score -4.217385e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 14142 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6351 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48374 members 
Mstep: Class 14 contains 18516 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1702 members 
Mstep: Class 26 contains 16080 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 11262 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3085 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 22699 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10133 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1320 members 
Mstep: Class 38 contains 17748 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24427 members 
Mstep: Class 43 contains 6358 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13715 members 
Mstep: Class 47 contains 5779 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1726 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8590 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5417 members 
Mstep: Class 57 contains 4410 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17061 members 
Mstep: Class 61 contains 19886 members 
Mstep: Class 62 contains 25832 members 
Mstep: Class 63 contains 21153 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7177 members 
Mstep: Class 66 contains 5212 members 
Mstep: Class 67 contains 13370 members 
Mstep: Class 68 contains 23587 members 
Mstep: Class 69 contains 23960 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35097 members 
Mstep: Class 72 contains 22476 members 
Mstep: Class 73 contains 27961 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174068.000000 Penalty: 44543.296875
Iteration 248Q: 75 clusters Score -4.217407e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 14130 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48371 members 
Mstep: Class 14 contains 18540 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 15795 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 11287 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1114 members 
Mstep: Class 33 contains 22722 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10198 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1312 members 
Mstep: Class 38 contains 17931 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24480 members 
Mstep: Class 43 contains 6356 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13714 members 
Mstep: Class 47 contains 5874 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8615 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5458 members 
Mstep: Class 57 contains 4386 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17046 members 
Mstep: Class 61 contains 19646 members 
Mstep: Class 62 contains 25768 members 
Mstep: Class 63 contains 21176 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7191 members 
Mstep: Class 66 contains 5173 members 
Mstep: Class 67 contains 13417 members 
Mstep: Class 68 contains 23588 members 
Mstep: Class 69 contains 23914 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35272 members 
Mstep: Class 72 contains 22436 members 
Mstep: Class 73 contains 27970 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174060.000000 Penalty: 44543.296875
Iteration 249Q: 75 clusters Score -4.217406e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 14121 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48358 members 
Mstep: Class 14 contains 18562 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6237 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1711 members 
Mstep: Class 26 contains 15522 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 11327 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3086 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 22745 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10289 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1300 members 
Mstep: Class 38 contains 18118 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24571 members 
Mstep: Class 43 contains 6355 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13709 members 
Mstep: Class 47 contains 5956 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8646 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5515 members 
Mstep: Class 57 contains 4378 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17018 members 
Mstep: Class 61 contains 19405 members 
Mstep: Class 62 contains 25703 members 
Mstep: Class 63 contains 21217 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7217 members 
Mstep: Class 66 contains 5134 members 
Mstep: Class 67 contains 13456 members 
Mstep: Class 68 contains 23586 members 
Mstep: Class 69 contains 23803 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35421 members 
Mstep: Class 72 contains 22421 members 
Mstep: Class 73 contains 27946 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174004.000000 Penalty: 44543.296875
Iteration 250Q: 75 clusters Score -4.2174e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 14114 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3338 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 1871 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48339 members 
Mstep: Class 14 contains 18585 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 17905 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 15242 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 1898 members 
Mstep: Class 30 contains 3086 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22767 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10378 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1288 members 
Mstep: Class 38 contains 18280 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24747 members 
Mstep: Class 43 contains 6354 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13701 members 
Mstep: Class 47 contains 5990 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8675 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5570 members 
Mstep: Class 57 contains 4364 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17005 members 
Mstep: Class 61 contains 19180 members 
Mstep: Class 62 contains 25636 members 
Mstep: Class 63 contains 21255 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7245 members 
Mstep: Class 66 contains 5102 members 
Mstep: Class 67 contains 13499 members 
Mstep: Class 68 contains 23591 members 
Mstep: Class 69 contains 23681 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35541 members 
Mstep: Class 72 contains 22423 members 
Mstep: Class 73 contains 27934 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174164.000000 Penalty: 44543.296875
Iteration 251Q: 75 clusters Score -4.217416e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48326 members 
Mstep: Class 14 contains 18611 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17891 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1719 members 
Mstep: Class 26 contains 14943 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 11371 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3086 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1117 members 
Mstep: Class 33 contains 22781 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10456 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1270 members 
Mstep: Class 38 contains 18411 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24910 members 
Mstep: Class 43 contains 6354 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13688 members 
Mstep: Class 47 contains 6042 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8717 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5612 members 
Mstep: Class 57 contains 4371 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17000 members 
Mstep: Class 61 contains 18980 members 
Mstep: Class 62 contains 25585 members 
Mstep: Class 63 contains 21315 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7274 members 
Mstep: Class 66 contains 5074 members 
Mstep: Class 67 contains 13525 members 
Mstep: Class 68 contains 23598 members 
Mstep: Class 69 contains 23535 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35670 members 
Mstep: Class 72 contains 22430 members 
Mstep: Class 73 contains 27935 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174196.000000 Penalty: 44543.296875
Iteration 252Q: 75 clusters Score -4.21742e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 14092 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48330 members 
Mstep: Class 14 contains 18631 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17885 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1720 members 
Mstep: Class 26 contains 14606 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 11409 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 22792 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10539 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1252 members 
Mstep: Class 38 contains 18532 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25114 members 
Mstep: Class 43 contains 6351 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13652 members 
Mstep: Class 47 contains 6085 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8733 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5653 members 
Mstep: Class 57 contains 4361 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16990 members 
Mstep: Class 61 contains 18821 members 
Mstep: Class 62 contains 25536 members 
Mstep: Class 63 contains 21372 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7307 members 
Mstep: Class 66 contains 5047 members 
Mstep: Class 67 contains 13555 members 
Mstep: Class 68 contains 23611 members 
Mstep: Class 69 contains 23377 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35803 members 
Mstep: Class 72 contains 22439 members 
Mstep: Class 73 contains 27930 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173932.000000 Penalty: 44543.296875
Iteration 253Q: 75 clusters Score -4.217393e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 14081 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48336 members 
Mstep: Class 14 contains 18645 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17884 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1718 members 
Mstep: Class 26 contains 14206 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 11431 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22798 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10616 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1240 members 
Mstep: Class 38 contains 18642 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25347 members 
Mstep: Class 43 contains 6354 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13612 members 
Mstep: Class 47 contains 6128 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1729 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8751 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5682 members 
Mstep: Class 57 contains 4355 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16988 members 
Mstep: Class 61 contains 18658 members 
Mstep: Class 62 contains 25504 members 
Mstep: Class 63 contains 21439 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7350 members 
Mstep: Class 66 contains 5016 members 
Mstep: Class 67 contains 13578 members 
Mstep: Class 68 contains 23613 members 
Mstep: Class 69 contains 23218 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 35958 members 
Mstep: Class 72 contains 22465 members 
Mstep: Class 73 contains 27939 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173836.000000 Penalty: 44543.296875
Iteration 254Q: 75 clusters Score -4.217384e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48346 members 
Mstep: Class 14 contains 18659 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17879 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 13761 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 11452 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2821 members 
Mstep: Class 32 contains 1116 members 
Mstep: Class 33 contains 22811 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10661 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1223 members 
Mstep: Class 38 contains 18778 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25643 members 
Mstep: Class 43 contains 6358 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13554 members 
Mstep: Class 47 contains 6143 members 
Mstep: Class 48 contains 2154 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8759 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5724 members 
Mstep: Class 57 contains 4343 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16970 members 
Mstep: Class 61 contains 18506 members 
Mstep: Class 62 contains 25449 members 
Mstep: Class 63 contains 21515 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7405 members 
Mstep: Class 66 contains 4992 members 
Mstep: Class 67 contains 13604 members 
Mstep: Class 68 contains 23604 members 
Mstep: Class 69 contains 23090 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 36142 members 
Mstep: Class 72 contains 22516 members 
Mstep: Class 73 contains 27931 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173556.000000 Penalty: 44543.296875
Iteration 255Q: 75 clusters Score -4.217356e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 14016 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6357 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48353 members 
Mstep: Class 14 contains 18678 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17876 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 6627 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1712 members 
Mstep: Class 26 contains 13334 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 11474 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 1120 members 
Mstep: Class 33 contains 22819 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1207 members 
Mstep: Class 38 contains 18918 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25917 members 
Mstep: Class 43 contains 6361 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13490 members 
Mstep: Class 47 contains 6165 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8764 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5772 members 
Mstep: Class 57 contains 4325 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 18349 members 
Mstep: Class 62 contains 25395 members 
Mstep: Class 63 contains 21585 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7443 members 
Mstep: Class 66 contains 4959 members 
Mstep: Class 67 contains 13642 members 
Mstep: Class 68 contains 23590 members 
Mstep: Class 69 contains 22977 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 36321 members 
Mstep: Class 72 contains 22540 members 
Mstep: Class 73 contains 27933 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173416.000000 Penalty: 44543.296875
Iteration 256Q: 75 clusters Score -4.217342e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 13981 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48364 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 12865 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 11484 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2823 members 
Mstep: Class 32 contains 1123 members 
Mstep: Class 33 contains 22824 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10818 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1194 members 
Mstep: Class 38 contains 19045 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26265 members 
Mstep: Class 43 contains 6363 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13417 members 
Mstep: Class 47 contains 6181 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1731 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8778 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5814 members 
Mstep: Class 57 contains 4300 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16950 members 
Mstep: Class 61 contains 18188 members 
Mstep: Class 62 contains 25324 members 
Mstep: Class 63 contains 21650 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7507 members 
Mstep: Class 66 contains 4928 members 
Mstep: Class 67 contains 13686 members 
Mstep: Class 68 contains 23583 members 
Mstep: Class 69 contains 22871 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 36496 members 
Mstep: Class 72 contains 22548 members 
Mstep: Class 73 contains 27967 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173388.000000 Penalty: 44543.296875
Iteration 257Q: 75 clusters Score -4.217339e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 13935 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1690 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48374 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2681 members 
Mstep: Class 20 contains 17844 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6177 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1703 members 
Mstep: Class 26 contains 12419 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 22827 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10912 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1181 members 
Mstep: Class 38 contains 19168 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26591 members 
Mstep: Class 43 contains 6363 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13297 members 
Mstep: Class 47 contains 6181 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8798 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5854 members 
Mstep: Class 57 contains 4287 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16937 members 
Mstep: Class 61 contains 18021 members 
Mstep: Class 62 contains 25241 members 
Mstep: Class 63 contains 21736 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7598 members 
Mstep: Class 66 contains 4894 members 
Mstep: Class 67 contains 13739 members 
Mstep: Class 68 contains 23570 members 
Mstep: Class 69 contains 22744 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 36702 members 
Mstep: Class 72 contains 22544 members 
Mstep: Class 73 contains 28022 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173116.000000 Penalty: 44543.296875
Iteration 258Q: 75 clusters Score -4.217312e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48389 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17832 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6170 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1697 members 
Mstep: Class 26 contains 11970 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 11514 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1125 members 
Mstep: Class 33 contains 22836 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 10997 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1158 members 
Mstep: Class 38 contains 19284 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26871 members 
Mstep: Class 43 contains 6361 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13174 members 
Mstep: Class 47 contains 6169 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8785 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5892 members 
Mstep: Class 57 contains 4275 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16918 members 
Mstep: Class 61 contains 17865 members 
Mstep: Class 62 contains 25165 members 
Mstep: Class 63 contains 21786 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7747 members 
Mstep: Class 66 contains 4872 members 
Mstep: Class 67 contains 13776 members 
Mstep: Class 68 contains 23561 members 
Mstep: Class 69 contains 22646 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 36949 members 
Mstep: Class 72 contains 22561 members 
Mstep: Class 73 contains 28053 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173020.000000 Penalty: 44543.296875
Iteration 259Q: 75 clusters Score -4.217302e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 345 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 13864 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48404 members 
Mstep: Class 14 contains 18799 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 17823 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 11545 members 
Mstep: Class 27 contains 6494 members 
Mstep: Class 28 contains 11546 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 22844 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11053 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1131 members 
Mstep: Class 38 contains 19383 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27107 members 
Mstep: Class 43 contains 6361 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13092 members 
Mstep: Class 47 contains 6144 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8764 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5913 members 
Mstep: Class 57 contains 4268 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16901 members 
Mstep: Class 61 contains 17697 members 
Mstep: Class 62 contains 25045 members 
Mstep: Class 63 contains 21828 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 7907 members 
Mstep: Class 66 contains 4846 members 
Mstep: Class 67 contains 13826 members 
Mstep: Class 68 contains 23555 members 
Mstep: Class 69 contains 22565 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 37248 members 
Mstep: Class 72 contains 22574 members 
Mstep: Class 73 contains 28062 members 
Mstep: Class 74 contains 109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172996.000000 Penalty: 44543.296875
Iteration 260F: 75 clusters Score -4.2173e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 341 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 13819 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48425 members 
Mstep: Class 14 contains 18836 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2679 members 
Mstep: Class 20 contains 17813 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6165 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 11567 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 22863 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11102 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1099 members 
Mstep: Class 38 contains 19463 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27228 members 
Mstep: Class 43 contains 6361 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 13001 members 
Mstep: Class 47 contains 6140 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8768 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5942 members 
Mstep: Class 57 contains 4257 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16884 members 
Mstep: Class 61 contains 17543 members 
Mstep: Class 62 contains 24936 members 
Mstep: Class 63 contains 21846 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8019 members 
Mstep: Class 66 contains 4823 members 
Mstep: Class 67 contains 13878 members 
Mstep: Class 68 contains 23543 members 
Mstep: Class 69 contains 22509 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 37596 members 
Mstep: Class 72 contains 22602 members 
Mstep: Class 73 contains 28108 members 
Mstep: Class 74 contains 113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172644.000000 Penalty: 44543.296875
Iteration 261Q: 75 clusters Score -4.217264e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 13775 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6358 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1542 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48423 members 
Mstep: Class 14 contains 18870 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2678 members 
Mstep: Class 20 contains 17805 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6168 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1671 members 
Mstep: Class 26 contains 10734 members 
Mstep: Class 27 contains 6490 members 
Mstep: Class 28 contains 11598 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 22876 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11153 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1064 members 
Mstep: Class 38 contains 19510 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27352 members 
Mstep: Class 43 contains 6362 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12929 members 
Mstep: Class 47 contains 6159 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8797 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5974 members 
Mstep: Class 57 contains 4252 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16856 members 
Mstep: Class 61 contains 17425 members 
Mstep: Class 62 contains 24826 members 
Mstep: Class 63 contains 21866 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8106 members 
Mstep: Class 66 contains 4803 members 
Mstep: Class 67 contains 13935 members 
Mstep: Class 68 contains 23534 members 
Mstep: Class 69 contains 22432 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 37971 members 
Mstep: Class 72 contains 22662 members 
Mstep: Class 73 contains 28118 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172488.000000 Penalty: 44543.296875
Iteration 262Q: 75 clusters Score -4.217249e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 13749 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6360 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48424 members 
Mstep: Class 14 contains 18903 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17800 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1659 members 
Mstep: Class 26 contains 10286 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 11613 members 
Mstep: Class 29 contains 1899 members 
Mstep: Class 30 contains 3090 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 22880 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11202 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 1032 members 
Mstep: Class 38 contains 19547 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27496 members 
Mstep: Class 43 contains 6358 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12857 members 
Mstep: Class 47 contains 6187 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8872 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 5992 members 
Mstep: Class 57 contains 4243 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16848 members 
Mstep: Class 61 contains 17291 members 
Mstep: Class 62 contains 24687 members 
Mstep: Class 63 contains 21861 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8149 members 
Mstep: Class 66 contains 4805 members 
Mstep: Class 67 contains 13979 members 
Mstep: Class 68 contains 23532 members 
Mstep: Class 69 contains 22362 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 38378 members 
Mstep: Class 72 contains 22726 members 
Mstep: Class 73 contains 28146 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172040.000000 Penalty: 44543.296875
Iteration 263Q: 75 clusters Score -4.217204e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 13721 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6361 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1466 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48441 members 
Mstep: Class 14 contains 18942 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2681 members 
Mstep: Class 20 contains 17796 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6154 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1647 members 
Mstep: Class 26 contains 9805 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 11631 members 
Mstep: Class 29 contains 1900 members 
Mstep: Class 30 contains 3090 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1127 members 
Mstep: Class 33 contains 22893 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11236 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 993 members 
Mstep: Class 38 contains 19595 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27664 members 
Mstep: Class 43 contains 6359 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12787 members 
Mstep: Class 47 contains 6219 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8927 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6011 members 
Mstep: Class 57 contains 4224 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16839 members 
Mstep: Class 61 contains 17169 members 
Mstep: Class 62 contains 24572 members 
Mstep: Class 63 contains 21857 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8207 members 
Mstep: Class 66 contains 4803 members 
Mstep: Class 67 contains 14022 members 
Mstep: Class 68 contains 23525 members 
Mstep: Class 69 contains 22318 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 38777 members 
Mstep: Class 72 contains 22778 members 
Mstep: Class 73 contains 28153 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171788.000000 Penalty: 44543.296875
Iteration 264Q: 75 clusters Score -4.217179e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 13703 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6361 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1428 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48450 members 
Mstep: Class 14 contains 18974 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 17802 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6149 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1636 members 
Mstep: Class 26 contains 9330 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11658 members 
Mstep: Class 29 contains 1903 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1125 members 
Mstep: Class 33 contains 22906 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11258 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 949 members 
Mstep: Class 38 contains 19645 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27823 members 
Mstep: Class 43 contains 6356 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12686 members 
Mstep: Class 47 contains 6286 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8970 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6025 members 
Mstep: Class 57 contains 4194 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16827 members 
Mstep: Class 61 contains 17037 members 
Mstep: Class 62 contains 24413 members 
Mstep: Class 63 contains 21852 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8270 members 
Mstep: Class 66 contains 4793 members 
Mstep: Class 67 contains 14064 members 
Mstep: Class 68 contains 23521 members 
Mstep: Class 69 contains 22291 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 39181 members 
Mstep: Class 72 contains 22835 members 
Mstep: Class 73 contains 28205 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171404.000000 Penalty: 44543.296875
Iteration 265Q: 75 clusters Score -4.21714e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 13684 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 18994 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2682 members 
Mstep: Class 20 contains 17803 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6140 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1626 members 
Mstep: Class 26 contains 8827 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11692 members 
Mstep: Class 29 contains 1909 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1124 members 
Mstep: Class 33 contains 22919 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11303 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 908 members 
Mstep: Class 38 contains 19709 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 28027 members 
Mstep: Class 43 contains 6352 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12626 members 
Mstep: Class 47 contains 6336 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8995 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6033 members 
Mstep: Class 57 contains 4164 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16812 members 
Mstep: Class 61 contains 16881 members 
Mstep: Class 62 contains 24280 members 
Mstep: Class 63 contains 21857 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8360 members 
Mstep: Class 66 contains 4784 members 
Mstep: Class 67 contains 14103 members 
Mstep: Class 68 contains 23501 members 
Mstep: Class 69 contains 22254 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 39586 members 
Mstep: Class 72 contains 22866 members 
Mstep: Class 73 contains 28225 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171124.000000 Penalty: 44543.296875
Iteration 266Q: 75 clusters Score -4.217112e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 13660 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1373 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48472 members 
Mstep: Class 14 contains 19014 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 17799 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1618 members 
Mstep: Class 26 contains 8221 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11731 members 
Mstep: Class 29 contains 1912 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1122 members 
Mstep: Class 33 contains 22930 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11324 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 19778 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 28463 members 
Mstep: Class 43 contains 6346 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12560 members 
Mstep: Class 47 contains 6302 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9001 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6044 members 
Mstep: Class 57 contains 4124 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16811 members 
Mstep: Class 61 contains 16733 members 
Mstep: Class 62 contains 24111 members 
Mstep: Class 63 contains 21859 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8462 members 
Mstep: Class 66 contains 4777 members 
Mstep: Class 67 contains 14148 members 
Mstep: Class 68 contains 23490 members 
Mstep: Class 69 contains 22248 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 39961 members 
Mstep: Class 72 contains 22892 members 
Mstep: Class 73 contains 28234 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170672.000000 Penalty: 44543.296875
Iteration 267Q: 75 clusters Score -4.217067e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6364 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1355 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48489 members 
Mstep: Class 14 contains 19002 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17794 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6112 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1610 members 
Mstep: Class 26 contains 7608 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11774 members 
Mstep: Class 29 contains 1915 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1121 members 
Mstep: Class 33 contains 22949 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11348 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 19888 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 29055 members 
Mstep: Class 43 contains 6337 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12493 members 
Mstep: Class 47 contains 6225 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8983 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6053 members 
Mstep: Class 57 contains 4091 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16799 members 
Mstep: Class 61 contains 16567 members 
Mstep: Class 62 contains 23925 members 
Mstep: Class 63 contains 21839 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8556 members 
Mstep: Class 66 contains 4774 members 
Mstep: Class 67 contains 14182 members 
Mstep: Class 68 contains 23469 members 
Mstep: Class 69 contains 22246 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 40281 members 
Mstep: Class 72 contains 22927 members 
Mstep: Class 73 contains 28260 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170752.000000 Penalty: 44543.296875
Iteration 268Q: 75 clusters Score -4.217075e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48502 members 
Mstep: Class 14 contains 18986 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 17787 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1604 members 
Mstep: Class 26 contains 7062 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11814 members 
Mstep: Class 29 contains 1917 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1117 members 
Mstep: Class 33 contains 22966 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11370 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 19971 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 29660 members 
Mstep: Class 43 contains 6330 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12455 members 
Mstep: Class 47 contains 6164 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8929 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6064 members 
Mstep: Class 57 contains 4060 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16795 members 
Mstep: Class 61 contains 16411 members 
Mstep: Class 62 contains 23659 members 
Mstep: Class 63 contains 21832 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8677 members 
Mstep: Class 66 contains 4776 members 
Mstep: Class 67 contains 14218 members 
Mstep: Class 68 contains 23446 members 
Mstep: Class 69 contains 22244 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 40590 members 
Mstep: Class 72 contains 22956 members 
Mstep: Class 73 contains 28278 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170760.000000 Penalty: 44543.296875
Iteration 269Q: 75 clusters Score -4.217076e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 13600 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 1331 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48521 members 
Mstep: Class 14 contains 18954 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 17778 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6109 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1591 members 
Mstep: Class 26 contains 6615 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 11839 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1115 members 
Mstep: Class 33 contains 22989 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11392 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 829 members 
Mstep: Class 38 contains 20029 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 30195 members 
Mstep: Class 43 contains 6322 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12426 members 
Mstep: Class 47 contains 6110 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8899 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6071 members 
Mstep: Class 57 contains 4010 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16808 members 
Mstep: Class 61 contains 16281 members 
Mstep: Class 62 contains 23390 members 
Mstep: Class 63 contains 21815 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8796 members 
Mstep: Class 66 contains 4778 members 
Mstep: Class 67 contains 14268 members 
Mstep: Class 68 contains 23432 members 
Mstep: Class 69 contains 22245 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 40858 members 
Mstep: Class 72 contains 22972 members 
Mstep: Class 73 contains 28262 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170752.000000 Penalty: 44543.296875
Iteration 270Q: 75 clusters Score -4.217075e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2253 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48516 members 
Mstep: Class 14 contains 18927 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17778 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6121 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1583 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 11870 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1110 members 
Mstep: Class 33 contains 23008 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11399 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 802 members 
Mstep: Class 38 contains 20093 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 30695 members 
Mstep: Class 43 contains 6318 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12413 members 
Mstep: Class 47 contains 6090 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8853 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6078 members 
Mstep: Class 57 contains 3987 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16813 members 
Mstep: Class 61 contains 16131 members 
Mstep: Class 62 contains 23074 members 
Mstep: Class 63 contains 21798 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 8907 members 
Mstep: Class 66 contains 4784 members 
Mstep: Class 67 contains 14325 members 
Mstep: Class 68 contains 23421 members 
Mstep: Class 69 contains 22264 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 41100 members 
Mstep: Class 72 contains 22960 members 
Mstep: Class 73 contains 28258 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170756.000000 Penalty: 44543.296875
Iteration 271Q: 75 clusters Score -4.217076e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 13568 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48529 members 
Mstep: Class 14 contains 18860 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2683 members 
Mstep: Class 20 contains 17787 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6140 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1570 members 
Mstep: Class 26 contains 5947 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 11894 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 1102 members 
Mstep: Class 33 contains 23032 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11395 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 778 members 
Mstep: Class 38 contains 20168 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 31223 members 
Mstep: Class 43 contains 6312 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12425 members 
Mstep: Class 47 contains 6104 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8789 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6089 members 
Mstep: Class 57 contains 3952 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16825 members 
Mstep: Class 61 contains 15965 members 
Mstep: Class 62 contains 22717 members 
Mstep: Class 63 contains 21804 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9031 members 
Mstep: Class 66 contains 4778 members 
Mstep: Class 67 contains 14401 members 
Mstep: Class 68 contains 23405 members 
Mstep: Class 69 contains 22263 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 41271 members 
Mstep: Class 72 contains 22948 members 
Mstep: Class 73 contains 28245 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170896.000000 Penalty: 44543.296875
Iteration 272Q: 75 clusters Score -4.21709e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 13553 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6367 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3351 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1318 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48533 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 20 contains 17792 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1561 members 
Mstep: Class 26 contains 5684 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 11931 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 1100 members 
Mstep: Class 33 contains 23054 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11398 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 20252 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 31738 members 
Mstep: Class 43 contains 6309 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12452 members 
Mstep: Class 47 contains 6143 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8741 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6101 members 
Mstep: Class 57 contains 3916 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16828 members 
Mstep: Class 61 contains 15774 members 
Mstep: Class 62 contains 22303 members 
Mstep: Class 63 contains 21815 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9126 members 
Mstep: Class 66 contains 4779 members 
Mstep: Class 67 contains 14483 members 
Mstep: Class 68 contains 23397 members 
Mstep: Class 69 contains 22275 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 41424 members 
Mstep: Class 72 contains 22909 members 
Mstep: Class 73 contains 28229 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170736.000000 Penalty: 44543.296875
Iteration 273Q: 75 clusters Score -4.217074e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 13524 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6366 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1314 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48542 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1553 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 11975 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 1100 members 
Mstep: Class 33 contains 23078 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11406 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 20350 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 32272 members 
Mstep: Class 43 contains 6304 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12456 members 
Mstep: Class 47 contains 6168 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8675 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6111 members 
Mstep: Class 57 contains 3871 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16839 members 
Mstep: Class 61 contains 15563 members 
Mstep: Class 62 contains 21855 members 
Mstep: Class 63 contains 21804 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9260 members 
Mstep: Class 66 contains 4783 members 
Mstep: Class 67 contains 14566 members 
Mstep: Class 68 contains 23383 members 
Mstep: Class 69 contains 22297 members 
Mstep: Class 70 contains 345 members 
Mstep: Class 71 contains 41592 members 
Mstep: Class 72 contains 22889 members 
Mstep: Class 73 contains 28212 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170724.000000 Penalty: 44543.296875
Iteration 274Q: 75 clusters Score -4.217072e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 13481 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1311 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 18681 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17799 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 5267 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12034 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23084 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11416 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 685 members 
Mstep: Class 38 contains 20401 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 32820 members 
Mstep: Class 43 contains 6305 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12472 members 
Mstep: Class 47 contains 6222 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8637 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6122 members 
Mstep: Class 57 contains 3833 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16855 members 
Mstep: Class 61 contains 15328 members 
Mstep: Class 62 contains 21423 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9388 members 
Mstep: Class 66 contains 4772 members 
Mstep: Class 67 contains 14667 members 
Mstep: Class 68 contains 23377 members 
Mstep: Class 69 contains 22318 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41711 members 
Mstep: Class 72 contains 22867 members 
Mstep: Class 73 contains 28214 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170560.000000 Penalty: 44543.296875
Iteration 275Q: 75 clusters Score -4.217056e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 13430 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1310 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48526 members 
Mstep: Class 14 contains 18657 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17805 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1540 members 
Mstep: Class 26 contains 5065 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12106 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23092 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11428 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 652 members 
Mstep: Class 38 contains 20472 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 33423 members 
Mstep: Class 43 contains 6303 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12475 members 
Mstep: Class 47 contains 6175 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8594 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6134 members 
Mstep: Class 57 contains 3788 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16874 members 
Mstep: Class 61 contains 15102 members 
Mstep: Class 62 contains 20993 members 
Mstep: Class 63 contains 21789 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9531 members 
Mstep: Class 66 contains 4762 members 
Mstep: Class 67 contains 14783 members 
Mstep: Class 68 contains 23378 members 
Mstep: Class 69 contains 22329 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41826 members 
Mstep: Class 72 contains 22842 members 
Mstep: Class 73 contains 28180 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170504.000000 Penalty: 44543.296875
Iteration 276Q: 75 clusters Score -4.21705e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 13402 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6369 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48521 members 
Mstep: Class 14 contains 18687 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17806 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1533 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12189 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23103 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11441 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 622 members 
Mstep: Class 38 contains 20542 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 34024 members 
Mstep: Class 43 contains 6301 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12470 members 
Mstep: Class 47 contains 6010 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8542 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6143 members 
Mstep: Class 57 contains 3732 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16895 members 
Mstep: Class 61 contains 14883 members 
Mstep: Class 62 contains 20612 members 
Mstep: Class 63 contains 21788 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9633 members 
Mstep: Class 66 contains 4758 members 
Mstep: Class 67 contains 14879 members 
Mstep: Class 68 contains 23386 members 
Mstep: Class 69 contains 22327 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41937 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28173 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170424.000000 Penalty: 44543.296875
Iteration 277Q: 75 clusters Score -4.217042e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3015 members 
Mstep: Class 5 contains 13376 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1304 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48516 members 
Mstep: Class 14 contains 18673 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17810 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1531 members 
Mstep: Class 26 contains 4748 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12280 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23118 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11449 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 594 members 
Mstep: Class 38 contains 20569 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 34641 members 
Mstep: Class 43 contains 6296 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12470 members 
Mstep: Class 47 contains 5794 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8481 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6152 members 
Mstep: Class 57 contains 3681 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16929 members 
Mstep: Class 61 contains 14708 members 
Mstep: Class 62 contains 20291 members 
Mstep: Class 63 contains 21792 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9729 members 
Mstep: Class 66 contains 4750 members 
Mstep: Class 67 contains 14966 members 
Mstep: Class 68 contains 23381 members 
Mstep: Class 69 contains 22315 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41998 members 
Mstep: Class 72 contains 22835 members 
Mstep: Class 73 contains 28159 members 
Mstep: Class 74 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170384.000000 Penalty: 44543.296875
Iteration 278Q: 75 clusters Score -4.217038e+07 nChanged 1717
Entering ConstructFrom: 
Score: -42170384.000000 Penalty: 44543.296875
Entering ConstructFrom: 
Trying to split cluster 1 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -13480.233398 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -13480.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13044.009766 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -13044.01 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -13259.881836 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -13259.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13304.013672 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -13304.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -13325.520508 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -13325.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13340.695312 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -13340.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13352.796875 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -13352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -13367.587891 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -13367.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -13395.835938 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -13395.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13431.528320 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -13431.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13441.316406 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -13441.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13447.228516 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -13447.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13460.872070 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -13460.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13476.039062 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -13476.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13484.908203 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -13484.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13492.625000 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -13492.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13500.406250 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -13500.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13502.397461 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -13502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13506.139648 Penalty: 555.536194
	Iteration 17F: 3 clusters Score -13506.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13509.709961 Penalty: 555.536194
	Iteration 18Q: 3 clusters Score -13509.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13514.162109 Penalty: 555.536194
	Iteration 19Q: 3 clusters Score -13514.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13521.083008 Penalty: 555.536194
	Iteration 20F: 3 clusters Score -13521.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13526.629883 Penalty: 555.536194
	Iteration 21Q: 3 clusters Score -13526.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13534.126953 Penalty: 555.536194
	Iteration 22Q: 3 clusters Score -13534.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13539.885742 Penalty: 555.536194
	Iteration 23Q: 3 clusters Score -13539.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13543.850586 Penalty: 555.536194
	Iteration 24Q: 3 clusters Score -13543.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13552.343750 Penalty: 555.536194
	Iteration 25Q: 3 clusters Score -13552.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13564.442383 Penalty: 555.536194
	Iteration 26Q: 3 clusters Score -13564.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13573.677734 Penalty: 555.536194
	Iteration 27Q: 3 clusters Score -13573.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13578.795898 Penalty: 555.536194
	Iteration 28Q: 3 clusters Score -13578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13579.375977 Penalty: 555.536194
	Iteration 29Q: 3 clusters Score -13579.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13579.375977 Penalty: 555.536194
	Iteration 30F: 3 clusters Score -13579.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 35190 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 114 members 
Mstep: Class 75 contains 225 members 
Entering Unmasked Estep 
Score: -42169884.000000 Penalty: 45145.230469
Splitting cluster 1 changes total score from -42170384.000000 to -42169884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 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 264 members 
Entering Unmasked Estep 
Score: -28713.072266 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28713.07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -28859.359375 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28859.36 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28913.978516 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28913.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28954.566406 Penalty: 572.364136
	Iteration 3Q: 3 clusters Score -28954.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28977.654297 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -28977.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28991.744141 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -28991.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28999.123047 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -28999.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29007.367188 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29007.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29019.705078 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29019.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29039.212891 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29039.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29066.000000 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29092.082031 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29092.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29111.062500 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29111.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29124.779297 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -29124.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29129.833984 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -29129.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29130.824219 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -29130.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29131.421875 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -29131.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29132.535156 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -29132.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29133.638672 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -29133.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29133.802734 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -29133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29134.291016 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -29134.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -6482.536621 Penalty: 265.217041
	Iteration 0F: 2 clusters Score -6482.537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6132.895996 Penalty: 530.434082
	Iteration 0F: 3 clusters Score -6132.896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6307.869141 Penalty: 530.434082
	Iteration 1F: 3 clusters Score -6307.869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6354.829102 Penalty: 530.434082
	Iteration 2F: 3 clusters Score -6354.829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6380.083008 Penalty: 530.434082
	Iteration 3Q: 3 clusters Score -6380.083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6387.770996 Penalty: 530.434082
	Iteration 4Q: 3 clusters Score -6387.771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6392.239746 Penalty: 530.434082
	Iteration 5Q: 3 clusters Score -6392.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6393.484863 Penalty: 530.434082
	Iteration 6Q: 3 clusters Score -6393.485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6400.825684 Penalty: 530.434082
	Iteration 7Q: 3 clusters Score -6400.826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6403.676270 Penalty: 530.434082
	Iteration 8Q: 3 clusters Score -6403.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6409.805664 Penalty: 530.434082
	Iteration 9Q: 3 clusters Score -6409.806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6413.364746 Penalty: 530.434082
	Iteration 10Q: 3 clusters Score -6413.365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6419.287598 Penalty: 530.434082
	Iteration 11Q: 3 clusters Score -6419.288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6437.016602 Penalty: 530.434082
	Iteration 12Q: 3 clusters Score -6437.017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6445.834961 Penalty: 530.434082
	Iteration 13Q: 3 clusters Score -6445.835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6459.383789 Penalty: 530.434082
	Iteration 14Q: 3 clusters Score -6459.384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6461.705566 Penalty: 530.434082
	Iteration 15Q: 3 clusters Score -6461.706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6465.172852 Penalty: 530.434082
	Iteration 16Q: 3 clusters Score -6465.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6469.134277 Penalty: 530.434082
	Iteration 17Q: 3 clusters Score -6469.134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6474.279297 Penalty: 530.434082
	Iteration 18Q: 3 clusters Score -6474.279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6474.986816 Penalty: 530.434082
	Iteration 19Q: 3 clusters Score -6474.987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6475.929199 Penalty: 530.434082
	Iteration 20F: 3 clusters Score -6475.929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6477.565918 Penalty: 530.434082
	Iteration 21Q: 3 clusters Score -6477.566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6481.310547 Penalty: 530.434082
	Iteration 22Q: 3 clusters Score -6481.311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6487.649902 Penalty: 530.434082
	Iteration 23Q: 3 clusters Score -6487.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6490.770020 Penalty: 530.434082
	Iteration 24Q: 3 clusters Score -6490.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6490.770020 Penalty: 530.434082
	Iteration 25F: 3 clusters Score -6490.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 168 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 35190 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 114 members 
Mstep: Class 75 contains 172 members 
Entering Unmasked Estep 
Score: -42169800.000000 Penalty: 45145.230469
Splitting cluster 3 changes total score from -42170384.000000 to -42169800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -224247.859375 Penalty: 364.486481
	Iteration 0F: 2 clusters Score -224247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -222201.312500 Penalty: 728.972961
	Iteration 0F: 3 clusters Score -222201.3 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -222858.562500 Penalty: 728.972961
	Iteration 1F: 3 clusters Score -222858.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -222963.406250 Penalty: 728.972961
	Iteration 2F: 3 clusters Score -222963.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -223085.109375 Penalty: 728.972961
	Iteration 3F: 3 clusters Score -223085.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -223255.687500 Penalty: 728.972961
	Iteration 4F: 3 clusters Score -223255.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -223457.343750 Penalty: 728.972961
	Iteration 5F: 3 clusters Score -223457.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223648.484375 Penalty: 728.972961
	Iteration 6F: 3 clusters Score -223648.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -223778.265625 Penalty: 728.972961
	Iteration 7Q: 3 clusters Score -223778.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -223817.125000 Penalty: 728.972961
	Iteration 8Q: 3 clusters Score -223817.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -223844.812500 Penalty: 728.972961
	Iteration 9Q: 3 clusters Score -223844.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -223865.468750 Penalty: 728.972961
	Iteration 10Q: 3 clusters Score -223865.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -223880.218750 Penalty: 728.972961
	Iteration 11Q: 3 clusters Score -223880.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -223894.453125 Penalty: 728.972961
	Iteration 12Q: 3 clusters Score -223894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -223901.781250 Penalty: 728.972961
	Iteration 13Q: 3 clusters Score -223901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -223905.703125 Penalty: 728.972961
	Iteration 14Q: 3 clusters Score -223905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -223910.687500 Penalty: 728.972961
	Iteration 15Q: 3 clusters Score -223910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -223914.453125 Penalty: 728.972961
	Iteration 16Q: 3 clusters Score -223914.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -223919.296875 Penalty: 728.972961
	Iteration 17Q: 3 clusters Score -223919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -223921.718750 Penalty: 728.972961
	Iteration 18Q: 3 clusters Score -223921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -223923.109375 Penalty: 728.972961
	Iteration 19Q: 3 clusters Score -223923.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -223925.187500 Penalty: 728.972961
	Iteration 20F: 3 clusters Score -223925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -223928.656250 Penalty: 728.972961
	Iteration 21Q: 3 clusters Score -223928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -223933.312500 Penalty: 728.972961
	Iteration 22Q: 3 clusters Score -223933.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -223934.781250 Penalty: 728.972961
	Iteration 23Q: 3 clusters Score -223934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -223935.312500 Penalty: 728.972961
	Iteration 24Q: 3 clusters Score -223935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -223936.000000 Penalty: 728.972961
	Iteration 25Q: 3 clusters Score -223936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -223937.671875 Penalty: 728.972961
	Iteration 26Q: 3 clusters Score -223937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -223940.484375 Penalty: 728.972961
	Iteration 27Q: 3 clusters Score -223940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -223941.203125 Penalty: 728.972961
	Iteration 28Q: 3 clusters Score -223941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -223942.203125 Penalty: 728.972961
	Iteration 29Q: 3 clusters Score -223942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -223942.296875 Penalty: 728.972961
	Iteration 30Q: 3 clusters Score -223942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -223943.515625 Penalty: 728.972961
	Iteration 31Q: 3 clusters Score -223943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -223943.984375 Penalty: 728.972961
	Iteration 32Q: 3 clusters Score -223944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -223944.328125 Penalty: 728.972961
	Iteration 33Q: 3 clusters Score -223944.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -223944.328125 Penalty: 728.972961
	Iteration 34F: 3 clusters Score -223944.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Entering Unmasked Estep 
Score: -1068153.875000 Penalty: 432.196411
	Iteration 0F: 2 clusters Score -1068154 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 6662 members 
Entering Unmasked Estep 
Score: -1059246.875000 Penalty: 864.392822
	Iteration 0F: 3 clusters Score -1059247 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1063035.000000 Penalty: 864.392822
	Iteration 1F: 3 clusters Score -1063035 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1063383.625000 Penalty: 864.392822
	Iteration 2F: 3 clusters Score -1063384 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1063855.625000 Penalty: 864.392822
	Iteration 3F: 3 clusters Score -1063856 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1064596.875000 Penalty: 864.392822
	Iteration 4F: 3 clusters Score -1064597 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1065367.625000 Penalty: 864.392822
	Iteration 5F: 3 clusters Score -1065368 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1065801.750000 Penalty: 864.392822
	Iteration 6F: 3 clusters Score -1065802 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1065979.750000 Penalty: 864.392822
	Iteration 7Q: 3 clusters Score -1065980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1066076.375000 Penalty: 864.392822
	Iteration 8Q: 3 clusters Score -1066076 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1066152.125000 Penalty: 864.392822
	Iteration 9Q: 3 clusters Score -1066152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1066220.000000 Penalty: 864.392822
	Iteration 10Q: 3 clusters Score -1066220 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1066317.500000 Penalty: 864.392822
	Iteration 11Q: 3 clusters Score -1066318 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1066415.750000 Penalty: 864.392822
	Iteration 12Q: 3 clusters Score -1066416 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1066516.000000 Penalty: 864.392822
	Iteration 13Q: 3 clusters Score -1066516 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1066601.375000 Penalty: 864.392822
	Iteration 14Q: 3 clusters Score -1066601 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1066681.250000 Penalty: 864.392822
	Iteration 15Q: 3 clusters Score -1066681 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1066762.250000 Penalty: 864.392822
	Iteration 16Q: 3 clusters Score -1066762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1066846.500000 Penalty: 864.392822
	Iteration 17Q: 3 clusters Score -1066846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1066916.375000 Penalty: 864.392822
	Iteration 18Q: 3 clusters Score -1066916 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1066981.000000 Penalty: 864.392822
	Iteration 19Q: 3 clusters Score -1066981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1067033.750000 Penalty: 864.392822
	Iteration 20F: 3 clusters Score -1067034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1067086.250000 Penalty: 864.392822
	Iteration 21Q: 3 clusters Score -1067086 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1067139.375000 Penalty: 864.392822
	Iteration 22Q: 3 clusters Score -1067139 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1067198.625000 Penalty: 864.392822
	Iteration 23Q: 3 clusters Score -1067199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1067240.375000 Penalty: 864.392822
	Iteration 24Q: 3 clusters Score -1067240 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1067271.500000 Penalty: 864.392822
	Iteration 25Q: 3 clusters Score -1067272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1067302.375000 Penalty: 864.392822
	Iteration 26Q: 3 clusters Score -1067302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1067321.125000 Penalty: 864.392822
	Iteration 27Q: 3 clusters Score -1067321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1067342.125000 Penalty: 864.392822
	Iteration 28Q: 3 clusters Score -1067342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1067360.375000 Penalty: 864.392822
	Iteration 29Q: 3 clusters Score -1067360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1067378.250000 Penalty: 864.392822
	Iteration 30Q: 3 clusters Score -1067378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1067400.875000 Penalty: 864.392822
	Iteration 31Q: 3 clusters Score -1067401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1067424.125000 Penalty: 864.392822
	Iteration 32Q: 3 clusters Score -1067424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1067446.500000 Penalty: 864.392822
	Iteration 33Q: 3 clusters Score -1067446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1067467.750000 Penalty: 864.392822
	Iteration 34Q: 3 clusters Score -1067468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1067494.375000 Penalty: 864.392822
	Iteration 35Q: 3 clusters Score -1067494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1067518.250000 Penalty: 864.392822
	Iteration 36Q: 3 clusters Score -1067518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1067540.000000 Penalty: 864.392822
	Iteration 37Q: 3 clusters Score -1067540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1067564.375000 Penalty: 864.392822
	Iteration 38Q: 3 clusters Score -1067564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1067585.500000 Penalty: 864.392822
	Iteration 39Q: 3 clusters Score -1067586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1067604.125000 Penalty: 864.392822
	Iteration 40F: 3 clusters Score -1067604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1067619.375000 Penalty: 864.392822
	Iteration 41Q: 3 clusters Score -1067619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1067635.500000 Penalty: 864.392822
	Iteration 42Q: 3 clusters Score -1067636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1067651.500000 Penalty: 864.392822
	Iteration 43Q: 3 clusters Score -1067652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1067671.250000 Penalty: 864.392822
	Iteration 44Q: 3 clusters Score -1067671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1067696.750000 Penalty: 864.392822
	Iteration 45Q: 3 clusters Score -1067697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1067723.375000 Penalty: 864.392822
	Iteration 46Q: 3 clusters Score -1067723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1067749.500000 Penalty: 864.392822
	Iteration 47Q: 3 clusters Score -1067750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1067781.875000 Penalty: 864.392822
	Iteration 48Q: 3 clusters Score -1067782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1067797.375000 Penalty: 864.392822
	Iteration 49Q: 3 clusters Score -1067797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1067811.750000 Penalty: 864.392822
	Iteration 50Q: 3 clusters Score -1067812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1067824.125000 Penalty: 864.392822
	Iteration 51Q: 3 clusters Score -1067824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1067832.000000 Penalty: 864.392822
	Iteration 52Q: 3 clusters Score -1067832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1067834.250000 Penalty: 864.392822
	Iteration 53Q: 3 clusters Score -1067834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1067839.000000 Penalty: 864.392822
	Iteration 54Q: 3 clusters Score -1067839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1067842.000000 Penalty: 864.392822
	Iteration 55Q: 3 clusters Score -1067842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1067847.625000 Penalty: 864.392822
	Iteration 56Q: 3 clusters Score -1067848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1067849.250000 Penalty: 864.392822
	Iteration 57Q: 3 clusters Score -1067849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1067848.375000 Penalty: 864.392822
	Iteration 58Q: 3 clusters Score -1067848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1067850.250000 Penalty: 864.392822
	Iteration 59Q: 3 clusters Score -1067850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1067850.625000 Penalty: 864.392822
	Iteration 60F: 3 clusters Score -1067851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1067849.250000 Penalty: 864.392822
	Iteration 61Q: 3 clusters Score -1067849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1067850.250000 Penalty: 864.392822
	Iteration 62Q: 3 clusters Score -1067850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1067850.625000 Penalty: 864.392822
	Iteration 63Q: 3 clusters Score -1067851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1067850.875000 Penalty: 864.392822
	Iteration 64Q: 3 clusters Score -1067851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1067850.875000 Penalty: 864.392822
	Iteration 65Q: 3 clusters Score -1067851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1067849.750000 Penalty: 864.392822
	Iteration 66Q: 3 clusters Score -1067850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1067849.750000 Penalty: 864.392822
	Iteration 67Q: 3 clusters Score -1067850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1067849.750000 Penalty: 864.392822
	Iteration 68F: 3 clusters Score -1067850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -12705.141602 Penalty: 259.522095
	Iteration 0F: 2 clusters Score -12705.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12377.589844 Penalty: 519.044189
	Iteration 0F: 3 clusters Score -12377.59 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12533.391602 Penalty: 519.044189
	Iteration 1F: 3 clusters Score -12533.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12598.311523 Penalty: 519.044189
	Iteration 2F: 3 clusters Score -12598.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12638.556641 Penalty: 519.044189
	Iteration 3F: 3 clusters Score -12638.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12660.934570 Penalty: 519.044189
	Iteration 4Q: 3 clusters Score -12660.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12677.203125 Penalty: 519.044189
	Iteration 5Q: 3 clusters Score -12677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12681.803711 Penalty: 519.044189
	Iteration 6Q: 3 clusters Score -12681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12682.414062 Penalty: 519.044189
	Iteration 7Q: 3 clusters Score -12682.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12683.072266 Penalty: 519.044189
	Iteration 8Q: 3 clusters Score -12683.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12683.072266 Penalty: 519.044189
	Iteration 9F: 3 clusters Score -12683.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -497196.281250 Penalty: 398.572083
	Iteration 0F: 2 clusters Score -497196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -493007.968750 Penalty: 797.144165
	Iteration 0F: 3 clusters Score -493008 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -494547.000000 Penalty: 797.144165
	Iteration 1F: 3 clusters Score -494547 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -494703.937500 Penalty: 797.144165
	Iteration 2F: 3 clusters Score -494703.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -494881.343750 Penalty: 797.144165
	Iteration 3F: 3 clusters Score -494881.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -495124.281250 Penalty: 797.144165
	Iteration 4F: 3 clusters Score -495124.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -495419.281250 Penalty: 797.144165
	Iteration 5F: 3 clusters Score -495419.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -495716.812500 Penalty: 797.144165
	Iteration 6F: 3 clusters Score -495716.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -495947.437500 Penalty: 797.144165
	Iteration 7F: 3 clusters Score -495947.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -496056.750000 Penalty: 797.144165
	Iteration 8Q: 3 clusters Score -496056.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -496116.125000 Penalty: 797.144165
	Iteration 9Q: 3 clusters Score -496116.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -496160.468750 Penalty: 797.144165
	Iteration 10Q: 3 clusters Score -496160.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -496194.656250 Penalty: 797.144165
	Iteration 11Q: 3 clusters Score -496194.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -496228.656250 Penalty: 797.144165
	Iteration 12Q: 3 clusters Score -496228.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -496261.656250 Penalty: 797.144165
	Iteration 13Q: 3 clusters Score -496261.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -496293.625000 Penalty: 797.144165
	Iteration 14Q: 3 clusters Score -496293.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -496323.937500 Penalty: 797.144165
	Iteration 15Q: 3 clusters Score -496323.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -496361.875000 Penalty: 797.144165
	Iteration 16Q: 3 clusters Score -496361.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -496417.281250 Penalty: 797.144165
	Iteration 17Q: 3 clusters Score -496417.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -496464.562500 Penalty: 797.144165
	Iteration 18Q: 3 clusters Score -496464.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -496504.000000 Penalty: 797.144165
	Iteration 19Q: 3 clusters Score -496504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -496542.593750 Penalty: 797.144165
	Iteration 20F: 3 clusters Score -496542.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -496565.468750 Penalty: 797.144165
	Iteration 21Q: 3 clusters Score -496565.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -496585.656250 Penalty: 797.144165
	Iteration 22Q: 3 clusters Score -496585.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -496599.750000 Penalty: 797.144165
	Iteration 23Q: 3 clusters Score -496599.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -496613.875000 Penalty: 797.144165
	Iteration 24Q: 3 clusters Score -496613.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -496623.000000 Penalty: 797.144165
	Iteration 25Q: 3 clusters Score -496623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -496633.468750 Penalty: 797.144165
	Iteration 26Q: 3 clusters Score -496633.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -496638.687500 Penalty: 797.144165
	Iteration 27Q: 3 clusters Score -496638.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -496643.968750 Penalty: 797.144165
	Iteration 28Q: 3 clusters Score -496644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -496649.093750 Penalty: 797.144165
	Iteration 29Q: 3 clusters Score -496649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -496651.437500 Penalty: 797.144165
	Iteration 30Q: 3 clusters Score -496651.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -496655.968750 Penalty: 797.144165
	Iteration 31Q: 3 clusters Score -496656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -496662.031250 Penalty: 797.144165
	Iteration 32Q: 3 clusters Score -496662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -496669.562500 Penalty: 797.144165
	Iteration 33Q: 3 clusters Score -496669.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -496675.781250 Penalty: 797.144165
	Iteration 34Q: 3 clusters Score -496675.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -496680.406250 Penalty: 797.144165
	Iteration 35Q: 3 clusters Score -496680.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -496685.968750 Penalty: 797.144165
	Iteration 36Q: 3 clusters Score -496686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -496693.031250 Penalty: 797.144165
	Iteration 37Q: 3 clusters Score -496693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -496697.531250 Penalty: 797.144165
	Iteration 38Q: 3 clusters Score -496697.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -496702.156250 Penalty: 797.144165
	Iteration 39Q: 3 clusters Score -496702.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -496706.906250 Penalty: 797.144165
	Iteration 40F: 3 clusters Score -496706.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -496712.562500 Penalty: 797.144165
	Iteration 41Q: 3 clusters Score -496712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -496716.937500 Penalty: 797.144165
	Iteration 42Q: 3 clusters Score -496716.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -496720.093750 Penalty: 797.144165
	Iteration 43Q: 3 clusters Score -496720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -496722.875000 Penalty: 797.144165
	Iteration 44Q: 3 clusters Score -496722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -496726.937500 Penalty: 797.144165
	Iteration 45Q: 3 clusters Score -496726.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -496729.187500 Penalty: 797.144165
	Iteration 46Q: 3 clusters Score -496729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -496734.062500 Penalty: 797.144165
	Iteration 47Q: 3 clusters Score -496734.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -496737.375000 Penalty: 797.144165
	Iteration 48Q: 3 clusters Score -496737.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -496739.843750 Penalty: 797.144165
	Iteration 49Q: 3 clusters Score -496739.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -496743.187500 Penalty: 797.144165
	Iteration 50Q: 3 clusters Score -496743.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -496746.812500 Penalty: 797.144165
	Iteration 51Q: 3 clusters Score -496746.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -496751.343750 Penalty: 797.144165
	Iteration 52Q: 3 clusters Score -496751.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -496757.031250 Penalty: 797.144165
	Iteration 53Q: 3 clusters Score -496757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -496759.218750 Penalty: 797.144165
	Iteration 54Q: 3 clusters Score -496759.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -496763.500000 Penalty: 797.144165
	Iteration 55Q: 3 clusters Score -496763.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -496767.750000 Penalty: 797.144165
	Iteration 56Q: 3 clusters Score -496767.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -496773.125000 Penalty: 797.144165
	Iteration 57Q: 3 clusters Score -496773.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -496777.375000 Penalty: 797.144165
	Iteration 58Q: 3 clusters Score -496777.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -496780.000000 Penalty: 797.144165
	Iteration 59Q: 3 clusters Score -496780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -496782.687500 Penalty: 797.144165
	Iteration 60F: 3 clusters Score -496782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -496783.312500 Penalty: 797.144165
	Iteration 61Q: 3 clusters Score -496783.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -496785.000000 Penalty: 797.144165
	Iteration 62Q: 3 clusters Score -496785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -496784.687500 Penalty: 797.144165
	Iteration 63Q: 3 clusters Score -496784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -496786.187500 Penalty: 797.144165
	Iteration 64Q: 3 clusters Score -496786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -496785.437500 Penalty: 797.144165
	Iteration 65Q: 3 clusters Score -496785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -496786.750000 Penalty: 797.144165
	Iteration 66Q: 3 clusters Score -496786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -496788.187500 Penalty: 797.144165
	Iteration 67Q: 3 clusters Score -496788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -496788.218750 Penalty: 797.144165
	Iteration 68Q: 3 clusters Score -496788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -496788.406250 Penalty: 797.144165
	Iteration 69Q: 3 clusters Score -496788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -496788.562500 Penalty: 797.144165
	Iteration 70Q: 3 clusters Score -496788.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496787.750000 Penalty: 797.144165
	Iteration 71Q: 3 clusters Score -496787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -496787.843750 Penalty: 797.144165
	Iteration 72Q: 3 clusters Score -496787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -496787.843750 Penalty: 797.144165
	Iteration 73F: 3 clusters Score -496787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -25023.144531 Penalty: 272.154358
	Iteration 0F: 2 clusters Score -25023.14 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 222 members 
Entering Unmasked Estep 
Score: -24606.771484 Penalty: 544.308716
	Iteration 0F: 3 clusters Score -24606.77 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24721.535156 Penalty: 544.308716
	Iteration 1F: 3 clusters Score -24721.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24757.683594 Penalty: 544.308716
	Iteration 2F: 3 clusters Score -24757.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24774.261719 Penalty: 544.308716
	Iteration 3Q: 3 clusters Score -24774.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24792.332031 Penalty: 544.308716
	Iteration 4Q: 3 clusters Score -24792.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24799.931641 Penalty: 544.308716
	Iteration 5Q: 3 clusters Score -24799.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24801.921875 Penalty: 544.308716
	Iteration 6Q: 3 clusters Score -24801.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24803.451172 Penalty: 544.308716
	Iteration 7Q: 3 clusters Score -24803.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24803.451172 Penalty: 544.308716
	Iteration 8F: 3 clusters Score -24803.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -247583.609375 Penalty: 369.051758
	Iteration 0F: 2 clusters Score -247583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -245269.687500 Penalty: 738.103516
	Iteration 0F: 3 clusters Score -245269.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -246137.953125 Penalty: 738.103516
	Iteration 1F: 3 clusters Score -246138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -246229.109375 Penalty: 738.103516
	Iteration 2F: 3 clusters Score -246229.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -246335.281250 Penalty: 738.103516
	Iteration 3F: 3 clusters Score -246335.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -246446.234375 Penalty: 738.103516
	Iteration 4F: 3 clusters Score -246446.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -246594.000000 Penalty: 738.103516
	Iteration 5F: 3 clusters Score -246594 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -246743.890625 Penalty: 738.103516
	Iteration 6F: 3 clusters Score -246743.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -246880.421875 Penalty: 738.103516
	Iteration 7F: 3 clusters Score -246880.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -247000.812500 Penalty: 738.103516
	Iteration 8Q: 3 clusters Score -247000.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -247093.140625 Penalty: 738.103516
	Iteration 9Q: 3 clusters Score -247093.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -247167.953125 Penalty: 738.103516
	Iteration 10Q: 3 clusters Score -247168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -247210.000000 Penalty: 738.103516
	Iteration 11Q: 3 clusters Score -247210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -247238.328125 Penalty: 738.103516
	Iteration 12Q: 3 clusters Score -247238.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -247259.875000 Penalty: 738.103516
	Iteration 13Q: 3 clusters Score -247259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -247270.937500 Penalty: 738.103516
	Iteration 14Q: 3 clusters Score -247270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -247279.359375 Penalty: 738.103516
	Iteration 15Q: 3 clusters Score -247279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -247281.593750 Penalty: 738.103516
	Iteration 16Q: 3 clusters Score -247281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -247281.593750 Penalty: 738.103516
	Iteration 17F: 3 clusters Score -247281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -164178.500000 Penalty: 351.220428
	Iteration 0F: 2 clusters Score -164178.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -162558.250000 Penalty: 702.440857
	Iteration 0F: 3 clusters Score -162558.2 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -163157.437500 Penalty: 702.440857
	Iteration 1F: 3 clusters Score -163157.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163296.328125 Penalty: 702.440857
	Iteration 2F: 3 clusters Score -163296.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -163406.859375 Penalty: 702.440857
	Iteration 3F: 3 clusters Score -163406.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163489.953125 Penalty: 702.440857
	Iteration 4F: 3 clusters Score -163490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163564.906250 Penalty: 702.440857
	Iteration 5F: 3 clusters Score -163564.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163620.531250 Penalty: 702.440857
	Iteration 6Q: 3 clusters Score -163620.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -163662.203125 Penalty: 702.440857
	Iteration 7Q: 3 clusters Score -163662.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -163697.453125 Penalty: 702.440857
	Iteration 8Q: 3 clusters Score -163697.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -163725.671875 Penalty: 702.440857
	Iteration 9Q: 3 clusters Score -163725.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -163754.609375 Penalty: 702.440857
	Iteration 10Q: 3 clusters Score -163754.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -163770.343750 Penalty: 702.440857
	Iteration 11Q: 3 clusters Score -163770.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -163778.984375 Penalty: 702.440857
	Iteration 12Q: 3 clusters Score -163779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -163790.640625 Penalty: 702.440857
	Iteration 13Q: 3 clusters Score -163790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -163800.750000 Penalty: 702.440857
	Iteration 14Q: 3 clusters Score -163800.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -163812.062500 Penalty: 702.440857
	Iteration 15Q: 3 clusters Score -163812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -163818.093750 Penalty: 702.440857
	Iteration 16Q: 3 clusters Score -163818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -163826.515625 Penalty: 702.440857
	Iteration 17Q: 3 clusters Score -163826.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -163844.578125 Penalty: 702.440857
	Iteration 18Q: 3 clusters Score -163844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -163863.859375 Penalty: 702.440857
	Iteration 19Q: 3 clusters Score -163863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -163873.875000 Penalty: 702.440857
	Iteration 20F: 3 clusters Score -163873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -163876.296875 Penalty: 702.440857
	Iteration 21Q: 3 clusters Score -163876.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -163878.468750 Penalty: 702.440857
	Iteration 22Q: 3 clusters Score -163878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -163880.093750 Penalty: 702.440857
	Iteration 23Q: 3 clusters Score -163880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -163881.437500 Penalty: 702.440857
	Iteration 24Q: 3 clusters Score -163881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -163882.296875 Penalty: 702.440857
	Iteration 25Q: 3 clusters Score -163882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -163882.703125 Penalty: 702.440857
	Iteration 26Q: 3 clusters Score -163882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -163882.781250 Penalty: 702.440857
	Iteration 27Q: 3 clusters Score -163882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -163883.890625 Penalty: 702.440857
	Iteration 28Q: 3 clusters Score -163883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -163886.328125 Penalty: 702.440857
	Iteration 29Q: 3 clusters Score -163886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -163887.078125 Penalty: 702.440857
	Iteration 30Q: 3 clusters Score -163887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -163887.078125 Penalty: 702.440857
	Iteration 31F: 3 clusters Score -163887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -105291.734375 Penalty: 326.275421
	Iteration 0F: 2 clusters Score -105291.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104278.453125 Penalty: 652.550842
	Iteration 0F: 3 clusters Score -104278.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104617.460938 Penalty: 652.550842
	Iteration 1F: 3 clusters Score -104617.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104668.445312 Penalty: 652.550842
	Iteration 2F: 3 clusters Score -104668.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -104698.984375 Penalty: 652.550842
	Iteration 3Q: 3 clusters Score -104699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104723.023438 Penalty: 652.550842
	Iteration 4Q: 3 clusters Score -104723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -104740.945312 Penalty: 652.550842
	Iteration 5Q: 3 clusters Score -104740.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -104754.023438 Penalty: 652.550842
	Iteration 6Q: 3 clusters Score -104754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104770.015625 Penalty: 652.550842
	Iteration 7Q: 3 clusters Score -104770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104785.460938 Penalty: 652.550842
	Iteration 8Q: 3 clusters Score -104785.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104793.453125 Penalty: 652.550842
	Iteration 9Q: 3 clusters Score -104793.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -104800.828125 Penalty: 652.550842
	Iteration 10Q: 3 clusters Score -104800.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -104810.929688 Penalty: 652.550842
	Iteration 11Q: 3 clusters Score -104810.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -104819.117188 Penalty: 652.550842
	Iteration 12Q: 3 clusters Score -104819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -104829.914062 Penalty: 652.550842
	Iteration 13Q: 3 clusters Score -104829.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -104837.679688 Penalty: 652.550842
	Iteration 14Q: 3 clusters Score -104837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -104844.156250 Penalty: 652.550842
	Iteration 15Q: 3 clusters Score -104844.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -104850.773438 Penalty: 652.550842
	Iteration 16Q: 3 clusters Score -104850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -104858.375000 Penalty: 652.550842
	Iteration 17Q: 3 clusters Score -104858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -104864.335938 Penalty: 652.550842
	Iteration 18Q: 3 clusters Score -104864.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -104868.328125 Penalty: 652.550842
	Iteration 19Q: 3 clusters Score -104868.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -104871.921875 Penalty: 652.550842
	Iteration 20F: 3 clusters Score -104871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -104878.757812 Penalty: 652.550842
	Iteration 21Q: 3 clusters Score -104878.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -104884.203125 Penalty: 652.550842
	Iteration 22Q: 3 clusters Score -104884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -104887.984375 Penalty: 652.550842
	Iteration 23Q: 3 clusters Score -104888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -104888.781250 Penalty: 652.550842
	Iteration 24Q: 3 clusters Score -104888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -104889.953125 Penalty: 652.550842
	Iteration 25Q: 3 clusters Score -104890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -104891.726562 Penalty: 652.550842
	Iteration 26Q: 3 clusters Score -104891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -104893.125000 Penalty: 652.550842
	Iteration 27Q: 3 clusters Score -104893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -104893.898438 Penalty: 652.550842
	Iteration 28Q: 3 clusters Score -104893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -104896.093750 Penalty: 652.550842
	Iteration 29Q: 3 clusters Score -104896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -104897.953125 Penalty: 652.550842
	Iteration 30Q: 3 clusters Score -104898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104899.242188 Penalty: 652.550842
	Iteration 31Q: 3 clusters Score -104899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -104900.453125 Penalty: 652.550842
	Iteration 32Q: 3 clusters Score -104900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -104904.281250 Penalty: 652.550842
	Iteration 33Q: 3 clusters Score -104904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -104906.429688 Penalty: 652.550842
	Iteration 34Q: 3 clusters Score -104906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -104907.320312 Penalty: 652.550842
	Iteration 35Q: 3 clusters Score -104907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -104908.007812 Penalty: 652.550842
	Iteration 36Q: 3 clusters Score -104908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -104910.023438 Penalty: 652.550842
	Iteration 37Q: 3 clusters Score -104910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -104914.265625 Penalty: 652.550842
	Iteration 38Q: 3 clusters Score -104914.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -104921.648438 Penalty: 652.550842
	Iteration 39Q: 3 clusters Score -104921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -104929.406250 Penalty: 652.550842
	Iteration 40F: 3 clusters Score -104929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -104938.703125 Penalty: 652.550842
	Iteration 41Q: 3 clusters Score -104938.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -104946.359375 Penalty: 652.550842
	Iteration 42Q: 3 clusters Score -104946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -104951.218750 Penalty: 652.550842
	Iteration 43Q: 3 clusters Score -104951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -104953.617188 Penalty: 652.550842
	Iteration 44Q: 3 clusters Score -104953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -104953.773438 Penalty: 652.550842
	Iteration 45Q: 3 clusters Score -104953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -104953.804688 Penalty: 652.550842
	Iteration 46Q: 3 clusters Score -104953.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -104953.804688 Penalty: 652.550842
	Iteration 47F: 3 clusters Score -104953.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 123 members 
Entering Unmasked Estep 
Score: -16213.277344 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16213.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16298.261719 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16298.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16321.036133 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16321.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16338.911133 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16338.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16350.009766 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16350.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16354.183594 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16354.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16359.008789 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16359.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16363.056641 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16363.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16367.666016 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16367.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16368.825195 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -16368.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16369.509766 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -16369.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16369.509766 Penalty: 500.985168
	Iteration 11F: 3 clusters Score -16369.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Entering Unmasked Estep 
Score: -3703138.500000 Penalty: 490.918701
	Iteration 0F: 2 clusters Score -3703138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3672360.750000 Penalty: 981.837402
	Iteration 0F: 3 clusters Score -3672361 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3687241.000000 Penalty: 981.837402
	Iteration 1F: 3 clusters Score -3687241 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3688719.750000 Penalty: 981.837402
	Iteration 2F: 3 clusters Score -3688720 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3690757.000000 Penalty: 981.837402
	Iteration 3F: 3 clusters Score -3690757 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3693457.250000 Penalty: 981.837402
	Iteration 4F: 3 clusters Score -3693457 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -3696263.250000 Penalty: 981.837402
	Iteration 5F: 3 clusters Score -3696263 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -3698642.250000 Penalty: 981.837402
	Iteration 6F: 3 clusters Score -3698642 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -3700457.250000 Penalty: 981.837402
	Iteration 7F: 3 clusters Score -3700457 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -3701484.500000 Penalty: 981.837402
	Iteration 8Q: 3 clusters Score -3701484 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -3702237.750000 Penalty: 981.837402
	Iteration 9Q: 3 clusters Score -3702238 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -3702506.250000 Penalty: 981.837402
	Iteration 10Q: 3 clusters Score -3702506 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -3702633.750000 Penalty: 981.837402
	Iteration 11Q: 3 clusters Score -3702634 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -3702690.250000 Penalty: 981.837402
	Iteration 12Q: 3 clusters Score -3702690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -3702698.750000 Penalty: 981.837402
	Iteration 13Q: 3 clusters Score -3702699 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -3702719.250000 Penalty: 981.837402
	Iteration 14Q: 3 clusters Score -3702719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -3702732.000000 Penalty: 981.837402
	Iteration 15Q: 3 clusters Score -3702732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -3702753.500000 Penalty: 981.837402
	Iteration 16Q: 3 clusters Score -3702754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -3702750.750000 Penalty: 981.837402
	Iteration 17Q: 3 clusters Score -3702751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -3702764.000000 Penalty: 981.837402
	Iteration 18Q: 3 clusters Score -3702764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -3702776.500000 Penalty: 981.837402
	Iteration 19Q: 3 clusters Score -3702776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -3702774.000000 Penalty: 981.837402
	Iteration 20F: 3 clusters Score -3702774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -3702784.750000 Penalty: 981.837402
	Iteration 21Q: 3 clusters Score -3702785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -3702787.000000 Penalty: 981.837402
	Iteration 22Q: 3 clusters Score -3702787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -3702792.000000 Penalty: 981.837402
	Iteration 23Q: 3 clusters Score -3702792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -3702793.000000 Penalty: 981.837402
	Iteration 24Q: 3 clusters Score -3702793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -3702790.750000 Penalty: 981.837402
	Iteration 25Q: 3 clusters Score -3702791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -3702792.500000 Penalty: 981.837402
	Iteration 26Q: 3 clusters Score -3702792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -3702795.750000 Penalty: 981.837402
	Iteration 27Q: 3 clusters Score -3702796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -3702797.500000 Penalty: 981.837402
	Iteration 28Q: 3 clusters Score -3702798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -3702799.500000 Penalty: 981.837402
	Iteration 29Q: 3 clusters Score -3702800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -3702800.000000 Penalty: 981.837402
	Iteration 30Q: 3 clusters Score -3702800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -3702800.000000 Penalty: 981.837402
	Iteration 31F: 3 clusters Score -3702800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Entering Unmasked Estep 
Score: -1503440.125000 Penalty: 447.318939
	Iteration 0F: 2 clusters Score -1503440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1491083.000000 Penalty: 894.637878
	Iteration 0F: 3 clusters Score -1491083 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1496214.875000 Penalty: 894.637878
	Iteration 1F: 3 clusters Score -1496215 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1496488.500000 Penalty: 894.637878
	Iteration 2Q: 3 clusters Score -1496488 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1496896.625000 Penalty: 894.637878
	Iteration 3Q: 3 clusters Score -1496897 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1497610.250000 Penalty: 894.637878
	Iteration 4F: 3 clusters Score -1497610 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1498799.875000 Penalty: 894.637878
	Iteration 5F: 3 clusters Score -1498800 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1500031.750000 Penalty: 894.637878
	Iteration 6F: 3 clusters Score -1500032 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1500859.625000 Penalty: 894.637878
	Iteration 7F: 3 clusters Score -1500860 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1501309.250000 Penalty: 894.637878
	Iteration 8Q: 3 clusters Score -1501309 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1501665.375000 Penalty: 894.637878
	Iteration 9Q: 3 clusters Score -1501665 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1502033.750000 Penalty: 894.637878
	Iteration 10Q: 3 clusters Score -1502034 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1502357.625000 Penalty: 894.637878
	Iteration 11Q: 3 clusters Score -1502358 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1502642.375000 Penalty: 894.637878
	Iteration 12Q: 3 clusters Score -1502642 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1502822.625000 Penalty: 894.637878
	Iteration 13Q: 3 clusters Score -1502823 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1502943.500000 Penalty: 894.637878
	Iteration 14Q: 3 clusters Score -1502944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1503000.250000 Penalty: 894.637878
	Iteration 15Q: 3 clusters Score -1503000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1503027.750000 Penalty: 894.637878
	Iteration 16Q: 3 clusters Score -1503028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1503051.500000 Penalty: 894.637878
	Iteration 17Q: 3 clusters Score -1503052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1503058.500000 Penalty: 894.637878
	Iteration 18Q: 3 clusters Score -1503058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1503062.500000 Penalty: 894.637878
	Iteration 19Q: 3 clusters Score -1503062 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1503088.750000 Penalty: 894.637878
	Iteration 20F: 3 clusters Score -1503089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1503093.875000 Penalty: 894.637878
	Iteration 21Q: 3 clusters Score -1503094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1503108.625000 Penalty: 894.637878
	Iteration 22Q: 3 clusters Score -1503109 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1503115.750000 Penalty: 894.637878
	Iteration 23Q: 3 clusters Score -1503116 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1503115.125000 Penalty: 894.637878
	Iteration 24Q: 3 clusters Score -1503115 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1503124.500000 Penalty: 894.637878
	Iteration 25Q: 3 clusters Score -1503124 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1503131.750000 Penalty: 894.637878
	Iteration 26Q: 3 clusters Score -1503132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1503133.625000 Penalty: 894.637878
	Iteration 27Q: 3 clusters Score -1503134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1503136.250000 Penalty: 894.637878
	Iteration 28Q: 3 clusters Score -1503136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1503141.125000 Penalty: 894.637878
	Iteration 29Q: 3 clusters Score -1503141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1503143.875000 Penalty: 894.637878
	Iteration 30Q: 3 clusters Score -1503144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1503143.625000 Penalty: 894.637878
	Iteration 31Q: 3 clusters Score -1503144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1503142.625000 Penalty: 894.637878
	Iteration 32Q: 3 clusters Score -1503143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1503144.625000 Penalty: 894.637878
	Iteration 33Q: 3 clusters Score -1503145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1503141.500000 Penalty: 894.637878
	Iteration 34Q: 3 clusters Score -1503142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1503142.750000 Penalty: 894.637878
	Iteration 35Q: 3 clusters Score -1503143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1503143.375000 Penalty: 894.637878
	Iteration 36Q: 3 clusters Score -1503143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1503146.375000 Penalty: 894.637878
	Iteration 37Q: 3 clusters Score -1503146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1503146.875000 Penalty: 894.637878
	Iteration 38Q: 3 clusters Score -1503147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1503143.250000 Penalty: 894.637878
	Iteration 39Q: 3 clusters Score -1503143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1503144.000000 Penalty: 894.637878
	Iteration 40F: 3 clusters Score -1503144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1503144.000000 Penalty: 894.637878
	Iteration 41Q: 3 clusters Score -1503144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1503147.875000 Penalty: 894.637878
	Iteration 42Q: 3 clusters Score -1503148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1503148.375000 Penalty: 894.637878
	Iteration 43Q: 3 clusters Score -1503148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1503149.875000 Penalty: 894.637878
	Iteration 44Q: 3 clusters Score -1503150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1503148.125000 Penalty: 894.637878
	Iteration 45Q: 3 clusters Score -1503148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1503151.625000 Penalty: 894.637878
	Iteration 46Q: 3 clusters Score -1503152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1503148.875000 Penalty: 894.637878
	Iteration 47Q: 3 clusters Score -1503149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1503146.250000 Penalty: 894.637878
	Iteration 48Q: 3 clusters Score -1503146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1503145.250000 Penalty: 894.637878
	Iteration 49Q: 3 clusters Score -1503145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1503143.750000 Penalty: 894.637878
	Iteration 50Q: 3 clusters Score -1503144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1503143.625000 Penalty: 894.637878
	Iteration 51Q: 3 clusters Score -1503144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1503146.875000 Penalty: 894.637878
	Iteration 52Q: 3 clusters Score -1503147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1503148.875000 Penalty: 894.637878
	Iteration 53Q: 3 clusters Score -1503149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1503150.250000 Penalty: 894.637878
	Iteration 54Q: 3 clusters Score -1503150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1503147.875000 Penalty: 894.637878
	Iteration 55Q: 3 clusters Score -1503148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1503144.125000 Penalty: 894.637878
	Iteration 56Q: 3 clusters Score -1503144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1503148.000000 Penalty: 894.637878
	Iteration 57Q: 3 clusters Score -1503148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1503149.250000 Penalty: 894.637878
	Iteration 58Q: 3 clusters Score -1503149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1503151.375000 Penalty: 894.637878
	Iteration 59Q: 3 clusters Score -1503151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1503150.875000 Penalty: 894.637878
	Iteration 60F: 3 clusters Score -1503151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1503154.500000 Penalty: 894.637878
	Iteration 61Q: 3 clusters Score -1503154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1503154.625000 Penalty: 894.637878
	Iteration 62Q: 3 clusters Score -1503155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1503157.000000 Penalty: 894.637878
	Iteration 63Q: 3 clusters Score -1503157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1503156.250000 Penalty: 894.637878
	Iteration 64Q: 3 clusters Score -1503156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1503156.625000 Penalty: 894.637878
	Iteration 65Q: 3 clusters Score -1503157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1503152.875000 Penalty: 894.637878
	Iteration 66Q: 3 clusters Score -1503153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1503155.375000 Penalty: 894.637878
	Iteration 67Q: 3 clusters Score -1503155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1503155.250000 Penalty: 894.637878
	Iteration 68Q: 3 clusters Score -1503155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1503149.125000 Penalty: 894.637878
	Iteration 69Q: 3 clusters Score -1503149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1503153.625000 Penalty: 894.637878
	Iteration 70Q: 3 clusters Score -1503154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1503156.375000 Penalty: 894.637878
	Iteration 71Q: 3 clusters Score -1503156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1503157.125000 Penalty: 894.637878
	Iteration 72Q: 3 clusters Score -1503157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1503154.375000 Penalty: 894.637878
	Iteration 73Q: 3 clusters Score -1503154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1503153.250000 Penalty: 894.637878
	Iteration 74Q: 3 clusters Score -1503153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1503152.000000 Penalty: 894.637878
	Iteration 75Q: 3 clusters Score -1503152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1503154.000000 Penalty: 894.637878
	Iteration 76Q: 3 clusters Score -1503154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1503152.500000 Penalty: 894.637878
	Iteration 77Q: 3 clusters Score -1503152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1503155.625000 Penalty: 894.637878
	Iteration 78Q: 3 clusters Score -1503156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1503153.875000 Penalty: 894.637878
	Iteration 79Q: 3 clusters Score -1503154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1503153.625000 Penalty: 894.637878
	Iteration 80F: 3 clusters Score -1503154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1503154.875000 Penalty: 894.637878
	Iteration 81Q: 3 clusters Score -1503155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1503155.875000 Penalty: 894.637878
	Iteration 82Q: 3 clusters Score -1503156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1503156.000000 Penalty: 894.637878
	Iteration 83Q: 3 clusters Score -1503156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1503156.750000 Penalty: 894.637878
	Iteration 84Q: 3 clusters Score -1503157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1503154.000000 Penalty: 894.637878
	Iteration 85Q: 3 clusters Score -1503154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1503156.125000 Penalty: 894.637878
	Iteration 86Q: 3 clusters Score -1503156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1503160.625000 Penalty: 894.637878
	Iteration 87Q: 3 clusters Score -1503161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1503158.250000 Penalty: 894.637878
	Iteration 88Q: 3 clusters Score -1503158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1503158.250000 Penalty: 894.637878
	Iteration 89Q: 3 clusters Score -1503158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1503158.750000 Penalty: 894.637878
	Iteration 90Q: 3 clusters Score -1503159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1503159.250000 Penalty: 894.637878
	Iteration 91Q: 3 clusters Score -1503159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1503159.500000 Penalty: 894.637878
	Iteration 92Q: 3 clusters Score -1503160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1503159.875000 Penalty: 894.637878
	Iteration 93Q: 3 clusters Score -1503160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1503158.500000 Penalty: 894.637878
	Iteration 94Q: 3 clusters Score -1503158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1503158.750000 Penalty: 894.637878
	Iteration 95Q: 3 clusters Score -1503159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1503160.625000 Penalty: 894.637878
	Iteration 96Q: 3 clusters Score -1503161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1503161.250000 Penalty: 894.637878
	Iteration 97Q: 3 clusters Score -1503161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1503160.875000 Penalty: 894.637878
	Iteration 98Q: 3 clusters Score -1503161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1503161.750000 Penalty: 894.637878
	Iteration 99Q: 3 clusters Score -1503162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1503160.125000 Penalty: 894.637878
	Iteration 100F: 3 clusters Score -1503160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1503159.500000 Penalty: 894.637878
	Iteration 101Q: 3 clusters Score -1503160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1503160.500000 Penalty: 894.637878
	Iteration 102Q: 3 clusters Score -1503160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1503159.625000 Penalty: 894.637878
	Iteration 103Q: 3 clusters Score -1503160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1503159.000000 Penalty: 894.637878
	Iteration 104Q: 3 clusters Score -1503159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1503157.750000 Penalty: 894.637878
	Iteration 105Q: 3 clusters Score -1503158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1503157.000000 Penalty: 894.637878
	Iteration 106Q: 3 clusters Score -1503157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1503156.125000 Penalty: 894.637878
	Iteration 107Q: 3 clusters Score -1503156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1503157.500000 Penalty: 894.637878
	Iteration 108Q: 3 clusters Score -1503158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1503157.500000 Penalty: 894.637878
	Iteration 109F: 3 clusters Score -1503158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -59995.183594 Penalty: 306.098145
	Iteration 0F: 2 clusters Score -59995.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59285.847656 Penalty: 612.196289
	Iteration 0F: 3 clusters Score -59285.85 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59493.687500 Penalty: 612.196289
	Iteration 1F: 3 clusters Score -59493.69 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59540.027344 Penalty: 612.196289
	Iteration 2F: 3 clusters Score -59540.03 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59578.109375 Penalty: 612.196289
	Iteration 3F: 3 clusters Score -59578.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59611.539062 Penalty: 612.196289
	Iteration 4F: 3 clusters Score -59611.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59640.488281 Penalty: 612.196289
	Iteration 5Q: 3 clusters Score -59640.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -59664.125000 Penalty: 612.196289
	Iteration 6Q: 3 clusters Score -59664.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -59683.796875 Penalty: 612.196289
	Iteration 7Q: 3 clusters Score -59683.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59712.722656 Penalty: 612.196289
	Iteration 8Q: 3 clusters Score -59712.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59729.390625 Penalty: 612.196289
	Iteration 9Q: 3 clusters Score -59729.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59734.761719 Penalty: 612.196289
	Iteration 10Q: 3 clusters Score -59734.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59735.710938 Penalty: 612.196289
	Iteration 11Q: 3 clusters Score -59735.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59736.289062 Penalty: 612.196289
	Iteration 12Q: 3 clusters Score -59736.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59736.308594 Penalty: 612.196289
	Iteration 13Q: 3 clusters Score -59736.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -59736.308594 Penalty: 612.196289
	Iteration 14F: 3 clusters Score -59736.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18286.957031 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18286.96 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 270 members 
Entering Unmasked Estep 
Score: -17807.683594 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17807.68 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -18056.390625 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -18056.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18161.917969 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18161.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -18216.664062 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -18216.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18243.216797 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18243.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18258.830078 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18258.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -18270.001953 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18293.355469 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18293.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -18321.074219 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18321.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18329.429688 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -18329.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -18336.691406 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -18336.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -18340.693359 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -18340.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18342.882812 Penalty: 572.195129
	Iteration 12Q: 3 clusters Score -18342.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18343.169922 Penalty: 572.195129
	Iteration 13Q: 3 clusters Score -18343.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18343.169922 Penalty: 572.195129
	Iteration 14F: 3 clusters Score -18343.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 270 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 35190 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 114 members 
Mstep: Class 75 contains 268 members 
Entering Unmasked Estep 
Score: -42169836.000000 Penalty: 45145.230469
Splitting cluster 16 changes total score from -42170384.000000 to -42169836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 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 241 members 
Entering Unmasked Estep 
Score: -30230.003906 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30230 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30380.027344 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30380.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30433.164062 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30433.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30455.312500 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -30455.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30488.755859 Penalty: 557.743591
	Iteration 4F: 3 clusters Score -30488.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30503.689453 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30503.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30513.951172 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30513.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30526.935547 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30526.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30534.675781 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30534.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30544.673828 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30544.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30551.083984 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30551.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30555.882812 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30555.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30560.099609 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30564.191406 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30564.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30570.308594 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -30570.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30573.998047 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -30574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30576.744141 Penalty: 557.743591
	Iteration 16Q: 3 clusters Score -30576.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30578.371094 Penalty: 557.743591
	Iteration 17Q: 3 clusters Score -30578.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30579.361328 Penalty: 557.743591
	Iteration 18Q: 3 clusters Score -30579.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30579.996094 Penalty: 557.743591
	Iteration 19Q: 3 clusters Score -30580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30581.833984 Penalty: 557.743591
	Iteration 20F: 3 clusters Score -30581.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -30582.761719 Penalty: 557.743591
	Iteration 21Q: 3 clusters Score -30582.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30585.037109 Penalty: 557.743591
	Iteration 22Q: 3 clusters Score -30585.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30585.925781 Penalty: 557.743591
	Iteration 23Q: 3 clusters Score -30585.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30585.925781 Penalty: 557.743591
	Iteration 24F: 3 clusters Score -30585.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -70336.460938 Penalty: 315.780121
	Iteration 0F: 2 clusters Score -70336.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69541.000000 Penalty: 631.560242
	Iteration 0F: 3 clusters Score -69541 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -69841.250000 Penalty: 631.560242
	Iteration 1F: 3 clusters Score -69841.25 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69910.070312 Penalty: 631.560242
	Iteration 2F: 3 clusters Score -69910.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69953.210938 Penalty: 631.560242
	Iteration 3F: 3 clusters Score -69953.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69989.664062 Penalty: 631.560242
	Iteration 4F: 3 clusters Score -69989.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70012.976562 Penalty: 631.560242
	Iteration 5Q: 3 clusters Score -70012.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70034.859375 Penalty: 631.560242
	Iteration 6Q: 3 clusters Score -70034.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70048.867188 Penalty: 631.560242
	Iteration 7Q: 3 clusters Score -70048.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70062.812500 Penalty: 631.560242
	Iteration 8Q: 3 clusters Score -70062.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70075.179688 Penalty: 631.560242
	Iteration 9Q: 3 clusters Score -70075.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70085.187500 Penalty: 631.560242
	Iteration 10Q: 3 clusters Score -70085.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70093.085938 Penalty: 631.560242
	Iteration 11Q: 3 clusters Score -70093.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70099.875000 Penalty: 631.560242
	Iteration 12Q: 3 clusters Score -70099.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70101.375000 Penalty: 631.560242
	Iteration 13Q: 3 clusters Score -70101.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70103.843750 Penalty: 631.560242
	Iteration 14Q: 3 clusters Score -70103.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70108.734375 Penalty: 631.560242
	Iteration 15Q: 3 clusters Score -70108.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -70116.523438 Penalty: 631.560242
	Iteration 16Q: 3 clusters Score -70116.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70119.398438 Penalty: 631.560242
	Iteration 17Q: 3 clusters Score -70119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70123.281250 Penalty: 631.560242
	Iteration 18Q: 3 clusters Score -70123.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -70125.335938 Penalty: 631.560242
	Iteration 19Q: 3 clusters Score -70125.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70129.000000 Penalty: 631.560242
	Iteration 20F: 3 clusters Score -70129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70131.671875 Penalty: 631.560242
	Iteration 21Q: 3 clusters Score -70131.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70132.226562 Penalty: 631.560242
	Iteration 22Q: 3 clusters Score -70132.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70132.226562 Penalty: 631.560242
	Iteration 23F: 3 clusters Score -70132.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -207083.093750 Penalty: 359.259277
	Iteration 0F: 2 clusters Score -207083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -205180.421875 Penalty: 718.518555
	Iteration 0F: 3 clusters Score -205180.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -205784.171875 Penalty: 718.518555
	Iteration 1F: 3 clusters Score -205784.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -205865.218750 Penalty: 718.518555
	Iteration 2F: 3 clusters Score -205865.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -205942.046875 Penalty: 718.518555
	Iteration 3F: 3 clusters Score -205942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -206017.531250 Penalty: 718.518555
	Iteration 4F: 3 clusters Score -206017.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -206097.140625 Penalty: 718.518555
	Iteration 5Q: 3 clusters Score -206097.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -206189.781250 Penalty: 718.518555
	Iteration 6Q: 3 clusters Score -206189.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -206286.031250 Penalty: 718.518555
	Iteration 7Q: 3 clusters Score -206286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -206371.953125 Penalty: 718.518555
	Iteration 8Q: 3 clusters Score -206372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -206459.281250 Penalty: 718.518555
	Iteration 9Q: 3 clusters Score -206459.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -206519.156250 Penalty: 718.518555
	Iteration 10Q: 3 clusters Score -206519.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -206560.484375 Penalty: 718.518555
	Iteration 11Q: 3 clusters Score -206560.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -206586.968750 Penalty: 718.518555
	Iteration 12Q: 3 clusters Score -206587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -206608.171875 Penalty: 718.518555
	Iteration 13Q: 3 clusters Score -206608.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -206626.203125 Penalty: 718.518555
	Iteration 14Q: 3 clusters Score -206626.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -206648.546875 Penalty: 718.518555
	Iteration 15Q: 3 clusters Score -206648.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -206664.796875 Penalty: 718.518555
	Iteration 16Q: 3 clusters Score -206664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -206675.906250 Penalty: 718.518555
	Iteration 17Q: 3 clusters Score -206675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -206682.812500 Penalty: 718.518555
	Iteration 18Q: 3 clusters Score -206682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -206688.218750 Penalty: 718.518555
	Iteration 19Q: 3 clusters Score -206688.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -206694.156250 Penalty: 718.518555
	Iteration 20F: 3 clusters Score -206694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -206695.968750 Penalty: 718.518555
	Iteration 21Q: 3 clusters Score -206696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -206699.062500 Penalty: 718.518555
	Iteration 22Q: 3 clusters Score -206699.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -206702.187500 Penalty: 718.518555
	Iteration 23Q: 3 clusters Score -206702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -206705.921875 Penalty: 718.518555
	Iteration 24Q: 3 clusters Score -206705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -206715.093750 Penalty: 718.518555
	Iteration 25Q: 3 clusters Score -206715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -206721.375000 Penalty: 718.518555
	Iteration 26Q: 3 clusters Score -206721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -206724.828125 Penalty: 718.518555
	Iteration 27Q: 3 clusters Score -206724.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -206729.078125 Penalty: 718.518555
	Iteration 28Q: 3 clusters Score -206729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -206730.390625 Penalty: 718.518555
	Iteration 29Q: 3 clusters Score -206730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -206732.390625 Penalty: 718.518555
	Iteration 30Q: 3 clusters Score -206732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -206732.953125 Penalty: 718.518555
	Iteration 31Q: 3 clusters Score -206733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -206732.953125 Penalty: 718.518555
	Iteration 32F: 3 clusters Score -206733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Entering Unmasked Estep 
Score: -1411331.375000 Penalty: 445.349854
	Iteration 0F: 2 clusters Score -1411331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1399413.250000 Penalty: 890.699707
	Iteration 0F: 3 clusters Score -1399413 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1404304.625000 Penalty: 890.699707
	Iteration 1F: 3 clusters Score -1404305 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1404589.500000 Penalty: 890.699707
	Iteration 2Q: 3 clusters Score -1404590 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1404990.625000 Penalty: 890.699707
	Iteration 3Q: 3 clusters Score -1404991 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1405654.875000 Penalty: 890.699707
	Iteration 4F: 3 clusters Score -1405655 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1406597.125000 Penalty: 890.699707
	Iteration 5F: 3 clusters Score -1406597 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1407597.250000 Penalty: 890.699707
	Iteration 6F: 3 clusters Score -1407597 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1408407.750000 Penalty: 890.699707
	Iteration 7F: 3 clusters Score -1408408 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1408930.750000 Penalty: 890.699707
	Iteration 8Q: 3 clusters Score -1408931 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1409272.500000 Penalty: 890.699707
	Iteration 9Q: 3 clusters Score -1409272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1409503.250000 Penalty: 890.699707
	Iteration 10Q: 3 clusters Score -1409503 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1409715.750000 Penalty: 890.699707
	Iteration 11Q: 3 clusters Score -1409716 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1409895.250000 Penalty: 890.699707
	Iteration 12Q: 3 clusters Score -1409895 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1410015.875000 Penalty: 890.699707
	Iteration 13Q: 3 clusters Score -1410016 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1410111.750000 Penalty: 890.699707
	Iteration 14Q: 3 clusters Score -1410112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1410189.625000 Penalty: 890.699707
	Iteration 15Q: 3 clusters Score -1410190 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1410260.625000 Penalty: 890.699707
	Iteration 16Q: 3 clusters Score -1410261 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1410314.375000 Penalty: 890.699707
	Iteration 17Q: 3 clusters Score -1410314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1410369.250000 Penalty: 890.699707
	Iteration 18Q: 3 clusters Score -1410369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1410448.500000 Penalty: 890.699707
	Iteration 19Q: 3 clusters Score -1410448 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1410528.500000 Penalty: 890.699707
	Iteration 20F: 3 clusters Score -1410528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1410597.375000 Penalty: 890.699707
	Iteration 21Q: 3 clusters Score -1410597 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1410657.875000 Penalty: 890.699707
	Iteration 22Q: 3 clusters Score -1410658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1410711.125000 Penalty: 890.699707
	Iteration 23Q: 3 clusters Score -1410711 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1410758.125000 Penalty: 890.699707
	Iteration 24Q: 3 clusters Score -1410758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1410791.125000 Penalty: 890.699707
	Iteration 25Q: 3 clusters Score -1410791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1410821.125000 Penalty: 890.699707
	Iteration 26Q: 3 clusters Score -1410821 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1410844.000000 Penalty: 890.699707
	Iteration 27Q: 3 clusters Score -1410844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1410859.000000 Penalty: 890.699707
	Iteration 28Q: 3 clusters Score -1410859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1410864.250000 Penalty: 890.699707
	Iteration 29Q: 3 clusters Score -1410864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1410872.875000 Penalty: 890.699707
	Iteration 30Q: 3 clusters Score -1410873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1410882.875000 Penalty: 890.699707
	Iteration 31Q: 3 clusters Score -1410883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1410892.125000 Penalty: 890.699707
	Iteration 32Q: 3 clusters Score -1410892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1410902.250000 Penalty: 890.699707
	Iteration 33Q: 3 clusters Score -1410902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1410908.375000 Penalty: 890.699707
	Iteration 34Q: 3 clusters Score -1410908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1410914.750000 Penalty: 890.699707
	Iteration 35Q: 3 clusters Score -1410915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1410920.250000 Penalty: 890.699707
	Iteration 36Q: 3 clusters Score -1410920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1410929.250000 Penalty: 890.699707
	Iteration 37Q: 3 clusters Score -1410929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1410934.125000 Penalty: 890.699707
	Iteration 38Q: 3 clusters Score -1410934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1410938.625000 Penalty: 890.699707
	Iteration 39Q: 3 clusters Score -1410939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1410941.000000 Penalty: 890.699707
	Iteration 40F: 3 clusters Score -1410941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1410941.125000 Penalty: 890.699707
	Iteration 41Q: 3 clusters Score -1410941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1410942.250000 Penalty: 890.699707
	Iteration 42Q: 3 clusters Score -1410942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1410943.250000 Penalty: 890.699707
	Iteration 43Q: 3 clusters Score -1410943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1410943.250000 Penalty: 890.699707
	Iteration 44F: 3 clusters Score -1410943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12968.881836 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12968.88 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 127 members 
Entering Unmasked Estep 
Score: -12667.456055 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12667.46 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12742.450195 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12742.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12753.149414 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12753.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12761.746094 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -12761.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12777.177734 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12777.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12793.345703 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12793.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12798.796875 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12799.511719 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12799.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12800.347656 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12800.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12801.546875 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -12801.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12801.546875 Penalty: 504.611145
	Iteration 10F: 3 clusters Score -12801.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -491023.531250 Penalty: 397.866943
	Iteration 0F: 2 clusters Score -491023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -486858.937500 Penalty: 795.733887
	Iteration 0F: 3 clusters Score -486858.9 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -488875.750000 Penalty: 795.733887
	Iteration 1F: 3 clusters Score -488875.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -489392.093750 Penalty: 795.733887
	Iteration 2F: 3 clusters Score -489392.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -489882.812500 Penalty: 795.733887
	Iteration 3F: 3 clusters Score -489882.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -490219.687500 Penalty: 795.733887
	Iteration 4F: 3 clusters Score -490219.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -490443.218750 Penalty: 795.733887
	Iteration 5Q: 3 clusters Score -490443.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -490542.281250 Penalty: 795.733887
	Iteration 6Q: 3 clusters Score -490542.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -490587.375000 Penalty: 795.733887
	Iteration 7Q: 3 clusters Score -490587.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -490621.250000 Penalty: 795.733887
	Iteration 8Q: 3 clusters Score -490621.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -490641.625000 Penalty: 795.733887
	Iteration 9Q: 3 clusters Score -490641.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -490652.312500 Penalty: 795.733887
	Iteration 10Q: 3 clusters Score -490652.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -490665.250000 Penalty: 795.733887
	Iteration 11Q: 3 clusters Score -490665.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -490682.531250 Penalty: 795.733887
	Iteration 12Q: 3 clusters Score -490682.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -490703.468750 Penalty: 795.733887
	Iteration 13Q: 3 clusters Score -490703.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -490716.406250 Penalty: 795.733887
	Iteration 14Q: 3 clusters Score -490716.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -490729.718750 Penalty: 795.733887
	Iteration 15Q: 3 clusters Score -490729.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -490746.093750 Penalty: 795.733887
	Iteration 16Q: 3 clusters Score -490746.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -490759.593750 Penalty: 795.733887
	Iteration 17Q: 3 clusters Score -490759.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -490767.937500 Penalty: 795.733887
	Iteration 18Q: 3 clusters Score -490767.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -490775.187500 Penalty: 795.733887
	Iteration 19Q: 3 clusters Score -490775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -490784.843750 Penalty: 795.733887
	Iteration 20F: 3 clusters Score -490784.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -490791.593750 Penalty: 795.733887
	Iteration 21Q: 3 clusters Score -490791.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -490798.343750 Penalty: 795.733887
	Iteration 22Q: 3 clusters Score -490798.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -490809.906250 Penalty: 795.733887
	Iteration 23Q: 3 clusters Score -490809.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490817.656250 Penalty: 795.733887
	Iteration 24Q: 3 clusters Score -490817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -490820.187500 Penalty: 795.733887
	Iteration 25Q: 3 clusters Score -490820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -490821.343750 Penalty: 795.733887
	Iteration 26Q: 3 clusters Score -490821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -490821.968750 Penalty: 795.733887
	Iteration 27Q: 3 clusters Score -490822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -490823.250000 Penalty: 795.733887
	Iteration 28Q: 3 clusters Score -490823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -490823.343750 Penalty: 795.733887
	Iteration 29Q: 3 clusters Score -490823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -490823.406250 Penalty: 795.733887
	Iteration 30Q: 3 clusters Score -490823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -490823.312500 Penalty: 795.733887
	Iteration 31Q: 3 clusters Score -490823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -490823.625000 Penalty: 795.733887
	Iteration 32Q: 3 clusters Score -490823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -490823.781250 Penalty: 795.733887
	Iteration 33Q: 3 clusters Score -490823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -490823.875000 Penalty: 795.733887
	Iteration 34Q: 3 clusters Score -490823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -490825.093750 Penalty: 795.733887
	Iteration 35Q: 3 clusters Score -490825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -490825.531250 Penalty: 795.733887
	Iteration 36Q: 3 clusters Score -490825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -490825.531250 Penalty: 795.733887
	Iteration 37F: 3 clusters Score -490825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -515072.812500 Penalty: 400.322815
	Iteration 0F: 2 clusters Score -515072.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -510641.875000 Penalty: 800.645630
	Iteration 0F: 3 clusters Score -510641.9 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -512178.375000 Penalty: 800.645630
	Iteration 1F: 3 clusters Score -512178.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -512273.125000 Penalty: 800.645630
	Iteration 2Q: 3 clusters Score -512273.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -512358.812500 Penalty: 800.645630
	Iteration 3Q: 3 clusters Score -512358.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -512441.375000 Penalty: 800.645630
	Iteration 4Q: 3 clusters Score -512441.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -512531.750000 Penalty: 800.645630
	Iteration 5Q: 3 clusters Score -512531.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -512622.687500 Penalty: 800.645630
	Iteration 6Q: 3 clusters Score -512622.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -512718.187500 Penalty: 800.645630
	Iteration 7Q: 3 clusters Score -512718.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -512858.875000 Penalty: 800.645630
	Iteration 8Q: 3 clusters Score -512858.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -513042.937500 Penalty: 800.645630
	Iteration 9Q: 3 clusters Score -513042.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -513286.062500 Penalty: 800.645630
	Iteration 10F: 3 clusters Score -513286.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -513529.437500 Penalty: 800.645630
	Iteration 11Q: 3 clusters Score -513529.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -513716.875000 Penalty: 800.645630
	Iteration 12Q: 3 clusters Score -513716.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -513834.187500 Penalty: 800.645630
	Iteration 13Q: 3 clusters Score -513834.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -513885.593750 Penalty: 800.645630
	Iteration 14Q: 3 clusters Score -513885.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -513923.906250 Penalty: 800.645630
	Iteration 15Q: 3 clusters Score -513923.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -513959.562500 Penalty: 800.645630
	Iteration 16Q: 3 clusters Score -513959.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -513984.843750 Penalty: 800.645630
	Iteration 17Q: 3 clusters Score -513984.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -514009.250000 Penalty: 800.645630
	Iteration 18Q: 3 clusters Score -514009.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514028.656250 Penalty: 800.645630
	Iteration 19Q: 3 clusters Score -514028.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -514043.656250 Penalty: 800.645630
	Iteration 20F: 3 clusters Score -514043.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -514060.531250 Penalty: 800.645630
	Iteration 21Q: 3 clusters Score -514060.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -514079.750000 Penalty: 800.645630
	Iteration 22Q: 3 clusters Score -514079.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -514097.593750 Penalty: 800.645630
	Iteration 23Q: 3 clusters Score -514097.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -514113.718750 Penalty: 800.645630
	Iteration 24Q: 3 clusters Score -514113.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -514143.562500 Penalty: 800.645630
	Iteration 25Q: 3 clusters Score -514143.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -514188.093750 Penalty: 800.645630
	Iteration 26Q: 3 clusters Score -514188.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -514246.062500 Penalty: 800.645630
	Iteration 27Q: 3 clusters Score -514246.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -514304.062500 Penalty: 800.645630
	Iteration 28Q: 3 clusters Score -514304.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -514333.562500 Penalty: 800.645630
	Iteration 29Q: 3 clusters Score -514333.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -514355.187500 Penalty: 800.645630
	Iteration 30Q: 3 clusters Score -514355.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -514371.406250 Penalty: 800.645630
	Iteration 31Q: 3 clusters Score -514371.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -514393.281250 Penalty: 800.645630
	Iteration 32Q: 3 clusters Score -514393.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -514415.562500 Penalty: 800.645630
	Iteration 33Q: 3 clusters Score -514415.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -514433.781250 Penalty: 800.645630
	Iteration 34Q: 3 clusters Score -514433.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -514452.250000 Penalty: 800.645630
	Iteration 35Q: 3 clusters Score -514452.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -514466.062500 Penalty: 800.645630
	Iteration 36Q: 3 clusters Score -514466.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -514484.437500 Penalty: 800.645630
	Iteration 37Q: 3 clusters Score -514484.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -514511.281250 Penalty: 800.645630
	Iteration 38Q: 3 clusters Score -514511.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -514524.625000 Penalty: 800.645630
	Iteration 39Q: 3 clusters Score -514524.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -514535.187500 Penalty: 800.645630
	Iteration 40F: 3 clusters Score -514535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -514544.437500 Penalty: 800.645630
	Iteration 41Q: 3 clusters Score -514544.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -514551.187500 Penalty: 800.645630
	Iteration 42Q: 3 clusters Score -514551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -514557.562500 Penalty: 800.645630
	Iteration 43Q: 3 clusters Score -514557.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -514563.406250 Penalty: 800.645630
	Iteration 44Q: 3 clusters Score -514563.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -514567.781250 Penalty: 800.645630
	Iteration 45Q: 3 clusters Score -514567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -514571.156250 Penalty: 800.645630
	Iteration 46Q: 3 clusters Score -514571.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -514575.625000 Penalty: 800.645630
	Iteration 47Q: 3 clusters Score -514575.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -514580.687500 Penalty: 800.645630
	Iteration 48Q: 3 clusters Score -514580.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -514590.375000 Penalty: 800.645630
	Iteration 49Q: 3 clusters Score -514590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -514595.500000 Penalty: 800.645630
	Iteration 50Q: 3 clusters Score -514595.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -514602.343750 Penalty: 800.645630
	Iteration 51Q: 3 clusters Score -514602.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -514610.250000 Penalty: 800.645630
	Iteration 52Q: 3 clusters Score -514610.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -514613.781250 Penalty: 800.645630
	Iteration 53Q: 3 clusters Score -514613.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -514619.750000 Penalty: 800.645630
	Iteration 54Q: 3 clusters Score -514619.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -514625.593750 Penalty: 800.645630
	Iteration 55Q: 3 clusters Score -514625.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -514632.250000 Penalty: 800.645630
	Iteration 56Q: 3 clusters Score -514632.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -514637.250000 Penalty: 800.645630
	Iteration 57Q: 3 clusters Score -514637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -514641.031250 Penalty: 800.645630
	Iteration 58Q: 3 clusters Score -514641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -514643.781250 Penalty: 800.645630
	Iteration 59Q: 3 clusters Score -514643.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -514644.781250 Penalty: 800.645630
	Iteration 60F: 3 clusters Score -514644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -514647.750000 Penalty: 800.645630
	Iteration 61Q: 3 clusters Score -514647.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -514649.968750 Penalty: 800.645630
	Iteration 62Q: 3 clusters Score -514650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -514650.125000 Penalty: 800.645630
	Iteration 63Q: 3 clusters Score -514650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -514650.937500 Penalty: 800.645630
	Iteration 64Q: 3 clusters Score -514650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -514651.062500 Penalty: 800.645630
	Iteration 65Q: 3 clusters Score -514651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -514650.968750 Penalty: 800.645630
	Iteration 66Q: 3 clusters Score -514651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -514650.968750 Penalty: 800.645630
	Iteration 67F: 3 clusters Score -514651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 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 323 members 
Entering Unmasked Estep 
Score: -42669.246094 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42669.25 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -42894.066406 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42894.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42956.105469 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42956.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42981.632812 Penalty: 591.343628
	Iteration 3Q: 3 clusters Score -42981.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43015.675781 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -43015.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43055.425781 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -43055.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43099.718750 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -43099.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43132.398438 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43154.882812 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43154.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43180.921875 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43180.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43199.281250 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43199.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43213.218750 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43213.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43222.125000 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43222.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43223.468750 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43223.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43223.867188 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43223.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43224.289062 Penalty: 591.343628
	Iteration 15F: 3 clusters Score -43224.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43225.578125 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -43225.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43225.578125 Penalty: 591.343628
	Iteration 17F: 3 clusters Score -43225.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -126925.281250 Penalty: 333.711975
	Iteration 0F: 2 clusters Score -126925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -125759.359375 Penalty: 667.423950
	Iteration 0F: 3 clusters Score -125759.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -126114.726562 Penalty: 667.423950
	Iteration 1F: 3 clusters Score -126114.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -126166.085938 Penalty: 667.423950
	Iteration 2F: 3 clusters Score -126166.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126205.304688 Penalty: 667.423950
	Iteration 3F: 3 clusters Score -126205.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126250.726562 Penalty: 667.423950
	Iteration 4F: 3 clusters Score -126250.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126290.703125 Penalty: 667.423950
	Iteration 5Q: 3 clusters Score -126290.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126339.210938 Penalty: 667.423950
	Iteration 6Q: 3 clusters Score -126339.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -126376.125000 Penalty: 667.423950
	Iteration 7Q: 3 clusters Score -126376.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126410.601562 Penalty: 667.423950
	Iteration 8Q: 3 clusters Score -126410.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126445.859375 Penalty: 667.423950
	Iteration 9Q: 3 clusters Score -126445.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -126486.593750 Penalty: 667.423950
	Iteration 10Q: 3 clusters Score -126486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -126518.132812 Penalty: 667.423950
	Iteration 11Q: 3 clusters Score -126518.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -126547.007812 Penalty: 667.423950
	Iteration 12Q: 3 clusters Score -126547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -126565.531250 Penalty: 667.423950
	Iteration 13Q: 3 clusters Score -126565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -126571.429688 Penalty: 667.423950
	Iteration 14Q: 3 clusters Score -126571.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -126576.390625 Penalty: 667.423950
	Iteration 15Q: 3 clusters Score -126576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -126580.820312 Penalty: 667.423950
	Iteration 16Q: 3 clusters Score -126580.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -126583.882812 Penalty: 667.423950
	Iteration 17Q: 3 clusters Score -126583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -126585.109375 Penalty: 667.423950
	Iteration 18Q: 3 clusters Score -126585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -126585.156250 Penalty: 667.423950
	Iteration 19Q: 3 clusters Score -126585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -126585.156250 Penalty: 667.423950
	Iteration 20F: 3 clusters Score -126585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -383361.656250 Penalty: 383.985046
	Iteration 0F: 2 clusters Score -383361.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -380237.062500 Penalty: 767.970093
	Iteration 0F: 3 clusters Score -380237.1 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -381422.218750 Penalty: 767.970093
	Iteration 1F: 3 clusters Score -381422.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -381551.843750 Penalty: 767.970093
	Iteration 2F: 3 clusters Score -381551.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -381700.125000 Penalty: 767.970093
	Iteration 3F: 3 clusters Score -381700.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -381910.343750 Penalty: 767.970093
	Iteration 4F: 3 clusters Score -381910.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -382147.406250 Penalty: 767.970093
	Iteration 5F: 3 clusters Score -382147.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -382362.656250 Penalty: 767.970093
	Iteration 6F: 3 clusters Score -382362.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -382594.843750 Penalty: 767.970093
	Iteration 7F: 3 clusters Score -382594.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -382763.781250 Penalty: 767.970093
	Iteration 8Q: 3 clusters Score -382763.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -382887.375000 Penalty: 767.970093
	Iteration 9Q: 3 clusters Score -382887.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -382949.281250 Penalty: 767.970093
	Iteration 10Q: 3 clusters Score -382949.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -382974.250000 Penalty: 767.970093
	Iteration 11Q: 3 clusters Score -382974.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -382996.875000 Penalty: 767.970093
	Iteration 12Q: 3 clusters Score -382996.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -383013.562500 Penalty: 767.970093
	Iteration 13Q: 3 clusters Score -383013.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -383023.843750 Penalty: 767.970093
	Iteration 14Q: 3 clusters Score -383023.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -383027.593750 Penalty: 767.970093
	Iteration 15Q: 3 clusters Score -383027.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -383033.281250 Penalty: 767.970093
	Iteration 16Q: 3 clusters Score -383033.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -383038.843750 Penalty: 767.970093
	Iteration 17Q: 3 clusters Score -383038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -383042.406250 Penalty: 767.970093
	Iteration 18Q: 3 clusters Score -383042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -383042.781250 Penalty: 767.970093
	Iteration 19Q: 3 clusters Score -383042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -383045.781250 Penalty: 767.970093
	Iteration 20F: 3 clusters Score -383045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -383049.562500 Penalty: 767.970093
	Iteration 21Q: 3 clusters Score -383049.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -383051.093750 Penalty: 767.970093
	Iteration 22Q: 3 clusters Score -383051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -383050.875000 Penalty: 767.970093
	Iteration 23Q: 3 clusters Score -383050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -383050.437500 Penalty: 767.970093
	Iteration 24Q: 3 clusters Score -383050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -383049.906250 Penalty: 767.970093
	Iteration 25Q: 3 clusters Score -383049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -383050.625000 Penalty: 767.970093
	Iteration 26Q: 3 clusters Score -383050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -383049.468750 Penalty: 767.970093
	Iteration 27Q: 3 clusters Score -383049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -383050.593750 Penalty: 767.970093
	Iteration 28Q: 3 clusters Score -383050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -383049.593750 Penalty: 767.970093
	Iteration 29Q: 3 clusters Score -383049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -383049.843750 Penalty: 767.970093
	Iteration 30Q: 3 clusters Score -383049.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -383049.843750 Penalty: 767.970093
	Iteration 31F: 3 clusters Score -383049.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -484904.843750 Penalty: 399.420807
	Iteration 0F: 2 clusters Score -484904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -480552.968750 Penalty: 798.841614
	Iteration 0F: 3 clusters Score -480553 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -482268.781250 Penalty: 798.841614
	Iteration 1F: 3 clusters Score -482268.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -482491.031250 Penalty: 798.841614
	Iteration 2F: 3 clusters Score -482491 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -482719.531250 Penalty: 798.841614
	Iteration 3F: 3 clusters Score -482719.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -482954.156250 Penalty: 798.841614
	Iteration 4F: 3 clusters Score -482954.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -483183.781250 Penalty: 798.841614
	Iteration 5F: 3 clusters Score -483183.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -483392.156250 Penalty: 798.841614
	Iteration 6F: 3 clusters Score -483392.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -483607.437500 Penalty: 798.841614
	Iteration 7Q: 3 clusters Score -483607.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -483801.250000 Penalty: 798.841614
	Iteration 8Q: 3 clusters Score -483801.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -483956.062500 Penalty: 798.841614
	Iteration 9Q: 3 clusters Score -483956.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -484063.906250 Penalty: 798.841614
	Iteration 10Q: 3 clusters Score -484063.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -484149.750000 Penalty: 798.841614
	Iteration 11Q: 3 clusters Score -484149.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -484225.437500 Penalty: 798.841614
	Iteration 12Q: 3 clusters Score -484225.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -484298.000000 Penalty: 798.841614
	Iteration 13Q: 3 clusters Score -484298 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -484359.343750 Penalty: 798.841614
	Iteration 14Q: 3 clusters Score -484359.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -484409.375000 Penalty: 798.841614
	Iteration 15Q: 3 clusters Score -484409.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -484444.093750 Penalty: 798.841614
	Iteration 16Q: 3 clusters Score -484444.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -484469.125000 Penalty: 798.841614
	Iteration 17Q: 3 clusters Score -484469.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -484494.406250 Penalty: 798.841614
	Iteration 18Q: 3 clusters Score -484494.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -484514.562500 Penalty: 798.841614
	Iteration 19Q: 3 clusters Score -484514.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -484532.937500 Penalty: 798.841614
	Iteration 20F: 3 clusters Score -484532.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -484562.781250 Penalty: 798.841614
	Iteration 21Q: 3 clusters Score -484562.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -484589.562500 Penalty: 798.841614
	Iteration 22Q: 3 clusters Score -484589.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -484606.750000 Penalty: 798.841614
	Iteration 23Q: 3 clusters Score -484606.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -484617.968750 Penalty: 798.841614
	Iteration 24Q: 3 clusters Score -484618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -484630.187500 Penalty: 798.841614
	Iteration 25Q: 3 clusters Score -484630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -484641.687500 Penalty: 798.841614
	Iteration 26Q: 3 clusters Score -484641.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -484654.218750 Penalty: 798.841614
	Iteration 27Q: 3 clusters Score -484654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -484661.125000 Penalty: 798.841614
	Iteration 28Q: 3 clusters Score -484661.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -484666.218750 Penalty: 798.841614
	Iteration 29Q: 3 clusters Score -484666.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -484674.093750 Penalty: 798.841614
	Iteration 30Q: 3 clusters Score -484674.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -484683.781250 Penalty: 798.841614
	Iteration 31Q: 3 clusters Score -484683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -484690.750000 Penalty: 798.841614
	Iteration 32Q: 3 clusters Score -484690.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -484696.968750 Penalty: 798.841614
	Iteration 33Q: 3 clusters Score -484697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -484706.843750 Penalty: 798.841614
	Iteration 34Q: 3 clusters Score -484706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -484722.406250 Penalty: 798.841614
	Iteration 35Q: 3 clusters Score -484722.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -484734.500000 Penalty: 798.841614
	Iteration 36Q: 3 clusters Score -484734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -484741.875000 Penalty: 798.841614
	Iteration 37Q: 3 clusters Score -484741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -484749.468750 Penalty: 798.841614
	Iteration 38Q: 3 clusters Score -484749.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -484757.312500 Penalty: 798.841614
	Iteration 39Q: 3 clusters Score -484757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -484767.125000 Penalty: 798.841614
	Iteration 40F: 3 clusters Score -484767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -484787.843750 Penalty: 798.841614
	Iteration 41Q: 3 clusters Score -484787.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -484801.468750 Penalty: 798.841614
	Iteration 42Q: 3 clusters Score -484801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -484808.250000 Penalty: 798.841614
	Iteration 43Q: 3 clusters Score -484808.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -484817.000000 Penalty: 798.841614
	Iteration 44Q: 3 clusters Score -484817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -484821.187500 Penalty: 798.841614
	Iteration 45Q: 3 clusters Score -484821.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -484826.250000 Penalty: 798.841614
	Iteration 46Q: 3 clusters Score -484826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -484828.843750 Penalty: 798.841614
	Iteration 47Q: 3 clusters Score -484828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -484831.312500 Penalty: 798.841614
	Iteration 48Q: 3 clusters Score -484831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -484832.593750 Penalty: 798.841614
	Iteration 49Q: 3 clusters Score -484832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -484831.656250 Penalty: 798.841614
	Iteration 50Q: 3 clusters Score -484831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -484831.656250 Penalty: 798.841614
	Iteration 51F: 3 clusters Score -484831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -1008300.875000 Penalty: 428.718384
	Iteration 0F: 2 clusters Score -1008301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1000028.062500 Penalty: 857.436768
	Iteration 0F: 3 clusters Score -1000028 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1003487.312500 Penalty: 857.436768
	Iteration 1F: 3 clusters Score -1003487 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1003886.437500 Penalty: 857.436768
	Iteration 2F: 3 clusters Score -1003886 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1004507.625000 Penalty: 857.436768
	Iteration 3F: 3 clusters Score -1004508 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1005435.250000 Penalty: 857.436768
	Iteration 4F: 3 clusters Score -1005435 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1006347.312500 Penalty: 857.436768
	Iteration 5F: 3 clusters Score -1006347 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1007057.812500 Penalty: 857.436768
	Iteration 6F: 3 clusters Score -1007058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1007548.937500 Penalty: 857.436768
	Iteration 7Q: 3 clusters Score -1007549 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1007770.562500 Penalty: 857.436768
	Iteration 8Q: 3 clusters Score -1007771 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1007873.187500 Penalty: 857.436768
	Iteration 9Q: 3 clusters Score -1007873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1007905.375000 Penalty: 857.436768
	Iteration 10Q: 3 clusters Score -1007905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1007927.687500 Penalty: 857.436768
	Iteration 11Q: 3 clusters Score -1007928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1007940.937500 Penalty: 857.436768
	Iteration 12Q: 3 clusters Score -1007941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1007940.687500 Penalty: 857.436768
	Iteration 13Q: 3 clusters Score -1007941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1007940.687500 Penalty: 857.436768
	Iteration 14F: 3 clusters Score -1007941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -148665.593750 Penalty: 343.959961
	Iteration 0F: 2 clusters Score -148665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147258.500000 Penalty: 687.919922
	Iteration 0F: 3 clusters Score -147258.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -147703.984375 Penalty: 687.919922
	Iteration 1F: 3 clusters Score -147704 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147809.531250 Penalty: 687.919922
	Iteration 2F: 3 clusters Score -147809.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -147903.500000 Penalty: 687.919922
	Iteration 3F: 3 clusters Score -147903.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -147960.468750 Penalty: 687.919922
	Iteration 4F: 3 clusters Score -147960.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -147997.312500 Penalty: 687.919922
	Iteration 5Q: 3 clusters Score -147997.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -148028.468750 Penalty: 687.919922
	Iteration 6Q: 3 clusters Score -148028.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -148067.515625 Penalty: 687.919922
	Iteration 7Q: 3 clusters Score -148067.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -148106.937500 Penalty: 687.919922
	Iteration 8Q: 3 clusters Score -148106.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -148157.046875 Penalty: 687.919922
	Iteration 9Q: 3 clusters Score -148157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -148194.375000 Penalty: 687.919922
	Iteration 10Q: 3 clusters Score -148194.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -148239.531250 Penalty: 687.919922
	Iteration 11Q: 3 clusters Score -148239.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -148280.812500 Penalty: 687.919922
	Iteration 12Q: 3 clusters Score -148280.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -148324.843750 Penalty: 687.919922
	Iteration 13Q: 3 clusters Score -148324.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -148358.531250 Penalty: 687.919922
	Iteration 14Q: 3 clusters Score -148358.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -148391.375000 Penalty: 687.919922
	Iteration 15Q: 3 clusters Score -148391.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -148412.203125 Penalty: 687.919922
	Iteration 16Q: 3 clusters Score -148412.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -148420.437500 Penalty: 687.919922
	Iteration 17Q: 3 clusters Score -148420.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -148429.921875 Penalty: 687.919922
	Iteration 18Q: 3 clusters Score -148429.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -148441.250000 Penalty: 687.919922
	Iteration 19Q: 3 clusters Score -148441.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -148452.796875 Penalty: 687.919922
	Iteration 20F: 3 clusters Score -148452.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -148468.203125 Penalty: 687.919922
	Iteration 21Q: 3 clusters Score -148468.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -148482.406250 Penalty: 687.919922
	Iteration 22Q: 3 clusters Score -148482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -148493.640625 Penalty: 687.919922
	Iteration 23Q: 3 clusters Score -148493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -148503.328125 Penalty: 687.919922
	Iteration 24Q: 3 clusters Score -148503.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -148509.796875 Penalty: 687.919922
	Iteration 25Q: 3 clusters Score -148509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -148516.781250 Penalty: 687.919922
	Iteration 26Q: 3 clusters Score -148516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -148526.453125 Penalty: 687.919922
	Iteration 27Q: 3 clusters Score -148526.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -148537.171875 Penalty: 687.919922
	Iteration 28Q: 3 clusters Score -148537.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -148546.578125 Penalty: 687.919922
	Iteration 29Q: 3 clusters Score -148546.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -148552.937500 Penalty: 687.919922
	Iteration 30Q: 3 clusters Score -148552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -148557.921875 Penalty: 687.919922
	Iteration 31Q: 3 clusters Score -148557.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -148561.703125 Penalty: 687.919922
	Iteration 32Q: 3 clusters Score -148561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -148564.593750 Penalty: 687.919922
	Iteration 33Q: 3 clusters Score -148564.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -148569.125000 Penalty: 687.919922
	Iteration 34Q: 3 clusters Score -148569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -148572.890625 Penalty: 687.919922
	Iteration 35Q: 3 clusters Score -148572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -148575.656250 Penalty: 687.919922
	Iteration 36Q: 3 clusters Score -148575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -148577.953125 Penalty: 687.919922
	Iteration 37Q: 3 clusters Score -148578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -148578.625000 Penalty: 687.919922
	Iteration 38Q: 3 clusters Score -148578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -148579.156250 Penalty: 687.919922
	Iteration 39Q: 3 clusters Score -148579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -148581.046875 Penalty: 687.919922
	Iteration 40F: 3 clusters Score -148581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -148581.218750 Penalty: 687.919922
	Iteration 41Q: 3 clusters Score -148581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -148581.781250 Penalty: 687.919922
	Iteration 42Q: 3 clusters Score -148581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -148582.234375 Penalty: 687.919922
	Iteration 43Q: 3 clusters Score -148582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -148582.687500 Penalty: 687.919922
	Iteration 44Q: 3 clusters Score -148582.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -148583.140625 Penalty: 687.919922
	Iteration 45Q: 3 clusters Score -148583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -148583.421875 Penalty: 687.919922
	Iteration 46Q: 3 clusters Score -148583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -148583.921875 Penalty: 687.919922
	Iteration 47Q: 3 clusters Score -148583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -148583.843750 Penalty: 687.919922
	Iteration 48Q: 3 clusters Score -148583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -148583.921875 Penalty: 687.919922
	Iteration 49Q: 3 clusters Score -148583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -148584.109375 Penalty: 687.919922
	Iteration 50Q: 3 clusters Score -148584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -148584.328125 Penalty: 687.919922
	Iteration 51Q: 3 clusters Score -148584.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -148584.328125 Penalty: 687.919922
	Iteration 52F: 3 clusters Score -148584.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -227155.187500 Penalty: 365.649384
	Iteration 0F: 2 clusters Score -227155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -224984.609375 Penalty: 731.298767
	Iteration 0F: 3 clusters Score -224984.6 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -225784.078125 Penalty: 731.298767
	Iteration 1F: 3 clusters Score -225784.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -225924.171875 Penalty: 731.298767
	Iteration 2F: 3 clusters Score -225924.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -226055.000000 Penalty: 731.298767
	Iteration 3F: 3 clusters Score -226055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -226192.828125 Penalty: 731.298767
	Iteration 4F: 3 clusters Score -226192.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -226331.031250 Penalty: 731.298767
	Iteration 5F: 3 clusters Score -226331 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -226477.140625 Penalty: 731.298767
	Iteration 6F: 3 clusters Score -226477.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -226605.000000 Penalty: 731.298767
	Iteration 7Q: 3 clusters Score -226605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -226688.578125 Penalty: 731.298767
	Iteration 8Q: 3 clusters Score -226688.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -226749.687500 Penalty: 731.298767
	Iteration 9Q: 3 clusters Score -226749.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -226782.546875 Penalty: 731.298767
	Iteration 10Q: 3 clusters Score -226782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -226811.343750 Penalty: 731.298767
	Iteration 11Q: 3 clusters Score -226811.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -226824.375000 Penalty: 731.298767
	Iteration 12Q: 3 clusters Score -226824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -226827.203125 Penalty: 731.298767
	Iteration 13Q: 3 clusters Score -226827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -226828.328125 Penalty: 731.298767
	Iteration 14Q: 3 clusters Score -226828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -226830.187500 Penalty: 731.298767
	Iteration 15Q: 3 clusters Score -226830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -226832.390625 Penalty: 731.298767
	Iteration 16Q: 3 clusters Score -226832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -226833.734375 Penalty: 731.298767
	Iteration 17Q: 3 clusters Score -226833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -226836.328125 Penalty: 731.298767
	Iteration 18Q: 3 clusters Score -226836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -226838.296875 Penalty: 731.298767
	Iteration 19Q: 3 clusters Score -226838.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -226842.875000 Penalty: 731.298767
	Iteration 20F: 3 clusters Score -226842.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -226846.562500 Penalty: 731.298767
	Iteration 21Q: 3 clusters Score -226846.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -226847.453125 Penalty: 731.298767
	Iteration 22Q: 3 clusters Score -226847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -226848.203125 Penalty: 731.298767
	Iteration 23Q: 3 clusters Score -226848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -226849.531250 Penalty: 731.298767
	Iteration 24Q: 3 clusters Score -226849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -226849.531250 Penalty: 731.298767
	Iteration 25F: 3 clusters Score -226849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -203891.125000 Penalty: 361.587189
	Iteration 0F: 2 clusters Score -203891.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -201940.015625 Penalty: 723.174377
	Iteration 0F: 3 clusters Score -201940 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -202603.343750 Penalty: 723.174377
	Iteration 1F: 3 clusters Score -202603.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -202679.562500 Penalty: 723.174377
	Iteration 2F: 3 clusters Score -202679.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -202750.937500 Penalty: 723.174377
	Iteration 3F: 3 clusters Score -202750.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -202812.171875 Penalty: 723.174377
	Iteration 4Q: 3 clusters Score -202812.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -202898.421875 Penalty: 723.174377
	Iteration 5Q: 3 clusters Score -202898.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202995.953125 Penalty: 723.174377
	Iteration 6F: 3 clusters Score -202996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203085.484375 Penalty: 723.174377
	Iteration 7Q: 3 clusters Score -203085.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203219.328125 Penalty: 723.174377
	Iteration 8F: 3 clusters Score -203219.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -203365.656250 Penalty: 723.174377
	Iteration 9F: 3 clusters Score -203365.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -203456.234375 Penalty: 723.174377
	Iteration 10Q: 3 clusters Score -203456.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -203510.078125 Penalty: 723.174377
	Iteration 11Q: 3 clusters Score -203510.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -203543.453125 Penalty: 723.174377
	Iteration 12Q: 3 clusters Score -203543.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -203568.765625 Penalty: 723.174377
	Iteration 13Q: 3 clusters Score -203568.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -203590.390625 Penalty: 723.174377
	Iteration 14Q: 3 clusters Score -203590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -203602.015625 Penalty: 723.174377
	Iteration 15Q: 3 clusters Score -203602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -203611.625000 Penalty: 723.174377
	Iteration 16Q: 3 clusters Score -203611.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -203618.843750 Penalty: 723.174377
	Iteration 17Q: 3 clusters Score -203618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -203624.375000 Penalty: 723.174377
	Iteration 18Q: 3 clusters Score -203624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -203629.031250 Penalty: 723.174377
	Iteration 19Q: 3 clusters Score -203629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -203630.046875 Penalty: 723.174377
	Iteration 20F: 3 clusters Score -203630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -203631.828125 Penalty: 723.174377
	Iteration 21Q: 3 clusters Score -203631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -203632.875000 Penalty: 723.174377
	Iteration 22Q: 3 clusters Score -203632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -203632.875000 Penalty: 723.174377
	Iteration 23F: 3 clusters Score -203632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -88884.609375 Penalty: 318.598083
	Iteration 0F: 2 clusters Score -88884.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88009.687500 Penalty: 637.196167
	Iteration 0F: 3 clusters Score -88009.69 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88235.835938 Penalty: 637.196167
	Iteration 1F: 3 clusters Score -88235.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88281.343750 Penalty: 637.196167
	Iteration 2F: 3 clusters Score -88281.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88310.242188 Penalty: 637.196167
	Iteration 3F: 3 clusters Score -88310.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88330.531250 Penalty: 637.196167
	Iteration 4Q: 3 clusters Score -88330.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88344.335938 Penalty: 637.196167
	Iteration 5Q: 3 clusters Score -88344.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88358.781250 Penalty: 637.196167
	Iteration 6Q: 3 clusters Score -88358.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88372.398438 Penalty: 637.196167
	Iteration 7Q: 3 clusters Score -88372.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88384.046875 Penalty: 637.196167
	Iteration 8Q: 3 clusters Score -88384.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -88395.140625 Penalty: 637.196167
	Iteration 9Q: 3 clusters Score -88395.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88411.226562 Penalty: 637.196167
	Iteration 10Q: 3 clusters Score -88411.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88425.976562 Penalty: 637.196167
	Iteration 11Q: 3 clusters Score -88425.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -88443.742188 Penalty: 637.196167
	Iteration 12Q: 3 clusters Score -88443.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88461.562500 Penalty: 637.196167
	Iteration 13Q: 3 clusters Score -88461.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88479.625000 Penalty: 637.196167
	Iteration 14Q: 3 clusters Score -88479.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88494.250000 Penalty: 637.196167
	Iteration 15Q: 3 clusters Score -88494.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -88503.546875 Penalty: 637.196167
	Iteration 16Q: 3 clusters Score -88503.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88506.812500 Penalty: 637.196167
	Iteration 17Q: 3 clusters Score -88506.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88509.960938 Penalty: 637.196167
	Iteration 18Q: 3 clusters Score -88509.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88512.210938 Penalty: 637.196167
	Iteration 19Q: 3 clusters Score -88512.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88515.265625 Penalty: 637.196167
	Iteration 20F: 3 clusters Score -88515.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88518.320312 Penalty: 637.196167
	Iteration 21Q: 3 clusters Score -88518.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88520.187500 Penalty: 637.196167
	Iteration 22Q: 3 clusters Score -88520.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -88522.539062 Penalty: 637.196167
	Iteration 23Q: 3 clusters Score -88522.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -88525.203125 Penalty: 637.196167
	Iteration 24Q: 3 clusters Score -88525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88527.718750 Penalty: 637.196167
	Iteration 25Q: 3 clusters Score -88527.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -88529.851562 Penalty: 637.196167
	Iteration 26Q: 3 clusters Score -88529.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -88530.906250 Penalty: 637.196167
	Iteration 27Q: 3 clusters Score -88530.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -88532.804688 Penalty: 637.196167
	Iteration 28Q: 3 clusters Score -88532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88533.570312 Penalty: 637.196167
	Iteration 29Q: 3 clusters Score -88533.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88534.609375 Penalty: 637.196167
	Iteration 30Q: 3 clusters Score -88534.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88535.140625 Penalty: 637.196167
	Iteration 31Q: 3 clusters Score -88535.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -88536.710938 Penalty: 637.196167
	Iteration 32Q: 3 clusters Score -88536.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88538.078125 Penalty: 637.196167
	Iteration 33Q: 3 clusters Score -88538.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88538.062500 Penalty: 637.196167
	Iteration 34Q: 3 clusters Score -88538.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -88538.218750 Penalty: 637.196167
	Iteration 35Q: 3 clusters Score -88538.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -88538.296875 Penalty: 637.196167
	Iteration 36Q: 3 clusters Score -88538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88539.164062 Penalty: 637.196167
	Iteration 37Q: 3 clusters Score -88539.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88541.695312 Penalty: 637.196167
	Iteration 38Q: 3 clusters Score -88541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88543.351562 Penalty: 637.196167
	Iteration 39Q: 3 clusters Score -88543.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88545.460938 Penalty: 637.196167
	Iteration 40F: 3 clusters Score -88545.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88547.742188 Penalty: 637.196167
	Iteration 41Q: 3 clusters Score -88547.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88548.867188 Penalty: 637.196167
	Iteration 42Q: 3 clusters Score -88548.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -88549.734375 Penalty: 637.196167
	Iteration 43Q: 3 clusters Score -88549.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88550.515625 Penalty: 637.196167
	Iteration 44Q: 3 clusters Score -88550.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -88550.984375 Penalty: 637.196167
	Iteration 45Q: 3 clusters Score -88550.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -88550.984375 Penalty: 637.196167
	Iteration 46F: 3 clusters Score -88550.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Entering Unmasked Estep 
Score: -1832442.750000 Penalty: 457.240021
	Iteration 0F: 2 clusters Score -1832443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1817166.125000 Penalty: 914.480042
	Iteration 0F: 3 clusters Score -1817166 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1823395.375000 Penalty: 914.480042
	Iteration 1F: 3 clusters Score -1823395 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1823526.875000 Penalty: 914.480042
	Iteration 2Q: 3 clusters Score -1823527 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1823656.875000 Penalty: 914.480042
	Iteration 3Q: 3 clusters Score -1823657 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1823836.500000 Penalty: 914.480042
	Iteration 4Q: 3 clusters Score -1823836 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1824105.375000 Penalty: 914.480042
	Iteration 5Q: 3 clusters Score -1824105 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1824514.750000 Penalty: 914.480042
	Iteration 6Q: 3 clusters Score -1824515 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1825155.750000 Penalty: 914.480042
	Iteration 7Q: 3 clusters Score -1825156 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1826100.875000 Penalty: 914.480042
	Iteration 8F: 3 clusters Score -1826101 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1827261.250000 Penalty: 914.480042
	Iteration 9F: 3 clusters Score -1827261 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1828391.625000 Penalty: 914.480042
	Iteration 10F: 3 clusters Score -1828392 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1829264.000000 Penalty: 914.480042
	Iteration 11Q: 3 clusters Score -1829264 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1829892.875000 Penalty: 914.480042
	Iteration 12Q: 3 clusters Score -1829893 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1830319.500000 Penalty: 914.480042
	Iteration 13Q: 3 clusters Score -1830320 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1830619.750000 Penalty: 914.480042
	Iteration 14Q: 3 clusters Score -1830620 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -1830855.625000 Penalty: 914.480042
	Iteration 15Q: 3 clusters Score -1830856 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1831077.625000 Penalty: 914.480042
	Iteration 16Q: 3 clusters Score -1831078 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1831308.625000 Penalty: 914.480042
	Iteration 17Q: 3 clusters Score -1831309 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -1831517.625000 Penalty: 914.480042
	Iteration 18Q: 3 clusters Score -1831518 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1831729.875000 Penalty: 914.480042
	Iteration 19Q: 3 clusters Score -1831730 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1831929.500000 Penalty: 914.480042
	Iteration 20F: 3 clusters Score -1831930 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -1832100.125000 Penalty: 914.480042
	Iteration 21Q: 3 clusters Score -1832100 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -1832223.125000 Penalty: 914.480042
	Iteration 22Q: 3 clusters Score -1832223 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1832326.375000 Penalty: 914.480042
	Iteration 23Q: 3 clusters Score -1832326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -1832390.625000 Penalty: 914.480042
	Iteration 24Q: 3 clusters Score -1832391 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1832413.250000 Penalty: 914.480042
	Iteration 25Q: 3 clusters Score -1832413 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1832437.125000 Penalty: 914.480042
	Iteration 26Q: 3 clusters Score -1832437 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1832445.125000 Penalty: 914.480042
	Iteration 27Q: 3 clusters Score -1832445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1832451.750000 Penalty: 914.480042
	Iteration 28Q: 3 clusters Score -1832452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1832447.375000 Penalty: 914.480042
	Iteration 29Q: 3 clusters Score -1832447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1832446.125000 Penalty: 914.480042
	Iteration 30Q: 3 clusters Score -1832446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1832443.500000 Penalty: 914.480042
	Iteration 31Q: 3 clusters Score -1832444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1832449.125000 Penalty: 914.480042
	Iteration 32Q: 3 clusters Score -1832449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1832450.750000 Penalty: 914.480042
	Iteration 33Q: 3 clusters Score -1832451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1832451.750000 Penalty: 914.480042
	Iteration 34Q: 3 clusters Score -1832452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1832452.625000 Penalty: 914.480042
	Iteration 35Q: 3 clusters Score -1832453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1832452.750000 Penalty: 914.480042
	Iteration 36Q: 3 clusters Score -1832453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1832451.625000 Penalty: 914.480042
	Iteration 37Q: 3 clusters Score -1832452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1832456.750000 Penalty: 914.480042
	Iteration 38Q: 3 clusters Score -1832457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1832451.500000 Penalty: 914.480042
	Iteration 39Q: 3 clusters Score -1832452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1832454.500000 Penalty: 914.480042
	Iteration 40F: 3 clusters Score -1832454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1832454.625000 Penalty: 914.480042
	Iteration 41Q: 3 clusters Score -1832455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1832449.375000 Penalty: 914.480042
	Iteration 42Q: 3 clusters Score -1832449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1832453.625000 Penalty: 914.480042
	Iteration 43Q: 3 clusters Score -1832454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1832448.875000 Penalty: 914.480042
	Iteration 44Q: 3 clusters Score -1832449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1832447.750000 Penalty: 914.480042
	Iteration 45Q: 3 clusters Score -1832448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -1832451.750000 Penalty: 914.480042
	Iteration 46Q: 3 clusters Score -1832452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1832451.625000 Penalty: 914.480042
	Iteration 47Q: 3 clusters Score -1832452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1832450.875000 Penalty: 914.480042
	Iteration 48Q: 3 clusters Score -1832451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1832451.500000 Penalty: 914.480042
	Iteration 49Q: 3 clusters Score -1832452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1832451.625000 Penalty: 914.480042
	Iteration 50Q: 3 clusters Score -1832452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1832451.375000 Penalty: 914.480042
	Iteration 51Q: 3 clusters Score -1832451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1832448.625000 Penalty: 914.480042
	Iteration 52Q: 3 clusters Score -1832449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1832451.000000 Penalty: 914.480042
	Iteration 53Q: 3 clusters Score -1832451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1832448.750000 Penalty: 914.480042
	Iteration 54Q: 3 clusters Score -1832449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1832448.000000 Penalty: 914.480042
	Iteration 55Q: 3 clusters Score -1832448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1832448.375000 Penalty: 914.480042
	Iteration 56Q: 3 clusters Score -1832448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1832447.250000 Penalty: 914.480042
	Iteration 57Q: 3 clusters Score -1832447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1832446.375000 Penalty: 914.480042
	Iteration 58Q: 3 clusters Score -1832446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1832449.500000 Penalty: 914.480042
	Iteration 59Q: 3 clusters Score -1832450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1832446.625000 Penalty: 914.480042
	Iteration 60F: 3 clusters Score -1832447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1832448.750000 Penalty: 914.480042
	Iteration 61Q: 3 clusters Score -1832449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1832446.625000 Penalty: 914.480042
	Iteration 62Q: 3 clusters Score -1832447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1832444.500000 Penalty: 914.480042
	Iteration 63Q: 3 clusters Score -1832444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1832440.625000 Penalty: 914.480042
	Iteration 64Q: 3 clusters Score -1832441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1832440.125000 Penalty: 914.480042
	Iteration 65Q: 3 clusters Score -1832440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1832437.625000 Penalty: 914.480042
	Iteration 66Q: 3 clusters Score -1832438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1832436.250000 Penalty: 914.480042
	Iteration 67Q: 3 clusters Score -1832436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1832437.000000 Penalty: 914.480042
	Iteration 68Q: 3 clusters Score -1832437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1832441.375000 Penalty: 914.480042
	Iteration 69Q: 3 clusters Score -1832441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1832444.250000 Penalty: 914.480042
	Iteration 70Q: 3 clusters Score -1832444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1832441.875000 Penalty: 914.480042
	Iteration 71Q: 3 clusters Score -1832442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1832440.750000 Penalty: 914.480042
	Iteration 72Q: 3 clusters Score -1832441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1832440.375000 Penalty: 914.480042
	Iteration 73Q: 3 clusters Score -1832440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1832439.375000 Penalty: 914.480042
	Iteration 74Q: 3 clusters Score -1832439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1832438.375000 Penalty: 914.480042
	Iteration 75Q: 3 clusters Score -1832438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1832438.250000 Penalty: 914.480042
	Iteration 76Q: 3 clusters Score -1832438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1832438.875000 Penalty: 914.480042
	Iteration 77Q: 3 clusters Score -1832439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1832441.625000 Penalty: 914.480042
	Iteration 78Q: 3 clusters Score -1832442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1832438.250000 Penalty: 914.480042
	Iteration 79Q: 3 clusters Score -1832438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1832435.750000 Penalty: 914.480042
	Iteration 80F: 3 clusters Score -1832436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1832434.500000 Penalty: 914.480042
	Iteration 81Q: 3 clusters Score -1832434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1832431.375000 Penalty: 914.480042
	Iteration 82Q: 3 clusters Score -1832431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1832430.375000 Penalty: 914.480042
	Iteration 83Q: 3 clusters Score -1832430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1832434.000000 Penalty: 914.480042
	Iteration 84Q: 3 clusters Score -1832434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1832434.500000 Penalty: 914.480042
	Iteration 85Q: 3 clusters Score -1832434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1832436.500000 Penalty: 914.480042
	Iteration 86Q: 3 clusters Score -1832436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1832434.500000 Penalty: 914.480042
	Iteration 87Q: 3 clusters Score -1832434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1832433.875000 Penalty: 914.480042
	Iteration 88Q: 3 clusters Score -1832434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1832433.000000 Penalty: 914.480042
	Iteration 89Q: 3 clusters Score -1832433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1832428.375000 Penalty: 914.480042
	Iteration 90Q: 3 clusters Score -1832428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1832426.750000 Penalty: 914.480042
	Iteration 91Q: 3 clusters Score -1832427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1832428.750000 Penalty: 914.480042
	Iteration 92Q: 3 clusters Score -1832429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1832427.875000 Penalty: 914.480042
	Iteration 93Q: 3 clusters Score -1832428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1832427.375000 Penalty: 914.480042
	Iteration 94Q: 3 clusters Score -1832427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -1832426.500000 Penalty: 914.480042
	Iteration 95Q: 3 clusters Score -1832426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1832422.750000 Penalty: 914.480042
	Iteration 96Q: 3 clusters Score -1832423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1832416.625000 Penalty: 914.480042
	Iteration 97Q: 3 clusters Score -1832417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1832417.625000 Penalty: 914.480042
	Iteration 98Q: 3 clusters Score -1832418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1832420.875000 Penalty: 914.480042
	Iteration 99Q: 3 clusters Score -1832421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1832422.125000 Penalty: 914.480042
	Iteration 100F: 3 clusters Score -1832422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1832420.375000 Penalty: 914.480042
	Iteration 101Q: 3 clusters Score -1832420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1832418.500000 Penalty: 914.480042
	Iteration 102Q: 3 clusters Score -1832418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1832415.500000 Penalty: 914.480042
	Iteration 103Q: 3 clusters Score -1832416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1832419.500000 Penalty: 914.480042
	Iteration 104Q: 3 clusters Score -1832420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1832421.000000 Penalty: 914.480042
	Iteration 105Q: 3 clusters Score -1832421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1832417.250000 Penalty: 914.480042
	Iteration 106Q: 3 clusters Score -1832417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1832416.125000 Penalty: 914.480042
	Iteration 107Q: 3 clusters Score -1832416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1832414.125000 Penalty: 914.480042
	Iteration 108Q: 3 clusters Score -1832414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1832415.875000 Penalty: 914.480042
	Iteration 109Q: 3 clusters Score -1832416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1832413.250000 Penalty: 914.480042
	Iteration 110Q: 3 clusters Score -1832413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1832414.250000 Penalty: 914.480042
	Iteration 111Q: 3 clusters Score -1832414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1832412.250000 Penalty: 914.480042
	Iteration 112Q: 3 clusters Score -1832412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1832412.625000 Penalty: 914.480042
	Iteration 113Q: 3 clusters Score -1832413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1832413.000000 Penalty: 914.480042
	Iteration 114Q: 3 clusters Score -1832413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1832412.750000 Penalty: 914.480042
	Iteration 115Q: 3 clusters Score -1832413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1832413.125000 Penalty: 914.480042
	Iteration 116Q: 3 clusters Score -1832413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1832414.875000 Penalty: 914.480042
	Iteration 117Q: 3 clusters Score -1832415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1832411.500000 Penalty: 914.480042
	Iteration 118Q: 3 clusters Score -1832412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1832411.250000 Penalty: 914.480042
	Iteration 119Q: 3 clusters Score -1832411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1832411.250000 Penalty: 914.480042
	Iteration 120F: 3 clusters Score -1832411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -61339.417969 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -61339.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60591.343750 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -60591.34 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60792.753906 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -60792.75 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60842.812500 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -60842.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60882.253906 Penalty: 616.869385
	Iteration 3F: 3 clusters Score -60882.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60919.667969 Penalty: 616.869385
	Iteration 4Q: 3 clusters Score -60919.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60947.632812 Penalty: 616.869385
	Iteration 5Q: 3 clusters Score -60947.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60967.460938 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -60967.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -60986.085938 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -60986.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -61001.285156 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -61001.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61010.839844 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -61010.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61025.613281 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -61025.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61042.906250 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -61042.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -61051.082031 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -61051.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -61057.886719 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -61057.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -61060.015625 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -61060.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -61061.312500 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -61061.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -61064.429688 Penalty: 616.869385
	Iteration 16Q: 3 clusters Score -61064.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -61066.613281 Penalty: 616.869385
	Iteration 17Q: 3 clusters Score -61066.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -61068.035156 Penalty: 616.869385
	Iteration 18Q: 3 clusters Score -61068.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -61068.683594 Penalty: 616.869385
	Iteration 19Q: 3 clusters Score -61068.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -61070.402344 Penalty: 616.869385
	Iteration 20F: 3 clusters Score -61070.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Entering Unmasked Estep 
Score: -943808.375000 Penalty: 425.275085
	Iteration 0F: 2 clusters Score -943808.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -936212.750000 Penalty: 850.550171
	Iteration 0F: 3 clusters Score -936212.8 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -939465.375000 Penalty: 850.550171
	Iteration 1F: 3 clusters Score -939465.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -939815.937500 Penalty: 850.550171
	Iteration 2F: 3 clusters Score -939815.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -940420.375000 Penalty: 850.550171
	Iteration 3F: 3 clusters Score -940420.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -941523.812500 Penalty: 850.550171
	Iteration 4F: 3 clusters Score -941523.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -942674.375000 Penalty: 850.550171
	Iteration 5F: 3 clusters Score -942674.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -943163.375000 Penalty: 850.550171
	Iteration 6F: 3 clusters Score -943163.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -943326.250000 Penalty: 850.550171
	Iteration 7Q: 3 clusters Score -943326.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -943379.812500 Penalty: 850.550171
	Iteration 8Q: 3 clusters Score -943379.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -943401.500000 Penalty: 850.550171
	Iteration 9Q: 3 clusters Score -943401.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -943414.312500 Penalty: 850.550171
	Iteration 10Q: 3 clusters Score -943414.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -943426.937500 Penalty: 850.550171
	Iteration 11Q: 3 clusters Score -943426.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -943430.000000 Penalty: 850.550171
	Iteration 12Q: 3 clusters Score -943430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -943431.687500 Penalty: 850.550171
	Iteration 13Q: 3 clusters Score -943431.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -943434.687500 Penalty: 850.550171
	Iteration 14Q: 3 clusters Score -943434.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -943438.250000 Penalty: 850.550171
	Iteration 15Q: 3 clusters Score -943438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -943438.437500 Penalty: 850.550171
	Iteration 16Q: 3 clusters Score -943438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -943439.062500 Penalty: 850.550171
	Iteration 17Q: 3 clusters Score -943439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -943438.562500 Penalty: 850.550171
	Iteration 18Q: 3 clusters Score -943438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -943439.562500 Penalty: 850.550171
	Iteration 19Q: 3 clusters Score -943439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -943439.562500 Penalty: 850.550171
	Iteration 20F: 3 clusters Score -943439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 156 members 
Entering Unmasked Estep 
Score: -20828.929688 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20828.93 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20939.912109 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20939.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20992.972656 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20992.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21035.769531 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -21035.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21060.083984 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -21060.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21080.500000 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -21080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21103.486328 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21103.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21112.736328 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21112.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21123.271484 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21123.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21126.796875 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21126.796875 Penalty: 522.321167
	Iteration 10F: 3 clusters Score -21126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -47503.343750 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -47503.34 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 253 members 
Entering Unmasked Estep 
Score: -46986.007812 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -46986.01 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47120.019531 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -47120.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47143.675781 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -47143.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47161.414062 Penalty: 576.328430
	Iteration 3Q: 3 clusters Score -47161.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47173.250000 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -47173.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47188.117188 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -47188.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47198.890625 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -47198.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47202.027344 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -47202.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47203.359375 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -47203.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47205.542969 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -47205.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47208.226562 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -47208.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -47209.593750 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -47209.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -47211.183594 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -47211.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -47211.183594 Penalty: 576.328430
	Iteration 13F: 3 clusters Score -47211.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (20533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Entering Unmasked Estep 
Score: -1669150.125000 Penalty: 451.805389
	Iteration 0F: 2 clusters Score -1669150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1655512.625000 Penalty: 903.610779
	Iteration 0F: 3 clusters Score -1655513 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1661176.000000 Penalty: 903.610779
	Iteration 1F: 3 clusters Score -1661176 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1661438.500000 Penalty: 903.610779
	Iteration 2Q: 3 clusters Score -1661438 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1661784.500000 Penalty: 903.610779
	Iteration 3Q: 3 clusters Score -1661784 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1662283.625000 Penalty: 903.610779
	Iteration 4Q: 3 clusters Score -1662284 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1663066.750000 Penalty: 903.610779
	Iteration 5F: 3 clusters Score -1663067 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1664111.750000 Penalty: 903.610779
	Iteration 6F: 3 clusters Score -1664112 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1664861.625000 Penalty: 903.610779
	Iteration 7F: 3 clusters Score -1664862 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1665129.500000 Penalty: 903.610779
	Iteration 8Q: 3 clusters Score -1665130 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1665225.000000 Penalty: 903.610779
	Iteration 9Q: 3 clusters Score -1665225 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1665268.000000 Penalty: 903.610779
	Iteration 10Q: 3 clusters Score -1665268 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1665338.500000 Penalty: 903.610779
	Iteration 11Q: 3 clusters Score -1665338 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1665395.625000 Penalty: 903.610779
	Iteration 12Q: 3 clusters Score -1665396 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1665448.125000 Penalty: 903.610779
	Iteration 13Q: 3 clusters Score -1665448 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1665523.125000 Penalty: 903.610779
	Iteration 14Q: 3 clusters Score -1665523 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1665610.125000 Penalty: 903.610779
	Iteration 15Q: 3 clusters Score -1665610 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1665716.000000 Penalty: 903.610779
	Iteration 16Q: 3 clusters Score -1665716 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1665829.500000 Penalty: 903.610779
	Iteration 17Q: 3 clusters Score -1665830 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1665939.875000 Penalty: 903.610779
	Iteration 18Q: 3 clusters Score -1665940 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1666077.125000 Penalty: 903.610779
	Iteration 19Q: 3 clusters Score -1666077 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1666265.000000 Penalty: 903.610779
	Iteration 20F: 3 clusters Score -1666265 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1666469.750000 Penalty: 903.610779
	Iteration 21Q: 3 clusters Score -1666470 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1666679.500000 Penalty: 903.610779
	Iteration 22Q: 3 clusters Score -1666680 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1666924.375000 Penalty: 903.610779
	Iteration 23Q: 3 clusters Score -1666924 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1667193.375000 Penalty: 903.610779
	Iteration 24Q: 3 clusters Score -1667193 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -1667498.250000 Penalty: 903.610779
	Iteration 25Q: 3 clusters Score -1667498 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1667786.250000 Penalty: 903.610779
	Iteration 26Q: 3 clusters Score -1667786 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1668045.375000 Penalty: 903.610779
	Iteration 27Q: 3 clusters Score -1668045 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1668195.250000 Penalty: 903.610779
	Iteration 28Q: 3 clusters Score -1668195 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1668294.500000 Penalty: 903.610779
	Iteration 29Q: 3 clusters Score -1668294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1668404.875000 Penalty: 903.610779
	Iteration 30Q: 3 clusters Score -1668405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1668491.375000 Penalty: 903.610779
	Iteration 31Q: 3 clusters Score -1668491 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1668563.125000 Penalty: 903.610779
	Iteration 32Q: 3 clusters Score -1668563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1668598.875000 Penalty: 903.610779
	Iteration 33Q: 3 clusters Score -1668599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1668639.875000 Penalty: 903.610779
	Iteration 34Q: 3 clusters Score -1668640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -1668663.125000 Penalty: 903.610779
	Iteration 35Q: 3 clusters Score -1668663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -1668687.250000 Penalty: 903.610779
	Iteration 36Q: 3 clusters Score -1668687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -1668707.125000 Penalty: 903.610779
	Iteration 37Q: 3 clusters Score -1668707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1668732.500000 Penalty: 903.610779
	Iteration 38Q: 3 clusters Score -1668732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1668749.875000 Penalty: 903.610779
	Iteration 39Q: 3 clusters Score -1668750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1668765.875000 Penalty: 903.610779
	Iteration 40F: 3 clusters Score -1668766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1668779.875000 Penalty: 903.610779
	Iteration 41Q: 3 clusters Score -1668780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1668792.625000 Penalty: 903.610779
	Iteration 42Q: 3 clusters Score -1668793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -1668809.500000 Penalty: 903.610779
	Iteration 43Q: 3 clusters Score -1668810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1668816.750000 Penalty: 903.610779
	Iteration 44Q: 3 clusters Score -1668817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1668819.875000 Penalty: 903.610779
	Iteration 45Q: 3 clusters Score -1668820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1668821.000000 Penalty: 903.610779
	Iteration 46Q: 3 clusters Score -1668821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1668825.125000 Penalty: 903.610779
	Iteration 47Q: 3 clusters Score -1668825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1668820.875000 Penalty: 903.610779
	Iteration 48Q: 3 clusters Score -1668821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -1668822.750000 Penalty: 903.610779
	Iteration 49Q: 3 clusters Score -1668823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1668820.375000 Penalty: 903.610779
	Iteration 50Q: 3 clusters Score -1668820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1668823.875000 Penalty: 903.610779
	Iteration 51Q: 3 clusters Score -1668824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1668830.125000 Penalty: 903.610779
	Iteration 52Q: 3 clusters Score -1668830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1668833.375000 Penalty: 903.610779
	Iteration 53Q: 3 clusters Score -1668833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -1668833.000000 Penalty: 903.610779
	Iteration 54Q: 3 clusters Score -1668833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -1668835.375000 Penalty: 903.610779
	Iteration 55Q: 3 clusters Score -1668835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1668838.375000 Penalty: 903.610779
	Iteration 56Q: 3 clusters Score -1668838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1668839.375000 Penalty: 903.610779
	Iteration 57Q: 3 clusters Score -1668839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -1668839.375000 Penalty: 903.610779
	Iteration 58F: 3 clusters Score -1668839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -95487.273438 Penalty: 326.449951
	Iteration 0F: 2 clusters Score -95487.27 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 623 members 
Entering Unmasked Estep 
Score: -94496.867188 Penalty: 652.899902
	Iteration 0F: 3 clusters Score -94496.87 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94880.671875 Penalty: 652.899902
	Iteration 1F: 3 clusters Score -94880.67 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -94977.726562 Penalty: 652.899902
	Iteration 2F: 3 clusters Score -94977.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95030.171875 Penalty: 652.899902
	Iteration 3F: 3 clusters Score -95030.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95078.054688 Penalty: 652.899902
	Iteration 4Q: 3 clusters Score -95078.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95120.460938 Penalty: 652.899902
	Iteration 5Q: 3 clusters Score -95120.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95154.312500 Penalty: 652.899902
	Iteration 6Q: 3 clusters Score -95154.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95186.007812 Penalty: 652.899902
	Iteration 7Q: 3 clusters Score -95186.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95231.195312 Penalty: 652.899902
	Iteration 8Q: 3 clusters Score -95231.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95304.210938 Penalty: 652.899902
	Iteration 9Q: 3 clusters Score -95304.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95361.554688 Penalty: 652.899902
	Iteration 10Q: 3 clusters Score -95361.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95396.789062 Penalty: 652.899902
	Iteration 11Q: 3 clusters Score -95396.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95423.226562 Penalty: 652.899902
	Iteration 12Q: 3 clusters Score -95423.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95437.226562 Penalty: 652.899902
	Iteration 13Q: 3 clusters Score -95437.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95446.742188 Penalty: 652.899902
	Iteration 14Q: 3 clusters Score -95446.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95456.679688 Penalty: 652.899902
	Iteration 15Q: 3 clusters Score -95456.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -95465.343750 Penalty: 652.899902
	Iteration 16Q: 3 clusters Score -95465.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -95468.531250 Penalty: 652.899902
	Iteration 17Q: 3 clusters Score -95468.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95469.703125 Penalty: 652.899902
	Iteration 18Q: 3 clusters Score -95469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95469.859375 Penalty: 652.899902
	Iteration 19Q: 3 clusters Score -95469.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95471.859375 Penalty: 652.899902
	Iteration 20F: 3 clusters Score -95471.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95472.734375 Penalty: 652.899902
	Iteration 21Q: 3 clusters Score -95472.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95473.632812 Penalty: 652.899902
	Iteration 22Q: 3 clusters Score -95473.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95474.804688 Penalty: 652.899902
	Iteration 23Q: 3 clusters Score -95474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95474.804688 Penalty: 652.899902
	Iteration 24F: 3 clusters Score -95474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15071.261719 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -15071.26 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 131 members 
Entering Unmasked Estep 
Score: -14769.024414 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -14769.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14873.856445 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -14873.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14911.137695 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -14911.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14922.707031 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -14922.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14932.614258 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -14932.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14935.348633 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -14935.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14937.115234 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -14937.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14937.115234 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -14937.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -40823.773438 Penalty: 289.752502
	Iteration 0F: 2 clusters Score -40823.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40286.011719 Penalty: 579.505005
	Iteration 0F: 3 clusters Score -40286.01 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40413.312500 Penalty: 579.505005
	Iteration 1F: 3 clusters Score -40413.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40437.273438 Penalty: 579.505005
	Iteration 2F: 3 clusters Score -40437.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -40453.125000 Penalty: 579.505005
	Iteration 3Q: 3 clusters Score -40453.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40471.898438 Penalty: 579.505005
	Iteration 4Q: 3 clusters Score -40471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40482.808594 Penalty: 579.505005
	Iteration 5Q: 3 clusters Score -40482.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40492.035156 Penalty: 579.505005
	Iteration 6Q: 3 clusters Score -40492.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40509.230469 Penalty: 579.505005
	Iteration 7Q: 3 clusters Score -40509.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -40520.027344 Penalty: 579.505005
	Iteration 8Q: 3 clusters Score -40520.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40536.449219 Penalty: 579.505005
	Iteration 9Q: 3 clusters Score -40536.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40550.628906 Penalty: 579.505005
	Iteration 10Q: 3 clusters Score -40550.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40558.410156 Penalty: 579.505005
	Iteration 11Q: 3 clusters Score -40558.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -40566.675781 Penalty: 579.505005
	Iteration 12Q: 3 clusters Score -40566.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40580.000000 Penalty: 579.505005
	Iteration 13Q: 3 clusters Score -40580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40587.617188 Penalty: 579.505005
	Iteration 14Q: 3 clusters Score -40587.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40595.210938 Penalty: 579.505005
	Iteration 15Q: 3 clusters Score -40595.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40597.093750 Penalty: 579.505005
	Iteration 16Q: 3 clusters Score -40597.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40599.988281 Penalty: 579.505005
	Iteration 17Q: 3 clusters Score -40599.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40600.996094 Penalty: 579.505005
	Iteration 18Q: 3 clusters Score -40601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40602.914062 Penalty: 579.505005
	Iteration 19Q: 3 clusters Score -40602.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40605.078125 Penalty: 579.505005
	Iteration 20F: 3 clusters Score -40605.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40607.292969 Penalty: 579.505005
	Iteration 21Q: 3 clusters Score -40607.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40609.082031 Penalty: 579.505005
	Iteration 22Q: 3 clusters Score -40609.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40609.769531 Penalty: 579.505005
	Iteration 23Q: 3 clusters Score -40609.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40609.984375 Penalty: 579.505005
	Iteration 24Q: 3 clusters Score -40609.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40609.984375 Penalty: 579.505005
	Iteration 25F: 3 clusters Score -40609.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (35190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Entering Unmasked Estep 
Score: -2846847.250000 Penalty: 476.317535
	Iteration 0F: 2 clusters Score -2846847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2826255.250000 Penalty: 952.635071
	Iteration 0F: 3 clusters Score -2826255 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2836785.750000 Penalty: 952.635071
	Iteration 1F: 3 clusters Score -2836786 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2838195.750000 Penalty: 952.635071
	Iteration 2F: 3 clusters Score -2838196 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2840610.750000 Penalty: 952.635071
	Iteration 3F: 3 clusters Score -2840611 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2844018.500000 Penalty: 952.635071
	Iteration 4F: 3 clusters Score -2844018 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2846511.250000 Penalty: 952.635071
	Iteration 5F: 3 clusters Score -2846511 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2847258.750000 Penalty: 952.635071
	Iteration 6Q: 3 clusters Score -2847259 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2847575.250000 Penalty: 952.635071
	Iteration 7Q: 3 clusters Score -2847575 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2847769.000000 Penalty: 952.635071
	Iteration 8Q: 3 clusters Score -2847769 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2847856.500000 Penalty: 952.635071
	Iteration 9Q: 3 clusters Score -2847856 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2847869.250000 Penalty: 952.635071
	Iteration 10Q: 3 clusters Score -2847869 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2847858.500000 Penalty: 952.635071
	Iteration 11Q: 3 clusters Score -2847858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2847865.000000 Penalty: 952.635071
	Iteration 12Q: 3 clusters Score -2847865 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2847869.750000 Penalty: 952.635071
	Iteration 13Q: 3 clusters Score -2847870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2847859.750000 Penalty: 952.635071
	Iteration 14Q: 3 clusters Score -2847860 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2847861.250000 Penalty: 952.635071
	Iteration 15Q: 3 clusters Score -2847861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2847875.750000 Penalty: 952.635071
	Iteration 16Q: 3 clusters Score -2847876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2847885.750000 Penalty: 952.635071
	Iteration 17Q: 3 clusters Score -2847886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2847881.250000 Penalty: 952.635071
	Iteration 18Q: 3 clusters Score -2847881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2847865.250000 Penalty: 952.635071
	Iteration 19Q: 3 clusters Score -2847865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2847878.000000 Penalty: 952.635071
	Iteration 20F: 3 clusters Score -2847878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2847857.250000 Penalty: 952.635071
	Iteration 21Q: 3 clusters Score -2847857 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2847866.500000 Penalty: 952.635071
	Iteration 22Q: 3 clusters Score -2847866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2847858.000000 Penalty: 952.635071
	Iteration 23Q: 3 clusters Score -2847858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2847849.000000 Penalty: 952.635071
	Iteration 24Q: 3 clusters Score -2847849 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2847820.750000 Penalty: 952.635071
	Iteration 25Q: 3 clusters Score -2847821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2847838.000000 Penalty: 952.635071
	Iteration 26Q: 3 clusters Score -2847838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2847862.750000 Penalty: 952.635071
	Iteration 27Q: 3 clusters Score -2847863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2847864.250000 Penalty: 952.635071
	Iteration 28Q: 3 clusters Score -2847864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2847870.000000 Penalty: 952.635071
	Iteration 29Q: 3 clusters Score -2847870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2847878.000000 Penalty: 952.635071
	Iteration 30Q: 3 clusters Score -2847878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2847881.250000 Penalty: 952.635071
	Iteration 31Q: 3 clusters Score -2847881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2847880.500000 Penalty: 952.635071
	Iteration 32Q: 3 clusters Score -2847880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2847893.000000 Penalty: 952.635071
	Iteration 33Q: 3 clusters Score -2847893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2847893.750000 Penalty: 952.635071
	Iteration 34Q: 3 clusters Score -2847894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2847904.250000 Penalty: 952.635071
	Iteration 35Q: 3 clusters Score -2847904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2847890.000000 Penalty: 952.635071
	Iteration 36Q: 3 clusters Score -2847890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2847897.750000 Penalty: 952.635071
	Iteration 37Q: 3 clusters Score -2847898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2847902.000000 Penalty: 952.635071
	Iteration 38Q: 3 clusters Score -2847902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2847903.500000 Penalty: 952.635071
	Iteration 39Q: 3 clusters Score -2847904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2847911.750000 Penalty: 952.635071
	Iteration 40F: 3 clusters Score -2847912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2847922.000000 Penalty: 952.635071
	Iteration 41Q: 3 clusters Score -2847922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2847925.500000 Penalty: 952.635071
	Iteration 42Q: 3 clusters Score -2847926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2847937.500000 Penalty: 952.635071
	Iteration 43Q: 3 clusters Score -2847938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2847940.500000 Penalty: 952.635071
	Iteration 44Q: 3 clusters Score -2847940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2847938.750000 Penalty: 952.635071
	Iteration 45Q: 3 clusters Score -2847939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2847939.500000 Penalty: 952.635071
	Iteration 46Q: 3 clusters Score -2847940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2847939.500000 Penalty: 952.635071
	Iteration 47F: 3 clusters Score -2847940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22076 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 114 members 
Mstep: Class 75 contains 13114 members 
Entering Unmasked Estep 
Score: -42171104.000000 Penalty: 45145.230469
Splitting cluster 42 changes total score from -42170384.000000 to -42171104.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 43 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -505076.781250 Penalty: 398.004486
	Iteration 0F: 2 clusters Score -505076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -500847.562500 Penalty: 796.008972
	Iteration 0F: 3 clusters Score -500847.6 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -502513.968750 Penalty: 796.008972
	Iteration 1F: 3 clusters Score -502514 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -502707.000000 Penalty: 796.008972
	Iteration 2F: 3 clusters Score -502707 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -502915.562500 Penalty: 796.008972
	Iteration 3F: 3 clusters Score -502915.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -503199.250000 Penalty: 796.008972
	Iteration 4F: 3 clusters Score -503199.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -503550.937500 Penalty: 796.008972
	Iteration 5F: 3 clusters Score -503550.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -503896.250000 Penalty: 796.008972
	Iteration 6F: 3 clusters Score -503896.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -504200.093750 Penalty: 796.008972
	Iteration 7F: 3 clusters Score -504200.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -504420.750000 Penalty: 796.008972
	Iteration 8Q: 3 clusters Score -504420.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -504541.500000 Penalty: 796.008972
	Iteration 9Q: 3 clusters Score -504541.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -504621.093750 Penalty: 796.008972
	Iteration 10Q: 3 clusters Score -504621.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -504667.812500 Penalty: 796.008972
	Iteration 11Q: 3 clusters Score -504667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -504690.812500 Penalty: 796.008972
	Iteration 12Q: 3 clusters Score -504690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -504705.968750 Penalty: 796.008972
	Iteration 13Q: 3 clusters Score -504706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -504709.125000 Penalty: 796.008972
	Iteration 14Q: 3 clusters Score -504709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -504712.156250 Penalty: 796.008972
	Iteration 15Q: 3 clusters Score -504712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -504714.906250 Penalty: 796.008972
	Iteration 16Q: 3 clusters Score -504714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -504714.906250 Penalty: 796.008972
	Iteration 17F: 3 clusters Score -504714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -9804.555664 Penalty: 229.475845
	Iteration 0F: 2 clusters Score -9804.556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9581.134766 Penalty: 458.951691
	Iteration 0F: 3 clusters Score -9581.135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9646.002930 Penalty: 458.951691
	Iteration 1F: 3 clusters Score -9646.003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9663.329102 Penalty: 458.951691
	Iteration 2F: 3 clusters Score -9663.329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9677.953125 Penalty: 458.951691
	Iteration 3Q: 3 clusters Score -9677.953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9679.668945 Penalty: 458.951691
	Iteration 4Q: 3 clusters Score -9679.669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9680.193359 Penalty: 458.951691
	Iteration 5Q: 3 clusters Score -9680.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9680.193359 Penalty: 458.951691
	Iteration 6F: 3 clusters Score -9680.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -68072.687500 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -68072.69 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 492 members 
Entering Unmasked Estep 
Score: -67247.796875 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -67247.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67533.726562 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -67533.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67626.398438 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -67626.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67674.132812 Penalty: 629.511230
	Iteration 3F: 3 clusters Score -67674.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67704.000000 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -67704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67733.570312 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -67733.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67754.804688 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -67754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67764.593750 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -67764.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67770.835938 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -67770.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67776.109375 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -67776.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67781.539062 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -67781.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67785.109375 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -67785.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67787.257812 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -67787.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67789.851562 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -67789.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67792.085938 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -67792.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67795.078125 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -67795.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67797.937500 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -67797.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -67800.460938 Penalty: 629.511230
	Iteration 17Q: 3 clusters Score -67800.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67801.632812 Penalty: 629.511230
	Iteration 18Q: 3 clusters Score -67801.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67802.015625 Penalty: 629.511230
	Iteration 19Q: 3 clusters Score -67802.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67802.179688 Penalty: 629.511230
	Iteration 20F: 3 clusters Score -67802.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -1026692.375000 Penalty: 429.321686
	Iteration 0F: 2 clusters Score -1026692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1018395.375000 Penalty: 858.643372
	Iteration 0F: 3 clusters Score -1018395 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1022073.125000 Penalty: 858.643372
	Iteration 1F: 3 clusters Score -1022073 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1022709.562500 Penalty: 858.643372
	Iteration 2F: 3 clusters Score -1022710 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1023464.062500 Penalty: 858.643372
	Iteration 3F: 3 clusters Score -1023464 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1024203.125000 Penalty: 858.643372
	Iteration 4F: 3 clusters Score -1024203 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1024734.562500 Penalty: 858.643372
	Iteration 5F: 3 clusters Score -1024735 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1025100.687500 Penalty: 858.643372
	Iteration 6Q: 3 clusters Score -1025101 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1025436.125000 Penalty: 858.643372
	Iteration 7Q: 3 clusters Score -1025436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1025783.000000 Penalty: 858.643372
	Iteration 8Q: 3 clusters Score -1025783 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1026039.125000 Penalty: 858.643372
	Iteration 9Q: 3 clusters Score -1026039 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1026141.687500 Penalty: 858.643372
	Iteration 10Q: 3 clusters Score -1026142 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1026191.562500 Penalty: 858.643372
	Iteration 11Q: 3 clusters Score -1026192 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1026221.937500 Penalty: 858.643372
	Iteration 12Q: 3 clusters Score -1026222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1026251.812500 Penalty: 858.643372
	Iteration 13Q: 3 clusters Score -1026252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1026243.937500 Penalty: 858.643372
	Iteration 14Q: 3 clusters Score -1026244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1026251.500000 Penalty: 858.643372
	Iteration 15Q: 3 clusters Score -1026252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1026239.187500 Penalty: 858.643372
	Iteration 16Q: 3 clusters Score -1026239 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1026210.375000 Penalty: 858.643372
	Iteration 17Q: 3 clusters Score -1026210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1026187.375000 Penalty: 858.643372
	Iteration 18Q: 3 clusters Score -1026187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1026197.500000 Penalty: 858.643372
	Iteration 19Q: 3 clusters Score -1026198 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1026208.062500 Penalty: 858.643372
	Iteration 20F: 3 clusters Score -1026208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1026198.437500 Penalty: 858.643372
	Iteration 21Q: 3 clusters Score -1026198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1026197.187500 Penalty: 858.643372
	Iteration 22Q: 3 clusters Score -1026197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1026182.562500 Penalty: 858.643372
	Iteration 23Q: 3 clusters Score -1026183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1026158.937500 Penalty: 858.643372
	Iteration 24Q: 3 clusters Score -1026159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1026145.062500 Penalty: 858.643372
	Iteration 25Q: 3 clusters Score -1026145 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1026133.562500 Penalty: 858.643372
	Iteration 26Q: 3 clusters Score -1026134 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1026148.000000 Penalty: 858.643372
	Iteration 27Q: 3 clusters Score -1026148 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1026157.437500 Penalty: 858.643372
	Iteration 28Q: 3 clusters Score -1026157 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1026149.812500 Penalty: 858.643372
	Iteration 29Q: 3 clusters Score -1026150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1026142.625000 Penalty: 858.643372
	Iteration 30Q: 3 clusters Score -1026143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1026118.875000 Penalty: 858.643372
	Iteration 31Q: 3 clusters Score -1026119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1026121.687500 Penalty: 858.643372
	Iteration 32Q: 3 clusters Score -1026122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1026106.125000 Penalty: 858.643372
	Iteration 33Q: 3 clusters Score -1026106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1026088.812500 Penalty: 858.643372
	Iteration 34Q: 3 clusters Score -1026089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1026097.000000 Penalty: 858.643372
	Iteration 35Q: 3 clusters Score -1026097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1026099.250000 Penalty: 858.643372
	Iteration 36Q: 3 clusters Score -1026099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1026097.500000 Penalty: 858.643372
	Iteration 37Q: 3 clusters Score -1026098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1026103.062500 Penalty: 858.643372
	Iteration 38Q: 3 clusters Score -1026103 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1026116.812500 Penalty: 858.643372
	Iteration 39Q: 3 clusters Score -1026117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1026110.562500 Penalty: 858.643372
	Iteration 40F: 3 clusters Score -1026111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1026113.125000 Penalty: 858.643372
	Iteration 41Q: 3 clusters Score -1026113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1026122.375000 Penalty: 858.643372
	Iteration 42Q: 3 clusters Score -1026122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1026122.750000 Penalty: 858.643372
	Iteration 43Q: 3 clusters Score -1026123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1026111.125000 Penalty: 858.643372
	Iteration 44Q: 3 clusters Score -1026111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1026121.125000 Penalty: 858.643372
	Iteration 45Q: 3 clusters Score -1026121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1026127.437500 Penalty: 858.643372
	Iteration 46Q: 3 clusters Score -1026127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1026118.250000 Penalty: 858.643372
	Iteration 47Q: 3 clusters Score -1026118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026116.000000 Penalty: 858.643372
	Iteration 48Q: 3 clusters Score -1026116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026118.125000 Penalty: 858.643372
	Iteration 49Q: 3 clusters Score -1026118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1026112.062500 Penalty: 858.643372
	Iteration 50Q: 3 clusters Score -1026112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1026112.125000 Penalty: 858.643372
	Iteration 51Q: 3 clusters Score -1026112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1026115.937500 Penalty: 858.643372
	Iteration 52Q: 3 clusters Score -1026116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1026115.812500 Penalty: 858.643372
	Iteration 53Q: 3 clusters Score -1026116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1026118.437500 Penalty: 858.643372
	Iteration 54Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1026111.000000 Penalty: 858.643372
	Iteration 55Q: 3 clusters Score -1026111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1026119.750000 Penalty: 858.643372
	Iteration 56Q: 3 clusters Score -1026120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 57Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 58Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 59Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 60F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 61Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 62Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 63Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 64Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 65Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 66Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 67Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 68Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 69Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 70Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 71Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 72Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 73Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 74Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 75Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 76Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 77Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 78Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 79Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 80F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 81Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 82Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 83Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 84Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 85Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 86Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 87Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 88Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 89Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 90Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 91Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 92Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 93Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 94Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 95Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 96Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 97Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 98Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 99Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 100F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 101Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 102Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 103Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 104Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 105Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 106Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 107Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 108Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 109Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 110Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 111Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 112Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 113Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 114Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 115Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 116Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 117Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 118Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 119Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 120F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 121Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 122Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 123Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 124Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 125Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 126Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 127Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 128Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 129Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 130Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 131Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 132Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 133Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 134Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 135Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 136Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 137Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 138Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 139Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 140F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 141Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 142Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 143Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 144Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 145Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 146Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 147Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 148Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 149Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 150Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 151Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 152Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 153Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 154Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 155Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 156Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 157Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 158Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 159Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 160F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 161Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 162Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 163Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 164Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 165Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 166Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 167Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 168Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 169Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 170Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 171Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 172Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 173Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 174Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 175Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 176Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 177Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 178Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 179Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 180F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 181Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 182Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 183Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 184Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 185Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 186Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 187Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 188Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 189Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 190Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 191Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 192Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 193Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 194Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 195Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 196Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 197Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 198Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 199Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 200F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 201Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 202Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 203Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 204Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 205Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 206Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 207Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 208Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 209Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 210Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 211Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 212Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 213Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 214Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 215Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 216Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 217Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 218Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 219Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 220F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 221Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 222Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 223Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 224Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 225Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 226Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 227Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 228Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 229Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 230Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 231Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 232Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 233Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 234Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 235Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 236Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 237Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 238Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 239Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 240F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 241Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 242Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 243Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 244Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 245Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 246Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 247Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 248Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 249Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 250Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 251Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 252Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 253Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 254Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 255Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 256Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 257Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 258Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 259Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 260F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 261Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 262Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 263Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 264Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 265Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 266Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 267Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 268Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 269Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 270Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 271Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 272Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 273Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 274Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 275Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 276Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 277Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 278Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 279Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 280F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 281Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 282Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 283Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 284Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 285Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 286Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 287Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 288Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 289Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 290Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 291Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 292Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 293Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 294Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 295Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 296Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 297Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 298Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 299Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 300F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 301Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 302Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 303Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 304Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 305Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 306Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 307Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 308Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 309Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 310Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 311Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 312Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 313Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 314Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 315Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 316Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 317Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 318Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 319Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 320F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 321Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 322Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 323Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 324Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 325Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 326Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 327Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 328Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 329Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 330Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 331Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 332Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 333Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 334Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 335Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 336Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 337Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 338Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 339Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 340F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 341Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 342Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 343Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 344Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 345Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 346Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 347Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 348Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 349Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 350Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 351Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 352Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 353Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 354Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 355Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 356Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 357Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 358Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 359Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 360F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 361Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 362Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 363Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 364Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 365Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 366Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 367Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 368Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 369Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 370Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 371Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 372Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 373Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 374Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 375Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 376Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 377Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 378Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 379Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 380F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 381Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 382Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 383Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 384Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 385Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 386Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 387Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 388Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 389Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 390Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 391Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 392Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 393Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 394Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 395Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 396Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 397Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 398Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 399Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 400F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 401Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 402Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 403Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 404Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 405Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 406Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 407Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 408Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 409Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 410Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 411Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 412Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 413Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 414Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 415Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 416Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 417Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 418Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 419Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 420F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 421Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 422Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 423Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 424Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 425Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 426Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 427Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 428Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 429Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 430Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 431Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 432Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 433Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 434Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 435Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 436Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 437Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 438Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 439Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 440F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 441Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 442Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 443Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 444Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 445Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 446Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 447Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 448Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 449Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 450Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 451Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 452Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 453Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 454Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 455Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 456Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 457Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 458Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 459Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 460F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 461Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 462Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 463Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 464Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 465Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 466Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 467Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 468Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 469Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 470Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 471Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 472Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 473Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 474Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 475Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 476Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 477Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 478Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 479Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 480F: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 481Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 482Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 483Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 484Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 485Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 486Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 487Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 488Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 489Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 490Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 491Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 492Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 493Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 494Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 495Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 496Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 497Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 498Q: 3 clusters Score -1026121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1026117.875000 Penalty: 858.643372
	Iteration 499Q: 3 clusters Score -1026118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1026120.562500 Penalty: 858.643372
	Iteration 500F: 3 clusters Score -1026121 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 47 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -464483.875000 Penalty: 392.688751
	Iteration 0F: 2 clusters Score -464483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -460722.750000 Penalty: 785.377502
	Iteration 0F: 3 clusters Score -460722.8 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -462206.718750 Penalty: 785.377502
	Iteration 1F: 3 clusters Score -462206.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -462408.343750 Penalty: 785.377502
	Iteration 2F: 3 clusters Score -462408.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -462686.593750 Penalty: 785.377502
	Iteration 3F: 3 clusters Score -462686.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -463006.593750 Penalty: 785.377502
	Iteration 4F: 3 clusters Score -463006.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -463291.375000 Penalty: 785.377502
	Iteration 5F: 3 clusters Score -463291.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -463458.031250 Penalty: 785.377502
	Iteration 6F: 3 clusters Score -463458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -463529.593750 Penalty: 785.377502
	Iteration 7Q: 3 clusters Score -463529.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -463577.718750 Penalty: 785.377502
	Iteration 8Q: 3 clusters Score -463577.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -463626.781250 Penalty: 785.377502
	Iteration 9Q: 3 clusters Score -463626.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -463686.656250 Penalty: 785.377502
	Iteration 10Q: 3 clusters Score -463686.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -463739.500000 Penalty: 785.377502
	Iteration 11Q: 3 clusters Score -463739.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -463799.781250 Penalty: 785.377502
	Iteration 12Q: 3 clusters Score -463799.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -463868.468750 Penalty: 785.377502
	Iteration 13Q: 3 clusters Score -463868.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -463920.718750 Penalty: 785.377502
	Iteration 14Q: 3 clusters Score -463920.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -463950.406250 Penalty: 785.377502
	Iteration 15Q: 3 clusters Score -463950.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -463972.125000 Penalty: 785.377502
	Iteration 16Q: 3 clusters Score -463972.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -463983.187500 Penalty: 785.377502
	Iteration 17Q: 3 clusters Score -463983.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -463997.312500 Penalty: 785.377502
	Iteration 18Q: 3 clusters Score -463997.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -464000.500000 Penalty: 785.377502
	Iteration 19Q: 3 clusters Score -464000.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -464001.437500 Penalty: 785.377502
	Iteration 20F: 3 clusters Score -464001.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -464012.187500 Penalty: 785.377502
	Iteration 21Q: 3 clusters Score -464012.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -464041.781250 Penalty: 785.377502
	Iteration 22Q: 3 clusters Score -464041.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -464049.625000 Penalty: 785.377502
	Iteration 23Q: 3 clusters Score -464049.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -464058.625000 Penalty: 785.377502
	Iteration 24Q: 3 clusters Score -464058.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -464067.875000 Penalty: 785.377502
	Iteration 25Q: 3 clusters Score -464067.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -464073.875000 Penalty: 785.377502
	Iteration 26Q: 3 clusters Score -464073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -464077.468750 Penalty: 785.377502
	Iteration 27Q: 3 clusters Score -464077.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -464076.656250 Penalty: 785.377502
	Iteration 28Q: 3 clusters Score -464076.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -464086.156250 Penalty: 785.377502
	Iteration 29Q: 3 clusters Score -464086.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -464094.156250 Penalty: 785.377502
	Iteration 30Q: 3 clusters Score -464094.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -464099.500000 Penalty: 785.377502
	Iteration 31Q: 3 clusters Score -464099.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -464103.343750 Penalty: 785.377502
	Iteration 32Q: 3 clusters Score -464103.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -464109.906250 Penalty: 785.377502
	Iteration 33Q: 3 clusters Score -464109.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -464102.937500 Penalty: 785.377502
	Iteration 34Q: 3 clusters Score -464102.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -464105.531250 Penalty: 785.377502
	Iteration 35Q: 3 clusters Score -464105.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -464113.343750 Penalty: 785.377502
	Iteration 36Q: 3 clusters Score -464113.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -464111.437500 Penalty: 785.377502
	Iteration 37Q: 3 clusters Score -464111.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -464135.093750 Penalty: 785.377502
	Iteration 38Q: 3 clusters Score -464135.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -464147.031250 Penalty: 785.377502
	Iteration 39Q: 3 clusters Score -464147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -464148.593750 Penalty: 785.377502
	Iteration 40F: 3 clusters Score -464148.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -464154.625000 Penalty: 785.377502
	Iteration 41Q: 3 clusters Score -464154.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -464157.843750 Penalty: 785.377502
	Iteration 42Q: 3 clusters Score -464157.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -464162.218750 Penalty: 785.377502
	Iteration 43Q: 3 clusters Score -464162.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -464163.093750 Penalty: 785.377502
	Iteration 44Q: 3 clusters Score -464163.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -464158.406250 Penalty: 785.377502
	Iteration 45Q: 3 clusters Score -464158.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -464162.718750 Penalty: 785.377502
	Iteration 46Q: 3 clusters Score -464162.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -464165.812500 Penalty: 785.377502
	Iteration 47Q: 3 clusters Score -464165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -464163.656250 Penalty: 785.377502
	Iteration 48Q: 3 clusters Score -464163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -464166.156250 Penalty: 785.377502
	Iteration 49Q: 3 clusters Score -464166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -464161.062500 Penalty: 785.377502
	Iteration 50Q: 3 clusters Score -464161.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -464166.531250 Penalty: 785.377502
	Iteration 51Q: 3 clusters Score -464166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -464163.437500 Penalty: 785.377502
	Iteration 52Q: 3 clusters Score -464163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -464166.000000 Penalty: 785.377502
	Iteration 53Q: 3 clusters Score -464166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -464161.875000 Penalty: 785.377502
	Iteration 54Q: 3 clusters Score -464161.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -464164.781250 Penalty: 785.377502
	Iteration 55Q: 3 clusters Score -464164.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -464160.156250 Penalty: 785.377502
	Iteration 56Q: 3 clusters Score -464160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -464161.500000 Penalty: 785.377502
	Iteration 57Q: 3 clusters Score -464161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -464160.093750 Penalty: 785.377502
	Iteration 58Q: 3 clusters Score -464160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -464161.093750 Penalty: 785.377502
	Iteration 59Q: 3 clusters Score -464161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -464170.187500 Penalty: 785.377502
	Iteration 60F: 3 clusters Score -464170.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -464178.000000 Penalty: 785.377502
	Iteration 61Q: 3 clusters Score -464178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -464177.531250 Penalty: 785.377502
	Iteration 62Q: 3 clusters Score -464177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -464180.406250 Penalty: 785.377502
	Iteration 63Q: 3 clusters Score -464180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -464177.937500 Penalty: 785.377502
	Iteration 64Q: 3 clusters Score -464177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -464178.000000 Penalty: 785.377502
	Iteration 65Q: 3 clusters Score -464178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -464176.562500 Penalty: 785.377502
	Iteration 66Q: 3 clusters Score -464176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -464176.843750 Penalty: 785.377502
	Iteration 67Q: 3 clusters Score -464176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -464176.843750 Penalty: 785.377502
	Iteration 68F: 3 clusters Score -464176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -154462.765625 Penalty: 349.173950
	Iteration 0F: 2 clusters Score -154462.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152920.031250 Penalty: 698.347900
	Iteration 0F: 3 clusters Score -152920 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -153470.234375 Penalty: 698.347900
	Iteration 1F: 3 clusters Score -153470.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -153579.078125 Penalty: 698.347900
	Iteration 2F: 3 clusters Score -153579.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -153674.125000 Penalty: 698.347900
	Iteration 3F: 3 clusters Score -153674.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -153750.875000 Penalty: 698.347900
	Iteration 4Q: 3 clusters Score -153750.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -153827.640625 Penalty: 698.347900
	Iteration 5F: 3 clusters Score -153827.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -153890.312500 Penalty: 698.347900
	Iteration 6Q: 3 clusters Score -153890.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153938.468750 Penalty: 698.347900
	Iteration 7Q: 3 clusters Score -153938.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -153977.687500 Penalty: 698.347900
	Iteration 8Q: 3 clusters Score -153977.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -154011.640625 Penalty: 698.347900
	Iteration 9Q: 3 clusters Score -154011.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -154041.687500 Penalty: 698.347900
	Iteration 10Q: 3 clusters Score -154041.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -154054.828125 Penalty: 698.347900
	Iteration 11Q: 3 clusters Score -154054.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -154063.750000 Penalty: 698.347900
	Iteration 12Q: 3 clusters Score -154063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -154068.656250 Penalty: 698.347900
	Iteration 13Q: 3 clusters Score -154068.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -154075.500000 Penalty: 698.347900
	Iteration 14Q: 3 clusters Score -154075.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -154082.734375 Penalty: 698.347900
	Iteration 15Q: 3 clusters Score -154082.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -154087.078125 Penalty: 698.347900
	Iteration 16Q: 3 clusters Score -154087.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -154090.953125 Penalty: 698.347900
	Iteration 17Q: 3 clusters Score -154091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -154092.046875 Penalty: 698.347900
	Iteration 18Q: 3 clusters Score -154092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -154092.671875 Penalty: 698.347900
	Iteration 19Q: 3 clusters Score -154092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -154093.015625 Penalty: 698.347900
	Iteration 20F: 3 clusters Score -154093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -154093.765625 Penalty: 698.347900
	Iteration 21Q: 3 clusters Score -154093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -154094.781250 Penalty: 698.347900
	Iteration 22Q: 3 clusters Score -154094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154095.062500 Penalty: 698.347900
	Iteration 23Q: 3 clusters Score -154095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154095.062500 Penalty: 698.347900
	Iteration 24F: 3 clusters Score -154095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -15097.419922 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -15097.42 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 178 members 
Entering Unmasked Estep 
Score: -14728.004883 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -14728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14866.106445 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -14866.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14918.821289 Penalty: 533.071899
	Iteration 2F: 3 clusters Score -14918.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -14949.550781 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -14949.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14990.198242 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -14990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15002.153320 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -15002.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15003.855469 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -15003.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15004.905273 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -15004.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15008.845703 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -15008.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15009.452148 Penalty: 533.071899
	Iteration 9Q: 3 clusters Score -15009.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15010.668945 Penalty: 533.071899
	Iteration 10Q: 3 clusters Score -15010.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15010.668945 Penalty: 533.071899
	Iteration 11F: 3 clusters Score -15010.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -24387.759766 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -24387.76 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 202 members 
Entering Unmasked Estep 
Score: -23948.705078 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -23948.71 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24077.960938 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -24077.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24146.884766 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -24146.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24215.509766 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -24215.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24257.636719 Penalty: 545.450500
	Iteration 4F: 3 clusters Score -24257.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24273.654297 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -24273.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24279.462891 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -24279.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24283.814453 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -24283.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24286.947266 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -24286.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24286.947266 Penalty: 545.450500
	Iteration 9F: 3 clusters Score -24286.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -125594.031250 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -125594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -124353.789062 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -124353.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -124873.132812 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -124873.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -125007.468750 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -125007.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -125090.773438 Penalty: 678.799805
	Iteration 3F: 3 clusters Score -125090.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -125167.804688 Penalty: 678.799805
	Iteration 4F: 3 clusters Score -125167.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -125224.734375 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -125224.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -125264.359375 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -125264.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -125295.164062 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -125295.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -125316.320312 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -125316.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -125342.632812 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -125342.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -125354.546875 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -125354.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -125365.195312 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -125365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -125371.632812 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -125371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -125383.265625 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -125383.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -125390.398438 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -125390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -125395.593750 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -125395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -125397.835938 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -125397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -125400.289062 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -125400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -125401.625000 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -125401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -125405.320312 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -125405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -125407.578125 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -125407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -125408.093750 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -125408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -125408.804688 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -125408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -125409.328125 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -125409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -125409.328125 Penalty: 678.799805
	Iteration 24F: 3 clusters Score -125409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -10492.708008 Penalty: 245.202774
	Iteration 0F: 2 clusters Score -10492.71 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 104 members 
Entering Unmasked Estep 
Score: -10225.625000 Penalty: 490.405548
	Iteration 0F: 3 clusters Score -10225.62 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10298.776367 Penalty: 490.405548
	Iteration 1F: 3 clusters Score -10298.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10339.946289 Penalty: 490.405548
	Iteration 2F: 3 clusters Score -10339.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10376.803711 Penalty: 490.405548
	Iteration 3Q: 3 clusters Score -10376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10385.993164 Penalty: 490.405548
	Iteration 4Q: 3 clusters Score -10385.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10390.134766 Penalty: 490.405548
	Iteration 5Q: 3 clusters Score -10390.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10392.651367 Penalty: 490.405548
	Iteration 6Q: 3 clusters Score -10392.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10397.045898 Penalty: 490.405548
	Iteration 7Q: 3 clusters Score -10397.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10398.020508 Penalty: 490.405548
	Iteration 8Q: 3 clusters Score -10398.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10398.020508 Penalty: 490.405548
	Iteration 9F: 3 clusters Score -10398.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 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 121 members 
Entering Unmasked Estep 
Score: -14508.679688 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14508.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14554.338867 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14554.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14575.649414 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14575.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14591.738281 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14591.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14603.671875 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14603.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14607.981445 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14607.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14611.092773 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14611.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14611.700195 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14611.700195 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -14611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -698505.687500 Penalty: 411.557953
	Iteration 0F: 2 clusters Score -698505.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -692888.812500 Penalty: 823.115906
	Iteration 0F: 3 clusters Score -692888.8 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -695022.187500 Penalty: 823.115906
	Iteration 1F: 3 clusters Score -695022.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -695178.500000 Penalty: 823.115906
	Iteration 2Q: 3 clusters Score -695178.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -695376.812500 Penalty: 823.115906
	Iteration 3Q: 3 clusters Score -695376.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -695628.000000 Penalty: 823.115906
	Iteration 4F: 3 clusters Score -695628 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -695946.437500 Penalty: 823.115906
	Iteration 5F: 3 clusters Score -695946.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -696295.375000 Penalty: 823.115906
	Iteration 6F: 3 clusters Score -696295.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -696583.375000 Penalty: 823.115906
	Iteration 7F: 3 clusters Score -696583.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -696774.500000 Penalty: 823.115906
	Iteration 8Q: 3 clusters Score -696774.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -696911.062500 Penalty: 823.115906
	Iteration 9Q: 3 clusters Score -696911.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -696991.812500 Penalty: 823.115906
	Iteration 10Q: 3 clusters Score -696991.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -697090.625000 Penalty: 823.115906
	Iteration 11Q: 3 clusters Score -697090.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -697152.437500 Penalty: 823.115906
	Iteration 12Q: 3 clusters Score -697152.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -697226.062500 Penalty: 823.115906
	Iteration 13Q: 3 clusters Score -697226.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -697309.937500 Penalty: 823.115906
	Iteration 14Q: 3 clusters Score -697309.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -697414.000000 Penalty: 823.115906
	Iteration 15Q: 3 clusters Score -697414 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -697546.187500 Penalty: 823.115906
	Iteration 16Q: 3 clusters Score -697546.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -697639.812500 Penalty: 823.115906
	Iteration 17Q: 3 clusters Score -697639.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -697742.750000 Penalty: 823.115906
	Iteration 18Q: 3 clusters Score -697742.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -697849.312500 Penalty: 823.115906
	Iteration 19Q: 3 clusters Score -697849.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -697912.875000 Penalty: 823.115906
	Iteration 20F: 3 clusters Score -697912.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -697981.687500 Penalty: 823.115906
	Iteration 21Q: 3 clusters Score -697981.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -698036.687500 Penalty: 823.115906
	Iteration 22Q: 3 clusters Score -698036.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -698068.625000 Penalty: 823.115906
	Iteration 23Q: 3 clusters Score -698068.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -698083.562500 Penalty: 823.115906
	Iteration 24Q: 3 clusters Score -698083.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -698094.812500 Penalty: 823.115906
	Iteration 25Q: 3 clusters Score -698094.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -698093.937500 Penalty: 823.115906
	Iteration 26Q: 3 clusters Score -698093.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -698106.000000 Penalty: 823.115906
	Iteration 27Q: 3 clusters Score -698106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -698116.937500 Penalty: 823.115906
	Iteration 28Q: 3 clusters Score -698116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -698123.312500 Penalty: 823.115906
	Iteration 29Q: 3 clusters Score -698123.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -698125.500000 Penalty: 823.115906
	Iteration 30Q: 3 clusters Score -698125.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -698123.937500 Penalty: 823.115906
	Iteration 31Q: 3 clusters Score -698123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -698129.687500 Penalty: 823.115906
	Iteration 32Q: 3 clusters Score -698129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -698131.812500 Penalty: 823.115906
	Iteration 33Q: 3 clusters Score -698131.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -698129.437500 Penalty: 823.115906
	Iteration 34Q: 3 clusters Score -698129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -698131.562500 Penalty: 823.115906
	Iteration 35Q: 3 clusters Score -698131.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -698131.750000 Penalty: 823.115906
	Iteration 36Q: 3 clusters Score -698131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -698131.937500 Penalty: 823.115906
	Iteration 37Q: 3 clusters Score -698131.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -698134.250000 Penalty: 823.115906
	Iteration 38Q: 3 clusters Score -698134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -698131.750000 Penalty: 823.115906
	Iteration 39Q: 3 clusters Score -698131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -698138.062500 Penalty: 823.115906
	Iteration 40F: 3 clusters Score -698138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -698134.687500 Penalty: 823.115906
	Iteration 41Q: 3 clusters Score -698134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -698134.625000 Penalty: 823.115906
	Iteration 42Q: 3 clusters Score -698134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -698134.437500 Penalty: 823.115906
	Iteration 43Q: 3 clusters Score -698134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -698137.375000 Penalty: 823.115906
	Iteration 44Q: 3 clusters Score -698137.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -698133.312500 Penalty: 823.115906
	Iteration 45Q: 3 clusters Score -698133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -698135.562500 Penalty: 823.115906
	Iteration 46Q: 3 clusters Score -698135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -698132.750000 Penalty: 823.115906
	Iteration 47Q: 3 clusters Score -698132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -698132.750000 Penalty: 823.115906
	Iteration 48F: 3 clusters Score -698132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -13969.660156 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -13969.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13708.986328 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -13708.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13809.473633 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -13809.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13829.788086 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -13829.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13840.015625 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -13840.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13851.600586 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -13851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13852.204102 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -13852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13852.204102 Penalty: 489.150330
	Iteration 6F: 3 clusters Score -13852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Entering Unmasked Estep 
Score: -499670.468750 Penalty: 397.010590
	Iteration 0F: 2 clusters Score -499670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -495485.031250 Penalty: 794.021179
	Iteration 0F: 3 clusters Score -495485 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -497091.875000 Penalty: 794.021179
	Iteration 1F: 3 clusters Score -497091.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -497214.062500 Penalty: 794.021179
	Iteration 2F: 3 clusters Score -497214.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -497341.968750 Penalty: 794.021179
	Iteration 3Q: 3 clusters Score -497342 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -497516.468750 Penalty: 794.021179
	Iteration 4Q: 3 clusters Score -497516.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -497805.968750 Penalty: 794.021179
	Iteration 5F: 3 clusters Score -497806 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -498112.906250 Penalty: 794.021179
	Iteration 6F: 3 clusters Score -498112.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -498337.781250 Penalty: 794.021179
	Iteration 7F: 3 clusters Score -498337.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -498441.875000 Penalty: 794.021179
	Iteration 8Q: 3 clusters Score -498441.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -498495.093750 Penalty: 794.021179
	Iteration 9Q: 3 clusters Score -498495.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -498537.031250 Penalty: 794.021179
	Iteration 10Q: 3 clusters Score -498537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -498569.218750 Penalty: 794.021179
	Iteration 11Q: 3 clusters Score -498569.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -498599.250000 Penalty: 794.021179
	Iteration 12Q: 3 clusters Score -498599.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -498648.031250 Penalty: 794.021179
	Iteration 13Q: 3 clusters Score -498648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -498704.281250 Penalty: 794.021179
	Iteration 14Q: 3 clusters Score -498704.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -498760.937500 Penalty: 794.021179
	Iteration 15Q: 3 clusters Score -498760.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -498820.562500 Penalty: 794.021179
	Iteration 16Q: 3 clusters Score -498820.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -498872.843750 Penalty: 794.021179
	Iteration 17Q: 3 clusters Score -498872.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -498927.656250 Penalty: 794.021179
	Iteration 18Q: 3 clusters Score -498927.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -498979.625000 Penalty: 794.021179
	Iteration 19Q: 3 clusters Score -498979.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -499011.000000 Penalty: 794.021179
	Iteration 20F: 3 clusters Score -499011 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -499029.656250 Penalty: 794.021179
	Iteration 21Q: 3 clusters Score -499029.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -499042.437500 Penalty: 794.021179
	Iteration 22Q: 3 clusters Score -499042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -499064.156250 Penalty: 794.021179
	Iteration 23Q: 3 clusters Score -499064.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -499089.406250 Penalty: 794.021179
	Iteration 24Q: 3 clusters Score -499089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -499110.406250 Penalty: 794.021179
	Iteration 25Q: 3 clusters Score -499110.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -499130.500000 Penalty: 794.021179
	Iteration 26Q: 3 clusters Score -499130.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -499155.281250 Penalty: 794.021179
	Iteration 27Q: 3 clusters Score -499155.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -499181.125000 Penalty: 794.021179
	Iteration 28Q: 3 clusters Score -499181.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -499200.968750 Penalty: 794.021179
	Iteration 29Q: 3 clusters Score -499201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -499216.937500 Penalty: 794.021179
	Iteration 30Q: 3 clusters Score -499216.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -499231.375000 Penalty: 794.021179
	Iteration 31Q: 3 clusters Score -499231.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -499245.812500 Penalty: 794.021179
	Iteration 32Q: 3 clusters Score -499245.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -499253.156250 Penalty: 794.021179
	Iteration 33Q: 3 clusters Score -499253.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -499255.375000 Penalty: 794.021179
	Iteration 34Q: 3 clusters Score -499255.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -499259.562500 Penalty: 794.021179
	Iteration 35Q: 3 clusters Score -499259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -499262.750000 Penalty: 794.021179
	Iteration 36Q: 3 clusters Score -499262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499265.468750 Penalty: 794.021179
	Iteration 37Q: 3 clusters Score -499265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -499266.687500 Penalty: 794.021179
	Iteration 38Q: 3 clusters Score -499266.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -499269.031250 Penalty: 794.021179
	Iteration 39Q: 3 clusters Score -499269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -499269.625000 Penalty: 794.021179
	Iteration 40F: 3 clusters Score -499269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -499270.656250 Penalty: 794.021179
	Iteration 41Q: 3 clusters Score -499270.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -499275.062500 Penalty: 794.021179
	Iteration 42Q: 3 clusters Score -499275.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -499280.718750 Penalty: 794.021179
	Iteration 43Q: 3 clusters Score -499280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -499285.718750 Penalty: 794.021179
	Iteration 44Q: 3 clusters Score -499285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -499287.375000 Penalty: 794.021179
	Iteration 45Q: 3 clusters Score -499287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -499289.468750 Penalty: 794.021179
	Iteration 46Q: 3 clusters Score -499289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -499294.031250 Penalty: 794.021179
	Iteration 47Q: 3 clusters Score -499294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -499293.906250 Penalty: 794.021179
	Iteration 48Q: 3 clusters Score -499293.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -499295.312500 Penalty: 794.021179
	Iteration 49Q: 3 clusters Score -499295.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -499296.218750 Penalty: 794.021179
	Iteration 50Q: 3 clusters Score -499296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -499297.375000 Penalty: 794.021179
	Iteration 51Q: 3 clusters Score -499297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -499298.187500 Penalty: 794.021179
	Iteration 52Q: 3 clusters Score -499298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -499299.500000 Penalty: 794.021179
	Iteration 53Q: 3 clusters Score -499299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -499299.593750 Penalty: 794.021179
	Iteration 54Q: 3 clusters Score -499299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -499301.468750 Penalty: 794.021179
	Iteration 55Q: 3 clusters Score -499301.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -499302.218750 Penalty: 794.021179
	Iteration 56Q: 3 clusters Score -499302.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -499302.781250 Penalty: 794.021179
	Iteration 57Q: 3 clusters Score -499302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -499304.031250 Penalty: 794.021179
	Iteration 58Q: 3 clusters Score -499304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -499304.812500 Penalty: 794.021179
	Iteration 59Q: 3 clusters Score -499304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -499307.218750 Penalty: 794.021179
	Iteration 60F: 3 clusters Score -499307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -499307.343750 Penalty: 794.021179
	Iteration 61Q: 3 clusters Score -499307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -499308.187500 Penalty: 794.021179
	Iteration 62Q: 3 clusters Score -499308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -499309.625000 Penalty: 794.021179
	Iteration 63Q: 3 clusters Score -499309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -499309.750000 Penalty: 794.021179
	Iteration 64Q: 3 clusters Score -499309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -499312.562500 Penalty: 794.021179
	Iteration 65Q: 3 clusters Score -499312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -499312.687500 Penalty: 794.021179
	Iteration 66Q: 3 clusters Score -499312.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -499313.500000 Penalty: 794.021179
	Iteration 67Q: 3 clusters Score -499313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -499314.468750 Penalty: 794.021179
	Iteration 68Q: 3 clusters Score -499314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -499314.937500 Penalty: 794.021179
	Iteration 69Q: 3 clusters Score -499314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -499315.843750 Penalty: 794.021179
	Iteration 70Q: 3 clusters Score -499315.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -499317.437500 Penalty: 794.021179
	Iteration 71Q: 3 clusters Score -499317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -499318.281250 Penalty: 794.021179
	Iteration 72Q: 3 clusters Score -499318.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -499318.718750 Penalty: 794.021179
	Iteration 73Q: 3 clusters Score -499318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -499320.625000 Penalty: 794.021179
	Iteration 74Q: 3 clusters Score -499320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -499321.375000 Penalty: 794.021179
	Iteration 75Q: 3 clusters Score -499321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -499323.343750 Penalty: 794.021179
	Iteration 76Q: 3 clusters Score -499323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -499323.718750 Penalty: 794.021179
	Iteration 77Q: 3 clusters Score -499323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -499325.312500 Penalty: 794.021179
	Iteration 78Q: 3 clusters Score -499325.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -499324.875000 Penalty: 794.021179
	Iteration 79Q: 3 clusters Score -499324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -499326.156250 Penalty: 794.021179
	Iteration 80F: 3 clusters Score -499326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -499326.031250 Penalty: 794.021179
	Iteration 81Q: 3 clusters Score -499326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -499326.656250 Penalty: 794.021179
	Iteration 82Q: 3 clusters Score -499326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -499327.875000 Penalty: 794.021179
	Iteration 83Q: 3 clusters Score -499327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -499327.562500 Penalty: 794.021179
	Iteration 84Q: 3 clusters Score -499327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -499328.156250 Penalty: 794.021179
	Iteration 85Q: 3 clusters Score -499328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -499328.843750 Penalty: 794.021179
	Iteration 86Q: 3 clusters Score -499328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -499328.843750 Penalty: 794.021179
	Iteration 87F: 3 clusters Score -499328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -298364.406250 Penalty: 372.962952
	Iteration 0F: 2 clusters Score -298364.4 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 1850 members 
Entering Unmasked Estep 
Score: -295919.062500 Penalty: 745.925903
	Iteration 0F: 3 clusters Score -295919.1 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -296728.718750 Penalty: 745.925903
	Iteration 1F: 3 clusters Score -296728.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -296845.656250 Penalty: 745.925903
	Iteration 2F: 3 clusters Score -296845.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -296951.500000 Penalty: 745.925903
	Iteration 3F: 3 clusters Score -296951.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -297051.968750 Penalty: 745.925903
	Iteration 4F: 3 clusters Score -297052 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -297172.187500 Penalty: 745.925903
	Iteration 5F: 3 clusters Score -297172.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -297312.468750 Penalty: 745.925903
	Iteration 6F: 3 clusters Score -297312.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -297505.343750 Penalty: 745.925903
	Iteration 7F: 3 clusters Score -297505.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -297673.593750 Penalty: 745.925903
	Iteration 8F: 3 clusters Score -297673.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -297813.250000 Penalty: 745.925903
	Iteration 9Q: 3 clusters Score -297813.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -297898.281250 Penalty: 745.925903
	Iteration 10Q: 3 clusters Score -297898.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -297949.593750 Penalty: 745.925903
	Iteration 11Q: 3 clusters Score -297949.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -297985.406250 Penalty: 745.925903
	Iteration 12Q: 3 clusters Score -297985.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -297997.843750 Penalty: 745.925903
	Iteration 13Q: 3 clusters Score -297997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -298009.000000 Penalty: 745.925903
	Iteration 14Q: 3 clusters Score -298009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -298014.062500 Penalty: 745.925903
	Iteration 15Q: 3 clusters Score -298014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -298022.562500 Penalty: 745.925903
	Iteration 16Q: 3 clusters Score -298022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -298028.437500 Penalty: 745.925903
	Iteration 17Q: 3 clusters Score -298028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -298036.187500 Penalty: 745.925903
	Iteration 18Q: 3 clusters Score -298036.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -298039.000000 Penalty: 745.925903
	Iteration 19Q: 3 clusters Score -298039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -298038.500000 Penalty: 745.925903
	Iteration 20F: 3 clusters Score -298038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -40025.632812 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -40025.63 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 256 members 
Entering Unmasked Estep 
Score: -39533.105469 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -39533.11 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39683.527344 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -39683.53 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39723.664062 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -39723.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39746.507812 Penalty: 571.686279
	Iteration 3Q: 3 clusters Score -39746.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39767.105469 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -39767.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -39779.921875 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -39779.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39789.289062 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -39789.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -39799.960938 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -39799.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -39806.906250 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -39806.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -39816.921875 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -39816.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -39827.644531 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -39827.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -39834.425781 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -39834.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -39838.066406 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -39838.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -39840.667969 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -39840.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -39841.203125 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -39841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -39842.597656 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -39842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -39843.425781 Penalty: 571.686279
	Iteration 16Q: 3 clusters Score -39843.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -39844.156250 Penalty: 571.686279
	Iteration 17Q: 3 clusters Score -39844.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -39844.566406 Penalty: 571.686279
	Iteration 18Q: 3 clusters Score -39844.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -39844.566406 Penalty: 571.686279
	Iteration 19F: 3 clusters Score -39844.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -9813.150391 Penalty: 238.978455
	Iteration 0F: 2 clusters Score -9813.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9565.060547 Penalty: 477.956909
	Iteration 0F: 3 clusters Score -9565.061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9731.211914 Penalty: 477.956909
	Iteration 1F: 3 clusters Score -9731.212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9770.889648 Penalty: 477.956909
	Iteration 2F: 3 clusters Score -9770.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9773.859375 Penalty: 477.956909
	Iteration 3Q: 3 clusters Score -9773.859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9791.393555 Penalty: 477.956909
	Iteration 4Q: 3 clusters Score -9791.394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9795.663086 Penalty: 477.956909
	Iteration 5Q: 3 clusters Score -9795.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9797.543945 Penalty: 477.956909
	Iteration 6Q: 3 clusters Score -9797.544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9797.543945 Penalty: 477.956909
	Iteration 7F: 3 clusters Score -9797.544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -1369579.125000 Penalty: 443.104218
	Iteration 0F: 2 clusters Score -1369579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1358382.000000 Penalty: 886.208435
	Iteration 0F: 3 clusters Score -1358382 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1362782.750000 Penalty: 886.208435
	Iteration 1F: 3 clusters Score -1362783 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1363053.625000 Penalty: 886.208435
	Iteration 2Q: 3 clusters Score -1363054 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1363374.000000 Penalty: 886.208435
	Iteration 3F: 3 clusters Score -1363374 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1363745.000000 Penalty: 886.208435
	Iteration 4Q: 3 clusters Score -1363745 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1364247.375000 Penalty: 886.208435
	Iteration 5F: 3 clusters Score -1364247 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1364944.000000 Penalty: 886.208435
	Iteration 6F: 3 clusters Score -1364944 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1365858.250000 Penalty: 886.208435
	Iteration 7F: 3 clusters Score -1365858 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1366602.500000 Penalty: 886.208435
	Iteration 8F: 3 clusters Score -1366602 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1366993.000000 Penalty: 886.208435
	Iteration 9Q: 3 clusters Score -1366993 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1367280.250000 Penalty: 886.208435
	Iteration 10Q: 3 clusters Score -1367280 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1367586.000000 Penalty: 886.208435
	Iteration 11Q: 3 clusters Score -1367586 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1367882.125000 Penalty: 886.208435
	Iteration 12Q: 3 clusters Score -1367882 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1368115.625000 Penalty: 886.208435
	Iteration 13Q: 3 clusters Score -1368116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1368263.000000 Penalty: 886.208435
	Iteration 14Q: 3 clusters Score -1368263 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1368361.000000 Penalty: 886.208435
	Iteration 15Q: 3 clusters Score -1368361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1368425.375000 Penalty: 886.208435
	Iteration 16Q: 3 clusters Score -1368425 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1368457.250000 Penalty: 886.208435
	Iteration 17Q: 3 clusters Score -1368457 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1368476.625000 Penalty: 886.208435
	Iteration 18Q: 3 clusters Score -1368477 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1368488.500000 Penalty: 886.208435
	Iteration 19Q: 3 clusters Score -1368488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1368496.250000 Penalty: 886.208435
	Iteration 20F: 3 clusters Score -1368496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1368504.125000 Penalty: 886.208435
	Iteration 21Q: 3 clusters Score -1368504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1368505.375000 Penalty: 886.208435
	Iteration 22Q: 3 clusters Score -1368505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1368507.875000 Penalty: 886.208435
	Iteration 23Q: 3 clusters Score -1368508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1368509.125000 Penalty: 886.208435
	Iteration 24Q: 3 clusters Score -1368509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1368508.500000 Penalty: 886.208435
	Iteration 25Q: 3 clusters Score -1368508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1368509.500000 Penalty: 886.208435
	Iteration 26Q: 3 clusters Score -1368510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1368511.500000 Penalty: 886.208435
	Iteration 27Q: 3 clusters Score -1368512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1368511.375000 Penalty: 886.208435
	Iteration 28Q: 3 clusters Score -1368511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1368511.250000 Penalty: 886.208435
	Iteration 29Q: 3 clusters Score -1368511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1368511.750000 Penalty: 886.208435
	Iteration 30Q: 3 clusters Score -1368512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1368513.000000 Penalty: 886.208435
	Iteration 31Q: 3 clusters Score -1368513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1368516.500000 Penalty: 886.208435
	Iteration 32Q: 3 clusters Score -1368516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1368518.500000 Penalty: 886.208435
	Iteration 33Q: 3 clusters Score -1368518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1368521.250000 Penalty: 886.208435
	Iteration 34Q: 3 clusters Score -1368521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1368520.375000 Penalty: 886.208435
	Iteration 35Q: 3 clusters Score -1368520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1368520.375000 Penalty: 886.208435
	Iteration 36Q: 3 clusters Score -1368520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1368520.250000 Penalty: 886.208435
	Iteration 37Q: 3 clusters Score -1368520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1368522.375000 Penalty: 886.208435
	Iteration 38Q: 3 clusters Score -1368522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1368524.125000 Penalty: 886.208435
	Iteration 39Q: 3 clusters Score -1368524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1368522.500000 Penalty: 886.208435
	Iteration 40F: 3 clusters Score -1368522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1368524.125000 Penalty: 886.208435
	Iteration 41Q: 3 clusters Score -1368524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1368523.500000 Penalty: 886.208435
	Iteration 42Q: 3 clusters Score -1368524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1368524.875000 Penalty: 886.208435
	Iteration 43Q: 3 clusters Score -1368525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1368522.625000 Penalty: 886.208435
	Iteration 44Q: 3 clusters Score -1368523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1368522.250000 Penalty: 886.208435
	Iteration 45Q: 3 clusters Score -1368522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1368522.750000 Penalty: 886.208435
	Iteration 46Q: 3 clusters Score -1368523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1368528.125000 Penalty: 886.208435
	Iteration 47Q: 3 clusters Score -1368528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1368527.375000 Penalty: 886.208435
	Iteration 48Q: 3 clusters Score -1368527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1368526.125000 Penalty: 886.208435
	Iteration 49Q: 3 clusters Score -1368526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1368525.375000 Penalty: 886.208435
	Iteration 50Q: 3 clusters Score -1368525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1368526.750000 Penalty: 886.208435
	Iteration 51Q: 3 clusters Score -1368527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1368525.250000 Penalty: 886.208435
	Iteration 52Q: 3 clusters Score -1368525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1368524.750000 Penalty: 886.208435
	Iteration 53Q: 3 clusters Score -1368525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1368525.250000 Penalty: 886.208435
	Iteration 54Q: 3 clusters Score -1368525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1368525.250000 Penalty: 886.208435
	Iteration 55F: 3 clusters Score -1368525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (14524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Entering Unmasked Estep 
Score: -1186803.750000 Penalty: 436.051880
	Iteration 0F: 2 clusters Score -1186804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1177169.375000 Penalty: 872.103760
	Iteration 0F: 3 clusters Score -1177169 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1181906.750000 Penalty: 872.103760
	Iteration 1F: 3 clusters Score -1181907 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1183206.250000 Penalty: 872.103760
	Iteration 2F: 3 clusters Score -1183206 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1185055.125000 Penalty: 872.103760
	Iteration 3F: 3 clusters Score -1185055 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1186029.250000 Penalty: 872.103760
	Iteration 4F: 3 clusters Score -1186029 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1186256.000000 Penalty: 872.103760
	Iteration 5Q: 3 clusters Score -1186256 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1186347.250000 Penalty: 872.103760
	Iteration 6Q: 3 clusters Score -1186347 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1186383.375000 Penalty: 872.103760
	Iteration 7Q: 3 clusters Score -1186383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1186401.125000 Penalty: 872.103760
	Iteration 8Q: 3 clusters Score -1186401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1186416.625000 Penalty: 872.103760
	Iteration 9Q: 3 clusters Score -1186417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1186413.750000 Penalty: 872.103760
	Iteration 10Q: 3 clusters Score -1186414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1186414.375000 Penalty: 872.103760
	Iteration 11Q: 3 clusters Score -1186414 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1186422.500000 Penalty: 872.103760
	Iteration 12Q: 3 clusters Score -1186422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1186433.125000 Penalty: 872.103760
	Iteration 13Q: 3 clusters Score -1186433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1186430.875000 Penalty: 872.103760
	Iteration 14Q: 3 clusters Score -1186431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1186431.250000 Penalty: 872.103760
	Iteration 15Q: 3 clusters Score -1186431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1186429.750000 Penalty: 872.103760
	Iteration 16Q: 3 clusters Score -1186430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1186426.500000 Penalty: 872.103760
	Iteration 17Q: 3 clusters Score -1186426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1186426.375000 Penalty: 872.103760
	Iteration 18Q: 3 clusters Score -1186426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1186422.875000 Penalty: 872.103760
	Iteration 19Q: 3 clusters Score -1186423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1186422.375000 Penalty: 872.103760
	Iteration 20F: 3 clusters Score -1186422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1186415.125000 Penalty: 872.103760
	Iteration 21Q: 3 clusters Score -1186415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1186424.375000 Penalty: 872.103760
	Iteration 22Q: 3 clusters Score -1186424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1186424.750000 Penalty: 872.103760
	Iteration 23Q: 3 clusters Score -1186425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1186426.000000 Penalty: 872.103760
	Iteration 24Q: 3 clusters Score -1186426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1186427.625000 Penalty: 872.103760
	Iteration 25Q: 3 clusters Score -1186428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1186430.875000 Penalty: 872.103760
	Iteration 26Q: 3 clusters Score -1186431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1186428.000000 Penalty: 872.103760
	Iteration 27Q: 3 clusters Score -1186428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1186428.000000 Penalty: 872.103760
	Iteration 28F: 3 clusters Score -1186428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (20121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Entering Unmasked Estep 
Score: -1640629.250000 Penalty: 450.883118
	Iteration 0F: 2 clusters Score -1640629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1627202.750000 Penalty: 901.766235
	Iteration 0F: 3 clusters Score -1627203 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1632871.375000 Penalty: 901.766235
	Iteration 1F: 3 clusters Score -1632871 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1633193.750000 Penalty: 901.766235
	Iteration 2Q: 3 clusters Score -1633194 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1633721.500000 Penalty: 901.766235
	Iteration 3F: 3 clusters Score -1633722 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1634624.500000 Penalty: 901.766235
	Iteration 4F: 3 clusters Score -1634624 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1636007.625000 Penalty: 901.766235
	Iteration 5F: 3 clusters Score -1636008 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1637460.000000 Penalty: 901.766235
	Iteration 6F: 3 clusters Score -1637460 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1638419.625000 Penalty: 901.766235
	Iteration 7F: 3 clusters Score -1638420 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1638908.750000 Penalty: 901.766235
	Iteration 8Q: 3 clusters Score -1638909 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1639191.125000 Penalty: 901.766235
	Iteration 9Q: 3 clusters Score -1639191 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1639421.625000 Penalty: 901.766235
	Iteration 10Q: 3 clusters Score -1639422 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1639588.875000 Penalty: 901.766235
	Iteration 11Q: 3 clusters Score -1639589 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1639726.625000 Penalty: 901.766235
	Iteration 12Q: 3 clusters Score -1639727 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1639831.125000 Penalty: 901.766235
	Iteration 13Q: 3 clusters Score -1639831 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1639896.375000 Penalty: 901.766235
	Iteration 14Q: 3 clusters Score -1639896 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1639940.875000 Penalty: 901.766235
	Iteration 15Q: 3 clusters Score -1639941 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1639955.125000 Penalty: 901.766235
	Iteration 16Q: 3 clusters Score -1639955 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1639976.375000 Penalty: 901.766235
	Iteration 17Q: 3 clusters Score -1639976 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1639964.625000 Penalty: 901.766235
	Iteration 18Q: 3 clusters Score -1639965 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1639991.375000 Penalty: 901.766235
	Iteration 19Q: 3 clusters Score -1639991 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1640019.875000 Penalty: 901.766235
	Iteration 20F: 3 clusters Score -1640020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1640010.250000 Penalty: 901.766235
	Iteration 21Q: 3 clusters Score -1640010 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1640013.500000 Penalty: 901.766235
	Iteration 22Q: 3 clusters Score -1640014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1640010.500000 Penalty: 901.766235
	Iteration 23Q: 3 clusters Score -1640010 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1639992.375000 Penalty: 901.766235
	Iteration 24Q: 3 clusters Score -1639992 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1639996.875000 Penalty: 901.766235
	Iteration 25Q: 3 clusters Score -1639997 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1639988.750000 Penalty: 901.766235
	Iteration 26Q: 3 clusters Score -1639989 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1639959.625000 Penalty: 901.766235
	Iteration 27Q: 3 clusters Score -1639960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1639946.250000 Penalty: 901.766235
	Iteration 28Q: 3 clusters Score -1639946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1639924.250000 Penalty: 901.766235
	Iteration 29Q: 3 clusters Score -1639924 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1639911.375000 Penalty: 901.766235
	Iteration 30Q: 3 clusters Score -1639911 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1639919.375000 Penalty: 901.766235
	Iteration 31Q: 3 clusters Score -1639919 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1639913.875000 Penalty: 901.766235
	Iteration 32Q: 3 clusters Score -1639914 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1639908.250000 Penalty: 901.766235
	Iteration 33Q: 3 clusters Score -1639908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1639880.250000 Penalty: 901.766235
	Iteration 34Q: 3 clusters Score -1639880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1639872.625000 Penalty: 901.766235
	Iteration 35Q: 3 clusters Score -1639873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1639879.875000 Penalty: 901.766235
	Iteration 36Q: 3 clusters Score -1639880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1639863.250000 Penalty: 901.766235
	Iteration 37Q: 3 clusters Score -1639863 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1639857.625000 Penalty: 901.766235
	Iteration 38Q: 3 clusters Score -1639858 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1639856.500000 Penalty: 901.766235
	Iteration 39Q: 3 clusters Score -1639856 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1639885.750000 Penalty: 901.766235
	Iteration 40F: 3 clusters Score -1639886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1639846.250000 Penalty: 901.766235
	Iteration 41Q: 3 clusters Score -1639846 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1639870.625000 Penalty: 901.766235
	Iteration 42Q: 3 clusters Score -1639871 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1639866.875000 Penalty: 901.766235
	Iteration 43Q: 3 clusters Score -1639867 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1639841.625000 Penalty: 901.766235
	Iteration 44Q: 3 clusters Score -1639842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1639834.875000 Penalty: 901.766235
	Iteration 45Q: 3 clusters Score -1639835 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1639860.625000 Penalty: 901.766235
	Iteration 46Q: 3 clusters Score -1639861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1639875.250000 Penalty: 901.766235
	Iteration 47Q: 3 clusters Score -1639875 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1639888.250000 Penalty: 901.766235
	Iteration 48Q: 3 clusters Score -1639888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1639895.250000 Penalty: 901.766235
	Iteration 49Q: 3 clusters Score -1639895 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1639894.250000 Penalty: 901.766235
	Iteration 50Q: 3 clusters Score -1639894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1639910.125000 Penalty: 901.766235
	Iteration 51Q: 3 clusters Score -1639910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1639918.250000 Penalty: 901.766235
	Iteration 52Q: 3 clusters Score -1639918 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1639924.375000 Penalty: 901.766235
	Iteration 53Q: 3 clusters Score -1639924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1639937.000000 Penalty: 901.766235
	Iteration 54Q: 3 clusters Score -1639937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1639937.750000 Penalty: 901.766235
	Iteration 55Q: 3 clusters Score -1639938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1639947.000000 Penalty: 901.766235
	Iteration 56Q: 3 clusters Score -1639947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1639953.875000 Penalty: 901.766235
	Iteration 57Q: 3 clusters Score -1639954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1639955.375000 Penalty: 901.766235
	Iteration 58Q: 3 clusters Score -1639955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1639955.625000 Penalty: 901.766235
	Iteration 59Q: 3 clusters Score -1639956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1639954.125000 Penalty: 901.766235
	Iteration 60F: 3 clusters Score -1639954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1639960.000000 Penalty: 901.766235
	Iteration 61Q: 3 clusters Score -1639960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1639959.375000 Penalty: 901.766235
	Iteration 62Q: 3 clusters Score -1639959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1639962.125000 Penalty: 901.766235
	Iteration 63Q: 3 clusters Score -1639962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1639958.875000 Penalty: 901.766235
	Iteration 64Q: 3 clusters Score -1639959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1639959.125000 Penalty: 901.766235
	Iteration 65Q: 3 clusters Score -1639959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1639960.500000 Penalty: 901.766235
	Iteration 66Q: 3 clusters Score -1639960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1639966.625000 Penalty: 901.766235
	Iteration 67Q: 3 clusters Score -1639967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1639964.625000 Penalty: 901.766235
	Iteration 68Q: 3 clusters Score -1639965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1639966.125000 Penalty: 901.766235
	Iteration 69Q: 3 clusters Score -1639966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1639967.875000 Penalty: 901.766235
	Iteration 70Q: 3 clusters Score -1639968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1639971.625000 Penalty: 901.766235
	Iteration 71Q: 3 clusters Score -1639972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1639966.875000 Penalty: 901.766235
	Iteration 72Q: 3 clusters Score -1639967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1639972.875000 Penalty: 901.766235
	Iteration 73Q: 3 clusters Score -1639973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1639981.250000 Penalty: 901.766235
	Iteration 74Q: 3 clusters Score -1639981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1639989.625000 Penalty: 901.766235
	Iteration 75Q: 3 clusters Score -1639990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1639986.000000 Penalty: 901.766235
	Iteration 76Q: 3 clusters Score -1639986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1639978.875000 Penalty: 901.766235
	Iteration 77Q: 3 clusters Score -1639979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1639983.125000 Penalty: 901.766235
	Iteration 78Q: 3 clusters Score -1639983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1639982.625000 Penalty: 901.766235
	Iteration 79Q: 3 clusters Score -1639983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1639983.000000 Penalty: 901.766235
	Iteration 80F: 3 clusters Score -1639983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1639982.125000 Penalty: 901.766235
	Iteration 81Q: 3 clusters Score -1639982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1640009.750000 Penalty: 901.766235
	Iteration 82Q: 3 clusters Score -1640010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1640017.250000 Penalty: 901.766235
	Iteration 83Q: 3 clusters Score -1640017 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1640005.750000 Penalty: 901.766235
	Iteration 84Q: 3 clusters Score -1640006 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1640003.125000 Penalty: 901.766235
	Iteration 85Q: 3 clusters Score -1640003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1640015.125000 Penalty: 901.766235
	Iteration 86Q: 3 clusters Score -1640015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1640029.625000 Penalty: 901.766235
	Iteration 87Q: 3 clusters Score -1640030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1640082.875000 Penalty: 901.766235
	Iteration 88Q: 3 clusters Score -1640083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1640120.625000 Penalty: 901.766235
	Iteration 89Q: 3 clusters Score -1640121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1640152.625000 Penalty: 901.766235
	Iteration 90Q: 3 clusters Score -1640153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1640164.250000 Penalty: 901.766235
	Iteration 91Q: 3 clusters Score -1640164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1640171.000000 Penalty: 901.766235
	Iteration 92Q: 3 clusters Score -1640171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1640181.875000 Penalty: 901.766235
	Iteration 93Q: 3 clusters Score -1640182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1640203.625000 Penalty: 901.766235
	Iteration 94Q: 3 clusters Score -1640204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1640213.000000 Penalty: 901.766235
	Iteration 95Q: 3 clusters Score -1640213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1640222.500000 Penalty: 901.766235
	Iteration 96Q: 3 clusters Score -1640222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1640224.375000 Penalty: 901.766235
	Iteration 97Q: 3 clusters Score -1640224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1640229.750000 Penalty: 901.766235
	Iteration 98Q: 3 clusters Score -1640230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1640229.875000 Penalty: 901.766235
	Iteration 99Q: 3 clusters Score -1640230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1640229.125000 Penalty: 901.766235
	Iteration 100F: 3 clusters Score -1640229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1640235.625000 Penalty: 901.766235
	Iteration 101Q: 3 clusters Score -1640236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1640242.000000 Penalty: 901.766235
	Iteration 102Q: 3 clusters Score -1640242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1640242.875000 Penalty: 901.766235
	Iteration 103Q: 3 clusters Score -1640243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1640244.500000 Penalty: 901.766235
	Iteration 104Q: 3 clusters Score -1640244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1640244.500000 Penalty: 901.766235
	Iteration 105F: 3 clusters Score -1640244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (21795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Entering Unmasked Estep 
Score: -1764447.000000 Penalty: 454.519348
	Iteration 0F: 2 clusters Score -1764447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1750171.750000 Penalty: 909.038696
	Iteration 0F: 3 clusters Score -1750172 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1756399.500000 Penalty: 909.038696
	Iteration 1F: 3 clusters Score -1756400 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1757289.875000 Penalty: 909.038696
	Iteration 2F: 3 clusters Score -1757290 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1758736.125000 Penalty: 909.038696
	Iteration 3F: 3 clusters Score -1758736 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1760500.750000 Penalty: 909.038696
	Iteration 4F: 3 clusters Score -1760501 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1762103.625000 Penalty: 909.038696
	Iteration 5F: 3 clusters Score -1762104 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1763195.750000 Penalty: 909.038696
	Iteration 6F: 3 clusters Score -1763196 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1763734.375000 Penalty: 909.038696
	Iteration 7Q: 3 clusters Score -1763734 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1763986.000000 Penalty: 909.038696
	Iteration 8Q: 3 clusters Score -1763986 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1764133.625000 Penalty: 909.038696
	Iteration 9Q: 3 clusters Score -1764134 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1764214.125000 Penalty: 909.038696
	Iteration 10Q: 3 clusters Score -1764214 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1764272.125000 Penalty: 909.038696
	Iteration 11Q: 3 clusters Score -1764272 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1764310.500000 Penalty: 909.038696
	Iteration 12Q: 3 clusters Score -1764310 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1764326.750000 Penalty: 909.038696
	Iteration 13Q: 3 clusters Score -1764327 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1764319.500000 Penalty: 909.038696
	Iteration 14Q: 3 clusters Score -1764320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1764320.375000 Penalty: 909.038696
	Iteration 15Q: 3 clusters Score -1764320 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1764320.500000 Penalty: 909.038696
	Iteration 16Q: 3 clusters Score -1764320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1764310.375000 Penalty: 909.038696
	Iteration 17Q: 3 clusters Score -1764310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1764304.750000 Penalty: 909.038696
	Iteration 18Q: 3 clusters Score -1764305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1764296.875000 Penalty: 909.038696
	Iteration 19Q: 3 clusters Score -1764297 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1764294.875000 Penalty: 909.038696
	Iteration 20F: 3 clusters Score -1764295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1764292.250000 Penalty: 909.038696
	Iteration 21Q: 3 clusters Score -1764292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -1764274.750000 Penalty: 909.038696
	Iteration 22Q: 3 clusters Score -1764275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1764279.625000 Penalty: 909.038696
	Iteration 23Q: 3 clusters Score -1764280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1764275.000000 Penalty: 909.038696
	Iteration 24Q: 3 clusters Score -1764275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1764281.125000 Penalty: 909.038696
	Iteration 25Q: 3 clusters Score -1764281 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1764261.750000 Penalty: 909.038696
	Iteration 26Q: 3 clusters Score -1764262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1764265.750000 Penalty: 909.038696
	Iteration 27Q: 3 clusters Score -1764266 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1764257.500000 Penalty: 909.038696
	Iteration 28Q: 3 clusters Score -1764258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1764256.125000 Penalty: 909.038696
	Iteration 29Q: 3 clusters Score -1764256 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1764256.375000 Penalty: 909.038696
	Iteration 30Q: 3 clusters Score -1764256 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1764262.500000 Penalty: 909.038696
	Iteration 31Q: 3 clusters Score -1764262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1764262.000000 Penalty: 909.038696
	Iteration 32Q: 3 clusters Score -1764262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1764268.125000 Penalty: 909.038696
	Iteration 33Q: 3 clusters Score -1764268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1764265.375000 Penalty: 909.038696
	Iteration 34Q: 3 clusters Score -1764265 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1764275.000000 Penalty: 909.038696
	Iteration 35Q: 3 clusters Score -1764275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1764288.250000 Penalty: 909.038696
	Iteration 36Q: 3 clusters Score -1764288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1764321.500000 Penalty: 909.038696
	Iteration 37Q: 3 clusters Score -1764322 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1764316.750000 Penalty: 909.038696
	Iteration 38Q: 3 clusters Score -1764317 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1764312.250000 Penalty: 909.038696
	Iteration 39Q: 3 clusters Score -1764312 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1764315.375000 Penalty: 909.038696
	Iteration 40F: 3 clusters Score -1764315 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1764321.125000 Penalty: 909.038696
	Iteration 41Q: 3 clusters Score -1764321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1764314.875000 Penalty: 909.038696
	Iteration 42Q: 3 clusters Score -1764315 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1764324.500000 Penalty: 909.038696
	Iteration 43Q: 3 clusters Score -1764324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1764314.000000 Penalty: 909.038696
	Iteration 44Q: 3 clusters Score -1764314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1764331.750000 Penalty: 909.038696
	Iteration 45Q: 3 clusters Score -1764332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1764328.250000 Penalty: 909.038696
	Iteration 46Q: 3 clusters Score -1764328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1764343.875000 Penalty: 909.038696
	Iteration 47Q: 3 clusters Score -1764344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1764349.000000 Penalty: 909.038696
	Iteration 48Q: 3 clusters Score -1764349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1764345.875000 Penalty: 909.038696
	Iteration 49Q: 3 clusters Score -1764346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1764353.125000 Penalty: 909.038696
	Iteration 50Q: 3 clusters Score -1764353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1764352.625000 Penalty: 909.038696
	Iteration 51Q: 3 clusters Score -1764353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1764356.250000 Penalty: 909.038696
	Iteration 52Q: 3 clusters Score -1764356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1764348.750000 Penalty: 909.038696
	Iteration 53Q: 3 clusters Score -1764349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1764354.250000 Penalty: 909.038696
	Iteration 54Q: 3 clusters Score -1764354 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1764343.250000 Penalty: 909.038696
	Iteration 55Q: 3 clusters Score -1764343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1764352.875000 Penalty: 909.038696
	Iteration 56Q: 3 clusters Score -1764353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1764357.625000 Penalty: 909.038696
	Iteration 57Q: 3 clusters Score -1764358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1764352.375000 Penalty: 909.038696
	Iteration 58Q: 3 clusters Score -1764352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1764359.250000 Penalty: 909.038696
	Iteration 59Q: 3 clusters Score -1764359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1764354.500000 Penalty: 909.038696
	Iteration 60F: 3 clusters Score -1764354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1764356.875000 Penalty: 909.038696
	Iteration 61Q: 3 clusters Score -1764357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1764357.250000 Penalty: 909.038696
	Iteration 62Q: 3 clusters Score -1764357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1764349.500000 Penalty: 909.038696
	Iteration 63Q: 3 clusters Score -1764350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1764350.500000 Penalty: 909.038696
	Iteration 64Q: 3 clusters Score -1764350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1764348.250000 Penalty: 909.038696
	Iteration 65Q: 3 clusters Score -1764348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1764350.250000 Penalty: 909.038696
	Iteration 66Q: 3 clusters Score -1764350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1764350.125000 Penalty: 909.038696
	Iteration 67Q: 3 clusters Score -1764350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1764351.125000 Penalty: 909.038696
	Iteration 68Q: 3 clusters Score -1764351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1764352.625000 Penalty: 909.038696
	Iteration 69Q: 3 clusters Score -1764353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1764353.875000 Penalty: 909.038696
	Iteration 70Q: 3 clusters Score -1764354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1764356.125000 Penalty: 909.038696
	Iteration 71Q: 3 clusters Score -1764356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1764355.000000 Penalty: 909.038696
	Iteration 72Q: 3 clusters Score -1764355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1764358.500000 Penalty: 909.038696
	Iteration 73Q: 3 clusters Score -1764358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1764356.625000 Penalty: 909.038696
	Iteration 74Q: 3 clusters Score -1764357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1764355.750000 Penalty: 909.038696
	Iteration 75Q: 3 clusters Score -1764356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1764355.625000 Penalty: 909.038696
	Iteration 76Q: 3 clusters Score -1764356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1764357.000000 Penalty: 909.038696
	Iteration 77Q: 3 clusters Score -1764357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1764355.500000 Penalty: 909.038696
	Iteration 78Q: 3 clusters Score -1764356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1764354.250000 Penalty: 909.038696
	Iteration 79Q: 3 clusters Score -1764354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1764350.875000 Penalty: 909.038696
	Iteration 80F: 3 clusters Score -1764351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1764352.750000 Penalty: 909.038696
	Iteration 81Q: 3 clusters Score -1764353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1764351.250000 Penalty: 909.038696
	Iteration 82Q: 3 clusters Score -1764351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1764356.000000 Penalty: 909.038696
	Iteration 83Q: 3 clusters Score -1764356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1764352.125000 Penalty: 909.038696
	Iteration 84Q: 3 clusters Score -1764352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1764350.375000 Penalty: 909.038696
	Iteration 85Q: 3 clusters Score -1764350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1764348.250000 Penalty: 909.038696
	Iteration 86Q: 3 clusters Score -1764348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1764350.000000 Penalty: 909.038696
	Iteration 87Q: 3 clusters Score -1764350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1764346.375000 Penalty: 909.038696
	Iteration 88Q: 3 clusters Score -1764346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1764348.375000 Penalty: 909.038696
	Iteration 89Q: 3 clusters Score -1764348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1764350.875000 Penalty: 909.038696
	Iteration 90Q: 3 clusters Score -1764351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1764349.750000 Penalty: 909.038696
	Iteration 91Q: 3 clusters Score -1764350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1764345.500000 Penalty: 909.038696
	Iteration 92Q: 3 clusters Score -1764346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1764344.500000 Penalty: 909.038696
	Iteration 93Q: 3 clusters Score -1764344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1764343.375000 Penalty: 909.038696
	Iteration 94Q: 3 clusters Score -1764343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1764345.750000 Penalty: 909.038696
	Iteration 95Q: 3 clusters Score -1764346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1764344.500000 Penalty: 909.038696
	Iteration 96Q: 3 clusters Score -1764344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1764345.125000 Penalty: 909.038696
	Iteration 97Q: 3 clusters Score -1764345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1764345.750000 Penalty: 909.038696
	Iteration 98Q: 3 clusters Score -1764346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1764348.625000 Penalty: 909.038696
	Iteration 99Q: 3 clusters Score -1764349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1764344.500000 Penalty: 909.038696
	Iteration 100F: 3 clusters Score -1764344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1764341.750000 Penalty: 909.038696
	Iteration 101Q: 3 clusters Score -1764342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1764342.500000 Penalty: 909.038696
	Iteration 102Q: 3 clusters Score -1764342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1764342.000000 Penalty: 909.038696
	Iteration 103Q: 3 clusters Score -1764342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1764342.375000 Penalty: 909.038696
	Iteration 104Q: 3 clusters Score -1764342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1764340.875000 Penalty: 909.038696
	Iteration 105Q: 3 clusters Score -1764341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1764340.500000 Penalty: 909.038696
	Iteration 106Q: 3 clusters Score -1764340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1764340.125000 Penalty: 909.038696
	Iteration 107Q: 3 clusters Score -1764340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1764337.625000 Penalty: 909.038696
	Iteration 108Q: 3 clusters Score -1764338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1764336.375000 Penalty: 909.038696
	Iteration 109Q: 3 clusters Score -1764336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1764336.750000 Penalty: 909.038696
	Iteration 110Q: 3 clusters Score -1764337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1764336.125000 Penalty: 909.038696
	Iteration 111Q: 3 clusters Score -1764336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1764334.125000 Penalty: 909.038696
	Iteration 112Q: 3 clusters Score -1764334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1764337.000000 Penalty: 909.038696
	Iteration 113Q: 3 clusters Score -1764337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1764334.875000 Penalty: 909.038696
	Iteration 114Q: 3 clusters Score -1764335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1764336.000000 Penalty: 909.038696
	Iteration 115Q: 3 clusters Score -1764336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1764334.500000 Penalty: 909.038696
	Iteration 116Q: 3 clusters Score -1764334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1764335.250000 Penalty: 909.038696
	Iteration 117Q: 3 clusters Score -1764335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1764336.875000 Penalty: 909.038696
	Iteration 118Q: 3 clusters Score -1764337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1764332.375000 Penalty: 909.038696
	Iteration 119Q: 3 clusters Score -1764332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1764338.875000 Penalty: 909.038696
	Iteration 120F: 3 clusters Score -1764339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1764335.125000 Penalty: 909.038696
	Iteration 121Q: 3 clusters Score -1764335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1764331.875000 Penalty: 909.038696
	Iteration 122Q: 3 clusters Score -1764332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1764331.750000 Penalty: 909.038696
	Iteration 123Q: 3 clusters Score -1764332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1764332.625000 Penalty: 909.038696
	Iteration 124Q: 3 clusters Score -1764333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1764332.375000 Penalty: 909.038696
	Iteration 125Q: 3 clusters Score -1764332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1764331.625000 Penalty: 909.038696
	Iteration 126Q: 3 clusters Score -1764332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1764332.250000 Penalty: 909.038696
	Iteration 127Q: 3 clusters Score -1764332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1764333.750000 Penalty: 909.038696
	Iteration 128Q: 3 clusters Score -1764334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1764333.000000 Penalty: 909.038696
	Iteration 129Q: 3 clusters Score -1764333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1764335.000000 Penalty: 909.038696
	Iteration 130Q: 3 clusters Score -1764335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1764334.250000 Penalty: 909.038696
	Iteration 131Q: 3 clusters Score -1764334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1764336.625000 Penalty: 909.038696
	Iteration 132Q: 3 clusters Score -1764337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1764337.000000 Penalty: 909.038696
	Iteration 133Q: 3 clusters Score -1764337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1764335.875000 Penalty: 909.038696
	Iteration 134Q: 3 clusters Score -1764336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1764335.625000 Penalty: 909.038696
	Iteration 135Q: 3 clusters Score -1764336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1764335.750000 Penalty: 909.038696
	Iteration 136Q: 3 clusters Score -1764336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1764333.875000 Penalty: 909.038696
	Iteration 137Q: 3 clusters Score -1764334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1764332.250000 Penalty: 909.038696
	Iteration 138Q: 3 clusters Score -1764332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1764332.375000 Penalty: 909.038696
	Iteration 139Q: 3 clusters Score -1764332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1764332.375000 Penalty: 909.038696
	Iteration 140F: 3 clusters Score -1764332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6738.992188 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6738.992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6784.238770 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6784.239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6799.817871 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -6799.818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -805375.625000 Penalty: 418.132690
	Iteration 0F: 2 clusters Score -805375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -799125.562500 Penalty: 836.265381
	Iteration 0F: 3 clusters Score -799125.6 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -802350.437500 Penalty: 836.265381
	Iteration 1F: 3 clusters Score -802350.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -803597.812500 Penalty: 836.265381
	Iteration 2F: 3 clusters Score -803597.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -804603.937500 Penalty: 836.265381
	Iteration 3F: 3 clusters Score -804603.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -804859.125000 Penalty: 836.265381
	Iteration 4Q: 3 clusters Score -804859.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -804911.812500 Penalty: 836.265381
	Iteration 5Q: 3 clusters Score -804911.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -804946.125000 Penalty: 836.265381
	Iteration 6Q: 3 clusters Score -804946.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -804964.687500 Penalty: 836.265381
	Iteration 7Q: 3 clusters Score -804964.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -804963.062500 Penalty: 836.265381
	Iteration 8Q: 3 clusters Score -804963.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -804954.187500 Penalty: 836.265381
	Iteration 9Q: 3 clusters Score -804954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -804963.312500 Penalty: 836.265381
	Iteration 10Q: 3 clusters Score -804963.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -804958.875000 Penalty: 836.265381
	Iteration 11Q: 3 clusters Score -804958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -804957.750000 Penalty: 836.265381
	Iteration 12Q: 3 clusters Score -804957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -804960.125000 Penalty: 836.265381
	Iteration 13Q: 3 clusters Score -804960.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -804958.937500 Penalty: 836.265381
	Iteration 14Q: 3 clusters Score -804958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -804959.812500 Penalty: 836.265381
	Iteration 15Q: 3 clusters Score -804959.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -804958.687500 Penalty: 836.265381
	Iteration 16Q: 3 clusters Score -804958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -804954.062500 Penalty: 836.265381
	Iteration 17Q: 3 clusters Score -804954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -804954.437500 Penalty: 836.265381
	Iteration 18Q: 3 clusters Score -804954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -804952.937500 Penalty: 836.265381
	Iteration 19Q: 3 clusters Score -804952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -804953.125000 Penalty: 836.265381
	Iteration 20F: 3 clusters Score -804953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -804954.562500 Penalty: 836.265381
	Iteration 21Q: 3 clusters Score -804954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -804954.562500 Penalty: 836.265381
	Iteration 22F: 3 clusters Score -804954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -389190.156250 Penalty: 385.140930
	Iteration 0F: 2 clusters Score -389190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -386031.812500 Penalty: 770.281860
	Iteration 0F: 3 clusters Score -386031.8 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -387168.437500 Penalty: 770.281860
	Iteration 1F: 3 clusters Score -387168.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -387308.375000 Penalty: 770.281860
	Iteration 2F: 3 clusters Score -387308.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -387454.875000 Penalty: 770.281860
	Iteration 3F: 3 clusters Score -387454.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -387594.625000 Penalty: 770.281860
	Iteration 4F: 3 clusters Score -387594.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -387767.562500 Penalty: 770.281860
	Iteration 5Q: 3 clusters Score -387767.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -387955.093750 Penalty: 770.281860
	Iteration 6Q: 3 clusters Score -387955.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -388142.968750 Penalty: 770.281860
	Iteration 7Q: 3 clusters Score -388143 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -388272.750000 Penalty: 770.281860
	Iteration 8Q: 3 clusters Score -388272.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -388356.968750 Penalty: 770.281860
	Iteration 9Q: 3 clusters Score -388357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -388405.718750 Penalty: 770.281860
	Iteration 10Q: 3 clusters Score -388405.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -388447.562500 Penalty: 770.281860
	Iteration 11Q: 3 clusters Score -388447.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -388489.468750 Penalty: 770.281860
	Iteration 12Q: 3 clusters Score -388489.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -388537.593750 Penalty: 770.281860
	Iteration 13Q: 3 clusters Score -388537.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -388585.656250 Penalty: 770.281860
	Iteration 14Q: 3 clusters Score -388585.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -388643.687500 Penalty: 770.281860
	Iteration 15Q: 3 clusters Score -388643.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -388685.437500 Penalty: 770.281860
	Iteration 16Q: 3 clusters Score -388685.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -388721.125000 Penalty: 770.281860
	Iteration 17Q: 3 clusters Score -388721.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -388759.187500 Penalty: 770.281860
	Iteration 18Q: 3 clusters Score -388759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -388786.656250 Penalty: 770.281860
	Iteration 19Q: 3 clusters Score -388786.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -388802.718750 Penalty: 770.281860
	Iteration 20F: 3 clusters Score -388802.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -388814.218750 Penalty: 770.281860
	Iteration 21Q: 3 clusters Score -388814.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -388825.812500 Penalty: 770.281860
	Iteration 22Q: 3 clusters Score -388825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -388830.312500 Penalty: 770.281860
	Iteration 23Q: 3 clusters Score -388830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -388834.406250 Penalty: 770.281860
	Iteration 24Q: 3 clusters Score -388834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -388838.156250 Penalty: 770.281860
	Iteration 25Q: 3 clusters Score -388838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -388839.343750 Penalty: 770.281860
	Iteration 26Q: 3 clusters Score -388839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -388839.343750 Penalty: 770.281860
	Iteration 27F: 3 clusters Score -388839.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (15063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Entering Unmasked Estep 
Score: -1215809.250000 Penalty: 437.709869
	Iteration 0F: 2 clusters Score -1215809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1205762.750000 Penalty: 875.419739
	Iteration 0F: 3 clusters Score -1205763 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1209885.125000 Penalty: 875.419739
	Iteration 1F: 3 clusters Score -1209885 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1210265.125000 Penalty: 875.419739
	Iteration 2F: 3 clusters Score -1210265 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1210824.250000 Penalty: 875.419739
	Iteration 3F: 3 clusters Score -1210824 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1211532.500000 Penalty: 875.419739
	Iteration 4F: 3 clusters Score -1211532 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1212236.000000 Penalty: 875.419739
	Iteration 5F: 3 clusters Score -1212236 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1212668.750000 Penalty: 875.419739
	Iteration 6F: 3 clusters Score -1212669 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1212861.500000 Penalty: 875.419739
	Iteration 7Q: 3 clusters Score -1212862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1212919.250000 Penalty: 875.419739
	Iteration 8Q: 3 clusters Score -1212919 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1212941.875000 Penalty: 875.419739
	Iteration 9Q: 3 clusters Score -1212942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1212961.500000 Penalty: 875.419739
	Iteration 10Q: 3 clusters Score -1212962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1212975.625000 Penalty: 875.419739
	Iteration 11Q: 3 clusters Score -1212976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1213005.125000 Penalty: 875.419739
	Iteration 12Q: 3 clusters Score -1213005 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1213038.250000 Penalty: 875.419739
	Iteration 13Q: 3 clusters Score -1213038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1213068.625000 Penalty: 875.419739
	Iteration 14Q: 3 clusters Score -1213069 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1213113.000000 Penalty: 875.419739
	Iteration 15Q: 3 clusters Score -1213113 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1213161.125000 Penalty: 875.419739
	Iteration 16Q: 3 clusters Score -1213161 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1213234.500000 Penalty: 875.419739
	Iteration 17Q: 3 clusters Score -1213234 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1213326.375000 Penalty: 875.419739
	Iteration 18Q: 3 clusters Score -1213326 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1213428.375000 Penalty: 875.419739
	Iteration 19Q: 3 clusters Score -1213428 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1213529.250000 Penalty: 875.419739
	Iteration 20F: 3 clusters Score -1213529 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1213641.875000 Penalty: 875.419739
	Iteration 21Q: 3 clusters Score -1213642 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1213760.375000 Penalty: 875.419739
	Iteration 22Q: 3 clusters Score -1213760 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1213865.375000 Penalty: 875.419739
	Iteration 23Q: 3 clusters Score -1213865 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1213986.125000 Penalty: 875.419739
	Iteration 24Q: 3 clusters Score -1213986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1214127.375000 Penalty: 875.419739
	Iteration 25Q: 3 clusters Score -1214127 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1214258.750000 Penalty: 875.419739
	Iteration 26Q: 3 clusters Score -1214259 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1214362.500000 Penalty: 875.419739
	Iteration 27Q: 3 clusters Score -1214362 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1214475.125000 Penalty: 875.419739
	Iteration 28Q: 3 clusters Score -1214475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1214592.500000 Penalty: 875.419739
	Iteration 29Q: 3 clusters Score -1214592 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1214687.500000 Penalty: 875.419739
	Iteration 30Q: 3 clusters Score -1214688 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1214764.500000 Penalty: 875.419739
	Iteration 31Q: 3 clusters Score -1214764 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1214835.750000 Penalty: 875.419739
	Iteration 32Q: 3 clusters Score -1214836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1214889.750000 Penalty: 875.419739
	Iteration 33Q: 3 clusters Score -1214890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1214944.000000 Penalty: 875.419739
	Iteration 34Q: 3 clusters Score -1214944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1214984.250000 Penalty: 875.419739
	Iteration 35Q: 3 clusters Score -1214984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1215017.625000 Penalty: 875.419739
	Iteration 36Q: 3 clusters Score -1215018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1215039.875000 Penalty: 875.419739
	Iteration 37Q: 3 clusters Score -1215040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1215056.125000 Penalty: 875.419739
	Iteration 38Q: 3 clusters Score -1215056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1215065.500000 Penalty: 875.419739
	Iteration 39Q: 3 clusters Score -1215066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1215078.125000 Penalty: 875.419739
	Iteration 40F: 3 clusters Score -1215078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1215084.000000 Penalty: 875.419739
	Iteration 41Q: 3 clusters Score -1215084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1215090.125000 Penalty: 875.419739
	Iteration 42Q: 3 clusters Score -1215090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1215089.375000 Penalty: 875.419739
	Iteration 43Q: 3 clusters Score -1215089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1215089.750000 Penalty: 875.419739
	Iteration 44Q: 3 clusters Score -1215090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1215094.250000 Penalty: 875.419739
	Iteration 45Q: 3 clusters Score -1215094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1215099.125000 Penalty: 875.419739
	Iteration 46Q: 3 clusters Score -1215099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1215097.875000 Penalty: 875.419739
	Iteration 47Q: 3 clusters Score -1215098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1215099.500000 Penalty: 875.419739
	Iteration 48Q: 3 clusters Score -1215100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1215098.875000 Penalty: 875.419739
	Iteration 49Q: 3 clusters Score -1215099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1215099.000000 Penalty: 875.419739
	Iteration 50Q: 3 clusters Score -1215099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1215101.375000 Penalty: 875.419739
	Iteration 51Q: 3 clusters Score -1215101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1215103.250000 Penalty: 875.419739
	Iteration 52Q: 3 clusters Score -1215103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1215105.375000 Penalty: 875.419739
	Iteration 53Q: 3 clusters Score -1215105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1215107.375000 Penalty: 875.419739
	Iteration 54Q: 3 clusters Score -1215107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1215104.125000 Penalty: 875.419739
	Iteration 55Q: 3 clusters Score -1215104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1215107.250000 Penalty: 875.419739
	Iteration 56Q: 3 clusters Score -1215107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1215106.875000 Penalty: 875.419739
	Iteration 57Q: 3 clusters Score -1215107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1215107.125000 Penalty: 875.419739
	Iteration 58Q: 3 clusters Score -1215107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1215108.750000 Penalty: 875.419739
	Iteration 59Q: 3 clusters Score -1215109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1215105.875000 Penalty: 875.419739
	Iteration 60F: 3 clusters Score -1215106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1215107.250000 Penalty: 875.419739
	Iteration 61Q: 3 clusters Score -1215107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1215107.375000 Penalty: 875.419739
	Iteration 62Q: 3 clusters Score -1215107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1215106.875000 Penalty: 875.419739
	Iteration 63Q: 3 clusters Score -1215107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1215107.250000 Penalty: 875.419739
	Iteration 64Q: 3 clusters Score -1215107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1215107.250000 Penalty: 875.419739
	Iteration 65F: 3 clusters Score -1215107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (23379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Entering Unmasked Estep 
Score: -1754372.250000 Penalty: 457.711487
	Iteration 0F: 2 clusters Score -1754372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1738754.375000 Penalty: 915.422974
	Iteration 0F: 3 clusters Score -1738754 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1745424.125000 Penalty: 915.422974
	Iteration 1F: 3 clusters Score -1745424 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1745791.750000 Penalty: 915.422974
	Iteration 2Q: 3 clusters Score -1745792 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1746235.875000 Penalty: 915.422974
	Iteration 3Q: 3 clusters Score -1746236 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1746845.500000 Penalty: 915.422974
	Iteration 4Q: 3 clusters Score -1746846 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1747686.250000 Penalty: 915.422974
	Iteration 5F: 3 clusters Score -1747686 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1748791.250000 Penalty: 915.422974
	Iteration 6F: 3 clusters Score -1748791 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1750158.375000 Penalty: 915.422974
	Iteration 7F: 3 clusters Score -1750158 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1751519.500000 Penalty: 915.422974
	Iteration 8F: 3 clusters Score -1751520 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -1752454.625000 Penalty: 915.422974
	Iteration 9F: 3 clusters Score -1752455 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1753035.250000 Penalty: 915.422974
	Iteration 10Q: 3 clusters Score -1753035 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -1753357.125000 Penalty: 915.422974
	Iteration 11Q: 3 clusters Score -1753357 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1753554.250000 Penalty: 915.422974
	Iteration 12Q: 3 clusters Score -1753554 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -1753677.375000 Penalty: 915.422974
	Iteration 13Q: 3 clusters Score -1753677 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1753750.250000 Penalty: 915.422974
	Iteration 14Q: 3 clusters Score -1753750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -1753808.125000 Penalty: 915.422974
	Iteration 15Q: 3 clusters Score -1753808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1753856.375000 Penalty: 915.422974
	Iteration 16Q: 3 clusters Score -1753856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1753887.875000 Penalty: 915.422974
	Iteration 17Q: 3 clusters Score -1753888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -1753915.500000 Penalty: 915.422974
	Iteration 18Q: 3 clusters Score -1753916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1753933.250000 Penalty: 915.422974
	Iteration 19Q: 3 clusters Score -1753933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -1753961.000000 Penalty: 915.422974
	Iteration 20F: 3 clusters Score -1753961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1753999.375000 Penalty: 915.422974
	Iteration 21Q: 3 clusters Score -1753999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -1754055.125000 Penalty: 915.422974
	Iteration 22Q: 3 clusters Score -1754055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -1754091.500000 Penalty: 915.422974
	Iteration 23Q: 3 clusters Score -1754092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -1754116.000000 Penalty: 915.422974
	Iteration 24Q: 3 clusters Score -1754116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1754136.875000 Penalty: 915.422974
	Iteration 25Q: 3 clusters Score -1754137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -1754159.500000 Penalty: 915.422974
	Iteration 26Q: 3 clusters Score -1754160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -1754172.625000 Penalty: 915.422974
	Iteration 27Q: 3 clusters Score -1754173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1754183.750000 Penalty: 915.422974
	Iteration 28Q: 3 clusters Score -1754184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1754186.875000 Penalty: 915.422974
	Iteration 29Q: 3 clusters Score -1754187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1754192.500000 Penalty: 915.422974
	Iteration 30Q: 3 clusters Score -1754192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1754196.750000 Penalty: 915.422974
	Iteration 31Q: 3 clusters Score -1754197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1754195.875000 Penalty: 915.422974
	Iteration 32Q: 3 clusters Score -1754196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -1754197.625000 Penalty: 915.422974
	Iteration 33Q: 3 clusters Score -1754198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1754198.250000 Penalty: 915.422974
	Iteration 34Q: 3 clusters Score -1754198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1754198.250000 Penalty: 915.422974
	Iteration 35F: 3 clusters Score -1754198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (22307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Entering Unmasked Estep 
Score: -1817251.875000 Penalty: 455.575867
	Iteration 0F: 2 clusters Score -1817252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1802685.125000 Penalty: 911.151733
	Iteration 0F: 3 clusters Score -1802685 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1809093.125000 Penalty: 911.151733
	Iteration 1F: 3 clusters Score -1809093 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1809524.125000 Penalty: 911.151733
	Iteration 2Q: 3 clusters Score -1809524 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1810104.625000 Penalty: 911.151733
	Iteration 3F: 3 clusters Score -1810105 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1810851.750000 Penalty: 911.151733
	Iteration 4F: 3 clusters Score -1810852 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1811783.875000 Penalty: 911.151733
	Iteration 5F: 3 clusters Score -1811784 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1812812.875000 Penalty: 911.151733
	Iteration 6F: 3 clusters Score -1812813 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -1813814.625000 Penalty: 911.151733
	Iteration 7F: 3 clusters Score -1813815 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1814574.500000 Penalty: 911.151733
	Iteration 8Q: 3 clusters Score -1814574 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1815128.750000 Penalty: 911.151733
	Iteration 9Q: 3 clusters Score -1815129 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1815412.375000 Penalty: 911.151733
	Iteration 10Q: 3 clusters Score -1815412 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -1815606.750000 Penalty: 911.151733
	Iteration 11Q: 3 clusters Score -1815607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -1815767.000000 Penalty: 911.151733
	Iteration 12Q: 3 clusters Score -1815767 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1815954.125000 Penalty: 911.151733
	Iteration 13Q: 3 clusters Score -1815954 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1816126.375000 Penalty: 911.151733
	Iteration 14Q: 3 clusters Score -1816126 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1816216.125000 Penalty: 911.151733
	Iteration 15Q: 3 clusters Score -1816216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1816303.125000 Penalty: 911.151733
	Iteration 16Q: 3 clusters Score -1816303 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1816415.500000 Penalty: 911.151733
	Iteration 17Q: 3 clusters Score -1816416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1816437.000000 Penalty: 911.151733
	Iteration 18Q: 3 clusters Score -1816437 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1816450.250000 Penalty: 911.151733
	Iteration 19Q: 3 clusters Score -1816450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -1816490.000000 Penalty: 911.151733
	Iteration 20F: 3 clusters Score -1816490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1816522.375000 Penalty: 911.151733
	Iteration 21Q: 3 clusters Score -1816522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -1816547.000000 Penalty: 911.151733
	Iteration 22Q: 3 clusters Score -1816547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1816571.750000 Penalty: 911.151733
	Iteration 23Q: 3 clusters Score -1816572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -1816605.625000 Penalty: 911.151733
	Iteration 24Q: 3 clusters Score -1816606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1816633.125000 Penalty: 911.151733
	Iteration 25Q: 3 clusters Score -1816633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1816653.500000 Penalty: 911.151733
	Iteration 26Q: 3 clusters Score -1816654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -1816668.250000 Penalty: 911.151733
	Iteration 27Q: 3 clusters Score -1816668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -1816691.125000 Penalty: 911.151733
	Iteration 28Q: 3 clusters Score -1816691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1816694.375000 Penalty: 911.151733
	Iteration 29Q: 3 clusters Score -1816694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1816713.625000 Penalty: 911.151733
	Iteration 30Q: 3 clusters Score -1816714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1816732.375000 Penalty: 911.151733
	Iteration 31Q: 3 clusters Score -1816732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -1816735.375000 Penalty: 911.151733
	Iteration 32Q: 3 clusters Score -1816735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1816752.250000 Penalty: 911.151733
	Iteration 33Q: 3 clusters Score -1816752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -1816763.250000 Penalty: 911.151733
	Iteration 34Q: 3 clusters Score -1816763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -1816762.375000 Penalty: 911.151733
	Iteration 35Q: 3 clusters Score -1816762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1816767.250000 Penalty: 911.151733
	Iteration 36Q: 3 clusters Score -1816767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -1816778.750000 Penalty: 911.151733
	Iteration 37Q: 3 clusters Score -1816779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1816783.250000 Penalty: 911.151733
	Iteration 38Q: 3 clusters Score -1816783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -1816790.750000 Penalty: 911.151733
	Iteration 39Q: 3 clusters Score -1816791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -1816803.250000 Penalty: 911.151733
	Iteration 40F: 3 clusters Score -1816803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -1816824.125000 Penalty: 911.151733
	Iteration 41Q: 3 clusters Score -1816824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -1816831.125000 Penalty: 911.151733
	Iteration 42Q: 3 clusters Score -1816831 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -1816848.500000 Penalty: 911.151733
	Iteration 43Q: 3 clusters Score -1816848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1816868.500000 Penalty: 911.151733
	Iteration 44Q: 3 clusters Score -1816868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -1816871.625000 Penalty: 911.151733
	Iteration 45Q: 3 clusters Score -1816872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -1816892.000000 Penalty: 911.151733
	Iteration 46Q: 3 clusters Score -1816892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -1816900.625000 Penalty: 911.151733
	Iteration 47Q: 3 clusters Score -1816901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -1816908.375000 Penalty: 911.151733
	Iteration 48Q: 3 clusters Score -1816908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -1816912.500000 Penalty: 911.151733
	Iteration 49Q: 3 clusters Score -1816912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1816913.375000 Penalty: 911.151733
	Iteration 50Q: 3 clusters Score -1816913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -1816919.875000 Penalty: 911.151733
	Iteration 51Q: 3 clusters Score -1816920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1816921.000000 Penalty: 911.151733
	Iteration 52Q: 3 clusters Score -1816921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1816919.375000 Penalty: 911.151733
	Iteration 53Q: 3 clusters Score -1816919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -1816921.250000 Penalty: 911.151733
	Iteration 54Q: 3 clusters Score -1816921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1816922.875000 Penalty: 911.151733
	Iteration 55Q: 3 clusters Score -1816923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1816928.750000 Penalty: 911.151733
	Iteration 56Q: 3 clusters Score -1816929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -1816942.375000 Penalty: 911.151733
	Iteration 57Q: 3 clusters Score -1816942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1816942.500000 Penalty: 911.151733
	Iteration 58Q: 3 clusters Score -1816942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1816946.750000 Penalty: 911.151733
	Iteration 59Q: 3 clusters Score -1816947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1816946.500000 Penalty: 911.151733
	Iteration 60F: 3 clusters Score -1816946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1816949.000000 Penalty: 911.151733
	Iteration 61Q: 3 clusters Score -1816949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1816947.125000 Penalty: 911.151733
	Iteration 62Q: 3 clusters Score -1816947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1816945.750000 Penalty: 911.151733
	Iteration 63Q: 3 clusters Score -1816946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1816948.125000 Penalty: 911.151733
	Iteration 64Q: 3 clusters Score -1816948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1816953.125000 Penalty: 911.151733
	Iteration 65Q: 3 clusters Score -1816953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1816954.375000 Penalty: 911.151733
	Iteration 66Q: 3 clusters Score -1816954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1816952.375000 Penalty: 911.151733
	Iteration 67Q: 3 clusters Score -1816952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1816953.750000 Penalty: 911.151733
	Iteration 68Q: 3 clusters Score -1816954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1816953.750000 Penalty: 911.151733
	Iteration 69Q: 3 clusters Score -1816954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -1816952.625000 Penalty: 911.151733
	Iteration 70Q: 3 clusters Score -1816953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1816952.875000 Penalty: 911.151733
	Iteration 71Q: 3 clusters Score -1816953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1816949.500000 Penalty: 911.151733
	Iteration 72Q: 3 clusters Score -1816950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -1816954.500000 Penalty: 911.151733
	Iteration 73Q: 3 clusters Score -1816954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1816959.250000 Penalty: 911.151733
	Iteration 74Q: 3 clusters Score -1816959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -1816959.750000 Penalty: 911.151733
	Iteration 75Q: 3 clusters Score -1816960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -1816958.625000 Penalty: 911.151733
	Iteration 76Q: 3 clusters Score -1816959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -1816958.625000 Penalty: 911.151733
	Iteration 77F: 3 clusters Score -1816959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -20822.976562 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -20822.98 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 163 members 
Entering Unmasked Estep 
Score: -20445.087891 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -20445.09 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20537.849609 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -20537.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20559.646484 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -20559.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20570.851562 Penalty: 532.025940
	Iteration 3Q: 3 clusters Score -20570.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20581.970703 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -20581.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20588.849609 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -20588.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20597.607422 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -20597.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20607.558594 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -20607.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20619.580078 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -20619.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20623.556641 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -20623.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20629.859375 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -20629.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20633.085938 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -20633.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20634.781250 Penalty: 532.025940
	Iteration 12Q: 3 clusters Score -20634.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20635.992188 Penalty: 532.025940
	Iteration 13Q: 3 clusters Score -20635.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20636.431641 Penalty: 532.025940
	Iteration 14Q: 3 clusters Score -20636.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20637.667969 Penalty: 532.025940
	Iteration 15Q: 3 clusters Score -20637.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20637.667969 Penalty: 532.025940
	Iteration 16F: 3 clusters Score -20637.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (42006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Entering Unmasked Estep 
Score: -3352766.750000 Penalty: 484.373352
	Iteration 0F: 2 clusters Score -3352767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3327203.000000 Penalty: 968.746704
	Iteration 0F: 3 clusters Score -3327203 nChanged 20301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3339581.000000 Penalty: 968.746704
	Iteration 1F: 3 clusters Score -3339581 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3340561.000000 Penalty: 968.746704
	Iteration 2F: 3 clusters Score -3340561 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3342172.000000 Penalty: 968.746704
	Iteration 3F: 3 clusters Score -3342172 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3344398.250000 Penalty: 968.746704
	Iteration 4F: 3 clusters Score -3344398 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3346459.250000 Penalty: 968.746704
	Iteration 5F: 3 clusters Score -3346459 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3347318.250000 Penalty: 968.746704
	Iteration 6F: 3 clusters Score -3347318 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3347522.500000 Penalty: 968.746704
	Iteration 7Q: 3 clusters Score -3347522 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3347620.750000 Penalty: 968.746704
	Iteration 8Q: 3 clusters Score -3347621 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3347712.000000 Penalty: 968.746704
	Iteration 9Q: 3 clusters Score -3347712 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3347801.750000 Penalty: 968.746704
	Iteration 10Q: 3 clusters Score -3347802 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3347885.750000 Penalty: 968.746704
	Iteration 11Q: 3 clusters Score -3347886 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3347971.250000 Penalty: 968.746704
	Iteration 12Q: 3 clusters Score -3347971 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3348059.000000 Penalty: 968.746704
	Iteration 13Q: 3 clusters Score -3348059 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3348111.000000 Penalty: 968.746704
	Iteration 14Q: 3 clusters Score -3348111 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3348146.000000 Penalty: 968.746704
	Iteration 15Q: 3 clusters Score -3348146 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3348224.500000 Penalty: 968.746704
	Iteration 16Q: 3 clusters Score -3348224 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3348289.250000 Penalty: 968.746704
	Iteration 17Q: 3 clusters Score -3348289 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3348358.750000 Penalty: 968.746704
	Iteration 18Q: 3 clusters Score -3348359 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3348414.250000 Penalty: 968.746704
	Iteration 19Q: 3 clusters Score -3348414 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3348470.750000 Penalty: 968.746704
	Iteration 20F: 3 clusters Score -3348471 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3348514.500000 Penalty: 968.746704
	Iteration 21Q: 3 clusters Score -3348514 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3348578.750000 Penalty: 968.746704
	Iteration 22Q: 3 clusters Score -3348579 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3348601.250000 Penalty: 968.746704
	Iteration 23Q: 3 clusters Score -3348601 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3348626.750000 Penalty: 968.746704
	Iteration 24Q: 3 clusters Score -3348627 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3348671.250000 Penalty: 968.746704
	Iteration 25Q: 3 clusters Score -3348671 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3348673.500000 Penalty: 968.746704
	Iteration 26Q: 3 clusters Score -3348674 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3348681.500000 Penalty: 968.746704
	Iteration 27Q: 3 clusters Score -3348682 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3348758.250000 Penalty: 968.746704
	Iteration 28Q: 3 clusters Score -3348758 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3348861.500000 Penalty: 968.746704
	Iteration 29Q: 3 clusters Score -3348862 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3348992.500000 Penalty: 968.746704
	Iteration 30Q: 3 clusters Score -3348992 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -3349106.500000 Penalty: 968.746704
	Iteration 31Q: 3 clusters Score -3349106 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3349140.750000 Penalty: 968.746704
	Iteration 32Q: 3 clusters Score -3349141 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -3349134.250000 Penalty: 968.746704
	Iteration 33Q: 3 clusters Score -3349134 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3349109.250000 Penalty: 968.746704
	Iteration 34Q: 3 clusters Score -3349109 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -3349068.750000 Penalty: 968.746704
	Iteration 35Q: 3 clusters Score -3349069 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -3349051.250000 Penalty: 968.746704
	Iteration 36Q: 3 clusters Score -3349051 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3349049.750000 Penalty: 968.746704
	Iteration 37Q: 3 clusters Score -3349050 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -3349108.750000 Penalty: 968.746704
	Iteration 38Q: 3 clusters Score -3349109 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3349157.000000 Penalty: 968.746704
	Iteration 39Q: 3 clusters Score -3349157 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3349398.250000 Penalty: 968.746704
	Iteration 40F: 3 clusters Score -3349398 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -3349423.500000 Penalty: 968.746704
	Iteration 41Q: 3 clusters Score -3349424 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -3349377.250000 Penalty: 968.746704
	Iteration 42Q: 3 clusters Score -3349377 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -3349377.750000 Penalty: 968.746704
	Iteration 43Q: 3 clusters Score -3349378 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3349373.500000 Penalty: 968.746704
	Iteration 44Q: 3 clusters Score -3349374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3349324.000000 Penalty: 968.746704
	Iteration 45Q: 3 clusters Score -3349324 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3349325.000000 Penalty: 968.746704
	Iteration 46Q: 3 clusters Score -3349325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -3349290.500000 Penalty: 968.746704
	Iteration 47Q: 3 clusters Score -3349290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3349279.750000 Penalty: 968.746704
	Iteration 48Q: 3 clusters Score -3349280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -3349269.000000 Penalty: 968.746704
	Iteration 49Q: 3 clusters Score -3349269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -3349258.750000 Penalty: 968.746704
	Iteration 50Q: 3 clusters Score -3349259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -3349248.500000 Penalty: 968.746704
	Iteration 51Q: 3 clusters Score -3349248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -3349226.250000 Penalty: 968.746704
	Iteration 52Q: 3 clusters Score -3349226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3349214.000000 Penalty: 968.746704
	Iteration 53Q: 3 clusters Score -3349214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -3349199.500000 Penalty: 968.746704
	Iteration 54Q: 3 clusters Score -3349200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -3349195.500000 Penalty: 968.746704
	Iteration 55Q: 3 clusters Score -3349196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3349198.250000 Penalty: 968.746704
	Iteration 56Q: 3 clusters Score -3349198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -3349199.500000 Penalty: 968.746704
	Iteration 57Q: 3 clusters Score -3349200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -3349199.250000 Penalty: 968.746704
	Iteration 58Q: 3 clusters Score -3349199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3349197.750000 Penalty: 968.746704
	Iteration 59Q: 3 clusters Score -3349198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -3349198.750000 Penalty: 968.746704
	Iteration 60F: 3 clusters Score -3349199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3349200.750000 Penalty: 968.746704
	Iteration 61Q: 3 clusters Score -3349201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -3349206.000000 Penalty: 968.746704
	Iteration 62Q: 3 clusters Score -3349206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -3349203.750000 Penalty: 968.746704
	Iteration 63Q: 3 clusters Score -3349204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -3349208.750000 Penalty: 968.746704
	Iteration 64Q: 3 clusters Score -3349209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3349213.500000 Penalty: 968.746704
	Iteration 65Q: 3 clusters Score -3349214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -3349221.000000 Penalty: 968.746704
	Iteration 66Q: 3 clusters Score -3349221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -3349224.750000 Penalty: 968.746704
	Iteration 67Q: 3 clusters Score -3349225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3349226.500000 Penalty: 968.746704
	Iteration 68Q: 3 clusters Score -3349226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3349235.000000 Penalty: 968.746704
	Iteration 69Q: 3 clusters Score -3349235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -3349235.250000 Penalty: 968.746704
	Iteration 70Q: 3 clusters Score -3349235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -3349241.000000 Penalty: 968.746704
	Iteration 71Q: 3 clusters Score -3349241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -3349259.000000 Penalty: 968.746704
	Iteration 72Q: 3 clusters Score -3349259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -3349286.750000 Penalty: 968.746704
	Iteration 73Q: 3 clusters Score -3349287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -3349309.250000 Penalty: 968.746704
	Iteration 74Q: 3 clusters Score -3349309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -3349332.000000 Penalty: 968.746704
	Iteration 75Q: 3 clusters Score -3349332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -3349332.500000 Penalty: 968.746704
	Iteration 76Q: 3 clusters Score -3349332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -3349340.750000 Penalty: 968.746704
	Iteration 77Q: 3 clusters Score -3349341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -3349337.750000 Penalty: 968.746704
	Iteration 78Q: 3 clusters Score -3349338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -3349351.250000 Penalty: 968.746704
	Iteration 79Q: 3 clusters Score -3349351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3349335.250000 Penalty: 968.746704
	Iteration 80F: 3 clusters Score -3349335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -3349336.000000 Penalty: 968.746704
	Iteration 81Q: 3 clusters Score -3349336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -3349340.250000 Penalty: 968.746704
	Iteration 82Q: 3 clusters Score -3349340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3349351.000000 Penalty: 968.746704
	Iteration 83Q: 3 clusters Score -3349351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3349350.500000 Penalty: 968.746704
	Iteration 84Q: 3 clusters Score -3349350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -3349359.000000 Penalty: 968.746704
	Iteration 85Q: 3 clusters Score -3349359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -3349364.000000 Penalty: 968.746704
	Iteration 86Q: 3 clusters Score -3349364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -3349367.250000 Penalty: 968.746704
	Iteration 87Q: 3 clusters Score -3349367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -3349383.750000 Penalty: 968.746704
	Iteration 88Q: 3 clusters Score -3349384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -3349410.250000 Penalty: 968.746704
	Iteration 89Q: 3 clusters Score -3349410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -3349411.000000 Penalty: 968.746704
	Iteration 90Q: 3 clusters Score -3349411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3349415.500000 Penalty: 968.746704
	Iteration 91Q: 3 clusters Score -3349416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -3349425.250000 Penalty: 968.746704
	Iteration 92Q: 3 clusters Score -3349425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -3349421.750000 Penalty: 968.746704
	Iteration 93Q: 3 clusters Score -3349422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -3349426.500000 Penalty: 968.746704
	Iteration 94Q: 3 clusters Score -3349426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -3349438.750000 Penalty: 968.746704
	Iteration 95Q: 3 clusters Score -3349439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -3349445.000000 Penalty: 968.746704
	Iteration 96Q: 3 clusters Score -3349445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -3349451.500000 Penalty: 968.746704
	Iteration 97Q: 3 clusters Score -3349452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -3349458.000000 Penalty: 968.746704
	Iteration 98Q: 3 clusters Score -3349458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3349460.500000 Penalty: 968.746704
	Iteration 99Q: 3 clusters Score -3349460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3349464.000000 Penalty: 968.746704
	Iteration 100F: 3 clusters Score -3349464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -3349468.750000 Penalty: 968.746704
	Iteration 101Q: 3 clusters Score -3349469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -3349473.250000 Penalty: 968.746704
	Iteration 102Q: 3 clusters Score -3349473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -3349488.000000 Penalty: 968.746704
	Iteration 103Q: 3 clusters Score -3349488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -3349495.000000 Penalty: 968.746704
	Iteration 104Q: 3 clusters Score -3349495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -3349495.250000 Penalty: 968.746704
	Iteration 105Q: 3 clusters Score -3349495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -3349494.500000 Penalty: 968.746704
	Iteration 106Q: 3 clusters Score -3349494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -3349500.000000 Penalty: 968.746704
	Iteration 107Q: 3 clusters Score -3349500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -3349502.500000 Penalty: 968.746704
	Iteration 108Q: 3 clusters Score -3349502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -3349499.250000 Penalty: 968.746704
	Iteration 109Q: 3 clusters Score -3349499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -3349499.250000 Penalty: 968.746704
	Iteration 110Q: 3 clusters Score -3349499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -3349492.750000 Penalty: 968.746704
	Iteration 111Q: 3 clusters Score -3349493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -3349496.250000 Penalty: 968.746704
	Iteration 112Q: 3 clusters Score -3349496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -3349500.000000 Penalty: 968.746704
	Iteration 113Q: 3 clusters Score -3349500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -3349504.250000 Penalty: 968.746704
	Iteration 114Q: 3 clusters Score -3349504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -3349515.000000 Penalty: 968.746704
	Iteration 115Q: 3 clusters Score -3349515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -3349516.250000 Penalty: 968.746704
	Iteration 116Q: 3 clusters Score -3349516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -3349519.000000 Penalty: 968.746704
	Iteration 117Q: 3 clusters Score -3349519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -3349535.750000 Penalty: 968.746704
	Iteration 118Q: 3 clusters Score -3349536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3349541.750000 Penalty: 968.746704
	Iteration 119Q: 3 clusters Score -3349542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -3349536.000000 Penalty: 968.746704
	Iteration 120F: 3 clusters Score -3349536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -3349535.000000 Penalty: 968.746704
	Iteration 121Q: 3 clusters Score -3349535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3349539.500000 Penalty: 968.746704
	Iteration 122Q: 3 clusters Score -3349540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3349537.500000 Penalty: 968.746704
	Iteration 123Q: 3 clusters Score -3349538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3349541.000000 Penalty: 968.746704
	Iteration 124Q: 3 clusters Score -3349541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3349538.500000 Penalty: 968.746704
	Iteration 125Q: 3 clusters Score -3349538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -3349542.500000 Penalty: 968.746704
	Iteration 126Q: 3 clusters Score -3349542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3349542.500000 Penalty: 968.746704
	Iteration 127Q: 3 clusters Score -3349542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3349542.500000 Penalty: 968.746704
	Iteration 128F: 3 clusters Score -3349542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (22828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Entering Unmasked Estep 
Score: -1845705.250000 Penalty: 456.626282
	Iteration 0F: 2 clusters Score -1845705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1830891.125000 Penalty: 913.252563
	Iteration 0F: 3 clusters Score -1830891 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1837779.500000 Penalty: 913.252563
	Iteration 1F: 3 clusters Score -1837780 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1838552.625000 Penalty: 913.252563
	Iteration 2F: 3 clusters Score -1838553 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1839523.250000 Penalty: 913.252563
	Iteration 3F: 3 clusters Score -1839523 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1840775.125000 Penalty: 913.252563
	Iteration 4F: 3 clusters Score -1840775 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1842262.000000 Penalty: 913.252563
	Iteration 5F: 3 clusters Score -1842262 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1843518.625000 Penalty: 913.252563
	Iteration 6F: 3 clusters Score -1843519 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1844154.000000 Penalty: 913.252563
	Iteration 7Q: 3 clusters Score -1844154 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1844429.500000 Penalty: 913.252563
	Iteration 8Q: 3 clusters Score -1844430 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1844621.125000 Penalty: 913.252563
	Iteration 9Q: 3 clusters Score -1844621 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1844791.000000 Penalty: 913.252563
	Iteration 10Q: 3 clusters Score -1844791 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1844928.250000 Penalty: 913.252563
	Iteration 11Q: 3 clusters Score -1844928 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1845036.375000 Penalty: 913.252563
	Iteration 12Q: 3 clusters Score -1845036 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1845126.500000 Penalty: 913.252563
	Iteration 13Q: 3 clusters Score -1845126 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1845208.500000 Penalty: 913.252563
	Iteration 14Q: 3 clusters Score -1845208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1845264.875000 Penalty: 913.252563
	Iteration 15Q: 3 clusters Score -1845265 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1845324.000000 Penalty: 913.252563
	Iteration 16Q: 3 clusters Score -1845324 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1845367.625000 Penalty: 913.252563
	Iteration 17Q: 3 clusters Score -1845368 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1845389.500000 Penalty: 913.252563
	Iteration 18Q: 3 clusters Score -1845390 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1845404.375000 Penalty: 913.252563
	Iteration 19Q: 3 clusters Score -1845404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1845429.000000 Penalty: 913.252563
	Iteration 20F: 3 clusters Score -1845429 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1845445.000000 Penalty: 913.252563
	Iteration 21Q: 3 clusters Score -1845445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1845460.250000 Penalty: 913.252563
	Iteration 22Q: 3 clusters Score -1845460 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1845469.125000 Penalty: 913.252563
	Iteration 23Q: 3 clusters Score -1845469 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1845470.750000 Penalty: 913.252563
	Iteration 24Q: 3 clusters Score -1845471 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1845466.375000 Penalty: 913.252563
	Iteration 25Q: 3 clusters Score -1845466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1845464.250000 Penalty: 913.252563
	Iteration 26Q: 3 clusters Score -1845464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1845467.125000 Penalty: 913.252563
	Iteration 27Q: 3 clusters Score -1845467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1845460.375000 Penalty: 913.252563
	Iteration 28Q: 3 clusters Score -1845460 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1845457.500000 Penalty: 913.252563
	Iteration 29Q: 3 clusters Score -1845458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1845463.500000 Penalty: 913.252563
	Iteration 30Q: 3 clusters Score -1845464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1845464.250000 Penalty: 913.252563
	Iteration 31Q: 3 clusters Score -1845464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1845467.125000 Penalty: 913.252563
	Iteration 32Q: 3 clusters Score -1845467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1845465.750000 Penalty: 913.252563
	Iteration 33Q: 3 clusters Score -1845466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1845466.125000 Penalty: 913.252563
	Iteration 34Q: 3 clusters Score -1845466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1845469.000000 Penalty: 913.252563
	Iteration 35Q: 3 clusters Score -1845469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1845467.125000 Penalty: 913.252563
	Iteration 36Q: 3 clusters Score -1845467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1845464.875000 Penalty: 913.252563
	Iteration 37Q: 3 clusters Score -1845465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1845466.750000 Penalty: 913.252563
	Iteration 38Q: 3 clusters Score -1845467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1845470.125000 Penalty: 913.252563
	Iteration 39Q: 3 clusters Score -1845470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1845468.500000 Penalty: 913.252563
	Iteration 40F: 3 clusters Score -1845468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1845469.125000 Penalty: 913.252563
	Iteration 41Q: 3 clusters Score -1845469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1845469.375000 Penalty: 913.252563
	Iteration 42Q: 3 clusters Score -1845469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1845469.625000 Penalty: 913.252563
	Iteration 43Q: 3 clusters Score -1845470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1845468.125000 Penalty: 913.252563
	Iteration 44Q: 3 clusters Score -1845468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1845469.125000 Penalty: 913.252563
	Iteration 45Q: 3 clusters Score -1845469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1845468.750000 Penalty: 913.252563
	Iteration 46Q: 3 clusters Score -1845469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1845468.750000 Penalty: 913.252563
	Iteration 47F: 3 clusters Score -1845469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (28141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Entering Unmasked Estep 
Score: -2275024.000000 Penalty: 466.146729
	Iteration 0F: 2 clusters Score -2275024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2257017.000000 Penalty: 932.293457
	Iteration 0F: 3 clusters Score -2257017 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2264560.000000 Penalty: 932.293457
	Iteration 1F: 3 clusters Score -2264560 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2264836.750000 Penalty: 932.293457
	Iteration 2Q: 3 clusters Score -2264837 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2265197.000000 Penalty: 932.293457
	Iteration 3Q: 3 clusters Score -2265197 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2265770.500000 Penalty: 932.293457
	Iteration 4Q: 3 clusters Score -2265770 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2266668.500000 Penalty: 932.293457
	Iteration 5F: 3 clusters Score -2266668 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2268068.750000 Penalty: 932.293457
	Iteration 6F: 3 clusters Score -2268069 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2269829.250000 Penalty: 932.293457
	Iteration 7F: 3 clusters Score -2269829 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2271124.500000 Penalty: 932.293457
	Iteration 8F: 3 clusters Score -2271124 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2271752.000000 Penalty: 932.293457
	Iteration 9Q: 3 clusters Score -2271752 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2272003.500000 Penalty: 932.293457
	Iteration 10Q: 3 clusters Score -2272004 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2272218.000000 Penalty: 932.293457
	Iteration 11Q: 3 clusters Score -2272218 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2272439.500000 Penalty: 932.293457
	Iteration 12Q: 3 clusters Score -2272440 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2272662.250000 Penalty: 932.293457
	Iteration 13Q: 3 clusters Score -2272662 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2272912.750000 Penalty: 932.293457
	Iteration 14Q: 3 clusters Score -2272913 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2273134.500000 Penalty: 932.293457
	Iteration 15Q: 3 clusters Score -2273134 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2273387.750000 Penalty: 932.293457
	Iteration 16Q: 3 clusters Score -2273388 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2273646.500000 Penalty: 932.293457
	Iteration 17Q: 3 clusters Score -2273646 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2273909.000000 Penalty: 932.293457
	Iteration 18Q: 3 clusters Score -2273909 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2274136.000000 Penalty: 932.293457
	Iteration 19Q: 3 clusters Score -2274136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2274327.750000 Penalty: 932.293457
	Iteration 20F: 3 clusters Score -2274328 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2274445.500000 Penalty: 932.293457
	Iteration 21Q: 3 clusters Score -2274446 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2274513.750000 Penalty: 932.293457
	Iteration 22Q: 3 clusters Score -2274514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2274568.500000 Penalty: 932.293457
	Iteration 23Q: 3 clusters Score -2274568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2274596.000000 Penalty: 932.293457
	Iteration 24Q: 3 clusters Score -2274596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2274605.500000 Penalty: 932.293457
	Iteration 25Q: 3 clusters Score -2274606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2274612.250000 Penalty: 932.293457
	Iteration 26Q: 3 clusters Score -2274612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2274610.000000 Penalty: 932.293457
	Iteration 27Q: 3 clusters Score -2274610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2274613.750000 Penalty: 932.293457
	Iteration 28Q: 3 clusters Score -2274614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2274616.000000 Penalty: 932.293457
	Iteration 29Q: 3 clusters Score -2274616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2274617.500000 Penalty: 932.293457
	Iteration 30Q: 3 clusters Score -2274618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2274618.750000 Penalty: 932.293457
	Iteration 31Q: 3 clusters Score -2274619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2274618.750000 Penalty: 932.293457
	Iteration 32F: 3 clusters Score -2274619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -5418.653320 Penalty: 215.497025
	Iteration 0F: 2 clusters Score -5418.653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5259.456543 Penalty: 430.994049
	Iteration 0F: 3 clusters Score -5259.457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5414.103027 Penalty: 430.994049
	Iteration 1F: 3 clusters Score -5414.103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5512.911621 Penalty: 430.994049
	Iteration 2F: 3 clusters Score -5512.912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5525.724609 Penalty: 430.994049
	Iteration 3Q: 3 clusters Score -5525.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5525.724609 Penalty: 430.994049
	Iteration 4F: 3 clusters Score -5525.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22076 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 39 members 
Mstep: Class 75 contains 13114 members 
Mstep: Class 76 contains 75 members 
Entering Unmasked Estep 
Score: -42170816.000000 Penalty: 45747.167969
Splitting cluster 74 changes total score from -42170384.000000 to -42170816.000000
So it's getting split into cluster 76.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 13344 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 18605 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17817 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6275 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1532 members 
Mstep: Class 26 contains 4625 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12362 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23138 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 20533 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22076 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12527 members 
Mstep: Class 47 contains 5600 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8478 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6158 members 
Mstep: Class 57 contains 3630 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 16959 members 
Mstep: Class 61 contains 14524 members 
Mstep: Class 62 contains 20121 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9796 members 
Mstep: Class 66 contains 4744 members 
Mstep: Class 67 contains 15063 members 
Mstep: Class 68 contains 23379 members 
Mstep: Class 69 contains 22307 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 42006 members 
Mstep: Class 72 contains 22828 members 
Mstep: Class 73 contains 28141 members 
Mstep: Class 74 contains 39 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171180.000000 Penalty: 45747.167969
Iteration 279Q: 77 clusters Score -4.217118e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 340 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 13328 members 
Mstep: Class 6 contains 300 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1297 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48490 members 
Mstep: Class 14 contains 18522 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17824 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1529 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12459 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23160 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11463 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 20447 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 22724 members 
Mstep: Class 43 contains 6291 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12578 members 
Mstep: Class 47 contains 5455 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8532 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6164 members 
Mstep: Class 57 contains 3557 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 191 members 
Mstep: Class 60 contains 17002 members 
Mstep: Class 61 contains 14303 members 
Mstep: Class 62 contains 20180 members 
Mstep: Class 63 contains 21796 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9861 members 
Mstep: Class 66 contains 4743 members 
Mstep: Class 67 contains 15156 members 
Mstep: Class 68 contains 23378 members 
Mstep: Class 69 contains 22302 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41939 members 
Mstep: Class 72 contains 22851 members 
Mstep: Class 73 contains 28127 members 
Mstep: Class 74 contains 39 members 
Mstep: Class 75 contains 13111 members 
Mstep: Class 76 contains 75 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 74. Lose 581.224731 but Gain 601.937500
Score: -42171716.000000 Penalty: 45145.230469
Iteration 280F: 76 clusters Score -4.217172e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 13312 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 1294 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48472 members 
Mstep: Class 14 contains 18453 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17828 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6318 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1528 members 
Mstep: Class 26 contains 3792 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12551 members 
Mstep: Class 29 contains 1919 members 
Mstep: Class 30 contains 3092 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23180 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11485 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 20348 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23371 members 
Mstep: Class 43 contains 6290 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12615 members 
Mstep: Class 47 contains 5481 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 219 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8617 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6177 members 
Mstep: Class 57 contains 3500 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17045 members 
Mstep: Class 61 contains 14077 members 
Mstep: Class 62 contains 19887 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9920 members 
Mstep: Class 66 contains 4743 members 
Mstep: Class 67 contains 15221 members 
Mstep: Class 68 contains 23374 members 
Mstep: Class 69 contains 22293 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 41009 members 
Mstep: Class 72 contains 22873 members 
Mstep: Class 73 contains 28114 members 
Mstep: Class 75 contains 14109 members 
Mstep: Class 76 contains 84 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 585.506897 but Gain 601.933594
Score: -42171584.000000 Penalty: 44543.296875
Iteration 281Q: 75 clusters Score -4.217158e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 13296 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1291 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 18577 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17831 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1526 members 
Mstep: Class 26 contains 3479 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 12638 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3092 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23204 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11517 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 20200 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 23993 members 
Mstep: Class 43 contains 6295 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12633 members 
Mstep: Class 47 contains 5492 members 
Mstep: Class 48 contains 2153 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8709 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6189 members 
Mstep: Class 57 contains 3445 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17075 members 
Mstep: Class 61 contains 13917 members 
Mstep: Class 62 contains 19891 members 
Mstep: Class 63 contains 21794 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 9988 members 
Mstep: Class 66 contains 4740 members 
Mstep: Class 67 contains 15290 members 
Mstep: Class 68 contains 23376 members 
Mstep: Class 69 contains 22282 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 40169 members 
Mstep: Class 72 contains 22876 members 
Mstep: Class 73 contains 28104 members 
Mstep: Class 75 contains 15070 members 
Mstep: Class 76 contains 89 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171944.000000 Penalty: 44543.296875
Iteration 282Q: 75 clusters Score -4.217194e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 13273 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 6381 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48444 members 
Mstep: Class 14 contains 18374 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17833 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1520 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 12708 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3092 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23220 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11547 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 20117 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 24605 members 
Mstep: Class 43 contains 6294 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12668 members 
Mstep: Class 47 contains 5476 members 
Mstep: Class 48 contains 2152 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8734 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6200 members 
Mstep: Class 57 contains 3393 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17093 members 
Mstep: Class 61 contains 13780 members 
Mstep: Class 62 contains 19690 members 
Mstep: Class 63 contains 21801 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10069 members 
Mstep: Class 66 contains 4734 members 
Mstep: Class 67 contains 15365 members 
Mstep: Class 68 contains 23384 members 
Mstep: Class 69 contains 22273 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 39323 members 
Mstep: Class 72 contains 22874 members 
Mstep: Class 73 contains 28089 members 
Mstep: Class 75 contains 16050 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172212.000000 Penalty: 44543.296875
Iteration 283Q: 75 clusters Score -4.217221e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 13235 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 6388 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3345 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48428 members 
Mstep: Class 14 contains 18197 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6160 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1518 members 
Mstep: Class 26 contains 2886 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 12749 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1099 members 
Mstep: Class 33 contains 23223 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11590 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 20062 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25134 members 
Mstep: Class 43 contains 6296 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12681 members 
Mstep: Class 47 contains 5453 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8765 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6208 members 
Mstep: Class 57 contains 3334 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17104 members 
Mstep: Class 61 contains 13647 members 
Mstep: Class 62 contains 19458 members 
Mstep: Class 63 contains 21810 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10142 members 
Mstep: Class 66 contains 4728 members 
Mstep: Class 67 contains 15436 members 
Mstep: Class 68 contains 23393 members 
Mstep: Class 69 contains 22246 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38510 members 
Mstep: Class 72 contains 22898 members 
Mstep: Class 73 contains 28097 members 
Mstep: Class 75 contains 17038 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172340.000000 Penalty: 44543.296875
Iteration 284Q: 75 clusters Score -4.217234e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 13186 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 6393 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48427 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 540 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6150 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1511 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 6487 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3094 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23227 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11642 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19996 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 25711 members 
Mstep: Class 43 contains 6298 members 
Mstep: Class 44 contains 155 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12651 members 
Mstep: Class 47 contains 5390 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 350 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8773 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6217 members 
Mstep: Class 57 contains 3274 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17108 members 
Mstep: Class 61 contains 13549 members 
Mstep: Class 62 contains 19255 members 
Mstep: Class 63 contains 21802 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10236 members 
Mstep: Class 66 contains 4718 members 
Mstep: Class 67 contains 15500 members 
Mstep: Class 68 contains 23408 members 
Mstep: Class 69 contains 22229 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37646 members 
Mstep: Class 72 contains 22920 members 
Mstep: Class 73 contains 28139 members 
Mstep: Class 75 contains 18022 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172408.000000 Penalty: 44543.296875
Iteration 285Q: 75 clusters Score -4.217241e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 13133 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48427 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 539 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17844 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6157 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1506 members 
Mstep: Class 26 contains 2399 members 
Mstep: Class 27 contains 6486 members 
Mstep: Class 28 contains 12832 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23249 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11705 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19906 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26192 members 
Mstep: Class 43 contains 6304 members 
Mstep: Class 44 contains 156 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12549 members 
Mstep: Class 47 contains 5307 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8803 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6223 members 
Mstep: Class 57 contains 3214 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17120 members 
Mstep: Class 61 contains 13447 members 
Mstep: Class 62 contains 19048 members 
Mstep: Class 63 contains 21807 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10351 members 
Mstep: Class 66 contains 4708 members 
Mstep: Class 67 contains 15588 members 
Mstep: Class 68 contains 23407 members 
Mstep: Class 69 contains 22213 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36874 members 
Mstep: Class 72 contains 22909 members 
Mstep: Class 73 contains 28230 members 
Mstep: Class 75 contains 19022 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172396.000000 Penalty: 44543.296875
Iteration 286Q: 75 clusters Score -4.21724e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 13080 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48419 members 
Mstep: Class 14 contains 17615 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2686 members 
Mstep: Class 20 contains 17846 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6145 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1501 members 
Mstep: Class 26 contains 2176 members 
Mstep: Class 27 contains 6484 members 
Mstep: Class 28 contains 12846 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23261 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11758 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19798 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26571 members 
Mstep: Class 43 contains 6307 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12467 members 
Mstep: Class 47 contains 5141 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 351 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8893 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6225 members 
Mstep: Class 57 contains 3170 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17135 members 
Mstep: Class 61 contains 13318 members 
Mstep: Class 62 contains 18830 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10473 members 
Mstep: Class 66 contains 4696 members 
Mstep: Class 67 contains 15685 members 
Mstep: Class 68 contains 23416 members 
Mstep: Class 69 contains 22210 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36160 members 
Mstep: Class 72 contains 22883 members 
Mstep: Class 73 contains 28313 members 
Mstep: Class 75 contains 20106 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172500.000000 Penalty: 44543.296875
Iteration 287Q: 75 clusters Score -4.21725e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 13030 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48411 members 
Mstep: Class 14 contains 17481 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17847 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6148 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1498 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 6482 members 
Mstep: Class 28 contains 12890 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23264 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11799 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19685 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 26863 members 
Mstep: Class 43 contains 6312 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12369 members 
Mstep: Class 47 contains 4993 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1731 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8951 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6229 members 
Mstep: Class 57 contains 3126 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17155 members 
Mstep: Class 61 contains 13187 members 
Mstep: Class 62 contains 18665 members 
Mstep: Class 63 contains 21797 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10624 members 
Mstep: Class 66 contains 4679 members 
Mstep: Class 67 contains 15762 members 
Mstep: Class 68 contains 23426 members 
Mstep: Class 69 contains 22194 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35414 members 
Mstep: Class 72 contains 22875 members 
Mstep: Class 73 contains 28391 members 
Mstep: Class 75 contains 21203 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172624.000000 Penalty: 44543.296875
Iteration 288Q: 75 clusters Score -4.217262e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 12990 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6406 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 17300 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2687 members 
Mstep: Class 20 contains 17851 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1493 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 6482 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3094 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23281 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11858 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19611 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27155 members 
Mstep: Class 43 contains 6315 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12231 members 
Mstep: Class 47 contains 4855 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9001 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6228 members 
Mstep: Class 57 contains 3088 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17147 members 
Mstep: Class 61 contains 13082 members 
Mstep: Class 62 contains 18500 members 
Mstep: Class 63 contains 21795 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10807 members 
Mstep: Class 66 contains 4665 members 
Mstep: Class 67 contains 15847 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 22173 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34769 members 
Mstep: Class 72 contains 22861 members 
Mstep: Class 73 contains 28447 members 
Mstep: Class 75 contains 22130 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172152.000000 Penalty: 44543.296875
Iteration 289Q: 75 clusters Score -4.217215e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 12955 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6413 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1287 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48375 members 
Mstep: Class 14 contains 17116 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 17851 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1489 members 
Mstep: Class 26 contains 1662 members 
Mstep: Class 27 contains 6480 members 
Mstep: Class 28 contains 12979 members 
Mstep: Class 29 contains 1920 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23287 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11919 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19533 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27409 members 
Mstep: Class 43 contains 6320 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12074 members 
Mstep: Class 47 contains 4719 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9013 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6228 members 
Mstep: Class 57 contains 3052 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17146 members 
Mstep: Class 61 contains 13016 members 
Mstep: Class 62 contains 18319 members 
Mstep: Class 63 contains 21780 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11035 members 
Mstep: Class 66 contains 4656 members 
Mstep: Class 67 contains 15926 members 
Mstep: Class 68 contains 23450 members 
Mstep: Class 69 contains 22161 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34375 members 
Mstep: Class 72 contains 22833 members 
Mstep: Class 73 contains 28472 members 
Mstep: Class 75 contains 22862 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172336.000000 Penalty: 44543.296875
Iteration 290Q: 75 clusters Score -4.217234e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48362 members 
Mstep: Class 14 contains 16961 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 17853 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1481 members 
Mstep: Class 26 contains 1543 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 13022 members 
Mstep: Class 29 contains 1921 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23303 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 11979 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19436 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27503 members 
Mstep: Class 43 contains 6326 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11900 members 
Mstep: Class 47 contains 4603 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1732 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9018 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6229 members 
Mstep: Class 57 contains 3022 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17153 members 
Mstep: Class 61 contains 12964 members 
Mstep: Class 62 contains 18160 members 
Mstep: Class 63 contains 21785 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11295 members 
Mstep: Class 66 contains 4645 members 
Mstep: Class 67 contains 16011 members 
Mstep: Class 68 contains 23463 members 
Mstep: Class 69 contains 22108 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34175 members 
Mstep: Class 72 contains 22809 members 
Mstep: Class 73 contains 28482 members 
Mstep: Class 75 contains 23464 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172560.000000 Penalty: 44543.296875
Iteration 291Q: 75 clusters Score -4.217256e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 12915 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6443 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48350 members 
Mstep: Class 14 contains 16883 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1473 members 
Mstep: Class 26 contains 1437 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 13069 members 
Mstep: Class 29 contains 1923 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23300 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12036 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19315 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27546 members 
Mstep: Class 43 contains 6331 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11792 members 
Mstep: Class 47 contains 4490 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9018 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6231 members 
Mstep: Class 57 contains 2998 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17162 members 
Mstep: Class 61 contains 12905 members 
Mstep: Class 62 contains 18001 members 
Mstep: Class 63 contains 21792 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11553 members 
Mstep: Class 66 contains 4635 members 
Mstep: Class 67 contains 16063 members 
Mstep: Class 68 contains 23463 members 
Mstep: Class 69 contains 22059 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34087 members 
Mstep: Class 72 contains 22801 members 
Mstep: Class 73 contains 28454 members 
Mstep: Class 75 contains 23939 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172740.000000 Penalty: 44543.296875
Iteration 292Q: 75 clusters Score -4.217274e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 12892 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48348 members 
Mstep: Class 14 contains 16862 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6233 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1470 members 
Mstep: Class 26 contains 1349 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 13100 members 
Mstep: Class 29 contains 1925 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23289 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12100 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19240 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 583 members 
Mstep: Class 42 contains 27535 members 
Mstep: Class 43 contains 6335 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11731 members 
Mstep: Class 47 contains 4342 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8998 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6232 members 
Mstep: Class 57 contains 2976 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17174 members 
Mstep: Class 61 contains 12828 members 
Mstep: Class 62 contains 17819 members 
Mstep: Class 63 contains 21820 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11840 members 
Mstep: Class 66 contains 4628 members 
Mstep: Class 67 contains 16110 members 
Mstep: Class 68 contains 23464 members 
Mstep: Class 69 contains 21984 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34062 members 
Mstep: Class 72 contains 22778 members 
Mstep: Class 73 contains 28359 members 
Mstep: Class 75 contains 24408 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172800.000000 Penalty: 44543.296875
Iteration 293Q: 75 clusters Score -4.21728e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48322 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 17854 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6235 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1467 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 6472 members 
Mstep: Class 28 contains 13118 members 
Mstep: Class 29 contains 1926 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1098 members 
Mstep: Class 33 contains 23301 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19162 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 27411 members 
Mstep: Class 43 contains 6340 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11718 members 
Mstep: Class 47 contains 4212 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8973 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6232 members 
Mstep: Class 57 contains 2938 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17192 members 
Mstep: Class 61 contains 12751 members 
Mstep: Class 62 contains 17604 members 
Mstep: Class 63 contains 21832 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12131 members 
Mstep: Class 66 contains 4621 members 
Mstep: Class 67 contains 16173 members 
Mstep: Class 68 contains 23463 members 
Mstep: Class 69 contains 21912 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34118 members 
Mstep: Class 72 contains 22797 members 
Mstep: Class 73 contains 28233 members 
Mstep: Class 75 contains 24869 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172768.000000 Penalty: 44543.296875
Iteration 294Q: 75 clusters Score -4.217277e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 12847 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6463 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48316 members 
Mstep: Class 14 contains 16857 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17854 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6234 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1456 members 
Mstep: Class 26 contains 1203 members 
Mstep: Class 27 contains 6469 members 
Mstep: Class 28 contains 13129 members 
Mstep: Class 29 contains 1928 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 23321 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12263 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19098 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 27187 members 
Mstep: Class 43 contains 6347 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11765 members 
Mstep: Class 47 contains 4097 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9014 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6231 members 
Mstep: Class 57 contains 2909 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17192 members 
Mstep: Class 61 contains 12666 members 
Mstep: Class 62 contains 17432 members 
Mstep: Class 63 contains 21843 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12384 members 
Mstep: Class 66 contains 4620 members 
Mstep: Class 67 contains 16229 members 
Mstep: Class 68 contains 23466 members 
Mstep: Class 69 contains 21827 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34221 members 
Mstep: Class 72 contains 22796 members 
Mstep: Class 73 contains 28025 members 
Mstep: Class 75 contains 25330 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173044.000000 Penalty: 44543.296875
Iteration 295Q: 75 clusters Score -4.217304e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 12829 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3336 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48325 members 
Mstep: Class 14 contains 16837 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1033 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6232 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1444 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 6466 members 
Mstep: Class 28 contains 13145 members 
Mstep: Class 29 contains 1931 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23352 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19042 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 26954 members 
Mstep: Class 43 contains 6352 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11851 members 
Mstep: Class 47 contains 3995 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9024 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6231 members 
Mstep: Class 57 contains 2865 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17188 members 
Mstep: Class 61 contains 12543 members 
Mstep: Class 62 contains 17272 members 
Mstep: Class 63 contains 21849 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12670 members 
Mstep: Class 66 contains 4626 members 
Mstep: Class 67 contains 16296 members 
Mstep: Class 68 contains 23466 members 
Mstep: Class 69 contains 21747 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34302 members 
Mstep: Class 72 contains 22777 members 
Mstep: Class 73 contains 27796 members 
Mstep: Class 75 contains 25801 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173008.000000 Penalty: 44543.296875
Iteration 296Q: 75 clusters Score -4.217301e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48335 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17856 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1432 members 
Mstep: Class 26 contains 1074 members 
Mstep: Class 27 contains 6462 members 
Mstep: Class 28 contains 13160 members 
Mstep: Class 29 contains 1932 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23376 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12430 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 19001 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 26848 members 
Mstep: Class 43 contains 6352 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 11952 members 
Mstep: Class 47 contains 3878 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9014 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6230 members 
Mstep: Class 57 contains 2842 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17199 members 
Mstep: Class 61 contains 12454 members 
Mstep: Class 62 contains 17111 members 
Mstep: Class 63 contains 21862 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12981 members 
Mstep: Class 66 contains 4625 members 
Mstep: Class 67 contains 16343 members 
Mstep: Class 68 contains 23475 members 
Mstep: Class 69 contains 21669 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34352 members 
Mstep: Class 72 contains 22773 members 
Mstep: Class 73 contains 27506 members 
Mstep: Class 75 contains 26189 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173200.000000 Penalty: 44543.296875
Iteration 297Q: 75 clusters Score -4.21732e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3111 members 
Mstep: Class 5 contains 12779 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48346 members 
Mstep: Class 14 contains 16778 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17855 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6235 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1423 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 6456 members 
Mstep: Class 28 contains 13172 members 
Mstep: Class 29 contains 1934 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23398 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12485 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18944 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 26661 members 
Mstep: Class 43 contains 6351 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12015 members 
Mstep: Class 47 contains 3790 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 8999 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6230 members 
Mstep: Class 57 contains 2818 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17217 members 
Mstep: Class 61 contains 12396 members 
Mstep: Class 62 contains 16984 members 
Mstep: Class 63 contains 21887 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13293 members 
Mstep: Class 66 contains 4623 members 
Mstep: Class 67 contains 16403 members 
Mstep: Class 68 contains 23478 members 
Mstep: Class 69 contains 21570 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34441 members 
Mstep: Class 72 contains 22790 members 
Mstep: Class 73 contains 27237 members 
Mstep: Class 75 contains 26548 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173320.000000 Penalty: 44543.296875
Iteration 298Q: 75 clusters Score -4.217332e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 12750 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48348 members 
Mstep: Class 14 contains 16759 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 17850 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 13190 members 
Mstep: Class 29 contains 1935 members 
Mstep: Class 30 contains 3097 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23425 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12539 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18852 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 26424 members 
Mstep: Class 43 contains 6350 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12137 members 
Mstep: Class 47 contains 3708 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1738 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9031 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6232 members 
Mstep: Class 57 contains 2786 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17237 members 
Mstep: Class 61 contains 12318 members 
Mstep: Class 62 contains 16889 members 
Mstep: Class 63 contains 21918 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13553 members 
Mstep: Class 66 contains 4618 members 
Mstep: Class 67 contains 16484 members 
Mstep: Class 68 contains 23482 members 
Mstep: Class 69 contains 21460 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34570 members 
Mstep: Class 72 contains 22803 members 
Mstep: Class 73 contains 26962 members 
Mstep: Class 75 contains 26860 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173368.000000 Penalty: 44543.296875
Iteration 299Q: 75 clusters Score -4.217337e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 12730 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48355 members 
Mstep: Class 14 contains 16727 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17840 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6233 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 951 members 
Mstep: Class 27 contains 6452 members 
Mstep: Class 28 contains 13200 members 
Mstep: Class 29 contains 1936 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23451 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12582 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18771 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 26204 members 
Mstep: Class 43 contains 6357 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12285 members 
Mstep: Class 47 contains 3610 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9102 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6234 members 
Mstep: Class 57 contains 2740 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17255 members 
Mstep: Class 61 contains 12226 members 
Mstep: Class 62 contains 16789 members 
Mstep: Class 63 contains 21959 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13827 members 
Mstep: Class 66 contains 4615 members 
Mstep: Class 67 contains 16557 members 
Mstep: Class 68 contains 23479 members 
Mstep: Class 69 contains 21370 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34712 members 
Mstep: Class 72 contains 22818 members 
Mstep: Class 73 contains 26624 members 
Mstep: Class 75 contains 27172 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173684.000000 Penalty: 44543.296875
Iteration 300F: 75 clusters Score -4.217368e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 12707 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48352 members 
Mstep: Class 14 contains 16686 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17833 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1391 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 6450 members 
Mstep: Class 28 contains 13229 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3096 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23467 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12616 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18635 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 25931 members 
Mstep: Class 43 contains 6362 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12392 members 
Mstep: Class 47 contains 3539 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9237 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6233 members 
Mstep: Class 57 contains 2692 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17275 members 
Mstep: Class 61 contains 12150 members 
Mstep: Class 62 contains 16701 members 
Mstep: Class 63 contains 22002 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14113 members 
Mstep: Class 66 contains 4616 members 
Mstep: Class 67 contains 16651 members 
Mstep: Class 68 contains 23483 members 
Mstep: Class 69 contains 21296 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34680 members 
Mstep: Class 72 contains 22808 members 
Mstep: Class 73 contains 26261 members 
Mstep: Class 75 contains 27699 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173780.000000 Penalty: 44543.296875
Iteration 301Q: 75 clusters Score -4.217378e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 12676 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6507 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1234 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 14 contains 16655 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 17822 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 867 members 
Mstep: Class 27 contains 6447 members 
Mstep: Class 28 contains 13241 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3095 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23484 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12617 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18525 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 25531 members 
Mstep: Class 43 contains 6361 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12542 members 
Mstep: Class 47 contains 3452 members 
Mstep: Class 48 contains 2147 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9387 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6234 members 
Mstep: Class 57 contains 2664 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17293 members 
Mstep: Class 61 contains 12090 members 
Mstep: Class 62 contains 16615 members 
Mstep: Class 63 contains 22025 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14302 members 
Mstep: Class 66 contains 4622 members 
Mstep: Class 67 contains 16713 members 
Mstep: Class 68 contains 23485 members 
Mstep: Class 69 contains 21253 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34719 members 
Mstep: Class 72 contains 22837 members 
Mstep: Class 73 contains 25920 members 
Mstep: Class 75 contains 28293 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173956.000000 Penalty: 44543.296875
Iteration 302Q: 75 clusters Score -4.217396e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 12651 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3322 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 14 contains 16625 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 17806 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1371 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 6445 members 
Mstep: Class 28 contains 13266 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3094 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23501 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12622 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18419 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 25068 members 
Mstep: Class 43 contains 6365 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 12741 members 
Mstep: Class 47 contains 3347 members 
Mstep: Class 48 contains 2147 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9562 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6235 members 
Mstep: Class 57 contains 2627 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17317 members 
Mstep: Class 61 contains 12015 members 
Mstep: Class 62 contains 16509 members 
Mstep: Class 63 contains 22046 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14439 members 
Mstep: Class 66 contains 4633 members 
Mstep: Class 67 contains 16759 members 
Mstep: Class 68 contains 23491 members 
Mstep: Class 69 contains 21212 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34794 members 
Mstep: Class 72 contains 22883 members 
Mstep: Class 73 contains 25541 members 
Mstep: Class 75 contains 28952 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174180.000000 Penalty: 44543.296875
Iteration 303Q: 75 clusters Score -4.217418e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3109 members 
Mstep: Class 5 contains 12625 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48360 members 
Mstep: Class 14 contains 16583 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1363 members 
Mstep: Class 26 contains 781 members 
Mstep: Class 27 contains 6442 members 
Mstep: Class 28 contains 13290 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23519 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12616 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18301 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 24592 members 
Mstep: Class 43 contains 6369 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 13010 members 
Mstep: Class 47 contains 3237 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9749 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6243 members 
Mstep: Class 57 contains 2604 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17348 members 
Mstep: Class 61 contains 11931 members 
Mstep: Class 62 contains 16441 members 
Mstep: Class 63 contains 22080 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14551 members 
Mstep: Class 66 contains 4657 members 
Mstep: Class 67 contains 16808 members 
Mstep: Class 68 contains 23489 members 
Mstep: Class 69 contains 21176 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34941 members 
Mstep: Class 72 contains 22910 members 
Mstep: Class 73 contains 25100 members 
Mstep: Class 75 contains 29526 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174276.000000 Penalty: 44543.296875
Iteration 304Q: 75 clusters Score -4.217428e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 12586 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48366 members 
Mstep: Class 14 contains 16564 members 
Mstep: Class 15 contains 833 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 17767 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 738 members 
Mstep: Class 27 contains 6441 members 
Mstep: Class 28 contains 13285 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23533 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12615 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18175 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 24095 members 
Mstep: Class 43 contains 6373 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 13336 members 
Mstep: Class 47 contains 3113 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9974 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6249 members 
Mstep: Class 57 contains 2564 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17390 members 
Mstep: Class 61 contains 11906 members 
Mstep: Class 62 contains 16340 members 
Mstep: Class 63 contains 22117 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14516 members 
Mstep: Class 66 contains 4699 members 
Mstep: Class 67 contains 16846 members 
Mstep: Class 68 contains 23482 members 
Mstep: Class 69 contains 21125 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35139 members 
Mstep: Class 72 contains 22983 members 
Mstep: Class 73 contains 24674 members 
Mstep: Class 75 contains 30098 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174264.000000 Penalty: 44543.296875
Iteration 305Q: 75 clusters Score -4.217426e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 12549 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48369 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 833 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 2688 members 
Mstep: Class 20 contains 17748 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6194 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1353 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6438 members 
Mstep: Class 28 contains 13318 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3092 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23539 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12609 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 18044 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 23531 members 
Mstep: Class 43 contains 6375 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 13646 members 
Mstep: Class 47 contains 2970 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1739 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10160 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6262 members 
Mstep: Class 57 contains 2539 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17424 members 
Mstep: Class 61 contains 11864 members 
Mstep: Class 62 contains 16240 members 
Mstep: Class 63 contains 22146 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14538 members 
Mstep: Class 66 contains 4759 members 
Mstep: Class 67 contains 16855 members 
Mstep: Class 68 contains 23485 members 
Mstep: Class 69 contains 21097 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 23049 members 
Mstep: Class 73 contains 24207 members 
Mstep: Class 75 contains 30721 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174372.000000 Penalty: 44543.296875
Iteration 306Q: 75 clusters Score -4.217437e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3108 members 
Mstep: Class 5 contains 12520 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6536 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48375 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17727 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1346 members 
Mstep: Class 26 contains 641 members 
Mstep: Class 27 contains 6436 members 
Mstep: Class 28 contains 13357 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3091 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1096 members 
Mstep: Class 33 contains 23549 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12593 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17901 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 22993 members 
Mstep: Class 43 contains 6379 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 13926 members 
Mstep: Class 47 contains 2822 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10334 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6275 members 
Mstep: Class 57 contains 2527 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17464 members 
Mstep: Class 61 contains 11834 members 
Mstep: Class 62 contains 16078 members 
Mstep: Class 63 contains 22170 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14527 members 
Mstep: Class 66 contains 4792 members 
Mstep: Class 67 contains 16873 members 
Mstep: Class 68 contains 23486 members 
Mstep: Class 69 contains 21064 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35582 members 
Mstep: Class 72 contains 23106 members 
Mstep: Class 73 contains 23828 members 
Mstep: Class 75 contains 31393 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174248.000000 Penalty: 44543.296875
Iteration 307Q: 75 clusters Score -4.217425e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3104 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48396 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17703 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6177 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1332 members 
Mstep: Class 26 contains 601 members 
Mstep: Class 27 contains 6432 members 
Mstep: Class 28 contains 13401 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3090 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 23554 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12585 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17769 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 22483 members 
Mstep: Class 43 contains 6383 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 14237 members 
Mstep: Class 47 contains 2679 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1735 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10517 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6287 members 
Mstep: Class 57 contains 2499 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17501 members 
Mstep: Class 61 contains 11751 members 
Mstep: Class 62 contains 15918 members 
Mstep: Class 63 contains 22193 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14470 members 
Mstep: Class 66 contains 4819 members 
Mstep: Class 67 contains 16901 members 
Mstep: Class 68 contains 23479 members 
Mstep: Class 69 contains 21043 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35797 members 
Mstep: Class 72 contains 23157 members 
Mstep: Class 73 contains 23504 members 
Mstep: Class 75 contains 32045 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174212.000000 Penalty: 44543.296875
Iteration 308Q: 75 clusters Score -4.217421e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 12457 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 396 members 
Mstep: Class 9 contains 3319 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1180 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48404 members 
Mstep: Class 14 contains 16554 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2690 members 
Mstep: Class 20 contains 17682 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6170 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 546 members 
Mstep: Class 27 contains 6428 members 
Mstep: Class 28 contains 13415 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1091 members 
Mstep: Class 33 contains 23558 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12561 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17624 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 21969 members 
Mstep: Class 43 contains 6387 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 14662 members 
Mstep: Class 47 contains 2533 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10759 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6303 members 
Mstep: Class 57 contains 2494 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17529 members 
Mstep: Class 61 contains 11627 members 
Mstep: Class 62 contains 15750 members 
Mstep: Class 63 contains 22232 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14313 members 
Mstep: Class 66 contains 4844 members 
Mstep: Class 67 contains 16938 members 
Mstep: Class 68 contains 23468 members 
Mstep: Class 69 contains 21022 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36022 members 
Mstep: Class 72 contains 23189 members 
Mstep: Class 73 contains 23193 members 
Mstep: Class 75 contains 32707 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173876.000000 Penalty: 44543.296875
Iteration 309Q: 75 clusters Score -4.217388e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 12438 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6547 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48400 members 
Mstep: Class 14 contains 16560 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2691 members 
Mstep: Class 20 contains 17659 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1298 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13433 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1089 members 
Mstep: Class 33 contains 23563 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12562 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17495 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 21404 members 
Mstep: Class 43 contains 6392 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 15086 members 
Mstep: Class 47 contains 2411 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1736 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11054 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6315 members 
Mstep: Class 57 contains 2474 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17550 members 
Mstep: Class 61 contains 11525 members 
Mstep: Class 62 contains 15587 members 
Mstep: Class 63 contains 22261 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14045 members 
Mstep: Class 66 contains 4879 members 
Mstep: Class 67 contains 16978 members 
Mstep: Class 68 contains 23465 members 
Mstep: Class 69 contains 21000 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36263 members 
Mstep: Class 72 contains 23211 members 
Mstep: Class 73 contains 22894 members 
Mstep: Class 75 contains 33348 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173784.000000 Penalty: 44543.296875
Iteration 310Q: 75 clusters Score -4.217378e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 12433 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1162 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6176 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1279 members 
Mstep: Class 26 contains 465 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13441 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 23576 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12556 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17382 members 
Mstep: Class 39 contains 1318 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 20865 members 
Mstep: Class 43 contains 6394 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 15472 members 
Mstep: Class 47 contains 2317 members 
Mstep: Class 48 contains 2151 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1737 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11373 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6323 members 
Mstep: Class 57 contains 2453 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17581 members 
Mstep: Class 61 contains 11443 members 
Mstep: Class 62 contains 15425 members 
Mstep: Class 63 contains 22286 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13777 members 
Mstep: Class 66 contains 4905 members 
Mstep: Class 67 contains 17012 members 
Mstep: Class 68 contains 23454 members 
Mstep: Class 69 contains 20992 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36536 members 
Mstep: Class 72 contains 23231 members 
Mstep: Class 73 contains 22592 members 
Mstep: Class 75 contains 33905 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173640.000000 Penalty: 44543.296875
Iteration 311Q: 75 clusters Score -4.217364e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 12419 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48398 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2692 members 
Mstep: Class 20 contains 17614 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 430 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13454 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 23578 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12561 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17198 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 20354 members 
Mstep: Class 43 contains 6395 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 15754 members 
Mstep: Class 47 contains 2185 members 
Mstep: Class 48 contains 2150 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1738 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11769 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6331 members 
Mstep: Class 57 contains 2433 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17612 members 
Mstep: Class 61 contains 11421 members 
Mstep: Class 62 contains 15200 members 
Mstep: Class 63 contains 22317 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13488 members 
Mstep: Class 66 contains 4967 members 
Mstep: Class 67 contains 17056 members 
Mstep: Class 68 contains 23452 members 
Mstep: Class 69 contains 20953 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36799 members 
Mstep: Class 72 contains 23251 members 
Mstep: Class 73 contains 22320 members 
Mstep: Class 75 contains 34541 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173376.000000 Penalty: 44543.296875
Iteration 312Q: 75 clusters Score -4.217338e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 12404 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1152 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48394 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17595 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1245 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13490 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3088 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 23584 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12562 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 17006 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19774 members 
Mstep: Class 43 contains 6399 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16071 members 
Mstep: Class 47 contains 2031 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12187 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6330 members 
Mstep: Class 57 contains 2414 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17641 members 
Mstep: Class 61 contains 11411 members 
Mstep: Class 62 contains 14962 members 
Mstep: Class 63 contains 22337 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13280 members 
Mstep: Class 66 contains 4984 members 
Mstep: Class 67 contains 17106 members 
Mstep: Class 68 contains 23444 members 
Mstep: Class 69 contains 20915 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37059 members 
Mstep: Class 72 contains 23284 members 
Mstep: Class 73 contains 21930 members 
Mstep: Class 75 contains 35273 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173308.000000 Penalty: 44543.296875
Iteration 313Q: 75 clusters Score -4.217331e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48387 members 
Mstep: Class 14 contains 16591 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 17580 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 382 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13512 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 23593 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12575 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 16845 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19332 members 
Mstep: Class 43 contains 6402 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16308 members 
Mstep: Class 47 contains 1876 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1730 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12625 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6336 members 
Mstep: Class 57 contains 2399 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17660 members 
Mstep: Class 61 contains 11466 members 
Mstep: Class 62 contains 14697 members 
Mstep: Class 63 contains 22347 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13035 members 
Mstep: Class 66 contains 5006 members 
Mstep: Class 67 contains 17160 members 
Mstep: Class 68 contains 23439 members 
Mstep: Class 69 contains 20896 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37330 members 
Mstep: Class 72 contains 23290 members 
Mstep: Class 73 contains 21551 members 
Mstep: Class 75 contains 35844 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172964.000000 Penalty: 44543.296875
Iteration 314Q: 75 clusters Score -4.217296e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 12380 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48374 members 
Mstep: Class 14 contains 16588 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 17563 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6176 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 369 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13525 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 23615 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12599 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 16654 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19081 members 
Mstep: Class 43 contains 6408 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16563 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 2149 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13003 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6344 members 
Mstep: Class 57 contains 2386 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17662 members 
Mstep: Class 61 contains 11537 members 
Mstep: Class 62 contains 14534 members 
Mstep: Class 63 contains 22357 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12890 members 
Mstep: Class 66 contains 5040 members 
Mstep: Class 67 contains 17196 members 
Mstep: Class 68 contains 23440 members 
Mstep: Class 69 contains 20868 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37618 members 
Mstep: Class 72 contains 23295 members 
Mstep: Class 73 contains 21138 members 
Mstep: Class 75 contains 36085 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 597.701233 but Gain 601.937500
Score: -42172944.000000 Penalty: 43941.359375
Iteration 315Q: 74 clusters Score -4.217294e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 12377 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48354 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2695 members 
Mstep: Class 20 contains 17538 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6176 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1212 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13565 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 23619 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12628 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 16448 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19170 members 
Mstep: Class 43 contains 6411 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16683 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13384 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6349 members 
Mstep: Class 57 contains 2374 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17659 members 
Mstep: Class 61 contains 11655 members 
Mstep: Class 62 contains 14443 members 
Mstep: Class 63 contains 22370 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12836 members 
Mstep: Class 66 contains 5038 members 
Mstep: Class 67 contains 17226 members 
Mstep: Class 68 contains 23445 members 
Mstep: Class 69 contains 20839 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37923 members 
Mstep: Class 72 contains 23304 members 
Mstep: Class 73 contains 20754 members 
Mstep: Class 75 contains 36149 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173256.000000 Penalty: 43941.359375
Iteration 316Q: 74 clusters Score -4.217326e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 12372 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6551 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48340 members 
Mstep: Class 14 contains 16555 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17519 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13572 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 23624 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12664 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 16264 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19096 members 
Mstep: Class 43 contains 6415 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16744 members 
Mstep: Class 47 contains 1630 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1728 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13773 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6353 members 
Mstep: Class 57 contains 2360 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 11808 members 
Mstep: Class 62 contains 14302 members 
Mstep: Class 63 contains 22377 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12879 members 
Mstep: Class 66 contains 5007 members 
Mstep: Class 67 contains 17260 members 
Mstep: Class 68 contains 23444 members 
Mstep: Class 69 contains 20816 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38188 members 
Mstep: Class 72 contains 23298 members 
Mstep: Class 73 contains 20326 members 
Mstep: Class 75 contains 36245 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172960.000000 Penalty: 43941.359375
Iteration 317Q: 74 clusters Score -4.217296e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48327 members 
Mstep: Class 14 contains 16525 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1188 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 13583 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 23614 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12705 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 16079 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19037 members 
Mstep: Class 43 contains 6419 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16844 members 
Mstep: Class 47 contains 1534 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1731 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14170 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6367 members 
Mstep: Class 57 contains 2355 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17650 members 
Mstep: Class 61 contains 11890 members 
Mstep: Class 62 contains 14207 members 
Mstep: Class 63 contains 22382 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13048 members 
Mstep: Class 66 contains 4916 members 
Mstep: Class 67 contains 17290 members 
Mstep: Class 68 contains 23431 members 
Mstep: Class 69 contains 20794 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38434 members 
Mstep: Class 72 contains 23290 members 
Mstep: Class 73 contains 19822 members 
Mstep: Class 75 contains 36281 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172780.000000 Penalty: 43941.359375
Iteration 318Q: 74 clusters Score -4.217278e+07 nChanged 2807
Entering ConstructFrom: 
Score: -42172780.000000 Penalty: 43941.359375
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -13448.138672 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -13448.14 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 214 members 
Entering Unmasked Estep 
Score: -13042.917969 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -13042.92 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13314.445312 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -13314.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13382.029297 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -13382.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13432.093750 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -13432.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13456.122070 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -13456.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13472.052734 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -13472.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13481.377930 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -13481.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13486.834961 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -13486.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13494.061523 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -13494.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13498.376953 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -13498.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13501.697266 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -13501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13501.697266 Penalty: 555.332825
	Iteration 11F: 3 clusters Score -13501.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 23607 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172068.000000 Penalty: 44543.296875
Splitting cluster 1 changes total score from -42172780.000000 to -42172068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -28689.671875 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28689.67 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -28882.289062 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28882.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -28940.761719 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28940.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -28978.365234 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -28978.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29004.890625 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -29004.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29044.388672 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29044.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29074.142578 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29074.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29086.433594 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29086.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29099.134766 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29099.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29109.457031 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29109.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29120.099609 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29138.283203 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29138.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29145.199219 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29155.115234 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -29155.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29161.462891 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -29161.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29168.109375 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -29168.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29176.617188 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -29176.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29182.158203 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -29182.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -29184.718750 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -29184.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29185.320312 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -29185.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29185.320312 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -29185.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -6693.900879 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -6693.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6343.179199 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -6343.179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6513.224609 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -6513.225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6596.505371 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -6596.505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6645.066406 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -6645.066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6670.171387 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -6670.171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6688.497559 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -6688.498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6700.030273 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -6700.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6724.333008 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -6724.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6749.408203 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -6749.408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6762.014160 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -6762.014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6766.941406 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -6766.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6768.398438 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -6768.398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6768.692871 Penalty: 532.811523
	Iteration 12F: 3 clusters Score -6768.693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6773.299805 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -6773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6774.510742 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -6774.511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6774.803711 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -6774.804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6774.803711 Penalty: 532.811523
	Iteration 16F: 3 clusters Score -6774.804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 161 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 23607 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172120.000000 Penalty: 44543.296875
Splitting cluster 3 changes total score from -42172780.000000 to -42172120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -230059.500000 Penalty: 365.634674
	Iteration 0F: 2 clusters Score -230059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -227912.750000 Penalty: 731.269348
	Iteration 0F: 3 clusters Score -227912.8 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -228633.609375 Penalty: 731.269348
	Iteration 1F: 3 clusters Score -228633.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -228720.546875 Penalty: 731.269348
	Iteration 2F: 3 clusters Score -228720.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -228791.875000 Penalty: 731.269348
	Iteration 3F: 3 clusters Score -228791.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -228861.921875 Penalty: 731.269348
	Iteration 4F: 3 clusters Score -228861.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -228933.921875 Penalty: 731.269348
	Iteration 5Q: 3 clusters Score -228933.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -229000.671875 Penalty: 731.269348
	Iteration 6Q: 3 clusters Score -229000.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -229072.406250 Penalty: 731.269348
	Iteration 7Q: 3 clusters Score -229072.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -229157.703125 Penalty: 731.269348
	Iteration 8Q: 3 clusters Score -229157.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -229246.812500 Penalty: 731.269348
	Iteration 9Q: 3 clusters Score -229246.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -229295.109375 Penalty: 731.269348
	Iteration 10Q: 3 clusters Score -229295.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -229339.375000 Penalty: 731.269348
	Iteration 11Q: 3 clusters Score -229339.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -229369.343750 Penalty: 731.269348
	Iteration 12Q: 3 clusters Score -229369.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -229385.531250 Penalty: 731.269348
	Iteration 13Q: 3 clusters Score -229385.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -229399.484375 Penalty: 731.269348
	Iteration 14Q: 3 clusters Score -229399.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -229417.656250 Penalty: 731.269348
	Iteration 15Q: 3 clusters Score -229417.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -229434.734375 Penalty: 731.269348
	Iteration 16Q: 3 clusters Score -229434.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -229460.218750 Penalty: 731.269348
	Iteration 17Q: 3 clusters Score -229460.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -229485.015625 Penalty: 731.269348
	Iteration 18Q: 3 clusters Score -229485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -229510.109375 Penalty: 731.269348
	Iteration 19Q: 3 clusters Score -229510.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -229532.125000 Penalty: 731.269348
	Iteration 20F: 3 clusters Score -229532.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -229553.031250 Penalty: 731.269348
	Iteration 21Q: 3 clusters Score -229553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -229579.500000 Penalty: 731.269348
	Iteration 22Q: 3 clusters Score -229579.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -229599.046875 Penalty: 731.269348
	Iteration 23Q: 3 clusters Score -229599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -229622.609375 Penalty: 731.269348
	Iteration 24Q: 3 clusters Score -229622.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -229639.531250 Penalty: 731.269348
	Iteration 25Q: 3 clusters Score -229639.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -229661.656250 Penalty: 731.269348
	Iteration 26Q: 3 clusters Score -229661.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -229685.375000 Penalty: 731.269348
	Iteration 27Q: 3 clusters Score -229685.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -229700.265625 Penalty: 731.269348
	Iteration 28Q: 3 clusters Score -229700.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -229718.140625 Penalty: 731.269348
	Iteration 29Q: 3 clusters Score -229718.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -229732.250000 Penalty: 731.269348
	Iteration 30Q: 3 clusters Score -229732.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -229741.765625 Penalty: 731.269348
	Iteration 31Q: 3 clusters Score -229741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -229750.203125 Penalty: 731.269348
	Iteration 32Q: 3 clusters Score -229750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -229756.687500 Penalty: 731.269348
	Iteration 33Q: 3 clusters Score -229756.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -229763.312500 Penalty: 731.269348
	Iteration 34Q: 3 clusters Score -229763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -229766.031250 Penalty: 731.269348
	Iteration 35Q: 3 clusters Score -229766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -229767.781250 Penalty: 731.269348
	Iteration 36Q: 3 clusters Score -229767.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -229767.781250 Penalty: 731.269348
	Iteration 37F: 3 clusters Score -229767.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Entering Unmasked Estep 
Score: -991704.687500 Penalty: 428.769897
	Iteration 0F: 2 clusters Score -991704.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -983517.562500 Penalty: 857.539795
	Iteration 0F: 3 clusters Score -983517.6 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -986836.562500 Penalty: 857.539795
	Iteration 1F: 3 clusters Score -986836.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -987381.812500 Penalty: 857.539795
	Iteration 2F: 3 clusters Score -987381.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -988221.812500 Penalty: 857.539795
	Iteration 3F: 3 clusters Score -988221.8 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -989232.750000 Penalty: 857.539795
	Iteration 4F: 3 clusters Score -989232.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -990182.812500 Penalty: 857.539795
	Iteration 5F: 3 clusters Score -990182.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -990763.937500 Penalty: 857.539795
	Iteration 6Q: 3 clusters Score -990763.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -991037.812500 Penalty: 857.539795
	Iteration 7Q: 3 clusters Score -991037.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -991134.375000 Penalty: 857.539795
	Iteration 8Q: 3 clusters Score -991134.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -991187.937500 Penalty: 857.539795
	Iteration 9Q: 3 clusters Score -991187.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -991221.562500 Penalty: 857.539795
	Iteration 10Q: 3 clusters Score -991221.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -991242.687500 Penalty: 857.539795
	Iteration 11Q: 3 clusters Score -991242.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -991257.937500 Penalty: 857.539795
	Iteration 12Q: 3 clusters Score -991257.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -991270.812500 Penalty: 857.539795
	Iteration 13Q: 3 clusters Score -991270.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -991283.500000 Penalty: 857.539795
	Iteration 14Q: 3 clusters Score -991283.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -991288.625000 Penalty: 857.539795
	Iteration 15Q: 3 clusters Score -991288.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -991298.125000 Penalty: 857.539795
	Iteration 16Q: 3 clusters Score -991298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -991308.062500 Penalty: 857.539795
	Iteration 17Q: 3 clusters Score -991308.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -991315.437500 Penalty: 857.539795
	Iteration 18Q: 3 clusters Score -991315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -991318.625000 Penalty: 857.539795
	Iteration 19Q: 3 clusters Score -991318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -991326.000000 Penalty: 857.539795
	Iteration 20F: 3 clusters Score -991326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -991330.375000 Penalty: 857.539795
	Iteration 21Q: 3 clusters Score -991330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -991332.937500 Penalty: 857.539795
	Iteration 22Q: 3 clusters Score -991332.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -991338.062500 Penalty: 857.539795
	Iteration 23Q: 3 clusters Score -991338.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -991346.437500 Penalty: 857.539795
	Iteration 24Q: 3 clusters Score -991346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -991349.875000 Penalty: 857.539795
	Iteration 25Q: 3 clusters Score -991349.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -991353.437500 Penalty: 857.539795
	Iteration 26Q: 3 clusters Score -991353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -991358.250000 Penalty: 857.539795
	Iteration 27Q: 3 clusters Score -991358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -991360.375000 Penalty: 857.539795
	Iteration 28Q: 3 clusters Score -991360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -991363.062500 Penalty: 857.539795
	Iteration 29Q: 3 clusters Score -991363.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -991363.062500 Penalty: 857.539795
	Iteration 30F: 3 clusters Score -991363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13154.185547 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13154.19 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 149 members 
Entering Unmasked Estep 
Score: -12840.644531 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12840.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12966.828125 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12966.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13021.428711 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13021.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13096.523438 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -13096.52 nChanged 17
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: -13137.492188 Penalty: 522.904541
	Iteration 4F: 3 clusters Score -13137.49 nChanged 10
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: -13151.810547 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13151.81 nChanged 8
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: -13157.253906 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13157.25 nChanged 2
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: -13161.387695 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13161.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13164.535156 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13164.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13165.671875 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13165.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13165.671875 Penalty: 522.904541
	Iteration 10F: 3 clusters Score -13165.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 2694 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 134 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 23607 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42171976.000000 Penalty: 44543.296875
Splitting cluster 6 changes total score from -42172780.000000 to -42171976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Entering Unmasked Estep 
Score: -511510.406250 Penalty: 399.867096
	Iteration 0F: 2 clusters Score -511510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -507132.031250 Penalty: 799.734192
	Iteration 0F: 3 clusters Score -507132 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -508776.000000 Penalty: 799.734192
	Iteration 1F: 3 clusters Score -508776 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -508954.843750 Penalty: 799.734192
	Iteration 2F: 3 clusters Score -508954.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -509195.093750 Penalty: 799.734192
	Iteration 3F: 3 clusters Score -509195.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -509490.343750 Penalty: 799.734192
	Iteration 4F: 3 clusters Score -509490.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -509838.000000 Penalty: 799.734192
	Iteration 5F: 3 clusters Score -509838 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -510164.718750 Penalty: 799.734192
	Iteration 6F: 3 clusters Score -510164.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -510400.406250 Penalty: 799.734192
	Iteration 7Q: 3 clusters Score -510400.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -510560.250000 Penalty: 799.734192
	Iteration 8Q: 3 clusters Score -510560.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -510674.000000 Penalty: 799.734192
	Iteration 9Q: 3 clusters Score -510674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -510776.718750 Penalty: 799.734192
	Iteration 10Q: 3 clusters Score -510776.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -510875.843750 Penalty: 799.734192
	Iteration 11Q: 3 clusters Score -510875.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -510961.656250 Penalty: 799.734192
	Iteration 12Q: 3 clusters Score -510961.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -511032.718750 Penalty: 799.734192
	Iteration 13Q: 3 clusters Score -511032.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -511076.718750 Penalty: 799.734192
	Iteration 14Q: 3 clusters Score -511076.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -511099.687500 Penalty: 799.734192
	Iteration 15Q: 3 clusters Score -511099.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -511129.062500 Penalty: 799.734192
	Iteration 16Q: 3 clusters Score -511129.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -511152.562500 Penalty: 799.734192
	Iteration 17Q: 3 clusters Score -511152.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -511166.531250 Penalty: 799.734192
	Iteration 18Q: 3 clusters Score -511166.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -511177.093750 Penalty: 799.734192
	Iteration 19Q: 3 clusters Score -511177.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -511183.875000 Penalty: 799.734192
	Iteration 20F: 3 clusters Score -511183.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -511188.781250 Penalty: 799.734192
	Iteration 21Q: 3 clusters Score -511188.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -511194.750000 Penalty: 799.734192
	Iteration 22Q: 3 clusters Score -511194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -511198.781250 Penalty: 799.734192
	Iteration 23Q: 3 clusters Score -511198.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -511200.750000 Penalty: 799.734192
	Iteration 24Q: 3 clusters Score -511200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -511203.812500 Penalty: 799.734192
	Iteration 25Q: 3 clusters Score -511203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -511209.875000 Penalty: 799.734192
	Iteration 26Q: 3 clusters Score -511209.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -511217.625000 Penalty: 799.734192
	Iteration 27Q: 3 clusters Score -511217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -511223.656250 Penalty: 799.734192
	Iteration 28Q: 3 clusters Score -511223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -511226.656250 Penalty: 799.734192
	Iteration 29Q: 3 clusters Score -511226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -511230.718750 Penalty: 799.734192
	Iteration 30Q: 3 clusters Score -511230.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -511234.906250 Penalty: 799.734192
	Iteration 31Q: 3 clusters Score -511234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -511238.281250 Penalty: 799.734192
	Iteration 32Q: 3 clusters Score -511238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -511239.562500 Penalty: 799.734192
	Iteration 33Q: 3 clusters Score -511239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -511242.875000 Penalty: 799.734192
	Iteration 34Q: 3 clusters Score -511242.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -511245.625000 Penalty: 799.734192
	Iteration 35Q: 3 clusters Score -511245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -511248.500000 Penalty: 799.734192
	Iteration 36Q: 3 clusters Score -511248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -511248.968750 Penalty: 799.734192
	Iteration 37Q: 3 clusters Score -511249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -511249.750000 Penalty: 799.734192
	Iteration 38Q: 3 clusters Score -511249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -511250.375000 Penalty: 799.734192
	Iteration 39Q: 3 clusters Score -511250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -511251.312500 Penalty: 799.734192
	Iteration 40F: 3 clusters Score -511251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -511251.750000 Penalty: 799.734192
	Iteration 41Q: 3 clusters Score -511251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -511251.750000 Penalty: 799.734192
	Iteration 42F: 3 clusters Score -511251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -24955.750000 Penalty: 272.039307
	Iteration 0F: 2 clusters Score -24955.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24547.210938 Penalty: 544.078613
	Iteration 0F: 3 clusters Score -24547.21 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24664.509766 Penalty: 544.078613
	Iteration 1F: 3 clusters Score -24664.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24712.640625 Penalty: 544.078613
	Iteration 2F: 3 clusters Score -24712.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24757.953125 Penalty: 544.078613
	Iteration 3F: 3 clusters Score -24757.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24805.974609 Penalty: 544.078613
	Iteration 4F: 3 clusters Score -24805.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24836.964844 Penalty: 544.078613
	Iteration 5F: 3 clusters Score -24836.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24854.138672 Penalty: 544.078613
	Iteration 6Q: 3 clusters Score -24854.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24864.142578 Penalty: 544.078613
	Iteration 7Q: 3 clusters Score -24864.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24871.730469 Penalty: 544.078613
	Iteration 8Q: 3 clusters Score -24871.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24879.634766 Penalty: 544.078613
	Iteration 9Q: 3 clusters Score -24879.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24881.576172 Penalty: 544.078613
	Iteration 10Q: 3 clusters Score -24881.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24884.867188 Penalty: 544.078613
	Iteration 11Q: 3 clusters Score -24884.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24898.207031 Penalty: 544.078613
	Iteration 12Q: 3 clusters Score -24898.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24907.716797 Penalty: 544.078613
	Iteration 13Q: 3 clusters Score -24907.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24909.992188 Penalty: 544.078613
	Iteration 14Q: 3 clusters Score -24909.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24909.992188 Penalty: 544.078613
	Iteration 15F: 3 clusters Score -24909.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -249452.625000 Penalty: 369.391998
	Iteration 0F: 2 clusters Score -249452.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -247130.671875 Penalty: 738.783997
	Iteration 0F: 3 clusters Score -247130.7 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -247902.921875 Penalty: 738.783997
	Iteration 1F: 3 clusters Score -247902.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -247966.000000 Penalty: 738.783997
	Iteration 2F: 3 clusters Score -247966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -248036.500000 Penalty: 738.783997
	Iteration 3Q: 3 clusters Score -248036.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -248106.671875 Penalty: 738.783997
	Iteration 4Q: 3 clusters Score -248106.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -248187.375000 Penalty: 738.783997
	Iteration 5Q: 3 clusters Score -248187.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -248285.953125 Penalty: 738.783997
	Iteration 6F: 3 clusters Score -248286 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -248393.078125 Penalty: 738.783997
	Iteration 7F: 3 clusters Score -248393.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -248555.468750 Penalty: 738.783997
	Iteration 8F: 3 clusters Score -248555.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -248738.093750 Penalty: 738.783997
	Iteration 9F: 3 clusters Score -248738.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -248910.875000 Penalty: 738.783997
	Iteration 10F: 3 clusters Score -248910.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -249012.734375 Penalty: 738.783997
	Iteration 11Q: 3 clusters Score -249012.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -249081.015625 Penalty: 738.783997
	Iteration 12Q: 3 clusters Score -249081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -249115.812500 Penalty: 738.783997
	Iteration 13Q: 3 clusters Score -249115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -249136.437500 Penalty: 738.783997
	Iteration 14Q: 3 clusters Score -249136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -249143.484375 Penalty: 738.783997
	Iteration 15Q: 3 clusters Score -249143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -249149.250000 Penalty: 738.783997
	Iteration 16Q: 3 clusters Score -249149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -249149.250000 Penalty: 738.783997
	Iteration 17F: 3 clusters Score -249149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -163661.765625 Penalty: 351.078705
	Iteration 0F: 2 clusters Score -163661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -162069.671875 Penalty: 702.157410
	Iteration 0F: 3 clusters Score -162069.7 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -162670.171875 Penalty: 702.157410
	Iteration 1F: 3 clusters Score -162670.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162792.359375 Penalty: 702.157410
	Iteration 2F: 3 clusters Score -162792.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -162871.859375 Penalty: 702.157410
	Iteration 3F: 3 clusters Score -162871.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162934.921875 Penalty: 702.157410
	Iteration 4Q: 3 clusters Score -162934.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -162994.703125 Penalty: 702.157410
	Iteration 5Q: 3 clusters Score -162994.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -163047.656250 Penalty: 702.157410
	Iteration 6Q: 3 clusters Score -163047.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163087.843750 Penalty: 702.157410
	Iteration 7Q: 3 clusters Score -163087.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163118.390625 Penalty: 702.157410
	Iteration 8Q: 3 clusters Score -163118.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163152.593750 Penalty: 702.157410
	Iteration 9Q: 3 clusters Score -163152.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -163183.515625 Penalty: 702.157410
	Iteration 10Q: 3 clusters Score -163183.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -163214.875000 Penalty: 702.157410
	Iteration 11Q: 3 clusters Score -163214.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -163242.562500 Penalty: 702.157410
	Iteration 12Q: 3 clusters Score -163242.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -163279.187500 Penalty: 702.157410
	Iteration 13Q: 3 clusters Score -163279.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -163308.234375 Penalty: 702.157410
	Iteration 14Q: 3 clusters Score -163308.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -163317.843750 Penalty: 702.157410
	Iteration 15Q: 3 clusters Score -163317.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -163324.109375 Penalty: 702.157410
	Iteration 16Q: 3 clusters Score -163324.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163329.140625 Penalty: 702.157410
	Iteration 17Q: 3 clusters Score -163329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -163331.359375 Penalty: 702.157410
	Iteration 18Q: 3 clusters Score -163331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -163332.812500 Penalty: 702.157410
	Iteration 19Q: 3 clusters Score -163332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -163333.375000 Penalty: 702.157410
	Iteration 20F: 3 clusters Score -163333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -163334.125000 Penalty: 702.157410
	Iteration 21Q: 3 clusters Score -163334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -163338.781250 Penalty: 702.157410
	Iteration 22Q: 3 clusters Score -163338.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -163341.750000 Penalty: 702.157410
	Iteration 23Q: 3 clusters Score -163341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -163343.156250 Penalty: 702.157410
	Iteration 24Q: 3 clusters Score -163343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163344.531250 Penalty: 702.157410
	Iteration 25Q: 3 clusters Score -163344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163344.531250 Penalty: 702.157410
	Iteration 26F: 3 clusters Score -163344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -89235.703125 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -89235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88372.507812 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -88372.51 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88635.476562 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -88635.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88675.898438 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -88675.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -88712.968750 Penalty: 637.444275
	Iteration 3Q: 3 clusters Score -88712.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -88741.695312 Penalty: 637.444275
	Iteration 4Q: 3 clusters Score -88741.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -88767.718750 Penalty: 637.444275
	Iteration 5Q: 3 clusters Score -88767.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -88792.328125 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -88792.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -88807.390625 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -88807.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -88819.718750 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -88819.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -88831.601562 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -88831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -88841.015625 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -88841.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -88848.921875 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -88848.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -88853.656250 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -88853.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -88859.484375 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -88859.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -88863.515625 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -88863.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88866.273438 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -88866.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -88874.265625 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -88874.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -88880.906250 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -88880.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -88885.007812 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -88885.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88887.148438 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -88887.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88889.437500 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -88889.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -88891.609375 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -88891.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -88892.734375 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -88892.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -88895.328125 Penalty: 637.444275
	Iteration 23Q: 3 clusters Score -88895.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -88897.250000 Penalty: 637.444275
	Iteration 24Q: 3 clusters Score -88897.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -88898.296875 Penalty: 637.444275
	Iteration 25Q: 3 clusters Score -88898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -88899.132812 Penalty: 637.444275
	Iteration 26Q: 3 clusters Score -88899.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -88899.976562 Penalty: 637.444275
	Iteration 27Q: 3 clusters Score -88899.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -88900.468750 Penalty: 637.444275
	Iteration 28Q: 3 clusters Score -88900.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -88900.468750 Penalty: 637.444275
	Iteration 29F: 3 clusters Score -88900.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 127 members 
Entering Unmasked Estep 
Score: -16215.103516 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16215.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16302.265625 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16302.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16326.531250 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16326.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16341.083008 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16341.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16344.790039 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16344.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16351.221680 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16351.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16351.940430 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16351.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16351.940430 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -16351.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Entering Unmasked Estep 
Score: -3687897.500000 Penalty: 490.737335
	Iteration 0F: 2 clusters Score -3687898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3657083.000000 Penalty: 981.474670
	Iteration 0F: 3 clusters Score -3657083 nChanged 23543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3671819.250000 Penalty: 981.474670
	Iteration 1F: 3 clusters Score -3671819 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3673339.750000 Penalty: 981.474670
	Iteration 2F: 3 clusters Score -3673340 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3674873.750000 Penalty: 981.474670
	Iteration 3F: 3 clusters Score -3674874 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3676394.750000 Penalty: 981.474670
	Iteration 4F: 3 clusters Score -3676395 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3677721.250000 Penalty: 981.474670
	Iteration 5F: 3 clusters Score -3677721 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3679092.250000 Penalty: 981.474670
	Iteration 6Q: 3 clusters Score -3679092 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3680682.000000 Penalty: 981.474670
	Iteration 7Q: 3 clusters Score -3680682 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3682323.000000 Penalty: 981.474670
	Iteration 8Q: 3 clusters Score -3682323 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3683950.250000 Penalty: 981.474670
	Iteration 9Q: 3 clusters Score -3683950 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3685399.000000 Penalty: 981.474670
	Iteration 10Q: 3 clusters Score -3685399 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3686358.750000 Penalty: 981.474670
	Iteration 11Q: 3 clusters Score -3686359 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3686925.500000 Penalty: 981.474670
	Iteration 12Q: 3 clusters Score -3686926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3687145.750000 Penalty: 981.474670
	Iteration 13Q: 3 clusters Score -3687146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3687245.500000 Penalty: 981.474670
	Iteration 14Q: 3 clusters Score -3687246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3687305.500000 Penalty: 981.474670
	Iteration 15Q: 3 clusters Score -3687306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3687352.750000 Penalty: 981.474670
	Iteration 16Q: 3 clusters Score -3687353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3687375.000000 Penalty: 981.474670
	Iteration 17Q: 3 clusters Score -3687375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3687377.250000 Penalty: 981.474670
	Iteration 18Q: 3 clusters Score -3687377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3687386.000000 Penalty: 981.474670
	Iteration 19Q: 3 clusters Score -3687386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3687396.750000 Penalty: 981.474670
	Iteration 20F: 3 clusters Score -3687397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3687417.000000 Penalty: 981.474670
	Iteration 21Q: 3 clusters Score -3687417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3687428.000000 Penalty: 981.474670
	Iteration 22Q: 3 clusters Score -3687428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3687417.250000 Penalty: 981.474670
	Iteration 23Q: 3 clusters Score -3687417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3687421.250000 Penalty: 981.474670
	Iteration 24Q: 3 clusters Score -3687421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3687423.000000 Penalty: 981.474670
	Iteration 25Q: 3 clusters Score -3687423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3687420.000000 Penalty: 981.474670
	Iteration 26Q: 3 clusters Score -3687420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3687423.500000 Penalty: 981.474670
	Iteration 27Q: 3 clusters Score -3687424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3687427.250000 Penalty: 981.474670
	Iteration 28Q: 3 clusters Score -3687427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3687429.500000 Penalty: 981.474670
	Iteration 29Q: 3 clusters Score -3687430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3687436.750000 Penalty: 981.474670
	Iteration 30Q: 3 clusters Score -3687437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3687445.000000 Penalty: 981.474670
	Iteration 31Q: 3 clusters Score -3687445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3687443.500000 Penalty: 981.474670
	Iteration 32Q: 3 clusters Score -3687444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3687447.500000 Penalty: 981.474670
	Iteration 33Q: 3 clusters Score -3687448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3687447.500000 Penalty: 981.474670
	Iteration 34F: 3 clusters Score -3687448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Entering Unmasked Estep 
Score: -1336806.875000 Penalty: 441.891602
	Iteration 0F: 2 clusters Score -1336807 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 8322 members 
Entering Unmasked Estep 
Score: -1325866.625000 Penalty: 883.783203
	Iteration 0F: 3 clusters Score -1325867 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1330736.375000 Penalty: 883.783203
	Iteration 1F: 3 clusters Score -1330736 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1331284.875000 Penalty: 883.783203
	Iteration 2F: 3 clusters Score -1331285 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1332068.500000 Penalty: 883.783203
	Iteration 3F: 3 clusters Score -1332068 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1333038.750000 Penalty: 883.783203
	Iteration 4F: 3 clusters Score -1333039 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1334031.750000 Penalty: 883.783203
	Iteration 5F: 3 clusters Score -1334032 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1334814.000000 Penalty: 883.783203
	Iteration 6F: 3 clusters Score -1334814 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1335344.875000 Penalty: 883.783203
	Iteration 7Q: 3 clusters Score -1335345 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1335712.250000 Penalty: 883.783203
	Iteration 8Q: 3 clusters Score -1335712 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1335980.000000 Penalty: 883.783203
	Iteration 9Q: 3 clusters Score -1335980 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1336168.625000 Penalty: 883.783203
	Iteration 10Q: 3 clusters Score -1336169 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1336264.000000 Penalty: 883.783203
	Iteration 11Q: 3 clusters Score -1336264 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1336318.250000 Penalty: 883.783203
	Iteration 12Q: 3 clusters Score -1336318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1336348.750000 Penalty: 883.783203
	Iteration 13Q: 3 clusters Score -1336349 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1336373.500000 Penalty: 883.783203
	Iteration 14Q: 3 clusters Score -1336374 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1336386.625000 Penalty: 883.783203
	Iteration 15Q: 3 clusters Score -1336387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1336393.875000 Penalty: 883.783203
	Iteration 16Q: 3 clusters Score -1336394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1336398.625000 Penalty: 883.783203
	Iteration 17Q: 3 clusters Score -1336399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1336397.625000 Penalty: 883.783203
	Iteration 18Q: 3 clusters Score -1336398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1336402.875000 Penalty: 883.783203
	Iteration 19Q: 3 clusters Score -1336403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1336416.750000 Penalty: 883.783203
	Iteration 20F: 3 clusters Score -1336417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1336420.375000 Penalty: 883.783203
	Iteration 21Q: 3 clusters Score -1336420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1336421.500000 Penalty: 883.783203
	Iteration 22Q: 3 clusters Score -1336422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1336423.625000 Penalty: 883.783203
	Iteration 23Q: 3 clusters Score -1336424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1336424.750000 Penalty: 883.783203
	Iteration 24Q: 3 clusters Score -1336425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1336429.125000 Penalty: 883.783203
	Iteration 25Q: 3 clusters Score -1336429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1336428.250000 Penalty: 883.783203
	Iteration 26Q: 3 clusters Score -1336428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1336428.125000 Penalty: 883.783203
	Iteration 27Q: 3 clusters Score -1336428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1336428.000000 Penalty: 883.783203
	Iteration 28Q: 3 clusters Score -1336428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1336427.625000 Penalty: 883.783203
	Iteration 29Q: 3 clusters Score -1336428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1336427.500000 Penalty: 883.783203
	Iteration 30Q: 3 clusters Score -1336428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1336429.250000 Penalty: 883.783203
	Iteration 31Q: 3 clusters Score -1336429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1336428.625000 Penalty: 883.783203
	Iteration 32Q: 3 clusters Score -1336429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1336428.625000 Penalty: 883.783203
	Iteration 33F: 3 clusters Score -1336429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -59788.503906 Penalty: 305.934387
	Iteration 0F: 2 clusters Score -59788.5 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 410 members 
Entering Unmasked Estep 
Score: -59068.207031 Penalty: 611.868774
	Iteration 0F: 3 clusters Score -59068.21 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59307.800781 Penalty: 611.868774
	Iteration 1F: 3 clusters Score -59307.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59361.246094 Penalty: 611.868774
	Iteration 2F: 3 clusters Score -59361.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59398.578125 Penalty: 611.868774
	Iteration 3F: 3 clusters Score -59398.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59421.980469 Penalty: 611.868774
	Iteration 4Q: 3 clusters Score -59421.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59452.617188 Penalty: 611.868774
	Iteration 5Q: 3 clusters Score -59452.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59479.460938 Penalty: 611.868774
	Iteration 6Q: 3 clusters Score -59479.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59490.558594 Penalty: 611.868774
	Iteration 7Q: 3 clusters Score -59490.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59498.417969 Penalty: 611.868774
	Iteration 8Q: 3 clusters Score -59498.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59504.453125 Penalty: 611.868774
	Iteration 9Q: 3 clusters Score -59504.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59511.886719 Penalty: 611.868774
	Iteration 10Q: 3 clusters Score -59511.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59518.406250 Penalty: 611.868774
	Iteration 11Q: 3 clusters Score -59518.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59528.105469 Penalty: 611.868774
	Iteration 12Q: 3 clusters Score -59528.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59531.183594 Penalty: 611.868774
	Iteration 13Q: 3 clusters Score -59531.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -59532.000000 Penalty: 611.868774
	Iteration 14Q: 3 clusters Score -59532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59534.144531 Penalty: 611.868774
	Iteration 15Q: 3 clusters Score -59534.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59538.917969 Penalty: 611.868774
	Iteration 16Q: 3 clusters Score -59538.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59544.898438 Penalty: 611.868774
	Iteration 17Q: 3 clusters Score -59544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59549.371094 Penalty: 611.868774
	Iteration 18Q: 3 clusters Score -59549.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59554.566406 Penalty: 611.868774
	Iteration 19Q: 3 clusters Score -59554.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59558.546875 Penalty: 611.868774
	Iteration 20F: 3 clusters Score -59558.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59559.789062 Penalty: 611.868774
	Iteration 21Q: 3 clusters Score -59559.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59560.195312 Penalty: 611.868774
	Iteration 22Q: 3 clusters Score -59560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59561.230469 Penalty: 611.868774
	Iteration 23Q: 3 clusters Score -59561.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59561.832031 Penalty: 611.868774
	Iteration 24Q: 3 clusters Score -59561.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59562.707031 Penalty: 611.868774
	Iteration 25Q: 3 clusters Score -59562.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59566.609375 Penalty: 611.868774
	Iteration 26Q: 3 clusters Score -59566.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -59567.375000 Penalty: 611.868774
	Iteration 27Q: 3 clusters Score -59567.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59568.046875 Penalty: 611.868774
	Iteration 28Q: 3 clusters Score -59568.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59569.378906 Penalty: 611.868774
	Iteration 29Q: 3 clusters Score -59569.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59569.968750 Penalty: 611.868774
	Iteration 30Q: 3 clusters Score -59569.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59569.968750 Penalty: 611.868774
	Iteration 31F: 3 clusters Score -59569.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18280.341797 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18280.34 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 261 members 
Entering Unmasked Estep 
Score: -17762.472656 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17762.47 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -17985.867188 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -17985.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18054.373047 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18054.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18081.531250 Penalty: 572.195129
	Iteration 3Q: 3 clusters Score -18081.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18105.142578 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18105.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18114.296875 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18114.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18125.408203 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18125.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18138.244141 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18138.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18147.402344 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18147.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18153.955078 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -18153.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18160.806641 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -18160.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18168.425781 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -18168.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18173.343750 Penalty: 572.195129
	Iteration 12Q: 3 clusters Score -18173.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18175.000000 Penalty: 572.195129
	Iteration 13Q: 3 clusters Score -18175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18175.806641 Penalty: 572.195129
	Iteration 14Q: 3 clusters Score -18175.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18176.183594 Penalty: 572.195129
	Iteration 15Q: 3 clusters Score -18176.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18176.183594 Penalty: 572.195129
	Iteration 16F: 3 clusters Score -18176.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30267.107422 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30267.11 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30398.546875 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30398.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30430.074219 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30430.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30453.117188 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -30453.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30492.732422 Penalty: 557.743591
	Iteration 4F: 3 clusters Score -30492.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30532.750000 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30532.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30553.861328 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30553.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30563.177734 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30563.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30571.039062 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30571.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30573.892578 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30573.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30574.816406 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30574.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30575.369141 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30575.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30575.369141 Penalty: 557.743591
	Iteration 12F: 3 clusters Score -30575.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -70407.601562 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -70407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69614.632812 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -69614.63 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -69962.750000 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -69962.75 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70051.398438 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -70051.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70102.609375 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -70102.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70132.226562 Penalty: 631.648315
	Iteration 4Q: 3 clusters Score -70132.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70150.140625 Penalty: 631.648315
	Iteration 5Q: 3 clusters Score -70150.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70162.164062 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -70162.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70177.703125 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -70177.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70191.453125 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -70191.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70202.085938 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -70202.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70215.460938 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -70215.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70220.953125 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -70220.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -70222.718750 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -70222.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -70223.226562 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -70223.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70223.914062 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -70223.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70225.289062 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -70225.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70225.414062 Penalty: 631.648315
	Iteration 16Q: 3 clusters Score -70225.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70225.414062 Penalty: 631.648315
	Iteration 17F: 3 clusters Score -70225.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -207718.718750 Penalty: 359.394592
	Iteration 0F: 2 clusters Score -207718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -205842.062500 Penalty: 718.789185
	Iteration 0F: 3 clusters Score -205842.1 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -206475.453125 Penalty: 718.789185
	Iteration 1F: 3 clusters Score -206475.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -206545.578125 Penalty: 718.789185
	Iteration 2F: 3 clusters Score -206545.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -206630.859375 Penalty: 718.789185
	Iteration 3F: 3 clusters Score -206630.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -206739.171875 Penalty: 718.789185
	Iteration 4F: 3 clusters Score -206739.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -206867.453125 Penalty: 718.789185
	Iteration 5F: 3 clusters Score -206867.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -207038.218750 Penalty: 718.789185
	Iteration 6F: 3 clusters Score -207038.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -207266.109375 Penalty: 718.789185
	Iteration 7F: 3 clusters Score -207266.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -207577.062500 Penalty: 718.789185
	Iteration 8F: 3 clusters Score -207577.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -207910.578125 Penalty: 718.789185
	Iteration 9Q: 3 clusters Score -207910.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207995.593750 Penalty: 718.789185
	Iteration 10Q: 3 clusters Score -207995.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -208082.000000 Penalty: 718.789185
	Iteration 11Q: 3 clusters Score -208082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -208202.609375 Penalty: 718.789185
	Iteration 12Q: 3 clusters Score -208202.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -208365.000000 Penalty: 718.789185
	Iteration 13Q: 3 clusters Score -208365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -208412.312500 Penalty: 718.789185
	Iteration 14Q: 3 clusters Score -208412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -208412.312500 Penalty: 718.789185
	Iteration 15F: 3 clusters Score -208412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 23607 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172804.000000 Penalty: 44543.296875
Splitting cluster 19 changes total score from -42172780.000000 to -42172804.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (17510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Entering Unmasked Estep 
Score: -1387140.000000 Penalty: 444.559021
	Iteration 0F: 2 clusters Score -1387140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1375550.500000 Penalty: 889.118042
	Iteration 0F: 3 clusters Score -1375550 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1380133.375000 Penalty: 889.118042
	Iteration 1F: 3 clusters Score -1380133 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1380232.625000 Penalty: 889.118042
	Iteration 2Q: 3 clusters Score -1380233 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1380346.375000 Penalty: 889.118042
	Iteration 3Q: 3 clusters Score -1380346 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1380522.500000 Penalty: 889.118042
	Iteration 4Q: 3 clusters Score -1380522 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1380795.250000 Penalty: 889.118042
	Iteration 5Q: 3 clusters Score -1380795 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1381278.250000 Penalty: 889.118042
	Iteration 6F: 3 clusters Score -1381278 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1382009.625000 Penalty: 889.118042
	Iteration 7F: 3 clusters Score -1382010 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1383048.625000 Penalty: 889.118042
	Iteration 8F: 3 clusters Score -1383049 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1384270.375000 Penalty: 889.118042
	Iteration 9F: 3 clusters Score -1384270 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1385416.500000 Penalty: 889.118042
	Iteration 10F: 3 clusters Score -1385416 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1386217.125000 Penalty: 889.118042
	Iteration 11Q: 3 clusters Score -1386217 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1386573.875000 Penalty: 889.118042
	Iteration 12Q: 3 clusters Score -1386574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -1386688.250000 Penalty: 889.118042
	Iteration 13Q: 3 clusters Score -1386688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1386720.875000 Penalty: 889.118042
	Iteration 14Q: 3 clusters Score -1386721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1386731.000000 Penalty: 889.118042
	Iteration 15Q: 3 clusters Score -1386731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1386738.750000 Penalty: 889.118042
	Iteration 16Q: 3 clusters Score -1386739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1386746.250000 Penalty: 889.118042
	Iteration 17Q: 3 clusters Score -1386746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1386750.875000 Penalty: 889.118042
	Iteration 18Q: 3 clusters Score -1386751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1386753.375000 Penalty: 889.118042
	Iteration 19Q: 3 clusters Score -1386753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1386754.250000 Penalty: 889.118042
	Iteration 20F: 3 clusters Score -1386754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1386755.375000 Penalty: 889.118042
	Iteration 21Q: 3 clusters Score -1386755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1386755.375000 Penalty: 889.118042
	Iteration 22F: 3 clusters Score -1386755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13017.172852 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13017.17 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 132 members 
Entering Unmasked Estep 
Score: -12712.977539 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -12712.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12855.146484 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12855.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12913.978516 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12913.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12938.875977 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -12938.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12947.386719 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -12947.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12958.596680 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12963.618164 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12963.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12963.618164 Penalty: 504.965912
	Iteration 7F: 3 clusters Score -12963.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Entering Unmasked Estep 
Score: -483430.781250 Penalty: 397.165466
	Iteration 0F: 2 clusters Score -483430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -479253.156250 Penalty: 794.330933
	Iteration 0F: 3 clusters Score -479253.2 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -480838.437500 Penalty: 794.330933
	Iteration 1F: 3 clusters Score -480838.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -481078.593750 Penalty: 794.330933
	Iteration 2F: 3 clusters Score -481078.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -481430.156250 Penalty: 794.330933
	Iteration 3F: 3 clusters Score -481430.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -481939.406250 Penalty: 794.330933
	Iteration 4F: 3 clusters Score -481939.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -482453.593750 Penalty: 794.330933
	Iteration 5F: 3 clusters Score -482453.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -482840.156250 Penalty: 794.330933
	Iteration 6F: 3 clusters Score -482840.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -483043.000000 Penalty: 794.330933
	Iteration 7Q: 3 clusters Score -483043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -483138.468750 Penalty: 794.330933
	Iteration 8Q: 3 clusters Score -483138.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -483166.000000 Penalty: 794.330933
	Iteration 9Q: 3 clusters Score -483166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -483173.593750 Penalty: 794.330933
	Iteration 10Q: 3 clusters Score -483173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -483178.843750 Penalty: 794.330933
	Iteration 11Q: 3 clusters Score -483178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -483181.906250 Penalty: 794.330933
	Iteration 12Q: 3 clusters Score -483181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -483184.687500 Penalty: 794.330933
	Iteration 13Q: 3 clusters Score -483184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -483186.687500 Penalty: 794.330933
	Iteration 14Q: 3 clusters Score -483186.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -483188.875000 Penalty: 794.330933
	Iteration 15Q: 3 clusters Score -483188.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -483188.875000 Penalty: 794.330933
	Iteration 16F: 3 clusters Score -483188.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -515923.468750 Penalty: 400.398315
	Iteration 0F: 2 clusters Score -515923.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -511467.843750 Penalty: 800.796631
	Iteration 0F: 3 clusters Score -511467.8 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -513188.156250 Penalty: 800.796631
	Iteration 1F: 3 clusters Score -513188.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -513356.187500 Penalty: 800.796631
	Iteration 2F: 3 clusters Score -513356.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -513523.062500 Penalty: 800.796631
	Iteration 3F: 3 clusters Score -513523.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -513744.437500 Penalty: 800.796631
	Iteration 4F: 3 clusters Score -513744.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -514013.437500 Penalty: 800.796631
	Iteration 5F: 3 clusters Score -514013.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -514334.875000 Penalty: 800.796631
	Iteration 6F: 3 clusters Score -514334.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -514673.343750 Penalty: 800.796631
	Iteration 7F: 3 clusters Score -514673.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -514948.406250 Penalty: 800.796631
	Iteration 8Q: 3 clusters Score -514948.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -515124.031250 Penalty: 800.796631
	Iteration 9Q: 3 clusters Score -515124 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -515226.500000 Penalty: 800.796631
	Iteration 10Q: 3 clusters Score -515226.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -515297.906250 Penalty: 800.796631
	Iteration 11Q: 3 clusters Score -515297.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -515354.031250 Penalty: 800.796631
	Iteration 12Q: 3 clusters Score -515354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -515387.406250 Penalty: 800.796631
	Iteration 13Q: 3 clusters Score -515387.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -515411.406250 Penalty: 800.796631
	Iteration 14Q: 3 clusters Score -515411.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -515434.218750 Penalty: 800.796631
	Iteration 15Q: 3 clusters Score -515434.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -515455.687500 Penalty: 800.796631
	Iteration 16Q: 3 clusters Score -515455.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -515470.062500 Penalty: 800.796631
	Iteration 17Q: 3 clusters Score -515470.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -515480.218750 Penalty: 800.796631
	Iteration 18Q: 3 clusters Score -515480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -515490.937500 Penalty: 800.796631
	Iteration 19Q: 3 clusters Score -515490.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -515503.718750 Penalty: 800.796631
	Iteration 20F: 3 clusters Score -515503.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -515512.281250 Penalty: 800.796631
	Iteration 21Q: 3 clusters Score -515512.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -515525.718750 Penalty: 800.796631
	Iteration 22Q: 3 clusters Score -515525.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -515538.343750 Penalty: 800.796631
	Iteration 23Q: 3 clusters Score -515538.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -515548.437500 Penalty: 800.796631
	Iteration 24Q: 3 clusters Score -515548.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -515556.437500 Penalty: 800.796631
	Iteration 25Q: 3 clusters Score -515556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -515568.500000 Penalty: 800.796631
	Iteration 26Q: 3 clusters Score -515568.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -515577.937500 Penalty: 800.796631
	Iteration 27Q: 3 clusters Score -515577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -515583.125000 Penalty: 800.796631
	Iteration 28Q: 3 clusters Score -515583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -515585.875000 Penalty: 800.796631
	Iteration 29Q: 3 clusters Score -515585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -515590.125000 Penalty: 800.796631
	Iteration 30Q: 3 clusters Score -515590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -515591.250000 Penalty: 800.796631
	Iteration 31Q: 3 clusters Score -515591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -515592.000000 Penalty: 800.796631
	Iteration 32Q: 3 clusters Score -515592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -515593.718750 Penalty: 800.796631
	Iteration 33Q: 3 clusters Score -515593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -515594.406250 Penalty: 800.796631
	Iteration 34Q: 3 clusters Score -515594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -515594.406250 Penalty: 800.796631
	Iteration 35F: 3 clusters Score -515594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 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 324 members 
Entering Unmasked Estep 
Score: -42694.343750 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42694.34 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -42853.949219 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42853.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -42910.437500 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42910.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -42955.527344 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -42955.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43009.558594 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -43009.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43088.941406 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -43088.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -43139.449219 Penalty: 591.343628
	Iteration 6F: 3 clusters Score -43139.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43169.835938 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43169.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43184.601562 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43190.000000 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43195.835938 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43195.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43202.125000 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43202.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43207.082031 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43207.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -43213.519531 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43213.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43217.191406 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43217.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43222.093750 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -43222.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43223.640625 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -43223.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43223.640625 Penalty: 591.343628
	Iteration 17F: 3 clusters Score -43223.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -98067.679688 Penalty: 321.833771
	Iteration 0F: 2 clusters Score -98067.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97134.687500 Penalty: 643.667542
	Iteration 0F: 3 clusters Score -97134.69 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97401.031250 Penalty: 643.667542
	Iteration 1F: 3 clusters Score -97401.03 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97441.703125 Penalty: 643.667542
	Iteration 2F: 3 clusters Score -97441.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97464.015625 Penalty: 643.667542
	Iteration 3Q: 3 clusters Score -97464.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97477.429688 Penalty: 643.667542
	Iteration 4Q: 3 clusters Score -97477.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97487.632812 Penalty: 643.667542
	Iteration 5Q: 3 clusters Score -97487.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97502.171875 Penalty: 643.667542
	Iteration 6Q: 3 clusters Score -97502.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97521.468750 Penalty: 643.667542
	Iteration 7Q: 3 clusters Score -97521.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97543.156250 Penalty: 643.667542
	Iteration 8Q: 3 clusters Score -97543.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97565.117188 Penalty: 643.667542
	Iteration 9Q: 3 clusters Score -97565.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97584.070312 Penalty: 643.667542
	Iteration 10Q: 3 clusters Score -97584.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -97613.929688 Penalty: 643.667542
	Iteration 11Q: 3 clusters Score -97613.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97634.640625 Penalty: 643.667542
	Iteration 12Q: 3 clusters Score -97634.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97643.156250 Penalty: 643.667542
	Iteration 13Q: 3 clusters Score -97643.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97648.953125 Penalty: 643.667542
	Iteration 14Q: 3 clusters Score -97648.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97655.109375 Penalty: 643.667542
	Iteration 15Q: 3 clusters Score -97655.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97661.359375 Penalty: 643.667542
	Iteration 16Q: 3 clusters Score -97661.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97669.929688 Penalty: 643.667542
	Iteration 17Q: 3 clusters Score -97669.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97676.890625 Penalty: 643.667542
	Iteration 18Q: 3 clusters Score -97676.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97682.398438 Penalty: 643.667542
	Iteration 19Q: 3 clusters Score -97682.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97689.539062 Penalty: 643.667542
	Iteration 20F: 3 clusters Score -97689.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97696.515625 Penalty: 643.667542
	Iteration 21Q: 3 clusters Score -97696.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97701.289062 Penalty: 643.667542
	Iteration 22Q: 3 clusters Score -97701.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97704.328125 Penalty: 643.667542
	Iteration 23Q: 3 clusters Score -97704.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97706.960938 Penalty: 643.667542
	Iteration 24Q: 3 clusters Score -97706.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97708.804688 Penalty: 643.667542
	Iteration 25Q: 3 clusters Score -97708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97710.156250 Penalty: 643.667542
	Iteration 26Q: 3 clusters Score -97710.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97711.859375 Penalty: 643.667542
	Iteration 27Q: 3 clusters Score -97711.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97712.953125 Penalty: 643.667542
	Iteration 28Q: 3 clusters Score -97712.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97713.351562 Penalty: 643.667542
	Iteration 29Q: 3 clusters Score -97713.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97713.351562 Penalty: 643.667542
	Iteration 30F: 3 clusters Score -97713.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -479930.031250 Penalty: 398.948883
	Iteration 0F: 2 clusters Score -479930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -475646.937500 Penalty: 797.897766
	Iteration 0F: 3 clusters Score -475646.9 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -477528.312500 Penalty: 797.897766
	Iteration 1F: 3 clusters Score -477528.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -477857.187500 Penalty: 797.897766
	Iteration 2F: 3 clusters Score -477857.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -478286.125000 Penalty: 797.897766
	Iteration 3F: 3 clusters Score -478286.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -478732.250000 Penalty: 797.897766
	Iteration 4F: 3 clusters Score -478732.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -479114.312500 Penalty: 797.897766
	Iteration 5F: 3 clusters Score -479114.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -479415.125000 Penalty: 797.897766
	Iteration 6Q: 3 clusters Score -479415.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -479598.125000 Penalty: 797.897766
	Iteration 7Q: 3 clusters Score -479598.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -479696.718750 Penalty: 797.897766
	Iteration 8Q: 3 clusters Score -479696.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -479738.625000 Penalty: 797.897766
	Iteration 9Q: 3 clusters Score -479738.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -479770.968750 Penalty: 797.897766
	Iteration 10Q: 3 clusters Score -479771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -479799.406250 Penalty: 797.897766
	Iteration 11Q: 3 clusters Score -479799.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -479817.812500 Penalty: 797.897766
	Iteration 12Q: 3 clusters Score -479817.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -479832.875000 Penalty: 797.897766
	Iteration 13Q: 3 clusters Score -479832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -479841.500000 Penalty: 797.897766
	Iteration 14Q: 3 clusters Score -479841.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -479845.750000 Penalty: 797.897766
	Iteration 15Q: 3 clusters Score -479845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -479848.593750 Penalty: 797.897766
	Iteration 16Q: 3 clusters Score -479848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -479849.531250 Penalty: 797.897766
	Iteration 17Q: 3 clusters Score -479849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -479851.968750 Penalty: 797.897766
	Iteration 18F: 3 clusters Score -479852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -479852.562500 Penalty: 797.897766
	Iteration 19Q: 3 clusters Score -479852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -479853.906250 Penalty: 797.897766
	Iteration 20F: 3 clusters Score -479853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -479854.156250 Penalty: 797.897766
	Iteration 21Q: 3 clusters Score -479854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -479853.875000 Penalty: 797.897766
	Iteration 22Q: 3 clusters Score -479853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -479854.468750 Penalty: 797.897766
	Iteration 23Q: 3 clusters Score -479854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -479854.781250 Penalty: 797.897766
	Iteration 24Q: 3 clusters Score -479854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -479854.687500 Penalty: 797.897766
	Iteration 25Q: 3 clusters Score -479854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -479855.343750 Penalty: 797.897766
	Iteration 26Q: 3 clusters Score -479855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -479855.343750 Penalty: 797.897766
	Iteration 27F: 3 clusters Score -479855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -1107751.875000 Penalty: 433.030914
	Iteration 0F: 2 clusters Score -1107752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1098741.250000 Penalty: 866.061829
	Iteration 0F: 3 clusters Score -1098741 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1102777.125000 Penalty: 866.061829
	Iteration 1F: 3 clusters Score -1102777 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1103529.625000 Penalty: 866.061829
	Iteration 2F: 3 clusters Score -1103530 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1104662.750000 Penalty: 866.061829
	Iteration 3F: 3 clusters Score -1104663 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1106017.625000 Penalty: 866.061829
	Iteration 4F: 3 clusters Score -1106018 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1106943.500000 Penalty: 866.061829
	Iteration 5F: 3 clusters Score -1106944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1107248.250000 Penalty: 866.061829
	Iteration 6Q: 3 clusters Score -1107248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1107346.875000 Penalty: 866.061829
	Iteration 7Q: 3 clusters Score -1107347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1107368.500000 Penalty: 866.061829
	Iteration 8Q: 3 clusters Score -1107368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1107377.125000 Penalty: 866.061829
	Iteration 9Q: 3 clusters Score -1107377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1107377.125000 Penalty: 866.061829
	Iteration 10Q: 3 clusters Score -1107377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1107377.125000 Penalty: 866.061829
	Iteration 11F: 3 clusters Score -1107377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -150173.234375 Penalty: 344.431702
	Iteration 0F: 2 clusters Score -150173.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -148787.578125 Penalty: 688.863403
	Iteration 0F: 3 clusters Score -148787.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -149226.500000 Penalty: 688.863403
	Iteration 1F: 3 clusters Score -149226.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -149306.859375 Penalty: 688.863403
	Iteration 2F: 3 clusters Score -149306.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -149365.390625 Penalty: 688.863403
	Iteration 3F: 3 clusters Score -149365.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -149409.468750 Penalty: 688.863403
	Iteration 4Q: 3 clusters Score -149409.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -149452.296875 Penalty: 688.863403
	Iteration 5Q: 3 clusters Score -149452.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -149492.093750 Penalty: 688.863403
	Iteration 6Q: 3 clusters Score -149492.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -149540.421875 Penalty: 688.863403
	Iteration 7Q: 3 clusters Score -149540.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -149579.062500 Penalty: 688.863403
	Iteration 8Q: 3 clusters Score -149579.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -149607.265625 Penalty: 688.863403
	Iteration 9Q: 3 clusters Score -149607.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -149632.953125 Penalty: 688.863403
	Iteration 10Q: 3 clusters Score -149633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -149650.937500 Penalty: 688.863403
	Iteration 11Q: 3 clusters Score -149650.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -149670.546875 Penalty: 688.863403
	Iteration 12Q: 3 clusters Score -149670.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -149683.515625 Penalty: 688.863403
	Iteration 13Q: 3 clusters Score -149683.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -149698.640625 Penalty: 688.863403
	Iteration 14Q: 3 clusters Score -149698.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -149714.171875 Penalty: 688.863403
	Iteration 15Q: 3 clusters Score -149714.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -149734.562500 Penalty: 688.863403
	Iteration 16Q: 3 clusters Score -149734.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -149758.921875 Penalty: 688.863403
	Iteration 17Q: 3 clusters Score -149758.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -149790.500000 Penalty: 688.863403
	Iteration 18Q: 3 clusters Score -149790.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -149813.015625 Penalty: 688.863403
	Iteration 19Q: 3 clusters Score -149813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -149824.453125 Penalty: 688.863403
	Iteration 20F: 3 clusters Score -149824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -149830.046875 Penalty: 688.863403
	Iteration 21Q: 3 clusters Score -149830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -149832.562500 Penalty: 688.863403
	Iteration 22Q: 3 clusters Score -149832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -149834.796875 Penalty: 688.863403
	Iteration 23Q: 3 clusters Score -149834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -149837.046875 Penalty: 688.863403
	Iteration 24Q: 3 clusters Score -149837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -149839.453125 Penalty: 688.863403
	Iteration 25Q: 3 clusters Score -149839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -149841.500000 Penalty: 688.863403
	Iteration 26Q: 3 clusters Score -149841.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -149843.093750 Penalty: 688.863403
	Iteration 27Q: 3 clusters Score -149843.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -149848.468750 Penalty: 688.863403
	Iteration 28Q: 3 clusters Score -149848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -149850.593750 Penalty: 688.863403
	Iteration 29Q: 3 clusters Score -149850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -149851.078125 Penalty: 688.863403
	Iteration 30Q: 3 clusters Score -149851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -149851.078125 Penalty: 688.863403
	Iteration 31F: 3 clusters Score -149851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -227008.593750 Penalty: 365.619904
	Iteration 0F: 2 clusters Score -227008.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -224871.484375 Penalty: 731.239807
	Iteration 0F: 3 clusters Score -224871.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -225664.140625 Penalty: 731.239807
	Iteration 1F: 3 clusters Score -225664.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -225768.500000 Penalty: 731.239807
	Iteration 2F: 3 clusters Score -225768.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -225851.468750 Penalty: 731.239807
	Iteration 3F: 3 clusters Score -225851.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -225923.640625 Penalty: 731.239807
	Iteration 4Q: 3 clusters Score -225923.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -225990.250000 Penalty: 731.239807
	Iteration 5Q: 3 clusters Score -225990.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -226050.890625 Penalty: 731.239807
	Iteration 6Q: 3 clusters Score -226050.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -226101.578125 Penalty: 731.239807
	Iteration 7Q: 3 clusters Score -226101.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -226143.843750 Penalty: 731.239807
	Iteration 8Q: 3 clusters Score -226143.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -226177.625000 Penalty: 731.239807
	Iteration 9Q: 3 clusters Score -226177.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -226198.062500 Penalty: 731.239807
	Iteration 10Q: 3 clusters Score -226198.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -226210.703125 Penalty: 731.239807
	Iteration 11Q: 3 clusters Score -226210.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -226221.156250 Penalty: 731.239807
	Iteration 12Q: 3 clusters Score -226221.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -226230.515625 Penalty: 731.239807
	Iteration 13Q: 3 clusters Score -226230.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -226237.156250 Penalty: 731.239807
	Iteration 14Q: 3 clusters Score -226237.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -226242.656250 Penalty: 731.239807
	Iteration 15Q: 3 clusters Score -226242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -226248.093750 Penalty: 731.239807
	Iteration 16Q: 3 clusters Score -226248.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -226251.968750 Penalty: 731.239807
	Iteration 17Q: 3 clusters Score -226252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -226255.296875 Penalty: 731.239807
	Iteration 18Q: 3 clusters Score -226255.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -226258.031250 Penalty: 731.239807
	Iteration 19Q: 3 clusters Score -226258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -226260.359375 Penalty: 731.239807
	Iteration 20F: 3 clusters Score -226260.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -226263.140625 Penalty: 731.239807
	Iteration 21Q: 3 clusters Score -226263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -226267.015625 Penalty: 731.239807
	Iteration 22Q: 3 clusters Score -226267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -226272.078125 Penalty: 731.239807
	Iteration 23Q: 3 clusters Score -226272.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -226277.750000 Penalty: 731.239807
	Iteration 24Q: 3 clusters Score -226277.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -226284.828125 Penalty: 731.239807
	Iteration 25Q: 3 clusters Score -226284.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -226292.968750 Penalty: 731.239807
	Iteration 26Q: 3 clusters Score -226293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -226300.671875 Penalty: 731.239807
	Iteration 27Q: 3 clusters Score -226300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -226307.406250 Penalty: 731.239807
	Iteration 28Q: 3 clusters Score -226307.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -226312.281250 Penalty: 731.239807
	Iteration 29Q: 3 clusters Score -226312.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -226316.828125 Penalty: 731.239807
	Iteration 30Q: 3 clusters Score -226316.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -226321.265625 Penalty: 731.239807
	Iteration 31Q: 3 clusters Score -226321.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -226325.109375 Penalty: 731.239807
	Iteration 32Q: 3 clusters Score -226325.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -226328.437500 Penalty: 731.239807
	Iteration 33Q: 3 clusters Score -226328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -226330.281250 Penalty: 731.239807
	Iteration 34Q: 3 clusters Score -226330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -226332.875000 Penalty: 731.239807
	Iteration 35Q: 3 clusters Score -226332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -226334.468750 Penalty: 731.239807
	Iteration 36Q: 3 clusters Score -226334.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -226335.265625 Penalty: 731.239807
	Iteration 37Q: 3 clusters Score -226335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -226336.453125 Penalty: 731.239807
	Iteration 38Q: 3 clusters Score -226336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -226336.515625 Penalty: 731.239807
	Iteration 39Q: 3 clusters Score -226336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -226336.875000 Penalty: 731.239807
	Iteration 40F: 3 clusters Score -226336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -226338.000000 Penalty: 731.239807
	Iteration 41Q: 3 clusters Score -226338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -226338.171875 Penalty: 731.239807
	Iteration 42Q: 3 clusters Score -226338.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226338.171875 Penalty: 731.239807
	Iteration 43Q: 3 clusters Score -226338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226339.187500 Penalty: 731.239807
	Iteration 44Q: 3 clusters Score -226339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -226340.890625 Penalty: 731.239807
	Iteration 45Q: 3 clusters Score -226340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -226341.921875 Penalty: 731.239807
	Iteration 46Q: 3 clusters Score -226341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -226344.406250 Penalty: 731.239807
	Iteration 47Q: 3 clusters Score -226344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -226347.000000 Penalty: 731.239807
	Iteration 48Q: 3 clusters Score -226347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -226349.062500 Penalty: 731.239807
	Iteration 49Q: 3 clusters Score -226349.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -226351.109375 Penalty: 731.239807
	Iteration 50Q: 3 clusters Score -226351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -226352.296875 Penalty: 731.239807
	Iteration 51Q: 3 clusters Score -226352.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -226354.250000 Penalty: 731.239807
	Iteration 52Q: 3 clusters Score -226354.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -226355.390625 Penalty: 731.239807
	Iteration 53Q: 3 clusters Score -226355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -226356.140625 Penalty: 731.239807
	Iteration 54Q: 3 clusters Score -226356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -226355.640625 Penalty: 731.239807
	Iteration 55Q: 3 clusters Score -226355.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -226356.187500 Penalty: 731.239807
	Iteration 56Q: 3 clusters Score -226356.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -226356.187500 Penalty: 731.239807
	Iteration 57F: 3 clusters Score -226356.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -203894.140625 Penalty: 361.587189
	Iteration 0F: 2 clusters Score -203894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -201901.968750 Penalty: 723.174377
	Iteration 0F: 3 clusters Score -201902 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -202574.453125 Penalty: 723.174377
	Iteration 1F: 3 clusters Score -202574.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202670.906250 Penalty: 723.174377
	Iteration 2F: 3 clusters Score -202670.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -202748.531250 Penalty: 723.174377
	Iteration 3F: 3 clusters Score -202748.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -202841.921875 Penalty: 723.174377
	Iteration 4F: 3 clusters Score -202841.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -202974.812500 Penalty: 723.174377
	Iteration 5F: 3 clusters Score -202974.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203124.734375 Penalty: 723.174377
	Iteration 6F: 3 clusters Score -203124.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -203268.296875 Penalty: 723.174377
	Iteration 7F: 3 clusters Score -203268.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -203402.421875 Penalty: 723.174377
	Iteration 8Q: 3 clusters Score -203402.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -203510.687500 Penalty: 723.174377
	Iteration 9Q: 3 clusters Score -203510.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -203565.578125 Penalty: 723.174377
	Iteration 10Q: 3 clusters Score -203565.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -203581.640625 Penalty: 723.174377
	Iteration 11Q: 3 clusters Score -203581.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -203598.968750 Penalty: 723.174377
	Iteration 12Q: 3 clusters Score -203599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -203621.484375 Penalty: 723.174377
	Iteration 13Q: 3 clusters Score -203621.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -203637.875000 Penalty: 723.174377
	Iteration 14Q: 3 clusters Score -203637.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -203643.828125 Penalty: 723.174377
	Iteration 15Q: 3 clusters Score -203643.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -203647.390625 Penalty: 723.174377
	Iteration 16Q: 3 clusters Score -203647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -203650.906250 Penalty: 723.174377
	Iteration 17Q: 3 clusters Score -203650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -203653.531250 Penalty: 723.174377
	Iteration 18Q: 3 clusters Score -203653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -203654.468750 Penalty: 723.174377
	Iteration 19Q: 3 clusters Score -203654.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -203655.468750 Penalty: 723.174377
	Iteration 20F: 3 clusters Score -203655.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -203657.062500 Penalty: 723.174377
	Iteration 21Q: 3 clusters Score -203657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -203657.953125 Penalty: 723.174377
	Iteration 22Q: 3 clusters Score -203658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -203658.750000 Penalty: 723.174377
	Iteration 23Q: 3 clusters Score -203658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -203659.968750 Penalty: 723.174377
	Iteration 24Q: 3 clusters Score -203660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -203663.328125 Penalty: 723.174377
	Iteration 25Q: 3 clusters Score -203663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -203665.984375 Penalty: 723.174377
	Iteration 26Q: 3 clusters Score -203666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -203667.718750 Penalty: 723.174377
	Iteration 27Q: 3 clusters Score -203667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -203667.718750 Penalty: 723.174377
	Iteration 28F: 3 clusters Score -203667.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -87884.140625 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -87884.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87012.812500 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -87012.81 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87249.757812 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -87249.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87291.585938 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -87291.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87322.289062 Penalty: 636.113342
	Iteration 3F: 3 clusters Score -87322.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87348.882812 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -87348.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87369.062500 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -87369.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -87392.382812 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -87392.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87419.296875 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -87419.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -87448.843750 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -87448.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87488.062500 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -87488.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87515.328125 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -87515.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87533.539062 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -87533.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -87554.906250 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -87554.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87575.750000 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -87575.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -87592.437500 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -87592.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -87600.390625 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -87600.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -87610.921875 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -87610.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87616.656250 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -87616.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -87618.765625 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -87618.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87619.609375 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -87619.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87619.703125 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -87619.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87619.757812 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -87619.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87619.757812 Penalty: 636.113342
	Iteration 22F: 3 clusters Score -87619.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Entering Unmasked Estep 
Score: -1869417.750000 Penalty: 458.153107
	Iteration 0F: 2 clusters Score -1869418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1853853.875000 Penalty: 916.306213
	Iteration 0F: 3 clusters Score -1853854 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1860425.625000 Penalty: 916.306213
	Iteration 1F: 3 clusters Score -1860426 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1860958.500000 Penalty: 916.306213
	Iteration 2Q: 3 clusters Score -1860958 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1861787.750000 Penalty: 916.306213
	Iteration 3F: 3 clusters Score -1861788 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1862921.125000 Penalty: 916.306213
	Iteration 4F: 3 clusters Score -1862921 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1864337.125000 Penalty: 916.306213
	Iteration 5F: 3 clusters Score -1864337 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1865273.500000 Penalty: 916.306213
	Iteration 6F: 3 clusters Score -1865274 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1865715.625000 Penalty: 916.306213
	Iteration 7Q: 3 clusters Score -1865716 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1865950.250000 Penalty: 916.306213
	Iteration 8Q: 3 clusters Score -1865950 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1866162.125000 Penalty: 916.306213
	Iteration 9Q: 3 clusters Score -1866162 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1866407.125000 Penalty: 916.306213
	Iteration 10Q: 3 clusters Score -1866407 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1866679.750000 Penalty: 916.306213
	Iteration 11Q: 3 clusters Score -1866680 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1866936.125000 Penalty: 916.306213
	Iteration 12Q: 3 clusters Score -1866936 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1867193.375000 Penalty: 916.306213
	Iteration 13Q: 3 clusters Score -1867193 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1867436.500000 Penalty: 916.306213
	Iteration 14Q: 3 clusters Score -1867436 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1867676.875000 Penalty: 916.306213
	Iteration 15Q: 3 clusters Score -1867677 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1867868.125000 Penalty: 916.306213
	Iteration 16Q: 3 clusters Score -1867868 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1868020.625000 Penalty: 916.306213
	Iteration 17Q: 3 clusters Score -1868021 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1868181.750000 Penalty: 916.306213
	Iteration 18Q: 3 clusters Score -1868182 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1868338.125000 Penalty: 916.306213
	Iteration 19Q: 3 clusters Score -1868338 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1868448.250000 Penalty: 916.306213
	Iteration 20F: 3 clusters Score -1868448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1868584.500000 Penalty: 916.306213
	Iteration 21Q: 3 clusters Score -1868584 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1868679.125000 Penalty: 916.306213
	Iteration 22Q: 3 clusters Score -1868679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1868773.375000 Penalty: 916.306213
	Iteration 23Q: 3 clusters Score -1868773 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1868848.500000 Penalty: 916.306213
	Iteration 24Q: 3 clusters Score -1868848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1868928.000000 Penalty: 916.306213
	Iteration 25Q: 3 clusters Score -1868928 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1868991.125000 Penalty: 916.306213
	Iteration 26Q: 3 clusters Score -1868991 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1869040.500000 Penalty: 916.306213
	Iteration 27Q: 3 clusters Score -1869040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -1869085.125000 Penalty: 916.306213
	Iteration 28Q: 3 clusters Score -1869085 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -1869129.625000 Penalty: 916.306213
	Iteration 29Q: 3 clusters Score -1869130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -1869156.000000 Penalty: 916.306213
	Iteration 30Q: 3 clusters Score -1869156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1869187.750000 Penalty: 916.306213
	Iteration 31Q: 3 clusters Score -1869188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1869217.375000 Penalty: 916.306213
	Iteration 32Q: 3 clusters Score -1869217 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1869249.750000 Penalty: 916.306213
	Iteration 33Q: 3 clusters Score -1869250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -1869294.875000 Penalty: 916.306213
	Iteration 34Q: 3 clusters Score -1869295 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1869324.250000 Penalty: 916.306213
	Iteration 35Q: 3 clusters Score -1869324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -1869363.250000 Penalty: 916.306213
	Iteration 36Q: 3 clusters Score -1869363 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1869393.125000 Penalty: 916.306213
	Iteration 37Q: 3 clusters Score -1869393 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1869425.750000 Penalty: 916.306213
	Iteration 38Q: 3 clusters Score -1869426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1869439.375000 Penalty: 916.306213
	Iteration 39Q: 3 clusters Score -1869439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1869509.625000 Penalty: 916.306213
	Iteration 40F: 3 clusters Score -1869510 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1869553.375000 Penalty: 916.306213
	Iteration 41Q: 3 clusters Score -1869553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1869568.875000 Penalty: 916.306213
	Iteration 42Q: 3 clusters Score -1869569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1869576.750000 Penalty: 916.306213
	Iteration 43Q: 3 clusters Score -1869577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1869579.500000 Penalty: 916.306213
	Iteration 44Q: 3 clusters Score -1869580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1869591.500000 Penalty: 916.306213
	Iteration 45Q: 3 clusters Score -1869592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1869592.250000 Penalty: 916.306213
	Iteration 46Q: 3 clusters Score -1869592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1869586.875000 Penalty: 916.306213
	Iteration 47Q: 3 clusters Score -1869587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -1869593.500000 Penalty: 916.306213
	Iteration 48Q: 3 clusters Score -1869594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1869596.375000 Penalty: 916.306213
	Iteration 49Q: 3 clusters Score -1869596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1869587.500000 Penalty: 916.306213
	Iteration 50Q: 3 clusters Score -1869588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1869595.750000 Penalty: 916.306213
	Iteration 51Q: 3 clusters Score -1869596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1869592.875000 Penalty: 916.306213
	Iteration 52Q: 3 clusters Score -1869593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1869590.250000 Penalty: 916.306213
	Iteration 53Q: 3 clusters Score -1869590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1869590.000000 Penalty: 916.306213
	Iteration 54Q: 3 clusters Score -1869590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1869590.125000 Penalty: 916.306213
	Iteration 55Q: 3 clusters Score -1869590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1869587.250000 Penalty: 916.306213
	Iteration 56Q: 3 clusters Score -1869587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -1869581.250000 Penalty: 916.306213
	Iteration 57Q: 3 clusters Score -1869581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1869585.750000 Penalty: 916.306213
	Iteration 58Q: 3 clusters Score -1869586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1869581.625000 Penalty: 916.306213
	Iteration 59Q: 3 clusters Score -1869582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1869584.625000 Penalty: 916.306213
	Iteration 60F: 3 clusters Score -1869585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1869593.625000 Penalty: 916.306213
	Iteration 61Q: 3 clusters Score -1869594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1869590.500000 Penalty: 916.306213
	Iteration 62Q: 3 clusters Score -1869590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1869589.125000 Penalty: 916.306213
	Iteration 63Q: 3 clusters Score -1869589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1869585.250000 Penalty: 916.306213
	Iteration 64Q: 3 clusters Score -1869585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1869583.125000 Penalty: 916.306213
	Iteration 65Q: 3 clusters Score -1869583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1869582.500000 Penalty: 916.306213
	Iteration 66Q: 3 clusters Score -1869582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1869586.500000 Penalty: 916.306213
	Iteration 67Q: 3 clusters Score -1869586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1869582.250000 Penalty: 916.306213
	Iteration 68Q: 3 clusters Score -1869582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1869580.625000 Penalty: 916.306213
	Iteration 69Q: 3 clusters Score -1869581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1869573.500000 Penalty: 916.306213
	Iteration 70Q: 3 clusters Score -1869574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1869582.375000 Penalty: 916.306213
	Iteration 71Q: 3 clusters Score -1869582 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1869577.250000 Penalty: 916.306213
	Iteration 72Q: 3 clusters Score -1869577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1869580.375000 Penalty: 916.306213
	Iteration 73Q: 3 clusters Score -1869580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1869575.250000 Penalty: 916.306213
	Iteration 74Q: 3 clusters Score -1869575 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -1869573.125000 Penalty: 916.306213
	Iteration 75Q: 3 clusters Score -1869573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1869572.125000 Penalty: 916.306213
	Iteration 76Q: 3 clusters Score -1869572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1869574.625000 Penalty: 916.306213
	Iteration 77Q: 3 clusters Score -1869575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1869572.750000 Penalty: 916.306213
	Iteration 78Q: 3 clusters Score -1869573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1869565.500000 Penalty: 916.306213
	Iteration 79Q: 3 clusters Score -1869566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1869570.000000 Penalty: 916.306213
	Iteration 80F: 3 clusters Score -1869570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1869567.125000 Penalty: 916.306213
	Iteration 81Q: 3 clusters Score -1869567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1869569.125000 Penalty: 916.306213
	Iteration 82Q: 3 clusters Score -1869569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1869568.875000 Penalty: 916.306213
	Iteration 83Q: 3 clusters Score -1869569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1869563.000000 Penalty: 916.306213
	Iteration 84Q: 3 clusters Score -1869563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1869562.625000 Penalty: 916.306213
	Iteration 85Q: 3 clusters Score -1869563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1869560.125000 Penalty: 916.306213
	Iteration 86Q: 3 clusters Score -1869560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1869564.000000 Penalty: 916.306213
	Iteration 87Q: 3 clusters Score -1869564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1869561.000000 Penalty: 916.306213
	Iteration 88Q: 3 clusters Score -1869561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1869564.375000 Penalty: 916.306213
	Iteration 89Q: 3 clusters Score -1869564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1869559.250000 Penalty: 916.306213
	Iteration 90Q: 3 clusters Score -1869559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1869560.750000 Penalty: 916.306213
	Iteration 91Q: 3 clusters Score -1869561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1869562.000000 Penalty: 916.306213
	Iteration 92Q: 3 clusters Score -1869562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1869557.250000 Penalty: 916.306213
	Iteration 93Q: 3 clusters Score -1869557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1869555.375000 Penalty: 916.306213
	Iteration 94Q: 3 clusters Score -1869555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1869554.250000 Penalty: 916.306213
	Iteration 95Q: 3 clusters Score -1869554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1869555.125000 Penalty: 916.306213
	Iteration 96Q: 3 clusters Score -1869555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1869555.875000 Penalty: 916.306213
	Iteration 97Q: 3 clusters Score -1869556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1869559.250000 Penalty: 916.306213
	Iteration 98Q: 3 clusters Score -1869559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1869558.125000 Penalty: 916.306213
	Iteration 99Q: 3 clusters Score -1869558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1869559.000000 Penalty: 916.306213
	Iteration 100F: 3 clusters Score -1869559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1869560.375000 Penalty: 916.306213
	Iteration 101Q: 3 clusters Score -1869560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1869558.500000 Penalty: 916.306213
	Iteration 102Q: 3 clusters Score -1869558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1869559.625000 Penalty: 916.306213
	Iteration 103Q: 3 clusters Score -1869560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1869557.500000 Penalty: 916.306213
	Iteration 104Q: 3 clusters Score -1869558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1869557.375000 Penalty: 916.306213
	Iteration 105Q: 3 clusters Score -1869557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -1869557.375000 Penalty: 916.306213
	Iteration 106F: 3 clusters Score -1869557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172828.000000 Penalty: 45145.230469
Splitting cluster 33 changes total score from -42172780.000000 to -42172828.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 34 (879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Entering Unmasked Estep 
Score: -61339.417969 Penalty: 308.434692
	Iteration 0F: 2 clusters Score -61339.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60589.074219 Penalty: 616.869385
	Iteration 0F: 3 clusters Score -60589.07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60802.949219 Penalty: 616.869385
	Iteration 1F: 3 clusters Score -60802.95 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -60858.078125 Penalty: 616.869385
	Iteration 2F: 3 clusters Score -60858.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60896.914062 Penalty: 616.869385
	Iteration 3F: 3 clusters Score -60896.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60936.652344 Penalty: 616.869385
	Iteration 4F: 3 clusters Score -60936.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60959.535156 Penalty: 616.869385
	Iteration 5Q: 3 clusters Score -60959.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60969.679688 Penalty: 616.869385
	Iteration 6Q: 3 clusters Score -60969.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60973.734375 Penalty: 616.869385
	Iteration 7Q: 3 clusters Score -60973.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60978.898438 Penalty: 616.869385
	Iteration 8Q: 3 clusters Score -60978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60986.132812 Penalty: 616.869385
	Iteration 9Q: 3 clusters Score -60986.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60996.339844 Penalty: 616.869385
	Iteration 10Q: 3 clusters Score -60996.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -61006.179688 Penalty: 616.869385
	Iteration 11Q: 3 clusters Score -61006.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -61010.621094 Penalty: 616.869385
	Iteration 12Q: 3 clusters Score -61010.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61014.351562 Penalty: 616.869385
	Iteration 13Q: 3 clusters Score -61014.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61016.890625 Penalty: 616.869385
	Iteration 14Q: 3 clusters Score -61016.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61020.324219 Penalty: 616.869385
	Iteration 15Q: 3 clusters Score -61020.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61023.167969 Penalty: 616.869385
	Iteration 16Q: 3 clusters Score -61023.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61025.480469 Penalty: 616.869385
	Iteration 17Q: 3 clusters Score -61025.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -61027.601562 Penalty: 616.869385
	Iteration 18Q: 3 clusters Score -61027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61030.402344 Penalty: 616.869385
	Iteration 19Q: 3 clusters Score -61030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61033.792969 Penalty: 616.869385
	Iteration 20F: 3 clusters Score -61033.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61037.097656 Penalty: 616.869385
	Iteration 21Q: 3 clusters Score -61037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61039.488281 Penalty: 616.869385
	Iteration 22Q: 3 clusters Score -61039.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61041.742188 Penalty: 616.869385
	Iteration 23Q: 3 clusters Score -61041.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61043.195312 Penalty: 616.869385
	Iteration 24Q: 3 clusters Score -61043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61044.273438 Penalty: 616.869385
	Iteration 25Q: 3 clusters Score -61044.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -61046.421875 Penalty: 616.869385
	Iteration 26Q: 3 clusters Score -61046.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -61048.261719 Penalty: 616.869385
	Iteration 27Q: 3 clusters Score -61048.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -61049.000000 Penalty: 616.869385
	Iteration 28Q: 3 clusters Score -61049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61049.625000 Penalty: 616.869385
	Iteration 29Q: 3 clusters Score -61049.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -61049.625000 Penalty: 616.869385
	Iteration 30F: 3 clusters Score -61049.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -1048858.000000 Penalty: 430.124512
	Iteration 0F: 2 clusters Score -1048858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1040472.875000 Penalty: 860.249023
	Iteration 0F: 3 clusters Score -1040473 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1043869.625000 Penalty: 860.249023
	Iteration 1F: 3 clusters Score -1043870 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1044299.500000 Penalty: 860.249023
	Iteration 2F: 3 clusters Score -1044300 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1044867.000000 Penalty: 860.249023
	Iteration 3F: 3 clusters Score -1044867 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1045522.937500 Penalty: 860.249023
	Iteration 4F: 3 clusters Score -1045523 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1046241.687500 Penalty: 860.249023
	Iteration 5F: 3 clusters Score -1046242 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1046844.437500 Penalty: 860.249023
	Iteration 6F: 3 clusters Score -1046844 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1047307.312500 Penalty: 860.249023
	Iteration 7Q: 3 clusters Score -1047307 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1047618.500000 Penalty: 860.249023
	Iteration 8Q: 3 clusters Score -1047618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1047759.312500 Penalty: 860.249023
	Iteration 9Q: 3 clusters Score -1047759 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1047854.125000 Penalty: 860.249023
	Iteration 10Q: 3 clusters Score -1047854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1047944.125000 Penalty: 860.249023
	Iteration 11Q: 3 clusters Score -1047944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1048027.062500 Penalty: 860.249023
	Iteration 12Q: 3 clusters Score -1048027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1048123.562500 Penalty: 860.249023
	Iteration 13Q: 3 clusters Score -1048124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1048194.250000 Penalty: 860.249023
	Iteration 14Q: 3 clusters Score -1048194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1048241.187500 Penalty: 860.249023
	Iteration 15Q: 3 clusters Score -1048241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1048288.375000 Penalty: 860.249023
	Iteration 16Q: 3 clusters Score -1048288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1048311.437500 Penalty: 860.249023
	Iteration 17Q: 3 clusters Score -1048311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1048334.312500 Penalty: 860.249023
	Iteration 18Q: 3 clusters Score -1048334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1048332.000000 Penalty: 860.249023
	Iteration 19Q: 3 clusters Score -1048332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1048349.125000 Penalty: 860.249023
	Iteration 20F: 3 clusters Score -1048349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1048371.937500 Penalty: 860.249023
	Iteration 21Q: 3 clusters Score -1048372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1048371.562500 Penalty: 860.249023
	Iteration 22Q: 3 clusters Score -1048372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1048390.812500 Penalty: 860.249023
	Iteration 23Q: 3 clusters Score -1048391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1048393.625000 Penalty: 860.249023
	Iteration 24Q: 3 clusters Score -1048394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1048401.125000 Penalty: 860.249023
	Iteration 25Q: 3 clusters Score -1048401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1048414.625000 Penalty: 860.249023
	Iteration 26Q: 3 clusters Score -1048415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1048422.312500 Penalty: 860.249023
	Iteration 27Q: 3 clusters Score -1048422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1048430.062500 Penalty: 860.249023
	Iteration 28Q: 3 clusters Score -1048430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1048438.000000 Penalty: 860.249023
	Iteration 29Q: 3 clusters Score -1048438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1048433.312500 Penalty: 860.249023
	Iteration 30Q: 3 clusters Score -1048433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1048442.875000 Penalty: 860.249023
	Iteration 31Q: 3 clusters Score -1048443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1048451.562500 Penalty: 860.249023
	Iteration 32Q: 3 clusters Score -1048452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1048456.125000 Penalty: 860.249023
	Iteration 33Q: 3 clusters Score -1048456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1048459.062500 Penalty: 860.249023
	Iteration 34Q: 3 clusters Score -1048459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1048455.875000 Penalty: 860.249023
	Iteration 35Q: 3 clusters Score -1048456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1048456.437500 Penalty: 860.249023
	Iteration 36Q: 3 clusters Score -1048456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1048459.500000 Penalty: 860.249023
	Iteration 37Q: 3 clusters Score -1048460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1048464.875000 Penalty: 860.249023
	Iteration 38Q: 3 clusters Score -1048465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1048466.062500 Penalty: 860.249023
	Iteration 39Q: 3 clusters Score -1048466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1048470.375000 Penalty: 860.249023
	Iteration 40F: 3 clusters Score -1048470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1048473.437500 Penalty: 860.249023
	Iteration 41Q: 3 clusters Score -1048473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1048475.125000 Penalty: 860.249023
	Iteration 42Q: 3 clusters Score -1048475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1048472.937500 Penalty: 860.249023
	Iteration 43Q: 3 clusters Score -1048473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1048473.937500 Penalty: 860.249023
	Iteration 44Q: 3 clusters Score -1048474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1048473.937500 Penalty: 860.249023
	Iteration 45F: 3 clusters Score -1048474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 154 members 
Entering Unmasked Estep 
Score: -20797.558594 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20797.56 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20891.128906 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20891.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20931.308594 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20931.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20948.929688 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -20948.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -20959.332031 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20959.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20980.353516 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20980.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20990.615234 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -20990.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20992.992188 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -20992.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20997.421875 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -20997.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21000.507812 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21000.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -21003.406250 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -21003.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21008.171875 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -21008.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21016.763672 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -21016.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21019.308594 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -21019.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21019.308594 Penalty: 522.321167
	Iteration 14F: 3 clusters Score -21019.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Entering Unmasked Estep 
Score: -1292064.375000 Penalty: 440.032837
	Iteration 0F: 2 clusters Score -1292064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1281441.875000 Penalty: 880.065674
	Iteration 0F: 3 clusters Score -1281442 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1286215.750000 Penalty: 880.065674
	Iteration 1F: 3 clusters Score -1286216 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1286936.625000 Penalty: 880.065674
	Iteration 2F: 3 clusters Score -1286937 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1288186.500000 Penalty: 880.065674
	Iteration 3F: 3 clusters Score -1288186 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1289758.875000 Penalty: 880.065674
	Iteration 4F: 3 clusters Score -1289759 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1290761.625000 Penalty: 880.065674
	Iteration 5F: 3 clusters Score -1290762 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1291158.375000 Penalty: 880.065674
	Iteration 6Q: 3 clusters Score -1291158 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1291410.625000 Penalty: 880.065674
	Iteration 7Q: 3 clusters Score -1291411 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1291534.500000 Penalty: 880.065674
	Iteration 8Q: 3 clusters Score -1291534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1291561.375000 Penalty: 880.065674
	Iteration 9Q: 3 clusters Score -1291561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1291574.125000 Penalty: 880.065674
	Iteration 10Q: 3 clusters Score -1291574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1291580.875000 Penalty: 880.065674
	Iteration 11Q: 3 clusters Score -1291581 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1291582.500000 Penalty: 880.065674
	Iteration 12Q: 3 clusters Score -1291582 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1291571.375000 Penalty: 880.065674
	Iteration 13Q: 3 clusters Score -1291571 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1291553.500000 Penalty: 880.065674
	Iteration 14Q: 3 clusters Score -1291554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1291555.250000 Penalty: 880.065674
	Iteration 15Q: 3 clusters Score -1291555 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1291558.750000 Penalty: 880.065674
	Iteration 16Q: 3 clusters Score -1291559 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1291553.125000 Penalty: 880.065674
	Iteration 17Q: 3 clusters Score -1291553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1291542.000000 Penalty: 880.065674
	Iteration 18Q: 3 clusters Score -1291542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1291522.625000 Penalty: 880.065674
	Iteration 19Q: 3 clusters Score -1291523 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1291561.250000 Penalty: 880.065674
	Iteration 20F: 3 clusters Score -1291561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1291579.000000 Penalty: 880.065674
	Iteration 21Q: 3 clusters Score -1291579 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1291569.250000 Penalty: 880.065674
	Iteration 22Q: 3 clusters Score -1291569 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1291574.500000 Penalty: 880.065674
	Iteration 23Q: 3 clusters Score -1291574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1291576.000000 Penalty: 880.065674
	Iteration 24Q: 3 clusters Score -1291576 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1291561.125000 Penalty: 880.065674
	Iteration 25Q: 3 clusters Score -1291561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1291572.375000 Penalty: 880.065674
	Iteration 26Q: 3 clusters Score -1291572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1291583.625000 Penalty: 880.065674
	Iteration 27Q: 3 clusters Score -1291584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1291578.375000 Penalty: 880.065674
	Iteration 28Q: 3 clusters Score -1291578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1291585.250000 Penalty: 880.065674
	Iteration 29Q: 3 clusters Score -1291585 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1291583.500000 Penalty: 880.065674
	Iteration 30Q: 3 clusters Score -1291584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1291581.875000 Penalty: 880.065674
	Iteration 31Q: 3 clusters Score -1291582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1291592.500000 Penalty: 880.065674
	Iteration 32Q: 3 clusters Score -1291592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1291592.125000 Penalty: 880.065674
	Iteration 33Q: 3 clusters Score -1291592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1291594.500000 Penalty: 880.065674
	Iteration 34Q: 3 clusters Score -1291594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1291595.625000 Penalty: 880.065674
	Iteration 35Q: 3 clusters Score -1291596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1291593.625000 Penalty: 880.065674
	Iteration 36Q: 3 clusters Score -1291594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1291596.000000 Penalty: 880.065674
	Iteration 37Q: 3 clusters Score -1291596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1291596.750000 Penalty: 880.065674
	Iteration 38Q: 3 clusters Score -1291597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1291594.875000 Penalty: 880.065674
	Iteration 39Q: 3 clusters Score -1291595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1291594.875000 Penalty: 880.065674
	Iteration 40F: 3 clusters Score -1291595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -95943.984375 Penalty: 326.658508
	Iteration 0F: 2 clusters Score -95943.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -94968.085938 Penalty: 653.317017
	Iteration 0F: 3 clusters Score -94968.09 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -95281.945312 Penalty: 653.317017
	Iteration 1F: 3 clusters Score -95281.95 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -95355.718750 Penalty: 653.317017
	Iteration 2F: 3 clusters Score -95355.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95395.531250 Penalty: 653.317017
	Iteration 3F: 3 clusters Score -95395.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -95421.500000 Penalty: 653.317017
	Iteration 4Q: 3 clusters Score -95421.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -95472.109375 Penalty: 653.317017
	Iteration 5Q: 3 clusters Score -95472.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95549.375000 Penalty: 653.317017
	Iteration 6Q: 3 clusters Score -95549.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -95630.234375 Penalty: 653.317017
	Iteration 7F: 3 clusters Score -95630.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -95663.968750 Penalty: 653.317017
	Iteration 8Q: 3 clusters Score -95663.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -95683.203125 Penalty: 653.317017
	Iteration 9Q: 3 clusters Score -95683.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -95697.460938 Penalty: 653.317017
	Iteration 10Q: 3 clusters Score -95697.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95715.140625 Penalty: 653.317017
	Iteration 11Q: 3 clusters Score -95715.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95733.781250 Penalty: 653.317017
	Iteration 12Q: 3 clusters Score -95733.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95741.312500 Penalty: 653.317017
	Iteration 13Q: 3 clusters Score -95741.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -95746.562500 Penalty: 653.317017
	Iteration 14Q: 3 clusters Score -95746.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95750.703125 Penalty: 653.317017
	Iteration 15Q: 3 clusters Score -95750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95752.476562 Penalty: 653.317017
	Iteration 16Q: 3 clusters Score -95752.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95753.023438 Penalty: 653.317017
	Iteration 17Q: 3 clusters Score -95753.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -95753.398438 Penalty: 653.317017
	Iteration 18Q: 3 clusters Score -95753.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -95754.679688 Penalty: 653.317017
	Iteration 19Q: 3 clusters Score -95754.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -95756.304688 Penalty: 653.317017
	Iteration 20F: 3 clusters Score -95756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95757.195312 Penalty: 653.317017
	Iteration 21Q: 3 clusters Score -95757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -95758.398438 Penalty: 653.317017
	Iteration 22Q: 3 clusters Score -95758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -95758.789062 Penalty: 653.317017
	Iteration 23Q: 3 clusters Score -95758.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -95758.968750 Penalty: 653.317017
	Iteration 24Q: 3 clusters Score -95758.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -95759.062500 Penalty: 653.317017
	Iteration 25Q: 3 clusters Score -95759.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -95759.343750 Penalty: 653.317017
	Iteration 26Q: 3 clusters Score -95759.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -95759.585938 Penalty: 653.317017
	Iteration 27Q: 3 clusters Score -95759.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95759.773438 Penalty: 653.317017
	Iteration 28Q: 3 clusters Score -95759.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -95759.773438 Penalty: 653.317017
	Iteration 29F: 3 clusters Score -95759.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -15071.261719 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -15071.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14783.949219 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -14783.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14884.737305 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -14884.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14921.273438 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -14921.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14933.337891 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -14933.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14954.110352 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -14954.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14974.560547 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -14974.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14997.502930 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -14997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15012.438477 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -15012.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15016.135742 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -15016.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15017.621094 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -15017.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15017.621094 Penalty: 500.985168
	Iteration 10F: 3 clusters Score -15017.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40750.066406 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -40750.07 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 307 members 
Entering Unmasked Estep 
Score: -40232.906250 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -40232.91 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40402.339844 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -40402.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40437.113281 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -40437.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40453.726562 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -40453.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40472.167969 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -40472.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40480.378906 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -40480.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40480.929688 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -40480.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40481.761719 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -40481.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40483.089844 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -40483.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40487.085938 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -40487.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40490.550781 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -40490.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40493.621094 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -40493.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40496.300781 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -40496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40497.890625 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -40497.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -40499.714844 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -40499.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40501.312500 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -40501.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40501.507812 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -40501.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -40501.507812 Penalty: 579.348816
	Iteration 17F: 3 clusters Score -40501.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (18963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Entering Unmasked Estep 
Score: -1550776.750000 Penalty: 448.186127
	Iteration 0F: 2 clusters Score -1550777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1538361.375000 Penalty: 896.372253
	Iteration 0F: 3 clusters Score -1538361 nChanged 9047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1544168.125000 Penalty: 896.372253
	Iteration 1F: 3 clusters Score -1544168 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1545339.375000 Penalty: 896.372253
	Iteration 2F: 3 clusters Score -1545339 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1547204.875000 Penalty: 896.372253
	Iteration 3F: 3 clusters Score -1547205 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1548668.000000 Penalty: 896.372253
	Iteration 4F: 3 clusters Score -1548668 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1549286.125000 Penalty: 896.372253
	Iteration 5Q: 3 clusters Score -1549286 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1549590.375000 Penalty: 896.372253
	Iteration 6Q: 3 clusters Score -1549590 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1549752.875000 Penalty: 896.372253
	Iteration 7Q: 3 clusters Score -1549753 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1549840.375000 Penalty: 896.372253
	Iteration 8Q: 3 clusters Score -1549840 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1549918.750000 Penalty: 896.372253
	Iteration 9Q: 3 clusters Score -1549919 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1549964.125000 Penalty: 896.372253
	Iteration 10Q: 3 clusters Score -1549964 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1549995.875000 Penalty: 896.372253
	Iteration 11Q: 3 clusters Score -1549996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1550020.125000 Penalty: 896.372253
	Iteration 12Q: 3 clusters Score -1550020 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1550009.750000 Penalty: 896.372253
	Iteration 13Q: 3 clusters Score -1550010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1549992.625000 Penalty: 896.372253
	Iteration 14Q: 3 clusters Score -1549993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1549986.875000 Penalty: 896.372253
	Iteration 15Q: 3 clusters Score -1549987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1550011.625000 Penalty: 896.372253
	Iteration 16Q: 3 clusters Score -1550012 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1550023.625000 Penalty: 896.372253
	Iteration 17Q: 3 clusters Score -1550024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1550026.875000 Penalty: 896.372253
	Iteration 18Q: 3 clusters Score -1550027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1549996.500000 Penalty: 896.372253
	Iteration 19Q: 3 clusters Score -1549996 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1550041.250000 Penalty: 896.372253
	Iteration 20F: 3 clusters Score -1550041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1550044.625000 Penalty: 896.372253
	Iteration 21Q: 3 clusters Score -1550045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1550060.750000 Penalty: 896.372253
	Iteration 22Q: 3 clusters Score -1550061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1550053.750000 Penalty: 896.372253
	Iteration 23Q: 3 clusters Score -1550054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1550048.000000 Penalty: 896.372253
	Iteration 24Q: 3 clusters Score -1550048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1550052.875000 Penalty: 896.372253
	Iteration 25Q: 3 clusters Score -1550053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1550053.125000 Penalty: 896.372253
	Iteration 26Q: 3 clusters Score -1550053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1550044.250000 Penalty: 896.372253
	Iteration 27Q: 3 clusters Score -1550044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1550046.125000 Penalty: 896.372253
	Iteration 28Q: 3 clusters Score -1550046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1550052.250000 Penalty: 896.372253
	Iteration 29Q: 3 clusters Score -1550052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1550048.000000 Penalty: 896.372253
	Iteration 30Q: 3 clusters Score -1550048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1550051.375000 Penalty: 896.372253
	Iteration 31Q: 3 clusters Score -1550051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1550059.750000 Penalty: 896.372253
	Iteration 32Q: 3 clusters Score -1550060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1550057.750000 Penalty: 896.372253
	Iteration 33Q: 3 clusters Score -1550058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1550055.500000 Penalty: 896.372253
	Iteration 34Q: 3 clusters Score -1550056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1550058.125000 Penalty: 896.372253
	Iteration 35Q: 3 clusters Score -1550058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1550061.500000 Penalty: 896.372253
	Iteration 36Q: 3 clusters Score -1550062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1550058.875000 Penalty: 896.372253
	Iteration 37Q: 3 clusters Score -1550059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1550060.750000 Penalty: 896.372253
	Iteration 38Q: 3 clusters Score -1550061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1550060.750000 Penalty: 896.372253
	Iteration 39F: 3 clusters Score -1550061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -515325.031250 Penalty: 398.913483
	Iteration 0F: 2 clusters Score -515325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -511031.968750 Penalty: 797.826965
	Iteration 0F: 3 clusters Score -511032 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -512625.125000 Penalty: 797.826965
	Iteration 1F: 3 clusters Score -512625.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -512830.718750 Penalty: 797.826965
	Iteration 2F: 3 clusters Score -512830.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -513058.906250 Penalty: 797.826965
	Iteration 3F: 3 clusters Score -513058.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -513331.312500 Penalty: 797.826965
	Iteration 4F: 3 clusters Score -513331.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -513737.093750 Penalty: 797.826965
	Iteration 5F: 3 clusters Score -513737.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -514174.875000 Penalty: 797.826965
	Iteration 6F: 3 clusters Score -514174.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -514554.093750 Penalty: 797.826965
	Iteration 7F: 3 clusters Score -514554.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -514776.687500 Penalty: 797.826965
	Iteration 8F: 3 clusters Score -514776.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -514873.156250 Penalty: 797.826965
	Iteration 9Q: 3 clusters Score -514873.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -514945.500000 Penalty: 797.826965
	Iteration 10Q: 3 clusters Score -514945.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -515012.625000 Penalty: 797.826965
	Iteration 11Q: 3 clusters Score -515012.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -515086.812500 Penalty: 797.826965
	Iteration 12Q: 3 clusters Score -515086.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -515140.656250 Penalty: 797.826965
	Iteration 13Q: 3 clusters Score -515140.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -515183.312500 Penalty: 797.826965
	Iteration 14Q: 3 clusters Score -515183.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -515214.125000 Penalty: 797.826965
	Iteration 15Q: 3 clusters Score -515214.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -515229.968750 Penalty: 797.826965
	Iteration 16Q: 3 clusters Score -515230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -515235.437500 Penalty: 797.826965
	Iteration 17Q: 3 clusters Score -515235.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -515239.687500 Penalty: 797.826965
	Iteration 18Q: 3 clusters Score -515239.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -515241.656250 Penalty: 797.826965
	Iteration 19Q: 3 clusters Score -515241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -515243.875000 Penalty: 797.826965
	Iteration 20F: 3 clusters Score -515243.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -515246.781250 Penalty: 797.826965
	Iteration 21Q: 3 clusters Score -515246.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -515248.718750 Penalty: 797.826965
	Iteration 22Q: 3 clusters Score -515248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -515250.218750 Penalty: 797.826965
	Iteration 23Q: 3 clusters Score -515250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -515250.593750 Penalty: 797.826965
	Iteration 24Q: 3 clusters Score -515250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -515250.937500 Penalty: 797.826965
	Iteration 25Q: 3 clusters Score -515250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -515252.656250 Penalty: 797.826965
	Iteration 26Q: 3 clusters Score -515252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -515254.562500 Penalty: 797.826965
	Iteration 27Q: 3 clusters Score -515254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -515254.593750 Penalty: 797.826965
	Iteration 28Q: 3 clusters Score -515254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -515255.031250 Penalty: 797.826965
	Iteration 29Q: 3 clusters Score -515255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -515255.718750 Penalty: 797.826965
	Iteration 30Q: 3 clusters Score -515255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -515257.562500 Penalty: 797.826965
	Iteration 31Q: 3 clusters Score -515257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -515257.687500 Penalty: 797.826965
	Iteration 32Q: 3 clusters Score -515257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -515258.625000 Penalty: 797.826965
	Iteration 33Q: 3 clusters Score -515258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -515258.531250 Penalty: 797.826965
	Iteration 34Q: 3 clusters Score -515258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -515259.343750 Penalty: 797.826965
	Iteration 35Q: 3 clusters Score -515259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -515259.343750 Penalty: 797.826965
	Iteration 36Q: 3 clusters Score -515259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -515258.750000 Penalty: 797.826965
	Iteration 37Q: 3 clusters Score -515258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -515259.187500 Penalty: 797.826965
	Iteration 38Q: 3 clusters Score -515259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -515259.187500 Penalty: 797.826965
	Iteration 39F: 3 clusters Score -515259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9938.952148 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9938.952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9693.613281 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9693.613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9771.323242 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9771.323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9852.246094 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9852.246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9907.443359 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -9907.443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9939.144531 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9939.145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9967.198242 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9967.198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9985.153320 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9985.153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9992.835938 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9992.836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9997.347656 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -9997.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10002.723633 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -10002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10002.723633 Penalty: 460.118378
	Iteration 10F: 3 clusters Score -10002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 70 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 74 contains 87 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172548.000000 Penalty: 45747.167969
Splitting cluster 44 changes total score from -42172780.000000 to -42172548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -68213.507812 Penalty: 314.845612
	Iteration 0F: 2 clusters Score -68213.51 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 529 members 
Entering Unmasked Estep 
Score: -67396.960938 Penalty: 629.691223
	Iteration 0F: 3 clusters Score -67396.96 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67693.671875 Penalty: 629.691223
	Iteration 1F: 3 clusters Score -67693.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -67748.945312 Penalty: 629.691223
	Iteration 2F: 3 clusters Score -67748.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -67785.648438 Penalty: 629.691223
	Iteration 3F: 3 clusters Score -67785.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -67816.484375 Penalty: 629.691223
	Iteration 4Q: 3 clusters Score -67816.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67842.398438 Penalty: 629.691223
	Iteration 5Q: 3 clusters Score -67842.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -67869.992188 Penalty: 629.691223
	Iteration 6Q: 3 clusters Score -67869.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -67891.648438 Penalty: 629.691223
	Iteration 7Q: 3 clusters Score -67891.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67908.460938 Penalty: 629.691223
	Iteration 8Q: 3 clusters Score -67908.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -67922.601562 Penalty: 629.691223
	Iteration 9Q: 3 clusters Score -67922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67926.796875 Penalty: 629.691223
	Iteration 10Q: 3 clusters Score -67926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -67932.531250 Penalty: 629.691223
	Iteration 11Q: 3 clusters Score -67932.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -67936.656250 Penalty: 629.691223
	Iteration 12Q: 3 clusters Score -67936.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -67943.726562 Penalty: 629.691223
	Iteration 13Q: 3 clusters Score -67943.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -67947.640625 Penalty: 629.691223
	Iteration 14Q: 3 clusters Score -67947.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -67949.109375 Penalty: 629.691223
	Iteration 15Q: 3 clusters Score -67949.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67949.750000 Penalty: 629.691223
	Iteration 16Q: 3 clusters Score -67949.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67950.054688 Penalty: 629.691223
	Iteration 17Q: 3 clusters Score -67950.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -67950.054688 Penalty: 629.691223
	Iteration 18F: 3 clusters Score -67950.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Entering Unmasked Estep 
Score: -1374466.750000 Penalty: 442.751373
	Iteration 0F: 2 clusters Score -1374467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1363502.125000 Penalty: 885.502747
	Iteration 0F: 3 clusters Score -1363502 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1368589.625000 Penalty: 885.502747
	Iteration 1F: 3 clusters Score -1368590 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1369089.000000 Penalty: 885.502747
	Iteration 2F: 3 clusters Score -1369089 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1369487.000000 Penalty: 885.502747
	Iteration 3F: 3 clusters Score -1369487 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1369789.875000 Penalty: 885.502747
	Iteration 4F: 3 clusters Score -1369790 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1370033.250000 Penalty: 885.502747
	Iteration 5Q: 3 clusters Score -1370033 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1370264.000000 Penalty: 885.502747
	Iteration 6Q: 3 clusters Score -1370264 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1370507.500000 Penalty: 885.502747
	Iteration 7Q: 3 clusters Score -1370508 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1370761.125000 Penalty: 885.502747
	Iteration 8Q: 3 clusters Score -1370761 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1371035.750000 Penalty: 885.502747
	Iteration 9Q: 3 clusters Score -1371036 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1371286.250000 Penalty: 885.502747
	Iteration 10Q: 3 clusters Score -1371286 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1371417.125000 Penalty: 885.502747
	Iteration 11Q: 3 clusters Score -1371417 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1371487.875000 Penalty: 885.502747
	Iteration 12Q: 3 clusters Score -1371488 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1371507.875000 Penalty: 885.502747
	Iteration 13Q: 3 clusters Score -1371508 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1371518.375000 Penalty: 885.502747
	Iteration 14Q: 3 clusters Score -1371518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1371527.750000 Penalty: 885.502747
	Iteration 15Q: 3 clusters Score -1371528 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1371541.625000 Penalty: 885.502747
	Iteration 16Q: 3 clusters Score -1371542 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1371551.125000 Penalty: 885.502747
	Iteration 17Q: 3 clusters Score -1371551 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1371555.000000 Penalty: 885.502747
	Iteration 18Q: 3 clusters Score -1371555 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1371563.000000 Penalty: 885.502747
	Iteration 19Q: 3 clusters Score -1371563 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1371577.625000 Penalty: 885.502747
	Iteration 20F: 3 clusters Score -1371578 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1371577.125000 Penalty: 885.502747
	Iteration 21Q: 3 clusters Score -1371577 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1371604.125000 Penalty: 885.502747
	Iteration 22Q: 3 clusters Score -1371604 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1371636.250000 Penalty: 885.502747
	Iteration 23Q: 3 clusters Score -1371636 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1371644.625000 Penalty: 885.502747
	Iteration 24Q: 3 clusters Score -1371645 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1371683.125000 Penalty: 885.502747
	Iteration 25Q: 3 clusters Score -1371683 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1371699.625000 Penalty: 885.502747
	Iteration 26Q: 3 clusters Score -1371700 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1371739.750000 Penalty: 885.502747
	Iteration 27Q: 3 clusters Score -1371740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1371785.375000 Penalty: 885.502747
	Iteration 28Q: 3 clusters Score -1371785 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1371845.750000 Penalty: 885.502747
	Iteration 29Q: 3 clusters Score -1371846 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1371892.625000 Penalty: 885.502747
	Iteration 30Q: 3 clusters Score -1371893 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1371974.625000 Penalty: 885.502747
	Iteration 31Q: 3 clusters Score -1371975 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1372064.750000 Penalty: 885.502747
	Iteration 32Q: 3 clusters Score -1372065 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1372148.875000 Penalty: 885.502747
	Iteration 33Q: 3 clusters Score -1372149 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1372216.500000 Penalty: 885.502747
	Iteration 34Q: 3 clusters Score -1372216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1372321.875000 Penalty: 885.502747
	Iteration 35Q: 3 clusters Score -1372322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1372445.000000 Penalty: 885.502747
	Iteration 36Q: 3 clusters Score -1372445 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1372566.250000 Penalty: 885.502747
	Iteration 37Q: 3 clusters Score -1372566 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1372670.625000 Penalty: 885.502747
	Iteration 38Q: 3 clusters Score -1372671 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1372758.750000 Penalty: 885.502747
	Iteration 39Q: 3 clusters Score -1372759 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1372892.500000 Penalty: 885.502747
	Iteration 40F: 3 clusters Score -1372892 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1373016.625000 Penalty: 885.502747
	Iteration 41Q: 3 clusters Score -1373017 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1373118.000000 Penalty: 885.502747
	Iteration 42Q: 3 clusters Score -1373118 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1373227.375000 Penalty: 885.502747
	Iteration 43Q: 3 clusters Score -1373227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1373363.625000 Penalty: 885.502747
	Iteration 44Q: 3 clusters Score -1373364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1373488.250000 Penalty: 885.502747
	Iteration 45Q: 3 clusters Score -1373488 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1373580.750000 Penalty: 885.502747
	Iteration 46Q: 3 clusters Score -1373581 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1373722.500000 Penalty: 885.502747
	Iteration 47Q: 3 clusters Score -1373722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1373832.750000 Penalty: 885.502747
	Iteration 48Q: 3 clusters Score -1373833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1373918.250000 Penalty: 885.502747
	Iteration 49Q: 3 clusters Score -1373918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1374005.875000 Penalty: 885.502747
	Iteration 50Q: 3 clusters Score -1374006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1374041.625000 Penalty: 885.502747
	Iteration 51Q: 3 clusters Score -1374042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1374086.375000 Penalty: 885.502747
	Iteration 52Q: 3 clusters Score -1374086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1374124.000000 Penalty: 885.502747
	Iteration 53Q: 3 clusters Score -1374124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1374155.250000 Penalty: 885.502747
	Iteration 54Q: 3 clusters Score -1374155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1374182.250000 Penalty: 885.502747
	Iteration 55Q: 3 clusters Score -1374182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1374199.000000 Penalty: 885.502747
	Iteration 56Q: 3 clusters Score -1374199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1374210.625000 Penalty: 885.502747
	Iteration 57Q: 3 clusters Score -1374211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1374218.750000 Penalty: 885.502747
	Iteration 58Q: 3 clusters Score -1374219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1374220.125000 Penalty: 885.502747
	Iteration 59Q: 3 clusters Score -1374220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1374221.375000 Penalty: 885.502747
	Iteration 60F: 3 clusters Score -1374221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1374223.250000 Penalty: 885.502747
	Iteration 61Q: 3 clusters Score -1374223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1374221.750000 Penalty: 885.502747
	Iteration 62Q: 3 clusters Score -1374222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1374222.750000 Penalty: 885.502747
	Iteration 63Q: 3 clusters Score -1374223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1374220.750000 Penalty: 885.502747
	Iteration 64Q: 3 clusters Score -1374221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1374224.125000 Penalty: 885.502747
	Iteration 65Q: 3 clusters Score -1374224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1374225.000000 Penalty: 885.502747
	Iteration 66Q: 3 clusters Score -1374225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1374226.500000 Penalty: 885.502747
	Iteration 67Q: 3 clusters Score -1374226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1374225.750000 Penalty: 885.502747
	Iteration 68Q: 3 clusters Score -1374226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1374225.250000 Penalty: 885.502747
	Iteration 69Q: 3 clusters Score -1374225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1374228.250000 Penalty: 885.502747
	Iteration 70Q: 3 clusters Score -1374228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1374226.750000 Penalty: 885.502747
	Iteration 71Q: 3 clusters Score -1374227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1374228.125000 Penalty: 885.502747
	Iteration 72Q: 3 clusters Score -1374228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1374230.625000 Penalty: 885.502747
	Iteration 73Q: 3 clusters Score -1374231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1374230.625000 Penalty: 885.502747
	Iteration 74F: 3 clusters Score -1374231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Entering Unmasked Estep 
Score: -121124.890625 Penalty: 331.114777
	Iteration 0F: 2 clusters Score -121124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -120030.312500 Penalty: 662.229553
	Iteration 0F: 3 clusters Score -120030.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -120344.382812 Penalty: 662.229553
	Iteration 1F: 3 clusters Score -120344.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120385.734375 Penalty: 662.229553
	Iteration 2F: 3 clusters Score -120385.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120417.578125 Penalty: 662.229553
	Iteration 3Q: 3 clusters Score -120417.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120438.023438 Penalty: 662.229553
	Iteration 4Q: 3 clusters Score -120438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -120458.414062 Penalty: 662.229553
	Iteration 5Q: 3 clusters Score -120458.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -120484.187500 Penalty: 662.229553
	Iteration 6Q: 3 clusters Score -120484.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120507.695312 Penalty: 662.229553
	Iteration 7Q: 3 clusters Score -120507.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -120540.539062 Penalty: 662.229553
	Iteration 8Q: 3 clusters Score -120540.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -120573.257812 Penalty: 662.229553
	Iteration 9Q: 3 clusters Score -120573.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -120621.914062 Penalty: 662.229553
	Iteration 10Q: 3 clusters Score -120621.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -120673.632812 Penalty: 662.229553
	Iteration 11Q: 3 clusters Score -120673.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -120700.578125 Penalty: 662.229553
	Iteration 12Q: 3 clusters Score -120700.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -120711.031250 Penalty: 662.229553
	Iteration 13Q: 3 clusters Score -120711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -120718.664062 Penalty: 662.229553
	Iteration 14Q: 3 clusters Score -120718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120722.757812 Penalty: 662.229553
	Iteration 15Q: 3 clusters Score -120722.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -120726.343750 Penalty: 662.229553
	Iteration 16Q: 3 clusters Score -120726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120729.265625 Penalty: 662.229553
	Iteration 17Q: 3 clusters Score -120729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -120731.171875 Penalty: 662.229553
	Iteration 18Q: 3 clusters Score -120731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120731.898438 Penalty: 662.229553
	Iteration 19Q: 3 clusters Score -120731.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120732.390625 Penalty: 662.229553
	Iteration 20F: 3 clusters Score -120732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120732.468750 Penalty: 662.229553
	Iteration 21Q: 3 clusters Score -120732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120732.484375 Penalty: 662.229553
	Iteration 22Q: 3 clusters Score -120732.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120732.484375 Penalty: 662.229553
	Iteration 23F: 3 clusters Score -120732.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -154156.343750 Penalty: 349.089294
	Iteration 0F: 2 clusters Score -154156.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -152634.687500 Penalty: 698.178589
	Iteration 0F: 3 clusters Score -152634.7 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -153273.984375 Penalty: 698.178589
	Iteration 1F: 3 clusters Score -153274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -153474.265625 Penalty: 698.178589
	Iteration 2F: 3 clusters Score -153474.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -153622.890625 Penalty: 698.178589
	Iteration 3F: 3 clusters Score -153622.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -153732.265625 Penalty: 698.178589
	Iteration 4F: 3 clusters Score -153732.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -153797.046875 Penalty: 698.178589
	Iteration 5Q: 3 clusters Score -153797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -153825.531250 Penalty: 698.178589
	Iteration 6Q: 3 clusters Score -153825.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -153846.046875 Penalty: 698.178589
	Iteration 7Q: 3 clusters Score -153846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -153857.375000 Penalty: 698.178589
	Iteration 8Q: 3 clusters Score -153857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -153859.343750 Penalty: 698.178589
	Iteration 9Q: 3 clusters Score -153859.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -153859.343750 Penalty: 698.178589
	Iteration 10F: 3 clusters Score -153859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -15180.996094 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14834.267578 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14834.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15040.915039 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15040.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15106.059570 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15106.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15153.639648 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15153.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15172.155273 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15172.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15181.499023 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15181.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15192.363281 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15192.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15211.030273 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15211.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15220.156250 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15220.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15220.156250 Penalty: 533.590454
	Iteration 9F: 3 clusters Score -15220.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 188 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 22405 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 74 contains 164 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172568.000000 Penalty: 45747.167969
Splitting cluster 49 changes total score from -42172780.000000 to -42172568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 50 (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: -24387.759766 Penalty: 272.725250
	Iteration 0F: 2 clusters Score -24387.76 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 214 members 
Entering Unmasked Estep 
Score: -23952.283203 Penalty: 545.450500
	Iteration 0F: 3 clusters Score -23952.28 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24073.845703 Penalty: 545.450500
	Iteration 1F: 3 clusters Score -24073.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24129.832031 Penalty: 545.450500
	Iteration 2F: 3 clusters Score -24129.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24181.710938 Penalty: 545.450500
	Iteration 3F: 3 clusters Score -24181.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24207.324219 Penalty: 545.450500
	Iteration 4F: 3 clusters Score -24207.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24237.947266 Penalty: 545.450500
	Iteration 5Q: 3 clusters Score -24237.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24271.775391 Penalty: 545.450500
	Iteration 6Q: 3 clusters Score -24271.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24299.275391 Penalty: 545.450500
	Iteration 7Q: 3 clusters Score -24299.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24310.248047 Penalty: 545.450500
	Iteration 8Q: 3 clusters Score -24310.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24315.564453 Penalty: 545.450500
	Iteration 9Q: 3 clusters Score -24315.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24318.244141 Penalty: 545.450500
	Iteration 10Q: 3 clusters Score -24318.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24321.388672 Penalty: 545.450500
	Iteration 11Q: 3 clusters Score -24321.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24321.388672 Penalty: 545.450500
	Iteration 12F: 3 clusters Score -24321.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -125449.023438 Penalty: 339.347473
	Iteration 0F: 2 clusters Score -125449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -124155.406250 Penalty: 678.694946
	Iteration 0F: 3 clusters Score -124155.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -124580.843750 Penalty: 678.694946
	Iteration 1F: 3 clusters Score -124580.8 nChanged 147
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: -124720.117188 Penalty: 678.694946
	Iteration 2F: 3 clusters Score -124720.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124848.734375 Penalty: 678.694946
	Iteration 3F: 3 clusters Score -124848.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -124979.085938 Penalty: 678.694946
	Iteration 4F: 3 clusters Score -124979.1 nChanged 99
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: -125077.164062 Penalty: 678.694946
	Iteration 5F: 3 clusters Score -125077.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125138.226562 Penalty: 678.694946
	Iteration 6Q: 3 clusters Score -125138.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125174.500000 Penalty: 678.694946
	Iteration 7Q: 3 clusters Score -125174.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125199.640625 Penalty: 678.694946
	Iteration 8Q: 3 clusters Score -125199.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125220.570312 Penalty: 678.694946
	Iteration 9Q: 3 clusters Score -125220.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125234.531250 Penalty: 678.694946
	Iteration 10Q: 3 clusters Score -125234.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125248.335938 Penalty: 678.694946
	Iteration 11Q: 3 clusters Score -125248.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125257.039062 Penalty: 678.694946
	Iteration 12Q: 3 clusters Score -125257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125263.273438 Penalty: 678.694946
	Iteration 13Q: 3 clusters Score -125263.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125269.617188 Penalty: 678.694946
	Iteration 14Q: 3 clusters Score -125269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125275.273438 Penalty: 678.694946
	Iteration 15Q: 3 clusters Score -125275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125280.789062 Penalty: 678.694946
	Iteration 16Q: 3 clusters Score -125280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125286.570312 Penalty: 678.694946
	Iteration 17Q: 3 clusters Score -125286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125291.437500 Penalty: 678.694946
	Iteration 18Q: 3 clusters Score -125291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125297.546875 Penalty: 678.694946
	Iteration 19Q: 3 clusters Score -125297.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125301.703125 Penalty: 678.694946
	Iteration 20F: 3 clusters Score -125301.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125303.320312 Penalty: 678.694946
	Iteration 21Q: 3 clusters Score -125303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125304.414062 Penalty: 678.694946
	Iteration 22Q: 3 clusters Score -125304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125304.625000 Penalty: 678.694946
	Iteration 23Q: 3 clusters Score -125304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125305.070312 Penalty: 678.694946
	Iteration 24Q: 3 clusters Score -125305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125305.890625 Penalty: 678.694946
	Iteration 25Q: 3 clusters Score -125305.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125305.992188 Penalty: 678.694946
	Iteration 26Q: 3 clusters Score -125306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125306.296875 Penalty: 678.694946
	Iteration 27Q: 3 clusters Score -125306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125306.562500 Penalty: 678.694946
	Iteration 28Q: 3 clusters Score -125306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125306.531250 Penalty: 678.694946
	Iteration 29Q: 3 clusters Score -125306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125306.679688 Penalty: 678.694946
	Iteration 30Q: 3 clusters Score -125306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125306.679688 Penalty: 678.694946
	Iteration 31F: 3 clusters Score -125306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10540.929688 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10239.072266 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10239.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10331.411133 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10331.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10355.910156 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10355.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10378.514648 Penalty: 490.820129
	Iteration 3F: 3 clusters Score -10378.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10401.811523 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10401.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10437.880859 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10437.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10449.722656 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10449.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10458.131836 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -10458.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10466.811523 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -10466.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10472.745117 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -10472.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10474.097656 Penalty: 490.820129
	Iteration 10Q: 3 clusters Score -10474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10474.097656 Penalty: 490.820129
	Iteration 11F: 3 clusters Score -10474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14511.234375 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14511.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14583.201172 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14602.143555 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14602.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14610.387695 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -14610.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14615.707031 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14615.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14616.123047 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14616.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14616.123047 Penalty: 497.208710
	Iteration 6F: 3 clusters Score -14616.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -1194067.250000 Penalty: 436.292450
	Iteration 0F: 2 clusters Score -1194067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1184438.750000 Penalty: 872.584900
	Iteration 0F: 3 clusters Score -1184439 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1188741.125000 Penalty: 872.584900
	Iteration 1F: 3 clusters Score -1188741 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1189583.375000 Penalty: 872.584900
	Iteration 2F: 3 clusters Score -1189583 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1191213.875000 Penalty: 872.584900
	Iteration 3F: 3 clusters Score -1191214 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1192854.375000 Penalty: 872.584900
	Iteration 4F: 3 clusters Score -1192854 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1193281.125000 Penalty: 872.584900
	Iteration 5F: 3 clusters Score -1193281 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1193370.375000 Penalty: 872.584900
	Iteration 6Q: 3 clusters Score -1193370 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1193435.375000 Penalty: 872.584900
	Iteration 7Q: 3 clusters Score -1193435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1193469.375000 Penalty: 872.584900
	Iteration 8Q: 3 clusters Score -1193469 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1193496.750000 Penalty: 872.584900
	Iteration 9Q: 3 clusters Score -1193497 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1193518.625000 Penalty: 872.584900
	Iteration 10Q: 3 clusters Score -1193519 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1193529.750000 Penalty: 872.584900
	Iteration 11Q: 3 clusters Score -1193530 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1193553.125000 Penalty: 872.584900
	Iteration 12Q: 3 clusters Score -1193553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1193563.125000 Penalty: 872.584900
	Iteration 13Q: 3 clusters Score -1193563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1193567.125000 Penalty: 872.584900
	Iteration 14Q: 3 clusters Score -1193567 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1193565.625000 Penalty: 872.584900
	Iteration 15Q: 3 clusters Score -1193566 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1193573.375000 Penalty: 872.584900
	Iteration 16Q: 3 clusters Score -1193573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1193567.875000 Penalty: 872.584900
	Iteration 17Q: 3 clusters Score -1193568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1193564.625000 Penalty: 872.584900
	Iteration 18Q: 3 clusters Score -1193565 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1193577.250000 Penalty: 872.584900
	Iteration 19Q: 3 clusters Score -1193577 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1193592.875000 Penalty: 872.584900
	Iteration 20F: 3 clusters Score -1193593 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1193601.625000 Penalty: 872.584900
	Iteration 21Q: 3 clusters Score -1193602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1193602.875000 Penalty: 872.584900
	Iteration 22Q: 3 clusters Score -1193603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1193596.125000 Penalty: 872.584900
	Iteration 23Q: 3 clusters Score -1193596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1193598.375000 Penalty: 872.584900
	Iteration 24Q: 3 clusters Score -1193598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1193594.625000 Penalty: 872.584900
	Iteration 25Q: 3 clusters Score -1193595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1193590.375000 Penalty: 872.584900
	Iteration 26Q: 3 clusters Score -1193590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1193578.500000 Penalty: 872.584900
	Iteration 27Q: 3 clusters Score -1193578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1193553.625000 Penalty: 872.584900
	Iteration 28Q: 3 clusters Score -1193554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1193540.375000 Penalty: 872.584900
	Iteration 29Q: 3 clusters Score -1193540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1193547.875000 Penalty: 872.584900
	Iteration 30Q: 3 clusters Score -1193548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1193528.125000 Penalty: 872.584900
	Iteration 31Q: 3 clusters Score -1193528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1193547.000000 Penalty: 872.584900
	Iteration 32Q: 3 clusters Score -1193547 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1193554.500000 Penalty: 872.584900
	Iteration 33Q: 3 clusters Score -1193554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1193570.625000 Penalty: 872.584900
	Iteration 34Q: 3 clusters Score -1193571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1193571.000000 Penalty: 872.584900
	Iteration 35Q: 3 clusters Score -1193571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1193586.000000 Penalty: 872.584900
	Iteration 36Q: 3 clusters Score -1193586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1193593.000000 Penalty: 872.584900
	Iteration 37Q: 3 clusters Score -1193593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1193596.125000 Penalty: 872.584900
	Iteration 38Q: 3 clusters Score -1193596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1193589.875000 Penalty: 872.584900
	Iteration 39Q: 3 clusters Score -1193590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1193596.000000 Penalty: 872.584900
	Iteration 40F: 3 clusters Score -1193596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1193594.125000 Penalty: 872.584900
	Iteration 41Q: 3 clusters Score -1193594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1193594.625000 Penalty: 872.584900
	Iteration 42Q: 3 clusters Score -1193595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1193594.000000 Penalty: 872.584900
	Iteration 43Q: 3 clusters Score -1193594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1193594.000000 Penalty: 872.584900
	Iteration 44F: 3 clusters Score -1193594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -13969.660156 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -13969.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13719.176758 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -13719.18 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13789.356445 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -13789.36 nChanged 21
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: -13834.672852 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -13834.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13848.658203 Penalty: 489.150330
	Iteration 3F: 3 clusters Score -13848.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13860.731445 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -13860.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13862.426758 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -13862.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13863.266602 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -13863.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13864.804688 Penalty: 489.150330
	Iteration 7Q: 3 clusters Score -13864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13866.116211 Penalty: 489.150330
	Iteration 8Q: 3 clusters Score -13866.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13873.359375 Penalty: 489.150330
	Iteration 9Q: 3 clusters Score -13873.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13880.839844 Penalty: 489.150330
	Iteration 10Q: 3 clusters Score -13880.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13881.994141 Penalty: 489.150330
	Iteration 11Q: 3 clusters Score -13881.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13883.041992 Penalty: 489.150330
	Iteration 12Q: 3 clusters Score -13883.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13883.041992 Penalty: 489.150330
	Iteration 13F: 3 clusters Score -13883.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -516799.281250 Penalty: 398.550629
	Iteration 0F: 2 clusters Score -516799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -512471.375000 Penalty: 797.101257
	Iteration 0F: 3 clusters Score -512471.4 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -514034.500000 Penalty: 797.101257
	Iteration 1F: 3 clusters Score -514034.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -514135.437500 Penalty: 797.101257
	Iteration 2Q: 3 clusters Score -514135.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -514226.343750 Penalty: 797.101257
	Iteration 3Q: 3 clusters Score -514226.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -514302.906250 Penalty: 797.101257
	Iteration 4Q: 3 clusters Score -514302.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -514384.500000 Penalty: 797.101257
	Iteration 5Q: 3 clusters Score -514384.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -514482.656250 Penalty: 797.101257
	Iteration 6Q: 3 clusters Score -514482.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -514616.437500 Penalty: 797.101257
	Iteration 7Q: 3 clusters Score -514616.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -514811.031250 Penalty: 797.101257
	Iteration 8F: 3 clusters Score -514811 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -515110.812500 Penalty: 797.101257
	Iteration 9F: 3 clusters Score -515110.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -515489.812500 Penalty: 797.101257
	Iteration 10F: 3 clusters Score -515489.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -515885.500000 Penalty: 797.101257
	Iteration 11F: 3 clusters Score -515885.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -516133.906250 Penalty: 797.101257
	Iteration 12Q: 3 clusters Score -516133.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -516283.062500 Penalty: 797.101257
	Iteration 13Q: 3 clusters Score -516283.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -516366.812500 Penalty: 797.101257
	Iteration 14Q: 3 clusters Score -516366.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -516405.375000 Penalty: 797.101257
	Iteration 15Q: 3 clusters Score -516405.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -516421.125000 Penalty: 797.101257
	Iteration 16Q: 3 clusters Score -516421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -516427.500000 Penalty: 797.101257
	Iteration 17Q: 3 clusters Score -516427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -516432.781250 Penalty: 797.101257
	Iteration 18Q: 3 clusters Score -516432.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -516436.156250 Penalty: 797.101257
	Iteration 19Q: 3 clusters Score -516436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -516438.750000 Penalty: 797.101257
	Iteration 20F: 3 clusters Score -516438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -516440.031250 Penalty: 797.101257
	Iteration 21Q: 3 clusters Score -516440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -516440.031250 Penalty: 797.101257
	Iteration 22F: 3 clusters Score -516440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -193964.718750 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -193964.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -192277.109375 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -192277.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -192839.203125 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -192839.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -192914.453125 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -192914.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -192977.078125 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -192977.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -193045.203125 Penalty: 706.396240
	Iteration 4F: 3 clusters Score -193045.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -193112.921875 Penalty: 706.396240
	Iteration 5Q: 3 clusters Score -193112.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -193184.718750 Penalty: 706.396240
	Iteration 6Q: 3 clusters Score -193184.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -193255.593750 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -193255.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -193314.359375 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -193314.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -193375.453125 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -193375.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -193430.046875 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -193430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -193472.546875 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -193472.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -193512.921875 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -193512.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -193539.828125 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -193539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -193576.437500 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -193576.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -193596.171875 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -193596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -193609.500000 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -193609.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -193616.906250 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -193616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -193627.218750 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -193627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -193633.984375 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -193634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -193648.312500 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -193648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -193659.828125 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -193659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -193660.015625 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -193660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -193660.468750 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -193660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -193660.468750 Penalty: 706.396240
	Iteration 24F: 3 clusters Score -193660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -40029.148438 Penalty: 285.843140
	Iteration 0F: 2 clusters Score -40029.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39527.246094 Penalty: 571.686279
	Iteration 0F: 3 clusters Score -39527.25 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -39674.238281 Penalty: 571.686279
	Iteration 1F: 3 clusters Score -39674.24 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39729.378906 Penalty: 571.686279
	Iteration 2F: 3 clusters Score -39729.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39765.320312 Penalty: 571.686279
	Iteration 3F: 3 clusters Score -39765.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39785.207031 Penalty: 571.686279
	Iteration 4Q: 3 clusters Score -39785.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39800.570312 Penalty: 571.686279
	Iteration 5Q: 3 clusters Score -39800.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39814.441406 Penalty: 571.686279
	Iteration 6Q: 3 clusters Score -39814.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39821.367188 Penalty: 571.686279
	Iteration 7Q: 3 clusters Score -39821.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39823.433594 Penalty: 571.686279
	Iteration 8Q: 3 clusters Score -39823.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39824.070312 Penalty: 571.686279
	Iteration 9Q: 3 clusters Score -39824.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39824.429688 Penalty: 571.686279
	Iteration 10Q: 3 clusters Score -39824.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39826.210938 Penalty: 571.686279
	Iteration 11Q: 3 clusters Score -39826.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39827.218750 Penalty: 571.686279
	Iteration 12Q: 3 clusters Score -39827.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39828.093750 Penalty: 571.686279
	Iteration 13Q: 3 clusters Score -39828.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39829.320312 Penalty: 571.686279
	Iteration 14Q: 3 clusters Score -39829.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39829.632812 Penalty: 571.686279
	Iteration 15Q: 3 clusters Score -39829.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39829.914062 Penalty: 571.686279
	Iteration 16Q: 3 clusters Score -39829.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39829.914062 Penalty: 571.686279
	Iteration 17F: 3 clusters Score -39829.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9760.192383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9760.192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9487.627930 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9487.628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9562.746094 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9562.746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9582.434570 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9582.435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9586.119141 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9586.119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9588.281250 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9588.281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9593.224609 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9593.225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9598.482422 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9598.482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9606.383789 Penalty: 477.479187
	Iteration 7F: 3 clusters Score -9606.384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9611.937500 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9611.938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9625.112305 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9625.112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9649.676758 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -9649.677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9695.859375 Penalty: 477.479187
	Iteration 11Q: 3 clusters Score -9695.859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9739.348633 Penalty: 477.479187
	Iteration 12F: 3 clusters Score -9739.349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9744.650391 Penalty: 477.479187
	Iteration 13Q: 3 clusters Score -9744.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9745.672852 Penalty: 477.479187
	Iteration 14Q: 3 clusters Score -9745.673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9745.672852 Penalty: 477.479187
	Iteration 15F: 3 clusters Score -9745.673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Entering Unmasked Estep 
Score: -1425564.500000 Penalty: 444.936798
	Iteration 0F: 2 clusters Score -1425564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1413804.875000 Penalty: 889.873596
	Iteration 0F: 3 clusters Score -1413805 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1418706.875000 Penalty: 889.873596
	Iteration 1F: 3 clusters Score -1418707 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1419138.500000 Penalty: 889.873596
	Iteration 2Q: 3 clusters Score -1419138 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1419724.375000 Penalty: 889.873596
	Iteration 3F: 3 clusters Score -1419724 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1420462.125000 Penalty: 889.873596
	Iteration 4F: 3 clusters Score -1420462 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1421398.000000 Penalty: 889.873596
	Iteration 5F: 3 clusters Score -1421398 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1422277.875000 Penalty: 889.873596
	Iteration 6F: 3 clusters Score -1422278 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1422836.750000 Penalty: 889.873596
	Iteration 7Q: 3 clusters Score -1422837 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1423206.250000 Penalty: 889.873596
	Iteration 8Q: 3 clusters Score -1423206 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1423528.250000 Penalty: 889.873596
	Iteration 9Q: 3 clusters Score -1423528 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1423813.000000 Penalty: 889.873596
	Iteration 10Q: 3 clusters Score -1423813 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1424058.625000 Penalty: 889.873596
	Iteration 11Q: 3 clusters Score -1424059 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1424302.000000 Penalty: 889.873596
	Iteration 12Q: 3 clusters Score -1424302 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1424524.875000 Penalty: 889.873596
	Iteration 13Q: 3 clusters Score -1424525 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1424689.500000 Penalty: 889.873596
	Iteration 14Q: 3 clusters Score -1424690 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1424829.125000 Penalty: 889.873596
	Iteration 15Q: 3 clusters Score -1424829 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1424922.250000 Penalty: 889.873596
	Iteration 16Q: 3 clusters Score -1424922 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1424988.250000 Penalty: 889.873596
	Iteration 17Q: 3 clusters Score -1424988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1425031.500000 Penalty: 889.873596
	Iteration 18Q: 3 clusters Score -1425032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1425078.125000 Penalty: 889.873596
	Iteration 19Q: 3 clusters Score -1425078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1425117.500000 Penalty: 889.873596
	Iteration 20F: 3 clusters Score -1425118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1425138.875000 Penalty: 889.873596
	Iteration 21Q: 3 clusters Score -1425139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1425147.375000 Penalty: 889.873596
	Iteration 22Q: 3 clusters Score -1425147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1425159.000000 Penalty: 889.873596
	Iteration 23Q: 3 clusters Score -1425159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1425162.750000 Penalty: 889.873596
	Iteration 24Q: 3 clusters Score -1425163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1425169.750000 Penalty: 889.873596
	Iteration 25Q: 3 clusters Score -1425170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1425172.375000 Penalty: 889.873596
	Iteration 26Q: 3 clusters Score -1425172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1425174.000000 Penalty: 889.873596
	Iteration 27Q: 3 clusters Score -1425174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1425178.625000 Penalty: 889.873596
	Iteration 28Q: 3 clusters Score -1425179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1425178.250000 Penalty: 889.873596
	Iteration 29Q: 3 clusters Score -1425178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1425178.625000 Penalty: 889.873596
	Iteration 30Q: 3 clusters Score -1425179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1425180.750000 Penalty: 889.873596
	Iteration 31Q: 3 clusters Score -1425181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1425180.750000 Penalty: 889.873596
	Iteration 32F: 3 clusters Score -1425181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -984156.437500 Penalty: 427.396454
	Iteration 0F: 2 clusters Score -984156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -976371.062500 Penalty: 854.792908
	Iteration 0F: 3 clusters Score -976371.1 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -979849.375000 Penalty: 854.792908
	Iteration 1F: 3 clusters Score -979849.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -980974.312500 Penalty: 854.792908
	Iteration 2F: 3 clusters Score -980974.3 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -982733.625000 Penalty: 854.792908
	Iteration 3F: 3 clusters Score -982733.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -983471.937500 Penalty: 854.792908
	Iteration 4F: 3 clusters Score -983471.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -983584.750000 Penalty: 854.792908
	Iteration 5Q: 3 clusters Score -983584.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -983633.250000 Penalty: 854.792908
	Iteration 6Q: 3 clusters Score -983633.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -983649.562500 Penalty: 854.792908
	Iteration 7Q: 3 clusters Score -983649.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -983664.375000 Penalty: 854.792908
	Iteration 8Q: 3 clusters Score -983664.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -983672.437500 Penalty: 854.792908
	Iteration 9Q: 3 clusters Score -983672.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -983678.062500 Penalty: 854.792908
	Iteration 10Q: 3 clusters Score -983678.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -983683.125000 Penalty: 854.792908
	Iteration 11Q: 3 clusters Score -983683.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -983680.937500 Penalty: 854.792908
	Iteration 12Q: 3 clusters Score -983680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -983679.687500 Penalty: 854.792908
	Iteration 13Q: 3 clusters Score -983679.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -983682.812500 Penalty: 854.792908
	Iteration 14Q: 3 clusters Score -983682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -983682.187500 Penalty: 854.792908
	Iteration 15Q: 3 clusters Score -983682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -983683.812500 Penalty: 854.792908
	Iteration 16Q: 3 clusters Score -983683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -983682.312500 Penalty: 854.792908
	Iteration 17Q: 3 clusters Score -983682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -983680.687500 Penalty: 854.792908
	Iteration 18Q: 3 clusters Score -983680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -983683.812500 Penalty: 854.792908
	Iteration 19Q: 3 clusters Score -983683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -983684.562500 Penalty: 854.792908
	Iteration 20F: 3 clusters Score -983684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -983685.187500 Penalty: 854.792908
	Iteration 21Q: 3 clusters Score -983685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -983679.937500 Penalty: 854.792908
	Iteration 22Q: 3 clusters Score -983679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -983682.375000 Penalty: 854.792908
	Iteration 23Q: 3 clusters Score -983682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -983682.812500 Penalty: 854.792908
	Iteration 24Q: 3 clusters Score -983682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -983683.062500 Penalty: 854.792908
	Iteration 25Q: 3 clusters Score -983683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -983682.812500 Penalty: 854.792908
	Iteration 26Q: 3 clusters Score -983682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -983683.750000 Penalty: 854.792908
	Iteration 27Q: 3 clusters Score -983683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -983682.125000 Penalty: 854.792908
	Iteration 28Q: 3 clusters Score -983682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -983685.750000 Penalty: 854.792908
	Iteration 29Q: 3 clusters Score -983685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -983685.875000 Penalty: 854.792908
	Iteration 30Q: 3 clusters Score -983685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -983684.875000 Penalty: 854.792908
	Iteration 31Q: 3 clusters Score -983684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -983684.875000 Penalty: 854.792908
	Iteration 32F: 3 clusters Score -983684.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1154355.750000 Penalty: 434.774780
	Iteration 0F: 2 clusters Score -1154356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1144889.625000 Penalty: 869.549561
	Iteration 0F: 3 clusters Score -1144890 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1148992.000000 Penalty: 869.549561
	Iteration 1F: 3 clusters Score -1148992 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1149413.250000 Penalty: 869.549561
	Iteration 2F: 3 clusters Score -1149413 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1150064.000000 Penalty: 869.549561
	Iteration 3F: 3 clusters Score -1150064 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1150942.125000 Penalty: 869.549561
	Iteration 4F: 3 clusters Score -1150942 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1151984.875000 Penalty: 869.549561
	Iteration 5F: 3 clusters Score -1151985 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1152828.625000 Penalty: 869.549561
	Iteration 6F: 3 clusters Score -1152829 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1153330.625000 Penalty: 869.549561
	Iteration 7Q: 3 clusters Score -1153331 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1153575.375000 Penalty: 869.549561
	Iteration 8Q: 3 clusters Score -1153575 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1153680.750000 Penalty: 869.549561
	Iteration 9Q: 3 clusters Score -1153681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1153747.000000 Penalty: 869.549561
	Iteration 10Q: 3 clusters Score -1153747 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1153806.625000 Penalty: 869.549561
	Iteration 11Q: 3 clusters Score -1153807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1153854.125000 Penalty: 869.549561
	Iteration 12Q: 3 clusters Score -1153854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1153893.875000 Penalty: 869.549561
	Iteration 13Q: 3 clusters Score -1153894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1153914.250000 Penalty: 869.549561
	Iteration 14Q: 3 clusters Score -1153914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1153925.500000 Penalty: 869.549561
	Iteration 15Q: 3 clusters Score -1153926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1153934.500000 Penalty: 869.549561
	Iteration 16Q: 3 clusters Score -1153934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1153942.125000 Penalty: 869.549561
	Iteration 17Q: 3 clusters Score -1153942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1153949.500000 Penalty: 869.549561
	Iteration 18Q: 3 clusters Score -1153950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1153958.375000 Penalty: 869.549561
	Iteration 19Q: 3 clusters Score -1153958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1153959.000000 Penalty: 869.549561
	Iteration 20F: 3 clusters Score -1153959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1153961.750000 Penalty: 869.549561
	Iteration 21Q: 3 clusters Score -1153962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1153961.750000 Penalty: 869.549561
	Iteration 22F: 3 clusters Score -1153962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (22405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Entering Unmasked Estep 
Score: -1812964.625000 Penalty: 455.775299
	Iteration 0F: 2 clusters Score -1812965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1798604.500000 Penalty: 911.550598
	Iteration 0F: 3 clusters Score -1798604 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1805568.750000 Penalty: 911.550598
	Iteration 1F: 3 clusters Score -1805569 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1806582.750000 Penalty: 911.550598
	Iteration 2F: 3 clusters Score -1806583 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1807664.000000 Penalty: 911.550598
	Iteration 3F: 3 clusters Score -1807664 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1808650.500000 Penalty: 911.550598
	Iteration 4F: 3 clusters Score -1808650 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1809449.250000 Penalty: 911.550598
	Iteration 5F: 3 clusters Score -1809449 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1810200.500000 Penalty: 911.550598
	Iteration 6Q: 3 clusters Score -1810200 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1810956.625000 Penalty: 911.550598
	Iteration 7Q: 3 clusters Score -1810957 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1811618.875000 Penalty: 911.550598
	Iteration 8Q: 3 clusters Score -1811619 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1812043.125000 Penalty: 911.550598
	Iteration 9Q: 3 clusters Score -1812043 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1812377.375000 Penalty: 911.550598
	Iteration 10Q: 3 clusters Score -1812377 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1812631.500000 Penalty: 911.550598
	Iteration 11Q: 3 clusters Score -1812632 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -1812778.625000 Penalty: 911.550598
	Iteration 12Q: 3 clusters Score -1812779 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1812889.000000 Penalty: 911.550598
	Iteration 13Q: 3 clusters Score -1812889 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1812957.625000 Penalty: 911.550598
	Iteration 14Q: 3 clusters Score -1812958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1812989.500000 Penalty: 911.550598
	Iteration 15Q: 3 clusters Score -1812990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1813017.000000 Penalty: 911.550598
	Iteration 16Q: 3 clusters Score -1813017 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1813036.375000 Penalty: 911.550598
	Iteration 17Q: 3 clusters Score -1813036 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1813045.750000 Penalty: 911.550598
	Iteration 18Q: 3 clusters Score -1813046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1813051.375000 Penalty: 911.550598
	Iteration 19Q: 3 clusters Score -1813051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1813046.750000 Penalty: 911.550598
	Iteration 20F: 3 clusters Score -1813047 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1813036.125000 Penalty: 911.550598
	Iteration 21Q: 3 clusters Score -1813036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1813033.125000 Penalty: 911.550598
	Iteration 22Q: 3 clusters Score -1813033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1813033.250000 Penalty: 911.550598
	Iteration 23Q: 3 clusters Score -1813033 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1813027.500000 Penalty: 911.550598
	Iteration 24Q: 3 clusters Score -1813028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1813024.875000 Penalty: 911.550598
	Iteration 25Q: 3 clusters Score -1813025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1813018.500000 Penalty: 911.550598
	Iteration 26Q: 3 clusters Score -1813018 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1813018.875000 Penalty: 911.550598
	Iteration 27Q: 3 clusters Score -1813019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1813015.000000 Penalty: 911.550598
	Iteration 28Q: 3 clusters Score -1813015 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1813003.250000 Penalty: 911.550598
	Iteration 29Q: 3 clusters Score -1813003 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1813010.750000 Penalty: 911.550598
	Iteration 30Q: 3 clusters Score -1813011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1813006.000000 Penalty: 911.550598
	Iteration 31Q: 3 clusters Score -1813006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1813007.750000 Penalty: 911.550598
	Iteration 32Q: 3 clusters Score -1813008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1812987.375000 Penalty: 911.550598
	Iteration 33Q: 3 clusters Score -1812987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -1812993.500000 Penalty: 911.550598
	Iteration 34Q: 3 clusters Score -1812994 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1812983.625000 Penalty: 911.550598
	Iteration 35Q: 3 clusters Score -1812984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1812998.875000 Penalty: 911.550598
	Iteration 36Q: 3 clusters Score -1812999 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1812989.250000 Penalty: 911.550598
	Iteration 37Q: 3 clusters Score -1812989 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1812983.875000 Penalty: 911.550598
	Iteration 38Q: 3 clusters Score -1812984 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1813008.750000 Penalty: 911.550598
	Iteration 39Q: 3 clusters Score -1813009 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1813016.500000 Penalty: 911.550598
	Iteration 40F: 3 clusters Score -1813016 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1813022.500000 Penalty: 911.550598
	Iteration 41Q: 3 clusters Score -1813022 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1813035.375000 Penalty: 911.550598
	Iteration 42Q: 3 clusters Score -1813035 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1813049.000000 Penalty: 911.550598
	Iteration 43Q: 3 clusters Score -1813049 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1813038.000000 Penalty: 911.550598
	Iteration 44Q: 3 clusters Score -1813038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1813038.375000 Penalty: 911.550598
	Iteration 45Q: 3 clusters Score -1813038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1813034.250000 Penalty: 911.550598
	Iteration 46Q: 3 clusters Score -1813034 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 47Q: 3 clusters Score -1813037 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1813049.625000 Penalty: 911.550598
	Iteration 48Q: 3 clusters Score -1813050 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 911.550598
	Iteration 49Q: 3 clusters Score -1813042 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1813051.125000 Penalty: 911.550598
	Iteration 50Q: 3 clusters Score -1813051 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1813054.375000 Penalty: 911.550598
	Iteration 51Q: 3 clusters Score -1813054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1813057.375000 Penalty: 911.550598
	Iteration 52Q: 3 clusters Score -1813057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1813056.875000 Penalty: 911.550598
	Iteration 53Q: 3 clusters Score -1813057 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1813058.625000 Penalty: 911.550598
	Iteration 54Q: 3 clusters Score -1813059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1813054.875000 Penalty: 911.550598
	Iteration 55Q: 3 clusters Score -1813055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1813054.750000 Penalty: 911.550598
	Iteration 56Q: 3 clusters Score -1813055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1813062.250000 Penalty: 911.550598
	Iteration 57Q: 3 clusters Score -1813062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1813056.125000 Penalty: 911.550598
	Iteration 58Q: 3 clusters Score -1813056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1813061.000000 Penalty: 911.550598
	Iteration 59Q: 3 clusters Score -1813061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1813064.750000 Penalty: 911.550598
	Iteration 60F: 3 clusters Score -1813065 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1813060.000000 Penalty: 911.550598
	Iteration 61Q: 3 clusters Score -1813060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1813057.750000 Penalty: 911.550598
	Iteration 62Q: 3 clusters Score -1813058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1813062.750000 Penalty: 911.550598
	Iteration 63Q: 3 clusters Score -1813063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1813057.000000 Penalty: 911.550598
	Iteration 64Q: 3 clusters Score -1813057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1813058.750000 Penalty: 911.550598
	Iteration 65Q: 3 clusters Score -1813059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1813065.625000 Penalty: 911.550598
	Iteration 66Q: 3 clusters Score -1813066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1813063.625000 Penalty: 911.550598
	Iteration 67Q: 3 clusters Score -1813064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1813065.625000 Penalty: 911.550598
	Iteration 68Q: 3 clusters Score -1813066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1813061.500000 Penalty: 911.550598
	Iteration 69Q: 3 clusters Score -1813062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1813052.875000 Penalty: 911.550598
	Iteration 70Q: 3 clusters Score -1813053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1813056.375000 Penalty: 911.550598
	Iteration 71Q: 3 clusters Score -1813056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1813054.625000 Penalty: 911.550598
	Iteration 72Q: 3 clusters Score -1813055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1813055.750000 Penalty: 911.550598
	Iteration 73Q: 3 clusters Score -1813056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1813053.000000 Penalty: 911.550598
	Iteration 74Q: 3 clusters Score -1813053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1813055.750000 Penalty: 911.550598
	Iteration 75Q: 3 clusters Score -1813056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1813061.250000 Penalty: 911.550598
	Iteration 76Q: 3 clusters Score -1813061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1813058.375000 Penalty: 911.550598
	Iteration 77Q: 3 clusters Score -1813058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1813057.125000 Penalty: 911.550598
	Iteration 78Q: 3 clusters Score -1813057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1813055.250000 Penalty: 911.550598
	Iteration 79Q: 3 clusters Score -1813055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1813052.250000 Penalty: 911.550598
	Iteration 80F: 3 clusters Score -1813052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1813050.375000 Penalty: 911.550598
	Iteration 81Q: 3 clusters Score -1813050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1813053.875000 Penalty: 911.550598
	Iteration 82Q: 3 clusters Score -1813054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1813056.750000 Penalty: 911.550598
	Iteration 83Q: 3 clusters Score -1813057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1813054.125000 Penalty: 911.550598
	Iteration 84Q: 3 clusters Score -1813054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1813051.750000 Penalty: 911.550598
	Iteration 85Q: 3 clusters Score -1813052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1813052.500000 Penalty: 911.550598
	Iteration 86Q: 3 clusters Score -1813052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1813051.250000 Penalty: 911.550598
	Iteration 87Q: 3 clusters Score -1813051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1813049.000000 Penalty: 911.550598
	Iteration 88Q: 3 clusters Score -1813049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1813047.625000 Penalty: 911.550598
	Iteration 89Q: 3 clusters Score -1813048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1813048.125000 Penalty: 911.550598
	Iteration 90Q: 3 clusters Score -1813048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1813047.250000 Penalty: 911.550598
	Iteration 91Q: 3 clusters Score -1813047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1813045.250000 Penalty: 911.550598
	Iteration 92Q: 3 clusters Score -1813045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1813045.500000 Penalty: 911.550598
	Iteration 93Q: 3 clusters Score -1813046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1813051.500000 Penalty: 911.550598
	Iteration 94Q: 3 clusters Score -1813052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1813050.750000 Penalty: 911.550598
	Iteration 95Q: 3 clusters Score -1813051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1813046.375000 Penalty: 911.550598
	Iteration 96Q: 3 clusters Score -1813046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1813046.750000 Penalty: 911.550598
	Iteration 97Q: 3 clusters Score -1813047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1813044.625000 Penalty: 911.550598
	Iteration 98Q: 3 clusters Score -1813045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1813045.875000 Penalty: 911.550598
	Iteration 99Q: 3 clusters Score -1813046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1813046.500000 Penalty: 911.550598
	Iteration 100F: 3 clusters Score -1813046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 911.550598
	Iteration 101Q: 3 clusters Score -1813042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1813042.375000 Penalty: 911.550598
	Iteration 102Q: 3 clusters Score -1813042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1813042.375000 Penalty: 911.550598
	Iteration 103Q: 3 clusters Score -1813042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1813041.250000 Penalty: 911.550598
	Iteration 104Q: 3 clusters Score -1813041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1813039.375000 Penalty: 911.550598
	Iteration 105Q: 3 clusters Score -1813039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1813034.250000 Penalty: 911.550598
	Iteration 106Q: 3 clusters Score -1813034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1813034.000000 Penalty: 911.550598
	Iteration 107Q: 3 clusters Score -1813034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1813035.625000 Penalty: 911.550598
	Iteration 108Q: 3 clusters Score -1813036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1813038.375000 Penalty: 911.550598
	Iteration 109Q: 3 clusters Score -1813038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1813037.750000 Penalty: 911.550598
	Iteration 110Q: 3 clusters Score -1813038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1813038.250000 Penalty: 911.550598
	Iteration 111Q: 3 clusters Score -1813038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1813042.875000 Penalty: 911.550598
	Iteration 112Q: 3 clusters Score -1813043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1813040.625000 Penalty: 911.550598
	Iteration 113Q: 3 clusters Score -1813041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1813034.875000 Penalty: 911.550598
	Iteration 114Q: 3 clusters Score -1813035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 115Q: 3 clusters Score -1813037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1813036.375000 Penalty: 911.550598
	Iteration 116Q: 3 clusters Score -1813036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1813035.250000 Penalty: 911.550598
	Iteration 117Q: 3 clusters Score -1813035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1813034.000000 Penalty: 911.550598
	Iteration 118Q: 3 clusters Score -1813034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 911.550598
	Iteration 119Q: 3 clusters Score -1813038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1813036.625000 Penalty: 911.550598
	Iteration 120F: 3 clusters Score -1813037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 911.550598
	Iteration 121Q: 3 clusters Score -1813038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1813037.750000 Penalty: 911.550598
	Iteration 122Q: 3 clusters Score -1813038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 123Q: 3 clusters Score -1813037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1813038.375000 Penalty: 911.550598
	Iteration 124Q: 3 clusters Score -1813038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1813039.875000 Penalty: 911.550598
	Iteration 125Q: 3 clusters Score -1813040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1813038.250000 Penalty: 911.550598
	Iteration 126Q: 3 clusters Score -1813038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1813035.750000 Penalty: 911.550598
	Iteration 127Q: 3 clusters Score -1813036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 128Q: 3 clusters Score -1813037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 129Q: 3 clusters Score -1813037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1813041.875000 Penalty: 911.550598
	Iteration 130Q: 3 clusters Score -1813042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 911.550598
	Iteration 131Q: 3 clusters Score -1813042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 911.550598
	Iteration 132Q: 3 clusters Score -1813042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1813045.625000 Penalty: 911.550598
	Iteration 133Q: 3 clusters Score -1813046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1813046.500000 Penalty: 911.550598
	Iteration 134Q: 3 clusters Score -1813046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1813046.750000 Penalty: 911.550598
	Iteration 135Q: 3 clusters Score -1813047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1813046.250000 Penalty: 911.550598
	Iteration 136Q: 3 clusters Score -1813046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1813048.500000 Penalty: 911.550598
	Iteration 137Q: 3 clusters Score -1813048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1813044.750000 Penalty: 911.550598
	Iteration 138Q: 3 clusters Score -1813045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1813044.250000 Penalty: 911.550598
	Iteration 139Q: 3 clusters Score -1813044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1813041.375000 Penalty: 911.550598
	Iteration 140F: 3 clusters Score -1813041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1813045.500000 Penalty: 911.550598
	Iteration 141Q: 3 clusters Score -1813046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1813044.125000 Penalty: 911.550598
	Iteration 142Q: 3 clusters Score -1813044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1813042.375000 Penalty: 911.550598
	Iteration 143Q: 3 clusters Score -1813042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1813043.750000 Penalty: 911.550598
	Iteration 144Q: 3 clusters Score -1813044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1813041.500000 Penalty: 911.550598
	Iteration 145Q: 3 clusters Score -1813042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1813041.750000 Penalty: 911.550598
	Iteration 146Q: 3 clusters Score -1813042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 911.550598
	Iteration 147Q: 3 clusters Score -1813038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1813038.875000 Penalty: 911.550598
	Iteration 148Q: 3 clusters Score -1813039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1813039.875000 Penalty: 911.550598
	Iteration 149Q: 3 clusters Score -1813040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1813035.750000 Penalty: 911.550598
	Iteration 150Q: 3 clusters Score -1813036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1813037.375000 Penalty: 911.550598
	Iteration 151Q: 3 clusters Score -1813037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1813036.125000 Penalty: 911.550598
	Iteration 152Q: 3 clusters Score -1813036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1813034.500000 Penalty: 911.550598
	Iteration 153Q: 3 clusters Score -1813034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1813037.875000 Penalty: 911.550598
	Iteration 154Q: 3 clusters Score -1813038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1813038.750000 Penalty: 911.550598
	Iteration 155Q: 3 clusters Score -1813039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1813036.875000 Penalty: 911.550598
	Iteration 156Q: 3 clusters Score -1813037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1813032.250000 Penalty: 911.550598
	Iteration 157Q: 3 clusters Score -1813032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1813032.750000 Penalty: 911.550598
	Iteration 158Q: 3 clusters Score -1813033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1813032.250000 Penalty: 911.550598
	Iteration 159Q: 3 clusters Score -1813032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1813036.625000 Penalty: 911.550598
	Iteration 160F: 3 clusters Score -1813037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1813038.375000 Penalty: 911.550598
	Iteration 161Q: 3 clusters Score -1813038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1813038.875000 Penalty: 911.550598
	Iteration 162Q: 3 clusters Score -1813039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1813039.375000 Penalty: 911.550598
	Iteration 163Q: 3 clusters Score -1813039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1813039.500000 Penalty: 911.550598
	Iteration 164Q: 3 clusters Score -1813040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1813039.875000 Penalty: 911.550598
	Iteration 165Q: 3 clusters Score -1813040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1813043.125000 Penalty: 911.550598
	Iteration 166Q: 3 clusters Score -1813043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1813042.500000 Penalty: 911.550598
	Iteration 167Q: 3 clusters Score -1813042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1813042.875000 Penalty: 911.550598
	Iteration 168Q: 3 clusters Score -1813043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1813036.125000 Penalty: 911.550598
	Iteration 169Q: 3 clusters Score -1813036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1813034.500000 Penalty: 911.550598
	Iteration 170Q: 3 clusters Score -1813034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1813038.250000 Penalty: 911.550598
	Iteration 171Q: 3 clusters Score -1813038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1813037.500000 Penalty: 911.550598
	Iteration 172Q: 3 clusters Score -1813038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1813033.375000 Penalty: 911.550598
	Iteration 173Q: 3 clusters Score -1813033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1813027.250000 Penalty: 911.550598
	Iteration 174Q: 3 clusters Score -1813027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1813028.625000 Penalty: 911.550598
	Iteration 175Q: 3 clusters Score -1813029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1813030.500000 Penalty: 911.550598
	Iteration 176Q: 3 clusters Score -1813030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1813031.250000 Penalty: 911.550598
	Iteration 177Q: 3 clusters Score -1813031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1813031.500000 Penalty: 911.550598
	Iteration 178Q: 3 clusters Score -1813032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1813032.375000 Penalty: 911.550598
	Iteration 179Q: 3 clusters Score -1813032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1813031.625000 Penalty: 911.550598
	Iteration 180F: 3 clusters Score -1813032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1813031.625000 Penalty: 911.550598
	Iteration 181Q: 3 clusters Score -1813032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1813028.125000 Penalty: 911.550598
	Iteration 182Q: 3 clusters Score -1813028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1813026.500000 Penalty: 911.550598
	Iteration 183Q: 3 clusters Score -1813026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1813026.875000 Penalty: 911.550598
	Iteration 184Q: 3 clusters Score -1813027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1813027.750000 Penalty: 911.550598
	Iteration 185Q: 3 clusters Score -1813028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1813025.250000 Penalty: 911.550598
	Iteration 186Q: 3 clusters Score -1813025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1813023.375000 Penalty: 911.550598
	Iteration 187Q: 3 clusters Score -1813023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1813020.500000 Penalty: 911.550598
	Iteration 188Q: 3 clusters Score -1813020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1813023.250000 Penalty: 911.550598
	Iteration 189Q: 3 clusters Score -1813023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1813021.375000 Penalty: 911.550598
	Iteration 190Q: 3 clusters Score -1813021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1813023.375000 Penalty: 911.550598
	Iteration 191Q: 3 clusters Score -1813023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1813021.375000 Penalty: 911.550598
	Iteration 192Q: 3 clusters Score -1813021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1813022.000000 Penalty: 911.550598
	Iteration 193Q: 3 clusters Score -1813022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1813021.625000 Penalty: 911.550598
	Iteration 194Q: 3 clusters Score -1813022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1813020.250000 Penalty: 911.550598
	Iteration 195Q: 3 clusters Score -1813020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1813021.125000 Penalty: 911.550598
	Iteration 196Q: 3 clusters Score -1813021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1813021.125000 Penalty: 911.550598
	Iteration 197F: 3 clusters Score -1813021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 13474 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 74 contains 8931 members 
Mstep: Class 75 contains 36304 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
Score: -42172920.000000 Penalty: 45747.167969
Splitting cluster 63 changes total score from -42172780.000000 to -42172920.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6755.337402 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6755.337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -6824.882812 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6824.883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6838.370605 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -6838.371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6841.430664 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -6841.431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6843.421387 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -6843.421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6845.725098 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -6845.725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6850.002930 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -6850.003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6856.279297 Penalty: 434.132324
	Iteration 7Q: 3 clusters Score -6856.279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6867.125000 Penalty: 434.132324
	Iteration 8F: 3 clusters Score -6867.125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6884.108887 Penalty: 434.132324
	Iteration 9F: 3 clusters Score -6884.109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6891.881836 Penalty: 434.132324
	Iteration 10Q: 3 clusters Score -6891.882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6906.207031 Penalty: 434.132324
	Iteration 11Q: 3 clusters Score -6906.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6906.207031 Penalty: 434.132324
	Iteration 12F: 3 clusters Score -6906.207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (13255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Entering Unmasked Estep 
Score: -1084715.750000 Penalty: 431.891937
	Iteration 0F: 2 clusters Score -1084716 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 6669 members 
Entering Unmasked Estep 
Score: -1076078.375000 Penalty: 863.783875
	Iteration 0F: 3 clusters Score -1076078 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1079536.625000 Penalty: 863.783875
	Iteration 1F: 3 clusters Score -1079537 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1079786.875000 Penalty: 863.783875
	Iteration 2F: 3 clusters Score -1079787 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1080119.000000 Penalty: 863.783875
	Iteration 3F: 3 clusters Score -1080119 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1080657.250000 Penalty: 863.783875
	Iteration 4F: 3 clusters Score -1080657 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1081535.000000 Penalty: 863.783875
	Iteration 5F: 3 clusters Score -1081535 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1082670.625000 Penalty: 863.783875
	Iteration 6F: 3 clusters Score -1082671 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1083421.625000 Penalty: 863.783875
	Iteration 7F: 3 clusters Score -1083422 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1083869.500000 Penalty: 863.783875
	Iteration 8Q: 3 clusters Score -1083870 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1084136.250000 Penalty: 863.783875
	Iteration 9Q: 3 clusters Score -1084136 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1084267.125000 Penalty: 863.783875
	Iteration 10Q: 3 clusters Score -1084267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1084371.375000 Penalty: 863.783875
	Iteration 11Q: 3 clusters Score -1084371 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1084398.625000 Penalty: 863.783875
	Iteration 12Q: 3 clusters Score -1084399 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1084385.000000 Penalty: 863.783875
	Iteration 13Q: 3 clusters Score -1084385 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1084439.125000 Penalty: 863.783875
	Iteration 14Q: 3 clusters Score -1084439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1084456.500000 Penalty: 863.783875
	Iteration 15Q: 3 clusters Score -1084456 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1084488.375000 Penalty: 863.783875
	Iteration 16Q: 3 clusters Score -1084488 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1084499.625000 Penalty: 863.783875
	Iteration 17Q: 3 clusters Score -1084500 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1084515.125000 Penalty: 863.783875
	Iteration 18Q: 3 clusters Score -1084515 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1084519.875000 Penalty: 863.783875
	Iteration 19Q: 3 clusters Score -1084520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1084517.125000 Penalty: 863.783875
	Iteration 20F: 3 clusters Score -1084517 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1084520.375000 Penalty: 863.783875
	Iteration 21Q: 3 clusters Score -1084520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1084527.500000 Penalty: 863.783875
	Iteration 22Q: 3 clusters Score -1084528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1084528.875000 Penalty: 863.783875
	Iteration 23Q: 3 clusters Score -1084529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1084532.250000 Penalty: 863.783875
	Iteration 24Q: 3 clusters Score -1084532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1084537.875000 Penalty: 863.783875
	Iteration 25Q: 3 clusters Score -1084538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1084545.750000 Penalty: 863.783875
	Iteration 26Q: 3 clusters Score -1084546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1084549.500000 Penalty: 863.783875
	Iteration 27Q: 3 clusters Score -1084550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1084553.125000 Penalty: 863.783875
	Iteration 28Q: 3 clusters Score -1084553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1084552.875000 Penalty: 863.783875
	Iteration 29Q: 3 clusters Score -1084553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1084553.250000 Penalty: 863.783875
	Iteration 30Q: 3 clusters Score -1084553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1084552.250000 Penalty: 863.783875
	Iteration 31Q: 3 clusters Score -1084552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1084552.750000 Penalty: 863.783875
	Iteration 32Q: 3 clusters Score -1084553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1084555.625000 Penalty: 863.783875
	Iteration 33Q: 3 clusters Score -1084556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1084553.000000 Penalty: 863.783875
	Iteration 34Q: 3 clusters Score -1084553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1084553.875000 Penalty: 863.783875
	Iteration 35Q: 3 clusters Score -1084554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1084554.250000 Penalty: 863.783875
	Iteration 36Q: 3 clusters Score -1084554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1084553.625000 Penalty: 863.783875
	Iteration 37Q: 3 clusters Score -1084554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1084555.250000 Penalty: 863.783875
	Iteration 38Q: 3 clusters Score -1084555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1084556.125000 Penalty: 863.783875
	Iteration 39Q: 3 clusters Score -1084556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1084558.250000 Penalty: 863.783875
	Iteration 40F: 3 clusters Score -1084558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1084556.000000 Penalty: 863.783875
	Iteration 41Q: 3 clusters Score -1084556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1084554.125000 Penalty: 863.783875
	Iteration 42Q: 3 clusters Score -1084554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1084552.750000 Penalty: 863.783875
	Iteration 43Q: 3 clusters Score -1084553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1084554.375000 Penalty: 863.783875
	Iteration 44Q: 3 clusters Score -1084554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1084549.750000 Penalty: 863.783875
	Iteration 45Q: 3 clusters Score -1084550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1084551.500000 Penalty: 863.783875
	Iteration 46Q: 3 clusters Score -1084552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1084547.625000 Penalty: 863.783875
	Iteration 47Q: 3 clusters Score -1084548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1084550.000000 Penalty: 863.783875
	Iteration 48Q: 3 clusters Score -1084550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1084549.250000 Penalty: 863.783875
	Iteration 49Q: 3 clusters Score -1084549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1084545.875000 Penalty: 863.783875
	Iteration 50Q: 3 clusters Score -1084546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1084547.250000 Penalty: 863.783875
	Iteration 51Q: 3 clusters Score -1084547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1084547.250000 Penalty: 863.783875
	Iteration 52Q: 3 clusters Score -1084547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1084547.250000 Penalty: 863.783875
	Iteration 53Q: 3 clusters Score -1084547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1084547.250000 Penalty: 863.783875
	Iteration 54F: 3 clusters Score -1084547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -396602.187500 Penalty: 386.005463
	Iteration 0F: 2 clusters Score -396602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -393378.812500 Penalty: 772.010925
	Iteration 0F: 3 clusters Score -393378.8 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -394554.531250 Penalty: 772.010925
	Iteration 1F: 3 clusters Score -394554.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -394649.750000 Penalty: 772.010925
	Iteration 2Q: 3 clusters Score -394649.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -394751.750000 Penalty: 772.010925
	Iteration 3Q: 3 clusters Score -394751.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -394883.406250 Penalty: 772.010925
	Iteration 4Q: 3 clusters Score -394883.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -395073.062500 Penalty: 772.010925
	Iteration 5F: 3 clusters Score -395073.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -395295.843750 Penalty: 772.010925
	Iteration 6F: 3 clusters Score -395295.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -395558.562500 Penalty: 772.010925
	Iteration 7F: 3 clusters Score -395558.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -395814.343750 Penalty: 772.010925
	Iteration 8F: 3 clusters Score -395814.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -395980.093750 Penalty: 772.010925
	Iteration 9Q: 3 clusters Score -395980.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -396078.968750 Penalty: 772.010925
	Iteration 10Q: 3 clusters Score -396079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -396146.312500 Penalty: 772.010925
	Iteration 11Q: 3 clusters Score -396146.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -396192.531250 Penalty: 772.010925
	Iteration 12Q: 3 clusters Score -396192.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -396226.125000 Penalty: 772.010925
	Iteration 13Q: 3 clusters Score -396226.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -396238.937500 Penalty: 772.010925
	Iteration 14Q: 3 clusters Score -396238.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -396255.906250 Penalty: 772.010925
	Iteration 15Q: 3 clusters Score -396255.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -396266.343750 Penalty: 772.010925
	Iteration 16Q: 3 clusters Score -396266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -396277.500000 Penalty: 772.010925
	Iteration 17Q: 3 clusters Score -396277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -396282.781250 Penalty: 772.010925
	Iteration 18Q: 3 clusters Score -396282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -396288.156250 Penalty: 772.010925
	Iteration 19Q: 3 clusters Score -396288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -396292.125000 Penalty: 772.010925
	Iteration 20F: 3 clusters Score -396292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -396294.250000 Penalty: 772.010925
	Iteration 21Q: 3 clusters Score -396294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -396295.093750 Penalty: 772.010925
	Iteration 22Q: 3 clusters Score -396295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -396295.093750 Penalty: 772.010925
	Iteration 23F: 3 clusters Score -396295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Entering Unmasked Estep 
Score: -1394572.875000 Penalty: 444.038910
	Iteration 0F: 2 clusters Score -1394573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1383100.375000 Penalty: 888.077820
	Iteration 0F: 3 clusters Score -1383100 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1387887.000000 Penalty: 888.077820
	Iteration 1F: 3 clusters Score -1387887 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1388312.625000 Penalty: 888.077820
	Iteration 2F: 3 clusters Score -1388313 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1389002.500000 Penalty: 888.077820
	Iteration 3F: 3 clusters Score -1389002 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1390188.250000 Penalty: 888.077820
	Iteration 4F: 3 clusters Score -1390188 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1391670.000000 Penalty: 888.077820
	Iteration 5F: 3 clusters Score -1391670 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1392946.500000 Penalty: 888.077820
	Iteration 6F: 3 clusters Score -1392946 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1393718.250000 Penalty: 888.077820
	Iteration 7Q: 3 clusters Score -1393718 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1394020.500000 Penalty: 888.077820
	Iteration 8Q: 3 clusters Score -1394020 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1394105.500000 Penalty: 888.077820
	Iteration 9Q: 3 clusters Score -1394106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1394141.500000 Penalty: 888.077820
	Iteration 10Q: 3 clusters Score -1394142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1394164.750000 Penalty: 888.077820
	Iteration 11Q: 3 clusters Score -1394165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1394180.000000 Penalty: 888.077820
	Iteration 12Q: 3 clusters Score -1394180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1394186.875000 Penalty: 888.077820
	Iteration 13Q: 3 clusters Score -1394187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1394189.875000 Penalty: 888.077820
	Iteration 14Q: 3 clusters Score -1394190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1394189.875000 Penalty: 888.077820
	Iteration 15F: 3 clusters Score -1394190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (23441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Entering Unmasked Estep 
Score: -1758950.750000 Penalty: 457.832001
	Iteration 0F: 2 clusters Score -1758951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1743332.875000 Penalty: 915.664001
	Iteration 0F: 3 clusters Score -1743333 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1750011.875000 Penalty: 915.664001
	Iteration 1F: 3 clusters Score -1750012 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1750333.875000 Penalty: 915.664001
	Iteration 2Q: 3 clusters Score -1750334 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1750723.375000 Penalty: 915.664001
	Iteration 3Q: 3 clusters Score -1750723 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1751223.000000 Penalty: 915.664001
	Iteration 4Q: 3 clusters Score -1751223 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1751788.625000 Penalty: 915.664001
	Iteration 5Q: 3 clusters Score -1751789 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1752337.625000 Penalty: 915.664001
	Iteration 6Q: 3 clusters Score -1752338 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1752905.125000 Penalty: 915.664001
	Iteration 7Q: 3 clusters Score -1752905 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1753456.500000 Penalty: 915.664001
	Iteration 8Q: 3 clusters Score -1753456 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1753884.375000 Penalty: 915.664001
	Iteration 9Q: 3 clusters Score -1753884 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1754243.750000 Penalty: 915.664001
	Iteration 10Q: 3 clusters Score -1754244 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1754489.875000 Penalty: 915.664001
	Iteration 11Q: 3 clusters Score -1754490 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1754644.250000 Penalty: 915.664001
	Iteration 12Q: 3 clusters Score -1754644 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1754760.250000 Penalty: 915.664001
	Iteration 13Q: 3 clusters Score -1754760 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1754839.500000 Penalty: 915.664001
	Iteration 14Q: 3 clusters Score -1754840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1754910.250000 Penalty: 915.664001
	Iteration 15Q: 3 clusters Score -1754910 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1754972.875000 Penalty: 915.664001
	Iteration 16Q: 3 clusters Score -1754973 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1755041.125000 Penalty: 915.664001
	Iteration 17Q: 3 clusters Score -1755041 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1755125.625000 Penalty: 915.664001
	Iteration 18Q: 3 clusters Score -1755126 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1755214.000000 Penalty: 915.664001
	Iteration 19Q: 3 clusters Score -1755214 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1755327.875000 Penalty: 915.664001
	Iteration 20F: 3 clusters Score -1755328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1755459.250000 Penalty: 915.664001
	Iteration 21Q: 3 clusters Score -1755459 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1755612.500000 Penalty: 915.664001
	Iteration 22Q: 3 clusters Score -1755612 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1755781.250000 Penalty: 915.664001
	Iteration 23Q: 3 clusters Score -1755781 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1755979.625000 Penalty: 915.664001
	Iteration 24Q: 3 clusters Score -1755980 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1756200.875000 Penalty: 915.664001
	Iteration 25Q: 3 clusters Score -1756201 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1756440.125000 Penalty: 915.664001
	Iteration 26Q: 3 clusters Score -1756440 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1756728.125000 Penalty: 915.664001
	Iteration 27Q: 3 clusters Score -1756728 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1757029.750000 Penalty: 915.664001
	Iteration 28Q: 3 clusters Score -1757030 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1757326.000000 Penalty: 915.664001
	Iteration 29Q: 3 clusters Score -1757326 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1757615.375000 Penalty: 915.664001
	Iteration 30Q: 3 clusters Score -1757615 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1757926.000000 Penalty: 915.664001
	Iteration 31Q: 3 clusters Score -1757926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1758170.750000 Penalty: 915.664001
	Iteration 32Q: 3 clusters Score -1758171 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1758335.750000 Penalty: 915.664001
	Iteration 33Q: 3 clusters Score -1758336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1758432.750000 Penalty: 915.664001
	Iteration 34Q: 3 clusters Score -1758433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1758506.875000 Penalty: 915.664001
	Iteration 35Q: 3 clusters Score -1758507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1758567.000000 Penalty: 915.664001
	Iteration 36Q: 3 clusters Score -1758567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1758603.250000 Penalty: 915.664001
	Iteration 37Q: 3 clusters Score -1758603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1758622.250000 Penalty: 915.664001
	Iteration 38Q: 3 clusters Score -1758622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1758628.000000 Penalty: 915.664001
	Iteration 39Q: 3 clusters Score -1758628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1758629.875000 Penalty: 915.664001
	Iteration 40F: 3 clusters Score -1758630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1758637.875000 Penalty: 915.664001
	Iteration 41Q: 3 clusters Score -1758638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1758644.750000 Penalty: 915.664001
	Iteration 42Q: 3 clusters Score -1758645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1758645.875000 Penalty: 915.664001
	Iteration 43Q: 3 clusters Score -1758646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1758648.375000 Penalty: 915.664001
	Iteration 44Q: 3 clusters Score -1758648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1758649.625000 Penalty: 915.664001
	Iteration 45Q: 3 clusters Score -1758650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1758649.375000 Penalty: 915.664001
	Iteration 46Q: 3 clusters Score -1758649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1758651.625000 Penalty: 915.664001
	Iteration 47Q: 3 clusters Score -1758652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1758655.125000 Penalty: 915.664001
	Iteration 48Q: 3 clusters Score -1758655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1758659.875000 Penalty: 915.664001
	Iteration 49Q: 3 clusters Score -1758660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1758660.750000 Penalty: 915.664001
	Iteration 50Q: 3 clusters Score -1758661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1758664.000000 Penalty: 915.664001
	Iteration 51Q: 3 clusters Score -1758664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1758673.625000 Penalty: 915.664001
	Iteration 52Q: 3 clusters Score -1758674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1758680.250000 Penalty: 915.664001
	Iteration 53Q: 3 clusters Score -1758680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1758691.125000 Penalty: 915.664001
	Iteration 54Q: 3 clusters Score -1758691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1758694.000000 Penalty: 915.664001
	Iteration 55Q: 3 clusters Score -1758694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1758699.875000 Penalty: 915.664001
	Iteration 56Q: 3 clusters Score -1758700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1758703.375000 Penalty: 915.664001
	Iteration 57Q: 3 clusters Score -1758703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1758706.375000 Penalty: 915.664001
	Iteration 58Q: 3 clusters Score -1758706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1758711.125000 Penalty: 915.664001
	Iteration 59Q: 3 clusters Score -1758711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1758712.375000 Penalty: 915.664001
	Iteration 60F: 3 clusters Score -1758712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1758718.750000 Penalty: 915.664001
	Iteration 61Q: 3 clusters Score -1758719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1758733.750000 Penalty: 915.664001
	Iteration 62Q: 3 clusters Score -1758734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1758759.625000 Penalty: 915.664001
	Iteration 63Q: 3 clusters Score -1758760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1758777.875000 Penalty: 915.664001
	Iteration 64Q: 3 clusters Score -1758778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1758789.125000 Penalty: 915.664001
	Iteration 65Q: 3 clusters Score -1758789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1758796.500000 Penalty: 915.664001
	Iteration 66Q: 3 clusters Score -1758796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1758799.750000 Penalty: 915.664001
	Iteration 67Q: 3 clusters Score -1758800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1758803.500000 Penalty: 915.664001
	Iteration 68Q: 3 clusters Score -1758804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1758804.500000 Penalty: 915.664001
	Iteration 69F: 3 clusters Score -1758804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1758805.375000 Penalty: 915.664001
	Iteration 70Q: 3 clusters Score -1758805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1758810.250000 Penalty: 915.664001
	Iteration 71Q: 3 clusters Score -1758810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1758813.500000 Penalty: 915.664001
	Iteration 72Q: 3 clusters Score -1758814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1758817.875000 Penalty: 915.664001
	Iteration 73Q: 3 clusters Score -1758818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1758818.875000 Penalty: 915.664001
	Iteration 74Q: 3 clusters Score -1758819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1758818.875000 Penalty: 915.664001
	Iteration 75F: 3 clusters Score -1758819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (20756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Entering Unmasked Estep 
Score: -1692024.750000 Penalty: 452.296875
	Iteration 0F: 2 clusters Score -1692025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1678316.875000 Penalty: 904.593750
	Iteration 0F: 3 clusters Score -1678317 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1684120.000000 Penalty: 904.593750
	Iteration 1F: 3 clusters Score -1684120 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1684619.875000 Penalty: 904.593750
	Iteration 2F: 3 clusters Score -1684620 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1685524.125000 Penalty: 904.593750
	Iteration 3F: 3 clusters Score -1685524 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1686880.625000 Penalty: 904.593750
	Iteration 4F: 3 clusters Score -1686881 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1688554.125000 Penalty: 904.593750
	Iteration 5F: 3 clusters Score -1688554 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1689953.875000 Penalty: 904.593750
	Iteration 6F: 3 clusters Score -1689954 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -1690792.750000 Penalty: 904.593750
	Iteration 7Q: 3 clusters Score -1690793 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -1691210.750000 Penalty: 904.593750
	Iteration 8Q: 3 clusters Score -1691211 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1691440.000000 Penalty: 904.593750
	Iteration 9Q: 3 clusters Score -1691440 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1691518.625000 Penalty: 904.593750
	Iteration 10Q: 3 clusters Score -1691519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1691546.375000 Penalty: 904.593750
	Iteration 11Q: 3 clusters Score -1691546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -1691580.375000 Penalty: 904.593750
	Iteration 12Q: 3 clusters Score -1691580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -1691580.500000 Penalty: 904.593750
	Iteration 13Q: 3 clusters Score -1691580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1691600.500000 Penalty: 904.593750
	Iteration 14Q: 3 clusters Score -1691600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1691609.625000 Penalty: 904.593750
	Iteration 15Q: 3 clusters Score -1691610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1691612.500000 Penalty: 904.593750
	Iteration 16Q: 3 clusters Score -1691612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1691619.625000 Penalty: 904.593750
	Iteration 17Q: 3 clusters Score -1691620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -1691621.250000 Penalty: 904.593750
	Iteration 18Q: 3 clusters Score -1691621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1691620.750000 Penalty: 904.593750
	Iteration 19Q: 3 clusters Score -1691621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1691620.750000 Penalty: 904.593750
	Iteration 20F: 3 clusters Score -1691621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -20822.976562 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -20822.98 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 167 members 
Entering Unmasked Estep 
Score: -20447.648438 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -20447.65 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20572.822266 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -20572.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20602.308594 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -20602.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20614.736328 Penalty: 532.025940
	Iteration 3Q: 3 clusters Score -20614.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20628.857422 Penalty: 532.025940
	Iteration 4Q: 3 clusters Score -20628.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20639.447266 Penalty: 532.025940
	Iteration 5Q: 3 clusters Score -20639.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20647.892578 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -20647.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20656.712891 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -20656.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20663.384766 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -20663.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20664.642578 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -20664.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20666.470703 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -20666.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20667.226562 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -20667.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20669.097656 Penalty: 532.025940
	Iteration 12Q: 3 clusters Score -20669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20673.501953 Penalty: 532.025940
	Iteration 13Q: 3 clusters Score -20673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20673.501953 Penalty: 532.025940
	Iteration 14F: 3 clusters Score -20673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (38680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Entering Unmasked Estep 
Score: -3089997.000000 Penalty: 480.620056
	Iteration 0F: 2 clusters Score -3089997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3066952.250000 Penalty: 961.240112
	Iteration 0F: 3 clusters Score -3066952 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3077681.500000 Penalty: 961.240112
	Iteration 1F: 3 clusters Score -3077682 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3078449.750000 Penalty: 961.240112
	Iteration 2F: 3 clusters Score -3078450 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3079639.750000 Penalty: 961.240112
	Iteration 3F: 3 clusters Score -3079640 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3081254.000000 Penalty: 961.240112
	Iteration 4F: 3 clusters Score -3081254 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3083136.000000 Penalty: 961.240112
	Iteration 5F: 3 clusters Score -3083136 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3084463.500000 Penalty: 961.240112
	Iteration 6F: 3 clusters Score -3084464 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3084963.250000 Penalty: 961.240112
	Iteration 7Q: 3 clusters Score -3084963 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3085036.250000 Penalty: 961.240112
	Iteration 8Q: 3 clusters Score -3085036 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3085080.500000 Penalty: 961.240112
	Iteration 9Q: 3 clusters Score -3085080 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3085117.500000 Penalty: 961.240112
	Iteration 10Q: 3 clusters Score -3085118 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3085145.250000 Penalty: 961.240112
	Iteration 11Q: 3 clusters Score -3085145 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3085193.250000 Penalty: 961.240112
	Iteration 12Q: 3 clusters Score -3085193 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3085244.000000 Penalty: 961.240112
	Iteration 13Q: 3 clusters Score -3085244 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3085284.500000 Penalty: 961.240112
	Iteration 14Q: 3 clusters Score -3085284 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3085322.750000 Penalty: 961.240112
	Iteration 15Q: 3 clusters Score -3085323 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3085350.250000 Penalty: 961.240112
	Iteration 16Q: 3 clusters Score -3085350 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3085379.000000 Penalty: 961.240112
	Iteration 17Q: 3 clusters Score -3085379 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3085415.250000 Penalty: 961.240112
	Iteration 18Q: 3 clusters Score -3085415 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3085420.000000 Penalty: 961.240112
	Iteration 19Q: 3 clusters Score -3085420 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3085443.500000 Penalty: 961.240112
	Iteration 20F: 3 clusters Score -3085444 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3085484.500000 Penalty: 961.240112
	Iteration 21Q: 3 clusters Score -3085484 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3085535.250000 Penalty: 961.240112
	Iteration 22Q: 3 clusters Score -3085535 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3085587.500000 Penalty: 961.240112
	Iteration 23Q: 3 clusters Score -3085588 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3085637.500000 Penalty: 961.240112
	Iteration 24Q: 3 clusters Score -3085638 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3085678.500000 Penalty: 961.240112
	Iteration 25Q: 3 clusters Score -3085678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3085725.250000 Penalty: 961.240112
	Iteration 26Q: 3 clusters Score -3085725 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3085756.750000 Penalty: 961.240112
	Iteration 27Q: 3 clusters Score -3085757 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3085779.250000 Penalty: 961.240112
	Iteration 28Q: 3 clusters Score -3085779 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3085806.250000 Penalty: 961.240112
	Iteration 29Q: 3 clusters Score -3085806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -3085836.750000 Penalty: 961.240112
	Iteration 30Q: 3 clusters Score -3085837 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3085840.750000 Penalty: 961.240112
	Iteration 31Q: 3 clusters Score -3085841 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3085848.750000 Penalty: 961.240112
	Iteration 32Q: 3 clusters Score -3085849 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3085875.500000 Penalty: 961.240112
	Iteration 33Q: 3 clusters Score -3085876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3085906.750000 Penalty: 961.240112
	Iteration 34Q: 3 clusters Score -3085907 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3085927.250000 Penalty: 961.240112
	Iteration 35Q: 3 clusters Score -3085927 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3085957.250000 Penalty: 961.240112
	Iteration 36Q: 3 clusters Score -3085957 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3085996.250000 Penalty: 961.240112
	Iteration 37Q: 3 clusters Score -3085996 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3086010.250000 Penalty: 961.240112
	Iteration 38Q: 3 clusters Score -3086010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3086037.750000 Penalty: 961.240112
	Iteration 39Q: 3 clusters Score -3086038 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -3086060.250000 Penalty: 961.240112
	Iteration 40F: 3 clusters Score -3086060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3086093.000000 Penalty: 961.240112
	Iteration 41Q: 3 clusters Score -3086093 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3086135.500000 Penalty: 961.240112
	Iteration 42Q: 3 clusters Score -3086136 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3086183.000000 Penalty: 961.240112
	Iteration 43Q: 3 clusters Score -3086183 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3086215.500000 Penalty: 961.240112
	Iteration 44Q: 3 clusters Score -3086216 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3086253.000000 Penalty: 961.240112
	Iteration 45Q: 3 clusters Score -3086253 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3086277.750000 Penalty: 961.240112
	Iteration 46Q: 3 clusters Score -3086278 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3086312.750000 Penalty: 961.240112
	Iteration 47Q: 3 clusters Score -3086313 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -3086339.500000 Penalty: 961.240112
	Iteration 48Q: 3 clusters Score -3086340 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3086403.750000 Penalty: 961.240112
	Iteration 49Q: 3 clusters Score -3086404 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3086473.750000 Penalty: 961.240112
	Iteration 50Q: 3 clusters Score -3086474 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3086532.250000 Penalty: 961.240112
	Iteration 51Q: 3 clusters Score -3086532 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3086581.250000 Penalty: 961.240112
	Iteration 52Q: 3 clusters Score -3086581 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3086657.250000 Penalty: 961.240112
	Iteration 53Q: 3 clusters Score -3086657 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3086713.750000 Penalty: 961.240112
	Iteration 54Q: 3 clusters Score -3086714 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3086811.500000 Penalty: 961.240112
	Iteration 55Q: 3 clusters Score -3086812 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3086873.750000 Penalty: 961.240112
	Iteration 56Q: 3 clusters Score -3086874 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3086942.750000 Penalty: 961.240112
	Iteration 57Q: 3 clusters Score -3086943 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3086976.000000 Penalty: 961.240112
	Iteration 58Q: 3 clusters Score -3086976 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3087051.500000 Penalty: 961.240112
	Iteration 59Q: 3 clusters Score -3087052 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3087143.500000 Penalty: 961.240112
	Iteration 60F: 3 clusters Score -3087144 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3087186.000000 Penalty: 961.240112
	Iteration 61Q: 3 clusters Score -3087186 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3087226.750000 Penalty: 961.240112
	Iteration 62Q: 3 clusters Score -3087227 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3087263.750000 Penalty: 961.240112
	Iteration 63Q: 3 clusters Score -3087264 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3087286.750000 Penalty: 961.240112
	Iteration 64Q: 3 clusters Score -3087287 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3087300.750000 Penalty: 961.240112
	Iteration 65Q: 3 clusters Score -3087301 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3087320.750000 Penalty: 961.240112
	Iteration 66Q: 3 clusters Score -3087321 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3087331.750000 Penalty: 961.240112
	Iteration 67Q: 3 clusters Score -3087332 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3087321.000000 Penalty: 961.240112
	Iteration 68Q: 3 clusters Score -3087321 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3087304.250000 Penalty: 961.240112
	Iteration 69Q: 3 clusters Score -3087304 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3087294.250000 Penalty: 961.240112
	Iteration 70Q: 3 clusters Score -3087294 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3087288.500000 Penalty: 961.240112
	Iteration 71Q: 3 clusters Score -3087288 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3087273.750000 Penalty: 961.240112
	Iteration 72Q: 3 clusters Score -3087274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -3087303.500000 Penalty: 961.240112
	Iteration 73Q: 3 clusters Score -3087304 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3087309.750000 Penalty: 961.240112
	Iteration 74Q: 3 clusters Score -3087310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3087326.500000 Penalty: 961.240112
	Iteration 75Q: 3 clusters Score -3087326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3087315.750000 Penalty: 961.240112
	Iteration 76Q: 3 clusters Score -3087316 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -3087324.250000 Penalty: 961.240112
	Iteration 77Q: 3 clusters Score -3087324 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -3087342.000000 Penalty: 961.240112
	Iteration 78Q: 3 clusters Score -3087342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -3087377.250000 Penalty: 961.240112
	Iteration 79Q: 3 clusters Score -3087377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3087426.750000 Penalty: 961.240112
	Iteration 80F: 3 clusters Score -3087427 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3087466.750000 Penalty: 961.240112
	Iteration 81Q: 3 clusters Score -3087467 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -3087517.500000 Penalty: 961.240112
	Iteration 82Q: 3 clusters Score -3087518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3087555.750000 Penalty: 961.240112
	Iteration 83Q: 3 clusters Score -3087556 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3087589.750000 Penalty: 961.240112
	Iteration 84Q: 3 clusters Score -3087590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -3087640.500000 Penalty: 961.240112
	Iteration 85Q: 3 clusters Score -3087640 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -3087724.000000 Penalty: 961.240112
	Iteration 86Q: 3 clusters Score -3087724 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3087802.000000 Penalty: 961.240112
	Iteration 87Q: 3 clusters Score -3087802 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -3087885.000000 Penalty: 961.240112
	Iteration 88Q: 3 clusters Score -3087885 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -3088011.250000 Penalty: 961.240112
	Iteration 89Q: 3 clusters Score -3088011 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -3088107.250000 Penalty: 961.240112
	Iteration 90Q: 3 clusters Score -3088107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -3088196.750000 Penalty: 961.240112
	Iteration 91Q: 3 clusters Score -3088197 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3088280.000000 Penalty: 961.240112
	Iteration 92Q: 3 clusters Score -3088280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -3088339.000000 Penalty: 961.240112
	Iteration 93Q: 3 clusters Score -3088339 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3088394.250000 Penalty: 961.240112
	Iteration 94Q: 3 clusters Score -3088394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -3088450.750000 Penalty: 961.240112
	Iteration 95Q: 3 clusters Score -3088451 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3088488.750000 Penalty: 961.240112
	Iteration 96Q: 3 clusters Score -3088489 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -3088521.000000 Penalty: 961.240112
	Iteration 97Q: 3 clusters Score -3088521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -3088542.250000 Penalty: 961.240112
	Iteration 98Q: 3 clusters Score -3088542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -3088568.750000 Penalty: 961.240112
	Iteration 99Q: 3 clusters Score -3088569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -3088685.500000 Penalty: 961.240112
	Iteration 100F: 3 clusters Score -3088686 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3088806.750000 Penalty: 961.240112
	Iteration 101Q: 3 clusters Score -3088807 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -3088870.750000 Penalty: 961.240112
	Iteration 102Q: 3 clusters Score -3088871 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3088929.000000 Penalty: 961.240112
	Iteration 103Q: 3 clusters Score -3088929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3089003.750000 Penalty: 961.240112
	Iteration 104Q: 3 clusters Score -3089004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3089042.250000 Penalty: 961.240112
	Iteration 105Q: 3 clusters Score -3089042 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -3089078.250000 Penalty: 961.240112
	Iteration 106Q: 3 clusters Score -3089078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3089130.000000 Penalty: 961.240112
	Iteration 107Q: 3 clusters Score -3089130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3089179.500000 Penalty: 961.240112
	Iteration 108Q: 3 clusters Score -3089180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3089217.500000 Penalty: 961.240112
	Iteration 109Q: 3 clusters Score -3089218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3089241.000000 Penalty: 961.240112
	Iteration 110Q: 3 clusters Score -3089241 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3089270.750000 Penalty: 961.240112
	Iteration 111Q: 3 clusters Score -3089271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3089302.000000 Penalty: 961.240112
	Iteration 112Q: 3 clusters Score -3089302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3089302.000000 Penalty: 961.240112
	Iteration 113Q: 3 clusters Score -3089302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3089319.250000 Penalty: 961.240112
	Iteration 114Q: 3 clusters Score -3089319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -3089333.500000 Penalty: 961.240112
	Iteration 115Q: 3 clusters Score -3089334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3089341.250000 Penalty: 961.240112
	Iteration 116Q: 3 clusters Score -3089341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3089347.250000 Penalty: 961.240112
	Iteration 117Q: 3 clusters Score -3089347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -3089364.000000 Penalty: 961.240112
	Iteration 118Q: 3 clusters Score -3089364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3089367.500000 Penalty: 961.240112
	Iteration 119Q: 3 clusters Score -3089368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3089377.250000 Penalty: 961.240112
	Iteration 120F: 3 clusters Score -3089377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3089390.500000 Penalty: 961.240112
	Iteration 121Q: 3 clusters Score -3089390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -3089403.250000 Penalty: 961.240112
	Iteration 122Q: 3 clusters Score -3089403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3089416.000000 Penalty: 961.240112
	Iteration 123Q: 3 clusters Score -3089416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -3089433.750000 Penalty: 961.240112
	Iteration 124Q: 3 clusters Score -3089434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3089437.250000 Penalty: 961.240112
	Iteration 125Q: 3 clusters Score -3089437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -3089446.500000 Penalty: 961.240112
	Iteration 126Q: 3 clusters Score -3089446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3089464.000000 Penalty: 961.240112
	Iteration 127Q: 3 clusters Score -3089464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -3089474.750000 Penalty: 961.240112
	Iteration 128Q: 3 clusters Score -3089475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -3089472.750000 Penalty: 961.240112
	Iteration 129Q: 3 clusters Score -3089473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3089481.250000 Penalty: 961.240112
	Iteration 130Q: 3 clusters Score -3089481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -3089484.250000 Penalty: 961.240112
	Iteration 131Q: 3 clusters Score -3089484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3089486.000000 Penalty: 961.240112
	Iteration 132Q: 3 clusters Score -3089486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3089496.000000 Penalty: 961.240112
	Iteration 133Q: 3 clusters Score -3089496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3089497.500000 Penalty: 961.240112
	Iteration 134Q: 3 clusters Score -3089498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -3089506.750000 Penalty: 961.240112
	Iteration 135Q: 3 clusters Score -3089507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3089513.000000 Penalty: 961.240112
	Iteration 136Q: 3 clusters Score -3089513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -3089514.750000 Penalty: 961.240112
	Iteration 137Q: 3 clusters Score -3089515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3089520.000000 Penalty: 961.240112
	Iteration 138Q: 3 clusters Score -3089520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3089522.500000 Penalty: 961.240112
	Iteration 139Q: 3 clusters Score -3089522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3089526.250000 Penalty: 961.240112
	Iteration 140F: 3 clusters Score -3089526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3089528.250000 Penalty: 961.240112
	Iteration 141Q: 3 clusters Score -3089528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3089531.000000 Penalty: 961.240112
	Iteration 142Q: 3 clusters Score -3089531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3089534.250000 Penalty: 961.240112
	Iteration 143Q: 3 clusters Score -3089534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3089529.000000 Penalty: 961.240112
	Iteration 144Q: 3 clusters Score -3089529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3089529.000000 Penalty: 961.240112
	Iteration 145F: 3 clusters Score -3089529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (23268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Entering Unmasked Estep 
Score: -1880179.625000 Penalty: 457.494965
	Iteration 0F: 2 clusters Score -1880180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1865309.000000 Penalty: 914.989929
	Iteration 0F: 3 clusters Score -1865309 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1872614.625000 Penalty: 914.989929
	Iteration 1F: 3 clusters Score -1872615 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1874412.875000 Penalty: 914.989929
	Iteration 2F: 3 clusters Score -1874413 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1876707.250000 Penalty: 914.989929
	Iteration 3F: 3 clusters Score -1876707 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1878443.875000 Penalty: 914.989929
	Iteration 4F: 3 clusters Score -1878444 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1879179.125000 Penalty: 914.989929
	Iteration 5Q: 3 clusters Score -1879179 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1879508.750000 Penalty: 914.989929
	Iteration 6Q: 3 clusters Score -1879509 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1879707.625000 Penalty: 914.989929
	Iteration 7Q: 3 clusters Score -1879708 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1879822.500000 Penalty: 914.989929
	Iteration 8Q: 3 clusters Score -1879822 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1879882.625000 Penalty: 914.989929
	Iteration 9Q: 3 clusters Score -1879883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1879911.625000 Penalty: 914.989929
	Iteration 10Q: 3 clusters Score -1879912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1879932.625000 Penalty: 914.989929
	Iteration 11Q: 3 clusters Score -1879933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1879950.000000 Penalty: 914.989929
	Iteration 12Q: 3 clusters Score -1879950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1879964.250000 Penalty: 914.989929
	Iteration 13Q: 3 clusters Score -1879964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1879964.000000 Penalty: 914.989929
	Iteration 14Q: 3 clusters Score -1879964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1879960.125000 Penalty: 914.989929
	Iteration 15Q: 3 clusters Score -1879960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1879964.250000 Penalty: 914.989929
	Iteration 16Q: 3 clusters Score -1879964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1879964.625000 Penalty: 914.989929
	Iteration 17Q: 3 clusters Score -1879965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1879964.375000 Penalty: 914.989929
	Iteration 18Q: 3 clusters Score -1879964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1879965.375000 Penalty: 914.989929
	Iteration 19Q: 3 clusters Score -1879965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1879963.875000 Penalty: 914.989929
	Iteration 20F: 3 clusters Score -1879964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1879968.750000 Penalty: 914.989929
	Iteration 21Q: 3 clusters Score -1879969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1879967.625000 Penalty: 914.989929
	Iteration 22Q: 3 clusters Score -1879968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1879964.750000 Penalty: 914.989929
	Iteration 23Q: 3 clusters Score -1879965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1879970.875000 Penalty: 914.989929
	Iteration 24Q: 3 clusters Score -1879971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1879970.250000 Penalty: 914.989929
	Iteration 25Q: 3 clusters Score -1879970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1879971.375000 Penalty: 914.989929
	Iteration 26Q: 3 clusters Score -1879971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1879970.625000 Penalty: 914.989929
	Iteration 27Q: 3 clusters Score -1879971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1879969.000000 Penalty: 914.989929
	Iteration 28Q: 3 clusters Score -1879969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1879969.000000 Penalty: 914.989929
	Iteration 29F: 3 clusters Score -1879969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (19371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Entering Unmasked Estep 
Score: -1571849.375000 Penalty: 449.154724
	Iteration 0F: 2 clusters Score -1571849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1559005.250000 Penalty: 898.309448
	Iteration 0F: 3 clusters Score -1559005 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1564453.250000 Penalty: 898.309448
	Iteration 1F: 3 clusters Score -1564453 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1564943.500000 Penalty: 898.309448
	Iteration 2Q: 3 clusters Score -1564944 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1565713.750000 Penalty: 898.309448
	Iteration 3F: 3 clusters Score -1565714 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1566785.125000 Penalty: 898.309448
	Iteration 4F: 3 clusters Score -1566785 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1568046.250000 Penalty: 898.309448
	Iteration 5F: 3 clusters Score -1568046 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1569088.000000 Penalty: 898.309448
	Iteration 6F: 3 clusters Score -1569088 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1569861.750000 Penalty: 898.309448
	Iteration 7Q: 3 clusters Score -1569862 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1570316.125000 Penalty: 898.309448
	Iteration 8Q: 3 clusters Score -1570316 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1570588.375000 Penalty: 898.309448
	Iteration 9Q: 3 clusters Score -1570588 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1570767.750000 Penalty: 898.309448
	Iteration 10Q: 3 clusters Score -1570768 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1570908.500000 Penalty: 898.309448
	Iteration 11Q: 3 clusters Score -1570908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1571027.750000 Penalty: 898.309448
	Iteration 12Q: 3 clusters Score -1571028 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1571117.750000 Penalty: 898.309448
	Iteration 13Q: 3 clusters Score -1571118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1571195.375000 Penalty: 898.309448
	Iteration 14Q: 3 clusters Score -1571195 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1571295.375000 Penalty: 898.309448
	Iteration 15Q: 3 clusters Score -1571295 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1571348.000000 Penalty: 898.309448
	Iteration 16Q: 3 clusters Score -1571348 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1571382.000000 Penalty: 898.309448
	Iteration 17Q: 3 clusters Score -1571382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1571400.000000 Penalty: 898.309448
	Iteration 18Q: 3 clusters Score -1571400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1571415.750000 Penalty: 898.309448
	Iteration 19Q: 3 clusters Score -1571416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1571453.375000 Penalty: 898.309448
	Iteration 20F: 3 clusters Score -1571453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1571465.375000 Penalty: 898.309448
	Iteration 21Q: 3 clusters Score -1571465 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1571470.625000 Penalty: 898.309448
	Iteration 22Q: 3 clusters Score -1571471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1571479.250000 Penalty: 898.309448
	Iteration 23Q: 3 clusters Score -1571479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1571478.500000 Penalty: 898.309448
	Iteration 24Q: 3 clusters Score -1571478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1571477.500000 Penalty: 898.309448
	Iteration 25Q: 3 clusters Score -1571478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1571483.875000 Penalty: 898.309448
	Iteration 26Q: 3 clusters Score -1571484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1571482.500000 Penalty: 898.309448
	Iteration 27Q: 3 clusters Score -1571482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1571481.375000 Penalty: 898.309448
	Iteration 28Q: 3 clusters Score -1571481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1571479.625000 Penalty: 898.309448
	Iteration 29Q: 3 clusters Score -1571480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1571479.375000 Penalty: 898.309448
	Iteration 30Q: 3 clusters Score -1571479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1571478.875000 Penalty: 898.309448
	Iteration 31Q: 3 clusters Score -1571479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1571479.125000 Penalty: 898.309448
	Iteration 32Q: 3 clusters Score -1571479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1571482.250000 Penalty: 898.309448
	Iteration 33Q: 3 clusters Score -1571482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1571480.875000 Penalty: 898.309448
	Iteration 34Q: 3 clusters Score -1571481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1571479.125000 Penalty: 898.309448
	Iteration 35Q: 3 clusters Score -1571479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1571478.000000 Penalty: 898.309448
	Iteration 36Q: 3 clusters Score -1571478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1571478.250000 Penalty: 898.309448
	Iteration 37Q: 3 clusters Score -1571478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1571481.625000 Penalty: 898.309448
	Iteration 38Q: 3 clusters Score -1571482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1571482.625000 Penalty: 898.309448
	Iteration 39Q: 3 clusters Score -1571483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1571480.875000 Penalty: 898.309448
	Iteration 40F: 3 clusters Score -1571481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1571479.375000 Penalty: 898.309448
	Iteration 41Q: 3 clusters Score -1571479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1571480.250000 Penalty: 898.309448
	Iteration 42Q: 3 clusters Score -1571480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1571482.875000 Penalty: 898.309448
	Iteration 43Q: 3 clusters Score -1571483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1571483.000000 Penalty: 898.309448
	Iteration 44Q: 3 clusters Score -1571483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1571484.750000 Penalty: 898.309448
	Iteration 45Q: 3 clusters Score -1571485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1571485.500000 Penalty: 898.309448
	Iteration 46Q: 3 clusters Score -1571486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1571485.500000 Penalty: 898.309448
	Iteration 47F: 3 clusters Score -1571486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (36304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Entering Unmasked Estep 
Score: -2933348.250000 Penalty: 477.735596
	Iteration 0F: 2 clusters Score -2933348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2912445.500000 Penalty: 955.471191
	Iteration 0F: 3 clusters Score -2912446 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2922356.750000 Penalty: 955.471191
	Iteration 1F: 3 clusters Score -2922357 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2922639.500000 Penalty: 955.471191
	Iteration 2Q: 3 clusters Score -2922640 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2922998.250000 Penalty: 955.471191
	Iteration 3Q: 3 clusters Score -2922998 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2923483.250000 Penalty: 955.471191
	Iteration 4F: 3 clusters Score -2923483 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2924469.500000 Penalty: 955.471191
	Iteration 5F: 3 clusters Score -2924470 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -2926089.500000 Penalty: 955.471191
	Iteration 6F: 3 clusters Score -2926090 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2928228.500000 Penalty: 955.471191
	Iteration 7F: 3 clusters Score -2928228 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -2930106.250000 Penalty: 955.471191
	Iteration 8F: 3 clusters Score -2930106 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -2930919.750000 Penalty: 955.471191
	Iteration 9Q: 3 clusters Score -2930920 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -2931338.750000 Penalty: 955.471191
	Iteration 10Q: 3 clusters Score -2931339 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2931811.000000 Penalty: 955.471191
	Iteration 11Q: 3 clusters Score -2931811 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2932266.000000 Penalty: 955.471191
	Iteration 12Q: 3 clusters Score -2932266 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2932710.500000 Penalty: 955.471191
	Iteration 13Q: 3 clusters Score -2932710 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -2933122.750000 Penalty: 955.471191
	Iteration 14Q: 3 clusters Score -2933123 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -2933452.250000 Penalty: 955.471191
	Iteration 15Q: 3 clusters Score -2933452 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2933741.250000 Penalty: 955.471191
	Iteration 16Q: 3 clusters Score -2933741 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2934005.500000 Penalty: 955.471191
	Iteration 17Q: 3 clusters Score -2934006 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2934147.750000 Penalty: 955.471191
	Iteration 18Q: 3 clusters Score -2934148 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2934252.000000 Penalty: 955.471191
	Iteration 19Q: 3 clusters Score -2934252 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2934407.250000 Penalty: 955.471191
	Iteration 20F: 3 clusters Score -2934407 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2934568.750000 Penalty: 955.471191
	Iteration 21Q: 3 clusters Score -2934569 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2934651.750000 Penalty: 955.471191
	Iteration 22Q: 3 clusters Score -2934652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2934728.750000 Penalty: 955.471191
	Iteration 23Q: 3 clusters Score -2934729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2934806.250000 Penalty: 955.471191
	Iteration 24Q: 3 clusters Score -2934806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2934859.750000 Penalty: 955.471191
	Iteration 25Q: 3 clusters Score -2934860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2934919.000000 Penalty: 955.471191
	Iteration 26Q: 3 clusters Score -2934919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2934932.500000 Penalty: 955.471191
	Iteration 27Q: 3 clusters Score -2934932 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2934942.750000 Penalty: 955.471191
	Iteration 28Q: 3 clusters Score -2934943 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2934966.250000 Penalty: 955.471191
	Iteration 29Q: 3 clusters Score -2934966 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2935003.750000 Penalty: 955.471191
	Iteration 30Q: 3 clusters Score -2935004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2935023.500000 Penalty: 955.471191
	Iteration 31Q: 3 clusters Score -2935024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2935022.250000 Penalty: 955.471191
	Iteration 32Q: 3 clusters Score -2935022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2935025.000000 Penalty: 955.471191
	Iteration 33Q: 3 clusters Score -2935025 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2935044.000000 Penalty: 955.471191
	Iteration 34Q: 3 clusters Score -2935044 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2935083.000000 Penalty: 955.471191
	Iteration 35Q: 3 clusters Score -2935083 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2935132.750000 Penalty: 955.471191
	Iteration 36Q: 3 clusters Score -2935133 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2935152.500000 Penalty: 955.471191
	Iteration 37Q: 3 clusters Score -2935152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2935167.750000 Penalty: 955.471191
	Iteration 38Q: 3 clusters Score -2935168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2935191.000000 Penalty: 955.471191
	Iteration 39Q: 3 clusters Score -2935191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2935217.000000 Penalty: 955.471191
	Iteration 40F: 3 clusters Score -2935217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2935229.500000 Penalty: 955.471191
	Iteration 41Q: 3 clusters Score -2935230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2935249.750000 Penalty: 955.471191
	Iteration 42Q: 3 clusters Score -2935250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2935252.000000 Penalty: 955.471191
	Iteration 43Q: 3 clusters Score -2935252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2935252.250000 Penalty: 955.471191
	Iteration 44Q: 3 clusters Score -2935252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2935248.500000 Penalty: 955.471191
	Iteration 45Q: 3 clusters Score -2935248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2935248.500000 Penalty: 955.471191
	Iteration 46Q: 3 clusters Score -2935248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2935256.500000 Penalty: 955.471191
	Iteration 47Q: 3 clusters Score -2935256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2935259.500000 Penalty: 955.471191
	Iteration 48Q: 3 clusters Score -2935260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2935257.250000 Penalty: 955.471191
	Iteration 49Q: 3 clusters Score -2935257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2935257.250000 Penalty: 955.471191
	Iteration 50Q: 3 clusters Score -2935257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2935256.500000 Penalty: 955.471191
	Iteration 51Q: 3 clusters Score -2935256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2935252.750000 Penalty: 955.471191
	Iteration 52Q: 3 clusters Score -2935253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2935252.000000 Penalty: 955.471191
	Iteration 53Q: 3 clusters Score -2935252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2935260.500000 Penalty: 955.471191
	Iteration 54Q: 3 clusters Score -2935260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2935251.500000 Penalty: 955.471191
	Iteration 55Q: 3 clusters Score -2935252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2935270.500000 Penalty: 955.471191
	Iteration 56Q: 3 clusters Score -2935270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2935280.250000 Penalty: 955.471191
	Iteration 57Q: 3 clusters Score -2935280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2935282.750000 Penalty: 955.471191
	Iteration 58Q: 3 clusters Score -2935283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2935273.500000 Penalty: 955.471191
	Iteration 59Q: 3 clusters Score -2935274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2935282.500000 Penalty: 955.471191
	Iteration 60F: 3 clusters Score -2935282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2935282.500000 Penalty: 955.471191
	Iteration 61Q: 3 clusters Score -2935282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2935284.500000 Penalty: 955.471191
	Iteration 62Q: 3 clusters Score -2935284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2935280.250000 Penalty: 955.471191
	Iteration 63Q: 3 clusters Score -2935280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2935282.500000 Penalty: 955.471191
	Iteration 64Q: 3 clusters Score -2935282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2935286.000000 Penalty: 955.471191
	Iteration 65Q: 3 clusters Score -2935286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2935283.500000 Penalty: 955.471191
	Iteration 66Q: 3 clusters Score -2935284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2935280.250000 Penalty: 955.471191
	Iteration 67Q: 3 clusters Score -2935280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2935281.750000 Penalty: 955.471191
	Iteration 68Q: 3 clusters Score -2935282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2935283.250000 Penalty: 955.471191
	Iteration 69Q: 3 clusters Score -2935283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2935283.250000 Penalty: 955.471191
	Iteration 70F: 3 clusters Score -2935283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 1404 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15501 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 13474 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 74 contains 8931 members 
Mstep: Class 75 contains 16196 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20108 members 
Entering Unmasked Estep 
Score: -42174624.000000 Penalty: 46349.105469
Splitting cluster 75 changes total score from -42172780.000000 to -42174624.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 76 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4567.259277 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4567.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4409.136230 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4409.136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4502.292480 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4502.292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4534.180176 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4534.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4534.180176 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -4534.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12376 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1102 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16513 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1290 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 27 contains 6426 members 
Mstep: Class 28 contains 13591 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3089 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8106 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12750 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 38 contains 15852 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18963 members 
Mstep: Class 43 contains 6421 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16828 members 
Mstep: Class 47 contains 1447 members 
Mstep: Class 48 contains 2148 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14601 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2351 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17656 members 
Mstep: Class 61 contains 12008 members 
Mstep: Class 62 contains 14122 members 
Mstep: Class 63 contains 13474 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13255 members 
Mstep: Class 66 contains 4835 members 
Mstep: Class 67 contains 17311 members 
Mstep: Class 68 contains 23441 members 
Mstep: Class 69 contains 20756 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 38680 members 
Mstep: Class 72 contains 23268 members 
Mstep: Class 73 contains 19371 members 
Mstep: Class 75 contains 16196 members 
Mstep: Class 76 contains 90 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175620.000000 Penalty: 46349.105469
Iteration 319Q: 78 clusters Score -4.217562e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3107 members 
Mstep: Class 5 contains 12374 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1143 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48360 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 1254 members 
Mstep: Class 27 contains 6423 members 
Mstep: Class 28 contains 13593 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3090 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 8126 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12802 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15415 members 
Mstep: Class 38 contains 15692 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 19212 members 
Mstep: Class 43 contains 6422 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 16680 members 
Mstep: Class 47 contains 1393 members 
Mstep: Class 48 contains 2139 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1733 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14974 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6367 members 
Mstep: Class 57 contains 2352 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17668 members 
Mstep: Class 61 contains 12129 members 
Mstep: Class 62 contains 14037 members 
Mstep: Class 63 contains 13289 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13659 members 
Mstep: Class 66 contains 4785 members 
Mstep: Class 67 contains 17340 members 
Mstep: Class 68 contains 23698 members 
Mstep: Class 69 contains 20740 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37922 members 
Mstep: Class 72 contains 23278 members 
Mstep: Class 73 contains 18834 members 
Mstep: Class 74 contains 8868 members 
Mstep: Class 75 contains 16939 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176620.000000 Penalty: 46349.105469
Iteration 320F: 78 clusters Score -4.217662e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6579 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 1262 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 1229 members 
Mstep: Class 27 contains 6420 members 
Mstep: Class 28 contains 13584 members 
Mstep: Class 29 contains 1937 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2827 members 
Mstep: Class 32 contains 1088 members 
Mstep: Class 33 contains 8119 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12675 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15443 members 
Mstep: Class 38 contains 15514 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18924 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 17020 members 
Mstep: Class 47 contains 1331 members 
Mstep: Class 48 contains 2111 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1734 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15340 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6356 members 
Mstep: Class 57 contains 2348 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17680 members 
Mstep: Class 61 contains 12251 members 
Mstep: Class 62 contains 13906 members 
Mstep: Class 63 contains 13182 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13645 members 
Mstep: Class 66 contains 4736 members 
Mstep: Class 67 contains 17360 members 
Mstep: Class 68 contains 23797 members 
Mstep: Class 69 contains 20702 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 37066 members 
Mstep: Class 72 contains 23283 members 
Mstep: Class 73 contains 18267 members 
Mstep: Class 74 contains 9114 members 
Mstep: Class 75 contains 17655 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176824.000000 Penalty: 46349.105469
Iteration 321Q: 78 clusters Score -4.217682e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12360 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48271 members 
Mstep: Class 14 contains 16435 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 1261 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6249 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1170 members 
Mstep: Class 26 contains 1197 members 
Mstep: Class 27 contains 6420 members 
Mstep: Class 28 contains 13579 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3087 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1089 members 
Mstep: Class 33 contains 8099 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12541 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15461 members 
Mstep: Class 38 contains 15317 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18556 members 
Mstep: Class 43 contains 6425 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1012 members 
Mstep: Class 46 contains 17341 members 
Mstep: Class 47 contains 1290 members 
Mstep: Class 48 contains 2092 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1740 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15759 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6352 members 
Mstep: Class 57 contains 2342 members 
Mstep: Class 58 contains 535 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17690 members 
Mstep: Class 61 contains 12383 members 
Mstep: Class 62 contains 13858 members 
Mstep: Class 63 contains 13124 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13581 members 
Mstep: Class 66 contains 4681 members 
Mstep: Class 67 contains 17376 members 
Mstep: Class 68 contains 23896 members 
Mstep: Class 69 contains 20703 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 36223 members 
Mstep: Class 72 contains 23289 members 
Mstep: Class 73 contains 17723 members 
Mstep: Class 74 contains 9240 members 
Mstep: Class 75 contains 18516 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176872.000000 Penalty: 46349.105469
Iteration 322Q: 78 clusters Score -4.217687e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 12347 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6559 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48237 members 
Mstep: Class 14 contains 16417 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6253 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 1183 members 
Mstep: Class 27 contains 6420 members 
Mstep: Class 28 contains 13558 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 12415 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15459 members 
Mstep: Class 38 contains 15155 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 18085 members 
Mstep: Class 43 contains 6424 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1011 members 
Mstep: Class 46 contains 17553 members 
Mstep: Class 47 contains 1272 members 
Mstep: Class 48 contains 2080 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1754 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16188 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6348 members 
Mstep: Class 57 contains 2337 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17695 members 
Mstep: Class 61 contains 12553 members 
Mstep: Class 62 contains 13882 members 
Mstep: Class 63 contains 13105 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13423 members 
Mstep: Class 66 contains 4636 members 
Mstep: Class 67 contains 17392 members 
Mstep: Class 68 contains 23983 members 
Mstep: Class 69 contains 20681 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 35542 members 
Mstep: Class 72 contains 23288 members 
Mstep: Class 73 contains 17308 members 
Mstep: Class 74 contains 9351 members 
Mstep: Class 75 contains 19397 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176844.000000 Penalty: 46349.105469
Iteration 323Q: 78 clusters Score -4.217684e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 12345 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3365 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 1302 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48203 members 
Mstep: Class 14 contains 16418 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1265 members 
Mstep: Class 20 contains 17433 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6259 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 1167 members 
Mstep: Class 27 contains 6420 members 
Mstep: Class 28 contains 13546 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 3083 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1089 members 
Mstep: Class 33 contains 8076 members 
Mstep: Class 34 contains 880 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15463 members 
Mstep: Class 38 contains 14992 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 17684 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 17732 members 
Mstep: Class 47 contains 1270 members 
Mstep: Class 48 contains 2076 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1763 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16618 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6349 members 
Mstep: Class 57 contains 2330 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17694 members 
Mstep: Class 61 contains 12732 members 
Mstep: Class 62 contains 13988 members 
Mstep: Class 63 contains 13085 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13276 members 
Mstep: Class 66 contains 4598 members 
Mstep: Class 67 contains 17407 members 
Mstep: Class 68 contains 24071 members 
Mstep: Class 69 contains 20639 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34866 members 
Mstep: Class 72 contains 23283 members 
Mstep: Class 73 contains 16880 members 
Mstep: Class 74 contains 9475 members 
Mstep: Class 75 contains 20257 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177092.000000 Penalty: 46349.105469
Iteration 324Q: 78 clusters Score -4.217709e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 12328 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 1328 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48185 members 
Mstep: Class 14 contains 16406 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1261 members 
Mstep: Class 20 contains 17434 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1146 members 
Mstep: Class 26 contains 1158 members 
Mstep: Class 27 contains 6417 members 
Mstep: Class 28 contains 13539 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 12162 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15458 members 
Mstep: Class 38 contains 14847 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 17324 members 
Mstep: Class 43 contains 6431 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 17787 members 
Mstep: Class 47 contains 1273 members 
Mstep: Class 48 contains 2073 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 401 members 
Mstep: Class 51 contains 1769 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 17108 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6347 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17695 members 
Mstep: Class 61 contains 12933 members 
Mstep: Class 62 contains 14133 members 
Mstep: Class 63 contains 13051 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13143 members 
Mstep: Class 66 contains 4556 members 
Mstep: Class 67 contains 17428 members 
Mstep: Class 68 contains 24154 members 
Mstep: Class 69 contains 20598 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 34205 members 
Mstep: Class 72 contains 23292 members 
Mstep: Class 73 contains 16454 members 
Mstep: Class 74 contains 9601 members 
Mstep: Class 75 contains 21079 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177040.000000 Penalty: 46349.105469
Iteration 325Q: 78 clusters Score -4.217704e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 12317 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 1359 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48164 members 
Mstep: Class 14 contains 16396 members 
Mstep: Class 15 contains 827 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 17435 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6314 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 1151 members 
Mstep: Class 27 contains 6414 members 
Mstep: Class 28 contains 13521 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3082 members 
Mstep: Class 31 contains 2824 members 
Mstep: Class 32 contains 1089 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 12032 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15454 members 
Mstep: Class 38 contains 14765 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 16966 members 
Mstep: Class 43 contains 6435 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1010 members 
Mstep: Class 46 contains 17840 members 
Mstep: Class 47 contains 1274 members 
Mstep: Class 48 contains 2069 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1775 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 17599 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6351 members 
Mstep: Class 57 contains 2321 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17686 members 
Mstep: Class 61 contains 13115 members 
Mstep: Class 62 contains 14249 members 
Mstep: Class 63 contains 13017 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12972 members 
Mstep: Class 66 contains 4519 members 
Mstep: Class 67 contains 17450 members 
Mstep: Class 68 contains 24237 members 
Mstep: Class 69 contains 20568 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 33648 members 
Mstep: Class 72 contains 23302 members 
Mstep: Class 73 contains 16030 members 
Mstep: Class 74 contains 9727 members 
Mstep: Class 75 contains 21789 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177304.000000 Penalty: 46349.105469
Iteration 326Q: 78 clusters Score -4.21773e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 12309 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48157 members 
Mstep: Class 14 contains 16370 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1117 members 
Mstep: Class 26 contains 1147 members 
Mstep: Class 27 contains 6410 members 
Mstep: Class 28 contains 13489 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3081 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1091 members 
Mstep: Class 33 contains 8074 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11896 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15450 members 
Mstep: Class 38 contains 14724 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 16655 members 
Mstep: Class 43 contains 6438 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17817 members 
Mstep: Class 47 contains 1268 members 
Mstep: Class 48 contains 2066 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1783 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18095 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6355 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17689 members 
Mstep: Class 61 contains 13325 members 
Mstep: Class 62 contains 14323 members 
Mstep: Class 63 contains 12991 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12781 members 
Mstep: Class 66 contains 4500 members 
Mstep: Class 67 contains 17473 members 
Mstep: Class 68 contains 24278 members 
Mstep: Class 69 contains 20523 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 33213 members 
Mstep: Class 72 contains 23313 members 
Mstep: Class 73 contains 15630 members 
Mstep: Class 74 contains 9859 members 
Mstep: Class 75 contains 22407 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177292.000000 Penalty: 46349.105469
Iteration 327Q: 78 clusters Score -4.217729e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 12295 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48155 members 
Mstep: Class 14 contains 16331 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 1256 members 
Mstep: Class 20 contains 17404 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6348 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1103 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 6404 members 
Mstep: Class 28 contains 13457 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2825 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 8077 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11722 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15451 members 
Mstep: Class 38 contains 14699 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 16383 members 
Mstep: Class 43 contains 6440 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17768 members 
Mstep: Class 47 contains 1268 members 
Mstep: Class 48 contains 2064 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1785 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18519 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6357 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17695 members 
Mstep: Class 61 contains 13524 members 
Mstep: Class 62 contains 14412 members 
Mstep: Class 63 contains 12988 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12598 members 
Mstep: Class 66 contains 4495 members 
Mstep: Class 67 contains 17491 members 
Mstep: Class 68 contains 24309 members 
Mstep: Class 69 contains 20513 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 32861 members 
Mstep: Class 72 contains 23336 members 
Mstep: Class 73 contains 15307 members 
Mstep: Class 74 contains 9975 members 
Mstep: Class 75 contains 22959 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177368.000000 Penalty: 46349.105469
Iteration 328Q: 78 clusters Score -4.217737e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 12289 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2237 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48153 members 
Mstep: Class 14 contains 16316 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1042 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 17390 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1086 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 6400 members 
Mstep: Class 28 contains 13427 members 
Mstep: Class 29 contains 1939 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2826 members 
Mstep: Class 32 contains 1093 members 
Mstep: Class 33 contains 8085 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11573 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15447 members 
Mstep: Class 38 contains 14605 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 16051 members 
Mstep: Class 43 contains 6442 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17780 members 
Mstep: Class 47 contains 1249 members 
Mstep: Class 48 contains 2059 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1794 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18972 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6358 members 
Mstep: Class 57 contains 2321 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17711 members 
Mstep: Class 61 contains 13694 members 
Mstep: Class 62 contains 14461 members 
Mstep: Class 63 contains 12975 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12391 members 
Mstep: Class 66 contains 4488 members 
Mstep: Class 67 contains 17516 members 
Mstep: Class 68 contains 24315 members 
Mstep: Class 69 contains 20493 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 32583 members 
Mstep: Class 72 contains 23358 members 
Mstep: Class 73 contains 15004 members 
Mstep: Class 74 contains 10097 members 
Mstep: Class 75 contains 23478 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177336.000000 Penalty: 46349.105469
Iteration 329Q: 78 clusters Score -4.217734e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 12279 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48131 members 
Mstep: Class 14 contains 16304 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1257 members 
Mstep: Class 20 contains 17397 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1065 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 13394 members 
Mstep: Class 29 contains 1938 members 
Mstep: Class 30 contains 3080 members 
Mstep: Class 31 contains 2828 members 
Mstep: Class 32 contains 1090 members 
Mstep: Class 33 contains 8091 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11436 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15442 members 
Mstep: Class 38 contains 14502 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 15749 members 
Mstep: Class 43 contains 6445 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17826 members 
Mstep: Class 47 contains 1236 members 
Mstep: Class 48 contains 2053 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1802 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 19456 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6362 members 
Mstep: Class 57 contains 2317 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17738 members 
Mstep: Class 61 contains 13843 members 
Mstep: Class 62 contains 14515 members 
Mstep: Class 63 contains 12971 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12102 members 
Mstep: Class 66 contains 4479 members 
Mstep: Class 67 contains 17549 members 
Mstep: Class 68 contains 24337 members 
Mstep: Class 69 contains 20490 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 32353 members 
Mstep: Class 72 contains 23371 members 
Mstep: Class 73 contains 14724 members 
Mstep: Class 74 contains 10204 members 
Mstep: Class 75 contains 23990 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177416.000000 Penalty: 46349.105469
Iteration 330Q: 78 clusters Score -4.217742e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 12267 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3385 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48116 members 
Mstep: Class 14 contains 16312 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 17407 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1050 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 13345 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2829 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11287 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15438 members 
Mstep: Class 38 contains 14411 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 15401 members 
Mstep: Class 43 contains 6450 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17850 members 
Mstep: Class 47 contains 1225 members 
Mstep: Class 48 contains 2052 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1807 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 19950 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6371 members 
Mstep: Class 57 contains 2313 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17754 members 
Mstep: Class 61 contains 13987 members 
Mstep: Class 62 contains 14571 members 
Mstep: Class 63 contains 12973 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11817 members 
Mstep: Class 66 contains 4474 members 
Mstep: Class 67 contains 17577 members 
Mstep: Class 68 contains 24367 members 
Mstep: Class 69 contains 20485 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 32201 members 
Mstep: Class 72 contains 23378 members 
Mstep: Class 73 contains 14453 members 
Mstep: Class 74 contains 10315 members 
Mstep: Class 75 contains 24430 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177380.000000 Penalty: 46349.105469
Iteration 331Q: 78 clusters Score -4.217738e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 12264 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6534 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48110 members 
Mstep: Class 14 contains 16328 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 1253 members 
Mstep: Class 20 contains 17410 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 6386 members 
Mstep: Class 28 contains 13284 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8103 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 11148 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15427 members 
Mstep: Class 38 contains 14391 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 15060 members 
Mstep: Class 43 contains 6452 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17708 members 
Mstep: Class 47 contains 1222 members 
Mstep: Class 48 contains 2053 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1809 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 20476 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6378 members 
Mstep: Class 57 contains 2313 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17768 members 
Mstep: Class 61 contains 14182 members 
Mstep: Class 62 contains 14623 members 
Mstep: Class 63 contains 12967 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11476 members 
Mstep: Class 66 contains 4463 members 
Mstep: Class 67 contains 17610 members 
Mstep: Class 68 contains 24377 members 
Mstep: Class 69 contains 20485 members 
Mstep: Class 70 contains 346 members 
Mstep: Class 71 contains 32097 members 
Mstep: Class 72 contains 23383 members 
Mstep: Class 73 contains 14275 members 
Mstep: Class 74 contains 10425 members 
Mstep: Class 75 contains 24841 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177456.000000 Penalty: 46349.105469
Iteration 332Q: 78 clusters Score -4.217746e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 12266 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48090 members 
Mstep: Class 14 contains 16341 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1251 members 
Mstep: Class 20 contains 17420 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1016 members 
Mstep: Class 26 contains 1142 members 
Mstep: Class 27 contains 6381 members 
Mstep: Class 28 contains 13214 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2831 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 8112 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10981 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15417 members 
Mstep: Class 38 contains 14395 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 14757 members 
Mstep: Class 43 contains 6457 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17451 members 
Mstep: Class 47 contains 1215 members 
Mstep: Class 48 contains 2053 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1815 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 20932 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6377 members 
Mstep: Class 57 contains 2314 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17795 members 
Mstep: Class 61 contains 14428 members 
Mstep: Class 62 contains 14662 members 
Mstep: Class 63 contains 12994 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11176 members 
Mstep: Class 66 contains 4461 members 
Mstep: Class 67 contains 17643 members 
Mstep: Class 68 contains 24383 members 
Mstep: Class 69 contains 20500 members 
Mstep: Class 70 contains 347 members 
Mstep: Class 71 contains 32030 members 
Mstep: Class 72 contains 23393 members 
Mstep: Class 73 contains 14152 members 
Mstep: Class 74 contains 10512 members 
Mstep: Class 75 contains 25187 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177552.000000 Penalty: 46349.105469
Iteration 333Q: 78 clusters Score -4.217755e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 12265 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48079 members 
Mstep: Class 14 contains 16346 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17429 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6402 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1007 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 13154 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 8119 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10810 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15408 members 
Mstep: Class 38 contains 14457 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 14453 members 
Mstep: Class 43 contains 6464 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 17082 members 
Mstep: Class 47 contains 1194 members 
Mstep: Class 48 contains 2050 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1821 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21341 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6373 members 
Mstep: Class 57 contains 2303 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17797 members 
Mstep: Class 61 contains 14676 members 
Mstep: Class 62 contains 14689 members 
Mstep: Class 63 contains 13020 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10931 members 
Mstep: Class 66 contains 4456 members 
Mstep: Class 67 contains 17671 members 
Mstep: Class 68 contains 24392 members 
Mstep: Class 69 contains 20489 members 
Mstep: Class 70 contains 347 members 
Mstep: Class 71 contains 31991 members 
Mstep: Class 72 contains 23408 members 
Mstep: Class 73 contains 14109 members 
Mstep: Class 74 contains 10616 members 
Mstep: Class 75 contains 25516 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177516.000000 Penalty: 46349.105469
Iteration 334Q: 78 clusters Score -4.217752e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12262 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 1641 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48064 members 
Mstep: Class 14 contains 16350 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17439 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6406 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 1000 members 
Mstep: Class 26 contains 1136 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 13147 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1081 members 
Mstep: Class 33 contains 8124 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10620 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15403 members 
Mstep: Class 38 contains 14519 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 14184 members 
Mstep: Class 43 contains 6476 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16680 members 
Mstep: Class 47 contains 1175 members 
Mstep: Class 48 contains 2050 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1826 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21636 members 
Mstep: Class 55 contains 216 members 
Mstep: Class 56 contains 6371 members 
Mstep: Class 57 contains 2304 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17778 members 
Mstep: Class 61 contains 14899 members 
Mstep: Class 62 contains 14717 members 
Mstep: Class 63 contains 13048 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10773 members 
Mstep: Class 66 contains 4452 members 
Mstep: Class 67 contains 17690 members 
Mstep: Class 68 contains 24406 members 
Mstep: Class 69 contains 20458 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 31959 members 
Mstep: Class 72 contains 23421 members 
Mstep: Class 73 contains 14107 members 
Mstep: Class 74 contains 10742 members 
Mstep: Class 75 contains 25817 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177448.000000 Penalty: 46349.105469
Iteration 335Q: 78 clusters Score -4.217745e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 12258 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3386 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 1683 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48060 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17443 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6407 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 1132 members 
Mstep: Class 27 contains 6379 members 
Mstep: Class 28 contains 13146 members 
Mstep: Class 29 contains 1940 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1082 members 
Mstep: Class 33 contains 8125 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10446 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15399 members 
Mstep: Class 38 contains 14614 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 13930 members 
Mstep: Class 43 contains 6484 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 16270 members 
Mstep: Class 47 contains 1146 members 
Mstep: Class 48 contains 2050 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1831 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21796 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6371 members 
Mstep: Class 57 contains 2305 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17753 members 
Mstep: Class 61 contains 15105 members 
Mstep: Class 62 contains 14749 members 
Mstep: Class 63 contains 13084 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10704 members 
Mstep: Class 66 contains 4444 members 
Mstep: Class 67 contains 17704 members 
Mstep: Class 68 contains 24411 members 
Mstep: Class 69 contains 20409 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 31951 members 
Mstep: Class 72 contains 23423 members 
Mstep: Class 73 contains 14147 members 
Mstep: Class 74 contains 10882 members 
Mstep: Class 75 contains 26099 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177348.000000 Penalty: 46349.105469
Iteration 336Q: 78 clusters Score -4.217735e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 1716 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48053 members 
Mstep: Class 14 contains 16367 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1037 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17442 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 13143 members 
Mstep: Class 29 contains 1941 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8129 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10222 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15395 members 
Mstep: Class 38 contains 14705 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 13668 members 
Mstep: Class 43 contains 6489 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15841 members 
Mstep: Class 47 contains 1122 members 
Mstep: Class 48 contains 2050 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1834 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21918 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6374 members 
Mstep: Class 57 contains 2300 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17736 members 
Mstep: Class 61 contains 15307 members 
Mstep: Class 62 contains 14757 members 
Mstep: Class 63 contains 13145 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10685 members 
Mstep: Class 66 contains 4437 members 
Mstep: Class 67 contains 17720 members 
Mstep: Class 68 contains 24438 members 
Mstep: Class 69 contains 20401 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 31984 members 
Mstep: Class 72 contains 23420 members 
Mstep: Class 73 contains 14196 members 
Mstep: Class 74 contains 11004 members 
Mstep: Class 75 contains 26340 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177252.000000 Penalty: 46349.105469
Iteration 337Q: 78 clusters Score -4.217725e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 12246 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48048 members 
Mstep: Class 14 contains 16396 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17444 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 13140 members 
Mstep: Class 29 contains 1944 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8133 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 10005 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15388 members 
Mstep: Class 38 contains 14846 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 13409 members 
Mstep: Class 43 contains 6495 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15496 members 
Mstep: Class 47 contains 1103 members 
Mstep: Class 48 contains 2048 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1841 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21930 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6372 members 
Mstep: Class 57 contains 2295 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17723 members 
Mstep: Class 61 contains 15472 members 
Mstep: Class 62 contains 14747 members 
Mstep: Class 63 contains 13201 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10655 members 
Mstep: Class 66 contains 4433 members 
Mstep: Class 67 contains 17730 members 
Mstep: Class 68 contains 24438 members 
Mstep: Class 69 contains 20410 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32063 members 
Mstep: Class 72 contains 23425 members 
Mstep: Class 73 contains 14262 members 
Mstep: Class 74 contains 11099 members 
Mstep: Class 75 contains 26539 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177348.000000 Penalty: 46349.105469
Iteration 338Q: 78 clusters Score -4.217735e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 12250 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 16425 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17444 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 6377 members 
Mstep: Class 28 contains 13162 members 
Mstep: Class 29 contains 1947 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8137 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 9773 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15377 members 
Mstep: Class 38 contains 14982 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 13163 members 
Mstep: Class 43 contains 6496 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1009 members 
Mstep: Class 46 contains 15207 members 
Mstep: Class 47 contains 1087 members 
Mstep: Class 48 contains 2047 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1845 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21936 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6372 members 
Mstep: Class 57 contains 2291 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17705 members 
Mstep: Class 61 contains 15589 members 
Mstep: Class 62 contains 14721 members 
Mstep: Class 63 contains 13285 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10621 members 
Mstep: Class 66 contains 4434 members 
Mstep: Class 67 contains 17735 members 
Mstep: Class 68 contains 24441 members 
Mstep: Class 69 contains 20479 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32160 members 
Mstep: Class 72 contains 23425 members 
Mstep: Class 73 contains 14316 members 
Mstep: Class 74 contains 11146 members 
Mstep: Class 75 contains 26722 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177476.000000 Penalty: 46349.105469
Iteration 339Q: 78 clusters Score -4.217748e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 12247 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1039 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17441 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6409 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 1128 members 
Mstep: Class 27 contains 6376 members 
Mstep: Class 28 contains 13179 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 9529 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15371 members 
Mstep: Class 38 contains 15107 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 12938 members 
Mstep: Class 43 contains 6503 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1007 members 
Mstep: Class 46 contains 14926 members 
Mstep: Class 47 contains 1069 members 
Mstep: Class 48 contains 2045 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1849 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21905 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6370 members 
Mstep: Class 57 contains 2285 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17689 members 
Mstep: Class 61 contains 15749 members 
Mstep: Class 62 contains 14685 members 
Mstep: Class 63 contains 13333 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10605 members 
Mstep: Class 66 contains 4429 members 
Mstep: Class 67 contains 17741 members 
Mstep: Class 68 contains 24449 members 
Mstep: Class 69 contains 20576 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32271 members 
Mstep: Class 72 contains 23459 members 
Mstep: Class 73 contains 14359 members 
Mstep: Class 74 contains 11171 members 
Mstep: Class 75 contains 26895 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177376.000000 Penalty: 46349.105469
Iteration 340F: 78 clusters Score -4.217738e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3395 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 16468 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17445 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 1127 members 
Mstep: Class 27 contains 6376 members 
Mstep: Class 28 contains 13210 members 
Mstep: Class 29 contains 1949 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 8136 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 9276 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15365 members 
Mstep: Class 38 contains 15203 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 12687 members 
Mstep: Class 43 contains 6506 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14448 members 
Mstep: Class 47 contains 1041 members 
Mstep: Class 48 contains 2044 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1853 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22097 members 
Mstep: Class 55 contains 217 members 
Mstep: Class 56 contains 6366 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 536 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17673 members 
Mstep: Class 61 contains 15926 members 
Mstep: Class 62 contains 14667 members 
Mstep: Class 63 contains 13407 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10551 members 
Mstep: Class 66 contains 4426 members 
Mstep: Class 67 contains 17740 members 
Mstep: Class 68 contains 24454 members 
Mstep: Class 69 contains 20662 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32407 members 
Mstep: Class 72 contains 23483 members 
Mstep: Class 73 contains 14412 members 
Mstep: Class 74 contains 11193 members 
Mstep: Class 75 contains 27089 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177408.000000 Penalty: 46349.105469
Iteration 341Q: 78 clusters Score -4.217741e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 12256 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 1976 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48001 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17450 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6374 members 
Mstep: Class 28 contains 13244 members 
Mstep: Class 29 contains 1950 members 
Mstep: Class 30 contains 3075 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8127 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 9047 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15359 members 
Mstep: Class 38 contains 15297 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 12421 members 
Mstep: Class 43 contains 6508 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14069 members 
Mstep: Class 47 contains 1029 members 
Mstep: Class 48 contains 2043 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 402 members 
Mstep: Class 51 contains 1854 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22212 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6361 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17664 members 
Mstep: Class 61 contains 16046 members 
Mstep: Class 62 contains 14666 members 
Mstep: Class 63 contains 13483 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10520 members 
Mstep: Class 66 contains 4428 members 
Mstep: Class 67 contains 17742 members 
Mstep: Class 68 contains 24448 members 
Mstep: Class 69 contains 20723 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32544 members 
Mstep: Class 72 contains 23500 members 
Mstep: Class 73 contains 14468 members 
Mstep: Class 74 contains 11210 members 
Mstep: Class 75 contains 27347 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177584.000000 Penalty: 46349.105469
Iteration 342Q: 78 clusters Score -4.217758e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12255 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47995 members 
Mstep: Class 14 contains 16511 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 966 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6372 members 
Mstep: Class 28 contains 13267 members 
Mstep: Class 29 contains 1951 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8120 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 8808 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15356 members 
Mstep: Class 38 contains 15337 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 12149 members 
Mstep: Class 43 contains 6511 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13759 members 
Mstep: Class 47 contains 1014 members 
Mstep: Class 48 contains 2042 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1854 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22316 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6364 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17670 members 
Mstep: Class 61 contains 16112 members 
Mstep: Class 62 contains 14629 members 
Mstep: Class 63 contains 13597 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10546 members 
Mstep: Class 66 contains 4420 members 
Mstep: Class 67 contains 17753 members 
Mstep: Class 68 contains 24451 members 
Mstep: Class 69 contains 20817 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32710 members 
Mstep: Class 72 contains 23511 members 
Mstep: Class 73 contains 14512 members 
Mstep: Class 74 contains 11168 members 
Mstep: Class 75 contains 27588 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177632.000000 Penalty: 46349.105469
Iteration 343Q: 78 clusters Score -4.217763e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12251 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6529 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 2098 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47985 members 
Mstep: Class 14 contains 16526 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 1247 members 
Mstep: Class 20 contains 17449 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6371 members 
Mstep: Class 28 contains 13267 members 
Mstep: Class 29 contains 1953 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8121 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 8594 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15353 members 
Mstep: Class 38 contains 15396 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 11867 members 
Mstep: Class 43 contains 6515 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13503 members 
Mstep: Class 47 contains 1001 members 
Mstep: Class 48 contains 2041 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1852 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22279 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6363 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17683 members 
Mstep: Class 61 contains 16241 members 
Mstep: Class 62 contains 14596 members 
Mstep: Class 63 contains 13734 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10597 members 
Mstep: Class 66 contains 4415 members 
Mstep: Class 67 contains 17765 members 
Mstep: Class 68 contains 24446 members 
Mstep: Class 69 contains 20906 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 32915 members 
Mstep: Class 72 contains 23487 members 
Mstep: Class 73 contains 14557 members 
Mstep: Class 74 contains 11121 members 
Mstep: Class 75 contains 27862 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177604.000000 Penalty: 46349.105469
Iteration 344Q: 78 clusters Score -4.21776e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 12246 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47985 members 
Mstep: Class 14 contains 16539 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6398 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 13264 members 
Mstep: Class 29 contains 1955 members 
Mstep: Class 30 contains 3078 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8118 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 8368 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15351 members 
Mstep: Class 38 contains 15473 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 11549 members 
Mstep: Class 43 contains 6518 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13220 members 
Mstep: Class 47 contains 984 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1855 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22259 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6362 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17697 members 
Mstep: Class 61 contains 16396 members 
Mstep: Class 62 contains 14583 members 
Mstep: Class 63 contains 13842 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10614 members 
Mstep: Class 66 contains 4421 members 
Mstep: Class 67 contains 17779 members 
Mstep: Class 68 contains 24445 members 
Mstep: Class 69 contains 20979 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 33166 members 
Mstep: Class 72 contains 23479 members 
Mstep: Class 73 contains 14594 members 
Mstep: Class 74 contains 11090 members 
Mstep: Class 75 contains 28138 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 21015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177532.000000 Penalty: 46349.105469
Iteration 345Q: 78 clusters Score -4.217753e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12234 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47986 members 
Mstep: Class 14 contains 16558 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 956 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6370 members 
Mstep: Class 28 contains 13254 members 
Mstep: Class 29 contains 1956 members 
Mstep: Class 30 contains 3077 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8120 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 8155 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15349 members 
Mstep: Class 38 contains 15543 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 11171 members 
Mstep: Class 43 contains 6519 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12969 members 
Mstep: Class 47 contains 965 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1857 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22141 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6363 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17720 members 
Mstep: Class 61 contains 16617 members 
Mstep: Class 62 contains 14541 members 
Mstep: Class 63 contains 13926 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10637 members 
Mstep: Class 66 contains 4424 members 
Mstep: Class 67 contains 17801 members 
Mstep: Class 68 contains 24448 members 
Mstep: Class 69 contains 21058 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 33419 members 
Mstep: Class 72 contains 23484 members 
Mstep: Class 73 contains 14627 members 
Mstep: Class 74 contains 11046 members 
Mstep: Class 75 contains 28387 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177400.000000 Penalty: 46349.105469
Iteration 346Q: 78 clusters Score -4.21774e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 12226 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 14 contains 16578 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17448 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6374 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6367 members 
Mstep: Class 28 contains 13230 members 
Mstep: Class 29 contains 1958 members 
Mstep: Class 30 contains 3075 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8119 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7936 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15344 members 
Mstep: Class 38 contains 15613 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 10792 members 
Mstep: Class 43 contains 6523 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12721 members 
Mstep: Class 47 contains 954 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1857 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 22030 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6369 members 
Mstep: Class 57 contains 2274 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17758 members 
Mstep: Class 61 contains 16812 members 
Mstep: Class 62 contains 14475 members 
Mstep: Class 63 contains 14012 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10663 members 
Mstep: Class 66 contains 4419 members 
Mstep: Class 67 contains 17813 members 
Mstep: Class 68 contains 24451 members 
Mstep: Class 69 contains 21161 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 33679 members 
Mstep: Class 72 contains 23483 members 
Mstep: Class 73 contains 14676 members 
Mstep: Class 74 contains 10994 members 
Mstep: Class 75 contains 28633 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177512.000000 Penalty: 46349.105469
Iteration 347Q: 78 clusters Score -4.217751e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 12211 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47981 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6362 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6365 members 
Mstep: Class 28 contains 13212 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8126 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7701 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15336 members 
Mstep: Class 38 contains 15658 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 10416 members 
Mstep: Class 43 contains 6532 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12436 members 
Mstep: Class 47 contains 931 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1859 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21994 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6376 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17781 members 
Mstep: Class 61 contains 17041 members 
Mstep: Class 62 contains 14404 members 
Mstep: Class 63 contains 14119 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10650 members 
Mstep: Class 66 contains 4420 members 
Mstep: Class 67 contains 17832 members 
Mstep: Class 68 contains 24445 members 
Mstep: Class 69 contains 21282 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 33944 members 
Mstep: Class 72 contains 23484 members 
Mstep: Class 73 contains 14707 members 
Mstep: Class 74 contains 10927 members 
Mstep: Class 75 contains 28924 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177320.000000 Penalty: 46349.105469
Iteration 348Q: 78 clusters Score -4.217732e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 12200 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47987 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6347 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 950 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6363 members 
Mstep: Class 28 contains 13181 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8135 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7503 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15328 members 
Mstep: Class 38 contains 15712 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 10054 members 
Mstep: Class 43 contains 6546 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12134 members 
Mstep: Class 47 contains 893 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1858 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21926 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6382 members 
Mstep: Class 57 contains 2270 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17810 members 
Mstep: Class 61 contains 17281 members 
Mstep: Class 62 contains 14268 members 
Mstep: Class 63 contains 14221 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10682 members 
Mstep: Class 66 contains 4418 members 
Mstep: Class 67 contains 17846 members 
Mstep: Class 68 contains 24428 members 
Mstep: Class 69 contains 21414 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 34195 members 
Mstep: Class 72 contains 23460 members 
Mstep: Class 73 contains 14728 members 
Mstep: Class 74 contains 10840 members 
Mstep: Class 75 contains 29222 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177180.000000 Penalty: 46349.105469
Iteration 349Q: 78 clusters Score -4.217718e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2564 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47988 members 
Mstep: Class 14 contains 16553 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17470 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 947 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 13144 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7362 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15323 members 
Mstep: Class 38 contains 15765 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 9680 members 
Mstep: Class 43 contains 6567 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11792 members 
Mstep: Class 47 contains 868 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1857 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21903 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6383 members 
Mstep: Class 57 contains 2270 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17824 members 
Mstep: Class 61 contains 17543 members 
Mstep: Class 62 contains 14138 members 
Mstep: Class 63 contains 14338 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10679 members 
Mstep: Class 66 contains 4416 members 
Mstep: Class 67 contains 17856 members 
Mstep: Class 68 contains 24426 members 
Mstep: Class 69 contains 21537 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 34429 members 
Mstep: Class 72 contains 23402 members 
Mstep: Class 73 contains 14775 members 
Mstep: Class 74 contains 10719 members 
Mstep: Class 75 contains 29593 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176880.000000 Penalty: 46349.105469
Iteration 350Q: 78 clusters Score -4.217688e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 12183 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 2622 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47988 members 
Mstep: Class 14 contains 16518 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17482 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 944 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 13128 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8156 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7240 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15314 members 
Mstep: Class 38 contains 15812 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 9322 members 
Mstep: Class 43 contains 6598 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11461 members 
Mstep: Class 47 contains 837 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1858 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21822 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6386 members 
Mstep: Class 57 contains 2271 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17826 members 
Mstep: Class 61 contains 17793 members 
Mstep: Class 62 contains 13988 members 
Mstep: Class 63 contains 14443 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10714 members 
Mstep: Class 66 contains 4418 members 
Mstep: Class 67 contains 17865 members 
Mstep: Class 68 contains 24429 members 
Mstep: Class 69 contains 21645 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 34682 members 
Mstep: Class 72 contains 23377 members 
Mstep: Class 73 contains 14822 members 
Mstep: Class 74 contains 10590 members 
Mstep: Class 75 contains 29980 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176984.000000 Penalty: 46349.105469
Iteration 351Q: 78 clusters Score -4.217698e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47984 members 
Mstep: Class 14 contains 16449 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17492 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6321 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6362 members 
Mstep: Class 28 contains 13129 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7117 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15305 members 
Mstep: Class 38 contains 15899 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8972 members 
Mstep: Class 43 contains 6634 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11159 members 
Mstep: Class 47 contains 818 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1859 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21653 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6388 members 
Mstep: Class 57 contains 2272 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17810 members 
Mstep: Class 61 contains 18039 members 
Mstep: Class 62 contains 13866 members 
Mstep: Class 63 contains 14557 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10782 members 
Mstep: Class 66 contains 4416 members 
Mstep: Class 67 contains 17868 members 
Mstep: Class 68 contains 24432 members 
Mstep: Class 69 contains 21766 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 34923 members 
Mstep: Class 72 contains 23339 members 
Mstep: Class 73 contains 14860 members 
Mstep: Class 74 contains 10445 members 
Mstep: Class 75 contains 30411 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176880.000000 Penalty: 46349.105469
Iteration 352Q: 78 clusters Score -4.217688e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2744 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47975 members 
Mstep: Class 14 contains 16383 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17492 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6309 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6361 members 
Mstep: Class 28 contains 13139 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8169 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 7003 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15293 members 
Mstep: Class 38 contains 16027 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8674 members 
Mstep: Class 43 contains 6658 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10855 members 
Mstep: Class 47 contains 778 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1862 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 21294 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6388 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17795 members 
Mstep: Class 61 contains 18364 members 
Mstep: Class 62 contains 13741 members 
Mstep: Class 63 contains 14694 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10926 members 
Mstep: Class 66 contains 4412 members 
Mstep: Class 67 contains 17877 members 
Mstep: Class 68 contains 24434 members 
Mstep: Class 69 contains 21870 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 35156 members 
Mstep: Class 72 contains 23295 members 
Mstep: Class 73 contains 14915 members 
Mstep: Class 74 contains 10310 members 
Mstep: Class 75 contains 30824 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176584.000000 Penalty: 46349.105469
Iteration 353Q: 78 clusters Score -4.217658e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2793 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47962 members 
Mstep: Class 14 contains 16321 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17489 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6287 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 929 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6361 members 
Mstep: Class 28 contains 13156 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8191 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15273 members 
Mstep: Class 38 contains 16155 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8349 members 
Mstep: Class 43 contains 6680 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10562 members 
Mstep: Class 47 contains 757 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1866 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 20858 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17790 members 
Mstep: Class 61 contains 18747 members 
Mstep: Class 62 contains 13646 members 
Mstep: Class 63 contains 14784 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11130 members 
Mstep: Class 66 contains 4399 members 
Mstep: Class 67 contains 17884 members 
Mstep: Class 68 contains 24445 members 
Mstep: Class 69 contains 21948 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 35359 members 
Mstep: Class 72 contains 23267 members 
Mstep: Class 73 contains 14907 members 
Mstep: Class 74 contains 10212 members 
Mstep: Class 75 contains 31277 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176564.000000 Penalty: 46349.105469
Iteration 354Q: 78 clusters Score -4.217656e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3408 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47960 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17487 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6360 members 
Mstep: Class 28 contains 13182 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8204 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 6821 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15255 members 
Mstep: Class 38 contains 16312 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 8117 members 
Mstep: Class 43 contains 6710 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10194 members 
Mstep: Class 47 contains 733 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1865 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 20334 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6398 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17769 members 
Mstep: Class 61 contains 19266 members 
Mstep: Class 62 contains 13529 members 
Mstep: Class 63 contains 14874 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11391 members 
Mstep: Class 66 contains 4392 members 
Mstep: Class 67 contains 17892 members 
Mstep: Class 68 contains 24449 members 
Mstep: Class 69 contains 22014 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 35523 members 
Mstep: Class 72 contains 23236 members 
Mstep: Class 73 contains 14845 members 
Mstep: Class 74 contains 10119 members 
Mstep: Class 75 contains 31702 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176520.000000 Penalty: 46349.105469
Iteration 355Q: 78 clusters Score -4.217652e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 12187 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47963 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17493 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6257 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 912 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6356 members 
Mstep: Class 28 contains 13199 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8211 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6734 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15241 members 
Mstep: Class 38 contains 16472 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7908 members 
Mstep: Class 43 contains 6722 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9861 members 
Mstep: Class 47 contains 712 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1867 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 19752 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6399 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 19844 members 
Mstep: Class 62 contains 13380 members 
Mstep: Class 63 contains 14977 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11653 members 
Mstep: Class 66 contains 4388 members 
Mstep: Class 67 contains 17895 members 
Mstep: Class 68 contains 24459 members 
Mstep: Class 69 contains 22071 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 35683 members 
Mstep: Class 72 contains 23205 members 
Mstep: Class 73 contains 14732 members 
Mstep: Class 74 contains 10017 members 
Mstep: Class 75 contains 32170 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 20073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176568.000000 Penalty: 46349.105469
Iteration 356Q: 78 clusters Score -4.217657e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 12185 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3409 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47963 members 
Mstep: Class 14 contains 16189 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17491 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 908 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13225 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8221 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15232 members 
Mstep: Class 38 contains 16645 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7649 members 
Mstep: Class 43 contains 6732 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9544 members 
Mstep: Class 47 contains 684 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1869 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 19278 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6398 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17750 members 
Mstep: Class 61 contains 20345 members 
Mstep: Class 62 contains 13179 members 
Mstep: Class 63 contains 15064 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11888 members 
Mstep: Class 66 contains 4384 members 
Mstep: Class 67 contains 17900 members 
Mstep: Class 68 contains 24468 members 
Mstep: Class 69 contains 22128 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 35862 members 
Mstep: Class 72 contains 23169 members 
Mstep: Class 73 contains 14593 members 
Mstep: Class 74 contains 9904 members 
Mstep: Class 75 contains 32658 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176408.000000 Penalty: 46349.105469
Iteration 357Q: 78 clusters Score -4.217641e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 12185 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 16135 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17500 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6230 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 903 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13266 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8228 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6607 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15223 members 
Mstep: Class 38 contains 16800 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7347 members 
Mstep: Class 43 contains 6739 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9315 members 
Mstep: Class 47 contains 659 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1871 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18801 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6396 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17755 members 
Mstep: Class 61 contains 20825 members 
Mstep: Class 62 contains 13011 members 
Mstep: Class 63 contains 15181 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12119 members 
Mstep: Class 66 contains 4380 members 
Mstep: Class 67 contains 17904 members 
Mstep: Class 68 contains 24483 members 
Mstep: Class 69 contains 22159 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36024 members 
Mstep: Class 72 contains 23145 members 
Mstep: Class 73 contains 14374 members 
Mstep: Class 74 contains 9778 members 
Mstep: Class 75 contains 33136 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176156.000000 Penalty: 46349.105469
Iteration 358Q: 78 clusters Score -4.217616e+07 nChanged 3463
Entering ConstructFrom: 
Score: -42176156.000000 Penalty: 46349.105469
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -13448.138672 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -13448.14 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 208 members 
Entering Unmasked Estep 
Score: -12986.999023 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -12987 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13207.441406 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -13207.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13309.609375 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -13309.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13334.592773 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -13334.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13344.597656 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -13344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13354.063477 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -13354.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13375.182617 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -13375.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13383.354492 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -13383.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13389.798828 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -13389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13394.916992 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -13394.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13402.954102 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -13402.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13405.090820 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -13405.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13406.314453 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -13406.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13407.105469 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -13407.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13407.105469 Penalty: 555.332825
	Iteration 14F: 3 clusters Score -13407.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 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 279 members 
Entering Unmasked Estep 
Score: -28689.644531 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28689.64 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28903.843750 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28903.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28994.634766 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28994.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29034.039062 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -29034.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29053.175781 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -29053.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29055.880859 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29055.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29058.257812 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29058.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29060.078125 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29060.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29060.078125 Penalty: 572.364136
	Iteration 8F: 3 clusters Score -29060.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -6693.900879 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -6693.901 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 170 members 
Entering Unmasked Estep 
Score: -6341.080566 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -6341.081 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6487.264160 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -6487.264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6552.560547 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -6552.561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6630.995605 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -6630.996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6653.481934 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -6653.482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6673.359375 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -6673.359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6686.341797 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -6686.342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6718.104980 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -6718.105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6749.300781 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -6749.301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6755.398926 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -6755.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6755.398926 Penalty: 532.811523
	Iteration 10F: 3 clusters Score -6755.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 165 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8243 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15210 members 
Mstep: Class 38 contains 16954 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7116 members 
Mstep: Class 43 contains 6744 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9150 members 
Mstep: Class 47 contains 621 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18271 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 21308 members 
Mstep: Class 62 contains 12828 members 
Mstep: Class 63 contains 15290 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12356 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17907 members 
Mstep: Class 68 contains 24484 members 
Mstep: Class 69 contains 22196 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36192 members 
Mstep: Class 72 contains 23116 members 
Mstep: Class 73 contains 14165 members 
Mstep: Class 74 contains 9678 members 
Mstep: Class 75 contains 33591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19775 members 
Mstep: Class 78 contains 184 members 
Entering Unmasked Estep 
Score: -42175164.000000 Penalty: 46951.042969
Splitting cluster 3 changes total score from -42176156.000000 to -42175164.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -228592.203125 Penalty: 365.354004
	Iteration 0F: 2 clusters Score -228592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -226460.781250 Penalty: 730.708008
	Iteration 0F: 3 clusters Score -226460.8 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -227137.640625 Penalty: 730.708008
	Iteration 1F: 3 clusters Score -227137.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227193.875000 Penalty: 730.708008
	Iteration 2F: 3 clusters Score -227193.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -227237.125000 Penalty: 730.708008
	Iteration 3Q: 3 clusters Score -227237.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -227279.593750 Penalty: 730.708008
	Iteration 4Q: 3 clusters Score -227279.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -227323.859375 Penalty: 730.708008
	Iteration 5Q: 3 clusters Score -227323.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -227365.687500 Penalty: 730.708008
	Iteration 6Q: 3 clusters Score -227365.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -227417.125000 Penalty: 730.708008
	Iteration 7Q: 3 clusters Score -227417.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227494.078125 Penalty: 730.708008
	Iteration 8Q: 3 clusters Score -227494.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -227568.578125 Penalty: 730.708008
	Iteration 9Q: 3 clusters Score -227568.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -227662.781250 Penalty: 730.708008
	Iteration 10Q: 3 clusters Score -227662.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -227786.968750 Penalty: 730.708008
	Iteration 11F: 3 clusters Score -227787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -227933.515625 Penalty: 730.708008
	Iteration 12F: 3 clusters Score -227933.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -228047.843750 Penalty: 730.708008
	Iteration 13Q: 3 clusters Score -228047.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -228124.781250 Penalty: 730.708008
	Iteration 14Q: 3 clusters Score -228124.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -228159.781250 Penalty: 730.708008
	Iteration 15Q: 3 clusters Score -228159.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -228200.625000 Penalty: 730.708008
	Iteration 16Q: 3 clusters Score -228200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -228225.203125 Penalty: 730.708008
	Iteration 17Q: 3 clusters Score -228225.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -228240.703125 Penalty: 730.708008
	Iteration 18Q: 3 clusters Score -228240.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -228251.109375 Penalty: 730.708008
	Iteration 19Q: 3 clusters Score -228251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -228256.984375 Penalty: 730.708008
	Iteration 20F: 3 clusters Score -228257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -228262.375000 Penalty: 730.708008
	Iteration 21Q: 3 clusters Score -228262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -228264.968750 Penalty: 730.708008
	Iteration 22Q: 3 clusters Score -228265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -228269.109375 Penalty: 730.708008
	Iteration 23Q: 3 clusters Score -228269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -228276.406250 Penalty: 730.708008
	Iteration 24Q: 3 clusters Score -228276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -228277.640625 Penalty: 730.708008
	Iteration 25Q: 3 clusters Score -228277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -228280.890625 Penalty: 730.708008
	Iteration 26Q: 3 clusters Score -228280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -228283.343750 Penalty: 730.708008
	Iteration 27Q: 3 clusters Score -228283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -228290.843750 Penalty: 730.708008
	Iteration 28Q: 3 clusters Score -228290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -228295.515625 Penalty: 730.708008
	Iteration 29Q: 3 clusters Score -228295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -228299.312500 Penalty: 730.708008
	Iteration 30Q: 3 clusters Score -228299.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -228300.156250 Penalty: 730.708008
	Iteration 31Q: 3 clusters Score -228300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -228300.734375 Penalty: 730.708008
	Iteration 32Q: 3 clusters Score -228300.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -228300.734375 Penalty: 730.708008
	Iteration 33F: 3 clusters Score -228300.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Entering Unmasked Estep 
Score: -977174.500000 Penalty: 428.077148
	Iteration 0F: 2 clusters Score -977174.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -969037.937500 Penalty: 856.154297
	Iteration 0F: 3 clusters Score -969037.9 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -972674.312500 Penalty: 856.154297
	Iteration 1F: 3 clusters Score -972674.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -973288.562500 Penalty: 856.154297
	Iteration 2F: 3 clusters Score -973288.6 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -974116.687500 Penalty: 856.154297
	Iteration 3F: 3 clusters Score -974116.7 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -974945.250000 Penalty: 856.154297
	Iteration 4F: 3 clusters Score -974945.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -975567.875000 Penalty: 856.154297
	Iteration 5F: 3 clusters Score -975567.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -975977.312500 Penalty: 856.154297
	Iteration 6Q: 3 clusters Score -975977.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -976222.250000 Penalty: 856.154297
	Iteration 7Q: 3 clusters Score -976222.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -976364.250000 Penalty: 856.154297
	Iteration 8Q: 3 clusters Score -976364.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -976473.437500 Penalty: 856.154297
	Iteration 9Q: 3 clusters Score -976473.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -976572.062500 Penalty: 856.154297
	Iteration 10Q: 3 clusters Score -976572.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -976646.437500 Penalty: 856.154297
	Iteration 11Q: 3 clusters Score -976646.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -976685.812500 Penalty: 856.154297
	Iteration 12Q: 3 clusters Score -976685.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -976714.812500 Penalty: 856.154297
	Iteration 13Q: 3 clusters Score -976714.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -976747.125000 Penalty: 856.154297
	Iteration 14Q: 3 clusters Score -976747.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -976774.437500 Penalty: 856.154297
	Iteration 15Q: 3 clusters Score -976774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -976792.437500 Penalty: 856.154297
	Iteration 16Q: 3 clusters Score -976792.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -976806.125000 Penalty: 856.154297
	Iteration 17Q: 3 clusters Score -976806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -976809.937500 Penalty: 856.154297
	Iteration 18Q: 3 clusters Score -976809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -976816.187500 Penalty: 856.154297
	Iteration 19Q: 3 clusters Score -976816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -976817.312500 Penalty: 856.154297
	Iteration 20F: 3 clusters Score -976817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -976819.562500 Penalty: 856.154297
	Iteration 21Q: 3 clusters Score -976819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -976823.187500 Penalty: 856.154297
	Iteration 22Q: 3 clusters Score -976823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -976828.812500 Penalty: 856.154297
	Iteration 23Q: 3 clusters Score -976828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -976833.562500 Penalty: 856.154297
	Iteration 24Q: 3 clusters Score -976833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -976834.437500 Penalty: 856.154297
	Iteration 25Q: 3 clusters Score -976834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -976834.187500 Penalty: 856.154297
	Iteration 26Q: 3 clusters Score -976834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -976834.625000 Penalty: 856.154297
	Iteration 27Q: 3 clusters Score -976834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -976834.625000 Penalty: 856.154297
	Iteration 28F: 3 clusters Score -976834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13154.185547 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13154.19 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 157 members 
Entering Unmasked Estep 
Score: -12796.803711 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12796.8 nChanged 118
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: -12976.291016 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12976.29 nChanged 43
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: -13046.572266 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13046.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13059.270508 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -13059.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13063.256836 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13063.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13064.620117 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13064.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13068.749023 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13068.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13069.040039 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13069.04 nChanged 1
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: -13069.526367 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13069.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13072.074219 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13072.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13072.074219 Penalty: 522.904541
	Iteration 10F: 3 clusters Score -13072.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -508478.343750 Penalty: 399.581726
	Iteration 0F: 2 clusters Score -508478.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -504052.968750 Penalty: 799.163452
	Iteration 0F: 3 clusters Score -504053 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -505779.125000 Penalty: 799.163452
	Iteration 1F: 3 clusters Score -505779.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -505981.875000 Penalty: 799.163452
	Iteration 2F: 3 clusters Score -505981.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -506247.781250 Penalty: 799.163452
	Iteration 3F: 3 clusters Score -506247.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -506601.937500 Penalty: 799.163452
	Iteration 4F: 3 clusters Score -506601.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -506990.875000 Penalty: 799.163452
	Iteration 5F: 3 clusters Score -506990.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -507385.062500 Penalty: 799.163452
	Iteration 6F: 3 clusters Score -507385.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -507681.187500 Penalty: 799.163452
	Iteration 7Q: 3 clusters Score -507681.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -507869.468750 Penalty: 799.163452
	Iteration 8Q: 3 clusters Score -507869.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -507972.125000 Penalty: 799.163452
	Iteration 9Q: 3 clusters Score -507972.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -508034.281250 Penalty: 799.163452
	Iteration 10Q: 3 clusters Score -508034.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -508064.468750 Penalty: 799.163452
	Iteration 11Q: 3 clusters Score -508064.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -508081.281250 Penalty: 799.163452
	Iteration 12Q: 3 clusters Score -508081.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -508095.187500 Penalty: 799.163452
	Iteration 13Q: 3 clusters Score -508095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -508106.750000 Penalty: 799.163452
	Iteration 14Q: 3 clusters Score -508106.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -508116.468750 Penalty: 799.163452
	Iteration 15Q: 3 clusters Score -508116.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -508121.375000 Penalty: 799.163452
	Iteration 16Q: 3 clusters Score -508121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -508126.000000 Penalty: 799.163452
	Iteration 17Q: 3 clusters Score -508126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -508127.687500 Penalty: 799.163452
	Iteration 18Q: 3 clusters Score -508127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -508129.625000 Penalty: 799.163452
	Iteration 19Q: 3 clusters Score -508129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -508130.531250 Penalty: 799.163452
	Iteration 20F: 3 clusters Score -508130.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -508132.343750 Penalty: 799.163452
	Iteration 21Q: 3 clusters Score -508132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -508134.531250 Penalty: 799.163452
	Iteration 22Q: 3 clusters Score -508134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -508137.031250 Penalty: 799.163452
	Iteration 23Q: 3 clusters Score -508137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -508137.093750 Penalty: 799.163452
	Iteration 24Q: 3 clusters Score -508137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -508139.562500 Penalty: 799.163452
	Iteration 25Q: 3 clusters Score -508139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -508140.781250 Penalty: 799.163452
	Iteration 26Q: 3 clusters Score -508140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -508141.687500 Penalty: 799.163452
	Iteration 27Q: 3 clusters Score -508141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -508141.375000 Penalty: 799.163452
	Iteration 28Q: 3 clusters Score -508141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -508141.375000 Penalty: 799.163452
	Iteration 29F: 3 clusters Score -508141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -24761.183594 Penalty: 271.692413
	Iteration 0F: 2 clusters Score -24761.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24336.623047 Penalty: 543.384827
	Iteration 0F: 3 clusters Score -24336.62 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24456.261719 Penalty: 543.384827
	Iteration 1F: 3 clusters Score -24456.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24506.642578 Penalty: 543.384827
	Iteration 2F: 3 clusters Score -24506.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24547.916016 Penalty: 543.384827
	Iteration 3F: 3 clusters Score -24547.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24575.845703 Penalty: 543.384827
	Iteration 4F: 3 clusters Score -24575.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24586.781250 Penalty: 543.384827
	Iteration 5Q: 3 clusters Score -24586.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24596.677734 Penalty: 543.384827
	Iteration 6Q: 3 clusters Score -24596.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24601.107422 Penalty: 543.384827
	Iteration 7Q: 3 clusters Score -24601.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24603.523438 Penalty: 543.384827
	Iteration 8Q: 3 clusters Score -24603.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24612.296875 Penalty: 543.384827
	Iteration 9Q: 3 clusters Score -24612.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24615.177734 Penalty: 543.384827
	Iteration 10Q: 3 clusters Score -24615.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24618.015625 Penalty: 543.384827
	Iteration 11Q: 3 clusters Score -24618.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24621.619141 Penalty: 543.384827
	Iteration 12Q: 3 clusters Score -24621.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24624.447266 Penalty: 543.384827
	Iteration 13Q: 3 clusters Score -24624.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24626.357422 Penalty: 543.384827
	Iteration 14Q: 3 clusters Score -24626.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24626.357422 Penalty: 543.384827
	Iteration 15F: 3 clusters Score -24626.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Entering Unmasked Estep 
Score: -253921.812500 Penalty: 370.184937
	Iteration 0F: 2 clusters Score -253921.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -251573.734375 Penalty: 740.369873
	Iteration 0F: 3 clusters Score -251573.7 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -252371.093750 Penalty: 740.369873
	Iteration 1F: 3 clusters Score -252371.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -252513.312500 Penalty: 740.369873
	Iteration 2F: 3 clusters Score -252513.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -252652.921875 Penalty: 740.369873
	Iteration 3F: 3 clusters Score -252652.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -252792.375000 Penalty: 740.369873
	Iteration 4F: 3 clusters Score -252792.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -252919.750000 Penalty: 740.369873
	Iteration 5F: 3 clusters Score -252919.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -253065.437500 Penalty: 740.369873
	Iteration 6F: 3 clusters Score -253065.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -253218.265625 Penalty: 740.369873
	Iteration 7Q: 3 clusters Score -253218.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -253322.062500 Penalty: 740.369873
	Iteration 8Q: 3 clusters Score -253322.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -253381.140625 Penalty: 740.369873
	Iteration 9Q: 3 clusters Score -253381.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -253439.593750 Penalty: 740.369873
	Iteration 10Q: 3 clusters Score -253439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -253487.250000 Penalty: 740.369873
	Iteration 11Q: 3 clusters Score -253487.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -253534.500000 Penalty: 740.369873
	Iteration 12Q: 3 clusters Score -253534.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -253574.796875 Penalty: 740.369873
	Iteration 13Q: 3 clusters Score -253574.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -253600.640625 Penalty: 740.369873
	Iteration 14Q: 3 clusters Score -253600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -253610.734375 Penalty: 740.369873
	Iteration 15Q: 3 clusters Score -253610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -253619.828125 Penalty: 740.369873
	Iteration 16Q: 3 clusters Score -253619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -253629.750000 Penalty: 740.369873
	Iteration 17Q: 3 clusters Score -253629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -253633.593750 Penalty: 740.369873
	Iteration 18Q: 3 clusters Score -253633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -253634.468750 Penalty: 740.369873
	Iteration 19Q: 3 clusters Score -253634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -253634.468750 Penalty: 740.369873
	Iteration 20F: 3 clusters Score -253634.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -164277.453125 Penalty: 351.240601
	Iteration 0F: 2 clusters Score -164277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -162677.734375 Penalty: 702.481201
	Iteration 0F: 3 clusters Score -162677.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163267.687500 Penalty: 702.481201
	Iteration 1F: 3 clusters Score -163267.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -163348.859375 Penalty: 702.481201
	Iteration 2F: 3 clusters Score -163348.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -163409.953125 Penalty: 702.481201
	Iteration 3F: 3 clusters Score -163410 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163472.406250 Penalty: 702.481201
	Iteration 4Q: 3 clusters Score -163472.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163547.484375 Penalty: 702.481201
	Iteration 5F: 3 clusters Score -163547.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -163629.640625 Penalty: 702.481201
	Iteration 6F: 3 clusters Score -163629.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163697.265625 Penalty: 702.481201
	Iteration 7Q: 3 clusters Score -163697.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -163743.390625 Penalty: 702.481201
	Iteration 8Q: 3 clusters Score -163743.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -163789.906250 Penalty: 702.481201
	Iteration 9Q: 3 clusters Score -163789.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -163814.343750 Penalty: 702.481201
	Iteration 10Q: 3 clusters Score -163814.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -163829.562500 Penalty: 702.481201
	Iteration 11Q: 3 clusters Score -163829.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -163842.984375 Penalty: 702.481201
	Iteration 12Q: 3 clusters Score -163843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -163854.484375 Penalty: 702.481201
	Iteration 13Q: 3 clusters Score -163854.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -163871.796875 Penalty: 702.481201
	Iteration 14Q: 3 clusters Score -163871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -163883.171875 Penalty: 702.481201
	Iteration 15Q: 3 clusters Score -163883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -163889.390625 Penalty: 702.481201
	Iteration 16Q: 3 clusters Score -163889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -163892.484375 Penalty: 702.481201
	Iteration 17Q: 3 clusters Score -163892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -163894.906250 Penalty: 702.481201
	Iteration 18Q: 3 clusters Score -163894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -163896.906250 Penalty: 702.481201
	Iteration 19Q: 3 clusters Score -163896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -163900.812500 Penalty: 702.481201
	Iteration 20F: 3 clusters Score -163900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -163903.031250 Penalty: 702.481201
	Iteration 21Q: 3 clusters Score -163903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -163906.125000 Penalty: 702.481201
	Iteration 22Q: 3 clusters Score -163906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -163908.656250 Penalty: 702.481201
	Iteration 23Q: 3 clusters Score -163908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -163911.078125 Penalty: 702.481201
	Iteration 24Q: 3 clusters Score -163911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -163913.953125 Penalty: 702.481201
	Iteration 25Q: 3 clusters Score -163914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -163916.421875 Penalty: 702.481201
	Iteration 26Q: 3 clusters Score -163916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -163920.343750 Penalty: 702.481201
	Iteration 27Q: 3 clusters Score -163920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -163922.187500 Penalty: 702.481201
	Iteration 28Q: 3 clusters Score -163922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -163924.859375 Penalty: 702.481201
	Iteration 29Q: 3 clusters Score -163924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -163928.031250 Penalty: 702.481201
	Iteration 30Q: 3 clusters Score -163928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -163932.562500 Penalty: 702.481201
	Iteration 31Q: 3 clusters Score -163932.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -163938.796875 Penalty: 702.481201
	Iteration 32Q: 3 clusters Score -163938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -163942.828125 Penalty: 702.481201
	Iteration 33Q: 3 clusters Score -163942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -163946.609375 Penalty: 702.481201
	Iteration 34Q: 3 clusters Score -163946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -163949.812500 Penalty: 702.481201
	Iteration 35Q: 3 clusters Score -163949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -163951.359375 Penalty: 702.481201
	Iteration 36Q: 3 clusters Score -163951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -163953.000000 Penalty: 702.481201
	Iteration 37Q: 3 clusters Score -163953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -163953.828125 Penalty: 702.481201
	Iteration 38Q: 3 clusters Score -163953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -163954.468750 Penalty: 702.481201
	Iteration 39Q: 3 clusters Score -163954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -163954.468750 Penalty: 702.481201
	Iteration 40F: 3 clusters Score -163954.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -246990.609375 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -246990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -244865.812500 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -244865.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -245592.171875 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -245592.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245704.687500 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -245704.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -245868.140625 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -245868.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -246033.687500 Penalty: 730.023926
	Iteration 4F: 3 clusters Score -246033.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -246198.671875 Penalty: 730.023926
	Iteration 5F: 3 clusters Score -246198.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -246361.265625 Penalty: 730.023926
	Iteration 6F: 3 clusters Score -246361.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -246502.875000 Penalty: 730.023926
	Iteration 7F: 3 clusters Score -246502.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -246594.593750 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -246594.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -246651.093750 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -246651.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -246690.093750 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -246690.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -246720.593750 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -246720.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -246740.593750 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -246740.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -246746.625000 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -246746.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -246754.015625 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -246754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -246757.828125 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -246757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -246760.281250 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -246760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -246760.640625 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -246760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -246761.156250 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -246761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -246761.781250 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -246761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -246761.625000 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -246761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -246761.968750 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -246762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -246761.968750 Penalty: 730.023926
	Iteration 22F: 3 clusters Score -246762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 120 members 
Entering Unmasked Estep 
Score: -16241.770508 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16241.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16341.809570 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16341.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16365.272461 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16365.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16372.172852 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16372.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16374.890625 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16374.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16377.310547 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16377.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16378.405273 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16378.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16378.741211 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16378.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16378.741211 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -16378.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Entering Unmasked Estep 
Score: -3659758.250000 Penalty: 490.394135
	Iteration 0F: 2 clusters Score -3659758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3629206.500000 Penalty: 980.788269
	Iteration 0F: 3 clusters Score -3629206 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3643128.500000 Penalty: 980.788269
	Iteration 1F: 3 clusters Score -3643128 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3643800.250000 Penalty: 980.788269
	Iteration 2Q: 3 clusters Score -3643800 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3644547.750000 Penalty: 980.788269
	Iteration 3Q: 3 clusters Score -3644548 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3645551.250000 Penalty: 980.788269
	Iteration 4Q: 3 clusters Score -3645551 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3646928.000000 Penalty: 980.788269
	Iteration 5F: 3 clusters Score -3646928 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3648785.250000 Penalty: 980.788269
	Iteration 6F: 3 clusters Score -3648785 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3650772.250000 Penalty: 980.788269
	Iteration 7F: 3 clusters Score -3650772 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -3652183.250000 Penalty: 980.788269
	Iteration 8F: 3 clusters Score -3652183 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3652704.750000 Penalty: 980.788269
	Iteration 9Q: 3 clusters Score -3652705 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3652867.000000 Penalty: 980.788269
	Iteration 10Q: 3 clusters Score -3652867 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3652909.000000 Penalty: 980.788269
	Iteration 11Q: 3 clusters Score -3652909 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3652933.000000 Penalty: 980.788269
	Iteration 12Q: 3 clusters Score -3652933 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3652942.500000 Penalty: 980.788269
	Iteration 13Q: 3 clusters Score -3652942 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3652971.500000 Penalty: 980.788269
	Iteration 14Q: 3 clusters Score -3652972 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3653025.750000 Penalty: 980.788269
	Iteration 15Q: 3 clusters Score -3653026 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3653035.500000 Penalty: 980.788269
	Iteration 16Q: 3 clusters Score -3653036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3653026.500000 Penalty: 980.788269
	Iteration 17Q: 3 clusters Score -3653026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3653062.500000 Penalty: 980.788269
	Iteration 18Q: 3 clusters Score -3653062 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3653054.500000 Penalty: 980.788269
	Iteration 19Q: 3 clusters Score -3653054 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3653057.750000 Penalty: 980.788269
	Iteration 20F: 3 clusters Score -3653058 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3653099.750000 Penalty: 980.788269
	Iteration 21Q: 3 clusters Score -3653100 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3653097.250000 Penalty: 980.788269
	Iteration 22Q: 3 clusters Score -3653097 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3653139.500000 Penalty: 980.788269
	Iteration 23Q: 3 clusters Score -3653140 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3653172.500000 Penalty: 980.788269
	Iteration 24Q: 3 clusters Score -3653172 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3653224.000000 Penalty: 980.788269
	Iteration 25Q: 3 clusters Score -3653224 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3653299.000000 Penalty: 980.788269
	Iteration 26Q: 3 clusters Score -3653299 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3653349.750000 Penalty: 980.788269
	Iteration 27Q: 3 clusters Score -3653350 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3653454.500000 Penalty: 980.788269
	Iteration 28Q: 3 clusters Score -3653454 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -3653580.000000 Penalty: 980.788269
	Iteration 29Q: 3 clusters Score -3653580 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3653747.250000 Penalty: 980.788269
	Iteration 30Q: 3 clusters Score -3653747 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3653902.000000 Penalty: 980.788269
	Iteration 31Q: 3 clusters Score -3653902 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3654030.500000 Penalty: 980.788269
	Iteration 32Q: 3 clusters Score -3654030 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3654226.250000 Penalty: 980.788269
	Iteration 33Q: 3 clusters Score -3654226 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3654408.000000 Penalty: 980.788269
	Iteration 34Q: 3 clusters Score -3654408 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3654558.500000 Penalty: 980.788269
	Iteration 35Q: 3 clusters Score -3654558 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3654704.750000 Penalty: 980.788269
	Iteration 36Q: 3 clusters Score -3654705 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3654808.500000 Penalty: 980.788269
	Iteration 37Q: 3 clusters Score -3654808 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3654944.000000 Penalty: 980.788269
	Iteration 38Q: 3 clusters Score -3654944 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3655082.750000 Penalty: 980.788269
	Iteration 39Q: 3 clusters Score -3655083 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3655422.500000 Penalty: 980.788269
	Iteration 40F: 3 clusters Score -3655422 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3655641.250000 Penalty: 980.788269
	Iteration 41Q: 3 clusters Score -3655641 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3655868.750000 Penalty: 980.788269
	Iteration 42Q: 3 clusters Score -3655869 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3656086.500000 Penalty: 980.788269
	Iteration 43Q: 3 clusters Score -3656086 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3656312.750000 Penalty: 980.788269
	Iteration 44Q: 3 clusters Score -3656313 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3656573.750000 Penalty: 980.788269
	Iteration 45Q: 3 clusters Score -3656574 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3656811.250000 Penalty: 980.788269
	Iteration 46Q: 3 clusters Score -3656811 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3657022.000000 Penalty: 980.788269
	Iteration 47Q: 3 clusters Score -3657022 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3657223.750000 Penalty: 980.788269
	Iteration 48Q: 3 clusters Score -3657224 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3657506.750000 Penalty: 980.788269
	Iteration 49Q: 3 clusters Score -3657507 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3657718.750000 Penalty: 980.788269
	Iteration 50Q: 3 clusters Score -3657719 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3657937.000000 Penalty: 980.788269
	Iteration 51Q: 3 clusters Score -3657937 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3658048.500000 Penalty: 980.788269
	Iteration 52Q: 3 clusters Score -3658048 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3658197.250000 Penalty: 980.788269
	Iteration 53Q: 3 clusters Score -3658197 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3658313.000000 Penalty: 980.788269
	Iteration 54Q: 3 clusters Score -3658313 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3658431.500000 Penalty: 980.788269
	Iteration 55Q: 3 clusters Score -3658432 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3658599.750000 Penalty: 980.788269
	Iteration 56Q: 3 clusters Score -3658600 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3658699.250000 Penalty: 980.788269
	Iteration 57Q: 3 clusters Score -3658699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3658809.000000 Penalty: 980.788269
	Iteration 58Q: 3 clusters Score -3658809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3658891.750000 Penalty: 980.788269
	Iteration 59Q: 3 clusters Score -3658892 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3658985.500000 Penalty: 980.788269
	Iteration 60F: 3 clusters Score -3658986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3659056.500000 Penalty: 980.788269
	Iteration 61Q: 3 clusters Score -3659056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3659128.000000 Penalty: 980.788269
	Iteration 62Q: 3 clusters Score -3659128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3659170.000000 Penalty: 980.788269
	Iteration 63Q: 3 clusters Score -3659170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3659191.250000 Penalty: 980.788269
	Iteration 64Q: 3 clusters Score -3659191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3659215.750000 Penalty: 980.788269
	Iteration 65Q: 3 clusters Score -3659216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3659223.000000 Penalty: 980.788269
	Iteration 66Q: 3 clusters Score -3659223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3659233.750000 Penalty: 980.788269
	Iteration 67Q: 3 clusters Score -3659234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3659255.000000 Penalty: 980.788269
	Iteration 68Q: 3 clusters Score -3659255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3659260.500000 Penalty: 980.788269
	Iteration 69Q: 3 clusters Score -3659260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3659267.250000 Penalty: 980.788269
	Iteration 70Q: 3 clusters Score -3659267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3659277.750000 Penalty: 980.788269
	Iteration 71Q: 3 clusters Score -3659278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3659282.750000 Penalty: 980.788269
	Iteration 72Q: 3 clusters Score -3659283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3659298.750000 Penalty: 980.788269
	Iteration 73Q: 3 clusters Score -3659299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3659319.750000 Penalty: 980.788269
	Iteration 74Q: 3 clusters Score -3659320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3659308.750000 Penalty: 980.788269
	Iteration 75Q: 3 clusters Score -3659309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3659324.000000 Penalty: 980.788269
	Iteration 76Q: 3 clusters Score -3659324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3659331.750000 Penalty: 980.788269
	Iteration 77Q: 3 clusters Score -3659332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3659339.750000 Penalty: 980.788269
	Iteration 78Q: 3 clusters Score -3659340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3659364.000000 Penalty: 980.788269
	Iteration 79Q: 3 clusters Score -3659364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3659366.250000 Penalty: 980.788269
	Iteration 80F: 3 clusters Score -3659366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3659375.500000 Penalty: 980.788269
	Iteration 81Q: 3 clusters Score -3659376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3659375.500000 Penalty: 980.788269
	Iteration 82Q: 3 clusters Score -3659376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3659376.750000 Penalty: 980.788269
	Iteration 83Q: 3 clusters Score -3659377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3659380.000000 Penalty: 980.788269
	Iteration 84Q: 3 clusters Score -3659380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3659383.250000 Penalty: 980.788269
	Iteration 85Q: 3 clusters Score -3659383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3659388.500000 Penalty: 980.788269
	Iteration 86Q: 3 clusters Score -3659388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3659392.000000 Penalty: 980.788269
	Iteration 87Q: 3 clusters Score -3659392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3659392.250000 Penalty: 980.788269
	Iteration 88Q: 3 clusters Score -3659392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3659393.750000 Penalty: 980.788269
	Iteration 89Q: 3 clusters Score -3659394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3659396.750000 Penalty: 980.788269
	Iteration 90Q: 3 clusters Score -3659397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3659395.250000 Penalty: 980.788269
	Iteration 91Q: 3 clusters Score -3659395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3659395.250000 Penalty: 980.788269
	Iteration 92F: 3 clusters Score -3659395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Entering Unmasked Estep 
Score: -1301088.500000 Penalty: 440.688263
	Iteration 0F: 2 clusters Score -1301088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1290440.000000 Penalty: 881.376526
	Iteration 0F: 3 clusters Score -1290440 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1294707.000000 Penalty: 881.376526
	Iteration 1F: 3 clusters Score -1294707 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1294846.000000 Penalty: 881.376526
	Iteration 2Q: 3 clusters Score -1294846 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1295041.625000 Penalty: 881.376526
	Iteration 3Q: 3 clusters Score -1295042 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1295343.125000 Penalty: 881.376526
	Iteration 4Q: 3 clusters Score -1295343 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1295848.125000 Penalty: 881.376526
	Iteration 5F: 3 clusters Score -1295848 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1296654.875000 Penalty: 881.376526
	Iteration 6F: 3 clusters Score -1296655 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1297644.375000 Penalty: 881.376526
	Iteration 7F: 3 clusters Score -1297644 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1298466.125000 Penalty: 881.376526
	Iteration 8F: 3 clusters Score -1298466 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1299038.375000 Penalty: 881.376526
	Iteration 9Q: 3 clusters Score -1299038 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1299437.375000 Penalty: 881.376526
	Iteration 10Q: 3 clusters Score -1299437 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1299733.250000 Penalty: 881.376526
	Iteration 11Q: 3 clusters Score -1299733 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1299946.000000 Penalty: 881.376526
	Iteration 12Q: 3 clusters Score -1299946 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1300132.875000 Penalty: 881.376526
	Iteration 13Q: 3 clusters Score -1300133 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1300318.250000 Penalty: 881.376526
	Iteration 14Q: 3 clusters Score -1300318 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1300437.000000 Penalty: 881.376526
	Iteration 15Q: 3 clusters Score -1300437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1300532.875000 Penalty: 881.376526
	Iteration 16Q: 3 clusters Score -1300533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1300595.375000 Penalty: 881.376526
	Iteration 17Q: 3 clusters Score -1300595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1300636.375000 Penalty: 881.376526
	Iteration 18Q: 3 clusters Score -1300636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1300653.000000 Penalty: 881.376526
	Iteration 19Q: 3 clusters Score -1300653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1300664.250000 Penalty: 881.376526
	Iteration 20F: 3 clusters Score -1300664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1300669.000000 Penalty: 881.376526
	Iteration 21Q: 3 clusters Score -1300669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1300679.250000 Penalty: 881.376526
	Iteration 22Q: 3 clusters Score -1300679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1300688.250000 Penalty: 881.376526
	Iteration 23Q: 3 clusters Score -1300688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1300689.000000 Penalty: 881.376526
	Iteration 24Q: 3 clusters Score -1300689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1300691.125000 Penalty: 881.376526
	Iteration 25Q: 3 clusters Score -1300691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1300692.375000 Penalty: 881.376526
	Iteration 26Q: 3 clusters Score -1300692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1300695.250000 Penalty: 881.376526
	Iteration 27Q: 3 clusters Score -1300695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1300695.625000 Penalty: 881.376526
	Iteration 28Q: 3 clusters Score -1300696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1300700.125000 Penalty: 881.376526
	Iteration 29Q: 3 clusters Score -1300700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1300700.500000 Penalty: 881.376526
	Iteration 30Q: 3 clusters Score -1300700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1300702.375000 Penalty: 881.376526
	Iteration 31Q: 3 clusters Score -1300702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1300702.625000 Penalty: 881.376526
	Iteration 32Q: 3 clusters Score -1300703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1300702.625000 Penalty: 881.376526
	Iteration 33F: 3 clusters Score -1300703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -59077.945312 Penalty: 305.384186
	Iteration 0F: 2 clusters Score -59077.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -58391.035156 Penalty: 610.768372
	Iteration 0F: 3 clusters Score -58391.04 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58626.207031 Penalty: 610.768372
	Iteration 1F: 3 clusters Score -58626.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -58693.082031 Penalty: 610.768372
	Iteration 2F: 3 clusters Score -58693.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58737.148438 Penalty: 610.768372
	Iteration 3F: 3 clusters Score -58737.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -58763.101562 Penalty: 610.768372
	Iteration 4Q: 3 clusters Score -58763.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -58788.746094 Penalty: 610.768372
	Iteration 5Q: 3 clusters Score -58788.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -58805.058594 Penalty: 610.768372
	Iteration 6Q: 3 clusters Score -58805.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -58822.289062 Penalty: 610.768372
	Iteration 7Q: 3 clusters Score -58822.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -58841.816406 Penalty: 610.768372
	Iteration 8Q: 3 clusters Score -58841.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -58851.003906 Penalty: 610.768372
	Iteration 9Q: 3 clusters Score -58851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -58857.843750 Penalty: 610.768372
	Iteration 10Q: 3 clusters Score -58857.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -58864.488281 Penalty: 610.768372
	Iteration 11Q: 3 clusters Score -58864.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -58875.089844 Penalty: 610.768372
	Iteration 12Q: 3 clusters Score -58875.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -58888.589844 Penalty: 610.768372
	Iteration 13Q: 3 clusters Score -58888.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -58895.472656 Penalty: 610.768372
	Iteration 14Q: 3 clusters Score -58895.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -58905.906250 Penalty: 610.768372
	Iteration 15Q: 3 clusters Score -58905.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -58910.742188 Penalty: 610.768372
	Iteration 16Q: 3 clusters Score -58910.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -58922.839844 Penalty: 610.768372
	Iteration 17Q: 3 clusters Score -58922.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -58931.250000 Penalty: 610.768372
	Iteration 18Q: 3 clusters Score -58931.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -58944.867188 Penalty: 610.768372
	Iteration 19Q: 3 clusters Score -58944.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -58949.925781 Penalty: 610.768372
	Iteration 20F: 3 clusters Score -58949.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -58961.031250 Penalty: 610.768372
	Iteration 21Q: 3 clusters Score -58961.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -58970.222656 Penalty: 610.768372
	Iteration 22Q: 3 clusters Score -58970.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58970.492188 Penalty: 610.768372
	Iteration 23Q: 3 clusters Score -58970.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58970.492188 Penalty: 610.768372
	Iteration 24F: 3 clusters Score -58970.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18280.341797 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18280.34 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 276 members 
Entering Unmasked Estep 
Score: -17789.806641 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17789.81 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18032.900391 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -18032.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -18106.048828 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18106.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -18142.791016 Penalty: 572.195129
	Iteration 3Q: 3 clusters Score -18142.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18159.894531 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18159.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18168.800781 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -18177.093750 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18177.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18183.199219 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18189.339844 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18189.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18189.339844 Penalty: 572.195129
	Iteration 9F: 3 clusters Score -18189.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30244.609375 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30244.61 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30429.998047 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30485.023438 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30485.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30513.636719 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -30513.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30536.308594 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -30536.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30558.902344 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30572.259766 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30572.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30591.996094 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30607.226562 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30607.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30615.314453 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30615.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30616.855469 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30616.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30618.003906 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30620.302734 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30622.224609 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30622.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30623.414062 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -30623.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30623.578125 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -30623.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30623.578125 Penalty: 557.743591
	Iteration 16F: 3 clusters Score -30623.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -71428.148438 Penalty: 316.479462
	Iteration 0F: 2 clusters Score -71428.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70617.460938 Penalty: 632.958923
	Iteration 0F: 3 clusters Score -70617.46 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70872.890625 Penalty: 632.958923
	Iteration 1F: 3 clusters Score -70872.89 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70930.093750 Penalty: 632.958923
	Iteration 2F: 3 clusters Score -70930.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70967.906250 Penalty: 632.958923
	Iteration 3F: 3 clusters Score -70967.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71009.164062 Penalty: 632.958923
	Iteration 4Q: 3 clusters Score -71009.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71045.289062 Penalty: 632.958923
	Iteration 5Q: 3 clusters Score -71045.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71076.710938 Penalty: 632.958923
	Iteration 6Q: 3 clusters Score -71076.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71101.039062 Penalty: 632.958923
	Iteration 7Q: 3 clusters Score -71101.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71126.906250 Penalty: 632.958923
	Iteration 8Q: 3 clusters Score -71126.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71149.593750 Penalty: 632.958923
	Iteration 9Q: 3 clusters Score -71149.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -71163.773438 Penalty: 632.958923
	Iteration 10Q: 3 clusters Score -71163.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -71176.023438 Penalty: 632.958923
	Iteration 11Q: 3 clusters Score -71176.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -71183.460938 Penalty: 632.958923
	Iteration 12Q: 3 clusters Score -71183.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -71188.382812 Penalty: 632.958923
	Iteration 13Q: 3 clusters Score -71188.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -71194.273438 Penalty: 632.958923
	Iteration 14Q: 3 clusters Score -71194.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -71202.304688 Penalty: 632.958923
	Iteration 15Q: 3 clusters Score -71202.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -71218.312500 Penalty: 632.958923
	Iteration 16Q: 3 clusters Score -71218.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -71229.492188 Penalty: 632.958923
	Iteration 17Q: 3 clusters Score -71229.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -71233.742188 Penalty: 632.958923
	Iteration 18Q: 3 clusters Score -71233.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -71238.460938 Penalty: 632.958923
	Iteration 19Q: 3 clusters Score -71238.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -71240.710938 Penalty: 632.958923
	Iteration 20F: 3 clusters Score -71240.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -96875.585938 Penalty: 324.383057
	Iteration 0F: 2 clusters Score -96875.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -95944.101562 Penalty: 648.766113
	Iteration 0F: 3 clusters Score -95944.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96254.617188 Penalty: 648.766113
	Iteration 1F: 3 clusters Score -96254.62 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -96318.953125 Penalty: 648.766113
	Iteration 2F: 3 clusters Score -96318.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -96370.937500 Penalty: 648.766113
	Iteration 3F: 3 clusters Score -96370.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -96413.539062 Penalty: 648.766113
	Iteration 4F: 3 clusters Score -96413.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -96437.648438 Penalty: 648.766113
	Iteration 5Q: 3 clusters Score -96437.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -96455.406250 Penalty: 648.766113
	Iteration 6Q: 3 clusters Score -96455.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96469.671875 Penalty: 648.766113
	Iteration 7Q: 3 clusters Score -96469.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96483.406250 Penalty: 648.766113
	Iteration 8Q: 3 clusters Score -96483.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -96497.289062 Penalty: 648.766113
	Iteration 9Q: 3 clusters Score -96497.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -96508.492188 Penalty: 648.766113
	Iteration 10Q: 3 clusters Score -96508.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -96517.367188 Penalty: 648.766113
	Iteration 11Q: 3 clusters Score -96517.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -96523.875000 Penalty: 648.766113
	Iteration 12Q: 3 clusters Score -96523.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -96528.460938 Penalty: 648.766113
	Iteration 13Q: 3 clusters Score -96528.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -96530.718750 Penalty: 648.766113
	Iteration 14Q: 3 clusters Score -96530.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -96533.843750 Penalty: 648.766113
	Iteration 15Q: 3 clusters Score -96533.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -96536.578125 Penalty: 648.766113
	Iteration 16Q: 3 clusters Score -96536.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -96539.085938 Penalty: 648.766113
	Iteration 17Q: 3 clusters Score -96539.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -96541.820312 Penalty: 648.766113
	Iteration 18Q: 3 clusters Score -96541.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -96545.281250 Penalty: 648.766113
	Iteration 19Q: 3 clusters Score -96545.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -96548.664062 Penalty: 648.766113
	Iteration 20F: 3 clusters Score -96548.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -96551.984375 Penalty: 648.766113
	Iteration 21Q: 3 clusters Score -96551.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -96558.906250 Penalty: 648.766113
	Iteration 22Q: 3 clusters Score -96558.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -96563.773438 Penalty: 648.766113
	Iteration 23Q: 3 clusters Score -96563.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -96566.617188 Penalty: 648.766113
	Iteration 24Q: 3 clusters Score -96566.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -96568.085938 Penalty: 648.766113
	Iteration 25Q: 3 clusters Score -96568.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -96569.406250 Penalty: 648.766113
	Iteration 26Q: 3 clusters Score -96569.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -96570.656250 Penalty: 648.766113
	Iteration 27Q: 3 clusters Score -96570.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -96571.484375 Penalty: 648.766113
	Iteration 28Q: 3 clusters Score -96571.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -96572.242188 Penalty: 648.766113
	Iteration 29Q: 3 clusters Score -96572.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -96572.539062 Penalty: 648.766113
	Iteration 30Q: 3 clusters Score -96572.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -96572.945312 Penalty: 648.766113
	Iteration 31Q: 3 clusters Score -96572.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -96572.945312 Penalty: 648.766113
	Iteration 32F: 3 clusters Score -96572.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -1387225.125000 Penalty: 444.561584
	Iteration 0F: 2 clusters Score -1387225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1375549.875000 Penalty: 889.123169
	Iteration 0F: 3 clusters Score -1375550 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1380394.625000 Penalty: 889.123169
	Iteration 1F: 3 clusters Score -1380395 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1380830.500000 Penalty: 889.123169
	Iteration 2F: 3 clusters Score -1380830 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1381494.125000 Penalty: 889.123169
	Iteration 3F: 3 clusters Score -1381494 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1382481.875000 Penalty: 889.123169
	Iteration 4F: 3 clusters Score -1382482 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1383762.375000 Penalty: 889.123169
	Iteration 5F: 3 clusters Score -1383762 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -1385097.250000 Penalty: 889.123169
	Iteration 6F: 3 clusters Score -1385097 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1385936.750000 Penalty: 889.123169
	Iteration 7Q: 3 clusters Score -1385937 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1386236.875000 Penalty: 889.123169
	Iteration 8Q: 3 clusters Score -1386237 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1386357.250000 Penalty: 889.123169
	Iteration 9Q: 3 clusters Score -1386357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1386423.375000 Penalty: 889.123169
	Iteration 10Q: 3 clusters Score -1386423 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1386470.000000 Penalty: 889.123169
	Iteration 11Q: 3 clusters Score -1386470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1386510.375000 Penalty: 889.123169
	Iteration 12Q: 3 clusters Score -1386510 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1386536.875000 Penalty: 889.123169
	Iteration 13Q: 3 clusters Score -1386537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1386560.375000 Penalty: 889.123169
	Iteration 14Q: 3 clusters Score -1386560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1386577.750000 Penalty: 889.123169
	Iteration 15Q: 3 clusters Score -1386578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1386596.625000 Penalty: 889.123169
	Iteration 16Q: 3 clusters Score -1386597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1386609.625000 Penalty: 889.123169
	Iteration 17Q: 3 clusters Score -1386610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1386628.750000 Penalty: 889.123169
	Iteration 18Q: 3 clusters Score -1386629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1386643.375000 Penalty: 889.123169
	Iteration 19Q: 3 clusters Score -1386643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1386660.250000 Penalty: 889.123169
	Iteration 20F: 3 clusters Score -1386660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1386675.625000 Penalty: 889.123169
	Iteration 21Q: 3 clusters Score -1386676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1386687.625000 Penalty: 889.123169
	Iteration 22Q: 3 clusters Score -1386688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1386706.125000 Penalty: 889.123169
	Iteration 23Q: 3 clusters Score -1386706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1386714.500000 Penalty: 889.123169
	Iteration 24Q: 3 clusters Score -1386714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1386716.875000 Penalty: 889.123169
	Iteration 25Q: 3 clusters Score -1386717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1386719.125000 Penalty: 889.123169
	Iteration 26Q: 3 clusters Score -1386719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1386721.000000 Penalty: 889.123169
	Iteration 27Q: 3 clusters Score -1386721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1386724.125000 Penalty: 889.123169
	Iteration 28Q: 3 clusters Score -1386724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1386723.500000 Penalty: 889.123169
	Iteration 29Q: 3 clusters Score -1386724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1386729.500000 Penalty: 889.123169
	Iteration 30Q: 3 clusters Score -1386730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1386729.625000 Penalty: 889.123169
	Iteration 31Q: 3 clusters Score -1386730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1386732.250000 Penalty: 889.123169
	Iteration 32Q: 3 clusters Score -1386732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1386733.250000 Penalty: 889.123169
	Iteration 33Q: 3 clusters Score -1386733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1386735.625000 Penalty: 889.123169
	Iteration 34Q: 3 clusters Score -1386736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1386741.750000 Penalty: 889.123169
	Iteration 35Q: 3 clusters Score -1386742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1386741.875000 Penalty: 889.123169
	Iteration 36Q: 3 clusters Score -1386742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1386742.750000 Penalty: 889.123169
	Iteration 37Q: 3 clusters Score -1386743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1386747.500000 Penalty: 889.123169
	Iteration 38Q: 3 clusters Score -1386748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1386752.875000 Penalty: 889.123169
	Iteration 39Q: 3 clusters Score -1386753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1386751.875000 Penalty: 889.123169
	Iteration 40F: 3 clusters Score -1386752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1386754.500000 Penalty: 889.123169
	Iteration 41Q: 3 clusters Score -1386754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1386758.250000 Penalty: 889.123169
	Iteration 42Q: 3 clusters Score -1386758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1386759.625000 Penalty: 889.123169
	Iteration 43Q: 3 clusters Score -1386760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1386760.250000 Penalty: 889.123169
	Iteration 44Q: 3 clusters Score -1386760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1386760.375000 Penalty: 889.123169
	Iteration 45Q: 3 clusters Score -1386760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1386760.250000 Penalty: 889.123169
	Iteration 46Q: 3 clusters Score -1386760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1386763.125000 Penalty: 889.123169
	Iteration 47Q: 3 clusters Score -1386763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1386763.500000 Penalty: 889.123169
	Iteration 48Q: 3 clusters Score -1386764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1386763.875000 Penalty: 889.123169
	Iteration 49Q: 3 clusters Score -1386764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1386765.875000 Penalty: 889.123169
	Iteration 50Q: 3 clusters Score -1386766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1386765.625000 Penalty: 889.123169
	Iteration 51Q: 3 clusters Score -1386766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1386764.500000 Penalty: 889.123169
	Iteration 52Q: 3 clusters Score -1386764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1386765.875000 Penalty: 889.123169
	Iteration 53Q: 3 clusters Score -1386766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1386765.500000 Penalty: 889.123169
	Iteration 54Q: 3 clusters Score -1386766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1386765.000000 Penalty: 889.123169
	Iteration 55Q: 3 clusters Score -1386765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1386766.375000 Penalty: 889.123169
	Iteration 56Q: 3 clusters Score -1386766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1386766.125000 Penalty: 889.123169
	Iteration 57Q: 3 clusters Score -1386766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1386766.625000 Penalty: 889.123169
	Iteration 58Q: 3 clusters Score -1386767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1386766.625000 Penalty: 889.123169
	Iteration 59F: 3 clusters Score -1386767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -13017.172852 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -13017.17 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 123 members 
Entering Unmasked Estep 
Score: -12752.075195 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -12752.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12856.368164 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12856.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12876.190430 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12876.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12892.347656 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -12892.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12902.085938 Penalty: 504.965912
	Iteration 4Q: 3 clusters Score -12902.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12907.901367 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12909.539062 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12909.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12910.204102 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -12910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12912.530273 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -12912.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12913.859375 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -12913.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12914.426758 Penalty: 504.965912
	Iteration 10Q: 3 clusters Score -12914.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12914.426758 Penalty: 504.965912
	Iteration 11F: 3 clusters Score -12914.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -486685.187500 Penalty: 397.473724
	Iteration 0F: 2 clusters Score -486685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -482566.125000 Penalty: 794.947449
	Iteration 0F: 3 clusters Score -482566.1 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -484202.781250 Penalty: 794.947449
	Iteration 1F: 3 clusters Score -484202.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -484405.343750 Penalty: 794.947449
	Iteration 2F: 3 clusters Score -484405.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -484632.750000 Penalty: 794.947449
	Iteration 3F: 3 clusters Score -484632.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -484904.218750 Penalty: 794.947449
	Iteration 4F: 3 clusters Score -484904.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -485211.125000 Penalty: 794.947449
	Iteration 5F: 3 clusters Score -485211.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -485521.031250 Penalty: 794.947449
	Iteration 6F: 3 clusters Score -485521 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -485772.750000 Penalty: 794.947449
	Iteration 7F: 3 clusters Score -485772.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -485956.968750 Penalty: 794.947449
	Iteration 8Q: 3 clusters Score -485957 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -486083.937500 Penalty: 794.947449
	Iteration 9Q: 3 clusters Score -486083.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -486162.906250 Penalty: 794.947449
	Iteration 10Q: 3 clusters Score -486162.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -486224.156250 Penalty: 794.947449
	Iteration 11Q: 3 clusters Score -486224.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -486267.937500 Penalty: 794.947449
	Iteration 12Q: 3 clusters Score -486267.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -486291.687500 Penalty: 794.947449
	Iteration 13Q: 3 clusters Score -486291.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -486318.687500 Penalty: 794.947449
	Iteration 14Q: 3 clusters Score -486318.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -486340.875000 Penalty: 794.947449
	Iteration 15Q: 3 clusters Score -486340.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -486357.656250 Penalty: 794.947449
	Iteration 16Q: 3 clusters Score -486357.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -486378.687500 Penalty: 794.947449
	Iteration 17Q: 3 clusters Score -486378.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -486393.468750 Penalty: 794.947449
	Iteration 18Q: 3 clusters Score -486393.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -486406.750000 Penalty: 794.947449
	Iteration 19Q: 3 clusters Score -486406.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -486420.343750 Penalty: 794.947449
	Iteration 20F: 3 clusters Score -486420.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -486432.625000 Penalty: 794.947449
	Iteration 21Q: 3 clusters Score -486432.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -486440.937500 Penalty: 794.947449
	Iteration 22Q: 3 clusters Score -486440.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -486446.718750 Penalty: 794.947449
	Iteration 23Q: 3 clusters Score -486446.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -486451.687500 Penalty: 794.947449
	Iteration 24Q: 3 clusters Score -486451.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -486455.281250 Penalty: 794.947449
	Iteration 25Q: 3 clusters Score -486455.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -486456.625000 Penalty: 794.947449
	Iteration 26Q: 3 clusters Score -486456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -486457.937500 Penalty: 794.947449
	Iteration 27Q: 3 clusters Score -486457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -486458.468750 Penalty: 794.947449
	Iteration 28Q: 3 clusters Score -486458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -486458.812500 Penalty: 794.947449
	Iteration 29Q: 3 clusters Score -486458.8 nChanged 5
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: -486458.968750 Penalty: 794.947449
	Iteration 30Q: 3 clusters Score -486459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -486458.625000 Penalty: 794.947449
	Iteration 31Q: 3 clusters Score -486458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -486459.437500 Penalty: 794.947449
	Iteration 32Q: 3 clusters Score -486459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -486459.812500 Penalty: 794.947449
	Iteration 33Q: 3 clusters Score -486459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -486460.718750 Penalty: 794.947449
	Iteration 34Q: 3 clusters Score -486460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -486461.281250 Penalty: 794.947449
	Iteration 35Q: 3 clusters Score -486461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -486462.250000 Penalty: 794.947449
	Iteration 36Q: 3 clusters Score -486462.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -486464.906250 Penalty: 794.947449
	Iteration 37Q: 3 clusters Score -486464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -486465.500000 Penalty: 794.947449
	Iteration 38Q: 3 clusters Score -486465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -486465.093750 Penalty: 794.947449
	Iteration 39Q: 3 clusters Score -486465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -486465.250000 Penalty: 794.947449
	Iteration 40F: 3 clusters Score -486465.2 nChanged 4
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: -486465.093750 Penalty: 794.947449
	Iteration 41Q: 3 clusters Score -486465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -486465.968750 Penalty: 794.947449
	Iteration 42Q: 3 clusters Score -486466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -486465.968750 Penalty: 794.947449
	Iteration 43Q: 3 clusters Score -486466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -486468.031250 Penalty: 794.947449
	Iteration 44Q: 3 clusters Score -486468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -486467.281250 Penalty: 794.947449
	Iteration 45Q: 3 clusters Score -486467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -486467.875000 Penalty: 794.947449
	Iteration 46Q: 3 clusters Score -486467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -486467.250000 Penalty: 794.947449
	Iteration 47Q: 3 clusters Score -486467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -486467.375000 Penalty: 794.947449
	Iteration 48Q: 3 clusters Score -486467.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -486467.375000 Penalty: 794.947449
	Iteration 49F: 3 clusters Score -486467.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -515818.562500 Penalty: 400.391449
	Iteration 0F: 2 clusters Score -515818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -511340.937500 Penalty: 800.782898
	Iteration 0F: 3 clusters Score -511340.9 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -512974.281250 Penalty: 800.782898
	Iteration 1F: 3 clusters Score -512974.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -513113.843750 Penalty: 800.782898
	Iteration 2F: 3 clusters Score -513113.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -513303.937500 Penalty: 800.782898
	Iteration 3F: 3 clusters Score -513303.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -513599.406250 Penalty: 800.782898
	Iteration 4F: 3 clusters Score -513599.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -513970.281250 Penalty: 800.782898
	Iteration 5F: 3 clusters Score -513970.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -514379.125000 Penalty: 800.782898
	Iteration 6F: 3 clusters Score -514379.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -514761.031250 Penalty: 800.782898
	Iteration 7F: 3 clusters Score -514761 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -515002.218750 Penalty: 800.782898
	Iteration 8Q: 3 clusters Score -515002.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -515148.093750 Penalty: 800.782898
	Iteration 9Q: 3 clusters Score -515148.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -515228.406250 Penalty: 800.782898
	Iteration 10Q: 3 clusters Score -515228.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -515277.656250 Penalty: 800.782898
	Iteration 11Q: 3 clusters Score -515277.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -515302.562500 Penalty: 800.782898
	Iteration 12Q: 3 clusters Score -515302.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -515323.500000 Penalty: 800.782898
	Iteration 13Q: 3 clusters Score -515323.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -515337.500000 Penalty: 800.782898
	Iteration 14Q: 3 clusters Score -515337.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -515349.250000 Penalty: 800.782898
	Iteration 15Q: 3 clusters Score -515349.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -515356.312500 Penalty: 800.782898
	Iteration 16Q: 3 clusters Score -515356.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -515362.000000 Penalty: 800.782898
	Iteration 17Q: 3 clusters Score -515362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -515365.281250 Penalty: 800.782898
	Iteration 18Q: 3 clusters Score -515365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -515369.906250 Penalty: 800.782898
	Iteration 19Q: 3 clusters Score -515369.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -515374.750000 Penalty: 800.782898
	Iteration 20F: 3 clusters Score -515374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -515382.062500 Penalty: 800.782898
	Iteration 21Q: 3 clusters Score -515382.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -515388.343750 Penalty: 800.782898
	Iteration 22Q: 3 clusters Score -515388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -515395.437500 Penalty: 800.782898
	Iteration 23Q: 3 clusters Score -515395.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -515406.781250 Penalty: 800.782898
	Iteration 24Q: 3 clusters Score -515406.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -515412.593750 Penalty: 800.782898
	Iteration 25Q: 3 clusters Score -515412.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -515421.906250 Penalty: 800.782898
	Iteration 26Q: 3 clusters Score -515421.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -515432.812500 Penalty: 800.782898
	Iteration 27Q: 3 clusters Score -515432.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -515442.750000 Penalty: 800.782898
	Iteration 28Q: 3 clusters Score -515442.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -515448.812500 Penalty: 800.782898
	Iteration 29Q: 3 clusters Score -515448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -515453.312500 Penalty: 800.782898
	Iteration 30Q: 3 clusters Score -515453.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -515455.750000 Penalty: 800.782898
	Iteration 31Q: 3 clusters Score -515455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -515458.718750 Penalty: 800.782898
	Iteration 32Q: 3 clusters Score -515458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -515461.875000 Penalty: 800.782898
	Iteration 33Q: 3 clusters Score -515461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -515462.343750 Penalty: 800.782898
	Iteration 34Q: 3 clusters Score -515462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -515463.437500 Penalty: 800.782898
	Iteration 35Q: 3 clusters Score -515463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -515464.562500 Penalty: 800.782898
	Iteration 36Q: 3 clusters Score -515464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -515465.968750 Penalty: 800.782898
	Iteration 37Q: 3 clusters Score -515466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -515465.906250 Penalty: 800.782898
	Iteration 38Q: 3 clusters Score -515465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -515466.125000 Penalty: 800.782898
	Iteration 39Q: 3 clusters Score -515466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -515466.906250 Penalty: 800.782898
	Iteration 40F: 3 clusters Score -515466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -515468.250000 Penalty: 800.782898
	Iteration 41Q: 3 clusters Score -515468.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -515469.562500 Penalty: 800.782898
	Iteration 42Q: 3 clusters Score -515469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -515470.781250 Penalty: 800.782898
	Iteration 43Q: 3 clusters Score -515470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -515470.812500 Penalty: 800.782898
	Iteration 44Q: 3 clusters Score -515470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -515471.218750 Penalty: 800.782898
	Iteration 45Q: 3 clusters Score -515471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -515471.656250 Penalty: 800.782898
	Iteration 46Q: 3 clusters Score -515471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -515471.812500 Penalty: 800.782898
	Iteration 47Q: 3 clusters Score -515471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -515472.875000 Penalty: 800.782898
	Iteration 48Q: 3 clusters Score -515472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -515473.531250 Penalty: 800.782898
	Iteration 49Q: 3 clusters Score -515473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -515473.656250 Penalty: 800.782898
	Iteration 50Q: 3 clusters Score -515473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -515473.843750 Penalty: 800.782898
	Iteration 51Q: 3 clusters Score -515473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -515474.687500 Penalty: 800.782898
	Iteration 52Q: 3 clusters Score -515474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -515475.968750 Penalty: 800.782898
	Iteration 53Q: 3 clusters Score -515476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -515476.843750 Penalty: 800.782898
	Iteration 54Q: 3 clusters Score -515476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -515478.031250 Penalty: 800.782898
	Iteration 55Q: 3 clusters Score -515478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -515478.500000 Penalty: 800.782898
	Iteration 56Q: 3 clusters Score -515478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -515478.812500 Penalty: 800.782898
	Iteration 57Q: 3 clusters Score -515478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -515479.593750 Penalty: 800.782898
	Iteration 58Q: 3 clusters Score -515479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -515480.468750 Penalty: 800.782898
	Iteration 59Q: 3 clusters Score -515480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -515481.031250 Penalty: 800.782898
	Iteration 60F: 3 clusters Score -515481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -515481.843750 Penalty: 800.782898
	Iteration 61Q: 3 clusters Score -515481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -515483.000000 Penalty: 800.782898
	Iteration 62Q: 3 clusters Score -515483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -515483.250000 Penalty: 800.782898
	Iteration 63Q: 3 clusters Score -515483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -515484.375000 Penalty: 800.782898
	Iteration 64Q: 3 clusters Score -515484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -515485.875000 Penalty: 800.782898
	Iteration 65Q: 3 clusters Score -515485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -515487.781250 Penalty: 800.782898
	Iteration 66Q: 3 clusters Score -515487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -515490.843750 Penalty: 800.782898
	Iteration 67Q: 3 clusters Score -515490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -515492.687500 Penalty: 800.782898
	Iteration 68Q: 3 clusters Score -515492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -515494.531250 Penalty: 800.782898
	Iteration 69Q: 3 clusters Score -515494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -515496.250000 Penalty: 800.782898
	Iteration 70Q: 3 clusters Score -515496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -515496.750000 Penalty: 800.782898
	Iteration 71Q: 3 clusters Score -515496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -515497.406250 Penalty: 800.782898
	Iteration 72Q: 3 clusters Score -515497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -515497.031250 Penalty: 800.782898
	Iteration 73Q: 3 clusters Score -515497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -515497.031250 Penalty: 800.782898
	Iteration 74F: 3 clusters Score -515497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42682.121094 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42682.12 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42871.769531 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42871.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -42973.316406 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42973.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -43045.984375 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -43045.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43086.691406 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -43086.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43118.601562 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -43118.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43143.433594 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -43143.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43175.785156 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43175.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43196.902344 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43204.980469 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43204.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -43208.125000 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43208.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43210.628906 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43210.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43211.589844 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43211.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43212.675781 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43212.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43213.996094 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43214.773438 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -43214.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43214.773438 Penalty: 591.343628
	Iteration 16F: 3 clusters Score -43214.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -75101.929688 Penalty: 309.559509
	Iteration 0F: 2 clusters Score -75101.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74360.976562 Penalty: 619.119019
	Iteration 0F: 3 clusters Score -74360.98 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -74555.539062 Penalty: 619.119019
	Iteration 1F: 3 clusters Score -74555.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74591.742188 Penalty: 619.119019
	Iteration 2F: 3 clusters Score -74591.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74610.242188 Penalty: 619.119019
	Iteration 3Q: 3 clusters Score -74610.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74623.203125 Penalty: 619.119019
	Iteration 4Q: 3 clusters Score -74623.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -74634.296875 Penalty: 619.119019
	Iteration 5Q: 3 clusters Score -74634.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74646.562500 Penalty: 619.119019
	Iteration 6Q: 3 clusters Score -74646.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74664.523438 Penalty: 619.119019
	Iteration 7Q: 3 clusters Score -74664.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74681.414062 Penalty: 619.119019
	Iteration 8Q: 3 clusters Score -74681.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74689.500000 Penalty: 619.119019
	Iteration 9Q: 3 clusters Score -74689.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74697.804688 Penalty: 619.119019
	Iteration 10Q: 3 clusters Score -74697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74703.945312 Penalty: 619.119019
	Iteration 11Q: 3 clusters Score -74703.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74708.031250 Penalty: 619.119019
	Iteration 12Q: 3 clusters Score -74708.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74715.546875 Penalty: 619.119019
	Iteration 13Q: 3 clusters Score -74715.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74730.132812 Penalty: 619.119019
	Iteration 14Q: 3 clusters Score -74730.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74740.750000 Penalty: 619.119019
	Iteration 15Q: 3 clusters Score -74740.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74750.296875 Penalty: 619.119019
	Iteration 16Q: 3 clusters Score -74750.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74759.960938 Penalty: 619.119019
	Iteration 17Q: 3 clusters Score -74759.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74774.640625 Penalty: 619.119019
	Iteration 18Q: 3 clusters Score -74774.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74781.164062 Penalty: 619.119019
	Iteration 19Q: 3 clusters Score -74781.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74785.898438 Penalty: 619.119019
	Iteration 20F: 3 clusters Score -74785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74790.359375 Penalty: 619.119019
	Iteration 21Q: 3 clusters Score -74790.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74792.445312 Penalty: 619.119019
	Iteration 22Q: 3 clusters Score -74792.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74793.039062 Penalty: 619.119019
	Iteration 23Q: 3 clusters Score -74793.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74793.257812 Penalty: 619.119019
	Iteration 24Q: 3 clusters Score -74793.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74793.812500 Penalty: 619.119019
	Iteration 25Q: 3 clusters Score -74793.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74794.468750 Penalty: 619.119019
	Iteration 26Q: 3 clusters Score -74794.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74795.179688 Penalty: 619.119019
	Iteration 27Q: 3 clusters Score -74795.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74795.257812 Penalty: 619.119019
	Iteration 28Q: 3 clusters Score -74795.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74795.578125 Penalty: 619.119019
	Iteration 29Q: 3 clusters Score -74795.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74795.578125 Penalty: 619.119019
	Iteration 30F: 3 clusters Score -74795.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -87675.148438 Penalty: 319.702423
	Iteration 0F: 2 clusters Score -87675.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86777.578125 Penalty: 639.404846
	Iteration 0F: 3 clusters Score -86777.58 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -87052.734375 Penalty: 639.404846
	Iteration 1F: 3 clusters Score -87052.73 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -87118.507812 Penalty: 639.404846
	Iteration 2F: 3 clusters Score -87118.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87190.476562 Penalty: 639.404846
	Iteration 3F: 3 clusters Score -87190.48 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -87249.695312 Penalty: 639.404846
	Iteration 4F: 3 clusters Score -87249.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -87292.078125 Penalty: 639.404846
	Iteration 5Q: 3 clusters Score -87292.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -87334.195312 Penalty: 639.404846
	Iteration 6Q: 3 clusters Score -87334.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -87367.867188 Penalty: 639.404846
	Iteration 7Q: 3 clusters Score -87367.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87389.226562 Penalty: 639.404846
	Iteration 8Q: 3 clusters Score -87389.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87402.062500 Penalty: 639.404846
	Iteration 9Q: 3 clusters Score -87402.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -87411.320312 Penalty: 639.404846
	Iteration 10Q: 3 clusters Score -87411.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87419.882812 Penalty: 639.404846
	Iteration 11Q: 3 clusters Score -87419.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -87426.523438 Penalty: 639.404846
	Iteration 12Q: 3 clusters Score -87426.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -87429.179688 Penalty: 639.404846
	Iteration 13Q: 3 clusters Score -87429.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -87429.843750 Penalty: 639.404846
	Iteration 14Q: 3 clusters Score -87429.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -87430.039062 Penalty: 639.404846
	Iteration 15Q: 3 clusters Score -87430.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -87430.156250 Penalty: 639.404846
	Iteration 16Q: 3 clusters Score -87430.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87430.429688 Penalty: 639.404846
	Iteration 17Q: 3 clusters Score -87430.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87430.429688 Penalty: 639.404846
	Iteration 18F: 3 clusters Score -87430.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -474630.531250 Penalty: 398.443359
	Iteration 0F: 2 clusters Score -474630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -470386.843750 Penalty: 796.886719
	Iteration 0F: 3 clusters Score -470386.8 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -471943.875000 Penalty: 796.886719
	Iteration 1F: 3 clusters Score -471943.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -472108.812500 Penalty: 796.886719
	Iteration 2F: 3 clusters Score -472108.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -472299.406250 Penalty: 796.886719
	Iteration 3F: 3 clusters Score -472299.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -472489.750000 Penalty: 796.886719
	Iteration 4F: 3 clusters Score -472489.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -472675.093750 Penalty: 796.886719
	Iteration 5Q: 3 clusters Score -472675.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -472869.906250 Penalty: 796.886719
	Iteration 6Q: 3 clusters Score -472869.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -473102.343750 Penalty: 796.886719
	Iteration 7Q: 3 clusters Score -473102.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -473337.937500 Penalty: 796.886719
	Iteration 8Q: 3 clusters Score -473337.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -473599.218750 Penalty: 796.886719
	Iteration 9F: 3 clusters Score -473599.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -473865.375000 Penalty: 796.886719
	Iteration 10Q: 3 clusters Score -473865.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -474078.781250 Penalty: 796.886719
	Iteration 11Q: 3 clusters Score -474078.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -474251.656250 Penalty: 796.886719
	Iteration 12Q: 3 clusters Score -474251.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -474387.625000 Penalty: 796.886719
	Iteration 13Q: 3 clusters Score -474387.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -474458.562500 Penalty: 796.886719
	Iteration 14Q: 3 clusters Score -474458.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -474513.062500 Penalty: 796.886719
	Iteration 15Q: 3 clusters Score -474513.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -474531.875000 Penalty: 796.886719
	Iteration 16Q: 3 clusters Score -474531.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -474544.468750 Penalty: 796.886719
	Iteration 17Q: 3 clusters Score -474544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -474555.906250 Penalty: 796.886719
	Iteration 18Q: 3 clusters Score -474555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -474563.531250 Penalty: 796.886719
	Iteration 19Q: 3 clusters Score -474563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -474569.281250 Penalty: 796.886719
	Iteration 20F: 3 clusters Score -474569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -474570.562500 Penalty: 796.886719
	Iteration 21Q: 3 clusters Score -474570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -474571.781250 Penalty: 796.886719
	Iteration 22Q: 3 clusters Score -474571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -474573.031250 Penalty: 796.886719
	Iteration 23Q: 3 clusters Score -474573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -474573.062500 Penalty: 796.886719
	Iteration 24Q: 3 clusters Score -474573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -474573.062500 Penalty: 796.886719
	Iteration 25F: 3 clusters Score -474573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1082984.000000 Penalty: 431.987946
	Iteration 0F: 2 clusters Score -1082984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1074085.125000 Penalty: 863.975891
	Iteration 0F: 3 clusters Score -1074085 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1077834.500000 Penalty: 863.975891
	Iteration 1F: 3 clusters Score -1077834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1078183.250000 Penalty: 863.975891
	Iteration 2Q: 3 clusters Score -1078183 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1078677.125000 Penalty: 863.975891
	Iteration 3F: 3 clusters Score -1078677 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1079342.125000 Penalty: 863.975891
	Iteration 4F: 3 clusters Score -1079342 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1080020.000000 Penalty: 863.975891
	Iteration 5F: 3 clusters Score -1080020 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1080462.875000 Penalty: 863.975891
	Iteration 6F: 3 clusters Score -1080463 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1080645.125000 Penalty: 863.975891
	Iteration 7Q: 3 clusters Score -1080645 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1080751.375000 Penalty: 863.975891
	Iteration 8Q: 3 clusters Score -1080751 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1080858.875000 Penalty: 863.975891
	Iteration 9Q: 3 clusters Score -1080859 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1080967.000000 Penalty: 863.975891
	Iteration 10Q: 3 clusters Score -1080967 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1081084.125000 Penalty: 863.975891
	Iteration 11Q: 3 clusters Score -1081084 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1081197.750000 Penalty: 863.975891
	Iteration 12Q: 3 clusters Score -1081198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1081313.375000 Penalty: 863.975891
	Iteration 13Q: 3 clusters Score -1081313 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1081424.250000 Penalty: 863.975891
	Iteration 14Q: 3 clusters Score -1081424 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1081562.250000 Penalty: 863.975891
	Iteration 15Q: 3 clusters Score -1081562 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1081696.125000 Penalty: 863.975891
	Iteration 16Q: 3 clusters Score -1081696 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1081828.500000 Penalty: 863.975891
	Iteration 17Q: 3 clusters Score -1081828 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1081946.500000 Penalty: 863.975891
	Iteration 18Q: 3 clusters Score -1081946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1082058.375000 Penalty: 863.975891
	Iteration 19Q: 3 clusters Score -1082058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1082150.500000 Penalty: 863.975891
	Iteration 20F: 3 clusters Score -1082150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1082227.750000 Penalty: 863.975891
	Iteration 21Q: 3 clusters Score -1082228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1082302.875000 Penalty: 863.975891
	Iteration 22Q: 3 clusters Score -1082303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1082368.375000 Penalty: 863.975891
	Iteration 23Q: 3 clusters Score -1082368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1082420.250000 Penalty: 863.975891
	Iteration 24Q: 3 clusters Score -1082420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1082468.875000 Penalty: 863.975891
	Iteration 25Q: 3 clusters Score -1082469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1082511.625000 Penalty: 863.975891
	Iteration 26Q: 3 clusters Score -1082512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1082540.625000 Penalty: 863.975891
	Iteration 27Q: 3 clusters Score -1082541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1082556.125000 Penalty: 863.975891
	Iteration 28Q: 3 clusters Score -1082556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1082572.625000 Penalty: 863.975891
	Iteration 29Q: 3 clusters Score -1082573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1082581.250000 Penalty: 863.975891
	Iteration 30Q: 3 clusters Score -1082581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1082590.875000 Penalty: 863.975891
	Iteration 31Q: 3 clusters Score -1082591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1082595.125000 Penalty: 863.975891
	Iteration 32Q: 3 clusters Score -1082595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1082597.750000 Penalty: 863.975891
	Iteration 33Q: 3 clusters Score -1082598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1082598.500000 Penalty: 863.975891
	Iteration 34Q: 3 clusters Score -1082598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1082598.500000 Penalty: 863.975891
	Iteration 35F: 3 clusters Score -1082598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -151739.062500 Penalty: 344.921844
	Iteration 0F: 2 clusters Score -151739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -150335.437500 Penalty: 689.843689
	Iteration 0F: 3 clusters Score -150335.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -150779.375000 Penalty: 689.843689
	Iteration 1F: 3 clusters Score -150779.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -150840.968750 Penalty: 689.843689
	Iteration 2F: 3 clusters Score -150841 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -150886.015625 Penalty: 689.843689
	Iteration 3F: 3 clusters Score -150886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -150925.937500 Penalty: 689.843689
	Iteration 4Q: 3 clusters Score -150925.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -150990.750000 Penalty: 689.843689
	Iteration 5Q: 3 clusters Score -150990.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151050.265625 Penalty: 689.843689
	Iteration 6Q: 3 clusters Score -151050.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151099.359375 Penalty: 689.843689
	Iteration 7Q: 3 clusters Score -151099.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -151134.093750 Penalty: 689.843689
	Iteration 8Q: 3 clusters Score -151134.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151162.765625 Penalty: 689.843689
	Iteration 9Q: 3 clusters Score -151162.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151190.671875 Penalty: 689.843689
	Iteration 10Q: 3 clusters Score -151190.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -151218.515625 Penalty: 689.843689
	Iteration 11Q: 3 clusters Score -151218.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -151264.921875 Penalty: 689.843689
	Iteration 12Q: 3 clusters Score -151264.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151361.546875 Penalty: 689.843689
	Iteration 13Q: 3 clusters Score -151361.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -151470.359375 Penalty: 689.843689
	Iteration 14Q: 3 clusters Score -151470.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -151544.562500 Penalty: 689.843689
	Iteration 15Q: 3 clusters Score -151544.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -151632.718750 Penalty: 689.843689
	Iteration 16Q: 3 clusters Score -151632.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -151720.734375 Penalty: 689.843689
	Iteration 17Q: 3 clusters Score -151720.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151777.250000 Penalty: 689.843689
	Iteration 18Q: 3 clusters Score -151777.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -151803.906250 Penalty: 689.843689
	Iteration 19Q: 3 clusters Score -151803.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -151825.578125 Penalty: 689.843689
	Iteration 20F: 3 clusters Score -151825.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151840.234375 Penalty: 689.843689
	Iteration 21Q: 3 clusters Score -151840.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -151844.546875 Penalty: 689.843689
	Iteration 22Q: 3 clusters Score -151844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151846.390625 Penalty: 689.843689
	Iteration 23Q: 3 clusters Score -151846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151847.875000 Penalty: 689.843689
	Iteration 24Q: 3 clusters Score -151847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151848.343750 Penalty: 689.843689
	Iteration 25Q: 3 clusters Score -151848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -151848.515625 Penalty: 689.843689
	Iteration 26Q: 3 clusters Score -151848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151848.593750 Penalty: 689.843689
	Iteration 27Q: 3 clusters Score -151848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151848.843750 Penalty: 689.843689
	Iteration 28Q: 3 clusters Score -151848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151848.843750 Penalty: 689.843689
	Iteration 29F: 3 clusters Score -151848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1342 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8243 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15210 members 
Mstep: Class 38 contains 16954 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7116 members 
Mstep: Class 43 contains 6744 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9150 members 
Mstep: Class 47 contains 621 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18271 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 21308 members 
Mstep: Class 62 contains 12828 members 
Mstep: Class 63 contains 15290 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12356 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17907 members 
Mstep: Class 68 contains 24484 members 
Mstep: Class 69 contains 22196 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36192 members 
Mstep: Class 72 contains 23116 members 
Mstep: Class 73 contains 14165 members 
Mstep: Class 74 contains 9678 members 
Mstep: Class 75 contains 33591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19775 members 
Mstep: Class 78 contains 618 members 
Entering Unmasked Estep 
Score: -42175316.000000 Penalty: 46951.042969
Splitting cluster 29 changes total score from -42176156.000000 to -42175316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -225365.687500 Penalty: 365.294678
	Iteration 0F: 2 clusters Score -225365.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -223250.562500 Penalty: 730.589355
	Iteration 0F: 3 clusters Score -223250.6 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224050.796875 Penalty: 730.589355
	Iteration 1F: 3 clusters Score -224050.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -224169.859375 Penalty: 730.589355
	Iteration 2F: 3 clusters Score -224169.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224250.640625 Penalty: 730.589355
	Iteration 3F: 3 clusters Score -224250.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224311.296875 Penalty: 730.589355
	Iteration 4Q: 3 clusters Score -224311.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -224364.328125 Penalty: 730.589355
	Iteration 5Q: 3 clusters Score -224364.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -224415.359375 Penalty: 730.589355
	Iteration 6Q: 3 clusters Score -224415.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -224470.281250 Penalty: 730.589355
	Iteration 7Q: 3 clusters Score -224470.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -224536.156250 Penalty: 730.589355
	Iteration 8Q: 3 clusters Score -224536.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -224618.984375 Penalty: 730.589355
	Iteration 9Q: 3 clusters Score -224619 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -224709.937500 Penalty: 730.589355
	Iteration 10Q: 3 clusters Score -224709.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -224804.437500 Penalty: 730.589355
	Iteration 11Q: 3 clusters Score -224804.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -224886.000000 Penalty: 730.589355
	Iteration 12Q: 3 clusters Score -224886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -224936.875000 Penalty: 730.589355
	Iteration 13Q: 3 clusters Score -224936.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -224962.281250 Penalty: 730.589355
	Iteration 14Q: 3 clusters Score -224962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -224978.234375 Penalty: 730.589355
	Iteration 15Q: 3 clusters Score -224978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -224989.453125 Penalty: 730.589355
	Iteration 16Q: 3 clusters Score -224989.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -224995.187500 Penalty: 730.589355
	Iteration 17Q: 3 clusters Score -224995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -224998.468750 Penalty: 730.589355
	Iteration 18Q: 3 clusters Score -224998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -225002.468750 Penalty: 730.589355
	Iteration 19Q: 3 clusters Score -225002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -225008.031250 Penalty: 730.589355
	Iteration 20F: 3 clusters Score -225008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -225013.234375 Penalty: 730.589355
	Iteration 21Q: 3 clusters Score -225013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -225018.171875 Penalty: 730.589355
	Iteration 22Q: 3 clusters Score -225018.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -225021.968750 Penalty: 730.589355
	Iteration 23Q: 3 clusters Score -225022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -225027.187500 Penalty: 730.589355
	Iteration 24Q: 3 clusters Score -225027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -225028.609375 Penalty: 730.589355
	Iteration 25Q: 3 clusters Score -225028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -225029.125000 Penalty: 730.589355
	Iteration 26Q: 3 clusters Score -225029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -225032.000000 Penalty: 730.589355
	Iteration 27Q: 3 clusters Score -225032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -225037.078125 Penalty: 730.589355
	Iteration 28Q: 3 clusters Score -225037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -225044.390625 Penalty: 730.589355
	Iteration 29Q: 3 clusters Score -225044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -225046.687500 Penalty: 730.589355
	Iteration 30Q: 3 clusters Score -225046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -225047.953125 Penalty: 730.589355
	Iteration 31Q: 3 clusters Score -225048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -225047.937500 Penalty: 730.589355
	Iteration 32Q: 3 clusters Score -225047.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -225047.937500 Penalty: 730.589355
	Iteration 33F: 3 clusters Score -225047.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -204530.421875 Penalty: 361.731812
	Iteration 0F: 2 clusters Score -204530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -202553.000000 Penalty: 723.463623
	Iteration 0F: 3 clusters Score -202553 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -203373.140625 Penalty: 723.463623
	Iteration 1F: 3 clusters Score -203373.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -203486.218750 Penalty: 723.463623
	Iteration 2F: 3 clusters Score -203486.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -203575.937500 Penalty: 723.463623
	Iteration 3F: 3 clusters Score -203575.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -203647.765625 Penalty: 723.463623
	Iteration 4Q: 3 clusters Score -203647.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -203728.078125 Penalty: 723.463623
	Iteration 5Q: 3 clusters Score -203728.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -203799.281250 Penalty: 723.463623
	Iteration 6Q: 3 clusters Score -203799.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -203869.968750 Penalty: 723.463623
	Iteration 7Q: 3 clusters Score -203870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -203934.109375 Penalty: 723.463623
	Iteration 8Q: 3 clusters Score -203934.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -203999.093750 Penalty: 723.463623
	Iteration 9Q: 3 clusters Score -203999.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -204059.765625 Penalty: 723.463623
	Iteration 10Q: 3 clusters Score -204059.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -204113.343750 Penalty: 723.463623
	Iteration 11Q: 3 clusters Score -204113.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -204147.703125 Penalty: 723.463623
	Iteration 12Q: 3 clusters Score -204147.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -204173.812500 Penalty: 723.463623
	Iteration 13Q: 3 clusters Score -204173.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -204203.218750 Penalty: 723.463623
	Iteration 14Q: 3 clusters Score -204203.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -204220.062500 Penalty: 723.463623
	Iteration 15Q: 3 clusters Score -204220.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -204236.250000 Penalty: 723.463623
	Iteration 16Q: 3 clusters Score -204236.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -204249.703125 Penalty: 723.463623
	Iteration 17Q: 3 clusters Score -204249.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -204261.046875 Penalty: 723.463623
	Iteration 18Q: 3 clusters Score -204261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -204272.500000 Penalty: 723.463623
	Iteration 19Q: 3 clusters Score -204272.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -204281.312500 Penalty: 723.463623
	Iteration 20F: 3 clusters Score -204281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -204282.406250 Penalty: 723.463623
	Iteration 21Q: 3 clusters Score -204282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -204283.578125 Penalty: 723.463623
	Iteration 22Q: 3 clusters Score -204283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -204285.265625 Penalty: 723.463623
	Iteration 23Q: 3 clusters Score -204285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -204286.156250 Penalty: 723.463623
	Iteration 24Q: 3 clusters Score -204286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -204286.296875 Penalty: 723.463623
	Iteration 25Q: 3 clusters Score -204286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -204286.296875 Penalty: 723.463623
	Iteration 26F: 3 clusters Score -204286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -87836.460938 Penalty: 318.014740
	Iteration 0F: 2 clusters Score -87836.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86983.835938 Penalty: 636.029480
	Iteration 0F: 3 clusters Score -86983.84 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87221.328125 Penalty: 636.029480
	Iteration 1F: 3 clusters Score -87221.33 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87266.968750 Penalty: 636.029480
	Iteration 2F: 3 clusters Score -87266.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87305.375000 Penalty: 636.029480
	Iteration 3F: 3 clusters Score -87305.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87334.890625 Penalty: 636.029480
	Iteration 4Q: 3 clusters Score -87334.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87360.296875 Penalty: 636.029480
	Iteration 5Q: 3 clusters Score -87360.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87380.296875 Penalty: 636.029480
	Iteration 6Q: 3 clusters Score -87380.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87397.757812 Penalty: 636.029480
	Iteration 7Q: 3 clusters Score -87397.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87408.125000 Penalty: 636.029480
	Iteration 8Q: 3 clusters Score -87408.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87416.289062 Penalty: 636.029480
	Iteration 9Q: 3 clusters Score -87416.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87428.015625 Penalty: 636.029480
	Iteration 10Q: 3 clusters Score -87428.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87439.992188 Penalty: 636.029480
	Iteration 11Q: 3 clusters Score -87439.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87454.945312 Penalty: 636.029480
	Iteration 12Q: 3 clusters Score -87454.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87469.945312 Penalty: 636.029480
	Iteration 13Q: 3 clusters Score -87469.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87485.296875 Penalty: 636.029480
	Iteration 14Q: 3 clusters Score -87485.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87495.328125 Penalty: 636.029480
	Iteration 15Q: 3 clusters Score -87495.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87504.156250 Penalty: 636.029480
	Iteration 16Q: 3 clusters Score -87504.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87511.679688 Penalty: 636.029480
	Iteration 17Q: 3 clusters Score -87511.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87514.156250 Penalty: 636.029480
	Iteration 18Q: 3 clusters Score -87514.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87516.437500 Penalty: 636.029480
	Iteration 19Q: 3 clusters Score -87516.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87519.507812 Penalty: 636.029480
	Iteration 20F: 3 clusters Score -87519.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87521.773438 Penalty: 636.029480
	Iteration 21Q: 3 clusters Score -87521.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87525.109375 Penalty: 636.029480
	Iteration 22Q: 3 clusters Score -87525.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87528.593750 Penalty: 636.029480
	Iteration 23Q: 3 clusters Score -87528.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87530.609375 Penalty: 636.029480
	Iteration 24Q: 3 clusters Score -87530.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87531.984375 Penalty: 636.029480
	Iteration 25Q: 3 clusters Score -87531.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87532.843750 Penalty: 636.029480
	Iteration 26Q: 3 clusters Score -87532.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87534.851562 Penalty: 636.029480
	Iteration 27Q: 3 clusters Score -87534.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87536.257812 Penalty: 636.029480
	Iteration 28Q: 3 clusters Score -87536.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87537.015625 Penalty: 636.029480
	Iteration 29Q: 3 clusters Score -87537.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87537.335938 Penalty: 636.029480
	Iteration 30Q: 3 clusters Score -87537.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87537.359375 Penalty: 636.029480
	Iteration 31Q: 3 clusters Score -87537.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87537.359375 Penalty: 636.029480
	Iteration 32F: 3 clusters Score -87537.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -665491.562500 Penalty: 410.278931
	Iteration 0F: 2 clusters Score -665491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -659956.312500 Penalty: 820.557861
	Iteration 0F: 3 clusters Score -659956.3 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -662109.937500 Penalty: 820.557861
	Iteration 1F: 3 clusters Score -662109.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -662234.187500 Penalty: 820.557861
	Iteration 2Q: 3 clusters Score -662234.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -662385.687500 Penalty: 820.557861
	Iteration 3Q: 3 clusters Score -662385.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -662597.500000 Penalty: 820.557861
	Iteration 4Q: 3 clusters Score -662597.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -662900.375000 Penalty: 820.557861
	Iteration 5F: 3 clusters Score -662900.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -663294.375000 Penalty: 820.557861
	Iteration 6F: 3 clusters Score -663294.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -663744.187500 Penalty: 820.557861
	Iteration 7F: 3 clusters Score -663744.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -664114.312500 Penalty: 820.557861
	Iteration 8Q: 3 clusters Score -664114.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -664407.687500 Penalty: 820.557861
	Iteration 9Q: 3 clusters Score -664407.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -664604.250000 Penalty: 820.557861
	Iteration 10Q: 3 clusters Score -664604.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -664725.000000 Penalty: 820.557861
	Iteration 11Q: 3 clusters Score -664725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -664805.187500 Penalty: 820.557861
	Iteration 12Q: 3 clusters Score -664805.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -664888.937500 Penalty: 820.557861
	Iteration 13Q: 3 clusters Score -664888.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -664950.687500 Penalty: 820.557861
	Iteration 14Q: 3 clusters Score -664950.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -664994.250000 Penalty: 820.557861
	Iteration 15Q: 3 clusters Score -664994.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -665030.812500 Penalty: 820.557861
	Iteration 16Q: 3 clusters Score -665030.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -665053.875000 Penalty: 820.557861
	Iteration 17Q: 3 clusters Score -665053.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -665065.937500 Penalty: 820.557861
	Iteration 18Q: 3 clusters Score -665065.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -665076.687500 Penalty: 820.557861
	Iteration 19Q: 3 clusters Score -665076.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -665082.000000 Penalty: 820.557861
	Iteration 20F: 3 clusters Score -665082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -665087.625000 Penalty: 820.557861
	Iteration 21Q: 3 clusters Score -665087.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -665091.750000 Penalty: 820.557861
	Iteration 22Q: 3 clusters Score -665091.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -665093.937500 Penalty: 820.557861
	Iteration 23Q: 3 clusters Score -665093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -665094.625000 Penalty: 820.557861
	Iteration 24Q: 3 clusters Score -665094.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -665098.750000 Penalty: 820.557861
	Iteration 25Q: 3 clusters Score -665098.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -665105.562500 Penalty: 820.557861
	Iteration 26Q: 3 clusters Score -665105.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -665110.812500 Penalty: 820.557861
	Iteration 27Q: 3 clusters Score -665110.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -665115.875000 Penalty: 820.557861
	Iteration 28Q: 3 clusters Score -665115.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -665122.437500 Penalty: 820.557861
	Iteration 29Q: 3 clusters Score -665122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -665129.375000 Penalty: 820.557861
	Iteration 30Q: 3 clusters Score -665129.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -665135.375000 Penalty: 820.557861
	Iteration 31Q: 3 clusters Score -665135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -665135.375000 Penalty: 820.557861
	Iteration 32Q: 3 clusters Score -665135.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -665136.562500 Penalty: 820.557861
	Iteration 33Q: 3 clusters Score -665136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -665134.812500 Penalty: 820.557861
	Iteration 34Q: 3 clusters Score -665134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -665136.562500 Penalty: 820.557861
	Iteration 35Q: 3 clusters Score -665136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -665136.437500 Penalty: 820.557861
	Iteration 36Q: 3 clusters Score -665136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -665136.437500 Penalty: 820.557861
	Iteration 37Q: 3 clusters Score -665136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -665138.062500 Penalty: 820.557861
	Iteration 38Q: 3 clusters Score -665138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -665139.125000 Penalty: 820.557861
	Iteration 39Q: 3 clusters Score -665139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -665140.000000 Penalty: 820.557861
	Iteration 40F: 3 clusters Score -665140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -665140.500000 Penalty: 820.557861
	Iteration 41Q: 3 clusters Score -665140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -665139.125000 Penalty: 820.557861
	Iteration 42Q: 3 clusters Score -665139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -665138.687500 Penalty: 820.557861
	Iteration 43Q: 3 clusters Score -665138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -665139.562500 Penalty: 820.557861
	Iteration 44Q: 3 clusters Score -665139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -665139.125000 Penalty: 820.557861
	Iteration 45Q: 3 clusters Score -665139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -665141.062500 Penalty: 820.557861
	Iteration 46Q: 3 clusters Score -665141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -665142.437500 Penalty: 820.557861
	Iteration 47Q: 3 clusters Score -665142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -665141.437500 Penalty: 820.557861
	Iteration 48Q: 3 clusters Score -665141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -665141.125000 Penalty: 820.557861
	Iteration 49Q: 3 clusters Score -665141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -665141.687500 Penalty: 820.557861
	Iteration 50Q: 3 clusters Score -665141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -665141.250000 Penalty: 820.557861
	Iteration 51Q: 3 clusters Score -665141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -665141.250000 Penalty: 820.557861
	Iteration 52Q: 3 clusters Score -665141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -665139.750000 Penalty: 820.557861
	Iteration 53Q: 3 clusters Score -665139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -665141.937500 Penalty: 820.557861
	Iteration 54Q: 3 clusters Score -665141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -665141.937500 Penalty: 820.557861
	Iteration 55Q: 3 clusters Score -665141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -665143.062500 Penalty: 820.557861
	Iteration 56Q: 3 clusters Score -665143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -665142.187500 Penalty: 820.557861
	Iteration 57Q: 3 clusters Score -665142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -665143.187500 Penalty: 820.557861
	Iteration 58Q: 3 clusters Score -665143.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -665143.375000 Penalty: 820.557861
	Iteration 59Q: 3 clusters Score -665143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -665143.375000 Penalty: 820.557861
	Iteration 60F: 3 clusters Score -665143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -61561.273438 Penalty: 308.589752
	Iteration 0F: 2 clusters Score -61561.27 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 431 members 
Entering Unmasked Estep 
Score: -60833.593750 Penalty: 617.179504
	Iteration 0F: 3 clusters Score -60833.59 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61057.660156 Penalty: 617.179504
	Iteration 1F: 3 clusters Score -61057.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61111.363281 Penalty: 617.179504
	Iteration 2F: 3 clusters Score -61111.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61155.398438 Penalty: 617.179504
	Iteration 3F: 3 clusters Score -61155.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61188.878906 Penalty: 617.179504
	Iteration 4F: 3 clusters Score -61188.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61227.433594 Penalty: 617.179504
	Iteration 5F: 3 clusters Score -61227.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61253.785156 Penalty: 617.179504
	Iteration 6Q: 3 clusters Score -61253.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -61280.847656 Penalty: 617.179504
	Iteration 7Q: 3 clusters Score -61280.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61297.714844 Penalty: 617.179504
	Iteration 8Q: 3 clusters Score -61297.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -61315.445312 Penalty: 617.179504
	Iteration 9Q: 3 clusters Score -61315.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -61331.503906 Penalty: 617.179504
	Iteration 10Q: 3 clusters Score -61331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -61341.953125 Penalty: 617.179504
	Iteration 11Q: 3 clusters Score -61341.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -61346.476562 Penalty: 617.179504
	Iteration 12Q: 3 clusters Score -61346.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61347.652344 Penalty: 617.179504
	Iteration 13Q: 3 clusters Score -61347.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -61349.027344 Penalty: 617.179504
	Iteration 14Q: 3 clusters Score -61349.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61351.847656 Penalty: 617.179504
	Iteration 15Q: 3 clusters Score -61351.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -61352.375000 Penalty: 617.179504
	Iteration 16Q: 3 clusters Score -61352.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -61352.375000 Penalty: 617.179504
	Iteration 17F: 3 clusters Score -61352.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -541929.562500 Penalty: 399.700256
	Iteration 0F: 2 clusters Score -541929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -537576.687500 Penalty: 799.400513
	Iteration 0F: 3 clusters Score -537576.7 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -539375.937500 Penalty: 799.400513
	Iteration 1F: 3 clusters Score -539375.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -539560.000000 Penalty: 799.400513
	Iteration 2F: 3 clusters Score -539560 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -539744.125000 Penalty: 799.400513
	Iteration 3F: 3 clusters Score -539744.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -539914.812500 Penalty: 799.400513
	Iteration 4F: 3 clusters Score -539914.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -540085.312500 Penalty: 799.400513
	Iteration 5F: 3 clusters Score -540085.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -540242.750000 Penalty: 799.400513
	Iteration 6Q: 3 clusters Score -540242.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -540411.000000 Penalty: 799.400513
	Iteration 7Q: 3 clusters Score -540411 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -540597.437500 Penalty: 799.400513
	Iteration 8Q: 3 clusters Score -540597.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -540763.000000 Penalty: 799.400513
	Iteration 9Q: 3 clusters Score -540763 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -540919.250000 Penalty: 799.400513
	Iteration 10Q: 3 clusters Score -540919.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -541058.625000 Penalty: 799.400513
	Iteration 11Q: 3 clusters Score -541058.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -541172.812500 Penalty: 799.400513
	Iteration 12Q: 3 clusters Score -541172.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -541256.000000 Penalty: 799.400513
	Iteration 13Q: 3 clusters Score -541256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -541320.187500 Penalty: 799.400513
	Iteration 14Q: 3 clusters Score -541320.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -541364.125000 Penalty: 799.400513
	Iteration 15Q: 3 clusters Score -541364.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -541409.250000 Penalty: 799.400513
	Iteration 16Q: 3 clusters Score -541409.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -541449.187500 Penalty: 799.400513
	Iteration 17Q: 3 clusters Score -541449.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -541468.125000 Penalty: 799.400513
	Iteration 18Q: 3 clusters Score -541468.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -541481.750000 Penalty: 799.400513
	Iteration 19Q: 3 clusters Score -541481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -541493.375000 Penalty: 799.400513
	Iteration 20F: 3 clusters Score -541493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -541499.250000 Penalty: 799.400513
	Iteration 21Q: 3 clusters Score -541499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -541496.375000 Penalty: 799.400513
	Iteration 22Q: 3 clusters Score -541496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -541500.875000 Penalty: 799.400513
	Iteration 23Q: 3 clusters Score -541500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -541504.625000 Penalty: 799.400513
	Iteration 24Q: 3 clusters Score -541504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -541509.125000 Penalty: 799.400513
	Iteration 25Q: 3 clusters Score -541509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -541511.625000 Penalty: 799.400513
	Iteration 26Q: 3 clusters Score -541511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -541521.125000 Penalty: 799.400513
	Iteration 27Q: 3 clusters Score -541521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -541521.000000 Penalty: 799.400513
	Iteration 28Q: 3 clusters Score -541521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -541522.562500 Penalty: 799.400513
	Iteration 29Q: 3 clusters Score -541522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -541524.250000 Penalty: 799.400513
	Iteration 30Q: 3 clusters Score -541524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -541528.125000 Penalty: 799.400513
	Iteration 31Q: 3 clusters Score -541528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -541529.687500 Penalty: 799.400513
	Iteration 32Q: 3 clusters Score -541529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -541528.875000 Penalty: 799.400513
	Iteration 33Q: 3 clusters Score -541528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -541530.937500 Penalty: 799.400513
	Iteration 34Q: 3 clusters Score -541530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -541534.000000 Penalty: 799.400513
	Iteration 35Q: 3 clusters Score -541534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -541532.875000 Penalty: 799.400513
	Iteration 36Q: 3 clusters Score -541532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -541537.437500 Penalty: 799.400513
	Iteration 37Q: 3 clusters Score -541537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -541542.687500 Penalty: 799.400513
	Iteration 38Q: 3 clusters Score -541542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -541545.250000 Penalty: 799.400513
	Iteration 39Q: 3 clusters Score -541545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -541547.687500 Penalty: 799.400513
	Iteration 40F: 3 clusters Score -541547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -541563.875000 Penalty: 799.400513
	Iteration 41Q: 3 clusters Score -541563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -541566.250000 Penalty: 799.400513
	Iteration 42Q: 3 clusters Score -541566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -541566.875000 Penalty: 799.400513
	Iteration 43Q: 3 clusters Score -541566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -541564.562500 Penalty: 799.400513
	Iteration 44Q: 3 clusters Score -541564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -541565.250000 Penalty: 799.400513
	Iteration 45Q: 3 clusters Score -541565.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -541566.500000 Penalty: 799.400513
	Iteration 46Q: 3 clusters Score -541566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -541566.937500 Penalty: 799.400513
	Iteration 47Q: 3 clusters Score -541566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -541568.000000 Penalty: 799.400513
	Iteration 48Q: 3 clusters Score -541568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -541568.000000 Penalty: 799.400513
	Iteration 49F: 3 clusters Score -541568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 155 members 
Entering Unmasked Estep 
Score: -20814.189453 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20814.19 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20915.613281 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20915.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20953.800781 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20978.462891 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20978.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20994.464844 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20994.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21007.902344 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -21007.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21056.400391 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21067.847656 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21067.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21083.394531 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21083.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21094.876953 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21094.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21100.933594 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -21100.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21109.476562 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -21109.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21110.355469 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -21110.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21110.986328 Penalty: 522.321167
	Iteration 13Q: 3 clusters Score -21110.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21110.986328 Penalty: 522.321167
	Iteration 14F: 3 clusters Score -21110.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Entering Unmasked Estep 
Score: -1207933.375000 Penalty: 438.151733
	Iteration 0F: 2 clusters Score -1207933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1197843.875000 Penalty: 876.303467
	Iteration 0F: 3 clusters Score -1197844 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1201971.125000 Penalty: 876.303467
	Iteration 1F: 3 clusters Score -1201971 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1202286.500000 Penalty: 876.303467
	Iteration 2Q: 3 clusters Score -1202286 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1202810.500000 Penalty: 876.303467
	Iteration 3F: 3 clusters Score -1202810 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1203700.750000 Penalty: 876.303467
	Iteration 4F: 3 clusters Score -1203701 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1204830.250000 Penalty: 876.303467
	Iteration 5F: 3 clusters Score -1204830 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1205640.375000 Penalty: 876.303467
	Iteration 6F: 3 clusters Score -1205640 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1206048.625000 Penalty: 876.303467
	Iteration 7Q: 3 clusters Score -1206049 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1206274.000000 Penalty: 876.303467
	Iteration 8Q: 3 clusters Score -1206274 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1206455.125000 Penalty: 876.303467
	Iteration 9Q: 3 clusters Score -1206455 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1206661.875000 Penalty: 876.303467
	Iteration 10Q: 3 clusters Score -1206662 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1206918.000000 Penalty: 876.303467
	Iteration 11Q: 3 clusters Score -1206918 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1207113.125000 Penalty: 876.303467
	Iteration 12Q: 3 clusters Score -1207113 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1207216.375000 Penalty: 876.303467
	Iteration 13Q: 3 clusters Score -1207216 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1207263.375000 Penalty: 876.303467
	Iteration 14Q: 3 clusters Score -1207263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1207278.875000 Penalty: 876.303467
	Iteration 15Q: 3 clusters Score -1207279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1207291.500000 Penalty: 876.303467
	Iteration 16Q: 3 clusters Score -1207292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1207297.375000 Penalty: 876.303467
	Iteration 17Q: 3 clusters Score -1207297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1207299.250000 Penalty: 876.303467
	Iteration 18Q: 3 clusters Score -1207299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1207299.500000 Penalty: 876.303467
	Iteration 19Q: 3 clusters Score -1207300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1207304.875000 Penalty: 876.303467
	Iteration 20F: 3 clusters Score -1207305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1207297.750000 Penalty: 876.303467
	Iteration 21Q: 3 clusters Score -1207298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1207299.375000 Penalty: 876.303467
	Iteration 22Q: 3 clusters Score -1207299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1207298.125000 Penalty: 876.303467
	Iteration 23Q: 3 clusters Score -1207298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1207303.000000 Penalty: 876.303467
	Iteration 24Q: 3 clusters Score -1207303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1207298.250000 Penalty: 876.303467
	Iteration 25Q: 3 clusters Score -1207298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1207300.500000 Penalty: 876.303467
	Iteration 26Q: 3 clusters Score -1207300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1207298.625000 Penalty: 876.303467
	Iteration 27Q: 3 clusters Score -1207299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1207297.875000 Penalty: 876.303467
	Iteration 28Q: 3 clusters Score -1207298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1207298.750000 Penalty: 876.303467
	Iteration 29Q: 3 clusters Score -1207299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1207300.250000 Penalty: 876.303467
	Iteration 30Q: 3 clusters Score -1207300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1207300.500000 Penalty: 876.303467
	Iteration 31Q: 3 clusters Score -1207300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1207302.500000 Penalty: 876.303467
	Iteration 32Q: 3 clusters Score -1207302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1207296.875000 Penalty: 876.303467
	Iteration 33Q: 3 clusters Score -1207297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1207299.625000 Penalty: 876.303467
	Iteration 34Q: 3 clusters Score -1207300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1207299.625000 Penalty: 876.303467
	Iteration 35Q: 3 clusters Score -1207300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1207297.000000 Penalty: 876.303467
	Iteration 36Q: 3 clusters Score -1207297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1207296.875000 Penalty: 876.303467
	Iteration 37Q: 3 clusters Score -1207297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1207294.250000 Penalty: 876.303467
	Iteration 38Q: 3 clusters Score -1207294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1207293.750000 Penalty: 876.303467
	Iteration 39Q: 3 clusters Score -1207294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1207293.375000 Penalty: 876.303467
	Iteration 40F: 3 clusters Score -1207293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1207294.125000 Penalty: 876.303467
	Iteration 41Q: 3 clusters Score -1207294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1207293.000000 Penalty: 876.303467
	Iteration 42Q: 3 clusters Score -1207293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1207294.125000 Penalty: 876.303467
	Iteration 43Q: 3 clusters Score -1207294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1207295.375000 Penalty: 876.303467
	Iteration 44Q: 3 clusters Score -1207295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1207295.875000 Penalty: 876.303467
	Iteration 45Q: 3 clusters Score -1207296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1207298.250000 Penalty: 876.303467
	Iteration 46Q: 3 clusters Score -1207298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1207298.875000 Penalty: 876.303467
	Iteration 47Q: 3 clusters Score -1207299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1207296.750000 Penalty: 876.303467
	Iteration 48Q: 3 clusters Score -1207297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1207297.625000 Penalty: 876.303467
	Iteration 49Q: 3 clusters Score -1207298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1207296.125000 Penalty: 876.303467
	Iteration 50Q: 3 clusters Score -1207296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1207300.000000 Penalty: 876.303467
	Iteration 51Q: 3 clusters Score -1207300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1207297.125000 Penalty: 876.303467
	Iteration 52Q: 3 clusters Score -1207297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1207297.000000 Penalty: 876.303467
	Iteration 53Q: 3 clusters Score -1207297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1207292.250000 Penalty: 876.303467
	Iteration 54Q: 3 clusters Score -1207292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1207291.750000 Penalty: 876.303467
	Iteration 55Q: 3 clusters Score -1207292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1207290.500000 Penalty: 876.303467
	Iteration 56Q: 3 clusters Score -1207290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1207290.125000 Penalty: 876.303467
	Iteration 57Q: 3 clusters Score -1207290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1207293.375000 Penalty: 876.303467
	Iteration 58Q: 3 clusters Score -1207293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1207293.125000 Penalty: 876.303467
	Iteration 59Q: 3 clusters Score -1207293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1207291.250000 Penalty: 876.303467
	Iteration 60F: 3 clusters Score -1207291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1207288.375000 Penalty: 876.303467
	Iteration 61Q: 3 clusters Score -1207288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1207285.125000 Penalty: 876.303467
	Iteration 62Q: 3 clusters Score -1207285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1207285.375000 Penalty: 876.303467
	Iteration 63Q: 3 clusters Score -1207285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1207285.000000 Penalty: 876.303467
	Iteration 64Q: 3 clusters Score -1207285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1207286.000000 Penalty: 876.303467
	Iteration 65Q: 3 clusters Score -1207286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1207286.625000 Penalty: 876.303467
	Iteration 66Q: 3 clusters Score -1207287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1207286.750000 Penalty: 876.303467
	Iteration 67Q: 3 clusters Score -1207287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1207288.625000 Penalty: 876.303467
	Iteration 68Q: 3 clusters Score -1207289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1207287.750000 Penalty: 876.303467
	Iteration 69Q: 3 clusters Score -1207288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1207287.375000 Penalty: 876.303467
	Iteration 70Q: 3 clusters Score -1207287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1207285.250000 Penalty: 876.303467
	Iteration 71Q: 3 clusters Score -1207285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1207287.750000 Penalty: 876.303467
	Iteration 72Q: 3 clusters Score -1207288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1207286.375000 Penalty: 876.303467
	Iteration 73Q: 3 clusters Score -1207286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1207286.875000 Penalty: 876.303467
	Iteration 74Q: 3 clusters Score -1207287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1207286.750000 Penalty: 876.303467
	Iteration 75Q: 3 clusters Score -1207287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1207286.125000 Penalty: 876.303467
	Iteration 76Q: 3 clusters Score -1207286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1207287.250000 Penalty: 876.303467
	Iteration 77Q: 3 clusters Score -1207287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1207288.250000 Penalty: 876.303467
	Iteration 78Q: 3 clusters Score -1207288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1207288.250000 Penalty: 876.303467
	Iteration 79F: 3 clusters Score -1207288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -1381088.875000 Penalty: 443.090790
	Iteration 0F: 2 clusters Score -1381089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1369851.000000 Penalty: 886.181580
	Iteration 0F: 3 clusters Score -1369851 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1374389.250000 Penalty: 886.181580
	Iteration 1F: 3 clusters Score -1374389 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1374634.125000 Penalty: 886.181580
	Iteration 2Q: 3 clusters Score -1374634 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1374917.125000 Penalty: 886.181580
	Iteration 3Q: 3 clusters Score -1374917 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1375281.375000 Penalty: 886.181580
	Iteration 4Q: 3 clusters Score -1375281 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1375787.500000 Penalty: 886.181580
	Iteration 5Q: 3 clusters Score -1375788 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1376503.250000 Penalty: 886.181580
	Iteration 6F: 3 clusters Score -1376503 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1377296.250000 Penalty: 886.181580
	Iteration 7F: 3 clusters Score -1377296 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1378099.625000 Penalty: 886.181580
	Iteration 8F: 3 clusters Score -1378100 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1378641.375000 Penalty: 886.181580
	Iteration 9Q: 3 clusters Score -1378641 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1379000.250000 Penalty: 886.181580
	Iteration 10Q: 3 clusters Score -1379000 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1379278.500000 Penalty: 886.181580
	Iteration 11Q: 3 clusters Score -1379278 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1379620.375000 Penalty: 886.181580
	Iteration 12Q: 3 clusters Score -1379620 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1379924.125000 Penalty: 886.181580
	Iteration 13Q: 3 clusters Score -1379924 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1380166.750000 Penalty: 886.181580
	Iteration 14Q: 3 clusters Score -1380167 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1380352.875000 Penalty: 886.181580
	Iteration 15Q: 3 clusters Score -1380353 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1380495.250000 Penalty: 886.181580
	Iteration 16Q: 3 clusters Score -1380495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1380571.500000 Penalty: 886.181580
	Iteration 17Q: 3 clusters Score -1380572 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1380619.125000 Penalty: 886.181580
	Iteration 18Q: 3 clusters Score -1380619 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1380639.625000 Penalty: 886.181580
	Iteration 19Q: 3 clusters Score -1380640 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1380658.250000 Penalty: 886.181580
	Iteration 20F: 3 clusters Score -1380658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1380665.250000 Penalty: 886.181580
	Iteration 21Q: 3 clusters Score -1380665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1380670.875000 Penalty: 886.181580
	Iteration 22Q: 3 clusters Score -1380671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1380678.750000 Penalty: 886.181580
	Iteration 23Q: 3 clusters Score -1380679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1380679.875000 Penalty: 886.181580
	Iteration 24Q: 3 clusters Score -1380680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1380682.750000 Penalty: 886.181580
	Iteration 25Q: 3 clusters Score -1380683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1380683.500000 Penalty: 886.181580
	Iteration 26Q: 3 clusters Score -1380684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1380684.625000 Penalty: 886.181580
	Iteration 27Q: 3 clusters Score -1380685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1380684.625000 Penalty: 886.181580
	Iteration 28Q: 3 clusters Score -1380685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1380684.500000 Penalty: 886.181580
	Iteration 29Q: 3 clusters Score -1380684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1380682.625000 Penalty: 886.181580
	Iteration 30Q: 3 clusters Score -1380683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1380685.125000 Penalty: 886.181580
	Iteration 31Q: 3 clusters Score -1380685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1380684.625000 Penalty: 886.181580
	Iteration 32Q: 3 clusters Score -1380685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1380684.625000 Penalty: 886.181580
	Iteration 33F: 3 clusters Score -1380685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -95379.593750 Penalty: 326.380219
	Iteration 0F: 2 clusters Score -95379.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -94385.687500 Penalty: 652.760437
	Iteration 0F: 3 clusters Score -94385.69 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -94796.593750 Penalty: 652.760437
	Iteration 1F: 3 clusters Score -94796.59 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94930.734375 Penalty: 652.760437
	Iteration 2F: 3 clusters Score -94930.73 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -95015.046875 Penalty: 652.760437
	Iteration 3F: 3 clusters Score -95015.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95073.710938 Penalty: 652.760437
	Iteration 4F: 3 clusters Score -95073.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95116.265625 Penalty: 652.760437
	Iteration 5Q: 3 clusters Score -95116.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95142.117188 Penalty: 652.760437
	Iteration 6Q: 3 clusters Score -95142.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95157.781250 Penalty: 652.760437
	Iteration 7Q: 3 clusters Score -95157.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95168.453125 Penalty: 652.760437
	Iteration 8Q: 3 clusters Score -95168.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95181.945312 Penalty: 652.760437
	Iteration 9Q: 3 clusters Score -95181.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95191.867188 Penalty: 652.760437
	Iteration 10Q: 3 clusters Score -95191.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95199.882812 Penalty: 652.760437
	Iteration 11Q: 3 clusters Score -95199.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95208.484375 Penalty: 652.760437
	Iteration 12Q: 3 clusters Score -95208.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95212.929688 Penalty: 652.760437
	Iteration 13Q: 3 clusters Score -95212.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95215.890625 Penalty: 652.760437
	Iteration 14Q: 3 clusters Score -95215.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95218.203125 Penalty: 652.760437
	Iteration 15Q: 3 clusters Score -95218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95222.359375 Penalty: 652.760437
	Iteration 16Q: 3 clusters Score -95222.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95225.351562 Penalty: 652.760437
	Iteration 17Q: 3 clusters Score -95225.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -95227.593750 Penalty: 652.760437
	Iteration 18Q: 3 clusters Score -95227.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95228.789062 Penalty: 652.760437
	Iteration 19Q: 3 clusters Score -95228.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95229.421875 Penalty: 652.760437
	Iteration 20F: 3 clusters Score -95229.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95229.671875 Penalty: 652.760437
	Iteration 21Q: 3 clusters Score -95229.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95230.132812 Penalty: 652.760437
	Iteration 22Q: 3 clusters Score -95230.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95230.406250 Penalty: 652.760437
	Iteration 23Q: 3 clusters Score -95230.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95230.625000 Penalty: 652.760437
	Iteration 24Q: 3 clusters Score -95230.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95230.828125 Penalty: 652.760437
	Iteration 25Q: 3 clusters Score -95230.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95231.015625 Penalty: 652.760437
	Iteration 26Q: 3 clusters Score -95231.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95231.234375 Penalty: 652.760437
	Iteration 27Q: 3 clusters Score -95231.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95231.234375 Penalty: 652.760437
	Iteration 28F: 3 clusters Score -95231.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15164.436523 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15164.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14870.016602 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14870.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14952.458008 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14952.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14966.569336 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14966.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14975.777344 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14975.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14976.796875 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14976.951172 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14976.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14976.951172 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -14976.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40750.066406 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -40750.07 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 290 members 
Entering Unmasked Estep 
Score: -40219.000000 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -40219 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -40397.582031 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -40397.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40440.449219 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -40440.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40463.164062 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -40463.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -40476.332031 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -40476.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -40488.718750 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -40488.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40496.878906 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -40496.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40501.570312 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -40501.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40505.035156 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -40505.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40506.679688 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -40506.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40507.550781 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -40507.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40508.289062 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -40508.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40508.605469 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -40508.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40508.605469 Penalty: 579.348816
	Iteration 13F: 3 clusters Score -40508.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -587579.687500 Penalty: 403.589600
	Iteration 0F: 2 clusters Score -587579.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -582863.562500 Penalty: 807.179199
	Iteration 0F: 3 clusters Score -582863.6 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -584669.562500 Penalty: 807.179199
	Iteration 1F: 3 clusters Score -584669.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -584771.250000 Penalty: 807.179199
	Iteration 2Q: 3 clusters Score -584771.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -584929.125000 Penalty: 807.179199
	Iteration 3Q: 3 clusters Score -584929.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -585126.437500 Penalty: 807.179199
	Iteration 4F: 3 clusters Score -585126.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -585408.875000 Penalty: 807.179199
	Iteration 5F: 3 clusters Score -585408.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -585770.312500 Penalty: 807.179199
	Iteration 6F: 3 clusters Score -585770.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -586184.937500 Penalty: 807.179199
	Iteration 7F: 3 clusters Score -586184.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -586669.062500 Penalty: 807.179199
	Iteration 8F: 3 clusters Score -586669.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -586918.437500 Penalty: 807.179199
	Iteration 9Q: 3 clusters Score -586918.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -587046.375000 Penalty: 807.179199
	Iteration 10Q: 3 clusters Score -587046.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -587149.562500 Penalty: 807.179199
	Iteration 11Q: 3 clusters Score -587149.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -587179.125000 Penalty: 807.179199
	Iteration 12Q: 3 clusters Score -587179.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -587202.687500 Penalty: 807.179199
	Iteration 13Q: 3 clusters Score -587202.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -587221.812500 Penalty: 807.179199
	Iteration 14Q: 3 clusters Score -587221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -587228.750000 Penalty: 807.179199
	Iteration 15Q: 3 clusters Score -587228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -587237.625000 Penalty: 807.179199
	Iteration 16Q: 3 clusters Score -587237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -587238.375000 Penalty: 807.179199
	Iteration 17Q: 3 clusters Score -587238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -587241.750000 Penalty: 807.179199
	Iteration 18Q: 3 clusters Score -587241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -587241.750000 Penalty: 807.179199
	Iteration 19F: 3 clusters Score -587241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -541353.750000 Penalty: 401.146576
	Iteration 0F: 2 clusters Score -541353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -536897.500000 Penalty: 802.293152
	Iteration 0F: 3 clusters Score -536897.5 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -538684.312500 Penalty: 802.293152
	Iteration 1F: 3 clusters Score -538684.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -538862.250000 Penalty: 802.293152
	Iteration 2F: 3 clusters Score -538862.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -539072.000000 Penalty: 802.293152
	Iteration 3F: 3 clusters Score -539072 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -539307.937500 Penalty: 802.293152
	Iteration 4F: 3 clusters Score -539307.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -539615.000000 Penalty: 802.293152
	Iteration 5F: 3 clusters Score -539615 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -540026.812500 Penalty: 802.293152
	Iteration 6F: 3 clusters Score -540026.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -540377.187500 Penalty: 802.293152
	Iteration 7F: 3 clusters Score -540377.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -540560.375000 Penalty: 802.293152
	Iteration 8F: 3 clusters Score -540560.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -540680.875000 Penalty: 802.293152
	Iteration 9Q: 3 clusters Score -540680.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -540782.125000 Penalty: 802.293152
	Iteration 10Q: 3 clusters Score -540782.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -540888.875000 Penalty: 802.293152
	Iteration 11Q: 3 clusters Score -540888.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -541007.875000 Penalty: 802.293152
	Iteration 12Q: 3 clusters Score -541007.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -541125.750000 Penalty: 802.293152
	Iteration 13Q: 3 clusters Score -541125.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -541199.000000 Penalty: 802.293152
	Iteration 14Q: 3 clusters Score -541199 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -541251.125000 Penalty: 802.293152
	Iteration 15Q: 3 clusters Score -541251.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -541283.375000 Penalty: 802.293152
	Iteration 16Q: 3 clusters Score -541283.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -541305.250000 Penalty: 802.293152
	Iteration 17Q: 3 clusters Score -541305.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -541314.687500 Penalty: 802.293152
	Iteration 18Q: 3 clusters Score -541314.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -541320.562500 Penalty: 802.293152
	Iteration 19Q: 3 clusters Score -541320.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -541322.375000 Penalty: 802.293152
	Iteration 20F: 3 clusters Score -541322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -541324.125000 Penalty: 802.293152
	Iteration 21Q: 3 clusters Score -541324.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -541325.062500 Penalty: 802.293152
	Iteration 22Q: 3 clusters Score -541325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -541324.687500 Penalty: 802.293152
	Iteration 23Q: 3 clusters Score -541324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -541325.062500 Penalty: 802.293152
	Iteration 24Q: 3 clusters Score -541325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -541326.750000 Penalty: 802.293152
	Iteration 25Q: 3 clusters Score -541326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -541326.375000 Penalty: 802.293152
	Iteration 26Q: 3 clusters Score -541326.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -541326.437500 Penalty: 802.293152
	Iteration 27Q: 3 clusters Score -541326.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -541326.812500 Penalty: 802.293152
	Iteration 28Q: 3 clusters Score -541326.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -541327.500000 Penalty: 802.293152
	Iteration 29Q: 3 clusters Score -541327.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -541328.312500 Penalty: 802.293152
	Iteration 30Q: 3 clusters Score -541328.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -541329.250000 Penalty: 802.293152
	Iteration 31Q: 3 clusters Score -541329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -541329.125000 Penalty: 802.293152
	Iteration 32Q: 3 clusters Score -541329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -541329.875000 Penalty: 802.293152
	Iteration 33Q: 3 clusters Score -541329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -541331.625000 Penalty: 802.293152
	Iteration 34Q: 3 clusters Score -541331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -541329.875000 Penalty: 802.293152
	Iteration 35Q: 3 clusters Score -541329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -541330.312500 Penalty: 802.293152
	Iteration 36Q: 3 clusters Score -541330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -541331.625000 Penalty: 802.293152
	Iteration 37Q: 3 clusters Score -541331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -541333.562500 Penalty: 802.293152
	Iteration 38Q: 3 clusters Score -541333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -541333.875000 Penalty: 802.293152
	Iteration 39Q: 3 clusters Score -541333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -541334.000000 Penalty: 802.293152
	Iteration 40F: 3 clusters Score -541334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -541335.312500 Penalty: 802.293152
	Iteration 41Q: 3 clusters Score -541335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -541335.937500 Penalty: 802.293152
	Iteration 42Q: 3 clusters Score -541335.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -541337.437500 Penalty: 802.293152
	Iteration 43Q: 3 clusters Score -541337.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -541335.687500 Penalty: 802.293152
	Iteration 44Q: 3 clusters Score -541335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -541336.250000 Penalty: 802.293152
	Iteration 45Q: 3 clusters Score -541336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -541336.062500 Penalty: 802.293152
	Iteration 46Q: 3 clusters Score -541336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -541335.687500 Penalty: 802.293152
	Iteration 47Q: 3 clusters Score -541335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -541335.687500 Penalty: 802.293152
	Iteration 48F: 3 clusters Score -541335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9938.952148 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9938.952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9731.508789 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9731.509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9851.689453 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9851.689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9888.892578 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9888.893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9913.328125 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -9913.328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9928.028320 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9928.028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9946.343750 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9946.344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9956.401367 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9956.401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9970.030273 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9970.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9975.503906 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -9975.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9975.503906 Penalty: 460.118378
	Iteration 9F: 3 clusters Score -9975.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8243 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15210 members 
Mstep: Class 38 contains 16954 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7116 members 
Mstep: Class 43 contains 6744 members 
Mstep: Class 44 contains 86 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9150 members 
Mstep: Class 47 contains 621 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18271 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 21308 members 
Mstep: Class 62 contains 12828 members 
Mstep: Class 63 contains 15290 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12356 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17907 members 
Mstep: Class 68 contains 24484 members 
Mstep: Class 69 contains 22196 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36192 members 
Mstep: Class 72 contains 23116 members 
Mstep: Class 73 contains 14165 members 
Mstep: Class 74 contains 9678 members 
Mstep: Class 75 contains 33591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19775 members 
Mstep: Class 78 contains 71 members 
Entering Unmasked Estep 
Score: -42175140.000000 Penalty: 46951.042969
Splitting cluster 44 changes total score from -42176156.000000 to -42175140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -67806.039062 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -67806.04 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 505 members 
Entering Unmasked Estep 
Score: -66985.976562 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -66985.98 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -67241.562500 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -67241.56 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67323.914062 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -67323.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67371.687500 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -67371.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -67418.093750 Penalty: 629.150085
	Iteration 4F: 3 clusters Score -67418.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67442.070312 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -67442.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67456.085938 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -67456.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67472.625000 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -67472.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67487.445312 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -67487.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67500.367188 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -67500.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -67510.531250 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -67510.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67519.609375 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -67519.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67524.195312 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -67524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67530.812500 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -67530.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -67537.968750 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -67537.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -67551.875000 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -67551.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67569.648438 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -67569.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -67573.882812 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -67573.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -67580.984375 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -67580.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -67587.796875 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -67587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -67595.960938 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -67595.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -67601.570312 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -67601.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67604.468750 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -67604.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -67611.593750 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -67611.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -67622.718750 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -67622.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67639.367188 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -67639.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -67650.625000 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -67650.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -67660.320312 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -67660.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67665.679688 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -67665.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -67672.570312 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -67672.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -67677.312500 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -67677.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -67679.687500 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -67679.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -67682.218750 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -67682.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67683.429688 Penalty: 629.150085
	Iteration 33Q: 3 clusters Score -67683.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67684.226562 Penalty: 629.150085
	Iteration 34Q: 3 clusters Score -67684.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -67684.703125 Penalty: 629.150085
	Iteration 35Q: 3 clusters Score -67684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -67684.703125 Penalty: 629.150085
	Iteration 36F: 3 clusters Score -67684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -752879.937500 Penalty: 415.028687
	Iteration 0F: 2 clusters Score -752879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -746809.687500 Penalty: 830.057373
	Iteration 0F: 3 clusters Score -746809.7 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -749110.937500 Penalty: 830.057373
	Iteration 1F: 3 clusters Score -749110.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -749203.125000 Penalty: 830.057373
	Iteration 2Q: 3 clusters Score -749203.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -749279.125000 Penalty: 830.057373
	Iteration 3Q: 3 clusters Score -749279.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -749370.937500 Penalty: 830.057373
	Iteration 4Q: 3 clusters Score -749370.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -749489.312500 Penalty: 830.057373
	Iteration 5Q: 3 clusters Score -749489.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -749647.687500 Penalty: 830.057373
	Iteration 6Q: 3 clusters Score -749647.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -749864.187500 Penalty: 830.057373
	Iteration 7Q: 3 clusters Score -749864.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -750155.125000 Penalty: 830.057373
	Iteration 8F: 3 clusters Score -750155.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -750473.062500 Penalty: 830.057373
	Iteration 9F: 3 clusters Score -750473.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -750774.500000 Penalty: 830.057373
	Iteration 10Q: 3 clusters Score -750774.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -751012.437500 Penalty: 830.057373
	Iteration 11Q: 3 clusters Score -751012.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -751219.500000 Penalty: 830.057373
	Iteration 12Q: 3 clusters Score -751219.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -751353.125000 Penalty: 830.057373
	Iteration 13Q: 3 clusters Score -751353.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -751451.437500 Penalty: 830.057373
	Iteration 14Q: 3 clusters Score -751451.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -751562.250000 Penalty: 830.057373
	Iteration 15Q: 3 clusters Score -751562.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -751666.625000 Penalty: 830.057373
	Iteration 16Q: 3 clusters Score -751666.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -751749.687500 Penalty: 830.057373
	Iteration 17Q: 3 clusters Score -751749.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -751837.875000 Penalty: 830.057373
	Iteration 18Q: 3 clusters Score -751837.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -751916.750000 Penalty: 830.057373
	Iteration 19Q: 3 clusters Score -751916.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -751979.812500 Penalty: 830.057373
	Iteration 20F: 3 clusters Score -751979.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -752071.875000 Penalty: 830.057373
	Iteration 21Q: 3 clusters Score -752071.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -752136.812500 Penalty: 830.057373
	Iteration 22Q: 3 clusters Score -752136.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -752217.562500 Penalty: 830.057373
	Iteration 23Q: 3 clusters Score -752217.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -752294.812500 Penalty: 830.057373
	Iteration 24Q: 3 clusters Score -752294.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -752336.062500 Penalty: 830.057373
	Iteration 25Q: 3 clusters Score -752336.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -752361.375000 Penalty: 830.057373
	Iteration 26Q: 3 clusters Score -752361.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -752389.250000 Penalty: 830.057373
	Iteration 27Q: 3 clusters Score -752389.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -752411.937500 Penalty: 830.057373
	Iteration 28Q: 3 clusters Score -752411.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -752428.937500 Penalty: 830.057373
	Iteration 29Q: 3 clusters Score -752428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -752442.437500 Penalty: 830.057373
	Iteration 30Q: 3 clusters Score -752442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -752453.062500 Penalty: 830.057373
	Iteration 31Q: 3 clusters Score -752453.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -752462.062500 Penalty: 830.057373
	Iteration 32Q: 3 clusters Score -752462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -752471.312500 Penalty: 830.057373
	Iteration 33Q: 3 clusters Score -752471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -752477.562500 Penalty: 830.057373
	Iteration 34Q: 3 clusters Score -752477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -752481.312500 Penalty: 830.057373
	Iteration 35Q: 3 clusters Score -752481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -752484.000000 Penalty: 830.057373
	Iteration 36Q: 3 clusters Score -752484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -752484.937500 Penalty: 830.057373
	Iteration 37Q: 3 clusters Score -752484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -752485.250000 Penalty: 830.057373
	Iteration 38Q: 3 clusters Score -752485.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -752484.000000 Penalty: 830.057373
	Iteration 39Q: 3 clusters Score -752484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -752484.000000 Penalty: 830.057373
	Iteration 40F: 3 clusters Score -752484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -52535.296875 Penalty: 292.625580
	Iteration 0F: 2 clusters Score -52535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51962.097656 Penalty: 585.251160
	Iteration 0F: 3 clusters Score -51962.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52110.160156 Penalty: 585.251160
	Iteration 1F: 3 clusters Score -52110.16 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -52143.511719 Penalty: 585.251160
	Iteration 2F: 3 clusters Score -52143.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -52154.710938 Penalty: 585.251160
	Iteration 3Q: 3 clusters Score -52154.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -52163.300781 Penalty: 585.251160
	Iteration 4Q: 3 clusters Score -52163.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -52174.117188 Penalty: 585.251160
	Iteration 5Q: 3 clusters Score -52174.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -52187.406250 Penalty: 585.251160
	Iteration 6Q: 3 clusters Score -52187.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -52198.730469 Penalty: 585.251160
	Iteration 7Q: 3 clusters Score -52198.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52206.292969 Penalty: 585.251160
	Iteration 8Q: 3 clusters Score -52206.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -52211.539062 Penalty: 585.251160
	Iteration 9Q: 3 clusters Score -52211.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -52219.652344 Penalty: 585.251160
	Iteration 10Q: 3 clusters Score -52219.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -52223.820312 Penalty: 585.251160
	Iteration 11Q: 3 clusters Score -52223.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -52227.937500 Penalty: 585.251160
	Iteration 12Q: 3 clusters Score -52227.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -52230.253906 Penalty: 585.251160
	Iteration 13Q: 3 clusters Score -52230.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -52234.281250 Penalty: 585.251160
	Iteration 14Q: 3 clusters Score -52234.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52236.109375 Penalty: 585.251160
	Iteration 15Q: 3 clusters Score -52236.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -52236.714844 Penalty: 585.251160
	Iteration 16Q: 3 clusters Score -52236.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -52237.957031 Penalty: 585.251160
	Iteration 17Q: 3 clusters Score -52237.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -52238.515625 Penalty: 585.251160
	Iteration 18Q: 3 clusters Score -52238.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -52238.566406 Penalty: 585.251160
	Iteration 19Q: 3 clusters Score -52238.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -52238.335938 Penalty: 585.251160
	Iteration 20F: 3 clusters Score -52238.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -146058.156250 Penalty: 346.719788
	Iteration 0F: 2 clusters Score -146058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144605.546875 Penalty: 693.439575
	Iteration 0F: 3 clusters Score -144605.5 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -145049.921875 Penalty: 693.439575
	Iteration 1F: 3 clusters Score -145049.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -145112.484375 Penalty: 693.439575
	Iteration 2F: 3 clusters Score -145112.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -145181.265625 Penalty: 693.439575
	Iteration 3F: 3 clusters Score -145181.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -145267.437500 Penalty: 693.439575
	Iteration 4F: 3 clusters Score -145267.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -145361.515625 Penalty: 693.439575
	Iteration 5F: 3 clusters Score -145361.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -145452.937500 Penalty: 693.439575
	Iteration 6F: 3 clusters Score -145452.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -145532.093750 Penalty: 693.439575
	Iteration 7F: 3 clusters Score -145532.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -145576.593750 Penalty: 693.439575
	Iteration 8Q: 3 clusters Score -145576.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -145608.234375 Penalty: 693.439575
	Iteration 9Q: 3 clusters Score -145608.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -145627.656250 Penalty: 693.439575
	Iteration 10Q: 3 clusters Score -145627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -145639.093750 Penalty: 693.439575
	Iteration 11Q: 3 clusters Score -145639.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -145647.718750 Penalty: 693.439575
	Iteration 12Q: 3 clusters Score -145647.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -145656.343750 Penalty: 693.439575
	Iteration 13Q: 3 clusters Score -145656.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -145665.953125 Penalty: 693.439575
	Iteration 14Q: 3 clusters Score -145666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -145675.906250 Penalty: 693.439575
	Iteration 15Q: 3 clusters Score -145675.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -145681.609375 Penalty: 693.439575
	Iteration 16Q: 3 clusters Score -145681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -145683.140625 Penalty: 693.439575
	Iteration 17Q: 3 clusters Score -145683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145683.953125 Penalty: 693.439575
	Iteration 18Q: 3 clusters Score -145684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145684.203125 Penalty: 693.439575
	Iteration 19Q: 3 clusters Score -145684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145684.281250 Penalty: 693.439575
	Iteration 20F: 3 clusters Score -145684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -145684.578125 Penalty: 693.439575
	Iteration 21Q: 3 clusters Score -145684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145684.796875 Penalty: 693.439575
	Iteration 22Q: 3 clusters Score -145684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -145684.796875 Penalty: 693.439575
	Iteration 23F: 3 clusters Score -145684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -15180.996094 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15181 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 177 members 
Entering Unmasked Estep 
Score: -14816.985352 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14816.99 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15025.726562 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15025.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15067.845703 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15067.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15078.435547 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -15078.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -15088.110352 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15088.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15097.750000 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15097.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15106.191406 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15106.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15109.995117 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15111.108398 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15111.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15113.394531 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15113.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15115.377930 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15115.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -15115.377930 Penalty: 533.590454
	Iteration 11F: 3 clusters Score -15115.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -24511.382812 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -24511.38 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 199 members 
Entering Unmasked Estep 
Score: -24081.207031 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -24081.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24232.949219 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -24232.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24299.527344 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -24299.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24328.265625 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -24328.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24340.998047 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -24341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24343.806641 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -24343.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24348.423828 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -24348.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24350.060547 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -24350.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24351.466797 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -24351.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24352.724609 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -24352.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24356.044922 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -24356.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24360.322266 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -24360.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24362.787109 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -24362.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24369.597656 Penalty: 545.903259
	Iteration 13Q: 3 clusters Score -24369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24380.427734 Penalty: 545.903259
	Iteration 14Q: 3 clusters Score -24380.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24389.064453 Penalty: 545.903259
	Iteration 15Q: 3 clusters Score -24389.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24397.000000 Penalty: 545.903259
	Iteration 16Q: 3 clusters Score -24397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24405.683594 Penalty: 545.903259
	Iteration 17Q: 3 clusters Score -24405.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24411.156250 Penalty: 545.903259
	Iteration 18Q: 3 clusters Score -24411.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24414.953125 Penalty: 545.903259
	Iteration 19Q: 3 clusters Score -24414.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24417.220703 Penalty: 545.903259
	Iteration 20F: 3 clusters Score -24417.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24420.244141 Penalty: 545.903259
	Iteration 21Q: 3 clusters Score -24420.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24421.515625 Penalty: 545.903259
	Iteration 22Q: 3 clusters Score -24421.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24424.261719 Penalty: 545.903259
	Iteration 23Q: 3 clusters Score -24424.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24424.261719 Penalty: 545.903259
	Iteration 24F: 3 clusters Score -24424.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -135825.296875 Penalty: 342.880280
	Iteration 0F: 2 clusters Score -135825.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -134473.328125 Penalty: 685.760559
	Iteration 0F: 3 clusters Score -134473.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134909.859375 Penalty: 685.760559
	Iteration 1F: 3 clusters Score -134909.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -135009.140625 Penalty: 685.760559
	Iteration 2F: 3 clusters Score -135009.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135101.078125 Penalty: 685.760559
	Iteration 3F: 3 clusters Score -135101.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135202.218750 Penalty: 685.760559
	Iteration 4F: 3 clusters Score -135202.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -135290.265625 Penalty: 685.760559
	Iteration 5F: 3 clusters Score -135290.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -135368.671875 Penalty: 685.760559
	Iteration 6F: 3 clusters Score -135368.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -135425.953125 Penalty: 685.760559
	Iteration 7Q: 3 clusters Score -135426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -135463.265625 Penalty: 685.760559
	Iteration 8Q: 3 clusters Score -135463.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -135488.578125 Penalty: 685.760559
	Iteration 9Q: 3 clusters Score -135488.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -135514.328125 Penalty: 685.760559
	Iteration 10Q: 3 clusters Score -135514.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -135527.703125 Penalty: 685.760559
	Iteration 11Q: 3 clusters Score -135527.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -135543.984375 Penalty: 685.760559
	Iteration 12Q: 3 clusters Score -135544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -135553.984375 Penalty: 685.760559
	Iteration 13Q: 3 clusters Score -135554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -135564.578125 Penalty: 685.760559
	Iteration 14Q: 3 clusters Score -135564.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -135579.437500 Penalty: 685.760559
	Iteration 15Q: 3 clusters Score -135579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -135589.843750 Penalty: 685.760559
	Iteration 16Q: 3 clusters Score -135589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -135592.265625 Penalty: 685.760559
	Iteration 17Q: 3 clusters Score -135592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -135595.015625 Penalty: 685.760559
	Iteration 18Q: 3 clusters Score -135595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -135595.984375 Penalty: 685.760559
	Iteration 19Q: 3 clusters Score -135596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -135597.375000 Penalty: 685.760559
	Iteration 20F: 3 clusters Score -135597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -135599.046875 Penalty: 685.760559
	Iteration 21Q: 3 clusters Score -135599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -135599.046875 Penalty: 685.760559
	Iteration 22F: 3 clusters Score -135599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10540.929688 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10265.041992 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10265.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10390.725586 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10390.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10455.664062 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10455.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10486.872070 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -10486.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10504.918945 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10504.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10509.874023 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10509.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10529.435547 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10529.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10533.970703 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -10533.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10541.745117 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -10541.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10547.012695 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -10547.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10547.982422 Penalty: 490.820129
	Iteration 10Q: 3 clusters Score -10547.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10547.982422 Penalty: 490.820129
	Iteration 11F: 3 clusters Score -10547.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8243 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15210 members 
Mstep: Class 38 contains 16954 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7116 members 
Mstep: Class 43 contains 6744 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9150 members 
Mstep: Class 47 contains 621 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 127 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18271 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 21308 members 
Mstep: Class 62 contains 12828 members 
Mstep: Class 63 contains 15290 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12356 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17907 members 
Mstep: Class 68 contains 24484 members 
Mstep: Class 69 contains 22196 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36192 members 
Mstep: Class 72 contains 23116 members 
Mstep: Class 73 contains 14165 members 
Mstep: Class 74 contains 9678 members 
Mstep: Class 75 contains 33591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19775 members 
Mstep: Class 78 contains 93 members 
Entering Unmasked Estep 
Score: -42175124.000000 Penalty: 46951.042969
Splitting cluster 52 changes total score from -42176156.000000 to -42175124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 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 106 members 
Entering Unmasked Estep 
Score: -14526.260742 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14526.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14599.578125 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14599.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14629.565430 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14629.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14634.115234 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -14634.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14637.280273 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14637.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14644.187500 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14644.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14646.654297 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14646.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14649.347656 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14649.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14649.690430 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -14649.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14649.690430 Penalty: 497.208710
	Iteration 9F: 3 clusters Score -14649.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Entering Unmasked Estep 
Score: -1490833.625000 Penalty: 446.494690
	Iteration 0F: 2 clusters Score -1490834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1479140.125000 Penalty: 892.989380
	Iteration 0F: 3 clusters Score -1479140 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1484882.375000 Penalty: 892.989380
	Iteration 1F: 3 clusters Score -1484882 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1486079.125000 Penalty: 892.989380
	Iteration 2F: 3 clusters Score -1486079 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1487709.625000 Penalty: 892.989380
	Iteration 3F: 3 clusters Score -1487710 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1488943.375000 Penalty: 892.989380
	Iteration 4F: 3 clusters Score -1488943 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1489564.875000 Penalty: 892.989380
	Iteration 5Q: 3 clusters Score -1489565 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1489968.500000 Penalty: 892.989380
	Iteration 6Q: 3 clusters Score -1489968 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1490183.500000 Penalty: 892.989380
	Iteration 7Q: 3 clusters Score -1490184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1490278.875000 Penalty: 892.989380
	Iteration 8Q: 3 clusters Score -1490279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1490363.500000 Penalty: 892.989380
	Iteration 9Q: 3 clusters Score -1490364 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1490436.375000 Penalty: 892.989380
	Iteration 10Q: 3 clusters Score -1490436 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1490459.625000 Penalty: 892.989380
	Iteration 11Q: 3 clusters Score -1490460 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1490489.750000 Penalty: 892.989380
	Iteration 12Q: 3 clusters Score -1490490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1490519.500000 Penalty: 892.989380
	Iteration 13Q: 3 clusters Score -1490520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1490532.000000 Penalty: 892.989380
	Iteration 14Q: 3 clusters Score -1490532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1490530.500000 Penalty: 892.989380
	Iteration 15Q: 3 clusters Score -1490530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1490536.000000 Penalty: 892.989380
	Iteration 16Q: 3 clusters Score -1490536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1490533.000000 Penalty: 892.989380
	Iteration 17Q: 3 clusters Score -1490533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1490537.500000 Penalty: 892.989380
	Iteration 18Q: 3 clusters Score -1490538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1490538.250000 Penalty: 892.989380
	Iteration 19Q: 3 clusters Score -1490538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1490542.125000 Penalty: 892.989380
	Iteration 20F: 3 clusters Score -1490542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1490540.250000 Penalty: 892.989380
	Iteration 21Q: 3 clusters Score -1490540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1490543.625000 Penalty: 892.989380
	Iteration 22Q: 3 clusters Score -1490544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1490546.250000 Penalty: 892.989380
	Iteration 23Q: 3 clusters Score -1490546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1490543.500000 Penalty: 892.989380
	Iteration 24Q: 3 clusters Score -1490544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1490545.750000 Penalty: 892.989380
	Iteration 25Q: 3 clusters Score -1490546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1490545.750000 Penalty: 892.989380
	Iteration 26Q: 3 clusters Score -1490546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1490546.000000 Penalty: 892.989380
	Iteration 27Q: 3 clusters Score -1490546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1490544.750000 Penalty: 892.989380
	Iteration 28Q: 3 clusters Score -1490545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1490543.750000 Penalty: 892.989380
	Iteration 29Q: 3 clusters Score -1490544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1490543.750000 Penalty: 892.989380
	Iteration 30F: 3 clusters Score -1490544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14107.879883 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -14107.88 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 117 members 
Entering Unmasked Estep 
Score: -13846.715820 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -13846.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13952.577148 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -13952.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13979.880859 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -13979.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13997.917969 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -13997.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13999.291992 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -13999.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14000.192383 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -14000.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14000.192383 Penalty: 489.989075
	Iteration 6F: 3 clusters Score -14000.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -518798.968750 Penalty: 398.721741
	Iteration 0F: 2 clusters Score -518799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -514470.375000 Penalty: 797.443481
	Iteration 0F: 3 clusters Score -514470.4 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -516098.625000 Penalty: 797.443481
	Iteration 1F: 3 clusters Score -516098.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -516337.125000 Penalty: 797.443481
	Iteration 2F: 3 clusters Score -516337.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -516723.625000 Penalty: 797.443481
	Iteration 3F: 3 clusters Score -516723.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -517255.718750 Penalty: 797.443481
	Iteration 4F: 3 clusters Score -517255.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -517805.968750 Penalty: 797.443481
	Iteration 5F: 3 clusters Score -517806 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -518175.250000 Penalty: 797.443481
	Iteration 6F: 3 clusters Score -518175.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -518364.781250 Penalty: 797.443481
	Iteration 7Q: 3 clusters Score -518364.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -518414.187500 Penalty: 797.443481
	Iteration 8Q: 3 clusters Score -518414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -518429.687500 Penalty: 797.443481
	Iteration 9Q: 3 clusters Score -518429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -518430.343750 Penalty: 797.443481
	Iteration 10Q: 3 clusters Score -518430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -518431.093750 Penalty: 797.443481
	Iteration 11Q: 3 clusters Score -518431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -518431.093750 Penalty: 797.443481
	Iteration 12F: 3 clusters Score -518431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -187504.531250 Penalty: 351.662933
	Iteration 0F: 2 clusters Score -187504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -185903.593750 Penalty: 703.325867
	Iteration 0F: 3 clusters Score -185903.6 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -186385.390625 Penalty: 703.325867
	Iteration 1F: 3 clusters Score -186385.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186433.328125 Penalty: 703.325867
	Iteration 2F: 3 clusters Score -186433.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186480.468750 Penalty: 703.325867
	Iteration 3F: 3 clusters Score -186480.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186527.031250 Penalty: 703.325867
	Iteration 4Q: 3 clusters Score -186527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -186578.531250 Penalty: 703.325867
	Iteration 5Q: 3 clusters Score -186578.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -186646.031250 Penalty: 703.325867
	Iteration 6Q: 3 clusters Score -186646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -186740.468750 Penalty: 703.325867
	Iteration 7F: 3 clusters Score -186740.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -186852.828125 Penalty: 703.325867
	Iteration 8F: 3 clusters Score -186852.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -186956.625000 Penalty: 703.325867
	Iteration 9F: 3 clusters Score -186956.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -187043.328125 Penalty: 703.325867
	Iteration 10Q: 3 clusters Score -187043.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -187106.406250 Penalty: 703.325867
	Iteration 11Q: 3 clusters Score -187106.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -187148.343750 Penalty: 703.325867
	Iteration 12Q: 3 clusters Score -187148.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -187177.171875 Penalty: 703.325867
	Iteration 13Q: 3 clusters Score -187177.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -187196.078125 Penalty: 703.325867
	Iteration 14Q: 3 clusters Score -187196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -187203.359375 Penalty: 703.325867
	Iteration 15Q: 3 clusters Score -187203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -187209.828125 Penalty: 703.325867
	Iteration 16Q: 3 clusters Score -187209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -187214.828125 Penalty: 703.325867
	Iteration 17Q: 3 clusters Score -187214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -187216.406250 Penalty: 703.325867
	Iteration 18Q: 3 clusters Score -187216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -187216.406250 Penalty: 703.325867
	Iteration 19F: 3 clusters Score -187216.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -40230.957031 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -40230.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -39736.320312 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -39736.32 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39845.386719 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -39845.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39877.617188 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -39877.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39898.949219 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -39898.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39910.468750 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -39910.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39914.839844 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -39914.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -39920.156250 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -39920.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -39923.437500 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -39923.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -39927.976562 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -39927.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39934.531250 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -39934.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -39939.414062 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -39939.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -39942.558594 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -39942.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -39945.617188 Penalty: 572.195129
	Iteration 12Q: 3 clusters Score -39945.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39949.917969 Penalty: 572.195129
	Iteration 13Q: 3 clusters Score -39949.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39956.230469 Penalty: 572.195129
	Iteration 14Q: 3 clusters Score -39956.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39958.335938 Penalty: 572.195129
	Iteration 15Q: 3 clusters Score -39958.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39958.562500 Penalty: 572.195129
	Iteration 16Q: 3 clusters Score -39958.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39958.562500 Penalty: 572.195129
	Iteration 17F: 3 clusters Score -39958.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9760.192383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9760.192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9524.141602 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9524.142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9611.282227 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9611.282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9653.556641 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9653.557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9671.289062 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -9671.289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9676.935547 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9676.936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9685.194336 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9685.194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9690.124023 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9690.124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9691.168945 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9691.169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9691.168945 Penalty: 477.479187
	Iteration 8F: 3 clusters Score -9691.169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Entering Unmasked Estep 
Score: -1434177.625000 Penalty: 445.206604
	Iteration 0F: 2 clusters Score -1434178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1422436.125000 Penalty: 890.413208
	Iteration 0F: 3 clusters Score -1422436 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1427344.875000 Penalty: 890.413208
	Iteration 1F: 3 clusters Score -1427345 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1427817.000000 Penalty: 890.413208
	Iteration 2Q: 3 clusters Score -1427817 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1428654.125000 Penalty: 890.413208
	Iteration 3F: 3 clusters Score -1428654 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1429904.625000 Penalty: 890.413208
	Iteration 4F: 3 clusters Score -1429905 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1431187.625000 Penalty: 890.413208
	Iteration 5F: 3 clusters Score -1431188 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1431952.375000 Penalty: 890.413208
	Iteration 6F: 3 clusters Score -1431952 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1432312.875000 Penalty: 890.413208
	Iteration 7Q: 3 clusters Score -1432313 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1432524.250000 Penalty: 890.413208
	Iteration 8Q: 3 clusters Score -1432524 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1432703.625000 Penalty: 890.413208
	Iteration 9Q: 3 clusters Score -1432704 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1432895.375000 Penalty: 890.413208
	Iteration 10Q: 3 clusters Score -1432895 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1433108.250000 Penalty: 890.413208
	Iteration 11Q: 3 clusters Score -1433108 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1433357.250000 Penalty: 890.413208
	Iteration 12Q: 3 clusters Score -1433357 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1433529.250000 Penalty: 890.413208
	Iteration 13Q: 3 clusters Score -1433529 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1433615.000000 Penalty: 890.413208
	Iteration 14Q: 3 clusters Score -1433615 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1433644.750000 Penalty: 890.413208
	Iteration 15Q: 3 clusters Score -1433645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1433659.375000 Penalty: 890.413208
	Iteration 16Q: 3 clusters Score -1433659 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1433667.375000 Penalty: 890.413208
	Iteration 17Q: 3 clusters Score -1433667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1433672.250000 Penalty: 890.413208
	Iteration 18Q: 3 clusters Score -1433672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1433667.500000 Penalty: 890.413208
	Iteration 19Q: 3 clusters Score -1433668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1433683.000000 Penalty: 890.413208
	Iteration 20F: 3 clusters Score -1433683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1433686.625000 Penalty: 890.413208
	Iteration 21Q: 3 clusters Score -1433687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1433687.375000 Penalty: 890.413208
	Iteration 22Q: 3 clusters Score -1433687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1433687.125000 Penalty: 890.413208
	Iteration 23Q: 3 clusters Score -1433687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1433689.625000 Penalty: 890.413208
	Iteration 24Q: 3 clusters Score -1433690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1433691.750000 Penalty: 890.413208
	Iteration 25Q: 3 clusters Score -1433692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1433691.375000 Penalty: 890.413208
	Iteration 26Q: 3 clusters Score -1433691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1433689.000000 Penalty: 890.413208
	Iteration 27Q: 3 clusters Score -1433689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1433686.625000 Penalty: 890.413208
	Iteration 28Q: 3 clusters Score -1433687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1433688.625000 Penalty: 890.413208
	Iteration 29Q: 3 clusters Score -1433689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1433687.375000 Penalty: 890.413208
	Iteration 30Q: 3 clusters Score -1433687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1433687.625000 Penalty: 890.413208
	Iteration 31Q: 3 clusters Score -1433688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1433680.500000 Penalty: 890.413208
	Iteration 32Q: 3 clusters Score -1433680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1433674.250000 Penalty: 890.413208
	Iteration 33Q: 3 clusters Score -1433674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1433681.125000 Penalty: 890.413208
	Iteration 34Q: 3 clusters Score -1433681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1433680.750000 Penalty: 890.413208
	Iteration 35Q: 3 clusters Score -1433681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1433677.500000 Penalty: 890.413208
	Iteration 36Q: 3 clusters Score -1433678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1433678.625000 Penalty: 890.413208
	Iteration 37Q: 3 clusters Score -1433679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1433676.875000 Penalty: 890.413208
	Iteration 38Q: 3 clusters Score -1433677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1433677.750000 Penalty: 890.413208
	Iteration 39Q: 3 clusters Score -1433678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1433676.500000 Penalty: 890.413208
	Iteration 40F: 3 clusters Score -1433676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1433674.375000 Penalty: 890.413208
	Iteration 41Q: 3 clusters Score -1433674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1433671.500000 Penalty: 890.413208
	Iteration 42Q: 3 clusters Score -1433672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1433671.125000 Penalty: 890.413208
	Iteration 43Q: 3 clusters Score -1433671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1433668.000000 Penalty: 890.413208
	Iteration 44Q: 3 clusters Score -1433668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1433667.250000 Penalty: 890.413208
	Iteration 45Q: 3 clusters Score -1433667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1433668.125000 Penalty: 890.413208
	Iteration 46Q: 3 clusters Score -1433668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1433665.250000 Penalty: 890.413208
	Iteration 47Q: 3 clusters Score -1433665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1433664.750000 Penalty: 890.413208
	Iteration 48Q: 3 clusters Score -1433665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1433666.875000 Penalty: 890.413208
	Iteration 49Q: 3 clusters Score -1433667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1433667.375000 Penalty: 890.413208
	Iteration 50Q: 3 clusters Score -1433667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1433663.375000 Penalty: 890.413208
	Iteration 51Q: 3 clusters Score -1433663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1433662.375000 Penalty: 890.413208
	Iteration 52Q: 3 clusters Score -1433662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1433660.625000 Penalty: 890.413208
	Iteration 53Q: 3 clusters Score -1433661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1433659.750000 Penalty: 890.413208
	Iteration 54Q: 3 clusters Score -1433660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1433661.375000 Penalty: 890.413208
	Iteration 55Q: 3 clusters Score -1433661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1433659.250000 Penalty: 890.413208
	Iteration 56Q: 3 clusters Score -1433659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1433658.250000 Penalty: 890.413208
	Iteration 57Q: 3 clusters Score -1433658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1433660.875000 Penalty: 890.413208
	Iteration 58Q: 3 clusters Score -1433661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1433657.125000 Penalty: 890.413208
	Iteration 59Q: 3 clusters Score -1433657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1433653.750000 Penalty: 890.413208
	Iteration 60F: 3 clusters Score -1433654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1433653.250000 Penalty: 890.413208
	Iteration 61Q: 3 clusters Score -1433653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1433652.625000 Penalty: 890.413208
	Iteration 62Q: 3 clusters Score -1433653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1433653.625000 Penalty: 890.413208
	Iteration 63Q: 3 clusters Score -1433654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1433652.750000 Penalty: 890.413208
	Iteration 64Q: 3 clusters Score -1433653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1433651.000000 Penalty: 890.413208
	Iteration 65Q: 3 clusters Score -1433651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1433649.000000 Penalty: 890.413208
	Iteration 66Q: 3 clusters Score -1433649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1433653.250000 Penalty: 890.413208
	Iteration 67Q: 3 clusters Score -1433653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1433651.125000 Penalty: 890.413208
	Iteration 68Q: 3 clusters Score -1433651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1433656.875000 Penalty: 890.413208
	Iteration 69Q: 3 clusters Score -1433657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1433651.125000 Penalty: 890.413208
	Iteration 70Q: 3 clusters Score -1433651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1433650.250000 Penalty: 890.413208
	Iteration 71Q: 3 clusters Score -1433650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1433649.625000 Penalty: 890.413208
	Iteration 72Q: 3 clusters Score -1433650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1433651.000000 Penalty: 890.413208
	Iteration 73Q: 3 clusters Score -1433651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1433650.625000 Penalty: 890.413208
	Iteration 74Q: 3 clusters Score -1433651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1433650.625000 Penalty: 890.413208
	Iteration 75Q: 3 clusters Score -1433651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1433650.125000 Penalty: 890.413208
	Iteration 76Q: 3 clusters Score -1433650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1433650.125000 Penalty: 890.413208
	Iteration 77Q: 3 clusters Score -1433650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1433647.750000 Penalty: 890.413208
	Iteration 78Q: 3 clusters Score -1433648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1433648.375000 Penalty: 890.413208
	Iteration 79Q: 3 clusters Score -1433648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1433647.375000 Penalty: 890.413208
	Iteration 80F: 3 clusters Score -1433647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1433646.500000 Penalty: 890.413208
	Iteration 81Q: 3 clusters Score -1433646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1433641.125000 Penalty: 890.413208
	Iteration 82Q: 3 clusters Score -1433641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1433642.375000 Penalty: 890.413208
	Iteration 83Q: 3 clusters Score -1433642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1433641.875000 Penalty: 890.413208
	Iteration 84Q: 3 clusters Score -1433642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1433645.000000 Penalty: 890.413208
	Iteration 85Q: 3 clusters Score -1433645 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1433642.875000 Penalty: 890.413208
	Iteration 86Q: 3 clusters Score -1433643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1433639.625000 Penalty: 890.413208
	Iteration 87Q: 3 clusters Score -1433640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1433638.750000 Penalty: 890.413208
	Iteration 88Q: 3 clusters Score -1433639 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1433641.000000 Penalty: 890.413208
	Iteration 89Q: 3 clusters Score -1433641 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1433641.875000 Penalty: 890.413208
	Iteration 90Q: 3 clusters Score -1433642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1433645.750000 Penalty: 890.413208
	Iteration 91Q: 3 clusters Score -1433646 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1433647.250000 Penalty: 890.413208
	Iteration 92Q: 3 clusters Score -1433647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1433644.375000 Penalty: 890.413208
	Iteration 93Q: 3 clusters Score -1433644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1433644.750000 Penalty: 890.413208
	Iteration 94Q: 3 clusters Score -1433645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1433650.375000 Penalty: 890.413208
	Iteration 95Q: 3 clusters Score -1433650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1433647.375000 Penalty: 890.413208
	Iteration 96Q: 3 clusters Score -1433647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1433642.375000 Penalty: 890.413208
	Iteration 97Q: 3 clusters Score -1433642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1433637.375000 Penalty: 890.413208
	Iteration 98Q: 3 clusters Score -1433637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1433640.250000 Penalty: 890.413208
	Iteration 99Q: 3 clusters Score -1433640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1433642.125000 Penalty: 890.413208
	Iteration 100F: 3 clusters Score -1433642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1433641.125000 Penalty: 890.413208
	Iteration 101Q: 3 clusters Score -1433641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1433643.875000 Penalty: 890.413208
	Iteration 102Q: 3 clusters Score -1433644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1433643.125000 Penalty: 890.413208
	Iteration 103Q: 3 clusters Score -1433643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1433635.250000 Penalty: 890.413208
	Iteration 104Q: 3 clusters Score -1433635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1433633.500000 Penalty: 890.413208
	Iteration 105Q: 3 clusters Score -1433634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1433635.250000 Penalty: 890.413208
	Iteration 106Q: 3 clusters Score -1433635 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1433637.875000 Penalty: 890.413208
	Iteration 107Q: 3 clusters Score -1433638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1433642.250000 Penalty: 890.413208
	Iteration 108Q: 3 clusters Score -1433642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1433644.375000 Penalty: 890.413208
	Iteration 109Q: 3 clusters Score -1433644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1433646.500000 Penalty: 890.413208
	Iteration 110Q: 3 clusters Score -1433646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1433639.375000 Penalty: 890.413208
	Iteration 111Q: 3 clusters Score -1433639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1433646.000000 Penalty: 890.413208
	Iteration 112Q: 3 clusters Score -1433646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1433653.750000 Penalty: 890.413208
	Iteration 113Q: 3 clusters Score -1433654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1433651.625000 Penalty: 890.413208
	Iteration 114Q: 3 clusters Score -1433652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1433653.625000 Penalty: 890.413208
	Iteration 115Q: 3 clusters Score -1433654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1433655.750000 Penalty: 890.413208
	Iteration 116Q: 3 clusters Score -1433656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1433659.125000 Penalty: 890.413208
	Iteration 117Q: 3 clusters Score -1433659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1433665.500000 Penalty: 890.413208
	Iteration 118Q: 3 clusters Score -1433666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1433662.000000 Penalty: 890.413208
	Iteration 119Q: 3 clusters Score -1433662 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1433670.625000 Penalty: 890.413208
	Iteration 120F: 3 clusters Score -1433671 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1433674.500000 Penalty: 890.413208
	Iteration 121Q: 3 clusters Score -1433674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1433687.500000 Penalty: 890.413208
	Iteration 122Q: 3 clusters Score -1433688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1433685.375000 Penalty: 890.413208
	Iteration 123Q: 3 clusters Score -1433685 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1433691.500000 Penalty: 890.413208
	Iteration 124Q: 3 clusters Score -1433692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1433694.375000 Penalty: 890.413208
	Iteration 125Q: 3 clusters Score -1433694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1433700.125000 Penalty: 890.413208
	Iteration 126Q: 3 clusters Score -1433700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1433710.250000 Penalty: 890.413208
	Iteration 127Q: 3 clusters Score -1433710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1433707.500000 Penalty: 890.413208
	Iteration 128Q: 3 clusters Score -1433708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1433717.375000 Penalty: 890.413208
	Iteration 129Q: 3 clusters Score -1433717 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1433720.250000 Penalty: 890.413208
	Iteration 130Q: 3 clusters Score -1433720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1433722.250000 Penalty: 890.413208
	Iteration 131Q: 3 clusters Score -1433722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1433724.125000 Penalty: 890.413208
	Iteration 132Q: 3 clusters Score -1433724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1433726.000000 Penalty: 890.413208
	Iteration 133Q: 3 clusters Score -1433726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1433720.500000 Penalty: 890.413208
	Iteration 134Q: 3 clusters Score -1433720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1433726.500000 Penalty: 890.413208
	Iteration 135Q: 3 clusters Score -1433726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1433723.500000 Penalty: 890.413208
	Iteration 136Q: 3 clusters Score -1433724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1433726.625000 Penalty: 890.413208
	Iteration 137Q: 3 clusters Score -1433727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1433729.750000 Penalty: 890.413208
	Iteration 138Q: 3 clusters Score -1433730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1433725.375000 Penalty: 890.413208
	Iteration 139Q: 3 clusters Score -1433725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1433731.000000 Penalty: 890.413208
	Iteration 140F: 3 clusters Score -1433731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1433729.250000 Penalty: 890.413208
	Iteration 141Q: 3 clusters Score -1433729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1433729.750000 Penalty: 890.413208
	Iteration 142Q: 3 clusters Score -1433730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1433728.375000 Penalty: 890.413208
	Iteration 143Q: 3 clusters Score -1433728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1433729.125000 Penalty: 890.413208
	Iteration 144Q: 3 clusters Score -1433729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1433732.625000 Penalty: 890.413208
	Iteration 145Q: 3 clusters Score -1433733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1433737.500000 Penalty: 890.413208
	Iteration 146Q: 3 clusters Score -1433738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1433741.750000 Penalty: 890.413208
	Iteration 147Q: 3 clusters Score -1433742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1433742.375000 Penalty: 890.413208
	Iteration 148Q: 3 clusters Score -1433742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1433742.875000 Penalty: 890.413208
	Iteration 149Q: 3 clusters Score -1433743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1433747.250000 Penalty: 890.413208
	Iteration 150Q: 3 clusters Score -1433747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1433742.500000 Penalty: 890.413208
	Iteration 151Q: 3 clusters Score -1433742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1433743.625000 Penalty: 890.413208
	Iteration 152Q: 3 clusters Score -1433744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1433744.625000 Penalty: 890.413208
	Iteration 153Q: 3 clusters Score -1433745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1433742.125000 Penalty: 890.413208
	Iteration 154Q: 3 clusters Score -1433742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1433744.000000 Penalty: 890.413208
	Iteration 155Q: 3 clusters Score -1433744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1433742.500000 Penalty: 890.413208
	Iteration 156Q: 3 clusters Score -1433742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1433745.875000 Penalty: 890.413208
	Iteration 157Q: 3 clusters Score -1433746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1433754.250000 Penalty: 890.413208
	Iteration 158Q: 3 clusters Score -1433754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1433750.500000 Penalty: 890.413208
	Iteration 159Q: 3 clusters Score -1433750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1433752.875000 Penalty: 890.413208
	Iteration 160F: 3 clusters Score -1433753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1433755.375000 Penalty: 890.413208
	Iteration 161Q: 3 clusters Score -1433755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1433760.875000 Penalty: 890.413208
	Iteration 162Q: 3 clusters Score -1433761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1433755.625000 Penalty: 890.413208
	Iteration 163Q: 3 clusters Score -1433756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1433760.000000 Penalty: 890.413208
	Iteration 164Q: 3 clusters Score -1433760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1433765.250000 Penalty: 890.413208
	Iteration 165Q: 3 clusters Score -1433765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1433763.500000 Penalty: 890.413208
	Iteration 166Q: 3 clusters Score -1433764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1433767.375000 Penalty: 890.413208
	Iteration 167Q: 3 clusters Score -1433767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1433764.750000 Penalty: 890.413208
	Iteration 168Q: 3 clusters Score -1433765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1433764.000000 Penalty: 890.413208
	Iteration 169Q: 3 clusters Score -1433764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1433766.375000 Penalty: 890.413208
	Iteration 170Q: 3 clusters Score -1433766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1433765.125000 Penalty: 890.413208
	Iteration 171Q: 3 clusters Score -1433765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1433766.500000 Penalty: 890.413208
	Iteration 172Q: 3 clusters Score -1433766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1433767.000000 Penalty: 890.413208
	Iteration 173Q: 3 clusters Score -1433767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1433767.500000 Penalty: 890.413208
	Iteration 174Q: 3 clusters Score -1433768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1433769.250000 Penalty: 890.413208
	Iteration 175Q: 3 clusters Score -1433769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1433768.250000 Penalty: 890.413208
	Iteration 176Q: 3 clusters Score -1433768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1433768.875000 Penalty: 890.413208
	Iteration 177Q: 3 clusters Score -1433769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1433769.375000 Penalty: 890.413208
	Iteration 178Q: 3 clusters Score -1433769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1433771.750000 Penalty: 890.413208
	Iteration 179Q: 3 clusters Score -1433772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1433771.750000 Penalty: 890.413208
	Iteration 180F: 3 clusters Score -1433772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (21308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Entering Unmasked Estep 
Score: -1734091.625000 Penalty: 453.491119
	Iteration 0F: 2 clusters Score -1734092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1719910.750000 Penalty: 906.982239
	Iteration 0F: 3 clusters Score -1719911 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1725896.625000 Penalty: 906.982239
	Iteration 1F: 3 clusters Score -1725897 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1726342.750000 Penalty: 906.982239
	Iteration 2Q: 3 clusters Score -1726343 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1727135.000000 Penalty: 906.982239
	Iteration 3F: 3 clusters Score -1727135 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1728390.125000 Penalty: 906.982239
	Iteration 4F: 3 clusters Score -1728390 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1730227.500000 Penalty: 906.982239
	Iteration 5F: 3 clusters Score -1730228 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1731972.625000 Penalty: 906.982239
	Iteration 6F: 3 clusters Score -1731973 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1732757.125000 Penalty: 906.982239
	Iteration 7F: 3 clusters Score -1732757 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1733160.375000 Penalty: 906.982239
	Iteration 8Q: 3 clusters Score -1733160 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1733392.875000 Penalty: 906.982239
	Iteration 9Q: 3 clusters Score -1733393 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1733549.750000 Penalty: 906.982239
	Iteration 10Q: 3 clusters Score -1733550 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1733637.375000 Penalty: 906.982239
	Iteration 11Q: 3 clusters Score -1733637 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1733674.500000 Penalty: 906.982239
	Iteration 12Q: 3 clusters Score -1733674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1733686.500000 Penalty: 906.982239
	Iteration 13Q: 3 clusters Score -1733686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1733704.500000 Penalty: 906.982239
	Iteration 14Q: 3 clusters Score -1733704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1733712.500000 Penalty: 906.982239
	Iteration 15Q: 3 clusters Score -1733712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1733714.375000 Penalty: 906.982239
	Iteration 16Q: 3 clusters Score -1733714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1733713.750000 Penalty: 906.982239
	Iteration 17Q: 3 clusters Score -1733714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1733715.250000 Penalty: 906.982239
	Iteration 18Q: 3 clusters Score -1733715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1733720.500000 Penalty: 906.982239
	Iteration 19Q: 3 clusters Score -1733720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1733725.625000 Penalty: 906.982239
	Iteration 20F: 3 clusters Score -1733726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1733724.000000 Penalty: 906.982239
	Iteration 21Q: 3 clusters Score -1733724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1733723.125000 Penalty: 906.982239
	Iteration 22Q: 3 clusters Score -1733723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733721.125000 Penalty: 906.982239
	Iteration 23Q: 3 clusters Score -1733721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1733722.500000 Penalty: 906.982239
	Iteration 24Q: 3 clusters Score -1733722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733720.625000 Penalty: 906.982239
	Iteration 25Q: 3 clusters Score -1733721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733721.875000 Penalty: 906.982239
	Iteration 26Q: 3 clusters Score -1733722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1733723.750000 Penalty: 906.982239
	Iteration 27Q: 3 clusters Score -1733724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733720.750000 Penalty: 906.982239
	Iteration 28Q: 3 clusters Score -1733721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1733721.875000 Penalty: 906.982239
	Iteration 29Q: 3 clusters Score -1733722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733720.000000 Penalty: 906.982239
	Iteration 30Q: 3 clusters Score -1733720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1733720.000000 Penalty: 906.982239
	Iteration 31F: 3 clusters Score -1733720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1049794.250000 Penalty: 430.402069
	Iteration 0F: 2 clusters Score -1049794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1041229.125000 Penalty: 860.804138
	Iteration 0F: 3 clusters Score -1041229 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1044694.625000 Penalty: 860.804138
	Iteration 1F: 3 clusters Score -1044695 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1044904.125000 Penalty: 860.804138
	Iteration 2Q: 3 clusters Score -1044904 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1045212.500000 Penalty: 860.804138
	Iteration 3F: 3 clusters Score -1045212 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1045709.687500 Penalty: 860.804138
	Iteration 4F: 3 clusters Score -1045710 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1046401.937500 Penalty: 860.804138
	Iteration 5F: 3 clusters Score -1046402 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1047223.812500 Penalty: 860.804138
	Iteration 6F: 3 clusters Score -1047224 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1047999.437500 Penalty: 860.804138
	Iteration 7F: 3 clusters Score -1047999 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1048472.375000 Penalty: 860.804138
	Iteration 8Q: 3 clusters Score -1048472 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1048709.250000 Penalty: 860.804138
	Iteration 9Q: 3 clusters Score -1048709 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1048837.625000 Penalty: 860.804138
	Iteration 10Q: 3 clusters Score -1048838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1048916.000000 Penalty: 860.804138
	Iteration 11Q: 3 clusters Score -1048916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1048981.125000 Penalty: 860.804138
	Iteration 12Q: 3 clusters Score -1048981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1049043.875000 Penalty: 860.804138
	Iteration 13Q: 3 clusters Score -1049044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1049084.375000 Penalty: 860.804138
	Iteration 14Q: 3 clusters Score -1049084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1049124.000000 Penalty: 860.804138
	Iteration 15Q: 3 clusters Score -1049124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1049148.375000 Penalty: 860.804138
	Iteration 16Q: 3 clusters Score -1049148 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1049172.750000 Penalty: 860.804138
	Iteration 17Q: 3 clusters Score -1049173 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1049207.625000 Penalty: 860.804138
	Iteration 18Q: 3 clusters Score -1049208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1049223.375000 Penalty: 860.804138
	Iteration 19Q: 3 clusters Score -1049223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1049239.000000 Penalty: 860.804138
	Iteration 20F: 3 clusters Score -1049239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1049249.625000 Penalty: 860.804138
	Iteration 21Q: 3 clusters Score -1049250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1049255.625000 Penalty: 860.804138
	Iteration 22Q: 3 clusters Score -1049256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1049262.625000 Penalty: 860.804138
	Iteration 23Q: 3 clusters Score -1049263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1049277.500000 Penalty: 860.804138
	Iteration 24Q: 3 clusters Score -1049278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1049281.500000 Penalty: 860.804138
	Iteration 25Q: 3 clusters Score -1049282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1049279.875000 Penalty: 860.804138
	Iteration 26Q: 3 clusters Score -1049280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1049284.125000 Penalty: 860.804138
	Iteration 27Q: 3 clusters Score -1049284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1049287.375000 Penalty: 860.804138
	Iteration 28Q: 3 clusters Score -1049287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1049295.375000 Penalty: 860.804138
	Iteration 29Q: 3 clusters Score -1049295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1049294.000000 Penalty: 860.804138
	Iteration 30Q: 3 clusters Score -1049294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1049292.750000 Penalty: 860.804138
	Iteration 31Q: 3 clusters Score -1049293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1049302.875000 Penalty: 860.804138
	Iteration 32Q: 3 clusters Score -1049303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1049310.250000 Penalty: 860.804138
	Iteration 33Q: 3 clusters Score -1049310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1049312.250000 Penalty: 860.804138
	Iteration 34Q: 3 clusters Score -1049312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1049327.250000 Penalty: 860.804138
	Iteration 35Q: 3 clusters Score -1049327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1049335.500000 Penalty: 860.804138
	Iteration 36Q: 3 clusters Score -1049336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1049334.500000 Penalty: 860.804138
	Iteration 37Q: 3 clusters Score -1049334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049336.750000 Penalty: 860.804138
	Iteration 38Q: 3 clusters Score -1049337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1049337.000000 Penalty: 860.804138
	Iteration 39Q: 3 clusters Score -1049337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1049337.750000 Penalty: 860.804138
	Iteration 40F: 3 clusters Score -1049338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1049337.625000 Penalty: 860.804138
	Iteration 41Q: 3 clusters Score -1049338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049338.125000 Penalty: 860.804138
	Iteration 42Q: 3 clusters Score -1049338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049338.375000 Penalty: 860.804138
	Iteration 43Q: 3 clusters Score -1049338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049337.750000 Penalty: 860.804138
	Iteration 44Q: 3 clusters Score -1049338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1049339.125000 Penalty: 860.804138
	Iteration 45Q: 3 clusters Score -1049339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1049339.125000 Penalty: 860.804138
	Iteration 46F: 3 clusters Score -1049339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (15290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Entering Unmasked Estep 
Score: -1245155.875000 Penalty: 438.390442
	Iteration 0F: 2 clusters Score -1245156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1235042.875000 Penalty: 876.780884
	Iteration 0F: 3 clusters Score -1235043 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1239746.875000 Penalty: 876.780884
	Iteration 1F: 3 clusters Score -1239747 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1240459.375000 Penalty: 876.780884
	Iteration 2F: 3 clusters Score -1240459 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1241392.375000 Penalty: 876.780884
	Iteration 3F: 3 clusters Score -1241392 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1242432.250000 Penalty: 876.780884
	Iteration 4F: 3 clusters Score -1242432 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1243324.500000 Penalty: 876.780884
	Iteration 5F: 3 clusters Score -1243324 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1243997.625000 Penalty: 876.780884
	Iteration 6Q: 3 clusters Score -1243998 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1244384.625000 Penalty: 876.780884
	Iteration 7Q: 3 clusters Score -1244385 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1244555.375000 Penalty: 876.780884
	Iteration 8Q: 3 clusters Score -1244555 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1244653.125000 Penalty: 876.780884
	Iteration 9Q: 3 clusters Score -1244653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1244711.750000 Penalty: 876.780884
	Iteration 10Q: 3 clusters Score -1244712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1244729.375000 Penalty: 876.780884
	Iteration 11Q: 3 clusters Score -1244729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1244740.375000 Penalty: 876.780884
	Iteration 12Q: 3 clusters Score -1244740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1244748.000000 Penalty: 876.780884
	Iteration 13Q: 3 clusters Score -1244748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1244761.375000 Penalty: 876.780884
	Iteration 14Q: 3 clusters Score -1244761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1244768.000000 Penalty: 876.780884
	Iteration 15Q: 3 clusters Score -1244768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1244771.875000 Penalty: 876.780884
	Iteration 16Q: 3 clusters Score -1244772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1244775.125000 Penalty: 876.780884
	Iteration 17Q: 3 clusters Score -1244775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1244777.250000 Penalty: 876.780884
	Iteration 18Q: 3 clusters Score -1244777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1244777.250000 Penalty: 876.780884
	Iteration 19F: 3 clusters Score -1244777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6736.226074 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6736.226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6799.887207 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6799.887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6815.671875 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -6815.672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6818.447754 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -6818.448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6821.084961 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -6821.085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -6821.084961 Penalty: 434.132324
	Iteration 5F: 3 clusters Score -6821.085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (12356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Entering Unmasked Estep 
Score: -1011580.187500 Penalty: 428.696320
	Iteration 0F: 2 clusters Score -1011580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1003329.062500 Penalty: 857.392639
	Iteration 0F: 3 clusters Score -1003329 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1006756.000000 Penalty: 857.392639
	Iteration 1F: 3 clusters Score -1006756 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1007165.000000 Penalty: 857.392639
	Iteration 2F: 3 clusters Score -1007165 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1007827.062500 Penalty: 857.392639
	Iteration 3F: 3 clusters Score -1007827 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1008804.000000 Penalty: 857.392639
	Iteration 4F: 3 clusters Score -1008804 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1009889.500000 Penalty: 857.392639
	Iteration 5F: 3 clusters Score -1009890 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1010671.812500 Penalty: 857.392639
	Iteration 6F: 3 clusters Score -1010672 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1010990.937500 Penalty: 857.392639
	Iteration 7Q: 3 clusters Score -1010991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1011108.375000 Penalty: 857.392639
	Iteration 8Q: 3 clusters Score -1011108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1011160.187500 Penalty: 857.392639
	Iteration 9Q: 3 clusters Score -1011160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1011182.750000 Penalty: 857.392639
	Iteration 10Q: 3 clusters Score -1011183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1011185.875000 Penalty: 857.392639
	Iteration 11Q: 3 clusters Score -1011186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1011191.500000 Penalty: 857.392639
	Iteration 12Q: 3 clusters Score -1011192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1011191.500000 Penalty: 857.392639
	Iteration 13F: 3 clusters Score -1011192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -358956.000000 Penalty: 381.414978
	Iteration 0F: 2 clusters Score -358956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -355982.125000 Penalty: 762.829956
	Iteration 0F: 3 clusters Score -355982.1 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -357047.625000 Penalty: 762.829956
	Iteration 1F: 3 clusters Score -357047.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -357147.718750 Penalty: 762.829956
	Iteration 2F: 3 clusters Score -357147.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -357269.156250 Penalty: 762.829956
	Iteration 3F: 3 clusters Score -357269.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -357399.125000 Penalty: 762.829956
	Iteration 4F: 3 clusters Score -357399.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -357576.500000 Penalty: 762.829956
	Iteration 5F: 3 clusters Score -357576.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -357775.156250 Penalty: 762.829956
	Iteration 6F: 3 clusters Score -357775.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -357960.500000 Penalty: 762.829956
	Iteration 7Q: 3 clusters Score -357960.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -358112.437500 Penalty: 762.829956
	Iteration 8Q: 3 clusters Score -358112.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -358224.406250 Penalty: 762.829956
	Iteration 9Q: 3 clusters Score -358224.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -358327.937500 Penalty: 762.829956
	Iteration 10Q: 3 clusters Score -358327.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -358424.812500 Penalty: 762.829956
	Iteration 11Q: 3 clusters Score -358424.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -358489.218750 Penalty: 762.829956
	Iteration 12Q: 3 clusters Score -358489.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -358531.937500 Penalty: 762.829956
	Iteration 13Q: 3 clusters Score -358531.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -358561.093750 Penalty: 762.829956
	Iteration 14Q: 3 clusters Score -358561.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -358582.968750 Penalty: 762.829956
	Iteration 15Q: 3 clusters Score -358583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -358600.062500 Penalty: 762.829956
	Iteration 16Q: 3 clusters Score -358600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -358608.156250 Penalty: 762.829956
	Iteration 17Q: 3 clusters Score -358608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -358617.968750 Penalty: 762.829956
	Iteration 18Q: 3 clusters Score -358618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -358621.812500 Penalty: 762.829956
	Iteration 19Q: 3 clusters Score -358621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -358627.093750 Penalty: 762.829956
	Iteration 20F: 3 clusters Score -358627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -358630.156250 Penalty: 762.829956
	Iteration 21Q: 3 clusters Score -358630.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -358632.125000 Penalty: 762.829956
	Iteration 22Q: 3 clusters Score -358632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -358633.500000 Penalty: 762.829956
	Iteration 23Q: 3 clusters Score -358633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -358635.000000 Penalty: 762.829956
	Iteration 24Q: 3 clusters Score -358635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -358637.031250 Penalty: 762.829956
	Iteration 25Q: 3 clusters Score -358637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -358637.031250 Penalty: 762.829956
	Iteration 26F: 3 clusters Score -358637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Entering Unmasked Estep 
Score: -1441970.375000 Penalty: 445.579071
	Iteration 0F: 2 clusters Score -1441970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1430004.625000 Penalty: 891.158142
	Iteration 0F: 3 clusters Score -1430005 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1435337.500000 Penalty: 891.158142
	Iteration 1F: 3 clusters Score -1435338 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1435746.500000 Penalty: 891.158142
	Iteration 2Q: 3 clusters Score -1435746 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1436325.000000 Penalty: 891.158142
	Iteration 3F: 3 clusters Score -1436325 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1437129.375000 Penalty: 891.158142
	Iteration 4F: 3 clusters Score -1437129 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1438075.875000 Penalty: 891.158142
	Iteration 5F: 3 clusters Score -1438076 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1438834.000000 Penalty: 891.158142
	Iteration 6F: 3 clusters Score -1438834 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1439216.750000 Penalty: 891.158142
	Iteration 7Q: 3 clusters Score -1439217 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1439415.875000 Penalty: 891.158142
	Iteration 8Q: 3 clusters Score -1439416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1439596.000000 Penalty: 891.158142
	Iteration 9Q: 3 clusters Score -1439596 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1439803.875000 Penalty: 891.158142
	Iteration 10Q: 3 clusters Score -1439804 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1440054.750000 Penalty: 891.158142
	Iteration 11Q: 3 clusters Score -1440055 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1440296.250000 Penalty: 891.158142
	Iteration 12Q: 3 clusters Score -1440296 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1440539.375000 Penalty: 891.158142
	Iteration 13Q: 3 clusters Score -1440539 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1440769.250000 Penalty: 891.158142
	Iteration 14Q: 3 clusters Score -1440769 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1440936.500000 Penalty: 891.158142
	Iteration 15Q: 3 clusters Score -1440936 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1441039.250000 Penalty: 891.158142
	Iteration 16Q: 3 clusters Score -1441039 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1441125.250000 Penalty: 891.158142
	Iteration 17Q: 3 clusters Score -1441125 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1441176.250000 Penalty: 891.158142
	Iteration 18Q: 3 clusters Score -1441176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1441199.250000 Penalty: 891.158142
	Iteration 19Q: 3 clusters Score -1441199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1441213.000000 Penalty: 891.158142
	Iteration 20F: 3 clusters Score -1441213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1441229.750000 Penalty: 891.158142
	Iteration 21Q: 3 clusters Score -1441230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1441235.000000 Penalty: 891.158142
	Iteration 22Q: 3 clusters Score -1441235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1441236.875000 Penalty: 891.158142
	Iteration 23Q: 3 clusters Score -1441237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1441241.500000 Penalty: 891.158142
	Iteration 24Q: 3 clusters Score -1441242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1441242.375000 Penalty: 891.158142
	Iteration 25Q: 3 clusters Score -1441242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1441244.250000 Penalty: 891.158142
	Iteration 26Q: 3 clusters Score -1441244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1441243.625000 Penalty: 891.158142
	Iteration 27Q: 3 clusters Score -1441244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1441246.500000 Penalty: 891.158142
	Iteration 28Q: 3 clusters Score -1441246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1441247.500000 Penalty: 891.158142
	Iteration 29Q: 3 clusters Score -1441248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1441254.250000 Penalty: 891.158142
	Iteration 30Q: 3 clusters Score -1441254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1441252.750000 Penalty: 891.158142
	Iteration 31Q: 3 clusters Score -1441253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1441252.500000 Penalty: 891.158142
	Iteration 32Q: 3 clusters Score -1441252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1441251.875000 Penalty: 891.158142
	Iteration 33Q: 3 clusters Score -1441252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1441252.875000 Penalty: 891.158142
	Iteration 34Q: 3 clusters Score -1441253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1441252.875000 Penalty: 891.158142
	Iteration 35F: 3 clusters Score -1441253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (24484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Entering Unmasked Estep 
Score: -1839978.750000 Penalty: 459.812744
	Iteration 0F: 2 clusters Score -1839979 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 12107 members 
Entering Unmasked Estep 
Score: -1823584.500000 Penalty: 919.625488
	Iteration 0F: 3 clusters Score -1823584 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1830916.500000 Penalty: 919.625488
	Iteration 1F: 3 clusters Score -1830916 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1831819.250000 Penalty: 919.625488
	Iteration 2F: 3 clusters Score -1831819 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1833125.625000 Penalty: 919.625488
	Iteration 3F: 3 clusters Score -1833126 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1834743.875000 Penalty: 919.625488
	Iteration 4F: 3 clusters Score -1834744 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1836453.625000 Penalty: 919.625488
	Iteration 5F: 3 clusters Score -1836454 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1837934.625000 Penalty: 919.625488
	Iteration 6F: 3 clusters Score -1837935 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1838915.000000 Penalty: 919.625488
	Iteration 7Q: 3 clusters Score -1838915 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1839428.500000 Penalty: 919.625488
	Iteration 8Q: 3 clusters Score -1839428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1839573.250000 Penalty: 919.625488
	Iteration 9Q: 3 clusters Score -1839573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1839618.375000 Penalty: 919.625488
	Iteration 10Q: 3 clusters Score -1839618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1839639.625000 Penalty: 919.625488
	Iteration 11Q: 3 clusters Score -1839640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1839656.375000 Penalty: 919.625488
	Iteration 12Q: 3 clusters Score -1839656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1839661.000000 Penalty: 919.625488
	Iteration 13Q: 3 clusters Score -1839661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1839665.125000 Penalty: 919.625488
	Iteration 14Q: 3 clusters Score -1839665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1839671.125000 Penalty: 919.625488
	Iteration 15Q: 3 clusters Score -1839671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1839674.375000 Penalty: 919.625488
	Iteration 16Q: 3 clusters Score -1839674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1839676.250000 Penalty: 919.625488
	Iteration 17Q: 3 clusters Score -1839676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1839682.125000 Penalty: 919.625488
	Iteration 18Q: 3 clusters Score -1839682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1839687.000000 Penalty: 919.625488
	Iteration 19Q: 3 clusters Score -1839687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1839687.875000 Penalty: 919.625488
	Iteration 20F: 3 clusters Score -1839688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1839690.500000 Penalty: 919.625488
	Iteration 21Q: 3 clusters Score -1839690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1839693.750000 Penalty: 919.625488
	Iteration 22Q: 3 clusters Score -1839694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1839696.750000 Penalty: 919.625488
	Iteration 23Q: 3 clusters Score -1839697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1839699.375000 Penalty: 919.625488
	Iteration 24Q: 3 clusters Score -1839699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1839700.125000 Penalty: 919.625488
	Iteration 25Q: 3 clusters Score -1839700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1839700.750000 Penalty: 919.625488
	Iteration 26Q: 3 clusters Score -1839701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1839700.875000 Penalty: 919.625488
	Iteration 27Q: 3 clusters Score -1839701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1839701.750000 Penalty: 919.625488
	Iteration 28Q: 3 clusters Score -1839702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1839701.875000 Penalty: 919.625488
	Iteration 29Q: 3 clusters Score -1839702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1839705.500000 Penalty: 919.625488
	Iteration 30Q: 3 clusters Score -1839706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1839707.750000 Penalty: 919.625488
	Iteration 31Q: 3 clusters Score -1839708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1839711.000000 Penalty: 919.625488
	Iteration 32Q: 3 clusters Score -1839711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1839713.500000 Penalty: 919.625488
	Iteration 33Q: 3 clusters Score -1839714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1839720.125000 Penalty: 919.625488
	Iteration 34Q: 3 clusters Score -1839720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1839720.125000 Penalty: 919.625488
	Iteration 35Q: 3 clusters Score -1839720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1839721.500000 Penalty: 919.625488
	Iteration 36Q: 3 clusters Score -1839722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1839721.750000 Penalty: 919.625488
	Iteration 37Q: 3 clusters Score -1839722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1839722.250000 Penalty: 919.625488
	Iteration 38Q: 3 clusters Score -1839722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1839722.250000 Penalty: 919.625488
	Iteration 39F: 3 clusters Score -1839722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (22196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Entering Unmasked Estep 
Score: -1809114.375000 Penalty: 455.348877
	Iteration 0F: 2 clusters Score -1809114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1794722.750000 Penalty: 910.697754
	Iteration 0F: 3 clusters Score -1794723 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1800869.000000 Penalty: 910.697754
	Iteration 1F: 3 clusters Score -1800869 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1801332.875000 Penalty: 910.697754
	Iteration 2Q: 3 clusters Score -1801333 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1802021.500000 Penalty: 910.697754
	Iteration 3F: 3 clusters Score -1802022 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1803008.000000 Penalty: 910.697754
	Iteration 4F: 3 clusters Score -1803008 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1804175.500000 Penalty: 910.697754
	Iteration 5F: 3 clusters Score -1804176 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1805145.250000 Penalty: 910.697754
	Iteration 6F: 3 clusters Score -1805145 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1805603.750000 Penalty: 910.697754
	Iteration 7Q: 3 clusters Score -1805604 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1805830.750000 Penalty: 910.697754
	Iteration 8Q: 3 clusters Score -1805831 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1806017.375000 Penalty: 910.697754
	Iteration 9Q: 3 clusters Score -1806017 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1806197.250000 Penalty: 910.697754
	Iteration 10Q: 3 clusters Score -1806197 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1806403.875000 Penalty: 910.697754
	Iteration 11Q: 3 clusters Score -1806404 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1806644.375000 Penalty: 910.697754
	Iteration 12Q: 3 clusters Score -1806644 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1806906.875000 Penalty: 910.697754
	Iteration 13Q: 3 clusters Score -1806907 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1807205.375000 Penalty: 910.697754
	Iteration 14Q: 3 clusters Score -1807205 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1807511.875000 Penalty: 910.697754
	Iteration 15Q: 3 clusters Score -1807512 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1807777.000000 Penalty: 910.697754
	Iteration 16Q: 3 clusters Score -1807777 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1807990.000000 Penalty: 910.697754
	Iteration 17Q: 3 clusters Score -1807990 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1808150.000000 Penalty: 910.697754
	Iteration 18Q: 3 clusters Score -1808150 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1808292.500000 Penalty: 910.697754
	Iteration 19Q: 3 clusters Score -1808292 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1808410.375000 Penalty: 910.697754
	Iteration 20F: 3 clusters Score -1808410 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1808496.500000 Penalty: 910.697754
	Iteration 21Q: 3 clusters Score -1808496 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1808564.875000 Penalty: 910.697754
	Iteration 22Q: 3 clusters Score -1808565 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1808618.500000 Penalty: 910.697754
	Iteration 23Q: 3 clusters Score -1808618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1808654.000000 Penalty: 910.697754
	Iteration 24Q: 3 clusters Score -1808654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1808664.625000 Penalty: 910.697754
	Iteration 25Q: 3 clusters Score -1808665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1808675.250000 Penalty: 910.697754
	Iteration 26Q: 3 clusters Score -1808675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1808677.625000 Penalty: 910.697754
	Iteration 27Q: 3 clusters Score -1808678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1808678.250000 Penalty: 910.697754
	Iteration 28Q: 3 clusters Score -1808678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1808683.500000 Penalty: 910.697754
	Iteration 29Q: 3 clusters Score -1808684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1808683.000000 Penalty: 910.697754
	Iteration 30Q: 3 clusters Score -1808683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1808681.000000 Penalty: 910.697754
	Iteration 31Q: 3 clusters Score -1808681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1808682.250000 Penalty: 910.697754
	Iteration 32Q: 3 clusters Score -1808682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1808680.625000 Penalty: 910.697754
	Iteration 33Q: 3 clusters Score -1808681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1808684.000000 Penalty: 910.697754
	Iteration 34Q: 3 clusters Score -1808684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1808682.750000 Penalty: 910.697754
	Iteration 35Q: 3 clusters Score -1808683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1808678.250000 Penalty: 910.697754
	Iteration 36Q: 3 clusters Score -1808678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1808677.125000 Penalty: 910.697754
	Iteration 37Q: 3 clusters Score -1808677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1808681.875000 Penalty: 910.697754
	Iteration 38Q: 3 clusters Score -1808682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1808679.750000 Penalty: 910.697754
	Iteration 39Q: 3 clusters Score -1808680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1808676.500000 Penalty: 910.697754
	Iteration 40F: 3 clusters Score -1808676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1808676.125000 Penalty: 910.697754
	Iteration 41Q: 3 clusters Score -1808676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1808675.125000 Penalty: 910.697754
	Iteration 42Q: 3 clusters Score -1808675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1808677.250000 Penalty: 910.697754
	Iteration 43Q: 3 clusters Score -1808677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1808677.500000 Penalty: 910.697754
	Iteration 44Q: 3 clusters Score -1808678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1808680.750000 Penalty: 910.697754
	Iteration 45Q: 3 clusters Score -1808681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1808682.125000 Penalty: 910.697754
	Iteration 46Q: 3 clusters Score -1808682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1808683.750000 Penalty: 910.697754
	Iteration 47Q: 3 clusters Score -1808684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1808681.750000 Penalty: 910.697754
	Iteration 48Q: 3 clusters Score -1808682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1808685.250000 Penalty: 910.697754
	Iteration 49Q: 3 clusters Score -1808685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1808680.875000 Penalty: 910.697754
	Iteration 50Q: 3 clusters Score -1808681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1808681.500000 Penalty: 910.697754
	Iteration 51Q: 3 clusters Score -1808682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1808682.375000 Penalty: 910.697754
	Iteration 52Q: 3 clusters Score -1808682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1808679.875000 Penalty: 910.697754
	Iteration 53Q: 3 clusters Score -1808680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1808677.625000 Penalty: 910.697754
	Iteration 54Q: 3 clusters Score -1808678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1808678.625000 Penalty: 910.697754
	Iteration 55Q: 3 clusters Score -1808679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1808684.375000 Penalty: 910.697754
	Iteration 56Q: 3 clusters Score -1808684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1808683.250000 Penalty: 910.697754
	Iteration 57Q: 3 clusters Score -1808683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1808685.500000 Penalty: 910.697754
	Iteration 58Q: 3 clusters Score -1808686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1808682.500000 Penalty: 910.697754
	Iteration 59Q: 3 clusters Score -1808682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1808685.625000 Penalty: 910.697754
	Iteration 60F: 3 clusters Score -1808686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1808684.000000 Penalty: 910.697754
	Iteration 61Q: 3 clusters Score -1808684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1808683.375000 Penalty: 910.697754
	Iteration 62Q: 3 clusters Score -1808683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1808688.125000 Penalty: 910.697754
	Iteration 63Q: 3 clusters Score -1808688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1808688.000000 Penalty: 910.697754
	Iteration 64Q: 3 clusters Score -1808688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1808684.500000 Penalty: 910.697754
	Iteration 65Q: 3 clusters Score -1808684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1808684.625000 Penalty: 910.697754
	Iteration 66Q: 3 clusters Score -1808685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1808683.750000 Penalty: 910.697754
	Iteration 67Q: 3 clusters Score -1808684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1808683.750000 Penalty: 910.697754
	Iteration 68F: 3 clusters Score -1808684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -20933.726562 Penalty: 266.275208
	Iteration 0F: 2 clusters Score -20933.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20545.218750 Penalty: 532.550415
	Iteration 0F: 3 clusters Score -20545.22 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20645.617188 Penalty: 532.550415
	Iteration 1F: 3 clusters Score -20645.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20668.468750 Penalty: 532.550415
	Iteration 2F: 3 clusters Score -20668.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20687.042969 Penalty: 532.550415
	Iteration 3Q: 3 clusters Score -20687.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20695.333984 Penalty: 532.550415
	Iteration 4Q: 3 clusters Score -20695.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20699.214844 Penalty: 532.550415
	Iteration 5Q: 3 clusters Score -20699.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20704.781250 Penalty: 532.550415
	Iteration 6Q: 3 clusters Score -20704.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20705.634766 Penalty: 532.550415
	Iteration 7Q: 3 clusters Score -20705.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20706.248047 Penalty: 532.550415
	Iteration 8Q: 3 clusters Score -20706.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20706.248047 Penalty: 532.550415
	Iteration 9F: 3 clusters Score -20706.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (36192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Entering Unmasked Estep 
Score: -2893275.750000 Penalty: 477.595001
	Iteration 0F: 2 clusters Score -2893276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2871396.000000 Penalty: 955.190002
	Iteration 0F: 3 clusters Score -2871396 nChanged 17607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2881570.750000 Penalty: 955.190002
	Iteration 1F: 3 clusters Score -2881571 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2882359.750000 Penalty: 955.190002
	Iteration 2F: 3 clusters Score -2882360 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2883575.250000 Penalty: 955.190002
	Iteration 3F: 3 clusters Score -2883575 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2885257.500000 Penalty: 955.190002
	Iteration 4F: 3 clusters Score -2885258 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2887289.250000 Penalty: 955.190002
	Iteration 5F: 3 clusters Score -2887289 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2889141.000000 Penalty: 955.190002
	Iteration 6F: 3 clusters Score -2889141 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2890523.500000 Penalty: 955.190002
	Iteration 7Q: 3 clusters Score -2890524 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2891502.750000 Penalty: 955.190002
	Iteration 8Q: 3 clusters Score -2891503 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2892103.750000 Penalty: 955.190002
	Iteration 9Q: 3 clusters Score -2892104 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2892389.500000 Penalty: 955.190002
	Iteration 10Q: 3 clusters Score -2892390 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2892552.500000 Penalty: 955.190002
	Iteration 11Q: 3 clusters Score -2892552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2892669.000000 Penalty: 955.190002
	Iteration 12Q: 3 clusters Score -2892669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2892726.250000 Penalty: 955.190002
	Iteration 13Q: 3 clusters Score -2892726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2892764.750000 Penalty: 955.190002
	Iteration 14Q: 3 clusters Score -2892765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2892793.750000 Penalty: 955.190002
	Iteration 15Q: 3 clusters Score -2892794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -2892812.000000 Penalty: 955.190002
	Iteration 16Q: 3 clusters Score -2892812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2892818.500000 Penalty: 955.190002
	Iteration 17Q: 3 clusters Score -2892818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2892820.250000 Penalty: 955.190002
	Iteration 18Q: 3 clusters Score -2892820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2892821.000000 Penalty: 955.190002
	Iteration 19Q: 3 clusters Score -2892821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2892823.250000 Penalty: 955.190002
	Iteration 20F: 3 clusters Score -2892823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2892823.250000 Penalty: 955.190002
	Iteration 21Q: 3 clusters Score -2892823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2892825.750000 Penalty: 955.190002
	Iteration 22Q: 3 clusters Score -2892826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2892824.250000 Penalty: 955.190002
	Iteration 23Q: 3 clusters Score -2892824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2892824.250000 Penalty: 955.190002
	Iteration 24F: 3 clusters Score -2892824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (23116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Entering Unmasked Estep 
Score: -1867910.375000 Penalty: 457.196777
	Iteration 0F: 2 clusters Score -1867910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1853063.125000 Penalty: 914.393555
	Iteration 0F: 3 clusters Score -1853063 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1859418.750000 Penalty: 914.393555
	Iteration 1F: 3 clusters Score -1859419 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1859887.125000 Penalty: 914.393555
	Iteration 2Q: 3 clusters Score -1859887 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1860548.500000 Penalty: 914.393555
	Iteration 3F: 3 clusters Score -1860548 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1861614.750000 Penalty: 914.393555
	Iteration 4F: 3 clusters Score -1861615 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1862945.125000 Penalty: 914.393555
	Iteration 5F: 3 clusters Score -1862945 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1864151.750000 Penalty: 914.393555
	Iteration 6F: 3 clusters Score -1864152 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1864938.500000 Penalty: 914.393555
	Iteration 7Q: 3 clusters Score -1864938 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1865311.875000 Penalty: 914.393555
	Iteration 8Q: 3 clusters Score -1865312 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1865582.125000 Penalty: 914.393555
	Iteration 9Q: 3 clusters Score -1865582 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1865817.500000 Penalty: 914.393555
	Iteration 10Q: 3 clusters Score -1865818 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1866043.250000 Penalty: 914.393555
	Iteration 11Q: 3 clusters Score -1866043 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1866314.500000 Penalty: 914.393555
	Iteration 12Q: 3 clusters Score -1866314 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1866554.875000 Penalty: 914.393555
	Iteration 13Q: 3 clusters Score -1866555 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1866750.375000 Penalty: 914.393555
	Iteration 14Q: 3 clusters Score -1866750 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1866903.500000 Penalty: 914.393555
	Iteration 15Q: 3 clusters Score -1866904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1867039.500000 Penalty: 914.393555
	Iteration 16Q: 3 clusters Score -1867040 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1867156.750000 Penalty: 914.393555
	Iteration 17Q: 3 clusters Score -1867157 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1867237.875000 Penalty: 914.393555
	Iteration 18Q: 3 clusters Score -1867238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1867299.375000 Penalty: 914.393555
	Iteration 19Q: 3 clusters Score -1867299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1867376.125000 Penalty: 914.393555
	Iteration 20F: 3 clusters Score -1867376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1867419.250000 Penalty: 914.393555
	Iteration 21Q: 3 clusters Score -1867419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1867462.625000 Penalty: 914.393555
	Iteration 22Q: 3 clusters Score -1867463 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1867474.875000 Penalty: 914.393555
	Iteration 23Q: 3 clusters Score -1867475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1867498.125000 Penalty: 914.393555
	Iteration 24Q: 3 clusters Score -1867498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1867508.375000 Penalty: 914.393555
	Iteration 25Q: 3 clusters Score -1867508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1867515.875000 Penalty: 914.393555
	Iteration 26Q: 3 clusters Score -1867516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1867522.125000 Penalty: 914.393555
	Iteration 27Q: 3 clusters Score -1867522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1867531.875000 Penalty: 914.393555
	Iteration 28Q: 3 clusters Score -1867532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1867537.125000 Penalty: 914.393555
	Iteration 29Q: 3 clusters Score -1867537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1867539.375000 Penalty: 914.393555
	Iteration 30Q: 3 clusters Score -1867539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1867543.250000 Penalty: 914.393555
	Iteration 31Q: 3 clusters Score -1867543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1867547.000000 Penalty: 914.393555
	Iteration 32Q: 3 clusters Score -1867547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1867548.125000 Penalty: 914.393555
	Iteration 33Q: 3 clusters Score -1867548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1867549.125000 Penalty: 914.393555
	Iteration 34Q: 3 clusters Score -1867549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1867553.375000 Penalty: 914.393555
	Iteration 35Q: 3 clusters Score -1867553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1867552.250000 Penalty: 914.393555
	Iteration 36Q: 3 clusters Score -1867552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1867552.000000 Penalty: 914.393555
	Iteration 37Q: 3 clusters Score -1867552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1867548.625000 Penalty: 914.393555
	Iteration 38Q: 3 clusters Score -1867549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1867548.250000 Penalty: 914.393555
	Iteration 39Q: 3 clusters Score -1867548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1867556.375000 Penalty: 914.393555
	Iteration 40F: 3 clusters Score -1867556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1867557.875000 Penalty: 914.393555
	Iteration 41Q: 3 clusters Score -1867558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1867557.000000 Penalty: 914.393555
	Iteration 42Q: 3 clusters Score -1867557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1867557.000000 Penalty: 914.393555
	Iteration 43F: 3 clusters Score -1867557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1152415.875000 Penalty: 434.913116
	Iteration 0F: 2 clusters Score -1152416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1143111.750000 Penalty: 869.826233
	Iteration 0F: 3 clusters Score -1143112 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1147225.625000 Penalty: 869.826233
	Iteration 1F: 3 clusters Score -1147226 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1147795.500000 Penalty: 869.826233
	Iteration 2F: 3 clusters Score -1147796 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1148622.250000 Penalty: 869.826233
	Iteration 3F: 3 clusters Score -1148622 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1149662.375000 Penalty: 869.826233
	Iteration 4F: 3 clusters Score -1149662 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1150488.375000 Penalty: 869.826233
	Iteration 5F: 3 clusters Score -1150488 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1150980.875000 Penalty: 869.826233
	Iteration 6Q: 3 clusters Score -1150981 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1151324.625000 Penalty: 869.826233
	Iteration 7Q: 3 clusters Score -1151325 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1151594.500000 Penalty: 869.826233
	Iteration 8Q: 3 clusters Score -1151594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1151782.000000 Penalty: 869.826233
	Iteration 9Q: 3 clusters Score -1151782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1151884.000000 Penalty: 869.826233
	Iteration 10Q: 3 clusters Score -1151884 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1151936.750000 Penalty: 869.826233
	Iteration 11Q: 3 clusters Score -1151937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1151973.625000 Penalty: 869.826233
	Iteration 12Q: 3 clusters Score -1151974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1151983.250000 Penalty: 869.826233
	Iteration 13Q: 3 clusters Score -1151983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1151987.125000 Penalty: 869.826233
	Iteration 14Q: 3 clusters Score -1151987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1151991.750000 Penalty: 869.826233
	Iteration 15Q: 3 clusters Score -1151992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1151998.750000 Penalty: 869.826233
	Iteration 16Q: 3 clusters Score -1151999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1151999.750000 Penalty: 869.826233
	Iteration 17Q: 3 clusters Score -1152000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1152003.250000 Penalty: 869.826233
	Iteration 18Q: 3 clusters Score -1152003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1152002.750000 Penalty: 869.826233
	Iteration 19Q: 3 clusters Score -1152003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1152003.875000 Penalty: 869.826233
	Iteration 20F: 3 clusters Score -1152004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1152005.875000 Penalty: 869.826233
	Iteration 21Q: 3 clusters Score -1152006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1152003.625000 Penalty: 869.826233
	Iteration 22Q: 3 clusters Score -1152004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1152004.250000 Penalty: 869.826233
	Iteration 23Q: 3 clusters Score -1152004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1152003.500000 Penalty: 869.826233
	Iteration 24Q: 3 clusters Score -1152004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1152003.875000 Penalty: 869.826233
	Iteration 25Q: 3 clusters Score -1152004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1152004.750000 Penalty: 869.826233
	Iteration 26Q: 3 clusters Score -1152005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1152004.250000 Penalty: 869.826233
	Iteration 27Q: 3 clusters Score -1152004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1152005.375000 Penalty: 869.826233
	Iteration 28Q: 3 clusters Score -1152005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1152005.375000 Penalty: 869.826233
	Iteration 29Q: 3 clusters Score -1152005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1152004.750000 Penalty: 869.826233
	Iteration 30Q: 3 clusters Score -1152005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1152004.750000 Penalty: 869.826233
	Iteration 31F: 3 clusters Score -1152005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -796438.937500 Penalty: 417.581268
	Iteration 0F: 2 clusters Score -796438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -790048.062500 Penalty: 835.162537
	Iteration 0F: 3 clusters Score -790048.1 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -792590.687500 Penalty: 835.162537
	Iteration 1F: 3 clusters Score -792590.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -792868.875000 Penalty: 835.162537
	Iteration 2F: 3 clusters Score -792868.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -793194.250000 Penalty: 835.162537
	Iteration 3F: 3 clusters Score -793194.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -793568.125000 Penalty: 835.162537
	Iteration 4F: 3 clusters Score -793568.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -793911.500000 Penalty: 835.162537
	Iteration 5F: 3 clusters Score -793911.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -794138.000000 Penalty: 835.162537
	Iteration 6Q: 3 clusters Score -794138 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -794243.000000 Penalty: 835.162537
	Iteration 7Q: 3 clusters Score -794243 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -794290.062500 Penalty: 835.162537
	Iteration 8Q: 3 clusters Score -794290.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -794313.250000 Penalty: 835.162537
	Iteration 9Q: 3 clusters Score -794313.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -794329.687500 Penalty: 835.162537
	Iteration 10Q: 3 clusters Score -794329.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -794338.375000 Penalty: 835.162537
	Iteration 11Q: 3 clusters Score -794338.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -794347.000000 Penalty: 835.162537
	Iteration 12Q: 3 clusters Score -794347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -794352.312500 Penalty: 835.162537
	Iteration 13Q: 3 clusters Score -794352.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -794357.750000 Penalty: 835.162537
	Iteration 14Q: 3 clusters Score -794357.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -794363.875000 Penalty: 835.162537
	Iteration 15Q: 3 clusters Score -794363.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -794370.062500 Penalty: 835.162537
	Iteration 16Q: 3 clusters Score -794370.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -794371.625000 Penalty: 835.162537
	Iteration 17Q: 3 clusters Score -794371.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -794380.437500 Penalty: 835.162537
	Iteration 18Q: 3 clusters Score -794380.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -794392.062500 Penalty: 835.162537
	Iteration 19Q: 3 clusters Score -794392.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -794401.937500 Penalty: 835.162537
	Iteration 20F: 3 clusters Score -794401.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -794413.437500 Penalty: 835.162537
	Iteration 21Q: 3 clusters Score -794413.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -794422.500000 Penalty: 835.162537
	Iteration 22Q: 3 clusters Score -794422.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -794428.125000 Penalty: 835.162537
	Iteration 23Q: 3 clusters Score -794428.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -794435.250000 Penalty: 835.162537
	Iteration 24Q: 3 clusters Score -794435.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -794447.000000 Penalty: 835.162537
	Iteration 25Q: 3 clusters Score -794447 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -794458.875000 Penalty: 835.162537
	Iteration 26Q: 3 clusters Score -794458.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -794471.125000 Penalty: 835.162537
	Iteration 27Q: 3 clusters Score -794471.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -794480.500000 Penalty: 835.162537
	Iteration 28Q: 3 clusters Score -794480.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -794496.312500 Penalty: 835.162537
	Iteration 29Q: 3 clusters Score -794496.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -794510.250000 Penalty: 835.162537
	Iteration 30Q: 3 clusters Score -794510.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -794526.000000 Penalty: 835.162537
	Iteration 31Q: 3 clusters Score -794526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -794537.312500 Penalty: 835.162537
	Iteration 32Q: 3 clusters Score -794537.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -794545.437500 Penalty: 835.162537
	Iteration 33Q: 3 clusters Score -794545.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -794553.500000 Penalty: 835.162537
	Iteration 34Q: 3 clusters Score -794553.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -794567.687500 Penalty: 835.162537
	Iteration 35Q: 3 clusters Score -794567.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -794576.750000 Penalty: 835.162537
	Iteration 36Q: 3 clusters Score -794576.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -794599.875000 Penalty: 835.162537
	Iteration 37Q: 3 clusters Score -794599.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -794628.500000 Penalty: 835.162537
	Iteration 38Q: 3 clusters Score -794628.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -794649.000000 Penalty: 835.162537
	Iteration 39Q: 3 clusters Score -794649 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -794664.687500 Penalty: 835.162537
	Iteration 40F: 3 clusters Score -794664.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -794683.437500 Penalty: 835.162537
	Iteration 41Q: 3 clusters Score -794683.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -794708.812500 Penalty: 835.162537
	Iteration 42Q: 3 clusters Score -794708.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -794732.312500 Penalty: 835.162537
	Iteration 43Q: 3 clusters Score -794732.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -794764.250000 Penalty: 835.162537
	Iteration 44Q: 3 clusters Score -794764.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -794796.062500 Penalty: 835.162537
	Iteration 45Q: 3 clusters Score -794796.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -794822.187500 Penalty: 835.162537
	Iteration 46Q: 3 clusters Score -794822.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -794852.187500 Penalty: 835.162537
	Iteration 47Q: 3 clusters Score -794852.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -794895.812500 Penalty: 835.162537
	Iteration 48Q: 3 clusters Score -794895.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -794944.437500 Penalty: 835.162537
	Iteration 49Q: 3 clusters Score -794944.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -794991.000000 Penalty: 835.162537
	Iteration 50Q: 3 clusters Score -794991 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -795040.625000 Penalty: 835.162537
	Iteration 51Q: 3 clusters Score -795040.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -795106.125000 Penalty: 835.162537
	Iteration 52Q: 3 clusters Score -795106.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -795186.187500 Penalty: 835.162537
	Iteration 53Q: 3 clusters Score -795186.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -795266.937500 Penalty: 835.162537
	Iteration 54Q: 3 clusters Score -795266.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -795342.437500 Penalty: 835.162537
	Iteration 55Q: 3 clusters Score -795342.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -795431.500000 Penalty: 835.162537
	Iteration 56Q: 3 clusters Score -795431.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -795530.062500 Penalty: 835.162537
	Iteration 57Q: 3 clusters Score -795530.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -795614.562500 Penalty: 835.162537
	Iteration 58Q: 3 clusters Score -795614.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -795687.062500 Penalty: 835.162537
	Iteration 59Q: 3 clusters Score -795687.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -795753.312500 Penalty: 835.162537
	Iteration 60F: 3 clusters Score -795753.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -795814.750000 Penalty: 835.162537
	Iteration 61Q: 3 clusters Score -795814.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -795880.500000 Penalty: 835.162537
	Iteration 62Q: 3 clusters Score -795880.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -795932.750000 Penalty: 835.162537
	Iteration 63Q: 3 clusters Score -795932.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -795967.687500 Penalty: 835.162537
	Iteration 64Q: 3 clusters Score -795967.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -796005.625000 Penalty: 835.162537
	Iteration 65Q: 3 clusters Score -796005.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -796027.562500 Penalty: 835.162537
	Iteration 66Q: 3 clusters Score -796027.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -796042.750000 Penalty: 835.162537
	Iteration 67Q: 3 clusters Score -796042.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -796053.375000 Penalty: 835.162537
	Iteration 68Q: 3 clusters Score -796053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -796066.937500 Penalty: 835.162537
	Iteration 69Q: 3 clusters Score -796066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -796072.062500 Penalty: 835.162537
	Iteration 70Q: 3 clusters Score -796072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -796075.375000 Penalty: 835.162537
	Iteration 71Q: 3 clusters Score -796075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -796075.812500 Penalty: 835.162537
	Iteration 72Q: 3 clusters Score -796075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -796076.750000 Penalty: 835.162537
	Iteration 73Q: 3 clusters Score -796076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -796078.312500 Penalty: 835.162537
	Iteration 74Q: 3 clusters Score -796078.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -796078.312500 Penalty: 835.162537
	Iteration 75F: 3 clusters Score -796078.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (33591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Entering Unmasked Estep 
Score: -2715222.750000 Penalty: 474.201599
	Iteration 0F: 2 clusters Score -2715223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2694765.250000 Penalty: 948.403198
	Iteration 0F: 3 clusters Score -2694765 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2704071.500000 Penalty: 948.403198
	Iteration 1F: 3 clusters Score -2704072 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2704252.750000 Penalty: 948.403198
	Iteration 2Q: 3 clusters Score -2704253 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2704442.000000 Penalty: 948.403198
	Iteration 3Q: 3 clusters Score -2704442 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2704712.250000 Penalty: 948.403198
	Iteration 4Q: 3 clusters Score -2704712 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2705197.000000 Penalty: 948.403198
	Iteration 5Q: 3 clusters Score -2705197 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2705915.000000 Penalty: 948.403198
	Iteration 6Q: 3 clusters Score -2705915 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2706978.250000 Penalty: 948.403198
	Iteration 7F: 3 clusters Score -2706978 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2708451.750000 Penalty: 948.403198
	Iteration 8F: 3 clusters Score -2708452 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2710263.750000 Penalty: 948.403198
	Iteration 9F: 3 clusters Score -2710264 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2711748.750000 Penalty: 948.403198
	Iteration 10F: 3 clusters Score -2711749 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2712779.250000 Penalty: 948.403198
	Iteration 11Q: 3 clusters Score -2712779 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2713377.500000 Penalty: 948.403198
	Iteration 12Q: 3 clusters Score -2713378 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2713715.250000 Penalty: 948.403198
	Iteration 13Q: 3 clusters Score -2713715 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2713931.250000 Penalty: 948.403198
	Iteration 14Q: 3 clusters Score -2713931 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2714110.500000 Penalty: 948.403198
	Iteration 15Q: 3 clusters Score -2714110 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2714262.750000 Penalty: 948.403198
	Iteration 16Q: 3 clusters Score -2714263 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2714353.250000 Penalty: 948.403198
	Iteration 17Q: 3 clusters Score -2714353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2714430.750000 Penalty: 948.403198
	Iteration 18Q: 3 clusters Score -2714431 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2714519.750000 Penalty: 948.403198
	Iteration 19Q: 3 clusters Score -2714520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2714577.000000 Penalty: 948.403198
	Iteration 20F: 3 clusters Score -2714577 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2714640.000000 Penalty: 948.403198
	Iteration 21Q: 3 clusters Score -2714640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2714713.000000 Penalty: 948.403198
	Iteration 22Q: 3 clusters Score -2714713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2714761.250000 Penalty: 948.403198
	Iteration 23Q: 3 clusters Score -2714761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2714804.500000 Penalty: 948.403198
	Iteration 24Q: 3 clusters Score -2714804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2714812.500000 Penalty: 948.403198
	Iteration 25Q: 3 clusters Score -2714812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2714816.500000 Penalty: 948.403198
	Iteration 26Q: 3 clusters Score -2714816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2714830.750000 Penalty: 948.403198
	Iteration 27Q: 3 clusters Score -2714831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2714838.750000 Penalty: 948.403198
	Iteration 28Q: 3 clusters Score -2714839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2714836.500000 Penalty: 948.403198
	Iteration 29Q: 3 clusters Score -2714836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2714841.000000 Penalty: 948.403198
	Iteration 30Q: 3 clusters Score -2714841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2714846.250000 Penalty: 948.403198
	Iteration 31Q: 3 clusters Score -2714846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2714854.500000 Penalty: 948.403198
	Iteration 32Q: 3 clusters Score -2714854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2714852.000000 Penalty: 948.403198
	Iteration 33Q: 3 clusters Score -2714852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2714856.000000 Penalty: 948.403198
	Iteration 34Q: 3 clusters Score -2714856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2714856.500000 Penalty: 948.403198
	Iteration 35Q: 3 clusters Score -2714856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2714858.500000 Penalty: 948.403198
	Iteration 36Q: 3 clusters Score -2714858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2714860.250000 Penalty: 948.403198
	Iteration 37Q: 3 clusters Score -2714860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2714866.500000 Penalty: 948.403198
	Iteration 38Q: 3 clusters Score -2714866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2714865.500000 Penalty: 948.403198
	Iteration 39Q: 3 clusters Score -2714866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2714865.250000 Penalty: 948.403198
	Iteration 40F: 3 clusters Score -2714865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2714865.500000 Penalty: 948.403198
	Iteration 41Q: 3 clusters Score -2714866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2714868.000000 Penalty: 948.403198
	Iteration 42Q: 3 clusters Score -2714868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2714866.750000 Penalty: 948.403198
	Iteration 43Q: 3 clusters Score -2714867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2714866.000000 Penalty: 948.403198
	Iteration 44Q: 3 clusters Score -2714866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2714866.000000 Penalty: 948.403198
	Iteration 45F: 3 clusters Score -2714866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4567.259277 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4567.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4378.951172 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4378.951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -4441.090820 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4441.091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -4473.583984 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -4473.584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -4481.990234 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -4481.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -4483.135742 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -4483.136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -4483.135742 Penalty: 409.482697
	Iteration 5F: 3 clusters Score -4483.136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (19775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Entering Unmasked Estep 
Score: -1615669.125000 Penalty: 450.093903
	Iteration 0F: 2 clusters Score -1615669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1602678.500000 Penalty: 900.187805
	Iteration 0F: 3 clusters Score -1602678 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1608211.125000 Penalty: 900.187805
	Iteration 1F: 3 clusters Score -1608211 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1608672.875000 Penalty: 900.187805
	Iteration 2Q: 3 clusters Score -1608673 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1609428.250000 Penalty: 900.187805
	Iteration 3F: 3 clusters Score -1609428 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1610468.250000 Penalty: 900.187805
	Iteration 4F: 3 clusters Score -1610468 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1611568.875000 Penalty: 900.187805
	Iteration 5F: 3 clusters Score -1611569 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1612418.250000 Penalty: 900.187805
	Iteration 6F: 3 clusters Score -1612418 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1612891.000000 Penalty: 900.187805
	Iteration 7Q: 3 clusters Score -1612891 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1613181.250000 Penalty: 900.187805
	Iteration 8Q: 3 clusters Score -1613181 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1613382.500000 Penalty: 900.187805
	Iteration 9Q: 3 clusters Score -1613382 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1613591.000000 Penalty: 900.187805
	Iteration 10Q: 3 clusters Score -1613591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1613808.500000 Penalty: 900.187805
	Iteration 11Q: 3 clusters Score -1613808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1614046.875000 Penalty: 900.187805
	Iteration 12Q: 3 clusters Score -1614047 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1614276.875000 Penalty: 900.187805
	Iteration 13Q: 3 clusters Score -1614277 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -1614510.500000 Penalty: 900.187805
	Iteration 14Q: 3 clusters Score -1614510 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1614681.750000 Penalty: 900.187805
	Iteration 15Q: 3 clusters Score -1614682 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1614817.625000 Penalty: 900.187805
	Iteration 16Q: 3 clusters Score -1614818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1614932.625000 Penalty: 900.187805
	Iteration 17Q: 3 clusters Score -1614933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -1615033.625000 Penalty: 900.187805
	Iteration 18Q: 3 clusters Score -1615034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -1615145.250000 Penalty: 900.187805
	Iteration 19Q: 3 clusters Score -1615145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1615193.875000 Penalty: 900.187805
	Iteration 20F: 3 clusters Score -1615194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1615234.250000 Penalty: 900.187805
	Iteration 21Q: 3 clusters Score -1615234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -1615250.750000 Penalty: 900.187805
	Iteration 22Q: 3 clusters Score -1615251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -1615265.500000 Penalty: 900.187805
	Iteration 23Q: 3 clusters Score -1615266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1615280.000000 Penalty: 900.187805
	Iteration 24Q: 3 clusters Score -1615280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -1615296.375000 Penalty: 900.187805
	Iteration 25Q: 3 clusters Score -1615296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1615307.250000 Penalty: 900.187805
	Iteration 26Q: 3 clusters Score -1615307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1615307.500000 Penalty: 900.187805
	Iteration 27Q: 3 clusters Score -1615308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1615307.250000 Penalty: 900.187805
	Iteration 28Q: 3 clusters Score -1615307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1615307.250000 Penalty: 900.187805
	Iteration 29F: 3 clusters Score -1615307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3048 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 16082 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17511 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 901 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1960 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8243 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15210 members 
Mstep: Class 38 contains 16954 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7116 members 
Mstep: Class 43 contains 6744 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9150 members 
Mstep: Class 47 contains 621 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 18271 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17761 members 
Mstep: Class 61 contains 21308 members 
Mstep: Class 62 contains 12828 members 
Mstep: Class 63 contains 15290 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12356 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17907 members 
Mstep: Class 68 contains 24484 members 
Mstep: Class 69 contains 22196 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36192 members 
Mstep: Class 72 contains 23116 members 
Mstep: Class 73 contains 14165 members 
Mstep: Class 74 contains 9678 members 
Mstep: Class 75 contains 33591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175972.000000 Penalty: 46349.105469
Iteration 359Q: 78 clusters Score -4.217597e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12194 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3104 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 16017 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17515 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6355 members 
Mstep: Class 28 contains 13304 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8271 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6457 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15188 members 
Mstep: Class 38 contains 17157 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6916 members 
Mstep: Class 43 contains 6750 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8977 members 
Mstep: Class 47 contains 591 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 17703 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6394 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17771 members 
Mstep: Class 61 contains 21810 members 
Mstep: Class 62 contains 12699 members 
Mstep: Class 63 contains 15416 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12595 members 
Mstep: Class 66 contains 4358 members 
Mstep: Class 67 contains 17909 members 
Mstep: Class 68 contains 24491 members 
Mstep: Class 69 contains 22226 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36369 members 
Mstep: Class 72 contains 23092 members 
Mstep: Class 73 contains 13938 members 
Mstep: Class 74 contains 9563 members 
Mstep: Class 75 contains 34019 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175920.000000 Penalty: 46349.105469
Iteration 360F: 78 clusters Score -4.217592e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 12199 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3416 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47938 members 
Mstep: Class 14 contains 15975 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6354 members 
Mstep: Class 28 contains 13327 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8287 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6375 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15171 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6732 members 
Mstep: Class 43 contains 6762 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8827 members 
Mstep: Class 47 contains 550 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 17245 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6397 members 
Mstep: Class 57 contains 2273 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17764 members 
Mstep: Class 61 contains 22239 members 
Mstep: Class 62 contains 12536 members 
Mstep: Class 63 contains 15544 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12823 members 
Mstep: Class 66 contains 4335 members 
Mstep: Class 67 contains 17912 members 
Mstep: Class 68 contains 24497 members 
Mstep: Class 69 contains 22234 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36536 members 
Mstep: Class 72 contains 23068 members 
Mstep: Class 73 contains 13714 members 
Mstep: Class 74 contains 9459 members 
Mstep: Class 75 contains 34428 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175840.000000 Penalty: 46349.105469
Iteration 361Q: 78 clusters Score -4.217584e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 12203 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 3231 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47930 members 
Mstep: Class 14 contains 15896 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17534 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6353 members 
Mstep: Class 28 contains 13338 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8320 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6320 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15154 members 
Mstep: Class 38 contains 17451 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6568 members 
Mstep: Class 43 contains 6769 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8670 members 
Mstep: Class 47 contains 516 members 
Mstep: Class 48 contains 2039 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16782 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6391 members 
Mstep: Class 57 contains 2274 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17773 members 
Mstep: Class 61 contains 22693 members 
Mstep: Class 62 contains 12442 members 
Mstep: Class 63 contains 15672 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13077 members 
Mstep: Class 66 contains 4323 members 
Mstep: Class 67 contains 17913 members 
Mstep: Class 68 contains 24503 members 
Mstep: Class 69 contains 22237 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36669 members 
Mstep: Class 72 contains 23050 members 
Mstep: Class 73 contains 13471 members 
Mstep: Class 74 contains 9338 members 
Mstep: Class 75 contains 34800 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175600.000000 Penalty: 46349.105469
Iteration 362Q: 78 clusters Score -4.21756e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 12203 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 392 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 15787 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17537 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6350 members 
Mstep: Class 28 contains 13348 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8332 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15144 members 
Mstep: Class 38 contains 17473 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6442 members 
Mstep: Class 43 contains 6774 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8513 members 
Mstep: Class 47 contains 479 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1875 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16472 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6388 members 
Mstep: Class 57 contains 2275 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17784 members 
Mstep: Class 61 contains 23122 members 
Mstep: Class 62 contains 12400 members 
Mstep: Class 63 contains 15791 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13347 members 
Mstep: Class 66 contains 4321 members 
Mstep: Class 67 contains 17913 members 
Mstep: Class 68 contains 24504 members 
Mstep: Class 69 contains 22263 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36790 members 
Mstep: Class 72 contains 23023 members 
Mstep: Class 73 contains 13190 members 
Mstep: Class 74 contains 9225 members 
Mstep: Class 75 contains 35094 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175376.000000 Penalty: 46349.105469
Iteration 363Q: 78 clusters Score -4.217538e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12207 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 3414 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47929 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17533 members 
Mstep: Class 21 contains 257 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6349 members 
Mstep: Class 28 contains 13355 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8346 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6202 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15137 members 
Mstep: Class 38 contains 17419 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6313 members 
Mstep: Class 43 contains 6783 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8339 members 
Mstep: Class 47 contains 439 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16284 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6390 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17790 members 
Mstep: Class 61 contains 23510 members 
Mstep: Class 62 contains 12313 members 
Mstep: Class 63 contains 15903 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13596 members 
Mstep: Class 66 contains 4318 members 
Mstep: Class 67 contains 17915 members 
Mstep: Class 68 contains 24501 members 
Mstep: Class 69 contains 22268 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 36902 members 
Mstep: Class 72 contains 22998 members 
Mstep: Class 73 contains 12950 members 
Mstep: Class 74 contains 9113 members 
Mstep: Class 75 contains 35270 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175464.000000 Penalty: 46349.105469
Iteration 364Q: 78 clusters Score -4.217546e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 9 contains 3413 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47928 members 
Mstep: Class 14 contains 15547 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17533 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6347 members 
Mstep: Class 28 contains 13362 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3064 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1086 members 
Mstep: Class 33 contains 8367 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6122 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15130 members 
Mstep: Class 38 contains 17305 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6175 members 
Mstep: Class 43 contains 6792 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8182 members 
Mstep: Class 47 contains 407 members 
Mstep: Class 48 contains 2041 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1876 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16190 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6388 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17805 members 
Mstep: Class 61 contains 23842 members 
Mstep: Class 62 contains 12263 members 
Mstep: Class 63 contains 16019 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13814 members 
Mstep: Class 66 contains 4319 members 
Mstep: Class 67 contains 17915 members 
Mstep: Class 68 contains 24502 members 
Mstep: Class 69 contains 22284 members 
Mstep: Class 70 contains 348 members 
Mstep: Class 71 contains 37014 members 
Mstep: Class 72 contains 22976 members 
Mstep: Class 73 contains 12731 members 
Mstep: Class 74 contains 9014 members 
Mstep: Class 75 contains 35414 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 47. Lose 577.283813 but Gain 601.937500
Score: -42175520.000000 Penalty: 45747.167969
Iteration 365Q: 77 clusters Score -4.217552e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 12212 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3502 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47920 members 
Mstep: Class 14 contains 15424 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17545 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6346 members 
Mstep: Class 28 contains 13360 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3063 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1087 members 
Mstep: Class 33 contains 8377 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 6048 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15125 members 
Mstep: Class 38 contains 17161 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6200 members 
Mstep: Class 43 contains 6803 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8028 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1877 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16113 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6385 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17816 members 
Mstep: Class 61 contains 24187 members 
Mstep: Class 62 contains 12394 members 
Mstep: Class 63 contains 16110 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14017 members 
Mstep: Class 66 contains 4326 members 
Mstep: Class 67 contains 17914 members 
Mstep: Class 68 contains 24514 members 
Mstep: Class 69 contains 22327 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37108 members 
Mstep: Class 72 contains 22938 members 
Mstep: Class 73 contains 12526 members 
Mstep: Class 74 contains 8924 members 
Mstep: Class 75 contains 35582 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175796.000000 Penalty: 45747.167969
Iteration 366Q: 77 clusters Score -4.21758e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17554 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6345 members 
Mstep: Class 28 contains 13371 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3064 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1085 members 
Mstep: Class 33 contains 8390 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5977 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15115 members 
Mstep: Class 38 contains 16972 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6070 members 
Mstep: Class 43 contains 6807 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7928 members 
Mstep: Class 48 contains 2040 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1878 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16077 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6401 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17826 members 
Mstep: Class 61 contains 24509 members 
Mstep: Class 62 contains 12296 members 
Mstep: Class 63 contains 16205 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14244 members 
Mstep: Class 66 contains 4332 members 
Mstep: Class 67 contains 17917 members 
Mstep: Class 68 contains 24512 members 
Mstep: Class 69 contains 22330 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37226 members 
Mstep: Class 72 contains 22917 members 
Mstep: Class 73 contains 12249 members 
Mstep: Class 74 contains 8834 members 
Mstep: Class 75 contains 35750 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175592.000000 Penalty: 45747.167969
Iteration 367Q: 77 clusters Score -4.217559e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3095 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3399 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 3654 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 15189 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17560 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13366 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3064 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8415 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5925 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15096 members 
Mstep: Class 38 contains 16779 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5948 members 
Mstep: Class 43 contains 6813 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7818 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1881 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16028 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6411 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17841 members 
Mstep: Class 61 contains 24840 members 
Mstep: Class 62 contains 12145 members 
Mstep: Class 63 contains 16320 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14479 members 
Mstep: Class 66 contains 4324 members 
Mstep: Class 67 contains 17917 members 
Mstep: Class 68 contains 24507 members 
Mstep: Class 69 contains 22328 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37380 members 
Mstep: Class 72 contains 22906 members 
Mstep: Class 73 contains 12013 members 
Mstep: Class 74 contains 8709 members 
Mstep: Class 75 contains 35878 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175596.000000 Penalty: 45747.167969
Iteration 368Q: 77 clusters Score -4.21756e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3737 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47946 members 
Mstep: Class 14 contains 15084 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13360 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8435 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5867 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15087 members 
Mstep: Class 38 contains 16576 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5833 members 
Mstep: Class 43 contains 6817 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7691 members 
Mstep: Class 48 contains 2038 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1880 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16037 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6416 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17849 members 
Mstep: Class 61 contains 25177 members 
Mstep: Class 62 contains 12028 members 
Mstep: Class 63 contains 16441 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14689 members 
Mstep: Class 66 contains 4316 members 
Mstep: Class 67 contains 17918 members 
Mstep: Class 68 contains 24505 members 
Mstep: Class 69 contains 22331 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37565 members 
Mstep: Class 72 contains 22897 members 
Mstep: Class 73 contains 11776 members 
Mstep: Class 74 contains 8564 members 
Mstep: Class 75 contains 35972 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175720.000000 Penalty: 45747.167969
Iteration 369Q: 77 clusters Score -4.217572e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3087 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47948 members 
Mstep: Class 14 contains 15008 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1248 members 
Mstep: Class 20 contains 17586 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 13363 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8450 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5789 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15076 members 
Mstep: Class 38 contains 16295 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5699 members 
Mstep: Class 43 contains 6822 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7585 members 
Mstep: Class 48 contains 2037 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16108 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6420 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17862 members 
Mstep: Class 61 contains 25514 members 
Mstep: Class 62 contains 11911 members 
Mstep: Class 63 contains 16577 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14887 members 
Mstep: Class 66 contains 4313 members 
Mstep: Class 67 contains 17917 members 
Mstep: Class 68 contains 24503 members 
Mstep: Class 69 contains 22331 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37785 members 
Mstep: Class 72 contains 22900 members 
Mstep: Class 73 contains 11524 members 
Mstep: Class 74 contains 8426 members 
Mstep: Class 75 contains 36050 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175504.000000 Penalty: 45747.167969
Iteration 370Q: 77 clusters Score -4.21755e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3089 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3897 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47941 members 
Mstep: Class 14 contains 14934 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17596 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 13371 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1084 members 
Mstep: Class 33 contains 8475 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5720 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15061 members 
Mstep: Class 38 contains 16064 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5564 members 
Mstep: Class 43 contains 6829 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7492 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16195 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6422 members 
Mstep: Class 57 contains 2277 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17891 members 
Mstep: Class 61 contains 25781 members 
Mstep: Class 62 contains 11855 members 
Mstep: Class 63 contains 16709 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15051 members 
Mstep: Class 66 contains 4314 members 
Mstep: Class 67 contains 17917 members 
Mstep: Class 68 contains 24495 members 
Mstep: Class 69 contains 22348 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37990 members 
Mstep: Class 72 contains 22901 members 
Mstep: Class 73 contains 11275 members 
Mstep: Class 74 contains 8280 members 
Mstep: Class 75 contains 36171 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175284.000000 Penalty: 45747.167969
Iteration 371Q: 77 clusters Score -4.217528e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 3984 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47937 members 
Mstep: Class 14 contains 14867 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17604 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 13376 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 8485 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5648 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15049 members 
Mstep: Class 38 contains 15845 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5481 members 
Mstep: Class 43 contains 6835 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7395 members 
Mstep: Class 48 contains 2037 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1880 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16283 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6421 members 
Mstep: Class 57 contains 2278 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17927 members 
Mstep: Class 61 contains 26025 members 
Mstep: Class 62 contains 11832 members 
Mstep: Class 63 contains 16851 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15213 members 
Mstep: Class 66 contains 4312 members 
Mstep: Class 67 contains 17916 members 
Mstep: Class 68 contains 24499 members 
Mstep: Class 69 contains 22350 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38204 members 
Mstep: Class 72 contains 22907 members 
Mstep: Class 73 contains 11045 members 
Mstep: Class 74 contains 8114 members 
Mstep: Class 75 contains 36217 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175348.000000 Penalty: 45747.167969
Iteration 372Q: 77 clusters Score -4.217535e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 4065 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17616 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13360 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1081 members 
Mstep: Class 33 contains 8487 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5579 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15040 members 
Mstep: Class 38 contains 15630 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5378 members 
Mstep: Class 43 contains 6844 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7315 members 
Mstep: Class 48 contains 2037 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16323 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6426 members 
Mstep: Class 57 contains 2278 members 
Mstep: Class 58 contains 538 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17954 members 
Mstep: Class 61 contains 26275 members 
Mstep: Class 62 contains 11760 members 
Mstep: Class 63 contains 16971 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15384 members 
Mstep: Class 66 contains 4300 members 
Mstep: Class 67 contains 17916 members 
Mstep: Class 68 contains 24508 members 
Mstep: Class 69 contains 22349 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38389 members 
Mstep: Class 72 contains 22919 members 
Mstep: Class 73 contains 10859 members 
Mstep: Class 74 contains 7965 members 
Mstep: Class 75 contains 36306 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175084.000000 Penalty: 45747.167969
Iteration 373Q: 77 clusters Score -4.217508e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12209 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47934 members 
Mstep: Class 14 contains 14797 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 6629 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13344 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1081 members 
Mstep: Class 33 contains 8490 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5524 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15028 members 
Mstep: Class 38 contains 15425 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5276 members 
Mstep: Class 43 contains 6858 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7256 members 
Mstep: Class 48 contains 2037 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1878 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16335 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6431 members 
Mstep: Class 57 contains 2276 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17970 members 
Mstep: Class 61 contains 26533 members 
Mstep: Class 62 contains 11742 members 
Mstep: Class 63 contains 17084 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15541 members 
Mstep: Class 66 contains 4294 members 
Mstep: Class 67 contains 17915 members 
Mstep: Class 68 contains 24515 members 
Mstep: Class 69 contains 22370 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38594 members 
Mstep: Class 72 contains 22918 members 
Mstep: Class 73 contains 10682 members 
Mstep: Class 74 contains 7802 members 
Mstep: Class 75 contains 36372 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174964.000000 Penalty: 45747.167969
Iteration 374Q: 77 clusters Score -4.217496e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 12208 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47931 members 
Mstep: Class 14 contains 14758 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13305 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1079 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5487 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15022 members 
Mstep: Class 38 contains 15207 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5149 members 
Mstep: Class 43 contains 6868 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7211 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16345 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6439 members 
Mstep: Class 57 contains 2275 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18010 members 
Mstep: Class 61 contains 26790 members 
Mstep: Class 62 contains 11689 members 
Mstep: Class 63 contains 17162 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15694 members 
Mstep: Class 66 contains 4290 members 
Mstep: Class 67 contains 17916 members 
Mstep: Class 68 contains 24524 members 
Mstep: Class 69 contains 22390 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38779 members 
Mstep: Class 72 contains 22906 members 
Mstep: Class 73 contains 10506 members 
Mstep: Class 74 contains 7667 members 
Mstep: Class 75 contains 36414 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174784.000000 Penalty: 45747.167969
Iteration 375Q: 77 clusters Score -4.217478e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 12208 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47919 members 
Mstep: Class 14 contains 14711 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13264 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1076 members 
Mstep: Class 33 contains 8476 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5458 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15014 members 
Mstep: Class 38 contains 15003 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4996 members 
Mstep: Class 43 contains 6872 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7153 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1880 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16392 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6448 members 
Mstep: Class 57 contains 2280 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18056 members 
Mstep: Class 61 contains 27009 members 
Mstep: Class 62 contains 11592 members 
Mstep: Class 63 contains 17188 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15848 members 
Mstep: Class 66 contains 4282 members 
Mstep: Class 67 contains 17916 members 
Mstep: Class 68 contains 24539 members 
Mstep: Class 69 contains 22442 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38998 members 
Mstep: Class 72 contains 22883 members 
Mstep: Class 73 contains 10342 members 
Mstep: Class 74 contains 7542 members 
Mstep: Class 75 contains 36445 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174564.000000 Penalty: 45747.167969
Iteration 376Q: 77 clusters Score -4.217456e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 12208 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 4384 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47909 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17647 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6344 members 
Mstep: Class 28 contains 13216 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1072 members 
Mstep: Class 33 contains 8480 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5432 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 15001 members 
Mstep: Class 38 contains 14824 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4884 members 
Mstep: Class 43 contains 6880 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7081 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16430 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6463 members 
Mstep: Class 57 contains 2279 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18107 members 
Mstep: Class 61 contains 27224 members 
Mstep: Class 62 contains 11469 members 
Mstep: Class 63 contains 17254 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15965 members 
Mstep: Class 66 contains 4280 members 
Mstep: Class 67 contains 17916 members 
Mstep: Class 68 contains 24542 members 
Mstep: Class 69 contains 22484 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39201 members 
Mstep: Class 72 contains 22864 members 
Mstep: Class 73 contains 10196 members 
Mstep: Class 74 contains 7407 members 
Mstep: Class 75 contains 36541 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174248.000000 Penalty: 45747.167969
Iteration 377Q: 77 clusters Score -4.217425e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 12207 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 4453 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47893 members 
Mstep: Class 14 contains 14577 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17659 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 13170 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1071 members 
Mstep: Class 33 contains 8481 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5413 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14990 members 
Mstep: Class 38 contains 14682 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4793 members 
Mstep: Class 43 contains 6889 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7021 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16414 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6468 members 
Mstep: Class 57 contains 2278 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18133 members 
Mstep: Class 61 contains 27445 members 
Mstep: Class 62 contains 11305 members 
Mstep: Class 63 contains 17307 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16095 members 
Mstep: Class 66 contains 4279 members 
Mstep: Class 67 contains 17918 members 
Mstep: Class 68 contains 24537 members 
Mstep: Class 69 contains 22548 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39378 members 
Mstep: Class 72 contains 22841 members 
Mstep: Class 73 contains 10065 members 
Mstep: Class 74 contains 7282 members 
Mstep: Class 75 contains 36632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174016.000000 Penalty: 45747.167969
Iteration 378Q: 77 clusters Score -4.217402e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 12206 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6523 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4532 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47893 members 
Mstep: Class 14 contains 14498 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17659 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6341 members 
Mstep: Class 28 contains 13108 members 
Mstep: Class 29 contains 1961 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1070 members 
Mstep: Class 33 contains 8488 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5390 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14983 members 
Mstep: Class 38 contains 14522 members 
Mstep: Class 39 contains 1305 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 6905 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6964 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16428 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6483 members 
Mstep: Class 57 contains 2278 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18143 members 
Mstep: Class 61 contains 27683 members 
Mstep: Class 62 contains 11166 members 
Mstep: Class 63 contains 17349 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16223 members 
Mstep: Class 66 contains 4284 members 
Mstep: Class 67 contains 17919 members 
Mstep: Class 68 contains 24545 members 
Mstep: Class 69 contains 22601 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39524 members 
Mstep: Class 72 contains 22820 members 
Mstep: Class 73 contains 9919 members 
Mstep: Class 74 contains 7147 members 
Mstep: Class 75 contains 36758 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174084.000000 Penalty: 45747.167969
Iteration 379Q: 77 clusters Score -4.217408e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12204 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47898 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6339 members 
Mstep: Class 28 contains 13060 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1068 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5372 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14972 members 
Mstep: Class 38 contains 14361 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4623 members 
Mstep: Class 43 contains 6918 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6914 members 
Mstep: Class 48 contains 2036 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16448 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6492 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 27913 members 
Mstep: Class 62 contains 11057 members 
Mstep: Class 63 contains 17396 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16319 members 
Mstep: Class 66 contains 4294 members 
Mstep: Class 67 contains 17924 members 
Mstep: Class 68 contains 24550 members 
Mstep: Class 69 contains 22651 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39649 members 
Mstep: Class 72 contains 22793 members 
Mstep: Class 73 contains 9792 members 
Mstep: Class 74 contains 6998 members 
Mstep: Class 75 contains 36863 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173976.000000 Penalty: 45747.167969
Iteration 380F: 77 clusters Score -4.217398e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 12201 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47904 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17665 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6338 members 
Mstep: Class 28 contains 13036 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1067 members 
Mstep: Class 33 contains 8516 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5344 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14965 members 
Mstep: Class 38 contains 14184 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4541 members 
Mstep: Class 43 contains 6927 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6876 members 
Mstep: Class 48 contains 2034 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16517 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6495 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18142 members 
Mstep: Class 61 contains 28133 members 
Mstep: Class 62 contains 10961 members 
Mstep: Class 63 contains 17443 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16390 members 
Mstep: Class 66 contains 4301 members 
Mstep: Class 67 contains 17925 members 
Mstep: Class 68 contains 24563 members 
Mstep: Class 69 contains 22688 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39733 members 
Mstep: Class 72 contains 22783 members 
Mstep: Class 73 contains 9661 members 
Mstep: Class 74 contains 6872 members 
Mstep: Class 75 contains 37006 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173964.000000 Penalty: 45747.167969
Iteration 381Q: 77 clusters Score -4.217396e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 12195 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4758 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47901 members 
Mstep: Class 14 contains 14228 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6336 members 
Mstep: Class 28 contains 12984 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 1066 members 
Mstep: Class 33 contains 8539 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5316 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14951 members 
Mstep: Class 38 contains 14003 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4467 members 
Mstep: Class 43 contains 6931 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6825 members 
Mstep: Class 48 contains 2033 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16582 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6500 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18147 members 
Mstep: Class 61 contains 28406 members 
Mstep: Class 62 contains 10870 members 
Mstep: Class 63 contains 17498 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16451 members 
Mstep: Class 66 contains 4302 members 
Mstep: Class 67 contains 17926 members 
Mstep: Class 68 contains 24571 members 
Mstep: Class 69 contains 22744 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39827 members 
Mstep: Class 72 contains 22747 members 
Mstep: Class 73 contains 9539 members 
Mstep: Class 74 contains 6745 members 
Mstep: Class 75 contains 37167 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173632.000000 Penalty: 45747.167969
Iteration 382Q: 77 clusters Score -4.217363e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47904 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6335 members 
Mstep: Class 28 contains 12948 members 
Mstep: Class 29 contains 1962 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1062 members 
Mstep: Class 33 contains 8557 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5299 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14937 members 
Mstep: Class 38 contains 13859 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4400 members 
Mstep: Class 43 contains 6940 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6761 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16625 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6511 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18137 members 
Mstep: Class 61 contains 28691 members 
Mstep: Class 62 contains 10789 members 
Mstep: Class 63 contains 17543 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16521 members 
Mstep: Class 66 contains 4306 members 
Mstep: Class 67 contains 17925 members 
Mstep: Class 68 contains 24570 members 
Mstep: Class 69 contains 22794 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39927 members 
Mstep: Class 72 contains 22706 members 
Mstep: Class 73 contains 9373 members 
Mstep: Class 74 contains 6624 members 
Mstep: Class 75 contains 37306 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173252.000000 Penalty: 45747.167969
Iteration 383Q: 77 clusters Score -4.217325e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 12192 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47902 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17666 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6334 members 
Mstep: Class 28 contains 12924 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1055 members 
Mstep: Class 33 contains 8576 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5293 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14923 members 
Mstep: Class 38 contains 13735 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4344 members 
Mstep: Class 43 contains 6940 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6701 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16643 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6517 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18137 members 
Mstep: Class 61 contains 28941 members 
Mstep: Class 62 contains 10731 members 
Mstep: Class 63 contains 17556 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16602 members 
Mstep: Class 66 contains 4312 members 
Mstep: Class 67 contains 17923 members 
Mstep: Class 68 contains 24569 members 
Mstep: Class 69 contains 22848 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40000 members 
Mstep: Class 72 contains 22668 members 
Mstep: Class 73 contains 9224 members 
Mstep: Class 74 contains 6517 members 
Mstep: Class 75 contains 37459 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173068.000000 Penalty: 45747.167969
Iteration 384Q: 77 clusters Score -4.217307e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 12192 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 13908 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6332 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1049 members 
Mstep: Class 33 contains 8590 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5275 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14907 members 
Mstep: Class 38 contains 13587 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4310 members 
Mstep: Class 43 contains 6941 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6661 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16592 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6524 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 29217 members 
Mstep: Class 62 contains 10656 members 
Mstep: Class 63 contains 17563 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16734 members 
Mstep: Class 66 contains 4317 members 
Mstep: Class 67 contains 17923 members 
Mstep: Class 68 contains 24573 members 
Mstep: Class 69 contains 22899 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40064 members 
Mstep: Class 72 contains 22627 members 
Mstep: Class 73 contains 9078 members 
Mstep: Class 74 contains 6424 members 
Mstep: Class 75 contains 37603 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173056.000000 Penalty: 45747.167969
Iteration 385Q: 77 clusters Score -4.217306e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12192 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47911 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17668 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6330 members 
Mstep: Class 28 contains 12845 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1047 members 
Mstep: Class 33 contains 8589 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14897 members 
Mstep: Class 38 contains 13422 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4284 members 
Mstep: Class 43 contains 6946 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6622 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1886 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16526 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18150 members 
Mstep: Class 61 contains 29516 members 
Mstep: Class 62 contains 10598 members 
Mstep: Class 63 contains 17589 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16873 members 
Mstep: Class 66 contains 4320 members 
Mstep: Class 67 contains 17922 members 
Mstep: Class 68 contains 24574 members 
Mstep: Class 69 contains 22939 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40127 members 
Mstep: Class 72 contains 22600 members 
Mstep: Class 73 contains 8925 members 
Mstep: Class 74 contains 6315 members 
Mstep: Class 75 contains 37725 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172836.000000 Penalty: 45747.167969
Iteration 386Q: 77 clusters Score -4.217284e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 12192 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47905 members 
Mstep: Class 14 contains 13715 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17672 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6329 members 
Mstep: Class 28 contains 12827 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1045 members 
Mstep: Class 33 contains 8579 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14890 members 
Mstep: Class 38 contains 13321 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4232 members 
Mstep: Class 43 contains 6946 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6597 members 
Mstep: Class 48 contains 2033 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16420 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6534 members 
Mstep: Class 57 contains 2281 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18153 members 
Mstep: Class 61 contains 29745 members 
Mstep: Class 62 contains 10557 members 
Mstep: Class 63 contains 17630 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17028 members 
Mstep: Class 66 contains 4328 members 
Mstep: Class 67 contains 17923 members 
Mstep: Class 68 contains 24568 members 
Mstep: Class 69 contains 22970 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40186 members 
Mstep: Class 72 contains 22570 members 
Mstep: Class 73 contains 8776 members 
Mstep: Class 74 contains 6216 members 
Mstep: Class 75 contains 37871 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172656.000000 Penalty: 45747.167969
Iteration 387Q: 77 clusters Score -4.217266e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 12190 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5296 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47905 members 
Mstep: Class 14 contains 13653 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17680 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6327 members 
Mstep: Class 28 contains 12783 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1043 members 
Mstep: Class 33 contains 8557 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14885 members 
Mstep: Class 38 contains 13232 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4163 members 
Mstep: Class 43 contains 6947 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6546 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1889 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16331 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18155 members 
Mstep: Class 61 contains 29996 members 
Mstep: Class 62 contains 10543 members 
Mstep: Class 63 contains 17634 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17153 members 
Mstep: Class 66 contains 4334 members 
Mstep: Class 67 contains 17928 members 
Mstep: Class 68 contains 24570 members 
Mstep: Class 69 contains 22994 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40233 members 
Mstep: Class 72 contains 22547 members 
Mstep: Class 73 contains 8655 members 
Mstep: Class 74 contains 6132 members 
Mstep: Class 75 contains 38036 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172552.000000 Penalty: 45747.167969
Iteration 388Q: 77 clusters Score -4.217255e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 12187 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3362 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47908 members 
Mstep: Class 14 contains 13604 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17684 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6323 members 
Mstep: Class 28 contains 12764 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1042 members 
Mstep: Class 33 contains 8559 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5194 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14874 members 
Mstep: Class 38 contains 13132 members 
Mstep: Class 39 contains 1303 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4095 members 
Mstep: Class 43 contains 6955 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6524 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16282 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6539 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18158 members 
Mstep: Class 61 contains 30162 members 
Mstep: Class 62 contains 10512 members 
Mstep: Class 63 contains 17626 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17280 members 
Mstep: Class 66 contains 4334 members 
Mstep: Class 67 contains 17928 members 
Mstep: Class 68 contains 24568 members 
Mstep: Class 69 contains 23014 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40290 members 
Mstep: Class 72 contains 22541 members 
Mstep: Class 73 contains 8535 members 
Mstep: Class 74 contains 6050 members 
Mstep: Class 75 contains 38149 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172552.000000 Penalty: 45747.167969
Iteration 389Q: 77 clusters Score -4.217255e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5478 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47910 members 
Mstep: Class 14 contains 13532 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17693 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6322 members 
Mstep: Class 28 contains 12762 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3066 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8566 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5192 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 13067 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4062 members 
Mstep: Class 43 contains 6962 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6530 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16207 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6547 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18147 members 
Mstep: Class 61 contains 30278 members 
Mstep: Class 62 contains 10488 members 
Mstep: Class 63 contains 17635 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17435 members 
Mstep: Class 66 contains 4323 members 
Mstep: Class 67 contains 17928 members 
Mstep: Class 68 contains 24572 members 
Mstep: Class 69 contains 23028 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40338 members 
Mstep: Class 72 contains 22533 members 
Mstep: Class 73 contains 8399 members 
Mstep: Class 74 contains 5955 members 
Mstep: Class 75 contains 38237 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172408.000000 Penalty: 45747.167969
Iteration 390Q: 77 clusters Score -4.217241e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6512 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5562 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47914 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 12753 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8575 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5176 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14857 members 
Mstep: Class 38 contains 12960 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4002 members 
Mstep: Class 43 contains 6970 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6531 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16151 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6552 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18142 members 
Mstep: Class 61 contains 30423 members 
Mstep: Class 62 contains 10492 members 
Mstep: Class 63 contains 17646 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17593 members 
Mstep: Class 66 contains 4320 members 
Mstep: Class 67 contains 17928 members 
Mstep: Class 68 contains 24578 members 
Mstep: Class 69 contains 23048 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40395 members 
Mstep: Class 72 contains 22524 members 
Mstep: Class 73 contains 8264 members 
Mstep: Class 74 contains 5857 members 
Mstep: Class 75 contains 38321 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172296.000000 Penalty: 45747.167969
Iteration 391Q: 77 clusters Score -4.21723e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3357 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5633 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47914 members 
Mstep: Class 14 contains 13348 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 12761 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8585 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5169 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14851 members 
Mstep: Class 38 contains 12872 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3960 members 
Mstep: Class 43 contains 6980 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6521 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1889 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16130 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6549 members 
Mstep: Class 57 contains 2282 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18122 members 
Mstep: Class 61 contains 30519 members 
Mstep: Class 62 contains 10507 members 
Mstep: Class 63 contains 17643 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17749 members 
Mstep: Class 66 contains 4323 members 
Mstep: Class 67 contains 17929 members 
Mstep: Class 68 contains 24585 members 
Mstep: Class 69 contains 23063 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40445 members 
Mstep: Class 72 contains 22508 members 
Mstep: Class 73 contains 8121 members 
Mstep: Class 74 contains 5787 members 
Mstep: Class 75 contains 38391 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172076.000000 Penalty: 45747.167969
Iteration 392Q: 77 clusters Score -4.217208e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5717 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47917 members 
Mstep: Class 14 contains 13224 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17712 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1126 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 12775 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8595 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5153 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14847 members 
Mstep: Class 38 contains 12793 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3913 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1892 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16109 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6549 members 
Mstep: Class 57 contains 2283 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18108 members 
Mstep: Class 61 contains 30615 members 
Mstep: Class 62 contains 10562 members 
Mstep: Class 63 contains 17632 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17905 members 
Mstep: Class 66 contains 4325 members 
Mstep: Class 67 contains 17930 members 
Mstep: Class 68 contains 24582 members 
Mstep: Class 69 contains 23079 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40469 members 
Mstep: Class 72 contains 22508 members 
Mstep: Class 73 contains 7963 members 
Mstep: Class 74 contains 5712 members 
Mstep: Class 75 contains 38499 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171932.000000 Penalty: 45747.167969
Iteration 393Q: 77 clusters Score -4.217193e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3356 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47918 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17715 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 12804 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8604 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5151 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14836 members 
Mstep: Class 38 contains 12712 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3840 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6514 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1891 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16078 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6547 members 
Mstep: Class 57 contains 2287 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18105 members 
Mstep: Class 61 contains 30694 members 
Mstep: Class 62 contains 10590 members 
Mstep: Class 63 contains 17602 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18046 members 
Mstep: Class 66 contains 4336 members 
Mstep: Class 67 contains 17932 members 
Mstep: Class 68 contains 24578 members 
Mstep: Class 69 contains 23115 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40507 members 
Mstep: Class 72 contains 22488 members 
Mstep: Class 73 contains 7818 members 
Mstep: Class 74 contains 5641 members 
Mstep: Class 75 contains 38595 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171952.000000 Penalty: 45747.167969
Iteration 394Q: 77 clusters Score -4.217195e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47917 members 
Mstep: Class 14 contains 13017 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6223 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6320 members 
Mstep: Class 28 contains 12847 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8608 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5134 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14828 members 
Mstep: Class 38 contains 12628 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3776 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6512 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16068 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6544 members 
Mstep: Class 57 contains 2291 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18095 members 
Mstep: Class 61 contains 30767 members 
Mstep: Class 62 contains 10625 members 
Mstep: Class 63 contains 17561 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18206 members 
Mstep: Class 66 contains 4333 members 
Mstep: Class 67 contains 17932 members 
Mstep: Class 68 contains 24580 members 
Mstep: Class 69 contains 23161 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40526 members 
Mstep: Class 72 contains 22464 members 
Mstep: Class 73 contains 7646 members 
Mstep: Class 74 contains 5564 members 
Mstep: Class 75 contains 38704 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171740.000000 Penalty: 45747.167969
Iteration 395Q: 77 clusters Score -4.217174e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6498 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47921 members 
Mstep: Class 14 contains 12891 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17720 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 12894 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1040 members 
Mstep: Class 33 contains 8619 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5109 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14821 members 
Mstep: Class 38 contains 12554 members 
Mstep: Class 39 contains 1300 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6512 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1891 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16070 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6539 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18075 members 
Mstep: Class 61 contains 30809 members 
Mstep: Class 62 contains 10657 members 
Mstep: Class 63 contains 17513 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18387 members 
Mstep: Class 66 contains 4335 members 
Mstep: Class 67 contains 17932 members 
Mstep: Class 68 contains 24592 members 
Mstep: Class 69 contains 23191 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40548 members 
Mstep: Class 72 contains 22451 members 
Mstep: Class 73 contains 7471 members 
Mstep: Class 74 contains 5513 members 
Mstep: Class 75 contains 38799 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171608.000000 Penalty: 45747.167969
Iteration 396Q: 77 clusters Score -4.217161e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6495 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3348 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47924 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17717 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 12929 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5096 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14805 members 
Mstep: Class 38 contains 12473 members 
Mstep: Class 39 contains 1300 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3655 members 
Mstep: Class 43 contains 6983 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6516 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1892 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16061 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18056 members 
Mstep: Class 61 contains 30877 members 
Mstep: Class 62 contains 10710 members 
Mstep: Class 63 contains 17466 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18573 members 
Mstep: Class 66 contains 4332 members 
Mstep: Class 67 contains 17934 members 
Mstep: Class 68 contains 24595 members 
Mstep: Class 69 contains 23204 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40559 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 7302 members 
Mstep: Class 74 contains 5459 members 
Mstep: Class 75 contains 38948 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171444.000000 Penalty: 45747.167969
Iteration 397Q: 77 clusters Score -4.217144e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3017 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47926 members 
Mstep: Class 14 contains 12613 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17713 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 12959 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1039 members 
Mstep: Class 33 contains 8637 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5077 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14794 members 
Mstep: Class 38 contains 12391 members 
Mstep: Class 39 contains 1301 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3587 members 
Mstep: Class 43 contains 6982 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6531 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1892 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16045 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6537 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18028 members 
Mstep: Class 61 contains 30957 members 
Mstep: Class 62 contains 10792 members 
Mstep: Class 63 contains 17420 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18744 members 
Mstep: Class 66 contains 4337 members 
Mstep: Class 67 contains 17935 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23229 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40576 members 
Mstep: Class 72 contains 22457 members 
Mstep: Class 73 contains 7133 members 
Mstep: Class 74 contains 5406 members 
Mstep: Class 75 contains 39024 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171480.000000 Penalty: 45747.167969
Iteration 398Q: 77 clusters Score -4.217148e+07 nChanged 1174
Entering ConstructFrom: 
Score: -42171480.000000 Penalty: 45747.167969
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -13448.138672 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -13448.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13009.763672 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -13009.76 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13171.000000 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -13171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13258.844727 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -13258.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13352.788086 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -13352.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13400.031250 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -13400.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13416.271484 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -13416.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13438.792969 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -13438.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13459.234375 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -13459.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -13472.521484 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -13472.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13478.474609 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -13478.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13479.538086 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -13479.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13480.309570 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -13480.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13481.708984 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -13481.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13482.120117 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -13482.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13482.120117 Penalty: 555.332825
	Iteration 14F: 3 clusters Score -13482.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 204 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171080.000000 Penalty: 46349.105469
Splitting cluster 1 changes total score from -42171480.000000 to -42171080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28696.375000 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28696.38 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28900.275391 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28900.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28975.919922 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28975.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29008.898438 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -29008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29027.720703 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -29027.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29051.757812 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29051.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29062.806641 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29062.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29076.257812 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29076.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29092.996094 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29098.640625 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29098.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29103.136719 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29103.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29109.087891 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29109.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29111.037109 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29111.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29112.921875 Penalty: 572.364136
	Iteration 13Q: 3 clusters Score -29112.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29116.337891 Penalty: 572.364136
	Iteration 14Q: 3 clusters Score -29116.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29119.160156 Penalty: 572.364136
	Iteration 15Q: 3 clusters Score -29119.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29123.074219 Penalty: 572.364136
	Iteration 16Q: 3 clusters Score -29123.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29127.546875 Penalty: 572.364136
	Iteration 17Q: 3 clusters Score -29127.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29135.423828 Penalty: 572.364136
	Iteration 18Q: 3 clusters Score -29135.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29139.095703 Penalty: 572.364136
	Iteration 19Q: 3 clusters Score -29139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29139.658203 Penalty: 572.364136
	Iteration 20F: 3 clusters Score -29139.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29140.384766 Penalty: 572.364136
	Iteration 21Q: 3 clusters Score -29140.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29140.556641 Penalty: 572.364136
	Iteration 22Q: 3 clusters Score -29140.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29140.556641 Penalty: 572.364136
	Iteration 23F: 3 clusters Score -29140.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -6693.900879 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -6693.901 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 161 members 
Entering Unmasked Estep 
Score: -6319.473145 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -6319.473 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6471.869629 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -6471.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6506.544922 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -6506.545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6539.748535 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -6539.749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6578.000000 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -6578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6636.465820 Penalty: 532.811523
	Iteration 5F: 3 clusters Score -6636.466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6666.238770 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -6666.239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6698.047363 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -6698.047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6706.163574 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -6706.164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6706.458496 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -6706.458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6706.658203 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -6706.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6706.658203 Penalty: 532.811523
	Iteration 11F: 3 clusters Score -6706.658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 254 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 95 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171068.000000 Penalty: 46349.105469
Splitting cluster 3 changes total score from -42171480.000000 to -42171068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -224246.078125 Penalty: 364.501556
	Iteration 0F: 2 clusters Score -224246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -222151.125000 Penalty: 729.003113
	Iteration 0F: 3 clusters Score -222151.1 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -222910.000000 Penalty: 729.003113
	Iteration 1F: 3 clusters Score -222910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -222983.406250 Penalty: 729.003113
	Iteration 2F: 3 clusters Score -222983.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -223029.140625 Penalty: 729.003113
	Iteration 3Q: 3 clusters Score -223029.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -223062.281250 Penalty: 729.003113
	Iteration 4Q: 3 clusters Score -223062.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -223088.703125 Penalty: 729.003113
	Iteration 5Q: 3 clusters Score -223088.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -223121.750000 Penalty: 729.003113
	Iteration 6Q: 3 clusters Score -223121.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -223160.734375 Penalty: 729.003113
	Iteration 7Q: 3 clusters Score -223160.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -223216.281250 Penalty: 729.003113
	Iteration 8Q: 3 clusters Score -223216.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223298.593750 Penalty: 729.003113
	Iteration 9Q: 3 clusters Score -223298.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223377.984375 Penalty: 729.003113
	Iteration 10Q: 3 clusters Score -223378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223449.625000 Penalty: 729.003113
	Iteration 11Q: 3 clusters Score -223449.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223504.234375 Penalty: 729.003113
	Iteration 12Q: 3 clusters Score -223504.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -223548.062500 Penalty: 729.003113
	Iteration 13Q: 3 clusters Score -223548.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -223575.234375 Penalty: 729.003113
	Iteration 14Q: 3 clusters Score -223575.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223597.531250 Penalty: 729.003113
	Iteration 15Q: 3 clusters Score -223597.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -223620.984375 Penalty: 729.003113
	Iteration 16Q: 3 clusters Score -223621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -223646.000000 Penalty: 729.003113
	Iteration 17Q: 3 clusters Score -223646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -223671.000000 Penalty: 729.003113
	Iteration 18Q: 3 clusters Score -223671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -223687.718750 Penalty: 729.003113
	Iteration 19Q: 3 clusters Score -223687.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -223697.937500 Penalty: 729.003113
	Iteration 20F: 3 clusters Score -223697.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -223704.218750 Penalty: 729.003113
	Iteration 21Q: 3 clusters Score -223704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223714.109375 Penalty: 729.003113
	Iteration 22Q: 3 clusters Score -223714.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -223733.281250 Penalty: 729.003113
	Iteration 23Q: 3 clusters Score -223733.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -223750.468750 Penalty: 729.003113
	Iteration 24Q: 3 clusters Score -223750.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -223768.812500 Penalty: 729.003113
	Iteration 25Q: 3 clusters Score -223768.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -223781.734375 Penalty: 729.003113
	Iteration 26Q: 3 clusters Score -223781.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -223792.000000 Penalty: 729.003113
	Iteration 27Q: 3 clusters Score -223792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -223803.921875 Penalty: 729.003113
	Iteration 28Q: 3 clusters Score -223803.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -223816.312500 Penalty: 729.003113
	Iteration 29Q: 3 clusters Score -223816.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -223832.265625 Penalty: 729.003113
	Iteration 30Q: 3 clusters Score -223832.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -223850.828125 Penalty: 729.003113
	Iteration 31Q: 3 clusters Score -223850.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -223866.078125 Penalty: 729.003113
	Iteration 32Q: 3 clusters Score -223866.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -223877.203125 Penalty: 729.003113
	Iteration 33Q: 3 clusters Score -223877.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -223885.328125 Penalty: 729.003113
	Iteration 34Q: 3 clusters Score -223885.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -223895.296875 Penalty: 729.003113
	Iteration 35Q: 3 clusters Score -223895.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -223904.781250 Penalty: 729.003113
	Iteration 36Q: 3 clusters Score -223904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -223912.421875 Penalty: 729.003113
	Iteration 37Q: 3 clusters Score -223912.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -223920.875000 Penalty: 729.003113
	Iteration 38Q: 3 clusters Score -223920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -223928.250000 Penalty: 729.003113
	Iteration 39Q: 3 clusters Score -223928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -223936.718750 Penalty: 729.003113
	Iteration 40F: 3 clusters Score -223936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -223941.250000 Penalty: 729.003113
	Iteration 41Q: 3 clusters Score -223941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -223943.031250 Penalty: 729.003113
	Iteration 42Q: 3 clusters Score -223943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -223945.265625 Penalty: 729.003113
	Iteration 43Q: 3 clusters Score -223945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -223945.812500 Penalty: 729.003113
	Iteration 44Q: 3 clusters Score -223945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -223946.296875 Penalty: 729.003113
	Iteration 45Q: 3 clusters Score -223946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -223948.265625 Penalty: 729.003113
	Iteration 46Q: 3 clusters Score -223948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -223949.531250 Penalty: 729.003113
	Iteration 47Q: 3 clusters Score -223949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -223949.531250 Penalty: 729.003113
	Iteration 48F: 3 clusters Score -223949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -976351.812500 Penalty: 428.032318
	Iteration 0F: 2 clusters Score -976351.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -968340.000000 Penalty: 856.064636
	Iteration 0F: 3 clusters Score -968340 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -971551.937500 Penalty: 856.064636
	Iteration 1F: 3 clusters Score -971551.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -971776.750000 Penalty: 856.064636
	Iteration 2Q: 3 clusters Score -971776.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -972117.312500 Penalty: 856.064636
	Iteration 3F: 3 clusters Score -972117.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -972678.062500 Penalty: 856.064636
	Iteration 4F: 3 clusters Score -972678.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -973411.250000 Penalty: 856.064636
	Iteration 5F: 3 clusters Score -973411.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -974232.937500 Penalty: 856.064636
	Iteration 6F: 3 clusters Score -974232.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -974815.312500 Penalty: 856.064636
	Iteration 7F: 3 clusters Score -974815.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -975108.437500 Penalty: 856.064636
	Iteration 8Q: 3 clusters Score -975108.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -975267.187500 Penalty: 856.064636
	Iteration 9Q: 3 clusters Score -975267.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -975374.437500 Penalty: 856.064636
	Iteration 10Q: 3 clusters Score -975374.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -975443.312500 Penalty: 856.064636
	Iteration 11Q: 3 clusters Score -975443.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -975502.000000 Penalty: 856.064636
	Iteration 12Q: 3 clusters Score -975502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -975579.750000 Penalty: 856.064636
	Iteration 13Q: 3 clusters Score -975579.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -975641.125000 Penalty: 856.064636
	Iteration 14Q: 3 clusters Score -975641.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -975690.937500 Penalty: 856.064636
	Iteration 15Q: 3 clusters Score -975690.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -975732.125000 Penalty: 856.064636
	Iteration 16Q: 3 clusters Score -975732.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -975787.750000 Penalty: 856.064636
	Iteration 17Q: 3 clusters Score -975787.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -975844.125000 Penalty: 856.064636
	Iteration 18Q: 3 clusters Score -975844.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -975885.625000 Penalty: 856.064636
	Iteration 19Q: 3 clusters Score -975885.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -975908.750000 Penalty: 856.064636
	Iteration 20F: 3 clusters Score -975908.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -975925.875000 Penalty: 856.064636
	Iteration 21Q: 3 clusters Score -975925.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -975942.375000 Penalty: 856.064636
	Iteration 22Q: 3 clusters Score -975942.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -975954.375000 Penalty: 856.064636
	Iteration 23Q: 3 clusters Score -975954.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -975959.937500 Penalty: 856.064636
	Iteration 24Q: 3 clusters Score -975959.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -975959.812500 Penalty: 856.064636
	Iteration 25Q: 3 clusters Score -975959.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -975964.750000 Penalty: 856.064636
	Iteration 26Q: 3 clusters Score -975964.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -975967.562500 Penalty: 856.064636
	Iteration 27Q: 3 clusters Score -975967.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -975968.562500 Penalty: 856.064636
	Iteration 28Q: 3 clusters Score -975968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -975970.250000 Penalty: 856.064636
	Iteration 29Q: 3 clusters Score -975970.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -975969.062500 Penalty: 856.064636
	Iteration 30Q: 3 clusters Score -975969.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -975969.625000 Penalty: 856.064636
	Iteration 31Q: 3 clusters Score -975969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -975970.000000 Penalty: 856.064636
	Iteration 32Q: 3 clusters Score -975970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -975970.750000 Penalty: 856.064636
	Iteration 33Q: 3 clusters Score -975970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -975970.812500 Penalty: 856.064636
	Iteration 34Q: 3 clusters Score -975970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -975970.437500 Penalty: 856.064636
	Iteration 35Q: 3 clusters Score -975970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -975971.500000 Penalty: 856.064636
	Iteration 36Q: 3 clusters Score -975971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -975971.937500 Penalty: 856.064636
	Iteration 37Q: 3 clusters Score -975971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -975972.437500 Penalty: 856.064636
	Iteration 38Q: 3 clusters Score -975972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -975972.437500 Penalty: 856.064636
	Iteration 39F: 3 clusters Score -975972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13154.185547 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13154.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12847.012695 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12847.01 nChanged 105
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: -12998.481445 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12998.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13029.566406 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13029.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13059.402344 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -13059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13080.612305 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13080.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13111.724609 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13111.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13138.877930 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13138.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13153.120117 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13153.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13168.474609 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13168.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13175.683594 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13175.68 nChanged 4
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: -13181.850586 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -13181.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13183.717773 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -13183.72 nChanged 1
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: -13184.549805 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -13184.55 nChanged 0
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: -13184.549805 Penalty: 522.904541
	Iteration 13F: 3 clusters Score -13184.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 160 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 153 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171040.000000 Penalty: 46349.105469
Splitting cluster 6 changes total score from -42171480.000000 to -42171040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -506240.312500 Penalty: 399.378784
	Iteration 0F: 2 clusters Score -506240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -501858.031250 Penalty: 798.757568
	Iteration 0F: 3 clusters Score -501858 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -503572.593750 Penalty: 798.757568
	Iteration 1F: 3 clusters Score -503572.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -503768.468750 Penalty: 798.757568
	Iteration 2F: 3 clusters Score -503768.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -504022.781250 Penalty: 798.757568
	Iteration 3F: 3 clusters Score -504022.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -504307.656250 Penalty: 798.757568
	Iteration 4F: 3 clusters Score -504307.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -504611.875000 Penalty: 798.757568
	Iteration 5F: 3 clusters Score -504611.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -504891.593750 Penalty: 798.757568
	Iteration 6F: 3 clusters Score -504891.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -505070.625000 Penalty: 798.757568
	Iteration 7Q: 3 clusters Score -505070.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -505163.718750 Penalty: 798.757568
	Iteration 8Q: 3 clusters Score -505163.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -505229.593750 Penalty: 798.757568
	Iteration 9Q: 3 clusters Score -505229.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -505290.281250 Penalty: 798.757568
	Iteration 10Q: 3 clusters Score -505290.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -505347.000000 Penalty: 798.757568
	Iteration 11Q: 3 clusters Score -505347 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -505412.468750 Penalty: 798.757568
	Iteration 12Q: 3 clusters Score -505412.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -505463.812500 Penalty: 798.757568
	Iteration 13Q: 3 clusters Score -505463.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -505499.781250 Penalty: 798.757568
	Iteration 14Q: 3 clusters Score -505499.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -505520.406250 Penalty: 798.757568
	Iteration 15Q: 3 clusters Score -505520.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -505534.125000 Penalty: 798.757568
	Iteration 16Q: 3 clusters Score -505534.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -505543.343750 Penalty: 798.757568
	Iteration 17Q: 3 clusters Score -505543.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -505550.281250 Penalty: 798.757568
	Iteration 18Q: 3 clusters Score -505550.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -505553.437500 Penalty: 798.757568
	Iteration 19Q: 3 clusters Score -505553.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -505556.437500 Penalty: 798.757568
	Iteration 20F: 3 clusters Score -505556.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -505558.875000 Penalty: 798.757568
	Iteration 21Q: 3 clusters Score -505558.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -505563.187500 Penalty: 798.757568
	Iteration 22Q: 3 clusters Score -505563.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -505564.843750 Penalty: 798.757568
	Iteration 23Q: 3 clusters Score -505564.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -505569.593750 Penalty: 798.757568
	Iteration 24Q: 3 clusters Score -505569.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -505571.062500 Penalty: 798.757568
	Iteration 25Q: 3 clusters Score -505571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -505572.843750 Penalty: 798.757568
	Iteration 26Q: 3 clusters Score -505572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -505573.750000 Penalty: 798.757568
	Iteration 27Q: 3 clusters Score -505573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -505574.343750 Penalty: 798.757568
	Iteration 28Q: 3 clusters Score -505574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -505575.343750 Penalty: 798.757568
	Iteration 29Q: 3 clusters Score -505575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -505575.625000 Penalty: 798.757568
	Iteration 30Q: 3 clusters Score -505575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -505576.125000 Penalty: 798.757568
	Iteration 31Q: 3 clusters Score -505576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -505577.000000 Penalty: 798.757568
	Iteration 32Q: 3 clusters Score -505577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -505579.125000 Penalty: 798.757568
	Iteration 33Q: 3 clusters Score -505579.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -505578.906250 Penalty: 798.757568
	Iteration 34Q: 3 clusters Score -505578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -505578.593750 Penalty: 798.757568
	Iteration 35Q: 3 clusters Score -505578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -505578.781250 Penalty: 798.757568
	Iteration 36Q: 3 clusters Score -505578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -505579.468750 Penalty: 798.757568
	Iteration 37Q: 3 clusters Score -505579.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -505579.718750 Penalty: 798.757568
	Iteration 38Q: 3 clusters Score -505579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -505579.843750 Penalty: 798.757568
	Iteration 39Q: 3 clusters Score -505579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -505579.812500 Penalty: 798.757568
	Iteration 40F: 3 clusters Score -505579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -505579.781250 Penalty: 798.757568
	Iteration 41Q: 3 clusters Score -505579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -505578.937500 Penalty: 798.757568
	Iteration 42Q: 3 clusters Score -505578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -505580.625000 Penalty: 798.757568
	Iteration 43Q: 3 clusters Score -505580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -505581.656250 Penalty: 798.757568
	Iteration 44Q: 3 clusters Score -505581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -505581.437500 Penalty: 798.757568
	Iteration 45Q: 3 clusters Score -505581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -505581.437500 Penalty: 798.757568
	Iteration 46F: 3 clusters Score -505581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24625.822266 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24625.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24230.890625 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24230.89 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24343.710938 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24343.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -24382.037109 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24382.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24407.728516 Penalty: 542.919373
	Iteration 3F: 3 clusters Score -24407.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24416.451172 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24416.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24419.265625 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24419.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24426.253906 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24426.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24430.660156 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24430.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24431.878906 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24431.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24431.878906 Penalty: 542.919373
	Iteration 9F: 3 clusters Score -24431.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -248473.062500 Penalty: 369.215393
	Iteration 0F: 2 clusters Score -248473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -246169.531250 Penalty: 738.430786
	Iteration 0F: 3 clusters Score -246169.5 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -246977.187500 Penalty: 738.430786
	Iteration 1F: 3 clusters Score -246977.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -247064.812500 Penalty: 738.430786
	Iteration 2F: 3 clusters Score -247064.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -247169.015625 Penalty: 738.430786
	Iteration 3F: 3 clusters Score -247169 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -247276.625000 Penalty: 738.430786
	Iteration 4F: 3 clusters Score -247276.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -247389.796875 Penalty: 738.430786
	Iteration 5F: 3 clusters Score -247389.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247510.203125 Penalty: 738.430786
	Iteration 6F: 3 clusters Score -247510.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -247646.453125 Penalty: 738.430786
	Iteration 7F: 3 clusters Score -247646.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -247785.750000 Penalty: 738.430786
	Iteration 8F: 3 clusters Score -247785.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -247905.750000 Penalty: 738.430786
	Iteration 9Q: 3 clusters Score -247905.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -248013.703125 Penalty: 738.430786
	Iteration 10Q: 3 clusters Score -248013.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -248100.125000 Penalty: 738.430786
	Iteration 11Q: 3 clusters Score -248100.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -248147.968750 Penalty: 738.430786
	Iteration 12Q: 3 clusters Score -248148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -248178.250000 Penalty: 738.430786
	Iteration 13Q: 3 clusters Score -248178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -248194.750000 Penalty: 738.430786
	Iteration 14Q: 3 clusters Score -248194.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -248199.796875 Penalty: 738.430786
	Iteration 15Q: 3 clusters Score -248199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -248203.156250 Penalty: 738.430786
	Iteration 16Q: 3 clusters Score -248203.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -248207.812500 Penalty: 738.430786
	Iteration 17Q: 3 clusters Score -248207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -248209.921875 Penalty: 738.430786
	Iteration 18Q: 3 clusters Score -248209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -248210.734375 Penalty: 738.430786
	Iteration 19Q: 3 clusters Score -248210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -248210.734375 Penalty: 738.430786
	Iteration 20F: 3 clusters Score -248210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -164571.671875 Penalty: 351.321381
	Iteration 0F: 2 clusters Score -164571.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -162982.640625 Penalty: 702.642761
	Iteration 0F: 3 clusters Score -162982.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -163554.718750 Penalty: 702.642761
	Iteration 1F: 3 clusters Score -163554.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -163662.671875 Penalty: 702.642761
	Iteration 2F: 3 clusters Score -163662.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -163746.843750 Penalty: 702.642761
	Iteration 3F: 3 clusters Score -163746.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -163817.859375 Penalty: 702.642761
	Iteration 4F: 3 clusters Score -163817.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -163865.562500 Penalty: 702.642761
	Iteration 5Q: 3 clusters Score -163865.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -163903.828125 Penalty: 702.642761
	Iteration 6Q: 3 clusters Score -163903.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -163940.718750 Penalty: 702.642761
	Iteration 7Q: 3 clusters Score -163940.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -163976.718750 Penalty: 702.642761
	Iteration 8Q: 3 clusters Score -163976.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -164019.750000 Penalty: 702.642761
	Iteration 9Q: 3 clusters Score -164019.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -164061.250000 Penalty: 702.642761
	Iteration 10Q: 3 clusters Score -164061.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -164094.515625 Penalty: 702.642761
	Iteration 11Q: 3 clusters Score -164094.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -164120.921875 Penalty: 702.642761
	Iteration 12Q: 3 clusters Score -164120.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -164143.343750 Penalty: 702.642761
	Iteration 13Q: 3 clusters Score -164143.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -164163.328125 Penalty: 702.642761
	Iteration 14Q: 3 clusters Score -164163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -164177.187500 Penalty: 702.642761
	Iteration 15Q: 3 clusters Score -164177.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -164193.859375 Penalty: 702.642761
	Iteration 16Q: 3 clusters Score -164193.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -164210.046875 Penalty: 702.642761
	Iteration 17Q: 3 clusters Score -164210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -164223.953125 Penalty: 702.642761
	Iteration 18Q: 3 clusters Score -164224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -164227.765625 Penalty: 702.642761
	Iteration 19Q: 3 clusters Score -164227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -164229.484375 Penalty: 702.642761
	Iteration 20F: 3 clusters Score -164229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -164229.734375 Penalty: 702.642761
	Iteration 21Q: 3 clusters Score -164229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -164229.734375 Penalty: 702.642761
	Iteration 22F: 3 clusters Score -164229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -506208.500000 Penalty: 397.663483
	Iteration 0F: 2 clusters Score -506208.5 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 3189 members 
Entering Unmasked Estep 
Score: -501988.437500 Penalty: 795.326965
	Iteration 0F: 3 clusters Score -501988.4 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -503811.781250 Penalty: 795.326965
	Iteration 1F: 3 clusters Score -503811.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -504170.000000 Penalty: 795.326965
	Iteration 2F: 3 clusters Score -504170 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -504576.156250 Penalty: 795.326965
	Iteration 3F: 3 clusters Score -504576.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -504940.718750 Penalty: 795.326965
	Iteration 4F: 3 clusters Score -504940.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -505190.562500 Penalty: 795.326965
	Iteration 5F: 3 clusters Score -505190.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -505341.812500 Penalty: 795.326965
	Iteration 6Q: 3 clusters Score -505341.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -505461.062500 Penalty: 795.326965
	Iteration 7Q: 3 clusters Score -505461.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -505546.718750 Penalty: 795.326965
	Iteration 8Q: 3 clusters Score -505546.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -505612.156250 Penalty: 795.326965
	Iteration 9Q: 3 clusters Score -505612.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -505677.812500 Penalty: 795.326965
	Iteration 10Q: 3 clusters Score -505677.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -505740.000000 Penalty: 795.326965
	Iteration 11Q: 3 clusters Score -505740 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -505802.562500 Penalty: 795.326965
	Iteration 12Q: 3 clusters Score -505802.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -505852.937500 Penalty: 795.326965
	Iteration 13Q: 3 clusters Score -505852.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -505891.906250 Penalty: 795.326965
	Iteration 14Q: 3 clusters Score -505891.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -505928.062500 Penalty: 795.326965
	Iteration 15Q: 3 clusters Score -505928.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -505958.906250 Penalty: 795.326965
	Iteration 16Q: 3 clusters Score -505958.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -505979.187500 Penalty: 795.326965
	Iteration 17Q: 3 clusters Score -505979.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -505991.000000 Penalty: 795.326965
	Iteration 18Q: 3 clusters Score -505991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -505993.937500 Penalty: 795.326965
	Iteration 19Q: 3 clusters Score -505993.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -506003.187500 Penalty: 795.326965
	Iteration 20F: 3 clusters Score -506003.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -506009.031250 Penalty: 795.326965
	Iteration 21Q: 3 clusters Score -506009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -506014.343750 Penalty: 795.326965
	Iteration 22Q: 3 clusters Score -506014.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -506021.375000 Penalty: 795.326965
	Iteration 23Q: 3 clusters Score -506021.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -506029.812500 Penalty: 795.326965
	Iteration 24Q: 3 clusters Score -506029.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -506034.531250 Penalty: 795.326965
	Iteration 25Q: 3 clusters Score -506034.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -506037.031250 Penalty: 795.326965
	Iteration 26Q: 3 clusters Score -506037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -506040.375000 Penalty: 795.326965
	Iteration 27Q: 3 clusters Score -506040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -506042.593750 Penalty: 795.326965
	Iteration 28Q: 3 clusters Score -506042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -506044.781250 Penalty: 795.326965
	Iteration 29Q: 3 clusters Score -506044.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -506046.937500 Penalty: 795.326965
	Iteration 30Q: 3 clusters Score -506046.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -506049.125000 Penalty: 795.326965
	Iteration 31Q: 3 clusters Score -506049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -506051.812500 Penalty: 795.326965
	Iteration 32Q: 3 clusters Score -506051.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -506054.437500 Penalty: 795.326965
	Iteration 33Q: 3 clusters Score -506054.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -506056.562500 Penalty: 795.326965
	Iteration 34Q: 3 clusters Score -506056.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -506057.156250 Penalty: 795.326965
	Iteration 35Q: 3 clusters Score -506057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -506057.968750 Penalty: 795.326965
	Iteration 36Q: 3 clusters Score -506058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -506058.000000 Penalty: 795.326965
	Iteration 37Q: 3 clusters Score -506058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -506057.812500 Penalty: 795.326965
	Iteration 38Q: 3 clusters Score -506057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -506058.093750 Penalty: 795.326965
	Iteration 39Q: 3 clusters Score -506058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -506058.687500 Penalty: 795.326965
	Iteration 40F: 3 clusters Score -506058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -506059.437500 Penalty: 795.326965
	Iteration 41Q: 3 clusters Score -506059.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -506059.718750 Penalty: 795.326965
	Iteration 42Q: 3 clusters Score -506059.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -506060.843750 Penalty: 795.326965
	Iteration 43Q: 3 clusters Score -506060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -506062.156250 Penalty: 795.326965
	Iteration 44Q: 3 clusters Score -506062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -506064.687500 Penalty: 795.326965
	Iteration 45Q: 3 clusters Score -506064.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -506065.156250 Penalty: 795.326965
	Iteration 46Q: 3 clusters Score -506065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -506066.812500 Penalty: 795.326965
	Iteration 47Q: 3 clusters Score -506066.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -506067.312500 Penalty: 795.326965
	Iteration 48Q: 3 clusters Score -506067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -506068.156250 Penalty: 795.326965
	Iteration 49Q: 3 clusters Score -506068.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -506069.500000 Penalty: 795.326965
	Iteration 50Q: 3 clusters Score -506069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -506069.781250 Penalty: 795.326965
	Iteration 51Q: 3 clusters Score -506069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -506069.218750 Penalty: 795.326965
	Iteration 52Q: 3 clusters Score -506069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -506069.343750 Penalty: 795.326965
	Iteration 53Q: 3 clusters Score -506069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -506069.343750 Penalty: 795.326965
	Iteration 54F: 3 clusters Score -506069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16254.763672 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16254.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16323.957031 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16323.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16334.124023 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16334.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16337.576172 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16337.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16341.240234 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16341.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16344.377930 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16344.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16345.008789 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16345.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16345.861328 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16345.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16346.260742 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16346.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16346.260742 Penalty: 500.985168
	Iteration 9F: 3 clusters Score -16346.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Entering Unmasked Estep 
Score: -3658347.750000 Penalty: 490.378937
	Iteration 0F: 2 clusters Score -3658348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3627749.000000 Penalty: 980.757874
	Iteration 0F: 3 clusters Score -3627749 nChanged 23317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3641650.250000 Penalty: 980.757874
	Iteration 1F: 3 clusters Score -3641650 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3642774.500000 Penalty: 980.757874
	Iteration 2F: 3 clusters Score -3642774 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3644335.250000 Penalty: 980.757874
	Iteration 3F: 3 clusters Score -3644335 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3646447.000000 Penalty: 980.757874
	Iteration 4F: 3 clusters Score -3646447 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3648717.500000 Penalty: 980.757874
	Iteration 5F: 3 clusters Score -3648718 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3650074.500000 Penalty: 980.757874
	Iteration 6F: 3 clusters Score -3650074 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3650523.500000 Penalty: 980.757874
	Iteration 7Q: 3 clusters Score -3650524 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3650650.250000 Penalty: 980.757874
	Iteration 8Q: 3 clusters Score -3650650 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3650710.500000 Penalty: 980.757874
	Iteration 9Q: 3 clusters Score -3650710 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3650766.500000 Penalty: 980.757874
	Iteration 10Q: 3 clusters Score -3650766 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -3650796.750000 Penalty: 980.757874
	Iteration 11Q: 3 clusters Score -3650797 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3650805.000000 Penalty: 980.757874
	Iteration 12Q: 3 clusters Score -3650805 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3650842.500000 Penalty: 980.757874
	Iteration 13Q: 3 clusters Score -3650842 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3650876.750000 Penalty: 980.757874
	Iteration 14Q: 3 clusters Score -3650877 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3650908.750000 Penalty: 980.757874
	Iteration 15Q: 3 clusters Score -3650909 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3650931.250000 Penalty: 980.757874
	Iteration 16Q: 3 clusters Score -3650931 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3650920.500000 Penalty: 980.757874
	Iteration 17Q: 3 clusters Score -3650920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3650941.250000 Penalty: 980.757874
	Iteration 18Q: 3 clusters Score -3650941 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3650956.750000 Penalty: 980.757874
	Iteration 19Q: 3 clusters Score -3650957 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3650981.500000 Penalty: 980.757874
	Iteration 20F: 3 clusters Score -3650982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3651007.500000 Penalty: 980.757874
	Iteration 21Q: 3 clusters Score -3651008 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3651009.000000 Penalty: 980.757874
	Iteration 22Q: 3 clusters Score -3651009 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3651029.500000 Penalty: 980.757874
	Iteration 23Q: 3 clusters Score -3651030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3651029.250000 Penalty: 980.757874
	Iteration 24Q: 3 clusters Score -3651029 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3651033.500000 Penalty: 980.757874
	Iteration 25Q: 3 clusters Score -3651034 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3651058.250000 Penalty: 980.757874
	Iteration 26Q: 3 clusters Score -3651058 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3651067.500000 Penalty: 980.757874
	Iteration 27Q: 3 clusters Score -3651068 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3651074.500000 Penalty: 980.757874
	Iteration 28Q: 3 clusters Score -3651074 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3651081.000000 Penalty: 980.757874
	Iteration 29Q: 3 clusters Score -3651081 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3651083.000000 Penalty: 980.757874
	Iteration 30Q: 3 clusters Score -3651083 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3651098.000000 Penalty: 980.757874
	Iteration 31Q: 3 clusters Score -3651098 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3651111.000000 Penalty: 980.757874
	Iteration 32Q: 3 clusters Score -3651111 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3651096.000000 Penalty: 980.757874
	Iteration 33Q: 3 clusters Score -3651096 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3651096.000000 Penalty: 980.757874
	Iteration 34Q: 3 clusters Score -3651096 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3651109.000000 Penalty: 980.757874
	Iteration 35Q: 3 clusters Score -3651109 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3651101.250000 Penalty: 980.757874
	Iteration 36Q: 3 clusters Score -3651101 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3651094.500000 Penalty: 980.757874
	Iteration 37Q: 3 clusters Score -3651094 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -3651089.750000 Penalty: 980.757874
	Iteration 38Q: 3 clusters Score -3651090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3651085.500000 Penalty: 980.757874
	Iteration 39Q: 3 clusters Score -3651086 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3651075.250000 Penalty: 980.757874
	Iteration 40F: 3 clusters Score -3651075 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -3651058.250000 Penalty: 980.757874
	Iteration 41Q: 3 clusters Score -3651058 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3651074.500000 Penalty: 980.757874
	Iteration 42Q: 3 clusters Score -3651074 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3651108.000000 Penalty: 980.757874
	Iteration 43Q: 3 clusters Score -3651108 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3651152.000000 Penalty: 980.757874
	Iteration 44Q: 3 clusters Score -3651152 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3651183.250000 Penalty: 980.757874
	Iteration 45Q: 3 clusters Score -3651183 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3651193.500000 Penalty: 980.757874
	Iteration 46Q: 3 clusters Score -3651194 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3651237.750000 Penalty: 980.757874
	Iteration 47Q: 3 clusters Score -3651238 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3651283.500000 Penalty: 980.757874
	Iteration 48Q: 3 clusters Score -3651284 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3651327.750000 Penalty: 980.757874
	Iteration 49Q: 3 clusters Score -3651328 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3651403.750000 Penalty: 980.757874
	Iteration 50Q: 3 clusters Score -3651404 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3651454.000000 Penalty: 980.757874
	Iteration 51Q: 3 clusters Score -3651454 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3651513.000000 Penalty: 980.757874
	Iteration 52Q: 3 clusters Score -3651513 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3651583.500000 Penalty: 980.757874
	Iteration 53Q: 3 clusters Score -3651584 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3651649.250000 Penalty: 980.757874
	Iteration 54Q: 3 clusters Score -3651649 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3651751.250000 Penalty: 980.757874
	Iteration 55Q: 3 clusters Score -3651751 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3651775.750000 Penalty: 980.757874
	Iteration 56Q: 3 clusters Score -3651776 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3651862.750000 Penalty: 980.757874
	Iteration 57Q: 3 clusters Score -3651863 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3651919.500000 Penalty: 980.757874
	Iteration 58Q: 3 clusters Score -3651920 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3652014.000000 Penalty: 980.757874
	Iteration 59Q: 3 clusters Score -3652014 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3652111.000000 Penalty: 980.757874
	Iteration 60F: 3 clusters Score -3652111 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3652212.500000 Penalty: 980.757874
	Iteration 61Q: 3 clusters Score -3652212 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3652265.750000 Penalty: 980.757874
	Iteration 62Q: 3 clusters Score -3652266 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3652357.500000 Penalty: 980.757874
	Iteration 63Q: 3 clusters Score -3652358 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3652429.250000 Penalty: 980.757874
	Iteration 64Q: 3 clusters Score -3652429 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3652472.750000 Penalty: 980.757874
	Iteration 65Q: 3 clusters Score -3652473 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -3652574.000000 Penalty: 980.757874
	Iteration 66Q: 3 clusters Score -3652574 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -3652601.750000 Penalty: 980.757874
	Iteration 67Q: 3 clusters Score -3652602 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3652674.500000 Penalty: 980.757874
	Iteration 68Q: 3 clusters Score -3652674 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3652803.250000 Penalty: 980.757874
	Iteration 69Q: 3 clusters Score -3652803 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -3652899.000000 Penalty: 980.757874
	Iteration 70Q: 3 clusters Score -3652899 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -3653002.000000 Penalty: 980.757874
	Iteration 71Q: 3 clusters Score -3653002 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -3653110.750000 Penalty: 980.757874
	Iteration 72Q: 3 clusters Score -3653111 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3653220.250000 Penalty: 980.757874
	Iteration 73Q: 3 clusters Score -3653220 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -3653328.000000 Penalty: 980.757874
	Iteration 74Q: 3 clusters Score -3653328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3653444.000000 Penalty: 980.757874
	Iteration 75Q: 3 clusters Score -3653444 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -3653609.750000 Penalty: 980.757874
	Iteration 76Q: 3 clusters Score -3653610 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -3653727.750000 Penalty: 980.757874
	Iteration 77Q: 3 clusters Score -3653728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -3653882.500000 Penalty: 980.757874
	Iteration 78Q: 3 clusters Score -3653882 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -3654073.500000 Penalty: 980.757874
	Iteration 79Q: 3 clusters Score -3654074 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -3654223.500000 Penalty: 980.757874
	Iteration 80F: 3 clusters Score -3654224 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -3654424.000000 Penalty: 980.757874
	Iteration 81Q: 3 clusters Score -3654424 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -3654644.500000 Penalty: 980.757874
	Iteration 82Q: 3 clusters Score -3654644 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -3654827.750000 Penalty: 980.757874
	Iteration 83Q: 3 clusters Score -3654828 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -3655061.000000 Penalty: 980.757874
	Iteration 84Q: 3 clusters Score -3655061 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -3655309.250000 Penalty: 980.757874
	Iteration 85Q: 3 clusters Score -3655309 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -3655571.750000 Penalty: 980.757874
	Iteration 86Q: 3 clusters Score -3655572 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -3655874.000000 Penalty: 980.757874
	Iteration 87Q: 3 clusters Score -3655874 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -3656120.750000 Penalty: 980.757874
	Iteration 88Q: 3 clusters Score -3656121 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -3656344.000000 Penalty: 980.757874
	Iteration 89Q: 3 clusters Score -3656344 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -3656512.500000 Penalty: 980.757874
	Iteration 90Q: 3 clusters Score -3656512 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -3656620.250000 Penalty: 980.757874
	Iteration 91Q: 3 clusters Score -3656620 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -3656759.500000 Penalty: 980.757874
	Iteration 92Q: 3 clusters Score -3656760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -3656915.250000 Penalty: 980.757874
	Iteration 93Q: 3 clusters Score -3656915 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -3657052.750000 Penalty: 980.757874
	Iteration 94Q: 3 clusters Score -3657053 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -3657245.250000 Penalty: 980.757874
	Iteration 95Q: 3 clusters Score -3657245 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -3657407.750000 Penalty: 980.757874
	Iteration 96Q: 3 clusters Score -3657408 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -3657570.000000 Penalty: 980.757874
	Iteration 97Q: 3 clusters Score -3657570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -3657645.500000 Penalty: 980.757874
	Iteration 98Q: 3 clusters Score -3657646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -3657685.750000 Penalty: 980.757874
	Iteration 99Q: 3 clusters Score -3657686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -3657730.250000 Penalty: 980.757874
	Iteration 100F: 3 clusters Score -3657730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -3657751.250000 Penalty: 980.757874
	Iteration 101Q: 3 clusters Score -3657751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -3657773.000000 Penalty: 980.757874
	Iteration 102Q: 3 clusters Score -3657773 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -3657786.750000 Penalty: 980.757874
	Iteration 103Q: 3 clusters Score -3657787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -3657818.000000 Penalty: 980.757874
	Iteration 104Q: 3 clusters Score -3657818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -3657836.500000 Penalty: 980.757874
	Iteration 105Q: 3 clusters Score -3657836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -3657859.000000 Penalty: 980.757874
	Iteration 106Q: 3 clusters Score -3657859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -3657865.750000 Penalty: 980.757874
	Iteration 107Q: 3 clusters Score -3657866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -3657896.250000 Penalty: 980.757874
	Iteration 108Q: 3 clusters Score -3657896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -3657909.000000 Penalty: 980.757874
	Iteration 109Q: 3 clusters Score -3657909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -3657921.500000 Penalty: 980.757874
	Iteration 110Q: 3 clusters Score -3657922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -3657928.750000 Penalty: 980.757874
	Iteration 111Q: 3 clusters Score -3657929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -3657934.750000 Penalty: 980.757874
	Iteration 112Q: 3 clusters Score -3657935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -3657934.250000 Penalty: 980.757874
	Iteration 113Q: 3 clusters Score -3657934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -3657952.250000 Penalty: 980.757874
	Iteration 114Q: 3 clusters Score -3657952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -3657956.250000 Penalty: 980.757874
	Iteration 115Q: 3 clusters Score -3657956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -3657957.250000 Penalty: 980.757874
	Iteration 116Q: 3 clusters Score -3657957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -3657957.500000 Penalty: 980.757874
	Iteration 117Q: 3 clusters Score -3657958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -3657968.500000 Penalty: 980.757874
	Iteration 118Q: 3 clusters Score -3657968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -3657970.000000 Penalty: 980.757874
	Iteration 119Q: 3 clusters Score -3657970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -3657972.250000 Penalty: 980.757874
	Iteration 120F: 3 clusters Score -3657972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -3657971.250000 Penalty: 980.757874
	Iteration 121Q: 3 clusters Score -3657971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -3657969.000000 Penalty: 980.757874
	Iteration 122Q: 3 clusters Score -3657969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -3657969.250000 Penalty: 980.757874
	Iteration 123Q: 3 clusters Score -3657969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -3657982.500000 Penalty: 980.757874
	Iteration 124Q: 3 clusters Score -3657982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -3657979.750000 Penalty: 980.757874
	Iteration 125Q: 3 clusters Score -3657980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -3657983.750000 Penalty: 980.757874
	Iteration 126Q: 3 clusters Score -3657984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -3657986.500000 Penalty: 980.757874
	Iteration 127Q: 3 clusters Score -3657986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -3657984.750000 Penalty: 980.757874
	Iteration 128Q: 3 clusters Score -3657985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -3657987.250000 Penalty: 980.757874
	Iteration 129Q: 3 clusters Score -3657987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -3657995.000000 Penalty: 980.757874
	Iteration 130Q: 3 clusters Score -3657995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -3658016.000000 Penalty: 980.757874
	Iteration 131Q: 3 clusters Score -3658016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -3658031.000000 Penalty: 980.757874
	Iteration 132Q: 3 clusters Score -3658031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -3658040.750000 Penalty: 980.757874
	Iteration 133Q: 3 clusters Score -3658041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -3658067.750000 Penalty: 980.757874
	Iteration 134Q: 3 clusters Score -3658068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -3658072.000000 Penalty: 980.757874
	Iteration 135Q: 3 clusters Score -3658072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -3658073.000000 Penalty: 980.757874
	Iteration 136Q: 3 clusters Score -3658073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -3658073.000000 Penalty: 980.757874
	Iteration 137Q: 3 clusters Score -3658073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -3658076.000000 Penalty: 980.757874
	Iteration 138Q: 3 clusters Score -3658076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -3658072.750000 Penalty: 980.757874
	Iteration 139Q: 3 clusters Score -3658073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -3658079.250000 Penalty: 980.757874
	Iteration 140F: 3 clusters Score -3658079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -3658082.750000 Penalty: 980.757874
	Iteration 141Q: 3 clusters Score -3658083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -3658085.750000 Penalty: 980.757874
	Iteration 142Q: 3 clusters Score -3658086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -3658083.500000 Penalty: 980.757874
	Iteration 143Q: 3 clusters Score -3658084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -3658083.500000 Penalty: 980.757874
	Iteration 144F: 3 clusters Score -3658084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Entering Unmasked Estep 
Score: -1010845.125000 Penalty: 429.121460
	Iteration 0F: 2 clusters Score -1010845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1002526.562500 Penalty: 858.242920
	Iteration 0F: 3 clusters Score -1002527 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1005717.500000 Penalty: 858.242920
	Iteration 1F: 3 clusters Score -1005718 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1005818.250000 Penalty: 858.242920
	Iteration 2Q: 3 clusters Score -1005818 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1005925.250000 Penalty: 858.242920
	Iteration 3Q: 3 clusters Score -1005925 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1006077.750000 Penalty: 858.242920
	Iteration 4Q: 3 clusters Score -1006078 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1006336.000000 Penalty: 858.242920
	Iteration 5Q: 3 clusters Score -1006336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1006786.687500 Penalty: 858.242920
	Iteration 6F: 3 clusters Score -1006787 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1007519.437500 Penalty: 858.242920
	Iteration 7F: 3 clusters Score -1007519 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1008475.500000 Penalty: 858.242920
	Iteration 8F: 3 clusters Score -1008476 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1009421.687500 Penalty: 858.242920
	Iteration 9F: 3 clusters Score -1009422 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1010077.562500 Penalty: 858.242920
	Iteration 10F: 3 clusters Score -1010078 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1010346.312500 Penalty: 858.242920
	Iteration 11Q: 3 clusters Score -1010346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1010409.125000 Penalty: 858.242920
	Iteration 12Q: 3 clusters Score -1010409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1010438.812500 Penalty: 858.242920
	Iteration 13Q: 3 clusters Score -1010439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1010451.875000 Penalty: 858.242920
	Iteration 14Q: 3 clusters Score -1010452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1010460.625000 Penalty: 858.242920
	Iteration 15Q: 3 clusters Score -1010461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1010463.000000 Penalty: 858.242920
	Iteration 16Q: 3 clusters Score -1010463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1010463.000000 Penalty: 858.242920
	Iteration 17F: 3 clusters Score -1010463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -59077.945312 Penalty: 305.384186
	Iteration 0F: 2 clusters Score -59077.95 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 393 members 
Entering Unmasked Estep 
Score: -58392.953125 Penalty: 610.768372
	Iteration 0F: 3 clusters Score -58392.95 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58590.835938 Penalty: 610.768372
	Iteration 1F: 3 clusters Score -58590.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58661.851562 Penalty: 610.768372
	Iteration 2F: 3 clusters Score -58661.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58712.617188 Penalty: 610.768372
	Iteration 3F: 3 clusters Score -58712.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58750.296875 Penalty: 610.768372
	Iteration 4Q: 3 clusters Score -58750.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58778.550781 Penalty: 610.768372
	Iteration 5Q: 3 clusters Score -58778.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58805.503906 Penalty: 610.768372
	Iteration 6Q: 3 clusters Score -58805.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58836.218750 Penalty: 610.768372
	Iteration 7Q: 3 clusters Score -58836.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58853.683594 Penalty: 610.768372
	Iteration 8Q: 3 clusters Score -58853.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58871.968750 Penalty: 610.768372
	Iteration 9Q: 3 clusters Score -58871.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58887.355469 Penalty: 610.768372
	Iteration 10Q: 3 clusters Score -58887.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58897.863281 Penalty: 610.768372
	Iteration 11Q: 3 clusters Score -58897.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58918.273438 Penalty: 610.768372
	Iteration 12Q: 3 clusters Score -58918.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58939.812500 Penalty: 610.768372
	Iteration 13Q: 3 clusters Score -58939.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58949.824219 Penalty: 610.768372
	Iteration 14Q: 3 clusters Score -58949.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58954.375000 Penalty: 610.768372
	Iteration 15Q: 3 clusters Score -58954.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58961.445312 Penalty: 610.768372
	Iteration 16Q: 3 clusters Score -58961.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58964.468750 Penalty: 610.768372
	Iteration 17Q: 3 clusters Score -58964.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58965.339844 Penalty: 610.768372
	Iteration 18Q: 3 clusters Score -58965.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -58965.339844 Penalty: 610.768372
	Iteration 19F: 3 clusters Score -58965.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18280.341797 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18280.34 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 263 members 
Entering Unmasked Estep 
Score: -17814.822266 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17814.82 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18052.083984 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -18052.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18130.867188 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18130.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18206.882812 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -18206.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18247.533203 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18247.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18269.480469 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18269.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18275.695312 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18283.552734 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18283.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18296.824219 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18296.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18305.699219 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -18305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18307.910156 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -18307.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18310.431641 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -18310.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18315.476562 Penalty: 572.195129
	Iteration 12Q: 3 clusters Score -18315.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18315.931641 Penalty: 572.195129
	Iteration 13Q: 3 clusters Score -18315.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -18316.451172 Penalty: 572.195129
	Iteration 14Q: 3 clusters Score -18316.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18318.542969 Penalty: 572.195129
	Iteration 15Q: 3 clusters Score -18318.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -18323.031250 Penalty: 572.195129
	Iteration 16Q: 3 clusters Score -18323.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -18324.847656 Penalty: 572.195129
	Iteration 17Q: 3 clusters Score -18324.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18325.068359 Penalty: 572.195129
	Iteration 18Q: 3 clusters Score -18325.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -18325.068359 Penalty: 572.195129
	Iteration 19F: 3 clusters Score -18325.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 337 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 201 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171124.000000 Penalty: 46349.105469
Splitting cluster 16 changes total score from -42171480.000000 to -42171124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 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 248 members 
Entering Unmasked Estep 
Score: -30261.478516 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30261.48 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30408.671875 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30408.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30438.960938 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30438.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30466.695312 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -30466.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30496.429688 Penalty: 557.743591
	Iteration 4F: 3 clusters Score -30496.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -30528.066406 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30528.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -30545.939453 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30545.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -30551.894531 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30551.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30556.412109 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30556.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30562.599609 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30565.052734 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30565.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30566.236328 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30566.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30569.091797 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30569.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30569.732422 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30569.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30569.732422 Penalty: 557.743591
	Iteration 14F: 3 clusters Score -30569.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -71139.343750 Penalty: 316.305634
	Iteration 0F: 2 clusters Score -71139.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70364.953125 Penalty: 632.611267
	Iteration 0F: 3 clusters Score -70364.95 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -70669.664062 Penalty: 632.611267
	Iteration 1F: 3 clusters Score -70669.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70732.789062 Penalty: 632.611267
	Iteration 2F: 3 clusters Score -70732.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -70769.781250 Penalty: 632.611267
	Iteration 3F: 3 clusters Score -70769.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70787.601562 Penalty: 632.611267
	Iteration 4Q: 3 clusters Score -70787.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70809.937500 Penalty: 632.611267
	Iteration 5Q: 3 clusters Score -70809.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70822.960938 Penalty: 632.611267
	Iteration 6Q: 3 clusters Score -70822.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70834.742188 Penalty: 632.611267
	Iteration 7Q: 3 clusters Score -70834.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70848.359375 Penalty: 632.611267
	Iteration 8Q: 3 clusters Score -70848.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70858.562500 Penalty: 632.611267
	Iteration 9Q: 3 clusters Score -70858.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70873.421875 Penalty: 632.611267
	Iteration 10Q: 3 clusters Score -70873.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70893.898438 Penalty: 632.611267
	Iteration 11Q: 3 clusters Score -70893.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70912.539062 Penalty: 632.611267
	Iteration 12Q: 3 clusters Score -70912.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70923.117188 Penalty: 632.611267
	Iteration 13Q: 3 clusters Score -70923.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70935.648438 Penalty: 632.611267
	Iteration 14Q: 3 clusters Score -70935.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -70954.242188 Penalty: 632.611267
	Iteration 15Q: 3 clusters Score -70954.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70964.914062 Penalty: 632.611267
	Iteration 16Q: 3 clusters Score -70964.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -70972.679688 Penalty: 632.611267
	Iteration 17Q: 3 clusters Score -70972.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -70980.007812 Penalty: 632.611267
	Iteration 18Q: 3 clusters Score -70980.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -70985.484375 Penalty: 632.611267
	Iteration 19Q: 3 clusters Score -70985.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -70989.828125 Penalty: 632.611267
	Iteration 20F: 3 clusters Score -70989.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -70990.429688 Penalty: 632.611267
	Iteration 21Q: 3 clusters Score -70990.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -70990.632812 Penalty: 632.611267
	Iteration 22Q: 3 clusters Score -70990.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -70990.632812 Penalty: 632.611267
	Iteration 23F: 3 clusters Score -70990.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -97032.617188 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -97032.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96062.890625 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -96062.89 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96360.156250 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -96360.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96406.968750 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -96406.97 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96431.570312 Penalty: 648.911804
	Iteration 3Q: 3 clusters Score -96431.57 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96470.726562 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -96470.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96517.367188 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -96517.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96552.046875 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -96552.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96583.171875 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -96583.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96612.257812 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -96612.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -96639.937500 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -96639.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96658.773438 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -96658.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96664.085938 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -96664.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96667.992188 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -96667.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -96671.726562 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -96671.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96674.070312 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -96674.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96676.164062 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -96676.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96678.312500 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -96678.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96680.875000 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -96680.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -96682.171875 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -96682.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96684.804688 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -96684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96686.859375 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -96686.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96688.718750 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -96688.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96690.312500 Penalty: 648.911804
	Iteration 22Q: 3 clusters Score -96690.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -96690.398438 Penalty: 648.911804
	Iteration 23Q: 3 clusters Score -96690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -96690.398438 Penalty: 648.911804
	Iteration 24F: 3 clusters Score -96690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1402210.500000 Penalty: 445.055206
	Iteration 0F: 2 clusters Score -1402210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1390346.250000 Penalty: 890.110413
	Iteration 0F: 3 clusters Score -1390346 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1395504.250000 Penalty: 890.110413
	Iteration 1F: 3 clusters Score -1395504 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1396051.875000 Penalty: 890.110413
	Iteration 2F: 3 clusters Score -1396052 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1396990.625000 Penalty: 890.110413
	Iteration 3F: 3 clusters Score -1396991 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1398282.625000 Penalty: 890.110413
	Iteration 4F: 3 clusters Score -1398283 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1399682.000000 Penalty: 890.110413
	Iteration 5F: 3 clusters Score -1399682 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1400695.625000 Penalty: 890.110413
	Iteration 6F: 3 clusters Score -1400696 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1401269.000000 Penalty: 890.110413
	Iteration 7Q: 3 clusters Score -1401269 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1401525.625000 Penalty: 890.110413
	Iteration 8Q: 3 clusters Score -1401526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1401640.750000 Penalty: 890.110413
	Iteration 9Q: 3 clusters Score -1401641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1401715.125000 Penalty: 890.110413
	Iteration 10Q: 3 clusters Score -1401715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1401773.250000 Penalty: 890.110413
	Iteration 11Q: 3 clusters Score -1401773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1401792.375000 Penalty: 890.110413
	Iteration 12Q: 3 clusters Score -1401792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1401797.875000 Penalty: 890.110413
	Iteration 13Q: 3 clusters Score -1401798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -1401800.875000 Penalty: 890.110413
	Iteration 14Q: 3 clusters Score -1401801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1401808.625000 Penalty: 890.110413
	Iteration 15Q: 3 clusters Score -1401809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1401811.250000 Penalty: 890.110413
	Iteration 16Q: 3 clusters Score -1401811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -1401814.000000 Penalty: 890.110413
	Iteration 17Q: 3 clusters Score -1401814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1401815.375000 Penalty: 890.110413
	Iteration 18Q: 3 clusters Score -1401815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1401816.000000 Penalty: 890.110413
	Iteration 19Q: 3 clusters Score -1401816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1401816.000000 Penalty: 890.110413
	Iteration 20F: 3 clusters Score -1401816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12962.784180 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12962.78 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 124 members 
Entering Unmasked Estep 
Score: -12635.073242 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12635.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12731.761719 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12731.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12775.761719 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12775.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12797.945312 Penalty: 504.611145
	Iteration 3Q: 3 clusters Score -12797.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12811.192383 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12811.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12813.290039 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12813.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12814.020508 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12814.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12815.285156 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12815.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12815.477539 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12815.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12815.477539 Penalty: 504.611145
	Iteration 9F: 3 clusters Score -12815.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Entering Unmasked Estep 
Score: -488874.562500 Penalty: 397.685303
	Iteration 0F: 2 clusters Score -488874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -484732.625000 Penalty: 795.370605
	Iteration 0F: 3 clusters Score -484732.6 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -486314.437500 Penalty: 795.370605
	Iteration 1F: 3 clusters Score -486314.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -486592.656250 Penalty: 795.370605
	Iteration 2F: 3 clusters Score -486592.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -486935.687500 Penalty: 795.370605
	Iteration 3F: 3 clusters Score -486935.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -487322.093750 Penalty: 795.370605
	Iteration 4F: 3 clusters Score -487322.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -487657.062500 Penalty: 795.370605
	Iteration 5F: 3 clusters Score -487657.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -487990.656250 Penalty: 795.370605
	Iteration 6F: 3 clusters Score -487990.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -488283.656250 Penalty: 795.370605
	Iteration 7Q: 3 clusters Score -488283.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -488456.625000 Penalty: 795.370605
	Iteration 8Q: 3 clusters Score -488456.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -488542.031250 Penalty: 795.370605
	Iteration 9Q: 3 clusters Score -488542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -488586.031250 Penalty: 795.370605
	Iteration 10Q: 3 clusters Score -488586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -488612.781250 Penalty: 795.370605
	Iteration 11Q: 3 clusters Score -488612.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -488624.562500 Penalty: 795.370605
	Iteration 12Q: 3 clusters Score -488624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -488636.781250 Penalty: 795.370605
	Iteration 13Q: 3 clusters Score -488636.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -488644.468750 Penalty: 795.370605
	Iteration 14Q: 3 clusters Score -488644.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -488650.125000 Penalty: 795.370605
	Iteration 15Q: 3 clusters Score -488650.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -488653.906250 Penalty: 795.370605
	Iteration 16Q: 3 clusters Score -488653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -488655.500000 Penalty: 795.370605
	Iteration 17Q: 3 clusters Score -488655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -488659.500000 Penalty: 795.370605
	Iteration 18Q: 3 clusters Score -488659.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -488661.781250 Penalty: 795.370605
	Iteration 19Q: 3 clusters Score -488661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -488663.187500 Penalty: 795.370605
	Iteration 20F: 3 clusters Score -488663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -488664.906250 Penalty: 795.370605
	Iteration 21Q: 3 clusters Score -488664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -488665.937500 Penalty: 795.370605
	Iteration 22Q: 3 clusters Score -488665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -488665.656250 Penalty: 795.370605
	Iteration 23Q: 3 clusters Score -488665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -488666.562500 Penalty: 795.370605
	Iteration 24Q: 3 clusters Score -488666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -488666.718750 Penalty: 795.370605
	Iteration 25Q: 3 clusters Score -488666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -488668.375000 Penalty: 795.370605
	Iteration 26Q: 3 clusters Score -488668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -488669.093750 Penalty: 795.370605
	Iteration 27Q: 3 clusters Score -488669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -488669.500000 Penalty: 795.370605
	Iteration 28Q: 3 clusters Score -488669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -488669.406250 Penalty: 795.370605
	Iteration 29Q: 3 clusters Score -488669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -488669.406250 Penalty: 795.370605
	Iteration 30F: 3 clusters Score -488669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -515060.437500 Penalty: 400.322815
	Iteration 0F: 2 clusters Score -515060.4 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 3338 members 
Entering Unmasked Estep 
Score: -510606.562500 Penalty: 800.645630
	Iteration 0F: 3 clusters Score -510606.6 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -512315.593750 Penalty: 800.645630
	Iteration 1F: 3 clusters Score -512315.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -512386.031250 Penalty: 800.645630
	Iteration 2Q: 3 clusters Score -512386 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -512435.875000 Penalty: 800.645630
	Iteration 3Q: 3 clusters Score -512435.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -512473.468750 Penalty: 800.645630
	Iteration 4Q: 3 clusters Score -512473.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -512511.093750 Penalty: 800.645630
	Iteration 5Q: 3 clusters Score -512511.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -512558.906250 Penalty: 800.645630
	Iteration 6Q: 3 clusters Score -512558.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -512636.687500 Penalty: 800.645630
	Iteration 7Q: 3 clusters Score -512636.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -512775.500000 Penalty: 800.645630
	Iteration 8Q: 3 clusters Score -512775.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -512998.250000 Penalty: 800.645630
	Iteration 9F: 3 clusters Score -512998.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -513293.875000 Penalty: 800.645630
	Iteration 10F: 3 clusters Score -513293.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -513661.468750 Penalty: 800.645630
	Iteration 11F: 3 clusters Score -513661.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -514010.562500 Penalty: 800.645630
	Iteration 12F: 3 clusters Score -514010.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -514267.093750 Penalty: 800.645630
	Iteration 13Q: 3 clusters Score -514267.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -514444.062500 Penalty: 800.645630
	Iteration 14Q: 3 clusters Score -514444.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -514545.156250 Penalty: 800.645630
	Iteration 15Q: 3 clusters Score -514545.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -514610.562500 Penalty: 800.645630
	Iteration 16Q: 3 clusters Score -514610.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -514644.343750 Penalty: 800.645630
	Iteration 17Q: 3 clusters Score -514644.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -514678.968750 Penalty: 800.645630
	Iteration 18Q: 3 clusters Score -514679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -514700.531250 Penalty: 800.645630
	Iteration 19Q: 3 clusters Score -514700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -514716.093750 Penalty: 800.645630
	Iteration 20F: 3 clusters Score -514716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -514725.500000 Penalty: 800.645630
	Iteration 21Q: 3 clusters Score -514725.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -514731.906250 Penalty: 800.645630
	Iteration 22Q: 3 clusters Score -514731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -514735.531250 Penalty: 800.645630
	Iteration 23Q: 3 clusters Score -514735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -514741.500000 Penalty: 800.645630
	Iteration 24Q: 3 clusters Score -514741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -514747.406250 Penalty: 800.645630
	Iteration 25Q: 3 clusters Score -514747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -514749.187500 Penalty: 800.645630
	Iteration 26Q: 3 clusters Score -514749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -514749.312500 Penalty: 800.645630
	Iteration 27Q: 3 clusters Score -514749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -514749.312500 Penalty: 800.645630
	Iteration 28F: 3 clusters Score -514749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -42672.957031 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42672.96 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -42869.667969 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42869.67 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42995.902344 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42995.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43083.339844 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -43083.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43113.226562 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -43113.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43137.726562 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -43137.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43172.742188 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -43172.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43191.433594 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43191.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43199.007812 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43199.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43203.785156 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43203.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43205.464844 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43205.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43206.816406 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43206.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43207.117188 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43207.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43207.265625 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43207.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43207.265625 Penalty: 591.343628
	Iteration 14F: 3 clusters Score -43207.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -74443.953125 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -74443.95 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 442 members 
Entering Unmasked Estep 
Score: -73707.226562 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -73707.23 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73927.218750 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -73927.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73969.023438 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -73969.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -73996.226562 Penalty: 618.307373
	Iteration 3Q: 3 clusters Score -73996.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -74018.390625 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -74018.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74042.835938 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -74042.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74058.421875 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -74058.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74071.445312 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -74071.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74083.953125 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -74083.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74089.359375 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -74089.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74094.101562 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -74094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74099.007812 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -74099.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74102.687500 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -74102.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74106.257812 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -74106.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74108.125000 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -74108.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74109.101562 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -74109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74110.640625 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -74110.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74114.609375 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -74114.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74118.445312 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -74118.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74120.726562 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -74120.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74122.828125 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -74122.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74122.992188 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -74122.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74122.992188 Penalty: 618.307373
	Iteration 22F: 3 clusters Score -74122.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87598.195312 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -87598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -86695.210938 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -86695.21 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86923.851562 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -86923.85 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86956.375000 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -86956.38 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86991.539062 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -86991.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87030.750000 Penalty: 639.323975
	Iteration 4F: 3 clusters Score -87030.75 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -87078.578125 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -87078.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87131.203125 Penalty: 639.323975
	Iteration 6F: 3 clusters Score -87131.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87175.375000 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -87175.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -87223.375000 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -87223.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -87258.007812 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -87258.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -87280.382812 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -87280.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -87289.718750 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -87289.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -87298.617188 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -87298.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -87302.156250 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -87302.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -87304.398438 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -87304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -87304.398438 Penalty: 639.323975
	Iteration 15F: 3 clusters Score -87304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -471955.656250 Penalty: 398.184875
	Iteration 0F: 2 clusters Score -471955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -467724.250000 Penalty: 796.369751
	Iteration 0F: 3 clusters Score -467724.2 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -469392.843750 Penalty: 796.369751
	Iteration 1F: 3 clusters Score -469392.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -469586.406250 Penalty: 796.369751
	Iteration 2F: 3 clusters Score -469586.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -469799.250000 Penalty: 796.369751
	Iteration 3F: 3 clusters Score -469799.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -470068.375000 Penalty: 796.369751
	Iteration 4F: 3 clusters Score -470068.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -470378.937500 Penalty: 796.369751
	Iteration 5F: 3 clusters Score -470378.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -470650.937500 Penalty: 796.369751
	Iteration 6F: 3 clusters Score -470650.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -470874.406250 Penalty: 796.369751
	Iteration 7Q: 3 clusters Score -470874.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -471091.781250 Penalty: 796.369751
	Iteration 8Q: 3 clusters Score -471091.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -471258.968750 Penalty: 796.369751
	Iteration 9Q: 3 clusters Score -471259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -471364.531250 Penalty: 796.369751
	Iteration 10Q: 3 clusters Score -471364.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -471436.125000 Penalty: 796.369751
	Iteration 11Q: 3 clusters Score -471436.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -471481.968750 Penalty: 796.369751
	Iteration 12Q: 3 clusters Score -471482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -471523.531250 Penalty: 796.369751
	Iteration 13Q: 3 clusters Score -471523.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -471553.312500 Penalty: 796.369751
	Iteration 14Q: 3 clusters Score -471553.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -471573.562500 Penalty: 796.369751
	Iteration 15Q: 3 clusters Score -471573.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -471585.750000 Penalty: 796.369751
	Iteration 16Q: 3 clusters Score -471585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -471589.718750 Penalty: 796.369751
	Iteration 17Q: 3 clusters Score -471589.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -471595.437500 Penalty: 796.369751
	Iteration 18Q: 3 clusters Score -471595.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -471600.906250 Penalty: 796.369751
	Iteration 19Q: 3 clusters Score -471600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -471604.218750 Penalty: 796.369751
	Iteration 20F: 3 clusters Score -471604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -471604.218750 Penalty: 796.369751
	Iteration 21Q: 3 clusters Score -471604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -471604.937500 Penalty: 796.369751
	Iteration 22Q: 3 clusters Score -471604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -471605.843750 Penalty: 796.369751
	Iteration 23Q: 3 clusters Score -471605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -471605.687500 Penalty: 796.369751
	Iteration 24Q: 3 clusters Score -471605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -471606.093750 Penalty: 796.369751
	Iteration 25Q: 3 clusters Score -471606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -471606.031250 Penalty: 796.369751
	Iteration 26Q: 3 clusters Score -471606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -471606.375000 Penalty: 796.369751
	Iteration 27Q: 3 clusters Score -471606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -471606.375000 Penalty: 796.369751
	Iteration 28F: 3 clusters Score -471606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (13008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Entering Unmasked Estep 
Score: -1060668.125000 Penalty: 431.036072
	Iteration 0F: 2 clusters Score -1060668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1052035.000000 Penalty: 862.072144
	Iteration 0F: 3 clusters Score -1052035 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1055777.875000 Penalty: 862.072144
	Iteration 1F: 3 clusters Score -1055778 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1056198.625000 Penalty: 862.072144
	Iteration 2F: 3 clusters Score -1056199 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1056860.625000 Penalty: 862.072144
	Iteration 3F: 3 clusters Score -1056861 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1057964.125000 Penalty: 862.072144
	Iteration 4F: 3 clusters Score -1057964 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1059170.625000 Penalty: 862.072144
	Iteration 5F: 3 clusters Score -1059171 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1059727.875000 Penalty: 862.072144
	Iteration 6F: 3 clusters Score -1059728 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1059936.125000 Penalty: 862.072144
	Iteration 7Q: 3 clusters Score -1059936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1060026.875000 Penalty: 862.072144
	Iteration 8Q: 3 clusters Score -1060027 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1060089.125000 Penalty: 862.072144
	Iteration 9Q: 3 clusters Score -1060089 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1060117.750000 Penalty: 862.072144
	Iteration 10Q: 3 clusters Score -1060118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1060151.625000 Penalty: 862.072144
	Iteration 11Q: 3 clusters Score -1060152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1060172.750000 Penalty: 862.072144
	Iteration 12Q: 3 clusters Score -1060173 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1060179.125000 Penalty: 862.072144
	Iteration 13Q: 3 clusters Score -1060179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1060172.000000 Penalty: 862.072144
	Iteration 14Q: 3 clusters Score -1060172 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1060163.750000 Penalty: 862.072144
	Iteration 15Q: 3 clusters Score -1060164 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1060184.125000 Penalty: 862.072144
	Iteration 16Q: 3 clusters Score -1060184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1060191.750000 Penalty: 862.072144
	Iteration 17Q: 3 clusters Score -1060192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1060210.750000 Penalty: 862.072144
	Iteration 18Q: 3 clusters Score -1060211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1060217.375000 Penalty: 862.072144
	Iteration 19Q: 3 clusters Score -1060217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1060222.750000 Penalty: 862.072144
	Iteration 20F: 3 clusters Score -1060223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1060228.500000 Penalty: 862.072144
	Iteration 21Q: 3 clusters Score -1060228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1060226.125000 Penalty: 862.072144
	Iteration 22Q: 3 clusters Score -1060226 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1060218.500000 Penalty: 862.072144
	Iteration 23Q: 3 clusters Score -1060218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1060218.000000 Penalty: 862.072144
	Iteration 24Q: 3 clusters Score -1060218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1060219.125000 Penalty: 862.072144
	Iteration 25Q: 3 clusters Score -1060219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1060219.250000 Penalty: 862.072144
	Iteration 26Q: 3 clusters Score -1060219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1060203.875000 Penalty: 862.072144
	Iteration 27Q: 3 clusters Score -1060204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1060196.875000 Penalty: 862.072144
	Iteration 28Q: 3 clusters Score -1060197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1060196.375000 Penalty: 862.072144
	Iteration 29Q: 3 clusters Score -1060196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1060189.750000 Penalty: 862.072144
	Iteration 30Q: 3 clusters Score -1060190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1060189.375000 Penalty: 862.072144
	Iteration 31Q: 3 clusters Score -1060189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1060191.875000 Penalty: 862.072144
	Iteration 32Q: 3 clusters Score -1060192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1060189.625000 Penalty: 862.072144
	Iteration 33Q: 3 clusters Score -1060190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1060180.000000 Penalty: 862.072144
	Iteration 34Q: 3 clusters Score -1060180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1060182.125000 Penalty: 862.072144
	Iteration 35Q: 3 clusters Score -1060182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1060180.375000 Penalty: 862.072144
	Iteration 36Q: 3 clusters Score -1060180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1060178.125000 Penalty: 862.072144
	Iteration 37Q: 3 clusters Score -1060178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1060178.875000 Penalty: 862.072144
	Iteration 38Q: 3 clusters Score -1060179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1060177.500000 Penalty: 862.072144
	Iteration 39Q: 3 clusters Score -1060178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1060175.500000 Penalty: 862.072144
	Iteration 40F: 3 clusters Score -1060176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1060182.250000 Penalty: 862.072144
	Iteration 41Q: 3 clusters Score -1060182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1060178.250000 Penalty: 862.072144
	Iteration 42Q: 3 clusters Score -1060178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1060177.500000 Penalty: 862.072144
	Iteration 43Q: 3 clusters Score -1060178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1060177.125000 Penalty: 862.072144
	Iteration 44Q: 3 clusters Score -1060177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1060174.875000 Penalty: 862.072144
	Iteration 45Q: 3 clusters Score -1060175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1060174.750000 Penalty: 862.072144
	Iteration 46Q: 3 clusters Score -1060175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1060174.750000 Penalty: 862.072144
	Iteration 47F: 3 clusters Score -1060175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -152030.781250 Penalty: 345.014587
	Iteration 0F: 2 clusters Score -152030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -150597.015625 Penalty: 690.029175
	Iteration 0F: 3 clusters Score -150597 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -151098.031250 Penalty: 690.029175
	Iteration 1F: 3 clusters Score -151098 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151209.421875 Penalty: 690.029175
	Iteration 2F: 3 clusters Score -151209.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -151346.156250 Penalty: 690.029175
	Iteration 3F: 3 clusters Score -151346.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -151472.546875 Penalty: 690.029175
	Iteration 4F: 3 clusters Score -151472.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -151565.765625 Penalty: 690.029175
	Iteration 5F: 3 clusters Score -151565.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -151613.296875 Penalty: 690.029175
	Iteration 6Q: 3 clusters Score -151613.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -151638.000000 Penalty: 690.029175
	Iteration 7Q: 3 clusters Score -151638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -151660.359375 Penalty: 690.029175
	Iteration 8Q: 3 clusters Score -151660.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -151673.750000 Penalty: 690.029175
	Iteration 9Q: 3 clusters Score -151673.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -151684.437500 Penalty: 690.029175
	Iteration 10Q: 3 clusters Score -151684.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -151697.843750 Penalty: 690.029175
	Iteration 11Q: 3 clusters Score -151697.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -151711.359375 Penalty: 690.029175
	Iteration 12Q: 3 clusters Score -151711.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -151720.453125 Penalty: 690.029175
	Iteration 13Q: 3 clusters Score -151720.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -151731.406250 Penalty: 690.029175
	Iteration 14Q: 3 clusters Score -151731.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -151739.203125 Penalty: 690.029175
	Iteration 15Q: 3 clusters Score -151739.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -151748.062500 Penalty: 690.029175
	Iteration 16Q: 3 clusters Score -151748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -151753.750000 Penalty: 690.029175
	Iteration 17Q: 3 clusters Score -151753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -151765.296875 Penalty: 690.029175
	Iteration 18Q: 3 clusters Score -151765.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -151782.437500 Penalty: 690.029175
	Iteration 19Q: 3 clusters Score -151782.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -151797.296875 Penalty: 690.029175
	Iteration 20F: 3 clusters Score -151797.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -151813.609375 Penalty: 690.029175
	Iteration 21Q: 3 clusters Score -151813.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -151843.359375 Penalty: 690.029175
	Iteration 22Q: 3 clusters Score -151843.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -151871.906250 Penalty: 690.029175
	Iteration 23Q: 3 clusters Score -151871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -151887.187500 Penalty: 690.029175
	Iteration 24Q: 3 clusters Score -151887.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -151896.515625 Penalty: 690.029175
	Iteration 25Q: 3 clusters Score -151896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -151903.218750 Penalty: 690.029175
	Iteration 26Q: 3 clusters Score -151903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -151907.281250 Penalty: 690.029175
	Iteration 27Q: 3 clusters Score -151907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -151912.500000 Penalty: 690.029175
	Iteration 28Q: 3 clusters Score -151912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -151914.125000 Penalty: 690.029175
	Iteration 29Q: 3 clusters Score -151914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -151914.406250 Penalty: 690.029175
	Iteration 30Q: 3 clusters Score -151914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -151915.312500 Penalty: 690.029175
	Iteration 31Q: 3 clusters Score -151915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -151915.531250 Penalty: 690.029175
	Iteration 32Q: 3 clusters Score -151915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -151916.484375 Penalty: 690.029175
	Iteration 33Q: 3 clusters Score -151916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -151916.953125 Penalty: 690.029175
	Iteration 34Q: 3 clusters Score -151917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -151917.859375 Penalty: 690.029175
	Iteration 35Q: 3 clusters Score -151917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -151918.703125 Penalty: 690.029175
	Iteration 36Q: 3 clusters Score -151918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -151918.921875 Penalty: 690.029175
	Iteration 37Q: 3 clusters Score -151918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -151919.890625 Penalty: 690.029175
	Iteration 38Q: 3 clusters Score -151919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -151921.562500 Penalty: 690.029175
	Iteration 39Q: 3 clusters Score -151921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -151921.703125 Penalty: 690.029175
	Iteration 40F: 3 clusters Score -151921.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -225450.265625 Penalty: 365.309540
	Iteration 0F: 2 clusters Score -225450.3 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 1449 members 
Entering Unmasked Estep 
Score: -223344.343750 Penalty: 730.619080
	Iteration 0F: 3 clusters Score -223344.3 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -224135.546875 Penalty: 730.619080
	Iteration 1F: 3 clusters Score -224135.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -224288.796875 Penalty: 730.619080
	Iteration 2F: 3 clusters Score -224288.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -224434.093750 Penalty: 730.619080
	Iteration 3F: 3 clusters Score -224434.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -224596.765625 Penalty: 730.619080
	Iteration 4F: 3 clusters Score -224596.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -224743.015625 Penalty: 730.619080
	Iteration 5F: 3 clusters Score -224743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -224859.718750 Penalty: 730.619080
	Iteration 6Q: 3 clusters Score -224859.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -224941.156250 Penalty: 730.619080
	Iteration 7Q: 3 clusters Score -224941.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -224995.453125 Penalty: 730.619080
	Iteration 8Q: 3 clusters Score -224995.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -225043.437500 Penalty: 730.619080
	Iteration 9Q: 3 clusters Score -225043.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -225075.312500 Penalty: 730.619080
	Iteration 10Q: 3 clusters Score -225075.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -225086.984375 Penalty: 730.619080
	Iteration 11Q: 3 clusters Score -225087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -225096.875000 Penalty: 730.619080
	Iteration 12Q: 3 clusters Score -225096.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -225103.796875 Penalty: 730.619080
	Iteration 13Q: 3 clusters Score -225103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -225106.015625 Penalty: 730.619080
	Iteration 14Q: 3 clusters Score -225106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -225109.296875 Penalty: 730.619080
	Iteration 15Q: 3 clusters Score -225109.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -225112.906250 Penalty: 730.619080
	Iteration 16Q: 3 clusters Score -225112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -225116.390625 Penalty: 730.619080
	Iteration 17Q: 3 clusters Score -225116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -225116.562500 Penalty: 730.619080
	Iteration 18Q: 3 clusters Score -225116.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -225116.562500 Penalty: 730.619080
	Iteration 19F: 3 clusters Score -225116.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -204236.531250 Penalty: 361.667603
	Iteration 0F: 2 clusters Score -204236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -202254.375000 Penalty: 723.335205
	Iteration 0F: 3 clusters Score -202254.4 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -203039.375000 Penalty: 723.335205
	Iteration 1F: 3 clusters Score -203039.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -203155.593750 Penalty: 723.335205
	Iteration 2F: 3 clusters Score -203155.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -203256.656250 Penalty: 723.335205
	Iteration 3F: 3 clusters Score -203256.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203349.109375 Penalty: 723.335205
	Iteration 4F: 3 clusters Score -203349.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -203434.500000 Penalty: 723.335205
	Iteration 5F: 3 clusters Score -203434.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -203511.953125 Penalty: 723.335205
	Iteration 6Q: 3 clusters Score -203512 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -203564.968750 Penalty: 723.335205
	Iteration 7Q: 3 clusters Score -203565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -203608.578125 Penalty: 723.335205
	Iteration 8Q: 3 clusters Score -203608.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -203630.250000 Penalty: 723.335205
	Iteration 9Q: 3 clusters Score -203630.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -203645.968750 Penalty: 723.335205
	Iteration 10Q: 3 clusters Score -203646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -203656.171875 Penalty: 723.335205
	Iteration 11Q: 3 clusters Score -203656.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -203665.562500 Penalty: 723.335205
	Iteration 12Q: 3 clusters Score -203665.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -203670.953125 Penalty: 723.335205
	Iteration 13Q: 3 clusters Score -203671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -203673.531250 Penalty: 723.335205
	Iteration 14Q: 3 clusters Score -203673.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -203676.609375 Penalty: 723.335205
	Iteration 15Q: 3 clusters Score -203676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -203678.046875 Penalty: 723.335205
	Iteration 16Q: 3 clusters Score -203678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -203679.671875 Penalty: 723.335205
	Iteration 17Q: 3 clusters Score -203679.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -203680.187500 Penalty: 723.335205
	Iteration 18Q: 3 clusters Score -203680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -203680.968750 Penalty: 723.335205
	Iteration 19Q: 3 clusters Score -203681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -203681.109375 Penalty: 723.335205
	Iteration 20F: 3 clusters Score -203681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -203681.375000 Penalty: 723.335205
	Iteration 21Q: 3 clusters Score -203681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -203681.375000 Penalty: 723.335205
	Iteration 22F: 3 clusters Score -203681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -84048.203125 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -84048.2 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 490 members 
Entering Unmasked Estep 
Score: -83211.640625 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -83211.64 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -83479.257812 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -83479.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83527.890625 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -83527.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -83566.976562 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -83566.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83591.093750 Penalty: 631.999634
	Iteration 4Q: 3 clusters Score -83591.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83608.953125 Penalty: 631.999634
	Iteration 5Q: 3 clusters Score -83608.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83624.289062 Penalty: 631.999634
	Iteration 6Q: 3 clusters Score -83624.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83631.906250 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -83631.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83639.867188 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -83639.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83645.320312 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -83645.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83651.179688 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -83651.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83659.140625 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -83659.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83665.687500 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -83665.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83669.414062 Penalty: 631.999634
	Iteration 13Q: 3 clusters Score -83669.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83674.492188 Penalty: 631.999634
	Iteration 14Q: 3 clusters Score -83674.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83677.406250 Penalty: 631.999634
	Iteration 15Q: 3 clusters Score -83677.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83681.585938 Penalty: 631.999634
	Iteration 16Q: 3 clusters Score -83681.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83685.437500 Penalty: 631.999634
	Iteration 17Q: 3 clusters Score -83685.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83687.132812 Penalty: 631.999634
	Iteration 18Q: 3 clusters Score -83687.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83688.257812 Penalty: 631.999634
	Iteration 19Q: 3 clusters Score -83688.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83688.703125 Penalty: 631.999634
	Iteration 20F: 3 clusters Score -83688.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83689.203125 Penalty: 631.999634
	Iteration 21Q: 3 clusters Score -83689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83689.656250 Penalty: 631.999634
	Iteration 22Q: 3 clusters Score -83689.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83690.351562 Penalty: 631.999634
	Iteration 23Q: 3 clusters Score -83690.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83690.937500 Penalty: 631.999634
	Iteration 24Q: 3 clusters Score -83690.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83691.289062 Penalty: 631.999634
	Iteration 25Q: 3 clusters Score -83691.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83692.937500 Penalty: 631.999634
	Iteration 26Q: 3 clusters Score -83692.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83693.859375 Penalty: 631.999634
	Iteration 27Q: 3 clusters Score -83693.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83694.585938 Penalty: 631.999634
	Iteration 28Q: 3 clusters Score -83694.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83694.742188 Penalty: 631.999634
	Iteration 29Q: 3 clusters Score -83694.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83694.742188 Penalty: 631.999634
	Iteration 30F: 3 clusters Score -83694.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Entering Unmasked Estep 
Score: -697629.187500 Penalty: 412.471802
	Iteration 0F: 2 clusters Score -697629.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -691843.375000 Penalty: 824.943604
	Iteration 0F: 3 clusters Score -691843.4 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -694061.375000 Penalty: 824.943604
	Iteration 1F: 3 clusters Score -694061.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -694158.125000 Penalty: 824.943604
	Iteration 2Q: 3 clusters Score -694158.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -694262.562500 Penalty: 824.943604
	Iteration 3Q: 3 clusters Score -694262.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -694433.125000 Penalty: 824.943604
	Iteration 4Q: 3 clusters Score -694433.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -694713.312500 Penalty: 824.943604
	Iteration 5F: 3 clusters Score -694713.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -695112.875000 Penalty: 824.943604
	Iteration 6F: 3 clusters Score -695112.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -695620.187500 Penalty: 824.943604
	Iteration 7F: 3 clusters Score -695620.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -696219.750000 Penalty: 824.943604
	Iteration 8F: 3 clusters Score -696219.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -696740.187500 Penalty: 824.943604
	Iteration 9F: 3 clusters Score -696740.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -697054.062500 Penalty: 824.943604
	Iteration 10Q: 3 clusters Score -697054.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -697164.500000 Penalty: 824.943604
	Iteration 11Q: 3 clusters Score -697164.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -697211.812500 Penalty: 824.943604
	Iteration 12Q: 3 clusters Score -697211.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -697227.750000 Penalty: 824.943604
	Iteration 13Q: 3 clusters Score -697227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697243.250000 Penalty: 824.943604
	Iteration 14Q: 3 clusters Score -697243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -697249.437500 Penalty: 824.943604
	Iteration 15Q: 3 clusters Score -697249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -697255.062500 Penalty: 824.943604
	Iteration 16Q: 3 clusters Score -697255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697260.312500 Penalty: 824.943604
	Iteration 17Q: 3 clusters Score -697260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697261.750000 Penalty: 824.943604
	Iteration 18Q: 3 clusters Score -697261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697264.062500 Penalty: 824.943604
	Iteration 19Q: 3 clusters Score -697264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -697264.812500 Penalty: 824.943604
	Iteration 20F: 3 clusters Score -697264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697265.125000 Penalty: 824.943604
	Iteration 21Q: 3 clusters Score -697265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -697265.125000 Penalty: 824.943604
	Iteration 22F: 3 clusters Score -697265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -61561.273438 Penalty: 308.589752
	Iteration 0F: 2 clusters Score -61561.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60812.796875 Penalty: 617.179504
	Iteration 0F: 3 clusters Score -60812.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61000.246094 Penalty: 617.179504
	Iteration 1F: 3 clusters Score -61000.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -61055.527344 Penalty: 617.179504
	Iteration 2F: 3 clusters Score -61055.53 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -61105.367188 Penalty: 617.179504
	Iteration 3F: 3 clusters Score -61105.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -61136.406250 Penalty: 617.179504
	Iteration 4F: 3 clusters Score -61136.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -61168.433594 Penalty: 617.179504
	Iteration 5Q: 3 clusters Score -61168.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -61201.617188 Penalty: 617.179504
	Iteration 6Q: 3 clusters Score -61201.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61232.484375 Penalty: 617.179504
	Iteration 7Q: 3 clusters Score -61232.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61257.667969 Penalty: 617.179504
	Iteration 8Q: 3 clusters Score -61257.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -61272.003906 Penalty: 617.179504
	Iteration 9Q: 3 clusters Score -61272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61281.433594 Penalty: 617.179504
	Iteration 10Q: 3 clusters Score -61281.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61289.019531 Penalty: 617.179504
	Iteration 11Q: 3 clusters Score -61289.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61294.531250 Penalty: 617.179504
	Iteration 12Q: 3 clusters Score -61294.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61300.277344 Penalty: 617.179504
	Iteration 13Q: 3 clusters Score -61300.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61305.386719 Penalty: 617.179504
	Iteration 14Q: 3 clusters Score -61305.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -61312.363281 Penalty: 617.179504
	Iteration 15Q: 3 clusters Score -61312.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -61323.347656 Penalty: 617.179504
	Iteration 16Q: 3 clusters Score -61323.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -61330.820312 Penalty: 617.179504
	Iteration 17Q: 3 clusters Score -61330.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61334.949219 Penalty: 617.179504
	Iteration 18Q: 3 clusters Score -61334.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -61335.445312 Penalty: 617.179504
	Iteration 19Q: 3 clusters Score -61335.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -61335.722656 Penalty: 617.179504
	Iteration 20F: 3 clusters Score -61335.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -422323.187500 Penalty: 388.173828
	Iteration 0F: 2 clusters Score -422323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -418932.156250 Penalty: 776.347656
	Iteration 0F: 3 clusters Score -418932.2 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -420319.093750 Penalty: 776.347656
	Iteration 1F: 3 clusters Score -420319.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -420519.062500 Penalty: 776.347656
	Iteration 2F: 3 clusters Score -420519.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -420739.312500 Penalty: 776.347656
	Iteration 3F: 3 clusters Score -420739.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -420961.968750 Penalty: 776.347656
	Iteration 4F: 3 clusters Score -420962 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -421165.375000 Penalty: 776.347656
	Iteration 5Q: 3 clusters Score -421165.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -421337.312500 Penalty: 776.347656
	Iteration 6Q: 3 clusters Score -421337.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -421462.250000 Penalty: 776.347656
	Iteration 7Q: 3 clusters Score -421462.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -421540.781250 Penalty: 776.347656
	Iteration 8Q: 3 clusters Score -421540.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -421596.250000 Penalty: 776.347656
	Iteration 9Q: 3 clusters Score -421596.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -421648.375000 Penalty: 776.347656
	Iteration 10Q: 3 clusters Score -421648.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -421686.625000 Penalty: 776.347656
	Iteration 11Q: 3 clusters Score -421686.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421726.718750 Penalty: 776.347656
	Iteration 12Q: 3 clusters Score -421726.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -421758.156250 Penalty: 776.347656
	Iteration 13Q: 3 clusters Score -421758.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -421789.781250 Penalty: 776.347656
	Iteration 14Q: 3 clusters Score -421789.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -421808.093750 Penalty: 776.347656
	Iteration 15Q: 3 clusters Score -421808.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -421824.125000 Penalty: 776.347656
	Iteration 16Q: 3 clusters Score -421824.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -421835.312500 Penalty: 776.347656
	Iteration 17Q: 3 clusters Score -421835.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -421856.312500 Penalty: 776.347656
	Iteration 18Q: 3 clusters Score -421856.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -421871.937500 Penalty: 776.347656
	Iteration 19Q: 3 clusters Score -421871.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -421878.875000 Penalty: 776.347656
	Iteration 20F: 3 clusters Score -421878.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -421888.593750 Penalty: 776.347656
	Iteration 21Q: 3 clusters Score -421888.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -421894.562500 Penalty: 776.347656
	Iteration 22Q: 3 clusters Score -421894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -421901.031250 Penalty: 776.347656
	Iteration 23Q: 3 clusters Score -421901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -421903.843750 Penalty: 776.347656
	Iteration 24Q: 3 clusters Score -421903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -421906.000000 Penalty: 776.347656
	Iteration 25Q: 3 clusters Score -421906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -421910.968750 Penalty: 776.347656
	Iteration 26Q: 3 clusters Score -421911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -421917.031250 Penalty: 776.347656
	Iteration 27Q: 3 clusters Score -421917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -421918.593750 Penalty: 776.347656
	Iteration 28Q: 3 clusters Score -421918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -421921.718750 Penalty: 776.347656
	Iteration 29Q: 3 clusters Score -421921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -421922.437500 Penalty: 776.347656
	Iteration 30Q: 3 clusters Score -421922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -421924.062500 Penalty: 776.347656
	Iteration 31Q: 3 clusters Score -421924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -421924.000000 Penalty: 776.347656
	Iteration 32Q: 3 clusters Score -421924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -421924.531250 Penalty: 776.347656
	Iteration 33Q: 3 clusters Score -421924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -421924.656250 Penalty: 776.347656
	Iteration 34Q: 3 clusters Score -421924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -421926.031250 Penalty: 776.347656
	Iteration 35Q: 3 clusters Score -421926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -421925.937500 Penalty: 776.347656
	Iteration 36Q: 3 clusters Score -421925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -421926.375000 Penalty: 776.347656
	Iteration 37Q: 3 clusters Score -421926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -421926.406250 Penalty: 776.347656
	Iteration 38Q: 3 clusters Score -421926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -421926.281250 Penalty: 776.347656
	Iteration 39Q: 3 clusters Score -421926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -421927.437500 Penalty: 776.347656
	Iteration 40F: 3 clusters Score -421927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -421928.031250 Penalty: 776.347656
	Iteration 41Q: 3 clusters Score -421928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -421928.156250 Penalty: 776.347656
	Iteration 42Q: 3 clusters Score -421928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -421928.156250 Penalty: 776.347656
	Iteration 43F: 3 clusters Score -421928.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 166 members 
Entering Unmasked Estep 
Score: -20825.501953 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20825.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21010.849609 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -21010.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21059.216797 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -21059.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21078.167969 Penalty: 522.321167
	Iteration 3Q: 3 clusters Score -21078.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21096.687500 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -21096.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21109.580078 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -21109.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21126.884766 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21126.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21129.011719 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21129.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21129.783203 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21129.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21129.783203 Penalty: 522.321167
	Iteration 9F: 3 clusters Score -21129.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Entering Unmasked Estep 
Score: -1173765.625000 Penalty: 436.837646
	Iteration 0F: 2 clusters Score -1173766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1163919.500000 Penalty: 873.675293
	Iteration 0F: 3 clusters Score -1163920 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1167863.000000 Penalty: 873.675293
	Iteration 1F: 3 clusters Score -1167863 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1168016.625000 Penalty: 873.675293
	Iteration 2Q: 3 clusters Score -1168017 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1168219.375000 Penalty: 873.675293
	Iteration 3Q: 3 clusters Score -1168219 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1168517.750000 Penalty: 873.675293
	Iteration 4Q: 3 clusters Score -1168518 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1168905.375000 Penalty: 873.675293
	Iteration 5F: 3 clusters Score -1168905 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1169460.375000 Penalty: 873.675293
	Iteration 6F: 3 clusters Score -1169460 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1170279.250000 Penalty: 873.675293
	Iteration 7F: 3 clusters Score -1170279 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1171201.375000 Penalty: 873.675293
	Iteration 8F: 3 clusters Score -1171201 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1171998.375000 Penalty: 873.675293
	Iteration 9Q: 3 clusters Score -1171998 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1172461.750000 Penalty: 873.675293
	Iteration 10Q: 3 clusters Score -1172462 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1172674.625000 Penalty: 873.675293
	Iteration 11Q: 3 clusters Score -1172675 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1172827.750000 Penalty: 873.675293
	Iteration 12Q: 3 clusters Score -1172828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1172941.875000 Penalty: 873.675293
	Iteration 13Q: 3 clusters Score -1172942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1173043.250000 Penalty: 873.675293
	Iteration 14Q: 3 clusters Score -1173043 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1173117.500000 Penalty: 873.675293
	Iteration 15Q: 3 clusters Score -1173118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1173169.250000 Penalty: 873.675293
	Iteration 16Q: 3 clusters Score -1173169 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1173199.625000 Penalty: 873.675293
	Iteration 17Q: 3 clusters Score -1173200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1173219.375000 Penalty: 873.675293
	Iteration 18Q: 3 clusters Score -1173219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1173238.625000 Penalty: 873.675293
	Iteration 19Q: 3 clusters Score -1173239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1173259.250000 Penalty: 873.675293
	Iteration 20F: 3 clusters Score -1173259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1173267.000000 Penalty: 873.675293
	Iteration 21Q: 3 clusters Score -1173267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1173270.250000 Penalty: 873.675293
	Iteration 22Q: 3 clusters Score -1173270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1173274.625000 Penalty: 873.675293
	Iteration 23Q: 3 clusters Score -1173275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1173274.375000 Penalty: 873.675293
	Iteration 24Q: 3 clusters Score -1173274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1173277.375000 Penalty: 873.675293
	Iteration 25Q: 3 clusters Score -1173277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1173279.000000 Penalty: 873.675293
	Iteration 26Q: 3 clusters Score -1173279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1173279.875000 Penalty: 873.675293
	Iteration 27Q: 3 clusters Score -1173280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1173281.125000 Penalty: 873.675293
	Iteration 28Q: 3 clusters Score -1173281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1173279.750000 Penalty: 873.675293
	Iteration 29Q: 3 clusters Score -1173280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1173283.500000 Penalty: 873.675293
	Iteration 30Q: 3 clusters Score -1173284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1173282.000000 Penalty: 873.675293
	Iteration 31Q: 3 clusters Score -1173282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1173282.875000 Penalty: 873.675293
	Iteration 32Q: 3 clusters Score -1173283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1173282.500000 Penalty: 873.675293
	Iteration 33Q: 3 clusters Score -1173282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1173283.750000 Penalty: 873.675293
	Iteration 34Q: 3 clusters Score -1173284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1173282.500000 Penalty: 873.675293
	Iteration 35Q: 3 clusters Score -1173282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1173282.500000 Penalty: 873.675293
	Iteration 36Q: 3 clusters Score -1173282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1173282.500000 Penalty: 873.675293
	Iteration 37F: 3 clusters Score -1173282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Entering Unmasked Estep 
Score: -1008065.312500 Penalty: 428.618896
	Iteration 0F: 2 clusters Score -1008065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -999894.437500 Penalty: 857.237793
	Iteration 0F: 3 clusters Score -999894.4 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1003160.437500 Penalty: 857.237793
	Iteration 1F: 3 clusters Score -1003160 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1003473.250000 Penalty: 857.237793
	Iteration 2F: 3 clusters Score -1003473 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1003983.937500 Penalty: 857.237793
	Iteration 3F: 3 clusters Score -1003984 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1004860.687500 Penalty: 857.237793
	Iteration 4F: 3 clusters Score -1004861 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1006084.250000 Penalty: 857.237793
	Iteration 5F: 3 clusters Score -1006084 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1007011.750000 Penalty: 857.237793
	Iteration 6F: 3 clusters Score -1007012 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1007376.625000 Penalty: 857.237793
	Iteration 7Q: 3 clusters Score -1007377 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1007517.187500 Penalty: 857.237793
	Iteration 8Q: 3 clusters Score -1007517 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1007566.812500 Penalty: 857.237793
	Iteration 9Q: 3 clusters Score -1007567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1007599.250000 Penalty: 857.237793
	Iteration 10Q: 3 clusters Score -1007599 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1007615.687500 Penalty: 857.237793
	Iteration 11Q: 3 clusters Score -1007616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1007615.375000 Penalty: 857.237793
	Iteration 12Q: 3 clusters Score -1007615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1007612.687500 Penalty: 857.237793
	Iteration 13Q: 3 clusters Score -1007613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1007600.062500 Penalty: 857.237793
	Iteration 14Q: 3 clusters Score -1007600 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1007573.312500 Penalty: 857.237793
	Iteration 15Q: 3 clusters Score -1007573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1007615.750000 Penalty: 857.237793
	Iteration 16Q: 3 clusters Score -1007616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1007612.125000 Penalty: 857.237793
	Iteration 17Q: 3 clusters Score -1007612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1007628.250000 Penalty: 857.237793
	Iteration 18Q: 3 clusters Score -1007628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1007632.812500 Penalty: 857.237793
	Iteration 19Q: 3 clusters Score -1007633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1007631.812500 Penalty: 857.237793
	Iteration 20F: 3 clusters Score -1007632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1007636.875000 Penalty: 857.237793
	Iteration 21Q: 3 clusters Score -1007637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1007631.125000 Penalty: 857.237793
	Iteration 22Q: 3 clusters Score -1007631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1007626.312500 Penalty: 857.237793
	Iteration 23Q: 3 clusters Score -1007626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1007621.125000 Penalty: 857.237793
	Iteration 24Q: 3 clusters Score -1007621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1007605.437500 Penalty: 857.237793
	Iteration 25Q: 3 clusters Score -1007605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1007610.875000 Penalty: 857.237793
	Iteration 26Q: 3 clusters Score -1007611 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1007617.062500 Penalty: 857.237793
	Iteration 27Q: 3 clusters Score -1007617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1007623.187500 Penalty: 857.237793
	Iteration 28Q: 3 clusters Score -1007623 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1007626.812500 Penalty: 857.237793
	Iteration 29Q: 3 clusters Score -1007627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1007624.812500 Penalty: 857.237793
	Iteration 30Q: 3 clusters Score -1007625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1007618.750000 Penalty: 857.237793
	Iteration 31Q: 3 clusters Score -1007619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1007613.250000 Penalty: 857.237793
	Iteration 32Q: 3 clusters Score -1007613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1007613.875000 Penalty: 857.237793
	Iteration 33Q: 3 clusters Score -1007614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1007623.625000 Penalty: 857.237793
	Iteration 34Q: 3 clusters Score -1007624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1007626.437500 Penalty: 857.237793
	Iteration 35Q: 3 clusters Score -1007626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1007626.937500 Penalty: 857.237793
	Iteration 36Q: 3 clusters Score -1007627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1007623.312500 Penalty: 857.237793
	Iteration 37Q: 3 clusters Score -1007623 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1007627.937500 Penalty: 857.237793
	Iteration 38Q: 3 clusters Score -1007628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1007634.187500 Penalty: 857.237793
	Iteration 39Q: 3 clusters Score -1007634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1007636.500000 Penalty: 857.237793
	Iteration 40F: 3 clusters Score -1007636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1007642.000000 Penalty: 857.237793
	Iteration 41Q: 3 clusters Score -1007642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1007645.937500 Penalty: 857.237793
	Iteration 42Q: 3 clusters Score -1007646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1007643.250000 Penalty: 857.237793
	Iteration 43Q: 3 clusters Score -1007643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1007633.562500 Penalty: 857.237793
	Iteration 44Q: 3 clusters Score -1007634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1007638.250000 Penalty: 857.237793
	Iteration 45Q: 3 clusters Score -1007638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1007635.437500 Penalty: 857.237793
	Iteration 46Q: 3 clusters Score -1007635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1007635.437500 Penalty: 857.237793
	Iteration 47Q: 3 clusters Score -1007635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1007629.437500 Penalty: 857.237793
	Iteration 48Q: 3 clusters Score -1007629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1007629.812500 Penalty: 857.237793
	Iteration 49Q: 3 clusters Score -1007630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1007628.562500 Penalty: 857.237793
	Iteration 50Q: 3 clusters Score -1007629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1007629.937500 Penalty: 857.237793
	Iteration 51Q: 3 clusters Score -1007630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1007630.500000 Penalty: 857.237793
	Iteration 52Q: 3 clusters Score -1007630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1007630.437500 Penalty: 857.237793
	Iteration 53Q: 3 clusters Score -1007630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1007630.375000 Penalty: 857.237793
	Iteration 54Q: 3 clusters Score -1007630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1007629.750000 Penalty: 857.237793
	Iteration 55Q: 3 clusters Score -1007630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1007631.687500 Penalty: 857.237793
	Iteration 56Q: 3 clusters Score -1007632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1007630.937500 Penalty: 857.237793
	Iteration 57Q: 3 clusters Score -1007631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1007628.562500 Penalty: 857.237793
	Iteration 58Q: 3 clusters Score -1007629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1007626.687500 Penalty: 857.237793
	Iteration 59Q: 3 clusters Score -1007627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1007627.562500 Penalty: 857.237793
	Iteration 60F: 3 clusters Score -1007628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -95243.531250 Penalty: 326.310364
	Iteration 0F: 2 clusters Score -95243.53 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 646 members 
Entering Unmasked Estep 
Score: -94268.398438 Penalty: 652.620728
	Iteration 0F: 3 clusters Score -94268.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94649.648438 Penalty: 652.620728
	Iteration 1F: 3 clusters Score -94649.65 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94763.687500 Penalty: 652.620728
	Iteration 2F: 3 clusters Score -94763.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94831.718750 Penalty: 652.620728
	Iteration 3F: 3 clusters Score -94831.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94892.492188 Penalty: 652.620728
	Iteration 4F: 3 clusters Score -94892.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94938.992188 Penalty: 652.620728
	Iteration 5Q: 3 clusters Score -94938.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94976.320312 Penalty: 652.620728
	Iteration 6Q: 3 clusters Score -94976.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -95004.281250 Penalty: 652.620728
	Iteration 7Q: 3 clusters Score -95004.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95012.382812 Penalty: 652.620728
	Iteration 8Q: 3 clusters Score -95012.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95022.781250 Penalty: 652.620728
	Iteration 9Q: 3 clusters Score -95022.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -95033.179688 Penalty: 652.620728
	Iteration 10Q: 3 clusters Score -95033.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95039.351562 Penalty: 652.620728
	Iteration 11Q: 3 clusters Score -95039.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95043.921875 Penalty: 652.620728
	Iteration 12Q: 3 clusters Score -95043.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95046.929688 Penalty: 652.620728
	Iteration 13Q: 3 clusters Score -95046.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95052.039062 Penalty: 652.620728
	Iteration 14Q: 3 clusters Score -95052.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95057.382812 Penalty: 652.620728
	Iteration 15Q: 3 clusters Score -95057.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95069.226562 Penalty: 652.620728
	Iteration 16Q: 3 clusters Score -95069.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95076.570312 Penalty: 652.620728
	Iteration 17Q: 3 clusters Score -95076.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95081.546875 Penalty: 652.620728
	Iteration 18Q: 3 clusters Score -95081.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -95082.398438 Penalty: 652.620728
	Iteration 19Q: 3 clusters Score -95082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -95082.601562 Penalty: 652.620728
	Iteration 20F: 3 clusters Score -95082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -95082.820312 Penalty: 652.620728
	Iteration 21Q: 3 clusters Score -95082.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -95082.820312 Penalty: 652.620728
	Iteration 22F: 3 clusters Score -95082.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15164.436523 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15164.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14841.166016 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14841.17 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14920.654297 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14920.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14941.944336 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14941.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14949.470703 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14949.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14964.478516 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14964.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14973.442383 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14973.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14979.865234 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14979.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14983.419922 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -14983.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14984.706055 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -14984.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14988.814453 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -14988.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14988.814453 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -14988.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40750.066406 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -40750.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40208.011719 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -40208.01 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -40361.453125 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -40361.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40397.097656 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -40397.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40413.921875 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -40413.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40430.722656 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -40430.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40451.644531 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -40451.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -40475.570312 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -40475.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -40499.617188 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -40499.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -40515.558594 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -40515.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -40522.019531 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -40522.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40523.546875 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -40523.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40525.449219 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -40525.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40526.492188 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -40526.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40526.492188 Penalty: 579.348816
	Iteration 13F: 3 clusters Score -40526.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -292772.593750 Penalty: 371.562836
	Iteration 0F: 2 clusters Score -292772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -290377.125000 Penalty: 743.125671
	Iteration 0F: 3 clusters Score -290377.1 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -291292.281250 Penalty: 743.125671
	Iteration 1F: 3 clusters Score -291292.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -291497.656250 Penalty: 743.125671
	Iteration 2F: 3 clusters Score -291497.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -291709.718750 Penalty: 743.125671
	Iteration 3F: 3 clusters Score -291709.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -291981.468750 Penalty: 743.125671
	Iteration 4F: 3 clusters Score -291981.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -292206.718750 Penalty: 743.125671
	Iteration 5F: 3 clusters Score -292206.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -292301.718750 Penalty: 743.125671
	Iteration 6Q: 3 clusters Score -292301.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -292343.968750 Penalty: 743.125671
	Iteration 7Q: 3 clusters Score -292344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -292359.750000 Penalty: 743.125671
	Iteration 8Q: 3 clusters Score -292359.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292372.906250 Penalty: 743.125671
	Iteration 9Q: 3 clusters Score -292372.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -292387.531250 Penalty: 743.125671
	Iteration 10Q: 3 clusters Score -292387.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -292390.968750 Penalty: 743.125671
	Iteration 11Q: 3 clusters Score -292391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -292398.281250 Penalty: 743.125671
	Iteration 12Q: 3 clusters Score -292398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -292394.937500 Penalty: 743.125671
	Iteration 13Q: 3 clusters Score -292394.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -292402.062500 Penalty: 743.125671
	Iteration 14Q: 3 clusters Score -292402.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -292402.125000 Penalty: 743.125671
	Iteration 15Q: 3 clusters Score -292402.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -292404.812500 Penalty: 743.125671
	Iteration 16Q: 3 clusters Score -292404.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -292415.062500 Penalty: 743.125671
	Iteration 17Q: 3 clusters Score -292415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -292417.656250 Penalty: 743.125671
	Iteration 18Q: 3 clusters Score -292417.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -292420.125000 Penalty: 743.125671
	Iteration 19Q: 3 clusters Score -292420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -292419.343750 Penalty: 743.125671
	Iteration 20F: 3 clusters Score -292419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -292418.218750 Penalty: 743.125671
	Iteration 21Q: 3 clusters Score -292418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292417.843750 Penalty: 743.125671
	Iteration 22Q: 3 clusters Score -292417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -292417.937500 Penalty: 743.125671
	Iteration 23Q: 3 clusters Score -292417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -292417.031250 Penalty: 743.125671
	Iteration 24Q: 3 clusters Score -292417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -292416.843750 Penalty: 743.125671
	Iteration 25Q: 3 clusters Score -292416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -292416.281250 Penalty: 743.125671
	Iteration 26Q: 3 clusters Score -292416.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -292416.125000 Penalty: 743.125671
	Iteration 27Q: 3 clusters Score -292416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -292415.593750 Penalty: 743.125671
	Iteration 28Q: 3 clusters Score -292415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -292413.781250 Penalty: 743.125671
	Iteration 29Q: 3 clusters Score -292413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -292413.437500 Penalty: 743.125671
	Iteration 30Q: 3 clusters Score -292413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -292413.593750 Penalty: 743.125671
	Iteration 31Q: 3 clusters Score -292413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -292416.656250 Penalty: 743.125671
	Iteration 32Q: 3 clusters Score -292416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -292417.906250 Penalty: 743.125671
	Iteration 33Q: 3 clusters Score -292417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -292418.593750 Penalty: 743.125671
	Iteration 34Q: 3 clusters Score -292418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -292417.968750 Penalty: 743.125671
	Iteration 35Q: 3 clusters Score -292418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -292420.187500 Penalty: 743.125671
	Iteration 36Q: 3 clusters Score -292420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -292427.531250 Penalty: 743.125671
	Iteration 37Q: 3 clusters Score -292427.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -292426.906250 Penalty: 743.125671
	Iteration 38Q: 3 clusters Score -292426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -292430.375000 Penalty: 743.125671
	Iteration 39Q: 3 clusters Score -292430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -292432.343750 Penalty: 743.125671
	Iteration 40F: 3 clusters Score -292432.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -292432.093750 Penalty: 743.125671
	Iteration 41Q: 3 clusters Score -292432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -292436.062500 Penalty: 743.125671
	Iteration 42Q: 3 clusters Score -292436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292438.500000 Penalty: 743.125671
	Iteration 43Q: 3 clusters Score -292438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292437.750000 Penalty: 743.125671
	Iteration 44Q: 3 clusters Score -292437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292438.968750 Penalty: 743.125671
	Iteration 45Q: 3 clusters Score -292439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292437.406250 Penalty: 743.125671
	Iteration 46Q: 3 clusters Score -292437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292436.562500 Penalty: 743.125671
	Iteration 47Q: 3 clusters Score -292436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -292437.906250 Penalty: 743.125671
	Iteration 48Q: 3 clusters Score -292437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292436.937500 Penalty: 743.125671
	Iteration 49Q: 3 clusters Score -292436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292436.937500 Penalty: 743.125671
	Iteration 50F: 3 clusters Score -292436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Entering Unmasked Estep 
Score: -560243.062500 Penalty: 402.698547
	Iteration 0F: 2 clusters Score -560243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -555574.125000 Penalty: 805.397095
	Iteration 0F: 3 clusters Score -555574.1 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -557416.875000 Penalty: 805.397095
	Iteration 1F: 3 clusters Score -557416.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -557704.687500 Penalty: 805.397095
	Iteration 2F: 3 clusters Score -557704.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -558071.375000 Penalty: 805.397095
	Iteration 3F: 3 clusters Score -558071.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -558490.937500 Penalty: 805.397095
	Iteration 4F: 3 clusters Score -558490.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -558947.000000 Penalty: 805.397095
	Iteration 5F: 3 clusters Score -558947 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -559389.250000 Penalty: 805.397095
	Iteration 6F: 3 clusters Score -559389.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -559721.312500 Penalty: 805.397095
	Iteration 7F: 3 clusters Score -559721.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -559925.750000 Penalty: 805.397095
	Iteration 8Q: 3 clusters Score -559925.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -560056.875000 Penalty: 805.397095
	Iteration 9Q: 3 clusters Score -560056.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -560129.187500 Penalty: 805.397095
	Iteration 10Q: 3 clusters Score -560129.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -560156.625000 Penalty: 805.397095
	Iteration 11Q: 3 clusters Score -560156.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -560175.062500 Penalty: 805.397095
	Iteration 12Q: 3 clusters Score -560175.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -560188.250000 Penalty: 805.397095
	Iteration 13Q: 3 clusters Score -560188.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -560193.750000 Penalty: 805.397095
	Iteration 14Q: 3 clusters Score -560193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -560194.187500 Penalty: 805.397095
	Iteration 15Q: 3 clusters Score -560194.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -560197.687500 Penalty: 805.397095
	Iteration 16Q: 3 clusters Score -560197.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -560200.875000 Penalty: 805.397095
	Iteration 17Q: 3 clusters Score -560200.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -560204.937500 Penalty: 805.397095
	Iteration 18Q: 3 clusters Score -560204.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -560205.250000 Penalty: 805.397095
	Iteration 19Q: 3 clusters Score -560205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -560208.125000 Penalty: 805.397095
	Iteration 20F: 3 clusters Score -560208.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -560208.750000 Penalty: 805.397095
	Iteration 21Q: 3 clusters Score -560208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -560208.875000 Penalty: 805.397095
	Iteration 22Q: 3 clusters Score -560208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -560209.250000 Penalty: 805.397095
	Iteration 23Q: 3 clusters Score -560209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -560209.187500 Penalty: 805.397095
	Iteration 24Q: 3 clusters Score -560209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -560210.125000 Penalty: 805.397095
	Iteration 25Q: 3 clusters Score -560210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -560209.312500 Penalty: 805.397095
	Iteration 26Q: 3 clusters Score -560209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -560209.187500 Penalty: 805.397095
	Iteration 27Q: 3 clusters Score -560209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -560209.687500 Penalty: 805.397095
	Iteration 28Q: 3 clusters Score -560209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -560209.687500 Penalty: 805.397095
	Iteration 29F: 3 clusters Score -560209.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9938.952148 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9938.952 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 85 members 
Entering Unmasked Estep 
Score: -9714.221680 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9714.222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9811.881836 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9811.882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9837.721680 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9837.722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9841.958984 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9841.959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9841.958984 Penalty: 460.118378
	Iteration 4F: 3 clusters Score -9841.959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -67806.039062 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -67806.04 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 490 members 
Entering Unmasked Estep 
Score: -67005.796875 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -67005.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67256.625000 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -67256.62 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67318.359375 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -67318.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67352.585938 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -67352.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67378.921875 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -67378.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67399.023438 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -67399.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67410.992188 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -67410.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67420.937500 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -67420.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67431.718750 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -67431.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67439.117188 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -67439.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -67444.437500 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -67444.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67447.781250 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -67447.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -67451.718750 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -67451.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -67459.492188 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -67459.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -67464.398438 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -67464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67467.031250 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -67467.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67468.476562 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -67468.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -67469.843750 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -67469.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -67470.289062 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -67470.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -67471.078125 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -67471.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -67475.796875 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -67475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67484.218750 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -67484.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -67498.273438 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -67498.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -67509.960938 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -67509.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -67515.398438 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -67515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67520.984375 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -67520.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -67527.218750 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -67527.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -67534.484375 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -67534.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -67535.515625 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -67535.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -67536.031250 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -67536.03 nChanged 2
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: -67536.937500 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -67536.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -67538.148438 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -67538.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -67538.882812 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -67538.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -67540.742188 Penalty: 629.150085
	Iteration 33Q: 3 clusters Score -67540.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -67544.671875 Penalty: 629.150085
	Iteration 34Q: 3 clusters Score -67544.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -67548.429688 Penalty: 629.150085
	Iteration 35Q: 3 clusters Score -67548.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -67549.593750 Penalty: 629.150085
	Iteration 36Q: 3 clusters Score -67549.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67551.281250 Penalty: 629.150085
	Iteration 37Q: 3 clusters Score -67551.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67552.921875 Penalty: 629.150085
	Iteration 38Q: 3 clusters Score -67552.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -67556.726562 Penalty: 629.150085
	Iteration 39Q: 3 clusters Score -67556.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -67561.429688 Penalty: 629.150085
	Iteration 40F: 3 clusters Score -67561.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -67568.984375 Penalty: 629.150085
	Iteration 41Q: 3 clusters Score -67568.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -67580.671875 Penalty: 629.150085
	Iteration 42Q: 3 clusters Score -67580.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -67588.296875 Penalty: 629.150085
	Iteration 43Q: 3 clusters Score -67588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -67591.265625 Penalty: 629.150085
	Iteration 44Q: 3 clusters Score -67591.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67591.992188 Penalty: 629.150085
	Iteration 45Q: 3 clusters Score -67591.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -67593.664062 Penalty: 629.150085
	Iteration 46Q: 3 clusters Score -67593.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67596.093750 Penalty: 629.150085
	Iteration 47Q: 3 clusters Score -67596.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -67602.296875 Penalty: 629.150085
	Iteration 48Q: 3 clusters Score -67602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -67607.085938 Penalty: 629.150085
	Iteration 49Q: 3 clusters Score -67607.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -67609.359375 Penalty: 629.150085
	Iteration 50Q: 3 clusters Score -67609.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -67611.132812 Penalty: 629.150085
	Iteration 51Q: 3 clusters Score -67611.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -67611.492188 Penalty: 629.150085
	Iteration 52Q: 3 clusters Score -67611.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67612.101562 Penalty: 629.150085
	Iteration 53Q: 3 clusters Score -67612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67612.523438 Penalty: 629.150085
	Iteration 54Q: 3 clusters Score -67612.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67613.085938 Penalty: 629.150085
	Iteration 55Q: 3 clusters Score -67613.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67613.335938 Penalty: 629.150085
	Iteration 56Q: 3 clusters Score -67613.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -67614.468750 Penalty: 629.150085
	Iteration 57Q: 3 clusters Score -67614.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -67616.117188 Penalty: 629.150085
	Iteration 58Q: 3 clusters Score -67616.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -67617.101562 Penalty: 629.150085
	Iteration 59Q: 3 clusters Score -67617.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -67618.476562 Penalty: 629.150085
	Iteration 60F: 3 clusters Score -67618.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -67619.804688 Penalty: 629.150085
	Iteration 61Q: 3 clusters Score -67619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -67621.109375 Penalty: 629.150085
	Iteration 62Q: 3 clusters Score -67621.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -67621.250000 Penalty: 629.150085
	Iteration 63Q: 3 clusters Score -67621.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -67621.250000 Penalty: 629.150085
	Iteration 64F: 3 clusters Score -67621.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -539884.500000 Penalty: 399.721191
	Iteration 0F: 2 clusters Score -539884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -535598.312500 Penalty: 799.442383
	Iteration 0F: 3 clusters Score -535598.3 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -537520.625000 Penalty: 799.442383
	Iteration 1F: 3 clusters Score -537520.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -537859.750000 Penalty: 799.442383
	Iteration 2F: 3 clusters Score -537859.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -538281.437500 Penalty: 799.442383
	Iteration 3F: 3 clusters Score -538281.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -538732.875000 Penalty: 799.442383
	Iteration 4F: 3 clusters Score -538732.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -539044.812500 Penalty: 799.442383
	Iteration 5F: 3 clusters Score -539044.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -539218.875000 Penalty: 799.442383
	Iteration 6Q: 3 clusters Score -539218.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -539332.812500 Penalty: 799.442383
	Iteration 7Q: 3 clusters Score -539332.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -539400.562500 Penalty: 799.442383
	Iteration 8Q: 3 clusters Score -539400.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -539455.875000 Penalty: 799.442383
	Iteration 9Q: 3 clusters Score -539455.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -539498.750000 Penalty: 799.442383
	Iteration 10Q: 3 clusters Score -539498.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -539525.187500 Penalty: 799.442383
	Iteration 11Q: 3 clusters Score -539525.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -539533.750000 Penalty: 799.442383
	Iteration 12Q: 3 clusters Score -539533.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -539536.500000 Penalty: 799.442383
	Iteration 13Q: 3 clusters Score -539536.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -539535.562500 Penalty: 799.442383
	Iteration 14Q: 3 clusters Score -539535.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -539542.125000 Penalty: 799.442383
	Iteration 15Q: 3 clusters Score -539542.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -539539.437500 Penalty: 799.442383
	Iteration 16Q: 3 clusters Score -539539.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -539530.625000 Penalty: 799.442383
	Iteration 17Q: 3 clusters Score -539530.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -539544.125000 Penalty: 799.442383
	Iteration 18Q: 3 clusters Score -539544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -539542.625000 Penalty: 799.442383
	Iteration 19Q: 3 clusters Score -539542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -539541.375000 Penalty: 799.442383
	Iteration 20F: 3 clusters Score -539541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -539545.250000 Penalty: 799.442383
	Iteration 21Q: 3 clusters Score -539545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -539543.187500 Penalty: 799.442383
	Iteration 22Q: 3 clusters Score -539543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -539541.750000 Penalty: 799.442383
	Iteration 23Q: 3 clusters Score -539541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -539539.437500 Penalty: 799.442383
	Iteration 24Q: 3 clusters Score -539539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -539537.812500 Penalty: 799.442383
	Iteration 25Q: 3 clusters Score -539537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -539531.812500 Penalty: 799.442383
	Iteration 26Q: 3 clusters Score -539531.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -539546.250000 Penalty: 799.442383
	Iteration 27Q: 3 clusters Score -539546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -539536.562500 Penalty: 799.442383
	Iteration 28Q: 3 clusters Score -539536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -539542.500000 Penalty: 799.442383
	Iteration 29Q: 3 clusters Score -539542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -539542.500000 Penalty: 799.442383
	Iteration 30F: 3 clusters Score -539542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -145435.359375 Penalty: 346.540894
	Iteration 0F: 2 clusters Score -145435.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -144011.328125 Penalty: 693.081787
	Iteration 0F: 3 clusters Score -144011.3 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -144532.718750 Penalty: 693.081787
	Iteration 1F: 3 clusters Score -144532.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -144635.640625 Penalty: 693.081787
	Iteration 2F: 3 clusters Score -144635.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -144724.015625 Penalty: 693.081787
	Iteration 3F: 3 clusters Score -144724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -144796.000000 Penalty: 693.081787
	Iteration 4F: 3 clusters Score -144796 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -144865.656250 Penalty: 693.081787
	Iteration 5Q: 3 clusters Score -144865.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -144930.015625 Penalty: 693.081787
	Iteration 6Q: 3 clusters Score -144930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -144970.171875 Penalty: 693.081787
	Iteration 7Q: 3 clusters Score -144970.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -145007.750000 Penalty: 693.081787
	Iteration 8Q: 3 clusters Score -145007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -145039.859375 Penalty: 693.081787
	Iteration 9Q: 3 clusters Score -145039.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -145058.796875 Penalty: 693.081787
	Iteration 10Q: 3 clusters Score -145058.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -145070.734375 Penalty: 693.081787
	Iteration 11Q: 3 clusters Score -145070.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -145079.468750 Penalty: 693.081787
	Iteration 12Q: 3 clusters Score -145079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -145084.093750 Penalty: 693.081787
	Iteration 13Q: 3 clusters Score -145084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -145087.625000 Penalty: 693.081787
	Iteration 14Q: 3 clusters Score -145087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -145089.500000 Penalty: 693.081787
	Iteration 15Q: 3 clusters Score -145089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -145093.078125 Penalty: 693.081787
	Iteration 16Q: 3 clusters Score -145093.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -145098.109375 Penalty: 693.081787
	Iteration 17Q: 3 clusters Score -145098.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -145103.468750 Penalty: 693.081787
	Iteration 18Q: 3 clusters Score -145103.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -145108.671875 Penalty: 693.081787
	Iteration 19Q: 3 clusters Score -145108.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -145114.531250 Penalty: 693.081787
	Iteration 20F: 3 clusters Score -145114.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -145118.906250 Penalty: 693.081787
	Iteration 21Q: 3 clusters Score -145118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -145124.062500 Penalty: 693.081787
	Iteration 22Q: 3 clusters Score -145124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -145134.734375 Penalty: 693.081787
	Iteration 23Q: 3 clusters Score -145134.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -145145.484375 Penalty: 693.081787
	Iteration 24Q: 3 clusters Score -145145.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -145153.000000 Penalty: 693.081787
	Iteration 25Q: 3 clusters Score -145153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -145166.125000 Penalty: 693.081787
	Iteration 26Q: 3 clusters Score -145166.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -145173.609375 Penalty: 693.081787
	Iteration 27Q: 3 clusters Score -145173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -145180.000000 Penalty: 693.081787
	Iteration 28Q: 3 clusters Score -145180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -145187.000000 Penalty: 693.081787
	Iteration 29Q: 3 clusters Score -145187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -145189.265625 Penalty: 693.081787
	Iteration 30Q: 3 clusters Score -145189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -145194.734375 Penalty: 693.081787
	Iteration 31Q: 3 clusters Score -145194.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -145203.078125 Penalty: 693.081787
	Iteration 32Q: 3 clusters Score -145203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -145207.765625 Penalty: 693.081787
	Iteration 33Q: 3 clusters Score -145207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -145211.953125 Penalty: 693.081787
	Iteration 34Q: 3 clusters Score -145212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -145214.250000 Penalty: 693.081787
	Iteration 35Q: 3 clusters Score -145214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -145217.515625 Penalty: 693.081787
	Iteration 36Q: 3 clusters Score -145217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -145219.828125 Penalty: 693.081787
	Iteration 37Q: 3 clusters Score -145219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -145222.671875 Penalty: 693.081787
	Iteration 38Q: 3 clusters Score -145222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -145225.046875 Penalty: 693.081787
	Iteration 39Q: 3 clusters Score -145225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -145226.718750 Penalty: 693.081787
	Iteration 40F: 3 clusters Score -145226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -145228.031250 Penalty: 693.081787
	Iteration 41Q: 3 clusters Score -145228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -145228.953125 Penalty: 693.081787
	Iteration 42Q: 3 clusters Score -145229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -145228.953125 Penalty: 693.081787
	Iteration 43F: 3 clusters Score -145229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -15180.996094 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15181 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 186 members 
Entering Unmasked Estep 
Score: -14800.734375 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14800.73 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14931.458984 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -14931.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14961.640625 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -14961.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14985.780273 Penalty: 533.590454
	Iteration 3Q: 3 clusters Score -14985.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15009.389648 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15009.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15030.584961 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15030.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15065.019531 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15065.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15090.000977 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15104.570312 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15104.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15116.707031 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15116.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15124.241211 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15124.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15130.584961 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15130.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15133.000977 Penalty: 533.590454
	Iteration 12Q: 3 clusters Score -15133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15135.937500 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -15135.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15135.937500 Penalty: 533.590454
	Iteration 14F: 3 clusters Score -15135.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -24511.382812 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -24511.38 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 195 members 
Entering Unmasked Estep 
Score: -24109.585938 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -24109.59 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24233.779297 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -24233.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -24296.539062 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -24296.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24329.326172 Penalty: 545.903259
	Iteration 3F: 3 clusters Score -24329.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24348.406250 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -24348.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24366.642578 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -24366.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24370.701172 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -24370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24372.863281 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -24372.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24374.578125 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -24374.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24378.271484 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -24378.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24379.480469 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -24379.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24380.412109 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -24380.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24381.453125 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -24381.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24381.453125 Penalty: 545.903259
	Iteration 13F: 3 clusters Score -24381.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -137063.140625 Penalty: 343.267120
	Iteration 0F: 2 clusters Score -137063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -135701.609375 Penalty: 686.534241
	Iteration 0F: 3 clusters Score -135701.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136144.250000 Penalty: 686.534241
	Iteration 1F: 3 clusters Score -136144.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -136214.250000 Penalty: 686.534241
	Iteration 2F: 3 clusters Score -136214.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -136268.984375 Penalty: 686.534241
	Iteration 3F: 3 clusters Score -136269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136319.968750 Penalty: 686.534241
	Iteration 4Q: 3 clusters Score -136320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -136359.265625 Penalty: 686.534241
	Iteration 5Q: 3 clusters Score -136359.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -136397.515625 Penalty: 686.534241
	Iteration 6Q: 3 clusters Score -136397.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -136445.765625 Penalty: 686.534241
	Iteration 7Q: 3 clusters Score -136445.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -136488.390625 Penalty: 686.534241
	Iteration 8Q: 3 clusters Score -136488.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -136525.156250 Penalty: 686.534241
	Iteration 9Q: 3 clusters Score -136525.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -136553.328125 Penalty: 686.534241
	Iteration 10Q: 3 clusters Score -136553.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -136590.296875 Penalty: 686.534241
	Iteration 11Q: 3 clusters Score -136590.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -136618.125000 Penalty: 686.534241
	Iteration 12Q: 3 clusters Score -136618.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -136649.234375 Penalty: 686.534241
	Iteration 13Q: 3 clusters Score -136649.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -136668.859375 Penalty: 686.534241
	Iteration 14Q: 3 clusters Score -136668.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -136685.609375 Penalty: 686.534241
	Iteration 15Q: 3 clusters Score -136685.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -136702.546875 Penalty: 686.534241
	Iteration 16Q: 3 clusters Score -136702.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -136717.187500 Penalty: 686.534241
	Iteration 17Q: 3 clusters Score -136717.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -136731.343750 Penalty: 686.534241
	Iteration 18Q: 3 clusters Score -136731.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136742.859375 Penalty: 686.534241
	Iteration 19Q: 3 clusters Score -136742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136752.906250 Penalty: 686.534241
	Iteration 20F: 3 clusters Score -136752.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -136762.046875 Penalty: 686.534241
	Iteration 21Q: 3 clusters Score -136762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -136770.390625 Penalty: 686.534241
	Iteration 22Q: 3 clusters Score -136770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -136775.921875 Penalty: 686.534241
	Iteration 23Q: 3 clusters Score -136775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -136777.984375 Penalty: 686.534241
	Iteration 24Q: 3 clusters Score -136778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -136780.781250 Penalty: 686.534241
	Iteration 25Q: 3 clusters Score -136780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136783.375000 Penalty: 686.534241
	Iteration 26Q: 3 clusters Score -136783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -136785.359375 Penalty: 686.534241
	Iteration 27Q: 3 clusters Score -136785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -136786.968750 Penalty: 686.534241
	Iteration 28Q: 3 clusters Score -136787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -136788.437500 Penalty: 686.534241
	Iteration 29Q: 3 clusters Score -136788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -136789.015625 Penalty: 686.534241
	Iteration 30Q: 3 clusters Score -136789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -136789.781250 Penalty: 686.534241
	Iteration 31Q: 3 clusters Score -136789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -136791.890625 Penalty: 686.534241
	Iteration 32Q: 3 clusters Score -136791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -136792.921875 Penalty: 686.534241
	Iteration 33Q: 3 clusters Score -136792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -136793.656250 Penalty: 686.534241
	Iteration 34Q: 3 clusters Score -136793.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -136794.812500 Penalty: 686.534241
	Iteration 35Q: 3 clusters Score -136794.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -136800.812500 Penalty: 686.534241
	Iteration 36Q: 3 clusters Score -136800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -136803.093750 Penalty: 686.534241
	Iteration 37Q: 3 clusters Score -136803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -136806.281250 Penalty: 686.534241
	Iteration 38Q: 3 clusters Score -136806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -136807.921875 Penalty: 686.534241
	Iteration 39Q: 3 clusters Score -136807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -136811.109375 Penalty: 686.534241
	Iteration 40F: 3 clusters Score -136811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -136816.562500 Penalty: 686.534241
	Iteration 41Q: 3 clusters Score -136816.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -136820.437500 Penalty: 686.534241
	Iteration 42Q: 3 clusters Score -136820.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -136828.859375 Penalty: 686.534241
	Iteration 43Q: 3 clusters Score -136828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -136839.109375 Penalty: 686.534241
	Iteration 44Q: 3 clusters Score -136839.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -136846.703125 Penalty: 686.534241
	Iteration 45Q: 3 clusters Score -136846.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -136856.828125 Penalty: 686.534241
	Iteration 46Q: 3 clusters Score -136856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -136871.609375 Penalty: 686.534241
	Iteration 47Q: 3 clusters Score -136871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136887.859375 Penalty: 686.534241
	Iteration 48Q: 3 clusters Score -136887.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -136904.031250 Penalty: 686.534241
	Iteration 49Q: 3 clusters Score -136904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -136923.453125 Penalty: 686.534241
	Iteration 50Q: 3 clusters Score -136923.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -136941.000000 Penalty: 686.534241
	Iteration 51Q: 3 clusters Score -136941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -136960.765625 Penalty: 686.534241
	Iteration 52Q: 3 clusters Score -136960.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -136967.687500 Penalty: 686.534241
	Iteration 53Q: 3 clusters Score -136967.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -136972.328125 Penalty: 686.534241
	Iteration 54Q: 3 clusters Score -136972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -136974.812500 Penalty: 686.534241
	Iteration 55Q: 3 clusters Score -136974.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -136977.265625 Penalty: 686.534241
	Iteration 56Q: 3 clusters Score -136977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -136979.671875 Penalty: 686.534241
	Iteration 57Q: 3 clusters Score -136979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136982.421875 Penalty: 686.534241
	Iteration 58Q: 3 clusters Score -136982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136982.875000 Penalty: 686.534241
	Iteration 59Q: 3 clusters Score -136982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -136983.265625 Penalty: 686.534241
	Iteration 60F: 3 clusters Score -136983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -136983.359375 Penalty: 686.534241
	Iteration 61Q: 3 clusters Score -136983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -136983.484375 Penalty: 686.534241
	Iteration 62Q: 3 clusters Score -136983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -136983.671875 Penalty: 686.534241
	Iteration 63Q: 3 clusters Score -136983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -136983.671875 Penalty: 686.534241
	Iteration 64F: 3 clusters Score -136983.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10540.929688 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10262.994141 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10262.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10392.757812 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10392.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10421.345703 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10421.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10452.064453 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -10452.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -10484.287109 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10484.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10513.575195 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10513.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10531.282227 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10531.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10534.014648 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -10534.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10534.014648 Penalty: 490.820129
	Iteration 8F: 3 clusters Score -10534.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 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 120 members 
Entering Unmasked Estep 
Score: -14503.706055 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14503.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14577.976562 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14577.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14610.006836 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14610.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14624.714844 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14624.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14632.187500 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14632.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14641.562500 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14641.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14643.916992 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14643.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14644.090820 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14644.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14644.090820 Penalty: 497.208710
	Iteration 8F: 3 clusters Score -14644.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Entering Unmasked Estep 
Score: -1310763.375000 Penalty: 440.552216
	Iteration 0F: 2 clusters Score -1310763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1300184.375000 Penalty: 881.104431
	Iteration 0F: 3 clusters Score -1300184 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1304352.875000 Penalty: 881.104431
	Iteration 1F: 3 clusters Score -1304353 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1304527.625000 Penalty: 881.104431
	Iteration 2Q: 3 clusters Score -1304528 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1304796.000000 Penalty: 881.104431
	Iteration 3Q: 3 clusters Score -1304796 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1305198.625000 Penalty: 881.104431
	Iteration 4Q: 3 clusters Score -1305199 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1305778.000000 Penalty: 881.104431
	Iteration 5F: 3 clusters Score -1305778 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1306663.500000 Penalty: 881.104431
	Iteration 6F: 3 clusters Score -1306664 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1307661.500000 Penalty: 881.104431
	Iteration 7F: 3 clusters Score -1307662 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1308263.000000 Penalty: 881.104431
	Iteration 8F: 3 clusters Score -1308263 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1308581.625000 Penalty: 881.104431
	Iteration 9Q: 3 clusters Score -1308582 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1308834.500000 Penalty: 881.104431
	Iteration 10Q: 3 clusters Score -1308834 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1309133.750000 Penalty: 881.104431
	Iteration 11Q: 3 clusters Score -1309134 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1309441.500000 Penalty: 881.104431
	Iteration 12Q: 3 clusters Score -1309442 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1309706.250000 Penalty: 881.104431
	Iteration 13Q: 3 clusters Score -1309706 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1309957.625000 Penalty: 881.104431
	Iteration 14Q: 3 clusters Score -1309958 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1310165.500000 Penalty: 881.104431
	Iteration 15Q: 3 clusters Score -1310166 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1310299.500000 Penalty: 881.104431
	Iteration 16Q: 3 clusters Score -1310300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1310380.125000 Penalty: 881.104431
	Iteration 17Q: 3 clusters Score -1310380 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1310435.250000 Penalty: 881.104431
	Iteration 18Q: 3 clusters Score -1310435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1310460.000000 Penalty: 881.104431
	Iteration 19Q: 3 clusters Score -1310460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1310461.625000 Penalty: 881.104431
	Iteration 20F: 3 clusters Score -1310462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1310474.625000 Penalty: 881.104431
	Iteration 21Q: 3 clusters Score -1310475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1310477.875000 Penalty: 881.104431
	Iteration 22Q: 3 clusters Score -1310478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1310466.250000 Penalty: 881.104431
	Iteration 23Q: 3 clusters Score -1310466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1310461.250000 Penalty: 881.104431
	Iteration 24Q: 3 clusters Score -1310461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1310450.875000 Penalty: 881.104431
	Iteration 25Q: 3 clusters Score -1310451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1310427.875000 Penalty: 881.104431
	Iteration 26Q: 3 clusters Score -1310428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1310406.375000 Penalty: 881.104431
	Iteration 27Q: 3 clusters Score -1310406 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1310468.500000 Penalty: 881.104431
	Iteration 28Q: 3 clusters Score -1310468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1310473.125000 Penalty: 881.104431
	Iteration 29Q: 3 clusters Score -1310473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1310480.375000 Penalty: 881.104431
	Iteration 30Q: 3 clusters Score -1310480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1310482.625000 Penalty: 881.104431
	Iteration 31Q: 3 clusters Score -1310483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1310488.625000 Penalty: 881.104431
	Iteration 32Q: 3 clusters Score -1310489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1310482.250000 Penalty: 881.104431
	Iteration 33Q: 3 clusters Score -1310482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1310481.125000 Penalty: 881.104431
	Iteration 34Q: 3 clusters Score -1310481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1310472.500000 Penalty: 881.104431
	Iteration 35Q: 3 clusters Score -1310472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1310465.875000 Penalty: 881.104431
	Iteration 36Q: 3 clusters Score -1310466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1310453.375000 Penalty: 881.104431
	Iteration 37Q: 3 clusters Score -1310453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1310469.625000 Penalty: 881.104431
	Iteration 38Q: 3 clusters Score -1310470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1310459.750000 Penalty: 881.104431
	Iteration 39Q: 3 clusters Score -1310460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1310465.500000 Penalty: 881.104431
	Iteration 40F: 3 clusters Score -1310466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1310469.250000 Penalty: 881.104431
	Iteration 41Q: 3 clusters Score -1310469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1310468.375000 Penalty: 881.104431
	Iteration 42Q: 3 clusters Score -1310468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1310473.875000 Penalty: 881.104431
	Iteration 43Q: 3 clusters Score -1310474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1310468.000000 Penalty: 881.104431
	Iteration 44Q: 3 clusters Score -1310468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1310469.500000 Penalty: 881.104431
	Iteration 45Q: 3 clusters Score -1310470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1310471.750000 Penalty: 881.104431
	Iteration 46Q: 3 clusters Score -1310472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1310472.500000 Penalty: 881.104431
	Iteration 47Q: 3 clusters Score -1310472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1310472.500000 Penalty: 881.104431
	Iteration 48F: 3 clusters Score -1310472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14107.879883 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -14107.88 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 111 members 
Entering Unmasked Estep 
Score: -13845.197266 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -13845.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13915.808594 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -13915.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13935.952148 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -13935.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13938.731445 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -13938.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13939.927734 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -13939.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13941.088867 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -13941.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13942.692383 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -13942.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13948.371094 Penalty: 489.989075
	Iteration 7Q: 3 clusters Score -13948.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13953.508789 Penalty: 489.989075
	Iteration 8Q: 3 clusters Score -13953.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13977.327148 Penalty: 489.989075
	Iteration 9Q: 3 clusters Score -13977.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13989.031250 Penalty: 489.989075
	Iteration 10Q: 3 clusters Score -13989.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13998.519531 Penalty: 489.989075
	Iteration 11Q: 3 clusters Score -13998.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14004.902344 Penalty: 489.989075
	Iteration 12Q: 3 clusters Score -14004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14008.767578 Penalty: 489.989075
	Iteration 13Q: 3 clusters Score -14008.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14011.141602 Penalty: 489.989075
	Iteration 14Q: 3 clusters Score -14011.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14013.566406 Penalty: 489.989075
	Iteration 15Q: 3 clusters Score -14013.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14013.566406 Penalty: 489.989075
	Iteration 16F: 3 clusters Score -14013.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -530216.562500 Penalty: 399.735107
	Iteration 0F: 2 clusters Score -530216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -525878.687500 Penalty: 799.470215
	Iteration 0F: 3 clusters Score -525878.7 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -527562.500000 Penalty: 799.470215
	Iteration 1F: 3 clusters Score -527562.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -527796.125000 Penalty: 799.470215
	Iteration 2F: 3 clusters Score -527796.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -528078.187500 Penalty: 799.470215
	Iteration 3F: 3 clusters Score -528078.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -528425.625000 Penalty: 799.470215
	Iteration 4F: 3 clusters Score -528425.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -528907.625000 Penalty: 799.470215
	Iteration 5F: 3 clusters Score -528907.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -529338.812500 Penalty: 799.470215
	Iteration 6F: 3 clusters Score -529338.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -529624.125000 Penalty: 799.470215
	Iteration 7Q: 3 clusters Score -529624.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -529766.687500 Penalty: 799.470215
	Iteration 8Q: 3 clusters Score -529766.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -529825.937500 Penalty: 799.470215
	Iteration 9Q: 3 clusters Score -529825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -529845.625000 Penalty: 799.470215
	Iteration 10Q: 3 clusters Score -529845.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -529860.250000 Penalty: 799.470215
	Iteration 11Q: 3 clusters Score -529860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -529865.687500 Penalty: 799.470215
	Iteration 12Q: 3 clusters Score -529865.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -529873.687500 Penalty: 799.470215
	Iteration 13Q: 3 clusters Score -529873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -529878.062500 Penalty: 799.470215
	Iteration 14Q: 3 clusters Score -529878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -529884.500000 Penalty: 799.470215
	Iteration 15Q: 3 clusters Score -529884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -529889.750000 Penalty: 799.470215
	Iteration 16Q: 3 clusters Score -529889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -529890.250000 Penalty: 799.470215
	Iteration 17Q: 3 clusters Score -529890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -529892.125000 Penalty: 799.470215
	Iteration 18Q: 3 clusters Score -529892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -529892.125000 Penalty: 799.470215
	Iteration 19F: 3 clusters Score -529892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -189197.031250 Penalty: 352.061523
	Iteration 0F: 2 clusters Score -189197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -187577.156250 Penalty: 704.123047
	Iteration 0F: 3 clusters Score -187577.2 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -188032.046875 Penalty: 704.123047
	Iteration 1F: 3 clusters Score -188032 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -188087.687500 Penalty: 704.123047
	Iteration 2F: 3 clusters Score -188087.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -188143.203125 Penalty: 704.123047
	Iteration 3F: 3 clusters Score -188143.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -188188.468750 Penalty: 704.123047
	Iteration 4Q: 3 clusters Score -188188.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -188252.875000 Penalty: 704.123047
	Iteration 5Q: 3 clusters Score -188252.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -188334.937500 Penalty: 704.123047
	Iteration 6Q: 3 clusters Score -188334.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -188399.593750 Penalty: 704.123047
	Iteration 7Q: 3 clusters Score -188399.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -188449.562500 Penalty: 704.123047
	Iteration 8Q: 3 clusters Score -188449.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -188486.015625 Penalty: 704.123047
	Iteration 9Q: 3 clusters Score -188486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -188511.703125 Penalty: 704.123047
	Iteration 10Q: 3 clusters Score -188511.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -188531.968750 Penalty: 704.123047
	Iteration 11Q: 3 clusters Score -188532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -188542.203125 Penalty: 704.123047
	Iteration 12Q: 3 clusters Score -188542.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -188549.937500 Penalty: 704.123047
	Iteration 13Q: 3 clusters Score -188549.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -188558.765625 Penalty: 704.123047
	Iteration 14Q: 3 clusters Score -188558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -188562.140625 Penalty: 704.123047
	Iteration 15Q: 3 clusters Score -188562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -188560.953125 Penalty: 704.123047
	Iteration 16Q: 3 clusters Score -188561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188562.953125 Penalty: 704.123047
	Iteration 17Q: 3 clusters Score -188563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188564.203125 Penalty: 704.123047
	Iteration 18Q: 3 clusters Score -188564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188564.250000 Penalty: 704.123047
	Iteration 19Q: 3 clusters Score -188564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -188563.765625 Penalty: 704.123047
	Iteration 20F: 3 clusters Score -188563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -188564.312500 Penalty: 704.123047
	Iteration 21Q: 3 clusters Score -188564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -188564.546875 Penalty: 704.123047
	Iteration 22Q: 3 clusters Score -188564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -188565.562500 Penalty: 704.123047
	Iteration 23Q: 3 clusters Score -188565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -188565.312500 Penalty: 704.123047
	Iteration 24Q: 3 clusters Score -188565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188566.140625 Penalty: 704.123047
	Iteration 25Q: 3 clusters Score -188566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -188565.171875 Penalty: 704.123047
	Iteration 26Q: 3 clusters Score -188565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188565.921875 Penalty: 704.123047
	Iteration 27Q: 3 clusters Score -188565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188565.921875 Penalty: 704.123047
	Iteration 28F: 3 clusters Score -188565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -40154.804688 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -40154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -39651.812500 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -39651.81 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39791.117188 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -39791.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39819.671875 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -39819.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39833.363281 Penalty: 572.025818
	Iteration 3Q: 3 clusters Score -39833.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39844.894531 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -39844.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39850.542969 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -39850.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39856.843750 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -39856.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39861.175781 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -39861.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39865.394531 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -39865.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39872.421875 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -39872.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39876.328125 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -39876.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39878.574219 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -39878.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39880.167969 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -39880.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39882.597656 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -39882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39884.660156 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -39884.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39887.312500 Penalty: 572.025818
	Iteration 15Q: 3 clusters Score -39887.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39889.867188 Penalty: 572.025818
	Iteration 16Q: 3 clusters Score -39889.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39891.125000 Penalty: 572.025818
	Iteration 17Q: 3 clusters Score -39891.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39892.750000 Penalty: 572.025818
	Iteration 18Q: 3 clusters Score -39892.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39894.503906 Penalty: 572.025818
	Iteration 19Q: 3 clusters Score -39894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39895.550781 Penalty: 572.025818
	Iteration 20F: 3 clusters Score -39895.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39897.320312 Penalty: 572.025818
	Iteration 21Q: 3 clusters Score -39897.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39897.320312 Penalty: 572.025818
	Iteration 22F: 3 clusters Score -39897.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9760.192383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9760.192 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 89 members 
Entering Unmasked Estep 
Score: -9504.692383 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9504.692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9595.974609 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9595.975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9648.152344 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9648.152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9673.110352 Penalty: 477.479187
	Iteration 3F: 3 clusters Score -9673.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9704.992188 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9704.992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9742.435547 Penalty: 477.479187
	Iteration 5F: 3 clusters Score -9742.436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9777.906250 Penalty: 477.479187
	Iteration 6Q: 3 clusters Score -9777.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9792.515625 Penalty: 477.479187
	Iteration 7Q: 3 clusters Score -9792.516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9797.289062 Penalty: 477.479187
	Iteration 8Q: 3 clusters Score -9797.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9798.634766 Penalty: 477.479187
	Iteration 9Q: 3 clusters Score -9798.635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9799.898438 Penalty: 477.479187
	Iteration 10Q: 3 clusters Score -9799.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9799.898438 Penalty: 477.479187
	Iteration 11F: 3 clusters Score -9799.898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 92 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 98 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171036.000000 Penalty: 46349.105469
Splitting cluster 59 changes total score from -42171480.000000 to -42171036.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (18000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Entering Unmasked Estep 
Score: -1453757.125000 Penalty: 445.814789
	Iteration 0F: 2 clusters Score -1453757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1441797.125000 Penalty: 891.629578
	Iteration 0F: 3 clusters Score -1441797 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1446896.750000 Penalty: 891.629578
	Iteration 1F: 3 clusters Score -1446897 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1447449.250000 Penalty: 891.629578
	Iteration 2F: 3 clusters Score -1447449 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1448324.125000 Penalty: 891.629578
	Iteration 3F: 3 clusters Score -1448324 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1449525.250000 Penalty: 891.629578
	Iteration 4F: 3 clusters Score -1449525 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1450656.375000 Penalty: 891.629578
	Iteration 5F: 3 clusters Score -1450656 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1451438.625000 Penalty: 891.629578
	Iteration 6F: 3 clusters Score -1451439 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1451855.125000 Penalty: 891.629578
	Iteration 7Q: 3 clusters Score -1451855 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1452149.750000 Penalty: 891.629578
	Iteration 8Q: 3 clusters Score -1452150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1452338.125000 Penalty: 891.629578
	Iteration 9Q: 3 clusters Score -1452338 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1452498.375000 Penalty: 891.629578
	Iteration 10Q: 3 clusters Score -1452498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1452631.875000 Penalty: 891.629578
	Iteration 11Q: 3 clusters Score -1452632 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1452748.125000 Penalty: 891.629578
	Iteration 12Q: 3 clusters Score -1452748 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1452838.625000 Penalty: 891.629578
	Iteration 13Q: 3 clusters Score -1452839 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1452904.125000 Penalty: 891.629578
	Iteration 14Q: 3 clusters Score -1452904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1452956.750000 Penalty: 891.629578
	Iteration 15Q: 3 clusters Score -1452957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1453010.000000 Penalty: 891.629578
	Iteration 16Q: 3 clusters Score -1453010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1453047.000000 Penalty: 891.629578
	Iteration 17Q: 3 clusters Score -1453047 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1453086.875000 Penalty: 891.629578
	Iteration 18Q: 3 clusters Score -1453087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1453120.500000 Penalty: 891.629578
	Iteration 19Q: 3 clusters Score -1453120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1453143.500000 Penalty: 891.629578
	Iteration 20F: 3 clusters Score -1453144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1453162.750000 Penalty: 891.629578
	Iteration 21Q: 3 clusters Score -1453163 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1453185.375000 Penalty: 891.629578
	Iteration 22Q: 3 clusters Score -1453185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1453206.375000 Penalty: 891.629578
	Iteration 23Q: 3 clusters Score -1453206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1453222.125000 Penalty: 891.629578
	Iteration 24Q: 3 clusters Score -1453222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1453233.000000 Penalty: 891.629578
	Iteration 25Q: 3 clusters Score -1453233 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1453247.000000 Penalty: 891.629578
	Iteration 26Q: 3 clusters Score -1453247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1453253.000000 Penalty: 891.629578
	Iteration 27Q: 3 clusters Score -1453253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1453261.750000 Penalty: 891.629578
	Iteration 28Q: 3 clusters Score -1453262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1453268.250000 Penalty: 891.629578
	Iteration 29Q: 3 clusters Score -1453268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1453272.875000 Penalty: 891.629578
	Iteration 30Q: 3 clusters Score -1453273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1453281.750000 Penalty: 891.629578
	Iteration 31Q: 3 clusters Score -1453282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1453288.125000 Penalty: 891.629578
	Iteration 32Q: 3 clusters Score -1453288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1453289.500000 Penalty: 891.629578
	Iteration 33Q: 3 clusters Score -1453290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1453296.125000 Penalty: 891.629578
	Iteration 34Q: 3 clusters Score -1453296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1453299.750000 Penalty: 891.629578
	Iteration 35Q: 3 clusters Score -1453300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1453304.125000 Penalty: 891.629578
	Iteration 36Q: 3 clusters Score -1453304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1453311.875000 Penalty: 891.629578
	Iteration 37Q: 3 clusters Score -1453312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1453313.375000 Penalty: 891.629578
	Iteration 38Q: 3 clusters Score -1453313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1453314.875000 Penalty: 891.629578
	Iteration 39Q: 3 clusters Score -1453315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1453319.500000 Penalty: 891.629578
	Iteration 40F: 3 clusters Score -1453320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1453319.125000 Penalty: 891.629578
	Iteration 41Q: 3 clusters Score -1453319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1453321.875000 Penalty: 891.629578
	Iteration 42Q: 3 clusters Score -1453322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1453326.500000 Penalty: 891.629578
	Iteration 43Q: 3 clusters Score -1453326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1453332.375000 Penalty: 891.629578
	Iteration 44Q: 3 clusters Score -1453332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1453336.250000 Penalty: 891.629578
	Iteration 45Q: 3 clusters Score -1453336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1453337.500000 Penalty: 891.629578
	Iteration 46Q: 3 clusters Score -1453338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1453339.875000 Penalty: 891.629578
	Iteration 47Q: 3 clusters Score -1453340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1453339.750000 Penalty: 891.629578
	Iteration 48Q: 3 clusters Score -1453340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1453343.875000 Penalty: 891.629578
	Iteration 49Q: 3 clusters Score -1453344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1453342.875000 Penalty: 891.629578
	Iteration 50Q: 3 clusters Score -1453343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1453343.000000 Penalty: 891.629578
	Iteration 51Q: 3 clusters Score -1453343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1453343.375000 Penalty: 891.629578
	Iteration 52Q: 3 clusters Score -1453343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1453344.625000 Penalty: 891.629578
	Iteration 53Q: 3 clusters Score -1453345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1453341.750000 Penalty: 891.629578
	Iteration 54Q: 3 clusters Score -1453342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1453343.750000 Penalty: 891.629578
	Iteration 55Q: 3 clusters Score -1453344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1453341.750000 Penalty: 891.629578
	Iteration 56Q: 3 clusters Score -1453342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1453339.875000 Penalty: 891.629578
	Iteration 57Q: 3 clusters Score -1453340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1453340.500000 Penalty: 891.629578
	Iteration 58Q: 3 clusters Score -1453340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1453341.125000 Penalty: 891.629578
	Iteration 59Q: 3 clusters Score -1453341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1453340.625000 Penalty: 891.629578
	Iteration 60F: 3 clusters Score -1453341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1453344.750000 Penalty: 891.629578
	Iteration 61Q: 3 clusters Score -1453345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1453345.625000 Penalty: 891.629578
	Iteration 62Q: 3 clusters Score -1453346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1453344.125000 Penalty: 891.629578
	Iteration 63Q: 3 clusters Score -1453344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1453344.000000 Penalty: 891.629578
	Iteration 64Q: 3 clusters Score -1453344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1453344.125000 Penalty: 891.629578
	Iteration 65Q: 3 clusters Score -1453344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1453345.500000 Penalty: 891.629578
	Iteration 66Q: 3 clusters Score -1453346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1453347.750000 Penalty: 891.629578
	Iteration 67Q: 3 clusters Score -1453348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1453346.125000 Penalty: 891.629578
	Iteration 68Q: 3 clusters Score -1453346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1453348.250000 Penalty: 891.629578
	Iteration 69Q: 3 clusters Score -1453348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1453348.500000 Penalty: 891.629578
	Iteration 70Q: 3 clusters Score -1453348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1453346.500000 Penalty: 891.629578
	Iteration 71Q: 3 clusters Score -1453346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1453347.250000 Penalty: 891.629578
	Iteration 72Q: 3 clusters Score -1453347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1453345.875000 Penalty: 891.629578
	Iteration 73Q: 3 clusters Score -1453346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1453350.625000 Penalty: 891.629578
	Iteration 74Q: 3 clusters Score -1453351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1453348.750000 Penalty: 891.629578
	Iteration 75Q: 3 clusters Score -1453349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1453349.625000 Penalty: 891.629578
	Iteration 76Q: 3 clusters Score -1453350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1453348.500000 Penalty: 891.629578
	Iteration 77Q: 3 clusters Score -1453348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1453349.250000 Penalty: 891.629578
	Iteration 78Q: 3 clusters Score -1453349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1453350.625000 Penalty: 891.629578
	Iteration 79Q: 3 clusters Score -1453351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1453349.125000 Penalty: 891.629578
	Iteration 80F: 3 clusters Score -1453349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -1453349.875000 Penalty: 891.629578
	Iteration 81Q: 3 clusters Score -1453350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1453348.875000 Penalty: 891.629578
	Iteration 82Q: 3 clusters Score -1453349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1453349.250000 Penalty: 891.629578
	Iteration 83Q: 3 clusters Score -1453349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1453349.250000 Penalty: 891.629578
	Iteration 84F: 3 clusters Score -1453349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (31009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Entering Unmasked Estep 
Score: -2511255.000000 Penalty: 470.562469
	Iteration 0F: 2 clusters Score -2511255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2491866.250000 Penalty: 941.124939
	Iteration 0F: 3 clusters Score -2491866 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2500798.750000 Penalty: 941.124939
	Iteration 1F: 3 clusters Score -2500799 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2501751.000000 Penalty: 941.124939
	Iteration 2F: 3 clusters Score -2501751 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2503231.500000 Penalty: 941.124939
	Iteration 3F: 3 clusters Score -2503232 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2504989.500000 Penalty: 941.124939
	Iteration 4F: 3 clusters Score -2504990 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2506655.250000 Penalty: 941.124939
	Iteration 5F: 3 clusters Score -2506655 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2507685.250000 Penalty: 941.124939
	Iteration 6F: 3 clusters Score -2507685 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -2508258.500000 Penalty: 941.124939
	Iteration 7Q: 3 clusters Score -2508258 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2508691.750000 Penalty: 941.124939
	Iteration 8Q: 3 clusters Score -2508692 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2509133.750000 Penalty: 941.124939
	Iteration 9Q: 3 clusters Score -2509134 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -2509600.000000 Penalty: 941.124939
	Iteration 10Q: 3 clusters Score -2509600 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2509977.750000 Penalty: 941.124939
	Iteration 11Q: 3 clusters Score -2509978 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -2510218.500000 Penalty: 941.124939
	Iteration 12Q: 3 clusters Score -2510218 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -2510388.250000 Penalty: 941.124939
	Iteration 13Q: 3 clusters Score -2510388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -2510526.250000 Penalty: 941.124939
	Iteration 14Q: 3 clusters Score -2510526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -2510646.750000 Penalty: 941.124939
	Iteration 15Q: 3 clusters Score -2510647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -2510710.250000 Penalty: 941.124939
	Iteration 16Q: 3 clusters Score -2510710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -2510780.500000 Penalty: 941.124939
	Iteration 17Q: 3 clusters Score -2510780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2510816.250000 Penalty: 941.124939
	Iteration 18Q: 3 clusters Score -2510816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -2510833.500000 Penalty: 941.124939
	Iteration 19Q: 3 clusters Score -2510834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2510843.750000 Penalty: 941.124939
	Iteration 20F: 3 clusters Score -2510844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -2510846.750000 Penalty: 941.124939
	Iteration 21Q: 3 clusters Score -2510847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -2510852.750000 Penalty: 941.124939
	Iteration 22Q: 3 clusters Score -2510853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -2510857.500000 Penalty: 941.124939
	Iteration 23Q: 3 clusters Score -2510858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -2510860.500000 Penalty: 941.124939
	Iteration 24Q: 3 clusters Score -2510860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -2510862.500000 Penalty: 941.124939
	Iteration 25Q: 3 clusters Score -2510862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -2510862.500000 Penalty: 941.124939
	Iteration 26F: 3 clusters Score -2510862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (10846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Entering Unmasked Estep 
Score: -888083.250000 Penalty: 422.765594
	Iteration 0F: 2 clusters Score -888083.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -880919.500000 Penalty: 845.531189
	Iteration 0F: 3 clusters Score -880919.5 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -883953.500000 Penalty: 845.531189
	Iteration 1F: 3 clusters Score -883953.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -884241.437500 Penalty: 845.531189
	Iteration 2F: 3 clusters Score -884241.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -884656.187500 Penalty: 845.531189
	Iteration 3F: 3 clusters Score -884656.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -885267.500000 Penalty: 845.531189
	Iteration 4F: 3 clusters Score -885267.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -886056.937500 Penalty: 845.531189
	Iteration 5F: 3 clusters Score -886056.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -886697.062500 Penalty: 845.531189
	Iteration 6F: 3 clusters Score -886697.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -887072.750000 Penalty: 845.531189
	Iteration 7Q: 3 clusters Score -887072.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -887303.625000 Penalty: 845.531189
	Iteration 8Q: 3 clusters Score -887303.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -887438.500000 Penalty: 845.531189
	Iteration 9Q: 3 clusters Score -887438.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -887500.000000 Penalty: 845.531189
	Iteration 10Q: 3 clusters Score -887500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -887571.937500 Penalty: 845.531189
	Iteration 11Q: 3 clusters Score -887571.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -887597.812500 Penalty: 845.531189
	Iteration 12Q: 3 clusters Score -887597.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -887623.687500 Penalty: 845.531189
	Iteration 13Q: 3 clusters Score -887623.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -887631.937500 Penalty: 845.531189
	Iteration 14Q: 3 clusters Score -887631.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -887633.687500 Penalty: 845.531189
	Iteration 15Q: 3 clusters Score -887633.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -887629.625000 Penalty: 845.531189
	Iteration 16Q: 3 clusters Score -887629.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -887628.562500 Penalty: 845.531189
	Iteration 17Q: 3 clusters Score -887628.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -887630.812500 Penalty: 845.531189
	Iteration 18Q: 3 clusters Score -887630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -887626.687500 Penalty: 845.531189
	Iteration 19Q: 3 clusters Score -887626.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -887630.812500 Penalty: 845.531189
	Iteration 20F: 3 clusters Score -887630.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -887627.750000 Penalty: 845.531189
	Iteration 21Q: 3 clusters Score -887627.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -887636.812500 Penalty: 845.531189
	Iteration 22Q: 3 clusters Score -887636.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -887649.812500 Penalty: 845.531189
	Iteration 23Q: 3 clusters Score -887649.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -887648.437500 Penalty: 845.531189
	Iteration 24Q: 3 clusters Score -887648.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -887651.812500 Penalty: 845.531189
	Iteration 25Q: 3 clusters Score -887651.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -887646.000000 Penalty: 845.531189
	Iteration 26Q: 3 clusters Score -887646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -887645.375000 Penalty: 845.531189
	Iteration 27Q: 3 clusters Score -887645.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -887647.562500 Penalty: 845.531189
	Iteration 28Q: 3 clusters Score -887647.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -887642.062500 Penalty: 845.531189
	Iteration 29Q: 3 clusters Score -887642.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -887637.625000 Penalty: 845.531189
	Iteration 30Q: 3 clusters Score -887637.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -887633.687500 Penalty: 845.531189
	Iteration 31Q: 3 clusters Score -887633.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -887631.937500 Penalty: 845.531189
	Iteration 32Q: 3 clusters Score -887631.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -887631.437500 Penalty: 845.531189
	Iteration 33Q: 3 clusters Score -887631.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -887628.375000 Penalty: 845.531189
	Iteration 34Q: 3 clusters Score -887628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -887625.625000 Penalty: 845.531189
	Iteration 35Q: 3 clusters Score -887625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -887624.500000 Penalty: 845.531189
	Iteration 36Q: 3 clusters Score -887624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -887622.437500 Penalty: 845.531189
	Iteration 37Q: 3 clusters Score -887622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -887618.625000 Penalty: 845.531189
	Iteration 38Q: 3 clusters Score -887618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -887617.375000 Penalty: 845.531189
	Iteration 39Q: 3 clusters Score -887617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -887614.875000 Penalty: 845.531189
	Iteration 40F: 3 clusters Score -887614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -887614.375000 Penalty: 845.531189
	Iteration 41Q: 3 clusters Score -887614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -887614.125000 Penalty: 845.531189
	Iteration 42Q: 3 clusters Score -887614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -887612.687500 Penalty: 845.531189
	Iteration 43Q: 3 clusters Score -887612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -887614.687500 Penalty: 845.531189
	Iteration 44Q: 3 clusters Score -887614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -887613.750000 Penalty: 845.531189
	Iteration 45Q: 3 clusters Score -887613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -887613.750000 Penalty: 845.531189
	Iteration 46F: 3 clusters Score -887613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -1418663.125000 Penalty: 444.240875
	Iteration 0F: 2 clusters Score -1418663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1407278.625000 Penalty: 888.481750
	Iteration 0F: 3 clusters Score -1407279 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1412287.625000 Penalty: 888.481750
	Iteration 1F: 3 clusters Score -1412288 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1412848.375000 Penalty: 888.481750
	Iteration 2F: 3 clusters Score -1412848 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1413475.000000 Penalty: 888.481750
	Iteration 3F: 3 clusters Score -1413475 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1414104.375000 Penalty: 888.481750
	Iteration 4F: 3 clusters Score -1414104 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1414683.500000 Penalty: 888.481750
	Iteration 5F: 3 clusters Score -1414684 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1415216.875000 Penalty: 888.481750
	Iteration 6F: 3 clusters Score -1415217 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1415711.125000 Penalty: 888.481750
	Iteration 7Q: 3 clusters Score -1415711 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1416240.375000 Penalty: 888.481750
	Iteration 8Q: 3 clusters Score -1416240 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1416788.750000 Penalty: 888.481750
	Iteration 9Q: 3 clusters Score -1416789 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1417262.125000 Penalty: 888.481750
	Iteration 10Q: 3 clusters Score -1417262 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1417663.000000 Penalty: 888.481750
	Iteration 11Q: 3 clusters Score -1417663 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1417943.375000 Penalty: 888.481750
	Iteration 12Q: 3 clusters Score -1417943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1418099.250000 Penalty: 888.481750
	Iteration 13Q: 3 clusters Score -1418099 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1418183.250000 Penalty: 888.481750
	Iteration 14Q: 3 clusters Score -1418183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1418210.125000 Penalty: 888.481750
	Iteration 15Q: 3 clusters Score -1418210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1418228.750000 Penalty: 888.481750
	Iteration 16Q: 3 clusters Score -1418229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1418239.875000 Penalty: 888.481750
	Iteration 17Q: 3 clusters Score -1418240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1418242.500000 Penalty: 888.481750
	Iteration 18Q: 3 clusters Score -1418242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1418242.500000 Penalty: 888.481750
	Iteration 19Q: 3 clusters Score -1418242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1418243.625000 Penalty: 888.481750
	Iteration 20F: 3 clusters Score -1418244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1418252.250000 Penalty: 888.481750
	Iteration 21Q: 3 clusters Score -1418252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1418258.750000 Penalty: 888.481750
	Iteration 22Q: 3 clusters Score -1418259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1418259.625000 Penalty: 888.481750
	Iteration 23Q: 3 clusters Score -1418260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1418259.625000 Penalty: 888.481750
	Iteration 24F: 3 clusters Score -1418260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6732.210938 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6732.211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6784.517578 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6784.518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6794.886230 Penalty: 434.132324
	Iteration 2Q: 3 clusters Score -6794.886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6815.686523 Penalty: 434.132324
	Iteration 3F: 3 clusters Score -6815.687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (18948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Entering Unmasked Estep 
Score: -1541092.000000 Penalty: 448.150146
	Iteration 0F: 2 clusters Score -1541092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1528738.875000 Penalty: 896.300293
	Iteration 0F: 3 clusters Score -1528739 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1534633.250000 Penalty: 896.300293
	Iteration 1F: 3 clusters Score -1534633 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1535802.875000 Penalty: 896.300293
	Iteration 2F: 3 clusters Score -1535803 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1537816.625000 Penalty: 896.300293
	Iteration 3F: 3 clusters Score -1537817 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1539546.250000 Penalty: 896.300293
	Iteration 4F: 3 clusters Score -1539546 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1540194.750000 Penalty: 896.300293
	Iteration 5Q: 3 clusters Score -1540195 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1540473.250000 Penalty: 896.300293
	Iteration 6Q: 3 clusters Score -1540473 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1540624.750000 Penalty: 896.300293
	Iteration 7Q: 3 clusters Score -1540625 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1540692.250000 Penalty: 896.300293
	Iteration 8Q: 3 clusters Score -1540692 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1540714.375000 Penalty: 896.300293
	Iteration 9Q: 3 clusters Score -1540714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1540732.750000 Penalty: 896.300293
	Iteration 10Q: 3 clusters Score -1540733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1540741.750000 Penalty: 896.300293
	Iteration 11Q: 3 clusters Score -1540742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1540744.625000 Penalty: 896.300293
	Iteration 12Q: 3 clusters Score -1540745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1540748.125000 Penalty: 896.300293
	Iteration 13Q: 3 clusters Score -1540748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1540750.500000 Penalty: 896.300293
	Iteration 14Q: 3 clusters Score -1540750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1540753.375000 Penalty: 896.300293
	Iteration 15Q: 3 clusters Score -1540753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1540750.250000 Penalty: 896.300293
	Iteration 16Q: 3 clusters Score -1540750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1540754.625000 Penalty: 896.300293
	Iteration 17Q: 3 clusters Score -1540755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1540755.875000 Penalty: 896.300293
	Iteration 18Q: 3 clusters Score -1540756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1540759.125000 Penalty: 896.300293
	Iteration 19Q: 3 clusters Score -1540759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1540758.875000 Penalty: 896.300293
	Iteration 20F: 3 clusters Score -1540759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1540756.000000 Penalty: 896.300293
	Iteration 21Q: 3 clusters Score -1540756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1540758.500000 Penalty: 896.300293
	Iteration 22Q: 3 clusters Score -1540758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1540754.750000 Penalty: 896.300293
	Iteration 23Q: 3 clusters Score -1540755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1540755.000000 Penalty: 896.300293
	Iteration 24Q: 3 clusters Score -1540755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1540760.125000 Penalty: 896.300293
	Iteration 25Q: 3 clusters Score -1540760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1540763.500000 Penalty: 896.300293
	Iteration 26Q: 3 clusters Score -1540764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1540756.250000 Penalty: 896.300293
	Iteration 27Q: 3 clusters Score -1540756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1540753.750000 Penalty: 896.300293
	Iteration 28Q: 3 clusters Score -1540754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1540751.000000 Penalty: 896.300293
	Iteration 29Q: 3 clusters Score -1540751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1540743.125000 Penalty: 896.300293
	Iteration 30Q: 3 clusters Score -1540743 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1540725.875000 Penalty: 896.300293
	Iteration 31Q: 3 clusters Score -1540726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1540719.750000 Penalty: 896.300293
	Iteration 32Q: 3 clusters Score -1540720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1540720.375000 Penalty: 896.300293
	Iteration 33Q: 3 clusters Score -1540720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1540709.250000 Penalty: 896.300293
	Iteration 34Q: 3 clusters Score -1540709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1540705.125000 Penalty: 896.300293
	Iteration 35Q: 3 clusters Score -1540705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1540689.625000 Penalty: 896.300293
	Iteration 36Q: 3 clusters Score -1540690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1540669.750000 Penalty: 896.300293
	Iteration 37Q: 3 clusters Score -1540670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1540663.000000 Penalty: 896.300293
	Iteration 38Q: 3 clusters Score -1540663 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1540662.250000 Penalty: 896.300293
	Iteration 39Q: 3 clusters Score -1540662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1540645.750000 Penalty: 896.300293
	Iteration 40F: 3 clusters Score -1540646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1540617.625000 Penalty: 896.300293
	Iteration 41Q: 3 clusters Score -1540618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1540605.250000 Penalty: 896.300293
	Iteration 42Q: 3 clusters Score -1540605 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1540626.125000 Penalty: 896.300293
	Iteration 43Q: 3 clusters Score -1540626 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1540615.125000 Penalty: 896.300293
	Iteration 44Q: 3 clusters Score -1540615 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1540619.875000 Penalty: 896.300293
	Iteration 45Q: 3 clusters Score -1540620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1540638.875000 Penalty: 896.300293
	Iteration 46Q: 3 clusters Score -1540639 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1540621.250000 Penalty: 896.300293
	Iteration 47Q: 3 clusters Score -1540621 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1540598.000000 Penalty: 896.300293
	Iteration 48Q: 3 clusters Score -1540598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1540605.250000 Penalty: 896.300293
	Iteration 49Q: 3 clusters Score -1540605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1540606.125000 Penalty: 896.300293
	Iteration 50Q: 3 clusters Score -1540606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1540620.250000 Penalty: 896.300293
	Iteration 51Q: 3 clusters Score -1540620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1540616.125000 Penalty: 896.300293
	Iteration 52Q: 3 clusters Score -1540616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1540620.500000 Penalty: 896.300293
	Iteration 53Q: 3 clusters Score -1540620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1540619.000000 Penalty: 896.300293
	Iteration 54Q: 3 clusters Score -1540619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1540635.375000 Penalty: 896.300293
	Iteration 55Q: 3 clusters Score -1540635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1540635.750000 Penalty: 896.300293
	Iteration 56Q: 3 clusters Score -1540636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1540646.250000 Penalty: 896.300293
	Iteration 57Q: 3 clusters Score -1540646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1540646.125000 Penalty: 896.300293
	Iteration 58Q: 3 clusters Score -1540646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1540643.000000 Penalty: 896.300293
	Iteration 59Q: 3 clusters Score -1540643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1540650.000000 Penalty: 896.300293
	Iteration 60F: 3 clusters Score -1540650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1540656.000000 Penalty: 896.300293
	Iteration 61Q: 3 clusters Score -1540656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1540664.500000 Penalty: 896.300293
	Iteration 62Q: 3 clusters Score -1540664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1540661.000000 Penalty: 896.300293
	Iteration 63Q: 3 clusters Score -1540661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1540654.875000 Penalty: 896.300293
	Iteration 64Q: 3 clusters Score -1540655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1540659.250000 Penalty: 896.300293
	Iteration 65Q: 3 clusters Score -1540659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1540659.750000 Penalty: 896.300293
	Iteration 66Q: 3 clusters Score -1540660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1540661.375000 Penalty: 896.300293
	Iteration 67Q: 3 clusters Score -1540661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1540662.375000 Penalty: 896.300293
	Iteration 68Q: 3 clusters Score -1540662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1540664.250000 Penalty: 896.300293
	Iteration 69Q: 3 clusters Score -1540664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1540662.625000 Penalty: 896.300293
	Iteration 70Q: 3 clusters Score -1540663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1540662.375000 Penalty: 896.300293
	Iteration 71Q: 3 clusters Score -1540662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1540658.125000 Penalty: 896.300293
	Iteration 72Q: 3 clusters Score -1540658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1540660.125000 Penalty: 896.300293
	Iteration 73Q: 3 clusters Score -1540660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1540655.375000 Penalty: 896.300293
	Iteration 74Q: 3 clusters Score -1540655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1540655.375000 Penalty: 896.300293
	Iteration 75F: 3 clusters Score -1540655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -356455.312500 Penalty: 381.070190
	Iteration 0F: 2 clusters Score -356455.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -353485.843750 Penalty: 762.140381
	Iteration 0F: 3 clusters Score -353485.8 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -354559.750000 Penalty: 762.140381
	Iteration 1F: 3 clusters Score -354559.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -354638.000000 Penalty: 762.140381
	Iteration 2Q: 3 clusters Score -354638 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -354716.062500 Penalty: 762.140381
	Iteration 3Q: 3 clusters Score -354716.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -354803.843750 Penalty: 762.140381
	Iteration 4Q: 3 clusters Score -354803.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -354907.218750 Penalty: 762.140381
	Iteration 5F: 3 clusters Score -354907.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -355017.093750 Penalty: 762.140381
	Iteration 6Q: 3 clusters Score -355017.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -355154.375000 Penalty: 762.140381
	Iteration 7Q: 3 clusters Score -355154.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -355330.062500 Penalty: 762.140381
	Iteration 8Q: 3 clusters Score -355330.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -355503.468750 Penalty: 762.140381
	Iteration 9Q: 3 clusters Score -355503.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -355665.031250 Penalty: 762.140381
	Iteration 10Q: 3 clusters Score -355665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -355765.968750 Penalty: 762.140381
	Iteration 11Q: 3 clusters Score -355766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -355821.531250 Penalty: 762.140381
	Iteration 12Q: 3 clusters Score -355821.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -355869.531250 Penalty: 762.140381
	Iteration 13Q: 3 clusters Score -355869.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -355911.312500 Penalty: 762.140381
	Iteration 14Q: 3 clusters Score -355911.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -355962.218750 Penalty: 762.140381
	Iteration 15Q: 3 clusters Score -355962.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -356008.250000 Penalty: 762.140381
	Iteration 16Q: 3 clusters Score -356008.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -356033.343750 Penalty: 762.140381
	Iteration 17Q: 3 clusters Score -356033.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -356051.812500 Penalty: 762.140381
	Iteration 18Q: 3 clusters Score -356051.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -356070.906250 Penalty: 762.140381
	Iteration 19Q: 3 clusters Score -356070.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -356077.406250 Penalty: 762.140381
	Iteration 20F: 3 clusters Score -356077.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -356083.406250 Penalty: 762.140381
	Iteration 21Q: 3 clusters Score -356083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -356089.500000 Penalty: 762.140381
	Iteration 22Q: 3 clusters Score -356089.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -356094.062500 Penalty: 762.140381
	Iteration 23Q: 3 clusters Score -356094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -356095.093750 Penalty: 762.140381
	Iteration 24Q: 3 clusters Score -356095.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -356097.343750 Penalty: 762.140381
	Iteration 25Q: 3 clusters Score -356097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -356098.312500 Penalty: 762.140381
	Iteration 26Q: 3 clusters Score -356098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -356097.843750 Penalty: 762.140381
	Iteration 27Q: 3 clusters Score -356097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -356099.218750 Penalty: 762.140381
	Iteration 28Q: 3 clusters Score -356099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -356099.625000 Penalty: 762.140381
	Iteration 29Q: 3 clusters Score -356099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -356099.875000 Penalty: 762.140381
	Iteration 30Q: 3 clusters Score -356099.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -356099.875000 Penalty: 762.140381
	Iteration 31F: 3 clusters Score -356099.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Entering Unmasked Estep 
Score: -1444282.250000 Penalty: 445.652710
	Iteration 0F: 2 clusters Score -1444282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1432311.000000 Penalty: 891.305420
	Iteration 0F: 3 clusters Score -1432311 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1437345.000000 Penalty: 891.305420
	Iteration 1F: 3 clusters Score -1437345 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1437750.375000 Penalty: 891.305420
	Iteration 2F: 3 clusters Score -1437750 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1438274.250000 Penalty: 891.305420
	Iteration 3F: 3 clusters Score -1438274 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1439059.000000 Penalty: 891.305420
	Iteration 4F: 3 clusters Score -1439059 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1439960.500000 Penalty: 891.305420
	Iteration 5F: 3 clusters Score -1439960 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1440641.750000 Penalty: 891.305420
	Iteration 6F: 3 clusters Score -1440642 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1440926.375000 Penalty: 891.305420
	Iteration 7Q: 3 clusters Score -1440926 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1441025.000000 Penalty: 891.305420
	Iteration 8Q: 3 clusters Score -1441025 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1441074.875000 Penalty: 891.305420
	Iteration 9Q: 3 clusters Score -1441075 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1441113.750000 Penalty: 891.305420
	Iteration 10Q: 3 clusters Score -1441114 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1441136.875000 Penalty: 891.305420
	Iteration 11Q: 3 clusters Score -1441137 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1441157.375000 Penalty: 891.305420
	Iteration 12Q: 3 clusters Score -1441157 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1441181.875000 Penalty: 891.305420
	Iteration 13Q: 3 clusters Score -1441182 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1441213.625000 Penalty: 891.305420
	Iteration 14Q: 3 clusters Score -1441214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1441250.250000 Penalty: 891.305420
	Iteration 15Q: 3 clusters Score -1441250 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1441282.500000 Penalty: 891.305420
	Iteration 16Q: 3 clusters Score -1441282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1441333.375000 Penalty: 891.305420
	Iteration 17Q: 3 clusters Score -1441333 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1441394.375000 Penalty: 891.305420
	Iteration 18Q: 3 clusters Score -1441394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1441463.250000 Penalty: 891.305420
	Iteration 19Q: 3 clusters Score -1441463 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1441568.500000 Penalty: 891.305420
	Iteration 20F: 3 clusters Score -1441568 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1441694.875000 Penalty: 891.305420
	Iteration 21Q: 3 clusters Score -1441695 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1441850.875000 Penalty: 891.305420
	Iteration 22Q: 3 clusters Score -1441851 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1442040.125000 Penalty: 891.305420
	Iteration 23Q: 3 clusters Score -1442040 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1442283.875000 Penalty: 891.305420
	Iteration 24Q: 3 clusters Score -1442284 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1442499.125000 Penalty: 891.305420
	Iteration 25Q: 3 clusters Score -1442499 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1442732.875000 Penalty: 891.305420
	Iteration 26Q: 3 clusters Score -1442733 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1442929.250000 Penalty: 891.305420
	Iteration 27Q: 3 clusters Score -1442929 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1443099.625000 Penalty: 891.305420
	Iteration 28Q: 3 clusters Score -1443100 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1443250.875000 Penalty: 891.305420
	Iteration 29Q: 3 clusters Score -1443251 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1443360.375000 Penalty: 891.305420
	Iteration 30Q: 3 clusters Score -1443360 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1443427.250000 Penalty: 891.305420
	Iteration 31Q: 3 clusters Score -1443427 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1443476.125000 Penalty: 891.305420
	Iteration 32Q: 3 clusters Score -1443476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1443497.500000 Penalty: 891.305420
	Iteration 33Q: 3 clusters Score -1443498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1443530.125000 Penalty: 891.305420
	Iteration 34Q: 3 clusters Score -1443530 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1443545.375000 Penalty: 891.305420
	Iteration 35Q: 3 clusters Score -1443545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1443554.875000 Penalty: 891.305420
	Iteration 36Q: 3 clusters Score -1443555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1443557.750000 Penalty: 891.305420
	Iteration 37Q: 3 clusters Score -1443558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1443561.875000 Penalty: 891.305420
	Iteration 38Q: 3 clusters Score -1443562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1443564.000000 Penalty: 891.305420
	Iteration 39Q: 3 clusters Score -1443564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1443580.250000 Penalty: 891.305420
	Iteration 40F: 3 clusters Score -1443580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1443583.625000 Penalty: 891.305420
	Iteration 41Q: 3 clusters Score -1443584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1443585.375000 Penalty: 891.305420
	Iteration 42Q: 3 clusters Score -1443585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1443582.125000 Penalty: 891.305420
	Iteration 43Q: 3 clusters Score -1443582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1443582.250000 Penalty: 891.305420
	Iteration 44Q: 3 clusters Score -1443582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1443582.625000 Penalty: 891.305420
	Iteration 45Q: 3 clusters Score -1443583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1443584.125000 Penalty: 891.305420
	Iteration 46Q: 3 clusters Score -1443584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1443583.625000 Penalty: 891.305420
	Iteration 47Q: 3 clusters Score -1443584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1443582.000000 Penalty: 891.305420
	Iteration 48Q: 3 clusters Score -1443582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1443581.625000 Penalty: 891.305420
	Iteration 49Q: 3 clusters Score -1443582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1443580.875000 Penalty: 891.305420
	Iteration 50Q: 3 clusters Score -1443581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1443580.375000 Penalty: 891.305420
	Iteration 51Q: 3 clusters Score -1443580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1443581.125000 Penalty: 891.305420
	Iteration 52Q: 3 clusters Score -1443581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1443578.500000 Penalty: 891.305420
	Iteration 53Q: 3 clusters Score -1443578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1443582.000000 Penalty: 891.305420
	Iteration 54Q: 3 clusters Score -1443582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1443581.875000 Penalty: 891.305420
	Iteration 55Q: 3 clusters Score -1443582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1443580.250000 Penalty: 891.305420
	Iteration 56Q: 3 clusters Score -1443580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1443578.500000 Penalty: 891.305420
	Iteration 57Q: 3 clusters Score -1443578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1443581.125000 Penalty: 891.305420
	Iteration 58Q: 3 clusters Score -1443581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1443582.625000 Penalty: 891.305420
	Iteration 59Q: 3 clusters Score -1443583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1443582.625000 Penalty: 891.305420
	Iteration 60F: 3 clusters Score -1443583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (24597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Entering Unmasked Estep 
Score: -1848351.500000 Penalty: 460.022308
	Iteration 0F: 2 clusters Score -1848352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1831987.250000 Penalty: 920.044617
	Iteration 0F: 3 clusters Score -1831987 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1838746.375000 Penalty: 920.044617
	Iteration 1F: 3 clusters Score -1838746 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1839027.250000 Penalty: 920.044617
	Iteration 2Q: 3 clusters Score -1839027 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1839429.875000 Penalty: 920.044617
	Iteration 3Q: 3 clusters Score -1839430 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1839974.500000 Penalty: 920.044617
	Iteration 4Q: 3 clusters Score -1839974 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1840728.125000 Penalty: 920.044617
	Iteration 5F: 3 clusters Score -1840728 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1841726.375000 Penalty: 920.044617
	Iteration 6F: 3 clusters Score -1841726 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1843002.250000 Penalty: 920.044617
	Iteration 7F: 3 clusters Score -1843002 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1844532.625000 Penalty: 920.044617
	Iteration 8F: 3 clusters Score -1844533 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1846075.875000 Penalty: 920.044617
	Iteration 9F: 3 clusters Score -1846076 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1847080.500000 Penalty: 920.044617
	Iteration 10Q: 3 clusters Score -1847080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1847584.875000 Penalty: 920.044617
	Iteration 11Q: 3 clusters Score -1847585 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1847895.625000 Penalty: 920.044617
	Iteration 12Q: 3 clusters Score -1847896 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1848108.000000 Penalty: 920.044617
	Iteration 13Q: 3 clusters Score -1848108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1848200.125000 Penalty: 920.044617
	Iteration 14Q: 3 clusters Score -1848200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1848259.125000 Penalty: 920.044617
	Iteration 15Q: 3 clusters Score -1848259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1848280.000000 Penalty: 920.044617
	Iteration 16Q: 3 clusters Score -1848280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1848295.500000 Penalty: 920.044617
	Iteration 17Q: 3 clusters Score -1848296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1848311.375000 Penalty: 920.044617
	Iteration 18Q: 3 clusters Score -1848311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1848317.875000 Penalty: 920.044617
	Iteration 19Q: 3 clusters Score -1848318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1848328.375000 Penalty: 920.044617
	Iteration 20F: 3 clusters Score -1848328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1848338.000000 Penalty: 920.044617
	Iteration 21Q: 3 clusters Score -1848338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1848344.625000 Penalty: 920.044617
	Iteration 22Q: 3 clusters Score -1848345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1848351.750000 Penalty: 920.044617
	Iteration 23Q: 3 clusters Score -1848352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1848351.125000 Penalty: 920.044617
	Iteration 24Q: 3 clusters Score -1848351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1848358.875000 Penalty: 920.044617
	Iteration 25Q: 3 clusters Score -1848359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1848362.375000 Penalty: 920.044617
	Iteration 26Q: 3 clusters Score -1848362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1848362.750000 Penalty: 920.044617
	Iteration 27Q: 3 clusters Score -1848363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1848365.625000 Penalty: 920.044617
	Iteration 28Q: 3 clusters Score -1848366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1848362.750000 Penalty: 920.044617
	Iteration 29Q: 3 clusters Score -1848363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1848365.250000 Penalty: 920.044617
	Iteration 30Q: 3 clusters Score -1848365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1848365.375000 Penalty: 920.044617
	Iteration 31Q: 3 clusters Score -1848365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1848368.000000 Penalty: 920.044617
	Iteration 32Q: 3 clusters Score -1848368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1848369.750000 Penalty: 920.044617
	Iteration 33Q: 3 clusters Score -1848370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1848371.375000 Penalty: 920.044617
	Iteration 34Q: 3 clusters Score -1848371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1848372.000000 Penalty: 920.044617
	Iteration 35Q: 3 clusters Score -1848372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1848377.625000 Penalty: 920.044617
	Iteration 36Q: 3 clusters Score -1848378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1848379.875000 Penalty: 920.044617
	Iteration 37Q: 3 clusters Score -1848380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1848381.375000 Penalty: 920.044617
	Iteration 38Q: 3 clusters Score -1848381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1848381.250000 Penalty: 920.044617
	Iteration 39Q: 3 clusters Score -1848381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1848384.000000 Penalty: 920.044617
	Iteration 40F: 3 clusters Score -1848384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1848384.125000 Penalty: 920.044617
	Iteration 41Q: 3 clusters Score -1848384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1848386.375000 Penalty: 920.044617
	Iteration 42Q: 3 clusters Score -1848386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1848389.625000 Penalty: 920.044617
	Iteration 43Q: 3 clusters Score -1848390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1848386.750000 Penalty: 920.044617
	Iteration 44Q: 3 clusters Score -1848387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1848388.000000 Penalty: 920.044617
	Iteration 45Q: 3 clusters Score -1848388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1848388.250000 Penalty: 920.044617
	Iteration 46Q: 3 clusters Score -1848388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1848386.750000 Penalty: 920.044617
	Iteration 47Q: 3 clusters Score -1848387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1848388.125000 Penalty: 920.044617
	Iteration 48Q: 3 clusters Score -1848388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1848388.250000 Penalty: 920.044617
	Iteration 49Q: 3 clusters Score -1848388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1848388.500000 Penalty: 920.044617
	Iteration 50Q: 3 clusters Score -1848388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1848387.625000 Penalty: 920.044617
	Iteration 51Q: 3 clusters Score -1848388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1848389.625000 Penalty: 920.044617
	Iteration 52Q: 3 clusters Score -1848390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1848390.750000 Penalty: 920.044617
	Iteration 53Q: 3 clusters Score -1848391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1848388.750000 Penalty: 920.044617
	Iteration 54Q: 3 clusters Score -1848389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1848389.500000 Penalty: 920.044617
	Iteration 55Q: 3 clusters Score -1848390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1848390.250000 Penalty: 920.044617
	Iteration 56Q: 3 clusters Score -1848390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1848389.125000 Penalty: 920.044617
	Iteration 57Q: 3 clusters Score -1848389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1848389.500000 Penalty: 920.044617
	Iteration 58Q: 3 clusters Score -1848390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1848389.500000 Penalty: 920.044617
	Iteration 59F: 3 clusters Score -1848390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 1349 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 23248 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 39078 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42171236.000000 Penalty: 46349.105469
Splitting cluster 68 changes total score from -42171480.000000 to -42171236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (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: -1893224.750000 Penalty: 457.447998
	Iteration 0F: 2 clusters Score -1893225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1878277.375000 Penalty: 914.895996
	Iteration 0F: 3 clusters Score -1878277 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1884715.125000 Penalty: 914.895996
	Iteration 1F: 3 clusters Score -1884715 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1885254.000000 Penalty: 914.895996
	Iteration 2F: 3 clusters Score -1885254 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1886032.375000 Penalty: 914.895996
	Iteration 3F: 3 clusters Score -1886032 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -1887042.250000 Penalty: 914.895996
	Iteration 4F: 3 clusters Score -1887042 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1888206.625000 Penalty: 914.895996
	Iteration 5F: 3 clusters Score -1888207 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1889338.625000 Penalty: 914.895996
	Iteration 6F: 3 clusters Score -1889339 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1889999.000000 Penalty: 914.895996
	Iteration 7Q: 3 clusters Score -1889999 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1890370.000000 Penalty: 914.895996
	Iteration 8Q: 3 clusters Score -1890370 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1890573.000000 Penalty: 914.895996
	Iteration 9Q: 3 clusters Score -1890573 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1890716.125000 Penalty: 914.895996
	Iteration 10Q: 3 clusters Score -1890716 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1890862.625000 Penalty: 914.895996
	Iteration 11Q: 3 clusters Score -1890863 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1891049.250000 Penalty: 914.895996
	Iteration 12Q: 3 clusters Score -1891049 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -1891184.125000 Penalty: 914.895996
	Iteration 13Q: 3 clusters Score -1891184 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -1891428.125000 Penalty: 914.895996
	Iteration 14Q: 3 clusters Score -1891428 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1891631.250000 Penalty: 914.895996
	Iteration 15Q: 3 clusters Score -1891631 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1891861.000000 Penalty: 914.895996
	Iteration 16Q: 3 clusters Score -1891861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -1892036.125000 Penalty: 914.895996
	Iteration 17Q: 3 clusters Score -1892036 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1892214.375000 Penalty: 914.895996
	Iteration 18Q: 3 clusters Score -1892214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1892400.625000 Penalty: 914.895996
	Iteration 19Q: 3 clusters Score -1892401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1892498.000000 Penalty: 914.895996
	Iteration 20F: 3 clusters Score -1892498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -1892609.250000 Penalty: 914.895996
	Iteration 21Q: 3 clusters Score -1892609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -1892670.875000 Penalty: 914.895996
	Iteration 22Q: 3 clusters Score -1892671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -1892717.375000 Penalty: 914.895996
	Iteration 23Q: 3 clusters Score -1892717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -1892736.250000 Penalty: 914.895996
	Iteration 24Q: 3 clusters Score -1892736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -1892748.625000 Penalty: 914.895996
	Iteration 25Q: 3 clusters Score -1892749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -1892756.250000 Penalty: 914.895996
	Iteration 26Q: 3 clusters Score -1892756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1892766.750000 Penalty: 914.895996
	Iteration 27Q: 3 clusters Score -1892767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1892776.625000 Penalty: 914.895996
	Iteration 28Q: 3 clusters Score -1892777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -1892782.625000 Penalty: 914.895996
	Iteration 29Q: 3 clusters Score -1892783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -1892787.750000 Penalty: 914.895996
	Iteration 30Q: 3 clusters Score -1892788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1892800.625000 Penalty: 914.895996
	Iteration 31Q: 3 clusters Score -1892801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -1892808.625000 Penalty: 914.895996
	Iteration 32Q: 3 clusters Score -1892809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1892817.375000 Penalty: 914.895996
	Iteration 33Q: 3 clusters Score -1892817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -1892819.375000 Penalty: 914.895996
	Iteration 34Q: 3 clusters Score -1892819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -1892823.125000 Penalty: 914.895996
	Iteration 35Q: 3 clusters Score -1892823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1892825.375000 Penalty: 914.895996
	Iteration 36Q: 3 clusters Score -1892825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1892823.000000 Penalty: 914.895996
	Iteration 37Q: 3 clusters Score -1892823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -1892823.250000 Penalty: 914.895996
	Iteration 38Q: 3 clusters Score -1892823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -1892823.250000 Penalty: 914.895996
	Iteration 39F: 3 clusters Score -1892823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -20992.554688 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -20992.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20596.732422 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -20596.73 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20685.357422 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -20685.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20729.498047 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -20729.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20783.361328 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -20783.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -20811.195312 Penalty: 532.811523
	Iteration 4F: 3 clusters Score -20811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20825.421875 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -20825.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20841.843750 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -20841.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20847.685547 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -20847.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20850.072266 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -20850.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20851.652344 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -20851.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20852.283203 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -20852.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -20852.283203 Penalty: 532.811523
	Iteration 11F: 3 clusters Score -20852.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (40592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Entering Unmasked Estep 
Score: -3240627.000000 Penalty: 482.815338
	Iteration 0F: 2 clusters Score -3240627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3216281.750000 Penalty: 965.630676
	Iteration 0F: 3 clusters Score -3216282 nChanged 19630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3228283.750000 Penalty: 965.630676
	Iteration 1F: 3 clusters Score -3228284 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3229379.750000 Penalty: 965.630676
	Iteration 2F: 3 clusters Score -3229380 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3230968.500000 Penalty: 965.630676
	Iteration 3F: 3 clusters Score -3230968 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3232724.000000 Penalty: 965.630676
	Iteration 4F: 3 clusters Score -3232724 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3234256.000000 Penalty: 965.630676
	Iteration 5F: 3 clusters Score -3234256 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3235230.750000 Penalty: 965.630676
	Iteration 6F: 3 clusters Score -3235231 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3235677.000000 Penalty: 965.630676
	Iteration 7Q: 3 clusters Score -3235677 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3235867.750000 Penalty: 965.630676
	Iteration 8Q: 3 clusters Score -3235868 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -3235972.500000 Penalty: 965.630676
	Iteration 9Q: 3 clusters Score -3235972 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3236094.750000 Penalty: 965.630676
	Iteration 10Q: 3 clusters Score -3236095 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3236200.500000 Penalty: 965.630676
	Iteration 11Q: 3 clusters Score -3236200 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3236280.750000 Penalty: 965.630676
	Iteration 12Q: 3 clusters Score -3236281 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3236366.250000 Penalty: 965.630676
	Iteration 13Q: 3 clusters Score -3236366 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3236436.500000 Penalty: 965.630676
	Iteration 14Q: 3 clusters Score -3236436 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3236515.250000 Penalty: 965.630676
	Iteration 15Q: 3 clusters Score -3236515 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3236574.250000 Penalty: 965.630676
	Iteration 16Q: 3 clusters Score -3236574 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3236637.000000 Penalty: 965.630676
	Iteration 17Q: 3 clusters Score -3236637 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3236696.750000 Penalty: 965.630676
	Iteration 18Q: 3 clusters Score -3236697 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3236786.250000 Penalty: 965.630676
	Iteration 19Q: 3 clusters Score -3236786 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3236825.000000 Penalty: 965.630676
	Iteration 20F: 3 clusters Score -3236825 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3236829.750000 Penalty: 965.630676
	Iteration 21Q: 3 clusters Score -3236830 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3236829.500000 Penalty: 965.630676
	Iteration 22Q: 3 clusters Score -3236830 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3236775.000000 Penalty: 965.630676
	Iteration 23Q: 3 clusters Score -3236775 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3236716.750000 Penalty: 965.630676
	Iteration 24F: 3 clusters Score -3236717 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3236714.750000 Penalty: 965.630676
	Iteration 25F: 3 clusters Score -3236715 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -3236952.250000 Penalty: 965.630676
	Iteration 26F: 3 clusters Score -3236952 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -3237286.500000 Penalty: 965.630676
	Iteration 27F: 3 clusters Score -3237286 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -3238104.500000 Penalty: 965.630676
	Iteration 28Q: 3 clusters Score -3238104 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -3239109.500000 Penalty: 965.630676
	Iteration 29Q: 3 clusters Score -3239110 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -3239558.500000 Penalty: 965.630676
	Iteration 30Q: 3 clusters Score -3239558 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -3239807.250000 Penalty: 965.630676
	Iteration 31Q: 3 clusters Score -3239807 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -3239961.000000 Penalty: 965.630676
	Iteration 32Q: 3 clusters Score -3239961 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -3240019.750000 Penalty: 965.630676
	Iteration 33Q: 3 clusters Score -3240020 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -3240061.000000 Penalty: 965.630676
	Iteration 34Q: 3 clusters Score -3240061 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -3240063.250000 Penalty: 965.630676
	Iteration 35Q: 3 clusters Score -3240063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -3240056.250000 Penalty: 965.630676
	Iteration 36Q: 3 clusters Score -3240056 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -3240062.750000 Penalty: 965.630676
	Iteration 37Q: 3 clusters Score -3240063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -3240062.750000 Penalty: 965.630676
	Iteration 38Q: 3 clusters Score -3240063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -3240063.000000 Penalty: 965.630676
	Iteration 39Q: 3 clusters Score -3240063 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -3240072.500000 Penalty: 965.630676
	Iteration 40F: 3 clusters Score -3240072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -3240127.000000 Penalty: 965.630676
	Iteration 41Q: 3 clusters Score -3240127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -3240129.500000 Penalty: 965.630676
	Iteration 42Q: 3 clusters Score -3240130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -3240136.250000 Penalty: 965.630676
	Iteration 43Q: 3 clusters Score -3240136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -3240147.250000 Penalty: 965.630676
	Iteration 44Q: 3 clusters Score -3240147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -3240150.250000 Penalty: 965.630676
	Iteration 45Q: 3 clusters Score -3240150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3240152.500000 Penalty: 965.630676
	Iteration 46Q: 3 clusters Score -3240152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -3240153.000000 Penalty: 965.630676
	Iteration 47Q: 3 clusters Score -3240153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -3240153.250000 Penalty: 965.630676
	Iteration 48Q: 3 clusters Score -3240153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -3240152.000000 Penalty: 965.630676
	Iteration 49Q: 3 clusters Score -3240152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -3240166.000000 Penalty: 965.630676
	Iteration 50Q: 3 clusters Score -3240166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -3240159.500000 Penalty: 965.630676
	Iteration 51Q: 3 clusters Score -3240160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -3240157.250000 Penalty: 965.630676
	Iteration 52Q: 3 clusters Score -3240157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3240158.750000 Penalty: 965.630676
	Iteration 53Q: 3 clusters Score -3240159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3240165.000000 Penalty: 965.630676
	Iteration 54Q: 3 clusters Score -3240165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -3240158.750000 Penalty: 965.630676
	Iteration 55Q: 3 clusters Score -3240159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -3240156.250000 Penalty: 965.630676
	Iteration 56Q: 3 clusters Score -3240156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -3240163.000000 Penalty: 965.630676
	Iteration 57Q: 3 clusters Score -3240163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -3240161.250000 Penalty: 965.630676
	Iteration 58Q: 3 clusters Score -3240161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -3240161.250000 Penalty: 965.630676
	Iteration 59F: 3 clusters Score -3240161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (22455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Entering Unmasked Estep 
Score: -1814989.250000 Penalty: 455.876740
	Iteration 0F: 2 clusters Score -1814989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1800336.625000 Penalty: 911.753479
	Iteration 0F: 3 clusters Score -1800337 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1806901.125000 Penalty: 911.753479
	Iteration 1F: 3 clusters Score -1806901 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1807610.000000 Penalty: 911.753479
	Iteration 2F: 3 clusters Score -1807610 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1808628.000000 Penalty: 911.753479
	Iteration 3F: 3 clusters Score -1808628 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1810004.000000 Penalty: 911.753479
	Iteration 4F: 3 clusters Score -1810004 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1811391.875000 Penalty: 911.753479
	Iteration 5F: 3 clusters Score -1811392 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1812223.000000 Penalty: 911.753479
	Iteration 6F: 3 clusters Score -1812223 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1812679.750000 Penalty: 911.753479
	Iteration 7Q: 3 clusters Score -1812680 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1813024.875000 Penalty: 911.753479
	Iteration 8Q: 3 clusters Score -1813025 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1813374.500000 Penalty: 911.753479
	Iteration 9Q: 3 clusters Score -1813374 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1813692.750000 Penalty: 911.753479
	Iteration 10Q: 3 clusters Score -1813693 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1813995.625000 Penalty: 911.753479
	Iteration 11Q: 3 clusters Score -1813996 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1814193.625000 Penalty: 911.753479
	Iteration 12Q: 3 clusters Score -1814194 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1814332.750000 Penalty: 911.753479
	Iteration 13Q: 3 clusters Score -1814333 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1814425.625000 Penalty: 911.753479
	Iteration 14Q: 3 clusters Score -1814426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1814502.000000 Penalty: 911.753479
	Iteration 15Q: 3 clusters Score -1814502 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1814532.000000 Penalty: 911.753479
	Iteration 16Q: 3 clusters Score -1814532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1814551.250000 Penalty: 911.753479
	Iteration 17Q: 3 clusters Score -1814551 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1814566.125000 Penalty: 911.753479
	Iteration 18Q: 3 clusters Score -1814566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1814569.875000 Penalty: 911.753479
	Iteration 19Q: 3 clusters Score -1814570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1814587.000000 Penalty: 911.753479
	Iteration 20F: 3 clusters Score -1814587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1814585.125000 Penalty: 911.753479
	Iteration 21Q: 3 clusters Score -1814585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1814583.750000 Penalty: 911.753479
	Iteration 22Q: 3 clusters Score -1814584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1814584.250000 Penalty: 911.753479
	Iteration 23Q: 3 clusters Score -1814584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1814586.125000 Penalty: 911.753479
	Iteration 24Q: 3 clusters Score -1814586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1814588.500000 Penalty: 911.753479
	Iteration 25Q: 3 clusters Score -1814588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1814590.250000 Penalty: 911.753479
	Iteration 26Q: 3 clusters Score -1814590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1814590.000000 Penalty: 911.753479
	Iteration 27Q: 3 clusters Score -1814590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1814592.000000 Penalty: 911.753479
	Iteration 28Q: 3 clusters Score -1814592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1814590.750000 Penalty: 911.753479
	Iteration 29Q: 3 clusters Score -1814591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1814592.375000 Penalty: 911.753479
	Iteration 30Q: 3 clusters Score -1814592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1814588.875000 Penalty: 911.753479
	Iteration 31Q: 3 clusters Score -1814589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1814591.000000 Penalty: 911.753479
	Iteration 32Q: 3 clusters Score -1814591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1814595.000000 Penalty: 911.753479
	Iteration 33Q: 3 clusters Score -1814595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1814594.125000 Penalty: 911.753479
	Iteration 34Q: 3 clusters Score -1814594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1814593.625000 Penalty: 911.753479
	Iteration 35Q: 3 clusters Score -1814594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1814593.000000 Penalty: 911.753479
	Iteration 36Q: 3 clusters Score -1814593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1814594.000000 Penalty: 911.753479
	Iteration 37Q: 3 clusters Score -1814594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1814594.000000 Penalty: 911.753479
	Iteration 38F: 3 clusters Score -1814594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -568430.875000 Penalty: 402.410767
	Iteration 0F: 2 clusters Score -568430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -563755.500000 Penalty: 804.821533
	Iteration 0F: 3 clusters Score -563755.5 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -565435.937500 Penalty: 804.821533
	Iteration 1F: 3 clusters Score -565435.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -565547.187500 Penalty: 804.821533
	Iteration 2F: 3 clusters Score -565547.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -565676.375000 Penalty: 804.821533
	Iteration 3Q: 3 clusters Score -565676.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -565853.000000 Penalty: 804.821533
	Iteration 4Q: 3 clusters Score -565853 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -566109.500000 Penalty: 804.821533
	Iteration 5F: 3 clusters Score -566109.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -566476.250000 Penalty: 804.821533
	Iteration 6F: 3 clusters Score -566476.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -566989.062500 Penalty: 804.821533
	Iteration 7F: 3 clusters Score -566989.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -567490.437500 Penalty: 804.821533
	Iteration 8F: 3 clusters Score -567490.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -567793.500000 Penalty: 804.821533
	Iteration 9Q: 3 clusters Score -567793.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -567958.562500 Penalty: 804.821533
	Iteration 10Q: 3 clusters Score -567958.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -568034.562500 Penalty: 804.821533
	Iteration 11Q: 3 clusters Score -568034.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -568065.062500 Penalty: 804.821533
	Iteration 12Q: 3 clusters Score -568065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -568070.562500 Penalty: 804.821533
	Iteration 13Q: 3 clusters Score -568070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -568072.000000 Penalty: 804.821533
	Iteration 14Q: 3 clusters Score -568072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -568072.000000 Penalty: 804.821533
	Iteration 15F: 3 clusters Score -568072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -443960.062500 Penalty: 390.695740
	Iteration 0F: 2 clusters Score -443960.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -440371.156250 Penalty: 781.391479
	Iteration 0F: 3 clusters Score -440371.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -441701.750000 Penalty: 781.391479
	Iteration 1F: 3 clusters Score -441701.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -441853.343750 Penalty: 781.391479
	Iteration 2F: 3 clusters Score -441853.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -441999.843750 Penalty: 781.391479
	Iteration 3F: 3 clusters Score -441999.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -442121.187500 Penalty: 781.391479
	Iteration 4F: 3 clusters Score -442121.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442239.062500 Penalty: 781.391479
	Iteration 5F: 3 clusters Score -442239.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -442345.000000 Penalty: 781.391479
	Iteration 6Q: 3 clusters Score -442345 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -442456.625000 Penalty: 781.391479
	Iteration 7Q: 3 clusters Score -442456.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -442557.343750 Penalty: 781.391479
	Iteration 8Q: 3 clusters Score -442557.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -442663.812500 Penalty: 781.391479
	Iteration 9Q: 3 clusters Score -442663.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -442770.406250 Penalty: 781.391479
	Iteration 10Q: 3 clusters Score -442770.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -442879.593750 Penalty: 781.391479
	Iteration 11Q: 3 clusters Score -442879.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -442999.718750 Penalty: 781.391479
	Iteration 12Q: 3 clusters Score -442999.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -443111.593750 Penalty: 781.391479
	Iteration 13Q: 3 clusters Score -443111.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -443232.593750 Penalty: 781.391479
	Iteration 14Q: 3 clusters Score -443232.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -443341.625000 Penalty: 781.391479
	Iteration 15Q: 3 clusters Score -443341.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -443432.437500 Penalty: 781.391479
	Iteration 16Q: 3 clusters Score -443432.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -443491.312500 Penalty: 781.391479
	Iteration 17Q: 3 clusters Score -443491.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -443523.093750 Penalty: 781.391479
	Iteration 18Q: 3 clusters Score -443523.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -443542.843750 Penalty: 781.391479
	Iteration 19Q: 3 clusters Score -443542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -443556.906250 Penalty: 781.391479
	Iteration 20F: 3 clusters Score -443556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -443572.437500 Penalty: 781.391479
	Iteration 21Q: 3 clusters Score -443572.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -443590.218750 Penalty: 781.391479
	Iteration 22Q: 3 clusters Score -443590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -443601.718750 Penalty: 781.391479
	Iteration 23Q: 3 clusters Score -443601.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -443614.031250 Penalty: 781.391479
	Iteration 24Q: 3 clusters Score -443614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -443617.843750 Penalty: 781.391479
	Iteration 25Q: 3 clusters Score -443617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -443621.156250 Penalty: 781.391479
	Iteration 26Q: 3 clusters Score -443621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -443625.625000 Penalty: 781.391479
	Iteration 27Q: 3 clusters Score -443625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -443626.468750 Penalty: 781.391479
	Iteration 28Q: 3 clusters Score -443626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -443626.468750 Penalty: 781.391479
	Iteration 29F: 3 clusters Score -443626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (39078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Entering Unmasked Estep 
Score: -3154547.250000 Penalty: 481.085815
	Iteration 0F: 2 clusters Score -3154547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3134178.500000 Penalty: 962.171631
	Iteration 0F: 3 clusters Score -3134178 nChanged 18855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3147317.250000 Penalty: 962.171631
	Iteration 1F: 3 clusters Score -3147317 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3150321.250000 Penalty: 962.171631
	Iteration 2F: 3 clusters Score -3150321 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3154246.250000 Penalty: 962.171631
	Iteration 3F: 3 clusters Score -3154246 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3156655.000000 Penalty: 962.171631
	Iteration 4F: 3 clusters Score -3156655 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3157305.750000 Penalty: 962.171631
	Iteration 5Q: 3 clusters Score -3157306 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3157570.000000 Penalty: 962.171631
	Iteration 6Q: 3 clusters Score -3157570 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3157767.250000 Penalty: 962.171631
	Iteration 7Q: 3 clusters Score -3157767 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3157915.250000 Penalty: 962.171631
	Iteration 8Q: 3 clusters Score -3157915 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3158023.750000 Penalty: 962.171631
	Iteration 9Q: 3 clusters Score -3158024 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3158128.750000 Penalty: 962.171631
	Iteration 10Q: 3 clusters Score -3158129 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -3158188.500000 Penalty: 962.171631
	Iteration 11Q: 3 clusters Score -3158188 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3158243.500000 Penalty: 962.171631
	Iteration 12Q: 3 clusters Score -3158244 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3158307.000000 Penalty: 962.171631
	Iteration 13Q: 3 clusters Score -3158307 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3158387.500000 Penalty: 962.171631
	Iteration 14Q: 3 clusters Score -3158388 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3158454.000000 Penalty: 962.171631
	Iteration 15Q: 3 clusters Score -3158454 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3158521.750000 Penalty: 962.171631
	Iteration 16Q: 3 clusters Score -3158522 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3158590.000000 Penalty: 962.171631
	Iteration 17Q: 3 clusters Score -3158590 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3158630.750000 Penalty: 962.171631
	Iteration 18Q: 3 clusters Score -3158631 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3158710.250000 Penalty: 962.171631
	Iteration 19Q: 3 clusters Score -3158710 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3158759.000000 Penalty: 962.171631
	Iteration 20F: 3 clusters Score -3158759 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3158824.250000 Penalty: 962.171631
	Iteration 21Q: 3 clusters Score -3158824 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3158880.500000 Penalty: 962.171631
	Iteration 22Q: 3 clusters Score -3158880 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3158898.500000 Penalty: 962.171631
	Iteration 23Q: 3 clusters Score -3158898 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3158902.250000 Penalty: 962.171631
	Iteration 24Q: 3 clusters Score -3158902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3158909.750000 Penalty: 962.171631
	Iteration 25Q: 3 clusters Score -3158910 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3158917.750000 Penalty: 962.171631
	Iteration 26Q: 3 clusters Score -3158918 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3158917.000000 Penalty: 962.171631
	Iteration 27Q: 3 clusters Score -3158917 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3158925.250000 Penalty: 962.171631
	Iteration 28Q: 3 clusters Score -3158925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3158934.000000 Penalty: 962.171631
	Iteration 29Q: 3 clusters Score -3158934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3158928.250000 Penalty: 962.171631
	Iteration 30Q: 3 clusters Score -3158928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3158919.000000 Penalty: 962.171631
	Iteration 31Q: 3 clusters Score -3158919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3158914.000000 Penalty: 962.171631
	Iteration 32Q: 3 clusters Score -3158914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3158914.000000 Penalty: 962.171631
	Iteration 33Q: 3 clusters Score -3158914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3158912.500000 Penalty: 962.171631
	Iteration 34Q: 3 clusters Score -3158912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3158915.750000 Penalty: 962.171631
	Iteration 35Q: 3 clusters Score -3158916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3158906.000000 Penalty: 962.171631
	Iteration 36Q: 3 clusters Score -3158906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3158909.000000 Penalty: 962.171631
	Iteration 37Q: 3 clusters Score -3158909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3158913.000000 Penalty: 962.171631
	Iteration 38Q: 3 clusters Score -3158913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3158905.750000 Penalty: 962.171631
	Iteration 39Q: 3 clusters Score -3158906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3158904.750000 Penalty: 962.171631
	Iteration 40F: 3 clusters Score -3158905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3158906.000000 Penalty: 962.171631
	Iteration 41Q: 3 clusters Score -3158906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3158907.750000 Penalty: 962.171631
	Iteration 42Q: 3 clusters Score -3158908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3158914.500000 Penalty: 962.171631
	Iteration 43Q: 3 clusters Score -3158914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3158913.750000 Penalty: 962.171631
	Iteration 44Q: 3 clusters Score -3158914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3158908.500000 Penalty: 962.171631
	Iteration 45Q: 3 clusters Score -3158908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3158906.250000 Penalty: 962.171631
	Iteration 46Q: 3 clusters Score -3158906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3158913.750000 Penalty: 962.171631
	Iteration 47Q: 3 clusters Score -3158914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3158911.250000 Penalty: 962.171631
	Iteration 48Q: 3 clusters Score -3158911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3158916.750000 Penalty: 962.171631
	Iteration 49Q: 3 clusters Score -3158917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3158915.750000 Penalty: 962.171631
	Iteration 50Q: 3 clusters Score -3158916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3158916.000000 Penalty: 962.171631
	Iteration 51Q: 3 clusters Score -3158916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3158916.000000 Penalty: 962.171631
	Iteration 52F: 3 clusters Score -3158916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 47 contains 20595 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 18483 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
Score: -42175788.000000 Penalty: 46349.105469
Splitting cluster 75 changes total score from -42171480.000000 to -42175788.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 76 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4567.259277 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4567.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4377.339355 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4377.339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4421.571777 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4421.572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4435.275879 Penalty: 409.482697
	Iteration 2F: 3 clusters Score -4435.276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4436.922852 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -4436.923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4440.462402 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -4440.462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4445.149902 Penalty: 409.482697
	Iteration 5Q: 3 clusters Score -4445.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4446.357422 Penalty: 409.482697
	Iteration 6Q: 3 clusters Score -4446.357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4446.357422 Penalty: 409.482697
	Iteration 7F: 3 clusters Score -4446.357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (19818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Entering Unmasked Estep 
Score: -1617334.250000 Penalty: 450.192749
	Iteration 0F: 2 clusters Score -1617334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1604332.750000 Penalty: 900.385498
	Iteration 0F: 3 clusters Score -1604333 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1610170.125000 Penalty: 900.385498
	Iteration 1F: 3 clusters Score -1610170 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1611008.750000 Penalty: 900.385498
	Iteration 2F: 3 clusters Score -1611009 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1612316.000000 Penalty: 900.385498
	Iteration 3F: 3 clusters Score -1612316 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1613976.500000 Penalty: 900.385498
	Iteration 4F: 3 clusters Score -1613976 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1615094.625000 Penalty: 900.385498
	Iteration 5F: 3 clusters Score -1615095 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1615526.125000 Penalty: 900.385498
	Iteration 6Q: 3 clusters Score -1615526 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1615753.500000 Penalty: 900.385498
	Iteration 7Q: 3 clusters Score -1615754 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1615909.250000 Penalty: 900.385498
	Iteration 8Q: 3 clusters Score -1615909 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1616017.125000 Penalty: 900.385498
	Iteration 9Q: 3 clusters Score -1616017 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1616112.750000 Penalty: 900.385498
	Iteration 10Q: 3 clusters Score -1616113 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1616181.625000 Penalty: 900.385498
	Iteration 11Q: 3 clusters Score -1616182 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1616286.625000 Penalty: 900.385498
	Iteration 12Q: 3 clusters Score -1616287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1616395.000000 Penalty: 900.385498
	Iteration 13Q: 3 clusters Score -1616395 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1616474.500000 Penalty: 900.385498
	Iteration 14Q: 3 clusters Score -1616474 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1616512.125000 Penalty: 900.385498
	Iteration 15Q: 3 clusters Score -1616512 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1616544.750000 Penalty: 900.385498
	Iteration 16Q: 3 clusters Score -1616545 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1616578.875000 Penalty: 900.385498
	Iteration 17Q: 3 clusters Score -1616579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1616609.125000 Penalty: 900.385498
	Iteration 18Q: 3 clusters Score -1616609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1616598.250000 Penalty: 900.385498
	Iteration 19Q: 3 clusters Score -1616598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1616611.250000 Penalty: 900.385498
	Iteration 20F: 3 clusters Score -1616611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1616610.625000 Penalty: 900.385498
	Iteration 21Q: 3 clusters Score -1616611 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1616627.500000 Penalty: 900.385498
	Iteration 22Q: 3 clusters Score -1616628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1616634.125000 Penalty: 900.385498
	Iteration 23Q: 3 clusters Score -1616634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1616642.875000 Penalty: 900.385498
	Iteration 24Q: 3 clusters Score -1616643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1616654.500000 Penalty: 900.385498
	Iteration 25Q: 3 clusters Score -1616654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1616676.750000 Penalty: 900.385498
	Iteration 26Q: 3 clusters Score -1616677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1616698.000000 Penalty: 900.385498
	Iteration 27Q: 3 clusters Score -1616698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1616697.375000 Penalty: 900.385498
	Iteration 28Q: 3 clusters Score -1616697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1616700.375000 Penalty: 900.385498
	Iteration 29Q: 3 clusters Score -1616700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1616686.625000 Penalty: 900.385498
	Iteration 30Q: 3 clusters Score -1616687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1616686.125000 Penalty: 900.385498
	Iteration 31Q: 3 clusters Score -1616686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1616689.625000 Penalty: 900.385498
	Iteration 32Q: 3 clusters Score -1616690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1616696.250000 Penalty: 900.385498
	Iteration 33Q: 3 clusters Score -1616696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1616696.500000 Penalty: 900.385498
	Iteration 34Q: 3 clusters Score -1616696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1616696.125000 Penalty: 900.385498
	Iteration 35Q: 3 clusters Score -1616696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1616698.750000 Penalty: 900.385498
	Iteration 36Q: 3 clusters Score -1616699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1616692.625000 Penalty: 900.385498
	Iteration 37Q: 3 clusters Score -1616693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1616695.000000 Penalty: 900.385498
	Iteration 38Q: 3 clusters Score -1616695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1616698.875000 Penalty: 900.385498
	Iteration 39Q: 3 clusters Score -1616699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1616702.125000 Penalty: 900.385498
	Iteration 40F: 3 clusters Score -1616702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1616704.500000 Penalty: 900.385498
	Iteration 41Q: 3 clusters Score -1616704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1616708.875000 Penalty: 900.385498
	Iteration 42Q: 3 clusters Score -1616709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1616717.500000 Penalty: 900.385498
	Iteration 43Q: 3 clusters Score -1616718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1616718.000000 Penalty: 900.385498
	Iteration 44Q: 3 clusters Score -1616718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1616724.625000 Penalty: 900.385498
	Iteration 45Q: 3 clusters Score -1616725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1616733.750000 Penalty: 900.385498
	Iteration 46Q: 3 clusters Score -1616734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1616730.750000 Penalty: 900.385498
	Iteration 47Q: 3 clusters Score -1616731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1616732.750000 Penalty: 900.385498
	Iteration 48Q: 3 clusters Score -1616733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1616728.750000 Penalty: 900.385498
	Iteration 49Q: 3 clusters Score -1616729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1616732.000000 Penalty: 900.385498
	Iteration 50Q: 3 clusters Score -1616732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1616730.500000 Penalty: 900.385498
	Iteration 51Q: 3 clusters Score -1616730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1616731.250000 Penalty: 900.385498
	Iteration 52Q: 3 clusters Score -1616731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1616727.625000 Penalty: 900.385498
	Iteration 53Q: 3 clusters Score -1616728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1616729.500000 Penalty: 900.385498
	Iteration 54Q: 3 clusters Score -1616730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1616725.375000 Penalty: 900.385498
	Iteration 55Q: 3 clusters Score -1616725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1616725.000000 Penalty: 900.385498
	Iteration 56Q: 3 clusters Score -1616725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1616727.375000 Penalty: 900.385498
	Iteration 57Q: 3 clusters Score -1616727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1616727.375000 Penalty: 900.385498
	Iteration 58F: 3 clusters Score -1616727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6487 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12472 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6319 members 
Mstep: Class 28 contains 13008 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8650 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14777 members 
Mstep: Class 38 contains 12335 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3520 members 
Mstep: Class 43 contains 6978 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6536 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16034 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6538 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18000 members 
Mstep: Class 61 contains 31009 members 
Mstep: Class 62 contains 10846 members 
Mstep: Class 63 contains 17388 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18948 members 
Mstep: Class 66 contains 4338 members 
Mstep: Class 67 contains 17936 members 
Mstep: Class 68 contains 24597 members 
Mstep: Class 69 contains 23244 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40592 members 
Mstep: Class 72 contains 22455 members 
Mstep: Class 73 contains 6934 members 
Mstep: Class 74 contains 5360 members 
Mstep: Class 75 contains 18483 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176220.000000 Penalty: 46349.105469
Iteration 399Q: 78 clusters Score -4.217622e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6484 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47933 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17698 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6262 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 13055 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8651 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5065 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14774 members 
Mstep: Class 38 contains 12268 members 
Mstep: Class 39 contains 1304 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3442 members 
Mstep: Class 43 contains 6974 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6533 members 
Mstep: Class 47 contains 20444 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 16010 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6533 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17964 members 
Mstep: Class 61 contains 31094 members 
Mstep: Class 62 contains 10874 members 
Mstep: Class 63 contains 17374 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19120 members 
Mstep: Class 66 contains 4350 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24599 members 
Mstep: Class 69 contains 23251 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 40483 members 
Mstep: Class 72 contains 22454 members 
Mstep: Class 73 contains 6762 members 
Mstep: Class 74 contains 5304 members 
Mstep: Class 75 contains 18847 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176384.000000 Penalty: 46349.105469
Iteration 400F: 78 clusters Score -4.217638e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2986 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6482 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6374 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47932 members 
Mstep: Class 14 contains 12223 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17693 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6254 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 13088 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2832 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8652 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14764 members 
Mstep: Class 38 contains 12214 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3396 members 
Mstep: Class 43 contains 6962 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6518 members 
Mstep: Class 47 contains 21223 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15973 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17943 members 
Mstep: Class 61 contains 31204 members 
Mstep: Class 62 contains 10908 members 
Mstep: Class 63 contains 17342 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19290 members 
Mstep: Class 66 contains 4355 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24601 members 
Mstep: Class 69 contains 23250 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39751 members 
Mstep: Class 72 contains 22451 members 
Mstep: Class 73 contains 6587 members 
Mstep: Class 74 contains 5275 members 
Mstep: Class 75 contains 19025 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176284.000000 Penalty: 46349.105469
Iteration 401Q: 78 clusters Score -4.217628e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47935 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 13113 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2833 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 8666 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14760 members 
Mstep: Class 38 contains 12167 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3368 members 
Mstep: Class 43 contains 6948 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6487 members 
Mstep: Class 47 contains 21915 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15939 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17937 members 
Mstep: Class 61 contains 31308 members 
Mstep: Class 62 contains 10956 members 
Mstep: Class 63 contains 17291 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19440 members 
Mstep: Class 66 contains 4362 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24608 members 
Mstep: Class 69 contains 23254 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 39163 members 
Mstep: Class 72 contains 22450 members 
Mstep: Class 73 contains 6429 members 
Mstep: Class 74 contains 5248 members 
Mstep: Class 75 contains 19191 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176420.000000 Penalty: 46349.105469
Iteration 402Q: 78 clusters Score -4.217642e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6477 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 11997 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 13146 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2834 members 
Mstep: Class 32 contains 1037 members 
Mstep: Class 33 contains 8662 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5069 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14759 members 
Mstep: Class 38 contains 12118 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3334 members 
Mstep: Class 43 contains 6938 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6452 members 
Mstep: Class 47 contains 22447 members 
Mstep: Class 48 contains 2033 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1890 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15910 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17927 members 
Mstep: Class 61 contains 31405 members 
Mstep: Class 62 contains 10983 members 
Mstep: Class 63 contains 17241 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19584 members 
Mstep: Class 66 contains 4372 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24613 members 
Mstep: Class 69 contains 23251 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38705 members 
Mstep: Class 72 contains 22450 members 
Mstep: Class 73 contains 6276 members 
Mstep: Class 74 contains 5215 members 
Mstep: Class 75 contains 19344 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176592.000000 Penalty: 46349.105469
Iteration 403Q: 78 clusters Score -4.217659e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47940 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17699 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6317 members 
Mstep: Class 28 contains 13154 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2835 members 
Mstep: Class 32 contains 1036 members 
Mstep: Class 33 contains 8656 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5079 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14763 members 
Mstep: Class 38 contains 12055 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3320 members 
Mstep: Class 43 contains 6929 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6409 members 
Mstep: Class 47 contains 22928 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1889 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15918 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6539 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17929 members 
Mstep: Class 61 contains 31496 members 
Mstep: Class 62 contains 11043 members 
Mstep: Class 63 contains 17175 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19756 members 
Mstep: Class 66 contains 4371 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24628 members 
Mstep: Class 69 contains 23243 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 38309 members 
Mstep: Class 72 contains 22449 members 
Mstep: Class 73 contains 6108 members 
Mstep: Class 74 contains 5199 members 
Mstep: Class 75 contains 19475 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176756.000000 Penalty: 46349.105469
Iteration 404Q: 78 clusters Score -4.217676e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2991 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6468 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47941 members 
Mstep: Class 14 contains 11796 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13183 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2837 members 
Mstep: Class 32 contains 1035 members 
Mstep: Class 33 contains 8645 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5088 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14763 members 
Mstep: Class 38 contains 12007 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3320 members 
Mstep: Class 43 contains 6919 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6376 members 
Mstep: Class 47 contains 23457 members 
Mstep: Class 48 contains 2032 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1891 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15901 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6537 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17919 members 
Mstep: Class 61 contains 31576 members 
Mstep: Class 62 contains 11129 members 
Mstep: Class 63 contains 17101 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19893 members 
Mstep: Class 66 contains 4379 members 
Mstep: Class 67 contains 17937 members 
Mstep: Class 68 contains 24629 members 
Mstep: Class 69 contains 23246 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37983 members 
Mstep: Class 72 contains 22448 members 
Mstep: Class 73 contains 5968 members 
Mstep: Class 74 contains 5179 members 
Mstep: Class 75 contains 19474 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176824.000000 Penalty: 46349.105469
Iteration 405Q: 78 clusters Score -4.217682e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47939 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6219 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13217 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1033 members 
Mstep: Class 33 contains 8631 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 5091 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14769 members 
Mstep: Class 38 contains 11939 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3347 members 
Mstep: Class 43 contains 6914 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6368 members 
Mstep: Class 47 contains 23890 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1891 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15864 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6534 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17919 members 
Mstep: Class 61 contains 31649 members 
Mstep: Class 62 contains 11208 members 
Mstep: Class 63 contains 17028 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20033 members 
Mstep: Class 66 contains 4384 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24642 members 
Mstep: Class 69 contains 23258 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37661 members 
Mstep: Class 72 contains 22442 members 
Mstep: Class 73 contains 5837 members 
Mstep: Class 74 contains 5157 members 
Mstep: Class 75 contains 19500 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 19119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176784.000000 Penalty: 46349.105469
Iteration 406Q: 78 clusters Score -4.217678e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2988 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47943 members 
Mstep: Class 14 contains 11563 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17707 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13240 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1030 members 
Mstep: Class 33 contains 8608 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5103 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14763 members 
Mstep: Class 38 contains 11884 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3370 members 
Mstep: Class 43 contains 6912 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6359 members 
Mstep: Class 47 contains 24325 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1894 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15831 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6533 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17917 members 
Mstep: Class 61 contains 31726 members 
Mstep: Class 62 contains 11321 members 
Mstep: Class 63 contains 16952 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20165 members 
Mstep: Class 66 contains 4388 members 
Mstep: Class 67 contains 17939 members 
Mstep: Class 68 contains 24651 members 
Mstep: Class 69 contains 23259 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 37300 members 
Mstep: Class 72 contains 22441 members 
Mstep: Class 73 contains 5705 members 
Mstep: Class 74 contains 5146 members 
Mstep: Class 75 contains 19558 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176648.000000 Penalty: 46349.105469
Iteration 407Q: 78 clusters Score -4.217665e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47952 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13256 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 8596 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5113 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14755 members 
Mstep: Class 38 contains 11838 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3389 members 
Mstep: Class 43 contains 6918 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6326 members 
Mstep: Class 47 contains 24744 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15789 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6534 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17919 members 
Mstep: Class 61 contains 31819 members 
Mstep: Class 62 contains 11419 members 
Mstep: Class 63 contains 16892 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20283 members 
Mstep: Class 66 contains 4394 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24654 members 
Mstep: Class 69 contains 23251 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 36974 members 
Mstep: Class 72 contains 22442 members 
Mstep: Class 73 contains 5596 members 
Mstep: Class 74 contains 5134 members 
Mstep: Class 75 contains 19609 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176524.000000 Penalty: 46349.105469
Iteration 408Q: 78 clusters Score -4.217652e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 2996 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47954 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13255 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1021 members 
Mstep: Class 33 contains 8587 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5125 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14742 members 
Mstep: Class 38 contains 11789 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3408 members 
Mstep: Class 43 contains 6913 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6311 members 
Mstep: Class 47 contains 25172 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15745 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6534 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17931 members 
Mstep: Class 61 contains 31910 members 
Mstep: Class 62 contains 11520 members 
Mstep: Class 63 contains 16836 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20401 members 
Mstep: Class 66 contains 4410 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24659 members 
Mstep: Class 69 contains 23245 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 36660 members 
Mstep: Class 72 contains 22437 members 
Mstep: Class 73 contains 5477 members 
Mstep: Class 74 contains 5132 members 
Mstep: Class 75 contains 19616 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176492.000000 Penalty: 46349.105469
Iteration 409Q: 78 clusters Score -4.217649e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 11216 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13256 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1017 members 
Mstep: Class 33 contains 8579 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5133 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14731 members 
Mstep: Class 38 contains 11744 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3418 members 
Mstep: Class 43 contains 6910 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6310 members 
Mstep: Class 47 contains 25589 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15723 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17943 members 
Mstep: Class 61 contains 31975 members 
Mstep: Class 62 contains 11629 members 
Mstep: Class 63 contains 16779 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20483 members 
Mstep: Class 66 contains 4430 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24654 members 
Mstep: Class 69 contains 23241 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 36350 members 
Mstep: Class 72 contains 22434 members 
Mstep: Class 73 contains 5372 members 
Mstep: Class 74 contains 5131 members 
Mstep: Class 75 contains 19603 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176548.000000 Penalty: 46349.105469
Iteration 410Q: 78 clusters Score -4.217655e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3008 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47958 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6198 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13273 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1015 members 
Mstep: Class 33 contains 8554 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5143 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14720 members 
Mstep: Class 38 contains 11706 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3452 members 
Mstep: Class 43 contains 6904 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6308 members 
Mstep: Class 47 contains 25931 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1894 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15705 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6533 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17953 members 
Mstep: Class 61 contains 32010 members 
Mstep: Class 62 contains 11706 members 
Mstep: Class 63 contains 16722 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20549 members 
Mstep: Class 66 contains 4460 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24655 members 
Mstep: Class 69 contains 23240 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 36121 members 
Mstep: Class 72 contains 22430 members 
Mstep: Class 73 contains 5280 members 
Mstep: Class 74 contains 5125 members 
Mstep: Class 75 contains 19565 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176408.000000 Penalty: 46349.105469
Iteration 411Q: 78 clusters Score -4.217641e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47952 members 
Mstep: Class 14 contains 11064 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17707 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13271 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5149 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14713 members 
Mstep: Class 38 contains 11677 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 6898 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6312 members 
Mstep: Class 47 contains 26181 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15686 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17955 members 
Mstep: Class 61 contains 32045 members 
Mstep: Class 62 contains 11776 members 
Mstep: Class 63 contains 16661 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20583 members 
Mstep: Class 66 contains 4503 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24669 members 
Mstep: Class 69 contains 23247 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35948 members 
Mstep: Class 72 contains 22423 members 
Mstep: Class 73 contains 5215 members 
Mstep: Class 74 contains 5114 members 
Mstep: Class 75 contains 19498 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176428.000000 Penalty: 46349.105469
Iteration 412Q: 78 clusters Score -4.217643e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6461 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47954 members 
Mstep: Class 14 contains 10990 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17712 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13266 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8505 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5154 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14712 members 
Mstep: Class 38 contains 11649 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3505 members 
Mstep: Class 43 contains 6888 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6312 members 
Mstep: Class 47 contains 26371 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1891 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15684 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17959 members 
Mstep: Class 61 contains 32078 members 
Mstep: Class 62 contains 11861 members 
Mstep: Class 63 contains 16591 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20616 members 
Mstep: Class 66 contains 4537 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24667 members 
Mstep: Class 69 contains 23259 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35805 members 
Mstep: Class 72 contains 22420 members 
Mstep: Class 73 contains 5153 members 
Mstep: Class 74 contains 5103 members 
Mstep: Class 75 contains 19437 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176360.000000 Penalty: 46349.105469
Iteration 413Q: 78 clusters Score -4.217636e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6458 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 10917 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13283 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5177 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14698 members 
Mstep: Class 38 contains 11618 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3542 members 
Mstep: Class 43 contains 6883 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6314 members 
Mstep: Class 47 contains 26480 members 
Mstep: Class 48 contains 2030 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15670 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17957 members 
Mstep: Class 61 contains 32093 members 
Mstep: Class 62 contains 11928 members 
Mstep: Class 63 contains 16522 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20646 members 
Mstep: Class 66 contains 4558 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24666 members 
Mstep: Class 69 contains 23261 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35705 members 
Mstep: Class 72 contains 22420 members 
Mstep: Class 73 contains 5120 members 
Mstep: Class 74 contains 5089 members 
Mstep: Class 75 contains 19385 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176596.000000 Penalty: 46349.105469
Iteration 414Q: 78 clusters Score -4.21766e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6198 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13290 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8465 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14682 members 
Mstep: Class 38 contains 11579 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3561 members 
Mstep: Class 43 contains 6876 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6310 members 
Mstep: Class 47 contains 26541 members 
Mstep: Class 48 contains 2029 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15669 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6537 members 
Mstep: Class 57 contains 2292 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17964 members 
Mstep: Class 61 contains 32119 members 
Mstep: Class 62 contains 12022 members 
Mstep: Class 63 contains 16455 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20663 members 
Mstep: Class 66 contains 4585 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24664 members 
Mstep: Class 69 contains 23261 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35621 members 
Mstep: Class 72 contains 22418 members 
Mstep: Class 73 contains 5088 members 
Mstep: Class 74 contains 5070 members 
Mstep: Class 75 contains 19357 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176544.000000 Penalty: 46349.105469
Iteration 415Q: 78 clusters Score -4.217654e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47959 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13311 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8426 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14661 members 
Mstep: Class 38 contains 11533 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3574 members 
Mstep: Class 43 contains 6871 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6306 members 
Mstep: Class 47 contains 26597 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15663 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2293 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17959 members 
Mstep: Class 61 contains 32149 members 
Mstep: Class 62 contains 12097 members 
Mstep: Class 63 contains 16369 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20663 members 
Mstep: Class 66 contains 4624 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24672 members 
Mstep: Class 69 contains 23262 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35535 members 
Mstep: Class 72 contains 22416 members 
Mstep: Class 73 contains 5067 members 
Mstep: Class 74 contains 5052 members 
Mstep: Class 75 contains 19364 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176564.000000 Penalty: 46349.105469
Iteration 416Q: 78 clusters Score -4.217656e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47963 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17710 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13311 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8384 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14633 members 
Mstep: Class 38 contains 11485 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3568 members 
Mstep: Class 43 contains 6866 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6303 members 
Mstep: Class 47 contains 26666 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15659 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6534 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17970 members 
Mstep: Class 61 contains 32190 members 
Mstep: Class 62 contains 12168 members 
Mstep: Class 63 contains 16277 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20635 members 
Mstep: Class 66 contains 4654 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24671 members 
Mstep: Class 69 contains 23266 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35446 members 
Mstep: Class 72 contains 22414 members 
Mstep: Class 73 contains 5070 members 
Mstep: Class 74 contains 5028 members 
Mstep: Class 75 contains 19386 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176780.000000 Penalty: 46349.105469
Iteration 417Q: 78 clusters Score -4.217678e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47962 members 
Mstep: Class 14 contains 10779 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13305 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8338 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14611 members 
Mstep: Class 38 contains 11432 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3554 members 
Mstep: Class 43 contains 6865 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6308 members 
Mstep: Class 47 contains 26744 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15647 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6533 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17984 members 
Mstep: Class 61 contains 32237 members 
Mstep: Class 62 contains 12245 members 
Mstep: Class 63 contains 16177 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20624 members 
Mstep: Class 66 contains 4675 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24668 members 
Mstep: Class 69 contains 23272 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35338 members 
Mstep: Class 72 contains 22412 members 
Mstep: Class 73 contains 5068 members 
Mstep: Class 74 contains 5017 members 
Mstep: Class 75 contains 19418 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176856.000000 Penalty: 46349.105469
Iteration 418Q: 78 clusters Score -4.217686e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47965 members 
Mstep: Class 14 contains 10793 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17700 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6214 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13301 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8274 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14594 members 
Mstep: Class 38 contains 11379 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3530 members 
Mstep: Class 43 contains 6863 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6316 members 
Mstep: Class 47 contains 26832 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15628 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6530 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17995 members 
Mstep: Class 61 contains 32291 members 
Mstep: Class 62 contains 12302 members 
Mstep: Class 63 contains 16096 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20589 members 
Mstep: Class 66 contains 4712 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24669 members 
Mstep: Class 69 contains 23288 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35262 members 
Mstep: Class 72 contains 22405 members 
Mstep: Class 73 contains 5081 members 
Mstep: Class 74 contains 4999 members 
Mstep: Class 75 contains 19418 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176944.000000 Penalty: 46349.105469
Iteration 419Q: 78 clusters Score -4.217694e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47969 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13292 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2838 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8232 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5248 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14557 members 
Mstep: Class 38 contains 11333 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3500 members 
Mstep: Class 43 contains 6856 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6323 members 
Mstep: Class 47 contains 26882 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15630 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6532 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18005 members 
Mstep: Class 61 contains 32342 members 
Mstep: Class 62 contains 12348 members 
Mstep: Class 63 contains 15998 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20583 members 
Mstep: Class 66 contains 4727 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24672 members 
Mstep: Class 69 contains 23314 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35205 members 
Mstep: Class 72 contains 22390 members 
Mstep: Class 73 contains 5065 members 
Mstep: Class 74 contains 4973 members 
Mstep: Class 75 contains 19435 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176916.000000 Penalty: 46349.105469
Iteration 420F: 78 clusters Score -4.217692e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7910 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47974 members 
Mstep: Class 14 contains 10849 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13288 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8188 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14530 members 
Mstep: Class 38 contains 11295 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 6851 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6325 members 
Mstep: Class 47 contains 26902 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15635 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6537 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18009 members 
Mstep: Class 61 contains 32383 members 
Mstep: Class 62 contains 12384 members 
Mstep: Class 63 contains 15892 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20568 members 
Mstep: Class 66 contains 4747 members 
Mstep: Class 67 contains 17938 members 
Mstep: Class 68 contains 24672 members 
Mstep: Class 69 contains 23333 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35159 members 
Mstep: Class 72 contains 22365 members 
Mstep: Class 73 contains 5049 members 
Mstep: Class 74 contains 4958 members 
Mstep: Class 75 contains 19486 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176912.000000 Penalty: 46349.105469
Iteration 421Q: 78 clusters Score -4.217691e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 14 contains 10890 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17696 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6316 members 
Mstep: Class 28 contains 13289 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8143 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5260 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14509 members 
Mstep: Class 38 contains 11249 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3425 members 
Mstep: Class 43 contains 6847 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6325 members 
Mstep: Class 47 contains 26917 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15640 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6540 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18013 members 
Mstep: Class 61 contains 32424 members 
Mstep: Class 62 contains 12408 members 
Mstep: Class 63 contains 15802 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20566 members 
Mstep: Class 66 contains 4767 members 
Mstep: Class 67 contains 17940 members 
Mstep: Class 68 contains 24675 members 
Mstep: Class 69 contains 23352 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35144 members 
Mstep: Class 72 contains 22344 members 
Mstep: Class 73 contains 5027 members 
Mstep: Class 74 contains 4917 members 
Mstep: Class 75 contains 19531 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176792.000000 Penalty: 46349.105469
Iteration 422Q: 78 clusters Score -4.217679e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47979 members 
Mstep: Class 14 contains 10944 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17697 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 13266 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8086 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5258 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14498 members 
Mstep: Class 38 contains 11185 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3389 members 
Mstep: Class 43 contains 6847 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6338 members 
Mstep: Class 47 contains 26937 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15635 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6543 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18006 members 
Mstep: Class 61 contains 32517 members 
Mstep: Class 62 contains 12412 members 
Mstep: Class 63 contains 15707 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20554 members 
Mstep: Class 66 contains 4804 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24680 members 
Mstep: Class 69 contains 23379 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35149 members 
Mstep: Class 72 contains 22325 members 
Mstep: Class 73 contains 4989 members 
Mstep: Class 74 contains 4891 members 
Mstep: Class 75 contains 19562 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176828.000000 Penalty: 46349.105469
Iteration 423Q: 78 clusters Score -4.217683e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8272 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47977 members 
Mstep: Class 14 contains 10996 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17694 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 13227 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 8035 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5262 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14482 members 
Mstep: Class 38 contains 11105 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3344 members 
Mstep: Class 43 contains 6842 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6347 members 
Mstep: Class 47 contains 26938 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15643 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6549 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 18003 members 
Mstep: Class 61 contains 32625 members 
Mstep: Class 62 contains 12418 members 
Mstep: Class 63 contains 15598 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20545 members 
Mstep: Class 66 contains 4846 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24688 members 
Mstep: Class 69 contains 23398 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35169 members 
Mstep: Class 72 contains 22305 members 
Mstep: Class 73 contains 4951 members 
Mstep: Class 74 contains 4865 members 
Mstep: Class 75 contains 19596 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176720.000000 Penalty: 46349.105469
Iteration 424Q: 78 clusters Score -4.217672e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8404 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47987 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17695 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 13194 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 7984 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14463 members 
Mstep: Class 38 contains 11052 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3297 members 
Mstep: Class 43 contains 6842 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6347 members 
Mstep: Class 47 contains 26937 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15653 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6549 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17996 members 
Mstep: Class 61 contains 32700 members 
Mstep: Class 62 contains 12432 members 
Mstep: Class 63 contains 15482 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20541 members 
Mstep: Class 66 contains 4893 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24688 members 
Mstep: Class 69 contains 23421 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35192 members 
Mstep: Class 72 contains 22284 members 
Mstep: Class 73 contains 4914 members 
Mstep: Class 74 contains 4837 members 
Mstep: Class 75 contains 19643 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176616.000000 Penalty: 46349.105469
Iteration 425Q: 78 clusters Score -4.217662e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 47997 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17688 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6313 members 
Mstep: Class 28 contains 13166 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2839 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 7955 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5264 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14444 members 
Mstep: Class 38 contains 10994 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3256 members 
Mstep: Class 43 contains 6844 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6347 members 
Mstep: Class 47 contains 27005 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15673 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6546 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17978 members 
Mstep: Class 61 contains 32783 members 
Mstep: Class 62 contains 12430 members 
Mstep: Class 63 contains 15358 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20528 members 
Mstep: Class 66 contains 4953 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24698 members 
Mstep: Class 69 contains 23452 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35203 members 
Mstep: Class 72 contains 22250 members 
Mstep: Class 73 contains 4873 members 
Mstep: Class 74 contains 4815 members 
Mstep: Class 75 contains 19682 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176768.000000 Penalty: 46349.105469
Iteration 426Q: 78 clusters Score -4.217677e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8670 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48006 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17686 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6216 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6312 members 
Mstep: Class 28 contains 13160 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2840 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 7927 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14424 members 
Mstep: Class 38 contains 10918 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3226 members 
Mstep: Class 43 contains 6844 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6356 members 
Mstep: Class 47 contains 27075 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15684 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6543 members 
Mstep: Class 57 contains 2294 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17949 members 
Mstep: Class 61 contains 32868 members 
Mstep: Class 62 contains 12429 members 
Mstep: Class 63 contains 15247 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20525 members 
Mstep: Class 66 contains 5024 members 
Mstep: Class 67 contains 17941 members 
Mstep: Class 68 contains 24708 members 
Mstep: Class 69 contains 23484 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35217 members 
Mstep: Class 72 contains 22220 members 
Mstep: Class 73 contains 4816 members 
Mstep: Class 74 contains 4784 members 
Mstep: Class 75 contains 19701 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176700.000000 Penalty: 46349.105469
Iteration 427Q: 78 clusters Score -4.21767e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 8789 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48020 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17691 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6219 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 13142 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2840 members 
Mstep: Class 32 contains 1013 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5247 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14405 members 
Mstep: Class 38 contains 10833 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6836 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6367 members 
Mstep: Class 47 contains 27139 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15686 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6545 members 
Mstep: Class 57 contains 2295 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17935 members 
Mstep: Class 61 contains 32978 members 
Mstep: Class 62 contains 12427 members 
Mstep: Class 63 contains 15153 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20524 members 
Mstep: Class 66 contains 5082 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24721 members 
Mstep: Class 69 contains 23504 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35227 members 
Mstep: Class 72 contains 22196 members 
Mstep: Class 73 contains 4756 members 
Mstep: Class 74 contains 4742 members 
Mstep: Class 75 contains 19705 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176800.000000 Penalty: 46349.105469
Iteration 428Q: 78 clusters Score -4.21768e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8924 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48023 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17694 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6217 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 13116 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2840 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 7842 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14382 members 
Mstep: Class 38 contains 10756 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3184 members 
Mstep: Class 43 contains 6828 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6376 members 
Mstep: Class 47 contains 27203 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15712 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6550 members 
Mstep: Class 57 contains 2300 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17910 members 
Mstep: Class 61 contains 33090 members 
Mstep: Class 62 contains 12419 members 
Mstep: Class 63 contains 15048 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20516 members 
Mstep: Class 66 contains 5130 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24748 members 
Mstep: Class 69 contains 23526 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35253 members 
Mstep: Class 72 contains 22171 members 
Mstep: Class 73 contains 4695 members 
Mstep: Class 74 contains 4698 members 
Mstep: Class 75 contains 19714 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176648.000000 Penalty: 46349.105469
Iteration 429Q: 78 clusters Score -4.217665e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17698 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 13110 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2841 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 7790 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14366 members 
Mstep: Class 38 contains 10712 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3157 members 
Mstep: Class 43 contains 6823 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6386 members 
Mstep: Class 47 contains 27274 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15725 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6549 members 
Mstep: Class 57 contains 2301 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17878 members 
Mstep: Class 61 contains 33180 members 
Mstep: Class 62 contains 12417 members 
Mstep: Class 63 contains 14925 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20497 members 
Mstep: Class 66 contains 5180 members 
Mstep: Class 67 contains 17940 members 
Mstep: Class 68 contains 24766 members 
Mstep: Class 69 contains 23548 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35270 members 
Mstep: Class 72 contains 22157 members 
Mstep: Class 73 contains 4638 members 
Mstep: Class 74 contains 4663 members 
Mstep: Class 75 contains 19720 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176636.000000 Penalty: 46349.105469
Iteration 430Q: 78 clusters Score -4.217664e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 9203 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6223 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6309 members 
Mstep: Class 28 contains 13076 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 7737 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5222 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14345 members 
Mstep: Class 38 contains 10658 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3144 members 
Mstep: Class 43 contains 6807 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6379 members 
Mstep: Class 47 contains 27322 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15735 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6546 members 
Mstep: Class 57 contains 2307 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17865 members 
Mstep: Class 61 contains 33305 members 
Mstep: Class 62 contains 12412 members 
Mstep: Class 63 contains 14797 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20482 members 
Mstep: Class 66 contains 5231 members 
Mstep: Class 67 contains 17941 members 
Mstep: Class 68 contains 24782 members 
Mstep: Class 69 contains 23558 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35286 members 
Mstep: Class 72 contains 22141 members 
Mstep: Class 73 contains 4586 members 
Mstep: Class 74 contains 4634 members 
Mstep: Class 75 contains 19732 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176464.000000 Penalty: 46349.105469
Iteration 431Q: 78 clusters Score -4.217646e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17711 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6225 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6307 members 
Mstep: Class 28 contains 13033 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 7688 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5219 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14326 members 
Mstep: Class 38 contains 10578 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3132 members 
Mstep: Class 43 contains 6790 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6379 members 
Mstep: Class 47 contains 27380 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15743 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6531 members 
Mstep: Class 57 contains 2310 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17852 members 
Mstep: Class 61 contains 33455 members 
Mstep: Class 62 contains 12386 members 
Mstep: Class 63 contains 14671 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20469 members 
Mstep: Class 66 contains 5288 members 
Mstep: Class 67 contains 17941 members 
Mstep: Class 68 contains 24788 members 
Mstep: Class 69 contains 23570 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35303 members 
Mstep: Class 72 contains 22126 members 
Mstep: Class 73 contains 4546 members 
Mstep: Class 74 contains 4606 members 
Mstep: Class 75 contains 19736 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176308.000000 Penalty: 46349.105469
Iteration 432Q: 78 clusters Score -4.217631e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48045 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17707 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6226 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6306 members 
Mstep: Class 28 contains 13038 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 1012 members 
Mstep: Class 33 contains 7648 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5220 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14298 members 
Mstep: Class 38 contains 10518 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3129 members 
Mstep: Class 43 contains 6772 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6389 members 
Mstep: Class 47 contains 27448 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15755 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6521 members 
Mstep: Class 57 contains 2311 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17822 members 
Mstep: Class 61 contains 33556 members 
Mstep: Class 62 contains 12373 members 
Mstep: Class 63 contains 14516 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20449 members 
Mstep: Class 66 contains 5330 members 
Mstep: Class 67 contains 17941 members 
Mstep: Class 68 contains 24796 members 
Mstep: Class 69 contains 23579 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35319 members 
Mstep: Class 72 contains 22122 members 
Mstep: Class 73 contains 4516 members 
Mstep: Class 74 contains 4577 members 
Mstep: Class 75 contains 19687 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176412.000000 Penalty: 46349.105469
Iteration 433Q: 78 clusters Score -4.217641e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48049 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17701 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6305 members 
Mstep: Class 28 contains 13023 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 1011 members 
Mstep: Class 33 contains 7621 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5220 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14268 members 
Mstep: Class 38 contains 10480 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3149 members 
Mstep: Class 43 contains 6758 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6396 members 
Mstep: Class 47 contains 27477 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15756 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6518 members 
Mstep: Class 57 contains 2320 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17792 members 
Mstep: Class 61 contains 33652 members 
Mstep: Class 62 contains 12349 members 
Mstep: Class 63 contains 14356 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20439 members 
Mstep: Class 66 contains 5390 members 
Mstep: Class 67 contains 17940 members 
Mstep: Class 68 contains 24804 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35324 members 
Mstep: Class 72 contains 22114 members 
Mstep: Class 73 contains 4467 members 
Mstep: Class 74 contains 4550 members 
Mstep: Class 75 contains 19667 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176364.000000 Penalty: 46349.105469
Iteration 434Q: 78 clusters Score -4.217636e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6447 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48052 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6301 members 
Mstep: Class 28 contains 12986 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3067 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 1006 members 
Mstep: Class 33 contains 7597 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14229 members 
Mstep: Class 38 contains 10458 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3159 members 
Mstep: Class 43 contains 6745 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6398 members 
Mstep: Class 47 contains 27493 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15773 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6519 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17778 members 
Mstep: Class 61 contains 33747 members 
Mstep: Class 62 contains 12329 members 
Mstep: Class 63 contains 14208 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20410 members 
Mstep: Class 66 contains 5451 members 
Mstep: Class 67 contains 17940 members 
Mstep: Class 68 contains 24810 members 
Mstep: Class 69 contains 23586 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35336 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4408 members 
Mstep: Class 74 contains 4520 members 
Mstep: Class 75 contains 19645 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176208.000000 Penalty: 46349.105469
Iteration 435Q: 78 clusters Score -4.217621e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6448 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48047 members 
Mstep: Class 14 contains 11650 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6230 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6299 members 
Mstep: Class 28 contains 12966 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 1004 members 
Mstep: Class 33 contains 7564 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14187 members 
Mstep: Class 38 contains 10426 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3173 members 
Mstep: Class 43 contains 6730 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6397 members 
Mstep: Class 47 contains 27513 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15775 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6525 members 
Mstep: Class 57 contains 2320 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17758 members 
Mstep: Class 61 contains 33850 members 
Mstep: Class 62 contains 12285 members 
Mstep: Class 63 contains 14050 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20383 members 
Mstep: Class 66 contains 5523 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24813 members 
Mstep: Class 69 contains 23588 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35343 members 
Mstep: Class 72 contains 22103 members 
Mstep: Class 73 contains 4341 members 
Mstep: Class 74 contains 4491 members 
Mstep: Class 75 contains 19629 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176080.000000 Penalty: 46349.105469
Iteration 436Q: 78 clusters Score -4.217608e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 10175 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48045 members 
Mstep: Class 14 contains 11696 members 
Mstep: Class 15 contains 822 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17701 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 12957 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7527 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5236 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14158 members 
Mstep: Class 38 contains 10403 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3197 members 
Mstep: Class 43 contains 6717 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6394 members 
Mstep: Class 47 contains 27533 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1886 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15793 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6529 members 
Mstep: Class 57 contains 2320 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17744 members 
Mstep: Class 61 contains 33918 members 
Mstep: Class 62 contains 12243 members 
Mstep: Class 63 contains 13946 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20356 members 
Mstep: Class 66 contains 5586 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24808 members 
Mstep: Class 69 contains 23592 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35348 members 
Mstep: Class 72 contains 22102 members 
Mstep: Class 73 contains 4285 members 
Mstep: Class 74 contains 4454 members 
Mstep: Class 75 contains 19613 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176028.000000 Penalty: 46349.105469
Iteration 437Q: 78 clusters Score -4.217603e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 10325 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 11731 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17700 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6229 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 12927 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7503 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5237 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14119 members 
Mstep: Class 38 contains 10354 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3195 members 
Mstep: Class 43 contains 6701 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6392 members 
Mstep: Class 47 contains 27547 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1884 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15831 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6529 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17738 members 
Mstep: Class 61 contains 34010 members 
Mstep: Class 62 contains 12233 members 
Mstep: Class 63 contains 13822 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20341 members 
Mstep: Class 66 contains 5645 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23589 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35359 members 
Mstep: Class 72 contains 22104 members 
Mstep: Class 73 contains 4218 members 
Mstep: Class 74 contains 4431 members 
Mstep: Class 75 contains 19618 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175976.000000 Penalty: 46349.105469
Iteration 438Q: 78 clusters Score -4.217598e+07 nChanged 911
Entering ConstructFrom: 
Score: -42175976.000000 Penalty: 46349.105469
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -13448.138672 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -13448.14 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 227 members 
Entering Unmasked Estep 
Score: -13015.553711 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -13015.55 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13200.772461 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -13200.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13248.676758 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -13248.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13286.741211 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -13286.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -13319.437500 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -13319.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13347.257812 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -13347.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13364.689453 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -13364.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13385.096680 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -13385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13401.066406 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -13401.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13429.817383 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -13429.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13450.733398 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -13450.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13460.708008 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -13460.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13468.071289 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -13468.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13472.291992 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -13472.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13476.603516 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -13476.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13483.335938 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -13483.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13495.521484 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -13495.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13503.313477 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -13503.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13509.929688 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -13509.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13520.932617 Penalty: 555.332825
	Iteration 19Q: 3 clusters Score -13520.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -13528.135742 Penalty: 555.332825
	Iteration 20F: 3 clusters Score -13528.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13529.448242 Penalty: 555.332825
	Iteration 21Q: 3 clusters Score -13529.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13529.448242 Penalty: 555.332825
	Iteration 22F: 3 clusters Score -13529.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 12893 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14084 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6393 members 
Mstep: Class 47 contains 27574 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15852 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6528 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 34094 members 
Mstep: Class 62 contains 12209 members 
Mstep: Class 63 contains 13695 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20339 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4152 members 
Mstep: Class 74 contains 4407 members 
Mstep: Class 75 contains 19632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18407 members 
Mstep: Class 78 contains 221 members 
Entering Unmasked Estep 
Score: -42175656.000000 Penalty: 46951.042969
Splitting cluster 1 changes total score from -42175976.000000 to -42175656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 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 265 members 
Entering Unmasked Estep 
Score: -28723.240234 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28723.24 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28955.431641 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28955.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -29026.730469 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -29026.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29054.210938 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -29054.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29071.632812 Penalty: 572.364136
	Iteration 4Q: 3 clusters Score -29071.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -29091.480469 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29091.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29102.160156 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29102.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -29113.470703 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29113.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29114.900391 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29115.623047 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29115.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29116.117188 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29116.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29116.117188 Penalty: 572.364136
	Iteration 11F: 3 clusters Score -29116.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -6693.900879 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -6693.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6356.324707 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -6356.325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6577.063965 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -6577.064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6604.081055 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -6604.081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6614.649902 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -6614.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6615.522461 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -6615.522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6615.522461 Penalty: 532.811523
	Iteration 5F: 3 clusters Score -6615.522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -228026.140625 Penalty: 365.250183
	Iteration 0F: 2 clusters Score -228026.1 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 1522 members 
Entering Unmasked Estep 
Score: -225869.484375 Penalty: 730.500366
	Iteration 0F: 3 clusters Score -225869.5 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -226588.281250 Penalty: 730.500366
	Iteration 1F: 3 clusters Score -226588.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -226671.531250 Penalty: 730.500366
	Iteration 2F: 3 clusters Score -226671.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -226759.406250 Penalty: 730.500366
	Iteration 3F: 3 clusters Score -226759.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -226854.078125 Penalty: 730.500366
	Iteration 4F: 3 clusters Score -226854.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -226932.875000 Penalty: 730.500366
	Iteration 5F: 3 clusters Score -226932.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -226997.765625 Penalty: 730.500366
	Iteration 6Q: 3 clusters Score -226997.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -227050.968750 Penalty: 730.500366
	Iteration 7Q: 3 clusters Score -227051 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -227105.609375 Penalty: 730.500366
	Iteration 8Q: 3 clusters Score -227105.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -227145.968750 Penalty: 730.500366
	Iteration 9Q: 3 clusters Score -227146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -227179.078125 Penalty: 730.500366
	Iteration 10Q: 3 clusters Score -227179.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -227199.656250 Penalty: 730.500366
	Iteration 11Q: 3 clusters Score -227199.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -227216.890625 Penalty: 730.500366
	Iteration 12Q: 3 clusters Score -227216.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -227226.765625 Penalty: 730.500366
	Iteration 13Q: 3 clusters Score -227226.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227236.359375 Penalty: 730.500366
	Iteration 14Q: 3 clusters Score -227236.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -227246.734375 Penalty: 730.500366
	Iteration 15Q: 3 clusters Score -227246.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -227256.953125 Penalty: 730.500366
	Iteration 16Q: 3 clusters Score -227257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -227269.640625 Penalty: 730.500366
	Iteration 17Q: 3 clusters Score -227269.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -227274.937500 Penalty: 730.500366
	Iteration 18Q: 3 clusters Score -227274.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -227279.671875 Penalty: 730.500366
	Iteration 19Q: 3 clusters Score -227279.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -227285.796875 Penalty: 730.500366
	Iteration 20F: 3 clusters Score -227285.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -227291.421875 Penalty: 730.500366
	Iteration 21Q: 3 clusters Score -227291.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -227298.875000 Penalty: 730.500366
	Iteration 22Q: 3 clusters Score -227298.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -227305.968750 Penalty: 730.500366
	Iteration 23Q: 3 clusters Score -227306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -227310.984375 Penalty: 730.500366
	Iteration 24Q: 3 clusters Score -227311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -227314.593750 Penalty: 730.500366
	Iteration 25Q: 3 clusters Score -227314.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -227317.359375 Penalty: 730.500366
	Iteration 26Q: 3 clusters Score -227317.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -227320.546875 Penalty: 730.500366
	Iteration 27Q: 3 clusters Score -227320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -227321.406250 Penalty: 730.500366
	Iteration 28Q: 3 clusters Score -227321.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -227323.156250 Penalty: 730.500366
	Iteration 29Q: 3 clusters Score -227323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -227324.796875 Penalty: 730.500366
	Iteration 30Q: 3 clusters Score -227324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -227325.812500 Penalty: 730.500366
	Iteration 31Q: 3 clusters Score -227325.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -227327.359375 Penalty: 730.500366
	Iteration 32Q: 3 clusters Score -227327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -227328.453125 Penalty: 730.500366
	Iteration 33Q: 3 clusters Score -227328.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -227328.937500 Penalty: 730.500366
	Iteration 34Q: 3 clusters Score -227328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -227328.515625 Penalty: 730.500366
	Iteration 35Q: 3 clusters Score -227328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -227328.515625 Penalty: 730.500366
	Iteration 36F: 3 clusters Score -227328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Entering Unmasked Estep 
Score: -976454.625000 Penalty: 428.036102
	Iteration 0F: 2 clusters Score -976454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -968299.125000 Penalty: 856.072205
	Iteration 0F: 3 clusters Score -968299.1 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -971490.875000 Penalty: 856.072205
	Iteration 1F: 3 clusters Score -971490.9 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -971783.500000 Penalty: 856.072205
	Iteration 2F: 3 clusters Score -971783.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -972159.937500 Penalty: 856.072205
	Iteration 3F: 3 clusters Score -972159.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -972701.312500 Penalty: 856.072205
	Iteration 4F: 3 clusters Score -972701.3 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -973345.000000 Penalty: 856.072205
	Iteration 5F: 3 clusters Score -973345 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -973910.625000 Penalty: 856.072205
	Iteration 6F: 3 clusters Score -973910.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -974192.812500 Penalty: 856.072205
	Iteration 7Q: 3 clusters Score -974192.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -974313.250000 Penalty: 856.072205
	Iteration 8Q: 3 clusters Score -974313.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -974393.437500 Penalty: 856.072205
	Iteration 9Q: 3 clusters Score -974393.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -974469.625000 Penalty: 856.072205
	Iteration 10Q: 3 clusters Score -974469.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -974555.750000 Penalty: 856.072205
	Iteration 11Q: 3 clusters Score -974555.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -974642.062500 Penalty: 856.072205
	Iteration 12Q: 3 clusters Score -974642.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -974740.500000 Penalty: 856.072205
	Iteration 13Q: 3 clusters Score -974740.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -974821.250000 Penalty: 856.072205
	Iteration 14Q: 3 clusters Score -974821.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -974917.687500 Penalty: 856.072205
	Iteration 15Q: 3 clusters Score -974917.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -975008.250000 Penalty: 856.072205
	Iteration 16Q: 3 clusters Score -975008.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -975092.312500 Penalty: 856.072205
	Iteration 17Q: 3 clusters Score -975092.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -975180.312500 Penalty: 856.072205
	Iteration 18Q: 3 clusters Score -975180.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -975257.375000 Penalty: 856.072205
	Iteration 19Q: 3 clusters Score -975257.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -975330.750000 Penalty: 856.072205
	Iteration 20F: 3 clusters Score -975330.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -975415.812500 Penalty: 856.072205
	Iteration 21Q: 3 clusters Score -975415.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -975517.125000 Penalty: 856.072205
	Iteration 22Q: 3 clusters Score -975517.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -975612.812500 Penalty: 856.072205
	Iteration 23Q: 3 clusters Score -975612.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -975689.062500 Penalty: 856.072205
	Iteration 24Q: 3 clusters Score -975689.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -975764.937500 Penalty: 856.072205
	Iteration 25Q: 3 clusters Score -975764.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -975823.750000 Penalty: 856.072205
	Iteration 26Q: 3 clusters Score -975823.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -975869.687500 Penalty: 856.072205
	Iteration 27Q: 3 clusters Score -975869.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -975908.562500 Penalty: 856.072205
	Iteration 28Q: 3 clusters Score -975908.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -975937.125000 Penalty: 856.072205
	Iteration 29Q: 3 clusters Score -975937.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -975965.750000 Penalty: 856.072205
	Iteration 30Q: 3 clusters Score -975965.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -975984.250000 Penalty: 856.072205
	Iteration 31Q: 3 clusters Score -975984.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -976002.750000 Penalty: 856.072205
	Iteration 32Q: 3 clusters Score -976002.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -976018.437500 Penalty: 856.072205
	Iteration 33Q: 3 clusters Score -976018.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -976035.250000 Penalty: 856.072205
	Iteration 34Q: 3 clusters Score -976035.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -976048.687500 Penalty: 856.072205
	Iteration 35Q: 3 clusters Score -976048.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -976059.812500 Penalty: 856.072205
	Iteration 36Q: 3 clusters Score -976059.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -976067.437500 Penalty: 856.072205
	Iteration 37Q: 3 clusters Score -976067.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -976069.687500 Penalty: 856.072205
	Iteration 38Q: 3 clusters Score -976069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -976070.687500 Penalty: 856.072205
	Iteration 39Q: 3 clusters Score -976070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -976076.812500 Penalty: 856.072205
	Iteration 40F: 3 clusters Score -976076.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -976079.375000 Penalty: 856.072205
	Iteration 41Q: 3 clusters Score -976079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -976080.437500 Penalty: 856.072205
	Iteration 42Q: 3 clusters Score -976080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -976079.812500 Penalty: 856.072205
	Iteration 43Q: 3 clusters Score -976079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -976079.687500 Penalty: 856.072205
	Iteration 44Q: 3 clusters Score -976079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -976080.312500 Penalty: 856.072205
	Iteration 45Q: 3 clusters Score -976080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -976079.375000 Penalty: 856.072205
	Iteration 46Q: 3 clusters Score -976079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -976078.750000 Penalty: 856.072205
	Iteration 47Q: 3 clusters Score -976078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -976081.750000 Penalty: 856.072205
	Iteration 48Q: 3 clusters Score -976081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -976082.875000 Penalty: 856.072205
	Iteration 49Q: 3 clusters Score -976082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -976083.000000 Penalty: 856.072205
	Iteration 50Q: 3 clusters Score -976083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -976084.187500 Penalty: 856.072205
	Iteration 51Q: 3 clusters Score -976084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -976086.250000 Penalty: 856.072205
	Iteration 52Q: 3 clusters Score -976086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -976088.000000 Penalty: 856.072205
	Iteration 53Q: 3 clusters Score -976088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -976087.062500 Penalty: 856.072205
	Iteration 54Q: 3 clusters Score -976087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -976089.250000 Penalty: 856.072205
	Iteration 55Q: 3 clusters Score -976089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -976089.562500 Penalty: 856.072205
	Iteration 56Q: 3 clusters Score -976089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -976089.625000 Penalty: 856.072205
	Iteration 57Q: 3 clusters Score -976089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -976091.250000 Penalty: 856.072205
	Iteration 58Q: 3 clusters Score -976091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -976090.625000 Penalty: 856.072205
	Iteration 59Q: 3 clusters Score -976090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -976091.437500 Penalty: 856.072205
	Iteration 60F: 3 clusters Score -976091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -976092.062500 Penalty: 856.072205
	Iteration 61Q: 3 clusters Score -976092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -976091.937500 Penalty: 856.072205
	Iteration 62Q: 3 clusters Score -976091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -976091.812500 Penalty: 856.072205
	Iteration 63Q: 3 clusters Score -976091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -976091.750000 Penalty: 856.072205
	Iteration 64Q: 3 clusters Score -976091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -976091.812500 Penalty: 856.072205
	Iteration 65Q: 3 clusters Score -976091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -976092.312500 Penalty: 856.072205
	Iteration 66Q: 3 clusters Score -976092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -976091.937500 Penalty: 856.072205
	Iteration 67Q: 3 clusters Score -976091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -976091.375000 Penalty: 856.072205
	Iteration 68Q: 3 clusters Score -976091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -976091.062500 Penalty: 856.072205
	Iteration 69Q: 3 clusters Score -976091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -976091.875000 Penalty: 856.072205
	Iteration 70Q: 3 clusters Score -976091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -976093.187500 Penalty: 856.072205
	Iteration 71Q: 3 clusters Score -976093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -976092.875000 Penalty: 856.072205
	Iteration 72Q: 3 clusters Score -976092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -976092.812500 Penalty: 856.072205
	Iteration 73Q: 3 clusters Score -976092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -976092.812500 Penalty: 856.072205
	Iteration 74F: 3 clusters Score -976092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13154.185547 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13154.19 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 157 members 
Entering Unmasked Estep 
Score: -12784.269531 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12784.27 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12946.292969 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12946.29 nChanged 33
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: -12993.792969 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -12993.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13012.011719 Penalty: 522.904541
	Iteration 3Q: 3 clusters Score -13012.01 nChanged 7
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: -13023.080078 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13023.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13037.550781 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13037.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13050.140625 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13050.14 nChanged 4
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: -13059.770508 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13059.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13067.000000 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13074.372070 Penalty: 522.904541
	Iteration 9Q: 3 clusters Score -13074.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13079.116211 Penalty: 522.904541
	Iteration 10Q: 3 clusters Score -13079.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13085.026367 Penalty: 522.904541
	Iteration 11Q: 3 clusters Score -13085.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13088.356445 Penalty: 522.904541
	Iteration 12Q: 3 clusters Score -13088.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13089.309570 Penalty: 522.904541
	Iteration 13Q: 3 clusters Score -13089.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13089.767578 Penalty: 522.904541
	Iteration 14Q: 3 clusters Score -13089.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13090.391602 Penalty: 522.904541
	Iteration 15Q: 3 clusters Score -13090.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13090.979492 Penalty: 522.904541
	Iteration 16Q: 3 clusters Score -13090.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13090.979492 Penalty: 522.904541
	Iteration 17F: 3 clusters Score -13090.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -502625.031250 Penalty: 399.047913
	Iteration 0F: 2 clusters Score -502625 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 3255 members 
Entering Unmasked Estep 
Score: -498326.468750 Penalty: 798.095825
	Iteration 0F: 3 clusters Score -498326.5 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -499924.250000 Penalty: 798.095825
	Iteration 1F: 3 clusters Score -499924.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -500096.343750 Penalty: 798.095825
	Iteration 2F: 3 clusters Score -500096.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -500297.937500 Penalty: 798.095825
	Iteration 3F: 3 clusters Score -500297.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -500565.312500 Penalty: 798.095825
	Iteration 4F: 3 clusters Score -500565.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -500922.531250 Penalty: 798.095825
	Iteration 5F: 3 clusters Score -500922.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -501301.562500 Penalty: 798.095825
	Iteration 6F: 3 clusters Score -501301.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -501602.156250 Penalty: 798.095825
	Iteration 7Q: 3 clusters Score -501602.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -501767.093750 Penalty: 798.095825
	Iteration 8Q: 3 clusters Score -501767.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -501863.750000 Penalty: 798.095825
	Iteration 9Q: 3 clusters Score -501863.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -501923.750000 Penalty: 798.095825
	Iteration 10Q: 3 clusters Score -501923.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -501983.125000 Penalty: 798.095825
	Iteration 11Q: 3 clusters Score -501983.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -502053.531250 Penalty: 798.095825
	Iteration 12Q: 3 clusters Score -502053.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -502119.312500 Penalty: 798.095825
	Iteration 13Q: 3 clusters Score -502119.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -502163.500000 Penalty: 798.095825
	Iteration 14Q: 3 clusters Score -502163.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -502199.531250 Penalty: 798.095825
	Iteration 15Q: 3 clusters Score -502199.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -502226.781250 Penalty: 798.095825
	Iteration 16Q: 3 clusters Score -502226.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -502245.968750 Penalty: 798.095825
	Iteration 17Q: 3 clusters Score -502246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -502271.218750 Penalty: 798.095825
	Iteration 18Q: 3 clusters Score -502271.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -502287.937500 Penalty: 798.095825
	Iteration 19Q: 3 clusters Score -502287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -502296.406250 Penalty: 798.095825
	Iteration 20F: 3 clusters Score -502296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -502304.406250 Penalty: 798.095825
	Iteration 21Q: 3 clusters Score -502304.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -502310.156250 Penalty: 798.095825
	Iteration 22Q: 3 clusters Score -502310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -502312.937500 Penalty: 798.095825
	Iteration 23Q: 3 clusters Score -502312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -502314.406250 Penalty: 798.095825
	Iteration 24Q: 3 clusters Score -502314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -502316.781250 Penalty: 798.095825
	Iteration 25Q: 3 clusters Score -502316.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -502317.906250 Penalty: 798.095825
	Iteration 26Q: 3 clusters Score -502317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -502319.906250 Penalty: 798.095825
	Iteration 27Q: 3 clusters Score -502319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -502320.281250 Penalty: 798.095825
	Iteration 28Q: 3 clusters Score -502320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -502320.750000 Penalty: 798.095825
	Iteration 29Q: 3 clusters Score -502320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -502320.750000 Penalty: 798.095825
	Iteration 30F: 3 clusters Score -502320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24625.822266 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24625.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24215.097656 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24215.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24357.732422 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24357.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24396.732422 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24396.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24409.748047 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24409.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24415.927734 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24415.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24416.802734 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24418.166016 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24418.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24418.423828 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24418.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24418.423828 Penalty: 542.919373
	Iteration 8F: 3 clusters Score -24418.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -247056.468750 Penalty: 368.956024
	Iteration 0F: 2 clusters Score -247056.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -244730.937500 Penalty: 737.912048
	Iteration 0F: 3 clusters Score -244730.9 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -245546.265625 Penalty: 737.912048
	Iteration 1F: 3 clusters Score -245546.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -245643.578125 Penalty: 737.912048
	Iteration 2F: 3 clusters Score -245643.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -245714.687500 Penalty: 737.912048
	Iteration 3Q: 3 clusters Score -245714.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -245779.796875 Penalty: 737.912048
	Iteration 4Q: 3 clusters Score -245779.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -245862.328125 Penalty: 737.912048
	Iteration 5Q: 3 clusters Score -245862.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -245960.750000 Penalty: 737.912048
	Iteration 6Q: 3 clusters Score -245960.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -246067.484375 Penalty: 737.912048
	Iteration 7Q: 3 clusters Score -246067.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -246157.406250 Penalty: 737.912048
	Iteration 8Q: 3 clusters Score -246157.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -246252.875000 Penalty: 737.912048
	Iteration 9Q: 3 clusters Score -246252.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -246346.234375 Penalty: 737.912048
	Iteration 10Q: 3 clusters Score -246346.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -246427.734375 Penalty: 737.912048
	Iteration 11Q: 3 clusters Score -246427.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -246489.640625 Penalty: 737.912048
	Iteration 12Q: 3 clusters Score -246489.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -246559.000000 Penalty: 737.912048
	Iteration 13Q: 3 clusters Score -246559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -246600.187500 Penalty: 737.912048
	Iteration 14Q: 3 clusters Score -246600.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -246626.171875 Penalty: 737.912048
	Iteration 15Q: 3 clusters Score -246626.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -246652.437500 Penalty: 737.912048
	Iteration 16Q: 3 clusters Score -246652.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -246674.015625 Penalty: 737.912048
	Iteration 17Q: 3 clusters Score -246674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -246698.156250 Penalty: 737.912048
	Iteration 18Q: 3 clusters Score -246698.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -246716.859375 Penalty: 737.912048
	Iteration 19Q: 3 clusters Score -246716.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -246737.265625 Penalty: 737.912048
	Iteration 20F: 3 clusters Score -246737.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -246753.156250 Penalty: 737.912048
	Iteration 21Q: 3 clusters Score -246753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -246761.640625 Penalty: 737.912048
	Iteration 22Q: 3 clusters Score -246761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -246763.718750 Penalty: 737.912048
	Iteration 23Q: 3 clusters Score -246763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -246767.593750 Penalty: 737.912048
	Iteration 24Q: 3 clusters Score -246767.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -246772.250000 Penalty: 737.912048
	Iteration 25Q: 3 clusters Score -246772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -246775.515625 Penalty: 737.912048
	Iteration 26Q: 3 clusters Score -246775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -246776.500000 Penalty: 737.912048
	Iteration 27Q: 3 clusters Score -246776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -246776.500000 Penalty: 737.912048
	Iteration 28F: 3 clusters Score -246776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -164509.875000 Penalty: 351.301178
	Iteration 0F: 2 clusters Score -164509.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -162872.140625 Penalty: 702.602356
	Iteration 0F: 3 clusters Score -162872.1 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -163374.437500 Penalty: 702.602356
	Iteration 1F: 3 clusters Score -163374.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163454.078125 Penalty: 702.602356
	Iteration 2F: 3 clusters Score -163454.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -163538.781250 Penalty: 702.602356
	Iteration 3F: 3 clusters Score -163538.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -163641.421875 Penalty: 702.602356
	Iteration 4F: 3 clusters Score -163641.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -163748.859375 Penalty: 702.602356
	Iteration 5F: 3 clusters Score -163748.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163840.265625 Penalty: 702.602356
	Iteration 6F: 3 clusters Score -163840.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -163903.234375 Penalty: 702.602356
	Iteration 7Q: 3 clusters Score -163903.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163959.812500 Penalty: 702.602356
	Iteration 8Q: 3 clusters Score -163959.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -164005.562500 Penalty: 702.602356
	Iteration 9Q: 3 clusters Score -164005.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -164044.890625 Penalty: 702.602356
	Iteration 10Q: 3 clusters Score -164044.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -164071.390625 Penalty: 702.602356
	Iteration 11Q: 3 clusters Score -164071.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -164110.203125 Penalty: 702.602356
	Iteration 12Q: 3 clusters Score -164110.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -164133.296875 Penalty: 702.602356
	Iteration 13Q: 3 clusters Score -164133.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -164154.843750 Penalty: 702.602356
	Iteration 14Q: 3 clusters Score -164154.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -164170.390625 Penalty: 702.602356
	Iteration 15Q: 3 clusters Score -164170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -164183.687500 Penalty: 702.602356
	Iteration 16Q: 3 clusters Score -164183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -164197.921875 Penalty: 702.602356
	Iteration 17Q: 3 clusters Score -164197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -164204.625000 Penalty: 702.602356
	Iteration 18Q: 3 clusters Score -164204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -164208.218750 Penalty: 702.602356
	Iteration 19Q: 3 clusters Score -164208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -164209.046875 Penalty: 702.602356
	Iteration 20F: 3 clusters Score -164209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -849571.500000 Penalty: 421.234070
	Iteration 0F: 2 clusters Score -849571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -842537.625000 Penalty: 842.468140
	Iteration 0F: 3 clusters Score -842537.6 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -845416.500000 Penalty: 842.468140
	Iteration 1F: 3 clusters Score -845416.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -845622.312500 Penalty: 842.468140
	Iteration 2F: 3 clusters Score -845622.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -845871.750000 Penalty: 842.468140
	Iteration 3F: 3 clusters Score -845871.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -846177.500000 Penalty: 842.468140
	Iteration 4F: 3 clusters Score -846177.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -846625.562500 Penalty: 842.468140
	Iteration 5F: 3 clusters Score -846625.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -847209.937500 Penalty: 842.468140
	Iteration 6F: 3 clusters Score -847209.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -847847.375000 Penalty: 842.468140
	Iteration 7F: 3 clusters Score -847847.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -848365.687500 Penalty: 842.468140
	Iteration 8F: 3 clusters Score -848365.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -848718.937500 Penalty: 842.468140
	Iteration 9Q: 3 clusters Score -848718.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -848989.812500 Penalty: 842.468140
	Iteration 10Q: 3 clusters Score -848989.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -849173.500000 Penalty: 842.468140
	Iteration 11Q: 3 clusters Score -849173.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -849318.500000 Penalty: 842.468140
	Iteration 12Q: 3 clusters Score -849318.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -849419.375000 Penalty: 842.468140
	Iteration 13Q: 3 clusters Score -849419.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -849498.312500 Penalty: 842.468140
	Iteration 14Q: 3 clusters Score -849498.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -849553.812500 Penalty: 842.468140
	Iteration 15Q: 3 clusters Score -849553.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -849584.875000 Penalty: 842.468140
	Iteration 16Q: 3 clusters Score -849584.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -849601.750000 Penalty: 842.468140
	Iteration 17Q: 3 clusters Score -849601.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -849610.875000 Penalty: 842.468140
	Iteration 18Q: 3 clusters Score -849610.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -849612.500000 Penalty: 842.468140
	Iteration 19Q: 3 clusters Score -849612.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -849618.937500 Penalty: 842.468140
	Iteration 20F: 3 clusters Score -849618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -849618.937500 Penalty: 842.468140
	Iteration 21Q: 3 clusters Score -849618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -849618.312500 Penalty: 842.468140
	Iteration 22Q: 3 clusters Score -849618.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -849618.312500 Penalty: 842.468140
	Iteration 23Q: 3 clusters Score -849618.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -849620.375000 Penalty: 842.468140
	Iteration 24Q: 3 clusters Score -849620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -849622.750000 Penalty: 842.468140
	Iteration 25Q: 3 clusters Score -849622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -849621.625000 Penalty: 842.468140
	Iteration 26Q: 3 clusters Score -849621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -849621.687500 Penalty: 842.468140
	Iteration 27Q: 3 clusters Score -849621.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -849620.375000 Penalty: 842.468140
	Iteration 28Q: 3 clusters Score -849620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -849620.625000 Penalty: 842.468140
	Iteration 29Q: 3 clusters Score -849620.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -849619.875000 Penalty: 842.468140
	Iteration 30Q: 3 clusters Score -849619.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -849621.750000 Penalty: 842.468140
	Iteration 31Q: 3 clusters Score -849621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -849618.750000 Penalty: 842.468140
	Iteration 32Q: 3 clusters Score -849618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -849621.187500 Penalty: 842.468140
	Iteration 33Q: 3 clusters Score -849621.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -849619.812500 Penalty: 842.468140
	Iteration 34Q: 3 clusters Score -849619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -849619.437500 Penalty: 842.468140
	Iteration 35Q: 3 clusters Score -849619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -849620.562500 Penalty: 842.468140
	Iteration 36Q: 3 clusters Score -849620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -849619.937500 Penalty: 842.468140
	Iteration 37Q: 3 clusters Score -849619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -849619.750000 Penalty: 842.468140
	Iteration 38Q: 3 clusters Score -849619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -849619.750000 Penalty: 842.468140
	Iteration 39F: 3 clusters Score -849619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 12893 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14084 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6393 members 
Mstep: Class 47 contains 27574 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15852 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6528 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 34094 members 
Mstep: Class 62 contains 12209 members 
Mstep: Class 63 contains 13695 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20339 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4152 members 
Mstep: Class 74 contains 4407 members 
Mstep: Class 75 contains 19632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18407 members 
Mstep: Class 78 contains 2343 members 
Entering Unmasked Estep 
Score: -42175540.000000 Penalty: 46951.042969
Splitting cluster 11 changes total score from -42175976.000000 to -42175540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 127 members 
Entering Unmasked Estep 
Score: -16253.650391 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16253.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16359.337891 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16359.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16395.652344 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16395.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16420.228516 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16420.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16434.449219 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16434.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16439.033203 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16439.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16442.205078 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16442.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16442.205078 Penalty: 500.985168
	Iteration 7F: 3 clusters Score -16442.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Entering Unmasked Estep 
Score: -3666302.750000 Penalty: 490.480408
	Iteration 0F: 2 clusters Score -3666303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3635871.000000 Penalty: 980.960815
	Iteration 0F: 3 clusters Score -3635871 nChanged 23096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3649184.750000 Penalty: 980.960815
	Iteration 1F: 3 clusters Score -3649185 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3649707.250000 Penalty: 980.960815
	Iteration 2Q: 3 clusters Score -3649707 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3650424.000000 Penalty: 980.960815
	Iteration 3Q: 3 clusters Score -3650424 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3651276.500000 Penalty: 980.960815
	Iteration 4F: 3 clusters Score -3651276 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3652393.000000 Penalty: 980.960815
	Iteration 5F: 3 clusters Score -3652393 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3653735.750000 Penalty: 980.960815
	Iteration 6F: 3 clusters Score -3653736 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3655476.750000 Penalty: 980.960815
	Iteration 7F: 3 clusters Score -3655477 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3657408.500000 Penalty: 980.960815
	Iteration 8F: 3 clusters Score -3657408 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3659046.750000 Penalty: 980.960815
	Iteration 9Q: 3 clusters Score -3659047 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3659732.000000 Penalty: 980.960815
	Iteration 10Q: 3 clusters Score -3659732 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3659941.500000 Penalty: 980.960815
	Iteration 11Q: 3 clusters Score -3659942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3660024.000000 Penalty: 980.960815
	Iteration 12Q: 3 clusters Score -3660024 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3660063.250000 Penalty: 980.960815
	Iteration 13Q: 3 clusters Score -3660063 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3660107.750000 Penalty: 980.960815
	Iteration 14Q: 3 clusters Score -3660108 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3660164.750000 Penalty: 980.960815
	Iteration 15Q: 3 clusters Score -3660165 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3660223.500000 Penalty: 980.960815
	Iteration 16Q: 3 clusters Score -3660224 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3660289.000000 Penalty: 980.960815
	Iteration 17Q: 3 clusters Score -3660289 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3660305.500000 Penalty: 980.960815
	Iteration 18Q: 3 clusters Score -3660306 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -3660358.750000 Penalty: 980.960815
	Iteration 19Q: 3 clusters Score -3660359 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3660399.750000 Penalty: 980.960815
	Iteration 20F: 3 clusters Score -3660400 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3660489.250000 Penalty: 980.960815
	Iteration 21Q: 3 clusters Score -3660489 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3660552.500000 Penalty: 980.960815
	Iteration 22Q: 3 clusters Score -3660552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3660629.250000 Penalty: 980.960815
	Iteration 23Q: 3 clusters Score -3660629 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3660694.500000 Penalty: 980.960815
	Iteration 24Q: 3 clusters Score -3660694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3660751.000000 Penalty: 980.960815
	Iteration 25Q: 3 clusters Score -3660751 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3660833.000000 Penalty: 980.960815
	Iteration 26Q: 3 clusters Score -3660833 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3660918.750000 Penalty: 980.960815
	Iteration 27Q: 3 clusters Score -3660919 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3660991.500000 Penalty: 980.960815
	Iteration 28Q: 3 clusters Score -3660992 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3661052.000000 Penalty: 980.960815
	Iteration 29Q: 3 clusters Score -3661052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -3661105.750000 Penalty: 980.960815
	Iteration 30Q: 3 clusters Score -3661106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3661198.000000 Penalty: 980.960815
	Iteration 31Q: 3 clusters Score -3661198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3661261.250000 Penalty: 980.960815
	Iteration 32Q: 3 clusters Score -3661261 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3661328.750000 Penalty: 980.960815
	Iteration 33Q: 3 clusters Score -3661329 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3661387.500000 Penalty: 980.960815
	Iteration 34Q: 3 clusters Score -3661388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3661464.000000 Penalty: 980.960815
	Iteration 35Q: 3 clusters Score -3661464 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -3661654.250000 Penalty: 980.960815
	Iteration 36Q: 3 clusters Score -3661654 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3661791.250000 Penalty: 980.960815
	Iteration 37Q: 3 clusters Score -3661791 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3662016.500000 Penalty: 980.960815
	Iteration 38Q: 3 clusters Score -3662016 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3662250.250000 Penalty: 980.960815
	Iteration 39Q: 3 clusters Score -3662250 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3662606.250000 Penalty: 980.960815
	Iteration 40F: 3 clusters Score -3662606 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3662866.250000 Penalty: 980.960815
	Iteration 41Q: 3 clusters Score -3662866 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3663183.750000 Penalty: 980.960815
	Iteration 42Q: 3 clusters Score -3663184 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3663507.000000 Penalty: 980.960815
	Iteration 43Q: 3 clusters Score -3663507 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3663862.000000 Penalty: 980.960815
	Iteration 44Q: 3 clusters Score -3663862 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3664110.750000 Penalty: 980.960815
	Iteration 45Q: 3 clusters Score -3664111 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3664451.000000 Penalty: 980.960815
	Iteration 46Q: 3 clusters Score -3664451 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3664819.500000 Penalty: 980.960815
	Iteration 47Q: 3 clusters Score -3664820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3665114.000000 Penalty: 980.960815
	Iteration 48Q: 3 clusters Score -3665114 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3665299.750000 Penalty: 980.960815
	Iteration 49Q: 3 clusters Score -3665300 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3665470.250000 Penalty: 980.960815
	Iteration 50Q: 3 clusters Score -3665470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3665601.000000 Penalty: 980.960815
	Iteration 51Q: 3 clusters Score -3665601 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3665674.250000 Penalty: 980.960815
	Iteration 52Q: 3 clusters Score -3665674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3665720.500000 Penalty: 980.960815
	Iteration 53Q: 3 clusters Score -3665720 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3665750.750000 Penalty: 980.960815
	Iteration 54Q: 3 clusters Score -3665751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3665789.250000 Penalty: 980.960815
	Iteration 55Q: 3 clusters Score -3665789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3665813.250000 Penalty: 980.960815
	Iteration 56Q: 3 clusters Score -3665813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3665827.500000 Penalty: 980.960815
	Iteration 57Q: 3 clusters Score -3665828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3665841.500000 Penalty: 980.960815
	Iteration 58Q: 3 clusters Score -3665842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3665851.000000 Penalty: 980.960815
	Iteration 59Q: 3 clusters Score -3665851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3665853.500000 Penalty: 980.960815
	Iteration 60F: 3 clusters Score -3665854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3665858.000000 Penalty: 980.960815
	Iteration 61Q: 3 clusters Score -3665858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3665865.250000 Penalty: 980.960815
	Iteration 62Q: 3 clusters Score -3665865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3665872.250000 Penalty: 980.960815
	Iteration 63Q: 3 clusters Score -3665872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3665871.500000 Penalty: 980.960815
	Iteration 64Q: 3 clusters Score -3665872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3665878.000000 Penalty: 980.960815
	Iteration 65Q: 3 clusters Score -3665878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3665887.250000 Penalty: 980.960815
	Iteration 66Q: 3 clusters Score -3665887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3665891.500000 Penalty: 980.960815
	Iteration 67Q: 3 clusters Score -3665892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3665893.000000 Penalty: 980.960815
	Iteration 68Q: 3 clusters Score -3665893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3665895.250000 Penalty: 980.960815
	Iteration 69Q: 3 clusters Score -3665895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3665894.750000 Penalty: 980.960815
	Iteration 70Q: 3 clusters Score -3665895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3665894.750000 Penalty: 980.960815
	Iteration 71F: 3 clusters Score -3665895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Entering Unmasked Estep 
Score: -951962.562500 Penalty: 426.423676
	Iteration 0F: 2 clusters Score -951962.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -944150.812500 Penalty: 852.847351
	Iteration 0F: 3 clusters Score -944150.8 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -947354.875000 Penalty: 852.847351
	Iteration 1F: 3 clusters Score -947354.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -947948.687500 Penalty: 852.847351
	Iteration 2F: 3 clusters Score -947948.7 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -948902.812500 Penalty: 852.847351
	Iteration 3F: 3 clusters Score -948902.8 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -950066.375000 Penalty: 852.847351
	Iteration 4F: 3 clusters Score -950066.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -950925.812500 Penalty: 852.847351
	Iteration 5F: 3 clusters Score -950925.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -951340.750000 Penalty: 852.847351
	Iteration 6Q: 3 clusters Score -951340.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -951494.625000 Penalty: 852.847351
	Iteration 7Q: 3 clusters Score -951494.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -951541.937500 Penalty: 852.847351
	Iteration 8Q: 3 clusters Score -951541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -951566.000000 Penalty: 852.847351
	Iteration 9Q: 3 clusters Score -951566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -951567.687500 Penalty: 852.847351
	Iteration 10Q: 3 clusters Score -951567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -951568.500000 Penalty: 852.847351
	Iteration 11Q: 3 clusters Score -951568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -951571.187500 Penalty: 852.847351
	Iteration 12Q: 3 clusters Score -951571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -951571.187500 Penalty: 852.847351
	Iteration 13F: 3 clusters Score -951571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -59226.175781 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -59226.18 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 414 members 
Entering Unmasked Estep 
Score: -58525.570312 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -58525.57 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58735.976562 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -58735.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58790.003906 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -58790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58830.167969 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -58830.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58862.781250 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -58862.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58893.316406 Penalty: 610.989502
	Iteration 5F: 3 clusters Score -58893.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58910.304688 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -58910.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58922.976562 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -58922.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58932.328125 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -58932.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58942.488281 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -58942.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58945.714844 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -58945.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58945.867188 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -58945.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -58946.117188 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -58946.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58947.339844 Penalty: 610.989502
	Iteration 13Q: 3 clusters Score -58947.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58947.339844 Penalty: 610.989502
	Iteration 14F: 3 clusters Score -58947.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18280.341797 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18280.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17785.033203 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17785.03 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18068.789062 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -18068.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18132.982422 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18132.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18161.626953 Penalty: 572.195129
	Iteration 3Q: 3 clusters Score -18161.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18181.335938 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18181.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18199.179688 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18199.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18211.712891 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18211.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18221.615234 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18221.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18224.255859 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18224.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18227.888672 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -18227.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18230.902344 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -18230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18232.523438 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -18232.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18232.523438 Penalty: 572.195129
	Iteration 12F: 3 clusters Score -18232.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 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 228 members 
Entering Unmasked Estep 
Score: -30297.945312 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30297.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30435.208984 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30435.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30480.011719 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30480.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30499.652344 Penalty: 557.743591
	Iteration 3Q: 3 clusters Score -30499.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30513.806641 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -30513.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30528.107422 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30528.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30533.751953 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30533.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30539.289062 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30539.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30542.560547 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30542.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30543.751953 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30543.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30546.886719 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30546.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30549.328125 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30549.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30554.640625 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30554.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30560.833984 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30560.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30564.552734 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -30564.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30565.173828 Penalty: 557.743591
	Iteration 15Q: 3 clusters Score -30565.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30565.173828 Penalty: 557.743591
	Iteration 16F: 3 clusters Score -30565.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -71279.375000 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -71279.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70481.929688 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -70481.93 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -70729.062500 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -70729.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -70811.968750 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -70811.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -70865.203125 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -70865.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -70902.015625 Penalty: 632.785278
	Iteration 4F: 3 clusters Score -70902.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -70941.093750 Penalty: 632.785278
	Iteration 5Q: 3 clusters Score -70941.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -70975.539062 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -70975.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -71006.781250 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -71006.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71031.703125 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -71031.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -71047.234375 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -71047.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71054.125000 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -71054.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71057.570312 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -71057.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71061.562500 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -71061.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71063.500000 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -71063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71064.453125 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -71064.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71065.765625 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -71065.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71066.054688 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -71066.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71066.546875 Penalty: 632.785278
	Iteration 17Q: 3 clusters Score -71066.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71067.523438 Penalty: 632.785278
	Iteration 18Q: 3 clusters Score -71067.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -71068.148438 Penalty: 632.785278
	Iteration 19Q: 3 clusters Score -71068.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -71070.843750 Penalty: 632.785278
	Iteration 20F: 3 clusters Score -71070.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71072.156250 Penalty: 632.785278
	Iteration 21Q: 3 clusters Score -71072.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71073.812500 Penalty: 632.785278
	Iteration 22Q: 3 clusters Score -71073.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71074.828125 Penalty: 632.785278
	Iteration 23Q: 3 clusters Score -71074.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71075.781250 Penalty: 632.785278
	Iteration 24Q: 3 clusters Score -71075.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71076.054688 Penalty: 632.785278
	Iteration 25Q: 3 clusters Score -71076.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71076.445312 Penalty: 632.785278
	Iteration 26Q: 3 clusters Score -71076.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -71076.445312 Penalty: 632.785278
	Iteration 27F: 3 clusters Score -71076.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -96951.203125 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -96951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -95969.796875 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -95969.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -96264.804688 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -96264.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -96308.882812 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -96308.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -96345.132812 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -96345.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -96375.210938 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -96375.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -96407.445312 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -96407.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -96451.835938 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -96451.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -96502.968750 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -96502.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -96558.132812 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -96558.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96593.773438 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -96593.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -96613.039062 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -96613.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -96623.429688 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -96623.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -96636.492188 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -96636.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -96648.632812 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -96648.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -96652.460938 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -96652.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -96659.734375 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -96659.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -96666.226562 Penalty: 648.838928
	Iteration 16Q: 3 clusters Score -96666.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -96672.429688 Penalty: 648.838928
	Iteration 17Q: 3 clusters Score -96672.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -96679.609375 Penalty: 648.838928
	Iteration 18Q: 3 clusters Score -96679.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -96688.140625 Penalty: 648.838928
	Iteration 19Q: 3 clusters Score -96688.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -96692.890625 Penalty: 648.838928
	Iteration 20F: 3 clusters Score -96692.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -96699.835938 Penalty: 648.838928
	Iteration 21Q: 3 clusters Score -96699.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -96701.734375 Penalty: 648.838928
	Iteration 22Q: 3 clusters Score -96701.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -96702.250000 Penalty: 648.838928
	Iteration 23Q: 3 clusters Score -96702.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -96702.250000 Penalty: 648.838928
	Iteration 24F: 3 clusters Score -96702.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1402174.250000 Penalty: 445.055206
	Iteration 0F: 2 clusters Score -1402174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1390308.125000 Penalty: 890.110413
	Iteration 0F: 3 clusters Score -1390308 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1395215.500000 Penalty: 890.110413
	Iteration 1F: 3 clusters Score -1395216 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1395597.500000 Penalty: 890.110413
	Iteration 2F: 3 clusters Score -1395598 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1396271.875000 Penalty: 890.110413
	Iteration 3F: 3 clusters Score -1396272 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1397470.250000 Penalty: 890.110413
	Iteration 4F: 3 clusters Score -1397470 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1399082.625000 Penalty: 890.110413
	Iteration 5F: 3 clusters Score -1399083 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1400621.000000 Penalty: 890.110413
	Iteration 6F: 3 clusters Score -1400621 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1401435.625000 Penalty: 890.110413
	Iteration 7Q: 3 clusters Score -1401436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1401690.500000 Penalty: 890.110413
	Iteration 8Q: 3 clusters Score -1401690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1401753.000000 Penalty: 890.110413
	Iteration 9Q: 3 clusters Score -1401753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1401759.250000 Penalty: 890.110413
	Iteration 10Q: 3 clusters Score -1401759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1401763.000000 Penalty: 890.110413
	Iteration 11Q: 3 clusters Score -1401763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1401763.000000 Penalty: 890.110413
	Iteration 12F: 3 clusters Score -1401763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12962.784180 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12962.78 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 134 members 
Entering Unmasked Estep 
Score: -12639.656250 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12639.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12783.408203 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12783.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12843.361328 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12843.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12875.857422 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -12875.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12898.930664 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12898.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12904.677734 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12904.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12905.829102 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12905.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12905.829102 Penalty: 504.611145
	Iteration 7F: 3 clusters Score -12905.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -487048.000000 Penalty: 397.517548
	Iteration 0F: 2 clusters Score -487048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -482840.406250 Penalty: 795.035095
	Iteration 0F: 3 clusters Score -482840.4 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -484501.218750 Penalty: 795.035095
	Iteration 1F: 3 clusters Score -484501.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -484650.187500 Penalty: 795.035095
	Iteration 2F: 3 clusters Score -484650.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -484801.687500 Penalty: 795.035095
	Iteration 3F: 3 clusters Score -484801.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -485012.687500 Penalty: 795.035095
	Iteration 4F: 3 clusters Score -485012.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -485269.656250 Penalty: 795.035095
	Iteration 5F: 3 clusters Score -485269.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -485530.468750 Penalty: 795.035095
	Iteration 6F: 3 clusters Score -485530.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -485795.531250 Penalty: 795.035095
	Iteration 7F: 3 clusters Score -485795.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -486016.562500 Penalty: 795.035095
	Iteration 8F: 3 clusters Score -486016.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -486209.000000 Penalty: 795.035095
	Iteration 9Q: 3 clusters Score -486209 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -486370.562500 Penalty: 795.035095
	Iteration 10Q: 3 clusters Score -486370.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -486528.687500 Penalty: 795.035095
	Iteration 11Q: 3 clusters Score -486528.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -486618.218750 Penalty: 795.035095
	Iteration 12Q: 3 clusters Score -486618.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -486662.781250 Penalty: 795.035095
	Iteration 13Q: 3 clusters Score -486662.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -486686.093750 Penalty: 795.035095
	Iteration 14Q: 3 clusters Score -486686.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -486707.593750 Penalty: 795.035095
	Iteration 15Q: 3 clusters Score -486707.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -486719.468750 Penalty: 795.035095
	Iteration 16Q: 3 clusters Score -486719.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -486733.343750 Penalty: 795.035095
	Iteration 17Q: 3 clusters Score -486733.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -486748.375000 Penalty: 795.035095
	Iteration 18Q: 3 clusters Score -486748.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -486762.187500 Penalty: 795.035095
	Iteration 19Q: 3 clusters Score -486762.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -486772.843750 Penalty: 795.035095
	Iteration 20F: 3 clusters Score -486772.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -486783.593750 Penalty: 795.035095
	Iteration 21Q: 3 clusters Score -486783.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -486791.718750 Penalty: 795.035095
	Iteration 22Q: 3 clusters Score -486791.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -486799.562500 Penalty: 795.035095
	Iteration 23Q: 3 clusters Score -486799.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -486807.656250 Penalty: 795.035095
	Iteration 24Q: 3 clusters Score -486807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -486813.218750 Penalty: 795.035095
	Iteration 25Q: 3 clusters Score -486813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -486815.500000 Penalty: 795.035095
	Iteration 26Q: 3 clusters Score -486815.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -486818.125000 Penalty: 795.035095
	Iteration 27Q: 3 clusters Score -486818.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -486820.093750 Penalty: 795.035095
	Iteration 28Q: 3 clusters Score -486820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -486820.781250 Penalty: 795.035095
	Iteration 29Q: 3 clusters Score -486820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -486821.531250 Penalty: 795.035095
	Iteration 30Q: 3 clusters Score -486821.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -486823.375000 Penalty: 795.035095
	Iteration 31Q: 3 clusters Score -486823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -486824.843750 Penalty: 795.035095
	Iteration 32Q: 3 clusters Score -486824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -486827.187500 Penalty: 795.035095
	Iteration 33Q: 3 clusters Score -486827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -486829.937500 Penalty: 795.035095
	Iteration 34Q: 3 clusters Score -486829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -486831.968750 Penalty: 795.035095
	Iteration 35Q: 3 clusters Score -486832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -486832.843750 Penalty: 795.035095
	Iteration 36Q: 3 clusters Score -486832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -486833.187500 Penalty: 795.035095
	Iteration 37Q: 3 clusters Score -486833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -486834.625000 Penalty: 795.035095
	Iteration 38Q: 3 clusters Score -486834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -486835.312500 Penalty: 795.035095
	Iteration 39Q: 3 clusters Score -486835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -486835.250000 Penalty: 795.035095
	Iteration 40F: 3 clusters Score -486835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -486835.718750 Penalty: 795.035095
	Iteration 41Q: 3 clusters Score -486835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -486836.593750 Penalty: 795.035095
	Iteration 42Q: 3 clusters Score -486836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -486835.968750 Penalty: 795.035095
	Iteration 43Q: 3 clusters Score -486836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -486836.281250 Penalty: 795.035095
	Iteration 44Q: 3 clusters Score -486836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -486836.750000 Penalty: 795.035095
	Iteration 45Q: 3 clusters Score -486836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -486836.468750 Penalty: 795.035095
	Iteration 46Q: 3 clusters Score -486836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -486836.468750 Penalty: 795.035095
	Iteration 47F: 3 clusters Score -486836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -514907.312500 Penalty: 400.309052
	Iteration 0F: 2 clusters Score -514907.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -510536.968750 Penalty: 800.618103
	Iteration 0F: 3 clusters Score -510537 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -512269.906250 Penalty: 800.618103
	Iteration 1F: 3 clusters Score -512269.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -512432.968750 Penalty: 800.618103
	Iteration 2F: 3 clusters Score -512433 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -512630.843750 Penalty: 800.618103
	Iteration 3F: 3 clusters Score -512630.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -512917.125000 Penalty: 800.618103
	Iteration 4F: 3 clusters Score -512917.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -513259.500000 Penalty: 800.618103
	Iteration 5F: 3 clusters Score -513259.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -513585.406250 Penalty: 800.618103
	Iteration 6F: 3 clusters Score -513585.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -513819.718750 Penalty: 800.618103
	Iteration 7F: 3 clusters Score -513819.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -513963.343750 Penalty: 800.618103
	Iteration 8Q: 3 clusters Score -513963.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -514053.812500 Penalty: 800.618103
	Iteration 9Q: 3 clusters Score -514053.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -514107.500000 Penalty: 800.618103
	Iteration 10Q: 3 clusters Score -514107.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -514150.406250 Penalty: 800.618103
	Iteration 11Q: 3 clusters Score -514150.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -514184.906250 Penalty: 800.618103
	Iteration 12Q: 3 clusters Score -514184.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -514202.093750 Penalty: 800.618103
	Iteration 13Q: 3 clusters Score -514202.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -514213.343750 Penalty: 800.618103
	Iteration 14Q: 3 clusters Score -514213.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -514222.281250 Penalty: 800.618103
	Iteration 15Q: 3 clusters Score -514222.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -514234.000000 Penalty: 800.618103
	Iteration 16Q: 3 clusters Score -514234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -514245.687500 Penalty: 800.618103
	Iteration 17Q: 3 clusters Score -514245.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -514255.781250 Penalty: 800.618103
	Iteration 18Q: 3 clusters Score -514255.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -514262.656250 Penalty: 800.618103
	Iteration 19Q: 3 clusters Score -514262.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -514270.531250 Penalty: 800.618103
	Iteration 20F: 3 clusters Score -514270.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -514278.875000 Penalty: 800.618103
	Iteration 21Q: 3 clusters Score -514278.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -514287.687500 Penalty: 800.618103
	Iteration 22Q: 3 clusters Score -514287.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -514297.000000 Penalty: 800.618103
	Iteration 23Q: 3 clusters Score -514297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -514304.375000 Penalty: 800.618103
	Iteration 24Q: 3 clusters Score -514304.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -514310.812500 Penalty: 800.618103
	Iteration 25Q: 3 clusters Score -514310.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -514315.593750 Penalty: 800.618103
	Iteration 26Q: 3 clusters Score -514315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -514321.000000 Penalty: 800.618103
	Iteration 27Q: 3 clusters Score -514321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -514324.656250 Penalty: 800.618103
	Iteration 28Q: 3 clusters Score -514324.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -514329.875000 Penalty: 800.618103
	Iteration 29Q: 3 clusters Score -514329.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -514337.968750 Penalty: 800.618103
	Iteration 30Q: 3 clusters Score -514338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -514346.625000 Penalty: 800.618103
	Iteration 31Q: 3 clusters Score -514346.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -514355.875000 Penalty: 800.618103
	Iteration 32Q: 3 clusters Score -514355.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -514364.250000 Penalty: 800.618103
	Iteration 33Q: 3 clusters Score -514364.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -514372.468750 Penalty: 800.618103
	Iteration 34Q: 3 clusters Score -514372.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -514381.468750 Penalty: 800.618103
	Iteration 35Q: 3 clusters Score -514381.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -514387.125000 Penalty: 800.618103
	Iteration 36Q: 3 clusters Score -514387.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -514396.687500 Penalty: 800.618103
	Iteration 37Q: 3 clusters Score -514396.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -514411.218750 Penalty: 800.618103
	Iteration 38Q: 3 clusters Score -514411.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -514429.156250 Penalty: 800.618103
	Iteration 39Q: 3 clusters Score -514429.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -514442.000000 Penalty: 800.618103
	Iteration 40F: 3 clusters Score -514442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -514451.937500 Penalty: 800.618103
	Iteration 41Q: 3 clusters Score -514451.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -514457.218750 Penalty: 800.618103
	Iteration 42Q: 3 clusters Score -514457.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -514464.125000 Penalty: 800.618103
	Iteration 43Q: 3 clusters Score -514464.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -514467.343750 Penalty: 800.618103
	Iteration 44Q: 3 clusters Score -514467.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -514469.500000 Penalty: 800.618103
	Iteration 45Q: 3 clusters Score -514469.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -514474.437500 Penalty: 800.618103
	Iteration 46Q: 3 clusters Score -514474.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -514478.656250 Penalty: 800.618103
	Iteration 47Q: 3 clusters Score -514478.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -514483.187500 Penalty: 800.618103
	Iteration 48Q: 3 clusters Score -514483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -514487.593750 Penalty: 800.618103
	Iteration 49Q: 3 clusters Score -514487.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -514491.656250 Penalty: 800.618103
	Iteration 50Q: 3 clusters Score -514491.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -514495.593750 Penalty: 800.618103
	Iteration 51Q: 3 clusters Score -514495.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -514499.843750 Penalty: 800.618103
	Iteration 52Q: 3 clusters Score -514499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -514500.968750 Penalty: 800.618103
	Iteration 53Q: 3 clusters Score -514501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -514503.406250 Penalty: 800.618103
	Iteration 54Q: 3 clusters Score -514503.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -514506.156250 Penalty: 800.618103
	Iteration 55Q: 3 clusters Score -514506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -514510.562500 Penalty: 800.618103
	Iteration 56Q: 3 clusters Score -514510.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -514513.062500 Penalty: 800.618103
	Iteration 57Q: 3 clusters Score -514513.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -514513.375000 Penalty: 800.618103
	Iteration 58Q: 3 clusters Score -514513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -514515.437500 Penalty: 800.618103
	Iteration 59Q: 3 clusters Score -514515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -514517.218750 Penalty: 800.618103
	Iteration 60F: 3 clusters Score -514517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -514518.718750 Penalty: 800.618103
	Iteration 61Q: 3 clusters Score -514518.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -514518.437500 Penalty: 800.618103
	Iteration 62Q: 3 clusters Score -514518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -514519.375000 Penalty: 800.618103
	Iteration 63Q: 3 clusters Score -514519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -514521.000000 Penalty: 800.618103
	Iteration 64Q: 3 clusters Score -514521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -514520.593750 Penalty: 800.618103
	Iteration 65Q: 3 clusters Score -514520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -514520.156250 Penalty: 800.618103
	Iteration 66Q: 3 clusters Score -514520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -514521.218750 Penalty: 800.618103
	Iteration 67Q: 3 clusters Score -514521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -514520.656250 Penalty: 800.618103
	Iteration 68Q: 3 clusters Score -514520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -514520.656250 Penalty: 800.618103
	Iteration 69F: 3 clusters Score -514520.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -42668.738281 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42668.74 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -42824.445312 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42824.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -42897.785156 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42897.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42952.285156 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -42952.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -42980.566406 Penalty: 591.343628
	Iteration 4Q: 3 clusters Score -42980.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43008.773438 Penalty: 591.343628
	Iteration 5Q: 3 clusters Score -43008.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43021.210938 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -43021.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43034.816406 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43034.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43051.058594 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43051.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43066.968750 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43066.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43070.179688 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43070.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43070.285156 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43070.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43070.671875 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43070.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43071.687500 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43071.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43073.988281 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43073.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -43075.597656 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -43075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43076.585938 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -43076.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43079.156250 Penalty: 591.343628
	Iteration 17Q: 3 clusters Score -43079.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -43081.320312 Penalty: 591.343628
	Iteration 18Q: 3 clusters Score -43081.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43083.941406 Penalty: 591.343628
	Iteration 19Q: 3 clusters Score -43083.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -43087.773438 Penalty: 591.343628
	Iteration 20F: 3 clusters Score -43087.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43089.214844 Penalty: 591.343628
	Iteration 21Q: 3 clusters Score -43089.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43091.832031 Penalty: 591.343628
	Iteration 22Q: 3 clusters Score -43091.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -43093.761719 Penalty: 591.343628
	Iteration 23Q: 3 clusters Score -43093.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -43095.777344 Penalty: 591.343628
	Iteration 24Q: 3 clusters Score -43095.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43097.617188 Penalty: 591.343628
	Iteration 25Q: 3 clusters Score -43097.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43100.765625 Penalty: 591.343628
	Iteration 26Q: 3 clusters Score -43100.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43101.527344 Penalty: 591.343628
	Iteration 27Q: 3 clusters Score -43101.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43101.671875 Penalty: 591.343628
	Iteration 28Q: 3 clusters Score -43101.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43101.671875 Penalty: 591.343628
	Iteration 29F: 3 clusters Score -43101.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -74443.953125 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -74443.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73716.898438 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -73716.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73919.312500 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -73919.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73965.851562 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -73965.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73986.531250 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -73986.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73997.078125 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -73997.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -74006.648438 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -74006.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74019.367188 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -74019.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74022.898438 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -74022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74026.679688 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -74026.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74030.703125 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -74030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74033.445312 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -74033.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74034.414062 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -74034.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74035.531250 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -74035.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74037.328125 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -74037.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74037.585938 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -74037.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74037.585938 Penalty: 618.307373
	Iteration 15F: 3 clusters Score -74037.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87598.195312 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -87598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86730.875000 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -86730.88 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87024.476562 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -87024.48 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87065.679688 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -87065.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87095.351562 Penalty: 639.323975
	Iteration 3Q: 3 clusters Score -87095.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87113.726562 Penalty: 639.323975
	Iteration 4Q: 3 clusters Score -87113.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87130.250000 Penalty: 639.323975
	Iteration 5Q: 3 clusters Score -87130.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87148.867188 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -87148.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87164.992188 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -87164.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87180.570312 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -87180.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87202.703125 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -87202.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87216.367188 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -87216.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87227.367188 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -87227.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87237.640625 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -87237.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87248.000000 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -87248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87251.367188 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -87251.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87253.625000 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -87253.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87258.710938 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -87258.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87264.703125 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -87264.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87267.140625 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -87267.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -87270.031250 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -87270.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87271.976562 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -87271.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87272.921875 Penalty: 639.323975
	Iteration 21Q: 3 clusters Score -87272.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -87273.312500 Penalty: 639.323975
	Iteration 22Q: 3 clusters Score -87273.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -87275.351562 Penalty: 639.323975
	Iteration 23Q: 3 clusters Score -87275.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87275.851562 Penalty: 639.323975
	Iteration 24Q: 3 clusters Score -87275.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87275.851562 Penalty: 639.323975
	Iteration 25F: 3 clusters Score -87275.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -469668.531250 Penalty: 397.961121
	Iteration 0F: 2 clusters Score -469668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -465412.000000 Penalty: 795.922241
	Iteration 0F: 3 clusters Score -465412 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -467074.656250 Penalty: 795.922241
	Iteration 1F: 3 clusters Score -467074.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -467252.812500 Penalty: 795.922241
	Iteration 2F: 3 clusters Score -467252.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -467416.031250 Penalty: 795.922241
	Iteration 3F: 3 clusters Score -467416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -467607.343750 Penalty: 795.922241
	Iteration 4F: 3 clusters Score -467607.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -467805.750000 Penalty: 795.922241
	Iteration 5F: 3 clusters Score -467805.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -467981.281250 Penalty: 795.922241
	Iteration 6F: 3 clusters Score -467981.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -468164.031250 Penalty: 795.922241
	Iteration 7Q: 3 clusters Score -468164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -468324.218750 Penalty: 795.922241
	Iteration 8Q: 3 clusters Score -468324.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -468422.343750 Penalty: 795.922241
	Iteration 9Q: 3 clusters Score -468422.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -468473.062500 Penalty: 795.922241
	Iteration 10Q: 3 clusters Score -468473.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -468500.812500 Penalty: 795.922241
	Iteration 11Q: 3 clusters Score -468500.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -468516.906250 Penalty: 795.922241
	Iteration 12Q: 3 clusters Score -468516.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -468530.468750 Penalty: 795.922241
	Iteration 13Q: 3 clusters Score -468530.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -468539.000000 Penalty: 795.922241
	Iteration 14Q: 3 clusters Score -468539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -468545.906250 Penalty: 795.922241
	Iteration 15Q: 3 clusters Score -468545.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -468552.312500 Penalty: 795.922241
	Iteration 16Q: 3 clusters Score -468552.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -468558.125000 Penalty: 795.922241
	Iteration 17Q: 3 clusters Score -468558.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -468562.687500 Penalty: 795.922241
	Iteration 18Q: 3 clusters Score -468562.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -468567.500000 Penalty: 795.922241
	Iteration 19Q: 3 clusters Score -468567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -468574.968750 Penalty: 795.922241
	Iteration 20F: 3 clusters Score -468575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -468582.937500 Penalty: 795.922241
	Iteration 21Q: 3 clusters Score -468582.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -468594.750000 Penalty: 795.922241
	Iteration 22Q: 3 clusters Score -468594.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -468605.000000 Penalty: 795.922241
	Iteration 23Q: 3 clusters Score -468605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -468615.843750 Penalty: 795.922241
	Iteration 24Q: 3 clusters Score -468615.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -468627.937500 Penalty: 795.922241
	Iteration 25Q: 3 clusters Score -468627.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -468642.843750 Penalty: 795.922241
	Iteration 26Q: 3 clusters Score -468642.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -468655.187500 Penalty: 795.922241
	Iteration 27Q: 3 clusters Score -468655.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -468671.718750 Penalty: 795.922241
	Iteration 28Q: 3 clusters Score -468671.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -468688.937500 Penalty: 795.922241
	Iteration 29Q: 3 clusters Score -468688.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -468708.562500 Penalty: 795.922241
	Iteration 30Q: 3 clusters Score -468708.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -468734.875000 Penalty: 795.922241
	Iteration 31Q: 3 clusters Score -468734.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -468754.125000 Penalty: 795.922241
	Iteration 32Q: 3 clusters Score -468754.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -468773.125000 Penalty: 795.922241
	Iteration 33Q: 3 clusters Score -468773.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -468788.843750 Penalty: 795.922241
	Iteration 34Q: 3 clusters Score -468788.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -468816.250000 Penalty: 795.922241
	Iteration 35Q: 3 clusters Score -468816.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -468845.812500 Penalty: 795.922241
	Iteration 36Q: 3 clusters Score -468845.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -468863.906250 Penalty: 795.922241
	Iteration 37Q: 3 clusters Score -468863.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -468879.875000 Penalty: 795.922241
	Iteration 38Q: 3 clusters Score -468879.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -468894.312500 Penalty: 795.922241
	Iteration 39Q: 3 clusters Score -468894.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -468914.750000 Penalty: 795.922241
	Iteration 40F: 3 clusters Score -468914.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -468936.250000 Penalty: 795.922241
	Iteration 41Q: 3 clusters Score -468936.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -468963.406250 Penalty: 795.922241
	Iteration 42Q: 3 clusters Score -468963.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -469000.250000 Penalty: 795.922241
	Iteration 43Q: 3 clusters Score -469000.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -469036.562500 Penalty: 795.922241
	Iteration 44Q: 3 clusters Score -469036.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -469063.218750 Penalty: 795.922241
	Iteration 45Q: 3 clusters Score -469063.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -469088.750000 Penalty: 795.922241
	Iteration 46Q: 3 clusters Score -469088.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -469108.906250 Penalty: 795.922241
	Iteration 47Q: 3 clusters Score -469108.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -469132.218750 Penalty: 795.922241
	Iteration 48Q: 3 clusters Score -469132.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -469156.281250 Penalty: 795.922241
	Iteration 49Q: 3 clusters Score -469156.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -469180.843750 Penalty: 795.922241
	Iteration 50Q: 3 clusters Score -469180.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -469203.000000 Penalty: 795.922241
	Iteration 51Q: 3 clusters Score -469203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -469231.593750 Penalty: 795.922241
	Iteration 52Q: 3 clusters Score -469231.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -469261.562500 Penalty: 795.922241
	Iteration 53Q: 3 clusters Score -469261.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -469276.968750 Penalty: 795.922241
	Iteration 54Q: 3 clusters Score -469277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -469292.437500 Penalty: 795.922241
	Iteration 55Q: 3 clusters Score -469292.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -469307.843750 Penalty: 795.922241
	Iteration 56Q: 3 clusters Score -469307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -469317.968750 Penalty: 795.922241
	Iteration 57Q: 3 clusters Score -469318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -469324.937500 Penalty: 795.922241
	Iteration 58Q: 3 clusters Score -469324.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -469330.781250 Penalty: 795.922241
	Iteration 59Q: 3 clusters Score -469330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -469336.343750 Penalty: 795.922241
	Iteration 60F: 3 clusters Score -469336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -469337.937500 Penalty: 795.922241
	Iteration 61Q: 3 clusters Score -469337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -469340.906250 Penalty: 795.922241
	Iteration 62Q: 3 clusters Score -469340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -469342.062500 Penalty: 795.922241
	Iteration 63Q: 3 clusters Score -469342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -469345.906250 Penalty: 795.922241
	Iteration 64Q: 3 clusters Score -469345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -469347.125000 Penalty: 795.922241
	Iteration 65Q: 3 clusters Score -469347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -469349.375000 Penalty: 795.922241
	Iteration 66Q: 3 clusters Score -469349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -469349.281250 Penalty: 795.922241
	Iteration 67Q: 3 clusters Score -469349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -469349.718750 Penalty: 795.922241
	Iteration 68Q: 3 clusters Score -469349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -469349.718750 Penalty: 795.922241
	Iteration 69F: 3 clusters Score -469349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Entering Unmasked Estep 
Score: -1051380.500000 Penalty: 430.631989
	Iteration 0F: 2 clusters Score -1051380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1042907.937500 Penalty: 861.263977
	Iteration 0F: 3 clusters Score -1042908 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1046561.187500 Penalty: 861.263977
	Iteration 1F: 3 clusters Score -1046561 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1047336.375000 Penalty: 861.263977
	Iteration 2F: 3 clusters Score -1047336 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1048805.750000 Penalty: 861.263977
	Iteration 3F: 3 clusters Score -1048806 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1050036.125000 Penalty: 861.263977
	Iteration 4F: 3 clusters Score -1050036 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1050541.875000 Penalty: 861.263977
	Iteration 5F: 3 clusters Score -1050542 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1050745.375000 Penalty: 861.263977
	Iteration 6Q: 3 clusters Score -1050745 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1050846.875000 Penalty: 861.263977
	Iteration 7Q: 3 clusters Score -1050847 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1050894.875000 Penalty: 861.263977
	Iteration 8Q: 3 clusters Score -1050895 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1050918.875000 Penalty: 861.263977
	Iteration 9Q: 3 clusters Score -1050919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1050916.500000 Penalty: 861.263977
	Iteration 10Q: 3 clusters Score -1050916 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1050929.250000 Penalty: 861.263977
	Iteration 11Q: 3 clusters Score -1050929 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1050925.000000 Penalty: 861.263977
	Iteration 12Q: 3 clusters Score -1050925 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1050909.875000 Penalty: 861.263977
	Iteration 13Q: 3 clusters Score -1050910 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1050912.625000 Penalty: 861.263977
	Iteration 14Q: 3 clusters Score -1050913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1050920.125000 Penalty: 861.263977
	Iteration 15Q: 3 clusters Score -1050920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1050919.375000 Penalty: 861.263977
	Iteration 16Q: 3 clusters Score -1050919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1050913.375000 Penalty: 861.263977
	Iteration 17Q: 3 clusters Score -1050913 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1050910.000000 Penalty: 861.263977
	Iteration 18Q: 3 clusters Score -1050910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1050899.125000 Penalty: 861.263977
	Iteration 19Q: 3 clusters Score -1050899 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1050903.750000 Penalty: 861.263977
	Iteration 20F: 3 clusters Score -1050904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1050897.250000 Penalty: 861.263977
	Iteration 21Q: 3 clusters Score -1050897 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1050924.000000 Penalty: 861.263977
	Iteration 22Q: 3 clusters Score -1050924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1050934.125000 Penalty: 861.263977
	Iteration 23Q: 3 clusters Score -1050934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1050943.000000 Penalty: 861.263977
	Iteration 24Q: 3 clusters Score -1050943 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1050959.375000 Penalty: 861.263977
	Iteration 25Q: 3 clusters Score -1050959 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1050957.125000 Penalty: 861.263977
	Iteration 26Q: 3 clusters Score -1050957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1050959.875000 Penalty: 861.263977
	Iteration 27Q: 3 clusters Score -1050960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1050968.000000 Penalty: 861.263977
	Iteration 28Q: 3 clusters Score -1050968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1050961.875000 Penalty: 861.263977
	Iteration 29Q: 3 clusters Score -1050962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1050957.375000 Penalty: 861.263977
	Iteration 30Q: 3 clusters Score -1050957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1050941.500000 Penalty: 861.263977
	Iteration 31Q: 3 clusters Score -1050942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1050936.500000 Penalty: 861.263977
	Iteration 32Q: 3 clusters Score -1050936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1050948.000000 Penalty: 861.263977
	Iteration 33Q: 3 clusters Score -1050948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1050942.625000 Penalty: 861.263977
	Iteration 34Q: 3 clusters Score -1050943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1050941.500000 Penalty: 861.263977
	Iteration 35Q: 3 clusters Score -1050942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1050942.750000 Penalty: 861.263977
	Iteration 36Q: 3 clusters Score -1050943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1050943.625000 Penalty: 861.263977
	Iteration 37Q: 3 clusters Score -1050944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1050942.000000 Penalty: 861.263977
	Iteration 38Q: 3 clusters Score -1050942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1050940.125000 Penalty: 861.263977
	Iteration 39Q: 3 clusters Score -1050940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1050941.250000 Penalty: 861.263977
	Iteration 40F: 3 clusters Score -1050941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1050944.000000 Penalty: 861.263977
	Iteration 41Q: 3 clusters Score -1050944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1050943.625000 Penalty: 861.263977
	Iteration 42Q: 3 clusters Score -1050944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1050942.875000 Penalty: 861.263977
	Iteration 43Q: 3 clusters Score -1050943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1050946.125000 Penalty: 861.263977
	Iteration 44Q: 3 clusters Score -1050946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1050946.125000 Penalty: 861.263977
	Iteration 45F: 3 clusters Score -1050946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -151954.609375 Penalty: 344.991425
	Iteration 0F: 2 clusters Score -151954.6 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 1003 members 
Entering Unmasked Estep 
Score: -150519.312500 Penalty: 689.982849
	Iteration 0F: 3 clusters Score -150519.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -150993.781250 Penalty: 689.982849
	Iteration 1F: 3 clusters Score -150993.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -151179.750000 Penalty: 689.982849
	Iteration 2F: 3 clusters Score -151179.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -151326.531250 Penalty: 689.982849
	Iteration 3F: 3 clusters Score -151326.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -151434.703125 Penalty: 689.982849
	Iteration 4F: 3 clusters Score -151434.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -151509.187500 Penalty: 689.982849
	Iteration 5Q: 3 clusters Score -151509.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -151561.218750 Penalty: 689.982849
	Iteration 6Q: 3 clusters Score -151561.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -151609.343750 Penalty: 689.982849
	Iteration 7Q: 3 clusters Score -151609.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -151649.234375 Penalty: 689.982849
	Iteration 8Q: 3 clusters Score -151649.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -151679.843750 Penalty: 689.982849
	Iteration 9Q: 3 clusters Score -151679.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -151700.656250 Penalty: 689.982849
	Iteration 10Q: 3 clusters Score -151700.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -151730.171875 Penalty: 689.982849
	Iteration 11Q: 3 clusters Score -151730.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -151768.640625 Penalty: 689.982849
	Iteration 12Q: 3 clusters Score -151768.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -151792.968750 Penalty: 689.982849
	Iteration 13Q: 3 clusters Score -151793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -151816.875000 Penalty: 689.982849
	Iteration 14Q: 3 clusters Score -151816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -151828.703125 Penalty: 689.982849
	Iteration 15Q: 3 clusters Score -151828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -151837.578125 Penalty: 689.982849
	Iteration 16Q: 3 clusters Score -151837.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -151844.343750 Penalty: 689.982849
	Iteration 17Q: 3 clusters Score -151844.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151847.875000 Penalty: 689.982849
	Iteration 18Q: 3 clusters Score -151847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151848.531250 Penalty: 689.982849
	Iteration 19Q: 3 clusters Score -151848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -151848.671875 Penalty: 689.982849
	Iteration 20F: 3 clusters Score -151848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -225451.640625 Penalty: 365.309540
	Iteration 0F: 2 clusters Score -225451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -223358.437500 Penalty: 730.619080
	Iteration 0F: 3 clusters Score -223358.4 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -224115.750000 Penalty: 730.619080
	Iteration 1F: 3 clusters Score -224115.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -224203.890625 Penalty: 730.619080
	Iteration 2F: 3 clusters Score -224203.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -224287.343750 Penalty: 730.619080
	Iteration 3F: 3 clusters Score -224287.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -224356.984375 Penalty: 730.619080
	Iteration 4Q: 3 clusters Score -224357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -224421.390625 Penalty: 730.619080
	Iteration 5Q: 3 clusters Score -224421.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -224497.437500 Penalty: 730.619080
	Iteration 6Q: 3 clusters Score -224497.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -224586.531250 Penalty: 730.619080
	Iteration 7Q: 3 clusters Score -224586.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224674.093750 Penalty: 730.619080
	Iteration 8Q: 3 clusters Score -224674.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -224729.734375 Penalty: 730.619080
	Iteration 9Q: 3 clusters Score -224729.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -224752.062500 Penalty: 730.619080
	Iteration 10Q: 3 clusters Score -224752.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -224765.515625 Penalty: 730.619080
	Iteration 11Q: 3 clusters Score -224765.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224772.578125 Penalty: 730.619080
	Iteration 12Q: 3 clusters Score -224772.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -224778.015625 Penalty: 730.619080
	Iteration 13Q: 3 clusters Score -224778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -224786.171875 Penalty: 730.619080
	Iteration 14Q: 3 clusters Score -224786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224791.531250 Penalty: 730.619080
	Iteration 15Q: 3 clusters Score -224791.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -224797.390625 Penalty: 730.619080
	Iteration 16Q: 3 clusters Score -224797.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224803.109375 Penalty: 730.619080
	Iteration 17Q: 3 clusters Score -224803.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224811.406250 Penalty: 730.619080
	Iteration 18Q: 3 clusters Score -224811.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -224822.953125 Penalty: 730.619080
	Iteration 19Q: 3 clusters Score -224823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -224832.390625 Penalty: 730.619080
	Iteration 20F: 3 clusters Score -224832.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224844.140625 Penalty: 730.619080
	Iteration 21Q: 3 clusters Score -224844.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -224850.671875 Penalty: 730.619080
	Iteration 22Q: 3 clusters Score -224850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -224857.078125 Penalty: 730.619080
	Iteration 23Q: 3 clusters Score -224857.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -224868.937500 Penalty: 730.619080
	Iteration 24Q: 3 clusters Score -224868.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -224878.750000 Penalty: 730.619080
	Iteration 25Q: 3 clusters Score -224878.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -224892.281250 Penalty: 730.619080
	Iteration 26Q: 3 clusters Score -224892.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -224903.375000 Penalty: 730.619080
	Iteration 27Q: 3 clusters Score -224903.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -224909.921875 Penalty: 730.619080
	Iteration 28Q: 3 clusters Score -224909.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -224917.078125 Penalty: 730.619080
	Iteration 29Q: 3 clusters Score -224917.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -224921.671875 Penalty: 730.619080
	Iteration 30Q: 3 clusters Score -224921.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -224926.640625 Penalty: 730.619080
	Iteration 31Q: 3 clusters Score -224926.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -224934.218750 Penalty: 730.619080
	Iteration 32Q: 3 clusters Score -224934.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -224942.796875 Penalty: 730.619080
	Iteration 33Q: 3 clusters Score -224942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -224951.406250 Penalty: 730.619080
	Iteration 34Q: 3 clusters Score -224951.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -224962.000000 Penalty: 730.619080
	Iteration 35Q: 3 clusters Score -224962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -224978.593750 Penalty: 730.619080
	Iteration 36Q: 3 clusters Score -224978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -224994.812500 Penalty: 730.619080
	Iteration 37Q: 3 clusters Score -224994.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -225006.218750 Penalty: 730.619080
	Iteration 38Q: 3 clusters Score -225006.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -225013.140625 Penalty: 730.619080
	Iteration 39Q: 3 clusters Score -225013.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -225019.343750 Penalty: 730.619080
	Iteration 40F: 3 clusters Score -225019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -225024.109375 Penalty: 730.619080
	Iteration 41Q: 3 clusters Score -225024.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -225032.031250 Penalty: 730.619080
	Iteration 42Q: 3 clusters Score -225032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -225045.984375 Penalty: 730.619080
	Iteration 43Q: 3 clusters Score -225046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -225062.687500 Penalty: 730.619080
	Iteration 44Q: 3 clusters Score -225062.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -225075.296875 Penalty: 730.619080
	Iteration 45Q: 3 clusters Score -225075.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -225088.375000 Penalty: 730.619080
	Iteration 46Q: 3 clusters Score -225088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -225093.750000 Penalty: 730.619080
	Iteration 47Q: 3 clusters Score -225093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -225096.203125 Penalty: 730.619080
	Iteration 48Q: 3 clusters Score -225096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -225100.718750 Penalty: 730.619080
	Iteration 49Q: 3 clusters Score -225100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -225105.828125 Penalty: 730.619080
	Iteration 50Q: 3 clusters Score -225105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -225109.375000 Penalty: 730.619080
	Iteration 51Q: 3 clusters Score -225109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -225116.296875 Penalty: 730.619080
	Iteration 52Q: 3 clusters Score -225116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -225123.671875 Penalty: 730.619080
	Iteration 53Q: 3 clusters Score -225123.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -225128.500000 Penalty: 730.619080
	Iteration 54Q: 3 clusters Score -225128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -225130.453125 Penalty: 730.619080
	Iteration 55Q: 3 clusters Score -225130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -225133.734375 Penalty: 730.619080
	Iteration 56Q: 3 clusters Score -225133.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -225134.125000 Penalty: 730.619080
	Iteration 57Q: 3 clusters Score -225134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -225134.937500 Penalty: 730.619080
	Iteration 58Q: 3 clusters Score -225134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -225136.593750 Penalty: 730.619080
	Iteration 59Q: 3 clusters Score -225136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -225137.390625 Penalty: 730.619080
	Iteration 60F: 3 clusters Score -225137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -225137.375000 Penalty: 730.619080
	Iteration 61Q: 3 clusters Score -225137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -225137.375000 Penalty: 730.619080
	Iteration 62F: 3 clusters Score -225137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -205301.500000 Penalty: 361.907959
	Iteration 0F: 2 clusters Score -205301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -203327.390625 Penalty: 723.815918
	Iteration 0F: 3 clusters Score -203327.4 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -203990.062500 Penalty: 723.815918
	Iteration 1F: 3 clusters Score -203990.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -204110.375000 Penalty: 723.815918
	Iteration 2F: 3 clusters Score -204110.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -204224.421875 Penalty: 723.815918
	Iteration 3F: 3 clusters Score -204224.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -204356.546875 Penalty: 723.815918
	Iteration 4F: 3 clusters Score -204356.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -204445.406250 Penalty: 723.815918
	Iteration 5F: 3 clusters Score -204445.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -204502.468750 Penalty: 723.815918
	Iteration 6Q: 3 clusters Score -204502.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -204564.156250 Penalty: 723.815918
	Iteration 7Q: 3 clusters Score -204564.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -204633.109375 Penalty: 723.815918
	Iteration 8Q: 3 clusters Score -204633.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -204685.281250 Penalty: 723.815918
	Iteration 9Q: 3 clusters Score -204685.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -204719.265625 Penalty: 723.815918
	Iteration 10Q: 3 clusters Score -204719.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -204761.281250 Penalty: 723.815918
	Iteration 11Q: 3 clusters Score -204761.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -204796.718750 Penalty: 723.815918
	Iteration 12Q: 3 clusters Score -204796.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -204822.921875 Penalty: 723.815918
	Iteration 13Q: 3 clusters Score -204822.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -204838.718750 Penalty: 723.815918
	Iteration 14Q: 3 clusters Score -204838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -204852.593750 Penalty: 723.815918
	Iteration 15Q: 3 clusters Score -204852.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -204871.125000 Penalty: 723.815918
	Iteration 16Q: 3 clusters Score -204871.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -204890.859375 Penalty: 723.815918
	Iteration 17Q: 3 clusters Score -204890.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -204903.796875 Penalty: 723.815918
	Iteration 18Q: 3 clusters Score -204903.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -204914.640625 Penalty: 723.815918
	Iteration 19Q: 3 clusters Score -204914.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -204929.062500 Penalty: 723.815918
	Iteration 20F: 3 clusters Score -204929.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -204947.265625 Penalty: 723.815918
	Iteration 21Q: 3 clusters Score -204947.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -204957.093750 Penalty: 723.815918
	Iteration 22Q: 3 clusters Score -204957.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -204972.312500 Penalty: 723.815918
	Iteration 23Q: 3 clusters Score -204972.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -204981.343750 Penalty: 723.815918
	Iteration 24Q: 3 clusters Score -204981.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -204988.734375 Penalty: 723.815918
	Iteration 25Q: 3 clusters Score -204988.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -204997.625000 Penalty: 723.815918
	Iteration 26Q: 3 clusters Score -204997.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -205004.078125 Penalty: 723.815918
	Iteration 27Q: 3 clusters Score -205004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -205008.171875 Penalty: 723.815918
	Iteration 28Q: 3 clusters Score -205008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -205010.640625 Penalty: 723.815918
	Iteration 29Q: 3 clusters Score -205010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -205011.625000 Penalty: 723.815918
	Iteration 30Q: 3 clusters Score -205011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -205014.062500 Penalty: 723.815918
	Iteration 31Q: 3 clusters Score -205014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -205015.250000 Penalty: 723.815918
	Iteration 32Q: 3 clusters Score -205015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -205017.109375 Penalty: 723.815918
	Iteration 33Q: 3 clusters Score -205017.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -205018.359375 Penalty: 723.815918
	Iteration 34Q: 3 clusters Score -205018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -205019.531250 Penalty: 723.815918
	Iteration 35Q: 3 clusters Score -205019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -205021.812500 Penalty: 723.815918
	Iteration 36Q: 3 clusters Score -205021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -205023.328125 Penalty: 723.815918
	Iteration 37Q: 3 clusters Score -205023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -205023.875000 Penalty: 723.815918
	Iteration 38Q: 3 clusters Score -205023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -205024.296875 Penalty: 723.815918
	Iteration 39Q: 3 clusters Score -205024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -205024.843750 Penalty: 723.815918
	Iteration 40F: 3 clusters Score -205024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -205024.828125 Penalty: 723.815918
	Iteration 41Q: 3 clusters Score -205024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -205024.828125 Penalty: 723.815918
	Iteration 42F: 3 clusters Score -205024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -81254.656250 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -81254.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80418.367188 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -80418.37 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80667.273438 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -80667.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80716.351562 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -80716.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -80751.023438 Penalty: 628.878357
	Iteration 3F: 3 clusters Score -80751.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -80775.882812 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -80775.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -80799.328125 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -80799.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -80820.421875 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -80820.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -80846.109375 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -80846.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80867.859375 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -80867.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -80887.289062 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -80887.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80899.687500 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -80899.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80907.054688 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -80907.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -80923.578125 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -80923.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -80942.359375 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -80942.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -80948.187500 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -80948.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80952.476562 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -80952.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -80954.921875 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -80954.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -80956.335938 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -80956.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -80957.265625 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -80957.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -80957.750000 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -80957.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -80957.750000 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -80957.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -604088.937500 Penalty: 405.889862
	Iteration 0F: 2 clusters Score -604088.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -599090.875000 Penalty: 811.779724
	Iteration 0F: 3 clusters Score -599090.9 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -600958.812500 Penalty: 811.779724
	Iteration 1F: 3 clusters Score -600958.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -601097.875000 Penalty: 811.779724
	Iteration 2F: 3 clusters Score -601097.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -601279.750000 Penalty: 811.779724
	Iteration 3F: 3 clusters Score -601279.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -601527.750000 Penalty: 811.779724
	Iteration 4F: 3 clusters Score -601527.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -601899.500000 Penalty: 811.779724
	Iteration 5F: 3 clusters Score -601899.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -602439.312500 Penalty: 811.779724
	Iteration 6F: 3 clusters Score -602439.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -603015.750000 Penalty: 811.779724
	Iteration 7F: 3 clusters Score -603015.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -603422.437500 Penalty: 811.779724
	Iteration 8F: 3 clusters Score -603422.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -603620.812500 Penalty: 811.779724
	Iteration 9Q: 3 clusters Score -603620.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -603683.750000 Penalty: 811.779724
	Iteration 10Q: 3 clusters Score -603683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -603705.562500 Penalty: 811.779724
	Iteration 11Q: 3 clusters Score -603705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -603722.750000 Penalty: 811.779724
	Iteration 12Q: 3 clusters Score -603722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -603732.687500 Penalty: 811.779724
	Iteration 13Q: 3 clusters Score -603732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -603739.500000 Penalty: 811.779724
	Iteration 14Q: 3 clusters Score -603739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -603751.437500 Penalty: 811.779724
	Iteration 15Q: 3 clusters Score -603751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -603754.625000 Penalty: 811.779724
	Iteration 16Q: 3 clusters Score -603754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -603755.500000 Penalty: 811.779724
	Iteration 17Q: 3 clusters Score -603755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -603755.500000 Penalty: 811.779724
	Iteration 18F: 3 clusters Score -603755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -61634.753906 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -61634.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60909.089844 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -60909.09 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61125.468750 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -61125.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61187.968750 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -61187.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -61231.742188 Penalty: 617.282593
	Iteration 3F: 3 clusters Score -61231.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -61277.171875 Penalty: 617.282593
	Iteration 4F: 3 clusters Score -61277.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61318.757812 Penalty: 617.282593
	Iteration 5F: 3 clusters Score -61318.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -61347.230469 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -61347.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61371.687500 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -61371.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -61390.082031 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -61390.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -61398.773438 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -61398.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -61406.472656 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -61406.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -61413.082031 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -61413.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61415.449219 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -61415.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61416.296875 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -61416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -61416.828125 Penalty: 617.282593
	Iteration 14Q: 3 clusters Score -61416.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61417.214844 Penalty: 617.282593
	Iteration 15Q: 3 clusters Score -61417.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61417.605469 Penalty: 617.282593
	Iteration 16Q: 3 clusters Score -61417.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61418.488281 Penalty: 617.282593
	Iteration 17Q: 3 clusters Score -61418.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61419.863281 Penalty: 617.282593
	Iteration 18Q: 3 clusters Score -61419.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61419.980469 Penalty: 617.282593
	Iteration 19Q: 3 clusters Score -61419.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61420.093750 Penalty: 617.282593
	Iteration 20F: 3 clusters Score -61420.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61420.484375 Penalty: 617.282593
	Iteration 21Q: 3 clusters Score -61420.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61420.484375 Penalty: 617.282593
	Iteration 22F: 3 clusters Score -61420.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -436395.031250 Penalty: 389.656799
	Iteration 0F: 2 clusters Score -436395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -432844.875000 Penalty: 779.313599
	Iteration 0F: 3 clusters Score -432844.9 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434291.281250 Penalty: 779.313599
	Iteration 1F: 3 clusters Score -434291.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -434534.281250 Penalty: 779.313599
	Iteration 2F: 3 clusters Score -434534.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -434781.937500 Penalty: 779.313599
	Iteration 3F: 3 clusters Score -434781.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -435023.562500 Penalty: 779.313599
	Iteration 4F: 3 clusters Score -435023.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -435286.062500 Penalty: 779.313599
	Iteration 5F: 3 clusters Score -435286.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -435562.156250 Penalty: 779.313599
	Iteration 6F: 3 clusters Score -435562.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -435783.437500 Penalty: 779.313599
	Iteration 7Q: 3 clusters Score -435783.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -435905.093750 Penalty: 779.313599
	Iteration 8Q: 3 clusters Score -435905.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -435963.687500 Penalty: 779.313599
	Iteration 9Q: 3 clusters Score -435963.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -436005.218750 Penalty: 779.313599
	Iteration 10Q: 3 clusters Score -436005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -436024.125000 Penalty: 779.313599
	Iteration 11Q: 3 clusters Score -436024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -436031.750000 Penalty: 779.313599
	Iteration 12Q: 3 clusters Score -436031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -436038.218750 Penalty: 779.313599
	Iteration 13Q: 3 clusters Score -436038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -436047.125000 Penalty: 779.313599
	Iteration 14Q: 3 clusters Score -436047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -436049.125000 Penalty: 779.313599
	Iteration 15Q: 3 clusters Score -436049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -436049.343750 Penalty: 779.313599
	Iteration 16Q: 3 clusters Score -436049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -436049.968750 Penalty: 779.313599
	Iteration 17Q: 3 clusters Score -436050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -436051.281250 Penalty: 779.313599
	Iteration 18Q: 3 clusters Score -436051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -436051.281250 Penalty: 779.313599
	Iteration 19F: 3 clusters Score -436051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20822.970703 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20822.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20909.761719 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20909.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20938.671875 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20938.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20956.087891 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -20956.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20964.880859 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -20964.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20971.722656 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -20971.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20974.427734 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -20974.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20975.462891 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -20975.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20976.105469 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -20976.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20976.105469 Penalty: 522.321167
	Iteration 9F: 3 clusters Score -20976.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1119022.625000 Penalty: 434.652161
	Iteration 0F: 2 clusters Score -1119023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1109600.250000 Penalty: 869.304321
	Iteration 0F: 3 clusters Score -1109600 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1113343.875000 Penalty: 869.304321
	Iteration 1F: 3 clusters Score -1113344 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1113690.375000 Penalty: 869.304321
	Iteration 2F: 3 clusters Score -1113690 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1114293.125000 Penalty: 869.304321
	Iteration 3F: 3 clusters Score -1114293 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1115169.125000 Penalty: 869.304321
	Iteration 4F: 3 clusters Score -1115169 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1116397.000000 Penalty: 869.304321
	Iteration 5F: 3 clusters Score -1116397 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1117544.875000 Penalty: 869.304321
	Iteration 6F: 3 clusters Score -1117545 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1118180.875000 Penalty: 869.304321
	Iteration 7Q: 3 clusters Score -1118181 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1118469.125000 Penalty: 869.304321
	Iteration 8Q: 3 clusters Score -1118469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1118574.375000 Penalty: 869.304321
	Iteration 9Q: 3 clusters Score -1118574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1118608.750000 Penalty: 869.304321
	Iteration 10Q: 3 clusters Score -1118609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1118625.500000 Penalty: 869.304321
	Iteration 11Q: 3 clusters Score -1118626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1118635.375000 Penalty: 869.304321
	Iteration 12Q: 3 clusters Score -1118635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1118643.625000 Penalty: 869.304321
	Iteration 13Q: 3 clusters Score -1118644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1118650.750000 Penalty: 869.304321
	Iteration 14Q: 3 clusters Score -1118651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1118658.750000 Penalty: 869.304321
	Iteration 15Q: 3 clusters Score -1118659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1118660.250000 Penalty: 869.304321
	Iteration 16Q: 3 clusters Score -1118660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1118660.250000 Penalty: 869.304321
	Iteration 17F: 3 clusters Score -1118660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -843242.125000 Penalty: 420.415436
	Iteration 0F: 2 clusters Score -843242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -836397.187500 Penalty: 840.830872
	Iteration 0F: 3 clusters Score -836397.2 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -839131.125000 Penalty: 840.830872
	Iteration 1F: 3 clusters Score -839131.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -839299.687500 Penalty: 840.830872
	Iteration 2Q: 3 clusters Score -839299.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -839541.062500 Penalty: 840.830872
	Iteration 3Q: 3 clusters Score -839541.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -839918.062500 Penalty: 840.830872
	Iteration 4F: 3 clusters Score -839918.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -840550.937500 Penalty: 840.830872
	Iteration 5F: 3 clusters Score -840550.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -841236.875000 Penalty: 840.830872
	Iteration 6F: 3 clusters Score -841236.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -841790.375000 Penalty: 840.830872
	Iteration 7F: 3 clusters Score -841790.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -842161.125000 Penalty: 840.830872
	Iteration 8Q: 3 clusters Score -842161.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -842461.375000 Penalty: 840.830872
	Iteration 9Q: 3 clusters Score -842461.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -842633.687500 Penalty: 840.830872
	Iteration 10Q: 3 clusters Score -842633.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -842745.937500 Penalty: 840.830872
	Iteration 11Q: 3 clusters Score -842745.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -842787.187500 Penalty: 840.830872
	Iteration 12Q: 3 clusters Score -842787.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -842801.500000 Penalty: 840.830872
	Iteration 13Q: 3 clusters Score -842801.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -842810.500000 Penalty: 840.830872
	Iteration 14Q: 3 clusters Score -842810.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -842816.437500 Penalty: 840.830872
	Iteration 15Q: 3 clusters Score -842816.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -842808.125000 Penalty: 840.830872
	Iteration 16Q: 3 clusters Score -842808.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -842806.000000 Penalty: 840.830872
	Iteration 17Q: 3 clusters Score -842806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -842805.312500 Penalty: 840.830872
	Iteration 18Q: 3 clusters Score -842805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -842804.625000 Penalty: 840.830872
	Iteration 19Q: 3 clusters Score -842804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -842805.062500 Penalty: 840.830872
	Iteration 20F: 3 clusters Score -842805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -842804.437500 Penalty: 840.830872
	Iteration 21Q: 3 clusters Score -842804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -842804.437500 Penalty: 840.830872
	Iteration 22F: 3 clusters Score -842804.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -96114.718750 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -96114.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -95115.414062 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -95115.41 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -95423.210938 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -95423.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -95483.812500 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -95483.81 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -95534.914062 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -95534.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -95606.703125 Penalty: 653.455627
	Iteration 4F: 3 clusters Score -95606.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -95693.210938 Penalty: 653.455627
	Iteration 5F: 3 clusters Score -95693.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95764.515625 Penalty: 653.455627
	Iteration 6F: 3 clusters Score -95764.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -95812.656250 Penalty: 653.455627
	Iteration 7Q: 3 clusters Score -95812.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -95844.531250 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -95844.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95878.117188 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -95878.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -95909.335938 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -95909.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95937.304688 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -95937.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -95957.796875 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -95957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95982.101562 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -95982.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96020.906250 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -96020.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96044.726562 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -96044.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96053.656250 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -96053.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96058.546875 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -96058.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96060.750000 Penalty: 653.455627
	Iteration 18Q: 3 clusters Score -96060.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96062.640625 Penalty: 653.455627
	Iteration 19Q: 3 clusters Score -96062.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96062.640625 Penalty: 653.455627
	Iteration 20F: 3 clusters Score -96062.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15164.436523 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15164.44 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 118 members 
Entering Unmasked Estep 
Score: -14832.300781 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14832.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14909.691406 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14909.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14928.902344 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14928.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14955.790039 Penalty: 501.354340
	Iteration 3Q: 3 clusters Score -14955.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14964.753906 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -14964.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14971.611328 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -14971.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14975.073242 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -14975.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14975.073242 Penalty: 501.354340
	Iteration 7F: 3 clusters Score -14975.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40750.066406 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -40750.07 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 288 members 
Entering Unmasked Estep 
Score: -40206.398438 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -40206.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40337.175781 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -40337.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40379.308594 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -40379.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -40405.875000 Penalty: 579.348816
	Iteration 3F: 3 clusters Score -40405.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -40421.371094 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -40421.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40435.140625 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -40435.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40449.781250 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -40449.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40463.386719 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -40463.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40470.324219 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -40470.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40478.316406 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -40478.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40491.320312 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -40491.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40501.453125 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -40501.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40514.433594 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -40514.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40520.066406 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -40520.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -40523.953125 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -40523.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40524.867188 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -40524.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -40526.281250 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -40526.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40530.535156 Penalty: 579.348816
	Iteration 17Q: 3 clusters Score -40530.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40533.734375 Penalty: 579.348816
	Iteration 18Q: 3 clusters Score -40533.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40537.992188 Penalty: 579.348816
	Iteration 19Q: 3 clusters Score -40537.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -40541.695312 Penalty: 579.348816
	Iteration 20F: 3 clusters Score -40541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -40543.515625 Penalty: 579.348816
	Iteration 21Q: 3 clusters Score -40543.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40543.718750 Penalty: 579.348816
	Iteration 22Q: 3 clusters Score -40543.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40543.718750 Penalty: 579.348816
	Iteration 23F: 3 clusters Score -40543.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -266377.875000 Penalty: 367.197784
	Iteration 0F: 2 clusters Score -266377.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -264162.625000 Penalty: 734.395569
	Iteration 0F: 3 clusters Score -264162.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -264883.093750 Penalty: 734.395569
	Iteration 1F: 3 clusters Score -264883.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -264980.531250 Penalty: 734.395569
	Iteration 2F: 3 clusters Score -264980.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -265056.875000 Penalty: 734.395569
	Iteration 3F: 3 clusters Score -265056.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -265131.375000 Penalty: 734.395569
	Iteration 4Q: 3 clusters Score -265131.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -265203.031250 Penalty: 734.395569
	Iteration 5Q: 3 clusters Score -265203 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -265274.437500 Penalty: 734.395569
	Iteration 6Q: 3 clusters Score -265274.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -265360.062500 Penalty: 734.395569
	Iteration 7Q: 3 clusters Score -265360.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -265453.500000 Penalty: 734.395569
	Iteration 8Q: 3 clusters Score -265453.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -265562.781250 Penalty: 734.395569
	Iteration 9Q: 3 clusters Score -265562.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265665.843750 Penalty: 734.395569
	Iteration 10Q: 3 clusters Score -265665.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -265747.843750 Penalty: 734.395569
	Iteration 11Q: 3 clusters Score -265747.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -265785.718750 Penalty: 734.395569
	Iteration 12Q: 3 clusters Score -265785.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -265801.250000 Penalty: 734.395569
	Iteration 13Q: 3 clusters Score -265801.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -265814.937500 Penalty: 734.395569
	Iteration 14Q: 3 clusters Score -265814.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -265819.343750 Penalty: 734.395569
	Iteration 15Q: 3 clusters Score -265819.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -265822.125000 Penalty: 734.395569
	Iteration 16Q: 3 clusters Score -265822.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -265830.875000 Penalty: 734.395569
	Iteration 17Q: 3 clusters Score -265830.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -265836.906250 Penalty: 734.395569
	Iteration 18Q: 3 clusters Score -265836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -265846.125000 Penalty: 734.395569
	Iteration 19Q: 3 clusters Score -265846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -265856.406250 Penalty: 734.395569
	Iteration 20F: 3 clusters Score -265856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -265868.093750 Penalty: 734.395569
	Iteration 21Q: 3 clusters Score -265868.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -265878.937500 Penalty: 734.395569
	Iteration 22Q: 3 clusters Score -265878.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -265889.000000 Penalty: 734.395569
	Iteration 23Q: 3 clusters Score -265889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -265892.093750 Penalty: 734.395569
	Iteration 24Q: 3 clusters Score -265892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -265893.000000 Penalty: 734.395569
	Iteration 25Q: 3 clusters Score -265893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -265896.406250 Penalty: 734.395569
	Iteration 26Q: 3 clusters Score -265896.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -265901.281250 Penalty: 734.395569
	Iteration 27Q: 3 clusters Score -265901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -265907.593750 Penalty: 734.395569
	Iteration 28Q: 3 clusters Score -265907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -265916.625000 Penalty: 734.395569
	Iteration 29Q: 3 clusters Score -265916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -265928.250000 Penalty: 734.395569
	Iteration 30Q: 3 clusters Score -265928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -265942.281250 Penalty: 734.395569
	Iteration 31Q: 3 clusters Score -265942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -265955.875000 Penalty: 734.395569
	Iteration 32Q: 3 clusters Score -265955.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -265963.031250 Penalty: 734.395569
	Iteration 33Q: 3 clusters Score -265963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -265966.625000 Penalty: 734.395569
	Iteration 34Q: 3 clusters Score -265966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -265969.312500 Penalty: 734.395569
	Iteration 35Q: 3 clusters Score -265969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -265969.437500 Penalty: 734.395569
	Iteration 36Q: 3 clusters Score -265969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -265972.218750 Penalty: 734.395569
	Iteration 37Q: 3 clusters Score -265972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -265973.000000 Penalty: 734.395569
	Iteration 38Q: 3 clusters Score -265973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -265973.500000 Penalty: 734.395569
	Iteration 39Q: 3 clusters Score -265973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -265973.968750 Penalty: 734.395569
	Iteration 40F: 3 clusters Score -265974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -265976.093750 Penalty: 734.395569
	Iteration 41Q: 3 clusters Score -265976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -265977.875000 Penalty: 734.395569
	Iteration 42Q: 3 clusters Score -265977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -265979.656250 Penalty: 734.395569
	Iteration 43Q: 3 clusters Score -265979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -265980.437500 Penalty: 734.395569
	Iteration 44Q: 3 clusters Score -265980.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -265981.625000 Penalty: 734.395569
	Iteration 45Q: 3 clusters Score -265981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -265981.718750 Penalty: 734.395569
	Iteration 46Q: 3 clusters Score -265981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -265983.562500 Penalty: 734.395569
	Iteration 47Q: 3 clusters Score -265983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -265987.062500 Penalty: 734.395569
	Iteration 48Q: 3 clusters Score -265987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -265990.218750 Penalty: 734.395569
	Iteration 49Q: 3 clusters Score -265990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -265992.937500 Penalty: 734.395569
	Iteration 50Q: 3 clusters Score -265992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -265994.062500 Penalty: 734.395569
	Iteration 51Q: 3 clusters Score -265994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -265997.250000 Penalty: 734.395569
	Iteration 52Q: 3 clusters Score -265997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -266004.437500 Penalty: 734.395569
	Iteration 53Q: 3 clusters Score -266004.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -266008.812500 Penalty: 734.395569
	Iteration 54Q: 3 clusters Score -266008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -266011.406250 Penalty: 734.395569
	Iteration 55Q: 3 clusters Score -266011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -266013.187500 Penalty: 734.395569
	Iteration 56Q: 3 clusters Score -266013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -266015.718750 Penalty: 734.395569
	Iteration 57Q: 3 clusters Score -266015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -266020.187500 Penalty: 734.395569
	Iteration 58Q: 3 clusters Score -266020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -266024.843750 Penalty: 734.395569
	Iteration 59Q: 3 clusters Score -266024.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -266028.312500 Penalty: 734.395569
	Iteration 60F: 3 clusters Score -266028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -266031.312500 Penalty: 734.395569
	Iteration 61Q: 3 clusters Score -266031.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -266029.062500 Penalty: 734.395569
	Iteration 62Q: 3 clusters Score -266029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -266032.812500 Penalty: 734.395569
	Iteration 63Q: 3 clusters Score -266032.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -266034.156250 Penalty: 734.395569
	Iteration 64Q: 3 clusters Score -266034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -266033.218750 Penalty: 734.395569
	Iteration 65Q: 3 clusters Score -266033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -266036.250000 Penalty: 734.395569
	Iteration 66Q: 3 clusters Score -266036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -266037.031250 Penalty: 734.395569
	Iteration 67Q: 3 clusters Score -266037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -266040.500000 Penalty: 734.395569
	Iteration 68Q: 3 clusters Score -266040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -266039.625000 Penalty: 734.395569
	Iteration 69Q: 3 clusters Score -266039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -266038.250000 Penalty: 734.395569
	Iteration 70Q: 3 clusters Score -266038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -266038.250000 Penalty: 734.395569
	Iteration 71F: 3 clusters Score -266038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Entering Unmasked Estep 
Score: -536961.500000 Penalty: 400.760376
	Iteration 0F: 2 clusters Score -536961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -532477.625000 Penalty: 801.520752
	Iteration 0F: 3 clusters Score -532477.6 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -534129.187500 Penalty: 801.520752
	Iteration 1F: 3 clusters Score -534129.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -534311.312500 Penalty: 801.520752
	Iteration 2F: 3 clusters Score -534311.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -534558.437500 Penalty: 801.520752
	Iteration 3F: 3 clusters Score -534558.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -534923.000000 Penalty: 801.520752
	Iteration 4F: 3 clusters Score -534923 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -535377.625000 Penalty: 801.520752
	Iteration 5F: 3 clusters Score -535377.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -535842.562500 Penalty: 801.520752
	Iteration 6F: 3 clusters Score -535842.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -536199.812500 Penalty: 801.520752
	Iteration 7F: 3 clusters Score -536199.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -536412.625000 Penalty: 801.520752
	Iteration 8Q: 3 clusters Score -536412.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -536515.937500 Penalty: 801.520752
	Iteration 9Q: 3 clusters Score -536515.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -536565.125000 Penalty: 801.520752
	Iteration 10Q: 3 clusters Score -536565.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -536595.500000 Penalty: 801.520752
	Iteration 11Q: 3 clusters Score -536595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -536614.375000 Penalty: 801.520752
	Iteration 12Q: 3 clusters Score -536614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -536621.750000 Penalty: 801.520752
	Iteration 13Q: 3 clusters Score -536621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -536623.875000 Penalty: 801.520752
	Iteration 14Q: 3 clusters Score -536623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -536623.687500 Penalty: 801.520752
	Iteration 15Q: 3 clusters Score -536623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -536623.687500 Penalty: 801.520752
	Iteration 16F: 3 clusters Score -536623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9938.952148 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9938.952 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 78 members 
Entering Unmasked Estep 
Score: -9708.937500 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9708.938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9779.735352 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9779.735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9816.304688 Penalty: 460.118378
	Iteration 2F: 3 clusters Score -9816.305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9841.020508 Penalty: 460.118378
	Iteration 3F: 3 clusters Score -9841.021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -9869.491211 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9869.491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9876.819336 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9876.819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9895.619141 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9895.619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9899.653320 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9899.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9899.653320 Penalty: 460.118378
	Iteration 8F: 3 clusters Score -9899.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -67806.039062 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -67806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66999.921875 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -66999.92 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67252.398438 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -67252.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67319.859375 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -67319.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67373.656250 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -67373.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67428.296875 Penalty: 629.150085
	Iteration 4F: 3 clusters Score -67428.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67472.062500 Penalty: 629.150085
	Iteration 5F: 3 clusters Score -67472.06 nChanged 30
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: -67491.007812 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -67491.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67505.046875 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -67505.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67513.382812 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -67513.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67518.781250 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -67518.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67523.000000 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -67523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67527.023438 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -67527.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67530.046875 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -67530.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67531.945312 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -67531.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67534.898438 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -67534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67535.734375 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -67535.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67536.500000 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -67536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67536.640625 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -67536.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67536.640625 Penalty: 629.150085
	Iteration 18F: 3 clusters Score -67536.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (6393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Entering Unmasked Estep 
Score: -528135.375000 Penalty: 398.714600
	Iteration 0F: 2 clusters Score -528135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -523987.156250 Penalty: 797.429199
	Iteration 0F: 3 clusters Score -523987.2 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -525906.875000 Penalty: 797.429199
	Iteration 1F: 3 clusters Score -525906.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -526591.125000 Penalty: 797.429199
	Iteration 2F: 3 clusters Score -526591.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -527266.687500 Penalty: 797.429199
	Iteration 3F: 3 clusters Score -527266.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -527511.375000 Penalty: 797.429199
	Iteration 4F: 3 clusters Score -527511.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -527583.500000 Penalty: 797.429199
	Iteration 5Q: 3 clusters Score -527583.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -527622.937500 Penalty: 797.429199
	Iteration 6Q: 3 clusters Score -527622.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -527663.125000 Penalty: 797.429199
	Iteration 7Q: 3 clusters Score -527663.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -527675.125000 Penalty: 797.429199
	Iteration 8Q: 3 clusters Score -527675.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -527685.312500 Penalty: 797.429199
	Iteration 9Q: 3 clusters Score -527685.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -527694.812500 Penalty: 797.429199
	Iteration 10Q: 3 clusters Score -527694.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -527701.187500 Penalty: 797.429199
	Iteration 11Q: 3 clusters Score -527701.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -527723.250000 Penalty: 797.429199
	Iteration 12Q: 3 clusters Score -527723.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -527721.937500 Penalty: 797.429199
	Iteration 13Q: 3 clusters Score -527721.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -527743.500000 Penalty: 797.429199
	Iteration 14Q: 3 clusters Score -527743.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -527750.750000 Penalty: 797.429199
	Iteration 15Q: 3 clusters Score -527750.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -527756.000000 Penalty: 797.429199
	Iteration 16Q: 3 clusters Score -527756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -527755.187500 Penalty: 797.429199
	Iteration 17Q: 3 clusters Score -527755.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -527751.437500 Penalty: 797.429199
	Iteration 18Q: 3 clusters Score -527751.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -527757.000000 Penalty: 797.429199
	Iteration 19Q: 3 clusters Score -527757 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -527750.062500 Penalty: 797.429199
	Iteration 20F: 3 clusters Score -527750.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -527755.375000 Penalty: 797.429199
	Iteration 21Q: 3 clusters Score -527755.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -527750.812500 Penalty: 797.429199
	Iteration 22Q: 3 clusters Score -527750.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -527758.312500 Penalty: 797.429199
	Iteration 23Q: 3 clusters Score -527758.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -527761.562500 Penalty: 797.429199
	Iteration 24Q: 3 clusters Score -527761.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -527769.125000 Penalty: 797.429199
	Iteration 25Q: 3 clusters Score -527769.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -527760.437500 Penalty: 797.429199
	Iteration 26Q: 3 clusters Score -527760.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -527746.187500 Penalty: 797.429199
	Iteration 27Q: 3 clusters Score -527746.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -527744.312500 Penalty: 797.429199
	Iteration 28Q: 3 clusters Score -527744.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -527719.562500 Penalty: 797.429199
	Iteration 29Q: 3 clusters Score -527719.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -527694.875000 Penalty: 797.429199
	Iteration 30Q: 3 clusters Score -527694.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -527672.187500 Penalty: 797.429199
	Iteration 31Q: 3 clusters Score -527672.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -527674.250000 Penalty: 797.429199
	Iteration 32Q: 3 clusters Score -527674.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -527742.937500 Penalty: 797.429199
	Iteration 33Q: 3 clusters Score -527742.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -527762.500000 Penalty: 797.429199
	Iteration 34Q: 3 clusters Score -527762.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -527768.625000 Penalty: 797.429199
	Iteration 35Q: 3 clusters Score -527768.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -527765.437500 Penalty: 797.429199
	Iteration 36Q: 3 clusters Score -527765.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -527771.250000 Penalty: 797.429199
	Iteration 37Q: 3 clusters Score -527771.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -527784.687500 Penalty: 797.429199
	Iteration 38Q: 3 clusters Score -527784.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -527793.375000 Penalty: 797.429199
	Iteration 39Q: 3 clusters Score -527793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -527789.500000 Penalty: 797.429199
	Iteration 40F: 3 clusters Score -527789.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -527791.625000 Penalty: 797.429199
	Iteration 41Q: 3 clusters Score -527791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -527793.625000 Penalty: 797.429199
	Iteration 42Q: 3 clusters Score -527793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -527795.250000 Penalty: 797.429199
	Iteration 43Q: 3 clusters Score -527795.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -527799.250000 Penalty: 797.429199
	Iteration 44Q: 3 clusters Score -527799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -527802.562500 Penalty: 797.429199
	Iteration 45Q: 3 clusters Score -527802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -527800.562500 Penalty: 797.429199
	Iteration 46Q: 3 clusters Score -527800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -527795.750000 Penalty: 797.429199
	Iteration 47Q: 3 clusters Score -527795.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -527794.750000 Penalty: 797.429199
	Iteration 48Q: 3 clusters Score -527794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -527801.812500 Penalty: 797.429199
	Iteration 49Q: 3 clusters Score -527801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -527796.562500 Penalty: 797.429199
	Iteration 50Q: 3 clusters Score -527796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -527801.687500 Penalty: 797.429199
	Iteration 51Q: 3 clusters Score -527801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -527801.687500 Penalty: 797.429199
	Iteration 52F: 3 clusters Score -527801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Entering Unmasked Estep 
Score: -2232650.500000 Penalty: 465.220581
	Iteration 0F: 2 clusters Score -2232650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2215166.000000 Penalty: 930.441162
	Iteration 0F: 3 clusters Score -2215166 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2223306.250000 Penalty: 930.441162
	Iteration 1F: 3 clusters Score -2223306 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2224236.000000 Penalty: 930.441162
	Iteration 2F: 3 clusters Score -2224236 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2225776.750000 Penalty: 930.441162
	Iteration 3F: 3 clusters Score -2225777 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2227815.750000 Penalty: 930.441162
	Iteration 4F: 3 clusters Score -2227816 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2229981.500000 Penalty: 930.441162
	Iteration 5F: 3 clusters Score -2229982 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2231436.500000 Penalty: 930.441162
	Iteration 6F: 3 clusters Score -2231436 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2231933.500000 Penalty: 930.441162
	Iteration 7Q: 3 clusters Score -2231934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2232099.500000 Penalty: 930.441162
	Iteration 8Q: 3 clusters Score -2232100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2232187.500000 Penalty: 930.441162
	Iteration 9Q: 3 clusters Score -2232188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2232205.500000 Penalty: 930.441162
	Iteration 10Q: 3 clusters Score -2232206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2232221.500000 Penalty: 930.441162
	Iteration 11Q: 3 clusters Score -2232222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2232237.500000 Penalty: 930.441162
	Iteration 12Q: 3 clusters Score -2232238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2232239.250000 Penalty: 930.441162
	Iteration 13Q: 3 clusters Score -2232239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2232241.750000 Penalty: 930.441162
	Iteration 14Q: 3 clusters Score -2232242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2232243.000000 Penalty: 930.441162
	Iteration 15Q: 3 clusters Score -2232243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2232243.000000 Penalty: 930.441162
	Iteration 16F: 3 clusters Score -2232243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -145072.968750 Penalty: 346.428741
	Iteration 0F: 2 clusters Score -145073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -143592.640625 Penalty: 692.857483
	Iteration 0F: 3 clusters Score -143592.6 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144037.546875 Penalty: 692.857483
	Iteration 1F: 3 clusters Score -144037.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -144103.859375 Penalty: 692.857483
	Iteration 2F: 3 clusters Score -144103.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -144149.109375 Penalty: 692.857483
	Iteration 3F: 3 clusters Score -144149.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -144187.125000 Penalty: 692.857483
	Iteration 4Q: 3 clusters Score -144187.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -144234.671875 Penalty: 692.857483
	Iteration 5Q: 3 clusters Score -144234.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -144284.687500 Penalty: 692.857483
	Iteration 6Q: 3 clusters Score -144284.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -144332.171875 Penalty: 692.857483
	Iteration 7Q: 3 clusters Score -144332.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -144374.953125 Penalty: 692.857483
	Iteration 8Q: 3 clusters Score -144375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -144425.750000 Penalty: 692.857483
	Iteration 9Q: 3 clusters Score -144425.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -144477.703125 Penalty: 692.857483
	Iteration 10Q: 3 clusters Score -144477.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -144525.843750 Penalty: 692.857483
	Iteration 11Q: 3 clusters Score -144525.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -144569.296875 Penalty: 692.857483
	Iteration 12Q: 3 clusters Score -144569.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -144616.328125 Penalty: 692.857483
	Iteration 13Q: 3 clusters Score -144616.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -144668.640625 Penalty: 692.857483
	Iteration 14Q: 3 clusters Score -144668.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -144696.890625 Penalty: 692.857483
	Iteration 15Q: 3 clusters Score -144696.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -144714.375000 Penalty: 692.857483
	Iteration 16Q: 3 clusters Score -144714.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -144729.828125 Penalty: 692.857483
	Iteration 17Q: 3 clusters Score -144729.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -144741.062500 Penalty: 692.857483
	Iteration 18Q: 3 clusters Score -144741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -144748.468750 Penalty: 692.857483
	Iteration 19Q: 3 clusters Score -144748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -144752.125000 Penalty: 692.857483
	Iteration 20F: 3 clusters Score -144752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -144758.062500 Penalty: 692.857483
	Iteration 21Q: 3 clusters Score -144758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -144762.265625 Penalty: 692.857483
	Iteration 22Q: 3 clusters Score -144762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -144767.593750 Penalty: 692.857483
	Iteration 23Q: 3 clusters Score -144767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -144770.890625 Penalty: 692.857483
	Iteration 24Q: 3 clusters Score -144770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -144773.187500 Penalty: 692.857483
	Iteration 25Q: 3 clusters Score -144773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -144775.593750 Penalty: 692.857483
	Iteration 26Q: 3 clusters Score -144775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -144779.765625 Penalty: 692.857483
	Iteration 27Q: 3 clusters Score -144779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -144783.953125 Penalty: 692.857483
	Iteration 28Q: 3 clusters Score -144784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -144787.312500 Penalty: 692.857483
	Iteration 29Q: 3 clusters Score -144787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -144788.609375 Penalty: 692.857483
	Iteration 30Q: 3 clusters Score -144788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -144788.609375 Penalty: 692.857483
	Iteration 31F: 3 clusters Score -144788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -15180.996094 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14797.192383 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14797.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14960.942383 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -14960.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15000.296875 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15000.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15046.708984 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15046.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15121.222656 Penalty: 533.590454
	Iteration 4F: 3 clusters Score -15121.22 nChanged 11
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: -15141.087891 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15141.09 nChanged 6
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: -15148.051758 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15148.05 nChanged 7
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: -15156.750977 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15156.75 nChanged 2
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: -15158.990234 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15158.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15162.771484 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15162.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15167.905273 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15167.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15168.980469 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15168.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15168.980469 Penalty: 533.590454
	Iteration 12F: 3 clusters Score -15168.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -24511.382812 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -24511.38 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 198 members 
Entering Unmasked Estep 
Score: -24106.507812 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -24106.51 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24229.945312 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -24229.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24255.224609 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -24255.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24272.724609 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -24272.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24284.095703 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -24284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24292.490234 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -24292.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24295.763672 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -24295.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -24306.060547 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -24306.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -24311.156250 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -24311.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -24313.054688 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -24313.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24313.265625 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -24313.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24313.265625 Penalty: 545.903259
	Iteration 11F: 3 clusters Score -24313.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -136699.328125 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -136699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -135334.796875 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -135334.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -135936.421875 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -135936.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -136072.093750 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -136072.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -136165.968750 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -136166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -136248.906250 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -136248.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -136323.703125 Penalty: 686.293152
	Iteration 5Q: 3 clusters Score -136323.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -136386.140625 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -136386.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -136438.765625 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -136438.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -136470.718750 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -136470.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -136495.703125 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -136495.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -136503.296875 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -136503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -136506.125000 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -136506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -136506.671875 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -136506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -136507.781250 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -136507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -136509.687500 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -136509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -136509.781250 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -136509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -136509.781250 Penalty: 686.293152
	Iteration 16F: 3 clusters Score -136509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10540.929688 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10251.147461 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10251.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10346.269531 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10346.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10383.256836 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10383.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10401.015625 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -10401.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10409.182617 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10409.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10417.453125 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10417.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10426.155273 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10426.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10428.391602 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -10428.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10446.696289 Penalty: 490.820129
	Iteration 8Q: 3 clusters Score -10446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10476.565430 Penalty: 490.820129
	Iteration 9Q: 3 clusters Score -10476.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10494.752930 Penalty: 490.820129
	Iteration 10Q: 3 clusters Score -10494.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10499.032227 Penalty: 490.820129
	Iteration 11Q: 3 clusters Score -10499.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10500.994141 Penalty: 490.820129
	Iteration 12Q: 3 clusters Score -10500.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10500.994141 Penalty: 490.820129
	Iteration 13F: 3 clusters Score -10500.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14508.612305 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14508.61 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14577.087891 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14577.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14594.234375 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14594.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14597.718750 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -14597.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14604.478516 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14604.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14605.223633 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14605.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14605.622070 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -14605.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14610.229492 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -14610.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14612.871094 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -14612.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14613.271484 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -14613.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14613.271484 Penalty: 497.208710
	Iteration 10F: 3 clusters Score -14613.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (15852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Entering Unmasked Estep 
Score: -1296172.500000 Penalty: 440.032837
	Iteration 0F: 2 clusters Score -1296172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1285621.000000 Penalty: 880.065674
	Iteration 0F: 3 clusters Score -1285621 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1290037.375000 Penalty: 880.065674
	Iteration 1F: 3 clusters Score -1290037 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1290515.125000 Penalty: 880.065674
	Iteration 2F: 3 clusters Score -1290515 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1291204.625000 Penalty: 880.065674
	Iteration 3F: 3 clusters Score -1291205 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1292259.625000 Penalty: 880.065674
	Iteration 4F: 3 clusters Score -1292260 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1293401.000000 Penalty: 880.065674
	Iteration 5F: 3 clusters Score -1293401 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1294378.875000 Penalty: 880.065674
	Iteration 6F: 3 clusters Score -1294379 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1294993.875000 Penalty: 880.065674
	Iteration 7Q: 3 clusters Score -1294994 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1295271.750000 Penalty: 880.065674
	Iteration 8Q: 3 clusters Score -1295272 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1295454.500000 Penalty: 880.065674
	Iteration 9Q: 3 clusters Score -1295454 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1295578.875000 Penalty: 880.065674
	Iteration 10Q: 3 clusters Score -1295579 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1295645.750000 Penalty: 880.065674
	Iteration 11Q: 3 clusters Score -1295646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1295704.875000 Penalty: 880.065674
	Iteration 12Q: 3 clusters Score -1295705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1295755.000000 Penalty: 880.065674
	Iteration 13Q: 3 clusters Score -1295755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1295778.750000 Penalty: 880.065674
	Iteration 14Q: 3 clusters Score -1295779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1295794.500000 Penalty: 880.065674
	Iteration 15Q: 3 clusters Score -1295794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1295805.375000 Penalty: 880.065674
	Iteration 16Q: 3 clusters Score -1295805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1295814.250000 Penalty: 880.065674
	Iteration 17Q: 3 clusters Score -1295814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1295820.000000 Penalty: 880.065674
	Iteration 18Q: 3 clusters Score -1295820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1295827.500000 Penalty: 880.065674
	Iteration 19Q: 3 clusters Score -1295828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1295828.250000 Penalty: 880.065674
	Iteration 20F: 3 clusters Score -1295828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1295833.125000 Penalty: 880.065674
	Iteration 21Q: 3 clusters Score -1295833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1295836.125000 Penalty: 880.065674
	Iteration 22Q: 3 clusters Score -1295836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1295840.375000 Penalty: 880.065674
	Iteration 23Q: 3 clusters Score -1295840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1295839.375000 Penalty: 880.065674
	Iteration 24Q: 3 clusters Score -1295839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1295839.375000 Penalty: 880.065674
	Iteration 25F: 3 clusters Score -1295839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14107.879883 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -14107.88 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 110 members 
Entering Unmasked Estep 
Score: -13835.124023 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -13835.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13911.996094 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -13912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13936.981445 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -13936.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13940.432617 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -13940.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13940.900391 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -13940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13944.236328 Penalty: 489.989075
	Iteration 5Q: 3 clusters Score -13944.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13946.189453 Penalty: 489.989075
	Iteration 6Q: 3 clusters Score -13946.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13946.189453 Penalty: 489.989075
	Iteration 7F: 3 clusters Score -13946.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -529312.875000 Penalty: 399.665436
	Iteration 0F: 2 clusters Score -529312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -524941.937500 Penalty: 799.330872
	Iteration 0F: 3 clusters Score -524941.9 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -526819.000000 Penalty: 799.330872
	Iteration 1F: 3 clusters Score -526819 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -527068.750000 Penalty: 799.330872
	Iteration 2F: 3 clusters Score -527068.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -527413.937500 Penalty: 799.330872
	Iteration 3F: 3 clusters Score -527413.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -527869.375000 Penalty: 799.330872
	Iteration 4F: 3 clusters Score -527869.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -528391.187500 Penalty: 799.330872
	Iteration 5F: 3 clusters Score -528391.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -528749.312500 Penalty: 799.330872
	Iteration 6F: 3 clusters Score -528749.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -528876.875000 Penalty: 799.330872
	Iteration 7Q: 3 clusters Score -528876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -528929.187500 Penalty: 799.330872
	Iteration 8Q: 3 clusters Score -528929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -528954.250000 Penalty: 799.330872
	Iteration 9Q: 3 clusters Score -528954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -528969.187500 Penalty: 799.330872
	Iteration 10Q: 3 clusters Score -528969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -528969.625000 Penalty: 799.330872
	Iteration 11Q: 3 clusters Score -528969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -528970.062500 Penalty: 799.330872
	Iteration 12Q: 3 clusters Score -528970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -528970.062500 Penalty: 799.330872
	Iteration 13F: 3 clusters Score -528970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -191563.171875 Penalty: 352.633362
	Iteration 0F: 2 clusters Score -191563.2 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 1184 members 
Entering Unmasked Estep 
Score: -189921.453125 Penalty: 705.266724
	Iteration 0F: 3 clusters Score -189921.5 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -190442.421875 Penalty: 705.266724
	Iteration 1F: 3 clusters Score -190442.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -190530.109375 Penalty: 705.266724
	Iteration 2F: 3 clusters Score -190530.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -190603.796875 Penalty: 705.266724
	Iteration 3F: 3 clusters Score -190603.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -190668.578125 Penalty: 705.266724
	Iteration 4Q: 3 clusters Score -190668.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -190731.093750 Penalty: 705.266724
	Iteration 5Q: 3 clusters Score -190731.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -190786.593750 Penalty: 705.266724
	Iteration 6Q: 3 clusters Score -190786.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -190838.109375 Penalty: 705.266724
	Iteration 7Q: 3 clusters Score -190838.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -190881.031250 Penalty: 705.266724
	Iteration 8Q: 3 clusters Score -190881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -190927.671875 Penalty: 705.266724
	Iteration 9Q: 3 clusters Score -190927.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -190970.546875 Penalty: 705.266724
	Iteration 10Q: 3 clusters Score -190970.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -191018.984375 Penalty: 705.266724
	Iteration 11Q: 3 clusters Score -191019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -191050.812500 Penalty: 705.266724
	Iteration 12Q: 3 clusters Score -191050.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -191086.562500 Penalty: 705.266724
	Iteration 13Q: 3 clusters Score -191086.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -191122.781250 Penalty: 705.266724
	Iteration 14Q: 3 clusters Score -191122.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -191148.703125 Penalty: 705.266724
	Iteration 15Q: 3 clusters Score -191148.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -191169.593750 Penalty: 705.266724
	Iteration 16Q: 3 clusters Score -191169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -191186.687500 Penalty: 705.266724
	Iteration 17Q: 3 clusters Score -191186.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -191203.734375 Penalty: 705.266724
	Iteration 18Q: 3 clusters Score -191203.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -191213.500000 Penalty: 705.266724
	Iteration 19Q: 3 clusters Score -191213.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -191221.718750 Penalty: 705.266724
	Iteration 20F: 3 clusters Score -191221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -191229.171875 Penalty: 705.266724
	Iteration 21Q: 3 clusters Score -191229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -191237.671875 Penalty: 705.266724
	Iteration 22Q: 3 clusters Score -191237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -191242.093750 Penalty: 705.266724
	Iteration 23Q: 3 clusters Score -191242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -191243.984375 Penalty: 705.266724
	Iteration 24Q: 3 clusters Score -191244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -191245.312500 Penalty: 705.266724
	Iteration 25Q: 3 clusters Score -191245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -191247.125000 Penalty: 705.266724
	Iteration 26Q: 3 clusters Score -191247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -191249.578125 Penalty: 705.266724
	Iteration 27Q: 3 clusters Score -191249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -191252.828125 Penalty: 705.266724
	Iteration 28Q: 3 clusters Score -191252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -191252.515625 Penalty: 705.266724
	Iteration 29Q: 3 clusters Score -191252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -191252.515625 Penalty: 705.266724
	Iteration 30F: 3 clusters Score -191252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -40154.804688 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -40154.8 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 274 members 
Entering Unmasked Estep 
Score: -39652.746094 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -39652.75 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -39770.636719 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -39770.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -39804.171875 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -39804.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39829.945312 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -39829.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39854.812500 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -39854.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -39877.261719 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -39877.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -39900.132812 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -39900.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -39912.824219 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -39912.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -39925.488281 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -39925.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39934.250000 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -39934.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39944.734375 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -39944.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39950.937500 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -39950.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -39952.468750 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -39952.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -39955.734375 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -39955.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39956.406250 Penalty: 572.025818
	Iteration 14Q: 3 clusters Score -39956.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -39956.406250 Penalty: 572.025818
	Iteration 15F: 3 clusters Score -39956.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9760.192383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9760.192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9527.919922 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9527.92 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9647.377930 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9647.378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9727.919922 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9727.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9762.233398 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9762.233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9776.742188 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9776.742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9778.478516 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9778.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9778.478516 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -9778.479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 12893 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14084 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6393 members 
Mstep: Class 47 contains 27574 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15852 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6528 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 77 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 34094 members 
Mstep: Class 62 contains 12209 members 
Mstep: Class 63 contains 13695 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20339 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4152 members 
Mstep: Class 74 contains 4407 members 
Mstep: Class 75 contains 19632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18407 members 
Mstep: Class 78 contains 113 members 
Entering Unmasked Estep 
Score: -42175560.000000 Penalty: 46951.042969
Splitting cluster 59 changes total score from -42175976.000000 to -42175560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 60 (17743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Entering Unmasked Estep 
Score: -1432882.375000 Penalty: 445.160461
	Iteration 0F: 2 clusters Score -1432882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1421176.000000 Penalty: 890.320923
	Iteration 0F: 3 clusters Score -1421176 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1426267.500000 Penalty: 890.320923
	Iteration 1F: 3 clusters Score -1426268 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1426849.875000 Penalty: 890.320923
	Iteration 2F: 3 clusters Score -1426850 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1427695.875000 Penalty: 890.320923
	Iteration 3F: 3 clusters Score -1427696 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1428620.625000 Penalty: 890.320923
	Iteration 4F: 3 clusters Score -1428621 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1429428.375000 Penalty: 890.320923
	Iteration 5F: 3 clusters Score -1429428 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1429850.500000 Penalty: 890.320923
	Iteration 6Q: 3 clusters Score -1429850 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1430013.500000 Penalty: 890.320923
	Iteration 7Q: 3 clusters Score -1430014 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1430096.500000 Penalty: 890.320923
	Iteration 8Q: 3 clusters Score -1430096 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1430174.125000 Penalty: 890.320923
	Iteration 9Q: 3 clusters Score -1430174 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1430262.500000 Penalty: 890.320923
	Iteration 10Q: 3 clusters Score -1430262 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1430381.500000 Penalty: 890.320923
	Iteration 11Q: 3 clusters Score -1430382 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1430515.500000 Penalty: 890.320923
	Iteration 12Q: 3 clusters Score -1430516 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1430682.125000 Penalty: 890.320923
	Iteration 13Q: 3 clusters Score -1430682 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1430889.750000 Penalty: 890.320923
	Iteration 14Q: 3 clusters Score -1430890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1431154.500000 Penalty: 890.320923
	Iteration 15Q: 3 clusters Score -1431154 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1431468.875000 Penalty: 890.320923
	Iteration 16Q: 3 clusters Score -1431469 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1431698.625000 Penalty: 890.320923
	Iteration 17Q: 3 clusters Score -1431699 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1431834.625000 Penalty: 890.320923
	Iteration 18Q: 3 clusters Score -1431835 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1431897.750000 Penalty: 890.320923
	Iteration 19Q: 3 clusters Score -1431898 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1431925.250000 Penalty: 890.320923
	Iteration 20F: 3 clusters Score -1431925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1431945.125000 Penalty: 890.320923
	Iteration 21Q: 3 clusters Score -1431945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1431961.125000 Penalty: 890.320923
	Iteration 22Q: 3 clusters Score -1431961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1431970.375000 Penalty: 890.320923
	Iteration 23Q: 3 clusters Score -1431970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1431975.750000 Penalty: 890.320923
	Iteration 24Q: 3 clusters Score -1431976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1431978.875000 Penalty: 890.320923
	Iteration 25Q: 3 clusters Score -1431979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1431976.250000 Penalty: 890.320923
	Iteration 26Q: 3 clusters Score -1431976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1431977.250000 Penalty: 890.320923
	Iteration 27Q: 3 clusters Score -1431977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1431974.125000 Penalty: 890.320923
	Iteration 28Q: 3 clusters Score -1431974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1431978.000000 Penalty: 890.320923
	Iteration 29Q: 3 clusters Score -1431978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1431977.750000 Penalty: 890.320923
	Iteration 30Q: 3 clusters Score -1431978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1431977.250000 Penalty: 890.320923
	Iteration 31Q: 3 clusters Score -1431977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1431978.000000 Penalty: 890.320923
	Iteration 32Q: 3 clusters Score -1431978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1431976.625000 Penalty: 890.320923
	Iteration 33Q: 3 clusters Score -1431977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1431978.125000 Penalty: 890.320923
	Iteration 34Q: 3 clusters Score -1431978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1431977.125000 Penalty: 890.320923
	Iteration 35Q: 3 clusters Score -1431977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1431975.500000 Penalty: 890.320923
	Iteration 36Q: 3 clusters Score -1431976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1431976.875000 Penalty: 890.320923
	Iteration 37Q: 3 clusters Score -1431977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1431978.125000 Penalty: 890.320923
	Iteration 38Q: 3 clusters Score -1431978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1431978.375000 Penalty: 890.320923
	Iteration 39Q: 3 clusters Score -1431978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1431979.375000 Penalty: 890.320923
	Iteration 40F: 3 clusters Score -1431979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1431978.500000 Penalty: 890.320923
	Iteration 41Q: 3 clusters Score -1431978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1431978.500000 Penalty: 890.320923
	Iteration 42F: 3 clusters Score -1431978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (34094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Entering Unmasked Estep 
Score: -2756586.000000 Penalty: 474.877869
	Iteration 0F: 2 clusters Score -2756586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2735840.250000 Penalty: 949.755737
	Iteration 0F: 3 clusters Score -2735840 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2748668.000000 Penalty: 949.755737
	Iteration 1F: 3 clusters Score -2748668 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2752310.500000 Penalty: 949.755737
	Iteration 2F: 3 clusters Score -2752310 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2755264.500000 Penalty: 949.755737
	Iteration 3F: 3 clusters Score -2755264 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2756339.000000 Penalty: 949.755737
	Iteration 4F: 3 clusters Score -2756339 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2756910.250000 Penalty: 949.755737
	Iteration 5Q: 3 clusters Score -2756910 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2757194.250000 Penalty: 949.755737
	Iteration 6Q: 3 clusters Score -2757194 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2757377.000000 Penalty: 949.755737
	Iteration 7Q: 3 clusters Score -2757377 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2757456.750000 Penalty: 949.755737
	Iteration 8Q: 3 clusters Score -2757457 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2757477.750000 Penalty: 949.755737
	Iteration 9Q: 3 clusters Score -2757478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2757524.500000 Penalty: 949.755737
	Iteration 10Q: 3 clusters Score -2757524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2757557.500000 Penalty: 949.755737
	Iteration 11Q: 3 clusters Score -2757558 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2757562.250000 Penalty: 949.755737
	Iteration 12Q: 3 clusters Score -2757562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2757565.000000 Penalty: 949.755737
	Iteration 13Q: 3 clusters Score -2757565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2757568.500000 Penalty: 949.755737
	Iteration 14Q: 3 clusters Score -2757568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2757570.750000 Penalty: 949.755737
	Iteration 15Q: 3 clusters Score -2757571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2757567.500000 Penalty: 949.755737
	Iteration 16Q: 3 clusters Score -2757568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2757575.000000 Penalty: 949.755737
	Iteration 17Q: 3 clusters Score -2757575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2757569.500000 Penalty: 949.755737
	Iteration 18Q: 3 clusters Score -2757570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2757577.000000 Penalty: 949.755737
	Iteration 19Q: 3 clusters Score -2757577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2757582.500000 Penalty: 949.755737
	Iteration 20F: 3 clusters Score -2757582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2757581.000000 Penalty: 949.755737
	Iteration 21Q: 3 clusters Score -2757581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2757578.750000 Penalty: 949.755737
	Iteration 22Q: 3 clusters Score -2757579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2757577.000000 Penalty: 949.755737
	Iteration 23Q: 3 clusters Score -2757577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2757578.250000 Penalty: 949.755737
	Iteration 24Q: 3 clusters Score -2757578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2757579.000000 Penalty: 949.755737
	Iteration 25Q: 3 clusters Score -2757579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2757579.000000 Penalty: 949.755737
	Iteration 26F: 3 clusters Score -2757579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 12893 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14084 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6393 members 
Mstep: Class 47 contains 27574 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15852 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6528 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 14464 members 
Mstep: Class 62 contains 12209 members 
Mstep: Class 63 contains 13695 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20339 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4152 members 
Mstep: Class 74 contains 4407 members 
Mstep: Class 75 contains 19632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18407 members 
Mstep: Class 78 contains 19630 members 
Entering Unmasked Estep 
Score: -42176940.000000 Penalty: 46951.042969
Splitting cluster 61 changes total score from -42175976.000000 to -42176940.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 62 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -996862.937500 Penalty: 428.151733
	Iteration 0F: 2 clusters Score -996862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -988780.562500 Penalty: 856.303467
	Iteration 0F: 3 clusters Score -988780.6 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -992162.750000 Penalty: 856.303467
	Iteration 1F: 3 clusters Score -992162.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -992450.437500 Penalty: 856.303467
	Iteration 2F: 3 clusters Score -992450.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -992839.437500 Penalty: 856.303467
	Iteration 3F: 3 clusters Score -992839.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -993362.500000 Penalty: 856.303467
	Iteration 4F: 3 clusters Score -993362.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -994007.437500 Penalty: 856.303467
	Iteration 5F: 3 clusters Score -994007.4 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -994635.875000 Penalty: 856.303467
	Iteration 6F: 3 clusters Score -994635.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -995063.625000 Penalty: 856.303467
	Iteration 7Q: 3 clusters Score -995063.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -995306.562500 Penalty: 856.303467
	Iteration 8Q: 3 clusters Score -995306.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -995521.937500 Penalty: 856.303467
	Iteration 9Q: 3 clusters Score -995521.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -995774.125000 Penalty: 856.303467
	Iteration 10Q: 3 clusters Score -995774.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -996024.312500 Penalty: 856.303467
	Iteration 11Q: 3 clusters Score -996024.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -996206.000000 Penalty: 856.303467
	Iteration 12Q: 3 clusters Score -996206 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -996301.875000 Penalty: 856.303467
	Iteration 13Q: 3 clusters Score -996301.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -996370.812500 Penalty: 856.303467
	Iteration 14Q: 3 clusters Score -996370.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -996397.250000 Penalty: 856.303467
	Iteration 15Q: 3 clusters Score -996397.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -996420.312500 Penalty: 856.303467
	Iteration 16Q: 3 clusters Score -996420.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -996417.375000 Penalty: 856.303467
	Iteration 17Q: 3 clusters Score -996417.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -996408.000000 Penalty: 856.303467
	Iteration 18Q: 3 clusters Score -996408 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -996409.062500 Penalty: 856.303467
	Iteration 19Q: 3 clusters Score -996409.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -996411.375000 Penalty: 856.303467
	Iteration 20F: 3 clusters Score -996411.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -996400.937500 Penalty: 856.303467
	Iteration 21Q: 3 clusters Score -996400.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -996393.375000 Penalty: 856.303467
	Iteration 22Q: 3 clusters Score -996393.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -996386.250000 Penalty: 856.303467
	Iteration 23Q: 3 clusters Score -996386.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -996386.687500 Penalty: 856.303467
	Iteration 24Q: 3 clusters Score -996386.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -996380.125000 Penalty: 856.303467
	Iteration 25Q: 3 clusters Score -996380.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -996374.625000 Penalty: 856.303467
	Iteration 26Q: 3 clusters Score -996374.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -996363.562500 Penalty: 856.303467
	Iteration 27Q: 3 clusters Score -996363.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -996346.562500 Penalty: 856.303467
	Iteration 28Q: 3 clusters Score -996346.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -996349.750000 Penalty: 856.303467
	Iteration 29Q: 3 clusters Score -996349.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -996339.500000 Penalty: 856.303467
	Iteration 30Q: 3 clusters Score -996339.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -996327.875000 Penalty: 856.303467
	Iteration 31Q: 3 clusters Score -996327.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -996327.500000 Penalty: 856.303467
	Iteration 32Q: 3 clusters Score -996327.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -996323.812500 Penalty: 856.303467
	Iteration 33Q: 3 clusters Score -996323.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -996309.812500 Penalty: 856.303467
	Iteration 34Q: 3 clusters Score -996309.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -996303.437500 Penalty: 856.303467
	Iteration 35Q: 3 clusters Score -996303.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -996292.562500 Penalty: 856.303467
	Iteration 36Q: 3 clusters Score -996292.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -996277.625000 Penalty: 856.303467
	Iteration 37Q: 3 clusters Score -996277.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -996264.062500 Penalty: 856.303467
	Iteration 38Q: 3 clusters Score -996264.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -996266.375000 Penalty: 856.303467
	Iteration 39Q: 3 clusters Score -996266.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -996270.687500 Penalty: 856.303467
	Iteration 40F: 3 clusters Score -996270.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -996284.437500 Penalty: 856.303467
	Iteration 41Q: 3 clusters Score -996284.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -996278.687500 Penalty: 856.303467
	Iteration 42Q: 3 clusters Score -996278.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -996289.500000 Penalty: 856.303467
	Iteration 43Q: 3 clusters Score -996289.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -996292.937500 Penalty: 856.303467
	Iteration 44Q: 3 clusters Score -996292.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -996294.937500 Penalty: 856.303467
	Iteration 45Q: 3 clusters Score -996294.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -996299.625000 Penalty: 856.303467
	Iteration 46Q: 3 clusters Score -996299.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -996336.375000 Penalty: 856.303467
	Iteration 47Q: 3 clusters Score -996336.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -996340.187500 Penalty: 856.303467
	Iteration 48Q: 3 clusters Score -996340.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -996350.125000 Penalty: 856.303467
	Iteration 49Q: 3 clusters Score -996350.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -996364.562500 Penalty: 856.303467
	Iteration 50Q: 3 clusters Score -996364.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -996367.625000 Penalty: 856.303467
	Iteration 51Q: 3 clusters Score -996367.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -996370.062500 Penalty: 856.303467
	Iteration 52Q: 3 clusters Score -996370.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -996364.312500 Penalty: 856.303467
	Iteration 53Q: 3 clusters Score -996364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -996363.437500 Penalty: 856.303467
	Iteration 54Q: 3 clusters Score -996363.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -996363.937500 Penalty: 856.303467
	Iteration 55Q: 3 clusters Score -996363.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -996365.750000 Penalty: 856.303467
	Iteration 56Q: 3 clusters Score -996365.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -996367.250000 Penalty: 856.303467
	Iteration 57Q: 3 clusters Score -996367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -996366.625000 Penalty: 856.303467
	Iteration 58Q: 3 clusters Score -996366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -996367.562500 Penalty: 856.303467
	Iteration 59Q: 3 clusters Score -996367.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -996371.812500 Penalty: 856.303467
	Iteration 60F: 3 clusters Score -996371.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -996365.125000 Penalty: 856.303467
	Iteration 61Q: 3 clusters Score -996365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -996367.625000 Penalty: 856.303467
	Iteration 62Q: 3 clusters Score -996367.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -996368.562500 Penalty: 856.303467
	Iteration 63Q: 3 clusters Score -996368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -996366.625000 Penalty: 856.303467
	Iteration 64Q: 3 clusters Score -996366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -996365.500000 Penalty: 856.303467
	Iteration 65Q: 3 clusters Score -996365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -996369.437500 Penalty: 856.303467
	Iteration 66Q: 3 clusters Score -996369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -996370.812500 Penalty: 856.303467
	Iteration 67Q: 3 clusters Score -996370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -996372.250000 Penalty: 856.303467
	Iteration 68Q: 3 clusters Score -996372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -996368.812500 Penalty: 856.303467
	Iteration 69Q: 3 clusters Score -996368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -996369.500000 Penalty: 856.303467
	Iteration 70Q: 3 clusters Score -996369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -996369.375000 Penalty: 856.303467
	Iteration 71Q: 3 clusters Score -996369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -996370.000000 Penalty: 856.303467
	Iteration 72Q: 3 clusters Score -996370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -996368.500000 Penalty: 856.303467
	Iteration 73Q: 3 clusters Score -996368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -996368.187500 Penalty: 856.303467
	Iteration 74Q: 3 clusters Score -996368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -996365.937500 Penalty: 856.303467
	Iteration 75Q: 3 clusters Score -996365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -996366.937500 Penalty: 856.303467
	Iteration 76Q: 3 clusters Score -996366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -996362.062500 Penalty: 856.303467
	Iteration 77Q: 3 clusters Score -996362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -996362.625000 Penalty: 856.303467
	Iteration 78Q: 3 clusters Score -996362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -996359.437500 Penalty: 856.303467
	Iteration 79Q: 3 clusters Score -996359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -996363.875000 Penalty: 856.303467
	Iteration 80F: 3 clusters Score -996363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (13695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Entering Unmasked Estep 
Score: -1122476.000000 Penalty: 433.377777
	Iteration 0F: 2 clusters Score -1122476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1113460.750000 Penalty: 866.755554
	Iteration 0F: 3 clusters Score -1113461 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1117028.500000 Penalty: 866.755554
	Iteration 1F: 3 clusters Score -1117028 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1117190.000000 Penalty: 866.755554
	Iteration 2Q: 3 clusters Score -1117190 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1117368.125000 Penalty: 866.755554
	Iteration 3Q: 3 clusters Score -1117368 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1117654.875000 Penalty: 866.755554
	Iteration 4Q: 3 clusters Score -1117655 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1118172.875000 Penalty: 866.755554
	Iteration 5F: 3 clusters Score -1118173 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1118900.750000 Penalty: 866.755554
	Iteration 6F: 3 clusters Score -1118901 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1119791.500000 Penalty: 866.755554
	Iteration 7F: 3 clusters Score -1119792 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1120550.625000 Penalty: 866.755554
	Iteration 8F: 3 clusters Score -1120551 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1120986.750000 Penalty: 866.755554
	Iteration 9Q: 3 clusters Score -1120987 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1121242.000000 Penalty: 866.755554
	Iteration 10Q: 3 clusters Score -1121242 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1121417.000000 Penalty: 866.755554
	Iteration 11Q: 3 clusters Score -1121417 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1121528.625000 Penalty: 866.755554
	Iteration 12Q: 3 clusters Score -1121529 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1121598.750000 Penalty: 866.755554
	Iteration 13Q: 3 clusters Score -1121599 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1121642.750000 Penalty: 866.755554
	Iteration 14Q: 3 clusters Score -1121643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1121692.875000 Penalty: 866.755554
	Iteration 15Q: 3 clusters Score -1121693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1121739.375000 Penalty: 866.755554
	Iteration 16Q: 3 clusters Score -1121739 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1121802.000000 Penalty: 866.755554
	Iteration 17Q: 3 clusters Score -1121802 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1121862.375000 Penalty: 866.755554
	Iteration 18Q: 3 clusters Score -1121862 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1121909.250000 Penalty: 866.755554
	Iteration 19Q: 3 clusters Score -1121909 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1121952.250000 Penalty: 866.755554
	Iteration 20F: 3 clusters Score -1121952 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1121992.125000 Penalty: 866.755554
	Iteration 21Q: 3 clusters Score -1121992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1122021.750000 Penalty: 866.755554
	Iteration 22Q: 3 clusters Score -1122022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1122042.500000 Penalty: 866.755554
	Iteration 23Q: 3 clusters Score -1122042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1122050.750000 Penalty: 866.755554
	Iteration 24Q: 3 clusters Score -1122051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1122059.750000 Penalty: 866.755554
	Iteration 25Q: 3 clusters Score -1122060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1122065.500000 Penalty: 866.755554
	Iteration 26Q: 3 clusters Score -1122066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1122071.125000 Penalty: 866.755554
	Iteration 27Q: 3 clusters Score -1122071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1122073.000000 Penalty: 866.755554
	Iteration 28Q: 3 clusters Score -1122073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1122077.625000 Penalty: 866.755554
	Iteration 29Q: 3 clusters Score -1122078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1122078.250000 Penalty: 866.755554
	Iteration 30Q: 3 clusters Score -1122078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1122076.750000 Penalty: 866.755554
	Iteration 31Q: 3 clusters Score -1122077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1122077.875000 Penalty: 866.755554
	Iteration 32Q: 3 clusters Score -1122078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1122077.500000 Penalty: 866.755554
	Iteration 33Q: 3 clusters Score -1122078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1122079.625000 Penalty: 866.755554
	Iteration 34Q: 3 clusters Score -1122080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1122079.875000 Penalty: 866.755554
	Iteration 35Q: 3 clusters Score -1122080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1122079.250000 Penalty: 866.755554
	Iteration 36Q: 3 clusters Score -1122079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1122081.875000 Penalty: 866.755554
	Iteration 37Q: 3 clusters Score -1122082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1122082.125000 Penalty: 866.755554
	Iteration 38Q: 3 clusters Score -1122082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1122081.125000 Penalty: 866.755554
	Iteration 39Q: 3 clusters Score -1122081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1122080.125000 Penalty: 866.755554
	Iteration 40F: 3 clusters Score -1122080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1122080.000000 Penalty: 866.755554
	Iteration 41Q: 3 clusters Score -1122080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1122077.250000 Penalty: 866.755554
	Iteration 42Q: 3 clusters Score -1122077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1122079.750000 Penalty: 866.755554
	Iteration 43Q: 3 clusters Score -1122080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1122081.250000 Penalty: 866.755554
	Iteration 44Q: 3 clusters Score -1122081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1122080.125000 Penalty: 866.755554
	Iteration 45Q: 3 clusters Score -1122080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1122080.125000 Penalty: 866.755554
	Iteration 46F: 3 clusters Score -1122080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6735.103516 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6735.104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6788.611328 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6788.611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6801.495605 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -6801.496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6804.956543 Penalty: 434.132324
	Iteration 3Q: 3 clusters Score -6804.957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6805.941406 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -6805.941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6820.817871 Penalty: 434.132324
	Iteration 5Q: 3 clusters Score -6820.818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6823.714844 Penalty: 434.132324
	Iteration 6Q: 3 clusters Score -6823.715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6823.942871 Penalty: 434.132324
	Iteration 7Q: 3 clusters Score -6823.943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6823.942871 Penalty: 434.132324
	Iteration 8F: 3 clusters Score -6823.943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (20339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Entering Unmasked Estep 
Score: -1652448.625000 Penalty: 451.373444
	Iteration 0F: 2 clusters Score -1652449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1639127.000000 Penalty: 902.746887
	Iteration 0F: 3 clusters Score -1639127 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1644910.250000 Penalty: 902.746887
	Iteration 1F: 3 clusters Score -1644910 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1645205.375000 Penalty: 902.746887
	Iteration 2Q: 3 clusters Score -1645205 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1645596.875000 Penalty: 902.746887
	Iteration 3Q: 3 clusters Score -1645597 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1646256.375000 Penalty: 902.746887
	Iteration 4F: 3 clusters Score -1646256 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1647225.625000 Penalty: 902.746887
	Iteration 5F: 3 clusters Score -1647226 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1648384.250000 Penalty: 902.746887
	Iteration 6F: 3 clusters Score -1648384 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1649261.250000 Penalty: 902.746887
	Iteration 7F: 3 clusters Score -1649261 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1649700.250000 Penalty: 902.746887
	Iteration 8Q: 3 clusters Score -1649700 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1649971.500000 Penalty: 902.746887
	Iteration 9Q: 3 clusters Score -1649972 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1650243.125000 Penalty: 902.746887
	Iteration 10Q: 3 clusters Score -1650243 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1650450.875000 Penalty: 902.746887
	Iteration 11Q: 3 clusters Score -1650451 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1650660.000000 Penalty: 902.746887
	Iteration 12Q: 3 clusters Score -1650660 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1650924.125000 Penalty: 902.746887
	Iteration 13Q: 3 clusters Score -1650924 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1651146.625000 Penalty: 902.746887
	Iteration 14Q: 3 clusters Score -1651147 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1651387.250000 Penalty: 902.746887
	Iteration 15Q: 3 clusters Score -1651387 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1651601.000000 Penalty: 902.746887
	Iteration 16Q: 3 clusters Score -1651601 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1651777.750000 Penalty: 902.746887
	Iteration 17Q: 3 clusters Score -1651778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1651918.750000 Penalty: 902.746887
	Iteration 18Q: 3 clusters Score -1651919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1652015.125000 Penalty: 902.746887
	Iteration 19Q: 3 clusters Score -1652015 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -1652077.375000 Penalty: 902.746887
	Iteration 20F: 3 clusters Score -1652077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1652119.125000 Penalty: 902.746887
	Iteration 21Q: 3 clusters Score -1652119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1652141.500000 Penalty: 902.746887
	Iteration 22Q: 3 clusters Score -1652142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1652148.250000 Penalty: 902.746887
	Iteration 23Q: 3 clusters Score -1652148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -1652149.375000 Penalty: 902.746887
	Iteration 24Q: 3 clusters Score -1652149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1652154.750000 Penalty: 902.746887
	Iteration 25Q: 3 clusters Score -1652155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1652156.375000 Penalty: 902.746887
	Iteration 26Q: 3 clusters Score -1652156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1652160.625000 Penalty: 902.746887
	Iteration 27Q: 3 clusters Score -1652161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1652160.625000 Penalty: 902.746887
	Iteration 28Q: 3 clusters Score -1652161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1652159.375000 Penalty: 902.746887
	Iteration 29Q: 3 clusters Score -1652159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1652159.375000 Penalty: 902.746887
	Iteration 30F: 3 clusters Score -1652159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (5702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Entering Unmasked Estep 
Score: -467133.406250 Penalty: 393.510010
	Iteration 0F: 2 clusters Score -467133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -463271.187500 Penalty: 787.020020
	Iteration 0F: 3 clusters Score -463271.2 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -464691.812500 Penalty: 787.020020
	Iteration 1F: 3 clusters Score -464691.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -464771.375000 Penalty: 787.020020
	Iteration 2Q: 3 clusters Score -464771.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -464851.812500 Penalty: 787.020020
	Iteration 3Q: 3 clusters Score -464851.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -464936.406250 Penalty: 787.020020
	Iteration 4Q: 3 clusters Score -464936.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -465014.000000 Penalty: 787.020020
	Iteration 5Q: 3 clusters Score -465014 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -465089.843750 Penalty: 787.020020
	Iteration 6Q: 3 clusters Score -465089.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -465206.843750 Penalty: 787.020020
	Iteration 7Q: 3 clusters Score -465206.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -465367.437500 Penalty: 787.020020
	Iteration 8Q: 3 clusters Score -465367.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -465555.875000 Penalty: 787.020020
	Iteration 9Q: 3 clusters Score -465555.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -465668.500000 Penalty: 787.020020
	Iteration 10Q: 3 clusters Score -465668.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -465736.812500 Penalty: 787.020020
	Iteration 11Q: 3 clusters Score -465736.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -465777.187500 Penalty: 787.020020
	Iteration 12Q: 3 clusters Score -465777.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -465808.281250 Penalty: 787.020020
	Iteration 13Q: 3 clusters Score -465808.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -465849.531250 Penalty: 787.020020
	Iteration 14Q: 3 clusters Score -465849.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -465889.062500 Penalty: 787.020020
	Iteration 15Q: 3 clusters Score -465889.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -465928.906250 Penalty: 787.020020
	Iteration 16Q: 3 clusters Score -465928.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -465964.937500 Penalty: 787.020020
	Iteration 17Q: 3 clusters Score -465964.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -466006.843750 Penalty: 787.020020
	Iteration 18Q: 3 clusters Score -466006.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -466053.000000 Penalty: 787.020020
	Iteration 19Q: 3 clusters Score -466053 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -466104.500000 Penalty: 787.020020
	Iteration 20F: 3 clusters Score -466104.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -466159.187500 Penalty: 787.020020
	Iteration 21Q: 3 clusters Score -466159.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -466214.218750 Penalty: 787.020020
	Iteration 22Q: 3 clusters Score -466214.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -466261.687500 Penalty: 787.020020
	Iteration 23Q: 3 clusters Score -466261.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -466314.031250 Penalty: 787.020020
	Iteration 24Q: 3 clusters Score -466314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -466371.406250 Penalty: 787.020020
	Iteration 25Q: 3 clusters Score -466371.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -466426.750000 Penalty: 787.020020
	Iteration 26Q: 3 clusters Score -466426.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -466487.968750 Penalty: 787.020020
	Iteration 27Q: 3 clusters Score -466488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -466546.562500 Penalty: 787.020020
	Iteration 28Q: 3 clusters Score -466546.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -466595.000000 Penalty: 787.020020
	Iteration 29Q: 3 clusters Score -466595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -466645.906250 Penalty: 787.020020
	Iteration 30Q: 3 clusters Score -466645.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -466680.125000 Penalty: 787.020020
	Iteration 31Q: 3 clusters Score -466680.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -466706.062500 Penalty: 787.020020
	Iteration 32Q: 3 clusters Score -466706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -466723.156250 Penalty: 787.020020
	Iteration 33Q: 3 clusters Score -466723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -466736.812500 Penalty: 787.020020
	Iteration 34Q: 3 clusters Score -466736.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -466756.843750 Penalty: 787.020020
	Iteration 35Q: 3 clusters Score -466756.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -466777.125000 Penalty: 787.020020
	Iteration 36Q: 3 clusters Score -466777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -466785.343750 Penalty: 787.020020
	Iteration 37Q: 3 clusters Score -466785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -466795.687500 Penalty: 787.020020
	Iteration 38Q: 3 clusters Score -466795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -466798.718750 Penalty: 787.020020
	Iteration 39Q: 3 clusters Score -466798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -466801.593750 Penalty: 787.020020
	Iteration 40F: 3 clusters Score -466801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -466802.781250 Penalty: 787.020020
	Iteration 41Q: 3 clusters Score -466802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -466802.781250 Penalty: 787.020020
	Iteration 42F: 3 clusters Score -466802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Entering Unmasked Estep 
Score: -1444992.250000 Penalty: 445.675537
	Iteration 0F: 2 clusters Score -1444992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1433124.125000 Penalty: 891.351074
	Iteration 0F: 3 clusters Score -1433124 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1438217.375000 Penalty: 891.351074
	Iteration 1F: 3 clusters Score -1438217 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1438855.625000 Penalty: 891.351074
	Iteration 2F: 3 clusters Score -1438856 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1439850.375000 Penalty: 891.351074
	Iteration 3F: 3 clusters Score -1439850 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1440871.125000 Penalty: 891.351074
	Iteration 4F: 3 clusters Score -1440871 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1441346.625000 Penalty: 891.351074
	Iteration 5F: 3 clusters Score -1441347 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1441438.000000 Penalty: 891.351074
	Iteration 6Q: 3 clusters Score -1441438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1441456.750000 Penalty: 891.351074
	Iteration 7Q: 3 clusters Score -1441457 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1441460.000000 Penalty: 891.351074
	Iteration 8Q: 3 clusters Score -1441460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1441468.125000 Penalty: 891.351074
	Iteration 9Q: 3 clusters Score -1441468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1441468.500000 Penalty: 891.351074
	Iteration 10Q: 3 clusters Score -1441468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1441468.500000 Penalty: 891.351074
	Iteration 11Q: 3 clusters Score -1441468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1441474.125000 Penalty: 891.351074
	Iteration 12Q: 3 clusters Score -1441474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1441477.750000 Penalty: 891.351074
	Iteration 13Q: 3 clusters Score -1441478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1441479.000000 Penalty: 891.351074
	Iteration 14Q: 3 clusters Score -1441479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1441477.875000 Penalty: 891.351074
	Iteration 15Q: 3 clusters Score -1441478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1441481.000000 Penalty: 891.351074
	Iteration 16Q: 3 clusters Score -1441481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1441483.250000 Penalty: 891.351074
	Iteration 17Q: 3 clusters Score -1441483 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1441487.625000 Penalty: 891.351074
	Iteration 18Q: 3 clusters Score -1441488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1441490.125000 Penalty: 891.351074
	Iteration 19Q: 3 clusters Score -1441490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1441493.500000 Penalty: 891.351074
	Iteration 20F: 3 clusters Score -1441494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1441494.875000 Penalty: 891.351074
	Iteration 21Q: 3 clusters Score -1441495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1441504.000000 Penalty: 891.351074
	Iteration 22Q: 3 clusters Score -1441504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1441514.500000 Penalty: 891.351074
	Iteration 23Q: 3 clusters Score -1441514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1441522.625000 Penalty: 891.351074
	Iteration 24Q: 3 clusters Score -1441523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1441534.125000 Penalty: 891.351074
	Iteration 25Q: 3 clusters Score -1441534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1441541.000000 Penalty: 891.351074
	Iteration 26Q: 3 clusters Score -1441541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1441551.750000 Penalty: 891.351074
	Iteration 27Q: 3 clusters Score -1441552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1441558.250000 Penalty: 891.351074
	Iteration 28Q: 3 clusters Score -1441558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1441568.375000 Penalty: 891.351074
	Iteration 29Q: 3 clusters Score -1441568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1441583.250000 Penalty: 891.351074
	Iteration 30Q: 3 clusters Score -1441583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1441601.125000 Penalty: 891.351074
	Iteration 31Q: 3 clusters Score -1441601 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1441613.250000 Penalty: 891.351074
	Iteration 32Q: 3 clusters Score -1441613 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1441619.875000 Penalty: 891.351074
	Iteration 33Q: 3 clusters Score -1441620 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1441632.250000 Penalty: 891.351074
	Iteration 34Q: 3 clusters Score -1441632 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1441652.125000 Penalty: 891.351074
	Iteration 35Q: 3 clusters Score -1441652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1441671.500000 Penalty: 891.351074
	Iteration 36Q: 3 clusters Score -1441672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1441703.125000 Penalty: 891.351074
	Iteration 37Q: 3 clusters Score -1441703 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1441734.250000 Penalty: 891.351074
	Iteration 38Q: 3 clusters Score -1441734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1441779.000000 Penalty: 891.351074
	Iteration 39Q: 3 clusters Score -1441779 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1441825.625000 Penalty: 891.351074
	Iteration 40F: 3 clusters Score -1441826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1441889.500000 Penalty: 891.351074
	Iteration 41Q: 3 clusters Score -1441890 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1441957.125000 Penalty: 891.351074
	Iteration 42Q: 3 clusters Score -1441957 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1442073.250000 Penalty: 891.351074
	Iteration 43Q: 3 clusters Score -1442073 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1442186.250000 Penalty: 891.351074
	Iteration 44Q: 3 clusters Score -1442186 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1442329.375000 Penalty: 891.351074
	Iteration 45Q: 3 clusters Score -1442329 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1442469.125000 Penalty: 891.351074
	Iteration 46Q: 3 clusters Score -1442469 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1442614.000000 Penalty: 891.351074
	Iteration 47Q: 3 clusters Score -1442614 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1442768.375000 Penalty: 891.351074
	Iteration 48Q: 3 clusters Score -1442768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1442937.625000 Penalty: 891.351074
	Iteration 49Q: 3 clusters Score -1442938 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1443132.625000 Penalty: 891.351074
	Iteration 50Q: 3 clusters Score -1443133 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1443327.250000 Penalty: 891.351074
	Iteration 51Q: 3 clusters Score -1443327 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1443511.875000 Penalty: 891.351074
	Iteration 52Q: 3 clusters Score -1443512 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1443684.250000 Penalty: 891.351074
	Iteration 53Q: 3 clusters Score -1443684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1443825.375000 Penalty: 891.351074
	Iteration 54Q: 3 clusters Score -1443825 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1443958.500000 Penalty: 891.351074
	Iteration 55Q: 3 clusters Score -1443958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1444056.250000 Penalty: 891.351074
	Iteration 56Q: 3 clusters Score -1444056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1444176.625000 Penalty: 891.351074
	Iteration 57Q: 3 clusters Score -1444177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1444280.000000 Penalty: 891.351074
	Iteration 58Q: 3 clusters Score -1444280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1444362.250000 Penalty: 891.351074
	Iteration 59Q: 3 clusters Score -1444362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1444427.000000 Penalty: 891.351074
	Iteration 60F: 3 clusters Score -1444427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1444464.500000 Penalty: 891.351074
	Iteration 61Q: 3 clusters Score -1444464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1444489.250000 Penalty: 891.351074
	Iteration 62Q: 3 clusters Score -1444489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1444511.625000 Penalty: 891.351074
	Iteration 63Q: 3 clusters Score -1444512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1444526.875000 Penalty: 891.351074
	Iteration 64Q: 3 clusters Score -1444527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1444538.625000 Penalty: 891.351074
	Iteration 65Q: 3 clusters Score -1444539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1444549.875000 Penalty: 891.351074
	Iteration 66Q: 3 clusters Score -1444550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1444558.125000 Penalty: 891.351074
	Iteration 67Q: 3 clusters Score -1444558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1444559.750000 Penalty: 891.351074
	Iteration 68Q: 3 clusters Score -1444560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1444561.500000 Penalty: 891.351074
	Iteration 69Q: 3 clusters Score -1444562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1444564.875000 Penalty: 891.351074
	Iteration 70Q: 3 clusters Score -1444565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1444564.125000 Penalty: 891.351074
	Iteration 71Q: 3 clusters Score -1444564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1444565.500000 Penalty: 891.351074
	Iteration 72Q: 3 clusters Score -1444566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1444563.750000 Penalty: 891.351074
	Iteration 73Q: 3 clusters Score -1444564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1444563.750000 Penalty: 891.351074
	Iteration 74F: 3 clusters Score -1444564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (24807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Entering Unmasked Estep 
Score: -1864354.250000 Penalty: 460.409088
	Iteration 0F: 2 clusters Score -1864354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1847658.125000 Penalty: 920.818176
	Iteration 0F: 3 clusters Score -1847658 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1855012.125000 Penalty: 920.818176
	Iteration 1F: 3 clusters Score -1855012 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1855340.750000 Penalty: 920.818176
	Iteration 2Q: 3 clusters Score -1855341 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1855710.750000 Penalty: 920.818176
	Iteration 3Q: 3 clusters Score -1855711 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1856159.625000 Penalty: 920.818176
	Iteration 4Q: 3 clusters Score -1856160 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1856758.750000 Penalty: 920.818176
	Iteration 5F: 3 clusters Score -1856759 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1857563.875000 Penalty: 920.818176
	Iteration 6F: 3 clusters Score -1857564 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1858610.000000 Penalty: 920.818176
	Iteration 7F: 3 clusters Score -1858610 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -1859851.125000 Penalty: 920.818176
	Iteration 8F: 3 clusters Score -1859851 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1860963.000000 Penalty: 920.818176
	Iteration 9F: 3 clusters Score -1860963 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -1861716.875000 Penalty: 920.818176
	Iteration 10Q: 3 clusters Score -1861717 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1862315.500000 Penalty: 920.818176
	Iteration 11Q: 3 clusters Score -1862316 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -1862820.625000 Penalty: 920.818176
	Iteration 12Q: 3 clusters Score -1862821 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -1863232.625000 Penalty: 920.818176
	Iteration 13Q: 3 clusters Score -1863233 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -1863562.625000 Penalty: 920.818176
	Iteration 14Q: 3 clusters Score -1863563 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -1863825.625000 Penalty: 920.818176
	Iteration 15Q: 3 clusters Score -1863826 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -1864032.750000 Penalty: 920.818176
	Iteration 16Q: 3 clusters Score -1864033 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -1864121.375000 Penalty: 920.818176
	Iteration 17Q: 3 clusters Score -1864121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -1864159.250000 Penalty: 920.818176
	Iteration 18Q: 3 clusters Score -1864159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -1864178.375000 Penalty: 920.818176
	Iteration 19Q: 3 clusters Score -1864178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -1864198.000000 Penalty: 920.818176
	Iteration 20F: 3 clusters Score -1864198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1864206.750000 Penalty: 920.818176
	Iteration 21Q: 3 clusters Score -1864207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -1864215.000000 Penalty: 920.818176
	Iteration 22Q: 3 clusters Score -1864215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -1864223.750000 Penalty: 920.818176
	Iteration 23Q: 3 clusters Score -1864224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -1864228.250000 Penalty: 920.818176
	Iteration 24Q: 3 clusters Score -1864228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -1864232.250000 Penalty: 920.818176
	Iteration 25Q: 3 clusters Score -1864232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1864236.000000 Penalty: 920.818176
	Iteration 26Q: 3 clusters Score -1864236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -1864237.750000 Penalty: 920.818176
	Iteration 27Q: 3 clusters Score -1864238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -1864237.500000 Penalty: 920.818176
	Iteration 28Q: 3 clusters Score -1864238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -1864239.500000 Penalty: 920.818176
	Iteration 29Q: 3 clusters Score -1864240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -1864240.625000 Penalty: 920.818176
	Iteration 30Q: 3 clusters Score -1864241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -1864242.250000 Penalty: 920.818176
	Iteration 31Q: 3 clusters Score -1864242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -1864243.375000 Penalty: 920.818176
	Iteration 32Q: 3 clusters Score -1864243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1864243.500000 Penalty: 920.818176
	Iteration 33Q: 3 clusters Score -1864244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1864242.625000 Penalty: 920.818176
	Iteration 34Q: 3 clusters Score -1864243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1864242.875000 Penalty: 920.818176
	Iteration 35Q: 3 clusters Score -1864243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -1864243.750000 Penalty: 920.818176
	Iteration 36Q: 3 clusters Score -1864244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -1864248.875000 Penalty: 920.818176
	Iteration 37Q: 3 clusters Score -1864249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -1864251.125000 Penalty: 920.818176
	Iteration 38Q: 3 clusters Score -1864251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -1864252.375000 Penalty: 920.818176
	Iteration 39Q: 3 clusters Score -1864252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -1864252.375000 Penalty: 920.818176
	Iteration 40F: 3 clusters Score -1864252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (23581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Entering Unmasked Estep 
Score: -1920131.375000 Penalty: 458.102936
	Iteration 0F: 2 clusters Score -1920131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1905128.000000 Penalty: 916.205872
	Iteration 0F: 3 clusters Score -1905128 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1912189.625000 Penalty: 916.205872
	Iteration 1F: 3 clusters Score -1912190 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1913008.250000 Penalty: 916.205872
	Iteration 2F: 3 clusters Score -1913008 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1914146.000000 Penalty: 916.205872
	Iteration 3F: 3 clusters Score -1914146 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1915459.125000 Penalty: 916.205872
	Iteration 4F: 3 clusters Score -1915459 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1916567.500000 Penalty: 916.205872
	Iteration 5F: 3 clusters Score -1916568 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1917335.750000 Penalty: 916.205872
	Iteration 6F: 3 clusters Score -1917336 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -1917953.500000 Penalty: 916.205872
	Iteration 7Q: 3 clusters Score -1917954 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1918418.625000 Penalty: 916.205872
	Iteration 8Q: 3 clusters Score -1918419 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1918754.375000 Penalty: 916.205872
	Iteration 9Q: 3 clusters Score -1918754 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1919036.375000 Penalty: 916.205872
	Iteration 10Q: 3 clusters Score -1919036 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -1919235.375000 Penalty: 916.205872
	Iteration 11Q: 3 clusters Score -1919235 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1919366.500000 Penalty: 916.205872
	Iteration 12Q: 3 clusters Score -1919366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -1919478.875000 Penalty: 916.205872
	Iteration 13Q: 3 clusters Score -1919479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -1919560.625000 Penalty: 916.205872
	Iteration 14Q: 3 clusters Score -1919561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1919624.875000 Penalty: 916.205872
	Iteration 15Q: 3 clusters Score -1919625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1919655.625000 Penalty: 916.205872
	Iteration 16Q: 3 clusters Score -1919656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1919688.500000 Penalty: 916.205872
	Iteration 17Q: 3 clusters Score -1919688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1919703.750000 Penalty: 916.205872
	Iteration 18Q: 3 clusters Score -1919704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1919717.250000 Penalty: 916.205872
	Iteration 19Q: 3 clusters Score -1919717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -1919729.625000 Penalty: 916.205872
	Iteration 20F: 3 clusters Score -1919730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1919729.500000 Penalty: 916.205872
	Iteration 21Q: 3 clusters Score -1919730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -1919730.500000 Penalty: 916.205872
	Iteration 22Q: 3 clusters Score -1919730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -1919730.500000 Penalty: 916.205872
	Iteration 23Q: 3 clusters Score -1919730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -1919733.125000 Penalty: 916.205872
	Iteration 24Q: 3 clusters Score -1919733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -1919739.500000 Penalty: 916.205872
	Iteration 25Q: 3 clusters Score -1919740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -1919740.750000 Penalty: 916.205872
	Iteration 26Q: 3 clusters Score -1919741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1919740.375000 Penalty: 916.205872
	Iteration 27Q: 3 clusters Score -1919740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1919740.375000 Penalty: 916.205872
	Iteration 28F: 3 clusters Score -1919740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -20992.554688 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -20992.55 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 186 members 
Entering Unmasked Estep 
Score: -20613.759766 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -20613.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20740.783203 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -20740.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20774.191406 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -20774.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20797.183594 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -20797.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20821.748047 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -20821.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20831.371094 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -20831.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -20839.650391 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -20839.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20843.962891 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -20843.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20846.205078 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -20846.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -20846.914062 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -20846.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20851.595703 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -20851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20858.148438 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -20858.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20861.509766 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -20861.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20865.791016 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -20865.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20868.322266 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -20868.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20869.064453 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -20869.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20869.064453 Penalty: 532.811523
	Iteration 16F: 3 clusters Score -20869.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (35367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Entering Unmasked Estep 
Score: -2828113.250000 Penalty: 476.545837
	Iteration 0F: 2 clusters Score -2828113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2806893.750000 Penalty: 953.091675
	Iteration 0F: 3 clusters Score -2806894 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2817541.250000 Penalty: 953.091675
	Iteration 1F: 3 clusters Score -2817541 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2819102.500000 Penalty: 953.091675
	Iteration 2F: 3 clusters Score -2819102 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2821437.750000 Penalty: 953.091675
	Iteration 3F: 3 clusters Score -2821438 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2824208.250000 Penalty: 953.091675
	Iteration 4F: 3 clusters Score -2824208 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2826169.000000 Penalty: 953.091675
	Iteration 5F: 3 clusters Score -2826169 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2827174.500000 Penalty: 953.091675
	Iteration 6Q: 3 clusters Score -2827174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2827512.500000 Penalty: 953.091675
	Iteration 7Q: 3 clusters Score -2827512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2827589.000000 Penalty: 953.091675
	Iteration 8Q: 3 clusters Score -2827589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2827629.000000 Penalty: 953.091675
	Iteration 9Q: 3 clusters Score -2827629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2827651.750000 Penalty: 953.091675
	Iteration 10Q: 3 clusters Score -2827652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2827657.000000 Penalty: 953.091675
	Iteration 11Q: 3 clusters Score -2827657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2827662.000000 Penalty: 953.091675
	Iteration 12Q: 3 clusters Score -2827662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2827664.750000 Penalty: 953.091675
	Iteration 13Q: 3 clusters Score -2827665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2827671.250000 Penalty: 953.091675
	Iteration 14Q: 3 clusters Score -2827671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2827682.750000 Penalty: 953.091675
	Iteration 15Q: 3 clusters Score -2827683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2827685.000000 Penalty: 953.091675
	Iteration 16Q: 3 clusters Score -2827685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2827685.000000 Penalty: 953.091675
	Iteration 17Q: 3 clusters Score -2827685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2827688.500000 Penalty: 953.091675
	Iteration 18Q: 3 clusters Score -2827688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2827688.500000 Penalty: 953.091675
	Iteration 19F: 3 clusters Score -2827688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (22106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Entering Unmasked Estep 
Score: -1787243.875000 Penalty: 455.163971
	Iteration 0F: 2 clusters Score -1787244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1772850.750000 Penalty: 910.327942
	Iteration 0F: 3 clusters Score -1772851 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1778898.375000 Penalty: 910.327942
	Iteration 1F: 3 clusters Score -1778898 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1779414.625000 Penalty: 910.327942
	Iteration 2Q: 3 clusters Score -1779415 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1780168.000000 Penalty: 910.327942
	Iteration 3F: 3 clusters Score -1780168 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1781272.000000 Penalty: 910.327942
	Iteration 4F: 3 clusters Score -1781272 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1782703.500000 Penalty: 910.327942
	Iteration 5F: 3 clusters Score -1782704 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1783938.500000 Penalty: 910.327942
	Iteration 6F: 3 clusters Score -1783938 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1784648.250000 Penalty: 910.327942
	Iteration 7Q: 3 clusters Score -1784648 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1785166.875000 Penalty: 910.327942
	Iteration 8Q: 3 clusters Score -1785167 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1785583.375000 Penalty: 910.327942
	Iteration 9Q: 3 clusters Score -1785583 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1785972.750000 Penalty: 910.327942
	Iteration 10Q: 3 clusters Score -1785973 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1786263.125000 Penalty: 910.327942
	Iteration 11Q: 3 clusters Score -1786263 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1786473.375000 Penalty: 910.327942
	Iteration 12Q: 3 clusters Score -1786473 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1786608.250000 Penalty: 910.327942
	Iteration 13Q: 3 clusters Score -1786608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1786681.500000 Penalty: 910.327942
	Iteration 14Q: 3 clusters Score -1786682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1786720.875000 Penalty: 910.327942
	Iteration 15Q: 3 clusters Score -1786721 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1786735.125000 Penalty: 910.327942
	Iteration 16Q: 3 clusters Score -1786735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1786755.375000 Penalty: 910.327942
	Iteration 17Q: 3 clusters Score -1786755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1786766.375000 Penalty: 910.327942
	Iteration 18Q: 3 clusters Score -1786766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1786774.500000 Penalty: 910.327942
	Iteration 19Q: 3 clusters Score -1786774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1786785.250000 Penalty: 910.327942
	Iteration 20F: 3 clusters Score -1786785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1786783.875000 Penalty: 910.327942
	Iteration 21Q: 3 clusters Score -1786784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1786783.625000 Penalty: 910.327942
	Iteration 22Q: 3 clusters Score -1786784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1786782.375000 Penalty: 910.327942
	Iteration 23Q: 3 clusters Score -1786782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1786782.125000 Penalty: 910.327942
	Iteration 24Q: 3 clusters Score -1786782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1786776.750000 Penalty: 910.327942
	Iteration 25Q: 3 clusters Score -1786777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1786773.375000 Penalty: 910.327942
	Iteration 26Q: 3 clusters Score -1786773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1786775.875000 Penalty: 910.327942
	Iteration 27Q: 3 clusters Score -1786776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1786774.000000 Penalty: 910.327942
	Iteration 28Q: 3 clusters Score -1786774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1786775.000000 Penalty: 910.327942
	Iteration 29Q: 3 clusters Score -1786775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1786776.500000 Penalty: 910.327942
	Iteration 30Q: 3 clusters Score -1786776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1786777.625000 Penalty: 910.327942
	Iteration 31Q: 3 clusters Score -1786778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1786775.125000 Penalty: 910.327942
	Iteration 32Q: 3 clusters Score -1786775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1786776.625000 Penalty: 910.327942
	Iteration 33Q: 3 clusters Score -1786777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1786774.625000 Penalty: 910.327942
	Iteration 34Q: 3 clusters Score -1786775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1786775.625000 Penalty: 910.327942
	Iteration 35Q: 3 clusters Score -1786776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1786775.375000 Penalty: 910.327942
	Iteration 36Q: 3 clusters Score -1786775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1786775.500000 Penalty: 910.327942
	Iteration 37Q: 3 clusters Score -1786776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1786775.875000 Penalty: 910.327942
	Iteration 38Q: 3 clusters Score -1786776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1786774.125000 Penalty: 910.327942
	Iteration 39Q: 3 clusters Score -1786774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1786774.875000 Penalty: 910.327942
	Iteration 40F: 3 clusters Score -1786775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -342525.187500 Penalty: 379.076233
	Iteration 0F: 2 clusters Score -342525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -339754.343750 Penalty: 758.152466
	Iteration 0F: 3 clusters Score -339754.3 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -340823.125000 Penalty: 758.152466
	Iteration 1F: 3 clusters Score -340823.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341018.625000 Penalty: 758.152466
	Iteration 2F: 3 clusters Score -341018.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -341239.406250 Penalty: 758.152466
	Iteration 3F: 3 clusters Score -341239.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -341482.906250 Penalty: 758.152466
	Iteration 4F: 3 clusters Score -341482.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -341707.687500 Penalty: 758.152466
	Iteration 5F: 3 clusters Score -341707.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -341871.812500 Penalty: 758.152466
	Iteration 6Q: 3 clusters Score -341871.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -342001.968750 Penalty: 758.152466
	Iteration 7Q: 3 clusters Score -342002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -342078.218750 Penalty: 758.152466
	Iteration 8Q: 3 clusters Score -342078.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -342115.437500 Penalty: 758.152466
	Iteration 9Q: 3 clusters Score -342115.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -342148.750000 Penalty: 758.152466
	Iteration 10Q: 3 clusters Score -342148.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -342167.625000 Penalty: 758.152466
	Iteration 11Q: 3 clusters Score -342167.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -342181.250000 Penalty: 758.152466
	Iteration 12Q: 3 clusters Score -342181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -342186.625000 Penalty: 758.152466
	Iteration 13Q: 3 clusters Score -342186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -342193.968750 Penalty: 758.152466
	Iteration 14Q: 3 clusters Score -342194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -342200.125000 Penalty: 758.152466
	Iteration 15Q: 3 clusters Score -342200.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -342203.937500 Penalty: 758.152466
	Iteration 16Q: 3 clusters Score -342203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -342205.968750 Penalty: 758.152466
	Iteration 17Q: 3 clusters Score -342206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -342207.656250 Penalty: 758.152466
	Iteration 18Q: 3 clusters Score -342207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -342212.812500 Penalty: 758.152466
	Iteration 19Q: 3 clusters Score -342212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -342218.812500 Penalty: 758.152466
	Iteration 20F: 3 clusters Score -342218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -342221.375000 Penalty: 758.152466
	Iteration 21Q: 3 clusters Score -342221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -342222.843750 Penalty: 758.152466
	Iteration 22Q: 3 clusters Score -342222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -342222.906250 Penalty: 758.152466
	Iteration 23Q: 3 clusters Score -342222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -342224.156250 Penalty: 758.152466
	Iteration 24Q: 3 clusters Score -342224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -342225.281250 Penalty: 758.152466
	Iteration 25Q: 3 clusters Score -342225.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -342225.281250 Penalty: 758.152466
	Iteration 26F: 3 clusters Score -342225.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -365860.281250 Penalty: 381.788177
	Iteration 0F: 2 clusters Score -365860.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -362876.062500 Penalty: 763.576355
	Iteration 0F: 3 clusters Score -362876.1 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -363975.156250 Penalty: 763.576355
	Iteration 1F: 3 clusters Score -363975.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -364095.781250 Penalty: 763.576355
	Iteration 2F: 3 clusters Score -364095.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -364187.750000 Penalty: 763.576355
	Iteration 3F: 3 clusters Score -364187.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -364275.968750 Penalty: 763.576355
	Iteration 4Q: 3 clusters Score -364276 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -364365.406250 Penalty: 763.576355
	Iteration 5Q: 3 clusters Score -364365.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -364502.031250 Penalty: 763.576355
	Iteration 6Q: 3 clusters Score -364502 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -364645.031250 Penalty: 763.576355
	Iteration 7F: 3 clusters Score -364645 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -364835.593750 Penalty: 763.576355
	Iteration 8Q: 3 clusters Score -364835.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -365027.093750 Penalty: 763.576355
	Iteration 9F: 3 clusters Score -365027.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -365175.843750 Penalty: 763.576355
	Iteration 10Q: 3 clusters Score -365175.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -365292.437500 Penalty: 763.576355
	Iteration 11Q: 3 clusters Score -365292.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -365358.000000 Penalty: 763.576355
	Iteration 12Q: 3 clusters Score -365358 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -365398.531250 Penalty: 763.576355
	Iteration 13Q: 3 clusters Score -365398.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -365430.468750 Penalty: 763.576355
	Iteration 14Q: 3 clusters Score -365430.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -365455.656250 Penalty: 763.576355
	Iteration 15Q: 3 clusters Score -365455.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -365478.281250 Penalty: 763.576355
	Iteration 16Q: 3 clusters Score -365478.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -365493.031250 Penalty: 763.576355
	Iteration 17Q: 3 clusters Score -365493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -365508.343750 Penalty: 763.576355
	Iteration 18Q: 3 clusters Score -365508.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -365518.718750 Penalty: 763.576355
	Iteration 19Q: 3 clusters Score -365518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -365526.250000 Penalty: 763.576355
	Iteration 20F: 3 clusters Score -365526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -365531.875000 Penalty: 763.576355
	Iteration 21Q: 3 clusters Score -365531.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -365535.406250 Penalty: 763.576355
	Iteration 22Q: 3 clusters Score -365535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -365538.593750 Penalty: 763.576355
	Iteration 23Q: 3 clusters Score -365538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -365543.125000 Penalty: 763.576355
	Iteration 24Q: 3 clusters Score -365543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -365547.625000 Penalty: 763.576355
	Iteration 25Q: 3 clusters Score -365547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -365550.218750 Penalty: 763.576355
	Iteration 26Q: 3 clusters Score -365550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -365553.281250 Penalty: 763.576355
	Iteration 27Q: 3 clusters Score -365553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -365555.156250 Penalty: 763.576355
	Iteration 28Q: 3 clusters Score -365555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -365555.156250 Penalty: 763.576355
	Iteration 29F: 3 clusters Score -365555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (19632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Entering Unmasked Estep 
Score: -1604056.500000 Penalty: 449.763702
	Iteration 0F: 2 clusters Score -1604056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1591073.250000 Penalty: 899.527405
	Iteration 0F: 3 clusters Score -1591073 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1596328.125000 Penalty: 899.527405
	Iteration 1F: 3 clusters Score -1596328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1596510.625000 Penalty: 899.527405
	Iteration 2Q: 3 clusters Score -1596511 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1596749.750000 Penalty: 899.527405
	Iteration 3Q: 3 clusters Score -1596750 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1597073.250000 Penalty: 899.527405
	Iteration 4Q: 3 clusters Score -1597073 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1597534.375000 Penalty: 899.527405
	Iteration 5Q: 3 clusters Score -1597534 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1598226.125000 Penalty: 899.527405
	Iteration 6Q: 3 clusters Score -1598226 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1599149.375000 Penalty: 899.527405
	Iteration 7F: 3 clusters Score -1599149 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1600073.000000 Penalty: 899.527405
	Iteration 8F: 3 clusters Score -1600073 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1600556.125000 Penalty: 899.527405
	Iteration 9Q: 3 clusters Score -1600556 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1600837.000000 Penalty: 899.527405
	Iteration 10Q: 3 clusters Score -1600837 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1601094.000000 Penalty: 899.527405
	Iteration 11Q: 3 clusters Score -1601094 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1601367.750000 Penalty: 899.527405
	Iteration 12Q: 3 clusters Score -1601368 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1601591.750000 Penalty: 899.527405
	Iteration 13Q: 3 clusters Score -1601592 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1601829.875000 Penalty: 899.527405
	Iteration 14Q: 3 clusters Score -1601830 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1602106.000000 Penalty: 899.527405
	Iteration 15Q: 3 clusters Score -1602106 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1602395.875000 Penalty: 899.527405
	Iteration 16Q: 3 clusters Score -1602396 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1602618.375000 Penalty: 899.527405
	Iteration 17Q: 3 clusters Score -1602618 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1602774.375000 Penalty: 899.527405
	Iteration 18Q: 3 clusters Score -1602774 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1602894.500000 Penalty: 899.527405
	Iteration 19Q: 3 clusters Score -1602894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1602995.375000 Penalty: 899.527405
	Iteration 20F: 3 clusters Score -1602995 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1603071.375000 Penalty: 899.527405
	Iteration 21Q: 3 clusters Score -1603071 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1603112.875000 Penalty: 899.527405
	Iteration 22Q: 3 clusters Score -1603113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1603158.000000 Penalty: 899.527405
	Iteration 23Q: 3 clusters Score -1603158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1603178.375000 Penalty: 899.527405
	Iteration 24Q: 3 clusters Score -1603178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1603207.750000 Penalty: 899.527405
	Iteration 25Q: 3 clusters Score -1603208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1603247.625000 Penalty: 899.527405
	Iteration 26Q: 3 clusters Score -1603248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1603283.000000 Penalty: 899.527405
	Iteration 27Q: 3 clusters Score -1603283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1603306.625000 Penalty: 899.527405
	Iteration 28Q: 3 clusters Score -1603307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1603344.750000 Penalty: 899.527405
	Iteration 29Q: 3 clusters Score -1603345 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1603389.250000 Penalty: 899.527405
	Iteration 30Q: 3 clusters Score -1603389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1603406.500000 Penalty: 899.527405
	Iteration 31Q: 3 clusters Score -1603406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1603438.875000 Penalty: 899.527405
	Iteration 32Q: 3 clusters Score -1603439 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1603438.500000 Penalty: 899.527405
	Iteration 33Q: 3 clusters Score -1603438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1603454.500000 Penalty: 899.527405
	Iteration 34Q: 3 clusters Score -1603454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1603459.500000 Penalty: 899.527405
	Iteration 35Q: 3 clusters Score -1603460 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1603528.125000 Penalty: 899.527405
	Iteration 36Q: 3 clusters Score -1603528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1603540.125000 Penalty: 899.527405
	Iteration 37Q: 3 clusters Score -1603540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1603545.625000 Penalty: 899.527405
	Iteration 38Q: 3 clusters Score -1603546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1603564.625000 Penalty: 899.527405
	Iteration 39Q: 3 clusters Score -1603565 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1603562.375000 Penalty: 899.527405
	Iteration 40F: 3 clusters Score -1603562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1603586.875000 Penalty: 899.527405
	Iteration 41Q: 3 clusters Score -1603587 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1603599.625000 Penalty: 899.527405
	Iteration 42Q: 3 clusters Score -1603600 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1603588.875000 Penalty: 899.527405
	Iteration 43Q: 3 clusters Score -1603589 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1603625.125000 Penalty: 899.527405
	Iteration 44Q: 3 clusters Score -1603625 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1603607.500000 Penalty: 899.527405
	Iteration 45Q: 3 clusters Score -1603608 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1603611.125000 Penalty: 899.527405
	Iteration 46Q: 3 clusters Score -1603611 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1603609.875000 Penalty: 899.527405
	Iteration 47Q: 3 clusters Score -1603610 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1603602.000000 Penalty: 899.527405
	Iteration 48Q: 3 clusters Score -1603602 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1603600.750000 Penalty: 899.527405
	Iteration 49Q: 3 clusters Score -1603601 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1603605.750000 Penalty: 899.527405
	Iteration 50Q: 3 clusters Score -1603606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1603604.375000 Penalty: 899.527405
	Iteration 51Q: 3 clusters Score -1603604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1603578.625000 Penalty: 899.527405
	Iteration 52Q: 3 clusters Score -1603579 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1603591.750000 Penalty: 899.527405
	Iteration 53Q: 3 clusters Score -1603592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1603586.125000 Penalty: 899.527405
	Iteration 54Q: 3 clusters Score -1603586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1603577.625000 Penalty: 899.527405
	Iteration 55Q: 3 clusters Score -1603578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1603561.875000 Penalty: 899.527405
	Iteration 56Q: 3 clusters Score -1603562 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1603560.000000 Penalty: 899.527405
	Iteration 57Q: 3 clusters Score -1603560 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1603567.125000 Penalty: 899.527405
	Iteration 58Q: 3 clusters Score -1603567 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1603559.000000 Penalty: 899.527405
	Iteration 59Q: 3 clusters Score -1603559 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1603540.875000 Penalty: 899.527405
	Iteration 60F: 3 clusters Score -1603541 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1603559.000000 Penalty: 899.527405
	Iteration 61Q: 3 clusters Score -1603559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1603547.250000 Penalty: 899.527405
	Iteration 62Q: 3 clusters Score -1603547 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1603547.375000 Penalty: 899.527405
	Iteration 63Q: 3 clusters Score -1603547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1603538.250000 Penalty: 899.527405
	Iteration 64Q: 3 clusters Score -1603538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1603521.125000 Penalty: 899.527405
	Iteration 65Q: 3 clusters Score -1603521 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1603517.250000 Penalty: 899.527405
	Iteration 66Q: 3 clusters Score -1603517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1603498.875000 Penalty: 899.527405
	Iteration 67Q: 3 clusters Score -1603499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1603481.250000 Penalty: 899.527405
	Iteration 68Q: 3 clusters Score -1603481 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1603466.250000 Penalty: 899.527405
	Iteration 69Q: 3 clusters Score -1603466 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1603466.375000 Penalty: 899.527405
	Iteration 70Q: 3 clusters Score -1603466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1603482.750000 Penalty: 899.527405
	Iteration 71Q: 3 clusters Score -1603483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1603469.875000 Penalty: 899.527405
	Iteration 72Q: 3 clusters Score -1603470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1603459.500000 Penalty: 899.527405
	Iteration 73Q: 3 clusters Score -1603460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1603433.000000 Penalty: 899.527405
	Iteration 74Q: 3 clusters Score -1603433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1603445.000000 Penalty: 899.527405
	Iteration 75Q: 3 clusters Score -1603445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1603427.000000 Penalty: 899.527405
	Iteration 76Q: 3 clusters Score -1603427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1603415.500000 Penalty: 899.527405
	Iteration 77Q: 3 clusters Score -1603416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1603415.250000 Penalty: 899.527405
	Iteration 78Q: 3 clusters Score -1603415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1603425.875000 Penalty: 899.527405
	Iteration 79Q: 3 clusters Score -1603426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1603422.625000 Penalty: 899.527405
	Iteration 80F: 3 clusters Score -1603423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1603414.125000 Penalty: 899.527405
	Iteration 81Q: 3 clusters Score -1603414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1603416.875000 Penalty: 899.527405
	Iteration 82Q: 3 clusters Score -1603417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1603408.250000 Penalty: 899.527405
	Iteration 83Q: 3 clusters Score -1603408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1603407.875000 Penalty: 899.527405
	Iteration 84Q: 3 clusters Score -1603408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1603396.125000 Penalty: 899.527405
	Iteration 85Q: 3 clusters Score -1603396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1603409.875000 Penalty: 899.527405
	Iteration 86Q: 3 clusters Score -1603410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1603398.625000 Penalty: 899.527405
	Iteration 87Q: 3 clusters Score -1603399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1603402.375000 Penalty: 899.527405
	Iteration 88Q: 3 clusters Score -1603402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1603411.125000 Penalty: 899.527405
	Iteration 89Q: 3 clusters Score -1603411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1603405.375000 Penalty: 899.527405
	Iteration 90Q: 3 clusters Score -1603405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1603398.125000 Penalty: 899.527405
	Iteration 91Q: 3 clusters Score -1603398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1603400.125000 Penalty: 899.527405
	Iteration 92Q: 3 clusters Score -1603400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1603396.375000 Penalty: 899.527405
	Iteration 93Q: 3 clusters Score -1603396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1603381.500000 Penalty: 899.527405
	Iteration 94Q: 3 clusters Score -1603382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1603394.750000 Penalty: 899.527405
	Iteration 95Q: 3 clusters Score -1603395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1603370.750000 Penalty: 899.527405
	Iteration 96Q: 3 clusters Score -1603371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1603374.000000 Penalty: 899.527405
	Iteration 97Q: 3 clusters Score -1603374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1603385.500000 Penalty: 899.527405
	Iteration 98Q: 3 clusters Score -1603386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1603355.000000 Penalty: 899.527405
	Iteration 99Q: 3 clusters Score -1603355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1603370.250000 Penalty: 899.527405
	Iteration 100F: 3 clusters Score -1603370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1603354.625000 Penalty: 899.527405
	Iteration 101Q: 3 clusters Score -1603355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1603353.375000 Penalty: 899.527405
	Iteration 102Q: 3 clusters Score -1603353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1603344.125000 Penalty: 899.527405
	Iteration 103Q: 3 clusters Score -1603344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1603353.250000 Penalty: 899.527405
	Iteration 104Q: 3 clusters Score -1603353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1603334.250000 Penalty: 899.527405
	Iteration 105Q: 3 clusters Score -1603334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1603359.375000 Penalty: 899.527405
	Iteration 106Q: 3 clusters Score -1603359 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1603361.750000 Penalty: 899.527405
	Iteration 107Q: 3 clusters Score -1603362 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1603380.000000 Penalty: 899.527405
	Iteration 108Q: 3 clusters Score -1603380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1603424.875000 Penalty: 899.527405
	Iteration 109Q: 3 clusters Score -1603425 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1603430.375000 Penalty: 899.527405
	Iteration 110Q: 3 clusters Score -1603430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1603388.125000 Penalty: 899.527405
	Iteration 111Q: 3 clusters Score -1603388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1603369.875000 Penalty: 899.527405
	Iteration 112Q: 3 clusters Score -1603370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1603355.625000 Penalty: 899.527405
	Iteration 113Q: 3 clusters Score -1603356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1603373.000000 Penalty: 899.527405
	Iteration 114Q: 3 clusters Score -1603373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1603317.625000 Penalty: 899.527405
	Iteration 115Q: 3 clusters Score -1603318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1603313.250000 Penalty: 899.527405
	Iteration 116Q: 3 clusters Score -1603313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1603314.750000 Penalty: 899.527405
	Iteration 117Q: 3 clusters Score -1603315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1603303.750000 Penalty: 899.527405
	Iteration 118Q: 3 clusters Score -1603304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1603334.000000 Penalty: 899.527405
	Iteration 119Q: 3 clusters Score -1603334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1603362.125000 Penalty: 899.527405
	Iteration 120F: 3 clusters Score -1603362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1603365.500000 Penalty: 899.527405
	Iteration 121Q: 3 clusters Score -1603366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1603361.000000 Penalty: 899.527405
	Iteration 122Q: 3 clusters Score -1603361 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1603377.000000 Penalty: 899.527405
	Iteration 123Q: 3 clusters Score -1603377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1603376.125000 Penalty: 899.527405
	Iteration 124Q: 3 clusters Score -1603376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1603363.625000 Penalty: 899.527405
	Iteration 125Q: 3 clusters Score -1603364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1603383.000000 Penalty: 899.527405
	Iteration 126Q: 3 clusters Score -1603383 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1603390.125000 Penalty: 899.527405
	Iteration 127Q: 3 clusters Score -1603390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1603404.875000 Penalty: 899.527405
	Iteration 128Q: 3 clusters Score -1603405 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1603450.875000 Penalty: 899.527405
	Iteration 129Q: 3 clusters Score -1603451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1603473.625000 Penalty: 899.527405
	Iteration 130Q: 3 clusters Score -1603474 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1603458.750000 Penalty: 899.527405
	Iteration 131Q: 3 clusters Score -1603459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1603473.000000 Penalty: 899.527405
	Iteration 132Q: 3 clusters Score -1603473 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1603537.000000 Penalty: 899.527405
	Iteration 133Q: 3 clusters Score -1603537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1603528.875000 Penalty: 899.527405
	Iteration 134Q: 3 clusters Score -1603529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1603512.125000 Penalty: 899.527405
	Iteration 135Q: 3 clusters Score -1603512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1603499.875000 Penalty: 899.527405
	Iteration 136Q: 3 clusters Score -1603500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1603516.625000 Penalty: 899.527405
	Iteration 137Q: 3 clusters Score -1603517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1603493.625000 Penalty: 899.527405
	Iteration 138Q: 3 clusters Score -1603494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1603496.500000 Penalty: 899.527405
	Iteration 139Q: 3 clusters Score -1603496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1603542.500000 Penalty: 899.527405
	Iteration 140F: 3 clusters Score -1603542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1603554.375000 Penalty: 899.527405
	Iteration 141Q: 3 clusters Score -1603554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1603556.000000 Penalty: 899.527405
	Iteration 142Q: 3 clusters Score -1603556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1603553.875000 Penalty: 899.527405
	Iteration 143Q: 3 clusters Score -1603554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1603575.625000 Penalty: 899.527405
	Iteration 144Q: 3 clusters Score -1603576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1603572.375000 Penalty: 899.527405
	Iteration 145Q: 3 clusters Score -1603572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1603570.250000 Penalty: 899.527405
	Iteration 146Q: 3 clusters Score -1603570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1603567.000000 Penalty: 899.527405
	Iteration 147Q: 3 clusters Score -1603567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1603569.000000 Penalty: 899.527405
	Iteration 148Q: 3 clusters Score -1603569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1603567.500000 Penalty: 899.527405
	Iteration 149Q: 3 clusters Score -1603568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1603567.500000 Penalty: 899.527405
	Iteration 150F: 3 clusters Score -1603568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4567.259277 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4567.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -4392.335449 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4392.335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4432.940430 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4432.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4438.003906 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4438.004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4438.003906 Penalty: 409.482697
	Iteration 3F: 3 clusters Score -4438.004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (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: -1502913.000000 Penalty: 446.832123
	Iteration 0F: 2 clusters Score -1502913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1490701.750000 Penalty: 893.664246
	Iteration 0F: 3 clusters Score -1490702 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1495628.875000 Penalty: 893.664246
	Iteration 1F: 3 clusters Score -1495629 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1495943.875000 Penalty: 893.664246
	Iteration 2Q: 3 clusters Score -1495944 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1496514.625000 Penalty: 893.664246
	Iteration 3F: 3 clusters Score -1496515 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1497446.500000 Penalty: 893.664246
	Iteration 4F: 3 clusters Score -1497446 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1498835.750000 Penalty: 893.664246
	Iteration 5F: 3 clusters Score -1498836 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -1500419.500000 Penalty: 893.664246
	Iteration 6F: 3 clusters Score -1500420 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1501501.250000 Penalty: 893.664246
	Iteration 7F: 3 clusters Score -1501501 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1502160.000000 Penalty: 893.664246
	Iteration 8Q: 3 clusters Score -1502160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1502399.000000 Penalty: 893.664246
	Iteration 9Q: 3 clusters Score -1502399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -1502457.125000 Penalty: 893.664246
	Iteration 10Q: 3 clusters Score -1502457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1502481.750000 Penalty: 893.664246
	Iteration 11Q: 3 clusters Score -1502482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1502486.750000 Penalty: 893.664246
	Iteration 12Q: 3 clusters Score -1502487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1502491.250000 Penalty: 893.664246
	Iteration 13Q: 3 clusters Score -1502491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -1502491.250000 Penalty: 893.664246
	Iteration 14F: 3 clusters Score -1502491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10487 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11754 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6288 members 
Mstep: Class 28 contains 12893 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7485 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14084 members 
Mstep: Class 38 contains 10300 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3198 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6393 members 
Mstep: Class 47 contains 27574 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1885 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15852 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6528 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17743 members 
Mstep: Class 61 contains 14464 members 
Mstep: Class 62 contains 12209 members 
Mstep: Class 63 contains 13695 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20339 members 
Mstep: Class 66 contains 5702 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23581 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35367 members 
Mstep: Class 72 contains 22106 members 
Mstep: Class 73 contains 4152 members 
Mstep: Class 74 contains 4407 members 
Mstep: Class 75 contains 19632 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177072.000000 Penalty: 46951.042969
Iteration 439Q: 79 clusters Score -4.217707e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3333 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10627 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 11783 members 
Mstep: Class 15 contains 825 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6286 members 
Mstep: Class 28 contains 12860 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7456 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5240 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14052 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3204 members 
Mstep: Class 43 contains 6672 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6382 members 
Mstep: Class 47 contains 27588 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1886 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15885 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6536 members 
Mstep: Class 57 contains 2322 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17738 members 
Mstep: Class 61 contains 14661 members 
Mstep: Class 62 contains 12206 members 
Mstep: Class 63 contains 13575 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20347 members 
Mstep: Class 66 contains 5743 members 
Mstep: Class 67 contains 17947 members 
Mstep: Class 68 contains 24803 members 
Mstep: Class 69 contains 23575 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35374 members 
Mstep: Class 72 contains 22108 members 
Mstep: Class 73 contains 4084 members 
Mstep: Class 74 contains 4392 members 
Mstep: Class 75 contains 19676 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18375 members 
Mstep: Class 78 contains 19583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177148.000000 Penalty: 46951.042969
Iteration 440F: 79 clusters Score -4.217715e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3318 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11839 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17716 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 12804 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2846 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7412 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5246 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14032 members 
Mstep: Class 38 contains 10029 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3207 members 
Mstep: Class 43 contains 6655 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6379 members 
Mstep: Class 47 contains 27617 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15476 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6551 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17727 members 
Mstep: Class 61 contains 14897 members 
Mstep: Class 62 contains 12200 members 
Mstep: Class 63 contains 13434 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20359 members 
Mstep: Class 66 contains 5794 members 
Mstep: Class 67 contains 17948 members 
Mstep: Class 68 contains 24807 members 
Mstep: Class 69 contains 23571 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35381 members 
Mstep: Class 72 contains 22108 members 
Mstep: Class 73 contains 4008 members 
Mstep: Class 74 contains 4380 members 
Mstep: Class 75 contains 19688 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18344 members 
Mstep: Class 78 contains 20003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177076.000000 Penalty: 46951.042969
Iteration 441Q: 79 clusters Score -4.217708e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3314 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 10911 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 11869 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17717 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6280 members 
Mstep: Class 28 contains 12720 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 7375 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 14006 members 
Mstep: Class 38 contains 9931 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3218 members 
Mstep: Class 43 contains 6643 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6361 members 
Mstep: Class 47 contains 27673 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1876 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 15049 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6557 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17723 members 
Mstep: Class 61 contains 15185 members 
Mstep: Class 62 contains 12221 members 
Mstep: Class 63 contains 13302 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20370 members 
Mstep: Class 66 contains 5855 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24810 members 
Mstep: Class 69 contains 23565 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35394 members 
Mstep: Class 72 contains 22108 members 
Mstep: Class 73 contains 3934 members 
Mstep: Class 74 contains 4371 members 
Mstep: Class 75 contains 19661 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18308 members 
Mstep: Class 78 contains 20361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177204.000000 Penalty: 46951.042969
Iteration 442Q: 79 clusters Score -4.21772e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48037 members 
Mstep: Class 14 contains 11885 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17712 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6278 members 
Mstep: Class 28 contains 12661 members 
Mstep: Class 29 contains 1963 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2847 members 
Mstep: Class 32 contains 999 members 
Mstep: Class 33 contains 7352 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5246 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13982 members 
Mstep: Class 38 contains 9848 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3232 members 
Mstep: Class 43 contains 6628 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6355 members 
Mstep: Class 47 contains 27672 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14638 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6560 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17724 members 
Mstep: Class 61 contains 15484 members 
Mstep: Class 62 contains 12241 members 
Mstep: Class 63 contains 13178 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20381 members 
Mstep: Class 66 contains 5924 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24813 members 
Mstep: Class 69 contains 23567 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35420 members 
Mstep: Class 72 contains 22108 members 
Mstep: Class 73 contains 3871 members 
Mstep: Class 74 contains 4370 members 
Mstep: Class 75 contains 19648 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18300 members 
Mstep: Class 78 contains 20633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177288.000000 Penalty: 46951.042969
Iteration 443Q: 79 clusters Score -4.217729e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12181 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11149 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48035 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17716 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6277 members 
Mstep: Class 28 contains 12632 members 
Mstep: Class 29 contains 1964 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2849 members 
Mstep: Class 32 contains 997 members 
Mstep: Class 33 contains 7337 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13955 members 
Mstep: Class 38 contains 9762 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3238 members 
Mstep: Class 43 contains 6621 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6392 members 
Mstep: Class 47 contains 27695 members 
Mstep: Class 48 contains 2028 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 14274 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6559 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17723 members 
Mstep: Class 61 contains 15712 members 
Mstep: Class 62 contains 12246 members 
Mstep: Class 63 contains 13060 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20374 members 
Mstep: Class 66 contains 6002 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24814 members 
Mstep: Class 69 contains 23566 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35447 members 
Mstep: Class 72 contains 22109 members 
Mstep: Class 73 contains 3801 members 
Mstep: Class 74 contains 4368 members 
Mstep: Class 75 contains 19613 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18307 members 
Mstep: Class 78 contains 20850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177328.000000 Penalty: 46951.042969
Iteration 444Q: 79 clusters Score -4.217733e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 11944 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 1965 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2849 members 
Mstep: Class 32 contains 995 members 
Mstep: Class 33 contains 7314 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5240 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13923 members 
Mstep: Class 38 contains 9640 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3241 members 
Mstep: Class 43 contains 6614 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6460 members 
Mstep: Class 47 contains 27704 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13899 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6560 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17717 members 
Mstep: Class 61 contains 15989 members 
Mstep: Class 62 contains 12241 members 
Mstep: Class 63 contains 12941 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20372 members 
Mstep: Class 66 contains 6078 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24815 members 
Mstep: Class 69 contains 23569 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35477 members 
Mstep: Class 72 contains 22109 members 
Mstep: Class 73 contains 3720 members 
Mstep: Class 74 contains 4360 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18320 members 
Mstep: Class 78 contains 21052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177248.000000 Penalty: 46951.042969
Iteration 445Q: 79 clusters Score -4.217725e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11445 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48034 members 
Mstep: Class 14 contains 11986 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 12560 members 
Mstep: Class 29 contains 1967 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2849 members 
Mstep: Class 32 contains 993 members 
Mstep: Class 33 contains 7289 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5234 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13904 members 
Mstep: Class 38 contains 9555 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3247 members 
Mstep: Class 43 contains 6606 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6541 members 
Mstep: Class 47 contains 27717 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13608 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6561 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17725 members 
Mstep: Class 61 contains 16274 members 
Mstep: Class 62 contains 12224 members 
Mstep: Class 63 contains 12786 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20356 members 
Mstep: Class 66 contains 6157 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24819 members 
Mstep: Class 69 contains 23573 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35498 members 
Mstep: Class 72 contains 22110 members 
Mstep: Class 73 contains 3646 members 
Mstep: Class 74 contains 4343 members 
Mstep: Class 75 contains 19558 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18326 members 
Mstep: Class 78 contains 21117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177128.000000 Penalty: 46951.042969
Iteration 446Q: 79 clusters Score -4.217713e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11598 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48032 members 
Mstep: Class 14 contains 11999 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6275 members 
Mstep: Class 28 contains 12489 members 
Mstep: Class 29 contains 1968 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2849 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 7270 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5232 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13891 members 
Mstep: Class 38 contains 9449 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3253 members 
Mstep: Class 43 contains 6601 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6623 members 
Mstep: Class 47 contains 27722 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1873 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13340 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6571 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17752 members 
Mstep: Class 61 contains 16561 members 
Mstep: Class 62 contains 12215 members 
Mstep: Class 63 contains 12645 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20332 members 
Mstep: Class 66 contains 6232 members 
Mstep: Class 67 contains 17951 members 
Mstep: Class 68 contains 24820 members 
Mstep: Class 69 contains 23574 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35511 members 
Mstep: Class 72 contains 22110 members 
Mstep: Class 73 contains 3561 members 
Mstep: Class 74 contains 4333 members 
Mstep: Class 75 contains 19532 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18357 members 
Mstep: Class 78 contains 21195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177104.000000 Penalty: 46951.042969
Iteration 447Q: 79 clusters Score -4.21771e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6432 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2256 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48031 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17725 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 12404 members 
Mstep: Class 29 contains 1969 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 990 members 
Mstep: Class 33 contains 7252 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13876 members 
Mstep: Class 38 contains 9344 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3267 members 
Mstep: Class 43 contains 6595 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6700 members 
Mstep: Class 47 contains 27725 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 13086 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6579 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17788 members 
Mstep: Class 61 contains 16804 members 
Mstep: Class 62 contains 12200 members 
Mstep: Class 63 contains 12496 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20294 members 
Mstep: Class 66 contains 6300 members 
Mstep: Class 67 contains 17951 members 
Mstep: Class 68 contains 24820 members 
Mstep: Class 69 contains 23580 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35513 members 
Mstep: Class 72 contains 22110 members 
Mstep: Class 73 contains 3480 members 
Mstep: Class 74 contains 4325 members 
Mstep: Class 75 contains 19536 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18372 members 
Mstep: Class 78 contains 21329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177232.000000 Penalty: 46951.042969
Iteration 448Q: 79 clusters Score -4.217723e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 11890 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 7227 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13856 members 
Mstep: Class 38 contains 9285 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3288 members 
Mstep: Class 43 contains 6585 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6751 members 
Mstep: Class 47 contains 27736 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12832 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6585 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17809 members 
Mstep: Class 61 contains 17043 members 
Mstep: Class 62 contains 12170 members 
Mstep: Class 63 contains 12355 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20253 members 
Mstep: Class 66 contains 6379 members 
Mstep: Class 67 contains 17951 members 
Mstep: Class 68 contains 24829 members 
Mstep: Class 69 contains 23578 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35520 members 
Mstep: Class 72 contains 22113 members 
Mstep: Class 73 contains 3403 members 
Mstep: Class 74 contains 4328 members 
Mstep: Class 75 contains 19532 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18385 members 
Mstep: Class 78 contains 21452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177308.000000 Penalty: 46951.042969
Iteration 449Q: 79 clusters Score -4.217731e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3310 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 12042 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 12063 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17714 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 12231 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 7206 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5211 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13832 members 
Mstep: Class 38 contains 9208 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3314 members 
Mstep: Class 43 contains 6579 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6854 members 
Mstep: Class 47 contains 27737 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12642 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6595 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17836 members 
Mstep: Class 61 contains 17288 members 
Mstep: Class 62 contains 12142 members 
Mstep: Class 63 contains 12198 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20181 members 
Mstep: Class 66 contains 6479 members 
Mstep: Class 67 contains 17951 members 
Mstep: Class 68 contains 24844 members 
Mstep: Class 69 contains 23586 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35523 members 
Mstep: Class 72 contains 22118 members 
Mstep: Class 73 contains 3324 members 
Mstep: Class 74 contains 4321 members 
Mstep: Class 75 contains 19541 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18401 members 
Mstep: Class 78 contains 21499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177396.000000 Penalty: 46951.042969
Iteration 450Q: 79 clusters Score -4.21774e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3311 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48021 members 
Mstep: Class 14 contains 12105 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17710 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 12123 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7179 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5208 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13804 members 
Mstep: Class 38 contains 9168 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3344 members 
Mstep: Class 43 contains 6570 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 6947 members 
Mstep: Class 47 contains 27740 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1874 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12461 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6598 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17866 members 
Mstep: Class 61 contains 17533 members 
Mstep: Class 62 contains 12100 members 
Mstep: Class 63 contains 12022 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20132 members 
Mstep: Class 66 contains 6596 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24855 members 
Mstep: Class 69 contains 23575 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35524 members 
Mstep: Class 72 contains 22131 members 
Mstep: Class 73 contains 3234 members 
Mstep: Class 74 contains 4322 members 
Mstep: Class 75 contains 19563 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18401 members 
Mstep: Class 78 contains 21492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177400.000000 Penalty: 46951.042969
Iteration 451Q: 79 clusters Score -4.21774e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6438 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 12353 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48020 members 
Mstep: Class 14 contains 12132 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 12045 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7175 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5208 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13767 members 
Mstep: Class 38 contains 9131 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3386 members 
Mstep: Class 43 contains 6564 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7035 members 
Mstep: Class 47 contains 27762 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1876 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12249 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6602 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17861 members 
Mstep: Class 61 contains 17798 members 
Mstep: Class 62 contains 12032 members 
Mstep: Class 63 contains 11867 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20076 members 
Mstep: Class 66 contains 6708 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24866 members 
Mstep: Class 69 contains 23561 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35523 members 
Mstep: Class 72 contains 22144 members 
Mstep: Class 73 contains 3147 members 
Mstep: Class 74 contains 4324 members 
Mstep: Class 75 contains 19570 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18411 members 
Mstep: Class 78 contains 21508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177340.000000 Penalty: 46951.042969
Iteration 452Q: 79 clusters Score -4.217734e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3307 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 12503 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48018 members 
Mstep: Class 14 contains 12148 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17700 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11971 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7164 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13743 members 
Mstep: Class 38 contains 9117 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3421 members 
Mstep: Class 43 contains 6558 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7115 members 
Mstep: Class 47 contains 27766 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 12022 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6626 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17854 members 
Mstep: Class 61 contains 18052 members 
Mstep: Class 62 contains 11982 members 
Mstep: Class 63 contains 11708 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20044 members 
Mstep: Class 66 contains 6807 members 
Mstep: Class 67 contains 17950 members 
Mstep: Class 68 contains 24874 members 
Mstep: Class 69 contains 23553 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35524 members 
Mstep: Class 72 contains 22154 members 
Mstep: Class 73 contains 3048 members 
Mstep: Class 74 contains 4326 members 
Mstep: Class 75 contains 19596 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18415 members 
Mstep: Class 78 contains 21515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177368.000000 Penalty: 46951.042969
Iteration 453Q: 79 clusters Score -4.217737e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 12638 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48017 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17701 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11899 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7171 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5206 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13709 members 
Mstep: Class 38 contains 9093 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3452 members 
Mstep: Class 43 contains 6549 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7264 members 
Mstep: Class 47 contains 27792 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11812 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6648 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17848 members 
Mstep: Class 61 contains 18311 members 
Mstep: Class 62 contains 11967 members 
Mstep: Class 63 contains 11556 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20033 members 
Mstep: Class 66 contains 6868 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24886 members 
Mstep: Class 69 contains 23541 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35529 members 
Mstep: Class 72 contains 22167 members 
Mstep: Class 73 contains 2955 members 
Mstep: Class 74 contains 4332 members 
Mstep: Class 75 contains 19612 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18388 members 
Mstep: Class 78 contains 21450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177304.000000 Penalty: 46951.042969
Iteration 454Q: 79 clusters Score -4.21773e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 12767 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48016 members 
Mstep: Class 14 contains 12095 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11818 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2850 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7186 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13677 members 
Mstep: Class 38 contains 9066 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3489 members 
Mstep: Class 43 contains 6539 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7458 members 
Mstep: Class 47 contains 27846 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11626 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6658 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17831 members 
Mstep: Class 61 contains 18570 members 
Mstep: Class 62 contains 11970 members 
Mstep: Class 63 contains 11416 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20026 members 
Mstep: Class 66 contains 6916 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24893 members 
Mstep: Class 69 contains 23535 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35534 members 
Mstep: Class 72 contains 22173 members 
Mstep: Class 73 contains 2887 members 
Mstep: Class 74 contains 4339 members 
Mstep: Class 75 contains 19607 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18351 members 
Mstep: Class 78 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177340.000000 Penalty: 46951.042969
Iteration 455Q: 79 clusters Score -4.217734e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3313 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 12885 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48013 members 
Mstep: Class 14 contains 12067 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17705 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6208 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11745 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3068 members 
Mstep: Class 31 contains 2851 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 7197 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5198 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13651 members 
Mstep: Class 38 contains 9093 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3540 members 
Mstep: Class 43 contains 6533 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7679 members 
Mstep: Class 47 contains 27910 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1881 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11454 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6662 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17772 members 
Mstep: Class 61 contains 18929 members 
Mstep: Class 62 contains 11960 members 
Mstep: Class 63 contains 11288 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20006 members 
Mstep: Class 66 contains 6961 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24901 members 
Mstep: Class 69 contains 23538 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35540 members 
Mstep: Class 72 contains 22174 members 
Mstep: Class 73 contains 2805 members 
Mstep: Class 74 contains 4343 members 
Mstep: Class 75 contains 19589 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18306 members 
Mstep: Class 78 contains 21081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177276.000000 Penalty: 46951.042969
Iteration 456Q: 79 clusters Score -4.217728e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3315 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 12058 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11643 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3069 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 7200 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13625 members 
Mstep: Class 38 contains 9181 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3599 members 
Mstep: Class 43 contains 6528 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 7909 members 
Mstep: Class 47 contains 27959 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1881 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11254 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6665 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17713 members 
Mstep: Class 61 contains 19339 members 
Mstep: Class 62 contains 11933 members 
Mstep: Class 63 contains 11154 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20008 members 
Mstep: Class 66 contains 7012 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24907 members 
Mstep: Class 69 contains 23542 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35551 members 
Mstep: Class 72 contains 22177 members 
Mstep: Class 73 contains 2724 members 
Mstep: Class 74 contains 4361 members 
Mstep: Class 75 contains 19553 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18290 members 
Mstep: Class 78 contains 20740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177220.000000 Penalty: 46951.042969
Iteration 457Q: 79 clusters Score -4.217722e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13096 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48011 members 
Mstep: Class 14 contains 12032 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17713 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11507 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7219 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5180 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13594 members 
Mstep: Class 38 contains 9283 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3658 members 
Mstep: Class 43 contains 6523 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8198 members 
Mstep: Class 47 contains 27980 members 
Mstep: Class 48 contains 2027 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 11044 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6664 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17674 members 
Mstep: Class 61 contains 19772 members 
Mstep: Class 62 contains 11891 members 
Mstep: Class 63 contains 11044 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20036 members 
Mstep: Class 66 contains 7065 members 
Mstep: Class 67 contains 17949 members 
Mstep: Class 68 contains 24903 members 
Mstep: Class 69 contains 23547 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35560 members 
Mstep: Class 72 contains 22182 members 
Mstep: Class 73 contains 2646 members 
Mstep: Class 74 contains 4373 members 
Mstep: Class 75 contains 19521 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18315 members 
Mstep: Class 78 contains 20298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177112.000000 Penalty: 46951.042969
Iteration 458Q: 79 clusters Score -4.217711e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 12180 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13190 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48016 members 
Mstep: Class 14 contains 12019 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17720 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11376 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7227 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5164 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13565 members 
Mstep: Class 38 contains 9429 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3703 members 
Mstep: Class 43 contains 6515 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8469 members 
Mstep: Class 47 contains 27983 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10812 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6661 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17606 members 
Mstep: Class 61 contains 20212 members 
Mstep: Class 62 contains 11875 members 
Mstep: Class 63 contains 10938 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20066 members 
Mstep: Class 66 contains 7117 members 
Mstep: Class 67 contains 17948 members 
Mstep: Class 68 contains 24906 members 
Mstep: Class 69 contains 23558 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35568 members 
Mstep: Class 72 contains 22182 members 
Mstep: Class 73 contains 2559 members 
Mstep: Class 74 contains 4385 members 
Mstep: Class 75 contains 19500 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18336 members 
Mstep: Class 78 contains 19876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176980.000000 Penalty: 46951.042969
Iteration 459Q: 79 clusters Score -4.217698e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13278 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48021 members 
Mstep: Class 14 contains 12012 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17718 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11246 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7233 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5150 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13543 members 
Mstep: Class 38 contains 9543 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3741 members 
Mstep: Class 43 contains 6510 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 8748 members 
Mstep: Class 47 contains 27973 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1877 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10652 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6660 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17565 members 
Mstep: Class 61 contains 20653 members 
Mstep: Class 62 contains 11855 members 
Mstep: Class 63 contains 10838 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20092 members 
Mstep: Class 66 contains 7161 members 
Mstep: Class 67 contains 17948 members 
Mstep: Class 68 contains 24908 members 
Mstep: Class 69 contains 23570 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35573 members 
Mstep: Class 72 contains 22185 members 
Mstep: Class 73 contains 2477 members 
Mstep: Class 74 contains 4391 members 
Mstep: Class 75 contains 19496 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18353 members 
Mstep: Class 78 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176964.000000 Penalty: 46951.042969
Iteration 460F: 79 clusters Score -4.217696e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13343 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 12001 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 11082 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3070 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7230 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5143 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13524 members 
Mstep: Class 38 contains 9691 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3781 members 
Mstep: Class 43 contains 6506 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9044 members 
Mstep: Class 47 contains 27962 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10565 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6660 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17546 members 
Mstep: Class 61 contains 21081 members 
Mstep: Class 62 contains 11845 members 
Mstep: Class 63 contains 10750 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20132 members 
Mstep: Class 66 contains 7190 members 
Mstep: Class 67 contains 17948 members 
Mstep: Class 68 contains 24915 members 
Mstep: Class 69 contains 23578 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35577 members 
Mstep: Class 72 contains 22188 members 
Mstep: Class 73 contains 2408 members 
Mstep: Class 74 contains 4402 members 
Mstep: Class 75 contains 19493 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18370 members 
Mstep: Class 78 contains 18786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177084.000000 Penalty: 46951.042969
Iteration 461Q: 79 clusters Score -4.217708e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3332 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48027 members 
Mstep: Class 14 contains 12004 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17722 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10946 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2852 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7231 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5141 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13498 members 
Mstep: Class 38 contains 9885 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3805 members 
Mstep: Class 43 contains 6503 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9344 members 
Mstep: Class 47 contains 27957 members 
Mstep: Class 48 contains 2026 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1878 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10538 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6660 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17519 members 
Mstep: Class 61 contains 21511 members 
Mstep: Class 62 contains 11825 members 
Mstep: Class 63 contains 10657 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20142 members 
Mstep: Class 66 contains 7215 members 
Mstep: Class 67 contains 17948 members 
Mstep: Class 68 contains 24921 members 
Mstep: Class 69 contains 23573 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35578 members 
Mstep: Class 72 contains 22197 members 
Mstep: Class 73 contains 2348 members 
Mstep: Class 74 contains 4431 members 
Mstep: Class 75 contains 19490 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18395 members 
Mstep: Class 78 contains 18076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176916.000000 Penalty: 46951.042969
Iteration 462Q: 79 clusters Score -4.217692e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3331 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 13439 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48024 members 
Mstep: Class 14 contains 11999 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17722 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10814 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2853 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7219 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5138 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13475 members 
Mstep: Class 38 contains 10131 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3840 members 
Mstep: Class 43 contains 6499 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9680 members 
Mstep: Class 47 contains 27951 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1878 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10435 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6658 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17468 members 
Mstep: Class 61 contains 21959 members 
Mstep: Class 62 contains 11810 members 
Mstep: Class 63 contains 10585 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20115 members 
Mstep: Class 66 contains 7244 members 
Mstep: Class 67 contains 17947 members 
Mstep: Class 68 contains 24925 members 
Mstep: Class 69 contains 23574 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35581 members 
Mstep: Class 72 contains 22203 members 
Mstep: Class 73 contains 2293 members 
Mstep: Class 74 contains 4456 members 
Mstep: Class 75 contains 19495 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18410 members 
Mstep: Class 78 contains 17391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176976.000000 Penalty: 46951.042969
Iteration 463Q: 79 clusters Score -4.217698e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 13487 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48026 members 
Mstep: Class 14 contains 11978 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17723 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10685 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2855 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 7213 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5134 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13453 members 
Mstep: Class 38 contains 10297 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3878 members 
Mstep: Class 43 contains 6491 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 9991 members 
Mstep: Class 47 contains 27942 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1878 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10279 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6649 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17449 members 
Mstep: Class 61 contains 22386 members 
Mstep: Class 62 contains 11802 members 
Mstep: Class 63 contains 10510 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20146 members 
Mstep: Class 66 contains 7258 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24932 members 
Mstep: Class 69 contains 23575 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35583 members 
Mstep: Class 72 contains 22204 members 
Mstep: Class 73 contains 2243 members 
Mstep: Class 74 contains 4480 members 
Mstep: Class 75 contains 19507 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18421 members 
Mstep: Class 78 contains 16815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176820.000000 Penalty: 46951.042969
Iteration 464Q: 79 clusters Score -4.217682e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3326 members 
Mstep: Class 10 contains 2251 members 
Mstep: Class 11 contains 13544 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17713 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10549 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2855 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7199 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5134 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13441 members 
Mstep: Class 38 contains 10457 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3923 members 
Mstep: Class 43 contains 6483 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10290 members 
Mstep: Class 47 contains 27939 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1877 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10047 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6647 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17423 members 
Mstep: Class 61 contains 22885 members 
Mstep: Class 62 contains 11794 members 
Mstep: Class 63 contains 10414 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20177 members 
Mstep: Class 66 contains 7269 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24937 members 
Mstep: Class 69 contains 23570 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35587 members 
Mstep: Class 72 contains 22208 members 
Mstep: Class 73 contains 2201 members 
Mstep: Class 74 contains 4511 members 
Mstep: Class 75 contains 19509 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18428 members 
Mstep: Class 78 contains 16273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176852.000000 Penalty: 46951.042969
Iteration 465Q: 79 clusters Score -4.217685e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3327 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 13591 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48029 members 
Mstep: Class 14 contains 11931 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10422 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2855 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7176 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13433 members 
Mstep: Class 38 contains 10643 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 3962 members 
Mstep: Class 43 contains 6476 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10564 members 
Mstep: Class 47 contains 27948 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1877 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9709 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6645 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17362 members 
Mstep: Class 61 contains 23362 members 
Mstep: Class 62 contains 11814 members 
Mstep: Class 63 contains 10347 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20302 members 
Mstep: Class 66 contains 7267 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24944 members 
Mstep: Class 69 contains 23566 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35587 members 
Mstep: Class 72 contains 22212 members 
Mstep: Class 73 contains 2155 members 
Mstep: Class 74 contains 4527 members 
Mstep: Class 75 contains 19521 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18410 members 
Mstep: Class 78 contains 15802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176820.000000 Penalty: 46951.042969
Iteration 466Q: 79 clusters Score -4.217682e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3041 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3324 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48030 members 
Mstep: Class 14 contains 11895 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17700 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 10307 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2856 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7151 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13428 members 
Mstep: Class 38 contains 10798 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4007 members 
Mstep: Class 43 contains 6465 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 10783 members 
Mstep: Class 47 contains 27957 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1879 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9472 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6645 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17294 members 
Mstep: Class 61 contains 23831 members 
Mstep: Class 62 contains 11835 members 
Mstep: Class 63 contains 10291 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20367 members 
Mstep: Class 66 contains 7261 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24941 members 
Mstep: Class 69 contains 23566 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35588 members 
Mstep: Class 72 contains 22212 members 
Mstep: Class 73 contains 2105 members 
Mstep: Class 74 contains 4552 members 
Mstep: Class 75 contains 19520 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18404 members 
Mstep: Class 78 contains 15386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176840.000000 Penalty: 46951.042969
Iteration 467Q: 79 clusters Score -4.217684e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2250 members 
Mstep: Class 11 contains 13645 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48033 members 
Mstep: Class 14 contains 11863 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1048 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17697 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 10175 members 
Mstep: Class 29 contains 1970 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2857 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7126 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5138 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13415 members 
Mstep: Class 38 contains 10919 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4057 members 
Mstep: Class 43 contains 6456 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11027 members 
Mstep: Class 47 contains 27963 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1883 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9280 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6646 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17258 members 
Mstep: Class 61 contains 24220 members 
Mstep: Class 62 contains 11855 members 
Mstep: Class 63 contains 10244 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20426 members 
Mstep: Class 66 contains 7240 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24940 members 
Mstep: Class 69 contains 23565 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35588 members 
Mstep: Class 72 contains 22212 members 
Mstep: Class 73 contains 2061 members 
Mstep: Class 74 contains 4568 members 
Mstep: Class 75 contains 19521 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18395 members 
Mstep: Class 78 contains 15001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176808.000000 Penalty: 46951.042969
Iteration 468Q: 79 clusters Score -4.217681e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 11806 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17702 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 10082 members 
Mstep: Class 29 contains 1971 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2857 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7114 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5140 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13407 members 
Mstep: Class 38 contains 10985 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4127 members 
Mstep: Class 43 contains 6450 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11257 members 
Mstep: Class 47 contains 27951 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1887 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9151 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6643 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17236 members 
Mstep: Class 61 contains 24564 members 
Mstep: Class 62 contains 11856 members 
Mstep: Class 63 contains 10195 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20438 members 
Mstep: Class 66 contains 7211 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24942 members 
Mstep: Class 69 contains 23564 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35589 members 
Mstep: Class 72 contains 22212 members 
Mstep: Class 73 contains 2009 members 
Mstep: Class 74 contains 4579 members 
Mstep: Class 75 contains 19538 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18397 members 
Mstep: Class 78 contains 14672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176704.000000 Penalty: 46951.042969
Iteration 469Q: 79 clusters Score -4.21767e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3335 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 11747 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6199 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9965 members 
Mstep: Class 29 contains 1973 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2857 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7093 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5146 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13401 members 
Mstep: Class 38 contains 11028 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4192 members 
Mstep: Class 43 contains 6440 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11506 members 
Mstep: Class 47 contains 27949 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1888 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9091 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6642 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17228 members 
Mstep: Class 61 contains 24928 members 
Mstep: Class 62 contains 11859 members 
Mstep: Class 63 contains 10151 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20363 members 
Mstep: Class 66 contains 7181 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24938 members 
Mstep: Class 69 contains 23572 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35591 members 
Mstep: Class 72 contains 22211 members 
Mstep: Class 73 contains 1951 members 
Mstep: Class 74 contains 4590 members 
Mstep: Class 75 contains 19549 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18400 members 
Mstep: Class 78 contains 14370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176676.000000 Penalty: 46951.042969
Iteration 470Q: 79 clusters Score -4.217668e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11698 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17706 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9842 members 
Mstep: Class 29 contains 1975 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2856 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 7079 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5140 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13397 members 
Mstep: Class 38 contains 11011 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4251 members 
Mstep: Class 43 contains 6434 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 11790 members 
Mstep: Class 47 contains 27959 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1889 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9039 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6644 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17229 members 
Mstep: Class 61 contains 25312 members 
Mstep: Class 62 contains 11846 members 
Mstep: Class 63 contains 10122 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20204 members 
Mstep: Class 66 contains 7162 members 
Mstep: Class 67 contains 17946 members 
Mstep: Class 68 contains 24934 members 
Mstep: Class 69 contains 23585 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35591 members 
Mstep: Class 72 contains 22210 members 
Mstep: Class 73 contains 1898 members 
Mstep: Class 74 contains 4603 members 
Mstep: Class 75 contains 19564 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18394 members 
Mstep: Class 78 contains 14127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176588.000000 Penalty: 46951.042969
Iteration 471Q: 79 clusters Score -4.217659e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3341 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 13740 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48044 members 
Mstep: Class 14 contains 11638 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17704 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6194 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9743 members 
Mstep: Class 29 contains 1976 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 2857 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 7061 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13395 members 
Mstep: Class 38 contains 10989 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4298 members 
Mstep: Class 43 contains 6433 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12090 members 
Mstep: Class 47 contains 27976 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1889 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9032 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6649 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17220 members 
Mstep: Class 61 contains 25567 members 
Mstep: Class 62 contains 11851 members 
Mstep: Class 63 contains 10084 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 20038 members 
Mstep: Class 66 contains 7133 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24931 members 
Mstep: Class 69 contains 23603 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35592 members 
Mstep: Class 72 contains 22210 members 
Mstep: Class 73 contains 1851 members 
Mstep: Class 74 contains 4602 members 
Mstep: Class 75 contains 19591 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18376 members 
Mstep: Class 78 contains 13948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176484.000000 Penalty: 46951.042969
Iteration 472Q: 79 clusters Score -4.217648e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 2249 members 
Mstep: Class 11 contains 13760 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48044 members 
Mstep: Class 14 contains 11575 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17708 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9673 members 
Mstep: Class 29 contains 1977 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2858 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 7028 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5122 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13391 members 
Mstep: Class 38 contains 10930 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4367 members 
Mstep: Class 43 contains 6427 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12481 members 
Mstep: Class 47 contains 28007 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1892 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9085 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6659 members 
Mstep: Class 57 contains 2324 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17199 members 
Mstep: Class 61 contains 25788 members 
Mstep: Class 62 contains 11846 members 
Mstep: Class 63 contains 10054 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19735 members 
Mstep: Class 66 contains 7118 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24931 members 
Mstep: Class 69 contains 23610 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35594 members 
Mstep: Class 72 contains 22208 members 
Mstep: Class 73 contains 1791 members 
Mstep: Class 74 contains 4607 members 
Mstep: Class 75 contains 19600 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18368 members 
Mstep: Class 78 contains 13801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176400.000000 Penalty: 46951.042969
Iteration 473Q: 79 clusters Score -4.21764e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11515 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17710 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9562 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2858 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 6993 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13388 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4442 members 
Mstep: Class 43 contains 6415 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 12855 members 
Mstep: Class 47 contains 28046 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1894 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9183 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6669 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17196 members 
Mstep: Class 61 contains 26056 members 
Mstep: Class 62 contains 11821 members 
Mstep: Class 63 contains 10025 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19376 members 
Mstep: Class 66 contains 7104 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24926 members 
Mstep: Class 69 contains 23626 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35597 members 
Mstep: Class 72 contains 22208 members 
Mstep: Class 73 contains 1758 members 
Mstep: Class 74 contains 4605 members 
Mstep: Class 75 contains 19589 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18380 members 
Mstep: Class 78 contains 13663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176368.000000 Penalty: 46951.042969
Iteration 474Q: 79 clusters Score -4.217637e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 13812 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17716 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6200 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9452 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2858 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 6952 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13385 members 
Mstep: Class 38 contains 10742 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4550 members 
Mstep: Class 43 contains 6400 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13205 members 
Mstep: Class 47 contains 28087 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9273 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6674 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17166 members 
Mstep: Class 61 contains 26331 members 
Mstep: Class 62 contains 11778 members 
Mstep: Class 63 contains 9997 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 19064 members 
Mstep: Class 66 contains 7094 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24919 members 
Mstep: Class 69 contains 23642 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35597 members 
Mstep: Class 72 contains 22204 members 
Mstep: Class 73 contains 1734 members 
Mstep: Class 74 contains 4605 members 
Mstep: Class 75 contains 19580 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18401 members 
Mstep: Class 78 contains 13537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176364.000000 Penalty: 46951.042969
Iteration 475Q: 79 clusters Score -4.217636e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 13834 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 11370 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17721 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9294 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2858 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 6909 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5127 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13387 members 
Mstep: Class 38 contains 10581 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4648 members 
Mstep: Class 43 contains 6389 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13525 members 
Mstep: Class 47 contains 28111 members 
Mstep: Class 48 contains 2025 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1894 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9369 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6680 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17155 members 
Mstep: Class 61 contains 26662 members 
Mstep: Class 62 contains 11737 members 
Mstep: Class 63 contains 9971 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18784 members 
Mstep: Class 66 contains 7081 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24915 members 
Mstep: Class 69 contains 23648 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35598 members 
Mstep: Class 72 contains 22198 members 
Mstep: Class 73 contains 1708 members 
Mstep: Class 74 contains 4598 members 
Mstep: Class 75 contains 19576 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18430 members 
Mstep: Class 78 contains 13438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176332.000000 Penalty: 46951.042969
Iteration 476Q: 79 clusters Score -4.217633e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 13851 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 11318 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 17717 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9138 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2859 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 6865 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5135 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13383 members 
Mstep: Class 38 contains 10457 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4787 members 
Mstep: Class 43 contains 6380 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 13876 members 
Mstep: Class 47 contains 28132 members 
Mstep: Class 48 contains 2024 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1893 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9427 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6694 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17117 members 
Mstep: Class 61 contains 27030 members 
Mstep: Class 62 contains 11649 members 
Mstep: Class 63 contains 9945 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18491 members 
Mstep: Class 66 contains 7061 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24918 members 
Mstep: Class 69 contains 23655 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35599 members 
Mstep: Class 72 contains 22194 members 
Mstep: Class 73 contains 1675 members 
Mstep: Class 74 contains 4589 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18453 members 
Mstep: Class 78 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176208.000000 Penalty: 46951.042969
Iteration 477Q: 79 clusters Score -4.217621e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13866 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6203 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 9014 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2859 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 6812 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5135 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13385 members 
Mstep: Class 38 contains 10325 members 
Mstep: Class 39 contains 1313 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 4962 members 
Mstep: Class 43 contains 6371 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14252 members 
Mstep: Class 47 contains 28166 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9498 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6705 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 17053 members 
Mstep: Class 61 contains 27432 members 
Mstep: Class 62 contains 11542 members 
Mstep: Class 63 contains 9918 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 18117 members 
Mstep: Class 66 contains 7050 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24925 members 
Mstep: Class 69 contains 23666 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35600 members 
Mstep: Class 72 contains 22191 members 
Mstep: Class 73 contains 1646 members 
Mstep: Class 74 contains 4586 members 
Mstep: Class 75 contains 19578 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18480 members 
Mstep: Class 78 contains 13199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176252.000000 Penalty: 46951.042969
Iteration 478Q: 79 clusters Score -4.217625e+07 nChanged 1974
Entering ConstructFrom: 
Score: -42176252.000000 Penalty: 46951.042969
Entering ConstructFrom: 
Trying to split cluster 1 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -13448.138672 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -13448.14 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 229 members 
Entering Unmasked Estep 
Score: -13022.567383 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -13022.57 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13213.576172 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -13213.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13277.456055 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -13277.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13318.907227 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -13318.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13331.464844 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -13331.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13336.778320 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -13336.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13339.417969 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -13339.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13343.320312 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -13343.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13348.255859 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -13348.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13353.510742 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -13353.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13356.089844 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -13356.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13356.807617 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -13356.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13358.240234 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -13358.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13360.646484 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -13360.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13365.399414 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -13365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13368.370117 Penalty: 555.332825
	Iteration 15Q: 3 clusters Score -13368.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13371.769531 Penalty: 555.332825
	Iteration 16Q: 3 clusters Score -13371.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13374.160156 Penalty: 555.332825
	Iteration 17Q: 3 clusters Score -13374.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13375.760742 Penalty: 555.332825
	Iteration 18Q: 3 clusters Score -13375.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13377.600586 Penalty: 555.332825
	Iteration 19Q: 3 clusters Score -13377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13385.987305 Penalty: 555.332825
	Iteration 20F: 3 clusters Score -13385.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13399.520508 Penalty: 555.332825
	Iteration 21Q: 3 clusters Score -13399.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13405.467773 Penalty: 555.332825
	Iteration 22Q: 3 clusters Score -13405.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13406.682617 Penalty: 555.332825
	Iteration 23Q: 3 clusters Score -13406.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -13406.682617 Penalty: 555.332825
	Iteration 24F: 3 clusters Score -13406.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Entering Unmasked Estep 
Score: -29198.828125 Penalty: 286.182068
	Iteration 0F: 2 clusters Score -29198.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -28689.019531 Penalty: 572.364136
	Iteration 0F: 3 clusters Score -28689.02 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -28884.292969 Penalty: 572.364136
	Iteration 1F: 3 clusters Score -28884.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -28952.843750 Penalty: 572.364136
	Iteration 2F: 3 clusters Score -28952.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -28993.152344 Penalty: 572.364136
	Iteration 3F: 3 clusters Score -28993.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29038.556641 Penalty: 572.364136
	Iteration 4F: 3 clusters Score -29038.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29068.193359 Penalty: 572.364136
	Iteration 5Q: 3 clusters Score -29068.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29082.265625 Penalty: 572.364136
	Iteration 6Q: 3 clusters Score -29082.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29088.750000 Penalty: 572.364136
	Iteration 7Q: 3 clusters Score -29088.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29092.140625 Penalty: 572.364136
	Iteration 8Q: 3 clusters Score -29092.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29093.935547 Penalty: 572.364136
	Iteration 9Q: 3 clusters Score -29093.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -29094.818359 Penalty: 572.364136
	Iteration 10Q: 3 clusters Score -29094.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29095.322266 Penalty: 572.364136
	Iteration 11Q: 3 clusters Score -29095.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29095.494141 Penalty: 572.364136
	Iteration 12Q: 3 clusters Score -29095.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29095.494141 Penalty: 572.364136
	Iteration 13F: 3 clusters Score -29095.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -6693.900879 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -6693.901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6360.993164 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -6360.993 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6572.390137 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -6572.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6651.552734 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -6651.553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6669.773438 Penalty: 532.811523
	Iteration 3F: 3 clusters Score -6669.773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6675.890625 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -6675.891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6679.908691 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -6679.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6681.019043 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -6681.019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6689.303711 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -6689.304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6690.318848 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -6690.319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6691.180664 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -6691.181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6691.486328 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -6691.486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6694.348633 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -6694.349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6694.766602 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -6694.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6695.217285 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -6695.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6695.217285 Penalty: 532.811523
	Iteration 14F: 3 clusters Score -6695.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 116 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 233 members 
Entering Unmasked Estep 
Score: -42175620.000000 Penalty: 47552.976562
Splitting cluster 3 changes total score from -42176252.000000 to -42175620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -227762.421875 Penalty: 365.205597
	Iteration 0F: 2 clusters Score -227762.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -225632.109375 Penalty: 730.411194
	Iteration 0F: 3 clusters Score -225632.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -226298.578125 Penalty: 730.411194
	Iteration 1F: 3 clusters Score -226298.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -226363.390625 Penalty: 730.411194
	Iteration 2F: 3 clusters Score -226363.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -226408.390625 Penalty: 730.411194
	Iteration 3Q: 3 clusters Score -226408.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -226442.875000 Penalty: 730.411194
	Iteration 4Q: 3 clusters Score -226442.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -226483.765625 Penalty: 730.411194
	Iteration 5Q: 3 clusters Score -226483.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -226522.156250 Penalty: 730.411194
	Iteration 6Q: 3 clusters Score -226522.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -226577.531250 Penalty: 730.411194
	Iteration 7Q: 3 clusters Score -226577.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -226654.578125 Penalty: 730.411194
	Iteration 8Q: 3 clusters Score -226654.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -226746.078125 Penalty: 730.411194
	Iteration 9Q: 3 clusters Score -226746.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -226846.046875 Penalty: 730.411194
	Iteration 10Q: 3 clusters Score -226846 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -226927.890625 Penalty: 730.411194
	Iteration 11Q: 3 clusters Score -226927.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -226992.359375 Penalty: 730.411194
	Iteration 12Q: 3 clusters Score -226992.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -227049.000000 Penalty: 730.411194
	Iteration 13Q: 3 clusters Score -227049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -227102.375000 Penalty: 730.411194
	Iteration 14Q: 3 clusters Score -227102.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -227155.578125 Penalty: 730.411194
	Iteration 15Q: 3 clusters Score -227155.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -227202.671875 Penalty: 730.411194
	Iteration 16Q: 3 clusters Score -227202.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -227257.468750 Penalty: 730.411194
	Iteration 17Q: 3 clusters Score -227257.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -227300.062500 Penalty: 730.411194
	Iteration 18Q: 3 clusters Score -227300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -227334.875000 Penalty: 730.411194
	Iteration 19Q: 3 clusters Score -227334.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -227358.046875 Penalty: 730.411194
	Iteration 20F: 3 clusters Score -227358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -227384.875000 Penalty: 730.411194
	Iteration 21Q: 3 clusters Score -227384.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -227411.515625 Penalty: 730.411194
	Iteration 22Q: 3 clusters Score -227411.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -227431.453125 Penalty: 730.411194
	Iteration 23Q: 3 clusters Score -227431.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -227455.671875 Penalty: 730.411194
	Iteration 24Q: 3 clusters Score -227455.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -227464.875000 Penalty: 730.411194
	Iteration 25Q: 3 clusters Score -227464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -227468.796875 Penalty: 730.411194
	Iteration 26Q: 3 clusters Score -227468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -227475.187500 Penalty: 730.411194
	Iteration 27Q: 3 clusters Score -227475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -227482.953125 Penalty: 730.411194
	Iteration 28Q: 3 clusters Score -227483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -227485.500000 Penalty: 730.411194
	Iteration 29Q: 3 clusters Score -227485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -227486.203125 Penalty: 730.411194
	Iteration 30Q: 3 clusters Score -227486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -227487.859375 Penalty: 730.411194
	Iteration 31Q: 3 clusters Score -227487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -227487.859375 Penalty: 730.411194
	Iteration 32F: 3 clusters Score -227487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -976218.187500 Penalty: 428.024872
	Iteration 0F: 2 clusters Score -976218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -968051.125000 Penalty: 856.049744
	Iteration 0F: 3 clusters Score -968051.1 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -971246.312500 Penalty: 856.049744
	Iteration 1F: 3 clusters Score -971246.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -971496.750000 Penalty: 856.049744
	Iteration 2Q: 3 clusters Score -971496.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -971820.687500 Penalty: 856.049744
	Iteration 3F: 3 clusters Score -971820.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -972319.750000 Penalty: 856.049744
	Iteration 4F: 3 clusters Score -972319.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -973098.437500 Penalty: 856.049744
	Iteration 5F: 3 clusters Score -973098.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -974056.875000 Penalty: 856.049744
	Iteration 6F: 3 clusters Score -974056.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -974725.937500 Penalty: 856.049744
	Iteration 7F: 3 clusters Score -974725.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -975001.375000 Penalty: 856.049744
	Iteration 8Q: 3 clusters Score -975001.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -975170.000000 Penalty: 856.049744
	Iteration 9Q: 3 clusters Score -975170 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -975309.937500 Penalty: 856.049744
	Iteration 10Q: 3 clusters Score -975309.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -975428.312500 Penalty: 856.049744
	Iteration 11Q: 3 clusters Score -975428.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -975500.312500 Penalty: 856.049744
	Iteration 12Q: 3 clusters Score -975500.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -975546.000000 Penalty: 856.049744
	Iteration 13Q: 3 clusters Score -975546 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -975586.125000 Penalty: 856.049744
	Iteration 14Q: 3 clusters Score -975586.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -975610.312500 Penalty: 856.049744
	Iteration 15Q: 3 clusters Score -975610.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -975625.375000 Penalty: 856.049744
	Iteration 16Q: 3 clusters Score -975625.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -975643.187500 Penalty: 856.049744
	Iteration 17Q: 3 clusters Score -975643.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -975652.625000 Penalty: 856.049744
	Iteration 18Q: 3 clusters Score -975652.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -975661.562500 Penalty: 856.049744
	Iteration 19Q: 3 clusters Score -975661.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -975669.437500 Penalty: 856.049744
	Iteration 20F: 3 clusters Score -975669.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -975674.875000 Penalty: 856.049744
	Iteration 21Q: 3 clusters Score -975674.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -975676.437500 Penalty: 856.049744
	Iteration 22Q: 3 clusters Score -975676.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -975680.187500 Penalty: 856.049744
	Iteration 23Q: 3 clusters Score -975680.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -975685.250000 Penalty: 856.049744
	Iteration 24Q: 3 clusters Score -975685.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -975691.062500 Penalty: 856.049744
	Iteration 25Q: 3 clusters Score -975691.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -975696.000000 Penalty: 856.049744
	Iteration 26Q: 3 clusters Score -975696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -975699.500000 Penalty: 856.049744
	Iteration 27Q: 3 clusters Score -975699.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -975704.687500 Penalty: 856.049744
	Iteration 28Q: 3 clusters Score -975704.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -975708.562500 Penalty: 856.049744
	Iteration 29Q: 3 clusters Score -975708.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -975711.062500 Penalty: 856.049744
	Iteration 30Q: 3 clusters Score -975711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -975713.500000 Penalty: 856.049744
	Iteration 31Q: 3 clusters Score -975713.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -975716.000000 Penalty: 856.049744
	Iteration 32Q: 3 clusters Score -975716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -975717.000000 Penalty: 856.049744
	Iteration 33Q: 3 clusters Score -975717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -975716.750000 Penalty: 856.049744
	Iteration 34Q: 3 clusters Score -975716.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -975719.312500 Penalty: 856.049744
	Iteration 35Q: 3 clusters Score -975719.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -975724.375000 Penalty: 856.049744
	Iteration 36Q: 3 clusters Score -975724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -975724.312500 Penalty: 856.049744
	Iteration 37Q: 3 clusters Score -975724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -975724.250000 Penalty: 856.049744
	Iteration 38Q: 3 clusters Score -975724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -975726.812500 Penalty: 856.049744
	Iteration 39Q: 3 clusters Score -975726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -975725.625000 Penalty: 856.049744
	Iteration 40F: 3 clusters Score -975725.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -975726.500000 Penalty: 856.049744
	Iteration 41Q: 3 clusters Score -975726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -975726.500000 Penalty: 856.049744
	Iteration 42Q: 3 clusters Score -975726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -975728.937500 Penalty: 856.049744
	Iteration 43Q: 3 clusters Score -975728.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -975730.750000 Penalty: 856.049744
	Iteration 44Q: 3 clusters Score -975730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -975730.187500 Penalty: 856.049744
	Iteration 45Q: 3 clusters Score -975730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -975729.437500 Penalty: 856.049744
	Iteration 46Q: 3 clusters Score -975729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -975730.437500 Penalty: 856.049744
	Iteration 47Q: 3 clusters Score -975730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -975731.375000 Penalty: 856.049744
	Iteration 48Q: 3 clusters Score -975731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -975732.250000 Penalty: 856.049744
	Iteration 49Q: 3 clusters Score -975732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -975732.437500 Penalty: 856.049744
	Iteration 50Q: 3 clusters Score -975732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -975731.375000 Penalty: 856.049744
	Iteration 51Q: 3 clusters Score -975731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -975730.375000 Penalty: 856.049744
	Iteration 52Q: 3 clusters Score -975730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -975732.125000 Penalty: 856.049744
	Iteration 53Q: 3 clusters Score -975732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -975732.562500 Penalty: 856.049744
	Iteration 54Q: 3 clusters Score -975732.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -975732.437500 Penalty: 856.049744
	Iteration 55Q: 3 clusters Score -975732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -975733.687500 Penalty: 856.049744
	Iteration 56Q: 3 clusters Score -975733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -975734.312500 Penalty: 856.049744
	Iteration 57Q: 3 clusters Score -975734.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -975736.312500 Penalty: 856.049744
	Iteration 58Q: 3 clusters Score -975736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -975737.000000 Penalty: 856.049744
	Iteration 59Q: 3 clusters Score -975737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -975738.687500 Penalty: 856.049744
	Iteration 60F: 3 clusters Score -975738.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -975737.000000 Penalty: 856.049744
	Iteration 61Q: 3 clusters Score -975737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -975741.875000 Penalty: 856.049744
	Iteration 62Q: 3 clusters Score -975741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -975741.937500 Penalty: 856.049744
	Iteration 63Q: 3 clusters Score -975741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -975742.375000 Penalty: 856.049744
	Iteration 64Q: 3 clusters Score -975742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -975743.312500 Penalty: 856.049744
	Iteration 65Q: 3 clusters Score -975743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -975743.812500 Penalty: 856.049744
	Iteration 66Q: 3 clusters Score -975743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -975744.562500 Penalty: 856.049744
	Iteration 67Q: 3 clusters Score -975744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -975746.000000 Penalty: 856.049744
	Iteration 68Q: 3 clusters Score -975746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -975745.625000 Penalty: 856.049744
	Iteration 69Q: 3 clusters Score -975745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -975745.625000 Penalty: 856.049744
	Iteration 70F: 3 clusters Score -975745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -13154.185547 Penalty: 261.452271
	Iteration 0F: 2 clusters Score -13154.19 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 166 members 
Entering Unmasked Estep 
Score: -12822.613281 Penalty: 522.904541
	Iteration 0F: 3 clusters Score -12822.61 nChanged 98
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: -12999.879883 Penalty: 522.904541
	Iteration 1F: 3 clusters Score -12999.88 nChanged 39
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: -13108.655273 Penalty: 522.904541
	Iteration 2F: 3 clusters Score -13108.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13165.479492 Penalty: 522.904541
	Iteration 3F: 3 clusters Score -13165.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13183.371094 Penalty: 522.904541
	Iteration 4Q: 3 clusters Score -13183.37 nChanged 7
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: -13197.035156 Penalty: 522.904541
	Iteration 5Q: 3 clusters Score -13197.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13199.964844 Penalty: 522.904541
	Iteration 6Q: 3 clusters Score -13199.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13201.293945 Penalty: 522.904541
	Iteration 7Q: 3 clusters Score -13201.29 nChanged 1
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: -13203.033203 Penalty: 522.904541
	Iteration 8Q: 3 clusters Score -13203.03 nChanged 0
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: -13203.033203 Penalty: 522.904541
	Iteration 9F: 3 clusters Score -13203.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 160 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 153 members 
Entering Unmasked Estep 
Score: -42175652.000000 Penalty: 47552.976562
Splitting cluster 6 changes total score from -42176252.000000 to -42175652.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Entering Unmasked Estep 
Score: -501199.531250 Penalty: 398.920563
	Iteration 0F: 2 clusters Score -501199.5 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 3198 members 
Entering Unmasked Estep 
Score: -496903.468750 Penalty: 797.841125
	Iteration 0F: 3 clusters Score -496903.5 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -498561.968750 Penalty: 797.841125
	Iteration 1F: 3 clusters Score -498562 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -498675.781250 Penalty: 797.841125
	Iteration 2F: 3 clusters Score -498675.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -498806.031250 Penalty: 797.841125
	Iteration 3Q: 3 clusters Score -498806 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -499010.718750 Penalty: 797.841125
	Iteration 4F: 3 clusters Score -499010.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -499298.593750 Penalty: 797.841125
	Iteration 5F: 3 clusters Score -499298.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -499676.281250 Penalty: 797.841125
	Iteration 6F: 3 clusters Score -499676.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -500124.156250 Penalty: 797.841125
	Iteration 7F: 3 clusters Score -500124.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -500483.093750 Penalty: 797.841125
	Iteration 8F: 3 clusters Score -500483.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -500675.531250 Penalty: 797.841125
	Iteration 9Q: 3 clusters Score -500675.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -500778.718750 Penalty: 797.841125
	Iteration 10Q: 3 clusters Score -500778.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -500831.187500 Penalty: 797.841125
	Iteration 11Q: 3 clusters Score -500831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -500849.281250 Penalty: 797.841125
	Iteration 12Q: 3 clusters Score -500849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -500855.750000 Penalty: 797.841125
	Iteration 13Q: 3 clusters Score -500855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -500857.843750 Penalty: 797.841125
	Iteration 14Q: 3 clusters Score -500857.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -500857.843750 Penalty: 797.841125
	Iteration 15F: 3 clusters Score -500857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -24625.822266 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -24625.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24225.066406 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -24225.07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24357.597656 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -24357.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24387.019531 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -24387.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24413.220703 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -24413.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24428.912109 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -24428.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24437.683594 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -24437.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24441.437500 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -24441.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -24443.830078 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -24443.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -24447.312500 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -24447.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24450.501953 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -24450.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24452.683594 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -24452.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24453.593750 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -24453.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -24454.640625 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -24454.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24455.001953 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -24455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24455.001953 Penalty: 542.919373
	Iteration 14F: 3 clusters Score -24455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Entering Unmasked Estep 
Score: -249805.156250 Penalty: 369.459747
	Iteration 0F: 2 clusters Score -249805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -247463.953125 Penalty: 738.919495
	Iteration 0F: 3 clusters Score -247464 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -248281.140625 Penalty: 738.919495
	Iteration 1F: 3 clusters Score -248281.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -248406.328125 Penalty: 738.919495
	Iteration 2F: 3 clusters Score -248406.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248548.593750 Penalty: 738.919495
	Iteration 3F: 3 clusters Score -248548.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -248703.531250 Penalty: 738.919495
	Iteration 4F: 3 clusters Score -248703.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -248902.859375 Penalty: 738.919495
	Iteration 5F: 3 clusters Score -248902.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -249124.906250 Penalty: 738.919495
	Iteration 6F: 3 clusters Score -249124.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -249296.687500 Penalty: 738.919495
	Iteration 7F: 3 clusters Score -249296.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -249409.406250 Penalty: 738.919495
	Iteration 8Q: 3 clusters Score -249409.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -249466.250000 Penalty: 738.919495
	Iteration 9Q: 3 clusters Score -249466.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -249505.312500 Penalty: 738.919495
	Iteration 10Q: 3 clusters Score -249505.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -249525.546875 Penalty: 738.919495
	Iteration 11Q: 3 clusters Score -249525.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -249541.312500 Penalty: 738.919495
	Iteration 12Q: 3 clusters Score -249541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -249550.125000 Penalty: 738.919495
	Iteration 13Q: 3 clusters Score -249550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -249555.546875 Penalty: 738.919495
	Iteration 14Q: 3 clusters Score -249555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -249560.015625 Penalty: 738.919495
	Iteration 15Q: 3 clusters Score -249560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -249561.593750 Penalty: 738.919495
	Iteration 16Q: 3 clusters Score -249561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -249564.921875 Penalty: 738.919495
	Iteration 17Q: 3 clusters Score -249564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -249569.890625 Penalty: 738.919495
	Iteration 18Q: 3 clusters Score -249569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -249570.937500 Penalty: 738.919495
	Iteration 19Q: 3 clusters Score -249570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -249570.890625 Penalty: 738.919495
	Iteration 20F: 3 clusters Score -249570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -163832.484375 Penalty: 351.119232
	Iteration 0F: 2 clusters Score -163832.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -162212.265625 Penalty: 702.238464
	Iteration 0F: 3 clusters Score -162212.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -162811.031250 Penalty: 702.238464
	Iteration 1F: 3 clusters Score -162811 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162923.578125 Penalty: 702.238464
	Iteration 2F: 3 clusters Score -162923.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163009.828125 Penalty: 702.238464
	Iteration 3F: 3 clusters Score -163009.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163102.500000 Penalty: 702.238464
	Iteration 4F: 3 clusters Score -163102.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163195.421875 Penalty: 702.238464
	Iteration 5F: 3 clusters Score -163195.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -163285.468750 Penalty: 702.238464
	Iteration 6F: 3 clusters Score -163285.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -163356.937500 Penalty: 702.238464
	Iteration 7Q: 3 clusters Score -163356.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -163410.546875 Penalty: 702.238464
	Iteration 8Q: 3 clusters Score -163410.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -163444.937500 Penalty: 702.238464
	Iteration 9Q: 3 clusters Score -163444.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -163467.796875 Penalty: 702.238464
	Iteration 10Q: 3 clusters Score -163467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -163480.812500 Penalty: 702.238464
	Iteration 11Q: 3 clusters Score -163480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -163493.125000 Penalty: 702.238464
	Iteration 12Q: 3 clusters Score -163493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -163507.781250 Penalty: 702.238464
	Iteration 13Q: 3 clusters Score -163507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -163517.062500 Penalty: 702.238464
	Iteration 14Q: 3 clusters Score -163517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -163528.203125 Penalty: 702.238464
	Iteration 15Q: 3 clusters Score -163528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -163531.406250 Penalty: 702.238464
	Iteration 16Q: 3 clusters Score -163531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -163533.171875 Penalty: 702.238464
	Iteration 17Q: 3 clusters Score -163533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -163533.171875 Penalty: 702.238464
	Iteration 18F: 3 clusters Score -163533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Entering Unmasked Estep 
Score: -1124066.875000 Penalty: 433.978455
	Iteration 0F: 2 clusters Score -1124067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1114844.125000 Penalty: 867.956909
	Iteration 0F: 3 clusters Score -1114844 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1118508.500000 Penalty: 867.956909
	Iteration 1F: 3 clusters Score -1118508 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1119014.000000 Penalty: 867.956909
	Iteration 2F: 3 clusters Score -1119014 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1119967.875000 Penalty: 867.956909
	Iteration 3F: 3 clusters Score -1119968 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1121192.750000 Penalty: 867.956909
	Iteration 4F: 3 clusters Score -1121193 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1122362.500000 Penalty: 867.956909
	Iteration 5F: 3 clusters Score -1122362 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1123151.375000 Penalty: 867.956909
	Iteration 6F: 3 clusters Score -1123151 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1123547.000000 Penalty: 867.956909
	Iteration 7Q: 3 clusters Score -1123547 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1123726.375000 Penalty: 867.956909
	Iteration 8Q: 3 clusters Score -1123726 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1123863.500000 Penalty: 867.956909
	Iteration 9Q: 3 clusters Score -1123864 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1123939.375000 Penalty: 867.956909
	Iteration 10Q: 3 clusters Score -1123939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1123969.750000 Penalty: 867.956909
	Iteration 11Q: 3 clusters Score -1123970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1123992.125000 Penalty: 867.956909
	Iteration 12Q: 3 clusters Score -1123992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1124009.000000 Penalty: 867.956909
	Iteration 13Q: 3 clusters Score -1124009 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1124017.000000 Penalty: 867.956909
	Iteration 14Q: 3 clusters Score -1124017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1124028.000000 Penalty: 867.956909
	Iteration 15Q: 3 clusters Score -1124028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1124030.000000 Penalty: 867.956909
	Iteration 16Q: 3 clusters Score -1124030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1124037.250000 Penalty: 867.956909
	Iteration 17Q: 3 clusters Score -1124037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1124033.750000 Penalty: 867.956909
	Iteration 18Q: 3 clusters Score -1124034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1124035.875000 Penalty: 867.956909
	Iteration 19Q: 3 clusters Score -1124036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1124038.625000 Penalty: 867.956909
	Iteration 20F: 3 clusters Score -1124039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1124037.625000 Penalty: 867.956909
	Iteration 21Q: 3 clusters Score -1124038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1124042.375000 Penalty: 867.956909
	Iteration 22Q: 3 clusters Score -1124042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1124045.625000 Penalty: 867.956909
	Iteration 23Q: 3 clusters Score -1124046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1124047.500000 Penalty: 867.956909
	Iteration 24Q: 3 clusters Score -1124048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1124044.625000 Penalty: 867.956909
	Iteration 25Q: 3 clusters Score -1124045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1124049.750000 Penalty: 867.956909
	Iteration 26Q: 3 clusters Score -1124050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1124048.625000 Penalty: 867.956909
	Iteration 27Q: 3 clusters Score -1124049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1124050.250000 Penalty: 867.956909
	Iteration 28Q: 3 clusters Score -1124050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1124052.625000 Penalty: 867.956909
	Iteration 29Q: 3 clusters Score -1124053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1124054.375000 Penalty: 867.956909
	Iteration 30Q: 3 clusters Score -1124054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1124052.000000 Penalty: 867.956909
	Iteration 31Q: 3 clusters Score -1124052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1124056.000000 Penalty: 867.956909
	Iteration 32Q: 3 clusters Score -1124056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1124058.875000 Penalty: 867.956909
	Iteration 33Q: 3 clusters Score -1124059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1124058.500000 Penalty: 867.956909
	Iteration 34Q: 3 clusters Score -1124058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1124061.250000 Penalty: 867.956909
	Iteration 35Q: 3 clusters Score -1124061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1124062.750000 Penalty: 867.956909
	Iteration 36Q: 3 clusters Score -1124063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1124062.125000 Penalty: 867.956909
	Iteration 37Q: 3 clusters Score -1124062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1124061.250000 Penalty: 867.956909
	Iteration 38Q: 3 clusters Score -1124061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1124063.000000 Penalty: 867.956909
	Iteration 39Q: 3 clusters Score -1124063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1124063.625000 Penalty: 867.956909
	Iteration 40F: 3 clusters Score -1124064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1124061.750000 Penalty: 867.956909
	Iteration 41Q: 3 clusters Score -1124062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1124061.250000 Penalty: 867.956909
	Iteration 42Q: 3 clusters Score -1124061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1124063.375000 Penalty: 867.956909
	Iteration 43Q: 3 clusters Score -1124063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1124062.000000 Penalty: 867.956909
	Iteration 44Q: 3 clusters Score -1124062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1124062.875000 Penalty: 867.956909
	Iteration 45Q: 3 clusters Score -1124063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1124066.375000 Penalty: 867.956909
	Iteration 46Q: 3 clusters Score -1124066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1124065.750000 Penalty: 867.956909
	Iteration 47Q: 3 clusters Score -1124066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1124070.250000 Penalty: 867.956909
	Iteration 48Q: 3 clusters Score -1124070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1124069.750000 Penalty: 867.956909
	Iteration 49Q: 3 clusters Score -1124070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1124072.125000 Penalty: 867.956909
	Iteration 50Q: 3 clusters Score -1124072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1124074.875000 Penalty: 867.956909
	Iteration 51Q: 3 clusters Score -1124075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1124076.625000 Penalty: 867.956909
	Iteration 52Q: 3 clusters Score -1124077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1124079.500000 Penalty: 867.956909
	Iteration 53Q: 3 clusters Score -1124080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1124081.750000 Penalty: 867.956909
	Iteration 54Q: 3 clusters Score -1124082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1124083.750000 Penalty: 867.956909
	Iteration 55Q: 3 clusters Score -1124084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1124084.250000 Penalty: 867.956909
	Iteration 56Q: 3 clusters Score -1124084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1124085.500000 Penalty: 867.956909
	Iteration 57Q: 3 clusters Score -1124086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1124086.875000 Penalty: 867.956909
	Iteration 58Q: 3 clusters Score -1124087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1124087.750000 Penalty: 867.956909
	Iteration 59Q: 3 clusters Score -1124088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1124091.500000 Penalty: 867.956909
	Iteration 60F: 3 clusters Score -1124092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1124092.625000 Penalty: 867.956909
	Iteration 61Q: 3 clusters Score -1124093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1124094.000000 Penalty: 867.956909
	Iteration 62Q: 3 clusters Score -1124094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1124094.500000 Penalty: 867.956909
	Iteration 63Q: 3 clusters Score -1124094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1124094.375000 Penalty: 867.956909
	Iteration 64Q: 3 clusters Score -1124094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1124095.500000 Penalty: 867.956909
	Iteration 65Q: 3 clusters Score -1124096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1124098.750000 Penalty: 867.956909
	Iteration 66Q: 3 clusters Score -1124099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1124099.375000 Penalty: 867.956909
	Iteration 67Q: 3 clusters Score -1124099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1124101.250000 Penalty: 867.956909
	Iteration 68Q: 3 clusters Score -1124101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1124098.250000 Penalty: 867.956909
	Iteration 69Q: 3 clusters Score -1124098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1124100.375000 Penalty: 867.956909
	Iteration 70Q: 3 clusters Score -1124100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1124101.625000 Penalty: 867.956909
	Iteration 71Q: 3 clusters Score -1124102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1124098.875000 Penalty: 867.956909
	Iteration 72Q: 3 clusters Score -1124099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1124100.375000 Penalty: 867.956909
	Iteration 73Q: 3 clusters Score -1124100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1124100.625000 Penalty: 867.956909
	Iteration 74Q: 3 clusters Score -1124101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1124100.750000 Penalty: 867.956909
	Iteration 75Q: 3 clusters Score -1124101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1124100.250000 Penalty: 867.956909
	Iteration 76Q: 3 clusters Score -1124100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1124100.250000 Penalty: 867.956909
	Iteration 77F: 3 clusters Score -1124100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 4071 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 9806 members 
Entering Unmasked Estep 
Score: -42175664.000000 Penalty: 47552.976562
Splitting cluster 11 changes total score from -42176252.000000 to -42175664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -16535.554688 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -16535.55 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 127 members 
Entering Unmasked Estep 
Score: -16279.907227 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16279.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16410.201172 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16410.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16432.376953 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16432.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16442.535156 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16442.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16446.265625 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16446.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16448.777344 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16448.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16451.390625 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16451.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16451.916016 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16451.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16451.916016 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -16451.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Entering Unmasked Estep 
Score: -3666341.250000 Penalty: 490.482300
	Iteration 0F: 2 clusters Score -3666341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3635997.000000 Penalty: 980.964600
	Iteration 0F: 3 clusters Score -3635997 nChanged 23328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3650706.250000 Penalty: 980.964600
	Iteration 1F: 3 clusters Score -3650706 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3652130.500000 Penalty: 980.964600
	Iteration 2F: 3 clusters Score -3652130 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3654244.000000 Penalty: 980.964600
	Iteration 3F: 3 clusters Score -3654244 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3656754.250000 Penalty: 980.964600
	Iteration 4F: 3 clusters Score -3656754 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3658602.500000 Penalty: 980.964600
	Iteration 5F: 3 clusters Score -3658602 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -3659169.500000 Penalty: 980.964600
	Iteration 6Q: 3 clusters Score -3659170 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3659293.500000 Penalty: 980.964600
	Iteration 7Q: 3 clusters Score -3659294 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3659328.750000 Penalty: 980.964600
	Iteration 8Q: 3 clusters Score -3659329 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3659344.750000 Penalty: 980.964600
	Iteration 9Q: 3 clusters Score -3659345 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3659349.250000 Penalty: 980.964600
	Iteration 10Q: 3 clusters Score -3659349 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3659344.000000 Penalty: 980.964600
	Iteration 11Q: 3 clusters Score -3659344 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3659353.750000 Penalty: 980.964600
	Iteration 12Q: 3 clusters Score -3659354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3659363.000000 Penalty: 980.964600
	Iteration 13Q: 3 clusters Score -3659363 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3659365.000000 Penalty: 980.964600
	Iteration 14Q: 3 clusters Score -3659365 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -3659356.500000 Penalty: 980.964600
	Iteration 15Q: 3 clusters Score -3659356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3659338.500000 Penalty: 980.964600
	Iteration 16Q: 3 clusters Score -3659338 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3659338.000000 Penalty: 980.964600
	Iteration 17Q: 3 clusters Score -3659338 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3659332.500000 Penalty: 980.964600
	Iteration 18Q: 3 clusters Score -3659332 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3659320.250000 Penalty: 980.964600
	Iteration 19Q: 3 clusters Score -3659320 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3659303.500000 Penalty: 980.964600
	Iteration 20F: 3 clusters Score -3659304 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3659299.000000 Penalty: 980.964600
	Iteration 21Q: 3 clusters Score -3659299 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3659291.000000 Penalty: 980.964600
	Iteration 22Q: 3 clusters Score -3659291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3659277.000000 Penalty: 980.964600
	Iteration 23Q: 3 clusters Score -3659277 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -3659273.750000 Penalty: 980.964600
	Iteration 24Q: 3 clusters Score -3659274 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3659251.250000 Penalty: 980.964600
	Iteration 25Q: 3 clusters Score -3659251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3659237.250000 Penalty: 980.964600
	Iteration 26Q: 3 clusters Score -3659237 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3659238.500000 Penalty: 980.964600
	Iteration 27Q: 3 clusters Score -3659238 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3659239.750000 Penalty: 980.964600
	Iteration 28Q: 3 clusters Score -3659240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -3659244.250000 Penalty: 980.964600
	Iteration 29Q: 3 clusters Score -3659244 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3659244.500000 Penalty: 980.964600
	Iteration 30Q: 3 clusters Score -3659244 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3659231.000000 Penalty: 980.964600
	Iteration 31Q: 3 clusters Score -3659231 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3659210.000000 Penalty: 980.964600
	Iteration 32Q: 3 clusters Score -3659210 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -3659204.000000 Penalty: 980.964600
	Iteration 33Q: 3 clusters Score -3659204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3659181.750000 Penalty: 980.964600
	Iteration 34Q: 3 clusters Score -3659182 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3659177.250000 Penalty: 980.964600
	Iteration 35Q: 3 clusters Score -3659177 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3659181.000000 Penalty: 980.964600
	Iteration 36Q: 3 clusters Score -3659181 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3659185.750000 Penalty: 980.964600
	Iteration 37Q: 3 clusters Score -3659186 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3659165.000000 Penalty: 980.964600
	Iteration 38Q: 3 clusters Score -3659165 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3659134.000000 Penalty: 980.964600
	Iteration 39Q: 3 clusters Score -3659134 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3659137.000000 Penalty: 980.964600
	Iteration 40F: 3 clusters Score -3659137 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3659112.250000 Penalty: 980.964600
	Iteration 41Q: 3 clusters Score -3659112 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3659098.500000 Penalty: 980.964600
	Iteration 42Q: 3 clusters Score -3659098 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3659099.750000 Penalty: 980.964600
	Iteration 43Q: 3 clusters Score -3659100 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3659137.000000 Penalty: 980.964600
	Iteration 44Q: 3 clusters Score -3659137 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3659157.500000 Penalty: 980.964600
	Iteration 45Q: 3 clusters Score -3659158 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3659219.250000 Penalty: 980.964600
	Iteration 46Q: 3 clusters Score -3659219 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3659265.500000 Penalty: 980.964600
	Iteration 47Q: 3 clusters Score -3659266 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3659371.250000 Penalty: 980.964600
	Iteration 48Q: 3 clusters Score -3659371 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3659476.000000 Penalty: 980.964600
	Iteration 49Q: 3 clusters Score -3659476 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3659561.750000 Penalty: 980.964600
	Iteration 50Q: 3 clusters Score -3659562 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3659701.250000 Penalty: 980.964600
	Iteration 51Q: 3 clusters Score -3659701 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3659824.250000 Penalty: 980.964600
	Iteration 52Q: 3 clusters Score -3659824 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3660008.250000 Penalty: 980.964600
	Iteration 53Q: 3 clusters Score -3660008 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3660173.000000 Penalty: 980.964600
	Iteration 54Q: 3 clusters Score -3660173 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3660374.500000 Penalty: 980.964600
	Iteration 55Q: 3 clusters Score -3660374 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3660568.000000 Penalty: 980.964600
	Iteration 56Q: 3 clusters Score -3660568 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3660770.000000 Penalty: 980.964600
	Iteration 57Q: 3 clusters Score -3660770 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3661005.500000 Penalty: 980.964600
	Iteration 58Q: 3 clusters Score -3661006 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3661235.750000 Penalty: 980.964600
	Iteration 59Q: 3 clusters Score -3661236 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3661915.000000 Penalty: 980.964600
	Iteration 60F: 3 clusters Score -3661915 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3662615.250000 Penalty: 980.964600
	Iteration 61Q: 3 clusters Score -3662615 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3663150.250000 Penalty: 980.964600
	Iteration 62Q: 3 clusters Score -3663150 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3663664.250000 Penalty: 980.964600
	Iteration 63Q: 3 clusters Score -3663664 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3664001.000000 Penalty: 980.964600
	Iteration 64Q: 3 clusters Score -3664001 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3664203.500000 Penalty: 980.964600
	Iteration 65Q: 3 clusters Score -3664204 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3664648.750000 Penalty: 980.964600
	Iteration 66Q: 3 clusters Score -3664649 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3665024.250000 Penalty: 980.964600
	Iteration 67Q: 3 clusters Score -3665024 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3665229.250000 Penalty: 980.964600
	Iteration 68Q: 3 clusters Score -3665229 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3665370.500000 Penalty: 980.964600
	Iteration 69Q: 3 clusters Score -3665370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3665508.750000 Penalty: 980.964600
	Iteration 70Q: 3 clusters Score -3665509 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3665618.750000 Penalty: 980.964600
	Iteration 71Q: 3 clusters Score -3665619 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3665703.500000 Penalty: 980.964600
	Iteration 72Q: 3 clusters Score -3665704 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3665763.250000 Penalty: 980.964600
	Iteration 73Q: 3 clusters Score -3665763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3665791.250000 Penalty: 980.964600
	Iteration 74Q: 3 clusters Score -3665791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3665813.000000 Penalty: 980.964600
	Iteration 75Q: 3 clusters Score -3665813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3665834.250000 Penalty: 980.964600
	Iteration 76Q: 3 clusters Score -3665834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3665853.750000 Penalty: 980.964600
	Iteration 77Q: 3 clusters Score -3665854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3665874.500000 Penalty: 980.964600
	Iteration 78Q: 3 clusters Score -3665874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3665887.500000 Penalty: 980.964600
	Iteration 79Q: 3 clusters Score -3665888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3665894.250000 Penalty: 980.964600
	Iteration 80F: 3 clusters Score -3665894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3665889.500000 Penalty: 980.964600
	Iteration 81Q: 3 clusters Score -3665890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3665908.250000 Penalty: 980.964600
	Iteration 82Q: 3 clusters Score -3665908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3665917.750000 Penalty: 980.964600
	Iteration 83Q: 3 clusters Score -3665918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3665919.000000 Penalty: 980.964600
	Iteration 84Q: 3 clusters Score -3665919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3665927.000000 Penalty: 980.964600
	Iteration 85Q: 3 clusters Score -3665927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3665929.500000 Penalty: 980.964600
	Iteration 86Q: 3 clusters Score -3665930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3665924.750000 Penalty: 980.964600
	Iteration 87Q: 3 clusters Score -3665925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3665933.000000 Penalty: 980.964600
	Iteration 88Q: 3 clusters Score -3665933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3665930.000000 Penalty: 980.964600
	Iteration 89Q: 3 clusters Score -3665930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3665928.000000 Penalty: 980.964600
	Iteration 90Q: 3 clusters Score -3665928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3665931.000000 Penalty: 980.964600
	Iteration 91Q: 3 clusters Score -3665931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3665932.750000 Penalty: 980.964600
	Iteration 92Q: 3 clusters Score -3665933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3665934.750000 Penalty: 980.964600
	Iteration 93Q: 3 clusters Score -3665935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3665934.250000 Penalty: 980.964600
	Iteration 94Q: 3 clusters Score -3665934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3665934.250000 Penalty: 980.964600
	Iteration 95F: 3 clusters Score -3665934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Entering Unmasked Estep 
Score: -902146.500000 Penalty: 424.002960
	Iteration 0F: 2 clusters Score -902146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -894801.687500 Penalty: 848.005920
	Iteration 0F: 3 clusters Score -894801.7 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -897738.437500 Penalty: 848.005920
	Iteration 1F: 3 clusters Score -897738.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -898020.750000 Penalty: 848.005920
	Iteration 2F: 3 clusters Score -898020.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -898427.875000 Penalty: 848.005920
	Iteration 3F: 3 clusters Score -898427.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -898990.312500 Penalty: 848.005920
	Iteration 4F: 3 clusters Score -898990.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -899720.437500 Penalty: 848.005920
	Iteration 5F: 3 clusters Score -899720.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -900464.000000 Penalty: 848.005920
	Iteration 6F: 3 clusters Score -900464 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -901037.312500 Penalty: 848.005920
	Iteration 7F: 3 clusters Score -901037.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -901419.312500 Penalty: 848.005920
	Iteration 8Q: 3 clusters Score -901419.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -901638.187500 Penalty: 848.005920
	Iteration 9Q: 3 clusters Score -901638.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -901720.875000 Penalty: 848.005920
	Iteration 10Q: 3 clusters Score -901720.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -901764.125000 Penalty: 848.005920
	Iteration 11Q: 3 clusters Score -901764.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -901774.625000 Penalty: 848.005920
	Iteration 12Q: 3 clusters Score -901774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -901778.062500 Penalty: 848.005920
	Iteration 13Q: 3 clusters Score -901778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -901778.625000 Penalty: 848.005920
	Iteration 14Q: 3 clusters Score -901778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -901778.562500 Penalty: 848.005920
	Iteration 15Q: 3 clusters Score -901778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -901778.562500 Penalty: 848.005920
	Iteration 16F: 3 clusters Score -901778.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -59373.531250 Penalty: 305.605072
	Iteration 0F: 2 clusters Score -59373.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -58674.925781 Penalty: 611.210144
	Iteration 0F: 3 clusters Score -58674.93 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58923.007812 Penalty: 611.210144
	Iteration 1F: 3 clusters Score -58923.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58990.316406 Penalty: 611.210144
	Iteration 2F: 3 clusters Score -58990.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59028.761719 Penalty: 611.210144
	Iteration 3F: 3 clusters Score -59028.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59047.558594 Penalty: 611.210144
	Iteration 4Q: 3 clusters Score -59047.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59060.210938 Penalty: 611.210144
	Iteration 5Q: 3 clusters Score -59060.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59078.332031 Penalty: 611.210144
	Iteration 6Q: 3 clusters Score -59078.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59088.355469 Penalty: 611.210144
	Iteration 7Q: 3 clusters Score -59088.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59093.523438 Penalty: 611.210144
	Iteration 8Q: 3 clusters Score -59093.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59097.597656 Penalty: 611.210144
	Iteration 9Q: 3 clusters Score -59097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59100.917969 Penalty: 611.210144
	Iteration 10Q: 3 clusters Score -59100.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59104.125000 Penalty: 611.210144
	Iteration 11Q: 3 clusters Score -59104.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59106.421875 Penalty: 611.210144
	Iteration 12Q: 3 clusters Score -59106.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59107.722656 Penalty: 611.210144
	Iteration 13Q: 3 clusters Score -59107.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59109.925781 Penalty: 611.210144
	Iteration 14Q: 3 clusters Score -59109.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59113.585938 Penalty: 611.210144
	Iteration 15Q: 3 clusters Score -59113.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59120.027344 Penalty: 611.210144
	Iteration 16Q: 3 clusters Score -59120.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59124.800781 Penalty: 611.210144
	Iteration 17Q: 3 clusters Score -59124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59126.738281 Penalty: 611.210144
	Iteration 18Q: 3 clusters Score -59126.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59128.164062 Penalty: 611.210144
	Iteration 19Q: 3 clusters Score -59128.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59133.476562 Penalty: 611.210144
	Iteration 20F: 3 clusters Score -59133.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59143.746094 Penalty: 611.210144
	Iteration 21Q: 3 clusters Score -59143.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59155.796875 Penalty: 611.210144
	Iteration 22Q: 3 clusters Score -59155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59169.019531 Penalty: 611.210144
	Iteration 23Q: 3 clusters Score -59169.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59177.808594 Penalty: 611.210144
	Iteration 24Q: 3 clusters Score -59177.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59184.085938 Penalty: 611.210144
	Iteration 25Q: 3 clusters Score -59184.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59190.664062 Penalty: 611.210144
	Iteration 26Q: 3 clusters Score -59190.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59201.125000 Penalty: 611.210144
	Iteration 27Q: 3 clusters Score -59201.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59211.332031 Penalty: 611.210144
	Iteration 28Q: 3 clusters Score -59211.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59227.277344 Penalty: 611.210144
	Iteration 29Q: 3 clusters Score -59227.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59241.625000 Penalty: 611.210144
	Iteration 30Q: 3 clusters Score -59241.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59248.031250 Penalty: 611.210144
	Iteration 31Q: 3 clusters Score -59248.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59254.148438 Penalty: 611.210144
	Iteration 32Q: 3 clusters Score -59254.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59255.929688 Penalty: 611.210144
	Iteration 33Q: 3 clusters Score -59255.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -59256.222656 Penalty: 611.210144
	Iteration 34Q: 3 clusters Score -59256.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -59256.441406 Penalty: 611.210144
	Iteration 35Q: 3 clusters Score -59256.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -59256.621094 Penalty: 611.210144
	Iteration 36F: 3 clusters Score -59256.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59260.023438 Penalty: 611.210144
	Iteration 37Q: 3 clusters Score -59260.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -59262.464844 Penalty: 611.210144
	Iteration 38Q: 3 clusters Score -59262.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59262.832031 Penalty: 611.210144
	Iteration 39Q: 3 clusters Score -59262.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -59262.832031 Penalty: 611.210144
	Iteration 40F: 3 clusters Score -59262.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -18280.341797 Penalty: 286.097565
	Iteration 0F: 2 clusters Score -18280.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17807.005859 Penalty: 572.195129
	Iteration 0F: 3 clusters Score -17807.01 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18138.550781 Penalty: 572.195129
	Iteration 1F: 3 clusters Score -18138.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18238.708984 Penalty: 572.195129
	Iteration 2F: 3 clusters Score -18238.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -18275.423828 Penalty: 572.195129
	Iteration 3F: 3 clusters Score -18275.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18305.318359 Penalty: 572.195129
	Iteration 4Q: 3 clusters Score -18305.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18324.582031 Penalty: 572.195129
	Iteration 5Q: 3 clusters Score -18324.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18341.251953 Penalty: 572.195129
	Iteration 6Q: 3 clusters Score -18341.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18348.443359 Penalty: 572.195129
	Iteration 7Q: 3 clusters Score -18348.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18352.474609 Penalty: 572.195129
	Iteration 8Q: 3 clusters Score -18352.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18353.902344 Penalty: 572.195129
	Iteration 9Q: 3 clusters Score -18353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18354.792969 Penalty: 572.195129
	Iteration 10Q: 3 clusters Score -18354.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18355.603516 Penalty: 572.195129
	Iteration 11Q: 3 clusters Score -18355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18355.603516 Penalty: 572.195129
	Iteration 12F: 3 clusters Score -18355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 320 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 218 members 
Entering Unmasked Estep 
Score: -42175700.000000 Penalty: 47552.976562
Splitting cluster 16 changes total score from -42176252.000000 to -42175700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -30703.033203 Penalty: 278.871796
	Iteration 0F: 2 clusters Score -30703.03 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 244 members 
Entering Unmasked Estep 
Score: -30253.388672 Penalty: 557.743591
	Iteration 0F: 3 clusters Score -30253.39 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -30390.447266 Penalty: 557.743591
	Iteration 1F: 3 clusters Score -30390.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30437.716797 Penalty: 557.743591
	Iteration 2F: 3 clusters Score -30437.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30465.673828 Penalty: 557.743591
	Iteration 3F: 3 clusters Score -30465.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30485.599609 Penalty: 557.743591
	Iteration 4Q: 3 clusters Score -30485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30500.220703 Penalty: 557.743591
	Iteration 5Q: 3 clusters Score -30500.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -30530.517578 Penalty: 557.743591
	Iteration 6Q: 3 clusters Score -30530.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30545.859375 Penalty: 557.743591
	Iteration 7Q: 3 clusters Score -30545.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -30558.410156 Penalty: 557.743591
	Iteration 8Q: 3 clusters Score -30558.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -30567.859375 Penalty: 557.743591
	Iteration 9Q: 3 clusters Score -30567.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -30571.675781 Penalty: 557.743591
	Iteration 10Q: 3 clusters Score -30571.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -30573.906250 Penalty: 557.743591
	Iteration 11Q: 3 clusters Score -30573.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30576.861328 Penalty: 557.743591
	Iteration 12Q: 3 clusters Score -30576.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -30580.880859 Penalty: 557.743591
	Iteration 13Q: 3 clusters Score -30580.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30581.513672 Penalty: 557.743591
	Iteration 14Q: 3 clusters Score -30581.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30581.513672 Penalty: 557.743591
	Iteration 15F: 3 clusters Score -30581.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Entering Unmasked Estep 
Score: -71274.703125 Penalty: 316.392639
	Iteration 0F: 2 clusters Score -71274.7 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 520 members 
Entering Unmasked Estep 
Score: -70413.765625 Penalty: 632.785278
	Iteration 0F: 3 clusters Score -70413.77 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70703.101562 Penalty: 632.785278
	Iteration 1F: 3 clusters Score -70703.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70847.382812 Penalty: 632.785278
	Iteration 2F: 3 clusters Score -70847.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70959.562500 Penalty: 632.785278
	Iteration 3F: 3 clusters Score -70959.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71026.328125 Penalty: 632.785278
	Iteration 4F: 3 clusters Score -71026.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71051.703125 Penalty: 632.785278
	Iteration 5Q: 3 clusters Score -71051.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71066.898438 Penalty: 632.785278
	Iteration 6Q: 3 clusters Score -71066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71075.656250 Penalty: 632.785278
	Iteration 7Q: 3 clusters Score -71075.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71084.335938 Penalty: 632.785278
	Iteration 8Q: 3 clusters Score -71084.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71091.820312 Penalty: 632.785278
	Iteration 9Q: 3 clusters Score -71091.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71104.390625 Penalty: 632.785278
	Iteration 10Q: 3 clusters Score -71104.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71112.351562 Penalty: 632.785278
	Iteration 11Q: 3 clusters Score -71112.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71116.593750 Penalty: 632.785278
	Iteration 12Q: 3 clusters Score -71116.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71119.078125 Penalty: 632.785278
	Iteration 13Q: 3 clusters Score -71119.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71119.414062 Penalty: 632.785278
	Iteration 14Q: 3 clusters Score -71119.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71119.578125 Penalty: 632.785278
	Iteration 15Q: 3 clusters Score -71119.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71119.859375 Penalty: 632.785278
	Iteration 16Q: 3 clusters Score -71119.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71119.859375 Penalty: 632.785278
	Iteration 17F: 3 clusters Score -71119.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -97026.195312 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -97026.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -96066.445312 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -96066.45 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96358.867188 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -96358.87 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96427.140625 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -96427.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96476.125000 Penalty: 648.911804
	Iteration 3F: 3 clusters Score -96476.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96509.265625 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -96509.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96533.726562 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -96533.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96557.968750 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -96557.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96576.281250 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -96576.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96590.843750 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -96590.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96606.250000 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -96606.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96626.796875 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -96626.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -96647.859375 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -96647.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96667.382812 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -96667.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96682.148438 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -96682.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96693.921875 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -96693.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -96706.929688 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -96706.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96713.648438 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -96713.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -96717.070312 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -96717.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -96718.648438 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -96718.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -96721.921875 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -96721.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -96724.679688 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -96724.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -96725.976562 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -96725.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -96726.804688 Penalty: 648.911804
	Iteration 22Q: 3 clusters Score -96726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -96726.804688 Penalty: 648.911804
	Iteration 23F: 3 clusters Score -96726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -1404347.500000 Penalty: 445.124542
	Iteration 0F: 2 clusters Score -1404348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1392584.125000 Penalty: 890.249084
	Iteration 0F: 3 clusters Score -1392584 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1397512.750000 Penalty: 890.249084
	Iteration 1F: 3 clusters Score -1397513 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1397878.500000 Penalty: 890.249084
	Iteration 2F: 3 clusters Score -1397878 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1398355.125000 Penalty: 890.249084
	Iteration 3F: 3 clusters Score -1398355 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1399111.750000 Penalty: 890.249084
	Iteration 4F: 3 clusters Score -1399112 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1400184.000000 Penalty: 890.249084
	Iteration 5F: 3 clusters Score -1400184 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1401545.250000 Penalty: 890.249084
	Iteration 6F: 3 clusters Score -1401545 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1402778.625000 Penalty: 890.249084
	Iteration 7F: 3 clusters Score -1402779 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1403569.000000 Penalty: 890.249084
	Iteration 8Q: 3 clusters Score -1403569 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1403836.000000 Penalty: 890.249084
	Iteration 9Q: 3 clusters Score -1403836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -1403907.125000 Penalty: 890.249084
	Iteration 10Q: 3 clusters Score -1403907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1403950.125000 Penalty: 890.249084
	Iteration 11Q: 3 clusters Score -1403950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1403957.875000 Penalty: 890.249084
	Iteration 12Q: 3 clusters Score -1403958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1403973.625000 Penalty: 890.249084
	Iteration 13Q: 3 clusters Score -1403974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -1403974.875000 Penalty: 890.249084
	Iteration 14Q: 3 clusters Score -1403975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1403977.125000 Penalty: 890.249084
	Iteration 15Q: 3 clusters Score -1403977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1403977.125000 Penalty: 890.249084
	Iteration 16F: 3 clusters Score -1403977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -12962.784180 Penalty: 252.305573
	Iteration 0F: 2 clusters Score -12962.78 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 132 members 
Entering Unmasked Estep 
Score: -12647.558594 Penalty: 504.611145
	Iteration 0F: 3 clusters Score -12647.56 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12753.803711 Penalty: 504.611145
	Iteration 1F: 3 clusters Score -12753.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12807.833008 Penalty: 504.611145
	Iteration 2F: 3 clusters Score -12807.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12851.224609 Penalty: 504.611145
	Iteration 3F: 3 clusters Score -12851.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12870.252930 Penalty: 504.611145
	Iteration 4Q: 3 clusters Score -12870.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12878.627930 Penalty: 504.611145
	Iteration 5Q: 3 clusters Score -12878.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12881.777344 Penalty: 504.611145
	Iteration 6Q: 3 clusters Score -12881.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12891.830078 Penalty: 504.611145
	Iteration 7Q: 3 clusters Score -12891.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12898.678711 Penalty: 504.611145
	Iteration 8Q: 3 clusters Score -12898.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12904.955078 Penalty: 504.611145
	Iteration 9Q: 3 clusters Score -12904.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12905.898438 Penalty: 504.611145
	Iteration 10Q: 3 clusters Score -12905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12905.898438 Penalty: 504.611145
	Iteration 11F: 3 clusters Score -12905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Entering Unmasked Estep 
Score: -485415.468750 Penalty: 397.363861
	Iteration 0F: 2 clusters Score -485415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -481222.812500 Penalty: 794.727722
	Iteration 0F: 3 clusters Score -481222.8 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -482943.031250 Penalty: 794.727722
	Iteration 1F: 3 clusters Score -482943 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -483206.187500 Penalty: 794.727722
	Iteration 2F: 3 clusters Score -483206.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -483497.218750 Penalty: 794.727722
	Iteration 3F: 3 clusters Score -483497.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -483746.156250 Penalty: 794.727722
	Iteration 4F: 3 clusters Score -483746.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -483973.906250 Penalty: 794.727722
	Iteration 5F: 3 clusters Score -483973.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -484180.906250 Penalty: 794.727722
	Iteration 6F: 3 clusters Score -484180.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -484402.343750 Penalty: 794.727722
	Iteration 7F: 3 clusters Score -484402.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -484595.437500 Penalty: 794.727722
	Iteration 8Q: 3 clusters Score -484595.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -484732.281250 Penalty: 794.727722
	Iteration 9Q: 3 clusters Score -484732.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -484814.687500 Penalty: 794.727722
	Iteration 10Q: 3 clusters Score -484814.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -484883.562500 Penalty: 794.727722
	Iteration 11Q: 3 clusters Score -484883.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -484938.593750 Penalty: 794.727722
	Iteration 12Q: 3 clusters Score -484938.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -484992.218750 Penalty: 794.727722
	Iteration 13Q: 3 clusters Score -484992.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -485038.843750 Penalty: 794.727722
	Iteration 14Q: 3 clusters Score -485038.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -485069.718750 Penalty: 794.727722
	Iteration 15Q: 3 clusters Score -485069.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -485095.562500 Penalty: 794.727722
	Iteration 16Q: 3 clusters Score -485095.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -485116.156250 Penalty: 794.727722
	Iteration 17Q: 3 clusters Score -485116.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -485134.031250 Penalty: 794.727722
	Iteration 18Q: 3 clusters Score -485134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -485146.718750 Penalty: 794.727722
	Iteration 19Q: 3 clusters Score -485146.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -485155.031250 Penalty: 794.727722
	Iteration 20F: 3 clusters Score -485155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -485161.375000 Penalty: 794.727722
	Iteration 21Q: 3 clusters Score -485161.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -485162.843750 Penalty: 794.727722
	Iteration 22Q: 3 clusters Score -485162.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -485166.687500 Penalty: 794.727722
	Iteration 23Q: 3 clusters Score -485166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -485171.375000 Penalty: 794.727722
	Iteration 24Q: 3 clusters Score -485171.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -485174.625000 Penalty: 794.727722
	Iteration 25Q: 3 clusters Score -485174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -485180.593750 Penalty: 794.727722
	Iteration 26Q: 3 clusters Score -485180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -485184.562500 Penalty: 794.727722
	Iteration 27Q: 3 clusters Score -485184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -485187.500000 Penalty: 794.727722
	Iteration 28Q: 3 clusters Score -485187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -485188.781250 Penalty: 794.727722
	Iteration 29Q: 3 clusters Score -485188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -485189.687500 Penalty: 794.727722
	Iteration 30Q: 3 clusters Score -485189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -485188.687500 Penalty: 794.727722
	Iteration 31Q: 3 clusters Score -485188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -485190.718750 Penalty: 794.727722
	Iteration 32Q: 3 clusters Score -485190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485189.906250 Penalty: 794.727722
	Iteration 33Q: 3 clusters Score -485189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -485191.281250 Penalty: 794.727722
	Iteration 34Q: 3 clusters Score -485191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -485191.937500 Penalty: 794.727722
	Iteration 35Q: 3 clusters Score -485191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -485191.843750 Penalty: 794.727722
	Iteration 36Q: 3 clusters Score -485191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -485192.000000 Penalty: 794.727722
	Iteration 37Q: 3 clusters Score -485192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -485192.000000 Penalty: 794.727722
	Iteration 38F: 3 clusters Score -485192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -514826.781250 Penalty: 400.302216
	Iteration 0F: 2 clusters Score -514826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -510377.812500 Penalty: 800.604431
	Iteration 0F: 3 clusters Score -510377.8 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -512282.687500 Penalty: 800.604431
	Iteration 1F: 3 clusters Score -512282.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -512497.062500 Penalty: 800.604431
	Iteration 2F: 3 clusters Score -512497.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -512693.812500 Penalty: 800.604431
	Iteration 3F: 3 clusters Score -512693.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -512902.250000 Penalty: 800.604431
	Iteration 4F: 3 clusters Score -512902.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -513121.593750 Penalty: 800.604431
	Iteration 5F: 3 clusters Score -513121.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -513343.625000 Penalty: 800.604431
	Iteration 6Q: 3 clusters Score -513343.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -513560.531250 Penalty: 800.604431
	Iteration 7Q: 3 clusters Score -513560.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -513740.843750 Penalty: 800.604431
	Iteration 8Q: 3 clusters Score -513740.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -513890.593750 Penalty: 800.604431
	Iteration 9Q: 3 clusters Score -513890.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -514014.593750 Penalty: 800.604431
	Iteration 10Q: 3 clusters Score -514014.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -514146.343750 Penalty: 800.604431
	Iteration 11Q: 3 clusters Score -514146.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -514239.937500 Penalty: 800.604431
	Iteration 12Q: 3 clusters Score -514239.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -514312.968750 Penalty: 800.604431
	Iteration 13Q: 3 clusters Score -514313 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -514381.031250 Penalty: 800.604431
	Iteration 14Q: 3 clusters Score -514381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -514413.000000 Penalty: 800.604431
	Iteration 15Q: 3 clusters Score -514413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -514426.343750 Penalty: 800.604431
	Iteration 16Q: 3 clusters Score -514426.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -514433.812500 Penalty: 800.604431
	Iteration 17Q: 3 clusters Score -514433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -514438.500000 Penalty: 800.604431
	Iteration 18Q: 3 clusters Score -514438.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -514439.906250 Penalty: 800.604431
	Iteration 19Q: 3 clusters Score -514439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -514439.156250 Penalty: 800.604431
	Iteration 20F: 3 clusters Score -514439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -514440.500000 Penalty: 800.604431
	Iteration 21Q: 3 clusters Score -514440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -514440.093750 Penalty: 800.604431
	Iteration 22Q: 3 clusters Score -514440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -514439.937500 Penalty: 800.604431
	Iteration 23Q: 3 clusters Score -514439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -514440.281250 Penalty: 800.604431
	Iteration 24Q: 3 clusters Score -514440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -514440.812500 Penalty: 800.604431
	Iteration 25Q: 3 clusters Score -514440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -514440.812500 Penalty: 800.604431
	Iteration 26F: 3 clusters Score -514440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Entering Unmasked Estep 
Score: -43265.269531 Penalty: 295.671814
	Iteration 0F: 2 clusters Score -43265.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -42683.699219 Penalty: 591.343628
	Iteration 0F: 3 clusters Score -42683.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -42853.710938 Penalty: 591.343628
	Iteration 1F: 3 clusters Score -42853.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -42954.121094 Penalty: 591.343628
	Iteration 2F: 3 clusters Score -42954.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43020.593750 Penalty: 591.343628
	Iteration 3F: 3 clusters Score -43020.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43072.246094 Penalty: 591.343628
	Iteration 4F: 3 clusters Score -43072.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43115.507812 Penalty: 591.343628
	Iteration 5F: 3 clusters Score -43115.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43138.593750 Penalty: 591.343628
	Iteration 6Q: 3 clusters Score -43138.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -43154.136719 Penalty: 591.343628
	Iteration 7Q: 3 clusters Score -43154.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43161.816406 Penalty: 591.343628
	Iteration 8Q: 3 clusters Score -43161.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -43168.476562 Penalty: 591.343628
	Iteration 9Q: 3 clusters Score -43168.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -43175.515625 Penalty: 591.343628
	Iteration 10Q: 3 clusters Score -43175.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -43179.437500 Penalty: 591.343628
	Iteration 11Q: 3 clusters Score -43179.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -43183.671875 Penalty: 591.343628
	Iteration 12Q: 3 clusters Score -43183.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43184.246094 Penalty: 591.343628
	Iteration 13Q: 3 clusters Score -43184.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43185.285156 Penalty: 591.343628
	Iteration 14Q: 3 clusters Score -43185.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -43188.742188 Penalty: 591.343628
	Iteration 15Q: 3 clusters Score -43188.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43189.734375 Penalty: 591.343628
	Iteration 16Q: 3 clusters Score -43189.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43189.734375 Penalty: 591.343628
	Iteration 17F: 3 clusters Score -43189.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -74443.953125 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -74443.95 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 461 members 
Entering Unmasked Estep 
Score: -73692.929688 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -73692.93 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73878.109375 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -73878.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -73922.945312 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -73922.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -73941.250000 Penalty: 618.307373
	Iteration 3F: 3 clusters Score -73941.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73955.968750 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -73955.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73965.578125 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -73965.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73975.132812 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -73975.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73982.984375 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -73982.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -73986.664062 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -73986.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73988.125000 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -73988.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73990.585938 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -73990.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73993.484375 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -73993.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -73994.921875 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -73994.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -73996.390625 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -73996.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -73998.320312 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -73998.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74000.453125 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -74000.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74002.898438 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -74002.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74005.937500 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -74005.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74009.664062 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -74009.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -74012.132812 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -74012.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -74013.789062 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -74013.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74016.523438 Penalty: 618.307373
	Iteration 21Q: 3 clusters Score -74016.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -74019.351562 Penalty: 618.307373
	Iteration 22Q: 3 clusters Score -74019.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74021.976562 Penalty: 618.307373
	Iteration 23Q: 3 clusters Score -74021.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -74025.648438 Penalty: 618.307373
	Iteration 24Q: 3 clusters Score -74025.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74030.367188 Penalty: 618.307373
	Iteration 25Q: 3 clusters Score -74030.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -74038.492188 Penalty: 618.307373
	Iteration 26Q: 3 clusters Score -74038.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -74051.351562 Penalty: 618.307373
	Iteration 27Q: 3 clusters Score -74051.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74060.679688 Penalty: 618.307373
	Iteration 28Q: 3 clusters Score -74060.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -74074.695312 Penalty: 618.307373
	Iteration 29Q: 3 clusters Score -74074.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -74083.812500 Penalty: 618.307373
	Iteration 30Q: 3 clusters Score -74083.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74091.820312 Penalty: 618.307373
	Iteration 31Q: 3 clusters Score -74091.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74102.179688 Penalty: 618.307373
	Iteration 32Q: 3 clusters Score -74102.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74111.859375 Penalty: 618.307373
	Iteration 33Q: 3 clusters Score -74111.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -74122.703125 Penalty: 618.307373
	Iteration 34Q: 3 clusters Score -74122.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -74136.906250 Penalty: 618.307373
	Iteration 35Q: 3 clusters Score -74136.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -74145.218750 Penalty: 618.307373
	Iteration 36Q: 3 clusters Score -74145.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -74150.539062 Penalty: 618.307373
	Iteration 37Q: 3 clusters Score -74150.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -74155.406250 Penalty: 618.307373
	Iteration 38Q: 3 clusters Score -74155.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74157.468750 Penalty: 618.307373
	Iteration 39Q: 3 clusters Score -74157.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -74157.851562 Penalty: 618.307373
	Iteration 40F: 3 clusters Score -74157.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -87598.195312 Penalty: 319.661987
	Iteration 0F: 2 clusters Score -87598.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86713.945312 Penalty: 639.323975
	Iteration 0F: 3 clusters Score -86713.95 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86966.328125 Penalty: 639.323975
	Iteration 1F: 3 clusters Score -86966.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -87005.726562 Penalty: 639.323975
	Iteration 2F: 3 clusters Score -87005.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87052.914062 Penalty: 639.323975
	Iteration 3F: 3 clusters Score -87052.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -87094.984375 Penalty: 639.323975
	Iteration 4Q: 3 clusters Score -87094.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87146.226562 Penalty: 639.323975
	Iteration 5F: 3 clusters Score -87146.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87175.226562 Penalty: 639.323975
	Iteration 6Q: 3 clusters Score -87175.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87200.039062 Penalty: 639.323975
	Iteration 7Q: 3 clusters Score -87200.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87226.960938 Penalty: 639.323975
	Iteration 8Q: 3 clusters Score -87226.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87251.578125 Penalty: 639.323975
	Iteration 9Q: 3 clusters Score -87251.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87262.562500 Penalty: 639.323975
	Iteration 10Q: 3 clusters Score -87262.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -87269.664062 Penalty: 639.323975
	Iteration 11Q: 3 clusters Score -87269.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87276.664062 Penalty: 639.323975
	Iteration 12Q: 3 clusters Score -87276.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87282.468750 Penalty: 639.323975
	Iteration 13Q: 3 clusters Score -87282.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87287.093750 Penalty: 639.323975
	Iteration 14Q: 3 clusters Score -87287.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87288.609375 Penalty: 639.323975
	Iteration 15Q: 3 clusters Score -87288.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87289.539062 Penalty: 639.323975
	Iteration 16Q: 3 clusters Score -87289.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87291.507812 Penalty: 639.323975
	Iteration 17Q: 3 clusters Score -87291.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87292.914062 Penalty: 639.323975
	Iteration 18Q: 3 clusters Score -87292.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87293.914062 Penalty: 639.323975
	Iteration 19Q: 3 clusters Score -87293.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87293.914062 Penalty: 639.323975
	Iteration 20F: 3 clusters Score -87293.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -468562.843750 Penalty: 397.852448
	Iteration 0F: 2 clusters Score -468562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -464332.375000 Penalty: 795.704895
	Iteration 0F: 3 clusters Score -464332.4 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -466000.093750 Penalty: 795.704895
	Iteration 1F: 3 clusters Score -466000.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -466203.343750 Penalty: 795.704895
	Iteration 2F: 3 clusters Score -466203.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -466444.000000 Penalty: 795.704895
	Iteration 3F: 3 clusters Score -466444 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -466746.500000 Penalty: 795.704895
	Iteration 4F: 3 clusters Score -466746.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -467078.687500 Penalty: 795.704895
	Iteration 5F: 3 clusters Score -467078.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -467296.500000 Penalty: 795.704895
	Iteration 6Q: 3 clusters Score -467296.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -467422.218750 Penalty: 795.704895
	Iteration 7Q: 3 clusters Score -467422.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -467488.531250 Penalty: 795.704895
	Iteration 8Q: 3 clusters Score -467488.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -467553.468750 Penalty: 795.704895
	Iteration 9Q: 3 clusters Score -467553.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -467609.625000 Penalty: 795.704895
	Iteration 10Q: 3 clusters Score -467609.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -467647.031250 Penalty: 795.704895
	Iteration 11Q: 3 clusters Score -467647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -467674.500000 Penalty: 795.704895
	Iteration 12Q: 3 clusters Score -467674.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -467699.687500 Penalty: 795.704895
	Iteration 13Q: 3 clusters Score -467699.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -467726.500000 Penalty: 795.704895
	Iteration 14Q: 3 clusters Score -467726.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -467747.812500 Penalty: 795.704895
	Iteration 15Q: 3 clusters Score -467747.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -467766.218750 Penalty: 795.704895
	Iteration 16Q: 3 clusters Score -467766.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -467790.468750 Penalty: 795.704895
	Iteration 17Q: 3 clusters Score -467790.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -467812.375000 Penalty: 795.704895
	Iteration 18Q: 3 clusters Score -467812.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -467829.562500 Penalty: 795.704895
	Iteration 19Q: 3 clusters Score -467829.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -467841.937500 Penalty: 795.704895
	Iteration 20F: 3 clusters Score -467841.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -467852.281250 Penalty: 795.704895
	Iteration 21Q: 3 clusters Score -467852.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -467861.062500 Penalty: 795.704895
	Iteration 22Q: 3 clusters Score -467861.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -467869.968750 Penalty: 795.704895
	Iteration 23Q: 3 clusters Score -467870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -467880.781250 Penalty: 795.704895
	Iteration 24Q: 3 clusters Score -467880.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -467890.218750 Penalty: 795.704895
	Iteration 25Q: 3 clusters Score -467890.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -467903.656250 Penalty: 795.704895
	Iteration 26Q: 3 clusters Score -467903.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -467920.906250 Penalty: 795.704895
	Iteration 27Q: 3 clusters Score -467920.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -467942.343750 Penalty: 795.704895
	Iteration 28Q: 3 clusters Score -467942.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -467965.312500 Penalty: 795.704895
	Iteration 29Q: 3 clusters Score -467965.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -467993.281250 Penalty: 795.704895
	Iteration 30Q: 3 clusters Score -467993.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -468019.281250 Penalty: 795.704895
	Iteration 31Q: 3 clusters Score -468019.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -468043.468750 Penalty: 795.704895
	Iteration 32Q: 3 clusters Score -468043.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -468073.062500 Penalty: 795.704895
	Iteration 33Q: 3 clusters Score -468073.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -468097.031250 Penalty: 795.704895
	Iteration 34Q: 3 clusters Score -468097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -468115.812500 Penalty: 795.704895
	Iteration 35Q: 3 clusters Score -468115.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -468126.843750 Penalty: 795.704895
	Iteration 36Q: 3 clusters Score -468126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -468136.250000 Penalty: 795.704895
	Iteration 37Q: 3 clusters Score -468136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -468145.218750 Penalty: 795.704895
	Iteration 38Q: 3 clusters Score -468145.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -468157.312500 Penalty: 795.704895
	Iteration 39Q: 3 clusters Score -468157.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -468168.218750 Penalty: 795.704895
	Iteration 40F: 3 clusters Score -468168.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -468182.500000 Penalty: 795.704895
	Iteration 41Q: 3 clusters Score -468182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -468196.343750 Penalty: 795.704895
	Iteration 42Q: 3 clusters Score -468196.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -468205.281250 Penalty: 795.704895
	Iteration 43Q: 3 clusters Score -468205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -468211.437500 Penalty: 795.704895
	Iteration 44Q: 3 clusters Score -468211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -468215.843750 Penalty: 795.704895
	Iteration 45Q: 3 clusters Score -468215.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -468220.812500 Penalty: 795.704895
	Iteration 46Q: 3 clusters Score -468220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -468223.718750 Penalty: 795.704895
	Iteration 47Q: 3 clusters Score -468223.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -468225.375000 Penalty: 795.704895
	Iteration 48Q: 3 clusters Score -468225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -468228.531250 Penalty: 795.704895
	Iteration 49Q: 3 clusters Score -468228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -468230.312500 Penalty: 795.704895
	Iteration 50Q: 3 clusters Score -468230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -468230.375000 Penalty: 795.704895
	Iteration 51Q: 3 clusters Score -468230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -468230.750000 Penalty: 795.704895
	Iteration 52Q: 3 clusters Score -468230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -468231.468750 Penalty: 795.704895
	Iteration 53Q: 3 clusters Score -468231.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -468231.468750 Penalty: 795.704895
	Iteration 54F: 3 clusters Score -468231.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -728181.437500 Penalty: 413.752869
	Iteration 0F: 2 clusters Score -728181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -722245.250000 Penalty: 827.505737
	Iteration 0F: 3 clusters Score -722245.2 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -724533.687500 Penalty: 827.505737
	Iteration 1F: 3 clusters Score -724533.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -724700.750000 Penalty: 827.505737
	Iteration 2F: 3 clusters Score -724700.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -724866.812500 Penalty: 827.505737
	Iteration 3Q: 3 clusters Score -724866.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -725044.500000 Penalty: 827.505737
	Iteration 4Q: 3 clusters Score -725044.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -725301.062500 Penalty: 827.505737
	Iteration 5Q: 3 clusters Score -725301.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -725603.437500 Penalty: 827.505737
	Iteration 6F: 3 clusters Score -725603.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -725907.250000 Penalty: 827.505737
	Iteration 7F: 3 clusters Score -725907.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -726145.937500 Penalty: 827.505737
	Iteration 8Q: 3 clusters Score -726145.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -726280.625000 Penalty: 827.505737
	Iteration 9Q: 3 clusters Score -726280.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -726338.437500 Penalty: 827.505737
	Iteration 10Q: 3 clusters Score -726338.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -726353.937500 Penalty: 827.505737
	Iteration 11Q: 3 clusters Score -726353.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -726369.812500 Penalty: 827.505737
	Iteration 12Q: 3 clusters Score -726369.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -726388.937500 Penalty: 827.505737
	Iteration 13Q: 3 clusters Score -726388.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -726411.000000 Penalty: 827.505737
	Iteration 14Q: 3 clusters Score -726411 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -726425.687500 Penalty: 827.505737
	Iteration 15Q: 3 clusters Score -726425.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -726439.062500 Penalty: 827.505737
	Iteration 16Q: 3 clusters Score -726439.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -726453.625000 Penalty: 827.505737
	Iteration 17Q: 3 clusters Score -726453.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -726464.000000 Penalty: 827.505737
	Iteration 18Q: 3 clusters Score -726464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -726490.437500 Penalty: 827.505737
	Iteration 19Q: 3 clusters Score -726490.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -726513.750000 Penalty: 827.505737
	Iteration 20F: 3 clusters Score -726513.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -726550.000000 Penalty: 827.505737
	Iteration 21Q: 3 clusters Score -726550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -726580.187500 Penalty: 827.505737
	Iteration 22Q: 3 clusters Score -726580.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -726611.875000 Penalty: 827.505737
	Iteration 23Q: 3 clusters Score -726611.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -726630.500000 Penalty: 827.505737
	Iteration 24Q: 3 clusters Score -726630.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -726665.625000 Penalty: 827.505737
	Iteration 25Q: 3 clusters Score -726665.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -726708.250000 Penalty: 827.505737
	Iteration 26Q: 3 clusters Score -726708.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -726749.062500 Penalty: 827.505737
	Iteration 27Q: 3 clusters Score -726749.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -726784.625000 Penalty: 827.505737
	Iteration 28Q: 3 clusters Score -726784.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -726828.312500 Penalty: 827.505737
	Iteration 29Q: 3 clusters Score -726828.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -726872.875000 Penalty: 827.505737
	Iteration 30Q: 3 clusters Score -726872.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -726951.812500 Penalty: 827.505737
	Iteration 31Q: 3 clusters Score -726951.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -727006.875000 Penalty: 827.505737
	Iteration 32Q: 3 clusters Score -727006.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -727077.625000 Penalty: 827.505737
	Iteration 33Q: 3 clusters Score -727077.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -727146.687500 Penalty: 827.505737
	Iteration 34Q: 3 clusters Score -727146.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -727222.000000 Penalty: 827.505737
	Iteration 35Q: 3 clusters Score -727222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -727293.812500 Penalty: 827.505737
	Iteration 36Q: 3 clusters Score -727293.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -727361.062500 Penalty: 827.505737
	Iteration 37Q: 3 clusters Score -727361.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -727435.250000 Penalty: 827.505737
	Iteration 38Q: 3 clusters Score -727435.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -727511.687500 Penalty: 827.505737
	Iteration 39Q: 3 clusters Score -727511.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -727576.250000 Penalty: 827.505737
	Iteration 40F: 3 clusters Score -727576.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -727635.875000 Penalty: 827.505737
	Iteration 41Q: 3 clusters Score -727635.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -727679.500000 Penalty: 827.505737
	Iteration 42Q: 3 clusters Score -727679.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -727708.250000 Penalty: 827.505737
	Iteration 43Q: 3 clusters Score -727708.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -727744.625000 Penalty: 827.505737
	Iteration 44Q: 3 clusters Score -727744.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -727770.625000 Penalty: 827.505737
	Iteration 45Q: 3 clusters Score -727770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -727792.375000 Penalty: 827.505737
	Iteration 46Q: 3 clusters Score -727792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -727795.500000 Penalty: 827.505737
	Iteration 47Q: 3 clusters Score -727795.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -727805.687500 Penalty: 827.505737
	Iteration 48Q: 3 clusters Score -727805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -727809.875000 Penalty: 827.505737
	Iteration 49Q: 3 clusters Score -727809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -727812.375000 Penalty: 827.505737
	Iteration 50Q: 3 clusters Score -727812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -727814.687500 Penalty: 827.505737
	Iteration 51Q: 3 clusters Score -727814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -727813.250000 Penalty: 827.505737
	Iteration 52Q: 3 clusters Score -727813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -727814.312500 Penalty: 827.505737
	Iteration 53Q: 3 clusters Score -727814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -727814.312500 Penalty: 827.505737
	Iteration 54F: 3 clusters Score -727814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -153100.343750 Penalty: 345.337769
	Iteration 0F: 2 clusters Score -153100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -151662.609375 Penalty: 690.675537
	Iteration 0F: 3 clusters Score -151662.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -152128.406250 Penalty: 690.675537
	Iteration 1F: 3 clusters Score -152128.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -152230.734375 Penalty: 690.675537
	Iteration 2F: 3 clusters Score -152230.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -152307.687500 Penalty: 690.675537
	Iteration 3F: 3 clusters Score -152307.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -152397.546875 Penalty: 690.675537
	Iteration 4F: 3 clusters Score -152397.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -152458.671875 Penalty: 690.675537
	Iteration 5F: 3 clusters Score -152458.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152529.078125 Penalty: 690.675537
	Iteration 6Q: 3 clusters Score -152529.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -152601.843750 Penalty: 690.675537
	Iteration 7Q: 3 clusters Score -152601.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -152642.812500 Penalty: 690.675537
	Iteration 8Q: 3 clusters Score -152642.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -152691.281250 Penalty: 690.675537
	Iteration 9Q: 3 clusters Score -152691.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152732.671875 Penalty: 690.675537
	Iteration 10Q: 3 clusters Score -152732.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -152757.890625 Penalty: 690.675537
	Iteration 11Q: 3 clusters Score -152757.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -152779.250000 Penalty: 690.675537
	Iteration 12Q: 3 clusters Score -152779.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -152798.531250 Penalty: 690.675537
	Iteration 13Q: 3 clusters Score -152798.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -152816.359375 Penalty: 690.675537
	Iteration 14Q: 3 clusters Score -152816.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152836.296875 Penalty: 690.675537
	Iteration 15Q: 3 clusters Score -152836.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -152870.609375 Penalty: 690.675537
	Iteration 16Q: 3 clusters Score -152870.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152911.531250 Penalty: 690.675537
	Iteration 17Q: 3 clusters Score -152911.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152972.046875 Penalty: 690.675537
	Iteration 18Q: 3 clusters Score -152972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -153022.140625 Penalty: 690.675537
	Iteration 19Q: 3 clusters Score -153022.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -153063.046875 Penalty: 690.675537
	Iteration 20F: 3 clusters Score -153063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -153097.343750 Penalty: 690.675537
	Iteration 21Q: 3 clusters Score -153097.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -153112.656250 Penalty: 690.675537
	Iteration 22Q: 3 clusters Score -153112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -153124.375000 Penalty: 690.675537
	Iteration 23Q: 3 clusters Score -153124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -153131.671875 Penalty: 690.675537
	Iteration 24Q: 3 clusters Score -153131.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -153138.078125 Penalty: 690.675537
	Iteration 25Q: 3 clusters Score -153138.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -153149.000000 Penalty: 690.675537
	Iteration 26Q: 3 clusters Score -153149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -153155.796875 Penalty: 690.675537
	Iteration 27Q: 3 clusters Score -153155.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153161.265625 Penalty: 690.675537
	Iteration 28Q: 3 clusters Score -153161.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -153167.343750 Penalty: 690.675537
	Iteration 29Q: 3 clusters Score -153167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -153172.656250 Penalty: 690.675537
	Iteration 30Q: 3 clusters Score -153172.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -153178.109375 Penalty: 690.675537
	Iteration 31Q: 3 clusters Score -153178.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153180.421875 Penalty: 690.675537
	Iteration 32Q: 3 clusters Score -153180.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -153184.250000 Penalty: 690.675537
	Iteration 33Q: 3 clusters Score -153184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -153188.109375 Penalty: 690.675537
	Iteration 34Q: 3 clusters Score -153188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -153191.343750 Penalty: 690.675537
	Iteration 35Q: 3 clusters Score -153191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -153193.046875 Penalty: 690.675537
	Iteration 36Q: 3 clusters Score -153193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -153195.078125 Penalty: 690.675537
	Iteration 37Q: 3 clusters Score -153195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153196.171875 Penalty: 690.675537
	Iteration 38Q: 3 clusters Score -153196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -153197.062500 Penalty: 690.675537
	Iteration 39Q: 3 clusters Score -153197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -153198.890625 Penalty: 690.675537
	Iteration 40F: 3 clusters Score -153198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -153200.375000 Penalty: 690.675537
	Iteration 41Q: 3 clusters Score -153200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -153200.781250 Penalty: 690.675537
	Iteration 42Q: 3 clusters Score -153200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -153200.671875 Penalty: 690.675537
	Iteration 43Q: 3 clusters Score -153200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -153200.671875 Penalty: 690.675537
	Iteration 44F: 3 clusters Score -153200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 1216 members 
Entering Unmasked Estep 
Score: -42175856.000000 Penalty: 47552.976562
Splitting cluster 29 changes total score from -42176252.000000 to -42175856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -225753.093750 Penalty: 365.368805
	Iteration 0F: 2 clusters Score -225753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -223626.968750 Penalty: 730.737610
	Iteration 0F: 3 clusters Score -223627 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -224368.328125 Penalty: 730.737610
	Iteration 1F: 3 clusters Score -224368.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -224475.765625 Penalty: 730.737610
	Iteration 2F: 3 clusters Score -224475.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -224575.937500 Penalty: 730.737610
	Iteration 3F: 3 clusters Score -224575.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -224672.515625 Penalty: 730.737610
	Iteration 4F: 3 clusters Score -224672.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -224773.015625 Penalty: 730.737610
	Iteration 5Q: 3 clusters Score -224773 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -224907.562500 Penalty: 730.737610
	Iteration 6F: 3 clusters Score -224907.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -225062.687500 Penalty: 730.737610
	Iteration 7Q: 3 clusters Score -225062.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -225183.500000 Penalty: 730.737610
	Iteration 8Q: 3 clusters Score -225183.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -225243.250000 Penalty: 730.737610
	Iteration 9Q: 3 clusters Score -225243.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -225277.218750 Penalty: 730.737610
	Iteration 10Q: 3 clusters Score -225277.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -225311.609375 Penalty: 730.737610
	Iteration 11Q: 3 clusters Score -225311.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -225329.406250 Penalty: 730.737610
	Iteration 12Q: 3 clusters Score -225329.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -225338.046875 Penalty: 730.737610
	Iteration 13Q: 3 clusters Score -225338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -225345.078125 Penalty: 730.737610
	Iteration 14Q: 3 clusters Score -225345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -225353.281250 Penalty: 730.737610
	Iteration 15Q: 3 clusters Score -225353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -225360.453125 Penalty: 730.737610
	Iteration 16Q: 3 clusters Score -225360.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -225367.062500 Penalty: 730.737610
	Iteration 17Q: 3 clusters Score -225367.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -225376.687500 Penalty: 730.737610
	Iteration 18Q: 3 clusters Score -225376.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -225382.234375 Penalty: 730.737610
	Iteration 19Q: 3 clusters Score -225382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -225384.828125 Penalty: 730.737610
	Iteration 20F: 3 clusters Score -225384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -225389.078125 Penalty: 730.737610
	Iteration 21Q: 3 clusters Score -225389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -225391.093750 Penalty: 730.737610
	Iteration 22Q: 3 clusters Score -225391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -225394.625000 Penalty: 730.737610
	Iteration 23Q: 3 clusters Score -225394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -225399.187500 Penalty: 730.737610
	Iteration 24Q: 3 clusters Score -225399.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -225400.968750 Penalty: 730.737610
	Iteration 25Q: 3 clusters Score -225401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -225403.812500 Penalty: 730.737610
	Iteration 26Q: 3 clusters Score -225403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -225405.750000 Penalty: 730.737610
	Iteration 27Q: 3 clusters Score -225405.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -225406.171875 Penalty: 730.737610
	Iteration 28Q: 3 clusters Score -225406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -225406.171875 Penalty: 730.737610
	Iteration 29F: 3 clusters Score -225406.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -206232.171875 Penalty: 362.115265
	Iteration 0F: 2 clusters Score -206232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -204324.265625 Penalty: 724.230530
	Iteration 0F: 3 clusters Score -204324.3 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -205069.468750 Penalty: 724.230530
	Iteration 1F: 3 clusters Score -205069.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -205211.437500 Penalty: 724.230530
	Iteration 2F: 3 clusters Score -205211.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -205310.953125 Penalty: 724.230530
	Iteration 3F: 3 clusters Score -205311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -205401.875000 Penalty: 724.230530
	Iteration 4Q: 3 clusters Score -205401.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -205495.562500 Penalty: 724.230530
	Iteration 5Q: 3 clusters Score -205495.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -205602.390625 Penalty: 724.230530
	Iteration 6Q: 3 clusters Score -205602.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -205683.046875 Penalty: 724.230530
	Iteration 7Q: 3 clusters Score -205683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -205739.312500 Penalty: 724.230530
	Iteration 8Q: 3 clusters Score -205739.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -205786.781250 Penalty: 724.230530
	Iteration 9Q: 3 clusters Score -205786.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -205824.859375 Penalty: 724.230530
	Iteration 10Q: 3 clusters Score -205824.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -205846.546875 Penalty: 724.230530
	Iteration 11Q: 3 clusters Score -205846.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -205864.484375 Penalty: 724.230530
	Iteration 12Q: 3 clusters Score -205864.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -205873.312500 Penalty: 724.230530
	Iteration 13Q: 3 clusters Score -205873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -205880.046875 Penalty: 724.230530
	Iteration 14Q: 3 clusters Score -205880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -205883.718750 Penalty: 724.230530
	Iteration 15Q: 3 clusters Score -205883.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -205887.562500 Penalty: 724.230530
	Iteration 16Q: 3 clusters Score -205887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -205889.234375 Penalty: 724.230530
	Iteration 17Q: 3 clusters Score -205889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -205890.875000 Penalty: 724.230530
	Iteration 18Q: 3 clusters Score -205890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -205892.843750 Penalty: 724.230530
	Iteration 19Q: 3 clusters Score -205892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -205894.203125 Penalty: 724.230530
	Iteration 20F: 3 clusters Score -205894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -205894.500000 Penalty: 724.230530
	Iteration 21Q: 3 clusters Score -205894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -205895.359375 Penalty: 724.230530
	Iteration 22Q: 3 clusters Score -205895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -205895.671875 Penalty: 724.230530
	Iteration 23Q: 3 clusters Score -205895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -205895.687500 Penalty: 724.230530
	Iteration 24Q: 3 clusters Score -205895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -205896.000000 Penalty: 724.230530
	Iteration 25Q: 3 clusters Score -205896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -205896.265625 Penalty: 724.230530
	Iteration 26Q: 3 clusters Score -205896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -205896.265625 Penalty: 724.230530
	Iteration 27F: 3 clusters Score -205896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -78997.562500 Penalty: 313.150909
	Iteration 0F: 2 clusters Score -78997.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78202.328125 Penalty: 626.301819
	Iteration 0F: 3 clusters Score -78202.33 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78414.320312 Penalty: 626.301819
	Iteration 1F: 3 clusters Score -78414.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78457.617188 Penalty: 626.301819
	Iteration 2F: 3 clusters Score -78457.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78480.179688 Penalty: 626.301819
	Iteration 3F: 3 clusters Score -78480.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78493.515625 Penalty: 626.301819
	Iteration 4Q: 3 clusters Score -78493.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78505.000000 Penalty: 626.301819
	Iteration 5Q: 3 clusters Score -78505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78516.953125 Penalty: 626.301819
	Iteration 6Q: 3 clusters Score -78516.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78526.296875 Penalty: 626.301819
	Iteration 7Q: 3 clusters Score -78526.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78533.742188 Penalty: 626.301819
	Iteration 8Q: 3 clusters Score -78533.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78544.117188 Penalty: 626.301819
	Iteration 9Q: 3 clusters Score -78544.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78557.984375 Penalty: 626.301819
	Iteration 10Q: 3 clusters Score -78557.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78569.898438 Penalty: 626.301819
	Iteration 11Q: 3 clusters Score -78569.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78596.789062 Penalty: 626.301819
	Iteration 12Q: 3 clusters Score -78596.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78610.546875 Penalty: 626.301819
	Iteration 13Q: 3 clusters Score -78610.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78622.093750 Penalty: 626.301819
	Iteration 14Q: 3 clusters Score -78622.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78630.101562 Penalty: 626.301819
	Iteration 15Q: 3 clusters Score -78630.1 nChanged 15
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: -78640.156250 Penalty: 626.301819
	Iteration 16Q: 3 clusters Score -78640.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -78654.679688 Penalty: 626.301819
	Iteration 17Q: 3 clusters Score -78654.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78665.039062 Penalty: 626.301819
	Iteration 18Q: 3 clusters Score -78665.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78675.460938 Penalty: 626.301819
	Iteration 19Q: 3 clusters Score -78675.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -78689.343750 Penalty: 626.301819
	Iteration 20F: 3 clusters Score -78689.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -78700.609375 Penalty: 626.301819
	Iteration 21Q: 3 clusters Score -78700.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -78709.164062 Penalty: 626.301819
	Iteration 22Q: 3 clusters Score -78709.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -78711.773438 Penalty: 626.301819
	Iteration 23Q: 3 clusters Score -78711.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -78716.539062 Penalty: 626.301819
	Iteration 24Q: 3 clusters Score -78716.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -78719.656250 Penalty: 626.301819
	Iteration 25Q: 3 clusters Score -78719.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -78720.351562 Penalty: 626.301819
	Iteration 26Q: 3 clusters Score -78720.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78720.664062 Penalty: 626.301819
	Iteration 27Q: 3 clusters Score -78720.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -78720.664062 Penalty: 626.301819
	Iteration 28F: 3 clusters Score -78720.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -545672.000000 Penalty: 401.247681
	Iteration 0F: 2 clusters Score -545672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -541168.562500 Penalty: 802.495361
	Iteration 0F: 3 clusters Score -541168.6 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -542822.812500 Penalty: 802.495361
	Iteration 1F: 3 clusters Score -542822.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -542973.625000 Penalty: 802.495361
	Iteration 2F: 3 clusters Score -542973.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -543166.125000 Penalty: 802.495361
	Iteration 3F: 3 clusters Score -543166.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -543486.500000 Penalty: 802.495361
	Iteration 4F: 3 clusters Score -543486.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -543916.625000 Penalty: 802.495361
	Iteration 5F: 3 clusters Score -543916.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -544413.125000 Penalty: 802.495361
	Iteration 6F: 3 clusters Score -544413.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -544910.875000 Penalty: 802.495361
	Iteration 7F: 3 clusters Score -544910.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -545181.687500 Penalty: 802.495361
	Iteration 8Q: 3 clusters Score -545181.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -545277.250000 Penalty: 802.495361
	Iteration 9Q: 3 clusters Score -545277.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -545325.125000 Penalty: 802.495361
	Iteration 10Q: 3 clusters Score -545325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -545348.062500 Penalty: 802.495361
	Iteration 11Q: 3 clusters Score -545348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -545348.125000 Penalty: 802.495361
	Iteration 12Q: 3 clusters Score -545348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -545348.125000 Penalty: 802.495361
	Iteration 13F: 3 clusters Score -545348.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -61634.753906 Penalty: 308.641296
	Iteration 0F: 2 clusters Score -61634.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60906.824219 Penalty: 617.282593
	Iteration 0F: 3 clusters Score -60906.82 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61127.332031 Penalty: 617.282593
	Iteration 1F: 3 clusters Score -61127.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61202.906250 Penalty: 617.282593
	Iteration 2F: 3 clusters Score -61202.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61245.539062 Penalty: 617.282593
	Iteration 3F: 3 clusters Score -61245.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61287.082031 Penalty: 617.282593
	Iteration 4F: 3 clusters Score -61287.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61316.457031 Penalty: 617.282593
	Iteration 5Q: 3 clusters Score -61316.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61347.789062 Penalty: 617.282593
	Iteration 6Q: 3 clusters Score -61347.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61363.316406 Penalty: 617.282593
	Iteration 7Q: 3 clusters Score -61363.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61371.121094 Penalty: 617.282593
	Iteration 8Q: 3 clusters Score -61371.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61377.250000 Penalty: 617.282593
	Iteration 9Q: 3 clusters Score -61377.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61384.042969 Penalty: 617.282593
	Iteration 10Q: 3 clusters Score -61384.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61393.125000 Penalty: 617.282593
	Iteration 11Q: 3 clusters Score -61393.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61402.792969 Penalty: 617.282593
	Iteration 12Q: 3 clusters Score -61402.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61413.996094 Penalty: 617.282593
	Iteration 13Q: 3 clusters Score -61414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61420.128906 Penalty: 617.282593
	Iteration 14Q: 3 clusters Score -61420.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61424.054688 Penalty: 617.282593
	Iteration 15Q: 3 clusters Score -61424.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61427.390625 Penalty: 617.282593
	Iteration 16Q: 3 clusters Score -61427.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -61431.980469 Penalty: 617.282593
	Iteration 17Q: 3 clusters Score -61431.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -61434.015625 Penalty: 617.282593
	Iteration 18Q: 3 clusters Score -61434.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61434.562500 Penalty: 617.282593
	Iteration 19Q: 3 clusters Score -61434.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61435.425781 Penalty: 617.282593
	Iteration 20F: 3 clusters Score -61435.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61436.484375 Penalty: 617.282593
	Iteration 21Q: 3 clusters Score -61436.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61437.890625 Penalty: 617.282593
	Iteration 22Q: 3 clusters Score -61437.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -61437.890625 Penalty: 617.282593
	Iteration 23F: 3 clusters Score -61437.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Entering Unmasked Estep 
Score: -427635.500000 Penalty: 388.717926
	Iteration 0F: 2 clusters Score -427635.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -424221.812500 Penalty: 777.435852
	Iteration 0F: 3 clusters Score -424221.8 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -425591.656250 Penalty: 777.435852
	Iteration 1F: 3 clusters Score -425591.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -425798.250000 Penalty: 777.435852
	Iteration 2F: 3 clusters Score -425798.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -425989.093750 Penalty: 777.435852
	Iteration 3F: 3 clusters Score -425989.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -426193.093750 Penalty: 777.435852
	Iteration 4F: 3 clusters Score -426193.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -426438.812500 Penalty: 777.435852
	Iteration 5F: 3 clusters Score -426438.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -426703.406250 Penalty: 777.435852
	Iteration 6F: 3 clusters Score -426703.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -426931.125000 Penalty: 777.435852
	Iteration 7Q: 3 clusters Score -426931.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -427100.687500 Penalty: 777.435852
	Iteration 8Q: 3 clusters Score -427100.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -427195.406250 Penalty: 777.435852
	Iteration 9Q: 3 clusters Score -427195.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -427244.312500 Penalty: 777.435852
	Iteration 10Q: 3 clusters Score -427244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -427267.718750 Penalty: 777.435852
	Iteration 11Q: 3 clusters Score -427267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -427276.656250 Penalty: 777.435852
	Iteration 12Q: 3 clusters Score -427276.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -427283.750000 Penalty: 777.435852
	Iteration 13Q: 3 clusters Score -427283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -427286.250000 Penalty: 777.435852
	Iteration 14Q: 3 clusters Score -427286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -427289.531250 Penalty: 777.435852
	Iteration 15Q: 3 clusters Score -427289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -427290.750000 Penalty: 777.435852
	Iteration 16Q: 3 clusters Score -427290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -427290.750000 Penalty: 777.435852
	Iteration 17F: 3 clusters Score -427290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -21147.486328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -21147.49 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 154 members 
Entering Unmasked Estep 
Score: -20797.058594 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -20797.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20922.865234 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -20922.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20981.535156 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -20981.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21025.273438 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -21025.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21050.947266 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -21050.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21062.828125 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -21062.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21064.406250 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -21064.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21067.416016 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -21067.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21076.919922 Penalty: 522.321167
	Iteration 8Q: 3 clusters Score -21076.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21099.876953 Penalty: 522.321167
	Iteration 9Q: 3 clusters Score -21099.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21113.898438 Penalty: 522.321167
	Iteration 10Q: 3 clusters Score -21113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21115.820312 Penalty: 522.321167
	Iteration 11Q: 3 clusters Score -21115.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21117.849609 Penalty: 522.321167
	Iteration 12Q: 3 clusters Score -21117.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21117.849609 Penalty: 522.321167
	Iteration 13F: 3 clusters Score -21117.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Entering Unmasked Estep 
Score: -1064696.125000 Penalty: 432.373352
	Iteration 0F: 2 clusters Score -1064696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1055746.500000 Penalty: 864.746704
	Iteration 0F: 3 clusters Score -1055746 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1059451.750000 Penalty: 864.746704
	Iteration 1F: 3 clusters Score -1059452 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1059796.125000 Penalty: 864.746704
	Iteration 2F: 3 clusters Score -1059796 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1060194.000000 Penalty: 864.746704
	Iteration 3F: 3 clusters Score -1060194 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1060694.000000 Penalty: 864.746704
	Iteration 4F: 3 clusters Score -1060694 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1061294.625000 Penalty: 864.746704
	Iteration 5F: 3 clusters Score -1061295 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1061747.125000 Penalty: 864.746704
	Iteration 6F: 3 clusters Score -1061747 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1061954.375000 Penalty: 864.746704
	Iteration 7Q: 3 clusters Score -1061954 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1062042.375000 Penalty: 864.746704
	Iteration 8Q: 3 clusters Score -1062042 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1062105.375000 Penalty: 864.746704
	Iteration 9Q: 3 clusters Score -1062105 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1062169.375000 Penalty: 864.746704
	Iteration 10Q: 3 clusters Score -1062169 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1062254.250000 Penalty: 864.746704
	Iteration 11Q: 3 clusters Score -1062254 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1062329.875000 Penalty: 864.746704
	Iteration 12Q: 3 clusters Score -1062330 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1062405.500000 Penalty: 864.746704
	Iteration 13Q: 3 clusters Score -1062406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1062491.500000 Penalty: 864.746704
	Iteration 14Q: 3 clusters Score -1062492 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1062604.125000 Penalty: 864.746704
	Iteration 15Q: 3 clusters Score -1062604 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1062746.375000 Penalty: 864.746704
	Iteration 16Q: 3 clusters Score -1062746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1062890.875000 Penalty: 864.746704
	Iteration 17Q: 3 clusters Score -1062891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1063047.625000 Penalty: 864.746704
	Iteration 18Q: 3 clusters Score -1063048 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1063197.000000 Penalty: 864.746704
	Iteration 19Q: 3 clusters Score -1063197 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1063331.125000 Penalty: 864.746704
	Iteration 20F: 3 clusters Score -1063331 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1063477.875000 Penalty: 864.746704
	Iteration 21Q: 3 clusters Score -1063478 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1063631.500000 Penalty: 864.746704
	Iteration 22Q: 3 clusters Score -1063632 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1063785.875000 Penalty: 864.746704
	Iteration 23Q: 3 clusters Score -1063786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1063897.375000 Penalty: 864.746704
	Iteration 24Q: 3 clusters Score -1063897 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1063992.625000 Penalty: 864.746704
	Iteration 25Q: 3 clusters Score -1063993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1064076.000000 Penalty: 864.746704
	Iteration 26Q: 3 clusters Score -1064076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1064140.750000 Penalty: 864.746704
	Iteration 27Q: 3 clusters Score -1064141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1064182.875000 Penalty: 864.746704
	Iteration 28Q: 3 clusters Score -1064183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1064214.875000 Penalty: 864.746704
	Iteration 29Q: 3 clusters Score -1064215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1064232.625000 Penalty: 864.746704
	Iteration 30Q: 3 clusters Score -1064233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1064246.125000 Penalty: 864.746704
	Iteration 31Q: 3 clusters Score -1064246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1064260.250000 Penalty: 864.746704
	Iteration 32Q: 3 clusters Score -1064260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1064271.250000 Penalty: 864.746704
	Iteration 33Q: 3 clusters Score -1064271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1064279.500000 Penalty: 864.746704
	Iteration 34Q: 3 clusters Score -1064280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1064284.250000 Penalty: 864.746704
	Iteration 35Q: 3 clusters Score -1064284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1064287.375000 Penalty: 864.746704
	Iteration 36Q: 3 clusters Score -1064287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1064294.375000 Penalty: 864.746704
	Iteration 37Q: 3 clusters Score -1064294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1064295.500000 Penalty: 864.746704
	Iteration 38Q: 3 clusters Score -1064296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1064295.250000 Penalty: 864.746704
	Iteration 39Q: 3 clusters Score -1064295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1064297.750000 Penalty: 864.746704
	Iteration 40F: 3 clusters Score -1064298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1064302.000000 Penalty: 864.746704
	Iteration 41Q: 3 clusters Score -1064302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1064306.625000 Penalty: 864.746704
	Iteration 42Q: 3 clusters Score -1064307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1064308.625000 Penalty: 864.746704
	Iteration 43Q: 3 clusters Score -1064309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1064310.375000 Penalty: 864.746704
	Iteration 44Q: 3 clusters Score -1064310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1064311.875000 Penalty: 864.746704
	Iteration 45Q: 3 clusters Score -1064312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1064317.000000 Penalty: 864.746704
	Iteration 46Q: 3 clusters Score -1064317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1064317.750000 Penalty: 864.746704
	Iteration 47Q: 3 clusters Score -1064318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1064318.500000 Penalty: 864.746704
	Iteration 48Q: 3 clusters Score -1064318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1064318.500000 Penalty: 864.746704
	Iteration 49F: 3 clusters Score -1064318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Entering Unmasked Estep 
Score: -833770.062500 Penalty: 419.949188
	Iteration 0F: 2 clusters Score -833770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -827152.000000 Penalty: 839.898376
	Iteration 0F: 3 clusters Score -827152 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -829575.875000 Penalty: 839.898376
	Iteration 1F: 3 clusters Score -829575.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -829727.375000 Penalty: 839.898376
	Iteration 2Q: 3 clusters Score -829727.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -829863.500000 Penalty: 839.898376
	Iteration 3Q: 3 clusters Score -829863.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -830029.812500 Penalty: 839.898376
	Iteration 4Q: 3 clusters Score -830029.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -830232.437500 Penalty: 839.898376
	Iteration 5Q: 3 clusters Score -830232.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -830588.937500 Penalty: 839.898376
	Iteration 6Q: 3 clusters Score -830588.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -831055.562500 Penalty: 839.898376
	Iteration 7F: 3 clusters Score -831055.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -831430.875000 Penalty: 839.898376
	Iteration 8F: 3 clusters Score -831430.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -831698.062500 Penalty: 839.898376
	Iteration 9Q: 3 clusters Score -831698.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -831801.500000 Penalty: 839.898376
	Iteration 10Q: 3 clusters Score -831801.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -831892.875000 Penalty: 839.898376
	Iteration 11Q: 3 clusters Score -831892.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -831949.687500 Penalty: 839.898376
	Iteration 12Q: 3 clusters Score -831949.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -832020.500000 Penalty: 839.898376
	Iteration 13Q: 3 clusters Score -832020.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -832117.500000 Penalty: 839.898376
	Iteration 14Q: 3 clusters Score -832117.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -832201.000000 Penalty: 839.898376
	Iteration 15Q: 3 clusters Score -832201 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -832265.812500 Penalty: 839.898376
	Iteration 16Q: 3 clusters Score -832265.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -832340.750000 Penalty: 839.898376
	Iteration 17Q: 3 clusters Score -832340.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -832421.562500 Penalty: 839.898376
	Iteration 18Q: 3 clusters Score -832421.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -832502.125000 Penalty: 839.898376
	Iteration 19Q: 3 clusters Score -832502.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -832603.000000 Penalty: 839.898376
	Iteration 20F: 3 clusters Score -832603 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -832701.312500 Penalty: 839.898376
	Iteration 21Q: 3 clusters Score -832701.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -832780.750000 Penalty: 839.898376
	Iteration 22Q: 3 clusters Score -832780.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -832862.812500 Penalty: 839.898376
	Iteration 23Q: 3 clusters Score -832862.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -832956.500000 Penalty: 839.898376
	Iteration 24Q: 3 clusters Score -832956.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -833035.375000 Penalty: 839.898376
	Iteration 25Q: 3 clusters Score -833035.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -833121.937500 Penalty: 839.898376
	Iteration 26Q: 3 clusters Score -833121.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -833196.812500 Penalty: 839.898376
	Iteration 27Q: 3 clusters Score -833196.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -833237.187500 Penalty: 839.898376
	Iteration 28Q: 3 clusters Score -833237.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -833272.875000 Penalty: 839.898376
	Iteration 29Q: 3 clusters Score -833272.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -833302.687500 Penalty: 839.898376
	Iteration 30Q: 3 clusters Score -833302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -833320.125000 Penalty: 839.898376
	Iteration 31Q: 3 clusters Score -833320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -833324.187500 Penalty: 839.898376
	Iteration 32Q: 3 clusters Score -833324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -833329.187500 Penalty: 839.898376
	Iteration 33Q: 3 clusters Score -833329.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -833337.062500 Penalty: 839.898376
	Iteration 34Q: 3 clusters Score -833337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -833343.937500 Penalty: 839.898376
	Iteration 35Q: 3 clusters Score -833343.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -833344.437500 Penalty: 839.898376
	Iteration 36Q: 3 clusters Score -833344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -833345.250000 Penalty: 839.898376
	Iteration 37Q: 3 clusters Score -833345.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -833345.250000 Penalty: 839.898376
	Iteration 38F: 3 clusters Score -833345.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -96196.890625 Penalty: 326.762421
	Iteration 0F: 2 clusters Score -96196.89 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 681 members 
Entering Unmasked Estep 
Score: -95193.710938 Penalty: 653.524841
	Iteration 0F: 3 clusters Score -95193.71 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -95564.914062 Penalty: 653.524841
	Iteration 1F: 3 clusters Score -95564.91 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -95684.890625 Penalty: 653.524841
	Iteration 2F: 3 clusters Score -95684.89 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -95776.257812 Penalty: 653.524841
	Iteration 3F: 3 clusters Score -95776.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -95831.796875 Penalty: 653.524841
	Iteration 4F: 3 clusters Score -95831.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95866.070312 Penalty: 653.524841
	Iteration 5Q: 3 clusters Score -95866.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95894.070312 Penalty: 653.524841
	Iteration 6Q: 3 clusters Score -95894.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -95912.054688 Penalty: 653.524841
	Iteration 7Q: 3 clusters Score -95912.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95924.773438 Penalty: 653.524841
	Iteration 8Q: 3 clusters Score -95924.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -95937.195312 Penalty: 653.524841
	Iteration 9Q: 3 clusters Score -95937.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -95953.562500 Penalty: 653.524841
	Iteration 10Q: 3 clusters Score -95953.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -95971.953125 Penalty: 653.524841
	Iteration 11Q: 3 clusters Score -95971.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -95994.445312 Penalty: 653.524841
	Iteration 12Q: 3 clusters Score -95994.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96017.656250 Penalty: 653.524841
	Iteration 13Q: 3 clusters Score -96017.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96041.507812 Penalty: 653.524841
	Iteration 14Q: 3 clusters Score -96041.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -96072.500000 Penalty: 653.524841
	Iteration 15Q: 3 clusters Score -96072.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -96104.031250 Penalty: 653.524841
	Iteration 16Q: 3 clusters Score -96104.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -96119.039062 Penalty: 653.524841
	Iteration 17Q: 3 clusters Score -96119.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -96128.562500 Penalty: 653.524841
	Iteration 18Q: 3 clusters Score -96128.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -96136.179688 Penalty: 653.524841
	Iteration 19Q: 3 clusters Score -96136.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96140.914062 Penalty: 653.524841
	Iteration 20F: 3 clusters Score -96140.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -96142.289062 Penalty: 653.524841
	Iteration 21Q: 3 clusters Score -96142.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -96145.437500 Penalty: 653.524841
	Iteration 22Q: 3 clusters Score -96145.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -96147.390625 Penalty: 653.524841
	Iteration 23Q: 3 clusters Score -96147.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -96147.882812 Penalty: 653.524841
	Iteration 24Q: 3 clusters Score -96147.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96148.382812 Penalty: 653.524841
	Iteration 25Q: 3 clusters Score -96148.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96149.015625 Penalty: 653.524841
	Iteration 26Q: 3 clusters Score -96149.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96149.054688 Penalty: 653.524841
	Iteration 27Q: 3 clusters Score -96149.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96149.054688 Penalty: 653.524841
	Iteration 28F: 3 clusters Score -96149.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -15164.436523 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -15164.44 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 128 members 
Entering Unmasked Estep 
Score: -14844.890625 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -14844.89 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14956.072266 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -14956.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14987.301758 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -14987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -15023.046875 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -15023.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15034.041992 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -15034.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15041.969727 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -15041.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15045.643555 Penalty: 501.354340
	Iteration 6Q: 3 clusters Score -15045.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15048.589844 Penalty: 501.354340
	Iteration 7Q: 3 clusters Score -15048.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15058.646484 Penalty: 501.354340
	Iteration 8Q: 3 clusters Score -15058.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15059.643555 Penalty: 501.354340
	Iteration 9Q: 3 clusters Score -15059.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15059.643555 Penalty: 501.354340
	Iteration 10F: 3 clusters Score -15059.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -40750.066406 Penalty: 289.674408
	Iteration 0F: 2 clusters Score -40750.07 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 290 members 
Entering Unmasked Estep 
Score: -40239.636719 Penalty: 579.348816
	Iteration 0F: 3 clusters Score -40239.64 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -40374.980469 Penalty: 579.348816
	Iteration 1F: 3 clusters Score -40374.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40401.265625 Penalty: 579.348816
	Iteration 2F: 3 clusters Score -40401.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40410.996094 Penalty: 579.348816
	Iteration 3Q: 3 clusters Score -40411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40414.121094 Penalty: 579.348816
	Iteration 4Q: 3 clusters Score -40414.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40417.101562 Penalty: 579.348816
	Iteration 5Q: 3 clusters Score -40417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40419.042969 Penalty: 579.348816
	Iteration 6Q: 3 clusters Score -40419.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40420.070312 Penalty: 579.348816
	Iteration 7Q: 3 clusters Score -40420.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40420.832031 Penalty: 579.348816
	Iteration 8Q: 3 clusters Score -40420.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40422.382812 Penalty: 579.348816
	Iteration 9Q: 3 clusters Score -40422.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40425.773438 Penalty: 579.348816
	Iteration 10Q: 3 clusters Score -40425.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -40430.589844 Penalty: 579.348816
	Iteration 11Q: 3 clusters Score -40430.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40433.753906 Penalty: 579.348816
	Iteration 12Q: 3 clusters Score -40433.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40436.671875 Penalty: 579.348816
	Iteration 13Q: 3 clusters Score -40436.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40440.289062 Penalty: 579.348816
	Iteration 14Q: 3 clusters Score -40440.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -40442.003906 Penalty: 579.348816
	Iteration 15Q: 3 clusters Score -40442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -40444.164062 Penalty: 579.348816
	Iteration 16Q: 3 clusters Score -40444.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -40447.691406 Penalty: 579.348816
	Iteration 17Q: 3 clusters Score -40447.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40450.972656 Penalty: 579.348816
	Iteration 18Q: 3 clusters Score -40450.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40453.617188 Penalty: 579.348816
	Iteration 19Q: 3 clusters Score -40453.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40454.367188 Penalty: 579.348816
	Iteration 20F: 3 clusters Score -40454.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40455.371094 Penalty: 579.348816
	Iteration 21Q: 3 clusters Score -40455.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40456.101562 Penalty: 579.348816
	Iteration 22Q: 3 clusters Score -40456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -40456.101562 Penalty: 579.348816
	Iteration 23F: 3 clusters Score -40456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -425479.781250 Penalty: 388.815338
	Iteration 0F: 2 clusters Score -425479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -422052.781250 Penalty: 777.630676
	Iteration 0F: 3 clusters Score -422052.8 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -423323.906250 Penalty: 777.630676
	Iteration 1F: 3 clusters Score -423323.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -423442.562500 Penalty: 777.630676
	Iteration 2F: 3 clusters Score -423442.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -423563.656250 Penalty: 777.630676
	Iteration 3F: 3 clusters Score -423563.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -423721.906250 Penalty: 777.630676
	Iteration 4F: 3 clusters Score -423721.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -423901.437500 Penalty: 777.630676
	Iteration 5F: 3 clusters Score -423901.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -424123.218750 Penalty: 777.630676
	Iteration 6F: 3 clusters Score -424123.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -424387.125000 Penalty: 777.630676
	Iteration 7F: 3 clusters Score -424387.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -424631.593750 Penalty: 777.630676
	Iteration 8Q: 3 clusters Score -424631.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -424802.875000 Penalty: 777.630676
	Iteration 9Q: 3 clusters Score -424802.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -424905.750000 Penalty: 777.630676
	Iteration 10Q: 3 clusters Score -424905.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -424973.562500 Penalty: 777.630676
	Iteration 11Q: 3 clusters Score -424973.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -425017.031250 Penalty: 777.630676
	Iteration 12Q: 3 clusters Score -425017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -425041.343750 Penalty: 777.630676
	Iteration 13Q: 3 clusters Score -425041.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -425052.531250 Penalty: 777.630676
	Iteration 14Q: 3 clusters Score -425052.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -425062.312500 Penalty: 777.630676
	Iteration 15Q: 3 clusters Score -425062.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -425071.906250 Penalty: 777.630676
	Iteration 16Q: 3 clusters Score -425071.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -425082.250000 Penalty: 777.630676
	Iteration 17Q: 3 clusters Score -425082.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -425090.593750 Penalty: 777.630676
	Iteration 18Q: 3 clusters Score -425090.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -425095.312500 Penalty: 777.630676
	Iteration 19Q: 3 clusters Score -425095.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -425098.968750 Penalty: 777.630676
	Iteration 20F: 3 clusters Score -425099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -425100.718750 Penalty: 777.630676
	Iteration 21Q: 3 clusters Score -425100.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -425099.500000 Penalty: 777.630676
	Iteration 22Q: 3 clusters Score -425099.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -425103.156250 Penalty: 777.630676
	Iteration 23Q: 3 clusters Score -425103.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -425111.937500 Penalty: 777.630676
	Iteration 24Q: 3 clusters Score -425111.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -425109.125000 Penalty: 777.630676
	Iteration 25Q: 3 clusters Score -425109.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -425110.281250 Penalty: 777.630676
	Iteration 26Q: 3 clusters Score -425110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -425119.031250 Penalty: 777.630676
	Iteration 27Q: 3 clusters Score -425119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -425113.625000 Penalty: 777.630676
	Iteration 28Q: 3 clusters Score -425113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -425112.468750 Penalty: 777.630676
	Iteration 29Q: 3 clusters Score -425112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -425118.500000 Penalty: 777.630676
	Iteration 30Q: 3 clusters Score -425118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -425115.312500 Penalty: 777.630676
	Iteration 31Q: 3 clusters Score -425115.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -425117.500000 Penalty: 777.630676
	Iteration 32Q: 3 clusters Score -425117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -425116.843750 Penalty: 777.630676
	Iteration 33Q: 3 clusters Score -425116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -425121.750000 Penalty: 777.630676
	Iteration 34Q: 3 clusters Score -425121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -425116.062500 Penalty: 777.630676
	Iteration 35Q: 3 clusters Score -425116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -425117.156250 Penalty: 777.630676
	Iteration 36Q: 3 clusters Score -425117.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -425116.625000 Penalty: 777.630676
	Iteration 37Q: 3 clusters Score -425116.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -425113.468750 Penalty: 777.630676
	Iteration 38Q: 3 clusters Score -425113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -425112.687500 Penalty: 777.630676
	Iteration 39Q: 3 clusters Score -425112.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -425110.062500 Penalty: 777.630676
	Iteration 40F: 3 clusters Score -425110.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -425108.625000 Penalty: 777.630676
	Iteration 41Q: 3 clusters Score -425108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -425112.093750 Penalty: 777.630676
	Iteration 42Q: 3 clusters Score -425112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -425110.375000 Penalty: 777.630676
	Iteration 43Q: 3 clusters Score -425110.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -425112.250000 Penalty: 777.630676
	Iteration 44Q: 3 clusters Score -425112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -425114.812500 Penalty: 777.630676
	Iteration 45Q: 3 clusters Score -425114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -425115.218750 Penalty: 777.630676
	Iteration 46Q: 3 clusters Score -425115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -425115.031250 Penalty: 777.630676
	Iteration 47Q: 3 clusters Score -425115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -425115.500000 Penalty: 777.630676
	Iteration 48Q: 3 clusters Score -425115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -425113.968750 Penalty: 777.630676
	Iteration 49Q: 3 clusters Score -425114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -425113.000000 Penalty: 777.630676
	Iteration 50Q: 3 clusters Score -425113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -425112.656250 Penalty: 777.630676
	Iteration 51Q: 3 clusters Score -425112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -425114.843750 Penalty: 777.630676
	Iteration 52Q: 3 clusters Score -425114.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -425120.406250 Penalty: 777.630676
	Iteration 53Q: 3 clusters Score -425120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -425117.437500 Penalty: 777.630676
	Iteration 54Q: 3 clusters Score -425117.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -425120.125000 Penalty: 777.630676
	Iteration 55Q: 3 clusters Score -425120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -425118.593750 Penalty: 777.630676
	Iteration 56Q: 3 clusters Score -425118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -425118.031250 Penalty: 777.630676
	Iteration 57Q: 3 clusters Score -425118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -425117.062500 Penalty: 777.630676
	Iteration 58Q: 3 clusters Score -425117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -425116.531250 Penalty: 777.630676
	Iteration 59Q: 3 clusters Score -425116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -425116.531250 Penalty: 777.630676
	Iteration 60F: 3 clusters Score -425116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -510396.687500 Penalty: 398.429047
	Iteration 0F: 2 clusters Score -510396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -506130.781250 Penalty: 796.858093
	Iteration 0F: 3 clusters Score -506130.8 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -508005.906250 Penalty: 796.858093
	Iteration 1F: 3 clusters Score -508005.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -508488.437500 Penalty: 796.858093
	Iteration 2F: 3 clusters Score -508488.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -509093.718750 Penalty: 796.858093
	Iteration 3F: 3 clusters Score -509093.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -509705.718750 Penalty: 796.858093
	Iteration 4F: 3 clusters Score -509705.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -510051.750000 Penalty: 796.858093
	Iteration 5F: 3 clusters Score -510051.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -510196.437500 Penalty: 796.858093
	Iteration 6Q: 3 clusters Score -510196.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -510265.468750 Penalty: 796.858093
	Iteration 7Q: 3 clusters Score -510265.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -510311.250000 Penalty: 796.858093
	Iteration 8Q: 3 clusters Score -510311.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -510339.562500 Penalty: 796.858093
	Iteration 9Q: 3 clusters Score -510339.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -510349.437500 Penalty: 796.858093
	Iteration 10Q: 3 clusters Score -510349.4 nChanged 25
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: -510356.500000 Penalty: 796.858093
	Iteration 11Q: 3 clusters Score -510356.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -510360.437500 Penalty: 796.858093
	Iteration 12Q: 3 clusters Score -510360.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -510364.406250 Penalty: 796.858093
	Iteration 13Q: 3 clusters Score -510364.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -510368.812500 Penalty: 796.858093
	Iteration 14Q: 3 clusters Score -510368.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -510370.843750 Penalty: 796.858093
	Iteration 15Q: 3 clusters Score -510370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -510374.781250 Penalty: 796.858093
	Iteration 16Q: 3 clusters Score -510374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -510377.750000 Penalty: 796.858093
	Iteration 17Q: 3 clusters Score -510377.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -510379.125000 Penalty: 796.858093
	Iteration 18Q: 3 clusters Score -510379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -510378.218750 Penalty: 796.858093
	Iteration 19Q: 3 clusters Score -510378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -510380.125000 Penalty: 796.858093
	Iteration 20F: 3 clusters Score -510380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -510380.156250 Penalty: 796.858093
	Iteration 21Q: 3 clusters Score -510380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -510381.718750 Penalty: 796.858093
	Iteration 22Q: 3 clusters Score -510381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -510380.906250 Penalty: 796.858093
	Iteration 23Q: 3 clusters Score -510380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -510381.562500 Penalty: 796.858093
	Iteration 24Q: 3 clusters Score -510381.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -510381.562500 Penalty: 796.858093
	Iteration 25F: 3 clusters Score -510381.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -9938.952148 Penalty: 230.059189
	Iteration 0F: 2 clusters Score -9938.952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9729.885742 Penalty: 460.118378
	Iteration 0F: 3 clusters Score -9729.886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9826.756836 Penalty: 460.118378
	Iteration 1F: 3 clusters Score -9826.757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9859.279297 Penalty: 460.118378
	Iteration 2Q: 3 clusters Score -9859.279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9883.466797 Penalty: 460.118378
	Iteration 3Q: 3 clusters Score -9883.467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9901.047852 Penalty: 460.118378
	Iteration 4Q: 3 clusters Score -9901.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9911.749023 Penalty: 460.118378
	Iteration 5Q: 3 clusters Score -9911.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9931.391602 Penalty: 460.118378
	Iteration 6Q: 3 clusters Score -9931.392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9940.078125 Penalty: 460.118378
	Iteration 7Q: 3 clusters Score -9940.078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9946.066406 Penalty: 460.118378
	Iteration 8Q: 3 clusters Score -9946.066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9947.996094 Penalty: 460.118378
	Iteration 9Q: 3 clusters Score -9947.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9947.996094 Penalty: 460.118378
	Iteration 10F: 3 clusters Score -9947.996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 57 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 100 members 
Entering Unmasked Estep 
Score: -42175596.000000 Penalty: 47552.976562
Splitting cluster 44 changes total score from -42176252.000000 to -42175596.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (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: -67806.039062 Penalty: 314.575043
	Iteration 0F: 2 clusters Score -67806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -67020.546875 Penalty: 629.150085
	Iteration 0F: 3 clusters Score -67020.55 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67314.257812 Penalty: 629.150085
	Iteration 1F: 3 clusters Score -67314.26 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67391.445312 Penalty: 629.150085
	Iteration 2F: 3 clusters Score -67391.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -67428.484375 Penalty: 629.150085
	Iteration 3F: 3 clusters Score -67428.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67447.593750 Penalty: 629.150085
	Iteration 4Q: 3 clusters Score -67447.59 nChanged 27
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: -67466.015625 Penalty: 629.150085
	Iteration 5Q: 3 clusters Score -67466.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67488.335938 Penalty: 629.150085
	Iteration 6Q: 3 clusters Score -67488.34 nChanged 20
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: -67500.445312 Penalty: 629.150085
	Iteration 7Q: 3 clusters Score -67500.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67515.882812 Penalty: 629.150085
	Iteration 8Q: 3 clusters Score -67515.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67524.335938 Penalty: 629.150085
	Iteration 9Q: 3 clusters Score -67524.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67533.156250 Penalty: 629.150085
	Iteration 10Q: 3 clusters Score -67533.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67535.914062 Penalty: 629.150085
	Iteration 11Q: 3 clusters Score -67535.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67538.078125 Penalty: 629.150085
	Iteration 12Q: 3 clusters Score -67538.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67540.859375 Penalty: 629.150085
	Iteration 13Q: 3 clusters Score -67540.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67546.804688 Penalty: 629.150085
	Iteration 14Q: 3 clusters Score -67546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67552.789062 Penalty: 629.150085
	Iteration 15Q: 3 clusters Score -67552.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67557.718750 Penalty: 629.150085
	Iteration 16Q: 3 clusters Score -67557.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67565.882812 Penalty: 629.150085
	Iteration 17Q: 3 clusters Score -67565.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67576.476562 Penalty: 629.150085
	Iteration 18Q: 3 clusters Score -67576.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67586.546875 Penalty: 629.150085
	Iteration 19Q: 3 clusters Score -67586.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67600.640625 Penalty: 629.150085
	Iteration 20F: 3 clusters Score -67600.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67610.234375 Penalty: 629.150085
	Iteration 21Q: 3 clusters Score -67610.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67631.375000 Penalty: 629.150085
	Iteration 22Q: 3 clusters Score -67631.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67647.421875 Penalty: 629.150085
	Iteration 23Q: 3 clusters Score -67647.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67664.351562 Penalty: 629.150085
	Iteration 24Q: 3 clusters Score -67664.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67675.093750 Penalty: 629.150085
	Iteration 25Q: 3 clusters Score -67675.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67682.281250 Penalty: 629.150085
	Iteration 26Q: 3 clusters Score -67682.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67693.070312 Penalty: 629.150085
	Iteration 27Q: 3 clusters Score -67693.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67696.695312 Penalty: 629.150085
	Iteration 28Q: 3 clusters Score -67696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -67699.789062 Penalty: 629.150085
	Iteration 29Q: 3 clusters Score -67699.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67701.820312 Penalty: 629.150085
	Iteration 30Q: 3 clusters Score -67701.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67701.960938 Penalty: 629.150085
	Iteration 31Q: 3 clusters Score -67701.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67702.132812 Penalty: 629.150085
	Iteration 32Q: 3 clusters Score -67702.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67702.132812 Penalty: 629.150085
	Iteration 33F: 3 clusters Score -67702.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -1199696.875000 Penalty: 436.497650
	Iteration 0F: 2 clusters Score -1199697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1190076.875000 Penalty: 872.995300
	Iteration 0F: 3 clusters Score -1190077 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1193928.875000 Penalty: 872.995300
	Iteration 1F: 3 clusters Score -1193929 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1194125.000000 Penalty: 872.995300
	Iteration 2Q: 3 clusters Score -1194125 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1194487.125000 Penalty: 872.995300
	Iteration 3Q: 3 clusters Score -1194487 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1195175.500000 Penalty: 872.995300
	Iteration 4F: 3 clusters Score -1195176 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1196253.875000 Penalty: 872.995300
	Iteration 5F: 3 clusters Score -1196254 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1197317.875000 Penalty: 872.995300
	Iteration 6F: 3 clusters Score -1197318 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1198097.625000 Penalty: 872.995300
	Iteration 7F: 3 clusters Score -1198098 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1198569.750000 Penalty: 872.995300
	Iteration 8Q: 3 clusters Score -1198570 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1198794.375000 Penalty: 872.995300
	Iteration 9Q: 3 clusters Score -1198794 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1198932.750000 Penalty: 872.995300
	Iteration 10Q: 3 clusters Score -1198933 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1199048.375000 Penalty: 872.995300
	Iteration 11Q: 3 clusters Score -1199048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1199106.000000 Penalty: 872.995300
	Iteration 12Q: 3 clusters Score -1199106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1199169.625000 Penalty: 872.995300
	Iteration 13Q: 3 clusters Score -1199170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1199206.000000 Penalty: 872.995300
	Iteration 14Q: 3 clusters Score -1199206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1199206.875000 Penalty: 872.995300
	Iteration 15Q: 3 clusters Score -1199207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1199214.250000 Penalty: 872.995300
	Iteration 16Q: 3 clusters Score -1199214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1199219.375000 Penalty: 872.995300
	Iteration 17Q: 3 clusters Score -1199219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1199221.375000 Penalty: 872.995300
	Iteration 18Q: 3 clusters Score -1199221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1199229.625000 Penalty: 872.995300
	Iteration 19Q: 3 clusters Score -1199230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1199231.000000 Penalty: 872.995300
	Iteration 20F: 3 clusters Score -1199231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1199232.250000 Penalty: 872.995300
	Iteration 21Q: 3 clusters Score -1199232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1199236.125000 Penalty: 872.995300
	Iteration 22Q: 3 clusters Score -1199236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1199237.500000 Penalty: 872.995300
	Iteration 23Q: 3 clusters Score -1199238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1199235.250000 Penalty: 872.995300
	Iteration 24Q: 3 clusters Score -1199235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1199239.750000 Penalty: 872.995300
	Iteration 25Q: 3 clusters Score -1199240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1199243.000000 Penalty: 872.995300
	Iteration 26Q: 3 clusters Score -1199243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1199245.500000 Penalty: 872.995300
	Iteration 27Q: 3 clusters Score -1199246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1199243.375000 Penalty: 872.995300
	Iteration 28Q: 3 clusters Score -1199243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1199244.375000 Penalty: 872.995300
	Iteration 29Q: 3 clusters Score -1199244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1199241.625000 Penalty: 872.995300
	Iteration 30Q: 3 clusters Score -1199242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1199242.250000 Penalty: 872.995300
	Iteration 31Q: 3 clusters Score -1199242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1199241.375000 Penalty: 872.995300
	Iteration 32Q: 3 clusters Score -1199241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1199243.500000 Penalty: 872.995300
	Iteration 33Q: 3 clusters Score -1199244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1199244.750000 Penalty: 872.995300
	Iteration 34Q: 3 clusters Score -1199245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1199244.750000 Penalty: 872.995300
	Iteration 35F: 3 clusters Score -1199245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (28194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Entering Unmasked Estep 
Score: -2282450.750000 Penalty: 466.232330
	Iteration 0F: 2 clusters Score -2282451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2264694.500000 Penalty: 932.464661
	Iteration 0F: 3 clusters Score -2264694 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2273502.000000 Penalty: 932.464661
	Iteration 1F: 3 clusters Score -2273502 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2275094.750000 Penalty: 932.464661
	Iteration 2F: 3 clusters Score -2275095 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2277139.250000 Penalty: 932.464661
	Iteration 3F: 3 clusters Score -2277139 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -2279492.250000 Penalty: 932.464661
	Iteration 4F: 3 clusters Score -2279492 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -2281121.500000 Penalty: 932.464661
	Iteration 5F: 3 clusters Score -2281122 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2281775.000000 Penalty: 932.464661
	Iteration 6Q: 3 clusters Score -2281775 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2281972.750000 Penalty: 932.464661
	Iteration 7Q: 3 clusters Score -2281973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -2282003.750000 Penalty: 932.464661
	Iteration 8Q: 3 clusters Score -2282004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -2282028.250000 Penalty: 932.464661
	Iteration 9Q: 3 clusters Score -2282028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -2282040.750000 Penalty: 932.464661
	Iteration 10Q: 3 clusters Score -2282041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -2282050.000000 Penalty: 932.464661
	Iteration 11Q: 3 clusters Score -2282050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2282052.500000 Penalty: 932.464661
	Iteration 12Q: 3 clusters Score -2282052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2282052.500000 Penalty: 932.464661
	Iteration 13F: 3 clusters Score -2282052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -144852.000000 Penalty: 346.361328
	Iteration 0F: 2 clusters Score -144852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -143448.546875 Penalty: 692.722656
	Iteration 0F: 3 clusters Score -143448.5 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -143978.968750 Penalty: 692.722656
	Iteration 1F: 3 clusters Score -143979 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -144099.000000 Penalty: 692.722656
	Iteration 2F: 3 clusters Score -144099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144232.593750 Penalty: 692.722656
	Iteration 3F: 3 clusters Score -144232.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -144335.203125 Penalty: 692.722656
	Iteration 4F: 3 clusters Score -144335.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -144387.484375 Penalty: 692.722656
	Iteration 5Q: 3 clusters Score -144387.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -144430.531250 Penalty: 692.722656
	Iteration 6Q: 3 clusters Score -144430.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -144454.984375 Penalty: 692.722656
	Iteration 7Q: 3 clusters Score -144455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -144469.968750 Penalty: 692.722656
	Iteration 8Q: 3 clusters Score -144470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -144479.734375 Penalty: 692.722656
	Iteration 9Q: 3 clusters Score -144479.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -144491.750000 Penalty: 692.722656
	Iteration 10Q: 3 clusters Score -144491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -144508.468750 Penalty: 692.722656
	Iteration 11Q: 3 clusters Score -144508.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -144525.921875 Penalty: 692.722656
	Iteration 12Q: 3 clusters Score -144525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -144532.734375 Penalty: 692.722656
	Iteration 13Q: 3 clusters Score -144532.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -144538.015625 Penalty: 692.722656
	Iteration 14Q: 3 clusters Score -144538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -144544.796875 Penalty: 692.722656
	Iteration 15Q: 3 clusters Score -144544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -144551.765625 Penalty: 692.722656
	Iteration 16Q: 3 clusters Score -144551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -144557.171875 Penalty: 692.722656
	Iteration 17Q: 3 clusters Score -144557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -144560.546875 Penalty: 692.722656
	Iteration 18Q: 3 clusters Score -144560.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -144566.421875 Penalty: 692.722656
	Iteration 19Q: 3 clusters Score -144566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -144566.921875 Penalty: 692.722656
	Iteration 20F: 3 clusters Score -144566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -15180.996094 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15181 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 160 members 
Entering Unmasked Estep 
Score: -14778.312500 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -14778.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14952.764648 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -14952.76 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15026.046875 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15026.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15076.850586 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15076.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15101.303711 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15108.424805 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15108.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15108.678711 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15108.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15108.888672 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15108.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15109.106445 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15109.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15109.106445 Penalty: 533.590454
	Iteration 9F: 3 clusters Score -15109.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -24511.382812 Penalty: 272.951630
	Iteration 0F: 2 clusters Score -24511.38 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 193 members 
Entering Unmasked Estep 
Score: -24092.710938 Penalty: 545.903259
	Iteration 0F: 3 clusters Score -24092.71 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24238.994141 Penalty: 545.903259
	Iteration 1F: 3 clusters Score -24238.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24270.074219 Penalty: 545.903259
	Iteration 2F: 3 clusters Score -24270.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24301.898438 Penalty: 545.903259
	Iteration 3Q: 3 clusters Score -24301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24338.583984 Penalty: 545.903259
	Iteration 4Q: 3 clusters Score -24338.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24373.679688 Penalty: 545.903259
	Iteration 5Q: 3 clusters Score -24373.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24386.554688 Penalty: 545.903259
	Iteration 6Q: 3 clusters Score -24386.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24389.074219 Penalty: 545.903259
	Iteration 7Q: 3 clusters Score -24389.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24389.361328 Penalty: 545.903259
	Iteration 8Q: 3 clusters Score -24389.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24389.687500 Penalty: 545.903259
	Iteration 9Q: 3 clusters Score -24389.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24394.447266 Penalty: 545.903259
	Iteration 10Q: 3 clusters Score -24394.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24397.437500 Penalty: 545.903259
	Iteration 11Q: 3 clusters Score -24397.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24397.589844 Penalty: 545.903259
	Iteration 12Q: 3 clusters Score -24397.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24397.589844 Penalty: 545.903259
	Iteration 13F: 3 clusters Score -24397.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -137520.468750 Penalty: 343.411316
	Iteration 0F: 2 clusters Score -137520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -136155.015625 Penalty: 686.822632
	Iteration 0F: 3 clusters Score -136155 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -136684.281250 Penalty: 686.822632
	Iteration 1F: 3 clusters Score -136684.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -136805.703125 Penalty: 686.822632
	Iteration 2F: 3 clusters Score -136805.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136916.812500 Penalty: 686.822632
	Iteration 3F: 3 clusters Score -136916.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -137018.203125 Penalty: 686.822632
	Iteration 4F: 3 clusters Score -137018.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -137119.156250 Penalty: 686.822632
	Iteration 5F: 3 clusters Score -137119.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -137205.656250 Penalty: 686.822632
	Iteration 6F: 3 clusters Score -137205.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137268.953125 Penalty: 686.822632
	Iteration 7Q: 3 clusters Score -137269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137303.109375 Penalty: 686.822632
	Iteration 8Q: 3 clusters Score -137303.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137317.406250 Penalty: 686.822632
	Iteration 9Q: 3 clusters Score -137317.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137325.796875 Penalty: 686.822632
	Iteration 10Q: 3 clusters Score -137325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137330.875000 Penalty: 686.822632
	Iteration 11Q: 3 clusters Score -137330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137335.203125 Penalty: 686.822632
	Iteration 12Q: 3 clusters Score -137335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -137336.171875 Penalty: 686.822632
	Iteration 13Q: 3 clusters Score -137336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -137336.593750 Penalty: 686.822632
	Iteration 14Q: 3 clusters Score -137336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137336.656250 Penalty: 686.822632
	Iteration 15Q: 3 clusters Score -137336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -137336.656250 Penalty: 686.822632
	Iteration 16F: 3 clusters Score -137336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10540.929688 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10540.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10253.869141 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -10253.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10347.392578 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -10347.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10392.405273 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -10392.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10401.396484 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -10401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10408.695312 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -10408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10411.905273 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -10411.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10413.214844 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10413.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10413.214844 Penalty: 490.820129
	Iteration 7F: 3 clusters Score -10413.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -14822.926758 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -14822.93 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 107 members 
Entering Unmasked Estep 
Score: -14519.690430 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -14519.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14589.439453 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -14589.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14600.631836 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -14600.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14607.077148 Penalty: 497.208710
	Iteration 3Q: 3 clusters Score -14607.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14615.981445 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14615.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14618.314453 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -14618.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14618.314453 Penalty: 497.208710
	Iteration 6F: 3 clusters Score -14618.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (9557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Entering Unmasked Estep 
Score: -785975.562500 Penalty: 417.008850
	Iteration 0F: 2 clusters Score -785975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -779698.812500 Penalty: 834.017700
	Iteration 0F: 3 clusters Score -779698.8 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -782349.312500 Penalty: 834.017700
	Iteration 1F: 3 clusters Score -782349.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -782575.625000 Penalty: 834.017700
	Iteration 2F: 3 clusters Score -782575.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -782862.062500 Penalty: 834.017700
	Iteration 3F: 3 clusters Score -782862.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -783240.437500 Penalty: 834.017700
	Iteration 4F: 3 clusters Score -783240.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -783711.312500 Penalty: 834.017700
	Iteration 5F: 3 clusters Score -783711.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -784177.562500 Penalty: 834.017700
	Iteration 6Q: 3 clusters Score -784177.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -784488.562500 Penalty: 834.017700
	Iteration 7Q: 3 clusters Score -784488.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -784668.812500 Penalty: 834.017700
	Iteration 8Q: 3 clusters Score -784668.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -784757.875000 Penalty: 834.017700
	Iteration 9Q: 3 clusters Score -784757.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -784821.687500 Penalty: 834.017700
	Iteration 10Q: 3 clusters Score -784821.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -784882.000000 Penalty: 834.017700
	Iteration 11Q: 3 clusters Score -784882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -784966.500000 Penalty: 834.017700
	Iteration 12Q: 3 clusters Score -784966.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -785075.375000 Penalty: 834.017700
	Iteration 13Q: 3 clusters Score -785075.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -785167.187500 Penalty: 834.017700
	Iteration 14Q: 3 clusters Score -785167.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -785239.000000 Penalty: 834.017700
	Iteration 15Q: 3 clusters Score -785239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -785282.000000 Penalty: 834.017700
	Iteration 16Q: 3 clusters Score -785282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -785316.437500 Penalty: 834.017700
	Iteration 17Q: 3 clusters Score -785316.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -785367.937500 Penalty: 834.017700
	Iteration 18Q: 3 clusters Score -785367.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -785394.937500 Penalty: 834.017700
	Iteration 19Q: 3 clusters Score -785394.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -785421.250000 Penalty: 834.017700
	Iteration 20F: 3 clusters Score -785421.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -785438.562500 Penalty: 834.017700
	Iteration 21Q: 3 clusters Score -785438.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -785453.375000 Penalty: 834.017700
	Iteration 22Q: 3 clusters Score -785453.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -785476.250000 Penalty: 834.017700
	Iteration 23Q: 3 clusters Score -785476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -785489.187500 Penalty: 834.017700
	Iteration 24Q: 3 clusters Score -785489.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -785497.875000 Penalty: 834.017700
	Iteration 25Q: 3 clusters Score -785497.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -785501.062500 Penalty: 834.017700
	Iteration 26Q: 3 clusters Score -785501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -785502.062500 Penalty: 834.017700
	Iteration 27Q: 3 clusters Score -785502.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -785501.875000 Penalty: 834.017700
	Iteration 28Q: 3 clusters Score -785501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -785507.125000 Penalty: 834.017700
	Iteration 29Q: 3 clusters Score -785507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -785507.375000 Penalty: 834.017700
	Iteration 30Q: 3 clusters Score -785507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -785514.750000 Penalty: 834.017700
	Iteration 31Q: 3 clusters Score -785514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -785515.187500 Penalty: 834.017700
	Iteration 32Q: 3 clusters Score -785515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -785514.687500 Penalty: 834.017700
	Iteration 33Q: 3 clusters Score -785514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -785512.875000 Penalty: 834.017700
	Iteration 34Q: 3 clusters Score -785512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -785513.250000 Penalty: 834.017700
	Iteration 35Q: 3 clusters Score -785513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -785518.312500 Penalty: 834.017700
	Iteration 36Q: 3 clusters Score -785518.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -785521.250000 Penalty: 834.017700
	Iteration 37Q: 3 clusters Score -785521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -785521.187500 Penalty: 834.017700
	Iteration 38Q: 3 clusters Score -785521.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -785525.062500 Penalty: 834.017700
	Iteration 39Q: 3 clusters Score -785525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -785522.625000 Penalty: 834.017700
	Iteration 40F: 3 clusters Score -785522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -785528.562500 Penalty: 834.017700
	Iteration 41Q: 3 clusters Score -785528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -785529.125000 Penalty: 834.017700
	Iteration 42Q: 3 clusters Score -785529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -785527.687500 Penalty: 834.017700
	Iteration 43Q: 3 clusters Score -785527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -785527.687500 Penalty: 834.017700
	Iteration 44F: 3 clusters Score -785527.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14107.879883 Penalty: 244.994537
	Iteration 0F: 2 clusters Score -14107.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13854.530273 Penalty: 489.989075
	Iteration 0F: 3 clusters Score -13854.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13933.768555 Penalty: 489.989075
	Iteration 1F: 3 clusters Score -13933.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13947.474609 Penalty: 489.989075
	Iteration 2F: 3 clusters Score -13947.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13951.850586 Penalty: 489.989075
	Iteration 3Q: 3 clusters Score -13951.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13953.224609 Penalty: 489.989075
	Iteration 4Q: 3 clusters Score -13953.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13953.224609 Penalty: 489.989075
	Iteration 5F: 3 clusters Score -13953.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -543988.750000 Penalty: 400.916626
	Iteration 0F: 2 clusters Score -543988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -539453.562500 Penalty: 801.833252
	Iteration 0F: 3 clusters Score -539453.6 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -541222.187500 Penalty: 801.833252
	Iteration 1F: 3 clusters Score -541222.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -541437.562500 Penalty: 801.833252
	Iteration 2F: 3 clusters Score -541437.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -541767.875000 Penalty: 801.833252
	Iteration 3F: 3 clusters Score -541767.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -542185.437500 Penalty: 801.833252
	Iteration 4F: 3 clusters Score -542185.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -542568.437500 Penalty: 801.833252
	Iteration 5F: 3 clusters Score -542568.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -542796.750000 Penalty: 801.833252
	Iteration 6F: 3 clusters Score -542796.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -542898.875000 Penalty: 801.833252
	Iteration 7Q: 3 clusters Score -542898.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -542959.375000 Penalty: 801.833252
	Iteration 8Q: 3 clusters Score -542959.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -543017.437500 Penalty: 801.833252
	Iteration 9Q: 3 clusters Score -543017.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -543068.187500 Penalty: 801.833252
	Iteration 10Q: 3 clusters Score -543068.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -543117.000000 Penalty: 801.833252
	Iteration 11Q: 3 clusters Score -543117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -543155.875000 Penalty: 801.833252
	Iteration 12Q: 3 clusters Score -543155.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -543181.500000 Penalty: 801.833252
	Iteration 13Q: 3 clusters Score -543181.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -543213.562500 Penalty: 801.833252
	Iteration 14Q: 3 clusters Score -543213.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -543246.312500 Penalty: 801.833252
	Iteration 15Q: 3 clusters Score -543246.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -543276.375000 Penalty: 801.833252
	Iteration 16Q: 3 clusters Score -543276.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -543304.875000 Penalty: 801.833252
	Iteration 17Q: 3 clusters Score -543304.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -543326.375000 Penalty: 801.833252
	Iteration 18Q: 3 clusters Score -543326.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -543347.750000 Penalty: 801.833252
	Iteration 19Q: 3 clusters Score -543347.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -543366.437500 Penalty: 801.833252
	Iteration 20F: 3 clusters Score -543366.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -543389.062500 Penalty: 801.833252
	Iteration 21Q: 3 clusters Score -543389.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543407.312500 Penalty: 801.833252
	Iteration 22Q: 3 clusters Score -543407.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -543422.187500 Penalty: 801.833252
	Iteration 23Q: 3 clusters Score -543422.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -543434.750000 Penalty: 801.833252
	Iteration 24Q: 3 clusters Score -543434.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -543444.250000 Penalty: 801.833252
	Iteration 25Q: 3 clusters Score -543444.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -543452.312500 Penalty: 801.833252
	Iteration 26Q: 3 clusters Score -543452.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -543459.687500 Penalty: 801.833252
	Iteration 27Q: 3 clusters Score -543459.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -543466.000000 Penalty: 801.833252
	Iteration 28Q: 3 clusters Score -543466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -543470.625000 Penalty: 801.833252
	Iteration 29Q: 3 clusters Score -543470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -543475.312500 Penalty: 801.833252
	Iteration 30Q: 3 clusters Score -543475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -543482.812500 Penalty: 801.833252
	Iteration 31Q: 3 clusters Score -543482.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -543493.000000 Penalty: 801.833252
	Iteration 32Q: 3 clusters Score -543493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -543499.250000 Penalty: 801.833252
	Iteration 33Q: 3 clusters Score -543499.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -543508.125000 Penalty: 801.833252
	Iteration 34Q: 3 clusters Score -543508.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -543516.000000 Penalty: 801.833252
	Iteration 35Q: 3 clusters Score -543516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -543523.062500 Penalty: 801.833252
	Iteration 36Q: 3 clusters Score -543523.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -543531.437500 Penalty: 801.833252
	Iteration 37Q: 3 clusters Score -543531.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -543537.437500 Penalty: 801.833252
	Iteration 38Q: 3 clusters Score -543537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -543540.312500 Penalty: 801.833252
	Iteration 39Q: 3 clusters Score -543540.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -543543.812500 Penalty: 801.833252
	Iteration 40F: 3 clusters Score -543543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -543547.250000 Penalty: 801.833252
	Iteration 41Q: 3 clusters Score -543547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -543551.437500 Penalty: 801.833252
	Iteration 42Q: 3 clusters Score -543551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -543553.187500 Penalty: 801.833252
	Iteration 43Q: 3 clusters Score -543553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -543554.812500 Penalty: 801.833252
	Iteration 44Q: 3 clusters Score -543554.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -543555.500000 Penalty: 801.833252
	Iteration 45Q: 3 clusters Score -543555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -543557.375000 Penalty: 801.833252
	Iteration 46Q: 3 clusters Score -543557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -543560.250000 Penalty: 801.833252
	Iteration 47Q: 3 clusters Score -543560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -543562.875000 Penalty: 801.833252
	Iteration 48Q: 3 clusters Score -543562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -543563.875000 Penalty: 801.833252
	Iteration 49Q: 3 clusters Score -543563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -543567.312500 Penalty: 801.833252
	Iteration 50Q: 3 clusters Score -543567.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -543567.500000 Penalty: 801.833252
	Iteration 51Q: 3 clusters Score -543567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -543568.875000 Penalty: 801.833252
	Iteration 52Q: 3 clusters Score -543568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -543569.625000 Penalty: 801.833252
	Iteration 53Q: 3 clusters Score -543569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -543570.625000 Penalty: 801.833252
	Iteration 54Q: 3 clusters Score -543570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -543570.937500 Penalty: 801.833252
	Iteration 55Q: 3 clusters Score -543570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -543571.812500 Penalty: 801.833252
	Iteration 56Q: 3 clusters Score -543571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -543574.375000 Penalty: 801.833252
	Iteration 57Q: 3 clusters Score -543574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -543576.812500 Penalty: 801.833252
	Iteration 58Q: 3 clusters Score -543576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -543578.937500 Penalty: 801.833252
	Iteration 59Q: 3 clusters Score -543578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -543581.375000 Penalty: 801.833252
	Iteration 60F: 3 clusters Score -543581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -543581.562500 Penalty: 801.833252
	Iteration 61Q: 3 clusters Score -543581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -543583.187500 Penalty: 801.833252
	Iteration 62Q: 3 clusters Score -543583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -543585.875000 Penalty: 801.833252
	Iteration 63Q: 3 clusters Score -543585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -543587.312500 Penalty: 801.833252
	Iteration 64Q: 3 clusters Score -543587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -543588.437500 Penalty: 801.833252
	Iteration 65Q: 3 clusters Score -543588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -543588.750000 Penalty: 801.833252
	Iteration 66Q: 3 clusters Score -543588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -543590.125000 Penalty: 801.833252
	Iteration 67Q: 3 clusters Score -543590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -543591.812500 Penalty: 801.833252
	Iteration 68Q: 3 clusters Score -543591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -543594.187500 Penalty: 801.833252
	Iteration 69Q: 3 clusters Score -543594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -543597.000000 Penalty: 801.833252
	Iteration 70Q: 3 clusters Score -543597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -543599.375000 Penalty: 801.833252
	Iteration 71Q: 3 clusters Score -543599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -543603.250000 Penalty: 801.833252
	Iteration 72Q: 3 clusters Score -543603.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -543606.500000 Penalty: 801.833252
	Iteration 73Q: 3 clusters Score -543606.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -543612.125000 Penalty: 801.833252
	Iteration 74Q: 3 clusters Score -543612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -543619.250000 Penalty: 801.833252
	Iteration 75Q: 3 clusters Score -543619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -543622.437500 Penalty: 801.833252
	Iteration 76Q: 3 clusters Score -543622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -543623.625000 Penalty: 801.833252
	Iteration 77Q: 3 clusters Score -543623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -543624.500000 Penalty: 801.833252
	Iteration 78Q: 3 clusters Score -543624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -543626.437500 Penalty: 801.833252
	Iteration 79Q: 3 clusters Score -543626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -543628.250000 Penalty: 801.833252
	Iteration 80F: 3 clusters Score -543628.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -543629.937500 Penalty: 801.833252
	Iteration 81Q: 3 clusters Score -543629.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -543633.562500 Penalty: 801.833252
	Iteration 82Q: 3 clusters Score -543633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -543638.250000 Penalty: 801.833252
	Iteration 83Q: 3 clusters Score -543638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -543642.875000 Penalty: 801.833252
	Iteration 84Q: 3 clusters Score -543642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -543645.562500 Penalty: 801.833252
	Iteration 85Q: 3 clusters Score -543645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -543648.000000 Penalty: 801.833252
	Iteration 86Q: 3 clusters Score -543648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -543650.187500 Penalty: 801.833252
	Iteration 87Q: 3 clusters Score -543650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -543651.875000 Penalty: 801.833252
	Iteration 88Q: 3 clusters Score -543651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -543651.687500 Penalty: 801.833252
	Iteration 89Q: 3 clusters Score -543651.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -543651.125000 Penalty: 801.833252
	Iteration 90Q: 3 clusters Score -543651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -543651.875000 Penalty: 801.833252
	Iteration 91Q: 3 clusters Score -543651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -543652.250000 Penalty: 801.833252
	Iteration 92Q: 3 clusters Score -543652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -543652.625000 Penalty: 801.833252
	Iteration 93Q: 3 clusters Score -543652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -543652.437500 Penalty: 801.833252
	Iteration 94Q: 3 clusters Score -543652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -543652.437500 Penalty: 801.833252
	Iteration 95F: 3 clusters Score -543652.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -191641.718750 Penalty: 352.652954
	Iteration 0F: 2 clusters Score -191641.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -190013.343750 Penalty: 705.305908
	Iteration 0F: 3 clusters Score -190013.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190540.937500 Penalty: 705.305908
	Iteration 1F: 3 clusters Score -190540.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190589.890625 Penalty: 705.305908
	Iteration 2F: 3 clusters Score -190589.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -190628.078125 Penalty: 705.305908
	Iteration 3Q: 3 clusters Score -190628.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -190677.375000 Penalty: 705.305908
	Iteration 4Q: 3 clusters Score -190677.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -190723.734375 Penalty: 705.305908
	Iteration 5Q: 3 clusters Score -190723.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -190768.796875 Penalty: 705.305908
	Iteration 6Q: 3 clusters Score -190768.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -190807.187500 Penalty: 705.305908
	Iteration 7Q: 3 clusters Score -190807.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -190861.625000 Penalty: 705.305908
	Iteration 8Q: 3 clusters Score -190861.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -190920.171875 Penalty: 705.305908
	Iteration 9Q: 3 clusters Score -190920.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -190966.390625 Penalty: 705.305908
	Iteration 10Q: 3 clusters Score -190966.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -191014.906250 Penalty: 705.305908
	Iteration 11Q: 3 clusters Score -191014.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -191060.093750 Penalty: 705.305908
	Iteration 12Q: 3 clusters Score -191060.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -191105.000000 Penalty: 705.305908
	Iteration 13Q: 3 clusters Score -191105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -191144.390625 Penalty: 705.305908
	Iteration 14Q: 3 clusters Score -191144.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -191176.062500 Penalty: 705.305908
	Iteration 15Q: 3 clusters Score -191176.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -191207.453125 Penalty: 705.305908
	Iteration 16Q: 3 clusters Score -191207.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -191246.515625 Penalty: 705.305908
	Iteration 17Q: 3 clusters Score -191246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -191280.578125 Penalty: 705.305908
	Iteration 18Q: 3 clusters Score -191280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -191297.531250 Penalty: 705.305908
	Iteration 19Q: 3 clusters Score -191297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -191312.156250 Penalty: 705.305908
	Iteration 20F: 3 clusters Score -191312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -191317.281250 Penalty: 705.305908
	Iteration 21Q: 3 clusters Score -191317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -191323.125000 Penalty: 705.305908
	Iteration 22Q: 3 clusters Score -191323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -191331.515625 Penalty: 705.305908
	Iteration 23Q: 3 clusters Score -191331.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -191337.250000 Penalty: 705.305908
	Iteration 24Q: 3 clusters Score -191337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -191337.250000 Penalty: 705.305908
	Iteration 25F: 3 clusters Score -191337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -40154.804688 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -40154.8 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 273 members 
Entering Unmasked Estep 
Score: -39653.332031 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -39653.33 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -39793.320312 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -39793.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -39834.394531 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -39834.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -39856.421875 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -39856.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -39871.281250 Penalty: 572.025818
	Iteration 4Q: 3 clusters Score -39871.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -39884.414062 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -39884.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -39899.855469 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -39899.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -39915.707031 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -39915.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -39931.523438 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -39931.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -39942.671875 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -39942.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -39953.406250 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -39953.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39957.929688 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -39957.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -39957.929688 Penalty: 572.025818
	Iteration 12F: 3 clusters Score -39957.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -9760.192383 Penalty: 238.739594
	Iteration 0F: 2 clusters Score -9760.192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9485.987305 Penalty: 477.479187
	Iteration 0F: 3 clusters Score -9485.987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9580.473633 Penalty: 477.479187
	Iteration 1F: 3 clusters Score -9580.474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9607.334961 Penalty: 477.479187
	Iteration 2F: 3 clusters Score -9607.335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9620.586914 Penalty: 477.479187
	Iteration 3Q: 3 clusters Score -9620.587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9627.770508 Penalty: 477.479187
	Iteration 4Q: 3 clusters Score -9627.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9629.425781 Penalty: 477.479187
	Iteration 5Q: 3 clusters Score -9629.426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9629.425781 Penalty: 477.479187
	Iteration 6F: 3 clusters Score -9629.426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Entering Unmasked Estep 
Score: -1372563.000000 Penalty: 443.192627
	Iteration 0F: 2 clusters Score -1372563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1361163.250000 Penalty: 886.385254
	Iteration 0F: 3 clusters Score -1361163 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1365819.000000 Penalty: 886.385254
	Iteration 1F: 3 clusters Score -1365819 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1366091.125000 Penalty: 886.385254
	Iteration 2Q: 3 clusters Score -1366091 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1366552.250000 Penalty: 886.385254
	Iteration 3F: 3 clusters Score -1366552 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1367316.000000 Penalty: 886.385254
	Iteration 4F: 3 clusters Score -1367316 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1368430.375000 Penalty: 886.385254
	Iteration 5F: 3 clusters Score -1368430 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1369723.125000 Penalty: 886.385254
	Iteration 6F: 3 clusters Score -1369723 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1370859.250000 Penalty: 886.385254
	Iteration 7F: 3 clusters Score -1370859 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1371478.125000 Penalty: 886.385254
	Iteration 8Q: 3 clusters Score -1371478 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1371814.000000 Penalty: 886.385254
	Iteration 9Q: 3 clusters Score -1371814 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1371985.125000 Penalty: 886.385254
	Iteration 10Q: 3 clusters Score -1371985 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1372088.750000 Penalty: 886.385254
	Iteration 11Q: 3 clusters Score -1372089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1372135.500000 Penalty: 886.385254
	Iteration 12Q: 3 clusters Score -1372136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1372152.625000 Penalty: 886.385254
	Iteration 13Q: 3 clusters Score -1372153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1372172.500000 Penalty: 886.385254
	Iteration 14Q: 3 clusters Score -1372172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1372186.750000 Penalty: 886.385254
	Iteration 15Q: 3 clusters Score -1372187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1372200.000000 Penalty: 886.385254
	Iteration 16Q: 3 clusters Score -1372200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1372207.000000 Penalty: 886.385254
	Iteration 17Q: 3 clusters Score -1372207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1372210.500000 Penalty: 886.385254
	Iteration 18Q: 3 clusters Score -1372210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1372210.250000 Penalty: 886.385254
	Iteration 19Q: 3 clusters Score -1372210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1372210.250000 Penalty: 886.385254
	Iteration 20F: 3 clusters Score -1372210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (27838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Entering Unmasked Estep 
Score: -2255590.750000 Penalty: 465.654175
	Iteration 0F: 2 clusters Score -2255591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2237468.000000 Penalty: 931.308350
	Iteration 0F: 3 clusters Score -2237468 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2245844.500000 Penalty: 931.308350
	Iteration 1F: 3 clusters Score -2245844 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2247099.500000 Penalty: 931.308350
	Iteration 2F: 3 clusters Score -2247100 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2249561.000000 Penalty: 931.308350
	Iteration 3F: 3 clusters Score -2249561 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2252633.000000 Penalty: 931.308350
	Iteration 4F: 3 clusters Score -2252633 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2254345.000000 Penalty: 931.308350
	Iteration 5F: 3 clusters Score -2254345 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2255025.500000 Penalty: 931.308350
	Iteration 6Q: 3 clusters Score -2255026 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2255293.750000 Penalty: 931.308350
	Iteration 7Q: 3 clusters Score -2255294 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2255404.250000 Penalty: 931.308350
	Iteration 8Q: 3 clusters Score -2255404 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2255439.750000 Penalty: 931.308350
	Iteration 9Q: 3 clusters Score -2255440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2255454.250000 Penalty: 931.308350
	Iteration 10Q: 3 clusters Score -2255454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2255485.750000 Penalty: 931.308350
	Iteration 11Q: 3 clusters Score -2255486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2255458.500000 Penalty: 931.308350
	Iteration 12Q: 3 clusters Score -2255458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2255436.000000 Penalty: 931.308350
	Iteration 13Q: 3 clusters Score -2255436 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2255445.250000 Penalty: 931.308350
	Iteration 14Q: 3 clusters Score -2255445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2255455.000000 Penalty: 931.308350
	Iteration 15Q: 3 clusters Score -2255455 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2255467.000000 Penalty: 931.308350
	Iteration 16Q: 3 clusters Score -2255467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2255437.750000 Penalty: 931.308350
	Iteration 17Q: 3 clusters Score -2255438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2255441.500000 Penalty: 931.308350
	Iteration 18Q: 3 clusters Score -2255442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2255435.750000 Penalty: 931.308350
	Iteration 19Q: 3 clusters Score -2255436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2255420.750000 Penalty: 931.308350
	Iteration 20F: 3 clusters Score -2255421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2255410.250000 Penalty: 931.308350
	Iteration 21Q: 3 clusters Score -2255410 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2255427.000000 Penalty: 931.308350
	Iteration 22Q: 3 clusters Score -2255427 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2255414.250000 Penalty: 931.308350
	Iteration 23Q: 3 clusters Score -2255414 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2255434.750000 Penalty: 931.308350
	Iteration 24Q: 3 clusters Score -2255435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2255417.500000 Penalty: 931.308350
	Iteration 25Q: 3 clusters Score -2255418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2255452.250000 Penalty: 931.308350
	Iteration 26Q: 3 clusters Score -2255452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2255472.750000 Penalty: 931.308350
	Iteration 27Q: 3 clusters Score -2255473 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2255459.750000 Penalty: 931.308350
	Iteration 28Q: 3 clusters Score -2255460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2255475.750000 Penalty: 931.308350
	Iteration 29Q: 3 clusters Score -2255476 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2255491.500000 Penalty: 931.308350
	Iteration 30Q: 3 clusters Score -2255492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2255505.250000 Penalty: 931.308350
	Iteration 31Q: 3 clusters Score -2255505 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2255504.750000 Penalty: 931.308350
	Iteration 32Q: 3 clusters Score -2255505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2255499.750000 Penalty: 931.308350
	Iteration 33Q: 3 clusters Score -2255500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2255514.750000 Penalty: 931.308350
	Iteration 34Q: 3 clusters Score -2255515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2255513.500000 Penalty: 931.308350
	Iteration 35Q: 3 clusters Score -2255514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2255518.500000 Penalty: 931.308350
	Iteration 36Q: 3 clusters Score -2255518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2255517.500000 Penalty: 931.308350
	Iteration 37Q: 3 clusters Score -2255518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2255519.000000 Penalty: 931.308350
	Iteration 38Q: 3 clusters Score -2255519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2255518.750000 Penalty: 931.308350
	Iteration 39Q: 3 clusters Score -2255519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2255517.500000 Penalty: 931.308350
	Iteration 40F: 3 clusters Score -2255518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (11460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Entering Unmasked Estep 
Score: -934937.562500 Penalty: 425.271118
	Iteration 0F: 2 clusters Score -934937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -927349.000000 Penalty: 850.542236
	Iteration 0F: 3 clusters Score -927349 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -930331.875000 Penalty: 850.542236
	Iteration 1F: 3 clusters Score -930331.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -930663.937500 Penalty: 850.542236
	Iteration 2F: 3 clusters Score -930663.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -931165.312500 Penalty: 850.542236
	Iteration 3F: 3 clusters Score -931165.3 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -931909.875000 Penalty: 850.542236
	Iteration 4F: 3 clusters Score -931909.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -932853.875000 Penalty: 850.542236
	Iteration 5F: 3 clusters Score -932853.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -933725.625000 Penalty: 850.542236
	Iteration 6F: 3 clusters Score -933725.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -934265.187500 Penalty: 850.542236
	Iteration 7Q: 3 clusters Score -934265.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -934458.687500 Penalty: 850.542236
	Iteration 8Q: 3 clusters Score -934458.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -934501.687500 Penalty: 850.542236
	Iteration 9Q: 3 clusters Score -934501.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -934523.187500 Penalty: 850.542236
	Iteration 10Q: 3 clusters Score -934523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -934534.750000 Penalty: 850.542236
	Iteration 11Q: 3 clusters Score -934534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -934548.500000 Penalty: 850.542236
	Iteration 12Q: 3 clusters Score -934548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -934552.812500 Penalty: 850.542236
	Iteration 13Q: 3 clusters Score -934552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -934560.125000 Penalty: 850.542236
	Iteration 14Q: 3 clusters Score -934560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -934559.750000 Penalty: 850.542236
	Iteration 15Q: 3 clusters Score -934559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -934560.187500 Penalty: 850.542236
	Iteration 16Q: 3 clusters Score -934560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -934560.187500 Penalty: 850.542236
	Iteration 17F: 3 clusters Score -934560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (9893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Entering Unmasked Estep 
Score: -814874.437500 Penalty: 418.581024
	Iteration 0F: 2 clusters Score -814874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -808371.750000 Penalty: 837.162048
	Iteration 0F: 3 clusters Score -808371.8 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -810962.750000 Penalty: 837.162048
	Iteration 1F: 3 clusters Score -810962.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -811215.437500 Penalty: 837.162048
	Iteration 2F: 3 clusters Score -811215.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -811489.625000 Penalty: 837.162048
	Iteration 3F: 3 clusters Score -811489.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -811757.500000 Penalty: 837.162048
	Iteration 4F: 3 clusters Score -811757.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -811992.625000 Penalty: 837.162048
	Iteration 5F: 3 clusters Score -811992.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -812180.000000 Penalty: 837.162048
	Iteration 6Q: 3 clusters Score -812180 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -812296.687500 Penalty: 837.162048
	Iteration 7Q: 3 clusters Score -812296.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -812392.562500 Penalty: 837.162048
	Iteration 8Q: 3 clusters Score -812392.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -812457.312500 Penalty: 837.162048
	Iteration 9Q: 3 clusters Score -812457.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -812504.062500 Penalty: 837.162048
	Iteration 10Q: 3 clusters Score -812504.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -812547.437500 Penalty: 837.162048
	Iteration 11Q: 3 clusters Score -812547.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -812580.062500 Penalty: 837.162048
	Iteration 12Q: 3 clusters Score -812580.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -812609.625000 Penalty: 837.162048
	Iteration 13Q: 3 clusters Score -812609.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -812636.937500 Penalty: 837.162048
	Iteration 14Q: 3 clusters Score -812636.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -812666.687500 Penalty: 837.162048
	Iteration 15Q: 3 clusters Score -812666.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -812713.562500 Penalty: 837.162048
	Iteration 16Q: 3 clusters Score -812713.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -812774.312500 Penalty: 837.162048
	Iteration 17Q: 3 clusters Score -812774.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -812853.500000 Penalty: 837.162048
	Iteration 18Q: 3 clusters Score -812853.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -812966.000000 Penalty: 837.162048
	Iteration 19Q: 3 clusters Score -812966 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -813112.687500 Penalty: 837.162048
	Iteration 20F: 3 clusters Score -813112.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -813308.750000 Penalty: 837.162048
	Iteration 21Q: 3 clusters Score -813308.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -813550.187500 Penalty: 837.162048
	Iteration 22Q: 3 clusters Score -813550.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -813837.000000 Penalty: 837.162048
	Iteration 23Q: 3 clusters Score -813837 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -814097.187500 Penalty: 837.162048
	Iteration 24Q: 3 clusters Score -814097.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -814266.812500 Penalty: 837.162048
	Iteration 25Q: 3 clusters Score -814266.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -814377.500000 Penalty: 837.162048
	Iteration 26Q: 3 clusters Score -814377.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -814427.687500 Penalty: 837.162048
	Iteration 27Q: 3 clusters Score -814427.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -814453.437500 Penalty: 837.162048
	Iteration 28Q: 3 clusters Score -814453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -814468.687500 Penalty: 837.162048
	Iteration 29Q: 3 clusters Score -814468.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -814488.187500 Penalty: 837.162048
	Iteration 30Q: 3 clusters Score -814488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -814492.875000 Penalty: 837.162048
	Iteration 31Q: 3 clusters Score -814492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -814497.187500 Penalty: 837.162048
	Iteration 32Q: 3 clusters Score -814497.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -814502.375000 Penalty: 837.162048
	Iteration 33Q: 3 clusters Score -814502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -814503.000000 Penalty: 837.162048
	Iteration 34Q: 3 clusters Score -814503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -814503.000000 Penalty: 837.162048
	Iteration 35F: 3 clusters Score -814503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Entering Unmasked Estep 
Score: -6936.967285 Penalty: 217.066162
	Iteration 0F: 2 clusters Score -6936.967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6739.937012 Penalty: 434.132324
	Iteration 0F: 3 clusters Score -6739.937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6809.724609 Penalty: 434.132324
	Iteration 1F: 3 clusters Score -6809.725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6832.180664 Penalty: 434.132324
	Iteration 2F: 3 clusters Score -6832.181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6845.515625 Penalty: 434.132324
	Iteration 3F: 3 clusters Score -6845.516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6846.499512 Penalty: 434.132324
	Iteration 4Q: 3 clusters Score -6846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -6846.499512 Penalty: 434.132324
	Iteration 5F: 3 clusters Score -6846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (17724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Entering Unmasked Estep 
Score: -1441622.250000 Penalty: 445.111694
	Iteration 0F: 2 clusters Score -1441622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1430009.375000 Penalty: 890.223389
	Iteration 0F: 3 clusters Score -1430009 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1434582.375000 Penalty: 890.223389
	Iteration 1F: 3 clusters Score -1434582 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1434826.875000 Penalty: 890.223389
	Iteration 2Q: 3 clusters Score -1434827 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1435224.375000 Penalty: 890.223389
	Iteration 3Q: 3 clusters Score -1435224 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1435859.875000 Penalty: 890.223389
	Iteration 4F: 3 clusters Score -1435860 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1436822.000000 Penalty: 890.223389
	Iteration 5F: 3 clusters Score -1436822 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1438154.625000 Penalty: 890.223389
	Iteration 6F: 3 clusters Score -1438155 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1439409.125000 Penalty: 890.223389
	Iteration 7F: 3 clusters Score -1439409 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1440228.125000 Penalty: 890.223389
	Iteration 8Q: 3 clusters Score -1440228 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1440630.500000 Penalty: 890.223389
	Iteration 9Q: 3 clusters Score -1440630 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1440831.125000 Penalty: 890.223389
	Iteration 10Q: 3 clusters Score -1440831 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1440939.500000 Penalty: 890.223389
	Iteration 11Q: 3 clusters Score -1440940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1440988.000000 Penalty: 890.223389
	Iteration 12Q: 3 clusters Score -1440988 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1441044.375000 Penalty: 890.223389
	Iteration 13Q: 3 clusters Score -1441044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1441086.625000 Penalty: 890.223389
	Iteration 14Q: 3 clusters Score -1441087 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1441136.500000 Penalty: 890.223389
	Iteration 15Q: 3 clusters Score -1441136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1441158.000000 Penalty: 890.223389
	Iteration 16Q: 3 clusters Score -1441158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1441187.625000 Penalty: 890.223389
	Iteration 17Q: 3 clusters Score -1441188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1441205.750000 Penalty: 890.223389
	Iteration 18Q: 3 clusters Score -1441206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1441215.000000 Penalty: 890.223389
	Iteration 19Q: 3 clusters Score -1441215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1441220.000000 Penalty: 890.223389
	Iteration 20F: 3 clusters Score -1441220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1441224.750000 Penalty: 890.223389
	Iteration 21Q: 3 clusters Score -1441225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1441232.750000 Penalty: 890.223389
	Iteration 22Q: 3 clusters Score -1441233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1441236.875000 Penalty: 890.223389
	Iteration 23Q: 3 clusters Score -1441237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1441240.500000 Penalty: 890.223389
	Iteration 24Q: 3 clusters Score -1441240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1441240.750000 Penalty: 890.223389
	Iteration 25Q: 3 clusters Score -1441241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1441242.375000 Penalty: 890.223389
	Iteration 26Q: 3 clusters Score -1441242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1441241.000000 Penalty: 890.223389
	Iteration 27Q: 3 clusters Score -1441241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1441242.875000 Penalty: 890.223389
	Iteration 28Q: 3 clusters Score -1441243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1441241.500000 Penalty: 890.223389
	Iteration 29Q: 3 clusters Score -1441242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1441241.500000 Penalty: 890.223389
	Iteration 30F: 3 clusters Score -1441242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -576243.062500 Penalty: 403.152710
	Iteration 0F: 2 clusters Score -576243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -571624.437500 Penalty: 806.305420
	Iteration 0F: 3 clusters Score -571624.4 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -573237.625000 Penalty: 806.305420
	Iteration 1F: 3 clusters Score -573237.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -573338.937500 Penalty: 806.305420
	Iteration 2Q: 3 clusters Score -573338.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -573442.937500 Penalty: 806.305420
	Iteration 3Q: 3 clusters Score -573442.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -573559.125000 Penalty: 806.305420
	Iteration 4Q: 3 clusters Score -573559.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -573732.687500 Penalty: 806.305420
	Iteration 5F: 3 clusters Score -573732.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -573979.687500 Penalty: 806.305420
	Iteration 6F: 3 clusters Score -573979.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -574309.187500 Penalty: 806.305420
	Iteration 7F: 3 clusters Score -574309.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -574699.062500 Penalty: 806.305420
	Iteration 8F: 3 clusters Score -574699.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -575043.250000 Penalty: 806.305420
	Iteration 9F: 3 clusters Score -575043.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -575301.812500 Penalty: 806.305420
	Iteration 10Q: 3 clusters Score -575301.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -575456.500000 Penalty: 806.305420
	Iteration 11Q: 3 clusters Score -575456.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -575568.562500 Penalty: 806.305420
	Iteration 12Q: 3 clusters Score -575568.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -575680.250000 Penalty: 806.305420
	Iteration 13Q: 3 clusters Score -575680.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -575768.687500 Penalty: 806.305420
	Iteration 14Q: 3 clusters Score -575768.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -575806.375000 Penalty: 806.305420
	Iteration 15Q: 3 clusters Score -575806.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -575831.312500 Penalty: 806.305420
	Iteration 16Q: 3 clusters Score -575831.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -575846.562500 Penalty: 806.305420
	Iteration 17Q: 3 clusters Score -575846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -575859.062500 Penalty: 806.305420
	Iteration 18Q: 3 clusters Score -575859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -575864.937500 Penalty: 806.305420
	Iteration 19Q: 3 clusters Score -575864.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -575868.375000 Penalty: 806.305420
	Iteration 20F: 3 clusters Score -575868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -575876.750000 Penalty: 806.305420
	Iteration 21Q: 3 clusters Score -575876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -575876.812500 Penalty: 806.305420
	Iteration 22Q: 3 clusters Score -575876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -575879.187500 Penalty: 806.305420
	Iteration 23Q: 3 clusters Score -575879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -575882.125000 Penalty: 806.305420
	Iteration 24Q: 3 clusters Score -575882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -575882.125000 Penalty: 806.305420
	Iteration 25F: 3 clusters Score -575882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -1444931.500000 Penalty: 445.673035
	Iteration 0F: 2 clusters Score -1444932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1433012.625000 Penalty: 891.346069
	Iteration 0F: 3 clusters Score -1433013 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1438496.375000 Penalty: 891.346069
	Iteration 1F: 3 clusters Score -1438496 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1439240.750000 Penalty: 891.346069
	Iteration 2F: 3 clusters Score -1439241 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1440185.125000 Penalty: 891.346069
	Iteration 3F: 3 clusters Score -1440185 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1441074.500000 Penalty: 891.346069
	Iteration 4F: 3 clusters Score -1441074 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1441667.375000 Penalty: 891.346069
	Iteration 5F: 3 clusters Score -1441667 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1441969.250000 Penalty: 891.346069
	Iteration 6Q: 3 clusters Score -1441969 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1442126.500000 Penalty: 891.346069
	Iteration 7Q: 3 clusters Score -1442126 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1442262.000000 Penalty: 891.346069
	Iteration 8Q: 3 clusters Score -1442262 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1442402.250000 Penalty: 891.346069
	Iteration 9Q: 3 clusters Score -1442402 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1442555.125000 Penalty: 891.346069
	Iteration 10Q: 3 clusters Score -1442555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1442718.500000 Penalty: 891.346069
	Iteration 11Q: 3 clusters Score -1442718 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1442888.750000 Penalty: 891.346069
	Iteration 12Q: 3 clusters Score -1442889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1443065.125000 Penalty: 891.346069
	Iteration 13Q: 3 clusters Score -1443065 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -1443233.250000 Penalty: 891.346069
	Iteration 14Q: 3 clusters Score -1443233 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1443422.000000 Penalty: 891.346069
	Iteration 15Q: 3 clusters Score -1443422 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1443607.625000 Penalty: 891.346069
	Iteration 16Q: 3 clusters Score -1443608 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1443780.875000 Penalty: 891.346069
	Iteration 17Q: 3 clusters Score -1443781 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1443966.375000 Penalty: 891.346069
	Iteration 18Q: 3 clusters Score -1443966 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1444142.750000 Penalty: 891.346069
	Iteration 19Q: 3 clusters Score -1444143 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1444271.375000 Penalty: 891.346069
	Iteration 20F: 3 clusters Score -1444271 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1444350.625000 Penalty: 891.346069
	Iteration 21Q: 3 clusters Score -1444351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1444411.750000 Penalty: 891.346069
	Iteration 22Q: 3 clusters Score -1444412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1444451.000000 Penalty: 891.346069
	Iteration 23Q: 3 clusters Score -1444451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1444472.125000 Penalty: 891.346069
	Iteration 24Q: 3 clusters Score -1444472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1444488.750000 Penalty: 891.346069
	Iteration 25Q: 3 clusters Score -1444489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1444500.625000 Penalty: 891.346069
	Iteration 26Q: 3 clusters Score -1444501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1444512.625000 Penalty: 891.346069
	Iteration 27Q: 3 clusters Score -1444513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1444523.875000 Penalty: 891.346069
	Iteration 28Q: 3 clusters Score -1444524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1444528.875000 Penalty: 891.346069
	Iteration 29Q: 3 clusters Score -1444529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1444534.750000 Penalty: 891.346069
	Iteration 30Q: 3 clusters Score -1444535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1444539.875000 Penalty: 891.346069
	Iteration 31Q: 3 clusters Score -1444540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1444540.125000 Penalty: 891.346069
	Iteration 32Q: 3 clusters Score -1444540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1444543.625000 Penalty: 891.346069
	Iteration 33Q: 3 clusters Score -1444544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1444548.375000 Penalty: 891.346069
	Iteration 34Q: 3 clusters Score -1444548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1444550.000000 Penalty: 891.346069
	Iteration 35Q: 3 clusters Score -1444550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1444550.375000 Penalty: 891.346069
	Iteration 36Q: 3 clusters Score -1444550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1444550.375000 Penalty: 891.346069
	Iteration 37F: 3 clusters Score -1444550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (24935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Entering Unmasked Estep 
Score: -1874190.125000 Penalty: 460.643250
	Iteration 0F: 2 clusters Score -1874190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1857369.625000 Penalty: 921.286499
	Iteration 0F: 3 clusters Score -1857370 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1864481.750000 Penalty: 921.286499
	Iteration 1F: 3 clusters Score -1864482 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1864751.750000 Penalty: 921.286499
	Iteration 2Q: 3 clusters Score -1864752 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1865045.625000 Penalty: 921.286499
	Iteration 3Q: 3 clusters Score -1865046 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1865332.875000 Penalty: 921.286499
	Iteration 4Q: 3 clusters Score -1865333 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1865648.500000 Penalty: 921.286499
	Iteration 5Q: 3 clusters Score -1865648 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1866001.000000 Penalty: 921.286499
	Iteration 6Q: 3 clusters Score -1866001 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1866441.625000 Penalty: 921.286499
	Iteration 7Q: 3 clusters Score -1866442 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -1866968.875000 Penalty: 921.286499
	Iteration 8Q: 3 clusters Score -1866969 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1867634.625000 Penalty: 921.286499
	Iteration 9Q: 3 clusters Score -1867635 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1868550.125000 Penalty: 921.286499
	Iteration 10Q: 3 clusters Score -1868550 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1869655.875000 Penalty: 921.286499
	Iteration 11Q: 3 clusters Score -1869656 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1870632.250000 Penalty: 921.286499
	Iteration 12Q: 3 clusters Score -1870632 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1871354.125000 Penalty: 921.286499
	Iteration 13Q: 3 clusters Score -1871354 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1871891.000000 Penalty: 921.286499
	Iteration 14Q: 3 clusters Score -1871891 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -1872355.875000 Penalty: 921.286499
	Iteration 15Q: 3 clusters Score -1872356 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1872792.250000 Penalty: 921.286499
	Iteration 16Q: 3 clusters Score -1872792 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -1873171.875000 Penalty: 921.286499
	Iteration 17Q: 3 clusters Score -1873172 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -1873503.000000 Penalty: 921.286499
	Iteration 18Q: 3 clusters Score -1873503 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1873714.750000 Penalty: 921.286499
	Iteration 19Q: 3 clusters Score -1873715 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -1873863.125000 Penalty: 921.286499
	Iteration 20F: 3 clusters Score -1873863 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -1873974.750000 Penalty: 921.286499
	Iteration 21Q: 3 clusters Score -1873975 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -1874045.375000 Penalty: 921.286499
	Iteration 22Q: 3 clusters Score -1874045 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1874095.750000 Penalty: 921.286499
	Iteration 23Q: 3 clusters Score -1874096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -1874132.750000 Penalty: 921.286499
	Iteration 24Q: 3 clusters Score -1874133 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1874155.500000 Penalty: 921.286499
	Iteration 25Q: 3 clusters Score -1874156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -1874167.625000 Penalty: 921.286499
	Iteration 26Q: 3 clusters Score -1874168 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -1874172.000000 Penalty: 921.286499
	Iteration 27Q: 3 clusters Score -1874172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -1874181.000000 Penalty: 921.286499
	Iteration 28Q: 3 clusters Score -1874181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1874186.000000 Penalty: 921.286499
	Iteration 29Q: 3 clusters Score -1874186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -1874189.750000 Penalty: 921.286499
	Iteration 30Q: 3 clusters Score -1874190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -1874198.750000 Penalty: 921.286499
	Iteration 31Q: 3 clusters Score -1874199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1874209.875000 Penalty: 921.286499
	Iteration 32Q: 3 clusters Score -1874210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -1874214.375000 Penalty: 921.286499
	Iteration 33Q: 3 clusters Score -1874214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -1874217.875000 Penalty: 921.286499
	Iteration 34Q: 3 clusters Score -1874218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1874225.125000 Penalty: 921.286499
	Iteration 35Q: 3 clusters Score -1874225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -1874226.000000 Penalty: 921.286499
	Iteration 36Q: 3 clusters Score -1874226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1874232.250000 Penalty: 921.286499
	Iteration 37Q: 3 clusters Score -1874232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1874235.125000 Penalty: 921.286499
	Iteration 38Q: 3 clusters Score -1874235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -1874235.250000 Penalty: 921.286499
	Iteration 39Q: 3 clusters Score -1874235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1874237.125000 Penalty: 921.286499
	Iteration 40F: 3 clusters Score -1874237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1874243.875000 Penalty: 921.286499
	Iteration 41Q: 3 clusters Score -1874244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1874244.125000 Penalty: 921.286499
	Iteration 42Q: 3 clusters Score -1874244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1874248.250000 Penalty: 921.286499
	Iteration 43Q: 3 clusters Score -1874248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -1874251.375000 Penalty: 921.286499
	Iteration 44Q: 3 clusters Score -1874251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -1874257.125000 Penalty: 921.286499
	Iteration 45Q: 3 clusters Score -1874257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -1874260.750000 Penalty: 921.286499
	Iteration 46Q: 3 clusters Score -1874261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1874263.625000 Penalty: 921.286499
	Iteration 47Q: 3 clusters Score -1874264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -1874266.000000 Penalty: 921.286499
	Iteration 48Q: 3 clusters Score -1874266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -1874267.625000 Penalty: 921.286499
	Iteration 49Q: 3 clusters Score -1874268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -1874269.625000 Penalty: 921.286499
	Iteration 50Q: 3 clusters Score -1874270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1874270.250000 Penalty: 921.286499
	Iteration 51Q: 3 clusters Score -1874270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -1874268.625000 Penalty: 921.286499
	Iteration 52Q: 3 clusters Score -1874269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -1874271.250000 Penalty: 921.286499
	Iteration 53Q: 3 clusters Score -1874271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -1874269.750000 Penalty: 921.286499
	Iteration 54Q: 3 clusters Score -1874270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1874271.000000 Penalty: 921.286499
	Iteration 55Q: 3 clusters Score -1874271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -1874271.375000 Penalty: 921.286499
	Iteration 56Q: 3 clusters Score -1874271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -1874268.500000 Penalty: 921.286499
	Iteration 57Q: 3 clusters Score -1874268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1874269.250000 Penalty: 921.286499
	Iteration 58Q: 3 clusters Score -1874269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1874272.000000 Penalty: 921.286499
	Iteration 59Q: 3 clusters Score -1874272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -1874271.625000 Penalty: 921.286499
	Iteration 60F: 3 clusters Score -1874272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -1874272.250000 Penalty: 921.286499
	Iteration 61Q: 3 clusters Score -1874272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1874273.625000 Penalty: 921.286499
	Iteration 62Q: 3 clusters Score -1874274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -1874277.750000 Penalty: 921.286499
	Iteration 63Q: 3 clusters Score -1874278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1874278.750000 Penalty: 921.286499
	Iteration 64Q: 3 clusters Score -1874279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -1874276.750000 Penalty: 921.286499
	Iteration 65Q: 3 clusters Score -1874277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -1874273.250000 Penalty: 921.286499
	Iteration 66Q: 3 clusters Score -1874273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -1874273.750000 Penalty: 921.286499
	Iteration 67Q: 3 clusters Score -1874274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -1874274.625000 Penalty: 921.286499
	Iteration 68Q: 3 clusters Score -1874275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -1874273.125000 Penalty: 921.286499
	Iteration 69Q: 3 clusters Score -1874273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1874273.375000 Penalty: 921.286499
	Iteration 70Q: 3 clusters Score -1874273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -1874272.000000 Penalty: 921.286499
	Iteration 71Q: 3 clusters Score -1874272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1874273.250000 Penalty: 921.286499
	Iteration 72Q: 3 clusters Score -1874273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -1874274.375000 Penalty: 921.286499
	Iteration 73Q: 3 clusters Score -1874274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1874273.500000 Penalty: 921.286499
	Iteration 74Q: 3 clusters Score -1874274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1874273.500000 Penalty: 921.286499
	Iteration 75F: 3 clusters Score -1874274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 1254 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Mstep: Class 79 contains 23681 members 
Entering Unmasked Estep 
Score: -42175896.000000 Penalty: 47552.976562
Splitting cluster 68 changes total score from -42176252.000000 to -42175896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (23675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Entering Unmasked Estep 
Score: -1927869.000000 Penalty: 458.283966
	Iteration 0F: 2 clusters Score -1927869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1912520.500000 Penalty: 916.567932
	Iteration 0F: 3 clusters Score -1912520 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1919219.250000 Penalty: 916.567932
	Iteration 1F: 3 clusters Score -1919219 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1919516.500000 Penalty: 916.567932
	Iteration 2Q: 3 clusters Score -1919516 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1919898.250000 Penalty: 916.567932
	Iteration 3Q: 3 clusters Score -1919898 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1920370.875000 Penalty: 916.567932
	Iteration 4Q: 3 clusters Score -1920371 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1921024.750000 Penalty: 916.567932
	Iteration 5F: 3 clusters Score -1921025 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1921945.000000 Penalty: 916.567932
	Iteration 6F: 3 clusters Score -1921945 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1922998.375000 Penalty: 916.567932
	Iteration 7F: 3 clusters Score -1922998 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1923894.875000 Penalty: 916.567932
	Iteration 8F: 3 clusters Score -1923895 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1924841.625000 Penalty: 916.567932
	Iteration 9F: 3 clusters Score -1924842 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1925699.875000 Penalty: 916.567932
	Iteration 10Q: 3 clusters Score -1925700 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1926261.250000 Penalty: 916.567932
	Iteration 11Q: 3 clusters Score -1926261 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1926654.125000 Penalty: 916.567932
	Iteration 12Q: 3 clusters Score -1926654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1926870.125000 Penalty: 916.567932
	Iteration 13Q: 3 clusters Score -1926870 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1926993.625000 Penalty: 916.567932
	Iteration 14Q: 3 clusters Score -1926994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1927108.375000 Penalty: 916.567932
	Iteration 15Q: 3 clusters Score -1927108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1927186.250000 Penalty: 916.567932
	Iteration 16Q: 3 clusters Score -1927186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1927285.750000 Penalty: 916.567932
	Iteration 17Q: 3 clusters Score -1927286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1927339.625000 Penalty: 916.567932
	Iteration 18Q: 3 clusters Score -1927340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1927385.250000 Penalty: 916.567932
	Iteration 19Q: 3 clusters Score -1927385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1927411.250000 Penalty: 916.567932
	Iteration 20F: 3 clusters Score -1927411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1927432.625000 Penalty: 916.567932
	Iteration 21Q: 3 clusters Score -1927433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1927454.000000 Penalty: 916.567932
	Iteration 22Q: 3 clusters Score -1927454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1927456.125000 Penalty: 916.567932
	Iteration 23Q: 3 clusters Score -1927456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1927466.375000 Penalty: 916.567932
	Iteration 24Q: 3 clusters Score -1927466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1927477.250000 Penalty: 916.567932
	Iteration 25Q: 3 clusters Score -1927477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1927481.500000 Penalty: 916.567932
	Iteration 26Q: 3 clusters Score -1927482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1927485.250000 Penalty: 916.567932
	Iteration 27Q: 3 clusters Score -1927485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1927485.250000 Penalty: 916.567932
	Iteration 28F: 3 clusters Score -1927485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -20992.554688 Penalty: 266.405762
	Iteration 0F: 2 clusters Score -20992.55 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 172 members 
Entering Unmasked Estep 
Score: -20610.939453 Penalty: 532.811523
	Iteration 0F: 3 clusters Score -20610.94 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20714.281250 Penalty: 532.811523
	Iteration 1F: 3 clusters Score -20714.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -20745.093750 Penalty: 532.811523
	Iteration 2F: 3 clusters Score -20745.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20760.376953 Penalty: 532.811523
	Iteration 3Q: 3 clusters Score -20760.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20778.025391 Penalty: 532.811523
	Iteration 4Q: 3 clusters Score -20778.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20799.164062 Penalty: 532.811523
	Iteration 5Q: 3 clusters Score -20799.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20812.113281 Penalty: 532.811523
	Iteration 6Q: 3 clusters Score -20812.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20821.277344 Penalty: 532.811523
	Iteration 7Q: 3 clusters Score -20821.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20832.044922 Penalty: 532.811523
	Iteration 8Q: 3 clusters Score -20832.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20838.103516 Penalty: 532.811523
	Iteration 9Q: 3 clusters Score -20838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20845.406250 Penalty: 532.811523
	Iteration 10Q: 3 clusters Score -20845.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20857.181641 Penalty: 532.811523
	Iteration 11Q: 3 clusters Score -20857.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20862.617188 Penalty: 532.811523
	Iteration 12Q: 3 clusters Score -20862.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -20867.681641 Penalty: 532.811523
	Iteration 13Q: 3 clusters Score -20867.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -20868.621094 Penalty: 532.811523
	Iteration 14Q: 3 clusters Score -20868.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -20870.041016 Penalty: 532.811523
	Iteration 15Q: 3 clusters Score -20870.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -20874.765625 Penalty: 532.811523
	Iteration 16Q: 3 clusters Score -20874.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -20877.855469 Penalty: 532.811523
	Iteration 17Q: 3 clusters Score -20877.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -20882.783203 Penalty: 532.811523
	Iteration 18Q: 3 clusters Score -20882.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20887.972656 Penalty: 532.811523
	Iteration 19Q: 3 clusters Score -20887.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20889.062500 Penalty: 532.811523
	Iteration 20F: 3 clusters Score -20889.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20895.115234 Penalty: 532.811523
	Iteration 21Q: 3 clusters Score -20895.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -20895.675781 Penalty: 532.811523
	Iteration 22Q: 3 clusters Score -20895.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20896.007812 Penalty: 532.811523
	Iteration 23Q: 3 clusters Score -20896.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20896.007812 Penalty: 532.811523
	Iteration 24F: 3 clusters Score -20896.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (35601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Entering Unmasked Estep 
Score: -2846539.500000 Penalty: 476.845886
	Iteration 0F: 2 clusters Score -2846540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2825290.500000 Penalty: 953.691772
	Iteration 0F: 3 clusters Score -2825290 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2835775.750000 Penalty: 953.691772
	Iteration 1F: 3 clusters Score -2835776 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2836819.750000 Penalty: 953.691772
	Iteration 2F: 3 clusters Score -2836820 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2838463.500000 Penalty: 953.691772
	Iteration 3F: 3 clusters Score -2838464 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2840645.500000 Penalty: 953.691772
	Iteration 4F: 3 clusters Score -2840646 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2842589.000000 Penalty: 953.691772
	Iteration 5F: 3 clusters Score -2842589 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2843823.000000 Penalty: 953.691772
	Iteration 6F: 3 clusters Score -2843823 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2844412.750000 Penalty: 953.691772
	Iteration 7Q: 3 clusters Score -2844413 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2844713.500000 Penalty: 953.691772
	Iteration 8Q: 3 clusters Score -2844714 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2844899.000000 Penalty: 953.691772
	Iteration 9Q: 3 clusters Score -2844899 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2845052.250000 Penalty: 953.691772
	Iteration 10Q: 3 clusters Score -2845052 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2845201.500000 Penalty: 953.691772
	Iteration 11Q: 3 clusters Score -2845202 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2845332.500000 Penalty: 953.691772
	Iteration 12Q: 3 clusters Score -2845332 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2845474.750000 Penalty: 953.691772
	Iteration 13Q: 3 clusters Score -2845475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2845602.250000 Penalty: 953.691772
	Iteration 14Q: 3 clusters Score -2845602 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2845757.000000 Penalty: 953.691772
	Iteration 15Q: 3 clusters Score -2845757 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2845899.750000 Penalty: 953.691772
	Iteration 16Q: 3 clusters Score -2845900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2845988.750000 Penalty: 953.691772
	Iteration 17Q: 3 clusters Score -2845989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2846080.750000 Penalty: 953.691772
	Iteration 18Q: 3 clusters Score -2846081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2846164.500000 Penalty: 953.691772
	Iteration 19Q: 3 clusters Score -2846164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2846239.250000 Penalty: 953.691772
	Iteration 20F: 3 clusters Score -2846239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2846273.750000 Penalty: 953.691772
	Iteration 21Q: 3 clusters Score -2846274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2846292.000000 Penalty: 953.691772
	Iteration 22Q: 3 clusters Score -2846292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2846315.500000 Penalty: 953.691772
	Iteration 23Q: 3 clusters Score -2846316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2846335.750000 Penalty: 953.691772
	Iteration 24Q: 3 clusters Score -2846336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2846342.000000 Penalty: 953.691772
	Iteration 25Q: 3 clusters Score -2846342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2846349.000000 Penalty: 953.691772
	Iteration 26Q: 3 clusters Score -2846349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2846350.250000 Penalty: 953.691772
	Iteration 27Q: 3 clusters Score -2846350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2846348.500000 Penalty: 953.691772
	Iteration 28Q: 3 clusters Score -2846348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2846351.250000 Penalty: 953.691772
	Iteration 29Q: 3 clusters Score -2846351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2846354.500000 Penalty: 953.691772
	Iteration 30Q: 3 clusters Score -2846354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2846355.000000 Penalty: 953.691772
	Iteration 31Q: 3 clusters Score -2846355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2846355.000000 Penalty: 953.691772
	Iteration 32F: 3 clusters Score -2846355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -1793947.750000 Penalty: 455.336548
	Iteration 0F: 2 clusters Score -1793948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1779422.000000 Penalty: 910.673096
	Iteration 0F: 3 clusters Score -1779422 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1786191.875000 Penalty: 910.673096
	Iteration 1F: 3 clusters Score -1786192 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1787078.875000 Penalty: 910.673096
	Iteration 2F: 3 clusters Score -1787079 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1788172.500000 Penalty: 910.673096
	Iteration 3F: 3 clusters Score -1788172 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1789482.625000 Penalty: 910.673096
	Iteration 4F: 3 clusters Score -1789483 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1790780.500000 Penalty: 910.673096
	Iteration 5F: 3 clusters Score -1790780 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1791961.875000 Penalty: 910.673096
	Iteration 6F: 3 clusters Score -1791962 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1792774.750000 Penalty: 910.673096
	Iteration 7Q: 3 clusters Score -1792775 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1793115.125000 Penalty: 910.673096
	Iteration 8Q: 3 clusters Score -1793115 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1793296.750000 Penalty: 910.673096
	Iteration 9Q: 3 clusters Score -1793297 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -1793408.750000 Penalty: 910.673096
	Iteration 10Q: 3 clusters Score -1793409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -1793480.625000 Penalty: 910.673096
	Iteration 11Q: 3 clusters Score -1793481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1793503.125000 Penalty: 910.673096
	Iteration 12Q: 3 clusters Score -1793503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1793520.375000 Penalty: 910.673096
	Iteration 13Q: 3 clusters Score -1793520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1793537.375000 Penalty: 910.673096
	Iteration 14Q: 3 clusters Score -1793537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -1793544.875000 Penalty: 910.673096
	Iteration 15Q: 3 clusters Score -1793545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -1793546.375000 Penalty: 910.673096
	Iteration 16Q: 3 clusters Score -1793546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -1793548.750000 Penalty: 910.673096
	Iteration 17Q: 3 clusters Score -1793549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -1793550.625000 Penalty: 910.673096
	Iteration 18Q: 3 clusters Score -1793551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -1793550.625000 Penalty: 910.673096
	Iteration 19F: 3 clusters Score -1793551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -135168.046875 Penalty: 336.253265
	Iteration 0F: 2 clusters Score -135168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133957.984375 Penalty: 672.506531
	Iteration 0F: 3 clusters Score -133958 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -134347.390625 Penalty: 672.506531
	Iteration 1F: 3 clusters Score -134347.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -134394.843750 Penalty: 672.506531
	Iteration 2F: 3 clusters Score -134394.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134432.468750 Penalty: 672.506531
	Iteration 3Q: 3 clusters Score -134432.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134471.250000 Penalty: 672.506531
	Iteration 4Q: 3 clusters Score -134471.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134511.703125 Penalty: 672.506531
	Iteration 5Q: 3 clusters Score -134511.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134574.000000 Penalty: 672.506531
	Iteration 6Q: 3 clusters Score -134574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134652.796875 Penalty: 672.506531
	Iteration 7F: 3 clusters Score -134652.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -134699.125000 Penalty: 672.506531
	Iteration 8Q: 3 clusters Score -134699.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134738.578125 Penalty: 672.506531
	Iteration 9Q: 3 clusters Score -134738.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134768.453125 Penalty: 672.506531
	Iteration 10Q: 3 clusters Score -134768.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134792.843750 Penalty: 672.506531
	Iteration 11Q: 3 clusters Score -134792.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134807.187500 Penalty: 672.506531
	Iteration 12Q: 3 clusters Score -134807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -134820.625000 Penalty: 672.506531
	Iteration 13Q: 3 clusters Score -134820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134829.875000 Penalty: 672.506531
	Iteration 14Q: 3 clusters Score -134829.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -134840.390625 Penalty: 672.506531
	Iteration 15Q: 3 clusters Score -134840.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -134846.406250 Penalty: 672.506531
	Iteration 16Q: 3 clusters Score -134846.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134848.953125 Penalty: 672.506531
	Iteration 17Q: 3 clusters Score -134849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134851.406250 Penalty: 672.506531
	Iteration 18Q: 3 clusters Score -134851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134849.453125 Penalty: 672.506531
	Iteration 19Q: 3 clusters Score -134849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134852.421875 Penalty: 672.506531
	Iteration 20F: 3 clusters Score -134852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134853.593750 Penalty: 672.506531
	Iteration 21Q: 3 clusters Score -134853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -134853.968750 Penalty: 672.506531
	Iteration 22Q: 3 clusters Score -134854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134855.375000 Penalty: 672.506531
	Iteration 23Q: 3 clusters Score -134855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134853.656250 Penalty: 672.506531
	Iteration 24Q: 3 clusters Score -134853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -134853.421875 Penalty: 672.506531
	Iteration 25Q: 3 clusters Score -134853.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -134850.359375 Penalty: 672.506531
	Iteration 26Q: 3 clusters Score -134850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -134849.234375 Penalty: 672.506531
	Iteration 27Q: 3 clusters Score -134849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -134852.046875 Penalty: 672.506531
	Iteration 28Q: 3 clusters Score -134852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134848.187500 Penalty: 672.506531
	Iteration 29Q: 3 clusters Score -134848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -134850.390625 Penalty: 672.506531
	Iteration 30Q: 3 clusters Score -134850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134856.109375 Penalty: 672.506531
	Iteration 31Q: 3 clusters Score -134856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -134857.453125 Penalty: 672.506531
	Iteration 32Q: 3 clusters Score -134857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -134862.406250 Penalty: 672.506531
	Iteration 33Q: 3 clusters Score -134862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134857.625000 Penalty: 672.506531
	Iteration 34Q: 3 clusters Score -134857.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134857.625000 Penalty: 672.506531
	Iteration 35F: 3 clusters Score -134857.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -380511.562500 Penalty: 383.579895
	Iteration 0F: 2 clusters Score -380511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -377438.406250 Penalty: 767.159790
	Iteration 0F: 3 clusters Score -377438.4 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -378515.593750 Penalty: 767.159790
	Iteration 1F: 3 clusters Score -378515.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -378630.937500 Penalty: 767.159790
	Iteration 2F: 3 clusters Score -378630.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -378726.687500 Penalty: 767.159790
	Iteration 3F: 3 clusters Score -378726.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -378817.031250 Penalty: 767.159790
	Iteration 4Q: 3 clusters Score -378817 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -378916.406250 Penalty: 767.159790
	Iteration 5Q: 3 clusters Score -378916.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -379055.375000 Penalty: 767.159790
	Iteration 6Q: 3 clusters Score -379055.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -379267.406250 Penalty: 767.159790
	Iteration 7Q: 3 clusters Score -379267.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -379538.750000 Penalty: 767.159790
	Iteration 8F: 3 clusters Score -379538.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -379733.875000 Penalty: 767.159790
	Iteration 9Q: 3 clusters Score -379733.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -379857.593750 Penalty: 767.159790
	Iteration 10Q: 3 clusters Score -379857.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -379921.781250 Penalty: 767.159790
	Iteration 11Q: 3 clusters Score -379921.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -379986.218750 Penalty: 767.159790
	Iteration 12Q: 3 clusters Score -379986.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380008.343750 Penalty: 767.159790
	Iteration 13Q: 3 clusters Score -380008.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -380027.000000 Penalty: 767.159790
	Iteration 14Q: 3 clusters Score -380027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -380044.062500 Penalty: 767.159790
	Iteration 15Q: 3 clusters Score -380044.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -380045.093750 Penalty: 767.159790
	Iteration 16Q: 3 clusters Score -380045.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -380042.750000 Penalty: 767.159790
	Iteration 17Q: 3 clusters Score -380042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -380040.687500 Penalty: 767.159790
	Iteration 18Q: 3 clusters Score -380040.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -380029.906250 Penalty: 767.159790
	Iteration 19Q: 3 clusters Score -380029.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380035.687500 Penalty: 767.159790
	Iteration 20F: 3 clusters Score -380035.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -380050.718750 Penalty: 767.159790
	Iteration 21Q: 3 clusters Score -380050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -380047.593750 Penalty: 767.159790
	Iteration 22Q: 3 clusters Score -380047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -380045.562500 Penalty: 767.159790
	Iteration 23Q: 3 clusters Score -380045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -380049.625000 Penalty: 767.159790
	Iteration 24Q: 3 clusters Score -380049.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -380053.750000 Penalty: 767.159790
	Iteration 25Q: 3 clusters Score -380053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -380055.437500 Penalty: 767.159790
	Iteration 26Q: 3 clusters Score -380055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -380056.218750 Penalty: 767.159790
	Iteration 27Q: 3 clusters Score -380056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -380053.781250 Penalty: 767.159790
	Iteration 28Q: 3 clusters Score -380053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -380052.968750 Penalty: 767.159790
	Iteration 29Q: 3 clusters Score -380053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -380054.843750 Penalty: 767.159790
	Iteration 30Q: 3 clusters Score -380054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -380054.843750 Penalty: 767.159790
	Iteration 31F: 3 clusters Score -380054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (19581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Entering Unmasked Estep 
Score: -1600037.000000 Penalty: 449.645325
	Iteration 0F: 2 clusters Score -1600037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1587071.875000 Penalty: 899.290649
	Iteration 0F: 3 clusters Score -1587072 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1592754.250000 Penalty: 899.290649
	Iteration 1F: 3 clusters Score -1592754 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1593412.375000 Penalty: 899.290649
	Iteration 2F: 3 clusters Score -1593412 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1594463.875000 Penalty: 899.290649
	Iteration 3F: 3 clusters Score -1594464 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1595890.125000 Penalty: 899.290649
	Iteration 4F: 3 clusters Score -1595890 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1597408.250000 Penalty: 899.290649
	Iteration 5F: 3 clusters Score -1597408 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -1598694.000000 Penalty: 899.290649
	Iteration 6F: 3 clusters Score -1598694 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1599327.500000 Penalty: 899.290649
	Iteration 7Q: 3 clusters Score -1599328 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1599528.750000 Penalty: 899.290649
	Iteration 8Q: 3 clusters Score -1599529 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1599593.375000 Penalty: 899.290649
	Iteration 9Q: 3 clusters Score -1599593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1599620.000000 Penalty: 899.290649
	Iteration 10Q: 3 clusters Score -1599620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -1599627.500000 Penalty: 899.290649
	Iteration 11Q: 3 clusters Score -1599628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1599645.500000 Penalty: 899.290649
	Iteration 12Q: 3 clusters Score -1599646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1599651.000000 Penalty: 899.290649
	Iteration 13Q: 3 clusters Score -1599651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1599656.000000 Penalty: 899.290649
	Iteration 14Q: 3 clusters Score -1599656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -1599656.000000 Penalty: 899.290649
	Iteration 15F: 3 clusters Score -1599656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -4567.259277 Penalty: 204.741348
	Iteration 0F: 2 clusters Score -4567.259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4406.229980 Penalty: 409.482697
	Iteration 0F: 3 clusters Score -4406.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -4456.336914 Penalty: 409.482697
	Iteration 1F: 3 clusters Score -4456.337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4460.366211 Penalty: 409.482697
	Iteration 2Q: 3 clusters Score -4460.366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4465.733398 Penalty: 409.482697
	Iteration 3Q: 3 clusters Score -4465.733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4466.128906 Penalty: 409.482697
	Iteration 4Q: 3 clusters Score -4466.129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4466.128906 Penalty: 409.482697
	Iteration 5F: 3 clusters Score -4466.129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (18483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Entering Unmasked Estep 
Score: -1508838.750000 Penalty: 447.019623
	Iteration 0F: 2 clusters Score -1508839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1496500.250000 Penalty: 894.039246
	Iteration 0F: 3 clusters Score -1496500 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1501395.875000 Penalty: 894.039246
	Iteration 1F: 3 clusters Score -1501396 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1501578.750000 Penalty: 894.039246
	Iteration 2Q: 3 clusters Score -1501579 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1501875.000000 Penalty: 894.039246
	Iteration 3Q: 3 clusters Score -1501875 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1502281.000000 Penalty: 894.039246
	Iteration 4F: 3 clusters Score -1502281 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1502905.250000 Penalty: 894.039246
	Iteration 5F: 3 clusters Score -1502905 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1503815.125000 Penalty: 894.039246
	Iteration 6F: 3 clusters Score -1503815 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1504982.125000 Penalty: 894.039246
	Iteration 7F: 3 clusters Score -1504982 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1506042.750000 Penalty: 894.039246
	Iteration 8F: 3 clusters Score -1506043 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1506889.375000 Penalty: 894.039246
	Iteration 9Q: 3 clusters Score -1506889 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1507445.500000 Penalty: 894.039246
	Iteration 10Q: 3 clusters Score -1507446 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1507789.000000 Penalty: 894.039246
	Iteration 11Q: 3 clusters Score -1507789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1508012.375000 Penalty: 894.039246
	Iteration 12Q: 3 clusters Score -1508012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1508147.125000 Penalty: 894.039246
	Iteration 13Q: 3 clusters Score -1508147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1508235.250000 Penalty: 894.039246
	Iteration 14Q: 3 clusters Score -1508235 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1508270.625000 Penalty: 894.039246
	Iteration 15Q: 3 clusters Score -1508271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1508311.750000 Penalty: 894.039246
	Iteration 16Q: 3 clusters Score -1508312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1508335.750000 Penalty: 894.039246
	Iteration 17Q: 3 clusters Score -1508336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1508344.500000 Penalty: 894.039246
	Iteration 18Q: 3 clusters Score -1508344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1508356.125000 Penalty: 894.039246
	Iteration 19Q: 3 clusters Score -1508356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1508362.250000 Penalty: 894.039246
	Iteration 20F: 3 clusters Score -1508362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1508370.250000 Penalty: 894.039246
	Iteration 21Q: 3 clusters Score -1508370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1508382.125000 Penalty: 894.039246
	Iteration 22Q: 3 clusters Score -1508382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1508396.250000 Penalty: 894.039246
	Iteration 23Q: 3 clusters Score -1508396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1508401.250000 Penalty: 894.039246
	Iteration 24Q: 3 clusters Score -1508401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1508410.250000 Penalty: 894.039246
	Iteration 25Q: 3 clusters Score -1508410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1508414.750000 Penalty: 894.039246
	Iteration 26Q: 3 clusters Score -1508415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1508418.875000 Penalty: 894.039246
	Iteration 27Q: 3 clusters Score -1508419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1508423.750000 Penalty: 894.039246
	Iteration 28Q: 3 clusters Score -1508424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1508429.375000 Penalty: 894.039246
	Iteration 29Q: 3 clusters Score -1508429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1508434.750000 Penalty: 894.039246
	Iteration 30Q: 3 clusters Score -1508435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1508442.750000 Penalty: 894.039246
	Iteration 31Q: 3 clusters Score -1508443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1508444.125000 Penalty: 894.039246
	Iteration 32Q: 3 clusters Score -1508444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1508448.750000 Penalty: 894.039246
	Iteration 33Q: 3 clusters Score -1508449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1508448.625000 Penalty: 894.039246
	Iteration 34Q: 3 clusters Score -1508449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1508445.375000 Penalty: 894.039246
	Iteration 35Q: 3 clusters Score -1508445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1508454.000000 Penalty: 894.039246
	Iteration 36Q: 3 clusters Score -1508454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1508456.875000 Penalty: 894.039246
	Iteration 37Q: 3 clusters Score -1508457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1508459.000000 Penalty: 894.039246
	Iteration 38Q: 3 clusters Score -1508459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1508459.000000 Penalty: 894.039246
	Iteration 39F: 3 clusters Score -1508459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (13054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Entering Unmasked Estep 
Score: -1070158.875000 Penalty: 431.196655
	Iteration 0F: 2 clusters Score -1070159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1061475.125000 Penalty: 862.393311
	Iteration 0F: 3 clusters Score -1061475 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1064925.625000 Penalty: 862.393311
	Iteration 1F: 3 clusters Score -1064926 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1065203.625000 Penalty: 862.393311
	Iteration 2F: 3 clusters Score -1065204 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1065641.750000 Penalty: 862.393311
	Iteration 3F: 3 clusters Score -1065642 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1066261.250000 Penalty: 862.393311
	Iteration 4F: 3 clusters Score -1066261 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1066987.625000 Penalty: 862.393311
	Iteration 5F: 3 clusters Score -1066988 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1067737.000000 Penalty: 862.393311
	Iteration 6F: 3 clusters Score -1067737 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1068281.750000 Penalty: 862.393311
	Iteration 7F: 3 clusters Score -1068282 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1068515.500000 Penalty: 862.393311
	Iteration 8Q: 3 clusters Score -1068516 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1068692.875000 Penalty: 862.393311
	Iteration 9Q: 3 clusters Score -1068693 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1068834.375000 Penalty: 862.393311
	Iteration 10Q: 3 clusters Score -1068834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1068970.625000 Penalty: 862.393311
	Iteration 11Q: 3 clusters Score -1068971 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1069112.250000 Penalty: 862.393311
	Iteration 12Q: 3 clusters Score -1069112 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1069258.750000 Penalty: 862.393311
	Iteration 13Q: 3 clusters Score -1069259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1069435.500000 Penalty: 862.393311
	Iteration 14Q: 3 clusters Score -1069436 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1069580.000000 Penalty: 862.393311
	Iteration 15Q: 3 clusters Score -1069580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1069636.000000 Penalty: 862.393311
	Iteration 16Q: 3 clusters Score -1069636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1069674.250000 Penalty: 862.393311
	Iteration 17Q: 3 clusters Score -1069674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1069698.250000 Penalty: 862.393311
	Iteration 18Q: 3 clusters Score -1069698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1069714.125000 Penalty: 862.393311
	Iteration 19Q: 3 clusters Score -1069714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1069721.625000 Penalty: 862.393311
	Iteration 20F: 3 clusters Score -1069722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1069722.500000 Penalty: 862.393311
	Iteration 21Q: 3 clusters Score -1069722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1069719.625000 Penalty: 862.393311
	Iteration 22Q: 3 clusters Score -1069720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1069721.500000 Penalty: 862.393311
	Iteration 23Q: 3 clusters Score -1069722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1069721.875000 Penalty: 862.393311
	Iteration 24Q: 3 clusters Score -1069722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1069717.125000 Penalty: 862.393311
	Iteration 25Q: 3 clusters Score -1069717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1069716.125000 Penalty: 862.393311
	Iteration 26Q: 3 clusters Score -1069716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1069717.375000 Penalty: 862.393311
	Iteration 27Q: 3 clusters Score -1069717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1069714.375000 Penalty: 862.393311
	Iteration 28Q: 3 clusters Score -1069714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1069718.125000 Penalty: 862.393311
	Iteration 29Q: 3 clusters Score -1069718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1069720.000000 Penalty: 862.393311
	Iteration 30Q: 3 clusters Score -1069720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1069720.875000 Penalty: 862.393311
	Iteration 31Q: 3 clusters Score -1069721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1069723.000000 Penalty: 862.393311
	Iteration 32Q: 3 clusters Score -1069723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1069722.875000 Penalty: 862.393311
	Iteration 33Q: 3 clusters Score -1069723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1069723.250000 Penalty: 862.393311
	Iteration 34Q: 3 clusters Score -1069723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1069724.000000 Penalty: 862.393311
	Iteration 35Q: 3 clusters Score -1069724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1069726.000000 Penalty: 862.393311
	Iteration 36Q: 3 clusters Score -1069726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1069725.000000 Penalty: 862.393311
	Iteration 37Q: 3 clusters Score -1069725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1069727.125000 Penalty: 862.393311
	Iteration 38Q: 3 clusters Score -1069727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1069727.125000 Penalty: 862.393311
	Iteration 39F: 3 clusters Score -1069727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13877 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11145 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17729 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8897 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13396 members 
Mstep: Class 38 contains 10195 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 6353 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 14667 members 
Mstep: Class 47 contains 28194 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1896 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9557 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6710 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16992 members 
Mstep: Class 61 contains 27838 members 
Mstep: Class 62 contains 11460 members 
Mstep: Class 63 contains 9893 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 7048 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24935 members 
Mstep: Class 69 contains 23675 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1620 members 
Mstep: Class 74 contains 4584 members 
Mstep: Class 75 contains 19581 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18483 members 
Mstep: Class 78 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176168.000000 Penalty: 46951.042969
Iteration 479Q: 79 clusters Score -4.217617e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6422 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13894 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 11056 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17731 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8745 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6708 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5126 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13405 members 
Mstep: Class 38 contains 10094 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5312 members 
Mstep: Class 43 contains 6335 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 15049 members 
Mstep: Class 47 contains 28230 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1897 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9614 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6719 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16940 members 
Mstep: Class 61 contains 28264 members 
Mstep: Class 62 contains 11383 members 
Mstep: Class 63 contains 9868 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 17359 members 
Mstep: Class 66 contains 7044 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24937 members 
Mstep: Class 69 contains 23692 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35601 members 
Mstep: Class 72 contains 22190 members 
Mstep: Class 73 contains 1586 members 
Mstep: Class 74 contains 4577 members 
Mstep: Class 75 contains 19576 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18487 members 
Mstep: Class 78 contains 12903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176128.000000 Penalty: 46951.042969
Iteration 480F: 79 clusters Score -4.217613e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13906 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48043 members 
Mstep: Class 14 contains 10942 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17737 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8592 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6675 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5121 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13408 members 
Mstep: Class 38 contains 9980 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5523 members 
Mstep: Class 43 contains 6311 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 15423 members 
Mstep: Class 47 contains 28275 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1899 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9659 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6724 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16882 members 
Mstep: Class 61 contains 28657 members 
Mstep: Class 62 contains 11262 members 
Mstep: Class 63 contains 9850 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16987 members 
Mstep: Class 66 contains 7050 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24938 members 
Mstep: Class 69 contains 23707 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35604 members 
Mstep: Class 72 contains 22184 members 
Mstep: Class 73 contains 1551 members 
Mstep: Class 74 contains 4576 members 
Mstep: Class 75 contains 19583 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18496 members 
Mstep: Class 78 contains 12825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176108.000000 Penalty: 46951.042969
Iteration 481Q: 79 clusters Score -4.217611e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6420 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13916 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17743 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8393 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2860 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6649 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5118 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13407 members 
Mstep: Class 38 contains 9905 members 
Mstep: Class 39 contains 1315 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5674 members 
Mstep: Class 43 contains 6293 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 15906 members 
Mstep: Class 47 contains 28315 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1898 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9702 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6728 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16822 members 
Mstep: Class 61 contains 29088 members 
Mstep: Class 62 contains 11234 members 
Mstep: Class 63 contains 9833 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 16493 members 
Mstep: Class 66 contains 7055 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24942 members 
Mstep: Class 69 contains 23724 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35611 members 
Mstep: Class 72 contains 22180 members 
Mstep: Class 73 contains 1523 members 
Mstep: Class 74 contains 4575 members 
Mstep: Class 75 contains 19580 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18458 members 
Mstep: Class 78 contains 12727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176052.000000 Penalty: 46951.042969
Iteration 482Q: 79 clusters Score -4.217605e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13928 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17753 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 8169 members 
Mstep: Class 29 contains 1978 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6615 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5115 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13414 members 
Mstep: Class 38 contains 9830 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5832 members 
Mstep: Class 43 contains 6282 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 16400 members 
Mstep: Class 47 contains 28349 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1901 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9742 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6736 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16767 members 
Mstep: Class 61 contains 29484 members 
Mstep: Class 62 contains 11192 members 
Mstep: Class 63 contains 9812 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15973 members 
Mstep: Class 66 contains 7056 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24938 members 
Mstep: Class 69 contains 23743 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35615 members 
Mstep: Class 72 contains 22176 members 
Mstep: Class 73 contains 1503 members 
Mstep: Class 74 contains 4578 members 
Mstep: Class 75 contains 19567 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18432 members 
Mstep: Class 78 contains 12678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176064.000000 Penalty: 46951.042969
Iteration 483Q: 79 clusters Score -4.217606e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6417 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3363 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13933 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 10683 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17757 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 7968 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 6566 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5123 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13418 members 
Mstep: Class 38 contains 9788 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 5977 members 
Mstep: Class 43 contains 6272 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 16853 members 
Mstep: Class 47 contains 28385 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1901 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9818 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6740 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16683 members 
Mstep: Class 61 contains 29815 members 
Mstep: Class 62 contains 11150 members 
Mstep: Class 63 contains 9787 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 15464 members 
Mstep: Class 66 contains 7063 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24937 members 
Mstep: Class 69 contains 23761 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35614 members 
Mstep: Class 72 contains 22165 members 
Mstep: Class 73 contains 1487 members 
Mstep: Class 74 contains 4585 members 
Mstep: Class 75 contains 19552 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18426 members 
Mstep: Class 78 contains 12662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176032.000000 Penalty: 46951.042969
Iteration 484Q: 79 clusters Score -4.217603e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6416 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3371 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13937 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 10611 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17766 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 7757 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 6522 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5132 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13417 members 
Mstep: Class 38 contains 9757 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6127 members 
Mstep: Class 43 contains 6260 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 17364 members 
Mstep: Class 47 contains 28398 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1899 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9842 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6745 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16622 members 
Mstep: Class 61 contains 30136 members 
Mstep: Class 62 contains 11113 members 
Mstep: Class 63 contains 9757 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14933 members 
Mstep: Class 66 contains 7065 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24936 members 
Mstep: Class 69 contains 23783 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35612 members 
Mstep: Class 72 contains 22158 members 
Mstep: Class 73 contains 1469 members 
Mstep: Class 74 contains 4589 members 
Mstep: Class 75 contains 19551 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18417 members 
Mstep: Class 78 contains 12646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176068.000000 Penalty: 46951.042969
Iteration 485Q: 79 clusters Score -4.217607e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6414 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3374 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 13949 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48043 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17778 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 7538 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 6484 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5156 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13419 members 
Mstep: Class 38 contains 9747 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6287 members 
Mstep: Class 43 contains 6249 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 17867 members 
Mstep: Class 47 contains 28404 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1903 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9919 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6740 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16553 members 
Mstep: Class 61 contains 30445 members 
Mstep: Class 62 contains 11065 members 
Mstep: Class 63 contains 9721 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 14351 members 
Mstep: Class 66 contains 7080 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24933 members 
Mstep: Class 69 contains 23795 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35614 members 
Mstep: Class 72 contains 22144 members 
Mstep: Class 73 contains 1454 members 
Mstep: Class 74 contains 4590 members 
Mstep: Class 75 contains 19544 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18421 members 
Mstep: Class 78 contains 12638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176008.000000 Penalty: 46951.042969
Iteration 486Q: 79 clusters Score -4.217601e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 2243 members 
Mstep: Class 11 contains 13962 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17780 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 7322 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 6443 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5160 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13417 members 
Mstep: Class 38 contains 9711 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6455 members 
Mstep: Class 43 contains 6243 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 18395 members 
Mstep: Class 47 contains 28426 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1904 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10031 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6744 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16482 members 
Mstep: Class 61 contains 30758 members 
Mstep: Class 62 contains 11039 members 
Mstep: Class 63 contains 9686 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13729 members 
Mstep: Class 66 contains 7089 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24938 members 
Mstep: Class 69 contains 23820 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35612 members 
Mstep: Class 72 contains 22135 members 
Mstep: Class 73 contains 1439 members 
Mstep: Class 74 contains 4591 members 
Mstep: Class 75 contains 19523 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18400 members 
Mstep: Class 78 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175940.000000 Penalty: 46951.042969
Iteration 487Q: 79 clusters Score -4.217594e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 13975 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48039 members 
Mstep: Class 14 contains 10411 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17782 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 7103 members 
Mstep: Class 29 contains 1979 members 
Mstep: Class 30 contains 3074 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6387 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5160 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13413 members 
Mstep: Class 38 contains 9696 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6641 members 
Mstep: Class 43 contains 6242 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 18904 members 
Mstep: Class 47 contains 28416 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1906 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10099 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6747 members 
Mstep: Class 57 contains 2323 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16427 members 
Mstep: Class 61 contains 31046 members 
Mstep: Class 62 contains 10971 members 
Mstep: Class 63 contains 9658 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 13174 members 
Mstep: Class 66 contains 7107 members 
Mstep: Class 67 contains 17945 members 
Mstep: Class 68 contains 24933 members 
Mstep: Class 69 contains 23847 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35615 members 
Mstep: Class 72 contains 22127 members 
Mstep: Class 73 contains 1417 members 
Mstep: Class 74 contains 4592 members 
Mstep: Class 75 contains 19503 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18416 members 
Mstep: Class 78 contains 12611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175924.000000 Penalty: 46951.042969
Iteration 488Q: 79 clusters Score -4.217592e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3380 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 13993 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 10381 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17776 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 6905 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2861 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6316 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5183 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13413 members 
Mstep: Class 38 contains 9685 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6796 members 
Mstep: Class 43 contains 6241 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 19414 members 
Mstep: Class 47 contains 28407 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1907 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10218 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6748 members 
Mstep: Class 57 contains 2324 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16367 members 
Mstep: Class 61 contains 31279 members 
Mstep: Class 62 contains 10911 members 
Mstep: Class 63 contains 9621 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12637 members 
Mstep: Class 66 contains 7122 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24929 members 
Mstep: Class 69 contains 23856 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35621 members 
Mstep: Class 72 contains 22115 members 
Mstep: Class 73 contains 1404 members 
Mstep: Class 74 contains 4593 members 
Mstep: Class 75 contains 19507 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18417 members 
Mstep: Class 78 contains 12560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175928.000000 Penalty: 46951.042969
Iteration 489Q: 79 clusters Score -4.217593e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3379 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 13998 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17768 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2862 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6243 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5195 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13417 members 
Mstep: Class 38 contains 9627 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 6968 members 
Mstep: Class 43 contains 6240 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 19901 members 
Mstep: Class 47 contains 28391 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1907 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10319 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6750 members 
Mstep: Class 57 contains 2324 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16341 members 
Mstep: Class 61 contains 31559 members 
Mstep: Class 62 contains 10858 members 
Mstep: Class 63 contains 9598 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 12081 members 
Mstep: Class 66 contains 7142 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24933 members 
Mstep: Class 69 contains 23862 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35626 members 
Mstep: Class 72 contains 22111 members 
Mstep: Class 73 contains 1386 members 
Mstep: Class 74 contains 4596 members 
Mstep: Class 75 contains 19511 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18433 members 
Mstep: Class 78 contains 12548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175880.000000 Penalty: 46951.042969
Iteration 490Q: 79 clusters Score -4.217588e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6405 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14007 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48040 members 
Mstep: Class 14 contains 10272 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 6516 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2863 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6178 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5194 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13421 members 
Mstep: Class 38 contains 9581 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7085 members 
Mstep: Class 43 contains 6234 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 20363 members 
Mstep: Class 47 contains 28396 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1907 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10402 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6748 members 
Mstep: Class 57 contains 2324 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16290 members 
Mstep: Class 61 contains 31832 members 
Mstep: Class 62 contains 10827 members 
Mstep: Class 63 contains 9585 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11562 members 
Mstep: Class 66 contains 7161 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24933 members 
Mstep: Class 69 contains 23882 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35630 members 
Mstep: Class 72 contains 22105 members 
Mstep: Class 73 contains 1378 members 
Mstep: Class 74 contains 4586 members 
Mstep: Class 75 contains 19515 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18452 members 
Mstep: Class 78 contains 12529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175812.000000 Penalty: 46951.042969
Iteration 491Q: 79 clusters Score -4.217581e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14016 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 14 contains 10215 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17755 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6272 members 
Mstep: Class 28 contains 6367 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6117 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13426 members 
Mstep: Class 38 contains 9510 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7203 members 
Mstep: Class 43 contains 6223 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 20733 members 
Mstep: Class 47 contains 28397 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1911 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10476 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6745 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16211 members 
Mstep: Class 61 contains 32149 members 
Mstep: Class 62 contains 10764 members 
Mstep: Class 63 contains 9573 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 11132 members 
Mstep: Class 66 contains 7182 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24936 members 
Mstep: Class 69 contains 23892 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35632 members 
Mstep: Class 72 contains 22102 members 
Mstep: Class 73 contains 1367 members 
Mstep: Class 74 contains 4577 members 
Mstep: Class 75 contains 19523 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18500 members 
Mstep: Class 78 contains 12497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175744.000000 Penalty: 46951.042969
Iteration 492Q: 79 clusters Score -4.217574e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14020 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48043 members 
Mstep: Class 14 contains 10138 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17758 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1125 members 
Mstep: Class 27 contains 6271 members 
Mstep: Class 28 contains 6236 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 6054 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5199 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13427 members 
Mstep: Class 38 contains 9457 members 
Mstep: Class 39 contains 1312 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7297 members 
Mstep: Class 43 contains 6208 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 21135 members 
Mstep: Class 47 contains 28396 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1909 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10513 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6746 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16125 members 
Mstep: Class 61 contains 32446 members 
Mstep: Class 62 contains 10745 members 
Mstep: Class 63 contains 9566 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10746 members 
Mstep: Class 66 contains 7188 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24940 members 
Mstep: Class 69 contains 23906 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35638 members 
Mstep: Class 72 contains 22096 members 
Mstep: Class 73 contains 1359 members 
Mstep: Class 74 contains 4567 members 
Mstep: Class 75 contains 19523 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18555 members 
Mstep: Class 78 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175876.000000 Penalty: 46951.042969
Iteration 493Q: 79 clusters Score -4.217588e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14027 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48043 members 
Mstep: Class 14 contains 10065 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17765 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1124 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 6093 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5981 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5207 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13430 members 
Mstep: Class 38 contains 9401 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7394 members 
Mstep: Class 43 contains 6187 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 21393 members 
Mstep: Class 47 contains 28411 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1909 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10486 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6746 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16088 members 
Mstep: Class 61 contains 32740 members 
Mstep: Class 62 contains 10703 members 
Mstep: Class 63 contains 9558 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10535 members 
Mstep: Class 66 contains 7196 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24942 members 
Mstep: Class 69 contains 23913 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35646 members 
Mstep: Class 72 contains 22087 members 
Mstep: Class 73 contains 1358 members 
Mstep: Class 74 contains 4563 members 
Mstep: Class 75 contains 19539 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18598 members 
Mstep: Class 78 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175800.000000 Penalty: 46951.042969
Iteration 494Q: 79 clusters Score -4.21758e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14030 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48042 members 
Mstep: Class 14 contains 9992 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17771 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1123 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5955 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5895 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5222 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13435 members 
Mstep: Class 38 contains 9375 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7513 members 
Mstep: Class 43 contains 6164 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 21641 members 
Mstep: Class 47 contains 28437 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1912 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10421 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6744 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16086 members 
Mstep: Class 61 contains 32972 members 
Mstep: Class 62 contains 10656 members 
Mstep: Class 63 contains 9549 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10377 members 
Mstep: Class 66 contains 7197 members 
Mstep: Class 67 contains 17943 members 
Mstep: Class 68 contains 24940 members 
Mstep: Class 69 contains 23912 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35654 members 
Mstep: Class 72 contains 22079 members 
Mstep: Class 73 contains 1365 members 
Mstep: Class 74 contains 4566 members 
Mstep: Class 75 contains 19552 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18629 members 
Mstep: Class 78 contains 12283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175800.000000 Penalty: 46951.042969
Iteration 495Q: 79 clusters Score -4.21758e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2241 members 
Mstep: Class 11 contains 14035 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17785 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6213 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1122 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5806 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5803 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5232 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13446 members 
Mstep: Class 38 contains 9362 members 
Mstep: Class 39 contains 1314 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7623 members 
Mstep: Class 43 contains 6148 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 21865 members 
Mstep: Class 47 contains 28459 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1914 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10341 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6746 members 
Mstep: Class 57 contains 2325 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16093 members 
Mstep: Class 61 contains 33188 members 
Mstep: Class 62 contains 10632 members 
Mstep: Class 63 contains 9546 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10221 members 
Mstep: Class 66 contains 7212 members 
Mstep: Class 67 contains 17944 members 
Mstep: Class 68 contains 24943 members 
Mstep: Class 69 contains 23910 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35665 members 
Mstep: Class 72 contains 22073 members 
Mstep: Class 73 contains 1355 members 
Mstep: Class 74 contains 4566 members 
Mstep: Class 75 contains 19592 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18630 members 
Mstep: Class 78 contains 12224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175716.000000 Penalty: 46951.042969
Iteration 496Q: 79 clusters Score -4.217572e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6400 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3377 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 14044 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48034 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17795 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6218 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1120 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5679 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5719 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5241 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13462 members 
Mstep: Class 38 contains 9331 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7694 members 
Mstep: Class 43 contains 6132 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 22059 members 
Mstep: Class 47 contains 28505 members 
Mstep: Class 48 contains 2023 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1917 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10256 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6742 members 
Mstep: Class 57 contains 2326 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16119 members 
Mstep: Class 61 contains 33342 members 
Mstep: Class 62 contains 10646 members 
Mstep: Class 63 contains 9532 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10128 members 
Mstep: Class 66 contains 7221 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24943 members 
Mstep: Class 69 contains 23910 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35681 members 
Mstep: Class 72 contains 22068 members 
Mstep: Class 73 contains 1350 members 
Mstep: Class 74 contains 4573 members 
Mstep: Class 75 contains 19624 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18599 members 
Mstep: Class 78 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175516.000000 Penalty: 46951.042969
Iteration 497Q: 79 clusters Score -4.217552e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 14053 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 9753 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17802 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6219 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5545 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5650 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5246 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13468 members 
Mstep: Class 38 contains 9289 members 
Mstep: Class 39 contains 1307 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7778 members 
Mstep: Class 43 contains 6122 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 22270 members 
Mstep: Class 47 contains 28566 members 
Mstep: Class 48 contains 2024 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1918 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 10120 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6741 members 
Mstep: Class 57 contains 2326 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16157 members 
Mstep: Class 61 contains 33480 members 
Mstep: Class 62 contains 10632 members 
Mstep: Class 63 contains 9519 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10081 members 
Mstep: Class 66 contains 7226 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24947 members 
Mstep: Class 69 contains 23907 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35699 members 
Mstep: Class 72 contains 22061 members 
Mstep: Class 73 contains 1350 members 
Mstep: Class 74 contains 4580 members 
Mstep: Class 75 contains 19636 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18577 members 
Mstep: Class 78 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175428.000000 Penalty: 46951.042969
Iteration 498Q: 79 clusters Score -4.217543e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6397 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3376 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 14056 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 9670 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17807 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6218 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5426 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3073 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5596 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5250 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13465 members 
Mstep: Class 38 contains 9269 members 
Mstep: Class 39 contains 1308 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7842 members 
Mstep: Class 43 contains 6111 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 22499 members 
Mstep: Class 47 contains 28638 members 
Mstep: Class 48 contains 2024 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1917 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9965 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6742 members 
Mstep: Class 57 contains 2326 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16183 members 
Mstep: Class 61 contains 33606 members 
Mstep: Class 62 contains 10639 members 
Mstep: Class 63 contains 9512 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10039 members 
Mstep: Class 66 contains 7239 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24942 members 
Mstep: Class 69 contains 23911 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35718 members 
Mstep: Class 72 contains 22058 members 
Mstep: Class 73 contains 1341 members 
Mstep: Class 74 contains 4582 members 
Mstep: Class 75 contains 19658 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18529 members 
Mstep: Class 78 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175284.000000 Penalty: 46951.042969
Iteration 499Q: 79 clusters Score -4.217528e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 12176 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 48036 members 
Mstep: Class 14 contains 9591 members 
Mstep: Class 15 contains 826 members 
Mstep: Class 16 contains 538 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 1250 members 
Mstep: Class 20 contains 17814 members 
Mstep: Class 21 contains 256 members 
Mstep: Class 22 contains 6218 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 664 members 
Mstep: Class 25 contains 893 members 
Mstep: Class 26 contains 1119 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 5285 members 
Mstep: Class 29 contains 1980 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 2864 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 5541 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 5261 members 
Mstep: Class 36 contains 311 members 
Mstep: Class 37 contains 13475 members 
Mstep: Class 38 contains 9290 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 582 members 
Mstep: Class 42 contains 7895 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 157 members 
Mstep: Class 45 contains 1006 members 
Mstep: Class 46 contains 22695 members 
Mstep: Class 47 contains 28735 members 
Mstep: Class 48 contains 2024 members 
Mstep: Class 49 contains 352 members 
Mstep: Class 50 contains 403 members 
Mstep: Class 51 contains 1918 members 
Mstep: Class 52 contains 220 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 9793 members 
Mstep: Class 55 contains 218 members 
Mstep: Class 56 contains 6741 members 
Mstep: Class 57 contains 2326 members 
Mstep: Class 58 contains 537 members 
Mstep: Class 59 contains 190 members 
Mstep: Class 60 contains 16173 members 
Mstep: Class 61 contains 33718 members 
Mstep: Class 62 contains 10658 members 
Mstep: Class 63 contains 9507 members 
Mstep: Class 64 contains 118 members 
Mstep: Class 65 contains 10037 members 
Mstep: Class 66 contains 7251 members 
Mstep: Class 67 contains 17942 members 
Mstep: Class 68 contains 24938 members 
Mstep: Class 69 contains 23915 members 
Mstep: Class 70 contains 349 members 
Mstep: Class 71 contains 35732 members 
Mstep: Class 72 contains 22050 members 
Mstep: Class 73 contains 1334 members 
Mstep: Class 74 contains 4576 members 
Mstep: Class 75 contains 19662 members 
Mstep: Class 76 contains 90 members 
Mstep: Class 77 contains 18467 members 
Mstep: Class 78 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175156.000000 Penalty: 46951.042969
Iteration 500F: 79 clusters Score -4.217516e+07 nChanged 1285
Maximum iterations exceeded
--- Evaluating fit on full set of 1669416 points ---
Entering Unmasked Estep 
Score: -126764896.000000 Penalty: 50850.019531
21->79 Clusters: Score -126764896.000000, best is -126781448.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 556472 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 26644 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 26636 members 
Mstep: Class 5 contains 26696 members 
Mstep: Class 6 contains 26453 members 
Mstep: Class 7 contains 26472 members 
Mstep: Class 8 contains 26228 members 
Mstep: Class 9 contains 26370 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 26592 members 
Mstep: Class 12 contains 26590 members 
Mstep: Class 13 contains 26867 members 
Mstep: Class 14 contains 26285 members 
Mstep: Class 15 contains 26613 members 
Mstep: Class 16 contains 26697 members 
Mstep: Class 17 contains 26737 members 
Mstep: Class 18 contains 26253 members 
Mstep: Class 19 contains 26132 members 
Mstep: Class 20 contains 26441 members 
Mstep: Class 21 contains 26437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 60.492863 but Gain 601.936523
Score: -33427690.000000 Penalty: 12038.728516
Iteration 0F: 21 clusters Score -3.342769e+07 nChanged 530234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2676 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 4 contains 88692 members 
Mstep: Class 5 contains 798 members 
Mstep: Class 6 contains 12969 members 
Mstep: Class 7 contains 342 members 
Mstep: Class 8 contains 747 members 
Mstep: Class 9 contains 810 members 
Mstep: Class 10 contains 396 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 7253 members 
Mstep: Class 14 contains 268977 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 203 members 
Mstep: Class 18 contains 542 members 
Mstep: Class 19 contains 656 members 
Mstep: Class 20 contains 125 members 
Mstep: Class 21 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 327.133514 but Gain 601.936523
Score: -39896160.000000 Penalty: 11436.791992
Iteration 1F: 20 clusters Score -3.989616e+07 nChanged 240871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1632 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 4 contains 203170 members 
Mstep: Class 5 contains 924 members 
Mstep: Class 6 contains 13787 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 685 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 121831 members 
Mstep: Class 15 contains 200523 members 
Mstep: Class 16 contains 1297 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40221392.000000 Penalty: 11436.791992
Iteration 2F: 20 clusters Score -4.022139e+07 nChanged 167425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1282 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 4 contains 181462 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 33299 members 
Mstep: Class 7 contains 583 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 597 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 581 members 
Mstep: Class 13 contains 3402 members 
Mstep: Class 14 contains 128182 members 
Mstep: Class 15 contains 195514 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 759 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 496.778625 but Gain 601.936523
Score: -40597072.000000 Penalty: 10834.855469
Iteration 3F: 19 clusters Score -4.059707e+07 nChanged 130651
Entering Unmasked Mstep 
Mstep: Class 0 contains 973 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 4 contains 173615 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 72182 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 588 members 
Mstep: Class 13 contains 4002 members 
Mstep: Class 14 contains 108131 members 
Mstep: Class 15 contains 179667 members 
Mstep: Class 16 contains 2130 members 
Mstep: Class 17 contains 599 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 19 contains 818 members 
Mstep: Class 20 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41099628.000000 Penalty: 10834.855469
Iteration 4F: 19 clusters Score -4.109963e+07 nChanged 90173
Entering Unmasked Mstep 
Mstep: Class 0 contains 661 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 4 contains 162868 members 
Mstep: Class 5 contains 1072 members 
Mstep: Class 6 contains 119865 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 646 members 
Mstep: Class 13 contains 4381 members 
Mstep: Class 14 contains 77746 members 
Mstep: Class 15 contains 164765 members 
Mstep: Class 16 contains 3342 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 843 members 
Mstep: Class 20 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41244668.000000 Penalty: 10834.855469
Iteration 5F: 19 clusters Score -4.124467e+07 nChanged 66335
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 4 contains 145754 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 128654 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 588 members 
Mstep: Class 10 contains 678 members 
Mstep: Class 11 contains 631 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 81976 members 
Mstep: Class 15 contains 158925 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 647 members 
Mstep: Class 18 contains 5666 members 
Mstep: Class 19 contains 960 members 
Mstep: Class 20 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41306008.000000 Penalty: 10834.855469
Iteration 6F: 19 clusters Score -4.130601e+07 nChanged 46011
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 4 contains 127613 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 134488 members 
Mstep: Class 7 contains 625 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 719 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 86332 members 
Mstep: Class 15 contains 154470 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 9939 members 
Mstep: Class 19 contains 1157 members 
Mstep: Class 20 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41374552.000000 Penalty: 10834.855469
Iteration 7F: 19 clusters Score -4.137455e+07 nChanged 37698
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 4 contains 120017 members 
Mstep: Class 5 contains 936 members 
Mstep: Class 6 contains 136258 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 901 members 
Mstep: Class 13 contains 4226 members 
Mstep: Class 14 contains 82758 members 
Mstep: Class 15 contains 149619 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 751 members 
Mstep: Class 18 contains 15526 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41442044.000000 Penalty: 10834.855469
Iteration 8F: 19 clusters Score -4.144204e+07 nChanged 32267
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 4 contains 119864 members 
Mstep: Class 5 contains 867 members 
Mstep: Class 6 contains 133034 members 
Mstep: Class 7 contains 638 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 1126 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 3985 members 
Mstep: Class 14 contains 75848 members 
Mstep: Class 15 contains 144712 members 
Mstep: Class 16 contains 4320 members 
Mstep: Class 17 contains 830 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 1877 members 
Mstep: Class 20 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41483388.000000 Penalty: 10834.855469
Iteration 9F: 19 clusters Score -4.148339e+07 nChanged 29852
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 4 contains 118756 members 
Mstep: Class 5 contains 856 members 
Mstep: Class 6 contains 128351 members 
Mstep: Class 7 contains 645 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 3849 members 
Mstep: Class 14 contains 71149 members 
Mstep: Class 15 contains 139962 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 901 members 
Mstep: Class 18 contains 29984 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 20 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41521640.000000 Penalty: 10834.855469
Iteration 10F: 19 clusters Score -4.152164e+07 nChanged 28388
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 4 contains 116207 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 6 contains 122320 members 
Mstep: Class 7 contains 652 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 1282 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 1006 members 
Mstep: Class 13 contains 3832 members 
Mstep: Class 14 contains 68712 members 
Mstep: Class 15 contains 135509 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 38855 members 
Mstep: Class 19 contains 2308 members 
Mstep: Class 20 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41558920.000000 Penalty: 10834.855469
Iteration 11F: 19 clusters Score -4.155892e+07 nChanged 28533
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 4 contains 113661 members 
Mstep: Class 5 contains 879 members 
Mstep: Class 6 contains 115045 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 10 contains 1322 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 14 contains 66733 members 
Mstep: Class 15 contains 131542 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 985 members 
Mstep: Class 18 contains 48898 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41594112.000000 Penalty: 10834.855469
Iteration 12F: 19 clusters Score -4.159411e+07 nChanged 27069
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 4 contains 112436 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 107367 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 1528 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 1298 members 
Mstep: Class 12 contains 1051 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 63817 members 
Mstep: Class 15 contains 128341 members 
Mstep: Class 16 contains 4505 members 
Mstep: Class 17 contains 1032 members 
Mstep: Class 18 contains 59584 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 1355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41621404.000000 Penalty: 10834.855469
Iteration 13Q: 19 clusters Score -4.16214e+07 nChanged 23623
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 4 contains 111761 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 99757 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 1389 members 
Mstep: Class 12 contains 1064 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 61327 members 
Mstep: Class 15 contains 125985 members 
Mstep: Class 16 contains 4714 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 69662 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 1325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41641236.000000 Penalty: 10834.855469
Iteration 14Q: 19 clusters Score -4.164124e+07 nChanged 19746
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 67877 members 
Mstep: Class 4 contains 111244 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 92640 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 1280 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 1055 members 
Mstep: Class 13 contains 3764 members 
Mstep: Class 14 contains 59849 members 
Mstep: Class 15 contains 124300 members 
Mstep: Class 16 contains 5086 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 78175 members 
Mstep: Class 19 contains 2698 members 
Mstep: Class 20 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41649484.000000 Penalty: 10834.855469
Iteration 15Q: 19 clusters Score -4.164948e+07 nChanged 16752
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 4 contains 111090 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 86785 members 
Mstep: Class 7 contains 818 members 
Mstep: Class 8 contains 741 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 59113 members 
Mstep: Class 15 contains 123029 members 
Mstep: Class 16 contains 5669 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 84142 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41659600.000000 Penalty: 10834.855469
Iteration 16Q: 19 clusters Score -4.16596e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 4 contains 111326 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 81579 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 990 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 58560 members 
Mstep: Class 15 contains 121844 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 88525 members 
Mstep: Class 19 contains 2992 members 
Mstep: Class 20 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41657384.000000 Penalty: 10834.855469
Iteration 17Q: 19 clusters Score -4.165738e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 4 contains 111987 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 77192 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 3889 members 
Mstep: Class 14 contains 57687 members 
Mstep: Class 15 contains 120818 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 91894 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41649048.000000 Penalty: 10834.855469
Iteration 18Q: 19 clusters Score -4.164905e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 4 contains 112698 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 6 contains 74208 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 1116 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 12 contains 962 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 56792 members 
Mstep: Class 15 contains 119969 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 93859 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 1280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41646452.000000 Penalty: 10834.855469
Iteration 19Q: 19 clusters Score -4.164645e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 4 contains 113359 members 
Mstep: Class 5 contains 1158 members 
Mstep: Class 6 contains 71971 members 
Mstep: Class 7 contains 941 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 6083 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 1101 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 55921 members 
Mstep: Class 15 contains 119413 members 
Mstep: Class 16 contains 7219 members 
Mstep: Class 17 contains 1200 members 
Mstep: Class 18 contains 95225 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 1284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41647420.000000 Penalty: 10834.855469
Iteration 20F: 19 clusters Score -4.164742e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 4 contains 113915 members 
Mstep: Class 5 contains 1169 members 
Mstep: Class 6 contains 70068 members 
Mstep: Class 7 contains 922 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 55094 members 
Mstep: Class 15 contains 118809 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 1216 members 
Mstep: Class 18 contains 95880 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 1275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41651240.000000 Penalty: 10834.855469
Iteration 21Q: 19 clusters Score -4.165124e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 4 contains 114354 members 
Mstep: Class 5 contains 1157 members 
Mstep: Class 6 contains 68311 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 10112 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 953 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 54400 members 
Mstep: Class 15 contains 117680 members 
Mstep: Class 16 contains 8183 members 
Mstep: Class 17 contains 1215 members 
Mstep: Class 18 contains 96081 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 20 contains 1266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41656808.000000 Penalty: 10834.855469
Iteration 22Q: 19 clusters Score -4.165681e+07 nChanged 9305
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 4 contains 114802 members 
Mstep: Class 5 contains 1145 members 
Mstep: Class 6 contains 66984 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 12341 members 
Mstep: Class 10 contains 1515 members 
Mstep: Class 11 contains 1346 members 
Mstep: Class 12 contains 909 members 
Mstep: Class 13 contains 3838 members 
Mstep: Class 14 contains 53721 members 
Mstep: Class 15 contains 116296 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 1222 members 
Mstep: Class 18 contains 95719 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41662016.000000 Penalty: 10834.855469
Iteration 23Q: 19 clusters Score -4.166202e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 4 contains 115210 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 65684 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 738 members 
Mstep: Class 9 contains 14399 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 53106 members 
Mstep: Class 15 contains 114756 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 95469 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41666588.000000 Penalty: 10834.855469
Iteration 24Q: 19 clusters Score -4.166659e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 4 contains 115495 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 6 contains 64517 members 
Mstep: Class 7 contains 867 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 16063 members 
Mstep: Class 10 contains 1671 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 830 members 
Mstep: Class 13 contains 3842 members 
Mstep: Class 14 contains 52629 members 
Mstep: Class 15 contains 112921 members 
Mstep: Class 16 contains 11222 members 
Mstep: Class 17 contains 1240 members 
Mstep: Class 18 contains 95245 members 
Mstep: Class 19 contains 2965 members 
Mstep: Class 20 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672460.000000 Penalty: 10834.855469
Iteration 25Q: 19 clusters Score -4.167246e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 4 contains 115689 members 
Mstep: Class 5 contains 1154 members 
Mstep: Class 6 contains 63554 members 
Mstep: Class 7 contains 875 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 16908 members 
Mstep: Class 10 contains 1714 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 804 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 52200 members 
Mstep: Class 15 contains 110752 members 
Mstep: Class 16 contains 13664 members 
Mstep: Class 17 contains 1244 members 
Mstep: Class 18 contains 95113 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41681332.000000 Penalty: 10834.855469
Iteration 26Q: 19 clusters Score -4.168133e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 4 contains 115776 members 
Mstep: Class 5 contains 1173 members 
Mstep: Class 6 contains 62769 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 1834 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 3809 members 
Mstep: Class 14 contains 51894 members 
Mstep: Class 15 contains 108054 members 
Mstep: Class 16 contains 16715 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 94832 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 1240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41690776.000000 Penalty: 10834.855469
Iteration 27Q: 19 clusters Score -4.169078e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 4 contains 115775 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 62104 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 18235 members 
Mstep: Class 10 contains 1744 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 3796 members 
Mstep: Class 14 contains 51674 members 
Mstep: Class 15 contains 104924 members 
Mstep: Class 16 contains 19942 members 
Mstep: Class 17 contains 1241 members 
Mstep: Class 18 contains 94358 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 1237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41702248.000000 Penalty: 10834.855469
Iteration 28Q: 19 clusters Score -4.170225e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 4 contains 115797 members 
Mstep: Class 5 contains 1213 members 
Mstep: Class 6 contains 61508 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 18988 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 3791 members 
Mstep: Class 14 contains 51552 members 
Mstep: Class 15 contains 100833 members 
Mstep: Class 16 contains 23438 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 93765 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41711140.000000 Penalty: 10834.855469
Iteration 29Q: 19 clusters Score -4.171114e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 4 contains 115836 members 
Mstep: Class 5 contains 1232 members 
Mstep: Class 6 contains 60994 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 19909 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 51449 members 
Mstep: Class 15 contains 96548 members 
Mstep: Class 16 contains 26658 members 
Mstep: Class 17 contains 1257 members 
Mstep: Class 18 contains 93210 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 20 contains 1226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41717860.000000 Penalty: 10834.855469
Iteration 30Q: 19 clusters Score -4.171786e+07 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 4 contains 115824 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 60429 members 
Mstep: Class 7 contains 930 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 20936 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 51455 members 
Mstep: Class 15 contains 92281 members 
Mstep: Class 16 contains 29275 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 92488 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 20 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41726832.000000 Penalty: 10834.855469
Iteration 31Q: 19 clusters Score -4.172683e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 4 contains 115765 members 
Mstep: Class 5 contains 1263 members 
Mstep: Class 6 contains 59737 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 22097 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 51649 members 
Mstep: Class 15 contains 89581 members 
Mstep: Class 16 contains 31063 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 91444 members 
Mstep: Class 19 contains 2819 members 
Mstep: Class 20 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41735460.000000 Penalty: 10834.855469
Iteration 32Q: 19 clusters Score -4.173546e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 4 contains 115724 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 58934 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 23323 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 2940 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 3812 members 
Mstep: Class 14 contains 51929 members 
Mstep: Class 15 contains 87797 members 
Mstep: Class 16 contains 32229 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 90070 members 
Mstep: Class 19 contains 2824 members 
Mstep: Class 20 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41742076.000000 Penalty: 10834.855469
Iteration 33Q: 19 clusters Score -4.174208e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 4 contains 115623 members 
Mstep: Class 5 contains 1313 members 
Mstep: Class 6 contains 58114 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 24505 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 52292 members 
Mstep: Class 15 contains 86870 members 
Mstep: Class 16 contains 33050 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 88691 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41747676.000000 Penalty: 10834.855469
Iteration 34Q: 19 clusters Score -4.174768e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 4 contains 115533 members 
Mstep: Class 5 contains 1347 members 
Mstep: Class 6 contains 57402 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 25714 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 3820 members 
Mstep: Class 14 contains 52624 members 
Mstep: Class 15 contains 86095 members 
Mstep: Class 16 contains 33716 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 87205 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41750680.000000 Penalty: 10834.855469
Iteration 35Q: 19 clusters Score -4.175068e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 4 contains 115488 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 57065 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 27029 members 
Mstep: Class 10 contains 2130 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 52854 members 
Mstep: Class 15 contains 85745 members 
Mstep: Class 16 contains 34307 members 
Mstep: Class 17 contains 1339 members 
Mstep: Class 18 contains 85258 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41754416.000000 Penalty: 10834.855469
Iteration 36Q: 19 clusters Score -4.175442e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 4 contains 115406 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 56942 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 28398 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 53064 members 
Mstep: Class 15 contains 85416 members 
Mstep: Class 16 contains 34854 members 
Mstep: Class 17 contains 1359 members 
Mstep: Class 18 contains 83087 members 
Mstep: Class 19 contains 2783 members 
Mstep: Class 20 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41756008.000000 Penalty: 10834.855469
Iteration 37Q: 19 clusters Score -4.175601e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 4 contains 115343 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 57023 members 
Mstep: Class 7 contains 1178 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 29801 members 
Mstep: Class 10 contains 2117 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 637 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 53218 members 
Mstep: Class 15 contains 85221 members 
Mstep: Class 16 contains 35504 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 80666 members 
Mstep: Class 19 contains 2744 members 
Mstep: Class 20 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41755544.000000 Penalty: 10834.855469
Iteration 38Q: 19 clusters Score -4.175554e+07 nChanged 6946
Entering ConstructFrom: 
Score: -41755544.000000 Penalty: 10834.855469
Entering ConstructFrom: 
Trying to split cluster 1 (79867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Entering Unmasked Estep 
Score: -6133297.000000 Penalty: 513.609375
	Iteration 0F: 2 clusters Score -6133297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -6117106.500000 Penalty: 1027.218750
	Iteration 0F: 3 clusters Score -6117106 nChanged 39174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -6146117.000000 Penalty: 1027.218750
	Iteration 1F: 3 clusters Score -6146117 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -6148590.500000 Penalty: 1027.218750
	Iteration 2F: 3 clusters Score -6148590 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6153432.000000 Penalty: 1027.218750
	Iteration 3F: 3 clusters Score -6153432 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6159597.500000 Penalty: 1027.218750
	Iteration 4F: 3 clusters Score -6159598 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -6162916.000000 Penalty: 1027.218750
	Iteration 5F: 3 clusters Score -6162916 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6163656.500000 Penalty: 1027.218750
	Iteration 6Q: 3 clusters Score -6163656 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6163746.500000 Penalty: 1027.218750
	Iteration 7Q: 3 clusters Score -6163746 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6163841.500000 Penalty: 1027.218750
	Iteration 8Q: 3 clusters Score -6163842 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6163954.500000 Penalty: 1027.218750
	Iteration 9Q: 3 clusters Score -6163954 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -6164068.500000 Penalty: 1027.218750
	Iteration 10Q: 3 clusters Score -6164068 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -6164376.000000 Penalty: 1027.218750
	Iteration 11Q: 3 clusters Score -6164376 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -6164533.500000 Penalty: 1027.218750
	Iteration 12Q: 3 clusters Score -6164534 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6164692.000000 Penalty: 1027.218750
	Iteration 13Q: 3 clusters Score -6164692 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -6164878.000000 Penalty: 1027.218750
	Iteration 14Q: 3 clusters Score -6164878 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -6165069.500000 Penalty: 1027.218750
	Iteration 15Q: 3 clusters Score -6165070 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6165184.500000 Penalty: 1027.218750
	Iteration 16Q: 3 clusters Score -6165184 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -6165251.000000 Penalty: 1027.218750
	Iteration 17Q: 3 clusters Score -6165251 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6165398.500000 Penalty: 1027.218750
	Iteration 18Q: 3 clusters Score -6165398 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6165596.500000 Penalty: 1027.218750
	Iteration 19Q: 3 clusters Score -6165596 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6165749.000000 Penalty: 1027.218750
	Iteration 20F: 3 clusters Score -6165749 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -6166010.500000 Penalty: 1027.218750
	Iteration 21Q: 3 clusters Score -6166010 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6166284.000000 Penalty: 1027.218750
	Iteration 22Q: 3 clusters Score -6166284 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6166461.500000 Penalty: 1027.218750
	Iteration 23Q: 3 clusters Score -6166462 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -6166678.000000 Penalty: 1027.218750
	Iteration 24Q: 3 clusters Score -6166678 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -6166854.500000 Penalty: 1027.218750
	Iteration 25Q: 3 clusters Score -6166854 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6167166.500000 Penalty: 1027.218750
	Iteration 26Q: 3 clusters Score -6167166 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6167390.000000 Penalty: 1027.218750
	Iteration 27Q: 3 clusters Score -6167390 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6167646.500000 Penalty: 1027.218750
	Iteration 28Q: 3 clusters Score -6167646 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -6167886.000000 Penalty: 1027.218750
	Iteration 29Q: 3 clusters Score -6167886 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6168132.000000 Penalty: 1027.218750
	Iteration 30Q: 3 clusters Score -6168132 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6168333.000000 Penalty: 1027.218750
	Iteration 31Q: 3 clusters Score -6168333 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6168644.000000 Penalty: 1027.218750
	Iteration 32Q: 3 clusters Score -6168644 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -6168815.000000 Penalty: 1027.218750
	Iteration 33Q: 3 clusters Score -6168815 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -6168956.500000 Penalty: 1027.218750
	Iteration 34Q: 3 clusters Score -6168956 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -6169100.000000 Penalty: 1027.218750
	Iteration 35Q: 3 clusters Score -6169100 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -6169162.000000 Penalty: 1027.218750
	Iteration 36Q: 3 clusters Score -6169162 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -6169268.000000 Penalty: 1027.218750
	Iteration 37Q: 3 clusters Score -6169268 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -6169372.000000 Penalty: 1027.218750
	Iteration 38Q: 3 clusters Score -6169372 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -6169428.500000 Penalty: 1027.218750
	Iteration 39Q: 3 clusters Score -6169428 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -6169501.500000 Penalty: 1027.218750
	Iteration 40F: 3 clusters Score -6169502 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -6169566.000000 Penalty: 1027.218750
	Iteration 41Q: 3 clusters Score -6169566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -6169558.500000 Penalty: 1027.218750
	Iteration 42Q: 3 clusters Score -6169558 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -6169612.000000 Penalty: 1027.218750
	Iteration 43Q: 3 clusters Score -6169612 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -6169629.000000 Penalty: 1027.218750
	Iteration 44Q: 3 clusters Score -6169629 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -6169658.000000 Penalty: 1027.218750
	Iteration 45Q: 3 clusters Score -6169658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -6169686.500000 Penalty: 1027.218750
	Iteration 46Q: 3 clusters Score -6169686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6169669.500000 Penalty: 1027.218750
	Iteration 47Q: 3 clusters Score -6169670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -6169665.500000 Penalty: 1027.218750
	Iteration 48Q: 3 clusters Score -6169666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -6169686.000000 Penalty: 1027.218750
	Iteration 49Q: 3 clusters Score -6169686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6169693.500000 Penalty: 1027.218750
	Iteration 50Q: 3 clusters Score -6169694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6169689.500000 Penalty: 1027.218750
	Iteration 51Q: 3 clusters Score -6169690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169720.000000 Penalty: 1027.218750
	Iteration 52Q: 3 clusters Score -6169720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6169731.000000 Penalty: 1027.218750
	Iteration 53Q: 3 clusters Score -6169731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169731.000000 Penalty: 1027.218750
	Iteration 54Q: 3 clusters Score -6169731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6169726.500000 Penalty: 1027.218750
	Iteration 55Q: 3 clusters Score -6169726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -6169730.000000 Penalty: 1027.218750
	Iteration 56Q: 3 clusters Score -6169730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -6169744.000000 Penalty: 1027.218750
	Iteration 57Q: 3 clusters Score -6169744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6169749.000000 Penalty: 1027.218750
	Iteration 58Q: 3 clusters Score -6169749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6169740.500000 Penalty: 1027.218750
	Iteration 59Q: 3 clusters Score -6169740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6169746.000000 Penalty: 1027.218750
	Iteration 60F: 3 clusters Score -6169746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6169759.000000 Penalty: 1027.218750
	Iteration 61Q: 3 clusters Score -6169759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -6169754.500000 Penalty: 1027.218750
	Iteration 62Q: 3 clusters Score -6169754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -6169745.500000 Penalty: 1027.218750
	Iteration 63Q: 3 clusters Score -6169746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6169744.500000 Penalty: 1027.218750
	Iteration 64Q: 3 clusters Score -6169744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6169752.500000 Penalty: 1027.218750
	Iteration 65Q: 3 clusters Score -6169752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169745.500000 Penalty: 1027.218750
	Iteration 66Q: 3 clusters Score -6169746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -6169750.500000 Penalty: 1027.218750
	Iteration 67Q: 3 clusters Score -6169750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169743.000000 Penalty: 1027.218750
	Iteration 68Q: 3 clusters Score -6169743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169737.500000 Penalty: 1027.218750
	Iteration 69Q: 3 clusters Score -6169738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6169736.500000 Penalty: 1027.218750
	Iteration 70Q: 3 clusters Score -6169736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6169733.000000 Penalty: 1027.218750
	Iteration 71Q: 3 clusters Score -6169733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6169738.000000 Penalty: 1027.218750
	Iteration 72Q: 3 clusters Score -6169738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -6169738.000000 Penalty: 1027.218750
	Iteration 73F: 3 clusters Score -6169738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 4 contains 115312 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 57585 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Entering Unmasked Estep 
Score: -41794684.000000 Penalty: 11436.791992
Splitting cluster 1 changes total score from -41755544.000000 to -41794684.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (115312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115312 members 
Entering Unmasked Estep 
Score: -9067765.000000 Penalty: 530.320557
	Iteration 0F: 2 clusters Score -9067765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -9075258.000000 Penalty: 1060.641113
	Iteration 0F: 3 clusters Score -9075258 nChanged 56927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -9116480.000000 Penalty: 1060.641113
	Iteration 1F: 3 clusters Score -9116480 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -9127344.000000 Penalty: 1060.641113
	Iteration 2F: 3 clusters Score -9127344 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -9124589.000000 Penalty: 1060.641113
	Iteration 3F: 3 clusters Score -9124589 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -9127511.000000 Penalty: 1060.641113
	Iteration 4Q: 3 clusters Score -9127511 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 70630 members 
Entering Unmasked Estep 
Score: -9127160.000000 Penalty: 1060.641113
	Iteration 5Q: 3 clusters Score -9127160 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -9127293.000000 Penalty: 1060.641113
	Iteration 6Q: 3 clusters Score -9127293 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -9127882.000000 Penalty: 1060.641113
	Iteration 7Q: 3 clusters Score -9127882 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -9128231.000000 Penalty: 1060.641113
	Iteration 8Q: 3 clusters Score -9128231 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -9128660.000000 Penalty: 1060.641113
	Iteration 9Q: 3 clusters Score -9128660 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -9128535.000000 Penalty: 1060.641113
	Iteration 10Q: 3 clusters Score -9128535 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -9128519.000000 Penalty: 1060.641113
	Iteration 11Q: 3 clusters Score -9128519 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -9128344.000000 Penalty: 1060.641113
	Iteration 12Q: 3 clusters Score -9128344 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -9128042.000000 Penalty: 1060.641113
	Iteration 13Q: 3 clusters Score -9128042 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -9128019.000000 Penalty: 1060.641113
	Iteration 14Q: 3 clusters Score -9128019 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -9127935.000000 Penalty: 1060.641113
	Iteration 15Q: 3 clusters Score -9127935 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -9127872.000000 Penalty: 1060.641113
	Iteration 16Q: 3 clusters Score -9127872 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -9127555.000000 Penalty: 1060.641113
	Iteration 17Q: 3 clusters Score -9127555 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -9127451.000000 Penalty: 1060.641113
	Iteration 18Q: 3 clusters Score -9127451 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -9127562.000000 Penalty: 1060.641113
	Iteration 19Q: 3 clusters Score -9127562 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -9127531.000000 Penalty: 1060.641113
	Iteration 20F: 3 clusters Score -9127531 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -9127649.000000 Penalty: 1060.641113
	Iteration 21Q: 3 clusters Score -9127649 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -9127727.000000 Penalty: 1060.641113
	Iteration 22Q: 3 clusters Score -9127727 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -9127587.000000 Penalty: 1060.641113
	Iteration 23Q: 3 clusters Score -9127587 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9127419.000000 Penalty: 1060.641113
	Iteration 24Q: 3 clusters Score -9127419 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -9127312.000000 Penalty: 1060.641113
	Iteration 25Q: 3 clusters Score -9127312 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -9127276.000000 Penalty: 1060.641113
	Iteration 26Q: 3 clusters Score -9127276 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9127290.000000 Penalty: 1060.641113
	Iteration 27Q: 3 clusters Score -9127290 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -9127180.000000 Penalty: 1060.641113
	Iteration 28Q: 3 clusters Score -9127180 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -9127211.000000 Penalty: 1060.641113
	Iteration 29Q: 3 clusters Score -9127211 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -9127087.000000 Penalty: 1060.641113
	Iteration 30Q: 3 clusters Score -9127087 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 71752 members 
Entering Unmasked Estep 
Score: -9126840.000000 Penalty: 1060.641113
	Iteration 31Q: 3 clusters Score -9126840 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -9126861.000000 Penalty: 1060.641113
	Iteration 32Q: 3 clusters Score -9126861 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -9126645.000000 Penalty: 1060.641113
	Iteration 33Q: 3 clusters Score -9126645 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9126485.000000 Penalty: 1060.641113
	Iteration 34Q: 3 clusters Score -9126485 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -9126325.000000 Penalty: 1060.641113
	Iteration 35Q: 3 clusters Score -9126325 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 71415 members 
Entering Unmasked Estep 
Score: -9126189.000000 Penalty: 1060.641113
	Iteration 36Q: 3 clusters Score -9126189 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -9125995.000000 Penalty: 1060.641113
	Iteration 37Q: 3 clusters Score -9125995 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 71307 members 
Entering Unmasked Estep 
Score: -9125802.000000 Penalty: 1060.641113
	Iteration 38Q: 3 clusters Score -9125802 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -9125620.000000 Penalty: 1060.641113
	Iteration 39Q: 3 clusters Score -9125620 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -9125464.000000 Penalty: 1060.641113
	Iteration 40F: 3 clusters Score -9125464 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -9125285.000000 Penalty: 1060.641113
	Iteration 41Q: 3 clusters Score -9125285 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -9125072.000000 Penalty: 1060.641113
	Iteration 42Q: 3 clusters Score -9125072 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -9124812.000000 Penalty: 1060.641113
	Iteration 43Q: 3 clusters Score -9124812 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -9124660.000000 Penalty: 1060.641113
	Iteration 44Q: 3 clusters Score -9124660 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -9124431.000000 Penalty: 1060.641113
	Iteration 45Q: 3 clusters Score -9124431 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -9124319.000000 Penalty: 1060.641113
	Iteration 46Q: 3 clusters Score -9124319 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -9124193.000000 Penalty: 1060.641113
	Iteration 47Q: 3 clusters Score -9124193 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -9124033.000000 Penalty: 1060.641113
	Iteration 48Q: 3 clusters Score -9124033 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9123909.000000 Penalty: 1060.641113
	Iteration 49Q: 3 clusters Score -9123909 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -9123663.000000 Penalty: 1060.641113
	Iteration 50Q: 3 clusters Score -9123663 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -9123541.000000 Penalty: 1060.641113
	Iteration 51Q: 3 clusters Score -9123541 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -9123360.000000 Penalty: 1060.641113
	Iteration 52Q: 3 clusters Score -9123360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -9123261.000000 Penalty: 1060.641113
	Iteration 53Q: 3 clusters Score -9123261 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -9123115.000000 Penalty: 1060.641113
	Iteration 54Q: 3 clusters Score -9123115 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -9122997.000000 Penalty: 1060.641113
	Iteration 55Q: 3 clusters Score -9122997 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9122815.000000 Penalty: 1060.641113
	Iteration 56Q: 3 clusters Score -9122815 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9122609.000000 Penalty: 1060.641113
	Iteration 57Q: 3 clusters Score -9122609 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9122570.000000 Penalty: 1060.641113
	Iteration 58Q: 3 clusters Score -9122570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -9122474.000000 Penalty: 1060.641113
	Iteration 59Q: 3 clusters Score -9122474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -9122373.000000 Penalty: 1060.641113
	Iteration 60F: 3 clusters Score -9122373 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -9122227.000000 Penalty: 1060.641113
	Iteration 61Q: 3 clusters Score -9122227 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -9122077.000000 Penalty: 1060.641113
	Iteration 62Q: 3 clusters Score -9122077 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -9121909.000000 Penalty: 1060.641113
	Iteration 63Q: 3 clusters Score -9121909 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -9121794.000000 Penalty: 1060.641113
	Iteration 64Q: 3 clusters Score -9121794 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9121612.000000 Penalty: 1060.641113
	Iteration 65Q: 3 clusters Score -9121612 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -9121561.000000 Penalty: 1060.641113
	Iteration 66Q: 3 clusters Score -9121561 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9121423.000000 Penalty: 1060.641113
	Iteration 67Q: 3 clusters Score -9121423 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -9121320.000000 Penalty: 1060.641113
	Iteration 68Q: 3 clusters Score -9121320 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -9121339.000000 Penalty: 1060.641113
	Iteration 69Q: 3 clusters Score -9121339 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -9121177.000000 Penalty: 1060.641113
	Iteration 70Q: 3 clusters Score -9121177 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -9121067.000000 Penalty: 1060.641113
	Iteration 71Q: 3 clusters Score -9121067 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -9120946.000000 Penalty: 1060.641113
	Iteration 72Q: 3 clusters Score -9120946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9120881.000000 Penalty: 1060.641113
	Iteration 73Q: 3 clusters Score -9120881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -9120821.000000 Penalty: 1060.641113
	Iteration 74Q: 3 clusters Score -9120821 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -9120791.000000 Penalty: 1060.641113
	Iteration 75Q: 3 clusters Score -9120791 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -9120734.000000 Penalty: 1060.641113
	Iteration 76Q: 3 clusters Score -9120734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -9120603.000000 Penalty: 1060.641113
	Iteration 77Q: 3 clusters Score -9120603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -9120685.000000 Penalty: 1060.641113
	Iteration 78Q: 3 clusters Score -9120685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -9120644.000000 Penalty: 1060.641113
	Iteration 79Q: 3 clusters Score -9120644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -9120531.000000 Penalty: 1060.641113
	Iteration 80F: 3 clusters Score -9120531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -9120486.000000 Penalty: 1060.641113
	Iteration 81Q: 3 clusters Score -9120486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -9120392.000000 Penalty: 1060.641113
	Iteration 82Q: 3 clusters Score -9120392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -9120312.000000 Penalty: 1060.641113
	Iteration 83Q: 3 clusters Score -9120312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -9120136.000000 Penalty: 1060.641113
	Iteration 84Q: 3 clusters Score -9120136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -9120043.000000 Penalty: 1060.641113
	Iteration 85Q: 3 clusters Score -9120043 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -9120071.000000 Penalty: 1060.641113
	Iteration 86Q: 3 clusters Score -9120071 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -9119975.000000 Penalty: 1060.641113
	Iteration 87Q: 3 clusters Score -9119975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -9119877.000000 Penalty: 1060.641113
	Iteration 88Q: 3 clusters Score -9119877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -9119830.000000 Penalty: 1060.641113
	Iteration 89Q: 3 clusters Score -9119830 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -9119791.000000 Penalty: 1060.641113
	Iteration 90Q: 3 clusters Score -9119791 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -9119656.000000 Penalty: 1060.641113
	Iteration 91Q: 3 clusters Score -9119656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -9119644.000000 Penalty: 1060.641113
	Iteration 92Q: 3 clusters Score -9119644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9119662.000000 Penalty: 1060.641113
	Iteration 93Q: 3 clusters Score -9119662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -9119638.000000 Penalty: 1060.641113
	Iteration 94Q: 3 clusters Score -9119638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -9119532.000000 Penalty: 1060.641113
	Iteration 95Q: 3 clusters Score -9119532 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 71183 members 
Entering Unmasked Estep 
Score: -9119446.000000 Penalty: 1060.641113
	Iteration 96Q: 3 clusters Score -9119446 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -9119388.000000 Penalty: 1060.641113
	Iteration 97Q: 3 clusters Score -9119388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -9119451.000000 Penalty: 1060.641113
	Iteration 98Q: 3 clusters Score -9119451 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -9119413.000000 Penalty: 1060.641113
	Iteration 99Q: 3 clusters Score -9119413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 71422 members 
Entering Unmasked Estep 
Score: -9119348.000000 Penalty: 1060.641113
	Iteration 100F: 3 clusters Score -9119348 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -9119313.000000 Penalty: 1060.641113
	Iteration 101Q: 3 clusters Score -9119313 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -9119230.000000 Penalty: 1060.641113
	Iteration 102Q: 3 clusters Score -9119230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -9119186.000000 Penalty: 1060.641113
	Iteration 103Q: 3 clusters Score -9119186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -9119163.000000 Penalty: 1060.641113
	Iteration 104Q: 3 clusters Score -9119163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -9119091.000000 Penalty: 1060.641113
	Iteration 105Q: 3 clusters Score -9119091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -9119075.000000 Penalty: 1060.641113
	Iteration 106Q: 3 clusters Score -9119075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9118978.000000 Penalty: 1060.641113
	Iteration 107Q: 3 clusters Score -9118978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -9119000.000000 Penalty: 1060.641113
	Iteration 108Q: 3 clusters Score -9119000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9118950.000000 Penalty: 1060.641113
	Iteration 109Q: 3 clusters Score -9118950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -9118921.000000 Penalty: 1060.641113
	Iteration 110Q: 3 clusters Score -9118921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -9118910.000000 Penalty: 1060.641113
	Iteration 111Q: 3 clusters Score -9118910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -9118955.000000 Penalty: 1060.641113
	Iteration 112Q: 3 clusters Score -9118955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -9118941.000000 Penalty: 1060.641113
	Iteration 113Q: 3 clusters Score -9118941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -9118909.000000 Penalty: 1060.641113
	Iteration 114Q: 3 clusters Score -9118909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -9118884.000000 Penalty: 1060.641113
	Iteration 115Q: 3 clusters Score -9118884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -9118856.000000 Penalty: 1060.641113
	Iteration 116Q: 3 clusters Score -9118856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9118879.000000 Penalty: 1060.641113
	Iteration 117Q: 3 clusters Score -9118879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -9118906.000000 Penalty: 1060.641113
	Iteration 118Q: 3 clusters Score -9118906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -9118908.000000 Penalty: 1060.641113
	Iteration 119Q: 3 clusters Score -9118908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9118908.000000 Penalty: 1060.641113
	Iteration 120F: 3 clusters Score -9118908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -9118920.000000 Penalty: 1060.641113
	Iteration 121Q: 3 clusters Score -9118920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -9118923.000000 Penalty: 1060.641113
	Iteration 122Q: 3 clusters Score -9118923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -9118933.000000 Penalty: 1060.641113
	Iteration 123Q: 3 clusters Score -9118933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -9118929.000000 Penalty: 1060.641113
	Iteration 124Q: 3 clusters Score -9118929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -9118908.000000 Penalty: 1060.641113
	Iteration 125Q: 3 clusters Score -9118908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -9118886.000000 Penalty: 1060.641113
	Iteration 126Q: 3 clusters Score -9118886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -9118884.000000 Penalty: 1060.641113
	Iteration 127Q: 3 clusters Score -9118884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -9118906.000000 Penalty: 1060.641113
	Iteration 128Q: 3 clusters Score -9118906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -9118900.000000 Penalty: 1060.641113
	Iteration 129Q: 3 clusters Score -9118900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -9118877.000000 Penalty: 1060.641113
	Iteration 130Q: 3 clusters Score -9118877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -9118876.000000 Penalty: 1060.641113
	Iteration 131Q: 3 clusters Score -9118876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -9118866.000000 Penalty: 1060.641113
	Iteration 132Q: 3 clusters Score -9118866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -9118889.000000 Penalty: 1060.641113
	Iteration 133Q: 3 clusters Score -9118889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 72186 members 
Entering Unmasked Estep 
Score: -9118871.000000 Penalty: 1060.641113
	Iteration 134Q: 3 clusters Score -9118871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -9118883.000000 Penalty: 1060.641113
	Iteration 135Q: 3 clusters Score -9118883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -9118895.000000 Penalty: 1060.641113
	Iteration 136Q: 3 clusters Score -9118895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -9118903.000000 Penalty: 1060.641113
	Iteration 137Q: 3 clusters Score -9118903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -9118913.000000 Penalty: 1060.641113
	Iteration 138Q: 3 clusters Score -9118913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -9118900.000000 Penalty: 1060.641113
	Iteration 139Q: 3 clusters Score -9118900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -9118902.000000 Penalty: 1060.641113
	Iteration 140F: 3 clusters Score -9118902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -9118903.000000 Penalty: 1060.641113
	Iteration 141Q: 3 clusters Score -9118903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -9118874.000000 Penalty: 1060.641113
	Iteration 142Q: 3 clusters Score -9118874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -9118869.000000 Penalty: 1060.641113
	Iteration 143Q: 3 clusters Score -9118869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -9118856.000000 Penalty: 1060.641113
	Iteration 144Q: 3 clusters Score -9118856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -9118876.000000 Penalty: 1060.641113
	Iteration 145Q: 3 clusters Score -9118876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -9118842.000000 Penalty: 1060.641113
	Iteration 146Q: 3 clusters Score -9118842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -9118826.000000 Penalty: 1060.641113
	Iteration 147Q: 3 clusters Score -9118826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -9118808.000000 Penalty: 1060.641113
	Iteration 148Q: 3 clusters Score -9118808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -9118789.000000 Penalty: 1060.641113
	Iteration 149Q: 3 clusters Score -9118789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -9118767.000000 Penalty: 1060.641113
	Iteration 150Q: 3 clusters Score -9118767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -9118767.000000 Penalty: 1060.641113
	Iteration 151Q: 3 clusters Score -9118767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -9118775.000000 Penalty: 1060.641113
	Iteration 152Q: 3 clusters Score -9118775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -9118808.000000 Penalty: 1060.641113
	Iteration 153Q: 3 clusters Score -9118808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -9118791.000000 Penalty: 1060.641113
	Iteration 154Q: 3 clusters Score -9118791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -9118770.000000 Penalty: 1060.641113
	Iteration 155Q: 3 clusters Score -9118770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -9118760.000000 Penalty: 1060.641113
	Iteration 156Q: 3 clusters Score -9118760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -9118747.000000 Penalty: 1060.641113
	Iteration 157Q: 3 clusters Score -9118747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -9118752.000000 Penalty: 1060.641113
	Iteration 158Q: 3 clusters Score -9118752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -9118727.000000 Penalty: 1060.641113
	Iteration 159Q: 3 clusters Score -9118727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -9118725.000000 Penalty: 1060.641113
	Iteration 160F: 3 clusters Score -9118725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -9118750.000000 Penalty: 1060.641113
	Iteration 161Q: 3 clusters Score -9118750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -9118776.000000 Penalty: 1060.641113
	Iteration 162Q: 3 clusters Score -9118776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -9118754.000000 Penalty: 1060.641113
	Iteration 163Q: 3 clusters Score -9118754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -9118790.000000 Penalty: 1060.641113
	Iteration 164Q: 3 clusters Score -9118790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9118774.000000 Penalty: 1060.641113
	Iteration 165Q: 3 clusters Score -9118774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -9118754.000000 Penalty: 1060.641113
	Iteration 166Q: 3 clusters Score -9118754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -9118745.000000 Penalty: 1060.641113
	Iteration 167Q: 3 clusters Score -9118745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -9118726.000000 Penalty: 1060.641113
	Iteration 168Q: 3 clusters Score -9118726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -9118696.000000 Penalty: 1060.641113
	Iteration 169Q: 3 clusters Score -9118696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -9118688.000000 Penalty: 1060.641113
	Iteration 170Q: 3 clusters Score -9118688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
Score: -9118699.000000 Penalty: 1060.641113
	Iteration 171Q: 3 clusters Score -9118699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9118686.000000 Penalty: 1060.641113
	Iteration 172Q: 3 clusters Score -9118686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -9118687.000000 Penalty: 1060.641113
	Iteration 173Q: 3 clusters Score -9118687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9118680.000000 Penalty: 1060.641113
	Iteration 174Q: 3 clusters Score -9118680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118653.000000 Penalty: 1060.641113
	Iteration 175Q: 3 clusters Score -9118653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9118645.000000 Penalty: 1060.641113
	Iteration 176Q: 3 clusters Score -9118645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9118659.000000 Penalty: 1060.641113
	Iteration 177Q: 3 clusters Score -9118659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -9118637.000000 Penalty: 1060.641113
	Iteration 178Q: 3 clusters Score -9118637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9118655.000000 Penalty: 1060.641113
	Iteration 179Q: 3 clusters Score -9118655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9118646.000000 Penalty: 1060.641113
	Iteration 180F: 3 clusters Score -9118646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9118661.000000 Penalty: 1060.641113
	Iteration 181Q: 3 clusters Score -9118661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -9118671.000000 Penalty: 1060.641113
	Iteration 182Q: 3 clusters Score -9118671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9118666.000000 Penalty: 1060.641113
	Iteration 183Q: 3 clusters Score -9118666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9118662.000000 Penalty: 1060.641113
	Iteration 184Q: 3 clusters Score -9118662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9118661.000000 Penalty: 1060.641113
	Iteration 185Q: 3 clusters Score -9118661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118658.000000 Penalty: 1060.641113
	Iteration 186Q: 3 clusters Score -9118658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9118662.000000 Penalty: 1060.641113
	Iteration 187Q: 3 clusters Score -9118662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -9118651.000000 Penalty: 1060.641113
	Iteration 188Q: 3 clusters Score -9118651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9118654.000000 Penalty: 1060.641113
	Iteration 189Q: 3 clusters Score -9118654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9118654.000000 Penalty: 1060.641113
	Iteration 190Q: 3 clusters Score -9118654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9118656.000000 Penalty: 1060.641113
	Iteration 191Q: 3 clusters Score -9118656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9118655.000000 Penalty: 1060.641113
	Iteration 192Q: 3 clusters Score -9118655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -9118653.000000 Penalty: 1060.641113
	Iteration 193Q: 3 clusters Score -9118653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -9118664.000000 Penalty: 1060.641113
	Iteration 194Q: 3 clusters Score -9118664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -9118670.000000 Penalty: 1060.641113
	Iteration 195Q: 3 clusters Score -9118670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 72403 members 
Entering Unmasked Estep 
Score: -9118664.000000 Penalty: 1060.641113
	Iteration 196Q: 3 clusters Score -9118664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9118671.000000 Penalty: 1060.641113
	Iteration 197Q: 3 clusters Score -9118671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9118683.000000 Penalty: 1060.641113
	Iteration 198Q: 3 clusters Score -9118683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9118679.000000 Penalty: 1060.641113
	Iteration 199Q: 3 clusters Score -9118679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9118674.000000 Penalty: 1060.641113
	Iteration 200F: 3 clusters Score -9118674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9118683.000000 Penalty: 1060.641113
	Iteration 201Q: 3 clusters Score -9118683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9118689.000000 Penalty: 1060.641113
	Iteration 202Q: 3 clusters Score -9118689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9118683.000000 Penalty: 1060.641113
	Iteration 203Q: 3 clusters Score -9118683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118677.000000 Penalty: 1060.641113
	Iteration 204Q: 3 clusters Score -9118677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118677.000000 Penalty: 1060.641113
	Iteration 205Q: 3 clusters Score -9118677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118678.000000 Penalty: 1060.641113
	Iteration 206Q: 3 clusters Score -9118678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9118684.000000 Penalty: 1060.641113
	Iteration 207Q: 3 clusters Score -9118684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9118685.000000 Penalty: 1060.641113
	Iteration 208Q: 3 clusters Score -9118685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -9118684.000000 Penalty: 1060.641113
	Iteration 209Q: 3 clusters Score -9118684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -9118657.000000 Penalty: 1060.641113
	Iteration 210Q: 3 clusters Score -9118657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9118640.000000 Penalty: 1060.641113
	Iteration 211Q: 3 clusters Score -9118640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -9118616.000000 Penalty: 1060.641113
	Iteration 212Q: 3 clusters Score -9118616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -9118620.000000 Penalty: 1060.641113
	Iteration 213Q: 3 clusters Score -9118620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -9118604.000000 Penalty: 1060.641113
	Iteration 214Q: 3 clusters Score -9118604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9118622.000000 Penalty: 1060.641113
	Iteration 215Q: 3 clusters Score -9118622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 72389 members 
Entering Unmasked Estep 
Score: -9118611.000000 Penalty: 1060.641113
	Iteration 216Q: 3 clusters Score -9118611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9118609.000000 Penalty: 1060.641113
	Iteration 217Q: 3 clusters Score -9118609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -9118618.000000 Penalty: 1060.641113
	Iteration 218Q: 3 clusters Score -9118618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -9118617.000000 Penalty: 1060.641113
	Iteration 219Q: 3 clusters Score -9118617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -9118611.000000 Penalty: 1060.641113
	Iteration 220F: 3 clusters Score -9118611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -9118624.000000 Penalty: 1060.641113
	Iteration 221Q: 3 clusters Score -9118624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9118616.000000 Penalty: 1060.641113
	Iteration 222Q: 3 clusters Score -9118616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -9118605.000000 Penalty: 1060.641113
	Iteration 223Q: 3 clusters Score -9118605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -9118604.000000 Penalty: 1060.641113
	Iteration 224Q: 3 clusters Score -9118604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9118608.000000 Penalty: 1060.641113
	Iteration 225Q: 3 clusters Score -9118608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -9118589.000000 Penalty: 1060.641113
	Iteration 226Q: 3 clusters Score -9118589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9118590.000000 Penalty: 1060.641113
	Iteration 227Q: 3 clusters Score -9118590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -9118595.000000 Penalty: 1060.641113
	Iteration 228Q: 3 clusters Score -9118595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -9118609.000000 Penalty: 1060.641113
	Iteration 229Q: 3 clusters Score -9118609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9118588.000000 Penalty: 1060.641113
	Iteration 230Q: 3 clusters Score -9118588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9118592.000000 Penalty: 1060.641113
	Iteration 231Q: 3 clusters Score -9118592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9118592.000000 Penalty: 1060.641113
	Iteration 232Q: 3 clusters Score -9118592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -9118593.000000 Penalty: 1060.641113
	Iteration 233Q: 3 clusters Score -9118593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -9118597.000000 Penalty: 1060.641113
	Iteration 234Q: 3 clusters Score -9118597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9118597.000000 Penalty: 1060.641113
	Iteration 235Q: 3 clusters Score -9118597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9118603.000000 Penalty: 1060.641113
	Iteration 236Q: 3 clusters Score -9118603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -9118617.000000 Penalty: 1060.641113
	Iteration 237Q: 3 clusters Score -9118617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9118604.000000 Penalty: 1060.641113
	Iteration 238Q: 3 clusters Score -9118604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9118607.000000 Penalty: 1060.641113
	Iteration 239Q: 3 clusters Score -9118607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9118611.000000 Penalty: 1060.641113
	Iteration 240F: 3 clusters Score -9118611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -9118609.000000 Penalty: 1060.641113
	Iteration 241Q: 3 clusters Score -9118609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -9118607.000000 Penalty: 1060.641113
	Iteration 242Q: 3 clusters Score -9118607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -9118608.000000 Penalty: 1060.641113
	Iteration 243Q: 3 clusters Score -9118608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9118603.000000 Penalty: 1060.641113
	Iteration 244Q: 3 clusters Score -9118603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9118603.000000 Penalty: 1060.641113
	Iteration 245Q: 3 clusters Score -9118603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -9118610.000000 Penalty: 1060.641113
	Iteration 246Q: 3 clusters Score -9118610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9118595.000000 Penalty: 1060.641113
	Iteration 247Q: 3 clusters Score -9118595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9118595.000000 Penalty: 1060.641113
	Iteration 248F: 3 clusters Score -9118595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 57585 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Entering Unmasked Estep 
Score: -41845444.000000 Penalty: 12038.728516
Splitting cluster 4 changes total score from -41755544.000000 to -41845444.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -85011.179688 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -85011.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -83987.250000 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -83987.25 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -84849.187500 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -84849.19 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -85458.359375 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -85458.36 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -85705.289062 Penalty: 662.981140
	Iteration 3F: 3 clusters Score -85705.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -85802.976562 Penalty: 662.981140
	Iteration 4Q: 3 clusters Score -85802.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -85864.117188 Penalty: 662.981140
	Iteration 5Q: 3 clusters Score -85864.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -85891.992188 Penalty: 662.981140
	Iteration 6Q: 3 clusters Score -85891.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -85904.398438 Penalty: 662.981140
	Iteration 7Q: 3 clusters Score -85904.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -85916.843750 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -85916.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -85922.929688 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -85922.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -85925.218750 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -85925.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -85926.937500 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -85926.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -85928.343750 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -85928.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -85928.945312 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -85928.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85929.492188 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -85929.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -85930.640625 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -85930.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -85930.953125 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -85930.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -85931.523438 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -85931.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -85935.617188 Penalty: 662.981140
	Iteration 18Q: 3 clusters Score -85935.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -85939.031250 Penalty: 662.981140
	Iteration 19Q: 3 clusters Score -85939.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -85942.898438 Penalty: 662.981140
	Iteration 20F: 3 clusters Score -85942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -85949.507812 Penalty: 662.981140
	Iteration 21Q: 3 clusters Score -85949.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -85952.773438 Penalty: 662.981140
	Iteration 22Q: 3 clusters Score -85952.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -85957.164062 Penalty: 662.981140
	Iteration 23Q: 3 clusters Score -85957.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -85960.789062 Penalty: 662.981140
	Iteration 24Q: 3 clusters Score -85960.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -85964.828125 Penalty: 662.981140
	Iteration 25Q: 3 clusters Score -85964.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -85969.648438 Penalty: 662.981140
	Iteration 26Q: 3 clusters Score -85969.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -85973.968750 Penalty: 662.981140
	Iteration 27Q: 3 clusters Score -85973.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85976.773438 Penalty: 662.981140
	Iteration 28Q: 3 clusters Score -85976.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -85976.773438 Penalty: 662.981140
	Iteration 29F: 3 clusters Score -85976.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 57585 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Entering Unmasked Estep 
Score: -41846224.000000 Penalty: 12640.665039
Splitting cluster 5 changes total score from -41755544.000000 to -41846224.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (57585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Entering Unmasked Estep 
Score: -4610184.000000 Penalty: 498.726288
	Iteration 0F: 2 clusters Score -4610184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4617404.500000 Penalty: 997.452576
	Iteration 0F: 3 clusters Score -4617404 nChanged 27867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4634931.000000 Penalty: 997.452576
	Iteration 1F: 3 clusters Score -4634931 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4636610.500000 Penalty: 997.452576
	Iteration 2F: 3 clusters Score -4636610 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4638986.000000 Penalty: 997.452576
	Iteration 3F: 3 clusters Score -4638986 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4642114.000000 Penalty: 997.452576
	Iteration 4F: 3 clusters Score -4642114 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4644423.500000 Penalty: 997.452576
	Iteration 5F: 3 clusters Score -4644424 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4645232.500000 Penalty: 997.452576
	Iteration 6Q: 3 clusters Score -4645232 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4645580.000000 Penalty: 997.452576
	Iteration 7Q: 3 clusters Score -4645580 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4645597.000000 Penalty: 997.452576
	Iteration 8Q: 3 clusters Score -4645597 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4645619.500000 Penalty: 997.452576
	Iteration 9Q: 3 clusters Score -4645620 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4645622.500000 Penalty: 997.452576
	Iteration 10Q: 3 clusters Score -4645622 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4645564.500000 Penalty: 997.452576
	Iteration 11Q: 3 clusters Score -4645564 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4645411.000000 Penalty: 997.452576
	Iteration 12Q: 3 clusters Score -4645411 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4645347.500000 Penalty: 997.452576
	Iteration 13Q: 3 clusters Score -4645348 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4645243.500000 Penalty: 997.452576
	Iteration 14Q: 3 clusters Score -4645244 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4645222.000000 Penalty: 997.452576
	Iteration 15Q: 3 clusters Score -4645222 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4645221.000000 Penalty: 997.452576
	Iteration 16Q: 3 clusters Score -4645221 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4645209.500000 Penalty: 997.452576
	Iteration 17Q: 3 clusters Score -4645210 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4645308.500000 Penalty: 997.452576
	Iteration 18Q: 3 clusters Score -4645308 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4645376.000000 Penalty: 997.452576
	Iteration 19Q: 3 clusters Score -4645376 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4645363.500000 Penalty: 997.452576
	Iteration 20F: 3 clusters Score -4645364 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4645440.000000 Penalty: 997.452576
	Iteration 21Q: 3 clusters Score -4645440 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4645451.000000 Penalty: 997.452576
	Iteration 22Q: 3 clusters Score -4645451 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4645534.500000 Penalty: 997.452576
	Iteration 23Q: 3 clusters Score -4645534 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4645558.500000 Penalty: 997.452576
	Iteration 24Q: 3 clusters Score -4645558 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -4645559.500000 Penalty: 997.452576
	Iteration 25Q: 3 clusters Score -4645560 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4645508.500000 Penalty: 997.452576
	Iteration 26Q: 3 clusters Score -4645508 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -4645477.500000 Penalty: 997.452576
	Iteration 27Q: 3 clusters Score -4645478 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4645494.000000 Penalty: 997.452576
	Iteration 28Q: 3 clusters Score -4645494 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4645487.000000 Penalty: 997.452576
	Iteration 29Q: 3 clusters Score -4645487 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4645415.500000 Penalty: 997.452576
	Iteration 30Q: 3 clusters Score -4645416 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4645326.000000 Penalty: 997.452576
	Iteration 31Q: 3 clusters Score -4645326 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4645248.000000 Penalty: 997.452576
	Iteration 32Q: 3 clusters Score -4645248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4645171.000000 Penalty: 997.452576
	Iteration 33Q: 3 clusters Score -4645171 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -4645105.500000 Penalty: 997.452576
	Iteration 34Q: 3 clusters Score -4645106 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4645086.500000 Penalty: 997.452576
	Iteration 35Q: 3 clusters Score -4645086 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4645080.500000 Penalty: 997.452576
	Iteration 36Q: 3 clusters Score -4645080 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4645027.000000 Penalty: 997.452576
	Iteration 37Q: 3 clusters Score -4645027 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4644977.500000 Penalty: 997.452576
	Iteration 38Q: 3 clusters Score -4644978 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4644863.000000 Penalty: 997.452576
	Iteration 39Q: 3 clusters Score -4644863 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -4644752.500000 Penalty: 997.452576
	Iteration 40F: 3 clusters Score -4644752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4644663.000000 Penalty: 997.452576
	Iteration 41Q: 3 clusters Score -4644663 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4644601.000000 Penalty: 997.452576
	Iteration 42Q: 3 clusters Score -4644601 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4644542.000000 Penalty: 997.452576
	Iteration 43Q: 3 clusters Score -4644542 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4644440.000000 Penalty: 997.452576
	Iteration 44Q: 3 clusters Score -4644440 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4644358.000000 Penalty: 997.452576
	Iteration 45Q: 3 clusters Score -4644358 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4644287.000000 Penalty: 997.452576
	Iteration 46Q: 3 clusters Score -4644287 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4644183.500000 Penalty: 997.452576
	Iteration 47Q: 3 clusters Score -4644184 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4644098.500000 Penalty: 997.452576
	Iteration 48Q: 3 clusters Score -4644098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4644069.500000 Penalty: 997.452576
	Iteration 49Q: 3 clusters Score -4644070 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -4644058.500000 Penalty: 997.452576
	Iteration 50Q: 3 clusters Score -4644058 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4643996.500000 Penalty: 997.452576
	Iteration 51Q: 3 clusters Score -4643996 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4643914.500000 Penalty: 997.452576
	Iteration 52Q: 3 clusters Score -4643914 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -4643870.500000 Penalty: 997.452576
	Iteration 53Q: 3 clusters Score -4643870 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4643828.000000 Penalty: 997.452576
	Iteration 54Q: 3 clusters Score -4643828 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -4643742.500000 Penalty: 997.452576
	Iteration 55Q: 3 clusters Score -4643742 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4643709.000000 Penalty: 997.452576
	Iteration 56Q: 3 clusters Score -4643709 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4643664.500000 Penalty: 997.452576
	Iteration 57Q: 3 clusters Score -4643664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -4643612.000000 Penalty: 997.452576
	Iteration 58Q: 3 clusters Score -4643612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4643590.500000 Penalty: 997.452576
	Iteration 59Q: 3 clusters Score -4643590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4643603.500000 Penalty: 997.452576
	Iteration 60F: 3 clusters Score -4643604 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4643627.500000 Penalty: 997.452576
	Iteration 61Q: 3 clusters Score -4643628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4643637.500000 Penalty: 997.452576
	Iteration 62Q: 3 clusters Score -4643638 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -4643664.000000 Penalty: 997.452576
	Iteration 63Q: 3 clusters Score -4643664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4643720.500000 Penalty: 997.452576
	Iteration 64Q: 3 clusters Score -4643720 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4643763.000000 Penalty: 997.452576
	Iteration 65Q: 3 clusters Score -4643763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4643775.500000 Penalty: 997.452576
	Iteration 66Q: 3 clusters Score -4643776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -4643785.500000 Penalty: 997.452576
	Iteration 67Q: 3 clusters Score -4643786 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4643806.500000 Penalty: 997.452576
	Iteration 68Q: 3 clusters Score -4643806 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4643837.500000 Penalty: 997.452576
	Iteration 69Q: 3 clusters Score -4643838 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4643856.000000 Penalty: 997.452576
	Iteration 70Q: 3 clusters Score -4643856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4643851.000000 Penalty: 997.452576
	Iteration 71Q: 3 clusters Score -4643851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4643854.500000 Penalty: 997.452576
	Iteration 72Q: 3 clusters Score -4643854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -4643844.500000 Penalty: 997.452576
	Iteration 73Q: 3 clusters Score -4643844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4643840.500000 Penalty: 997.452576
	Iteration 74Q: 3 clusters Score -4643840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4643856.500000 Penalty: 997.452576
	Iteration 75Q: 3 clusters Score -4643856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -4643867.500000 Penalty: 997.452576
	Iteration 76Q: 3 clusters Score -4643868 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4643871.500000 Penalty: 997.452576
	Iteration 77Q: 3 clusters Score -4643872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4643889.000000 Penalty: 997.452576
	Iteration 78Q: 3 clusters Score -4643889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -4643892.500000 Penalty: 997.452576
	Iteration 79Q: 3 clusters Score -4643892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4643919.500000 Penalty: 997.452576
	Iteration 80F: 3 clusters Score -4643920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4643900.500000 Penalty: 997.452576
	Iteration 81Q: 3 clusters Score -4643900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -4643894.500000 Penalty: 997.452576
	Iteration 82Q: 3 clusters Score -4643894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4643906.500000 Penalty: 997.452576
	Iteration 83Q: 3 clusters Score -4643906 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -4643906.500000 Penalty: 997.452576
	Iteration 84Q: 3 clusters Score -4643906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4643905.500000 Penalty: 997.452576
	Iteration 85Q: 3 clusters Score -4643906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -4643927.000000 Penalty: 997.452576
	Iteration 86Q: 3 clusters Score -4643927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4643919.000000 Penalty: 997.452576
	Iteration 87Q: 3 clusters Score -4643919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -4643883.000000 Penalty: 997.452576
	Iteration 88Q: 3 clusters Score -4643883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4643889.500000 Penalty: 997.452576
	Iteration 89Q: 3 clusters Score -4643890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4643860.500000 Penalty: 997.452576
	Iteration 90Q: 3 clusters Score -4643860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4643859.000000 Penalty: 997.452576
	Iteration 91Q: 3 clusters Score -4643859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4643865.500000 Penalty: 997.452576
	Iteration 92Q: 3 clusters Score -4643866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4643884.000000 Penalty: 997.452576
	Iteration 93Q: 3 clusters Score -4643884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4643882.000000 Penalty: 997.452576
	Iteration 94Q: 3 clusters Score -4643882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4643869.000000 Penalty: 997.452576
	Iteration 95Q: 3 clusters Score -4643869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4643845.500000 Penalty: 997.452576
	Iteration 96Q: 3 clusters Score -4643846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4643832.000000 Penalty: 997.452576
	Iteration 97Q: 3 clusters Score -4643832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4643836.500000 Penalty: 997.452576
	Iteration 98Q: 3 clusters Score -4643836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4643833.500000 Penalty: 997.452576
	Iteration 99Q: 3 clusters Score -4643834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4643835.500000 Penalty: 997.452576
	Iteration 100F: 3 clusters Score -4643836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4643823.000000 Penalty: 997.452576
	Iteration 101Q: 3 clusters Score -4643823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -4643817.000000 Penalty: 997.452576
	Iteration 102Q: 3 clusters Score -4643817 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4643811.500000 Penalty: 997.452576
	Iteration 103Q: 3 clusters Score -4643812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4643822.500000 Penalty: 997.452576
	Iteration 104Q: 3 clusters Score -4643822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4643804.500000 Penalty: 997.452576
	Iteration 105Q: 3 clusters Score -4643804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4643780.500000 Penalty: 997.452576
	Iteration 106Q: 3 clusters Score -4643780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4643770.500000 Penalty: 997.452576
	Iteration 107Q: 3 clusters Score -4643770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4643737.000000 Penalty: 997.452576
	Iteration 108Q: 3 clusters Score -4643737 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4643726.000000 Penalty: 997.452576
	Iteration 109Q: 3 clusters Score -4643726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -4643714.000000 Penalty: 997.452576
	Iteration 110Q: 3 clusters Score -4643714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4643715.500000 Penalty: 997.452576
	Iteration 111Q: 3 clusters Score -4643716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4643681.500000 Penalty: 997.452576
	Iteration 112Q: 3 clusters Score -4643682 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -4643642.500000 Penalty: 997.452576
	Iteration 113Q: 3 clusters Score -4643642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4643651.000000 Penalty: 997.452576
	Iteration 114Q: 3 clusters Score -4643651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4643617.500000 Penalty: 997.452576
	Iteration 115Q: 3 clusters Score -4643618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -4643614.000000 Penalty: 997.452576
	Iteration 116Q: 3 clusters Score -4643614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4643610.000000 Penalty: 997.452576
	Iteration 117Q: 3 clusters Score -4643610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4643614.500000 Penalty: 997.452576
	Iteration 118Q: 3 clusters Score -4643614 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4643627.000000 Penalty: 997.452576
	Iteration 119Q: 3 clusters Score -4643627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4643643.000000 Penalty: 997.452576
	Iteration 120F: 3 clusters Score -4643643 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4643648.000000 Penalty: 997.452576
	Iteration 121Q: 3 clusters Score -4643648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4643638.000000 Penalty: 997.452576
	Iteration 122Q: 3 clusters Score -4643638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4643603.500000 Penalty: 997.452576
	Iteration 123Q: 3 clusters Score -4643604 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4643596.500000 Penalty: 997.452576
	Iteration 124Q: 3 clusters Score -4643596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4643594.000000 Penalty: 997.452576
	Iteration 125Q: 3 clusters Score -4643594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4643588.500000 Penalty: 997.452576
	Iteration 126Q: 3 clusters Score -4643588 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4643590.500000 Penalty: 997.452576
	Iteration 127Q: 3 clusters Score -4643590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -4643595.500000 Penalty: 997.452576
	Iteration 128Q: 3 clusters Score -4643596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4643596.500000 Penalty: 997.452576
	Iteration 129Q: 3 clusters Score -4643596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4643582.000000 Penalty: 997.452576
	Iteration 130Q: 3 clusters Score -4643582 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4643584.500000 Penalty: 997.452576
	Iteration 131Q: 3 clusters Score -4643584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4643559.500000 Penalty: 997.452576
	Iteration 132Q: 3 clusters Score -4643560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4643550.500000 Penalty: 997.452576
	Iteration 133Q: 3 clusters Score -4643550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4643562.500000 Penalty: 997.452576
	Iteration 134Q: 3 clusters Score -4643562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4643557.500000 Penalty: 997.452576
	Iteration 135Q: 3 clusters Score -4643558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4643560.000000 Penalty: 997.452576
	Iteration 136Q: 3 clusters Score -4643560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4643554.500000 Penalty: 997.452576
	Iteration 137Q: 3 clusters Score -4643554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4643557.000000 Penalty: 997.452576
	Iteration 138Q: 3 clusters Score -4643557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4643545.500000 Penalty: 997.452576
	Iteration 139Q: 3 clusters Score -4643546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4643570.500000 Penalty: 997.452576
	Iteration 140F: 3 clusters Score -4643570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4643545.000000 Penalty: 997.452576
	Iteration 141Q: 3 clusters Score -4643545 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -4643511.500000 Penalty: 997.452576
	Iteration 142Q: 3 clusters Score -4643512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -4643481.000000 Penalty: 997.452576
	Iteration 143Q: 3 clusters Score -4643481 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -4643504.000000 Penalty: 997.452576
	Iteration 144Q: 3 clusters Score -4643504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4643474.500000 Penalty: 997.452576
	Iteration 145Q: 3 clusters Score -4643474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4643415.500000 Penalty: 997.452576
	Iteration 146Q: 3 clusters Score -4643416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4643359.000000 Penalty: 997.452576
	Iteration 147Q: 3 clusters Score -4643359 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4643342.000000 Penalty: 997.452576
	Iteration 148Q: 3 clusters Score -4643342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4643320.000000 Penalty: 997.452576
	Iteration 149Q: 3 clusters Score -4643320 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4643319.000000 Penalty: 997.452576
	Iteration 150Q: 3 clusters Score -4643319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4643295.500000 Penalty: 997.452576
	Iteration 151Q: 3 clusters Score -4643296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -4643298.500000 Penalty: 997.452576
	Iteration 152Q: 3 clusters Score -4643298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -4643256.500000 Penalty: 997.452576
	Iteration 153Q: 3 clusters Score -4643256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -4643218.000000 Penalty: 997.452576
	Iteration 154Q: 3 clusters Score -4643218 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -4643170.500000 Penalty: 997.452576
	Iteration 155Q: 3 clusters Score -4643170 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4643068.500000 Penalty: 997.452576
	Iteration 156Q: 3 clusters Score -4643068 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4643048.000000 Penalty: 997.452576
	Iteration 157Q: 3 clusters Score -4643048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4642989.000000 Penalty: 997.452576
	Iteration 158Q: 3 clusters Score -4642989 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4642930.000000 Penalty: 997.452576
	Iteration 159Q: 3 clusters Score -4642930 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4642832.000000 Penalty: 997.452576
	Iteration 160F: 3 clusters Score -4642832 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4642845.500000 Penalty: 997.452576
	Iteration 161Q: 3 clusters Score -4642846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4642869.500000 Penalty: 997.452576
	Iteration 162Q: 3 clusters Score -4642870 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -4642819.000000 Penalty: 997.452576
	Iteration 163Q: 3 clusters Score -4642819 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4642826.500000 Penalty: 997.452576
	Iteration 164Q: 3 clusters Score -4642826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4642814.000000 Penalty: 997.452576
	Iteration 165Q: 3 clusters Score -4642814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4642814.000000 Penalty: 997.452576
	Iteration 166Q: 3 clusters Score -4642814 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4642845.500000 Penalty: 997.452576
	Iteration 167Q: 3 clusters Score -4642846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -4642860.000000 Penalty: 997.452576
	Iteration 168Q: 3 clusters Score -4642860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4642809.000000 Penalty: 997.452576
	Iteration 169Q: 3 clusters Score -4642809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4642793.500000 Penalty: 997.452576
	Iteration 170Q: 3 clusters Score -4642794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4642754.500000 Penalty: 997.452576
	Iteration 171Q: 3 clusters Score -4642754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4642737.500000 Penalty: 997.452576
	Iteration 172Q: 3 clusters Score -4642738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -4642736.000000 Penalty: 997.452576
	Iteration 173Q: 3 clusters Score -4642736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4642726.000000 Penalty: 997.452576
	Iteration 174Q: 3 clusters Score -4642726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4642748.500000 Penalty: 997.452576
	Iteration 175Q: 3 clusters Score -4642748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4642722.500000 Penalty: 997.452576
	Iteration 176Q: 3 clusters Score -4642722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4642670.000000 Penalty: 997.452576
	Iteration 177Q: 3 clusters Score -4642670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4642643.500000 Penalty: 997.452576
	Iteration 178Q: 3 clusters Score -4642644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4642608.000000 Penalty: 997.452576
	Iteration 179Q: 3 clusters Score -4642608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -4642635.000000 Penalty: 997.452576
	Iteration 180F: 3 clusters Score -4642635 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4642671.500000 Penalty: 997.452576
	Iteration 181Q: 3 clusters Score -4642672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4642713.500000 Penalty: 997.452576
	Iteration 182Q: 3 clusters Score -4642714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4642734.000000 Penalty: 997.452576
	Iteration 183Q: 3 clusters Score -4642734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4642678.500000 Penalty: 997.452576
	Iteration 184Q: 3 clusters Score -4642678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4642653.000000 Penalty: 997.452576
	Iteration 185Q: 3 clusters Score -4642653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4642635.000000 Penalty: 997.452576
	Iteration 186Q: 3 clusters Score -4642635 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4642648.000000 Penalty: 997.452576
	Iteration 187Q: 3 clusters Score -4642648 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4642632.000000 Penalty: 997.452576
	Iteration 188Q: 3 clusters Score -4642632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4642642.500000 Penalty: 997.452576
	Iteration 189Q: 3 clusters Score -4642642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4642637.500000 Penalty: 997.452576
	Iteration 190Q: 3 clusters Score -4642638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4642590.500000 Penalty: 997.452576
	Iteration 191Q: 3 clusters Score -4642590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4642589.000000 Penalty: 997.452576
	Iteration 192Q: 3 clusters Score -4642589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4642594.000000 Penalty: 997.452576
	Iteration 193Q: 3 clusters Score -4642594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -4642581.500000 Penalty: 997.452576
	Iteration 194Q: 3 clusters Score -4642582 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4642610.500000 Penalty: 997.452576
	Iteration 195Q: 3 clusters Score -4642610 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4642552.500000 Penalty: 997.452576
	Iteration 196Q: 3 clusters Score -4642552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4642538.000000 Penalty: 997.452576
	Iteration 197Q: 3 clusters Score -4642538 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4642500.000000 Penalty: 997.452576
	Iteration 198Q: 3 clusters Score -4642500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4642456.000000 Penalty: 997.452576
	Iteration 199Q: 3 clusters Score -4642456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4642395.000000 Penalty: 997.452576
	Iteration 200F: 3 clusters Score -4642395 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4642400.000000 Penalty: 997.452576
	Iteration 201Q: 3 clusters Score -4642400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -4642376.500000 Penalty: 997.452576
	Iteration 202Q: 3 clusters Score -4642376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4642298.000000 Penalty: 997.452576
	Iteration 203Q: 3 clusters Score -4642298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4642252.500000 Penalty: 997.452576
	Iteration 204Q: 3 clusters Score -4642252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4642197.500000 Penalty: 997.452576
	Iteration 205Q: 3 clusters Score -4642198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4642180.500000 Penalty: 997.452576
	Iteration 206Q: 3 clusters Score -4642180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4642187.500000 Penalty: 997.452576
	Iteration 207Q: 3 clusters Score -4642188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4642142.000000 Penalty: 997.452576
	Iteration 208Q: 3 clusters Score -4642142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4642147.000000 Penalty: 997.452576
	Iteration 209Q: 3 clusters Score -4642147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4642095.500000 Penalty: 997.452576
	Iteration 210Q: 3 clusters Score -4642096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4642056.000000 Penalty: 997.452576
	Iteration 211Q: 3 clusters Score -4642056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4642031.000000 Penalty: 997.452576
	Iteration 212Q: 3 clusters Score -4642031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4641989.500000 Penalty: 997.452576
	Iteration 213Q: 3 clusters Score -4641990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4641967.500000 Penalty: 997.452576
	Iteration 214Q: 3 clusters Score -4641968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4641939.500000 Penalty: 997.452576
	Iteration 215Q: 3 clusters Score -4641940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4641901.000000 Penalty: 997.452576
	Iteration 216Q: 3 clusters Score -4641901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4641880.500000 Penalty: 997.452576
	Iteration 217Q: 3 clusters Score -4641880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4641852.000000 Penalty: 997.452576
	Iteration 218Q: 3 clusters Score -4641852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4641915.500000 Penalty: 997.452576
	Iteration 219Q: 3 clusters Score -4641916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4641927.000000 Penalty: 997.452576
	Iteration 220F: 3 clusters Score -4641927 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4641897.000000 Penalty: 997.452576
	Iteration 221Q: 3 clusters Score -4641897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4641944.000000 Penalty: 997.452576
	Iteration 222Q: 3 clusters Score -4641944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4641935.000000 Penalty: 997.452576
	Iteration 223Q: 3 clusters Score -4641935 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4641888.000000 Penalty: 997.452576
	Iteration 224Q: 3 clusters Score -4641888 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4641893.000000 Penalty: 997.452576
	Iteration 225Q: 3 clusters Score -4641893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4641915.000000 Penalty: 997.452576
	Iteration 226Q: 3 clusters Score -4641915 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4641903.000000 Penalty: 997.452576
	Iteration 227Q: 3 clusters Score -4641903 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4641911.500000 Penalty: 997.452576
	Iteration 228Q: 3 clusters Score -4641912 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4641907.000000 Penalty: 997.452576
	Iteration 229Q: 3 clusters Score -4641907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4641980.000000 Penalty: 997.452576
	Iteration 230Q: 3 clusters Score -4641980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4641986.000000 Penalty: 997.452576
	Iteration 231Q: 3 clusters Score -4641986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4642000.500000 Penalty: 997.452576
	Iteration 232Q: 3 clusters Score -4642000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4642001.000000 Penalty: 997.452576
	Iteration 233Q: 3 clusters Score -4642001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4641990.500000 Penalty: 997.452576
	Iteration 234Q: 3 clusters Score -4641990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4641950.000000 Penalty: 997.452576
	Iteration 235Q: 3 clusters Score -4641950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4641931.000000 Penalty: 997.452576
	Iteration 236Q: 3 clusters Score -4641931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4641959.500000 Penalty: 997.452576
	Iteration 237Q: 3 clusters Score -4641960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4641946.000000 Penalty: 997.452576
	Iteration 238Q: 3 clusters Score -4641946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -4641989.500000 Penalty: 997.452576
	Iteration 239Q: 3 clusters Score -4641990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4641958.500000 Penalty: 997.452576
	Iteration 240F: 3 clusters Score -4641958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4641947.000000 Penalty: 997.452576
	Iteration 241Q: 3 clusters Score -4641947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4641968.000000 Penalty: 997.452576
	Iteration 242Q: 3 clusters Score -4641968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -4641992.000000 Penalty: 997.452576
	Iteration 243Q: 3 clusters Score -4641992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4642005.000000 Penalty: 997.452576
	Iteration 244Q: 3 clusters Score -4642005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4641972.000000 Penalty: 997.452576
	Iteration 245Q: 3 clusters Score -4641972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4641989.000000 Penalty: 997.452576
	Iteration 246Q: 3 clusters Score -4641989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4641979.500000 Penalty: 997.452576
	Iteration 247Q: 3 clusters Score -4641980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4641974.500000 Penalty: 997.452576
	Iteration 248Q: 3 clusters Score -4641974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4641975.500000 Penalty: 997.452576
	Iteration 249Q: 3 clusters Score -4641976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4641965.000000 Penalty: 997.452576
	Iteration 250Q: 3 clusters Score -4641965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4641971.000000 Penalty: 997.452576
	Iteration 251Q: 3 clusters Score -4641971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4642011.000000 Penalty: 997.452576
	Iteration 252Q: 3 clusters Score -4642011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4642023.000000 Penalty: 997.452576
	Iteration 253Q: 3 clusters Score -4642023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4642020.000000 Penalty: 997.452576
	Iteration 254Q: 3 clusters Score -4642020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -4642022.000000 Penalty: 997.452576
	Iteration 255Q: 3 clusters Score -4642022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -4642009.500000 Penalty: 997.452576
	Iteration 256Q: 3 clusters Score -4642010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4642015.000000 Penalty: 997.452576
	Iteration 257Q: 3 clusters Score -4642015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4642038.500000 Penalty: 997.452576
	Iteration 258Q: 3 clusters Score -4642038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4642059.000000 Penalty: 997.452576
	Iteration 259Q: 3 clusters Score -4642059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4642099.000000 Penalty: 997.452576
	Iteration 260F: 3 clusters Score -4642099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4642113.000000 Penalty: 997.452576
	Iteration 261Q: 3 clusters Score -4642113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4642128.500000 Penalty: 997.452576
	Iteration 262Q: 3 clusters Score -4642128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4642121.500000 Penalty: 997.452576
	Iteration 263Q: 3 clusters Score -4642122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -4642108.500000 Penalty: 997.452576
	Iteration 264Q: 3 clusters Score -4642108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4642105.500000 Penalty: 997.452576
	Iteration 265Q: 3 clusters Score -4642106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4642083.000000 Penalty: 997.452576
	Iteration 266Q: 3 clusters Score -4642083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4642105.500000 Penalty: 997.452576
	Iteration 267Q: 3 clusters Score -4642106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4642132.500000 Penalty: 997.452576
	Iteration 268Q: 3 clusters Score -4642132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4642150.500000 Penalty: 997.452576
	Iteration 269Q: 3 clusters Score -4642150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4642185.000000 Penalty: 997.452576
	Iteration 270Q: 3 clusters Score -4642185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4642192.000000 Penalty: 997.452576
	Iteration 271Q: 3 clusters Score -4642192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4642191.500000 Penalty: 997.452576
	Iteration 272Q: 3 clusters Score -4642192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4642210.500000 Penalty: 997.452576
	Iteration 273Q: 3 clusters Score -4642210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4642213.500000 Penalty: 997.452576
	Iteration 274Q: 3 clusters Score -4642214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4642233.500000 Penalty: 997.452576
	Iteration 275Q: 3 clusters Score -4642234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4642237.500000 Penalty: 997.452576
	Iteration 276Q: 3 clusters Score -4642238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4642247.500000 Penalty: 997.452576
	Iteration 277Q: 3 clusters Score -4642248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4642272.000000 Penalty: 997.452576
	Iteration 278Q: 3 clusters Score -4642272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4642273.000000 Penalty: 997.452576
	Iteration 279Q: 3 clusters Score -4642273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4642274.000000 Penalty: 997.452576
	Iteration 280F: 3 clusters Score -4642274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4642276.000000 Penalty: 997.452576
	Iteration 281Q: 3 clusters Score -4642276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4642266.000000 Penalty: 997.452576
	Iteration 282Q: 3 clusters Score -4642266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4642267.500000 Penalty: 997.452576
	Iteration 283Q: 3 clusters Score -4642268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4642270.500000 Penalty: 997.452576
	Iteration 284Q: 3 clusters Score -4642270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4642285.000000 Penalty: 997.452576
	Iteration 285Q: 3 clusters Score -4642285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4642277.500000 Penalty: 997.452576
	Iteration 286Q: 3 clusters Score -4642278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4642277.500000 Penalty: 997.452576
	Iteration 287F: 3 clusters Score -4642278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 1208 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Entering Unmasked Estep 
Score: -41877736.000000 Penalty: 13242.601562
Splitting cluster 6 changes total score from -41755544.000000 to -41877736.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -66173.585938 Penalty: 322.900818
	Iteration 0F: 2 clusters Score -66173.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -65338.398438 Penalty: 645.801636
	Iteration 0F: 3 clusters Score -65338.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -66124.453125 Penalty: 645.801636
	Iteration 1F: 3 clusters Score -66124.45 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66513.906250 Penalty: 645.801636
	Iteration 2F: 3 clusters Score -66513.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -66722.523438 Penalty: 645.801636
	Iteration 3F: 3 clusters Score -66722.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -66912.750000 Penalty: 645.801636
	Iteration 4F: 3 clusters Score -66912.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -67080.617188 Penalty: 645.801636
	Iteration 5Q: 3 clusters Score -67080.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -67308.453125 Penalty: 645.801636
	Iteration 6Q: 3 clusters Score -67308.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -67427.500000 Penalty: 645.801636
	Iteration 7Q: 3 clusters Score -67427.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -67487.507812 Penalty: 645.801636
	Iteration 8Q: 3 clusters Score -67487.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67529.828125 Penalty: 645.801636
	Iteration 9Q: 3 clusters Score -67529.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -67556.640625 Penalty: 645.801636
	Iteration 10Q: 3 clusters Score -67556.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -67582.882812 Penalty: 645.801636
	Iteration 11Q: 3 clusters Score -67582.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -67615.046875 Penalty: 645.801636
	Iteration 12Q: 3 clusters Score -67615.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -67629.414062 Penalty: 645.801636
	Iteration 13Q: 3 clusters Score -67629.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67632.445312 Penalty: 645.801636
	Iteration 14Q: 3 clusters Score -67632.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -67635.664062 Penalty: 645.801636
	Iteration 15Q: 3 clusters Score -67635.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -67637.953125 Penalty: 645.801636
	Iteration 16Q: 3 clusters Score -67637.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -67638.976562 Penalty: 645.801636
	Iteration 17Q: 3 clusters Score -67638.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67639.195312 Penalty: 645.801636
	Iteration 18Q: 3 clusters Score -67639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -67658.289062 Penalty: 645.801636
	Iteration 19F: 3 clusters Score -67658.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -67693.554688 Penalty: 645.801636
	Iteration 20F: 3 clusters Score -67693.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -67700.992188 Penalty: 645.801636
	Iteration 21Q: 3 clusters Score -67700.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -67708.000000 Penalty: 645.801636
	Iteration 22Q: 3 clusters Score -67708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -67711.757812 Penalty: 645.801636
	Iteration 23Q: 3 clusters Score -67711.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67713.328125 Penalty: 645.801636
	Iteration 24Q: 3 clusters Score -67713.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67714.351562 Penalty: 645.801636
	Iteration 25Q: 3 clusters Score -67714.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -67714.351562 Penalty: 645.801636
	Iteration 26F: 3 clusters Score -67714.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Entering Unmasked Estep 
Score: -41879020.000000 Penalty: 13844.538086
Splitting cluster 7 changes total score from -41755544.000000 to -41879020.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -47771.949219 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -47771.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -47170.656250 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -47170.66 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47464.253906 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -47464.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47578.503906 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -47578.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47702.171875 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -47702.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47870.066406 Penalty: 602.305237
	Iteration 4F: 3 clusters Score -47870.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48021.101562 Penalty: 602.305237
	Iteration 5F: 3 clusters Score -48021.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48132.898438 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -48132.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48351.800781 Penalty: 602.305237
	Iteration 7F: 3 clusters Score -48351.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48463.957031 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -48463.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48494.101562 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -48494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -48501.101562 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -48501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48502.621094 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -48502.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48503.074219 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -48503.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -48503.074219 Penalty: 602.305237
	Iteration 13F: 3 clusters Score -48503.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 31338 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Entering Unmasked Estep 
Score: -41879560.000000 Penalty: 14446.474609
Splitting cluster 8 changes total score from -41755544.000000 to -41879560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (31338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Entering Unmasked Estep 
Score: -2341102.750000 Penalty: 471.042694
	Iteration 0F: 2 clusters Score -2341103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2320191.000000 Penalty: 942.085388
	Iteration 0F: 3 clusters Score -2320191 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2330143.000000 Penalty: 942.085388
	Iteration 1F: 3 clusters Score -2330143 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2331300.000000 Penalty: 942.085388
	Iteration 2F: 3 clusters Score -2331300 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2332487.750000 Penalty: 942.085388
	Iteration 3F: 3 clusters Score -2332488 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2333725.500000 Penalty: 942.085388
	Iteration 4F: 3 clusters Score -2333726 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2334948.750000 Penalty: 942.085388
	Iteration 5F: 3 clusters Score -2334949 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2336139.750000 Penalty: 942.085388
	Iteration 6F: 3 clusters Score -2336140 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2337216.750000 Penalty: 942.085388
	Iteration 7F: 3 clusters Score -2337217 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2338080.000000 Penalty: 942.085388
	Iteration 8F: 3 clusters Score -2338080 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2338837.500000 Penalty: 942.085388
	Iteration 9Q: 3 clusters Score -2338838 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2339485.500000 Penalty: 942.085388
	Iteration 10Q: 3 clusters Score -2339486 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -2340135.500000 Penalty: 942.085388
	Iteration 11Q: 3 clusters Score -2340136 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2340897.000000 Penalty: 942.085388
	Iteration 12Q: 3 clusters Score -2340897 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2341671.500000 Penalty: 942.085388
	Iteration 13Q: 3 clusters Score -2341672 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -2342063.500000 Penalty: 942.085388
	Iteration 14Q: 3 clusters Score -2342064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -2342304.750000 Penalty: 942.085388
	Iteration 15Q: 3 clusters Score -2342305 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -2342411.250000 Penalty: 942.085388
	Iteration 16Q: 3 clusters Score -2342411 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -2342473.750000 Penalty: 942.085388
	Iteration 17Q: 3 clusters Score -2342474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2342522.000000 Penalty: 942.085388
	Iteration 18Q: 3 clusters Score -2342522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -2342548.000000 Penalty: 942.085388
	Iteration 19Q: 3 clusters Score -2342548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -2342561.750000 Penalty: 942.085388
	Iteration 20F: 3 clusters Score -2342562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -2342559.750000 Penalty: 942.085388
	Iteration 21Q: 3 clusters Score -2342560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -2342564.750000 Penalty: 942.085388
	Iteration 22Q: 3 clusters Score -2342565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -2342569.750000 Penalty: 942.085388
	Iteration 23Q: 3 clusters Score -2342570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -2342576.500000 Penalty: 942.085388
	Iteration 24Q: 3 clusters Score -2342576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -2342569.750000 Penalty: 942.085388
	Iteration 25Q: 3 clusters Score -2342570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -2342570.000000 Penalty: 942.085388
	Iteration 26Q: 3 clusters Score -2342570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -2342572.750000 Penalty: 942.085388
	Iteration 27Q: 3 clusters Score -2342573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -2342574.500000 Penalty: 942.085388
	Iteration 28Q: 3 clusters Score -2342574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -2342573.750000 Penalty: 942.085388
	Iteration 29Q: 3 clusters Score -2342574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -2342572.250000 Penalty: 942.085388
	Iteration 30Q: 3 clusters Score -2342572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -2342569.750000 Penalty: 942.085388
	Iteration 31Q: 3 clusters Score -2342570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2342566.500000 Penalty: 942.085388
	Iteration 32Q: 3 clusters Score -2342566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2342566.500000 Penalty: 942.085388
	Iteration 33F: 3 clusters Score -2342566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Entering Unmasked Estep 
Score: -41881004.000000 Penalty: 15048.411133
Splitting cluster 9 changes total score from -41755544.000000 to -41881004.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -143356.234375 Penalty: 348.898254
	Iteration 0F: 2 clusters Score -143356.2 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 1037 members 
Entering Unmasked Estep 
Score: -141877.781250 Penalty: 697.796509
	Iteration 0F: 3 clusters Score -141877.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142781.093750 Penalty: 697.796509
	Iteration 1F: 3 clusters Score -142781.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -143217.453125 Penalty: 697.796509
	Iteration 2F: 3 clusters Score -143217.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -143490.859375 Penalty: 697.796509
	Iteration 3F: 3 clusters Score -143490.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143589.781250 Penalty: 697.796509
	Iteration 4F: 3 clusters Score -143589.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -143638.312500 Penalty: 697.796509
	Iteration 5Q: 3 clusters Score -143638.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143671.515625 Penalty: 697.796509
	Iteration 6Q: 3 clusters Score -143671.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -143698.875000 Penalty: 697.796509
	Iteration 7Q: 3 clusters Score -143698.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -143729.531250 Penalty: 697.796509
	Iteration 8Q: 3 clusters Score -143729.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -143775.140625 Penalty: 697.796509
	Iteration 9Q: 3 clusters Score -143775.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -143823.078125 Penalty: 697.796509
	Iteration 10Q: 3 clusters Score -143823.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143854.953125 Penalty: 697.796509
	Iteration 11Q: 3 clusters Score -143855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -143883.000000 Penalty: 697.796509
	Iteration 12Q: 3 clusters Score -143883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -143903.125000 Penalty: 697.796509
	Iteration 13Q: 3 clusters Score -143903.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143917.687500 Penalty: 697.796509
	Iteration 14Q: 3 clusters Score -143917.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143927.421875 Penalty: 697.796509
	Iteration 15Q: 3 clusters Score -143927.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143946.562500 Penalty: 697.796509
	Iteration 16Q: 3 clusters Score -143946.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -143964.296875 Penalty: 697.796509
	Iteration 17Q: 3 clusters Score -143964.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -143986.421875 Penalty: 697.796509
	Iteration 18Q: 3 clusters Score -143986.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144023.781250 Penalty: 697.796509
	Iteration 19Q: 3 clusters Score -144023.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -144080.906250 Penalty: 697.796509
	Iteration 20F: 3 clusters Score -144080.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -144125.234375 Penalty: 697.796509
	Iteration 21Q: 3 clusters Score -144125.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -144165.718750 Penalty: 697.796509
	Iteration 22Q: 3 clusters Score -144165.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -144187.687500 Penalty: 697.796509
	Iteration 23Q: 3 clusters Score -144187.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -144202.609375 Penalty: 697.796509
	Iteration 24Q: 3 clusters Score -144202.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -144214.109375 Penalty: 697.796509
	Iteration 25Q: 3 clusters Score -144214.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -144219.500000 Penalty: 697.796509
	Iteration 26Q: 3 clusters Score -144219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -144222.203125 Penalty: 697.796509
	Iteration 27Q: 3 clusters Score -144222.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -144222.625000 Penalty: 697.796509
	Iteration 28Q: 3 clusters Score -144222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -144222.984375 Penalty: 697.796509
	Iteration 29Q: 3 clusters Score -144223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -144223.375000 Penalty: 697.796509
	Iteration 30Q: 3 clusters Score -144223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -144223.906250 Penalty: 697.796509
	Iteration 31Q: 3 clusters Score -144223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -144223.921875 Penalty: 697.796509
	Iteration 32Q: 3 clusters Score -144223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -144223.921875 Penalty: 697.796509
	Iteration 33F: 3 clusters Score -144223.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Entering Unmasked Estep 
Score: -41881604.000000 Penalty: 15650.346680
Splitting cluster 10 changes total score from -41755544.000000 to -41881604.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -329553.000000 Penalty: 387.468536
	Iteration 0F: 2 clusters Score -329553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -326240.437500 Penalty: 774.937073
	Iteration 0F: 3 clusters Score -326240.4 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -328536.531250 Penalty: 774.937073
	Iteration 1F: 3 clusters Score -328536.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -329726.093750 Penalty: 774.937073
	Iteration 2F: 3 clusters Score -329726.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -330215.875000 Penalty: 774.937073
	Iteration 3F: 3 clusters Score -330215.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330404.125000 Penalty: 774.937073
	Iteration 4F: 3 clusters Score -330404.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330552.312500 Penalty: 774.937073
	Iteration 5Q: 3 clusters Score -330552.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -330678.812500 Penalty: 774.937073
	Iteration 6Q: 3 clusters Score -330678.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -330875.968750 Penalty: 774.937073
	Iteration 7Q: 3 clusters Score -330876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -331053.906250 Penalty: 774.937073
	Iteration 8Q: 3 clusters Score -331053.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -331219.968750 Penalty: 774.937073
	Iteration 9Q: 3 clusters Score -331220 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -331355.062500 Penalty: 774.937073
	Iteration 10Q: 3 clusters Score -331355.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -331546.656250 Penalty: 774.937073
	Iteration 11Q: 3 clusters Score -331546.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -331748.125000 Penalty: 774.937073
	Iteration 12Q: 3 clusters Score -331748.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -331985.781250 Penalty: 774.937073
	Iteration 13Q: 3 clusters Score -331985.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -332210.937500 Penalty: 774.937073
	Iteration 14Q: 3 clusters Score -332210.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332271.125000 Penalty: 774.937073
	Iteration 15Q: 3 clusters Score -332271.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332283.906250 Penalty: 774.937073
	Iteration 16Q: 3 clusters Score -332283.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -332292.250000 Penalty: 774.937073
	Iteration 17Q: 3 clusters Score -332292.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -332295.187500 Penalty: 774.937073
	Iteration 18Q: 3 clusters Score -332295.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -332297.187500 Penalty: 774.937073
	Iteration 19Q: 3 clusters Score -332297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -332306.343750 Penalty: 774.937073
	Iteration 20F: 3 clusters Score -332306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -332314.968750 Penalty: 774.937073
	Iteration 21Q: 3 clusters Score -332315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -332320.406250 Penalty: 774.937073
	Iteration 22Q: 3 clusters Score -332320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -332324.625000 Penalty: 774.937073
	Iteration 23Q: 3 clusters Score -332324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -332328.750000 Penalty: 774.937073
	Iteration 24Q: 3 clusters Score -332328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -332329.687500 Penalty: 774.937073
	Iteration 25Q: 3 clusters Score -332329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -332330.281250 Penalty: 774.937073
	Iteration 26Q: 3 clusters Score -332330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -332331.843750 Penalty: 774.937073
	Iteration 27Q: 3 clusters Score -332331.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332331.812500 Penalty: 774.937073
	Iteration 28Q: 3 clusters Score -332331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -332331.812500 Penalty: 774.937073
	Iteration 29F: 3 clusters Score -332331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3841 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Entering Unmasked Estep 
Score: -41884120.000000 Penalty: 16252.283203
Splitting cluster 11 changes total score from -41755544.000000 to -41884120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -40144.750000 Penalty: 291.588074
	Iteration 0F: 2 clusters Score -40144.75 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 297 members 
Entering Unmasked Estep 
Score: -39597.695312 Penalty: 583.176147
	Iteration 0F: 3 clusters Score -39597.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -39802.656250 Penalty: 583.176147
	Iteration 1F: 3 clusters Score -39802.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -39871.453125 Penalty: 583.176147
	Iteration 2F: 3 clusters Score -39871.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -39918.031250 Penalty: 583.176147
	Iteration 3F: 3 clusters Score -39918.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -39955.839844 Penalty: 583.176147
	Iteration 4F: 3 clusters Score -39955.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -39979.542969 Penalty: 583.176147
	Iteration 5F: 3 clusters Score -39979.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39990.265625 Penalty: 583.176147
	Iteration 6Q: 3 clusters Score -39990.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39994.320312 Penalty: 583.176147
	Iteration 7Q: 3 clusters Score -39994.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39996.308594 Penalty: 583.176147
	Iteration 8Q: 3 clusters Score -39996.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -39996.308594 Penalty: 583.176147
	Iteration 9F: 3 clusters Score -39996.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -275602.750000 Penalty: 375.533691
	Iteration 0F: 2 clusters Score -275602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -273040.531250 Penalty: 751.067383
	Iteration 0F: 3 clusters Score -273040.5 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -274121.343750 Penalty: 751.067383
	Iteration 1F: 3 clusters Score -274121.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -274472.093750 Penalty: 751.067383
	Iteration 2F: 3 clusters Score -274472.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -274890.750000 Penalty: 751.067383
	Iteration 3F: 3 clusters Score -274890.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -275277.343750 Penalty: 751.067383
	Iteration 4F: 3 clusters Score -275277.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -275572.187500 Penalty: 751.067383
	Iteration 5F: 3 clusters Score -275572.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275709.187500 Penalty: 751.067383
	Iteration 6F: 3 clusters Score -275709.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -275765.437500 Penalty: 751.067383
	Iteration 7Q: 3 clusters Score -275765.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -275794.031250 Penalty: 751.067383
	Iteration 8Q: 3 clusters Score -275794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -275807.906250 Penalty: 751.067383
	Iteration 9Q: 3 clusters Score -275807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -275816.093750 Penalty: 751.067383
	Iteration 10Q: 3 clusters Score -275816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -275820.000000 Penalty: 751.067383
	Iteration 11Q: 3 clusters Score -275820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -275822.812500 Penalty: 751.067383
	Iteration 12Q: 3 clusters Score -275822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -275824.312500 Penalty: 751.067383
	Iteration 13Q: 3 clusters Score -275824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -275825.593750 Penalty: 751.067383
	Iteration 14Q: 3 clusters Score -275825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -275825.875000 Penalty: 751.067383
	Iteration 15Q: 3 clusters Score -275825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -275826.125000 Penalty: 751.067383
	Iteration 16Q: 3 clusters Score -275826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -275826.625000 Penalty: 751.067383
	Iteration 17Q: 3 clusters Score -275826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -275827.593750 Penalty: 751.067383
	Iteration 18Q: 3 clusters Score -275827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -275827.843750 Penalty: 751.067383
	Iteration 19Q: 3 clusters Score -275827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275828.687500 Penalty: 751.067383
	Iteration 20F: 3 clusters Score -275828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275829.781250 Penalty: 751.067383
	Iteration 21Q: 3 clusters Score -275829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -275829.625000 Penalty: 751.067383
	Iteration 22Q: 3 clusters Score -275829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -275830.000000 Penalty: 751.067383
	Iteration 23Q: 3 clusters Score -275830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -275829.812500 Penalty: 751.067383
	Iteration 24Q: 3 clusters Score -275829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -275829.718750 Penalty: 751.067383
	Iteration 25Q: 3 clusters Score -275829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -275829.718750 Penalty: 751.067383
	Iteration 26F: 3 clusters Score -275829.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 53315 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Entering Unmasked Estep 
Score: -41884304.000000 Penalty: 16854.220703
Splitting cluster 13 changes total score from -41755544.000000 to -41884304.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (53315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Entering Unmasked Estep 
Score: -4134097.500000 Penalty: 495.220764
	Iteration 0F: 2 clusters Score -4134098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4111940.000000 Penalty: 990.441528
	Iteration 0F: 3 clusters Score -4111940 nChanged 25811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4132435.000000 Penalty: 990.441528
	Iteration 1F: 3 clusters Score -4132435 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4136146.750000 Penalty: 990.441528
	Iteration 2F: 3 clusters Score -4136147 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4138172.500000 Penalty: 990.441528
	Iteration 3F: 3 clusters Score -4138172 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4138904.250000 Penalty: 990.441528
	Iteration 4F: 3 clusters Score -4138904 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4139354.000000 Penalty: 990.441528
	Iteration 5Q: 3 clusters Score -4139354 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4139597.250000 Penalty: 990.441528
	Iteration 6Q: 3 clusters Score -4139597 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -4139736.750000 Penalty: 990.441528
	Iteration 7Q: 3 clusters Score -4139737 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4139772.000000 Penalty: 990.441528
	Iteration 8Q: 3 clusters Score -4139772 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4139785.750000 Penalty: 990.441528
	Iteration 9Q: 3 clusters Score -4139786 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4139838.500000 Penalty: 990.441528
	Iteration 10Q: 3 clusters Score -4139838 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4139956.250000 Penalty: 990.441528
	Iteration 11Q: 3 clusters Score -4139956 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4139966.000000 Penalty: 990.441528
	Iteration 12Q: 3 clusters Score -4139966 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4139917.000000 Penalty: 990.441528
	Iteration 13Q: 3 clusters Score -4139917 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4139903.250000 Penalty: 990.441528
	Iteration 14Q: 3 clusters Score -4139903 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4139904.750000 Penalty: 990.441528
	Iteration 15Q: 3 clusters Score -4139905 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4139887.250000 Penalty: 990.441528
	Iteration 16Q: 3 clusters Score -4139887 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4139923.500000 Penalty: 990.441528
	Iteration 17Q: 3 clusters Score -4139924 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4139994.500000 Penalty: 990.441528
	Iteration 18Q: 3 clusters Score -4139994 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4139985.750000 Penalty: 990.441528
	Iteration 19Q: 3 clusters Score -4139986 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4140630.500000 Penalty: 990.441528
	Iteration 20F: 3 clusters Score -4140630 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4140759.250000 Penalty: 990.441528
	Iteration 21Q: 3 clusters Score -4140759 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -4140579.250000 Penalty: 990.441528
	Iteration 22Q: 3 clusters Score -4140579 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4140373.000000 Penalty: 990.441528
	Iteration 23Q: 3 clusters Score -4140373 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4140191.750000 Penalty: 990.441528
	Iteration 24Q: 3 clusters Score -4140192 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -4140117.750000 Penalty: 990.441528
	Iteration 25Q: 3 clusters Score -4140118 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4140161.750000 Penalty: 990.441528
	Iteration 26Q: 3 clusters Score -4140162 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4140165.750000 Penalty: 990.441528
	Iteration 27Q: 3 clusters Score -4140166 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4140208.250000 Penalty: 990.441528
	Iteration 28Q: 3 clusters Score -4140208 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -4140205.250000 Penalty: 990.441528
	Iteration 29Q: 3 clusters Score -4140205 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4140170.250000 Penalty: 990.441528
	Iteration 30Q: 3 clusters Score -4140170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4140102.750000 Penalty: 990.441528
	Iteration 31Q: 3 clusters Score -4140103 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4140059.750000 Penalty: 990.441528
	Iteration 32Q: 3 clusters Score -4140060 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4140028.750000 Penalty: 990.441528
	Iteration 33Q: 3 clusters Score -4140029 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4140026.000000 Penalty: 990.441528
	Iteration 34Q: 3 clusters Score -4140026 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4139977.500000 Penalty: 990.441528
	Iteration 35Q: 3 clusters Score -4139978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4139907.500000 Penalty: 990.441528
	Iteration 36Q: 3 clusters Score -4139908 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4139863.250000 Penalty: 990.441528
	Iteration 37Q: 3 clusters Score -4139863 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4139783.250000 Penalty: 990.441528
	Iteration 38Q: 3 clusters Score -4139783 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4139761.250000 Penalty: 990.441528
	Iteration 39Q: 3 clusters Score -4139761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4139863.750000 Penalty: 990.441528
	Iteration 40F: 3 clusters Score -4139864 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -4140087.750000 Penalty: 990.441528
	Iteration 41Q: 3 clusters Score -4140088 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -4140201.500000 Penalty: 990.441528
	Iteration 42Q: 3 clusters Score -4140202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4140292.750000 Penalty: 990.441528
	Iteration 43Q: 3 clusters Score -4140293 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4140437.750000 Penalty: 990.441528
	Iteration 44Q: 3 clusters Score -4140438 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4140563.000000 Penalty: 990.441528
	Iteration 45Q: 3 clusters Score -4140563 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4140604.000000 Penalty: 990.441528
	Iteration 46Q: 3 clusters Score -4140604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4140665.250000 Penalty: 990.441528
	Iteration 47Q: 3 clusters Score -4140665 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -4140701.500000 Penalty: 990.441528
	Iteration 48Q: 3 clusters Score -4140702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -4140745.500000 Penalty: 990.441528
	Iteration 49Q: 3 clusters Score -4140746 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4140763.500000 Penalty: 990.441528
	Iteration 50Q: 3 clusters Score -4140764 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4140830.000000 Penalty: 990.441528
	Iteration 51Q: 3 clusters Score -4140830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -4140886.750000 Penalty: 990.441528
	Iteration 52Q: 3 clusters Score -4140887 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4140934.250000 Penalty: 990.441528
	Iteration 53Q: 3 clusters Score -4140934 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4140993.000000 Penalty: 990.441528
	Iteration 54Q: 3 clusters Score -4140993 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4141032.250000 Penalty: 990.441528
	Iteration 55Q: 3 clusters Score -4141032 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4141012.250000 Penalty: 990.441528
	Iteration 56Q: 3 clusters Score -4141012 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4141029.250000 Penalty: 990.441528
	Iteration 57Q: 3 clusters Score -4141029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4141066.750000 Penalty: 990.441528
	Iteration 58Q: 3 clusters Score -4141067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -4141085.500000 Penalty: 990.441528
	Iteration 59Q: 3 clusters Score -4141086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4141119.250000 Penalty: 990.441528
	Iteration 60F: 3 clusters Score -4141119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4141131.500000 Penalty: 990.441528
	Iteration 61Q: 3 clusters Score -4141132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4141162.250000 Penalty: 990.441528
	Iteration 62Q: 3 clusters Score -4141162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4141175.750000 Penalty: 990.441528
	Iteration 63Q: 3 clusters Score -4141176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4141192.500000 Penalty: 990.441528
	Iteration 64Q: 3 clusters Score -4141192 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4141232.500000 Penalty: 990.441528
	Iteration 65Q: 3 clusters Score -4141232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4141244.750000 Penalty: 990.441528
	Iteration 66Q: 3 clusters Score -4141245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4141239.500000 Penalty: 990.441528
	Iteration 67Q: 3 clusters Score -4141240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -4141239.000000 Penalty: 990.441528
	Iteration 68Q: 3 clusters Score -4141239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -4141251.000000 Penalty: 990.441528
	Iteration 69Q: 3 clusters Score -4141251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4141228.500000 Penalty: 990.441528
	Iteration 70Q: 3 clusters Score -4141228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4141229.500000 Penalty: 990.441528
	Iteration 71Q: 3 clusters Score -4141230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4141234.000000 Penalty: 990.441528
	Iteration 72Q: 3 clusters Score -4141234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4141239.500000 Penalty: 990.441528
	Iteration 73Q: 3 clusters Score -4141240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4141293.000000 Penalty: 990.441528
	Iteration 74Q: 3 clusters Score -4141293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4141293.500000 Penalty: 990.441528
	Iteration 75Q: 3 clusters Score -4141294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4141274.250000 Penalty: 990.441528
	Iteration 76Q: 3 clusters Score -4141274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -4141258.250000 Penalty: 990.441528
	Iteration 77Q: 3 clusters Score -4141258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -4141273.250000 Penalty: 990.441528
	Iteration 78Q: 3 clusters Score -4141273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4141284.000000 Penalty: 990.441528
	Iteration 79Q: 3 clusters Score -4141284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4141281.250000 Penalty: 990.441528
	Iteration 80F: 3 clusters Score -4141281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4141281.000000 Penalty: 990.441528
	Iteration 81Q: 3 clusters Score -4141281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4141286.500000 Penalty: 990.441528
	Iteration 82Q: 3 clusters Score -4141286 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4141267.250000 Penalty: 990.441528
	Iteration 83Q: 3 clusters Score -4141267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4141277.250000 Penalty: 990.441528
	Iteration 84Q: 3 clusters Score -4141277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4141290.750000 Penalty: 990.441528
	Iteration 85Q: 3 clusters Score -4141291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -4141286.250000 Penalty: 990.441528
	Iteration 86Q: 3 clusters Score -4141286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4141277.500000 Penalty: 990.441528
	Iteration 87Q: 3 clusters Score -4141278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4141271.500000 Penalty: 990.441528
	Iteration 88Q: 3 clusters Score -4141272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -4141266.000000 Penalty: 990.441528
	Iteration 89Q: 3 clusters Score -4141266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4141262.000000 Penalty: 990.441528
	Iteration 90Q: 3 clusters Score -4141262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4141261.250000 Penalty: 990.441528
	Iteration 91Q: 3 clusters Score -4141261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4141260.250000 Penalty: 990.441528
	Iteration 92Q: 3 clusters Score -4141260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -4141258.000000 Penalty: 990.441528
	Iteration 93Q: 3 clusters Score -4141258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4141278.500000 Penalty: 990.441528
	Iteration 94Q: 3 clusters Score -4141278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4141274.000000 Penalty: 990.441528
	Iteration 95Q: 3 clusters Score -4141274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4141286.750000 Penalty: 990.441528
	Iteration 96Q: 3 clusters Score -4141287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4141283.750000 Penalty: 990.441528
	Iteration 97Q: 3 clusters Score -4141284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4141278.750000 Penalty: 990.441528
	Iteration 98Q: 3 clusters Score -4141279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4141290.250000 Penalty: 990.441528
	Iteration 99Q: 3 clusters Score -4141290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -4141299.000000 Penalty: 990.441528
	Iteration 100F: 3 clusters Score -4141299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4141297.250000 Penalty: 990.441528
	Iteration 101Q: 3 clusters Score -4141297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4141294.250000 Penalty: 990.441528
	Iteration 102Q: 3 clusters Score -4141294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4141280.750000 Penalty: 990.441528
	Iteration 103Q: 3 clusters Score -4141281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -4141283.250000 Penalty: 990.441528
	Iteration 104Q: 3 clusters Score -4141283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4141279.750000 Penalty: 990.441528
	Iteration 105Q: 3 clusters Score -4141280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4141283.750000 Penalty: 990.441528
	Iteration 106Q: 3 clusters Score -4141284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4141286.750000 Penalty: 990.441528
	Iteration 107Q: 3 clusters Score -4141287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4141289.000000 Penalty: 990.441528
	Iteration 108Q: 3 clusters Score -4141289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4141288.750000 Penalty: 990.441528
	Iteration 109Q: 3 clusters Score -4141289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4141286.750000 Penalty: 990.441528
	Iteration 110Q: 3 clusters Score -4141287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4141288.750000 Penalty: 990.441528
	Iteration 111Q: 3 clusters Score -4141289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4141286.750000 Penalty: 990.441528
	Iteration 112Q: 3 clusters Score -4141287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4141288.250000 Penalty: 990.441528
	Iteration 113Q: 3 clusters Score -4141288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4141288.250000 Penalty: 990.441528
	Iteration 114F: 3 clusters Score -4141288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 84957 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Entering Unmasked Estep 
Score: -41891460.000000 Penalty: 17456.156250
Splitting cluster 14 changes total score from -41755544.000000 to -41891460.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (84957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Entering Unmasked Estep 
Score: -6719620.000000 Penalty: 516.420471
	Iteration 0F: 2 clusters Score -6719620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -6739478.500000 Penalty: 1032.840942
	Iteration 0F: 3 clusters Score -6739478 nChanged 41851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -6762941.500000 Penalty: 1032.840942
	Iteration 1F: 3 clusters Score -6762942 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -6765722.500000 Penalty: 1032.840942
	Iteration 2F: 3 clusters Score -6765722 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -6770481.500000 Penalty: 1032.840942
	Iteration 3F: 3 clusters Score -6770482 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -6775382.500000 Penalty: 1032.840942
	Iteration 4F: 3 clusters Score -6775382 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6778317.500000 Penalty: 1032.840942
	Iteration 5F: 3 clusters Score -6778318 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -6778924.500000 Penalty: 1032.840942
	Iteration 6Q: 3 clusters Score -6778924 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6778894.000000 Penalty: 1032.840942
	Iteration 7Q: 3 clusters Score -6778894 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -6778759.000000 Penalty: 1032.840942
	Iteration 8Q: 3 clusters Score -6778759 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -6778573.000000 Penalty: 1032.840942
	Iteration 9Q: 3 clusters Score -6778573 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6778563.000000 Penalty: 1032.840942
	Iteration 10Q: 3 clusters Score -6778563 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -6778613.500000 Penalty: 1032.840942
	Iteration 11Q: 3 clusters Score -6778614 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -6778541.000000 Penalty: 1032.840942
	Iteration 12Q: 3 clusters Score -6778541 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6778456.000000 Penalty: 1032.840942
	Iteration 13Q: 3 clusters Score -6778456 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -6778544.000000 Penalty: 1032.840942
	Iteration 14Q: 3 clusters Score -6778544 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -6778534.000000 Penalty: 1032.840942
	Iteration 15Q: 3 clusters Score -6778534 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -6778429.500000 Penalty: 1032.840942
	Iteration 16Q: 3 clusters Score -6778430 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -6778457.000000 Penalty: 1032.840942
	Iteration 17Q: 3 clusters Score -6778457 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -6778298.500000 Penalty: 1032.840942
	Iteration 18Q: 3 clusters Score -6778298 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -6778299.000000 Penalty: 1032.840942
	Iteration 19Q: 3 clusters Score -6778299 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -6778235.500000 Penalty: 1032.840942
	Iteration 20F: 3 clusters Score -6778236 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6778162.500000 Penalty: 1032.840942
	Iteration 21Q: 3 clusters Score -6778162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6778123.500000 Penalty: 1032.840942
	Iteration 22Q: 3 clusters Score -6778124 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6778144.000000 Penalty: 1032.840942
	Iteration 23Q: 3 clusters Score -6778144 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6778281.500000 Penalty: 1032.840942
	Iteration 24Q: 3 clusters Score -6778282 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -6778222.000000 Penalty: 1032.840942
	Iteration 25Q: 3 clusters Score -6778222 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6778220.500000 Penalty: 1032.840942
	Iteration 26Q: 3 clusters Score -6778220 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -6778357.500000 Penalty: 1032.840942
	Iteration 27Q: 3 clusters Score -6778358 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -6778386.500000 Penalty: 1032.840942
	Iteration 28Q: 3 clusters Score -6778386 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -6778344.000000 Penalty: 1032.840942
	Iteration 29Q: 3 clusters Score -6778344 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6778272.500000 Penalty: 1032.840942
	Iteration 30Q: 3 clusters Score -6778272 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -6778278.500000 Penalty: 1032.840942
	Iteration 31Q: 3 clusters Score -6778278 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -6778249.500000 Penalty: 1032.840942
	Iteration 32Q: 3 clusters Score -6778250 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6778233.500000 Penalty: 1032.840942
	Iteration 33Q: 3 clusters Score -6778234 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -6778101.500000 Penalty: 1032.840942
	Iteration 34Q: 3 clusters Score -6778102 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -6777735.000000 Penalty: 1032.840942
	Iteration 35Q: 3 clusters Score -6777735 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -6777353.000000 Penalty: 1032.840942
	Iteration 36Q: 3 clusters Score -6777353 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6777076.500000 Penalty: 1032.840942
	Iteration 37Q: 3 clusters Score -6777076 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -6776669.000000 Penalty: 1032.840942
	Iteration 38Q: 3 clusters Score -6776669 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -6776282.000000 Penalty: 1032.840942
	Iteration 39Q: 3 clusters Score -6776282 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -6776159.000000 Penalty: 1032.840942
	Iteration 40F: 3 clusters Score -6776159 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -6776397.500000 Penalty: 1032.840942
	Iteration 41Q: 3 clusters Score -6776398 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6776636.500000 Penalty: 1032.840942
	Iteration 42Q: 3 clusters Score -6776636 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6777020.500000 Penalty: 1032.840942
	Iteration 43Q: 3 clusters Score -6777020 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -6777227.500000 Penalty: 1032.840942
	Iteration 44Q: 3 clusters Score -6777228 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6777363.500000 Penalty: 1032.840942
	Iteration 45Q: 3 clusters Score -6777364 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -6777626.500000 Penalty: 1032.840942
	Iteration 46Q: 3 clusters Score -6777626 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -6777916.000000 Penalty: 1032.840942
	Iteration 47Q: 3 clusters Score -6777916 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6778285.000000 Penalty: 1032.840942
	Iteration 48Q: 3 clusters Score -6778285 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -6778571.500000 Penalty: 1032.840942
	Iteration 49Q: 3 clusters Score -6778572 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -6778962.000000 Penalty: 1032.840942
	Iteration 50Q: 3 clusters Score -6778962 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6779175.500000 Penalty: 1032.840942
	Iteration 51Q: 3 clusters Score -6779176 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6779423.500000 Penalty: 1032.840942
	Iteration 52Q: 3 clusters Score -6779424 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6779804.000000 Penalty: 1032.840942
	Iteration 53Q: 3 clusters Score -6779804 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -6779984.000000 Penalty: 1032.840942
	Iteration 54Q: 3 clusters Score -6779984 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6780165.000000 Penalty: 1032.840942
	Iteration 55Q: 3 clusters Score -6780165 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -6780354.500000 Penalty: 1032.840942
	Iteration 56Q: 3 clusters Score -6780354 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -6780528.500000 Penalty: 1032.840942
	Iteration 57Q: 3 clusters Score -6780528 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6780676.000000 Penalty: 1032.840942
	Iteration 58Q: 3 clusters Score -6780676 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6781034.500000 Penalty: 1032.840942
	Iteration 59Q: 3 clusters Score -6781034 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6781272.000000 Penalty: 1032.840942
	Iteration 60F: 3 clusters Score -6781272 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -6781658.500000 Penalty: 1032.840942
	Iteration 61Q: 3 clusters Score -6781658 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -6782145.000000 Penalty: 1032.840942
	Iteration 62Q: 3 clusters Score -6782145 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -6782778.500000 Penalty: 1032.840942
	Iteration 63Q: 3 clusters Score -6782778 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -6783173.500000 Penalty: 1032.840942
	Iteration 64Q: 3 clusters Score -6783174 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6783625.500000 Penalty: 1032.840942
	Iteration 65Q: 3 clusters Score -6783626 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -6784162.500000 Penalty: 1032.840942
	Iteration 66Q: 3 clusters Score -6784162 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -6784688.000000 Penalty: 1032.840942
	Iteration 67Q: 3 clusters Score -6784688 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -6785025.500000 Penalty: 1032.840942
	Iteration 68Q: 3 clusters Score -6785026 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -6785273.000000 Penalty: 1032.840942
	Iteration 69Q: 3 clusters Score -6785273 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6785350.500000 Penalty: 1032.840942
	Iteration 70Q: 3 clusters Score -6785350 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -6785485.500000 Penalty: 1032.840942
	Iteration 71Q: 3 clusters Score -6785486 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6785671.000000 Penalty: 1032.840942
	Iteration 72Q: 3 clusters Score -6785671 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -6785737.500000 Penalty: 1032.840942
	Iteration 73Q: 3 clusters Score -6785738 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -6785848.500000 Penalty: 1032.840942
	Iteration 74Q: 3 clusters Score -6785848 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -6785895.000000 Penalty: 1032.840942
	Iteration 75Q: 3 clusters Score -6785895 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -6786015.500000 Penalty: 1032.840942
	Iteration 76Q: 3 clusters Score -6786016 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6786032.000000 Penalty: 1032.840942
	Iteration 77Q: 3 clusters Score -6786032 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -6786061.000000 Penalty: 1032.840942
	Iteration 78Q: 3 clusters Score -6786061 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6786112.000000 Penalty: 1032.840942
	Iteration 79Q: 3 clusters Score -6786112 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6786135.500000 Penalty: 1032.840942
	Iteration 80F: 3 clusters Score -6786136 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6785967.500000 Penalty: 1032.840942
	Iteration 81Q: 3 clusters Score -6785968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -6785794.500000 Penalty: 1032.840942
	Iteration 82Q: 3 clusters Score -6785794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6785753.500000 Penalty: 1032.840942
	Iteration 83Q: 3 clusters Score -6785754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6785719.000000 Penalty: 1032.840942
	Iteration 84Q: 3 clusters Score -6785719 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6785640.000000 Penalty: 1032.840942
	Iteration 85Q: 3 clusters Score -6785640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6785648.500000 Penalty: 1032.840942
	Iteration 86Q: 3 clusters Score -6785648 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6785641.500000 Penalty: 1032.840942
	Iteration 87Q: 3 clusters Score -6785642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -6785622.500000 Penalty: 1032.840942
	Iteration 88Q: 3 clusters Score -6785622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6785625.500000 Penalty: 1032.840942
	Iteration 89Q: 3 clusters Score -6785626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -6785590.500000 Penalty: 1032.840942
	Iteration 90Q: 3 clusters Score -6785590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6785589.500000 Penalty: 1032.840942
	Iteration 91Q: 3 clusters Score -6785590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6785595.000000 Penalty: 1032.840942
	Iteration 92Q: 3 clusters Score -6785595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -6785595.500000 Penalty: 1032.840942
	Iteration 93Q: 3 clusters Score -6785596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6785585.500000 Penalty: 1032.840942
	Iteration 94Q: 3 clusters Score -6785586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6785604.000000 Penalty: 1032.840942
	Iteration 95Q: 3 clusters Score -6785604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -6785608.000000 Penalty: 1032.840942
	Iteration 96Q: 3 clusters Score -6785608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6785609.000000 Penalty: 1032.840942
	Iteration 97Q: 3 clusters Score -6785609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6785607.500000 Penalty: 1032.840942
	Iteration 98Q: 3 clusters Score -6785608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -6785620.000000 Penalty: 1032.840942
	Iteration 99Q: 3 clusters Score -6785620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -6785595.500000 Penalty: 1032.840942
	Iteration 100F: 3 clusters Score -6785596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6785620.000000 Penalty: 1032.840942
	Iteration 101Q: 3 clusters Score -6785620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6785642.000000 Penalty: 1032.840942
	Iteration 102Q: 3 clusters Score -6785642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6785655.500000 Penalty: 1032.840942
	Iteration 103Q: 3 clusters Score -6785656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6785662.000000 Penalty: 1032.840942
	Iteration 104Q: 3 clusters Score -6785662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6785668.500000 Penalty: 1032.840942
	Iteration 105Q: 3 clusters Score -6785668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -6785640.500000 Penalty: 1032.840942
	Iteration 106Q: 3 clusters Score -6785640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6785660.000000 Penalty: 1032.840942
	Iteration 107Q: 3 clusters Score -6785660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6785656.000000 Penalty: 1032.840942
	Iteration 108Q: 3 clusters Score -6785656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6785656.000000 Penalty: 1032.840942
	Iteration 109Q: 3 clusters Score -6785656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6785646.000000 Penalty: 1032.840942
	Iteration 110Q: 3 clusters Score -6785646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6785659.000000 Penalty: 1032.840942
	Iteration 111Q: 3 clusters Score -6785659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6785649.000000 Penalty: 1032.840942
	Iteration 112Q: 3 clusters Score -6785649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6785640.000000 Penalty: 1032.840942
	Iteration 113Q: 3 clusters Score -6785640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -6785645.500000 Penalty: 1032.840942
	Iteration 114Q: 3 clusters Score -6785646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6785637.000000 Penalty: 1032.840942
	Iteration 115Q: 3 clusters Score -6785637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6785637.000000 Penalty: 1032.840942
	Iteration 116F: 3 clusters Score -6785637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 36146 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 45126 members 
Entering Unmasked Estep 
Score: -41957380.000000 Penalty: 18058.093750
Splitting cluster 15 changes total score from -41755544.000000 to -41957380.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (36146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Entering Unmasked Estep 
Score: -2680101.250000 Penalty: 477.537109
	Iteration 0F: 2 clusters Score -2680101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2656008.500000 Penalty: 955.074219
	Iteration 0F: 3 clusters Score -2656008 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2667664.250000 Penalty: 955.074219
	Iteration 1F: 3 clusters Score -2667664 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2669365.500000 Penalty: 955.074219
	Iteration 2F: 3 clusters Score -2669366 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2671446.000000 Penalty: 955.074219
	Iteration 3F: 3 clusters Score -2671446 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -2673443.000000 Penalty: 955.074219
	Iteration 4F: 3 clusters Score -2673443 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -2674934.750000 Penalty: 955.074219
	Iteration 5F: 3 clusters Score -2674935 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2675926.250000 Penalty: 955.074219
	Iteration 6Q: 3 clusters Score -2675926 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2676677.500000 Penalty: 955.074219
	Iteration 7Q: 3 clusters Score -2676678 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2677334.500000 Penalty: 955.074219
	Iteration 8Q: 3 clusters Score -2677334 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -2677964.000000 Penalty: 955.074219
	Iteration 9Q: 3 clusters Score -2677964 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -2678579.500000 Penalty: 955.074219
	Iteration 10Q: 3 clusters Score -2678580 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -2679229.250000 Penalty: 955.074219
	Iteration 11Q: 3 clusters Score -2679229 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2679834.000000 Penalty: 955.074219
	Iteration 12Q: 3 clusters Score -2679834 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -2680326.000000 Penalty: 955.074219
	Iteration 13Q: 3 clusters Score -2680326 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -2680583.250000 Penalty: 955.074219
	Iteration 14Q: 3 clusters Score -2680583 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -2680725.250000 Penalty: 955.074219
	Iteration 15Q: 3 clusters Score -2680725 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -2680828.000000 Penalty: 955.074219
	Iteration 16Q: 3 clusters Score -2680828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -2680875.500000 Penalty: 955.074219
	Iteration 17Q: 3 clusters Score -2680876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -2680894.000000 Penalty: 955.074219
	Iteration 18Q: 3 clusters Score -2680894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -2680902.500000 Penalty: 955.074219
	Iteration 19Q: 3 clusters Score -2680902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2680917.000000 Penalty: 955.074219
	Iteration 20F: 3 clusters Score -2680917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -2680928.500000 Penalty: 955.074219
	Iteration 21Q: 3 clusters Score -2680928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -2680941.500000 Penalty: 955.074219
	Iteration 22Q: 3 clusters Score -2680942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -2680948.000000 Penalty: 955.074219
	Iteration 23Q: 3 clusters Score -2680948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -2680962.000000 Penalty: 955.074219
	Iteration 24Q: 3 clusters Score -2680962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -2680980.000000 Penalty: 955.074219
	Iteration 25Q: 3 clusters Score -2680980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -2680982.250000 Penalty: 955.074219
	Iteration 26Q: 3 clusters Score -2680982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -2680993.750000 Penalty: 955.074219
	Iteration 27Q: 3 clusters Score -2680994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -2680998.500000 Penalty: 955.074219
	Iteration 28Q: 3 clusters Score -2680998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -2681007.500000 Penalty: 955.074219
	Iteration 29Q: 3 clusters Score -2681008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -2681022.000000 Penalty: 955.074219
	Iteration 30Q: 3 clusters Score -2681022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -2681021.000000 Penalty: 955.074219
	Iteration 31Q: 3 clusters Score -2681021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -2681025.500000 Penalty: 955.074219
	Iteration 32Q: 3 clusters Score -2681026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -2681023.750000 Penalty: 955.074219
	Iteration 33Q: 3 clusters Score -2681024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -2681026.000000 Penalty: 955.074219
	Iteration 34Q: 3 clusters Score -2681026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -2681029.250000 Penalty: 955.074219
	Iteration 35Q: 3 clusters Score -2681029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -2681028.250000 Penalty: 955.074219
	Iteration 36Q: 3 clusters Score -2681028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -2681030.750000 Penalty: 955.074219
	Iteration 37Q: 3 clusters Score -2681031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -2681027.250000 Penalty: 955.074219
	Iteration 38Q: 3 clusters Score -2681027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -2681027.250000 Penalty: 955.074219
	Iteration 39Q: 3 clusters Score -2681027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2681028.750000 Penalty: 955.074219
	Iteration 40F: 3 clusters Score -2681029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -2681030.000000 Penalty: 955.074219
	Iteration 41Q: 3 clusters Score -2681030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -2681032.750000 Penalty: 955.074219
	Iteration 42Q: 3 clusters Score -2681033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -2681033.750000 Penalty: 955.074219
	Iteration 43Q: 3 clusters Score -2681034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -2681035.500000 Penalty: 955.074219
	Iteration 44Q: 3 clusters Score -2681036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -2681032.750000 Penalty: 955.074219
	Iteration 45Q: 3 clusters Score -2681033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -2681034.750000 Penalty: 955.074219
	Iteration 46Q: 3 clusters Score -2681035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -2681037.500000 Penalty: 955.074219
	Iteration 47Q: 3 clusters Score -2681038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -2681037.000000 Penalty: 955.074219
	Iteration 48Q: 3 clusters Score -2681037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -2681037.000000 Penalty: 955.074219
	Iteration 49F: 3 clusters Score -2681037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 45126 members 
Mstep: Class 31 contains 34082 members 
Entering Unmasked Estep 
Score: -41958080.000000 Penalty: 18660.029297
Splitting cluster 16 changes total score from -41755544.000000 to -41958080.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -57613.117188 Penalty: 329.318909
	Iteration 0F: 2 clusters Score -57613.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -56699.042969 Penalty: 658.637817
	Iteration 0F: 3 clusters Score -56699.04 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -57624.800781 Penalty: 658.637817
	Iteration 1F: 3 clusters Score -57624.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -58116.835938 Penalty: 658.637817
	Iteration 2F: 3 clusters Score -58116.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -58392.449219 Penalty: 658.637817
	Iteration 3F: 3 clusters Score -58392.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -58596.355469 Penalty: 658.637817
	Iteration 4F: 3 clusters Score -58596.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -58723.742188 Penalty: 658.637817
	Iteration 5Q: 3 clusters Score -58723.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -58795.359375 Penalty: 658.637817
	Iteration 6Q: 3 clusters Score -58795.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -58830.144531 Penalty: 658.637817
	Iteration 7Q: 3 clusters Score -58830.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -58847.957031 Penalty: 658.637817
	Iteration 8Q: 3 clusters Score -58847.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -58859.328125 Penalty: 658.637817
	Iteration 9Q: 3 clusters Score -58859.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -58864.015625 Penalty: 658.637817
	Iteration 10Q: 3 clusters Score -58864.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -58865.121094 Penalty: 658.637817
	Iteration 11Q: 3 clusters Score -58865.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -58865.898438 Penalty: 658.637817
	Iteration 12Q: 3 clusters Score -58865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -58866.796875 Penalty: 658.637817
	Iteration 13Q: 3 clusters Score -58866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -58867.113281 Penalty: 658.637817
	Iteration 14Q: 3 clusters Score -58867.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -58867.113281 Penalty: 658.637817
	Iteration 15F: 3 clusters Score -58867.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 77594 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 45126 members 
Mstep: Class 31 contains 34082 members 
Mstep: Class 32 contains 757 members 
Entering Unmasked Estep 
Score: -41959028.000000 Penalty: 19261.964844
Splitting cluster 17 changes total score from -41755544.000000 to -41959028.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (77594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Entering Unmasked Estep 
Score: -6007947.500000 Penalty: 512.295654
	Iteration 0F: 2 clusters Score -6007948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6007866.000000 Penalty: 1024.591309
	Iteration 0F: 3 clusters Score -6007866 nChanged 37830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -6031415.500000 Penalty: 1024.591309
	Iteration 1F: 3 clusters Score -6031416 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -6032805.000000 Penalty: 1024.591309
	Iteration 2F: 3 clusters Score -6032805 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -6034597.500000 Penalty: 1024.591309
	Iteration 3F: 3 clusters Score -6034598 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -6037308.000000 Penalty: 1024.591309
	Iteration 4F: 3 clusters Score -6037308 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -6040465.000000 Penalty: 1024.591309
	Iteration 5F: 3 clusters Score -6040465 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -6042144.000000 Penalty: 1024.591309
	Iteration 6F: 3 clusters Score -6042144 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -6042898.000000 Penalty: 1024.591309
	Iteration 7F: 3 clusters Score -6042898 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6043352.000000 Penalty: 1024.591309
	Iteration 8Q: 3 clusters Score -6043352 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6043512.500000 Penalty: 1024.591309
	Iteration 9Q: 3 clusters Score -6043512 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -6043702.000000 Penalty: 1024.591309
	Iteration 10Q: 3 clusters Score -6043702 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6043874.000000 Penalty: 1024.591309
	Iteration 11Q: 3 clusters Score -6043874 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -6044063.000000 Penalty: 1024.591309
	Iteration 12Q: 3 clusters Score -6044063 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -6044300.000000 Penalty: 1024.591309
	Iteration 13Q: 3 clusters Score -6044300 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6044503.500000 Penalty: 1024.591309
	Iteration 14Q: 3 clusters Score -6044504 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -6044697.500000 Penalty: 1024.591309
	Iteration 15Q: 3 clusters Score -6044698 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -6044772.000000 Penalty: 1024.591309
	Iteration 16Q: 3 clusters Score -6044772 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -6044895.000000 Penalty: 1024.591309
	Iteration 17Q: 3 clusters Score -6044895 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -6045058.500000 Penalty: 1024.591309
	Iteration 18Q: 3 clusters Score -6045058 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6045271.000000 Penalty: 1024.591309
	Iteration 19Q: 3 clusters Score -6045271 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -6045268.000000 Penalty: 1024.591309
	Iteration 20F: 3 clusters Score -6045268 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -6045470.500000 Penalty: 1024.591309
	Iteration 21Q: 3 clusters Score -6045470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6045428.500000 Penalty: 1024.591309
	Iteration 22Q: 3 clusters Score -6045428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -6045604.000000 Penalty: 1024.591309
	Iteration 23Q: 3 clusters Score -6045604 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -6045626.000000 Penalty: 1024.591309
	Iteration 24Q: 3 clusters Score -6045626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -6045724.000000 Penalty: 1024.591309
	Iteration 25Q: 3 clusters Score -6045724 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -6045783.500000 Penalty: 1024.591309
	Iteration 26Q: 3 clusters Score -6045784 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -6045894.500000 Penalty: 1024.591309
	Iteration 27Q: 3 clusters Score -6045894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -6045873.000000 Penalty: 1024.591309
	Iteration 28Q: 3 clusters Score -6045873 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -6045983.000000 Penalty: 1024.591309
	Iteration 29Q: 3 clusters Score -6045983 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6045944.000000 Penalty: 1024.591309
	Iteration 30Q: 3 clusters Score -6045944 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -6046092.000000 Penalty: 1024.591309
	Iteration 31Q: 3 clusters Score -6046092 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -6046103.000000 Penalty: 1024.591309
	Iteration 32Q: 3 clusters Score -6046103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -6046189.000000 Penalty: 1024.591309
	Iteration 33Q: 3 clusters Score -6046189 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -6046224.000000 Penalty: 1024.591309
	Iteration 34Q: 3 clusters Score -6046224 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -6046299.500000 Penalty: 1024.591309
	Iteration 35Q: 3 clusters Score -6046300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6046359.500000 Penalty: 1024.591309
	Iteration 36Q: 3 clusters Score -6046360 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -6046415.000000 Penalty: 1024.591309
	Iteration 37Q: 3 clusters Score -6046415 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -6046428.000000 Penalty: 1024.591309
	Iteration 38Q: 3 clusters Score -6046428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -6046474.000000 Penalty: 1024.591309
	Iteration 39Q: 3 clusters Score -6046474 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6046520.000000 Penalty: 1024.591309
	Iteration 40F: 3 clusters Score -6046520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -6046539.500000 Penalty: 1024.591309
	Iteration 41Q: 3 clusters Score -6046540 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6046550.500000 Penalty: 1024.591309
	Iteration 42Q: 3 clusters Score -6046550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -6046558.000000 Penalty: 1024.591309
	Iteration 43Q: 3 clusters Score -6046558 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6046650.500000 Penalty: 1024.591309
	Iteration 44Q: 3 clusters Score -6046650 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6046659.500000 Penalty: 1024.591309
	Iteration 45Q: 3 clusters Score -6046660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -6046722.000000 Penalty: 1024.591309
	Iteration 46Q: 3 clusters Score -6046722 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -6046779.500000 Penalty: 1024.591309
	Iteration 47Q: 3 clusters Score -6046780 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6046854.000000 Penalty: 1024.591309
	Iteration 48Q: 3 clusters Score -6046854 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6046889.000000 Penalty: 1024.591309
	Iteration 49Q: 3 clusters Score -6046889 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6047001.500000 Penalty: 1024.591309
	Iteration 50Q: 3 clusters Score -6047002 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -6047071.500000 Penalty: 1024.591309
	Iteration 51Q: 3 clusters Score -6047072 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -6047169.000000 Penalty: 1024.591309
	Iteration 52Q: 3 clusters Score -6047169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6047282.000000 Penalty: 1024.591309
	Iteration 53Q: 3 clusters Score -6047282 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6047386.500000 Penalty: 1024.591309
	Iteration 54Q: 3 clusters Score -6047386 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6047423.000000 Penalty: 1024.591309
	Iteration 55Q: 3 clusters Score -6047423 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -6047500.000000 Penalty: 1024.591309
	Iteration 56Q: 3 clusters Score -6047500 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -6047582.500000 Penalty: 1024.591309
	Iteration 57Q: 3 clusters Score -6047582 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -6047575.500000 Penalty: 1024.591309
	Iteration 58Q: 3 clusters Score -6047576 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -6047642.500000 Penalty: 1024.591309
	Iteration 59Q: 3 clusters Score -6047642 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -6047700.500000 Penalty: 1024.591309
	Iteration 60F: 3 clusters Score -6047700 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -6047738.000000 Penalty: 1024.591309
	Iteration 61Q: 3 clusters Score -6047738 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -6047834.000000 Penalty: 1024.591309
	Iteration 62Q: 3 clusters Score -6047834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6047849.000000 Penalty: 1024.591309
	Iteration 63Q: 3 clusters Score -6047849 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -6047901.000000 Penalty: 1024.591309
	Iteration 64Q: 3 clusters Score -6047901 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6047947.500000 Penalty: 1024.591309
	Iteration 65Q: 3 clusters Score -6047948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -6048022.000000 Penalty: 1024.591309
	Iteration 66Q: 3 clusters Score -6048022 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -6048060.500000 Penalty: 1024.591309
	Iteration 67Q: 3 clusters Score -6048060 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -6048126.000000 Penalty: 1024.591309
	Iteration 68Q: 3 clusters Score -6048126 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -6048205.000000 Penalty: 1024.591309
	Iteration 69Q: 3 clusters Score -6048205 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -6048230.500000 Penalty: 1024.591309
	Iteration 70Q: 3 clusters Score -6048230 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -6048265.000000 Penalty: 1024.591309
	Iteration 71Q: 3 clusters Score -6048265 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6048289.500000 Penalty: 1024.591309
	Iteration 72Q: 3 clusters Score -6048290 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -6048337.500000 Penalty: 1024.591309
	Iteration 73Q: 3 clusters Score -6048338 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -6048414.500000 Penalty: 1024.591309
	Iteration 74Q: 3 clusters Score -6048414 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -6048456.000000 Penalty: 1024.591309
	Iteration 75Q: 3 clusters Score -6048456 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -6048501.000000 Penalty: 1024.591309
	Iteration 76Q: 3 clusters Score -6048501 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6048586.500000 Penalty: 1024.591309
	Iteration 77Q: 3 clusters Score -6048586 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -6048663.000000 Penalty: 1024.591309
	Iteration 78Q: 3 clusters Score -6048663 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6048744.500000 Penalty: 1024.591309
	Iteration 79Q: 3 clusters Score -6048744 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6048750.500000 Penalty: 1024.591309
	Iteration 80F: 3 clusters Score -6048750 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6048783.500000 Penalty: 1024.591309
	Iteration 81Q: 3 clusters Score -6048784 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -6048779.500000 Penalty: 1024.591309
	Iteration 82Q: 3 clusters Score -6048780 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -6048801.500000 Penalty: 1024.591309
	Iteration 83Q: 3 clusters Score -6048802 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6048799.000000 Penalty: 1024.591309
	Iteration 84Q: 3 clusters Score -6048799 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6048870.000000 Penalty: 1024.591309
	Iteration 85Q: 3 clusters Score -6048870 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -6048887.500000 Penalty: 1024.591309
	Iteration 86Q: 3 clusters Score -6048888 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -6048897.000000 Penalty: 1024.591309
	Iteration 87Q: 3 clusters Score -6048897 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -6048886.000000 Penalty: 1024.591309
	Iteration 88Q: 3 clusters Score -6048886 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -6048900.500000 Penalty: 1024.591309
	Iteration 89Q: 3 clusters Score -6048900 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6048869.000000 Penalty: 1024.591309
	Iteration 90Q: 3 clusters Score -6048869 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6048840.000000 Penalty: 1024.591309
	Iteration 91Q: 3 clusters Score -6048840 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -6048829.000000 Penalty: 1024.591309
	Iteration 92Q: 3 clusters Score -6048829 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -6048801.000000 Penalty: 1024.591309
	Iteration 93Q: 3 clusters Score -6048801 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -6048791.500000 Penalty: 1024.591309
	Iteration 94Q: 3 clusters Score -6048792 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6048797.000000 Penalty: 1024.591309
	Iteration 95Q: 3 clusters Score -6048797 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6048734.000000 Penalty: 1024.591309
	Iteration 96Q: 3 clusters Score -6048734 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -6048693.000000 Penalty: 1024.591309
	Iteration 97Q: 3 clusters Score -6048693 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -6048681.000000 Penalty: 1024.591309
	Iteration 98Q: 3 clusters Score -6048681 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -6048661.000000 Penalty: 1024.591309
	Iteration 99Q: 3 clusters Score -6048661 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6048643.000000 Penalty: 1024.591309
	Iteration 100F: 3 clusters Score -6048643 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6048633.500000 Penalty: 1024.591309
	Iteration 101Q: 3 clusters Score -6048634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6048638.000000 Penalty: 1024.591309
	Iteration 102Q: 3 clusters Score -6048638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -6048582.000000 Penalty: 1024.591309
	Iteration 103Q: 3 clusters Score -6048582 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6048547.500000 Penalty: 1024.591309
	Iteration 104Q: 3 clusters Score -6048548 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -6048546.500000 Penalty: 1024.591309
	Iteration 105Q: 3 clusters Score -6048546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -6048554.500000 Penalty: 1024.591309
	Iteration 106Q: 3 clusters Score -6048554 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -6048563.000000 Penalty: 1024.591309
	Iteration 107Q: 3 clusters Score -6048563 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -6048548.000000 Penalty: 1024.591309
	Iteration 108Q: 3 clusters Score -6048548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -6048533.000000 Penalty: 1024.591309
	Iteration 109Q: 3 clusters Score -6048533 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6048545.500000 Penalty: 1024.591309
	Iteration 110Q: 3 clusters Score -6048546 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -6048552.500000 Penalty: 1024.591309
	Iteration 111Q: 3 clusters Score -6048552 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -6048571.500000 Penalty: 1024.591309
	Iteration 112Q: 3 clusters Score -6048572 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -6048562.000000 Penalty: 1024.591309
	Iteration 113Q: 3 clusters Score -6048562 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -6048553.500000 Penalty: 1024.591309
	Iteration 114Q: 3 clusters Score -6048554 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -6048570.500000 Penalty: 1024.591309
	Iteration 115Q: 3 clusters Score -6048570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -6048576.000000 Penalty: 1024.591309
	Iteration 116Q: 3 clusters Score -6048576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -6048558.000000 Penalty: 1024.591309
	Iteration 117Q: 3 clusters Score -6048558 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6048549.000000 Penalty: 1024.591309
	Iteration 118Q: 3 clusters Score -6048549 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -6048536.500000 Penalty: 1024.591309
	Iteration 119Q: 3 clusters Score -6048536 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -6048528.000000 Penalty: 1024.591309
	Iteration 120F: 3 clusters Score -6048528 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6048474.500000 Penalty: 1024.591309
	Iteration 121Q: 3 clusters Score -6048474 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6048428.500000 Penalty: 1024.591309
	Iteration 122Q: 3 clusters Score -6048428 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -6048352.500000 Penalty: 1024.591309
	Iteration 123Q: 3 clusters Score -6048352 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -6048197.500000 Penalty: 1024.591309
	Iteration 124Q: 3 clusters Score -6048198 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -6047928.000000 Penalty: 1024.591309
	Iteration 125Q: 3 clusters Score -6047928 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6047365.500000 Penalty: 1024.591309
	Iteration 126Q: 3 clusters Score -6047366 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -6046558.000000 Penalty: 1024.591309
	Iteration 127Q: 3 clusters Score -6046558 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -6046796.000000 Penalty: 1024.591309
	Iteration 128Q: 3 clusters Score -6046796 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -6046973.000000 Penalty: 1024.591309
	Iteration 129Q: 3 clusters Score -6046973 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -6047038.500000 Penalty: 1024.591309
	Iteration 130Q: 3 clusters Score -6047038 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6046811.000000 Penalty: 1024.591309
	Iteration 131Q: 3 clusters Score -6046811 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -6045764.500000 Penalty: 1024.591309
	Iteration 132Q: 3 clusters Score -6045764 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -6044942.000000 Penalty: 1024.591309
	Iteration 133Q: 3 clusters Score -6044942 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -6044107.500000 Penalty: 1024.591309
	Iteration 134Q: 3 clusters Score -6044108 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -6043513.500000 Penalty: 1024.591309
	Iteration 135Q: 3 clusters Score -6043514 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -6042952.000000 Penalty: 1024.591309
	Iteration 136Q: 3 clusters Score -6042952 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6042688.500000 Penalty: 1024.591309
	Iteration 137Q: 3 clusters Score -6042688 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -6042622.500000 Penalty: 1024.591309
	Iteration 138Q: 3 clusters Score -6042622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6042515.000000 Penalty: 1024.591309
	Iteration 139Q: 3 clusters Score -6042515 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -6042848.500000 Penalty: 1024.591309
	Iteration 140F: 3 clusters Score -6042848 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -6042522.000000 Penalty: 1024.591309
	Iteration 141Q: 3 clusters Score -6042522 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -6042302.500000 Penalty: 1024.591309
	Iteration 142Q: 3 clusters Score -6042302 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -6042113.500000 Penalty: 1024.591309
	Iteration 143Q: 3 clusters Score -6042114 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -6042185.000000 Penalty: 1024.591309
	Iteration 144Q: 3 clusters Score -6042185 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6042314.000000 Penalty: 1024.591309
	Iteration 145Q: 3 clusters Score -6042314 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -6042563.000000 Penalty: 1024.591309
	Iteration 146Q: 3 clusters Score -6042563 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -6042661.500000 Penalty: 1024.591309
	Iteration 147Q: 3 clusters Score -6042662 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -6042668.000000 Penalty: 1024.591309
	Iteration 148Q: 3 clusters Score -6042668 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6042750.000000 Penalty: 1024.591309
	Iteration 149Q: 3 clusters Score -6042750 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6042848.000000 Penalty: 1024.591309
	Iteration 150Q: 3 clusters Score -6042848 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6042961.500000 Penalty: 1024.591309
	Iteration 151Q: 3 clusters Score -6042962 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6042980.000000 Penalty: 1024.591309
	Iteration 152Q: 3 clusters Score -6042980 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6043240.000000 Penalty: 1024.591309
	Iteration 153Q: 3 clusters Score -6043240 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -6043262.500000 Penalty: 1024.591309
	Iteration 154Q: 3 clusters Score -6043262 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6043308.000000 Penalty: 1024.591309
	Iteration 155Q: 3 clusters Score -6043308 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6043283.000000 Penalty: 1024.591309
	Iteration 156Q: 3 clusters Score -6043283 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -6043306.000000 Penalty: 1024.591309
	Iteration 157Q: 3 clusters Score -6043306 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -6043276.500000 Penalty: 1024.591309
	Iteration 158Q: 3 clusters Score -6043276 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -6043314.500000 Penalty: 1024.591309
	Iteration 159Q: 3 clusters Score -6043314 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6043354.500000 Penalty: 1024.591309
	Iteration 160F: 3 clusters Score -6043354 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6043455.000000 Penalty: 1024.591309
	Iteration 161Q: 3 clusters Score -6043455 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6043505.500000 Penalty: 1024.591309
	Iteration 162Q: 3 clusters Score -6043506 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -6043489.000000 Penalty: 1024.591309
	Iteration 163Q: 3 clusters Score -6043489 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -6043480.000000 Penalty: 1024.591309
	Iteration 164Q: 3 clusters Score -6043480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -6043442.500000 Penalty: 1024.591309
	Iteration 165Q: 3 clusters Score -6043442 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -6043465.500000 Penalty: 1024.591309
	Iteration 166Q: 3 clusters Score -6043466 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6043519.000000 Penalty: 1024.591309
	Iteration 167Q: 3 clusters Score -6043519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -6043517.500000 Penalty: 1024.591309
	Iteration 168Q: 3 clusters Score -6043518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6043470.000000 Penalty: 1024.591309
	Iteration 169Q: 3 clusters Score -6043470 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -6043458.500000 Penalty: 1024.591309
	Iteration 170Q: 3 clusters Score -6043458 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -6043616.500000 Penalty: 1024.591309
	Iteration 171Q: 3 clusters Score -6043616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -6043684.000000 Penalty: 1024.591309
	Iteration 172Q: 3 clusters Score -6043684 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6043658.000000 Penalty: 1024.591309
	Iteration 173Q: 3 clusters Score -6043658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -6043622.500000 Penalty: 1024.591309
	Iteration 174Q: 3 clusters Score -6043622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -6043574.500000 Penalty: 1024.591309
	Iteration 175Q: 3 clusters Score -6043574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -6043581.500000 Penalty: 1024.591309
	Iteration 176Q: 3 clusters Score -6043582 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6043610.500000 Penalty: 1024.591309
	Iteration 177Q: 3 clusters Score -6043610 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6043647.000000 Penalty: 1024.591309
	Iteration 178Q: 3 clusters Score -6043647 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6043697.000000 Penalty: 1024.591309
	Iteration 179Q: 3 clusters Score -6043697 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -6043747.000000 Penalty: 1024.591309
	Iteration 180F: 3 clusters Score -6043747 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6043741.000000 Penalty: 1024.591309
	Iteration 181Q: 3 clusters Score -6043741 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6043811.500000 Penalty: 1024.591309
	Iteration 182Q: 3 clusters Score -6043812 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -6043841.000000 Penalty: 1024.591309
	Iteration 183Q: 3 clusters Score -6043841 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -6043901.500000 Penalty: 1024.591309
	Iteration 184Q: 3 clusters Score -6043902 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -6043955.000000 Penalty: 1024.591309
	Iteration 185Q: 3 clusters Score -6043955 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -6043979.000000 Penalty: 1024.591309
	Iteration 186Q: 3 clusters Score -6043979 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -6044091.000000 Penalty: 1024.591309
	Iteration 187Q: 3 clusters Score -6044091 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -6044098.500000 Penalty: 1024.591309
	Iteration 188Q: 3 clusters Score -6044098 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6044128.000000 Penalty: 1024.591309
	Iteration 189Q: 3 clusters Score -6044128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6044195.500000 Penalty: 1024.591309
	Iteration 190Q: 3 clusters Score -6044196 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6044206.500000 Penalty: 1024.591309
	Iteration 191Q: 3 clusters Score -6044206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6044226.000000 Penalty: 1024.591309
	Iteration 192Q: 3 clusters Score -6044226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -6044212.000000 Penalty: 1024.591309
	Iteration 193Q: 3 clusters Score -6044212 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -6044262.000000 Penalty: 1024.591309
	Iteration 194Q: 3 clusters Score -6044262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -6044269.000000 Penalty: 1024.591309
	Iteration 195Q: 3 clusters Score -6044269 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6044265.500000 Penalty: 1024.591309
	Iteration 196Q: 3 clusters Score -6044266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -6044279.500000 Penalty: 1024.591309
	Iteration 197Q: 3 clusters Score -6044280 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -6044309.500000 Penalty: 1024.591309
	Iteration 198Q: 3 clusters Score -6044310 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -6044337.500000 Penalty: 1024.591309
	Iteration 199Q: 3 clusters Score -6044338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -6044375.500000 Penalty: 1024.591309
	Iteration 200F: 3 clusters Score -6044376 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -6044377.500000 Penalty: 1024.591309
	Iteration 201Q: 3 clusters Score -6044378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -6044390.500000 Penalty: 1024.591309
	Iteration 202Q: 3 clusters Score -6044390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -6044376.500000 Penalty: 1024.591309
	Iteration 203Q: 3 clusters Score -6044376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6044377.000000 Penalty: 1024.591309
	Iteration 204Q: 3 clusters Score -6044377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6044414.500000 Penalty: 1024.591309
	Iteration 205Q: 3 clusters Score -6044414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -6044418.000000 Penalty: 1024.591309
	Iteration 206Q: 3 clusters Score -6044418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -6044388.500000 Penalty: 1024.591309
	Iteration 207Q: 3 clusters Score -6044388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -6044375.000000 Penalty: 1024.591309
	Iteration 208Q: 3 clusters Score -6044375 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6044361.000000 Penalty: 1024.591309
	Iteration 209Q: 3 clusters Score -6044361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -6044339.000000 Penalty: 1024.591309
	Iteration 210Q: 3 clusters Score -6044339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6044348.500000 Penalty: 1024.591309
	Iteration 211Q: 3 clusters Score -6044348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -6044354.500000 Penalty: 1024.591309
	Iteration 212Q: 3 clusters Score -6044354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6044370.000000 Penalty: 1024.591309
	Iteration 213Q: 3 clusters Score -6044370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -6044347.500000 Penalty: 1024.591309
	Iteration 214Q: 3 clusters Score -6044348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6044393.000000 Penalty: 1024.591309
	Iteration 215Q: 3 clusters Score -6044393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6044382.000000 Penalty: 1024.591309
	Iteration 216Q: 3 clusters Score -6044382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -6044390.500000 Penalty: 1024.591309
	Iteration 217Q: 3 clusters Score -6044390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -6044424.500000 Penalty: 1024.591309
	Iteration 218Q: 3 clusters Score -6044424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -6044434.000000 Penalty: 1024.591309
	Iteration 219Q: 3 clusters Score -6044434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6044441.500000 Penalty: 1024.591309
	Iteration 220F: 3 clusters Score -6044442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -6044412.000000 Penalty: 1024.591309
	Iteration 221Q: 3 clusters Score -6044412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -6044425.500000 Penalty: 1024.591309
	Iteration 222Q: 3 clusters Score -6044426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -6044431.500000 Penalty: 1024.591309
	Iteration 223Q: 3 clusters Score -6044432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6044426.000000 Penalty: 1024.591309
	Iteration 224Q: 3 clusters Score -6044426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6044425.500000 Penalty: 1024.591309
	Iteration 225Q: 3 clusters Score -6044426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6044407.500000 Penalty: 1024.591309
	Iteration 226Q: 3 clusters Score -6044408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -6044404.000000 Penalty: 1024.591309
	Iteration 227Q: 3 clusters Score -6044404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -6044403.000000 Penalty: 1024.591309
	Iteration 228Q: 3 clusters Score -6044403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -6044403.000000 Penalty: 1024.591309
	Iteration 229Q: 3 clusters Score -6044403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -6044427.500000 Penalty: 1024.591309
	Iteration 230Q: 3 clusters Score -6044428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -6044426.500000 Penalty: 1024.591309
	Iteration 231Q: 3 clusters Score -6044426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6044435.000000 Penalty: 1024.591309
	Iteration 232Q: 3 clusters Score -6044435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -6044457.500000 Penalty: 1024.591309
	Iteration 233Q: 3 clusters Score -6044458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -6044478.500000 Penalty: 1024.591309
	Iteration 234Q: 3 clusters Score -6044478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -6044503.000000 Penalty: 1024.591309
	Iteration 235Q: 3 clusters Score -6044503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6044496.500000 Penalty: 1024.591309
	Iteration 236Q: 3 clusters Score -6044496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6044532.000000 Penalty: 1024.591309
	Iteration 237Q: 3 clusters Score -6044532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -6044523.500000 Penalty: 1024.591309
	Iteration 238Q: 3 clusters Score -6044524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -6044519.500000 Penalty: 1024.591309
	Iteration 239Q: 3 clusters Score -6044520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6044507.500000 Penalty: 1024.591309
	Iteration 240F: 3 clusters Score -6044508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -6044535.000000 Penalty: 1024.591309
	Iteration 241Q: 3 clusters Score -6044535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -6044562.000000 Penalty: 1024.591309
	Iteration 242Q: 3 clusters Score -6044562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -6044556.500000 Penalty: 1024.591309
	Iteration 243Q: 3 clusters Score -6044556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -6044599.000000 Penalty: 1024.591309
	Iteration 244Q: 3 clusters Score -6044599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6044618.500000 Penalty: 1024.591309
	Iteration 245Q: 3 clusters Score -6044618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6044631.500000 Penalty: 1024.591309
	Iteration 246Q: 3 clusters Score -6044632 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6044640.500000 Penalty: 1024.591309
	Iteration 247Q: 3 clusters Score -6044640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -6044642.500000 Penalty: 1024.591309
	Iteration 248Q: 3 clusters Score -6044642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6044612.000000 Penalty: 1024.591309
	Iteration 249Q: 3 clusters Score -6044612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -6044628.000000 Penalty: 1024.591309
	Iteration 250Q: 3 clusters Score -6044628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -6044615.500000 Penalty: 1024.591309
	Iteration 251Q: 3 clusters Score -6044616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -6044600.500000 Penalty: 1024.591309
	Iteration 252Q: 3 clusters Score -6044600 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6044574.000000 Penalty: 1024.591309
	Iteration 253Q: 3 clusters Score -6044574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6044552.500000 Penalty: 1024.591309
	Iteration 254Q: 3 clusters Score -6044552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -6044543.000000 Penalty: 1024.591309
	Iteration 255Q: 3 clusters Score -6044543 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -6044532.500000 Penalty: 1024.591309
	Iteration 256Q: 3 clusters Score -6044532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -6044556.000000 Penalty: 1024.591309
	Iteration 257Q: 3 clusters Score -6044556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -6044572.500000 Penalty: 1024.591309
	Iteration 258Q: 3 clusters Score -6044572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -6044571.000000 Penalty: 1024.591309
	Iteration 259Q: 3 clusters Score -6044571 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -6044605.000000 Penalty: 1024.591309
	Iteration 260F: 3 clusters Score -6044605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6044604.500000 Penalty: 1024.591309
	Iteration 261Q: 3 clusters Score -6044604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -6044603.000000 Penalty: 1024.591309
	Iteration 262Q: 3 clusters Score -6044603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6044616.500000 Penalty: 1024.591309
	Iteration 263Q: 3 clusters Score -6044616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -6044605.500000 Penalty: 1024.591309
	Iteration 264Q: 3 clusters Score -6044606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6044611.500000 Penalty: 1024.591309
	Iteration 265Q: 3 clusters Score -6044612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -6044588.000000 Penalty: 1024.591309
	Iteration 266Q: 3 clusters Score -6044588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -6044592.000000 Penalty: 1024.591309
	Iteration 267Q: 3 clusters Score -6044592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -6044589.000000 Penalty: 1024.591309
	Iteration 268Q: 3 clusters Score -6044589 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6044588.500000 Penalty: 1024.591309
	Iteration 269Q: 3 clusters Score -6044588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -6044579.000000 Penalty: 1024.591309
	Iteration 270Q: 3 clusters Score -6044579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -6044577.500000 Penalty: 1024.591309
	Iteration 271Q: 3 clusters Score -6044578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -6044555.500000 Penalty: 1024.591309
	Iteration 272Q: 3 clusters Score -6044556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -6044571.000000 Penalty: 1024.591309
	Iteration 273Q: 3 clusters Score -6044571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6044555.000000 Penalty: 1024.591309
	Iteration 274Q: 3 clusters Score -6044555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -6044546.000000 Penalty: 1024.591309
	Iteration 275Q: 3 clusters Score -6044546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6044543.500000 Penalty: 1024.591309
	Iteration 276Q: 3 clusters Score -6044544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6044540.000000 Penalty: 1024.591309
	Iteration 277Q: 3 clusters Score -6044540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6044547.500000 Penalty: 1024.591309
	Iteration 278Q: 3 clusters Score -6044548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -6044553.500000 Penalty: 1024.591309
	Iteration 279Q: 3 clusters Score -6044554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -6044550.000000 Penalty: 1024.591309
	Iteration 280F: 3 clusters Score -6044550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -6044544.500000 Penalty: 1024.591309
	Iteration 281Q: 3 clusters Score -6044544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -6044534.500000 Penalty: 1024.591309
	Iteration 282Q: 3 clusters Score -6044534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6044518.500000 Penalty: 1024.591309
	Iteration 283Q: 3 clusters Score -6044518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -6044534.000000 Penalty: 1024.591309
	Iteration 284Q: 3 clusters Score -6044534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -6044504.000000 Penalty: 1024.591309
	Iteration 285Q: 3 clusters Score -6044504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -6044493.000000 Penalty: 1024.591309
	Iteration 286Q: 3 clusters Score -6044493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6044503.500000 Penalty: 1024.591309
	Iteration 287Q: 3 clusters Score -6044504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -6044503.500000 Penalty: 1024.591309
	Iteration 288Q: 3 clusters Score -6044504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -6044509.000000 Penalty: 1024.591309
	Iteration 289Q: 3 clusters Score -6044509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6044513.500000 Penalty: 1024.591309
	Iteration 290Q: 3 clusters Score -6044514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -6044521.000000 Penalty: 1024.591309
	Iteration 291Q: 3 clusters Score -6044521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6044519.500000 Penalty: 1024.591309
	Iteration 292Q: 3 clusters Score -6044520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6044506.500000 Penalty: 1024.591309
	Iteration 293Q: 3 clusters Score -6044506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -6044503.000000 Penalty: 1024.591309
	Iteration 294Q: 3 clusters Score -6044503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6044504.500000 Penalty: 1024.591309
	Iteration 295Q: 3 clusters Score -6044504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6044511.500000 Penalty: 1024.591309
	Iteration 296Q: 3 clusters Score -6044512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -6044499.500000 Penalty: 1024.591309
	Iteration 297Q: 3 clusters Score -6044500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6044507.000000 Penalty: 1024.591309
	Iteration 298Q: 3 clusters Score -6044507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -6044504.500000 Penalty: 1024.591309
	Iteration 299Q: 3 clusters Score -6044504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -6044502.500000 Penalty: 1024.591309
	Iteration 300F: 3 clusters Score -6044502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -6044507.500000 Penalty: 1024.591309
	Iteration 301Q: 3 clusters Score -6044508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -6044498.000000 Penalty: 1024.591309
	Iteration 302Q: 3 clusters Score -6044498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -6044495.500000 Penalty: 1024.591309
	Iteration 303Q: 3 clusters Score -6044496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -6044490.000000 Penalty: 1024.591309
	Iteration 304Q: 3 clusters Score -6044490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6044494.500000 Penalty: 1024.591309
	Iteration 305Q: 3 clusters Score -6044494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -6044484.500000 Penalty: 1024.591309
	Iteration 306Q: 3 clusters Score -6044484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -6044480.000000 Penalty: 1024.591309
	Iteration 307Q: 3 clusters Score -6044480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -6044491.000000 Penalty: 1024.591309
	Iteration 308Q: 3 clusters Score -6044491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -6044492.000000 Penalty: 1024.591309
	Iteration 309Q: 3 clusters Score -6044492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -6044506.000000 Penalty: 1024.591309
	Iteration 310Q: 3 clusters Score -6044506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6044496.500000 Penalty: 1024.591309
	Iteration 311Q: 3 clusters Score -6044496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6044490.000000 Penalty: 1024.591309
	Iteration 312Q: 3 clusters Score -6044490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -6044493.500000 Penalty: 1024.591309
	Iteration 313Q: 3 clusters Score -6044494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -6044479.500000 Penalty: 1024.591309
	Iteration 314Q: 3 clusters Score -6044480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -6044482.000000 Penalty: 1024.591309
	Iteration 315Q: 3 clusters Score -6044482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -6044479.500000 Penalty: 1024.591309
	Iteration 316Q: 3 clusters Score -6044480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6044464.000000 Penalty: 1024.591309
	Iteration 317Q: 3 clusters Score -6044464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6044480.000000 Penalty: 1024.591309
	Iteration 318Q: 3 clusters Score -6044480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6044479.500000 Penalty: 1024.591309
	Iteration 319Q: 3 clusters Score -6044480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -6044476.000000 Penalty: 1024.591309
	Iteration 320F: 3 clusters Score -6044476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -6044478.000000 Penalty: 1024.591309
	Iteration 321Q: 3 clusters Score -6044478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -6044477.000000 Penalty: 1024.591309
	Iteration 322Q: 3 clusters Score -6044477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -6044479.500000 Penalty: 1024.591309
	Iteration 323Q: 3 clusters Score -6044480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -6044481.500000 Penalty: 1024.591309
	Iteration 324Q: 3 clusters Score -6044482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6044481.500000 Penalty: 1024.591309
	Iteration 325Q: 3 clusters Score -6044482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6044488.500000 Penalty: 1024.591309
	Iteration 326Q: 3 clusters Score -6044488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6044507.500000 Penalty: 1024.591309
	Iteration 327Q: 3 clusters Score -6044508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6044499.500000 Penalty: 1024.591309
	Iteration 328Q: 3 clusters Score -6044500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -6044490.500000 Penalty: 1024.591309
	Iteration 329Q: 3 clusters Score -6044490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6044502.000000 Penalty: 1024.591309
	Iteration 330Q: 3 clusters Score -6044502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6044497.000000 Penalty: 1024.591309
	Iteration 331Q: 3 clusters Score -6044497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6044486.000000 Penalty: 1024.591309
	Iteration 332Q: 3 clusters Score -6044486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6044478.000000 Penalty: 1024.591309
	Iteration 333Q: 3 clusters Score -6044478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6044466.500000 Penalty: 1024.591309
	Iteration 334Q: 3 clusters Score -6044466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6044472.000000 Penalty: 1024.591309
	Iteration 335Q: 3 clusters Score -6044472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -6044469.000000 Penalty: 1024.591309
	Iteration 336Q: 3 clusters Score -6044469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -6044469.500000 Penalty: 1024.591309
	Iteration 337Q: 3 clusters Score -6044470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6044465.000000 Penalty: 1024.591309
	Iteration 338Q: 3 clusters Score -6044465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -6044457.500000 Penalty: 1024.591309
	Iteration 339Q: 3 clusters Score -6044458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6044453.500000 Penalty: 1024.591309
	Iteration 340F: 3 clusters Score -6044454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6044448.000000 Penalty: 1024.591309
	Iteration 341Q: 3 clusters Score -6044448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -6044442.000000 Penalty: 1024.591309
	Iteration 342Q: 3 clusters Score -6044442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6044461.000000 Penalty: 1024.591309
	Iteration 343Q: 3 clusters Score -6044461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -6044465.500000 Penalty: 1024.591309
	Iteration 344Q: 3 clusters Score -6044466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -6044464.500000 Penalty: 1024.591309
	Iteration 345Q: 3 clusters Score -6044464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -6044471.500000 Penalty: 1024.591309
	Iteration 346Q: 3 clusters Score -6044472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -6044459.000000 Penalty: 1024.591309
	Iteration 347Q: 3 clusters Score -6044459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6044440.000000 Penalty: 1024.591309
	Iteration 348Q: 3 clusters Score -6044440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6044438.500000 Penalty: 1024.591309
	Iteration 349Q: 3 clusters Score -6044438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6044460.500000 Penalty: 1024.591309
	Iteration 350Q: 3 clusters Score -6044460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6044471.000000 Penalty: 1024.591309
	Iteration 351Q: 3 clusters Score -6044471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -6044467.500000 Penalty: 1024.591309
	Iteration 352Q: 3 clusters Score -6044468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6044455.000000 Penalty: 1024.591309
	Iteration 353Q: 3 clusters Score -6044455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6044437.000000 Penalty: 1024.591309
	Iteration 354Q: 3 clusters Score -6044437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6044436.500000 Penalty: 1024.591309
	Iteration 355Q: 3 clusters Score -6044436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6044428.000000 Penalty: 1024.591309
	Iteration 356Q: 3 clusters Score -6044428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6044423.000000 Penalty: 1024.591309
	Iteration 357Q: 3 clusters Score -6044423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6044417.500000 Penalty: 1024.591309
	Iteration 358Q: 3 clusters Score -6044418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -6044423.000000 Penalty: 1024.591309
	Iteration 359Q: 3 clusters Score -6044423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6044419.000000 Penalty: 1024.591309
	Iteration 360F: 3 clusters Score -6044419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -6044409.500000 Penalty: 1024.591309
	Iteration 361Q: 3 clusters Score -6044410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -6044403.500000 Penalty: 1024.591309
	Iteration 362Q: 3 clusters Score -6044404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -6044404.000000 Penalty: 1024.591309
	Iteration 363Q: 3 clusters Score -6044404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -6044417.000000 Penalty: 1024.591309
	Iteration 364Q: 3 clusters Score -6044417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6044413.500000 Penalty: 1024.591309
	Iteration 365Q: 3 clusters Score -6044414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6044405.000000 Penalty: 1024.591309
	Iteration 366Q: 3 clusters Score -6044405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -6044420.500000 Penalty: 1024.591309
	Iteration 367Q: 3 clusters Score -6044420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6044433.000000 Penalty: 1024.591309
	Iteration 368Q: 3 clusters Score -6044433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -6044431.000000 Penalty: 1024.591309
	Iteration 369Q: 3 clusters Score -6044431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -6044416.500000 Penalty: 1024.591309
	Iteration 370Q: 3 clusters Score -6044416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -6044422.000000 Penalty: 1024.591309
	Iteration 371Q: 3 clusters Score -6044422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -6044419.500000 Penalty: 1024.591309
	Iteration 372Q: 3 clusters Score -6044420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -6044421.500000 Penalty: 1024.591309
	Iteration 373Q: 3 clusters Score -6044422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6044406.500000 Penalty: 1024.591309
	Iteration 374Q: 3 clusters Score -6044406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -6044389.500000 Penalty: 1024.591309
	Iteration 375Q: 3 clusters Score -6044390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -6044373.000000 Penalty: 1024.591309
	Iteration 376Q: 3 clusters Score -6044373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6044366.000000 Penalty: 1024.591309
	Iteration 377Q: 3 clusters Score -6044366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6044370.500000 Penalty: 1024.591309
	Iteration 378Q: 3 clusters Score -6044370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6044371.000000 Penalty: 1024.591309
	Iteration 379Q: 3 clusters Score -6044371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -6044371.500000 Penalty: 1024.591309
	Iteration 380F: 3 clusters Score -6044372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6044378.500000 Penalty: 1024.591309
	Iteration 381Q: 3 clusters Score -6044378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -6044374.000000 Penalty: 1024.591309
	Iteration 382Q: 3 clusters Score -6044374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6044362.500000 Penalty: 1024.591309
	Iteration 383Q: 3 clusters Score -6044362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6044354.500000 Penalty: 1024.591309
	Iteration 384Q: 3 clusters Score -6044354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -6044335.500000 Penalty: 1024.591309
	Iteration 385Q: 3 clusters Score -6044336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -6044308.000000 Penalty: 1024.591309
	Iteration 386Q: 3 clusters Score -6044308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6044323.000000 Penalty: 1024.591309
	Iteration 387Q: 3 clusters Score -6044323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -6044332.000000 Penalty: 1024.591309
	Iteration 388Q: 3 clusters Score -6044332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -6044340.500000 Penalty: 1024.591309
	Iteration 389Q: 3 clusters Score -6044340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -6044351.000000 Penalty: 1024.591309
	Iteration 390Q: 3 clusters Score -6044351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -6044366.500000 Penalty: 1024.591309
	Iteration 391Q: 3 clusters Score -6044366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -6044388.500000 Penalty: 1024.591309
	Iteration 392Q: 3 clusters Score -6044388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -6044389.500000 Penalty: 1024.591309
	Iteration 393Q: 3 clusters Score -6044390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -6044392.500000 Penalty: 1024.591309
	Iteration 394Q: 3 clusters Score -6044392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -6044368.500000 Penalty: 1024.591309
	Iteration 395Q: 3 clusters Score -6044368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6044369.000000 Penalty: 1024.591309
	Iteration 396Q: 3 clusters Score -6044369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6044348.500000 Penalty: 1024.591309
	Iteration 397Q: 3 clusters Score -6044348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6044358.500000 Penalty: 1024.591309
	Iteration 398Q: 3 clusters Score -6044358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -6044343.000000 Penalty: 1024.591309
	Iteration 399Q: 3 clusters Score -6044343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -6044353.500000 Penalty: 1024.591309
	Iteration 400F: 3 clusters Score -6044354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -6044343.500000 Penalty: 1024.591309
	Iteration 401Q: 3 clusters Score -6044344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -6044344.000000 Penalty: 1024.591309
	Iteration 402Q: 3 clusters Score -6044344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -6044346.000000 Penalty: 1024.591309
	Iteration 403Q: 3 clusters Score -6044346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -6044343.500000 Penalty: 1024.591309
	Iteration 404Q: 3 clusters Score -6044344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -6044322.500000 Penalty: 1024.591309
	Iteration 405Q: 3 clusters Score -6044322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -6044317.000000 Penalty: 1024.591309
	Iteration 406Q: 3 clusters Score -6044317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6044317.000000 Penalty: 1024.591309
	Iteration 407Q: 3 clusters Score -6044317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -6044301.000000 Penalty: 1024.591309
	Iteration 408Q: 3 clusters Score -6044301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -6044298.500000 Penalty: 1024.591309
	Iteration 409Q: 3 clusters Score -6044298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -6044299.000000 Penalty: 1024.591309
	Iteration 410Q: 3 clusters Score -6044299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6044304.000000 Penalty: 1024.591309
	Iteration 411Q: 3 clusters Score -6044304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -6044298.500000 Penalty: 1024.591309
	Iteration 412Q: 3 clusters Score -6044298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -6044292.500000 Penalty: 1024.591309
	Iteration 413Q: 3 clusters Score -6044292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6044287.500000 Penalty: 1024.591309
	Iteration 414Q: 3 clusters Score -6044288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -6044272.500000 Penalty: 1024.591309
	Iteration 415Q: 3 clusters Score -6044272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6044288.000000 Penalty: 1024.591309
	Iteration 416Q: 3 clusters Score -6044288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6044282.000000 Penalty: 1024.591309
	Iteration 417Q: 3 clusters Score -6044282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -6044280.000000 Penalty: 1024.591309
	Iteration 418Q: 3 clusters Score -6044280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6044273.000000 Penalty: 1024.591309
	Iteration 419Q: 3 clusters Score -6044273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -6044261.500000 Penalty: 1024.591309
	Iteration 420F: 3 clusters Score -6044262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6044260.000000 Penalty: 1024.591309
	Iteration 421Q: 3 clusters Score -6044260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -6044252.500000 Penalty: 1024.591309
	Iteration 422Q: 3 clusters Score -6044252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6044257.000000 Penalty: 1024.591309
	Iteration 423Q: 3 clusters Score -6044257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -6044262.000000 Penalty: 1024.591309
	Iteration 424Q: 3 clusters Score -6044262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6044258.000000 Penalty: 1024.591309
	Iteration 425Q: 3 clusters Score -6044258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -6044258.000000 Penalty: 1024.591309
	Iteration 426F: 3 clusters Score -6044258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 45126 members 
Mstep: Class 31 contains 34082 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 43538 members 
Entering Unmasked Estep 
Score: -41996256.000000 Penalty: 19863.902344
Splitting cluster 18 changes total score from -41755544.000000 to -41996256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -196462.109375 Penalty: 359.747894
	Iteration 0F: 2 clusters Score -196462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -194594.468750 Penalty: 719.495789
	Iteration 0F: 3 clusters Score -194594.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -195369.796875 Penalty: 719.495789
	Iteration 1F: 3 clusters Score -195369.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -195549.984375 Penalty: 719.495789
	Iteration 2F: 3 clusters Score -195550 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -195725.750000 Penalty: 719.495789
	Iteration 3F: 3 clusters Score -195725.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -195917.015625 Penalty: 719.495789
	Iteration 4F: 3 clusters Score -195917 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -196080.406250 Penalty: 719.495789
	Iteration 5F: 3 clusters Score -196080.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -196179.750000 Penalty: 719.495789
	Iteration 6Q: 3 clusters Score -196179.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196234.609375 Penalty: 719.495789
	Iteration 7Q: 3 clusters Score -196234.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -196270.671875 Penalty: 719.495789
	Iteration 8Q: 3 clusters Score -196270.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196289.937500 Penalty: 719.495789
	Iteration 9Q: 3 clusters Score -196289.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196298.234375 Penalty: 719.495789
	Iteration 10Q: 3 clusters Score -196298.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -196310.500000 Penalty: 719.495789
	Iteration 11Q: 3 clusters Score -196310.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196321.765625 Penalty: 719.495789
	Iteration 12Q: 3 clusters Score -196321.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -196329.296875 Penalty: 719.495789
	Iteration 13Q: 3 clusters Score -196329.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -196332.171875 Penalty: 719.495789
	Iteration 14Q: 3 clusters Score -196332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -196332.390625 Penalty: 719.495789
	Iteration 15Q: 3 clusters Score -196332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -196333.250000 Penalty: 719.495789
	Iteration 16Q: 3 clusters Score -196333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -196334.546875 Penalty: 719.495789
	Iteration 17Q: 3 clusters Score -196334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -196334.890625 Penalty: 719.495789
	Iteration 18Q: 3 clusters Score -196334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -196335.484375 Penalty: 719.495789
	Iteration 19Q: 3 clusters Score -196335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -196337.250000 Penalty: 719.495789
	Iteration 20F: 3 clusters Score -196337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -196339.937500 Penalty: 719.495789
	Iteration 21Q: 3 clusters Score -196339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -196342.937500 Penalty: 719.495789
	Iteration 22Q: 3 clusters Score -196342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -196343.843750 Penalty: 719.495789
	Iteration 23Q: 3 clusters Score -196343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -196345.109375 Penalty: 719.495789
	Iteration 24Q: 3 clusters Score -196345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -196346.109375 Penalty: 719.495789
	Iteration 25Q: 3 clusters Score -196346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -196347.078125 Penalty: 719.495789
	Iteration 26Q: 3 clusters Score -196347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -196348.031250 Penalty: 719.495789
	Iteration 27Q: 3 clusters Score -196348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -196349.140625 Penalty: 719.495789
	Iteration 28Q: 3 clusters Score -196349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -196350.281250 Penalty: 719.495789
	Iteration 29Q: 3 clusters Score -196350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -196350.906250 Penalty: 719.495789
	Iteration 30Q: 3 clusters Score -196350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -196351.562500 Penalty: 719.495789
	Iteration 31Q: 3 clusters Score -196351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196352.156250 Penalty: 719.495789
	Iteration 32Q: 3 clusters Score -196352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -196352.343750 Penalty: 719.495789
	Iteration 33Q: 3 clusters Score -196352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -196352.750000 Penalty: 719.495789
	Iteration 34Q: 3 clusters Score -196352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -196352.953125 Penalty: 719.495789
	Iteration 35Q: 3 clusters Score -196353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -196353.078125 Penalty: 719.495789
	Iteration 36Q: 3 clusters Score -196353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -196353.031250 Penalty: 719.495789
	Iteration 37Q: 3 clusters Score -196353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196353.343750 Penalty: 719.495789
	Iteration 38Q: 3 clusters Score -196353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -196354.703125 Penalty: 719.495789
	Iteration 39Q: 3 clusters Score -196354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -196354.937500 Penalty: 719.495789
	Iteration 40F: 3 clusters Score -196354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -196355.062500 Penalty: 719.495789
	Iteration 41Q: 3 clusters Score -196355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -196355.140625 Penalty: 719.495789
	Iteration 42Q: 3 clusters Score -196355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196355.312500 Penalty: 719.495789
	Iteration 43Q: 3 clusters Score -196355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196355.312500 Penalty: 719.495789
	Iteration 44F: 3 clusters Score -196355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Entering Unmasked Estep 
Score: -30384.591797 Penalty: 322.294159
	Iteration 0F: 2 clusters Score -30384.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -29657.066406 Penalty: 644.588318
	Iteration 0F: 3 clusters Score -29657.07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -31185.511719 Penalty: 644.588318
	Iteration 1F: 3 clusters Score -31185.51 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -31741.427734 Penalty: 644.588318
	Iteration 2F: 3 clusters Score -31741.43 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -31998.220703 Penalty: 644.588318
	Iteration 3F: 3 clusters Score -31998.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -32180.353516 Penalty: 644.588318
	Iteration 4Q: 3 clusters Score -32180.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -32279.060547 Penalty: 644.588318
	Iteration 5Q: 3 clusters Score -32279.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -32320.134766 Penalty: 644.588318
	Iteration 6Q: 3 clusters Score -32320.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -32345.753906 Penalty: 644.588318
	Iteration 7Q: 3 clusters Score -32345.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -32371.755859 Penalty: 644.588318
	Iteration 8Q: 3 clusters Score -32371.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -32388.812500 Penalty: 644.588318
	Iteration 9Q: 3 clusters Score -32388.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -32416.537109 Penalty: 644.588318
	Iteration 10Q: 3 clusters Score -32416.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -32427.953125 Penalty: 644.588318
	Iteration 11Q: 3 clusters Score -32427.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -32435.056641 Penalty: 644.588318
	Iteration 12Q: 3 clusters Score -32435.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -32436.220703 Penalty: 644.588318
	Iteration 13Q: 3 clusters Score -32436.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -32437.300781 Penalty: 644.588318
	Iteration 14Q: 3 clusters Score -32437.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -32438.451172 Penalty: 644.588318
	Iteration 15F: 3 clusters Score -32438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -32439.468750 Penalty: 644.588318
	Iteration 16Q: 3 clusters Score -32439.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -32439.468750 Penalty: 644.588318
	Iteration 17F: 3 clusters Score -32439.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 72442 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 474 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 32772 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 29220 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 1446 members 
Mstep: Class 28 contains 784 members 
Mstep: Class 29 contains 9406 members 
Mstep: Class 30 contains 45126 members 
Mstep: Class 31 contains 34082 members 
Mstep: Class 32 contains 757 members 
Mstep: Class 33 contains 43538 members 
Mstep: Class 34 contains 718 members 
Entering Unmasked Estep 
Score: -41997944.000000 Penalty: 20465.837891
Splitting cluster 20 changes total score from -41755544.000000 to -41997944.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 4 contains 42870 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 854 members 
Mstep: Class 11 contains 3547 members 
Mstep: Class 12 contains 607 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 43909 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 634 members 
Mstep: Class 18 contains 34056 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 20 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42023160.000000 Penalty: 20465.837891
Iteration 39Q: 35 clusters Score -4.202316e+07 nChanged 33086
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 43664 members 
Mstep: Class 3 contains 72760 members 
Mstep: Class 4 contains 46192 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 26585 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 3868 members 
Mstep: Class 12 contains 610 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 41450 members 
Mstep: Class 15 contains 42378 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 637 members 
Mstep: Class 18 contains 35952 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 31528 members 
Mstep: Class 23 contains 596 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 27555 members 
Mstep: Class 26 contains 1141 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 778 members 
Mstep: Class 29 contains 8736 members 
Mstep: Class 30 contains 42324 members 
Mstep: Class 31 contains 30648 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 44651 members 
Mstep: Class 34 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42039384.000000 Penalty: 20465.837891
Iteration 40F: 35 clusters Score -4.203938e+07 nChanged 28049
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 45718 members 
Mstep: Class 3 contains 76821 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 730 members 
Mstep: Class 6 contains 26952 members 
Mstep: Class 7 contains 617 members 
Mstep: Class 8 contains 225 members 
Mstep: Class 9 contains 2274 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 3810 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 36187 members 
Mstep: Class 15 contains 39755 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 36066 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 879 members 
Mstep: Class 22 contains 31745 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 26868 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 892 members 
Mstep: Class 29 contains 8579 members 
Mstep: Class 30 contains 42202 members 
Mstep: Class 31 contains 29702 members 
Mstep: Class 32 contains 720 members 
Mstep: Class 33 contains 45205 members 
Mstep: Class 34 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42032044.000000 Penalty: 20465.837891
Iteration 41F: 35 clusters Score -4.203204e+07 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 47020 members 
Mstep: Class 3 contains 77081 members 
Mstep: Class 4 contains 49516 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27390 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 539 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 33876 members 
Mstep: Class 15 contains 36703 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 636 members 
Mstep: Class 18 contains 36404 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 495 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 31832 members 
Mstep: Class 23 contains 801 members 
Mstep: Class 24 contains 454 members 
Mstep: Class 25 contains 26306 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 947 members 
Mstep: Class 29 contains 8347 members 
Mstep: Class 30 contains 43296 members 
Mstep: Class 31 contains 29198 members 
Mstep: Class 32 contains 732 members 
Mstep: Class 33 contains 45202 members 
Mstep: Class 34 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42033308.000000 Penalty: 20465.837891
Iteration 42Q: 35 clusters Score -4.203331e+07 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 47755 members 
Mstep: Class 3 contains 77334 members 
Mstep: Class 4 contains 51736 members 
Mstep: Class 5 contains 779 members 
Mstep: Class 6 contains 27804 members 
Mstep: Class 7 contains 611 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 2368 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 4112 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 31421 members 
Mstep: Class 15 contains 36024 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 633 members 
Mstep: Class 18 contains 36885 members 
Mstep: Class 19 contains 2794 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 959 members 
Mstep: Class 22 contains 31836 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 25756 members 
Mstep: Class 26 contains 1427 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 979 members 
Mstep: Class 29 contains 8185 members 
Mstep: Class 30 contains 42403 members 
Mstep: Class 31 contains 28795 members 
Mstep: Class 32 contains 731 members 
Mstep: Class 33 contains 44969 members 
Mstep: Class 34 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42033068.000000 Penalty: 20465.837891
Iteration 43Q: 35 clusters Score -4.203307e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 46297 members 
Mstep: Class 3 contains 77833 members 
Mstep: Class 4 contains 53846 members 
Mstep: Class 5 contains 808 members 
Mstep: Class 6 contains 28219 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 792 members 
Mstep: Class 11 contains 4290 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 28756 members 
Mstep: Class 15 contains 35850 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 624 members 
Mstep: Class 18 contains 37416 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 497 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 31745 members 
Mstep: Class 23 contains 888 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 25267 members 
Mstep: Class 26 contains 1541 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 983 members 
Mstep: Class 29 contains 8117 members 
Mstep: Class 30 contains 43197 members 
Mstep: Class 31 contains 28524 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 44677 members 
Mstep: Class 34 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42033676.000000 Penalty: 20465.837891
Iteration 44Q: 35 clusters Score -4.203368e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 45798 members 
Mstep: Class 3 contains 78265 members 
Mstep: Class 4 contains 55822 members 
Mstep: Class 5 contains 820 members 
Mstep: Class 6 contains 28540 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 787 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 26330 members 
Mstep: Class 15 contains 35983 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 37967 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 498 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 31682 members 
Mstep: Class 23 contains 920 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 24784 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 988 members 
Mstep: Class 29 contains 8066 members 
Mstep: Class 30 contains 43268 members 
Mstep: Class 31 contains 28275 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 44417 members 
Mstep: Class 34 contains 688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42032740.000000 Penalty: 20465.837891
Iteration 45Q: 35 clusters Score -4.203274e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 45136 members 
Mstep: Class 3 contains 78614 members 
Mstep: Class 4 contains 57398 members 
Mstep: Class 5 contains 829 members 
Mstep: Class 6 contains 28771 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 2425 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 24413 members 
Mstep: Class 15 contains 36192 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 614 members 
Mstep: Class 18 contains 38468 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 31589 members 
Mstep: Class 23 contains 941 members 
Mstep: Class 24 contains 462 members 
Mstep: Class 25 contains 24338 members 
Mstep: Class 26 contains 1804 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 8027 members 
Mstep: Class 30 contains 43562 members 
Mstep: Class 31 contains 28036 members 
Mstep: Class 32 contains 740 members 
Mstep: Class 33 contains 44281 members 
Mstep: Class 34 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42031596.000000 Penalty: 20465.837891
Iteration 46Q: 35 clusters Score -4.20316e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 44590 members 
Mstep: Class 3 contains 78922 members 
Mstep: Class 4 contains 58461 members 
Mstep: Class 5 contains 838 members 
Mstep: Class 6 contains 28971 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 788 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 36470 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 38974 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 501 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 968 members 
Mstep: Class 24 contains 461 members 
Mstep: Class 25 contains 23936 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 2343 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 8058 members 
Mstep: Class 30 contains 43757 members 
Mstep: Class 31 contains 27804 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 44100 members 
Mstep: Class 34 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42030320.000000 Penalty: 20465.837891
Iteration 47Q: 35 clusters Score -4.203032e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 79425 members 
Mstep: Class 4 contains 58998 members 
Mstep: Class 5 contains 848 members 
Mstep: Class 6 contains 29170 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 4799 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 21919 members 
Mstep: Class 15 contains 36843 members 
Mstep: Class 16 contains 3117 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 39492 members 
Mstep: Class 19 contains 3029 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 1070 members 
Mstep: Class 22 contains 31422 members 
Mstep: Class 23 contains 987 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 23576 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 8100 members 
Mstep: Class 30 contains 43916 members 
Mstep: Class 31 contains 27600 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 43882 members 
Mstep: Class 34 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42029344.000000 Penalty: 20465.837891
Iteration 48Q: 35 clusters Score -4.202934e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 43348 members 
Mstep: Class 3 contains 79910 members 
Mstep: Class 4 contains 59247 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 29269 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2401 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 21066 members 
Mstep: Class 15 contains 37255 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 40025 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 31392 members 
Mstep: Class 23 contains 1001 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 23262 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 8204 members 
Mstep: Class 30 contains 44131 members 
Mstep: Class 31 contains 27438 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 43635 members 
Mstep: Class 34 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42028140.000000 Penalty: 20465.837891
Iteration 49Q: 35 clusters Score -4.202814e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 42582 members 
Mstep: Class 3 contains 80428 members 
Mstep: Class 4 contains 59253 members 
Mstep: Class 5 contains 865 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 20393 members 
Mstep: Class 15 contains 37628 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 40478 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 31425 members 
Mstep: Class 23 contains 1015 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 22958 members 
Mstep: Class 26 contains 2185 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 8337 members 
Mstep: Class 30 contains 44386 members 
Mstep: Class 31 contains 27256 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 43454 members 
Mstep: Class 34 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42028628.000000 Penalty: 20465.837891
Iteration 50Q: 35 clusters Score -4.202863e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 41740 members 
Mstep: Class 3 contains 81074 members 
Mstep: Class 4 contains 59038 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 29346 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 19805 members 
Mstep: Class 15 contains 38048 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 613 members 
Mstep: Class 18 contains 41216 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 31483 members 
Mstep: Class 23 contains 1027 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 22685 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 8489 members 
Mstep: Class 30 contains 44614 members 
Mstep: Class 31 contains 27093 members 
Mstep: Class 32 contains 739 members 
Mstep: Class 33 contains 42996 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42031540.000000 Penalty: 20465.837891
Iteration 51Q: 35 clusters Score -4.203154e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 40825 members 
Mstep: Class 3 contains 82011 members 
Mstep: Class 4 contains 58435 members 
Mstep: Class 5 contains 882 members 
Mstep: Class 6 contains 29197 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 5190 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 19308 members 
Mstep: Class 15 contains 38435 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 612 members 
Mstep: Class 18 contains 42455 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 31578 members 
Mstep: Class 23 contains 1038 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 22409 members 
Mstep: Class 26 contains 2386 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 8675 members 
Mstep: Class 30 contains 45037 members 
Mstep: Class 31 contains 26959 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 42107 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42035112.000000 Penalty: 20465.837891
Iteration 52Q: 35 clusters Score -4.203511e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 39671 members 
Mstep: Class 3 contains 83261 members 
Mstep: Class 4 contains 57491 members 
Mstep: Class 5 contains 891 members 
Mstep: Class 6 contains 28933 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 18810 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 44514 members 
Mstep: Class 19 contains 3217 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 31614 members 
Mstep: Class 23 contains 1047 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 22159 members 
Mstep: Class 26 contains 2471 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 974 members 
Mstep: Class 29 contains 8891 members 
Mstep: Class 30 contains 45580 members 
Mstep: Class 31 contains 26851 members 
Mstep: Class 32 contains 741 members 
Mstep: Class 33 contains 40508 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42038208.000000 Penalty: 20465.837891
Iteration 53Q: 35 clusters Score -4.203821e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 38498 members 
Mstep: Class 3 contains 84806 members 
Mstep: Class 4 contains 56263 members 
Mstep: Class 5 contains 899 members 
Mstep: Class 6 contains 28413 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 869 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3309 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 39522 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 47540 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1196 members 
Mstep: Class 22 contains 31773 members 
Mstep: Class 23 contains 1051 members 
Mstep: Class 24 contains 459 members 
Mstep: Class 25 contains 21953 members 
Mstep: Class 26 contains 2601 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 969 members 
Mstep: Class 29 contains 9078 members 
Mstep: Class 30 contains 46028 members 
Mstep: Class 31 contains 26840 members 
Mstep: Class 32 contains 742 members 
Mstep: Class 33 contains 37913 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42038452.000000 Penalty: 20465.837891
Iteration 54Q: 35 clusters Score -4.203845e+07 nChanged 16501
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 37556 members 
Mstep: Class 3 contains 86475 members 
Mstep: Class 4 contains 54887 members 
Mstep: Class 5 contains 908 members 
Mstep: Class 6 contains 27727 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 40156 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 51454 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 32484 members 
Mstep: Class 23 contains 1053 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 22136 members 
Mstep: Class 26 contains 2728 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 965 members 
Mstep: Class 29 contains 9257 members 
Mstep: Class 30 contains 46247 members 
Mstep: Class 31 contains 27044 members 
Mstep: Class 32 contains 743 members 
Mstep: Class 33 contains 33473 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42035260.000000 Penalty: 20465.837891
Iteration 55Q: 35 clusters Score -4.203526e+07 nChanged 16873
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 36771 members 
Mstep: Class 3 contains 88131 members 
Mstep: Class 4 contains 53439 members 
Mstep: Class 5 contains 919 members 
Mstep: Class 6 contains 27137 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 163 members 
Mstep: Class 9 contains 2171 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 11 contains 5467 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 17436 members 
Mstep: Class 15 contains 40827 members 
Mstep: Class 16 contains 3819 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 53592 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 33880 members 
Mstep: Class 23 contains 1054 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 22748 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 964 members 
Mstep: Class 29 contains 9401 members 
Mstep: Class 30 contains 46326 members 
Mstep: Class 31 contains 27301 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 29601 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42030992.000000 Penalty: 20465.837891
Iteration 56Q: 35 clusters Score -4.203099e+07 nChanged 15267
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 35968 members 
Mstep: Class 3 contains 89702 members 
Mstep: Class 4 contains 52085 members 
Mstep: Class 5 contains 925 members 
Mstep: Class 6 contains 26911 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 164 members 
Mstep: Class 9 contains 2150 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 16995 members 
Mstep: Class 15 contains 41670 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 612 members 
Mstep: Class 18 contains 52960 members 
Mstep: Class 19 contains 3446 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 35531 members 
Mstep: Class 23 contains 1050 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 23595 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 961 members 
Mstep: Class 29 contains 9576 members 
Mstep: Class 30 contains 46172 members 
Mstep: Class 31 contains 27534 members 
Mstep: Class 32 contains 747 members 
Mstep: Class 33 contains 27682 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42032652.000000 Penalty: 20465.837891
Iteration 57Q: 35 clusters Score -4.203265e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 34933 members 
Mstep: Class 3 contains 90933 members 
Mstep: Class 4 contains 50971 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 26914 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 2138 members 
Mstep: Class 10 contains 924 members 
Mstep: Class 11 contains 5526 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 16594 members 
Mstep: Class 15 contains 42809 members 
Mstep: Class 16 contains 3984 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 18 contains 51966 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 37079 members 
Mstep: Class 23 contains 1039 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 24251 members 
Mstep: Class 26 contains 2996 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 960 members 
Mstep: Class 29 contains 9787 members 
Mstep: Class 30 contains 45945 members 
Mstep: Class 31 contains 27587 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 26391 members 
Mstep: Class 34 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42035648.000000 Penalty: 20465.837891
Iteration 58Q: 35 clusters Score -4.203565e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 33804 members 
Mstep: Class 3 contains 91720 members 
Mstep: Class 4 contains 50248 members 
Mstep: Class 5 contains 936 members 
Mstep: Class 6 contains 27247 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 2127 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 5552 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 16226 members 
Mstep: Class 15 contains 44276 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 50778 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 38743 members 
Mstep: Class 23 contains 1029 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 24697 members 
Mstep: Class 26 contains 3040 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 960 members 
Mstep: Class 29 contains 10040 members 
Mstep: Class 30 contains 45502 members 
Mstep: Class 31 contains 27527 members 
Mstep: Class 32 contains 750 members 
Mstep: Class 33 contains 25195 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42036460.000000 Penalty: 20465.837891
Iteration 59Q: 35 clusters Score -4.203646e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 32478 members 
Mstep: Class 3 contains 92179 members 
Mstep: Class 4 contains 49834 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 2115 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 5561 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 15844 members 
Mstep: Class 15 contains 45964 members 
Mstep: Class 16 contains 4138 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 50038 members 
Mstep: Class 19 contains 3500 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 40111 members 
Mstep: Class 23 contains 1027 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 24958 members 
Mstep: Class 26 contains 3065 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 960 members 
Mstep: Class 29 contains 10329 members 
Mstep: Class 30 contains 44805 members 
Mstep: Class 31 contains 27456 members 
Mstep: Class 32 contains 752 members 
Mstep: Class 33 contains 23840 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42037932.000000 Penalty: 20465.837891
Iteration 60F: 35 clusters Score -4.203793e+07 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 31082 members 
Mstep: Class 3 contains 92505 members 
Mstep: Class 4 contains 49676 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 15 contains 47590 members 
Mstep: Class 16 contains 4244 members 
Mstep: Class 17 contains 607 members 
Mstep: Class 18 contains 51141 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 41221 members 
Mstep: Class 23 contains 1025 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 25111 members 
Mstep: Class 26 contains 3079 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 958 members 
Mstep: Class 29 contains 10685 members 
Mstep: Class 30 contains 44103 members 
Mstep: Class 31 contains 27413 members 
Mstep: Class 32 contains 752 members 
Mstep: Class 33 contains 20954 members 
Mstep: Class 34 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42037972.000000 Penalty: 20465.837891
Iteration 61Q: 35 clusters Score -4.203797e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 29692 members 
Mstep: Class 3 contains 92677 members 
Mstep: Class 4 contains 49571 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 11 contains 5601 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 14796 members 
Mstep: Class 15 contains 48862 members 
Mstep: Class 16 contains 4361 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 50995 members 
Mstep: Class 19 contains 3476 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1401 members 
Mstep: Class 22 contains 43097 members 
Mstep: Class 23 contains 1020 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 25300 members 
Mstep: Class 26 contains 3084 members 
Mstep: Class 27 contains 2253 members 
Mstep: Class 28 contains 959 members 
Mstep: Class 29 contains 11092 members 
Mstep: Class 30 contains 43718 members 
Mstep: Class 31 contains 27479 members 
Mstep: Class 32 contains 749 members 
Mstep: Class 33 contains 18732 members 
Mstep: Class 34 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42037932.000000 Penalty: 20465.837891
Iteration 62Q: 35 clusters Score -4.203793e+07 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 28304 members 
Mstep: Class 3 contains 92746 members 
Mstep: Class 4 contains 49499 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 28541 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 180 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1022 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 49874 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 50353 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 45625 members 
Mstep: Class 23 contains 1016 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 25357 members 
Mstep: Class 26 contains 3060 members 
Mstep: Class 27 contains 2226 members 
Mstep: Class 28 contains 958 members 
Mstep: Class 29 contains 11606 members 
Mstep: Class 30 contains 43671 members 
Mstep: Class 31 contains 27708 members 
Mstep: Class 32 contains 753 members 
Mstep: Class 33 contains 16724 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42035408.000000 Penalty: 20465.837891
Iteration 63Q: 35 clusters Score -4.203541e+07 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 92683 members 
Mstep: Class 4 contains 49540 members 
Mstep: Class 5 contains 1001 members 
Mstep: Class 6 contains 28050 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 183 members 
Mstep: Class 9 contains 2033 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 13801 members 
Mstep: Class 15 contains 50591 members 
Mstep: Class 16 contains 4642 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 50044 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 47826 members 
Mstep: Class 23 contains 1013 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 25237 members 
Mstep: Class 26 contains 3012 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 12146 members 
Mstep: Class 30 contains 43882 members 
Mstep: Class 31 contains 27976 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 15170 members 
Mstep: Class 34 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42031496.000000 Penalty: 20465.837891
Iteration 64Q: 35 clusters Score -4.20315e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 25995 members 
Mstep: Class 3 contains 92638 members 
Mstep: Class 4 contains 49477 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 27808 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 189 members 
Mstep: Class 9 contains 2017 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 13342 members 
Mstep: Class 15 contains 50997 members 
Mstep: Class 16 contains 4787 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 50719 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 48124 members 
Mstep: Class 23 contains 1009 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 24934 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 943 members 
Mstep: Class 29 contains 12738 members 
Mstep: Class 30 contains 44304 members 
Mstep: Class 31 contains 28259 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 14465 members 
Mstep: Class 34 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42030980.000000 Penalty: 20465.837891
Iteration 65Q: 35 clusters Score -4.203098e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 25308 members 
Mstep: Class 3 contains 92565 members 
Mstep: Class 4 contains 49443 members 
Mstep: Class 5 contains 1021 members 
Mstep: Class 6 contains 27828 members 
Mstep: Class 7 contains 618 members 
Mstep: Class 8 contains 198 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 5682 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 51666 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 47667 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 24564 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 941 members 
Mstep: Class 29 contains 13332 members 
Mstep: Class 30 contains 44673 members 
Mstep: Class 31 contains 28365 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 14218 members 
Mstep: Class 34 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42031996.000000 Penalty: 20465.837891
Iteration 66Q: 35 clusters Score -4.2032e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 24873 members 
Mstep: Class 3 contains 92512 members 
Mstep: Class 4 contains 49364 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 27961 members 
Mstep: Class 7 contains 619 members 
Mstep: Class 8 contains 205 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 12469 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 52557 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 47142 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 24235 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 940 members 
Mstep: Class 29 contains 13926 members 
Mstep: Class 30 contains 45089 members 
Mstep: Class 31 contains 28343 members 
Mstep: Class 32 contains 769 members 
Mstep: Class 33 contains 14096 members 
Mstep: Class 34 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42032836.000000 Penalty: 20465.837891
Iteration 67Q: 35 clusters Score -4.203284e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 24746 members 
Mstep: Class 3 contains 92398 members 
Mstep: Class 4 contains 49401 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 28098 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 51097 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 18 contains 53025 members 
Mstep: Class 19 contains 3356 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 46787 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 23998 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 941 members 
Mstep: Class 29 contains 14522 members 
Mstep: Class 30 contains 45377 members 
Mstep: Class 31 contains 28280 members 
Mstep: Class 32 contains 772 members 
Mstep: Class 33 contains 14111 members 
Mstep: Class 34 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42033780.000000 Penalty: 20465.837891
Iteration 68Q: 35 clusters Score -4.203378e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 24737 members 
Mstep: Class 3 contains 92388 members 
Mstep: Class 4 contains 49322 members 
Mstep: Class 5 contains 1007 members 
Mstep: Class 6 contains 28315 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 222 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 1802 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 50981 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 603 members 
Mstep: Class 18 contains 53423 members 
Mstep: Class 19 contains 3353 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 46392 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 23745 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 941 members 
Mstep: Class 29 contains 15132 members 
Mstep: Class 30 contains 45544 members 
Mstep: Class 31 contains 28126 members 
Mstep: Class 32 contains 771 members 
Mstep: Class 33 contains 14245 members 
Mstep: Class 34 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42033940.000000 Penalty: 20465.837891
Iteration 69Q: 35 clusters Score -4.203394e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 24960 members 
Mstep: Class 3 contains 92387 members 
Mstep: Class 4 contains 49201 members 
Mstep: Class 5 contains 1004 members 
Mstep: Class 6 contains 28567 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 1992 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 11104 members 
Mstep: Class 15 contains 50783 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 53565 members 
Mstep: Class 19 contains 3325 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 23513 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 941 members 
Mstep: Class 29 contains 15742 members 
Mstep: Class 30 contains 45585 members 
Mstep: Class 31 contains 28001 members 
Mstep: Class 32 contains 770 members 
Mstep: Class 33 contains 14495 members 
Mstep: Class 34 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42034848.000000 Penalty: 20465.837891
Iteration 70Q: 35 clusters Score -4.203485e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 25374 members 
Mstep: Class 3 contains 92431 members 
Mstep: Class 4 contains 49046 members 
Mstep: Class 5 contains 1003 members 
Mstep: Class 6 contains 28776 members 
Mstep: Class 7 contains 622 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 5733 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 10713 members 
Mstep: Class 15 contains 50448 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 53448 members 
Mstep: Class 19 contains 3305 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1449 members 
Mstep: Class 22 contains 45948 members 
Mstep: Class 23 contains 1003 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 23324 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 940 members 
Mstep: Class 29 contains 16279 members 
Mstep: Class 30 contains 45648 members 
Mstep: Class 31 contains 27896 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 14825 members 
Mstep: Class 34 contains 702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42035412.000000 Penalty: 20465.837891
Iteration 71Q: 35 clusters Score -4.203541e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 25854 members 
Mstep: Class 3 contains 92431 members 
Mstep: Class 4 contains 48902 members 
Mstep: Class 5 contains 995 members 
Mstep: Class 6 contains 28914 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5761 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 10420 members 
Mstep: Class 15 contains 50002 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 604 members 
Mstep: Class 18 contains 53306 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 45805 members 
Mstep: Class 23 contains 1004 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 23120 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 16736 members 
Mstep: Class 30 contains 45741 members 
Mstep: Class 31 contains 27798 members 
Mstep: Class 32 contains 766 members 
Mstep: Class 33 contains 15230 members 
Mstep: Class 34 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42036024.000000 Penalty: 20465.837891
Iteration 72Q: 35 clusters Score -4.203602e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 92364 members 
Mstep: Class 4 contains 48856 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 29007 members 
Mstep: Class 7 contains 626 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 49570 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 605 members 
Mstep: Class 18 contains 53090 members 
Mstep: Class 19 contains 3287 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 45669 members 
Mstep: Class 23 contains 1008 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 22902 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 2133 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 17144 members 
Mstep: Class 30 contains 45798 members 
Mstep: Class 31 contains 27706 members 
Mstep: Class 32 contains 764 members 
Mstep: Class 33 contains 15745 members 
Mstep: Class 34 contains 704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42037416.000000 Penalty: 20465.837891
Iteration 73Q: 35 clusters Score -4.203742e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 27063 members 
Mstep: Class 3 contains 92271 members 
Mstep: Class 4 contains 48824 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 29092 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 232 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 49017 members 
Mstep: Class 16 contains 6004 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 52773 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1443 members 
Mstep: Class 22 contains 45512 members 
Mstep: Class 23 contains 1007 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 22699 members 
Mstep: Class 26 contains 2834 members 
Mstep: Class 27 contains 2126 members 
Mstep: Class 28 contains 935 members 
Mstep: Class 29 contains 17514 members 
Mstep: Class 30 contains 45878 members 
Mstep: Class 31 contains 27635 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 16363 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42039556.000000 Penalty: 20465.837891
Iteration 74Q: 35 clusters Score -4.203956e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 27720 members 
Mstep: Class 3 contains 92175 members 
Mstep: Class 4 contains 48802 members 
Mstep: Class 5 contains 986 members 
Mstep: Class 6 contains 29117 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1990 members 
Mstep: Class 10 contains 2086 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 48610 members 
Mstep: Class 16 contains 6085 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 52374 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 45423 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 22484 members 
Mstep: Class 26 contains 2824 members 
Mstep: Class 27 contains 2129 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 17828 members 
Mstep: Class 30 contains 45949 members 
Mstep: Class 31 contains 27549 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 17097 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42041416.000000 Penalty: 20465.837891
Iteration 75Q: 35 clusters Score -4.204142e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 28378 members 
Mstep: Class 3 contains 92093 members 
Mstep: Class 4 contains 48819 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 29120 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1990 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 5897 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 9639 members 
Mstep: Class 15 contains 48214 members 
Mstep: Class 16 contains 6146 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 52017 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 45349 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 22262 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 2136 members 
Mstep: Class 28 contains 923 members 
Mstep: Class 29 contains 18069 members 
Mstep: Class 30 contains 45983 members 
Mstep: Class 31 contains 27458 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 17817 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42042644.000000 Penalty: 20465.837891
Iteration 76Q: 35 clusters Score -4.204264e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 29003 members 
Mstep: Class 3 contains 91980 members 
Mstep: Class 4 contains 48874 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 29043 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 47939 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 51534 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1437 members 
Mstep: Class 22 contains 45308 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 22055 members 
Mstep: Class 26 contains 2806 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 916 members 
Mstep: Class 29 contains 18268 members 
Mstep: Class 30 contains 45968 members 
Mstep: Class 31 contains 27393 members 
Mstep: Class 32 contains 761 members 
Mstep: Class 33 contains 18655 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42044348.000000 Penalty: 20465.837891
Iteration 77Q: 35 clusters Score -4.204435e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 29724 members 
Mstep: Class 3 contains 91785 members 
Mstep: Class 4 contains 48990 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 28933 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 47629 members 
Mstep: Class 16 contains 6263 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50999 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 45202 members 
Mstep: Class 23 contains 1006 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21893 members 
Mstep: Class 26 contains 2795 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 914 members 
Mstep: Class 29 contains 18456 members 
Mstep: Class 30 contains 45920 members 
Mstep: Class 31 contains 27354 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 19561 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42046368.000000 Penalty: 20465.837891
Iteration 78Q: 35 clusters Score -4.204637e+07 nChanged 5339
Entering ConstructFrom: 
Score: -42046368.000000 Penalty: 20465.837891
Entering ConstructFrom: 
Trying to split cluster 1 (33375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Entering Unmasked Estep 
Score: -2604706.500000 Penalty: 473.908112
	Iteration 0F: 2 clusters Score -2604706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2583465.750000 Penalty: 947.816223
	Iteration 0F: 3 clusters Score -2583466 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2593272.500000 Penalty: 947.816223
	Iteration 1F: 3 clusters Score -2593272 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2594862.250000 Penalty: 947.816223
	Iteration 2F: 3 clusters Score -2594862 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2597452.000000 Penalty: 947.816223
	Iteration 3F: 3 clusters Score -2597452 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2600226.250000 Penalty: 947.816223
	Iteration 4F: 3 clusters Score -2600226 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2601859.500000 Penalty: 947.816223
	Iteration 5F: 3 clusters Score -2601860 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2602399.250000 Penalty: 947.816223
	Iteration 6Q: 3 clusters Score -2602399 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2602541.250000 Penalty: 947.816223
	Iteration 7Q: 3 clusters Score -2602541 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2602597.750000 Penalty: 947.816223
	Iteration 8Q: 3 clusters Score -2602598 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2602618.250000 Penalty: 947.816223
	Iteration 9Q: 3 clusters Score -2602618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2602652.000000 Penalty: 947.816223
	Iteration 10Q: 3 clusters Score -2602652 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2602684.000000 Penalty: 947.816223
	Iteration 11Q: 3 clusters Score -2602684 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2602719.250000 Penalty: 947.816223
	Iteration 12Q: 3 clusters Score -2602719 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2602755.250000 Penalty: 947.816223
	Iteration 13Q: 3 clusters Score -2602755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2602801.750000 Penalty: 947.816223
	Iteration 14Q: 3 clusters Score -2602802 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2602861.500000 Penalty: 947.816223
	Iteration 15Q: 3 clusters Score -2602862 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2602924.500000 Penalty: 947.816223
	Iteration 16Q: 3 clusters Score -2602924 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2602977.750000 Penalty: 947.816223
	Iteration 17Q: 3 clusters Score -2602978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2603053.000000 Penalty: 947.816223
	Iteration 18Q: 3 clusters Score -2603053 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2603131.750000 Penalty: 947.816223
	Iteration 19Q: 3 clusters Score -2603132 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2603247.250000 Penalty: 947.816223
	Iteration 20F: 3 clusters Score -2603247 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2603400.250000 Penalty: 947.816223
	Iteration 21Q: 3 clusters Score -2603400 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2603615.000000 Penalty: 947.816223
	Iteration 22Q: 3 clusters Score -2603615 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2603841.750000 Penalty: 947.816223
	Iteration 23Q: 3 clusters Score -2603842 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2604141.250000 Penalty: 947.816223
	Iteration 24Q: 3 clusters Score -2604141 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2604475.500000 Penalty: 947.816223
	Iteration 25Q: 3 clusters Score -2604476 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2604843.250000 Penalty: 947.816223
	Iteration 26Q: 3 clusters Score -2604843 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -2605183.750000 Penalty: 947.816223
	Iteration 27Q: 3 clusters Score -2605184 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -2605553.500000 Penalty: 947.816223
	Iteration 28Q: 3 clusters Score -2605554 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2605852.000000 Penalty: 947.816223
	Iteration 29Q: 3 clusters Score -2605852 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2606107.250000 Penalty: 947.816223
	Iteration 30Q: 3 clusters Score -2606107 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2606274.500000 Penalty: 947.816223
	Iteration 31Q: 3 clusters Score -2606274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -2606365.500000 Penalty: 947.816223
	Iteration 32Q: 3 clusters Score -2606366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2606438.000000 Penalty: 947.816223
	Iteration 33Q: 3 clusters Score -2606438 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -2606488.250000 Penalty: 947.816223
	Iteration 34Q: 3 clusters Score -2606488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -2606520.500000 Penalty: 947.816223
	Iteration 35Q: 3 clusters Score -2606520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -2606534.500000 Penalty: 947.816223
	Iteration 36Q: 3 clusters Score -2606534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -2606563.500000 Penalty: 947.816223
	Iteration 37Q: 3 clusters Score -2606564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -2606574.500000 Penalty: 947.816223
	Iteration 38Q: 3 clusters Score -2606574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -2606587.750000 Penalty: 947.816223
	Iteration 39Q: 3 clusters Score -2606588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -2606594.750000 Penalty: 947.816223
	Iteration 40F: 3 clusters Score -2606595 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -2606602.500000 Penalty: 947.816223
	Iteration 41Q: 3 clusters Score -2606602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -2606616.000000 Penalty: 947.816223
	Iteration 42Q: 3 clusters Score -2606616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -2606619.000000 Penalty: 947.816223
	Iteration 43Q: 3 clusters Score -2606619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -2606623.500000 Penalty: 947.816223
	Iteration 44Q: 3 clusters Score -2606624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -2606629.750000 Penalty: 947.816223
	Iteration 45Q: 3 clusters Score -2606630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -2606632.500000 Penalty: 947.816223
	Iteration 46Q: 3 clusters Score -2606632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -2606632.500000 Penalty: 947.816223
	Iteration 47Q: 3 clusters Score -2606632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -2606635.750000 Penalty: 947.816223
	Iteration 48Q: 3 clusters Score -2606636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -2606633.750000 Penalty: 947.816223
	Iteration 49Q: 3 clusters Score -2606634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -2606637.250000 Penalty: 947.816223
	Iteration 50Q: 3 clusters Score -2606637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -2606644.250000 Penalty: 947.816223
	Iteration 51Q: 3 clusters Score -2606644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -2606636.750000 Penalty: 947.816223
	Iteration 52Q: 3 clusters Score -2606637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -2606637.000000 Penalty: 947.816223
	Iteration 53Q: 3 clusters Score -2606637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -2606637.000000 Penalty: 947.816223
	Iteration 54Q: 3 clusters Score -2606637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -2606637.000000 Penalty: 947.816223
	Iteration 55Q: 3 clusters Score -2606637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -2606631.500000 Penalty: 947.816223
	Iteration 56Q: 3 clusters Score -2606632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -2606636.250000 Penalty: 947.816223
	Iteration 57Q: 3 clusters Score -2606636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -2606637.750000 Penalty: 947.816223
	Iteration 58Q: 3 clusters Score -2606638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -2606642.000000 Penalty: 947.816223
	Iteration 59Q: 3 clusters Score -2606642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -2606639.750000 Penalty: 947.816223
	Iteration 60F: 3 clusters Score -2606640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -2606639.250000 Penalty: 947.816223
	Iteration 61Q: 3 clusters Score -2606639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -2606639.500000 Penalty: 947.816223
	Iteration 62Q: 3 clusters Score -2606640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -2606639.500000 Penalty: 947.816223
	Iteration 63Q: 3 clusters Score -2606640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -2606644.500000 Penalty: 947.816223
	Iteration 64Q: 3 clusters Score -2606644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -2606642.500000 Penalty: 947.816223
	Iteration 65Q: 3 clusters Score -2606642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -2606643.250000 Penalty: 947.816223
	Iteration 66Q: 3 clusters Score -2606643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2606644.500000 Penalty: 947.816223
	Iteration 67Q: 3 clusters Score -2606644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -2606644.500000 Penalty: 947.816223
	Iteration 68F: 3 clusters Score -2606644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 91650 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Entering Unmasked Estep 
Score: -42049248.000000 Penalty: 21067.775391
Splitting cluster 1 changes total score from -42046368.000000 to -42049248.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (30409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Entering Unmasked Estep 
Score: -2450230.000000 Penalty: 469.673462
	Iteration 0F: 2 clusters Score -2450230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2431429.500000 Penalty: 939.346924
	Iteration 0F: 3 clusters Score -2431430 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2439966.500000 Penalty: 939.346924
	Iteration 1F: 3 clusters Score -2439966 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2440583.750000 Penalty: 939.346924
	Iteration 2Q: 3 clusters Score -2440584 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2441623.500000 Penalty: 939.346924
	Iteration 3F: 3 clusters Score -2441624 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2443325.500000 Penalty: 939.346924
	Iteration 4F: 3 clusters Score -2443326 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2445558.250000 Penalty: 939.346924
	Iteration 5F: 3 clusters Score -2445558 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2447390.000000 Penalty: 939.346924
	Iteration 6F: 3 clusters Score -2447390 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2448322.500000 Penalty: 939.346924
	Iteration 7F: 3 clusters Score -2448322 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2448807.250000 Penalty: 939.346924
	Iteration 8Q: 3 clusters Score -2448807 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2449159.750000 Penalty: 939.346924
	Iteration 9Q: 3 clusters Score -2449160 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2449470.000000 Penalty: 939.346924
	Iteration 10Q: 3 clusters Score -2449470 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2449686.000000 Penalty: 939.346924
	Iteration 11Q: 3 clusters Score -2449686 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2449868.750000 Penalty: 939.346924
	Iteration 12Q: 3 clusters Score -2449869 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2450028.250000 Penalty: 939.346924
	Iteration 13Q: 3 clusters Score -2450028 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2450129.250000 Penalty: 939.346924
	Iteration 14Q: 3 clusters Score -2450129 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2450183.000000 Penalty: 939.346924
	Iteration 15Q: 3 clusters Score -2450183 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2450148.000000 Penalty: 939.346924
	Iteration 16Q: 3 clusters Score -2450148 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2450158.000000 Penalty: 939.346924
	Iteration 17Q: 3 clusters Score -2450158 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2450138.750000 Penalty: 939.346924
	Iteration 18Q: 3 clusters Score -2450139 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2450115.500000 Penalty: 939.346924
	Iteration 19Q: 3 clusters Score -2450116 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2450156.250000 Penalty: 939.346924
	Iteration 20F: 3 clusters Score -2450156 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2450170.500000 Penalty: 939.346924
	Iteration 21Q: 3 clusters Score -2450170 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2450185.000000 Penalty: 939.346924
	Iteration 22Q: 3 clusters Score -2450185 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2450142.500000 Penalty: 939.346924
	Iteration 23Q: 3 clusters Score -2450142 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2450109.000000 Penalty: 939.346924
	Iteration 24Q: 3 clusters Score -2450109 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2450068.250000 Penalty: 939.346924
	Iteration 25Q: 3 clusters Score -2450068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2450045.500000 Penalty: 939.346924
	Iteration 26Q: 3 clusters Score -2450046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2450042.250000 Penalty: 939.346924
	Iteration 27Q: 3 clusters Score -2450042 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2450047.000000 Penalty: 939.346924
	Iteration 28Q: 3 clusters Score -2450047 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2450055.250000 Penalty: 939.346924
	Iteration 29Q: 3 clusters Score -2450055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2450058.000000 Penalty: 939.346924
	Iteration 30Q: 3 clusters Score -2450058 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2450070.250000 Penalty: 939.346924
	Iteration 31Q: 3 clusters Score -2450070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2450054.750000 Penalty: 939.346924
	Iteration 32Q: 3 clusters Score -2450055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2450038.000000 Penalty: 939.346924
	Iteration 33Q: 3 clusters Score -2450038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2450029.000000 Penalty: 939.346924
	Iteration 34Q: 3 clusters Score -2450029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2450034.500000 Penalty: 939.346924
	Iteration 35Q: 3 clusters Score -2450034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2450033.000000 Penalty: 939.346924
	Iteration 36Q: 3 clusters Score -2450033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2450032.750000 Penalty: 939.346924
	Iteration 37Q: 3 clusters Score -2450033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2450023.000000 Penalty: 939.346924
	Iteration 38Q: 3 clusters Score -2450023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2450024.750000 Penalty: 939.346924
	Iteration 39Q: 3 clusters Score -2450025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2450024.750000 Penalty: 939.346924
	Iteration 40F: 3 clusters Score -2450025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Entering Unmasked Estep 
Score: -7246876.000000 Penalty: 519.870850
	Iteration 0F: 2 clusters Score -7246876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -7224360.000000 Penalty: 1039.741699
	Iteration 0F: 3 clusters Score -7224360 nChanged 44820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -7251372.000000 Penalty: 1039.741699
	Iteration 1F: 3 clusters Score -7251372 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -7252737.500000 Penalty: 1039.741699
	Iteration 2F: 3 clusters Score -7252738 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -7258786.000000 Penalty: 1039.741699
	Iteration 3F: 3 clusters Score -7258786 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -7265651.000000 Penalty: 1039.741699
	Iteration 4F: 3 clusters Score -7265651 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -7268746.000000 Penalty: 1039.741699
	Iteration 5F: 3 clusters Score -7268746 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -7269492.000000 Penalty: 1039.741699
	Iteration 6Q: 3 clusters Score -7269492 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -7269567.000000 Penalty: 1039.741699
	Iteration 7Q: 3 clusters Score -7269567 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -7269517.000000 Penalty: 1039.741699
	Iteration 8Q: 3 clusters Score -7269517 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7269958.000000 Penalty: 1039.741699
	Iteration 9Q: 3 clusters Score -7269958 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7270369.000000 Penalty: 1039.741699
	Iteration 10Q: 3 clusters Score -7270369 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -7270390.000000 Penalty: 1039.741699
	Iteration 11Q: 3 clusters Score -7270390 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7269979.000000 Penalty: 1039.741699
	Iteration 12Q: 3 clusters Score -7269979 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -7269346.500000 Penalty: 1039.741699
	Iteration 13Q: 3 clusters Score -7269346 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -7268681.000000 Penalty: 1039.741699
	Iteration 14Q: 3 clusters Score -7268681 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -7268184.000000 Penalty: 1039.741699
	Iteration 15Q: 3 clusters Score -7268184 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7267800.000000 Penalty: 1039.741699
	Iteration 16Q: 3 clusters Score -7267800 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7267687.500000 Penalty: 1039.741699
	Iteration 17Q: 3 clusters Score -7267688 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7267494.500000 Penalty: 1039.741699
	Iteration 18Q: 3 clusters Score -7267494 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -7267411.000000 Penalty: 1039.741699
	Iteration 19Q: 3 clusters Score -7267411 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7267752.000000 Penalty: 1039.741699
	Iteration 20F: 3 clusters Score -7267752 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -7267215.000000 Penalty: 1039.741699
	Iteration 21Q: 3 clusters Score -7267215 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -7266844.000000 Penalty: 1039.741699
	Iteration 22Q: 3 clusters Score -7266844 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7266546.000000 Penalty: 1039.741699
	Iteration 23Q: 3 clusters Score -7266546 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -7266275.000000 Penalty: 1039.741699
	Iteration 24Q: 3 clusters Score -7266275 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7266043.500000 Penalty: 1039.741699
	Iteration 25Q: 3 clusters Score -7266044 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -7265972.500000 Penalty: 1039.741699
	Iteration 26Q: 3 clusters Score -7265972 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -7265813.500000 Penalty: 1039.741699
	Iteration 27Q: 3 clusters Score -7265814 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -7265707.500000 Penalty: 1039.741699
	Iteration 28Q: 3 clusters Score -7265708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -7265655.500000 Penalty: 1039.741699
	Iteration 29Q: 3 clusters Score -7265656 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7265555.000000 Penalty: 1039.741699
	Iteration 30Q: 3 clusters Score -7265555 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -7265476.000000 Penalty: 1039.741699
	Iteration 31Q: 3 clusters Score -7265476 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7265397.000000 Penalty: 1039.741699
	Iteration 32Q: 3 clusters Score -7265397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -7265423.500000 Penalty: 1039.741699
	Iteration 33Q: 3 clusters Score -7265424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7265442.500000 Penalty: 1039.741699
	Iteration 34Q: 3 clusters Score -7265442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -7265391.500000 Penalty: 1039.741699
	Iteration 35Q: 3 clusters Score -7265392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7265388.500000 Penalty: 1039.741699
	Iteration 36Q: 3 clusters Score -7265388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -7265378.000000 Penalty: 1039.741699
	Iteration 37Q: 3 clusters Score -7265378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -7265399.500000 Penalty: 1039.741699
	Iteration 38Q: 3 clusters Score -7265400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7265369.500000 Penalty: 1039.741699
	Iteration 39Q: 3 clusters Score -7265370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62426 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7265328.000000 Penalty: 1039.741699
	Iteration 40F: 3 clusters Score -7265328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7265311.500000 Penalty: 1039.741699
	Iteration 41Q: 3 clusters Score -7265312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7265309.500000 Penalty: 1039.741699
	Iteration 42Q: 3 clusters Score -7265310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7265304.000000 Penalty: 1039.741699
	Iteration 43Q: 3 clusters Score -7265304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -7265324.000000 Penalty: 1039.741699
	Iteration 44Q: 3 clusters Score -7265324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7265332.000000 Penalty: 1039.741699
	Iteration 45Q: 3 clusters Score -7265332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7265337.500000 Penalty: 1039.741699
	Iteration 46Q: 3 clusters Score -7265338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -7265316.500000 Penalty: 1039.741699
	Iteration 47Q: 3 clusters Score -7265316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7265301.000000 Penalty: 1039.741699
	Iteration 48Q: 3 clusters Score -7265301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -7265301.500000 Penalty: 1039.741699
	Iteration 49Q: 3 clusters Score -7265302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7265248.000000 Penalty: 1039.741699
	Iteration 50Q: 3 clusters Score -7265248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7265256.000000 Penalty: 1039.741699
	Iteration 51Q: 3 clusters Score -7265256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -7265204.500000 Penalty: 1039.741699
	Iteration 52Q: 3 clusters Score -7265204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -7265184.500000 Penalty: 1039.741699
	Iteration 53Q: 3 clusters Score -7265184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -7265108.000000 Penalty: 1039.741699
	Iteration 54Q: 3 clusters Score -7265108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -7265086.000000 Penalty: 1039.741699
	Iteration 55Q: 3 clusters Score -7265086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -7265104.000000 Penalty: 1039.741699
	Iteration 56Q: 3 clusters Score -7265104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -7265095.000000 Penalty: 1039.741699
	Iteration 57Q: 3 clusters Score -7265095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7265084.000000 Penalty: 1039.741699
	Iteration 58Q: 3 clusters Score -7265084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -7265073.000000 Penalty: 1039.741699
	Iteration 59Q: 3 clusters Score -7265073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -7265060.000000 Penalty: 1039.741699
	Iteration 60F: 3 clusters Score -7265060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -7265059.000000 Penalty: 1039.741699
	Iteration 61Q: 3 clusters Score -7265059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -7265071.500000 Penalty: 1039.741699
	Iteration 62Q: 3 clusters Score -7265072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -7265047.500000 Penalty: 1039.741699
	Iteration 63Q: 3 clusters Score -7265048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -7265068.000000 Penalty: 1039.741699
	Iteration 64Q: 3 clusters Score -7265068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -7265078.000000 Penalty: 1039.741699
	Iteration 65Q: 3 clusters Score -7265078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7265080.500000 Penalty: 1039.741699
	Iteration 66Q: 3 clusters Score -7265080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -7265082.000000 Penalty: 1039.741699
	Iteration 67Q: 3 clusters Score -7265082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -7265080.500000 Penalty: 1039.741699
	Iteration 68Q: 3 clusters Score -7265080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -7265080.500000 Penalty: 1039.741699
	Iteration 69Q: 3 clusters Score -7265080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -7265085.500000 Penalty: 1039.741699
	Iteration 70Q: 3 clusters Score -7265086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -7265081.000000 Penalty: 1039.741699
	Iteration 71Q: 3 clusters Score -7265081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -7265090.000000 Penalty: 1039.741699
	Iteration 72Q: 3 clusters Score -7265090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7265075.000000 Penalty: 1039.741699
	Iteration 73Q: 3 clusters Score -7265075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -7265078.500000 Penalty: 1039.741699
	Iteration 74Q: 3 clusters Score -7265078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7265076.000000 Penalty: 1039.741699
	Iteration 75Q: 3 clusters Score -7265076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -7265076.000000 Penalty: 1039.741699
	Iteration 76F: 3 clusters Score -7265076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 983 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Entering Unmasked Estep 
Score: -42067420.000000 Penalty: 21669.710938
Splitting cluster 3 changes total score from -42046368.000000 to -42067420.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (49057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Entering Unmasked Estep 
Score: -3907416.500000 Penalty: 491.433594
	Iteration 0F: 2 clusters Score -3907416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3883102.250000 Penalty: 982.867188
	Iteration 0F: 3 clusters Score -3883102 nChanged 23737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -3898486.250000 Penalty: 982.867188
	Iteration 1F: 3 clusters Score -3898486 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3901154.500000 Penalty: 982.867188
	Iteration 2F: 3 clusters Score -3901154 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3904682.750000 Penalty: 982.867188
	Iteration 3F: 3 clusters Score -3904683 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3907798.000000 Penalty: 982.867188
	Iteration 4F: 3 clusters Score -3907798 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3909329.750000 Penalty: 982.867188
	Iteration 5F: 3 clusters Score -3909330 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3909787.500000 Penalty: 982.867188
	Iteration 6Q: 3 clusters Score -3909788 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3909780.500000 Penalty: 982.867188
	Iteration 7Q: 3 clusters Score -3909780 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3909631.250000 Penalty: 982.867188
	Iteration 8Q: 3 clusters Score -3909631 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3909330.250000 Penalty: 982.867188
	Iteration 9Q: 3 clusters Score -3909330 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3908978.500000 Penalty: 982.867188
	Iteration 10Q: 3 clusters Score -3908978 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3908433.000000 Penalty: 982.867188
	Iteration 11Q: 3 clusters Score -3908433 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3908051.500000 Penalty: 982.867188
	Iteration 12Q: 3 clusters Score -3908052 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3907788.250000 Penalty: 982.867188
	Iteration 13Q: 3 clusters Score -3907788 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3907533.000000 Penalty: 982.867188
	Iteration 14Q: 3 clusters Score -3907533 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -3907425.500000 Penalty: 982.867188
	Iteration 15Q: 3 clusters Score -3907426 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3907221.750000 Penalty: 982.867188
	Iteration 16Q: 3 clusters Score -3907222 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3907057.750000 Penalty: 982.867188
	Iteration 17Q: 3 clusters Score -3907058 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3907065.500000 Penalty: 982.867188
	Iteration 18Q: 3 clusters Score -3907066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3907076.750000 Penalty: 982.867188
	Iteration 19Q: 3 clusters Score -3907077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3907491.000000 Penalty: 982.867188
	Iteration 20F: 3 clusters Score -3907491 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3907164.500000 Penalty: 982.867188
	Iteration 21Q: 3 clusters Score -3907164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3907086.000000 Penalty: 982.867188
	Iteration 22Q: 3 clusters Score -3907086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -3907090.750000 Penalty: 982.867188
	Iteration 23Q: 3 clusters Score -3907091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -3907092.500000 Penalty: 982.867188
	Iteration 24Q: 3 clusters Score -3907092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3907098.750000 Penalty: 982.867188
	Iteration 25Q: 3 clusters Score -3907099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3907097.250000 Penalty: 982.867188
	Iteration 26Q: 3 clusters Score -3907097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -3907099.500000 Penalty: 982.867188
	Iteration 27Q: 3 clusters Score -3907100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3907103.250000 Penalty: 982.867188
	Iteration 28Q: 3 clusters Score -3907103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3907105.750000 Penalty: 982.867188
	Iteration 29Q: 3 clusters Score -3907106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3907102.500000 Penalty: 982.867188
	Iteration 30Q: 3 clusters Score -3907102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3907101.500000 Penalty: 982.867188
	Iteration 31Q: 3 clusters Score -3907102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3907101.500000 Penalty: 982.867188
	Iteration 32F: 3 clusters Score -3907102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -56751.382812 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -56751.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -55970.695312 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -55970.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -56482.523438 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -56482.52 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -56594.171875 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -56594.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56663.867188 Penalty: 627.045471
	Iteration 3F: 3 clusters Score -56663.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -56725.750000 Penalty: 627.045471
	Iteration 4Q: 3 clusters Score -56725.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56778.226562 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -56778.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56829.101562 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -56829.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -56875.054688 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -56875.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -56904.378906 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -56904.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -56918.640625 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -56918.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -56929.343750 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -56929.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -56938.910156 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -56938.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -56948.890625 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -56948.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -56954.031250 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -56954.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -56957.062500 Penalty: 627.045471
	Iteration 14Q: 3 clusters Score -56957.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -56957.746094 Penalty: 627.045471
	Iteration 15Q: 3 clusters Score -56957.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -56958.109375 Penalty: 627.045471
	Iteration 16Q: 3 clusters Score -56958.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56958.351562 Penalty: 627.045471
	Iteration 17Q: 3 clusters Score -56958.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56958.503906 Penalty: 627.045471
	Iteration 18Q: 3 clusters Score -56958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56959.269531 Penalty: 627.045471
	Iteration 19Q: 3 clusters Score -56959.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -56959.984375 Penalty: 627.045471
	Iteration 20F: 3 clusters Score -56959.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -56962.035156 Penalty: 627.045471
	Iteration 21Q: 3 clusters Score -56962.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -56963.687500 Penalty: 627.045471
	Iteration 22Q: 3 clusters Score -56963.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56965.628906 Penalty: 627.045471
	Iteration 23Q: 3 clusters Score -56965.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56966.652344 Penalty: 627.045471
	Iteration 24Q: 3 clusters Score -56966.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -56966.652344 Penalty: 627.045471
	Iteration 25F: 3 clusters Score -56966.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 627 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Entering Unmasked Estep 
Score: -42067368.000000 Penalty: 22271.648438
Splitting cluster 5 changes total score from -42046368.000000 to -42067368.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 6 (28807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Entering Unmasked Estep 
Score: -2322453.000000 Penalty: 467.210999
	Iteration 0F: 2 clusters Score -2322453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2306519.750000 Penalty: 934.421997
	Iteration 0F: 3 clusters Score -2306520 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2315322.750000 Penalty: 934.421997
	Iteration 1F: 3 clusters Score -2315323 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2316656.750000 Penalty: 934.421997
	Iteration 2F: 3 clusters Score -2316657 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2318814.750000 Penalty: 934.421997
	Iteration 3F: 3 clusters Score -2318815 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2321067.250000 Penalty: 934.421997
	Iteration 4F: 3 clusters Score -2321067 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2322506.000000 Penalty: 934.421997
	Iteration 5F: 3 clusters Score -2322506 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2322982.750000 Penalty: 934.421997
	Iteration 6Q: 3 clusters Score -2322983 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2323139.000000 Penalty: 934.421997
	Iteration 7Q: 3 clusters Score -2323139 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2323211.250000 Penalty: 934.421997
	Iteration 8Q: 3 clusters Score -2323211 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2322960.750000 Penalty: 934.421997
	Iteration 9Q: 3 clusters Score -2322961 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2322674.250000 Penalty: 934.421997
	Iteration 10Q: 3 clusters Score -2322674 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2322422.000000 Penalty: 934.421997
	Iteration 11Q: 3 clusters Score -2322422 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2322324.000000 Penalty: 934.421997
	Iteration 12Q: 3 clusters Score -2322324 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2322246.000000 Penalty: 934.421997
	Iteration 13Q: 3 clusters Score -2322246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2322247.500000 Penalty: 934.421997
	Iteration 14Q: 3 clusters Score -2322248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2322221.750000 Penalty: 934.421997
	Iteration 15Q: 3 clusters Score -2322222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2322179.000000 Penalty: 934.421997
	Iteration 16Q: 3 clusters Score -2322179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2322182.250000 Penalty: 934.421997
	Iteration 17Q: 3 clusters Score -2322182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2322172.750000 Penalty: 934.421997
	Iteration 18Q: 3 clusters Score -2322173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2322170.500000 Penalty: 934.421997
	Iteration 19Q: 3 clusters Score -2322170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2322298.250000 Penalty: 934.421997
	Iteration 20F: 3 clusters Score -2322298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2322192.250000 Penalty: 934.421997
	Iteration 21Q: 3 clusters Score -2322192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2322141.000000 Penalty: 934.421997
	Iteration 22Q: 3 clusters Score -2322141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2322111.000000 Penalty: 934.421997
	Iteration 23Q: 3 clusters Score -2322111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2322104.750000 Penalty: 934.421997
	Iteration 24Q: 3 clusters Score -2322105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2322094.750000 Penalty: 934.421997
	Iteration 25Q: 3 clusters Score -2322095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2322104.250000 Penalty: 934.421997
	Iteration 26Q: 3 clusters Score -2322104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2322112.750000 Penalty: 934.421997
	Iteration 27Q: 3 clusters Score -2322113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2322114.000000 Penalty: 934.421997
	Iteration 28Q: 3 clusters Score -2322114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2322114.000000 Penalty: 934.421997
	Iteration 29F: 3 clusters Score -2322114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -32378.582031 Penalty: 293.063080
	Iteration 0F: 2 clusters Score -32378.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31815.179688 Penalty: 586.126160
	Iteration 0F: 3 clusters Score -31815.18 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32132.798828 Penalty: 586.126160
	Iteration 1F: 3 clusters Score -32132.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32240.960938 Penalty: 586.126160
	Iteration 2F: 3 clusters Score -32240.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32334.437500 Penalty: 586.126160
	Iteration 3F: 3 clusters Score -32334.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32388.830078 Penalty: 586.126160
	Iteration 4F: 3 clusters Score -32388.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32415.449219 Penalty: 586.126160
	Iteration 5Q: 3 clusters Score -32415.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32431.470703 Penalty: 586.126160
	Iteration 6Q: 3 clusters Score -32431.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32461.208984 Penalty: 586.126160
	Iteration 7Q: 3 clusters Score -32461.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -32477.564453 Penalty: 586.126160
	Iteration 8Q: 3 clusters Score -32477.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32487.498047 Penalty: 586.126160
	Iteration 9Q: 3 clusters Score -32487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -32494.626953 Penalty: 586.126160
	Iteration 10Q: 3 clusters Score -32494.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32501.853516 Penalty: 586.126160
	Iteration 11Q: 3 clusters Score -32501.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -32504.826172 Penalty: 586.126160
	Iteration 12Q: 3 clusters Score -32504.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32514.318359 Penalty: 586.126160
	Iteration 13Q: 3 clusters Score -32514.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32518.117188 Penalty: 586.126160
	Iteration 14Q: 3 clusters Score -32518.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32526.154297 Penalty: 586.126160
	Iteration 15Q: 3 clusters Score -32526.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -32530.357422 Penalty: 586.126160
	Iteration 16Q: 3 clusters Score -32530.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32534.273438 Penalty: 586.126160
	Iteration 17Q: 3 clusters Score -32534.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32538.960938 Penalty: 586.126160
	Iteration 18Q: 3 clusters Score -32538.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32542.333984 Penalty: 586.126160
	Iteration 19Q: 3 clusters Score -32542.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32547.830078 Penalty: 586.126160
	Iteration 20F: 3 clusters Score -32547.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -32557.109375 Penalty: 586.126160
	Iteration 21Q: 3 clusters Score -32557.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32568.380859 Penalty: 586.126160
	Iteration 22Q: 3 clusters Score -32568.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32578.048828 Penalty: 586.126160
	Iteration 23Q: 3 clusters Score -32578.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32588.386719 Penalty: 586.126160
	Iteration 24Q: 3 clusters Score -32588.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -32606.664062 Penalty: 586.126160
	Iteration 25Q: 3 clusters Score -32606.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32616.539062 Penalty: 586.126160
	Iteration 26Q: 3 clusters Score -32616.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32624.240234 Penalty: 586.126160
	Iteration 27Q: 3 clusters Score -32624.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32631.363281 Penalty: 586.126160
	Iteration 28Q: 3 clusters Score -32631.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32633.445312 Penalty: 586.126160
	Iteration 29Q: 3 clusters Score -32633.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32633.777344 Penalty: 586.126160
	Iteration 30Q: 3 clusters Score -32633.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32634.367188 Penalty: 586.126160
	Iteration 31Q: 3 clusters Score -32634.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32634.638672 Penalty: 586.126160
	Iteration 32Q: 3 clusters Score -32634.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32634.833984 Penalty: 586.126160
	Iteration 33Q: 3 clusters Score -32634.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32645.529297 Penalty: 586.126160
	Iteration 34F: 3 clusters Score -32645.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -32655.292969 Penalty: 586.126160
	Iteration 35Q: 3 clusters Score -32655.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32660.019531 Penalty: 586.126160
	Iteration 36Q: 3 clusters Score -32660.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32662.925781 Penalty: 586.126160
	Iteration 37Q: 3 clusters Score -32662.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32671.347656 Penalty: 586.126160
	Iteration 38Q: 3 clusters Score -32671.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32696.892578 Penalty: 586.126160
	Iteration 39Q: 3 clusters Score -32696.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32725.642578 Penalty: 586.126160
	Iteration 40F: 3 clusters Score -32725.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32734.181641 Penalty: 586.126160
	Iteration 41Q: 3 clusters Score -32734.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32736.699219 Penalty: 586.126160
	Iteration 42Q: 3 clusters Score -32736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32737.734375 Penalty: 586.126160
	Iteration 43Q: 3 clusters Score -32737.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32741.800781 Penalty: 586.126160
	Iteration 44Q: 3 clusters Score -32741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32754.326172 Penalty: 586.126160
	Iteration 45Q: 3 clusters Score -32754.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32757.191406 Penalty: 586.126160
	Iteration 46Q: 3 clusters Score -32757.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32759.892578 Penalty: 586.126160
	Iteration 47Q: 3 clusters Score -32759.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32764.283203 Penalty: 586.126160
	Iteration 48Q: 3 clusters Score -32764.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -32766.812500 Penalty: 586.126160
	Iteration 49Q: 3 clusters Score -32766.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -32774.132812 Penalty: 586.126160
	Iteration 50Q: 3 clusters Score -32774.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32786.859375 Penalty: 586.126160
	Iteration 51Q: 3 clusters Score -32786.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -32794.152344 Penalty: 586.126160
	Iteration 52Q: 3 clusters Score -32794.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32803.000000 Penalty: 586.126160
	Iteration 53Q: 3 clusters Score -32803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32804.960938 Penalty: 586.126160
	Iteration 54Q: 3 clusters Score -32804.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32811.488281 Penalty: 586.126160
	Iteration 55Q: 3 clusters Score -32811.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32813.992188 Penalty: 586.126160
	Iteration 56Q: 3 clusters Score -32813.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32814.722656 Penalty: 586.126160
	Iteration 57Q: 3 clusters Score -32814.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32814.722656 Penalty: 586.126160
	Iteration 58F: 3 clusters Score -32814.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Entering Unmasked Estep 
Score: -42067504.000000 Penalty: 22873.583984
Splitting cluster 7 changes total score from -42046368.000000 to -42067504.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 8 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -12837.459961 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -12837.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12588.447266 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -12588.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12743.894531 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -12743.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12790.553711 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -12790.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12820.506836 Penalty: 493.268707
	Iteration 3F: 3 clusters Score -12820.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12829.530273 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -12829.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12840.434570 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -12840.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12846.044922 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -12846.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12862.241211 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -12862.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12863.617188 Penalty: 493.268707
	Iteration 8Q: 3 clusters Score -12863.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12863.617188 Penalty: 493.268707
	Iteration 9F: 3 clusters Score -12863.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Entering Unmasked Estep 
Score: -42067184.000000 Penalty: 23475.521484
Splitting cluster 8 changes total score from -42046368.000000 to -42067184.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 9 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -146031.421875 Penalty: 346.000031
	Iteration 0F: 2 clusters Score -146031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144601.968750 Penalty: 692.000061
	Iteration 0F: 3 clusters Score -144602 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -145163.890625 Penalty: 692.000061
	Iteration 1F: 3 clusters Score -145163.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -145274.187500 Penalty: 692.000061
	Iteration 2F: 3 clusters Score -145274.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -145372.625000 Penalty: 692.000061
	Iteration 3F: 3 clusters Score -145372.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -145481.312500 Penalty: 692.000061
	Iteration 4F: 3 clusters Score -145481.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -145615.546875 Penalty: 692.000061
	Iteration 5F: 3 clusters Score -145615.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -145720.046875 Penalty: 692.000061
	Iteration 6F: 3 clusters Score -145720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -145767.687500 Penalty: 692.000061
	Iteration 7Q: 3 clusters Score -145767.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -145798.875000 Penalty: 692.000061
	Iteration 8Q: 3 clusters Score -145798.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -145815.484375 Penalty: 692.000061
	Iteration 9Q: 3 clusters Score -145815.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -145823.031250 Penalty: 692.000061
	Iteration 10Q: 3 clusters Score -145823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -145830.406250 Penalty: 692.000061
	Iteration 11Q: 3 clusters Score -145830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -145832.875000 Penalty: 692.000061
	Iteration 12Q: 3 clusters Score -145832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -145836.156250 Penalty: 692.000061
	Iteration 13Q: 3 clusters Score -145836.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -145837.812500 Penalty: 692.000061
	Iteration 14Q: 3 clusters Score -145837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -145838.359375 Penalty: 692.000061
	Iteration 15Q: 3 clusters Score -145838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -145839.015625 Penalty: 692.000061
	Iteration 16Q: 3 clusters Score -145839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -145839.250000 Penalty: 692.000061
	Iteration 17Q: 3 clusters Score -145839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -145839.343750 Penalty: 692.000061
	Iteration 18Q: 3 clusters Score -145839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -145839.937500 Penalty: 692.000061
	Iteration 19Q: 3 clusters Score -145839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -145841.156250 Penalty: 692.000061
	Iteration 20F: 3 clusters Score -145841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -145842.171875 Penalty: 692.000061
	Iteration 21Q: 3 clusters Score -145842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -145842.171875 Penalty: 692.000061
	Iteration 22F: 3 clusters Score -145842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -166012.109375 Penalty: 350.773529
	Iteration 0F: 2 clusters Score -166012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -164485.671875 Penalty: 701.547058
	Iteration 0F: 3 clusters Score -164485.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165177.031250 Penalty: 701.547058
	Iteration 1F: 3 clusters Score -165177 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165477.578125 Penalty: 701.547058
	Iteration 2F: 3 clusters Score -165477.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -165709.109375 Penalty: 701.547058
	Iteration 3F: 3 clusters Score -165709.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -165870.718750 Penalty: 701.547058
	Iteration 4F: 3 clusters Score -165870.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165988.265625 Penalty: 701.547058
	Iteration 5F: 3 clusters Score -165988.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166057.593750 Penalty: 701.547058
	Iteration 6Q: 3 clusters Score -166057.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166095.265625 Penalty: 701.547058
	Iteration 7Q: 3 clusters Score -166095.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166114.859375 Penalty: 701.547058
	Iteration 8Q: 3 clusters Score -166114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166123.765625 Penalty: 701.547058
	Iteration 9Q: 3 clusters Score -166123.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166129.343750 Penalty: 701.547058
	Iteration 10Q: 3 clusters Score -166129.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -166134.453125 Penalty: 701.547058
	Iteration 11Q: 3 clusters Score -166134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166136.390625 Penalty: 701.547058
	Iteration 12Q: 3 clusters Score -166136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166136.890625 Penalty: 701.547058
	Iteration 13Q: 3 clusters Score -166136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166137.468750 Penalty: 701.547058
	Iteration 14Q: 3 clusters Score -166137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166137.468750 Penalty: 701.547058
	Iteration 15F: 3 clusters Score -166137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Entering Unmasked Estep 
Score: -42067076.000000 Penalty: 24077.457031
Splitting cluster 10 changes total score from -42046368.000000 to -42067076.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -421471.125000 Penalty: 395.736816
	Iteration 0F: 2 clusters Score -421471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -417540.187500 Penalty: 791.473633
	Iteration 0F: 3 clusters Score -417540.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -419199.500000 Penalty: 791.473633
	Iteration 1F: 3 clusters Score -419199.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -419673.000000 Penalty: 791.473633
	Iteration 2F: 3 clusters Score -419673 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -420306.062500 Penalty: 791.473633
	Iteration 3F: 3 clusters Score -420306.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -420999.093750 Penalty: 791.473633
	Iteration 4F: 3 clusters Score -420999.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -421510.562500 Penalty: 791.473633
	Iteration 5F: 3 clusters Score -421510.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -421789.906250 Penalty: 791.473633
	Iteration 6Q: 3 clusters Score -421789.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -422033.531250 Penalty: 791.473633
	Iteration 7Q: 3 clusters Score -422033.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -422212.093750 Penalty: 791.473633
	Iteration 8Q: 3 clusters Score -422212.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -422261.468750 Penalty: 791.473633
	Iteration 9Q: 3 clusters Score -422261.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -422283.906250 Penalty: 791.473633
	Iteration 10Q: 3 clusters Score -422283.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -422293.843750 Penalty: 791.473633
	Iteration 11Q: 3 clusters Score -422293.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -422299.062500 Penalty: 791.473633
	Iteration 12Q: 3 clusters Score -422299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -422304.343750 Penalty: 791.473633
	Iteration 13Q: 3 clusters Score -422304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -422308.281250 Penalty: 791.473633
	Iteration 14Q: 3 clusters Score -422308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -422312.156250 Penalty: 791.473633
	Iteration 15Q: 3 clusters Score -422312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -422315.562500 Penalty: 791.473633
	Iteration 16Q: 3 clusters Score -422315.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -422320.875000 Penalty: 791.473633
	Iteration 17Q: 3 clusters Score -422320.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -422323.406250 Penalty: 791.473633
	Iteration 18Q: 3 clusters Score -422323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -422325.406250 Penalty: 791.473633
	Iteration 19Q: 3 clusters Score -422325.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -422326.656250 Penalty: 791.473633
	Iteration 20F: 3 clusters Score -422326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -422326.156250 Penalty: 791.473633
	Iteration 21Q: 3 clusters Score -422326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -422325.968750 Penalty: 791.473633
	Iteration 22Q: 3 clusters Score -422326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -422326.593750 Penalty: 791.473633
	Iteration 23Q: 3 clusters Score -422326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -422326.593750 Penalty: 791.473633
	Iteration 24F: 3 clusters Score -422326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Entering Unmasked Estep 
Score: -42067728.000000 Penalty: 24679.392578
Splitting cluster 11 changes total score from -42046368.000000 to -42067728.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 12 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -35623.785156 Penalty: 286.012909
	Iteration 0F: 2 clusters Score -35623.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -35118.328125 Penalty: 572.025818
	Iteration 0F: 3 clusters Score -35118.33 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35316.222656 Penalty: 572.025818
	Iteration 1F: 3 clusters Score -35316.22 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35385.945312 Penalty: 572.025818
	Iteration 2F: 3 clusters Score -35385.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35446.808594 Penalty: 572.025818
	Iteration 3F: 3 clusters Score -35446.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35492.980469 Penalty: 572.025818
	Iteration 4F: 3 clusters Score -35492.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35521.046875 Penalty: 572.025818
	Iteration 5Q: 3 clusters Score -35521.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35566.535156 Penalty: 572.025818
	Iteration 6Q: 3 clusters Score -35566.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35601.535156 Penalty: 572.025818
	Iteration 7Q: 3 clusters Score -35601.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35624.394531 Penalty: 572.025818
	Iteration 8Q: 3 clusters Score -35624.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35654.617188 Penalty: 572.025818
	Iteration 9Q: 3 clusters Score -35654.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35661.671875 Penalty: 572.025818
	Iteration 10Q: 3 clusters Score -35661.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35662.222656 Penalty: 572.025818
	Iteration 11Q: 3 clusters Score -35662.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35662.472656 Penalty: 572.025818
	Iteration 12Q: 3 clusters Score -35662.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35662.769531 Penalty: 572.025818
	Iteration 13Q: 3 clusters Score -35662.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35662.769531 Penalty: 572.025818
	Iteration 14F: 3 clusters Score -35662.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9366 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Entering Unmasked Estep 
Score: -42067420.000000 Penalty: 25281.330078
Splitting cluster 12 changes total score from -42046368.000000 to -42067420.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -241964.437500 Penalty: 368.598755
	Iteration 0F: 2 clusters Score -241964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -239688.125000 Penalty: 737.197510
	Iteration 0F: 3 clusters Score -239688.1 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -240526.125000 Penalty: 737.197510
	Iteration 1F: 3 clusters Score -240526.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -240650.203125 Penalty: 737.197510
	Iteration 2F: 3 clusters Score -240650.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -240743.000000 Penalty: 737.197510
	Iteration 3F: 3 clusters Score -240743 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -240807.125000 Penalty: 737.197510
	Iteration 4Q: 3 clusters Score -240807.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -240873.109375 Penalty: 737.197510
	Iteration 5Q: 3 clusters Score -240873.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -240972.390625 Penalty: 737.197510
	Iteration 6Q: 3 clusters Score -240972.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -241065.250000 Penalty: 737.197510
	Iteration 7Q: 3 clusters Score -241065.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -241128.843750 Penalty: 737.197510
	Iteration 8Q: 3 clusters Score -241128.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -241163.093750 Penalty: 737.197510
	Iteration 9Q: 3 clusters Score -241163.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -241187.015625 Penalty: 737.197510
	Iteration 10Q: 3 clusters Score -241187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -241204.000000 Penalty: 737.197510
	Iteration 11Q: 3 clusters Score -241204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -241218.406250 Penalty: 737.197510
	Iteration 12Q: 3 clusters Score -241218.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -241226.859375 Penalty: 737.197510
	Iteration 13Q: 3 clusters Score -241226.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -241233.437500 Penalty: 737.197510
	Iteration 14Q: 3 clusters Score -241233.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -241240.250000 Penalty: 737.197510
	Iteration 15Q: 3 clusters Score -241240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -241247.859375 Penalty: 737.197510
	Iteration 16Q: 3 clusters Score -241247.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -241254.578125 Penalty: 737.197510
	Iteration 17Q: 3 clusters Score -241254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -241260.250000 Penalty: 737.197510
	Iteration 18Q: 3 clusters Score -241260.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -241268.156250 Penalty: 737.197510
	Iteration 19Q: 3 clusters Score -241268.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -241276.359375 Penalty: 737.197510
	Iteration 20F: 3 clusters Score -241276.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -241286.984375 Penalty: 737.197510
	Iteration 21Q: 3 clusters Score -241287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -241293.734375 Penalty: 737.197510
	Iteration 22Q: 3 clusters Score -241293.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -241300.859375 Penalty: 737.197510
	Iteration 23Q: 3 clusters Score -241300.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -241306.015625 Penalty: 737.197510
	Iteration 24Q: 3 clusters Score -241306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -241309.546875 Penalty: 737.197510
	Iteration 25Q: 3 clusters Score -241309.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -241313.093750 Penalty: 737.197510
	Iteration 26Q: 3 clusters Score -241313.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -241317.156250 Penalty: 737.197510
	Iteration 27Q: 3 clusters Score -241317.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -241321.687500 Penalty: 737.197510
	Iteration 28Q: 3 clusters Score -241321.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -241329.406250 Penalty: 737.197510
	Iteration 29Q: 3 clusters Score -241329.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -241334.718750 Penalty: 737.197510
	Iteration 30Q: 3 clusters Score -241334.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -241338.390625 Penalty: 737.197510
	Iteration 31Q: 3 clusters Score -241338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -241341.250000 Penalty: 737.197510
	Iteration 32Q: 3 clusters Score -241341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -241344.203125 Penalty: 737.197510
	Iteration 33Q: 3 clusters Score -241344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -241347.453125 Penalty: 737.197510
	Iteration 34Q: 3 clusters Score -241347.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -241350.343750 Penalty: 737.197510
	Iteration 35Q: 3 clusters Score -241350.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -241352.281250 Penalty: 737.197510
	Iteration 36Q: 3 clusters Score -241352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -241355.234375 Penalty: 737.197510
	Iteration 37Q: 3 clusters Score -241355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -241358.921875 Penalty: 737.197510
	Iteration 38Q: 3 clusters Score -241358.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -241363.031250 Penalty: 737.197510
	Iteration 39Q: 3 clusters Score -241363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -241366.296875 Penalty: 737.197510
	Iteration 40F: 3 clusters Score -241366.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -241370.500000 Penalty: 737.197510
	Iteration 41Q: 3 clusters Score -241370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -241377.875000 Penalty: 737.197510
	Iteration 42Q: 3 clusters Score -241377.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -241387.531250 Penalty: 737.197510
	Iteration 43Q: 3 clusters Score -241387.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -241397.218750 Penalty: 737.197510
	Iteration 44Q: 3 clusters Score -241397.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -241407.312500 Penalty: 737.197510
	Iteration 45Q: 3 clusters Score -241407.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -241418.031250 Penalty: 737.197510
	Iteration 46Q: 3 clusters Score -241418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -241427.718750 Penalty: 737.197510
	Iteration 47Q: 3 clusters Score -241427.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -241433.843750 Penalty: 737.197510
	Iteration 48Q: 3 clusters Score -241433.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -241438.296875 Penalty: 737.197510
	Iteration 49Q: 3 clusters Score -241438.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -241440.109375 Penalty: 737.197510
	Iteration 50Q: 3 clusters Score -241440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -241440.703125 Penalty: 737.197510
	Iteration 51Q: 3 clusters Score -241440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -241441.093750 Penalty: 737.197510
	Iteration 52Q: 3 clusters Score -241441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -241441.000000 Penalty: 737.197510
	Iteration 53Q: 3 clusters Score -241441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -241441.000000 Penalty: 737.197510
	Iteration 54F: 3 clusters Score -241441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -718967.812500 Penalty: 416.090271
	Iteration 0F: 2 clusters Score -718967.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -712720.312500 Penalty: 832.180542
	Iteration 0F: 3 clusters Score -712720.3 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -715313.125000 Penalty: 832.180542
	Iteration 1F: 3 clusters Score -715313.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -715969.000000 Penalty: 832.180542
	Iteration 2F: 3 clusters Score -715969 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -716889.437500 Penalty: 832.180542
	Iteration 3F: 3 clusters Score -716889.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -717734.562500 Penalty: 832.180542
	Iteration 4F: 3 clusters Score -717734.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -718283.187500 Penalty: 832.180542
	Iteration 5F: 3 clusters Score -718283.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -718546.937500 Penalty: 832.180542
	Iteration 6Q: 3 clusters Score -718546.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -718662.687500 Penalty: 832.180542
	Iteration 7Q: 3 clusters Score -718662.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -718730.812500 Penalty: 832.180542
	Iteration 8Q: 3 clusters Score -718730.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -718786.250000 Penalty: 832.180542
	Iteration 9Q: 3 clusters Score -718786.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -718828.500000 Penalty: 832.180542
	Iteration 10Q: 3 clusters Score -718828.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -718862.312500 Penalty: 832.180542
	Iteration 11Q: 3 clusters Score -718862.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -718890.000000 Penalty: 832.180542
	Iteration 12Q: 3 clusters Score -718890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -718909.562500 Penalty: 832.180542
	Iteration 13Q: 3 clusters Score -718909.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -718920.437500 Penalty: 832.180542
	Iteration 14Q: 3 clusters Score -718920.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -718932.687500 Penalty: 832.180542
	Iteration 15Q: 3 clusters Score -718932.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -718940.937500 Penalty: 832.180542
	Iteration 16Q: 3 clusters Score -718940.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -718956.062500 Penalty: 832.180542
	Iteration 17Q: 3 clusters Score -718956.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -718969.937500 Penalty: 832.180542
	Iteration 18Q: 3 clusters Score -718969.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -718974.375000 Penalty: 832.180542
	Iteration 19Q: 3 clusters Score -718974.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -718982.187500 Penalty: 832.180542
	Iteration 20F: 3 clusters Score -718982.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -718990.812500 Penalty: 832.180542
	Iteration 21Q: 3 clusters Score -718990.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -719000.000000 Penalty: 832.180542
	Iteration 22Q: 3 clusters Score -719000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -719012.687500 Penalty: 832.180542
	Iteration 23Q: 3 clusters Score -719012.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -719032.937500 Penalty: 832.180542
	Iteration 24Q: 3 clusters Score -719032.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -719059.937500 Penalty: 832.180542
	Iteration 25Q: 3 clusters Score -719059.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -719094.437500 Penalty: 832.180542
	Iteration 26Q: 3 clusters Score -719094.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -719124.312500 Penalty: 832.180542
	Iteration 27Q: 3 clusters Score -719124.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -719145.000000 Penalty: 832.180542
	Iteration 28Q: 3 clusters Score -719145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -719155.250000 Penalty: 832.180542
	Iteration 29Q: 3 clusters Score -719155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -719161.187500 Penalty: 832.180542
	Iteration 30Q: 3 clusters Score -719161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -719161.375000 Penalty: 832.180542
	Iteration 31Q: 3 clusters Score -719161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -719164.687500 Penalty: 832.180542
	Iteration 32Q: 3 clusters Score -719164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -719166.000000 Penalty: 832.180542
	Iteration 33Q: 3 clusters Score -719166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -719165.687500 Penalty: 832.180542
	Iteration 34Q: 3 clusters Score -719165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -719165.687500 Penalty: 832.180542
	Iteration 35F: 3 clusters Score -719165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 47383 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Entering Unmasked Estep 
Score: -42067484.000000 Penalty: 25883.265625
Splitting cluster 14 changes total score from -42046368.000000 to -42067484.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 15 (47383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Entering Unmasked Estep 
Score: -3810824.250000 Penalty: 489.853851
	Iteration 0F: 2 clusters Score -3810824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3788272.250000 Penalty: 979.707703
	Iteration 0F: 3 clusters Score -3788272 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3802269.000000 Penalty: 979.707703
	Iteration 1F: 3 clusters Score -3802269 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3803657.250000 Penalty: 979.707703
	Iteration 2F: 3 clusters Score -3803657 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3805711.750000 Penalty: 979.707703
	Iteration 3F: 3 clusters Score -3805712 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3807802.500000 Penalty: 979.707703
	Iteration 4F: 3 clusters Score -3807802 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3808697.000000 Penalty: 979.707703
	Iteration 5F: 3 clusters Score -3808697 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3808979.250000 Penalty: 979.707703
	Iteration 6F: 3 clusters Score -3808979 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -3809312.000000 Penalty: 979.707703
	Iteration 7F: 3 clusters Score -3809312 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -3809154.250000 Penalty: 979.707703
	Iteration 8F: 3 clusters Score -3809154 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -3808947.000000 Penalty: 979.707703
	Iteration 9Q: 3 clusters Score -3808947 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -3808808.500000 Penalty: 979.707703
	Iteration 10Q: 3 clusters Score -3808808 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -3808729.750000 Penalty: 979.707703
	Iteration 11Q: 3 clusters Score -3808730 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -3808733.500000 Penalty: 979.707703
	Iteration 12Q: 3 clusters Score -3808734 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -3808832.250000 Penalty: 979.707703
	Iteration 13Q: 3 clusters Score -3808832 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -3809016.500000 Penalty: 979.707703
	Iteration 14Q: 3 clusters Score -3809016 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -3809194.500000 Penalty: 979.707703
	Iteration 15Q: 3 clusters Score -3809194 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -3809403.000000 Penalty: 979.707703
	Iteration 16Q: 3 clusters Score -3809403 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -3809657.500000 Penalty: 979.707703
	Iteration 17Q: 3 clusters Score -3809658 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3809915.000000 Penalty: 979.707703
	Iteration 18Q: 3 clusters Score -3809915 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -3810129.250000 Penalty: 979.707703
	Iteration 19Q: 3 clusters Score -3810129 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -3810575.750000 Penalty: 979.707703
	Iteration 20F: 3 clusters Score -3810576 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -3810986.750000 Penalty: 979.707703
	Iteration 21Q: 3 clusters Score -3810987 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -3811314.250000 Penalty: 979.707703
	Iteration 22Q: 3 clusters Score -3811314 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3811659.000000 Penalty: 979.707703
	Iteration 23Q: 3 clusters Score -3811659 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -3811884.250000 Penalty: 979.707703
	Iteration 24Q: 3 clusters Score -3811884 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -3812036.500000 Penalty: 979.707703
	Iteration 25Q: 3 clusters Score -3812036 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3812198.250000 Penalty: 979.707703
	Iteration 26Q: 3 clusters Score -3812198 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3812438.000000 Penalty: 979.707703
	Iteration 27Q: 3 clusters Score -3812438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3812666.250000 Penalty: 979.707703
	Iteration 28Q: 3 clusters Score -3812666 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3812847.500000 Penalty: 979.707703
	Iteration 29Q: 3 clusters Score -3812848 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3812994.250000 Penalty: 979.707703
	Iteration 30Q: 3 clusters Score -3812994 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3813084.750000 Penalty: 979.707703
	Iteration 31Q: 3 clusters Score -3813085 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3813173.750000 Penalty: 979.707703
	Iteration 32Q: 3 clusters Score -3813174 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -3813249.000000 Penalty: 979.707703
	Iteration 33Q: 3 clusters Score -3813249 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3813284.750000 Penalty: 979.707703
	Iteration 34Q: 3 clusters Score -3813285 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -3813331.500000 Penalty: 979.707703
	Iteration 35Q: 3 clusters Score -3813332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -3813374.250000 Penalty: 979.707703
	Iteration 36Q: 3 clusters Score -3813374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3813403.000000 Penalty: 979.707703
	Iteration 37Q: 3 clusters Score -3813403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3813415.500000 Penalty: 979.707703
	Iteration 38Q: 3 clusters Score -3813416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3813413.250000 Penalty: 979.707703
	Iteration 39Q: 3 clusters Score -3813413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3813434.000000 Penalty: 979.707703
	Iteration 40F: 3 clusters Score -3813434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3813427.750000 Penalty: 979.707703
	Iteration 41Q: 3 clusters Score -3813428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3813423.000000 Penalty: 979.707703
	Iteration 42Q: 3 clusters Score -3813423 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -3813431.250000 Penalty: 979.707703
	Iteration 43Q: 3 clusters Score -3813431 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3813469.750000 Penalty: 979.707703
	Iteration 44Q: 3 clusters Score -3813470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3813497.750000 Penalty: 979.707703
	Iteration 45Q: 3 clusters Score -3813498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3813514.500000 Penalty: 979.707703
	Iteration 46Q: 3 clusters Score -3813514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -3813530.500000 Penalty: 979.707703
	Iteration 47Q: 3 clusters Score -3813530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3813537.000000 Penalty: 979.707703
	Iteration 48Q: 3 clusters Score -3813537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3813561.000000 Penalty: 979.707703
	Iteration 49Q: 3 clusters Score -3813561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3813575.500000 Penalty: 979.707703
	Iteration 50Q: 3 clusters Score -3813576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3813588.000000 Penalty: 979.707703
	Iteration 51Q: 3 clusters Score -3813588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3813610.000000 Penalty: 979.707703
	Iteration 52Q: 3 clusters Score -3813610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3813620.500000 Penalty: 979.707703
	Iteration 53Q: 3 clusters Score -3813620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3813643.250000 Penalty: 979.707703
	Iteration 54Q: 3 clusters Score -3813643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3813660.750000 Penalty: 979.707703
	Iteration 55Q: 3 clusters Score -3813661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3813678.000000 Penalty: 979.707703
	Iteration 56Q: 3 clusters Score -3813678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3813706.250000 Penalty: 979.707703
	Iteration 57Q: 3 clusters Score -3813706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3813723.250000 Penalty: 979.707703
	Iteration 58Q: 3 clusters Score -3813723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3813741.250000 Penalty: 979.707703
	Iteration 59Q: 3 clusters Score -3813741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3813756.750000 Penalty: 979.707703
	Iteration 60F: 3 clusters Score -3813757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -3813770.500000 Penalty: 979.707703
	Iteration 61Q: 3 clusters Score -3813770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3813773.250000 Penalty: 979.707703
	Iteration 62Q: 3 clusters Score -3813773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3813778.250000 Penalty: 979.707703
	Iteration 63Q: 3 clusters Score -3813778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3813776.000000 Penalty: 979.707703
	Iteration 64Q: 3 clusters Score -3813776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3813786.000000 Penalty: 979.707703
	Iteration 65Q: 3 clusters Score -3813786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3813789.250000 Penalty: 979.707703
	Iteration 66Q: 3 clusters Score -3813789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3813792.750000 Penalty: 979.707703
	Iteration 67Q: 3 clusters Score -3813793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3813795.500000 Penalty: 979.707703
	Iteration 68Q: 3 clusters Score -3813796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3813792.250000 Penalty: 979.707703
	Iteration 69Q: 3 clusters Score -3813792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3813791.000000 Penalty: 979.707703
	Iteration 70Q: 3 clusters Score -3813791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3813792.500000 Penalty: 979.707703
	Iteration 71Q: 3 clusters Score -3813792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -3813803.500000 Penalty: 979.707703
	Iteration 72Q: 3 clusters Score -3813804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -3813802.000000 Penalty: 979.707703
	Iteration 73Q: 3 clusters Score -3813802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3813797.250000 Penalty: 979.707703
	Iteration 74Q: 3 clusters Score -3813797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3813798.500000 Penalty: 979.707703
	Iteration 75Q: 3 clusters Score -3813798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3813798.250000 Penalty: 979.707703
	Iteration 76Q: 3 clusters Score -3813798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3813801.250000 Penalty: 979.707703
	Iteration 77Q: 3 clusters Score -3813801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -3813801.500000 Penalty: 979.707703
	Iteration 78Q: 3 clusters Score -3813802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3813798.000000 Penalty: 979.707703
	Iteration 79Q: 3 clusters Score -3813798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3813807.000000 Penalty: 979.707703
	Iteration 80F: 3 clusters Score -3813807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3813811.250000 Penalty: 979.707703
	Iteration 81Q: 3 clusters Score -3813811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -3813814.500000 Penalty: 979.707703
	Iteration 82Q: 3 clusters Score -3813814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -3813819.000000 Penalty: 979.707703
	Iteration 83Q: 3 clusters Score -3813819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3813820.750000 Penalty: 979.707703
	Iteration 84Q: 3 clusters Score -3813821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3813829.500000 Penalty: 979.707703
	Iteration 85Q: 3 clusters Score -3813830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3813829.000000 Penalty: 979.707703
	Iteration 86Q: 3 clusters Score -3813829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3813840.750000 Penalty: 979.707703
	Iteration 87Q: 3 clusters Score -3813841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3813834.750000 Penalty: 979.707703
	Iteration 88Q: 3 clusters Score -3813835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -3813839.000000 Penalty: 979.707703
	Iteration 89Q: 3 clusters Score -3813839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -3813845.500000 Penalty: 979.707703
	Iteration 90Q: 3 clusters Score -3813846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -3813848.500000 Penalty: 979.707703
	Iteration 91Q: 3 clusters Score -3813848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3813862.500000 Penalty: 979.707703
	Iteration 92Q: 3 clusters Score -3813862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3813862.250000 Penalty: 979.707703
	Iteration 93Q: 3 clusters Score -3813862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3813870.250000 Penalty: 979.707703
	Iteration 94Q: 3 clusters Score -3813870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3813879.250000 Penalty: 979.707703
	Iteration 95Q: 3 clusters Score -3813879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3813878.250000 Penalty: 979.707703
	Iteration 96Q: 3 clusters Score -3813878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3813880.250000 Penalty: 979.707703
	Iteration 97Q: 3 clusters Score -3813880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3813883.500000 Penalty: 979.707703
	Iteration 98Q: 3 clusters Score -3813884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3813882.750000 Penalty: 979.707703
	Iteration 99Q: 3 clusters Score -3813883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3813892.250000 Penalty: 979.707703
	Iteration 100F: 3 clusters Score -3813892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3813887.750000 Penalty: 979.707703
	Iteration 101Q: 3 clusters Score -3813888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3813897.500000 Penalty: 979.707703
	Iteration 102Q: 3 clusters Score -3813898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3813900.500000 Penalty: 979.707703
	Iteration 103Q: 3 clusters Score -3813900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3813901.250000 Penalty: 979.707703
	Iteration 104Q: 3 clusters Score -3813901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3813905.250000 Penalty: 979.707703
	Iteration 105Q: 3 clusters Score -3813905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3813910.750000 Penalty: 979.707703
	Iteration 106Q: 3 clusters Score -3813911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3813907.500000 Penalty: 979.707703
	Iteration 107Q: 3 clusters Score -3813908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3813910.500000 Penalty: 979.707703
	Iteration 108Q: 3 clusters Score -3813910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3813903.750000 Penalty: 979.707703
	Iteration 109Q: 3 clusters Score -3813904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3813905.500000 Penalty: 979.707703
	Iteration 110Q: 3 clusters Score -3813906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3813903.500000 Penalty: 979.707703
	Iteration 111Q: 3 clusters Score -3813904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3813910.750000 Penalty: 979.707703
	Iteration 112Q: 3 clusters Score -3813911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3813914.250000 Penalty: 979.707703
	Iteration 113Q: 3 clusters Score -3813914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3813916.500000 Penalty: 979.707703
	Iteration 114Q: 3 clusters Score -3813916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3813921.250000 Penalty: 979.707703
	Iteration 115Q: 3 clusters Score -3813921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3813918.250000 Penalty: 979.707703
	Iteration 116Q: 3 clusters Score -3813918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3813914.750000 Penalty: 979.707703
	Iteration 117Q: 3 clusters Score -3813915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3813913.500000 Penalty: 979.707703
	Iteration 118Q: 3 clusters Score -3813914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3813918.500000 Penalty: 979.707703
	Iteration 119Q: 3 clusters Score -3813918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3813916.500000 Penalty: 979.707703
	Iteration 120F: 3 clusters Score -3813916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 979.707703
	Iteration 121Q: 3 clusters Score -3813914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 979.707703
	Iteration 122F: 3 clusters Score -3813914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Entering Unmasked Estep 
Score: -42070552.000000 Penalty: 26485.203125
Splitting cluster 15 changes total score from -42046368.000000 to -42070552.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (6316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Entering Unmasked Estep 
Score: -485546.406250 Penalty: 398.163269
	Iteration 0F: 2 clusters Score -485546.4 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 3144 members 
Entering Unmasked Estep 
Score: -481302.250000 Penalty: 796.326538
	Iteration 0F: 3 clusters Score -481302.2 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -483227.250000 Penalty: 796.326538
	Iteration 1F: 3 clusters Score -483227.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -484026.062500 Penalty: 796.326538
	Iteration 2F: 3 clusters Score -484026.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -485014.281250 Penalty: 796.326538
	Iteration 3F: 3 clusters Score -485014.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -485753.281250 Penalty: 796.326538
	Iteration 4F: 3 clusters Score -485753.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -486241.250000 Penalty: 796.326538
	Iteration 5F: 3 clusters Score -486241.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -486487.593750 Penalty: 796.326538
	Iteration 6Q: 3 clusters Score -486487.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -486588.250000 Penalty: 796.326538
	Iteration 7Q: 3 clusters Score -486588.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -486643.375000 Penalty: 796.326538
	Iteration 8Q: 3 clusters Score -486643.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -486684.531250 Penalty: 796.326538
	Iteration 9Q: 3 clusters Score -486684.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -486728.875000 Penalty: 796.326538
	Iteration 10Q: 3 clusters Score -486728.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -486765.531250 Penalty: 796.326538
	Iteration 11Q: 3 clusters Score -486765.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -486799.781250 Penalty: 796.326538
	Iteration 12Q: 3 clusters Score -486799.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486823.500000 Penalty: 796.326538
	Iteration 13Q: 3 clusters Score -486823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -486841.031250 Penalty: 796.326538
	Iteration 14Q: 3 clusters Score -486841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -486855.968750 Penalty: 796.326538
	Iteration 15Q: 3 clusters Score -486856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -486872.218750 Penalty: 796.326538
	Iteration 16Q: 3 clusters Score -486872.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -486888.531250 Penalty: 796.326538
	Iteration 17Q: 3 clusters Score -486888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -486900.750000 Penalty: 796.326538
	Iteration 18Q: 3 clusters Score -486900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -486904.843750 Penalty: 796.326538
	Iteration 19Q: 3 clusters Score -486904.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -486910.531250 Penalty: 796.326538
	Iteration 20F: 3 clusters Score -486910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -486918.406250 Penalty: 796.326538
	Iteration 21Q: 3 clusters Score -486918.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -486926.625000 Penalty: 796.326538
	Iteration 22Q: 3 clusters Score -486926.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -486931.906250 Penalty: 796.326538
	Iteration 23Q: 3 clusters Score -486931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -486935.031250 Penalty: 796.326538
	Iteration 24Q: 3 clusters Score -486935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -486937.750000 Penalty: 796.326538
	Iteration 25Q: 3 clusters Score -486937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -486939.093750 Penalty: 796.326538
	Iteration 26Q: 3 clusters Score -486939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -486941.312500 Penalty: 796.326538
	Iteration 27Q: 3 clusters Score -486941.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -486942.250000 Penalty: 796.326538
	Iteration 28Q: 3 clusters Score -486942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -486944.281250 Penalty: 796.326538
	Iteration 29Q: 3 clusters Score -486944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -486944.281250 Penalty: 796.326538
	Iteration 30Q: 3 clusters Score -486944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -486945.687500 Penalty: 796.326538
	Iteration 31Q: 3 clusters Score -486945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -486947.125000 Penalty: 796.326538
	Iteration 32Q: 3 clusters Score -486947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -486947.656250 Penalty: 796.326538
	Iteration 33Q: 3 clusters Score -486947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -486947.718750 Penalty: 796.326538
	Iteration 34Q: 3 clusters Score -486947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -486947.718750 Penalty: 796.326538
	Iteration 35F: 3 clusters Score -486947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Entering Unmasked Estep 
Score: -42071608.000000 Penalty: 27087.138672
Splitting cluster 16 changes total score from -42046368.000000 to -42071608.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 17 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -24114.564453 Penalty: 291.513031
	Iteration 0F: 2 clusters Score -24114.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23580.626953 Penalty: 583.026062
	Iteration 0F: 3 clusters Score -23580.63 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23871.283203 Penalty: 583.026062
	Iteration 1F: 3 clusters Score -23871.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23965.564453 Penalty: 583.026062
	Iteration 2F: 3 clusters Score -23965.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24014.333984 Penalty: 583.026062
	Iteration 3F: 3 clusters Score -24014.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24051.492188 Penalty: 583.026062
	Iteration 4Q: 3 clusters Score -24051.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24075.421875 Penalty: 583.026062
	Iteration 5Q: 3 clusters Score -24075.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24100.898438 Penalty: 583.026062
	Iteration 6Q: 3 clusters Score -24100.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -24132.429688 Penalty: 583.026062
	Iteration 7Q: 3 clusters Score -24132.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -24138.589844 Penalty: 583.026062
	Iteration 8Q: 3 clusters Score -24138.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24145.380859 Penalty: 583.026062
	Iteration 9Q: 3 clusters Score -24145.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24149.810547 Penalty: 583.026062
	Iteration 10Q: 3 clusters Score -24149.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -24153.023438 Penalty: 583.026062
	Iteration 11Q: 3 clusters Score -24153.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24157.835938 Penalty: 583.026062
	Iteration 12Q: 3 clusters Score -24157.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24163.058594 Penalty: 583.026062
	Iteration 13Q: 3 clusters Score -24163.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24168.140625 Penalty: 583.026062
	Iteration 14Q: 3 clusters Score -24168.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24173.640625 Penalty: 583.026062
	Iteration 15Q: 3 clusters Score -24173.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24178.626953 Penalty: 583.026062
	Iteration 16Q: 3 clusters Score -24178.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24181.605469 Penalty: 583.026062
	Iteration 17Q: 3 clusters Score -24181.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24184.185547 Penalty: 583.026062
	Iteration 18Q: 3 clusters Score -24184.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24185.537109 Penalty: 583.026062
	Iteration 19Q: 3 clusters Score -24185.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24186.363281 Penalty: 583.026062
	Iteration 20F: 3 clusters Score -24186.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Entering Unmasked Estep 
Score: -42071400.000000 Penalty: 27689.076172
Splitting cluster 17 changes total score from -42046368.000000 to -42071400.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 18 (50495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Entering Unmasked Estep 
Score: -3922834.750000 Penalty: 492.748169
	Iteration 0F: 2 clusters Score -3922835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3894500.500000 Penalty: 985.496338
	Iteration 0F: 3 clusters Score -3894500 nChanged 24369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3909044.250000 Penalty: 985.496338
	Iteration 1F: 3 clusters Score -3909044 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3910260.250000 Penalty: 985.496338
	Iteration 2F: 3 clusters Score -3910260 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3911946.500000 Penalty: 985.496338
	Iteration 3F: 3 clusters Score -3911946 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3914047.000000 Penalty: 985.496338
	Iteration 4F: 3 clusters Score -3914047 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3916470.000000 Penalty: 985.496338
	Iteration 5F: 3 clusters Score -3916470 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3918507.750000 Penalty: 985.496338
	Iteration 6F: 3 clusters Score -3918508 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3919549.500000 Penalty: 985.496338
	Iteration 7Q: 3 clusters Score -3919550 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3919981.250000 Penalty: 985.496338
	Iteration 8Q: 3 clusters Score -3919981 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3920148.250000 Penalty: 985.496338
	Iteration 9Q: 3 clusters Score -3920148 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3920334.750000 Penalty: 985.496338
	Iteration 10Q: 3 clusters Score -3920335 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3920508.000000 Penalty: 985.496338
	Iteration 11Q: 3 clusters Score -3920508 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -3920668.500000 Penalty: 985.496338
	Iteration 12Q: 3 clusters Score -3920668 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3920820.750000 Penalty: 985.496338
	Iteration 13Q: 3 clusters Score -3920821 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3921043.250000 Penalty: 985.496338
	Iteration 14Q: 3 clusters Score -3921043 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3921251.750000 Penalty: 985.496338
	Iteration 15Q: 3 clusters Score -3921252 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3921450.750000 Penalty: 985.496338
	Iteration 16Q: 3 clusters Score -3921451 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -3921698.500000 Penalty: 985.496338
	Iteration 17Q: 3 clusters Score -3921698 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3921954.500000 Penalty: 985.496338
	Iteration 18Q: 3 clusters Score -3921954 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -3922267.000000 Penalty: 985.496338
	Iteration 19Q: 3 clusters Score -3922267 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3922565.750000 Penalty: 985.496338
	Iteration 20F: 3 clusters Score -3922566 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -3922911.750000 Penalty: 985.496338
	Iteration 21Q: 3 clusters Score -3922912 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -3923189.750000 Penalty: 985.496338
	Iteration 22Q: 3 clusters Score -3923190 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -3923531.750000 Penalty: 985.496338
	Iteration 23Q: 3 clusters Score -3923532 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -3923782.250000 Penalty: 985.496338
	Iteration 24Q: 3 clusters Score -3923782 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -3924031.750000 Penalty: 985.496338
	Iteration 25Q: 3 clusters Score -3924032 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -3924287.250000 Penalty: 985.496338
	Iteration 26Q: 3 clusters Score -3924287 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -3924507.250000 Penalty: 985.496338
	Iteration 27Q: 3 clusters Score -3924507 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -3924605.500000 Penalty: 985.496338
	Iteration 28Q: 3 clusters Score -3924606 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -3924697.000000 Penalty: 985.496338
	Iteration 29Q: 3 clusters Score -3924697 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -3924656.250000 Penalty: 985.496338
	Iteration 30Q: 3 clusters Score -3924656 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -3924091.750000 Penalty: 985.496338
	Iteration 31Q: 3 clusters Score -3924092 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -3924073.000000 Penalty: 985.496338
	Iteration 32Q: 3 clusters Score -3924073 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -3923826.750000 Penalty: 985.496338
	Iteration 33Q: 3 clusters Score -3923827 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -3923658.500000 Penalty: 985.496338
	Iteration 34Q: 3 clusters Score -3923658 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -3923409.500000 Penalty: 985.496338
	Iteration 35Q: 3 clusters Score -3923410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -3923236.250000 Penalty: 985.496338
	Iteration 36Q: 3 clusters Score -3923236 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -3923081.500000 Penalty: 985.496338
	Iteration 37Q: 3 clusters Score -3923082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -3922978.250000 Penalty: 985.496338
	Iteration 38Q: 3 clusters Score -3922978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -3922903.750000 Penalty: 985.496338
	Iteration 39Q: 3 clusters Score -3922904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -3922998.250000 Penalty: 985.496338
	Iteration 40F: 3 clusters Score -3922998 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -3922677.000000 Penalty: 985.496338
	Iteration 41Q: 3 clusters Score -3922677 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -3922587.000000 Penalty: 985.496338
	Iteration 42Q: 3 clusters Score -3922587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -3922531.000000 Penalty: 985.496338
	Iteration 43Q: 3 clusters Score -3922531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -3922477.000000 Penalty: 985.496338
	Iteration 44Q: 3 clusters Score -3922477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -3922478.500000 Penalty: 985.496338
	Iteration 45Q: 3 clusters Score -3922478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -3922483.750000 Penalty: 985.496338
	Iteration 46Q: 3 clusters Score -3922484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -3922473.750000 Penalty: 985.496338
	Iteration 47Q: 3 clusters Score -3922474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -3922488.250000 Penalty: 985.496338
	Iteration 48Q: 3 clusters Score -3922488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -3922485.250000 Penalty: 985.496338
	Iteration 49Q: 3 clusters Score -3922485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -3922491.000000 Penalty: 985.496338
	Iteration 50Q: 3 clusters Score -3922491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -3922490.500000 Penalty: 985.496338
	Iteration 51Q: 3 clusters Score -3922490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -3922493.750000 Penalty: 985.496338
	Iteration 52Q: 3 clusters Score -3922494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -3922501.500000 Penalty: 985.496338
	Iteration 53Q: 3 clusters Score -3922502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -3922501.500000 Penalty: 985.496338
	Iteration 54F: 3 clusters Score -3922502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -236762.343750 Penalty: 367.959656
	Iteration 0F: 2 clusters Score -236762.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -234505.203125 Penalty: 735.919312
	Iteration 0F: 3 clusters Score -234505.2 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -235362.281250 Penalty: 735.919312
	Iteration 1F: 3 clusters Score -235362.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -235511.531250 Penalty: 735.919312
	Iteration 2F: 3 clusters Score -235511.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235645.625000 Penalty: 735.919312
	Iteration 3F: 3 clusters Score -235645.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -235786.421875 Penalty: 735.919312
	Iteration 4F: 3 clusters Score -235786.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -235912.437500 Penalty: 735.919312
	Iteration 5F: 3 clusters Score -235912.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -236026.765625 Penalty: 735.919312
	Iteration 6Q: 3 clusters Score -236026.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -236134.062500 Penalty: 735.919312
	Iteration 7Q: 3 clusters Score -236134.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -236231.281250 Penalty: 735.919312
	Iteration 8Q: 3 clusters Score -236231.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -236304.593750 Penalty: 735.919312
	Iteration 9Q: 3 clusters Score -236304.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -236354.125000 Penalty: 735.919312
	Iteration 10Q: 3 clusters Score -236354.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -236389.421875 Penalty: 735.919312
	Iteration 11Q: 3 clusters Score -236389.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -236411.203125 Penalty: 735.919312
	Iteration 12Q: 3 clusters Score -236411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -236425.000000 Penalty: 735.919312
	Iteration 13Q: 3 clusters Score -236425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -236432.453125 Penalty: 735.919312
	Iteration 14Q: 3 clusters Score -236432.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -236435.843750 Penalty: 735.919312
	Iteration 15Q: 3 clusters Score -236435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -236436.765625 Penalty: 735.919312
	Iteration 16Q: 3 clusters Score -236436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -236442.984375 Penalty: 735.919312
	Iteration 17Q: 3 clusters Score -236443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -236448.984375 Penalty: 735.919312
	Iteration 18Q: 3 clusters Score -236449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -236452.328125 Penalty: 735.919312
	Iteration 19Q: 3 clusters Score -236452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -236453.468750 Penalty: 735.919312
	Iteration 20F: 3 clusters Score -236453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -236453.781250 Penalty: 735.919312
	Iteration 21Q: 3 clusters Score -236453.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -236458.375000 Penalty: 735.919312
	Iteration 22Q: 3 clusters Score -236458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -236459.734375 Penalty: 735.919312
	Iteration 23Q: 3 clusters Score -236459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -236459.734375 Penalty: 735.919312
	Iteration 24F: 3 clusters Score -236459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -10921.563477 Penalty: 282.764679
	Iteration 0F: 2 clusters Score -10921.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10504.943359 Penalty: 565.529358
	Iteration 0F: 3 clusters Score -10504.94 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10884.814453 Penalty: 565.529358
	Iteration 1F: 3 clusters Score -10884.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10967.787109 Penalty: 565.529358
	Iteration 2F: 3 clusters Score -10967.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11014.768555 Penalty: 565.529358
	Iteration 3Q: 3 clusters Score -11014.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11046.321289 Penalty: 565.529358
	Iteration 4Q: 3 clusters Score -11046.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11057.297852 Penalty: 565.529358
	Iteration 5Q: 3 clusters Score -11057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11061.855469 Penalty: 565.529358
	Iteration 6Q: 3 clusters Score -11061.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11074.720703 Penalty: 565.529358
	Iteration 7Q: 3 clusters Score -11074.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11084.009766 Penalty: 565.529358
	Iteration 8Q: 3 clusters Score -11084.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11084.752930 Penalty: 565.529358
	Iteration 9Q: 3 clusters Score -11084.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11084.752930 Penalty: 565.529358
	Iteration 10F: 3 clusters Score -11084.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 1433 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Entering Unmasked Estep 
Score: -42071164.000000 Penalty: 28291.011719
Splitting cluster 20 changes total score from -42046368.000000 to -42071164.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 21 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -95385.390625 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -95385.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -94297.367188 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -94297.37 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -94700.164062 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -94700.16 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -94834.070312 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -94834.07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94929.007812 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -94929.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -95020.335938 Penalty: 661.344849
	Iteration 4F: 3 clusters Score -95020.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -95114.992188 Penalty: 661.344849
	Iteration 5F: 3 clusters Score -95114.99 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95186.726562 Penalty: 661.344849
	Iteration 6F: 3 clusters Score -95186.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95238.898438 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -95238.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95272.867188 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -95272.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -95304.921875 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -95304.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -95332.054688 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -95332.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95355.265625 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -95355.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -95382.859375 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -95382.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -95414.039062 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -95414.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95438.039062 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -95438.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95450.609375 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -95450.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -95466.617188 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -95466.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -95480.796875 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -95480.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -95490.218750 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -95490.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -95495.445312 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -95495.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -95500.031250 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -95500.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -95508.234375 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -95508.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95511.859375 Penalty: 661.344849
	Iteration 22Q: 3 clusters Score -95511.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -95517.851562 Penalty: 661.344849
	Iteration 23Q: 3 clusters Score -95517.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -95524.609375 Penalty: 661.344849
	Iteration 24Q: 3 clusters Score -95524.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -95529.187500 Penalty: 661.344849
	Iteration 25Q: 3 clusters Score -95529.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -95533.210938 Penalty: 661.344849
	Iteration 26Q: 3 clusters Score -95533.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -95538.468750 Penalty: 661.344849
	Iteration 27Q: 3 clusters Score -95538.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -95547.000000 Penalty: 661.344849
	Iteration 28Q: 3 clusters Score -95547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -95555.453125 Penalty: 661.344849
	Iteration 29Q: 3 clusters Score -95555.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -95564.062500 Penalty: 661.344849
	Iteration 30Q: 3 clusters Score -95564.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -95574.953125 Penalty: 661.344849
	Iteration 31Q: 3 clusters Score -95574.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95599.515625 Penalty: 661.344849
	Iteration 32Q: 3 clusters Score -95599.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -95624.234375 Penalty: 661.344849
	Iteration 33Q: 3 clusters Score -95624.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -95641.304688 Penalty: 661.344849
	Iteration 34Q: 3 clusters Score -95641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -95646.781250 Penalty: 661.344849
	Iteration 35Q: 3 clusters Score -95646.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95652.726562 Penalty: 661.344849
	Iteration 36Q: 3 clusters Score -95652.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -95654.773438 Penalty: 661.344849
	Iteration 37Q: 3 clusters Score -95654.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95655.460938 Penalty: 661.344849
	Iteration 38Q: 3 clusters Score -95655.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95656.250000 Penalty: 661.344849
	Iteration 39Q: 3 clusters Score -95656.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -95657.601562 Penalty: 661.344849
	Iteration 40F: 3 clusters Score -95657.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 45125 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Entering Unmasked Estep 
Score: -42071088.000000 Penalty: 28892.949219
Splitting cluster 21 changes total score from -42046368.000000 to -42071088.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (45125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Entering Unmasked Estep 
Score: -3634733.500000 Penalty: 487.632233
	Iteration 0F: 2 clusters Score -3634734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3617243.000000 Penalty: 975.264465
	Iteration 0F: 3 clusters Score -3617243 nChanged 21895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3630536.500000 Penalty: 975.264465
	Iteration 1F: 3 clusters Score -3630536 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3631135.750000 Penalty: 975.264465
	Iteration 2Q: 3 clusters Score -3631136 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3631929.750000 Penalty: 975.264465
	Iteration 3Q: 3 clusters Score -3631930 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3633270.500000 Penalty: 975.264465
	Iteration 4F: 3 clusters Score -3633270 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3635162.250000 Penalty: 975.264465
	Iteration 5F: 3 clusters Score -3635162 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3637051.750000 Penalty: 975.264465
	Iteration 6F: 3 clusters Score -3637052 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3637947.250000 Penalty: 975.264465
	Iteration 7F: 3 clusters Score -3637947 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3638038.000000 Penalty: 975.264465
	Iteration 8Q: 3 clusters Score -3638038 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3637988.500000 Penalty: 975.264465
	Iteration 9Q: 3 clusters Score -3637988 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3638034.500000 Penalty: 975.264465
	Iteration 10Q: 3 clusters Score -3638034 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3638170.250000 Penalty: 975.264465
	Iteration 11Q: 3 clusters Score -3638170 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3638389.500000 Penalty: 975.264465
	Iteration 12Q: 3 clusters Score -3638390 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3638764.250000 Penalty: 975.264465
	Iteration 13Q: 3 clusters Score -3638764 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3639129.500000 Penalty: 975.264465
	Iteration 14Q: 3 clusters Score -3639130 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3639449.750000 Penalty: 975.264465
	Iteration 15Q: 3 clusters Score -3639450 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -3639786.500000 Penalty: 975.264465
	Iteration 16Q: 3 clusters Score -3639786 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3640141.250000 Penalty: 975.264465
	Iteration 17Q: 3 clusters Score -3640141 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3640411.750000 Penalty: 975.264465
	Iteration 18Q: 3 clusters Score -3640412 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3640580.250000 Penalty: 975.264465
	Iteration 19Q: 3 clusters Score -3640580 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3640688.250000 Penalty: 975.264465
	Iteration 20F: 3 clusters Score -3640688 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3640763.500000 Penalty: 975.264465
	Iteration 21Q: 3 clusters Score -3640764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3640836.750000 Penalty: 975.264465
	Iteration 22Q: 3 clusters Score -3640837 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3640852.250000 Penalty: 975.264465
	Iteration 23Q: 3 clusters Score -3640852 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3640902.250000 Penalty: 975.264465
	Iteration 24Q: 3 clusters Score -3640902 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3640937.000000 Penalty: 975.264465
	Iteration 25Q: 3 clusters Score -3640937 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3640977.250000 Penalty: 975.264465
	Iteration 26Q: 3 clusters Score -3640977 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3641002.750000 Penalty: 975.264465
	Iteration 27Q: 3 clusters Score -3641003 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3641026.500000 Penalty: 975.264465
	Iteration 28Q: 3 clusters Score -3641026 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3641046.250000 Penalty: 975.264465
	Iteration 29Q: 3 clusters Score -3641046 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3641047.250000 Penalty: 975.264465
	Iteration 30Q: 3 clusters Score -3641047 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -3641087.500000 Penalty: 975.264465
	Iteration 31Q: 3 clusters Score -3641088 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3641114.000000 Penalty: 975.264465
	Iteration 32Q: 3 clusters Score -3641114 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -3641140.750000 Penalty: 975.264465
	Iteration 33Q: 3 clusters Score -3641141 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3641176.000000 Penalty: 975.264465
	Iteration 34Q: 3 clusters Score -3641176 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3641196.250000 Penalty: 975.264465
	Iteration 35Q: 3 clusters Score -3641196 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3641288.750000 Penalty: 975.264465
	Iteration 36Q: 3 clusters Score -3641289 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3641354.750000 Penalty: 975.264465
	Iteration 37Q: 3 clusters Score -3641355 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3641444.750000 Penalty: 975.264465
	Iteration 38Q: 3 clusters Score -3641445 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3641503.500000 Penalty: 975.264465
	Iteration 39Q: 3 clusters Score -3641504 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3641760.000000 Penalty: 975.264465
	Iteration 40F: 3 clusters Score -3641760 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3641908.500000 Penalty: 975.264465
	Iteration 41Q: 3 clusters Score -3641908 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3642055.250000 Penalty: 975.264465
	Iteration 42Q: 3 clusters Score -3642055 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3642193.750000 Penalty: 975.264465
	Iteration 43Q: 3 clusters Score -3642194 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3642334.500000 Penalty: 975.264465
	Iteration 44Q: 3 clusters Score -3642334 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3642513.000000 Penalty: 975.264465
	Iteration 45Q: 3 clusters Score -3642513 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3642723.250000 Penalty: 975.264465
	Iteration 46Q: 3 clusters Score -3642723 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3642799.500000 Penalty: 975.264465
	Iteration 47Q: 3 clusters Score -3642800 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3642931.750000 Penalty: 975.264465
	Iteration 48Q: 3 clusters Score -3642932 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3643068.500000 Penalty: 975.264465
	Iteration 49Q: 3 clusters Score -3643068 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3643162.000000 Penalty: 975.264465
	Iteration 50Q: 3 clusters Score -3643162 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3643217.000000 Penalty: 975.264465
	Iteration 51Q: 3 clusters Score -3643217 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3643299.250000 Penalty: 975.264465
	Iteration 52Q: 3 clusters Score -3643299 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3643330.250000 Penalty: 975.264465
	Iteration 53Q: 3 clusters Score -3643330 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3643379.250000 Penalty: 975.264465
	Iteration 54Q: 3 clusters Score -3643379 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3643373.500000 Penalty: 975.264465
	Iteration 55Q: 3 clusters Score -3643374 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3643402.250000 Penalty: 975.264465
	Iteration 56Q: 3 clusters Score -3643402 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3643454.000000 Penalty: 975.264465
	Iteration 57Q: 3 clusters Score -3643454 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3643469.500000 Penalty: 975.264465
	Iteration 58Q: 3 clusters Score -3643470 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3643469.750000 Penalty: 975.264465
	Iteration 59Q: 3 clusters Score -3643470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3643787.750000 Penalty: 975.264465
	Iteration 60F: 3 clusters Score -3643788 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3643843.750000 Penalty: 975.264465
	Iteration 61Q: 3 clusters Score -3643844 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3643821.750000 Penalty: 975.264465
	Iteration 62Q: 3 clusters Score -3643822 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3643802.250000 Penalty: 975.264465
	Iteration 63Q: 3 clusters Score -3643802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3643796.750000 Penalty: 975.264465
	Iteration 64Q: 3 clusters Score -3643797 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3643738.000000 Penalty: 975.264465
	Iteration 65Q: 3 clusters Score -3643738 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3643670.500000 Penalty: 975.264465
	Iteration 66Q: 3 clusters Score -3643670 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3643723.250000 Penalty: 975.264465
	Iteration 67Q: 3 clusters Score -3643723 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -3643713.250000 Penalty: 975.264465
	Iteration 68Q: 3 clusters Score -3643713 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3643742.250000 Penalty: 975.264465
	Iteration 69Q: 3 clusters Score -3643742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3643698.500000 Penalty: 975.264465
	Iteration 70Q: 3 clusters Score -3643698 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3643698.500000 Penalty: 975.264465
	Iteration 71Q: 3 clusters Score -3643698 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3643685.000000 Penalty: 975.264465
	Iteration 72Q: 3 clusters Score -3643685 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3643648.750000 Penalty: 975.264465
	Iteration 73Q: 3 clusters Score -3643649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -3643631.750000 Penalty: 975.264465
	Iteration 74Q: 3 clusters Score -3643632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3643598.250000 Penalty: 975.264465
	Iteration 75Q: 3 clusters Score -3643598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3643563.250000 Penalty: 975.264465
	Iteration 76Q: 3 clusters Score -3643563 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3643567.000000 Penalty: 975.264465
	Iteration 77Q: 3 clusters Score -3643567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3643553.250000 Penalty: 975.264465
	Iteration 78Q: 3 clusters Score -3643553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3643527.750000 Penalty: 975.264465
	Iteration 79Q: 3 clusters Score -3643528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3643539.250000 Penalty: 975.264465
	Iteration 80F: 3 clusters Score -3643539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3643540.000000 Penalty: 975.264465
	Iteration 81Q: 3 clusters Score -3643540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3643536.750000 Penalty: 975.264465
	Iteration 82Q: 3 clusters Score -3643537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3643543.000000 Penalty: 975.264465
	Iteration 83Q: 3 clusters Score -3643543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3643544.750000 Penalty: 975.264465
	Iteration 84Q: 3 clusters Score -3643545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3643549.500000 Penalty: 975.264465
	Iteration 85Q: 3 clusters Score -3643550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3643551.000000 Penalty: 975.264465
	Iteration 86Q: 3 clusters Score -3643551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3643552.750000 Penalty: 975.264465
	Iteration 87Q: 3 clusters Score -3643553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3643564.500000 Penalty: 975.264465
	Iteration 88Q: 3 clusters Score -3643564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3643553.000000 Penalty: 975.264465
	Iteration 89Q: 3 clusters Score -3643553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3643542.000000 Penalty: 975.264465
	Iteration 90Q: 3 clusters Score -3643542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3643539.000000 Penalty: 975.264465
	Iteration 91Q: 3 clusters Score -3643539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3643548.000000 Penalty: 975.264465
	Iteration 92Q: 3 clusters Score -3643548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3643541.000000 Penalty: 975.264465
	Iteration 93Q: 3 clusters Score -3643541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3643534.000000 Penalty: 975.264465
	Iteration 94Q: 3 clusters Score -3643534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3643541.500000 Penalty: 975.264465
	Iteration 95Q: 3 clusters Score -3643542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3643553.000000 Penalty: 975.264465
	Iteration 96Q: 3 clusters Score -3643553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3643552.250000 Penalty: 975.264465
	Iteration 97Q: 3 clusters Score -3643552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3643553.750000 Penalty: 975.264465
	Iteration 98Q: 3 clusters Score -3643554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3643559.500000 Penalty: 975.264465
	Iteration 99Q: 3 clusters Score -3643560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -3643559.500000 Penalty: 975.264465
	Iteration 100F: 3 clusters Score -3643560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 1005 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Entering Unmasked Estep 
Score: -42080140.000000 Penalty: 29494.884766
Splitting cluster 22 changes total score from -42046368.000000 to -42080140.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 23 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -62908.886719 Penalty: 314.529785
	Iteration 0F: 2 clusters Score -62908.89 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 475 members 
Entering Unmasked Estep 
Score: -62146.050781 Penalty: 629.059570
	Iteration 0F: 3 clusters Score -62146.05 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -62899.984375 Penalty: 629.059570
	Iteration 1F: 3 clusters Score -62899.98 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63138.757812 Penalty: 629.059570
	Iteration 2F: 3 clusters Score -63138.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63220.332031 Penalty: 629.059570
	Iteration 3F: 3 clusters Score -63220.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63235.179688 Penalty: 629.059570
	Iteration 4Q: 3 clusters Score -63235.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63246.425781 Penalty: 629.059570
	Iteration 5Q: 3 clusters Score -63246.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63251.605469 Penalty: 629.059570
	Iteration 6Q: 3 clusters Score -63251.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63258.785156 Penalty: 629.059570
	Iteration 7Q: 3 clusters Score -63258.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63268.523438 Penalty: 629.059570
	Iteration 8Q: 3 clusters Score -63268.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63287.863281 Penalty: 629.059570
	Iteration 9Q: 3 clusters Score -63287.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63320.777344 Penalty: 629.059570
	Iteration 10Q: 3 clusters Score -63320.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63366.835938 Penalty: 629.059570
	Iteration 11Q: 3 clusters Score -63366.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63431.984375 Penalty: 629.059570
	Iteration 12Q: 3 clusters Score -63431.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63481.457031 Penalty: 629.059570
	Iteration 13Q: 3 clusters Score -63481.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63501.105469 Penalty: 629.059570
	Iteration 14Q: 3 clusters Score -63501.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63517.390625 Penalty: 629.059570
	Iteration 15Q: 3 clusters Score -63517.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63527.429688 Penalty: 629.059570
	Iteration 16Q: 3 clusters Score -63527.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63534.207031 Penalty: 629.059570
	Iteration 17Q: 3 clusters Score -63534.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63539.003906 Penalty: 629.059570
	Iteration 18Q: 3 clusters Score -63539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63544.468750 Penalty: 629.059570
	Iteration 19Q: 3 clusters Score -63544.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63549.589844 Penalty: 629.059570
	Iteration 20F: 3 clusters Score -63549.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63553.078125 Penalty: 629.059570
	Iteration 21Q: 3 clusters Score -63553.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63554.777344 Penalty: 629.059570
	Iteration 22Q: 3 clusters Score -63554.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63555.597656 Penalty: 629.059570
	Iteration 23Q: 3 clusters Score -63555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63558.187500 Penalty: 629.059570
	Iteration 24Q: 3 clusters Score -63558.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63560.703125 Penalty: 629.059570
	Iteration 25Q: 3 clusters Score -63560.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63563.238281 Penalty: 629.059570
	Iteration 26Q: 3 clusters Score -63563.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63564.804688 Penalty: 629.059570
	Iteration 27Q: 3 clusters Score -63564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63565.863281 Penalty: 629.059570
	Iteration 28Q: 3 clusters Score -63565.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63566.816406 Penalty: 629.059570
	Iteration 29Q: 3 clusters Score -63566.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63567.484375 Penalty: 629.059570
	Iteration 30Q: 3 clusters Score -63567.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63567.890625 Penalty: 629.059570
	Iteration 31Q: 3 clusters Score -63567.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63568.222656 Penalty: 629.059570
	Iteration 32Q: 3 clusters Score -63568.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63568.222656 Penalty: 629.059570
	Iteration 33F: 3 clusters Score -63568.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Entering Unmasked Estep 
Score: -42080500.000000 Penalty: 30096.822266
Splitting cluster 23 changes total score from -42046368.000000 to -42080500.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -30899.101562 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -30899.1 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 224 members 
Entering Unmasked Estep 
Score: -30471.390625 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -30471.39 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30575.232422 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -30575.23 nChanged 39
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: -30626.791016 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -30626.79 nChanged 29
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: -30666.570312 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -30666.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30683.857422 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -30683.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30696.216797 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -30696.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30709.078125 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -30709.08 nChanged 7
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: -30715.861328 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -30715.86 nChanged 5
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: -30720.330078 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -30720.33 nChanged 7
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: -30727.970703 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -30727.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -30733.017578 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -30733.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30738.509766 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -30738.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -30739.021484 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -30739.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30739.531250 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -30739.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30740.193359 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -30740.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30740.638672 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -30740.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30740.638672 Penalty: 556.947083
	Iteration 16F: 3 clusters Score -30740.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Entering Unmasked Estep 
Score: -1631647.250000 Penalty: 454.398102
	Iteration 0F: 2 clusters Score -1631647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1617165.750000 Penalty: 908.796204
	Iteration 0F: 3 clusters Score -1617166 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1623268.750000 Penalty: 908.796204
	Iteration 1F: 3 clusters Score -1623269 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1623763.875000 Penalty: 908.796204
	Iteration 2F: 3 clusters Score -1623764 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1624375.875000 Penalty: 908.796204
	Iteration 3F: 3 clusters Score -1624376 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1625174.625000 Penalty: 908.796204
	Iteration 4F: 3 clusters Score -1625175 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1626281.250000 Penalty: 908.796204
	Iteration 5F: 3 clusters Score -1626281 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1627660.250000 Penalty: 908.796204
	Iteration 6F: 3 clusters Score -1627660 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1629014.625000 Penalty: 908.796204
	Iteration 7F: 3 clusters Score -1629015 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1630001.125000 Penalty: 908.796204
	Iteration 8Q: 3 clusters Score -1630001 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1630581.250000 Penalty: 908.796204
	Iteration 9Q: 3 clusters Score -1630581 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1630898.750000 Penalty: 908.796204
	Iteration 10Q: 3 clusters Score -1630899 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1631089.250000 Penalty: 908.796204
	Iteration 11Q: 3 clusters Score -1631089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1631193.375000 Penalty: 908.796204
	Iteration 12Q: 3 clusters Score -1631193 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1631244.375000 Penalty: 908.796204
	Iteration 13Q: 3 clusters Score -1631244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1631295.375000 Penalty: 908.796204
	Iteration 14Q: 3 clusters Score -1631295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1631315.750000 Penalty: 908.796204
	Iteration 15Q: 3 clusters Score -1631316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1631337.500000 Penalty: 908.796204
	Iteration 16Q: 3 clusters Score -1631338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1631355.250000 Penalty: 908.796204
	Iteration 17Q: 3 clusters Score -1631355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1631367.375000 Penalty: 908.796204
	Iteration 18Q: 3 clusters Score -1631367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1631373.750000 Penalty: 908.796204
	Iteration 19Q: 3 clusters Score -1631374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1631379.500000 Penalty: 908.796204
	Iteration 20F: 3 clusters Score -1631380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1631385.125000 Penalty: 908.796204
	Iteration 21Q: 3 clusters Score -1631385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1631387.750000 Penalty: 908.796204
	Iteration 22Q: 3 clusters Score -1631388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1631390.375000 Penalty: 908.796204
	Iteration 23Q: 3 clusters Score -1631390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1631391.375000 Penalty: 908.796204
	Iteration 24Q: 3 clusters Score -1631391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1631395.500000 Penalty: 908.796204
	Iteration 25Q: 3 clusters Score -1631396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1631398.250000 Penalty: 908.796204
	Iteration 26Q: 3 clusters Score -1631398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1631397.875000 Penalty: 908.796204
	Iteration 27Q: 3 clusters Score -1631398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1631400.875000 Penalty: 908.796204
	Iteration 28Q: 3 clusters Score -1631401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1631401.625000 Penalty: 908.796204
	Iteration 29Q: 3 clusters Score -1631402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1631401.250000 Penalty: 908.796204
	Iteration 30Q: 3 clusters Score -1631401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1631401.250000 Penalty: 908.796204
	Iteration 31F: 3 clusters Score -1631401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -207829.984375 Penalty: 361.036652
	Iteration 0F: 2 clusters Score -207830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -205848.203125 Penalty: 722.073303
	Iteration 0F: 3 clusters Score -205848.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -206562.812500 Penalty: 722.073303
	Iteration 1F: 3 clusters Score -206562.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -206696.531250 Penalty: 722.073303
	Iteration 2F: 3 clusters Score -206696.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -206831.718750 Penalty: 722.073303
	Iteration 3F: 3 clusters Score -206831.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -206979.296875 Penalty: 722.073303
	Iteration 4F: 3 clusters Score -206979.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -207157.750000 Penalty: 722.073303
	Iteration 5F: 3 clusters Score -207157.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -207328.703125 Penalty: 722.073303
	Iteration 6F: 3 clusters Score -207328.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -207451.156250 Penalty: 722.073303
	Iteration 7Q: 3 clusters Score -207451.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -207508.421875 Penalty: 722.073303
	Iteration 8Q: 3 clusters Score -207508.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -207538.015625 Penalty: 722.073303
	Iteration 9Q: 3 clusters Score -207538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -207557.062500 Penalty: 722.073303
	Iteration 10Q: 3 clusters Score -207557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -207568.015625 Penalty: 722.073303
	Iteration 11Q: 3 clusters Score -207568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -207573.562500 Penalty: 722.073303
	Iteration 12Q: 3 clusters Score -207573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -207575.812500 Penalty: 722.073303
	Iteration 13Q: 3 clusters Score -207575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -207577.406250 Penalty: 722.073303
	Iteration 14Q: 3 clusters Score -207577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -207577.406250 Penalty: 722.073303
	Iteration 15F: 3 clusters Score -207577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -143662.296875 Penalty: 349.110504
	Iteration 0F: 2 clusters Score -143662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -142216.265625 Penalty: 698.221008
	Iteration 0F: 3 clusters Score -142216.3 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -143368.578125 Penalty: 698.221008
	Iteration 1F: 3 clusters Score -143368.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -143869.421875 Penalty: 698.221008
	Iteration 2F: 3 clusters Score -143869.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144131.890625 Penalty: 698.221008
	Iteration 3F: 3 clusters Score -144131.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -144294.468750 Penalty: 698.221008
	Iteration 4F: 3 clusters Score -144294.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -144408.109375 Penalty: 698.221008
	Iteration 5Q: 3 clusters Score -144408.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -144461.640625 Penalty: 698.221008
	Iteration 6Q: 3 clusters Score -144461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -144493.218750 Penalty: 698.221008
	Iteration 7Q: 3 clusters Score -144493.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -144527.593750 Penalty: 698.221008
	Iteration 8Q: 3 clusters Score -144527.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -144578.187500 Penalty: 698.221008
	Iteration 9Q: 3 clusters Score -144578.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -144632.656250 Penalty: 698.221008
	Iteration 10Q: 3 clusters Score -144632.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -144667.750000 Penalty: 698.221008
	Iteration 11Q: 3 clusters Score -144667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -144687.703125 Penalty: 698.221008
	Iteration 12Q: 3 clusters Score -144687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -144692.296875 Penalty: 698.221008
	Iteration 13Q: 3 clusters Score -144692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -144694.328125 Penalty: 698.221008
	Iteration 14Q: 3 clusters Score -144694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -144695.312500 Penalty: 698.221008
	Iteration 15Q: 3 clusters Score -144695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -144695.703125 Penalty: 698.221008
	Iteration 16Q: 3 clusters Score -144695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -144695.703125 Penalty: 698.221008
	Iteration 17F: 3 clusters Score -144695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 45896 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1327 members 
Entering Unmasked Estep 
Score: -42081376.000000 Penalty: 30698.757812
Splitting cluster 27 changes total score from -42046368.000000 to -42081376.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 28 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -60857.886719 Penalty: 309.911621
	Iteration 0F: 2 clusters Score -60857.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -60112.597656 Penalty: 619.823242
	Iteration 0F: 3 clusters Score -60112.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60343.679688 Penalty: 619.823242
	Iteration 1F: 3 clusters Score -60343.68 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60426.230469 Penalty: 619.823242
	Iteration 2F: 3 clusters Score -60426.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60464.679688 Penalty: 619.823242
	Iteration 3F: 3 clusters Score -60464.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -60502.125000 Penalty: 619.823242
	Iteration 4Q: 3 clusters Score -60502.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -60524.058594 Penalty: 619.823242
	Iteration 5Q: 3 clusters Score -60524.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60538.910156 Penalty: 619.823242
	Iteration 6Q: 3 clusters Score -60538.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60548.183594 Penalty: 619.823242
	Iteration 7Q: 3 clusters Score -60548.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60557.605469 Penalty: 619.823242
	Iteration 8Q: 3 clusters Score -60557.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60565.398438 Penalty: 619.823242
	Iteration 9Q: 3 clusters Score -60565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -60570.894531 Penalty: 619.823242
	Iteration 10Q: 3 clusters Score -60570.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -60575.261719 Penalty: 619.823242
	Iteration 11Q: 3 clusters Score -60575.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -60576.019531 Penalty: 619.823242
	Iteration 12Q: 3 clusters Score -60576.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60576.554688 Penalty: 619.823242
	Iteration 13Q: 3 clusters Score -60576.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -60578.257812 Penalty: 619.823242
	Iteration 14Q: 3 clusters Score -60578.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60579.757812 Penalty: 619.823242
	Iteration 15Q: 3 clusters Score -60579.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60580.250000 Penalty: 619.823242
	Iteration 16Q: 3 clusters Score -60580.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60581.136719 Penalty: 619.823242
	Iteration 17Q: 3 clusters Score -60581.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -60582.160156 Penalty: 619.823242
	Iteration 18Q: 3 clusters Score -60582.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60582.390625 Penalty: 619.823242
	Iteration 19Q: 3 clusters Score -60582.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60582.390625 Penalty: 619.823242
	Iteration 20F: 3 clusters Score -60582.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Entering Unmasked Estep 
Score: -1480296.375000 Penalty: 447.370270
	Iteration 0F: 2 clusters Score -1480296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1467787.750000 Penalty: 894.740540
	Iteration 0F: 3 clusters Score -1467788 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1473034.875000 Penalty: 894.740540
	Iteration 1F: 3 clusters Score -1473035 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1473373.375000 Penalty: 894.740540
	Iteration 2Q: 3 clusters Score -1473373 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1473855.375000 Penalty: 894.740540
	Iteration 3F: 3 clusters Score -1473855 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1474562.375000 Penalty: 894.740540
	Iteration 4F: 3 clusters Score -1474562 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1475518.375000 Penalty: 894.740540
	Iteration 5F: 3 clusters Score -1475518 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1476727.750000 Penalty: 894.740540
	Iteration 6F: 3 clusters Score -1476728 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1477875.000000 Penalty: 894.740540
	Iteration 7F: 3 clusters Score -1477875 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1478507.875000 Penalty: 894.740540
	Iteration 8Q: 3 clusters Score -1478508 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1478779.250000 Penalty: 894.740540
	Iteration 9Q: 3 clusters Score -1478779 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1478920.250000 Penalty: 894.740540
	Iteration 10Q: 3 clusters Score -1478920 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1479030.625000 Penalty: 894.740540
	Iteration 11Q: 3 clusters Score -1479031 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1479097.375000 Penalty: 894.740540
	Iteration 12Q: 3 clusters Score -1479097 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1479149.125000 Penalty: 894.740540
	Iteration 13Q: 3 clusters Score -1479149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1479179.625000 Penalty: 894.740540
	Iteration 14Q: 3 clusters Score -1479180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1479199.875000 Penalty: 894.740540
	Iteration 15Q: 3 clusters Score -1479200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1479214.750000 Penalty: 894.740540
	Iteration 16Q: 3 clusters Score -1479215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1479223.625000 Penalty: 894.740540
	Iteration 17Q: 3 clusters Score -1479224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1479234.625000 Penalty: 894.740540
	Iteration 18Q: 3 clusters Score -1479235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1479243.000000 Penalty: 894.740540
	Iteration 19Q: 3 clusters Score -1479243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1479246.875000 Penalty: 894.740540
	Iteration 20F: 3 clusters Score -1479247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1479251.250000 Penalty: 894.740540
	Iteration 21Q: 3 clusters Score -1479251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1479251.125000 Penalty: 894.740540
	Iteration 22Q: 3 clusters Score -1479251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1479255.875000 Penalty: 894.740540
	Iteration 23Q: 3 clusters Score -1479256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1479256.625000 Penalty: 894.740540
	Iteration 24Q: 3 clusters Score -1479257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1479258.125000 Penalty: 894.740540
	Iteration 25Q: 3 clusters Score -1479258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1479262.625000 Penalty: 894.740540
	Iteration 26Q: 3 clusters Score -1479263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1479263.625000 Penalty: 894.740540
	Iteration 27Q: 3 clusters Score -1479264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1479262.875000 Penalty: 894.740540
	Iteration 28Q: 3 clusters Score -1479263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1479263.000000 Penalty: 894.740540
	Iteration 29Q: 3 clusters Score -1479263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1479266.125000 Penalty: 894.740540
	Iteration 30Q: 3 clusters Score -1479266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1479269.875000 Penalty: 894.740540
	Iteration 31Q: 3 clusters Score -1479270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1479268.000000 Penalty: 894.740540
	Iteration 32Q: 3 clusters Score -1479268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1479268.125000 Penalty: 894.740540
	Iteration 33Q: 3 clusters Score -1479268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1479271.375000 Penalty: 894.740540
	Iteration 34Q: 3 clusters Score -1479271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1479269.125000 Penalty: 894.740540
	Iteration 35Q: 3 clusters Score -1479269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1479275.000000 Penalty: 894.740540
	Iteration 36Q: 3 clusters Score -1479275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1479276.125000 Penalty: 894.740540
	Iteration 37Q: 3 clusters Score -1479276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1479275.375000 Penalty: 894.740540
	Iteration 38Q: 3 clusters Score -1479275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1479274.750000 Penalty: 894.740540
	Iteration 39Q: 3 clusters Score -1479275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1479276.375000 Penalty: 894.740540
	Iteration 40F: 3 clusters Score -1479276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1479276.625000 Penalty: 894.740540
	Iteration 41Q: 3 clusters Score -1479277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1479276.875000 Penalty: 894.740540
	Iteration 42Q: 3 clusters Score -1479277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1479275.625000 Penalty: 894.740540
	Iteration 43Q: 3 clusters Score -1479276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1479275.375000 Penalty: 894.740540
	Iteration 44Q: 3 clusters Score -1479275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1479273.125000 Penalty: 894.740540
	Iteration 45Q: 3 clusters Score -1479273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1479274.375000 Penalty: 894.740540
	Iteration 46Q: 3 clusters Score -1479274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1479274.500000 Penalty: 894.740540
	Iteration 47Q: 3 clusters Score -1479274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1479277.375000 Penalty: 894.740540
	Iteration 48Q: 3 clusters Score -1479277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1479280.250000 Penalty: 894.740540
	Iteration 49Q: 3 clusters Score -1479280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1479281.500000 Penalty: 894.740540
	Iteration 50Q: 3 clusters Score -1479282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1479280.750000 Penalty: 894.740540
	Iteration 51Q: 3 clusters Score -1479281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1479279.250000 Penalty: 894.740540
	Iteration 52Q: 3 clusters Score -1479279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1479280.875000 Penalty: 894.740540
	Iteration 53Q: 3 clusters Score -1479281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1479280.500000 Penalty: 894.740540
	Iteration 54Q: 3 clusters Score -1479280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1479279.125000 Penalty: 894.740540
	Iteration 55Q: 3 clusters Score -1479279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1479280.500000 Penalty: 894.740540
	Iteration 56Q: 3 clusters Score -1479280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1479280.625000 Penalty: 894.740540
	Iteration 57Q: 3 clusters Score -1479281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1479281.875000 Penalty: 894.740540
	Iteration 58Q: 3 clusters Score -1479282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1479283.375000 Penalty: 894.740540
	Iteration 59Q: 3 clusters Score -1479283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1479282.875000 Penalty: 894.740540
	Iteration 60F: 3 clusters Score -1479283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1479288.000000 Penalty: 894.740540
	Iteration 61Q: 3 clusters Score -1479288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1479286.750000 Penalty: 894.740540
	Iteration 62Q: 3 clusters Score -1479287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1479286.125000 Penalty: 894.740540
	Iteration 63Q: 3 clusters Score -1479286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1479290.750000 Penalty: 894.740540
	Iteration 64Q: 3 clusters Score -1479291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1479292.500000 Penalty: 894.740540
	Iteration 65Q: 3 clusters Score -1479292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1479297.875000 Penalty: 894.740540
	Iteration 66Q: 3 clusters Score -1479298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1479300.750000 Penalty: 894.740540
	Iteration 67Q: 3 clusters Score -1479301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1479298.500000 Penalty: 894.740540
	Iteration 68Q: 3 clusters Score -1479298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1479298.750000 Penalty: 894.740540
	Iteration 69Q: 3 clusters Score -1479299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1479297.750000 Penalty: 894.740540
	Iteration 70Q: 3 clusters Score -1479298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1479305.000000 Penalty: 894.740540
	Iteration 71Q: 3 clusters Score -1479305 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1479306.375000 Penalty: 894.740540
	Iteration 72Q: 3 clusters Score -1479306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1479308.625000 Penalty: 894.740540
	Iteration 73Q: 3 clusters Score -1479309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1479315.125000 Penalty: 894.740540
	Iteration 74Q: 3 clusters Score -1479315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1479318.000000 Penalty: 894.740540
	Iteration 75Q: 3 clusters Score -1479318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1479323.375000 Penalty: 894.740540
	Iteration 76Q: 3 clusters Score -1479323 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1479322.750000 Penalty: 894.740540
	Iteration 77Q: 3 clusters Score -1479323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1479327.125000 Penalty: 894.740540
	Iteration 78Q: 3 clusters Score -1479327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1479327.125000 Penalty: 894.740540
	Iteration 79Q: 3 clusters Score -1479327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1479328.000000 Penalty: 894.740540
	Iteration 80F: 3 clusters Score -1479328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1479328.750000 Penalty: 894.740540
	Iteration 81Q: 3 clusters Score -1479329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1479328.625000 Penalty: 894.740540
	Iteration 82Q: 3 clusters Score -1479329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1479332.375000 Penalty: 894.740540
	Iteration 83Q: 3 clusters Score -1479332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1479333.250000 Penalty: 894.740540
	Iteration 84Q: 3 clusters Score -1479333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1479331.125000 Penalty: 894.740540
	Iteration 85Q: 3 clusters Score -1479331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1479333.500000 Penalty: 894.740540
	Iteration 86Q: 3 clusters Score -1479334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1479340.625000 Penalty: 894.740540
	Iteration 87Q: 3 clusters Score -1479341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1479341.000000 Penalty: 894.740540
	Iteration 88Q: 3 clusters Score -1479341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1479341.250000 Penalty: 894.740540
	Iteration 89Q: 3 clusters Score -1479341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1479344.375000 Penalty: 894.740540
	Iteration 90Q: 3 clusters Score -1479344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1479346.625000 Penalty: 894.740540
	Iteration 91Q: 3 clusters Score -1479347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1479348.125000 Penalty: 894.740540
	Iteration 92Q: 3 clusters Score -1479348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1479345.250000 Penalty: 894.740540
	Iteration 93Q: 3 clusters Score -1479345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1479346.125000 Penalty: 894.740540
	Iteration 94Q: 3 clusters Score -1479346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1479349.750000 Penalty: 894.740540
	Iteration 95Q: 3 clusters Score -1479350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1479352.875000 Penalty: 894.740540
	Iteration 96Q: 3 clusters Score -1479353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1479355.375000 Penalty: 894.740540
	Iteration 97Q: 3 clusters Score -1479355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1479356.125000 Penalty: 894.740540
	Iteration 98Q: 3 clusters Score -1479356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1479357.500000 Penalty: 894.740540
	Iteration 99Q: 3 clusters Score -1479358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1479359.375000 Penalty: 894.740540
	Iteration 100F: 3 clusters Score -1479359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1479365.000000 Penalty: 894.740540
	Iteration 101Q: 3 clusters Score -1479365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1479368.125000 Penalty: 894.740540
	Iteration 102Q: 3 clusters Score -1479368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1479371.000000 Penalty: 894.740540
	Iteration 103Q: 3 clusters Score -1479371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1479372.125000 Penalty: 894.740540
	Iteration 104Q: 3 clusters Score -1479372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1479377.125000 Penalty: 894.740540
	Iteration 105Q: 3 clusters Score -1479377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1479378.125000 Penalty: 894.740540
	Iteration 106Q: 3 clusters Score -1479378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1479377.375000 Penalty: 894.740540
	Iteration 107Q: 3 clusters Score -1479377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1479376.625000 Penalty: 894.740540
	Iteration 108Q: 3 clusters Score -1479377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1479377.875000 Penalty: 894.740540
	Iteration 109Q: 3 clusters Score -1479378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1479377.125000 Penalty: 894.740540
	Iteration 110Q: 3 clusters Score -1479377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1479375.125000 Penalty: 894.740540
	Iteration 111Q: 3 clusters Score -1479375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1479375.250000 Penalty: 894.740540
	Iteration 112Q: 3 clusters Score -1479375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1479375.875000 Penalty: 894.740540
	Iteration 113Q: 3 clusters Score -1479376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1479378.375000 Penalty: 894.740540
	Iteration 114Q: 3 clusters Score -1479378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1479383.500000 Penalty: 894.740540
	Iteration 115Q: 3 clusters Score -1479384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1479379.500000 Penalty: 894.740540
	Iteration 116Q: 3 clusters Score -1479380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1479384.000000 Penalty: 894.740540
	Iteration 117Q: 3 clusters Score -1479384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1479384.250000 Penalty: 894.740540
	Iteration 118Q: 3 clusters Score -1479384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1479387.000000 Penalty: 894.740540
	Iteration 119Q: 3 clusters Score -1479387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1479390.375000 Penalty: 894.740540
	Iteration 120F: 3 clusters Score -1479390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1479389.875000 Penalty: 894.740540
	Iteration 121Q: 3 clusters Score -1479390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1479387.000000 Penalty: 894.740540
	Iteration 122Q: 3 clusters Score -1479387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1479388.000000 Penalty: 894.740540
	Iteration 123Q: 3 clusters Score -1479388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1479387.125000 Penalty: 894.740540
	Iteration 124Q: 3 clusters Score -1479387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1479388.000000 Penalty: 894.740540
	Iteration 125Q: 3 clusters Score -1479388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1479392.000000 Penalty: 894.740540
	Iteration 126Q: 3 clusters Score -1479392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1479392.750000 Penalty: 894.740540
	Iteration 127Q: 3 clusters Score -1479393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1479394.125000 Penalty: 894.740540
	Iteration 128Q: 3 clusters Score -1479394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1479394.125000 Penalty: 894.740540
	Iteration 129Q: 3 clusters Score -1479394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1479398.875000 Penalty: 894.740540
	Iteration 130Q: 3 clusters Score -1479399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1479395.875000 Penalty: 894.740540
	Iteration 131Q: 3 clusters Score -1479396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1479400.000000 Penalty: 894.740540
	Iteration 132Q: 3 clusters Score -1479400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1479400.375000 Penalty: 894.740540
	Iteration 133Q: 3 clusters Score -1479400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1479407.875000 Penalty: 894.740540
	Iteration 134Q: 3 clusters Score -1479408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1479411.625000 Penalty: 894.740540
	Iteration 135Q: 3 clusters Score -1479412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1479409.375000 Penalty: 894.740540
	Iteration 136Q: 3 clusters Score -1479409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1479409.625000 Penalty: 894.740540
	Iteration 137Q: 3 clusters Score -1479410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1479410.375000 Penalty: 894.740540
	Iteration 138Q: 3 clusters Score -1479410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1479412.000000 Penalty: 894.740540
	Iteration 139Q: 3 clusters Score -1479412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1479409.375000 Penalty: 894.740540
	Iteration 140F: 3 clusters Score -1479409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1479410.250000 Penalty: 894.740540
	Iteration 141Q: 3 clusters Score -1479410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1479412.250000 Penalty: 894.740540
	Iteration 142Q: 3 clusters Score -1479412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1479413.500000 Penalty: 894.740540
	Iteration 143Q: 3 clusters Score -1479414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1479411.500000 Penalty: 894.740540
	Iteration 144Q: 3 clusters Score -1479412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1479413.250000 Penalty: 894.740540
	Iteration 145Q: 3 clusters Score -1479413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1479413.875000 Penalty: 894.740540
	Iteration 146Q: 3 clusters Score -1479414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1479413.875000 Penalty: 894.740540
	Iteration 147Q: 3 clusters Score -1479414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1479411.750000 Penalty: 894.740540
	Iteration 148Q: 3 clusters Score -1479412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1479411.375000 Penalty: 894.740540
	Iteration 149Q: 3 clusters Score -1479411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1479410.875000 Penalty: 894.740540
	Iteration 150Q: 3 clusters Score -1479411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1479414.750000 Penalty: 894.740540
	Iteration 151Q: 3 clusters Score -1479415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1479413.750000 Penalty: 894.740540
	Iteration 152Q: 3 clusters Score -1479414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1479418.000000 Penalty: 894.740540
	Iteration 153Q: 3 clusters Score -1479418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1479420.000000 Penalty: 894.740540
	Iteration 154Q: 3 clusters Score -1479420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1479421.250000 Penalty: 894.740540
	Iteration 155Q: 3 clusters Score -1479421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1479424.375000 Penalty: 894.740540
	Iteration 156Q: 3 clusters Score -1479424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1479422.875000 Penalty: 894.740540
	Iteration 157Q: 3 clusters Score -1479423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1479420.875000 Penalty: 894.740540
	Iteration 158Q: 3 clusters Score -1479421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1479421.125000 Penalty: 894.740540
	Iteration 159Q: 3 clusters Score -1479421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1479426.750000 Penalty: 894.740540
	Iteration 160F: 3 clusters Score -1479427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1479432.750000 Penalty: 894.740540
	Iteration 161Q: 3 clusters Score -1479433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1479434.500000 Penalty: 894.740540
	Iteration 162Q: 3 clusters Score -1479434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1479440.250000 Penalty: 894.740540
	Iteration 163Q: 3 clusters Score -1479440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1479443.500000 Penalty: 894.740540
	Iteration 164Q: 3 clusters Score -1479444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1479447.750000 Penalty: 894.740540
	Iteration 165Q: 3 clusters Score -1479448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1479451.750000 Penalty: 894.740540
	Iteration 166Q: 3 clusters Score -1479452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1479455.875000 Penalty: 894.740540
	Iteration 167Q: 3 clusters Score -1479456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1479460.750000 Penalty: 894.740540
	Iteration 168Q: 3 clusters Score -1479461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1479465.125000 Penalty: 894.740540
	Iteration 169Q: 3 clusters Score -1479465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1479464.375000 Penalty: 894.740540
	Iteration 170Q: 3 clusters Score -1479464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1479464.625000 Penalty: 894.740540
	Iteration 171Q: 3 clusters Score -1479465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1479465.000000 Penalty: 894.740540
	Iteration 172Q: 3 clusters Score -1479465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1479465.625000 Penalty: 894.740540
	Iteration 173Q: 3 clusters Score -1479466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1479466.750000 Penalty: 894.740540
	Iteration 174Q: 3 clusters Score -1479467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1479469.875000 Penalty: 894.740540
	Iteration 175Q: 3 clusters Score -1479470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1479471.625000 Penalty: 894.740540
	Iteration 176Q: 3 clusters Score -1479472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1479476.625000 Penalty: 894.740540
	Iteration 177Q: 3 clusters Score -1479477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1479480.375000 Penalty: 894.740540
	Iteration 178Q: 3 clusters Score -1479480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1479483.625000 Penalty: 894.740540
	Iteration 179Q: 3 clusters Score -1479484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1479491.375000 Penalty: 894.740540
	Iteration 180F: 3 clusters Score -1479491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1479492.000000 Penalty: 894.740540
	Iteration 181Q: 3 clusters Score -1479492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1479491.500000 Penalty: 894.740540
	Iteration 182Q: 3 clusters Score -1479492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1479494.125000 Penalty: 894.740540
	Iteration 183Q: 3 clusters Score -1479494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1479495.250000 Penalty: 894.740540
	Iteration 184Q: 3 clusters Score -1479495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1479495.875000 Penalty: 894.740540
	Iteration 185Q: 3 clusters Score -1479496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1479497.750000 Penalty: 894.740540
	Iteration 186Q: 3 clusters Score -1479498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1479499.500000 Penalty: 894.740540
	Iteration 187Q: 3 clusters Score -1479500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1479500.125000 Penalty: 894.740540
	Iteration 188Q: 3 clusters Score -1479500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1479498.750000 Penalty: 894.740540
	Iteration 189Q: 3 clusters Score -1479499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1479500.000000 Penalty: 894.740540
	Iteration 190Q: 3 clusters Score -1479500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1479500.125000 Penalty: 894.740540
	Iteration 191Q: 3 clusters Score -1479500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1479500.375000 Penalty: 894.740540
	Iteration 192Q: 3 clusters Score -1479500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1479503.000000 Penalty: 894.740540
	Iteration 193Q: 3 clusters Score -1479503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1479503.500000 Penalty: 894.740540
	Iteration 194Q: 3 clusters Score -1479504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1479504.125000 Penalty: 894.740540
	Iteration 195Q: 3 clusters Score -1479504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1479504.375000 Penalty: 894.740540
	Iteration 196Q: 3 clusters Score -1479504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1479506.250000 Penalty: 894.740540
	Iteration 197Q: 3 clusters Score -1479506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1479506.500000 Penalty: 894.740540
	Iteration 198Q: 3 clusters Score -1479506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1479508.625000 Penalty: 894.740540
	Iteration 199Q: 3 clusters Score -1479509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1479506.625000 Penalty: 894.740540
	Iteration 200F: 3 clusters Score -1479507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1479509.625000 Penalty: 894.740540
	Iteration 201Q: 3 clusters Score -1479510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1479513.500000 Penalty: 894.740540
	Iteration 202Q: 3 clusters Score -1479514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1479513.125000 Penalty: 894.740540
	Iteration 203Q: 3 clusters Score -1479513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1479513.250000 Penalty: 894.740540
	Iteration 204Q: 3 clusters Score -1479513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1479518.000000 Penalty: 894.740540
	Iteration 205Q: 3 clusters Score -1479518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1479520.375000 Penalty: 894.740540
	Iteration 206Q: 3 clusters Score -1479520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1479525.750000 Penalty: 894.740540
	Iteration 207Q: 3 clusters Score -1479526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1479533.375000 Penalty: 894.740540
	Iteration 208Q: 3 clusters Score -1479533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1479536.125000 Penalty: 894.740540
	Iteration 209Q: 3 clusters Score -1479536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1479538.875000 Penalty: 894.740540
	Iteration 210Q: 3 clusters Score -1479539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1479540.625000 Penalty: 894.740540
	Iteration 211Q: 3 clusters Score -1479541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1479541.625000 Penalty: 894.740540
	Iteration 212Q: 3 clusters Score -1479542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1479546.875000 Penalty: 894.740540
	Iteration 213Q: 3 clusters Score -1479547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1479549.500000 Penalty: 894.740540
	Iteration 214Q: 3 clusters Score -1479550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1479550.250000 Penalty: 894.740540
	Iteration 215Q: 3 clusters Score -1479550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1479550.625000 Penalty: 894.740540
	Iteration 216Q: 3 clusters Score -1479551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1479553.000000 Penalty: 894.740540
	Iteration 217Q: 3 clusters Score -1479553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1479556.000000 Penalty: 894.740540
	Iteration 218Q: 3 clusters Score -1479556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1479560.000000 Penalty: 894.740540
	Iteration 219Q: 3 clusters Score -1479560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1479566.125000 Penalty: 894.740540
	Iteration 220F: 3 clusters Score -1479566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1479567.625000 Penalty: 894.740540
	Iteration 221Q: 3 clusters Score -1479568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1479568.500000 Penalty: 894.740540
	Iteration 222Q: 3 clusters Score -1479568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1479570.875000 Penalty: 894.740540
	Iteration 223Q: 3 clusters Score -1479571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1479573.250000 Penalty: 894.740540
	Iteration 224Q: 3 clusters Score -1479573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1479574.500000 Penalty: 894.740540
	Iteration 225Q: 3 clusters Score -1479574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1479579.375000 Penalty: 894.740540
	Iteration 226Q: 3 clusters Score -1479579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1479582.500000 Penalty: 894.740540
	Iteration 227Q: 3 clusters Score -1479582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1479581.125000 Penalty: 894.740540
	Iteration 228Q: 3 clusters Score -1479581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1479585.500000 Penalty: 894.740540
	Iteration 229Q: 3 clusters Score -1479586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1479586.875000 Penalty: 894.740540
	Iteration 230Q: 3 clusters Score -1479587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1479588.500000 Penalty: 894.740540
	Iteration 231Q: 3 clusters Score -1479588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1479586.875000 Penalty: 894.740540
	Iteration 232Q: 3 clusters Score -1479587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1479587.875000 Penalty: 894.740540
	Iteration 233Q: 3 clusters Score -1479588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1479586.375000 Penalty: 894.740540
	Iteration 234Q: 3 clusters Score -1479586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1479589.500000 Penalty: 894.740540
	Iteration 235Q: 3 clusters Score -1479590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1479588.500000 Penalty: 894.740540
	Iteration 236Q: 3 clusters Score -1479588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1479586.875000 Penalty: 894.740540
	Iteration 237Q: 3 clusters Score -1479587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1479587.500000 Penalty: 894.740540
	Iteration 238Q: 3 clusters Score -1479588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1479587.625000 Penalty: 894.740540
	Iteration 239Q: 3 clusters Score -1479588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1479589.250000 Penalty: 894.740540
	Iteration 240F: 3 clusters Score -1479589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1479588.625000 Penalty: 894.740540
	Iteration 241Q: 3 clusters Score -1479589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1479587.750000 Penalty: 894.740540
	Iteration 242Q: 3 clusters Score -1479588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1479587.250000 Penalty: 894.740540
	Iteration 243Q: 3 clusters Score -1479587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1479585.750000 Penalty: 894.740540
	Iteration 244Q: 3 clusters Score -1479586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1479585.750000 Penalty: 894.740540
	Iteration 245Q: 3 clusters Score -1479586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1479584.875000 Penalty: 894.740540
	Iteration 246Q: 3 clusters Score -1479585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1479585.375000 Penalty: 894.740540
	Iteration 247Q: 3 clusters Score -1479585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1479587.500000 Penalty: 894.740540
	Iteration 248Q: 3 clusters Score -1479588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1479586.125000 Penalty: 894.740540
	Iteration 249Q: 3 clusters Score -1479586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1479588.250000 Penalty: 894.740540
	Iteration 250Q: 3 clusters Score -1479588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1479590.125000 Penalty: 894.740540
	Iteration 251Q: 3 clusters Score -1479590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1479592.875000 Penalty: 894.740540
	Iteration 252Q: 3 clusters Score -1479593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1479593.125000 Penalty: 894.740540
	Iteration 253Q: 3 clusters Score -1479593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1479594.875000 Penalty: 894.740540
	Iteration 254Q: 3 clusters Score -1479595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1479596.000000 Penalty: 894.740540
	Iteration 255Q: 3 clusters Score -1479596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1479594.500000 Penalty: 894.740540
	Iteration 256Q: 3 clusters Score -1479594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1479594.500000 Penalty: 894.740540
	Iteration 257Q: 3 clusters Score -1479594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1479595.250000 Penalty: 894.740540
	Iteration 258Q: 3 clusters Score -1479595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1479594.500000 Penalty: 894.740540
	Iteration 259Q: 3 clusters Score -1479594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1479595.500000 Penalty: 894.740540
	Iteration 260F: 3 clusters Score -1479596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1479596.250000 Penalty: 894.740540
	Iteration 261Q: 3 clusters Score -1479596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1479599.000000 Penalty: 894.740540
	Iteration 262Q: 3 clusters Score -1479599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1479596.250000 Penalty: 894.740540
	Iteration 263Q: 3 clusters Score -1479596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1479599.750000 Penalty: 894.740540
	Iteration 264Q: 3 clusters Score -1479600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1479602.375000 Penalty: 894.740540
	Iteration 265Q: 3 clusters Score -1479602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1479609.125000 Penalty: 894.740540
	Iteration 266Q: 3 clusters Score -1479609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1479612.875000 Penalty: 894.740540
	Iteration 267Q: 3 clusters Score -1479613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1479614.250000 Penalty: 894.740540
	Iteration 268Q: 3 clusters Score -1479614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1479615.875000 Penalty: 894.740540
	Iteration 269Q: 3 clusters Score -1479616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1479615.250000 Penalty: 894.740540
	Iteration 270Q: 3 clusters Score -1479615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1479618.000000 Penalty: 894.740540
	Iteration 271Q: 3 clusters Score -1479618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1479621.250000 Penalty: 894.740540
	Iteration 272Q: 3 clusters Score -1479621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1479622.625000 Penalty: 894.740540
	Iteration 273Q: 3 clusters Score -1479623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1479623.375000 Penalty: 894.740540
	Iteration 274Q: 3 clusters Score -1479623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1479625.625000 Penalty: 894.740540
	Iteration 275Q: 3 clusters Score -1479626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1479624.500000 Penalty: 894.740540
	Iteration 276Q: 3 clusters Score -1479624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1479624.875000 Penalty: 894.740540
	Iteration 277Q: 3 clusters Score -1479625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1479627.000000 Penalty: 894.740540
	Iteration 278Q: 3 clusters Score -1479627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1479627.875000 Penalty: 894.740540
	Iteration 279Q: 3 clusters Score -1479628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1479629.000000 Penalty: 894.740540
	Iteration 280F: 3 clusters Score -1479629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1479629.000000 Penalty: 894.740540
	Iteration 281Q: 3 clusters Score -1479629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1479627.875000 Penalty: 894.740540
	Iteration 282Q: 3 clusters Score -1479628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1479635.000000 Penalty: 894.740540
	Iteration 283Q: 3 clusters Score -1479635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1479637.625000 Penalty: 894.740540
	Iteration 284Q: 3 clusters Score -1479638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1479641.125000 Penalty: 894.740540
	Iteration 285Q: 3 clusters Score -1479641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1479642.625000 Penalty: 894.740540
	Iteration 286Q: 3 clusters Score -1479643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1479644.375000 Penalty: 894.740540
	Iteration 287Q: 3 clusters Score -1479644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1479645.375000 Penalty: 894.740540
	Iteration 288Q: 3 clusters Score -1479645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1479650.125000 Penalty: 894.740540
	Iteration 289Q: 3 clusters Score -1479650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1479654.250000 Penalty: 894.740540
	Iteration 290Q: 3 clusters Score -1479654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1479653.750000 Penalty: 894.740540
	Iteration 291Q: 3 clusters Score -1479654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1479654.500000 Penalty: 894.740540
	Iteration 292Q: 3 clusters Score -1479654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1479655.875000 Penalty: 894.740540
	Iteration 293Q: 3 clusters Score -1479656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1479658.000000 Penalty: 894.740540
	Iteration 294Q: 3 clusters Score -1479658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1479658.125000 Penalty: 894.740540
	Iteration 295Q: 3 clusters Score -1479658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1479659.625000 Penalty: 894.740540
	Iteration 296Q: 3 clusters Score -1479660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1479660.500000 Penalty: 894.740540
	Iteration 297Q: 3 clusters Score -1479660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1479669.750000 Penalty: 894.740540
	Iteration 298Q: 3 clusters Score -1479670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1479670.000000 Penalty: 894.740540
	Iteration 299Q: 3 clusters Score -1479670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1479674.750000 Penalty: 894.740540
	Iteration 300F: 3 clusters Score -1479675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1479677.250000 Penalty: 894.740540
	Iteration 301Q: 3 clusters Score -1479677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1479680.375000 Penalty: 894.740540
	Iteration 302Q: 3 clusters Score -1479680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1479686.625000 Penalty: 894.740540
	Iteration 303Q: 3 clusters Score -1479687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1479690.625000 Penalty: 894.740540
	Iteration 304Q: 3 clusters Score -1479691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1479691.000000 Penalty: 894.740540
	Iteration 305Q: 3 clusters Score -1479691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1479693.125000 Penalty: 894.740540
	Iteration 306Q: 3 clusters Score -1479693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1479692.125000 Penalty: 894.740540
	Iteration 307Q: 3 clusters Score -1479692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1479691.750000 Penalty: 894.740540
	Iteration 308Q: 3 clusters Score -1479692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1479690.250000 Penalty: 894.740540
	Iteration 309Q: 3 clusters Score -1479690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1479689.750000 Penalty: 894.740540
	Iteration 310Q: 3 clusters Score -1479690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1479694.125000 Penalty: 894.740540
	Iteration 311Q: 3 clusters Score -1479694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1479693.375000 Penalty: 894.740540
	Iteration 312Q: 3 clusters Score -1479693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1479694.625000 Penalty: 894.740540
	Iteration 313Q: 3 clusters Score -1479695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1479698.500000 Penalty: 894.740540
	Iteration 314Q: 3 clusters Score -1479698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1479697.625000 Penalty: 894.740540
	Iteration 315Q: 3 clusters Score -1479698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1479698.375000 Penalty: 894.740540
	Iteration 316Q: 3 clusters Score -1479698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1479700.500000 Penalty: 894.740540
	Iteration 317Q: 3 clusters Score -1479700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1479700.375000 Penalty: 894.740540
	Iteration 318Q: 3 clusters Score -1479700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1479702.625000 Penalty: 894.740540
	Iteration 319Q: 3 clusters Score -1479703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1479703.250000 Penalty: 894.740540
	Iteration 320F: 3 clusters Score -1479703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1479703.625000 Penalty: 894.740540
	Iteration 321Q: 3 clusters Score -1479704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1479707.125000 Penalty: 894.740540
	Iteration 322Q: 3 clusters Score -1479707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1479710.875000 Penalty: 894.740540
	Iteration 323Q: 3 clusters Score -1479711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1479714.250000 Penalty: 894.740540
	Iteration 324Q: 3 clusters Score -1479714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1479717.000000 Penalty: 894.740540
	Iteration 325Q: 3 clusters Score -1479717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1479721.125000 Penalty: 894.740540
	Iteration 326Q: 3 clusters Score -1479721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1479726.750000 Penalty: 894.740540
	Iteration 327Q: 3 clusters Score -1479727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1479731.875000 Penalty: 894.740540
	Iteration 328Q: 3 clusters Score -1479732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1479741.250000 Penalty: 894.740540
	Iteration 329Q: 3 clusters Score -1479741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1479747.000000 Penalty: 894.740540
	Iteration 330Q: 3 clusters Score -1479747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1479751.125000 Penalty: 894.740540
	Iteration 331Q: 3 clusters Score -1479751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1479755.625000 Penalty: 894.740540
	Iteration 332Q: 3 clusters Score -1479756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1479760.875000 Penalty: 894.740540
	Iteration 333Q: 3 clusters Score -1479761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1479767.000000 Penalty: 894.740540
	Iteration 334Q: 3 clusters Score -1479767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1479774.125000 Penalty: 894.740540
	Iteration 335Q: 3 clusters Score -1479774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1479789.125000 Penalty: 894.740540
	Iteration 336Q: 3 clusters Score -1479789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1479803.250000 Penalty: 894.740540
	Iteration 337Q: 3 clusters Score -1479803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1479819.750000 Penalty: 894.740540
	Iteration 338Q: 3 clusters Score -1479820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1479837.750000 Penalty: 894.740540
	Iteration 339Q: 3 clusters Score -1479838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1479860.000000 Penalty: 894.740540
	Iteration 340F: 3 clusters Score -1479860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1479868.625000 Penalty: 894.740540
	Iteration 341Q: 3 clusters Score -1479869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1479872.375000 Penalty: 894.740540
	Iteration 342Q: 3 clusters Score -1479872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1479876.500000 Penalty: 894.740540
	Iteration 343Q: 3 clusters Score -1479876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1479880.375000 Penalty: 894.740540
	Iteration 344Q: 3 clusters Score -1479880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1479884.750000 Penalty: 894.740540
	Iteration 345Q: 3 clusters Score -1479885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1479885.250000 Penalty: 894.740540
	Iteration 346Q: 3 clusters Score -1479885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1479889.000000 Penalty: 894.740540
	Iteration 347Q: 3 clusters Score -1479889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1479891.875000 Penalty: 894.740540
	Iteration 348Q: 3 clusters Score -1479892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1479893.000000 Penalty: 894.740540
	Iteration 349Q: 3 clusters Score -1479893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1479897.750000 Penalty: 894.740540
	Iteration 350Q: 3 clusters Score -1479898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1479899.500000 Penalty: 894.740540
	Iteration 351Q: 3 clusters Score -1479900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1479901.250000 Penalty: 894.740540
	Iteration 352Q: 3 clusters Score -1479901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1479904.500000 Penalty: 894.740540
	Iteration 353Q: 3 clusters Score -1479904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1479908.000000 Penalty: 894.740540
	Iteration 354Q: 3 clusters Score -1479908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1479910.375000 Penalty: 894.740540
	Iteration 355Q: 3 clusters Score -1479910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1479914.000000 Penalty: 894.740540
	Iteration 356Q: 3 clusters Score -1479914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1479912.125000 Penalty: 894.740540
	Iteration 357Q: 3 clusters Score -1479912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1479912.250000 Penalty: 894.740540
	Iteration 358Q: 3 clusters Score -1479912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1479914.375000 Penalty: 894.740540
	Iteration 359Q: 3 clusters Score -1479914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1479918.125000 Penalty: 894.740540
	Iteration 360F: 3 clusters Score -1479918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1479916.250000 Penalty: 894.740540
	Iteration 361Q: 3 clusters Score -1479916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1479916.250000 Penalty: 894.740540
	Iteration 362F: 3 clusters Score -1479916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Entering Unmasked Estep 
Score: -3666055.500000 Penalty: 488.403046
	Iteration 0F: 2 clusters Score -3666056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3638477.000000 Penalty: 976.806091
	Iteration 0F: 3 clusters Score -3638477 nChanged 22291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3651779.000000 Penalty: 976.806091
	Iteration 1F: 3 clusters Score -3651779 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3652439.250000 Penalty: 976.806091
	Iteration 2Q: 3 clusters Score -3652439 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3653721.000000 Penalty: 976.806091
	Iteration 3F: 3 clusters Score -3653721 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3655825.000000 Penalty: 976.806091
	Iteration 4F: 3 clusters Score -3655825 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3658416.250000 Penalty: 976.806091
	Iteration 5F: 3 clusters Score -3658416 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3660406.750000 Penalty: 976.806091
	Iteration 6F: 3 clusters Score -3660407 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3661169.500000 Penalty: 976.806091
	Iteration 7Q: 3 clusters Score -3661170 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3661484.500000 Penalty: 976.806091
	Iteration 8Q: 3 clusters Score -3661484 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3661622.500000 Penalty: 976.806091
	Iteration 9Q: 3 clusters Score -3661622 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3661600.750000 Penalty: 976.806091
	Iteration 10Q: 3 clusters Score -3661601 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3661589.000000 Penalty: 976.806091
	Iteration 11Q: 3 clusters Score -3661589 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3661509.750000 Penalty: 976.806091
	Iteration 12Q: 3 clusters Score -3661510 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3661435.500000 Penalty: 976.806091
	Iteration 13Q: 3 clusters Score -3661436 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3661407.000000 Penalty: 976.806091
	Iteration 14Q: 3 clusters Score -3661407 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3661291.250000 Penalty: 976.806091
	Iteration 15Q: 3 clusters Score -3661291 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3661266.250000 Penalty: 976.806091
	Iteration 16Q: 3 clusters Score -3661266 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3661323.250000 Penalty: 976.806091
	Iteration 17Q: 3 clusters Score -3661323 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3661543.500000 Penalty: 976.806091
	Iteration 18Q: 3 clusters Score -3661544 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3661615.500000 Penalty: 976.806091
	Iteration 19Q: 3 clusters Score -3661616 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3661865.000000 Penalty: 976.806091
	Iteration 20F: 3 clusters Score -3661865 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3662115.500000 Penalty: 976.806091
	Iteration 21Q: 3 clusters Score -3662116 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3662323.250000 Penalty: 976.806091
	Iteration 22Q: 3 clusters Score -3662323 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -3662540.500000 Penalty: 976.806091
	Iteration 23Q: 3 clusters Score -3662540 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3662772.250000 Penalty: 976.806091
	Iteration 24Q: 3 clusters Score -3662772 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3663079.500000 Penalty: 976.806091
	Iteration 25Q: 3 clusters Score -3663080 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3663447.500000 Penalty: 976.806091
	Iteration 26Q: 3 clusters Score -3663448 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3663891.750000 Penalty: 976.806091
	Iteration 27Q: 3 clusters Score -3663892 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3664431.000000 Penalty: 976.806091
	Iteration 28Q: 3 clusters Score -3664431 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -3664883.750000 Penalty: 976.806091
	Iteration 29Q: 3 clusters Score -3664884 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3665254.500000 Penalty: 976.806091
	Iteration 30Q: 3 clusters Score -3665254 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3665407.500000 Penalty: 976.806091
	Iteration 31Q: 3 clusters Score -3665408 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3665470.250000 Penalty: 976.806091
	Iteration 32Q: 3 clusters Score -3665470 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3665533.250000 Penalty: 976.806091
	Iteration 33Q: 3 clusters Score -3665533 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3665603.750000 Penalty: 976.806091
	Iteration 34Q: 3 clusters Score -3665604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3665640.000000 Penalty: 976.806091
	Iteration 35Q: 3 clusters Score -3665640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3665668.500000 Penalty: 976.806091
	Iteration 36Q: 3 clusters Score -3665668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3665690.250000 Penalty: 976.806091
	Iteration 37Q: 3 clusters Score -3665690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3665691.000000 Penalty: 976.806091
	Iteration 38Q: 3 clusters Score -3665691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3665700.500000 Penalty: 976.806091
	Iteration 39Q: 3 clusters Score -3665700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3666357.250000 Penalty: 976.806091
	Iteration 40F: 3 clusters Score -3666357 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3666673.750000 Penalty: 976.806091
	Iteration 41Q: 3 clusters Score -3666674 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3666720.750000 Penalty: 976.806091
	Iteration 42Q: 3 clusters Score -3666721 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3666774.750000 Penalty: 976.806091
	Iteration 43Q: 3 clusters Score -3666775 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3666831.250000 Penalty: 976.806091
	Iteration 44Q: 3 clusters Score -3666831 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3666834.250000 Penalty: 976.806091
	Iteration 45Q: 3 clusters Score -3666834 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3666857.000000 Penalty: 976.806091
	Iteration 46Q: 3 clusters Score -3666857 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3666880.250000 Penalty: 976.806091
	Iteration 47Q: 3 clusters Score -3666880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3666917.500000 Penalty: 976.806091
	Iteration 48Q: 3 clusters Score -3666918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3666938.500000 Penalty: 976.806091
	Iteration 49Q: 3 clusters Score -3666938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3666919.500000 Penalty: 976.806091
	Iteration 50Q: 3 clusters Score -3666920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3666921.750000 Penalty: 976.806091
	Iteration 51Q: 3 clusters Score -3666922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3666929.500000 Penalty: 976.806091
	Iteration 52Q: 3 clusters Score -3666930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3666936.500000 Penalty: 976.806091
	Iteration 53Q: 3 clusters Score -3666936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3666955.500000 Penalty: 976.806091
	Iteration 54Q: 3 clusters Score -3666956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3666972.750000 Penalty: 976.806091
	Iteration 55Q: 3 clusters Score -3666973 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3666966.250000 Penalty: 976.806091
	Iteration 56Q: 3 clusters Score -3666966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3666976.500000 Penalty: 976.806091
	Iteration 57Q: 3 clusters Score -3666976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3666970.500000 Penalty: 976.806091
	Iteration 58Q: 3 clusters Score -3666970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3666972.500000 Penalty: 976.806091
	Iteration 59Q: 3 clusters Score -3666972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3666985.500000 Penalty: 976.806091
	Iteration 60F: 3 clusters Score -3666986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3666988.250000 Penalty: 976.806091
	Iteration 61Q: 3 clusters Score -3666988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3666984.250000 Penalty: 976.806091
	Iteration 62Q: 3 clusters Score -3666984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3666983.250000 Penalty: 976.806091
	Iteration 63Q: 3 clusters Score -3666983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3666972.500000 Penalty: 976.806091
	Iteration 64Q: 3 clusters Score -3666972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3666967.250000 Penalty: 976.806091
	Iteration 65Q: 3 clusters Score -3666967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3666969.750000 Penalty: 976.806091
	Iteration 66Q: 3 clusters Score -3666970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3666971.500000 Penalty: 976.806091
	Iteration 67Q: 3 clusters Score -3666972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3666969.500000 Penalty: 976.806091
	Iteration 68Q: 3 clusters Score -3666970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3666964.750000 Penalty: 976.806091
	Iteration 69Q: 3 clusters Score -3666965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3666981.250000 Penalty: 976.806091
	Iteration 70Q: 3 clusters Score -3666981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3666978.500000 Penalty: 976.806091
	Iteration 71Q: 3 clusters Score -3666978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3666987.250000 Penalty: 976.806091
	Iteration 72Q: 3 clusters Score -3666987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3666990.250000 Penalty: 976.806091
	Iteration 73Q: 3 clusters Score -3666990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3666988.000000 Penalty: 976.806091
	Iteration 74Q: 3 clusters Score -3666988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3666983.000000 Penalty: 976.806091
	Iteration 75Q: 3 clusters Score -3666983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3666980.000000 Penalty: 976.806091
	Iteration 76Q: 3 clusters Score -3666980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3666986.500000 Penalty: 976.806091
	Iteration 77Q: 3 clusters Score -3666986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3666982.000000 Penalty: 976.806091
	Iteration 78Q: 3 clusters Score -3666982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3666984.750000 Penalty: 976.806091
	Iteration 79Q: 3 clusters Score -3666985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3666977.750000 Penalty: 976.806091
	Iteration 80F: 3 clusters Score -3666978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3666979.250000 Penalty: 976.806091
	Iteration 81Q: 3 clusters Score -3666979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3666980.500000 Penalty: 976.806091
	Iteration 82Q: 3 clusters Score -3666980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3666979.250000 Penalty: 976.806091
	Iteration 83Q: 3 clusters Score -3666979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3666979.750000 Penalty: 976.806091
	Iteration 84Q: 3 clusters Score -3666980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3666976.000000 Penalty: 976.806091
	Iteration 85Q: 3 clusters Score -3666976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3666977.750000 Penalty: 976.806091
	Iteration 86Q: 3 clusters Score -3666978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3666981.000000 Penalty: 976.806091
	Iteration 87Q: 3 clusters Score -3666981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3666981.000000 Penalty: 976.806091
	Iteration 88F: 3 clusters Score -3666981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 27319 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1327 members 
Mstep: Class 52 contains 15067 members 
Entering Unmasked Estep 
Score: -42082148.000000 Penalty: 31300.693359
Splitting cluster 30 changes total score from -42046368.000000 to -42082148.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 31 (27319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Entering Unmasked Estep 
Score: -2042544.375000 Penalty: 464.797882
	Iteration 0F: 2 clusters Score -2042544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2024301.500000 Penalty: 929.595764
	Iteration 0F: 3 clusters Score -2024302 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2032574.500000 Penalty: 929.595764
	Iteration 1F: 3 clusters Score -2032574 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2034301.875000 Penalty: 929.595764
	Iteration 2F: 3 clusters Score -2034302 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2036217.625000 Penalty: 929.595764
	Iteration 3F: 3 clusters Score -2036218 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2037768.500000 Penalty: 929.595764
	Iteration 4F: 3 clusters Score -2037768 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2038961.625000 Penalty: 929.595764
	Iteration 5F: 3 clusters Score -2038962 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2039841.500000 Penalty: 929.595764
	Iteration 6Q: 3 clusters Score -2039842 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2040538.375000 Penalty: 929.595764
	Iteration 7Q: 3 clusters Score -2040538 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2041037.875000 Penalty: 929.595764
	Iteration 8Q: 3 clusters Score -2041038 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2041437.250000 Penalty: 929.595764
	Iteration 9Q: 3 clusters Score -2041437 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2041704.250000 Penalty: 929.595764
	Iteration 10Q: 3 clusters Score -2041704 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2041900.500000 Penalty: 929.595764
	Iteration 11Q: 3 clusters Score -2041900 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2042018.375000 Penalty: 929.595764
	Iteration 12Q: 3 clusters Score -2042018 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2042097.625000 Penalty: 929.595764
	Iteration 13Q: 3 clusters Score -2042098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2042169.375000 Penalty: 929.595764
	Iteration 14Q: 3 clusters Score -2042169 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2042250.125000 Penalty: 929.595764
	Iteration 15Q: 3 clusters Score -2042250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2042375.000000 Penalty: 929.595764
	Iteration 16Q: 3 clusters Score -2042375 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2042690.375000 Penalty: 929.595764
	Iteration 17Q: 3 clusters Score -2042690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2043045.375000 Penalty: 929.595764
	Iteration 18Q: 3 clusters Score -2043045 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2043163.125000 Penalty: 929.595764
	Iteration 19Q: 3 clusters Score -2043163 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2043195.875000 Penalty: 929.595764
	Iteration 20F: 3 clusters Score -2043196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2043203.125000 Penalty: 929.595764
	Iteration 21Q: 3 clusters Score -2043203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2043214.375000 Penalty: 929.595764
	Iteration 22Q: 3 clusters Score -2043214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2043220.750000 Penalty: 929.595764
	Iteration 23Q: 3 clusters Score -2043221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2043215.875000 Penalty: 929.595764
	Iteration 24Q: 3 clusters Score -2043216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2043220.750000 Penalty: 929.595764
	Iteration 25Q: 3 clusters Score -2043221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2043229.250000 Penalty: 929.595764
	Iteration 26Q: 3 clusters Score -2043229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2043228.625000 Penalty: 929.595764
	Iteration 27Q: 3 clusters Score -2043229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2043229.875000 Penalty: 929.595764
	Iteration 28Q: 3 clusters Score -2043230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2043231.125000 Penalty: 929.595764
	Iteration 29Q: 3 clusters Score -2043231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2043234.500000 Penalty: 929.595764
	Iteration 30Q: 3 clusters Score -2043234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2043234.625000 Penalty: 929.595764
	Iteration 31Q: 3 clusters Score -2043235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2043233.375000 Penalty: 929.595764
	Iteration 32Q: 3 clusters Score -2043233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2043232.375000 Penalty: 929.595764
	Iteration 33Q: 3 clusters Score -2043232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2043237.250000 Penalty: 929.595764
	Iteration 34Q: 3 clusters Score -2043237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2043238.125000 Penalty: 929.595764
	Iteration 35Q: 3 clusters Score -2043238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2043237.000000 Penalty: 929.595764
	Iteration 36Q: 3 clusters Score -2043237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2043237.000000 Penalty: 929.595764
	Iteration 37Q: 3 clusters Score -2043237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2043238.750000 Penalty: 929.595764
	Iteration 38Q: 3 clusters Score -2043239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2043238.750000 Penalty: 929.595764
	Iteration 39F: 3 clusters Score -2043239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 25606 members 
Mstep: Class 32 contains 762 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1327 members 
Mstep: Class 52 contains 15067 members 
Mstep: Class 53 contains 1713 members 
Entering Unmasked Estep 
Score: -42082772.000000 Penalty: 31902.630859
Splitting cluster 31 changes total score from -42046368.000000 to -42082772.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 32 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -35555.929688 Penalty: 301.935577
	Iteration 0F: 2 clusters Score -35555.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -34901.195312 Penalty: 603.871155
	Iteration 0F: 3 clusters Score -34901.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35175.101562 Penalty: 603.871155
	Iteration 1F: 3 clusters Score -35175.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -35261.906250 Penalty: 603.871155
	Iteration 2F: 3 clusters Score -35261.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35334.378906 Penalty: 603.871155
	Iteration 3F: 3 clusters Score -35334.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35418.078125 Penalty: 603.871155
	Iteration 4F: 3 clusters Score -35418.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35524.929688 Penalty: 603.871155
	Iteration 5Q: 3 clusters Score -35524.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35646.382812 Penalty: 603.871155
	Iteration 6F: 3 clusters Score -35646.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -35699.632812 Penalty: 603.871155
	Iteration 7Q: 3 clusters Score -35699.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -35712.820312 Penalty: 603.871155
	Iteration 8Q: 3 clusters Score -35712.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35722.578125 Penalty: 603.871155
	Iteration 9Q: 3 clusters Score -35722.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35739.937500 Penalty: 603.871155
	Iteration 10Q: 3 clusters Score -35739.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -35761.968750 Penalty: 603.871155
	Iteration 11Q: 3 clusters Score -35761.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -35777.074219 Penalty: 603.871155
	Iteration 12Q: 3 clusters Score -35777.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -35793.160156 Penalty: 603.871155
	Iteration 13Q: 3 clusters Score -35793.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -35809.535156 Penalty: 603.871155
	Iteration 14Q: 3 clusters Score -35809.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -35815.417969 Penalty: 603.871155
	Iteration 15Q: 3 clusters Score -35815.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35825.226562 Penalty: 603.871155
	Iteration 16Q: 3 clusters Score -35825.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35828.703125 Penalty: 603.871155
	Iteration 17Q: 3 clusters Score -35828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35835.921875 Penalty: 603.871155
	Iteration 18Q: 3 clusters Score -35835.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -35842.011719 Penalty: 603.871155
	Iteration 19Q: 3 clusters Score -35842.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -35846.113281 Penalty: 603.871155
	Iteration 20F: 3 clusters Score -35846.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -35848.660156 Penalty: 603.871155
	Iteration 21Q: 3 clusters Score -35848.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -35850.949219 Penalty: 603.871155
	Iteration 22Q: 3 clusters Score -35850.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35864.511719 Penalty: 603.871155
	Iteration 23Q: 3 clusters Score -35864.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35885.488281 Penalty: 603.871155
	Iteration 24Q: 3 clusters Score -35885.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35893.687500 Penalty: 603.871155
	Iteration 25Q: 3 clusters Score -35893.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -35899.851562 Penalty: 603.871155
	Iteration 26Q: 3 clusters Score -35899.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35903.593750 Penalty: 603.871155
	Iteration 27Q: 3 clusters Score -35903.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -35909.500000 Penalty: 603.871155
	Iteration 28Q: 3 clusters Score -35909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -35923.628906 Penalty: 603.871155
	Iteration 29Q: 3 clusters Score -35923.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35939.875000 Penalty: 603.871155
	Iteration 30Q: 3 clusters Score -35939.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35944.292969 Penalty: 603.871155
	Iteration 31Q: 3 clusters Score -35944.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -35951.097656 Penalty: 603.871155
	Iteration 32Q: 3 clusters Score -35951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35954.015625 Penalty: 603.871155
	Iteration 33Q: 3 clusters Score -35954.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35958.023438 Penalty: 603.871155
	Iteration 34Q: 3 clusters Score -35958.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35959.429688 Penalty: 603.871155
	Iteration 35Q: 3 clusters Score -35959.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35960.980469 Penalty: 603.871155
	Iteration 36Q: 3 clusters Score -35960.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35965.132812 Penalty: 603.871155
	Iteration 37Q: 3 clusters Score -35965.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35968.640625 Penalty: 603.871155
	Iteration 38Q: 3 clusters Score -35968.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -35976.875000 Penalty: 603.871155
	Iteration 39Q: 3 clusters Score -35976.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36021.578125 Penalty: 603.871155
	Iteration 40F: 3 clusters Score -36021.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36081.566406 Penalty: 603.871155
	Iteration 41Q: 3 clusters Score -36081.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -36102.042969 Penalty: 603.871155
	Iteration 42Q: 3 clusters Score -36102.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36115.507812 Penalty: 603.871155
	Iteration 43Q: 3 clusters Score -36115.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36142.777344 Penalty: 603.871155
	Iteration 44Q: 3 clusters Score -36142.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36162.507812 Penalty: 603.871155
	Iteration 45Q: 3 clusters Score -36162.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36174.695312 Penalty: 603.871155
	Iteration 46Q: 3 clusters Score -36174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36180.917969 Penalty: 603.871155
	Iteration 47Q: 3 clusters Score -36180.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36186.542969 Penalty: 603.871155
	Iteration 48Q: 3 clusters Score -36186.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36188.156250 Penalty: 603.871155
	Iteration 49Q: 3 clusters Score -36188.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -36188.156250 Penalty: 603.871155
	Iteration 50F: 3 clusters Score -36188.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 25606 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 705 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1327 members 
Mstep: Class 52 contains 15067 members 
Mstep: Class 53 contains 1713 members 
Mstep: Class 54 contains 385 members 
Entering Unmasked Estep 
Score: -42083152.000000 Penalty: 32504.566406
Splitting cluster 32 changes total score from -42046368.000000 to -42083152.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 33 (20414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Entering Unmasked Estep 
Score: -1622033.250000 Penalty: 451.540894
	Iteration 0F: 2 clusters Score -1622033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1608465.375000 Penalty: 903.081787
	Iteration 0F: 3 clusters Score -1608465 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1613756.875000 Penalty: 903.081787
	Iteration 1F: 3 clusters Score -1613757 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1614032.750000 Penalty: 903.081787
	Iteration 2Q: 3 clusters Score -1614033 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1614326.750000 Penalty: 903.081787
	Iteration 3Q: 3 clusters Score -1614327 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1614691.125000 Penalty: 903.081787
	Iteration 4Q: 3 clusters Score -1614691 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1615231.500000 Penalty: 903.081787
	Iteration 5Q: 3 clusters Score -1615232 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1616088.125000 Penalty: 903.081787
	Iteration 6F: 3 clusters Score -1616088 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1617282.125000 Penalty: 903.081787
	Iteration 7F: 3 clusters Score -1617282 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1618472.875000 Penalty: 903.081787
	Iteration 8F: 3 clusters Score -1618473 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1619073.500000 Penalty: 903.081787
	Iteration 9F: 3 clusters Score -1619074 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1619291.750000 Penalty: 903.081787
	Iteration 10Q: 3 clusters Score -1619292 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1619463.375000 Penalty: 903.081787
	Iteration 11Q: 3 clusters Score -1619463 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1619606.375000 Penalty: 903.081787
	Iteration 12Q: 3 clusters Score -1619606 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1619726.500000 Penalty: 903.081787
	Iteration 13Q: 3 clusters Score -1619726 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1619859.375000 Penalty: 903.081787
	Iteration 14Q: 3 clusters Score -1619859 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1619991.000000 Penalty: 903.081787
	Iteration 15Q: 3 clusters Score -1619991 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1620119.750000 Penalty: 903.081787
	Iteration 16Q: 3 clusters Score -1620120 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1620226.375000 Penalty: 903.081787
	Iteration 17Q: 3 clusters Score -1620226 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1620316.000000 Penalty: 903.081787
	Iteration 18Q: 3 clusters Score -1620316 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1620411.250000 Penalty: 903.081787
	Iteration 19Q: 3 clusters Score -1620411 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1620496.625000 Penalty: 903.081787
	Iteration 20F: 3 clusters Score -1620497 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1620573.500000 Penalty: 903.081787
	Iteration 21Q: 3 clusters Score -1620574 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1620646.250000 Penalty: 903.081787
	Iteration 22Q: 3 clusters Score -1620646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1620713.625000 Penalty: 903.081787
	Iteration 23Q: 3 clusters Score -1620714 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1620762.875000 Penalty: 903.081787
	Iteration 24Q: 3 clusters Score -1620763 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1620808.625000 Penalty: 903.081787
	Iteration 25Q: 3 clusters Score -1620809 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1620840.375000 Penalty: 903.081787
	Iteration 26Q: 3 clusters Score -1620840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1620873.625000 Penalty: 903.081787
	Iteration 27Q: 3 clusters Score -1620874 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1620903.875000 Penalty: 903.081787
	Iteration 28Q: 3 clusters Score -1620904 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1620932.750000 Penalty: 903.081787
	Iteration 29Q: 3 clusters Score -1620933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1620959.250000 Penalty: 903.081787
	Iteration 30Q: 3 clusters Score -1620959 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1620987.875000 Penalty: 903.081787
	Iteration 31Q: 3 clusters Score -1620988 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1621004.750000 Penalty: 903.081787
	Iteration 32Q: 3 clusters Score -1621005 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1621032.000000 Penalty: 903.081787
	Iteration 33Q: 3 clusters Score -1621032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1621066.750000 Penalty: 903.081787
	Iteration 34Q: 3 clusters Score -1621067 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1621095.000000 Penalty: 903.081787
	Iteration 35Q: 3 clusters Score -1621095 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1621130.875000 Penalty: 903.081787
	Iteration 36Q: 3 clusters Score -1621131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1621165.750000 Penalty: 903.081787
	Iteration 37Q: 3 clusters Score -1621166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1621194.000000 Penalty: 903.081787
	Iteration 38Q: 3 clusters Score -1621194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1621219.000000 Penalty: 903.081787
	Iteration 39Q: 3 clusters Score -1621219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1621240.250000 Penalty: 903.081787
	Iteration 40F: 3 clusters Score -1621240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1621267.750000 Penalty: 903.081787
	Iteration 41Q: 3 clusters Score -1621268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1621284.375000 Penalty: 903.081787
	Iteration 42Q: 3 clusters Score -1621284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1621302.625000 Penalty: 903.081787
	Iteration 43Q: 3 clusters Score -1621303 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1621315.875000 Penalty: 903.081787
	Iteration 44Q: 3 clusters Score -1621316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1621338.375000 Penalty: 903.081787
	Iteration 45Q: 3 clusters Score -1621338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1621351.125000 Penalty: 903.081787
	Iteration 46Q: 3 clusters Score -1621351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1621368.500000 Penalty: 903.081787
	Iteration 47Q: 3 clusters Score -1621368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1621396.000000 Penalty: 903.081787
	Iteration 48Q: 3 clusters Score -1621396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1621419.250000 Penalty: 903.081787
	Iteration 49Q: 3 clusters Score -1621419 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1621457.375000 Penalty: 903.081787
	Iteration 50Q: 3 clusters Score -1621457 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1621475.000000 Penalty: 903.081787
	Iteration 51Q: 3 clusters Score -1621475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1621493.875000 Penalty: 903.081787
	Iteration 52Q: 3 clusters Score -1621494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1621511.375000 Penalty: 903.081787
	Iteration 53Q: 3 clusters Score -1621511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1621527.875000 Penalty: 903.081787
	Iteration 54Q: 3 clusters Score -1621528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1621536.750000 Penalty: 903.081787
	Iteration 55Q: 3 clusters Score -1621537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1621541.625000 Penalty: 903.081787
	Iteration 56Q: 3 clusters Score -1621542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1621552.875000 Penalty: 903.081787
	Iteration 57Q: 3 clusters Score -1621553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1621564.000000 Penalty: 903.081787
	Iteration 58Q: 3 clusters Score -1621564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1621578.875000 Penalty: 903.081787
	Iteration 59Q: 3 clusters Score -1621579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1621586.250000 Penalty: 903.081787
	Iteration 60F: 3 clusters Score -1621586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1621601.250000 Penalty: 903.081787
	Iteration 61Q: 3 clusters Score -1621601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1621617.625000 Penalty: 903.081787
	Iteration 62Q: 3 clusters Score -1621618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1621624.500000 Penalty: 903.081787
	Iteration 63Q: 3 clusters Score -1621624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1621626.375000 Penalty: 903.081787
	Iteration 64Q: 3 clusters Score -1621626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1621638.500000 Penalty: 903.081787
	Iteration 65Q: 3 clusters Score -1621638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1621642.625000 Penalty: 903.081787
	Iteration 66Q: 3 clusters Score -1621643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1621649.250000 Penalty: 903.081787
	Iteration 67Q: 3 clusters Score -1621649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1621651.750000 Penalty: 903.081787
	Iteration 68Q: 3 clusters Score -1621652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1621655.000000 Penalty: 903.081787
	Iteration 69Q: 3 clusters Score -1621655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1621656.500000 Penalty: 903.081787
	Iteration 70Q: 3 clusters Score -1621656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1621658.875000 Penalty: 903.081787
	Iteration 71Q: 3 clusters Score -1621659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1621662.875000 Penalty: 903.081787
	Iteration 72Q: 3 clusters Score -1621663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1621666.500000 Penalty: 903.081787
	Iteration 73Q: 3 clusters Score -1621666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1621670.500000 Penalty: 903.081787
	Iteration 74Q: 3 clusters Score -1621670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1621673.875000 Penalty: 903.081787
	Iteration 75Q: 3 clusters Score -1621674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1621678.375000 Penalty: 903.081787
	Iteration 76Q: 3 clusters Score -1621678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1621683.625000 Penalty: 903.081787
	Iteration 77Q: 3 clusters Score -1621684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1621693.875000 Penalty: 903.081787
	Iteration 78Q: 3 clusters Score -1621694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1621700.375000 Penalty: 903.081787
	Iteration 79Q: 3 clusters Score -1621700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1621702.125000 Penalty: 903.081787
	Iteration 80F: 3 clusters Score -1621702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1621707.125000 Penalty: 903.081787
	Iteration 81Q: 3 clusters Score -1621707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1621713.250000 Penalty: 903.081787
	Iteration 82Q: 3 clusters Score -1621713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1621719.500000 Penalty: 903.081787
	Iteration 83Q: 3 clusters Score -1621720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1621724.500000 Penalty: 903.081787
	Iteration 84Q: 3 clusters Score -1621724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1621727.500000 Penalty: 903.081787
	Iteration 85Q: 3 clusters Score -1621728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1621729.250000 Penalty: 903.081787
	Iteration 86Q: 3 clusters Score -1621729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1621732.000000 Penalty: 903.081787
	Iteration 87Q: 3 clusters Score -1621732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1621734.000000 Penalty: 903.081787
	Iteration 88Q: 3 clusters Score -1621734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1621736.625000 Penalty: 903.081787
	Iteration 89Q: 3 clusters Score -1621737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1621739.625000 Penalty: 903.081787
	Iteration 90Q: 3 clusters Score -1621740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1621741.500000 Penalty: 903.081787
	Iteration 91Q: 3 clusters Score -1621742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1621742.875000 Penalty: 903.081787
	Iteration 92Q: 3 clusters Score -1621743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1621744.125000 Penalty: 903.081787
	Iteration 93Q: 3 clusters Score -1621744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1621743.875000 Penalty: 903.081787
	Iteration 94Q: 3 clusters Score -1621744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1621744.250000 Penalty: 903.081787
	Iteration 95Q: 3 clusters Score -1621744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1621744.250000 Penalty: 903.081787
	Iteration 96F: 3 clusters Score -1621744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -22102.162109 Penalty: 298.398010
	Iteration 0F: 2 clusters Score -22102.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21481.628906 Penalty: 596.796021
	Iteration 0F: 3 clusters Score -21481.63 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21848.132812 Penalty: 596.796021
	Iteration 1F: 3 clusters Score -21848.13 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21967.558594 Penalty: 596.796021
	Iteration 2F: 3 clusters Score -21967.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22018.171875 Penalty: 596.796021
	Iteration 3F: 3 clusters Score -22018.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22068.833984 Penalty: 596.796021
	Iteration 4Q: 3 clusters Score -22068.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22118.308594 Penalty: 596.796021
	Iteration 5Q: 3 clusters Score -22118.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22155.251953 Penalty: 596.796021
	Iteration 6Q: 3 clusters Score -22155.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22189.945312 Penalty: 596.796021
	Iteration 7Q: 3 clusters Score -22189.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22223.085938 Penalty: 596.796021
	Iteration 8Q: 3 clusters Score -22223.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22249.347656 Penalty: 596.796021
	Iteration 9Q: 3 clusters Score -22249.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22266.353516 Penalty: 596.796021
	Iteration 10Q: 3 clusters Score -22266.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22276.414062 Penalty: 596.796021
	Iteration 11Q: 3 clusters Score -22276.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22280.548828 Penalty: 596.796021
	Iteration 12Q: 3 clusters Score -22280.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22281.957031 Penalty: 596.796021
	Iteration 13Q: 3 clusters Score -22281.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22283.408203 Penalty: 596.796021
	Iteration 14Q: 3 clusters Score -22283.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -22284.597656 Penalty: 596.796021
	Iteration 15Q: 3 clusters Score -22284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22285.339844 Penalty: 596.796021
	Iteration 16Q: 3 clusters Score -22285.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22286.535156 Penalty: 596.796021
	Iteration 17F: 3 clusters Score -22286.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22287.673828 Penalty: 596.796021
	Iteration 18Q: 3 clusters Score -22287.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22289.568359 Penalty: 596.796021
	Iteration 19Q: 3 clusters Score -22289.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22290.425781 Penalty: 596.796021
	Iteration 20F: 3 clusters Score -22290.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 25606 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 30075 members 
Mstep: Class 36 contains 28568 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 314 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 722 members 
Mstep: Class 41 contains 4296 members 
Mstep: Class 42 contains 235 members 
Mstep: Class 43 contains 329 members 
Mstep: Class 44 contains 30184 members 
Mstep: Class 45 contains 1873 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 24562 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1327 members 
Mstep: Class 52 contains 15067 members 
Mstep: Class 53 contains 1713 members 
Mstep: Class 54 contains 385 members 
Mstep: Class 55 contains 322 members 
Entering Unmasked Estep 
Score: -42082988.000000 Penalty: 33106.503906
Splitting cluster 34 changes total score from -42046368.000000 to -42082988.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30409 members 
Mstep: Class 3 contains 63082 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 313 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1507 members 
Mstep: Class 11 contains 1692 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 17199 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 395 members 
Mstep: Class 18 contains 50495 members 
Mstep: Class 19 contains 3252 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 20563 members 
Mstep: Class 23 contains 653 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21737 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 908 members 
Mstep: Class 29 contains 18626 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 25606 members 
Mstep: Class 32 contains 377 members 
Mstep: Class 33 contains 20414 members 
Mstep: Class 34 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42096916.000000 Penalty: 33106.503906
Iteration 79Q: 56 clusters Score -4.209692e+07 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 30013 members 
Mstep: Class 3 contains 63097 members 
Mstep: Class 4 contains 48774 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 26420 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 134 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 1758 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 8741 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 49957 members 
Mstep: Class 19 contains 3230 members 
Mstep: Class 20 contains 176 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 24094 members 
Mstep: Class 23 contains 698 members 
Mstep: Class 24 contains 455 members 
Mstep: Class 25 contains 21567 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 1005 members 
Mstep: Class 28 contains 904 members 
Mstep: Class 29 contains 19539 members 
Mstep: Class 30 contains 31030 members 
Mstep: Class 31 contains 26079 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 20809 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 27297 members 
Mstep: Class 36 contains 28006 members 
Mstep: Class 37 contains 519 members 
Mstep: Class 38 contains 285 members 
Mstep: Class 39 contains 96 members 
Mstep: Class 40 contains 695 members 
Mstep: Class 41 contains 4038 members 
Mstep: Class 42 contains 234 members 
Mstep: Class 43 contains 325 members 
Mstep: Class 44 contains 31294 members 
Mstep: Class 45 contains 1727 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 329 members 
Mstep: Class 48 contains 674 members 
Mstep: Class 49 contains 23365 members 
Mstep: Class 50 contains 364 members 
Mstep: Class 51 contains 1268 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 1715 members 
Mstep: Class 54 contains 348 members 
Mstep: Class 55 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109364.000000 Penalty: 33106.503906
Iteration 80F: 56 clusters Score -4.210936e+07 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 28440 members 
Mstep: Class 3 contains 62560 members 
Mstep: Class 4 contains 42817 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 23580 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 296 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 8269 members 
Mstep: Class 15 contains 20504 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 48339 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 736 members 
Mstep: Class 22 contains 27174 members 
Mstep: Class 23 contains 698 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 21218 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 888 members 
Mstep: Class 29 contains 20185 members 
Mstep: Class 30 contains 31262 members 
Mstep: Class 31 contains 25956 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 20991 members 
Mstep: Class 34 contains 373 members 
Mstep: Class 35 contains 26173 members 
Mstep: Class 36 contains 33998 members 
Mstep: Class 37 contains 528 members 
Mstep: Class 38 contains 296 members 
Mstep: Class 39 contains 99 members 
Mstep: Class 40 contains 738 members 
Mstep: Class 41 contains 4076 members 
Mstep: Class 42 contains 239 members 
Mstep: Class 43 contains 361 members 
Mstep: Class 44 contains 31804 members 
Mstep: Class 45 contains 1718 members 
Mstep: Class 46 contains 217 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 698 members 
Mstep: Class 49 contains 24975 members 
Mstep: Class 50 contains 368 members 
Mstep: Class 51 contains 1278 members 
Mstep: Class 52 contains 15598 members 
Mstep: Class 53 contains 1736 members 
Mstep: Class 54 contains 362 members 
Mstep: Class 55 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112928.000000 Penalty: 33106.503906
Iteration 81Q: 56 clusters Score -4.211293e+07 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 26789 members 
Mstep: Class 3 contains 62741 members 
Mstep: Class 4 contains 37224 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 20894 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 162 members 
Mstep: Class 9 contains 1984 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 293 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 7918 members 
Mstep: Class 15 contains 21871 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 47395 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 198 members 
Mstep: Class 21 contains 728 members 
Mstep: Class 22 contains 29974 members 
Mstep: Class 23 contains 707 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1210 members 
Mstep: Class 28 contains 878 members 
Mstep: Class 29 contains 20769 members 
Mstep: Class 30 contains 31444 members 
Mstep: Class 31 contains 26012 members 
Mstep: Class 32 contains 388 members 
Mstep: Class 33 contains 21166 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 25540 members 
Mstep: Class 36 contains 38809 members 
Mstep: Class 37 contains 538 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 103 members 
Mstep: Class 40 contains 780 members 
Mstep: Class 41 contains 4095 members 
Mstep: Class 42 contains 242 members 
Mstep: Class 43 contains 389 members 
Mstep: Class 44 contains 31821 members 
Mstep: Class 45 contains 1667 members 
Mstep: Class 46 contains 219 members 
Mstep: Class 47 contains 335 members 
Mstep: Class 48 contains 701 members 
Mstep: Class 49 contains 26097 members 
Mstep: Class 50 contains 373 members 
Mstep: Class 51 contains 1259 members 
Mstep: Class 52 contains 16347 members 
Mstep: Class 53 contains 1769 members 
Mstep: Class 54 contains 374 members 
Mstep: Class 55 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109672.000000 Penalty: 33106.503906
Iteration 82Q: 56 clusters Score -4.210967e+07 nChanged 18116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 24964 members 
Mstep: Class 3 contains 62996 members 
Mstep: Class 4 contains 32818 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 19154 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 1969 members 
Mstep: Class 10 contains 2135 members 
Mstep: Class 11 contains 2871 members 
Mstep: Class 12 contains 289 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 7595 members 
Mstep: Class 15 contains 23346 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 358 members 
Mstep: Class 18 contains 46602 members 
Mstep: Class 19 contains 3126 members 
Mstep: Class 20 contains 200 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 31901 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 20410 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 870 members 
Mstep: Class 29 contains 21391 members 
Mstep: Class 30 contains 31566 members 
Mstep: Class 31 contains 26114 members 
Mstep: Class 32 contains 378 members 
Mstep: Class 33 contains 21459 members 
Mstep: Class 34 contains 369 members 
Mstep: Class 35 contains 25075 members 
Mstep: Class 36 contains 42344 members 
Mstep: Class 37 contains 535 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 108 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 4122 members 
Mstep: Class 42 contains 246 members 
Mstep: Class 43 contains 430 members 
Mstep: Class 44 contains 31562 members 
Mstep: Class 45 contains 1626 members 
Mstep: Class 46 contains 215 members 
Mstep: Class 47 contains 342 members 
Mstep: Class 48 contains 704 members 
Mstep: Class 49 contains 26758 members 
Mstep: Class 50 contains 367 members 
Mstep: Class 51 contains 1233 members 
Mstep: Class 52 contains 17250 members 
Mstep: Class 53 contains 1789 members 
Mstep: Class 54 contains 382 members 
Mstep: Class 55 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105932.000000 Penalty: 33106.503906
Iteration 83Q: 56 clusters Score -4.210593e+07 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 23167 members 
Mstep: Class 3 contains 62908 members 
Mstep: Class 4 contains 32010 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 17911 members 
Mstep: Class 7 contains 420 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 2269 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 285 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 7346 members 
Mstep: Class 15 contains 24754 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 362 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 3114 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 33224 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 20102 members 
Mstep: Class 26 contains 2859 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 21884 members 
Mstep: Class 30 contains 31678 members 
Mstep: Class 31 contains 26243 members 
Mstep: Class 32 contains 374 members 
Mstep: Class 33 contains 21920 members 
Mstep: Class 34 contains 369 members 
Mstep: Class 35 contains 24716 members 
Mstep: Class 36 contains 42795 members 
Mstep: Class 37 contains 534 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 109 members 
Mstep: Class 40 contains 880 members 
Mstep: Class 41 contains 4138 members 
Mstep: Class 42 contains 250 members 
Mstep: Class 43 contains 447 members 
Mstep: Class 44 contains 31106 members 
Mstep: Class 45 contains 1583 members 
Mstep: Class 46 contains 212 members 
Mstep: Class 47 contains 355 members 
Mstep: Class 48 contains 706 members 
Mstep: Class 49 contains 27147 members 
Mstep: Class 50 contains 366 members 
Mstep: Class 51 contains 1209 members 
Mstep: Class 52 contains 18252 members 
Mstep: Class 53 contains 1802 members 
Mstep: Class 54 contains 382 members 
Mstep: Class 55 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105380.000000 Penalty: 33106.503906
Iteration 84Q: 56 clusters Score -4.210538e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 21485 members 
Mstep: Class 3 contains 62633 members 
Mstep: Class 4 contains 32492 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 16986 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 161 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 7157 members 
Mstep: Class 15 contains 26004 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 45216 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 191 members 
Mstep: Class 21 contains 719 members 
Mstep: Class 22 contains 34153 members 
Mstep: Class 23 contains 730 members 
Mstep: Class 24 contains 457 members 
Mstep: Class 25 contains 19868 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1442 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 22302 members 
Mstep: Class 30 contains 31791 members 
Mstep: Class 31 contains 26369 members 
Mstep: Class 32 contains 369 members 
Mstep: Class 33 contains 22481 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 24374 members 
Mstep: Class 36 contains 42235 members 
Mstep: Class 37 contains 529 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 112 members 
Mstep: Class 40 contains 946 members 
Mstep: Class 41 contains 4155 members 
Mstep: Class 42 contains 255 members 
Mstep: Class 43 contains 451 members 
Mstep: Class 44 contains 30569 members 
Mstep: Class 45 contains 1544 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 356 members 
Mstep: Class 48 contains 707 members 
Mstep: Class 49 contains 27425 members 
Mstep: Class 50 contains 365 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 19312 members 
Mstep: Class 53 contains 1811 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106244.000000 Penalty: 33106.503906
Iteration 85Q: 56 clusters Score -4.210624e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 20025 members 
Mstep: Class 3 contains 62227 members 
Mstep: Class 4 contains 33261 members 
Mstep: Class 5 contains 434 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 160 members 
Mstep: Class 9 contains 1913 members 
Mstep: Class 10 contains 2668 members 
Mstep: Class 11 contains 3060 members 
Mstep: Class 12 contains 276 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 27012 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 44746 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 719 members 
Mstep: Class 22 contains 34879 members 
Mstep: Class 23 contains 742 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 19687 members 
Mstep: Class 26 contains 2843 members 
Mstep: Class 27 contains 1510 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 22632 members 
Mstep: Class 30 contains 31836 members 
Mstep: Class 31 contains 26426 members 
Mstep: Class 32 contains 365 members 
Mstep: Class 33 contains 23028 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 23991 members 
Mstep: Class 36 contains 41603 members 
Mstep: Class 37 contains 528 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 1007 members 
Mstep: Class 41 contains 4159 members 
Mstep: Class 42 contains 259 members 
Mstep: Class 43 contains 456 members 
Mstep: Class 44 contains 29932 members 
Mstep: Class 45 contains 1517 members 
Mstep: Class 46 contains 205 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 707 members 
Mstep: Class 49 contains 27464 members 
Mstep: Class 50 contains 359 members 
Mstep: Class 51 contains 1157 members 
Mstep: Class 52 contains 20496 members 
Mstep: Class 53 contains 1825 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107860.000000 Penalty: 33106.503906
Iteration 86Q: 56 clusters Score -4.210786e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18816 members 
Mstep: Class 3 contains 61760 members 
Mstep: Class 4 contains 33984 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 1885 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 3084 members 
Mstep: Class 12 contains 271 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 6850 members 
Mstep: Class 15 contains 27817 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 363 members 
Mstep: Class 18 contains 44479 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 35523 members 
Mstep: Class 23 contains 751 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 19446 members 
Mstep: Class 26 contains 2845 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 22901 members 
Mstep: Class 30 contains 31826 members 
Mstep: Class 31 contains 26479 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 23645 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23586 members 
Mstep: Class 36 contains 41136 members 
Mstep: Class 37 contains 530 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 125 members 
Mstep: Class 40 contains 1091 members 
Mstep: Class 41 contains 4159 members 
Mstep: Class 42 contains 264 members 
Mstep: Class 43 contains 461 members 
Mstep: Class 44 contains 29180 members 
Mstep: Class 45 contains 1487 members 
Mstep: Class 46 contains 205 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 707 members 
Mstep: Class 49 contains 27132 members 
Mstep: Class 50 contains 357 members 
Mstep: Class 51 contains 1148 members 
Mstep: Class 52 contains 21703 members 
Mstep: Class 53 contains 1839 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42110116.000000 Penalty: 33106.503906
Iteration 87Q: 56 clusters Score -4.211012e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 17608 members 
Mstep: Class 3 contains 61442 members 
Mstep: Class 4 contains 34593 members 
Mstep: Class 5 contains 434 members 
Mstep: Class 6 contains 15747 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 268 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 6720 members 
Mstep: Class 15 contains 28354 members 
Mstep: Class 16 contains 3144 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 36256 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 19198 members 
Mstep: Class 26 contains 2845 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23193 members 
Mstep: Class 30 contains 31882 members 
Mstep: Class 31 contains 26468 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 24179 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23282 members 
Mstep: Class 36 contains 40634 members 
Mstep: Class 37 contains 535 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1171 members 
Mstep: Class 41 contains 4179 members 
Mstep: Class 42 contains 267 members 
Mstep: Class 43 contains 464 members 
Mstep: Class 44 contains 28406 members 
Mstep: Class 45 contains 1454 members 
Mstep: Class 46 contains 202 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 708 members 
Mstep: Class 49 contains 26468 members 
Mstep: Class 50 contains 356 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 22982 members 
Mstep: Class 53 contains 1849 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112584.000000 Penalty: 33106.503906
Iteration 88Q: 56 clusters Score -4.211258e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 16611 members 
Mstep: Class 3 contains 61195 members 
Mstep: Class 4 contains 35231 members 
Mstep: Class 5 contains 430 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1833 members 
Mstep: Class 10 contains 3661 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 266 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 6601 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 3105 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 44070 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 37366 members 
Mstep: Class 23 contains 755 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 18983 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1630 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23440 members 
Mstep: Class 30 contains 32121 members 
Mstep: Class 31 contains 26497 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 24578 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23111 members 
Mstep: Class 36 contains 40060 members 
Mstep: Class 37 contains 539 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 126 members 
Mstep: Class 40 contains 1244 members 
Mstep: Class 41 contains 4194 members 
Mstep: Class 42 contains 269 members 
Mstep: Class 43 contains 467 members 
Mstep: Class 44 contains 27617 members 
Mstep: Class 45 contains 1421 members 
Mstep: Class 46 contains 200 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 25184 members 
Mstep: Class 50 contains 355 members 
Mstep: Class 51 contains 1145 members 
Mstep: Class 52 contains 24298 members 
Mstep: Class 53 contains 1861 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42114944.000000 Penalty: 33106.503906
Iteration 89Q: 56 clusters Score -4.211494e+07 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 60982 members 
Mstep: Class 4 contains 35828 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 16778 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1809 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 3168 members 
Mstep: Class 12 contains 262 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 6501 members 
Mstep: Class 15 contains 28098 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 43840 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 39020 members 
Mstep: Class 23 contains 757 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 18723 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1643 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23656 members 
Mstep: Class 30 contains 32507 members 
Mstep: Class 31 contains 26589 members 
Mstep: Class 32 contains 362 members 
Mstep: Class 33 contains 24877 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 22982 members 
Mstep: Class 36 contains 39510 members 
Mstep: Class 37 contains 544 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 126 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4207 members 
Mstep: Class 42 contains 273 members 
Mstep: Class 43 contains 470 members 
Mstep: Class 44 contains 26803 members 
Mstep: Class 45 contains 1388 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 22854 members 
Mstep: Class 50 contains 355 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 25699 members 
Mstep: Class 53 contains 1869 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115856.000000 Penalty: 33106.503906
Iteration 90Q: 56 clusters Score -4.211586e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14775 members 
Mstep: Class 3 contains 60761 members 
Mstep: Class 4 contains 36332 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 6 contains 18321 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1784 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 27641 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 43608 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 723 members 
Mstep: Class 22 contains 41096 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 18458 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1653 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23814 members 
Mstep: Class 30 contains 33005 members 
Mstep: Class 31 contains 26753 members 
Mstep: Class 32 contains 361 members 
Mstep: Class 33 contains 25086 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 22932 members 
Mstep: Class 36 contains 39115 members 
Mstep: Class 37 contains 547 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 126 members 
Mstep: Class 40 contains 1344 members 
Mstep: Class 41 contains 4224 members 
Mstep: Class 42 contains 279 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 25964 members 
Mstep: Class 45 contains 1351 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 710 members 
Mstep: Class 49 contains 19378 members 
Mstep: Class 50 contains 354 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 27133 members 
Mstep: Class 53 contains 1881 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42114324.000000 Penalty: 33106.503906
Iteration 91Q: 56 clusters Score -4.211432e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 60477 members 
Mstep: Class 4 contains 36894 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 20152 members 
Mstep: Class 7 contains 436 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1761 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 6378 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 3012 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 43303 members 
Mstep: Class 19 contains 3148 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 723 members 
Mstep: Class 22 contains 40997 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 18186 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 1663 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23924 members 
Mstep: Class 30 contains 33629 members 
Mstep: Class 31 contains 27084 members 
Mstep: Class 32 contains 359 members 
Mstep: Class 33 contains 25312 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 22902 members 
Mstep: Class 36 contains 38763 members 
Mstep: Class 37 contains 549 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 126 members 
Mstep: Class 40 contains 1373 members 
Mstep: Class 41 contains 4258 members 
Mstep: Class 42 contains 288 members 
Mstep: Class 43 contains 472 members 
Mstep: Class 44 contains 25022 members 
Mstep: Class 45 contains 1305 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 712 members 
Mstep: Class 49 contains 17676 members 
Mstep: Class 50 contains 353 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 28635 members 
Mstep: Class 53 contains 1890 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42113368.000000 Penalty: 33106.503906
Iteration 92Q: 56 clusters Score -4.211337e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13359 members 
Mstep: Class 3 contains 60263 members 
Mstep: Class 4 contains 37427 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 21960 members 
Mstep: Class 7 contains 439 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 3222 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 6321 members 
Mstep: Class 15 contains 26056 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 17 contains 374 members 
Mstep: Class 18 contains 43252 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 40182 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 17928 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23974 members 
Mstep: Class 30 contains 34412 members 
Mstep: Class 31 contains 27239 members 
Mstep: Class 32 contains 357 members 
Mstep: Class 33 contains 25547 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 22905 members 
Mstep: Class 36 contains 38418 members 
Mstep: Class 37 contains 551 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 4305 members 
Mstep: Class 42 contains 292 members 
Mstep: Class 43 contains 474 members 
Mstep: Class 44 contains 24059 members 
Mstep: Class 45 contains 1264 members 
Mstep: Class 46 contains 201 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 714 members 
Mstep: Class 49 contains 16614 members 
Mstep: Class 50 contains 353 members 
Mstep: Class 51 contains 1144 members 
Mstep: Class 52 contains 30172 members 
Mstep: Class 53 contains 1903 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42110892.000000 Penalty: 33106.503906
Iteration 93Q: 56 clusters Score -4.211089e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 60039 members 
Mstep: Class 4 contains 37969 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 23392 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1710 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 6268 members 
Mstep: Class 15 contains 25060 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 379 members 
Mstep: Class 18 contains 43421 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 39697 members 
Mstep: Class 23 contains 764 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 17664 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 1706 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23988 members 
Mstep: Class 30 contains 35285 members 
Mstep: Class 31 contains 27201 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 25807 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 22941 members 
Mstep: Class 36 contains 38118 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 4344 members 
Mstep: Class 42 contains 293 members 
Mstep: Class 43 contains 477 members 
Mstep: Class 44 contains 23130 members 
Mstep: Class 45 contains 1229 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 714 members 
Mstep: Class 49 contains 15529 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1142 members 
Mstep: Class 52 contains 31458 members 
Mstep: Class 53 contains 1917 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109820.000000 Penalty: 33106.503906
Iteration 94Q: 56 clusters Score -4.210982e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 59710 members 
Mstep: Class 4 contains 38577 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 24466 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 3244 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3241 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 24300 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 380 members 
Mstep: Class 18 contains 43609 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 39356 members 
Mstep: Class 23 contains 768 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 17418 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23973 members 
Mstep: Class 30 contains 36154 members 
Mstep: Class 31 contains 27031 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 26068 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 22972 members 
Mstep: Class 36 contains 37897 members 
Mstep: Class 37 contains 552 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1412 members 
Mstep: Class 41 contains 4382 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 22291 members 
Mstep: Class 45 contains 1199 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 716 members 
Mstep: Class 49 contains 14732 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1140 members 
Mstep: Class 52 contains 32263 members 
Mstep: Class 53 contains 1933 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109156.000000 Penalty: 33106.503906
Iteration 95Q: 56 clusters Score -4.210916e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 12676 members 
Mstep: Class 3 contains 59436 members 
Mstep: Class 4 contains 39137 members 
Mstep: Class 5 contains 414 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 23770 members 
Mstep: Class 16 contains 2880 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 43820 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 39233 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 17160 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23919 members 
Mstep: Class 30 contains 37006 members 
Mstep: Class 31 contains 26826 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 26201 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23028 members 
Mstep: Class 36 contains 37676 members 
Mstep: Class 37 contains 555 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1415 members 
Mstep: Class 41 contains 4406 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 481 members 
Mstep: Class 44 contains 21482 members 
Mstep: Class 45 contains 1168 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 14128 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1141 members 
Mstep: Class 52 contains 32674 members 
Mstep: Class 53 contains 1946 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107916.000000 Penalty: 33106.503906
Iteration 96Q: 56 clusters Score -4.210792e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12671 members 
Mstep: Class 3 contains 59125 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 5 contains 409 members 
Mstep: Class 6 contains 25953 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 23468 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 39108 members 
Mstep: Class 23 contains 770 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16909 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23888 members 
Mstep: Class 30 contains 37916 members 
Mstep: Class 31 contains 26665 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 26359 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23078 members 
Mstep: Class 36 contains 37416 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 128 members 
Mstep: Class 40 contains 1419 members 
Mstep: Class 41 contains 4445 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 20781 members 
Mstep: Class 45 contains 1137 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 719 members 
Mstep: Class 49 contains 13689 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1140 members 
Mstep: Class 52 contains 32658 members 
Mstep: Class 53 contains 1959 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107636.000000 Penalty: 33106.503906
Iteration 97Q: 56 clusters Score -4.210764e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 58790 members 
Mstep: Class 4 contains 40300 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 26536 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 23262 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44091 members 
Mstep: Class 19 contains 3128 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 38957 members 
Mstep: Class 23 contains 772 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16698 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23890 members 
Mstep: Class 30 contains 38866 members 
Mstep: Class 31 contains 26484 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 26470 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 23130 members 
Mstep: Class 36 contains 37203 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 304 members 
Mstep: Class 39 contains 128 members 
Mstep: Class 40 contains 1425 members 
Mstep: Class 41 contains 4468 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 20216 members 
Mstep: Class 45 contains 1120 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 722 members 
Mstep: Class 49 contains 13402 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1138 members 
Mstep: Class 52 contains 32358 members 
Mstep: Class 53 contains 1978 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107536.000000 Penalty: 33106.503906
Iteration 98Q: 56 clusters Score -4.210754e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12662 members 
Mstep: Class 3 contains 58507 members 
Mstep: Class 4 contains 40872 members 
Mstep: Class 5 contains 398 members 
Mstep: Class 6 contains 27011 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 1606 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3238 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 23116 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 44233 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 38793 members 
Mstep: Class 23 contains 776 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16514 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 1811 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23889 members 
Mstep: Class 30 contains 39800 members 
Mstep: Class 31 contains 26339 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 26548 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 23179 members 
Mstep: Class 36 contains 36918 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 128 members 
Mstep: Class 40 contains 1427 members 
Mstep: Class 41 contains 4496 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 479 members 
Mstep: Class 44 contains 19788 members 
Mstep: Class 45 contains 1112 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 13176 members 
Mstep: Class 50 contains 353 members 
Mstep: Class 51 contains 1136 members 
Mstep: Class 52 contains 31884 members 
Mstep: Class 53 contains 1995 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107268.000000 Penalty: 33106.503906
Iteration 99Q: 56 clusters Score -4.210727e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 58225 members 
Mstep: Class 4 contains 41411 members 
Mstep: Class 5 contains 395 members 
Mstep: Class 6 contains 27434 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 1593 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 23017 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 44242 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 192 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 38662 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16350 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23884 members 
Mstep: Class 30 contains 40690 members 
Mstep: Class 31 contains 26212 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 26667 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 35 contains 23217 members 
Mstep: Class 36 contains 36682 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 128 members 
Mstep: Class 40 contains 1430 members 
Mstep: Class 41 contains 4528 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 480 members 
Mstep: Class 44 contains 19451 members 
Mstep: Class 45 contains 1110 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 361 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 12993 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1135 members 
Mstep: Class 52 contains 31328 members 
Mstep: Class 53 contains 2018 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117752.000000 Penalty: 33106.503906
Iteration 100F: 56 clusters Score -4.211775e+07 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 57690 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 27846 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 156 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3228 members 
Mstep: Class 14 contains 6113 members 
Mstep: Class 15 contains 20529 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 44177 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 201 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 41131 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16177 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 1832 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23848 members 
Mstep: Class 30 contains 41500 members 
Mstep: Class 31 contains 26070 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 26708 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 23130 members 
Mstep: Class 36 contains 38969 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 303 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1430 members 
Mstep: Class 41 contains 4559 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 501 members 
Mstep: Class 44 contains 18629 members 
Mstep: Class 45 contains 1108 members 
Mstep: Class 46 contains 194 members 
Mstep: Class 47 contains 359 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 10384 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1134 members 
Mstep: Class 52 contains 35366 members 
Mstep: Class 53 contains 2043 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116720.000000 Penalty: 33106.503906
Iteration 101Q: 56 clusters Score -4.211672e+07 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 57143 members 
Mstep: Class 4 contains 39338 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 28297 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 160 members 
Mstep: Class 9 contains 1572 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 6097 members 
Mstep: Class 15 contains 18251 members 
Mstep: Class 16 contains 2865 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44069 members 
Mstep: Class 19 contains 3116 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 43331 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 16004 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23856 members 
Mstep: Class 30 contains 42449 members 
Mstep: Class 31 contains 26123 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 26854 members 
Mstep: Class 34 contains 360 members 
Mstep: Class 35 contains 23073 members 
Mstep: Class 36 contains 39763 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 126 members 
Mstep: Class 40 contains 1427 members 
Mstep: Class 41 contains 4590 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 523 members 
Mstep: Class 44 contains 17847 members 
Mstep: Class 45 contains 1105 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 352 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 7908 members 
Mstep: Class 50 contains 353 members 
Mstep: Class 51 contains 1137 members 
Mstep: Class 52 contains 38837 members 
Mstep: Class 53 contains 2069 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112388.000000 Penalty: 33106.503906
Iteration 102Q: 56 clusters Score -4.211239e+07 nChanged 14647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8640 members 
Mstep: Class 3 contains 56671 members 
Mstep: Class 4 contains 39306 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 28469 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 1559 members 
Mstep: Class 10 contains 5725 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3224 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 15702 members 
Mstep: Class 16 contains 2892 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 43841 members 
Mstep: Class 19 contains 3112 members 
Mstep: Class 20 contains 215 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 44584 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 2887 members 
Mstep: Class 27 contains 1858 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23880 members 
Mstep: Class 30 contains 43437 members 
Mstep: Class 31 contains 26191 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 27180 members 
Mstep: Class 34 contains 361 members 
Mstep: Class 35 contains 22971 members 
Mstep: Class 36 contains 40113 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 127 members 
Mstep: Class 40 contains 1431 members 
Mstep: Class 41 contains 4626 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 532 members 
Mstep: Class 44 contains 17069 members 
Mstep: Class 45 contains 1102 members 
Mstep: Class 46 contains 195 members 
Mstep: Class 47 contains 347 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 6542 members 
Mstep: Class 50 contains 353 members 
Mstep: Class 51 contains 1146 members 
Mstep: Class 52 contains 42095 members 
Mstep: Class 53 contains 2097 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42109176.000000 Penalty: 33106.503906
Iteration 103Q: 56 clusters Score -4.210918e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 56315 members 
Mstep: Class 4 contains 39232 members 
Mstep: Class 5 contains 396 members 
Mstep: Class 6 contains 28432 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 153 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 13215 members 
Mstep: Class 16 contains 2925 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 43835 members 
Mstep: Class 19 contains 3122 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 44955 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15671 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1866 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23912 members 
Mstep: Class 30 contains 44400 members 
Mstep: Class 31 contains 26192 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 27580 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 35 contains 22852 members 
Mstep: Class 36 contains 40434 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 129 members 
Mstep: Class 40 contains 1432 members 
Mstep: Class 41 contains 4657 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 539 members 
Mstep: Class 44 contains 15864 members 
Mstep: Class 45 contains 1101 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 346 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 5969 members 
Mstep: Class 50 contains 352 members 
Mstep: Class 51 contains 1154 members 
Mstep: Class 52 contains 45436 members 
Mstep: Class 53 contains 2118 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106484.000000 Penalty: 33106.503906
Iteration 104Q: 56 clusters Score -4.210648e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7560 members 
Mstep: Class 3 contains 55992 members 
Mstep: Class 4 contains 39160 members 
Mstep: Class 5 contains 398 members 
Mstep: Class 6 contains 28208 members 
Mstep: Class 7 contains 450 members 
Mstep: Class 8 contains 152 members 
Mstep: Class 9 contains 1531 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 11344 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 43929 members 
Mstep: Class 19 contains 3140 members 
Mstep: Class 20 contains 219 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 45175 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23951 members 
Mstep: Class 30 contains 45363 members 
Mstep: Class 31 contains 26118 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 27942 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 35 contains 22754 members 
Mstep: Class 36 contains 40744 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 131 members 
Mstep: Class 40 contains 1423 members 
Mstep: Class 41 contains 4701 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 542 members 
Mstep: Class 44 contains 14171 members 
Mstep: Class 45 contains 1101 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 345 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 5681 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1164 members 
Mstep: Class 52 contains 48274 members 
Mstep: Class 53 contains 2138 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42104176.000000 Penalty: 33106.503906
Iteration 105Q: 56 clusters Score -4.210418e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7405 members 
Mstep: Class 3 contains 55744 members 
Mstep: Class 4 contains 39124 members 
Mstep: Class 5 contains 394 members 
Mstep: Class 6 contains 27930 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 1517 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 3274 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3246 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 10474 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44055 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 45235 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15367 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1894 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 23979 members 
Mstep: Class 30 contains 46279 members 
Mstep: Class 31 contains 26008 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 28310 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 22634 members 
Mstep: Class 36 contains 40964 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 132 members 
Mstep: Class 40 contains 1404 members 
Mstep: Class 41 contains 4744 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 13024 members 
Mstep: Class 45 contains 1103 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 343 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 5566 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1166 members 
Mstep: Class 52 contains 49442 members 
Mstep: Class 53 contains 2165 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103036.000000 Penalty: 33106.503906
Iteration 106Q: 56 clusters Score -4.210304e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 55511 members 
Mstep: Class 4 contains 39145 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 27646 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 5963 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44201 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 45201 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15243 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 1921 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 24011 members 
Mstep: Class 30 contains 47029 members 
Mstep: Class 31 contains 25892 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 28625 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 22537 members 
Mstep: Class 36 contains 41133 members 
Mstep: Class 37 contains 571 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 4790 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 551 members 
Mstep: Class 44 contains 12363 members 
Mstep: Class 45 contains 1106 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 341 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 5547 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1172 members 
Mstep: Class 52 contains 49764 members 
Mstep: Class 53 contains 2194 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102780.000000 Penalty: 33106.503906
Iteration 107Q: 56 clusters Score -4.210278e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7210 members 
Mstep: Class 3 contains 55320 members 
Mstep: Class 4 contains 39186 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 147 members 
Mstep: Class 9 contains 1486 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 9885 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44349 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 45139 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15128 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 1953 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 23992 members 
Mstep: Class 30 contains 47554 members 
Mstep: Class 31 contains 25764 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 28897 members 
Mstep: Class 34 contains 369 members 
Mstep: Class 35 contains 22498 members 
Mstep: Class 36 contains 41288 members 
Mstep: Class 37 contains 575 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 136 members 
Mstep: Class 40 contains 1391 members 
Mstep: Class 41 contains 4839 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 551 members 
Mstep: Class 44 contains 11895 members 
Mstep: Class 45 contains 1111 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 336 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 5595 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1178 members 
Mstep: Class 52 contains 49866 members 
Mstep: Class 53 contains 2223 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102448.000000 Penalty: 33106.503906
Iteration 108Q: 56 clusters Score -4.210245e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 55191 members 
Mstep: Class 4 contains 39248 members 
Mstep: Class 5 contains 381 members 
Mstep: Class 6 contains 27071 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 9 contains 1472 members 
Mstep: Class 10 contains 6032 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 9781 members 
Mstep: Class 16 contains 3004 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 44428 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 227 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 45057 members 
Mstep: Class 23 contains 786 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 15040 members 
Mstep: Class 26 contains 2938 members 
Mstep: Class 27 contains 1978 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 47871 members 
Mstep: Class 31 contains 25690 members 
Mstep: Class 32 contains 350 members 
Mstep: Class 33 contains 29213 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22486 members 
Mstep: Class 36 contains 41400 members 
Mstep: Class 37 contains 578 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1383 members 
Mstep: Class 41 contains 4887 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 551 members 
Mstep: Class 44 contains 11564 members 
Mstep: Class 45 contains 1113 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 335 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 5631 members 
Mstep: Class 50 contains 350 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49908 members 
Mstep: Class 53 contains 2252 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102092.000000 Penalty: 33106.503906
Iteration 109Q: 56 clusters Score -4.210209e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 55027 members 
Mstep: Class 4 contains 39322 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 26810 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 9 contains 1459 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44524 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44919 members 
Mstep: Class 23 contains 787 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14958 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 2010 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 23927 members 
Mstep: Class 30 contains 48055 members 
Mstep: Class 31 contains 25598 members 
Mstep: Class 32 contains 349 members 
Mstep: Class 33 contains 29538 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 22498 members 
Mstep: Class 36 contains 41500 members 
Mstep: Class 37 contains 580 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1378 members 
Mstep: Class 41 contains 4927 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 551 members 
Mstep: Class 44 contains 11337 members 
Mstep: Class 45 contains 1108 members 
Mstep: Class 46 contains 196 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 5696 members 
Mstep: Class 50 contains 351 members 
Mstep: Class 51 contains 1178 members 
Mstep: Class 52 contains 49863 members 
Mstep: Class 53 contains 2283 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42102440.000000 Penalty: 33106.503906
Iteration 110Q: 56 clusters Score -4.210244e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 54860 members 
Mstep: Class 4 contains 39419 members 
Mstep: Class 5 contains 377 members 
Mstep: Class 6 contains 26578 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 9797 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 44587 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 44742 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14894 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 2038 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 23904 members 
Mstep: Class 30 contains 48102 members 
Mstep: Class 31 contains 25548 members 
Mstep: Class 32 contains 348 members 
Mstep: Class 33 contains 29849 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 22496 members 
Mstep: Class 36 contains 41589 members 
Mstep: Class 37 contains 581 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1373 members 
Mstep: Class 41 contains 4971 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11178 members 
Mstep: Class 45 contains 1108 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 5750 members 
Mstep: Class 50 contains 349 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 49868 members 
Mstep: Class 53 contains 2311 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103256.000000 Penalty: 33106.503906
Iteration 111Q: 56 clusters Score -4.210326e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 54756 members 
Mstep: Class 4 contains 39494 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 26343 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 146 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 9864 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44588 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 44626 members 
Mstep: Class 23 contains 789 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 2969 members 
Mstep: Class 27 contains 2073 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 23873 members 
Mstep: Class 30 contains 48071 members 
Mstep: Class 31 contains 25482 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 30133 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22506 members 
Mstep: Class 36 contains 41652 members 
Mstep: Class 37 contains 582 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1367 members 
Mstep: Class 41 contains 5020 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 11090 members 
Mstep: Class 45 contains 1108 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 5839 members 
Mstep: Class 50 contains 348 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 49839 members 
Mstep: Class 53 contains 2331 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42103584.000000 Penalty: 33106.503906
Iteration 112Q: 56 clusters Score -4.210358e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 54639 members 
Mstep: Class 4 contains 39559 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 26097 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 148 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3269 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 9952 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44572 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 44470 members 
Mstep: Class 23 contains 786 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 2100 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 23861 members 
Mstep: Class 30 contains 47988 members 
Mstep: Class 31 contains 25409 members 
Mstep: Class 32 contains 346 members 
Mstep: Class 33 contains 30470 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22517 members 
Mstep: Class 36 contains 41713 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 136 members 
Mstep: Class 40 contains 1366 members 
Mstep: Class 41 contains 5056 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11078 members 
Mstep: Class 45 contains 1110 members 
Mstep: Class 46 contains 197 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 5949 members 
Mstep: Class 50 contains 348 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 49806 members 
Mstep: Class 53 contains 2365 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42104208.000000 Penalty: 33106.503906
Iteration 113Q: 56 clusters Score -4.210421e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 54531 members 
Mstep: Class 4 contains 39627 members 
Mstep: Class 5 contains 372 members 
Mstep: Class 6 contains 25854 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1426 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 10058 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44537 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44386 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14759 members 
Mstep: Class 26 contains 2973 members 
Mstep: Class 27 contains 2129 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 23850 members 
Mstep: Class 30 contains 47865 members 
Mstep: Class 31 contains 25337 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 30714 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22513 members 
Mstep: Class 36 contains 41759 members 
Mstep: Class 37 contains 585 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 135 members 
Mstep: Class 40 contains 1366 members 
Mstep: Class 41 contains 5078 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11115 members 
Mstep: Class 45 contains 1110 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 6090 members 
Mstep: Class 50 contains 347 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 49789 members 
Mstep: Class 53 contains 2402 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42104952.000000 Penalty: 33106.503906
Iteration 114Q: 56 clusters Score -4.210495e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 54436 members 
Mstep: Class 4 contains 39677 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 25605 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1418 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 6092 members 
Mstep: Class 15 contains 10213 members 
Mstep: Class 16 contains 2834 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44451 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44320 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14729 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 23844 members 
Mstep: Class 30 contains 47752 members 
Mstep: Class 31 contains 25278 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 30954 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22521 members 
Mstep: Class 36 contains 41807 members 
Mstep: Class 37 contains 590 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1363 members 
Mstep: Class 41 contains 5106 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11144 members 
Mstep: Class 45 contains 1114 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 6266 members 
Mstep: Class 50 contains 346 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 49742 members 
Mstep: Class 53 contains 2430 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42105612.000000 Penalty: 33106.503906
Iteration 115Q: 56 clusters Score -4.210561e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 54361 members 
Mstep: Class 4 contains 39725 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44433 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44271 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23839 members 
Mstep: Class 30 contains 47629 members 
Mstep: Class 31 contains 25208 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31162 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22535 members 
Mstep: Class 36 contains 41838 members 
Mstep: Class 37 contains 591 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1363 members 
Mstep: Class 41 contains 5140 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11182 members 
Mstep: Class 45 contains 1118 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 6439 members 
Mstep: Class 50 contains 346 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49664 members 
Mstep: Class 53 contains 2459 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106404.000000 Penalty: 33106.503906
Iteration 116Q: 56 clusters Score -4.21064e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 54313 members 
Mstep: Class 4 contains 39755 members 
Mstep: Class 5 contains 375 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 10574 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44408 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44196 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14616 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23827 members 
Mstep: Class 30 contains 47510 members 
Mstep: Class 31 contains 25161 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31376 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22564 members 
Mstep: Class 36 contains 41863 members 
Mstep: Class 37 contains 591 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5174 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11219 members 
Mstep: Class 45 contains 1122 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 6609 members 
Mstep: Class 50 contains 345 members 
Mstep: Class 51 contains 1178 members 
Mstep: Class 52 contains 49588 members 
Mstep: Class 53 contains 2483 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42106904.000000 Penalty: 33106.503906
Iteration 117Q: 56 clusters Score -4.21069e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 54225 members 
Mstep: Class 4 contains 39789 members 
Mstep: Class 5 contains 374 members 
Mstep: Class 6 contains 24894 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1385 members 
Mstep: Class 10 contains 6160 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 10763 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44365 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 44125 members 
Mstep: Class 23 contains 782 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14569 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 47388 members 
Mstep: Class 31 contains 25102 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31605 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22591 members 
Mstep: Class 36 contains 41908 members 
Mstep: Class 37 contains 592 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 5201 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11280 members 
Mstep: Class 45 contains 1127 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6780 members 
Mstep: Class 50 contains 345 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 49498 members 
Mstep: Class 53 contains 2501 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42107356.000000 Penalty: 33106.503906
Iteration 118Q: 56 clusters Score -4.210736e+07 nChanged 2243
Entering ConstructFrom: 
Score: -42107356.000000 Penalty: 33106.503906
Entering ConstructFrom: 
Trying to split cluster 1 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -377167.468750 Penalty: 385.227203
	Iteration 0F: 2 clusters Score -377167.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -373965.156250 Penalty: 770.454407
	Iteration 0F: 3 clusters Score -373965.2 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -375209.593750 Penalty: 770.454407
	Iteration 1F: 3 clusters Score -375209.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -375334.656250 Penalty: 770.454407
	Iteration 2F: 3 clusters Score -375334.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -375447.062500 Penalty: 770.454407
	Iteration 3Q: 3 clusters Score -375447.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -375592.812500 Penalty: 770.454407
	Iteration 4Q: 3 clusters Score -375592.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -375771.906250 Penalty: 770.454407
	Iteration 5Q: 3 clusters Score -375771.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -375943.468750 Penalty: 770.454407
	Iteration 6Q: 3 clusters Score -375943.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -376050.750000 Penalty: 770.454407
	Iteration 7Q: 3 clusters Score -376050.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -376108.875000 Penalty: 770.454407
	Iteration 8Q: 3 clusters Score -376108.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -376143.781250 Penalty: 770.454407
	Iteration 9Q: 3 clusters Score -376143.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -376169.906250 Penalty: 770.454407
	Iteration 10Q: 3 clusters Score -376169.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -376192.875000 Penalty: 770.454407
	Iteration 11Q: 3 clusters Score -376192.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -376213.593750 Penalty: 770.454407
	Iteration 12Q: 3 clusters Score -376213.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -376234.218750 Penalty: 770.454407
	Iteration 13Q: 3 clusters Score -376234.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -376253.937500 Penalty: 770.454407
	Iteration 14Q: 3 clusters Score -376253.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -376276.875000 Penalty: 770.454407
	Iteration 15Q: 3 clusters Score -376276.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -376303.031250 Penalty: 770.454407
	Iteration 16Q: 3 clusters Score -376303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -376324.343750 Penalty: 770.454407
	Iteration 17Q: 3 clusters Score -376324.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -376341.250000 Penalty: 770.454407
	Iteration 18Q: 3 clusters Score -376341.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -376357.968750 Penalty: 770.454407
	Iteration 19Q: 3 clusters Score -376358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -376380.656250 Penalty: 770.454407
	Iteration 20F: 3 clusters Score -376380.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -376405.968750 Penalty: 770.454407
	Iteration 21Q: 3 clusters Score -376406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -376426.375000 Penalty: 770.454407
	Iteration 22Q: 3 clusters Score -376426.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -376448.531250 Penalty: 770.454407
	Iteration 23Q: 3 clusters Score -376448.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -376476.250000 Penalty: 770.454407
	Iteration 24Q: 3 clusters Score -376476.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -376511.937500 Penalty: 770.454407
	Iteration 25Q: 3 clusters Score -376511.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -376546.281250 Penalty: 770.454407
	Iteration 26Q: 3 clusters Score -376546.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -376580.437500 Penalty: 770.454407
	Iteration 27Q: 3 clusters Score -376580.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -376601.312500 Penalty: 770.454407
	Iteration 28Q: 3 clusters Score -376601.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -376628.593750 Penalty: 770.454407
	Iteration 29Q: 3 clusters Score -376628.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -376659.531250 Penalty: 770.454407
	Iteration 30Q: 3 clusters Score -376659.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -376681.781250 Penalty: 770.454407
	Iteration 31Q: 3 clusters Score -376681.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -376704.406250 Penalty: 770.454407
	Iteration 32Q: 3 clusters Score -376704.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -376722.687500 Penalty: 770.454407
	Iteration 33Q: 3 clusters Score -376722.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -376745.406250 Penalty: 770.454407
	Iteration 34Q: 3 clusters Score -376745.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -376764.343750 Penalty: 770.454407
	Iteration 35Q: 3 clusters Score -376764.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -376777.218750 Penalty: 770.454407
	Iteration 36Q: 3 clusters Score -376777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -376786.468750 Penalty: 770.454407
	Iteration 37Q: 3 clusters Score -376786.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -376792.125000 Penalty: 770.454407
	Iteration 38Q: 3 clusters Score -376792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -376797.125000 Penalty: 770.454407
	Iteration 39Q: 3 clusters Score -376797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -376807.281250 Penalty: 770.454407
	Iteration 40F: 3 clusters Score -376807.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -376815.531250 Penalty: 770.454407
	Iteration 41Q: 3 clusters Score -376815.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -376819.500000 Penalty: 770.454407
	Iteration 42Q: 3 clusters Score -376819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -376820.750000 Penalty: 770.454407
	Iteration 43Q: 3 clusters Score -376820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -376822.906250 Penalty: 770.454407
	Iteration 44Q: 3 clusters Score -376822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -376827.500000 Penalty: 770.454407
	Iteration 45Q: 3 clusters Score -376827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -376830.906250 Penalty: 770.454407
	Iteration 46Q: 3 clusters Score -376830.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -376833.687500 Penalty: 770.454407
	Iteration 47Q: 3 clusters Score -376833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -376834.718750 Penalty: 770.454407
	Iteration 48Q: 3 clusters Score -376834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -376836.031250 Penalty: 770.454407
	Iteration 49Q: 3 clusters Score -376836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -376836.750000 Penalty: 770.454407
	Iteration 50Q: 3 clusters Score -376836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -376838.062500 Penalty: 770.454407
	Iteration 51Q: 3 clusters Score -376838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -376838.687500 Penalty: 770.454407
	Iteration 52Q: 3 clusters Score -376838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -376838.750000 Penalty: 770.454407
	Iteration 53Q: 3 clusters Score -376838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -376839.687500 Penalty: 770.454407
	Iteration 54Q: 3 clusters Score -376839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -376839.687500 Penalty: 770.454407
	Iteration 55F: 3 clusters Score -376839.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -553173.437500 Penalty: 401.429047
	Iteration 0F: 2 clusters Score -553173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -548569.375000 Penalty: 802.858093
	Iteration 0F: 3 clusters Score -548569.4 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -550288.375000 Penalty: 802.858093
	Iteration 1F: 3 clusters Score -550288.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -550405.625000 Penalty: 802.858093
	Iteration 2Q: 3 clusters Score -550405.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -550531.375000 Penalty: 802.858093
	Iteration 3Q: 3 clusters Score -550531.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -550667.812500 Penalty: 802.858093
	Iteration 4Q: 3 clusters Score -550667.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -550865.000000 Penalty: 802.858093
	Iteration 5F: 3 clusters Score -550865 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -551150.187500 Penalty: 802.858093
	Iteration 6F: 3 clusters Score -551150.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -551498.125000 Penalty: 802.858093
	Iteration 7F: 3 clusters Score -551498.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -551869.750000 Penalty: 802.858093
	Iteration 8F: 3 clusters Score -551869.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -552188.062500 Penalty: 802.858093
	Iteration 9F: 3 clusters Score -552188.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -552403.000000 Penalty: 802.858093
	Iteration 10Q: 3 clusters Score -552403 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -552558.125000 Penalty: 802.858093
	Iteration 11Q: 3 clusters Score -552558.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -552634.062500 Penalty: 802.858093
	Iteration 12Q: 3 clusters Score -552634.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -552696.812500 Penalty: 802.858093
	Iteration 13Q: 3 clusters Score -552696.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -552728.000000 Penalty: 802.858093
	Iteration 14Q: 3 clusters Score -552728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -552765.562500 Penalty: 802.858093
	Iteration 15Q: 3 clusters Score -552765.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -552788.375000 Penalty: 802.858093
	Iteration 16Q: 3 clusters Score -552788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -552802.000000 Penalty: 802.858093
	Iteration 17Q: 3 clusters Score -552802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -552811.062500 Penalty: 802.858093
	Iteration 18Q: 3 clusters Score -552811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -552817.625000 Penalty: 802.858093
	Iteration 19Q: 3 clusters Score -552817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -552828.812500 Penalty: 802.858093
	Iteration 20F: 3 clusters Score -552828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -552833.437500 Penalty: 802.858093
	Iteration 21Q: 3 clusters Score -552833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -552838.062500 Penalty: 802.858093
	Iteration 22Q: 3 clusters Score -552838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -552840.562500 Penalty: 802.858093
	Iteration 23Q: 3 clusters Score -552840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -552843.000000 Penalty: 802.858093
	Iteration 24Q: 3 clusters Score -552843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -552844.500000 Penalty: 802.858093
	Iteration 25Q: 3 clusters Score -552844.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -552844.500000 Penalty: 802.858093
	Iteration 26F: 3 clusters Score -552844.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Entering Unmasked Estep 
Score: -4326518.000000 Penalty: 495.958099
	Iteration 0F: 2 clusters Score -4326518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -4309062.000000 Penalty: 991.916199
	Iteration 0F: 3 clusters Score -4309062 nChanged 26452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -4326685.500000 Penalty: 991.916199
	Iteration 1F: 3 clusters Score -4326686 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4329506.500000 Penalty: 991.916199
	Iteration 2F: 3 clusters Score -4329506 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4331432.000000 Penalty: 991.916199
	Iteration 3F: 3 clusters Score -4331432 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4332296.500000 Penalty: 991.916199
	Iteration 4F: 3 clusters Score -4332296 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4332323.500000 Penalty: 991.916199
	Iteration 5Q: 3 clusters Score -4332324 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4332055.500000 Penalty: 991.916199
	Iteration 6Q: 3 clusters Score -4332056 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4331789.000000 Penalty: 991.916199
	Iteration 7Q: 3 clusters Score -4331789 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4331747.000000 Penalty: 991.916199
	Iteration 8Q: 3 clusters Score -4331747 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4331806.000000 Penalty: 991.916199
	Iteration 9Q: 3 clusters Score -4331806 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4331969.000000 Penalty: 991.916199
	Iteration 10Q: 3 clusters Score -4331969 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4332300.000000 Penalty: 991.916199
	Iteration 11Q: 3 clusters Score -4332300 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4332733.000000 Penalty: 991.916199
	Iteration 12Q: 3 clusters Score -4332733 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4333384.500000 Penalty: 991.916199
	Iteration 13Q: 3 clusters Score -4333384 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4333962.500000 Penalty: 991.916199
	Iteration 14Q: 3 clusters Score -4333962 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4334456.500000 Penalty: 991.916199
	Iteration 15Q: 3 clusters Score -4334456 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4334904.000000 Penalty: 991.916199
	Iteration 16Q: 3 clusters Score -4334904 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4335209.000000 Penalty: 991.916199
	Iteration 17Q: 3 clusters Score -4335209 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4335462.000000 Penalty: 991.916199
	Iteration 18Q: 3 clusters Score -4335462 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -4335560.000000 Penalty: 991.916199
	Iteration 19Q: 3 clusters Score -4335560 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -4335777.000000 Penalty: 991.916199
	Iteration 20F: 3 clusters Score -4335777 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4335904.000000 Penalty: 991.916199
	Iteration 21Q: 3 clusters Score -4335904 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4336046.500000 Penalty: 991.916199
	Iteration 22Q: 3 clusters Score -4336046 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4336143.000000 Penalty: 991.916199
	Iteration 23Q: 3 clusters Score -4336143 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4336276.000000 Penalty: 991.916199
	Iteration 24Q: 3 clusters Score -4336276 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4336383.000000 Penalty: 991.916199
	Iteration 25Q: 3 clusters Score -4336383 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -4336528.000000 Penalty: 991.916199
	Iteration 26Q: 3 clusters Score -4336528 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4336662.500000 Penalty: 991.916199
	Iteration 27Q: 3 clusters Score -4336662 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4336698.000000 Penalty: 991.916199
	Iteration 28Q: 3 clusters Score -4336698 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -4336802.000000 Penalty: 991.916199
	Iteration 29Q: 3 clusters Score -4336802 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4336880.000000 Penalty: 991.916199
	Iteration 30Q: 3 clusters Score -4336880 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4336973.500000 Penalty: 991.916199
	Iteration 31Q: 3 clusters Score -4336974 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4337040.000000 Penalty: 991.916199
	Iteration 32Q: 3 clusters Score -4337040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4337107.000000 Penalty: 991.916199
	Iteration 33Q: 3 clusters Score -4337107 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4337167.500000 Penalty: 991.916199
	Iteration 34Q: 3 clusters Score -4337168 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4337233.500000 Penalty: 991.916199
	Iteration 35Q: 3 clusters Score -4337234 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -4337264.000000 Penalty: 991.916199
	Iteration 36Q: 3 clusters Score -4337264 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4337312.500000 Penalty: 991.916199
	Iteration 37Q: 3 clusters Score -4337312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4337370.500000 Penalty: 991.916199
	Iteration 38Q: 3 clusters Score -4337370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4337388.500000 Penalty: 991.916199
	Iteration 39Q: 3 clusters Score -4337388 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4337440.000000 Penalty: 991.916199
	Iteration 40F: 3 clusters Score -4337440 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4337465.000000 Penalty: 991.916199
	Iteration 41Q: 3 clusters Score -4337465 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4337504.500000 Penalty: 991.916199
	Iteration 42Q: 3 clusters Score -4337504 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4337534.500000 Penalty: 991.916199
	Iteration 43Q: 3 clusters Score -4337534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4337534.500000 Penalty: 991.916199
	Iteration 44Q: 3 clusters Score -4337534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4337534.500000 Penalty: 991.916199
	Iteration 45Q: 3 clusters Score -4337534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4337552.500000 Penalty: 991.916199
	Iteration 46Q: 3 clusters Score -4337552 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4337586.000000 Penalty: 991.916199
	Iteration 47Q: 3 clusters Score -4337586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4337570.000000 Penalty: 991.916199
	Iteration 48Q: 3 clusters Score -4337570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4337592.500000 Penalty: 991.916199
	Iteration 49Q: 3 clusters Score -4337592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4337617.500000 Penalty: 991.916199
	Iteration 50Q: 3 clusters Score -4337618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4337608.000000 Penalty: 991.916199
	Iteration 51Q: 3 clusters Score -4337608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4337611.500000 Penalty: 991.916199
	Iteration 52Q: 3 clusters Score -4337612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -4337622.500000 Penalty: 991.916199
	Iteration 53Q: 3 clusters Score -4337622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4337632.500000 Penalty: 991.916199
	Iteration 54Q: 3 clusters Score -4337632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -4337617.500000 Penalty: 991.916199
	Iteration 55Q: 3 clusters Score -4337618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4337636.500000 Penalty: 991.916199
	Iteration 56Q: 3 clusters Score -4337636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4337639.500000 Penalty: 991.916199
	Iteration 57Q: 3 clusters Score -4337640 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -4337643.000000 Penalty: 991.916199
	Iteration 58Q: 3 clusters Score -4337643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4337631.500000 Penalty: 991.916199
	Iteration 59Q: 3 clusters Score -4337632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4337631.000000 Penalty: 991.916199
	Iteration 60F: 3 clusters Score -4337631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4337639.000000 Penalty: 991.916199
	Iteration 61Q: 3 clusters Score -4337639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4337633.000000 Penalty: 991.916199
	Iteration 62Q: 3 clusters Score -4337633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4337629.000000 Penalty: 991.916199
	Iteration 63Q: 3 clusters Score -4337629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4337658.500000 Penalty: 991.916199
	Iteration 64Q: 3 clusters Score -4337658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4337663.000000 Penalty: 991.916199
	Iteration 65Q: 3 clusters Score -4337663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4337654.000000 Penalty: 991.916199
	Iteration 66Q: 3 clusters Score -4337654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4337668.000000 Penalty: 991.916199
	Iteration 67Q: 3 clusters Score -4337668 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4337689.500000 Penalty: 991.916199
	Iteration 68Q: 3 clusters Score -4337690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4337683.000000 Penalty: 991.916199
	Iteration 69Q: 3 clusters Score -4337683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4337688.500000 Penalty: 991.916199
	Iteration 70Q: 3 clusters Score -4337688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4337688.500000 Penalty: 991.916199
	Iteration 71Q: 3 clusters Score -4337688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4337698.500000 Penalty: 991.916199
	Iteration 72Q: 3 clusters Score -4337698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -4337695.000000 Penalty: 991.916199
	Iteration 73Q: 3 clusters Score -4337695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -4337687.000000 Penalty: 991.916199
	Iteration 74Q: 3 clusters Score -4337687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4337691.000000 Penalty: 991.916199
	Iteration 75Q: 3 clusters Score -4337691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4337697.000000 Penalty: 991.916199
	Iteration 76Q: 3 clusters Score -4337697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4337694.000000 Penalty: 991.916199
	Iteration 77Q: 3 clusters Score -4337694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4337695.500000 Penalty: 991.916199
	Iteration 78Q: 3 clusters Score -4337696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4337705.500000 Penalty: 991.916199
	Iteration 79Q: 3 clusters Score -4337706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4337710.000000 Penalty: 991.916199
	Iteration 80F: 3 clusters Score -4337710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4337709.500000 Penalty: 991.916199
	Iteration 81Q: 3 clusters Score -4337710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4337722.000000 Penalty: 991.916199
	Iteration 82Q: 3 clusters Score -4337722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -4337707.500000 Penalty: 991.916199
	Iteration 83Q: 3 clusters Score -4337708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4337694.000000 Penalty: 991.916199
	Iteration 84Q: 3 clusters Score -4337694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4337689.000000 Penalty: 991.916199
	Iteration 85Q: 3 clusters Score -4337689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4337687.000000 Penalty: 991.916199
	Iteration 86Q: 3 clusters Score -4337687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4337690.500000 Penalty: 991.916199
	Iteration 87Q: 3 clusters Score -4337690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4337705.000000 Penalty: 991.916199
	Iteration 88Q: 3 clusters Score -4337705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4337701.000000 Penalty: 991.916199
	Iteration 89Q: 3 clusters Score -4337701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4337692.500000 Penalty: 991.916199
	Iteration 90Q: 3 clusters Score -4337692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4337698.000000 Penalty: 991.916199
	Iteration 91Q: 3 clusters Score -4337698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4337686.500000 Penalty: 991.916199
	Iteration 92Q: 3 clusters Score -4337686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4337699.500000 Penalty: 991.916199
	Iteration 93Q: 3 clusters Score -4337700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4337705.500000 Penalty: 991.916199
	Iteration 94Q: 3 clusters Score -4337706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4337702.500000 Penalty: 991.916199
	Iteration 95Q: 3 clusters Score -4337702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4337706.500000 Penalty: 991.916199
	Iteration 96Q: 3 clusters Score -4337706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4337712.000000 Penalty: 991.916199
	Iteration 97Q: 3 clusters Score -4337712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4337711.000000 Penalty: 991.916199
	Iteration 98Q: 3 clusters Score -4337711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4337715.000000 Penalty: 991.916199
	Iteration 99Q: 3 clusters Score -4337715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4337699.500000 Penalty: 991.916199
	Iteration 100F: 3 clusters Score -4337700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4337715.500000 Penalty: 991.916199
	Iteration 101Q: 3 clusters Score -4337716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4337714.500000 Penalty: 991.916199
	Iteration 102Q: 3 clusters Score -4337714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4337723.500000 Penalty: 991.916199
	Iteration 103Q: 3 clusters Score -4337724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4337721.500000 Penalty: 991.916199
	Iteration 104Q: 3 clusters Score -4337722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4337727.000000 Penalty: 991.916199
	Iteration 105Q: 3 clusters Score -4337727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4337727.500000 Penalty: 991.916199
	Iteration 106Q: 3 clusters Score -4337728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4337739.500000 Penalty: 991.916199
	Iteration 107Q: 3 clusters Score -4337740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -4337754.500000 Penalty: 991.916199
	Iteration 108Q: 3 clusters Score -4337754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4337759.000000 Penalty: 991.916199
	Iteration 109Q: 3 clusters Score -4337759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4337751.500000 Penalty: 991.916199
	Iteration 110Q: 3 clusters Score -4337752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4337761.500000 Penalty: 991.916199
	Iteration 111Q: 3 clusters Score -4337762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4337762.500000 Penalty: 991.916199
	Iteration 112Q: 3 clusters Score -4337762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4337776.500000 Penalty: 991.916199
	Iteration 113Q: 3 clusters Score -4337776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -4337764.000000 Penalty: 991.916199
	Iteration 114Q: 3 clusters Score -4337764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4337757.500000 Penalty: 991.916199
	Iteration 115Q: 3 clusters Score -4337758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4337759.000000 Penalty: 991.916199
	Iteration 116Q: 3 clusters Score -4337759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4337771.500000 Penalty: 991.916199
	Iteration 117Q: 3 clusters Score -4337772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4337776.500000 Penalty: 991.916199
	Iteration 118Q: 3 clusters Score -4337776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4337779.000000 Penalty: 991.916199
	Iteration 119Q: 3 clusters Score -4337779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4337779.500000 Penalty: 991.916199
	Iteration 120F: 3 clusters Score -4337780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4337783.000000 Penalty: 991.916199
	Iteration 121Q: 3 clusters Score -4337783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4337795.000000 Penalty: 991.916199
	Iteration 122Q: 3 clusters Score -4337795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4337800.000000 Penalty: 991.916199
	Iteration 123Q: 3 clusters Score -4337800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4337800.500000 Penalty: 991.916199
	Iteration 124Q: 3 clusters Score -4337800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4337807.500000 Penalty: 991.916199
	Iteration 125Q: 3 clusters Score -4337808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4337805.500000 Penalty: 991.916199
	Iteration 126Q: 3 clusters Score -4337806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4337802.000000 Penalty: 991.916199
	Iteration 127Q: 3 clusters Score -4337802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4337802.500000 Penalty: 991.916199
	Iteration 128Q: 3 clusters Score -4337802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4337804.000000 Penalty: 991.916199
	Iteration 129Q: 3 clusters Score -4337804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4337804.000000 Penalty: 991.916199
	Iteration 130F: 3 clusters Score -4337804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 149 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 44047 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Entering Unmasked Estep 
Score: -42119088.000000 Penalty: 33708.441406
Splitting cluster 3 changes total score from -42107356.000000 to -42119088.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 4 (39828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Entering Unmasked Estep 
Score: -3187118.250000 Penalty: 481.950806
	Iteration 0F: 2 clusters Score -3187118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3164117.250000 Penalty: 963.901611
	Iteration 0F: 3 clusters Score -3164117 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3175918.000000 Penalty: 963.901611
	Iteration 1F: 3 clusters Score -3175918 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3177077.500000 Penalty: 963.901611
	Iteration 2F: 3 clusters Score -3177078 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3178885.500000 Penalty: 963.901611
	Iteration 3F: 3 clusters Score -3178886 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3181125.000000 Penalty: 963.901611
	Iteration 4F: 3 clusters Score -3181125 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3182517.500000 Penalty: 963.901611
	Iteration 5F: 3 clusters Score -3182518 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3182928.500000 Penalty: 963.901611
	Iteration 6Q: 3 clusters Score -3182928 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3183102.750000 Penalty: 963.901611
	Iteration 7Q: 3 clusters Score -3183103 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3183209.250000 Penalty: 963.901611
	Iteration 8Q: 3 clusters Score -3183209 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3183312.000000 Penalty: 963.901611
	Iteration 9Q: 3 clusters Score -3183312 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3183429.250000 Penalty: 963.901611
	Iteration 10Q: 3 clusters Score -3183429 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3183571.250000 Penalty: 963.901611
	Iteration 11Q: 3 clusters Score -3183571 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3183715.750000 Penalty: 963.901611
	Iteration 12Q: 3 clusters Score -3183716 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3183820.750000 Penalty: 963.901611
	Iteration 13Q: 3 clusters Score -3183821 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3183920.750000 Penalty: 963.901611
	Iteration 14Q: 3 clusters Score -3183921 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3184028.750000 Penalty: 963.901611
	Iteration 15Q: 3 clusters Score -3184029 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3184122.250000 Penalty: 963.901611
	Iteration 16Q: 3 clusters Score -3184122 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3184194.250000 Penalty: 963.901611
	Iteration 17Q: 3 clusters Score -3184194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3184305.000000 Penalty: 963.901611
	Iteration 18Q: 3 clusters Score -3184305 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3184368.750000 Penalty: 963.901611
	Iteration 19Q: 3 clusters Score -3184369 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3184445.250000 Penalty: 963.901611
	Iteration 20F: 3 clusters Score -3184445 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3184504.250000 Penalty: 963.901611
	Iteration 21Q: 3 clusters Score -3184504 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3184568.750000 Penalty: 963.901611
	Iteration 22Q: 3 clusters Score -3184569 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3184611.000000 Penalty: 963.901611
	Iteration 23Q: 3 clusters Score -3184611 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3184705.000000 Penalty: 963.901611
	Iteration 24Q: 3 clusters Score -3184705 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3184776.000000 Penalty: 963.901611
	Iteration 25Q: 3 clusters Score -3184776 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3184852.250000 Penalty: 963.901611
	Iteration 26Q: 3 clusters Score -3184852 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3184905.000000 Penalty: 963.901611
	Iteration 27Q: 3 clusters Score -3184905 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3184984.500000 Penalty: 963.901611
	Iteration 28Q: 3 clusters Score -3184984 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3185061.500000 Penalty: 963.901611
	Iteration 29Q: 3 clusters Score -3185062 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3185137.250000 Penalty: 963.901611
	Iteration 30Q: 3 clusters Score -3185137 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3185202.000000 Penalty: 963.901611
	Iteration 31Q: 3 clusters Score -3185202 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3185268.250000 Penalty: 963.901611
	Iteration 32Q: 3 clusters Score -3185268 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3185304.250000 Penalty: 963.901611
	Iteration 33Q: 3 clusters Score -3185304 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3185375.750000 Penalty: 963.901611
	Iteration 34Q: 3 clusters Score -3185376 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3185451.750000 Penalty: 963.901611
	Iteration 35Q: 3 clusters Score -3185452 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3185497.000000 Penalty: 963.901611
	Iteration 36Q: 3 clusters Score -3185497 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3185548.000000 Penalty: 963.901611
	Iteration 37Q: 3 clusters Score -3185548 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3185567.000000 Penalty: 963.901611
	Iteration 38Q: 3 clusters Score -3185567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3185593.000000 Penalty: 963.901611
	Iteration 39Q: 3 clusters Score -3185593 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3185600.000000 Penalty: 963.901611
	Iteration 40F: 3 clusters Score -3185600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3185621.750000 Penalty: 963.901611
	Iteration 41Q: 3 clusters Score -3185622 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -3185652.250000 Penalty: 963.901611
	Iteration 42Q: 3 clusters Score -3185652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3185661.750000 Penalty: 963.901611
	Iteration 43Q: 3 clusters Score -3185662 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3185672.500000 Penalty: 963.901611
	Iteration 44Q: 3 clusters Score -3185672 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3185682.000000 Penalty: 963.901611
	Iteration 45Q: 3 clusters Score -3185682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3185677.500000 Penalty: 963.901611
	Iteration 46Q: 3 clusters Score -3185678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3185675.750000 Penalty: 963.901611
	Iteration 47Q: 3 clusters Score -3185676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3185672.250000 Penalty: 963.901611
	Iteration 48Q: 3 clusters Score -3185672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3185677.250000 Penalty: 963.901611
	Iteration 49Q: 3 clusters Score -3185677 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3185685.250000 Penalty: 963.901611
	Iteration 50Q: 3 clusters Score -3185685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -3185678.000000 Penalty: 963.901611
	Iteration 51Q: 3 clusters Score -3185678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3185685.750000 Penalty: 963.901611
	Iteration 52Q: 3 clusters Score -3185686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3185688.750000 Penalty: 963.901611
	Iteration 53Q: 3 clusters Score -3185689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3185692.250000 Penalty: 963.901611
	Iteration 54Q: 3 clusters Score -3185692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3185693.250000 Penalty: 963.901611
	Iteration 55Q: 3 clusters Score -3185693 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3185695.000000 Penalty: 963.901611
	Iteration 56Q: 3 clusters Score -3185695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3185694.500000 Penalty: 963.901611
	Iteration 57Q: 3 clusters Score -3185694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3185693.750000 Penalty: 963.901611
	Iteration 58Q: 3 clusters Score -3185694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3185694.000000 Penalty: 963.901611
	Iteration 59Q: 3 clusters Score -3185694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3185702.750000 Penalty: 963.901611
	Iteration 60F: 3 clusters Score -3185703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 61Q: 3 clusters Score -3185693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3185691.000000 Penalty: 963.901611
	Iteration 62Q: 3 clusters Score -3185691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 63Q: 3 clusters Score -3185693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3185686.500000 Penalty: 963.901611
	Iteration 64Q: 3 clusters Score -3185686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3185696.250000 Penalty: 963.901611
	Iteration 65Q: 3 clusters Score -3185696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 66Q: 3 clusters Score -3185693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3185690.250000 Penalty: 963.901611
	Iteration 67Q: 3 clusters Score -3185690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3185683.000000 Penalty: 963.901611
	Iteration 68Q: 3 clusters Score -3185683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3185699.000000 Penalty: 963.901611
	Iteration 69Q: 3 clusters Score -3185699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3185702.000000 Penalty: 963.901611
	Iteration 70Q: 3 clusters Score -3185702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3185704.750000 Penalty: 963.901611
	Iteration 71Q: 3 clusters Score -3185705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3185697.500000 Penalty: 963.901611
	Iteration 72Q: 3 clusters Score -3185698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3185697.250000 Penalty: 963.901611
	Iteration 73Q: 3 clusters Score -3185697 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -3185706.500000 Penalty: 963.901611
	Iteration 74Q: 3 clusters Score -3185706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3185693.250000 Penalty: 963.901611
	Iteration 75Q: 3 clusters Score -3185693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3185693.500000 Penalty: 963.901611
	Iteration 76Q: 3 clusters Score -3185694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 77Q: 3 clusters Score -3185693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3185688.750000 Penalty: 963.901611
	Iteration 78Q: 3 clusters Score -3185689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3185694.250000 Penalty: 963.901611
	Iteration 79Q: 3 clusters Score -3185694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3185688.500000 Penalty: 963.901611
	Iteration 80F: 3 clusters Score -3185688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3185680.000000 Penalty: 963.901611
	Iteration 81Q: 3 clusters Score -3185680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3185682.000000 Penalty: 963.901611
	Iteration 82Q: 3 clusters Score -3185682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3185686.250000 Penalty: 963.901611
	Iteration 83Q: 3 clusters Score -3185686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3185687.750000 Penalty: 963.901611
	Iteration 84Q: 3 clusters Score -3185688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3185690.000000 Penalty: 963.901611
	Iteration 85Q: 3 clusters Score -3185690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3185692.000000 Penalty: 963.901611
	Iteration 86Q: 3 clusters Score -3185692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3185692.000000 Penalty: 963.901611
	Iteration 87Q: 3 clusters Score -3185692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3185697.000000 Penalty: 963.901611
	Iteration 88Q: 3 clusters Score -3185697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3185693.250000 Penalty: 963.901611
	Iteration 89Q: 3 clusters Score -3185693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3185693.000000 Penalty: 963.901611
	Iteration 90Q: 3 clusters Score -3185693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3185698.000000 Penalty: 963.901611
	Iteration 91Q: 3 clusters Score -3185698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3185694.250000 Penalty: 963.901611
	Iteration 92Q: 3 clusters Score -3185694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3185697.250000 Penalty: 963.901611
	Iteration 93Q: 3 clusters Score -3185697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3185691.250000 Penalty: 963.901611
	Iteration 94Q: 3 clusters Score -3185691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3185687.000000 Penalty: 963.901611
	Iteration 95Q: 3 clusters Score -3185687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3185687.250000 Penalty: 963.901611
	Iteration 96Q: 3 clusters Score -3185687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -3185686.500000 Penalty: 963.901611
	Iteration 97Q: 3 clusters Score -3185686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3185688.750000 Penalty: 963.901611
	Iteration 98Q: 3 clusters Score -3185689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3185687.500000 Penalty: 963.901611
	Iteration 99Q: 3 clusters Score -3185688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3185689.250000 Penalty: 963.901611
	Iteration 100F: 3 clusters Score -3185689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3185694.750000 Penalty: 963.901611
	Iteration 101Q: 3 clusters Score -3185695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3185695.000000 Penalty: 963.901611
	Iteration 102Q: 3 clusters Score -3185695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3185694.500000 Penalty: 963.901611
	Iteration 103Q: 3 clusters Score -3185694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3185693.000000 Penalty: 963.901611
	Iteration 104Q: 3 clusters Score -3185693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3185692.250000 Penalty: 963.901611
	Iteration 105Q: 3 clusters Score -3185692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3185693.000000 Penalty: 963.901611
	Iteration 106Q: 3 clusters Score -3185693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3185690.500000 Penalty: 963.901611
	Iteration 107Q: 3 clusters Score -3185690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3185690.750000 Penalty: 963.901611
	Iteration 108Q: 3 clusters Score -3185691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -3185691.500000 Penalty: 963.901611
	Iteration 109Q: 3 clusters Score -3185692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3185689.000000 Penalty: 963.901611
	Iteration 110Q: 3 clusters Score -3185689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3185690.500000 Penalty: 963.901611
	Iteration 111Q: 3 clusters Score -3185690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3185692.500000 Penalty: 963.901611
	Iteration 112Q: 3 clusters Score -3185692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 113Q: 3 clusters Score -3185693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3185694.250000 Penalty: 963.901611
	Iteration 114Q: 3 clusters Score -3185694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3185694.250000 Penalty: 963.901611
	Iteration 115Q: 3 clusters Score -3185694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3185694.750000 Penalty: 963.901611
	Iteration 116Q: 3 clusters Score -3185695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3185692.750000 Penalty: 963.901611
	Iteration 117Q: 3 clusters Score -3185693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3185693.250000 Penalty: 963.901611
	Iteration 118Q: 3 clusters Score -3185693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3185692.000000 Penalty: 963.901611
	Iteration 119Q: 3 clusters Score -3185692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3185689.250000 Penalty: 963.901611
	Iteration 120F: 3 clusters Score -3185689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3185690.750000 Penalty: 963.901611
	Iteration 121Q: 3 clusters Score -3185691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3185693.500000 Penalty: 963.901611
	Iteration 122Q: 3 clusters Score -3185694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3185693.750000 Penalty: 963.901611
	Iteration 123Q: 3 clusters Score -3185694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3185693.750000 Penalty: 963.901611
	Iteration 124Q: 3 clusters Score -3185694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3185692.500000 Penalty: 963.901611
	Iteration 125Q: 3 clusters Score -3185692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3185692.500000 Penalty: 963.901611
	Iteration 126F: 3 clusters Score -3185692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -23056.972656 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -23056.97 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 176 members 
Entering Unmasked Estep 
Score: -22640.501953 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -22640.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22755.234375 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -22755.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22805.837891 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -22805.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22862.853516 Penalty: 538.863647
	Iteration 3Q: 3 clusters Score -22862.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22905.892578 Penalty: 538.863647
	Iteration 4F: 3 clusters Score -22905.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22926.041016 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -22926.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22935.087891 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -22935.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22940.892578 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -22940.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22952.814453 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -22952.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22959.931641 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -22959.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22964.875000 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -22964.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22970.027344 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -22970.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22979.410156 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -22979.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22984.820312 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -22984.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22990.945312 Penalty: 538.863647
	Iteration 14Q: 3 clusters Score -22990.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22994.394531 Penalty: 538.863647
	Iteration 15Q: 3 clusters Score -22994.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22999.324219 Penalty: 538.863647
	Iteration 16Q: 3 clusters Score -22999.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23002.267578 Penalty: 538.863647
	Iteration 17Q: 3 clusters Score -23002.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23004.023438 Penalty: 538.863647
	Iteration 18Q: 3 clusters Score -23004.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23004.023438 Penalty: 538.863647
	Iteration 19F: 3 clusters Score -23004.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Entering Unmasked Estep 
Score: -1996738.750000 Penalty: 460.227142
	Iteration 0F: 2 clusters Score -1996739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1982055.125000 Penalty: 920.454285
	Iteration 0F: 3 clusters Score -1982055 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1989096.750000 Penalty: 920.454285
	Iteration 1F: 3 clusters Score -1989097 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1989678.250000 Penalty: 920.454285
	Iteration 2F: 3 clusters Score -1989678 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1990787.750000 Penalty: 920.454285
	Iteration 3F: 3 clusters Score -1990788 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -1992574.625000 Penalty: 920.454285
	Iteration 4F: 3 clusters Score -1992575 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -1994523.000000 Penalty: 920.454285
	Iteration 5F: 3 clusters Score -1994523 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1995887.750000 Penalty: 920.454285
	Iteration 6F: 3 clusters Score -1995888 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1996618.500000 Penalty: 920.454285
	Iteration 7Q: 3 clusters Score -1996618 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1997002.875000 Penalty: 920.454285
	Iteration 8Q: 3 clusters Score -1997003 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -1997161.500000 Penalty: 920.454285
	Iteration 9Q: 3 clusters Score -1997162 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -1997100.000000 Penalty: 920.454285
	Iteration 10Q: 3 clusters Score -1997100 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -1997077.875000 Penalty: 920.454285
	Iteration 11Q: 3 clusters Score -1997078 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -1997008.875000 Penalty: 920.454285
	Iteration 12Q: 3 clusters Score -1997009 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1996898.625000 Penalty: 920.454285
	Iteration 13Q: 3 clusters Score -1996899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -1996837.375000 Penalty: 920.454285
	Iteration 14Q: 3 clusters Score -1996837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -1996776.500000 Penalty: 920.454285
	Iteration 15Q: 3 clusters Score -1996776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -1996739.875000 Penalty: 920.454285
	Iteration 16Q: 3 clusters Score -1996740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -1996700.125000 Penalty: 920.454285
	Iteration 17Q: 3 clusters Score -1996700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -1996670.000000 Penalty: 920.454285
	Iteration 18Q: 3 clusters Score -1996670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -1996644.375000 Penalty: 920.454285
	Iteration 19Q: 3 clusters Score -1996644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1996595.500000 Penalty: 920.454285
	Iteration 20F: 3 clusters Score -1996596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -1996561.500000 Penalty: 920.454285
	Iteration 21Q: 3 clusters Score -1996562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -1996543.500000 Penalty: 920.454285
	Iteration 22Q: 3 clusters Score -1996544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -1996528.000000 Penalty: 920.454285
	Iteration 23Q: 3 clusters Score -1996528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -1996521.875000 Penalty: 920.454285
	Iteration 24Q: 3 clusters Score -1996522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -1996512.375000 Penalty: 920.454285
	Iteration 25Q: 3 clusters Score -1996512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -1996504.875000 Penalty: 920.454285
	Iteration 26Q: 3 clusters Score -1996505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -1996508.375000 Penalty: 920.454285
	Iteration 27Q: 3 clusters Score -1996508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -1996508.500000 Penalty: 920.454285
	Iteration 28Q: 3 clusters Score -1996508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -1996505.625000 Penalty: 920.454285
	Iteration 29Q: 3 clusters Score -1996506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -1996510.500000 Penalty: 920.454285
	Iteration 30Q: 3 clusters Score -1996510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -1996506.125000 Penalty: 920.454285
	Iteration 31Q: 3 clusters Score -1996506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -1996512.000000 Penalty: 920.454285
	Iteration 32Q: 3 clusters Score -1996512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -1996508.875000 Penalty: 920.454285
	Iteration 33Q: 3 clusters Score -1996509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -1996508.875000 Penalty: 920.454285
	Iteration 34F: 3 clusters Score -1996509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -26607.693359 Penalty: 279.462708
	Iteration 0F: 2 clusters Score -26607.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -26155.703125 Penalty: 558.925415
	Iteration 0F: 3 clusters Score -26155.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26370.044922 Penalty: 558.925415
	Iteration 1F: 3 clusters Score -26370.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26431.322266 Penalty: 558.925415
	Iteration 2F: 3 clusters Score -26431.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26472.835938 Penalty: 558.925415
	Iteration 3F: 3 clusters Score -26472.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26493.800781 Penalty: 558.925415
	Iteration 4Q: 3 clusters Score -26493.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26514.365234 Penalty: 558.925415
	Iteration 5Q: 3 clusters Score -26514.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26523.638672 Penalty: 558.925415
	Iteration 6Q: 3 clusters Score -26523.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26528.470703 Penalty: 558.925415
	Iteration 7Q: 3 clusters Score -26528.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26529.501953 Penalty: 558.925415
	Iteration 8Q: 3 clusters Score -26529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26529.599609 Penalty: 558.925415
	Iteration 9Q: 3 clusters Score -26529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26529.693359 Penalty: 558.925415
	Iteration 10Q: 3 clusters Score -26529.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26529.693359 Penalty: 558.925415
	Iteration 11F: 3 clusters Score -26529.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -9055.783203 Penalty: 227.679550
	Iteration 0F: 2 clusters Score -9055.783 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 70 members 
Entering Unmasked Estep 
Score: -8825.568359 Penalty: 455.359100
	Iteration 0F: 3 clusters Score -8825.568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8912.798828 Penalty: 455.359100
	Iteration 1F: 3 clusters Score -8912.799 nChanged 11
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: -8951.994141 Penalty: 455.359100
	Iteration 2F: 3 clusters Score -8951.994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8982.059570 Penalty: 455.359100
	Iteration 3Q: 3 clusters Score -8982.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9003.443359 Penalty: 455.359100
	Iteration 4Q: 3 clusters Score -9003.443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9079.787109 Penalty: 455.359100
	Iteration 5Q: 3 clusters Score -9079.787 nChanged 9
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: -9137.310547 Penalty: 455.359100
	Iteration 6F: 3 clusters Score -9137.311 nChanged 4
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: -9198.583984 Penalty: 455.359100
	Iteration 7Q: 3 clusters Score -9198.584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9254.262695 Penalty: 455.359100
	Iteration 8Q: 3 clusters Score -9254.263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9321.331055 Penalty: 455.359100
	Iteration 9Q: 3 clusters Score -9321.331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9326.442383 Penalty: 455.359100
	Iteration 10Q: 3 clusters Score -9326.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9326.442383 Penalty: 455.359100
	Iteration 11F: 3 clusters Score -9326.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 44047 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Entering Unmasked Estep 
Score: -42118948.000000 Penalty: 34310.375000
Splitting cluster 8 changes total score from -42107356.000000 to -42118948.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 9 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -99620.429688 Penalty: 328.726288
	Iteration 0F: 2 clusters Score -99620.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -98569.734375 Penalty: 657.452576
	Iteration 0F: 3 clusters Score -98569.73 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -98928.601562 Penalty: 657.452576
	Iteration 1F: 3 clusters Score -98928.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -99029.023438 Penalty: 657.452576
	Iteration 2F: 3 clusters Score -99029.02 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99115.257812 Penalty: 657.452576
	Iteration 3F: 3 clusters Score -99115.26 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -99187.265625 Penalty: 657.452576
	Iteration 4F: 3 clusters Score -99187.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -99256.945312 Penalty: 657.452576
	Iteration 5F: 3 clusters Score -99256.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -99308.539062 Penalty: 657.452576
	Iteration 6Q: 3 clusters Score -99308.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -99353.781250 Penalty: 657.452576
	Iteration 7Q: 3 clusters Score -99353.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -99381.898438 Penalty: 657.452576
	Iteration 8Q: 3 clusters Score -99381.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -99393.835938 Penalty: 657.452576
	Iteration 9Q: 3 clusters Score -99393.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -99407.460938 Penalty: 657.452576
	Iteration 10Q: 3 clusters Score -99407.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -99424.203125 Penalty: 657.452576
	Iteration 11Q: 3 clusters Score -99424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99430.132812 Penalty: 657.452576
	Iteration 12Q: 3 clusters Score -99430.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -99434.085938 Penalty: 657.452576
	Iteration 13Q: 3 clusters Score -99434.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -99435.078125 Penalty: 657.452576
	Iteration 14Q: 3 clusters Score -99435.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -99435.742188 Penalty: 657.452576
	Iteration 15Q: 3 clusters Score -99435.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -99436.835938 Penalty: 657.452576
	Iteration 16Q: 3 clusters Score -99436.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -99438.578125 Penalty: 657.452576
	Iteration 17Q: 3 clusters Score -99438.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -99439.250000 Penalty: 657.452576
	Iteration 18Q: 3 clusters Score -99439.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99439.304688 Penalty: 657.452576
	Iteration 19Q: 3 clusters Score -99439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -99439.304688 Penalty: 657.452576
	Iteration 20F: 3 clusters Score -99439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -481440.781250 Penalty: 397.054901
	Iteration 0F: 2 clusters Score -481440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -477271.343750 Penalty: 794.109802
	Iteration 0F: 3 clusters Score -477271.3 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -478958.562500 Penalty: 794.109802
	Iteration 1F: 3 clusters Score -478958.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -479150.187500 Penalty: 794.109802
	Iteration 2F: 3 clusters Score -479150.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -479362.500000 Penalty: 794.109802
	Iteration 3F: 3 clusters Score -479362.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -479583.250000 Penalty: 794.109802
	Iteration 4F: 3 clusters Score -479583.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -479792.281250 Penalty: 794.109802
	Iteration 5F: 3 clusters Score -479792.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -479962.437500 Penalty: 794.109802
	Iteration 6Q: 3 clusters Score -479962.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -480136.281250 Penalty: 794.109802
	Iteration 7Q: 3 clusters Score -480136.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -480265.562500 Penalty: 794.109802
	Iteration 8Q: 3 clusters Score -480265.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -480349.750000 Penalty: 794.109802
	Iteration 9Q: 3 clusters Score -480349.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -480412.250000 Penalty: 794.109802
	Iteration 10Q: 3 clusters Score -480412.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -480476.750000 Penalty: 794.109802
	Iteration 11Q: 3 clusters Score -480476.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -480525.375000 Penalty: 794.109802
	Iteration 12Q: 3 clusters Score -480525.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -480580.468750 Penalty: 794.109802
	Iteration 13Q: 3 clusters Score -480580.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -480645.593750 Penalty: 794.109802
	Iteration 14Q: 3 clusters Score -480645.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -480709.906250 Penalty: 794.109802
	Iteration 15Q: 3 clusters Score -480709.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -480785.406250 Penalty: 794.109802
	Iteration 16Q: 3 clusters Score -480785.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -480845.125000 Penalty: 794.109802
	Iteration 17Q: 3 clusters Score -480845.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -480888.468750 Penalty: 794.109802
	Iteration 18Q: 3 clusters Score -480888.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -480933.375000 Penalty: 794.109802
	Iteration 19Q: 3 clusters Score -480933.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -480971.218750 Penalty: 794.109802
	Iteration 20F: 3 clusters Score -480971.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -480995.937500 Penalty: 794.109802
	Iteration 21Q: 3 clusters Score -480995.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -481012.750000 Penalty: 794.109802
	Iteration 22Q: 3 clusters Score -481012.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -481027.468750 Penalty: 794.109802
	Iteration 23Q: 3 clusters Score -481027.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -481045.062500 Penalty: 794.109802
	Iteration 24Q: 3 clusters Score -481045.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -481066.375000 Penalty: 794.109802
	Iteration 25Q: 3 clusters Score -481066.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -481078.437500 Penalty: 794.109802
	Iteration 26Q: 3 clusters Score -481078.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -481082.968750 Penalty: 794.109802
	Iteration 27Q: 3 clusters Score -481083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -481088.531250 Penalty: 794.109802
	Iteration 28Q: 3 clusters Score -481088.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -481093.281250 Penalty: 794.109802
	Iteration 29Q: 3 clusters Score -481093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -481095.968750 Penalty: 794.109802
	Iteration 30Q: 3 clusters Score -481096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -481101.406250 Penalty: 794.109802
	Iteration 31Q: 3 clusters Score -481101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -481107.031250 Penalty: 794.109802
	Iteration 32Q: 3 clusters Score -481107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -481112.031250 Penalty: 794.109802
	Iteration 33Q: 3 clusters Score -481112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -481114.406250 Penalty: 794.109802
	Iteration 34Q: 3 clusters Score -481114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -481115.750000 Penalty: 794.109802
	Iteration 35Q: 3 clusters Score -481115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -481118.375000 Penalty: 794.109802
	Iteration 36Q: 3 clusters Score -481118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -481122.187500 Penalty: 794.109802
	Iteration 37Q: 3 clusters Score -481122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -481125.875000 Penalty: 794.109802
	Iteration 38Q: 3 clusters Score -481125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -481127.781250 Penalty: 794.109802
	Iteration 39Q: 3 clusters Score -481127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -481129.500000 Penalty: 794.109802
	Iteration 40F: 3 clusters Score -481129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -481129.875000 Penalty: 794.109802
	Iteration 41Q: 3 clusters Score -481129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -481132.750000 Penalty: 794.109802
	Iteration 42Q: 3 clusters Score -481132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -481132.437500 Penalty: 794.109802
	Iteration 43Q: 3 clusters Score -481132.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -481132.437500 Penalty: 794.109802
	Iteration 44F: 3 clusters Score -481132.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -251145.328125 Penalty: 369.567902
	Iteration 0F: 2 clusters Score -251145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -248783.562500 Penalty: 739.135803
	Iteration 0F: 3 clusters Score -248783.6 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -249577.500000 Penalty: 739.135803
	Iteration 1F: 3 clusters Score -249577.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -249676.250000 Penalty: 739.135803
	Iteration 2F: 3 clusters Score -249676.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -249739.921875 Penalty: 739.135803
	Iteration 3F: 3 clusters Score -249739.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -249794.343750 Penalty: 739.135803
	Iteration 4Q: 3 clusters Score -249794.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -249847.343750 Penalty: 739.135803
	Iteration 5Q: 3 clusters Score -249847.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -249899.859375 Penalty: 739.135803
	Iteration 6Q: 3 clusters Score -249899.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -249948.546875 Penalty: 739.135803
	Iteration 7Q: 3 clusters Score -249948.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -250000.203125 Penalty: 739.135803
	Iteration 8Q: 3 clusters Score -250000.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250072.968750 Penalty: 739.135803
	Iteration 9Q: 3 clusters Score -250073 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -250156.703125 Penalty: 739.135803
	Iteration 10Q: 3 clusters Score -250156.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -250241.359375 Penalty: 739.135803
	Iteration 11Q: 3 clusters Score -250241.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -250332.343750 Penalty: 739.135803
	Iteration 12Q: 3 clusters Score -250332.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -250423.156250 Penalty: 739.135803
	Iteration 13Q: 3 clusters Score -250423.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -250491.515625 Penalty: 739.135803
	Iteration 14Q: 3 clusters Score -250491.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -250552.328125 Penalty: 739.135803
	Iteration 15Q: 3 clusters Score -250552.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -250594.828125 Penalty: 739.135803
	Iteration 16Q: 3 clusters Score -250594.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -250640.015625 Penalty: 739.135803
	Iteration 17Q: 3 clusters Score -250640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -250678.859375 Penalty: 739.135803
	Iteration 18Q: 3 clusters Score -250678.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -250702.750000 Penalty: 739.135803
	Iteration 19Q: 3 clusters Score -250702.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -250722.765625 Penalty: 739.135803
	Iteration 20F: 3 clusters Score -250722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -250746.671875 Penalty: 739.135803
	Iteration 21Q: 3 clusters Score -250746.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -250767.296875 Penalty: 739.135803
	Iteration 22Q: 3 clusters Score -250767.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -250785.125000 Penalty: 739.135803
	Iteration 23Q: 3 clusters Score -250785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -250796.140625 Penalty: 739.135803
	Iteration 24Q: 3 clusters Score -250796.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -250803.968750 Penalty: 739.135803
	Iteration 25Q: 3 clusters Score -250804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -250808.984375 Penalty: 739.135803
	Iteration 26Q: 3 clusters Score -250809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -250812.812500 Penalty: 739.135803
	Iteration 27Q: 3 clusters Score -250812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -250823.171875 Penalty: 739.135803
	Iteration 28Q: 3 clusters Score -250823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -250832.796875 Penalty: 739.135803
	Iteration 29Q: 3 clusters Score -250832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -250836.218750 Penalty: 739.135803
	Iteration 30Q: 3 clusters Score -250836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -250836.265625 Penalty: 739.135803
	Iteration 31Q: 3 clusters Score -250836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -250836.265625 Penalty: 739.135803
	Iteration 32F: 3 clusters Score -250836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 117 members 
Entering Unmasked Estep 
Score: -16054.215820 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16054.22 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16125.072266 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16125.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16149.636719 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16149.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16154.665039 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16154.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16159.891602 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16159.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16166.675781 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16166.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16172.856445 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16172.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16174.057617 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16174.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16178.479492 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -16178.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16179.153320 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -16179.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16181.248047 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -16181.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16182.794922 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -16182.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16182.794922 Penalty: 499.116516
	Iteration 12F: 3 clusters Score -16182.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -240599.859375 Penalty: 368.377502
	Iteration 0F: 2 clusters Score -240599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -238346.906250 Penalty: 736.755005
	Iteration 0F: 3 clusters Score -238346.9 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -239167.484375 Penalty: 736.755005
	Iteration 1F: 3 clusters Score -239167.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -239258.562500 Penalty: 736.755005
	Iteration 2F: 3 clusters Score -239258.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -239366.015625 Penalty: 736.755005
	Iteration 3F: 3 clusters Score -239366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -239494.718750 Penalty: 736.755005
	Iteration 4F: 3 clusters Score -239494.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -239670.234375 Penalty: 736.755005
	Iteration 5F: 3 clusters Score -239670.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -239823.468750 Penalty: 736.755005
	Iteration 6F: 3 clusters Score -239823.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -239953.546875 Penalty: 736.755005
	Iteration 7Q: 3 clusters Score -239953.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -240063.265625 Penalty: 736.755005
	Iteration 8Q: 3 clusters Score -240063.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -240140.453125 Penalty: 736.755005
	Iteration 9Q: 3 clusters Score -240140.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -240187.796875 Penalty: 736.755005
	Iteration 10Q: 3 clusters Score -240187.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -240226.343750 Penalty: 736.755005
	Iteration 11Q: 3 clusters Score -240226.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -240245.000000 Penalty: 736.755005
	Iteration 12Q: 3 clusters Score -240245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -240253.078125 Penalty: 736.755005
	Iteration 13Q: 3 clusters Score -240253.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -240260.921875 Penalty: 736.755005
	Iteration 14Q: 3 clusters Score -240260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -240266.468750 Penalty: 736.755005
	Iteration 15Q: 3 clusters Score -240266.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -240272.062500 Penalty: 736.755005
	Iteration 16Q: 3 clusters Score -240272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -240279.187500 Penalty: 736.755005
	Iteration 17Q: 3 clusters Score -240279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -240286.312500 Penalty: 736.755005
	Iteration 18Q: 3 clusters Score -240286.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -240291.765625 Penalty: 736.755005
	Iteration 19Q: 3 clusters Score -240291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -240293.250000 Penalty: 736.755005
	Iteration 20F: 3 clusters Score -240293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -240294.640625 Penalty: 736.755005
	Iteration 21Q: 3 clusters Score -240294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -240295.421875 Penalty: 736.755005
	Iteration 22Q: 3 clusters Score -240295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -240295.421875 Penalty: 736.755005
	Iteration 23F: 3 clusters Score -240295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -474932.343750 Penalty: 396.624756
	Iteration 0F: 2 clusters Score -474932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -470828.812500 Penalty: 793.249512
	Iteration 0F: 3 clusters Score -470828.8 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -472239.875000 Penalty: 793.249512
	Iteration 1F: 3 clusters Score -472239.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -472370.437500 Penalty: 793.249512
	Iteration 2F: 3 clusters Score -472370.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -472534.093750 Penalty: 793.249512
	Iteration 3F: 3 clusters Score -472534.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -472790.843750 Penalty: 793.249512
	Iteration 4F: 3 clusters Score -472790.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -473129.375000 Penalty: 793.249512
	Iteration 5F: 3 clusters Score -473129.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -473555.500000 Penalty: 793.249512
	Iteration 6F: 3 clusters Score -473555.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -473970.031250 Penalty: 793.249512
	Iteration 7F: 3 clusters Score -473970 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -474256.312500 Penalty: 793.249512
	Iteration 8Q: 3 clusters Score -474256.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -474411.781250 Penalty: 793.249512
	Iteration 9Q: 3 clusters Score -474411.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -474504.187500 Penalty: 793.249512
	Iteration 10Q: 3 clusters Score -474504.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -474555.468750 Penalty: 793.249512
	Iteration 11Q: 3 clusters Score -474555.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -474584.562500 Penalty: 793.249512
	Iteration 12Q: 3 clusters Score -474584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -474590.031250 Penalty: 793.249512
	Iteration 13Q: 3 clusters Score -474590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -474596.062500 Penalty: 793.249512
	Iteration 14Q: 3 clusters Score -474596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -474599.031250 Penalty: 793.249512
	Iteration 15Q: 3 clusters Score -474599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -474599.031250 Penalty: 793.249512
	Iteration 16F: 3 clusters Score -474599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Entering Unmasked Estep 
Score: -899060.812500 Penalty: 423.191498
	Iteration 0F: 2 clusters Score -899060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -891855.000000 Penalty: 846.382996
	Iteration 0F: 3 clusters Score -891855 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -895005.812500 Penalty: 846.382996
	Iteration 1F: 3 clusters Score -895005.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -895504.875000 Penalty: 846.382996
	Iteration 2F: 3 clusters Score -895504.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -896163.937500 Penalty: 846.382996
	Iteration 3F: 3 clusters Score -896163.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -896824.937500 Penalty: 846.382996
	Iteration 4F: 3 clusters Score -896824.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -897279.437500 Penalty: 846.382996
	Iteration 5F: 3 clusters Score -897279.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -897516.562500 Penalty: 846.382996
	Iteration 6Q: 3 clusters Score -897516.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -897638.937500 Penalty: 846.382996
	Iteration 7Q: 3 clusters Score -897638.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -897729.875000 Penalty: 846.382996
	Iteration 8Q: 3 clusters Score -897729.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -897797.500000 Penalty: 846.382996
	Iteration 9Q: 3 clusters Score -897797.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -897862.125000 Penalty: 846.382996
	Iteration 10Q: 3 clusters Score -897862.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -897920.562500 Penalty: 846.382996
	Iteration 11Q: 3 clusters Score -897920.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -897968.812500 Penalty: 846.382996
	Iteration 12Q: 3 clusters Score -897968.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -898036.750000 Penalty: 846.382996
	Iteration 13Q: 3 clusters Score -898036.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -898099.562500 Penalty: 846.382996
	Iteration 14Q: 3 clusters Score -898099.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -898149.125000 Penalty: 846.382996
	Iteration 15Q: 3 clusters Score -898149.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -898188.875000 Penalty: 846.382996
	Iteration 16Q: 3 clusters Score -898188.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -898217.250000 Penalty: 846.382996
	Iteration 17Q: 3 clusters Score -898217.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -898246.812500 Penalty: 846.382996
	Iteration 18Q: 3 clusters Score -898246.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -898261.312500 Penalty: 846.382996
	Iteration 19Q: 3 clusters Score -898261.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -898276.250000 Penalty: 846.382996
	Iteration 20F: 3 clusters Score -898276.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -898286.250000 Penalty: 846.382996
	Iteration 21Q: 3 clusters Score -898286.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -898296.062500 Penalty: 846.382996
	Iteration 22Q: 3 clusters Score -898296.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -898302.937500 Penalty: 846.382996
	Iteration 23Q: 3 clusters Score -898302.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -898305.312500 Penalty: 846.382996
	Iteration 24Q: 3 clusters Score -898305.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -898308.875000 Penalty: 846.382996
	Iteration 25Q: 3 clusters Score -898308.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -898307.062500 Penalty: 846.382996
	Iteration 26Q: 3 clusters Score -898307.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -898307.437500 Penalty: 846.382996
	Iteration 27Q: 3 clusters Score -898307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -898306.250000 Penalty: 846.382996
	Iteration 28Q: 3 clusters Score -898306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -898305.750000 Penalty: 846.382996
	Iteration 29Q: 3 clusters Score -898305.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -898304.500000 Penalty: 846.382996
	Iteration 30Q: 3 clusters Score -898304.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -898300.937500 Penalty: 846.382996
	Iteration 31Q: 3 clusters Score -898300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -898299.875000 Penalty: 846.382996
	Iteration 32Q: 3 clusters Score -898299.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -898300.062500 Penalty: 846.382996
	Iteration 33Q: 3 clusters Score -898300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -898299.000000 Penalty: 846.382996
	Iteration 34Q: 3 clusters Score -898299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -898295.625000 Penalty: 846.382996
	Iteration 35Q: 3 clusters Score -898295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -898293.625000 Penalty: 846.382996
	Iteration 36Q: 3 clusters Score -898293.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -898294.125000 Penalty: 846.382996
	Iteration 37Q: 3 clusters Score -898294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -898292.937500 Penalty: 846.382996
	Iteration 38Q: 3 clusters Score -898292.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -898287.875000 Penalty: 846.382996
	Iteration 39Q: 3 clusters Score -898287.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -898285.937500 Penalty: 846.382996
	Iteration 40F: 3 clusters Score -898285.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -898279.250000 Penalty: 846.382996
	Iteration 41Q: 3 clusters Score -898279.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -898275.875000 Penalty: 846.382996
	Iteration 42Q: 3 clusters Score -898275.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -898269.312500 Penalty: 846.382996
	Iteration 43Q: 3 clusters Score -898269.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -898261.187500 Penalty: 846.382996
	Iteration 44Q: 3 clusters Score -898261.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -898255.000000 Penalty: 846.382996
	Iteration 45Q: 3 clusters Score -898255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -898248.500000 Penalty: 846.382996
	Iteration 46Q: 3 clusters Score -898248.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -898243.375000 Penalty: 846.382996
	Iteration 47Q: 3 clusters Score -898243.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -898234.062500 Penalty: 846.382996
	Iteration 48Q: 3 clusters Score -898234.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -898232.687500 Penalty: 846.382996
	Iteration 49Q: 3 clusters Score -898232.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -898227.375000 Penalty: 846.382996
	Iteration 50Q: 3 clusters Score -898227.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -898221.750000 Penalty: 846.382996
	Iteration 51Q: 3 clusters Score -898221.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -898213.437500 Penalty: 846.382996
	Iteration 52Q: 3 clusters Score -898213.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -898206.500000 Penalty: 846.382996
	Iteration 53Q: 3 clusters Score -898206.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -898200.562500 Penalty: 846.382996
	Iteration 54Q: 3 clusters Score -898200.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -898199.687500 Penalty: 846.382996
	Iteration 55Q: 3 clusters Score -898199.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -898192.562500 Penalty: 846.382996
	Iteration 56Q: 3 clusters Score -898192.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -898188.000000 Penalty: 846.382996
	Iteration 57Q: 3 clusters Score -898188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -898183.562500 Penalty: 846.382996
	Iteration 58Q: 3 clusters Score -898183.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -898176.312500 Penalty: 846.382996
	Iteration 59Q: 3 clusters Score -898176.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -898173.812500 Penalty: 846.382996
	Iteration 60F: 3 clusters Score -898173.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -898171.125000 Penalty: 846.382996
	Iteration 61Q: 3 clusters Score -898171.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -898168.062500 Penalty: 846.382996
	Iteration 62Q: 3 clusters Score -898168.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -898168.375000 Penalty: 846.382996
	Iteration 63Q: 3 clusters Score -898168.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -898161.250000 Penalty: 846.382996
	Iteration 64Q: 3 clusters Score -898161.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -898163.125000 Penalty: 846.382996
	Iteration 65Q: 3 clusters Score -898163.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -898160.812500 Penalty: 846.382996
	Iteration 66Q: 3 clusters Score -898160.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -898159.500000 Penalty: 846.382996
	Iteration 67Q: 3 clusters Score -898159.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -898155.750000 Penalty: 846.382996
	Iteration 68Q: 3 clusters Score -898155.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -898151.625000 Penalty: 846.382996
	Iteration 69Q: 3 clusters Score -898151.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -898152.750000 Penalty: 846.382996
	Iteration 70Q: 3 clusters Score -898152.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -898148.750000 Penalty: 846.382996
	Iteration 71Q: 3 clusters Score -898148.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -898149.562500 Penalty: 846.382996
	Iteration 72Q: 3 clusters Score -898149.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -898146.687500 Penalty: 846.382996
	Iteration 73Q: 3 clusters Score -898146.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -898143.375000 Penalty: 846.382996
	Iteration 74Q: 3 clusters Score -898143.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -898142.250000 Penalty: 846.382996
	Iteration 75Q: 3 clusters Score -898142.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -898142.000000 Penalty: 846.382996
	Iteration 76Q: 3 clusters Score -898142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -898141.937500 Penalty: 846.382996
	Iteration 77Q: 3 clusters Score -898141.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -898146.875000 Penalty: 846.382996
	Iteration 78Q: 3 clusters Score -898146.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -898152.312500 Penalty: 846.382996
	Iteration 79Q: 3 clusters Score -898152.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -898164.625000 Penalty: 846.382996
	Iteration 80F: 3 clusters Score -898164.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -898171.562500 Penalty: 846.382996
	Iteration 81Q: 3 clusters Score -898171.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -898176.500000 Penalty: 846.382996
	Iteration 82Q: 3 clusters Score -898176.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -898182.750000 Penalty: 846.382996
	Iteration 83Q: 3 clusters Score -898182.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -898185.375000 Penalty: 846.382996
	Iteration 84Q: 3 clusters Score -898185.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -898189.875000 Penalty: 846.382996
	Iteration 85Q: 3 clusters Score -898189.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -898191.187500 Penalty: 846.382996
	Iteration 86Q: 3 clusters Score -898191.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -898191.062500 Penalty: 846.382996
	Iteration 87Q: 3 clusters Score -898191.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -898194.187500 Penalty: 846.382996
	Iteration 88Q: 3 clusters Score -898194.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -898193.312500 Penalty: 846.382996
	Iteration 89Q: 3 clusters Score -898193.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -898192.000000 Penalty: 846.382996
	Iteration 90Q: 3 clusters Score -898192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -898198.000000 Penalty: 846.382996
	Iteration 91Q: 3 clusters Score -898198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -898195.812500 Penalty: 846.382996
	Iteration 92Q: 3 clusters Score -898195.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -898192.687500 Penalty: 846.382996
	Iteration 93Q: 3 clusters Score -898192.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -898196.062500 Penalty: 846.382996
	Iteration 94Q: 3 clusters Score -898196.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -898197.937500 Penalty: 846.382996
	Iteration 95Q: 3 clusters Score -898197.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -898195.937500 Penalty: 846.382996
	Iteration 96Q: 3 clusters Score -898195.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -898197.937500 Penalty: 846.382996
	Iteration 97Q: 3 clusters Score -898197.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -898194.500000 Penalty: 846.382996
	Iteration 98Q: 3 clusters Score -898194.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -898195.125000 Penalty: 846.382996
	Iteration 99Q: 3 clusters Score -898195.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -898198.500000 Penalty: 846.382996
	Iteration 100F: 3 clusters Score -898198.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -898197.250000 Penalty: 846.382996
	Iteration 101Q: 3 clusters Score -898197.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -898197.000000 Penalty: 846.382996
	Iteration 102Q: 3 clusters Score -898197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -898197.062500 Penalty: 846.382996
	Iteration 103Q: 3 clusters Score -898197.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -898196.500000 Penalty: 846.382996
	Iteration 104Q: 3 clusters Score -898196.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -898197.187500 Penalty: 846.382996
	Iteration 105Q: 3 clusters Score -898197.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -898192.250000 Penalty: 846.382996
	Iteration 106Q: 3 clusters Score -898192.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -898197.937500 Penalty: 846.382996
	Iteration 107Q: 3 clusters Score -898197.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -898201.875000 Penalty: 846.382996
	Iteration 108Q: 3 clusters Score -898201.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -898205.375000 Penalty: 846.382996
	Iteration 109Q: 3 clusters Score -898205.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -898212.125000 Penalty: 846.382996
	Iteration 110Q: 3 clusters Score -898212.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -898217.125000 Penalty: 846.382996
	Iteration 111Q: 3 clusters Score -898217.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -898221.562500 Penalty: 846.382996
	Iteration 112Q: 3 clusters Score -898221.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -898232.937500 Penalty: 846.382996
	Iteration 113Q: 3 clusters Score -898232.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -898234.125000 Penalty: 846.382996
	Iteration 114Q: 3 clusters Score -898234.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -898237.750000 Penalty: 846.382996
	Iteration 115Q: 3 clusters Score -898237.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -898240.437500 Penalty: 846.382996
	Iteration 116Q: 3 clusters Score -898240.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -898243.062500 Penalty: 846.382996
	Iteration 117Q: 3 clusters Score -898243.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -898244.000000 Penalty: 846.382996
	Iteration 118Q: 3 clusters Score -898244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -898249.062500 Penalty: 846.382996
	Iteration 119Q: 3 clusters Score -898249.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -898251.625000 Penalty: 846.382996
	Iteration 120F: 3 clusters Score -898251.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -898261.000000 Penalty: 846.382996
	Iteration 121Q: 3 clusters Score -898261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -898266.187500 Penalty: 846.382996
	Iteration 122Q: 3 clusters Score -898266.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -898271.750000 Penalty: 846.382996
	Iteration 123Q: 3 clusters Score -898271.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -898279.375000 Penalty: 846.382996
	Iteration 124Q: 3 clusters Score -898279.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -898282.687500 Penalty: 846.382996
	Iteration 125Q: 3 clusters Score -898282.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -898286.375000 Penalty: 846.382996
	Iteration 126Q: 3 clusters Score -898286.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -898289.250000 Penalty: 846.382996
	Iteration 127Q: 3 clusters Score -898289.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -898290.250000 Penalty: 846.382996
	Iteration 128Q: 3 clusters Score -898290.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -898291.937500 Penalty: 846.382996
	Iteration 129Q: 3 clusters Score -898291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -898304.312500 Penalty: 846.382996
	Iteration 130Q: 3 clusters Score -898304.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -898306.625000 Penalty: 846.382996
	Iteration 131Q: 3 clusters Score -898306.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -898309.500000 Penalty: 846.382996
	Iteration 132Q: 3 clusters Score -898309.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -898312.500000 Penalty: 846.382996
	Iteration 133Q: 3 clusters Score -898312.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -898314.250000 Penalty: 846.382996
	Iteration 134Q: 3 clusters Score -898314.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -898316.062500 Penalty: 846.382996
	Iteration 135Q: 3 clusters Score -898316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -898317.187500 Penalty: 846.382996
	Iteration 136Q: 3 clusters Score -898317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -898320.250000 Penalty: 846.382996
	Iteration 137Q: 3 clusters Score -898320.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -898321.437500 Penalty: 846.382996
	Iteration 138Q: 3 clusters Score -898321.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -898321.750000 Penalty: 846.382996
	Iteration 139Q: 3 clusters Score -898321.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -898323.812500 Penalty: 846.382996
	Iteration 140F: 3 clusters Score -898323.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -898324.625000 Penalty: 846.382996
	Iteration 141Q: 3 clusters Score -898324.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -898329.437500 Penalty: 846.382996
	Iteration 142Q: 3 clusters Score -898329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -898329.437500 Penalty: 846.382996
	Iteration 143Q: 3 clusters Score -898329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -898327.125000 Penalty: 846.382996
	Iteration 144Q: 3 clusters Score -898327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -898331.812500 Penalty: 846.382996
	Iteration 145Q: 3 clusters Score -898331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -898333.187500 Penalty: 846.382996
	Iteration 146Q: 3 clusters Score -898333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -898336.125000 Penalty: 846.382996
	Iteration 147Q: 3 clusters Score -898336.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -898341.875000 Penalty: 846.382996
	Iteration 148Q: 3 clusters Score -898341.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -898348.500000 Penalty: 846.382996
	Iteration 149Q: 3 clusters Score -898348.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -898361.312500 Penalty: 846.382996
	Iteration 150Q: 3 clusters Score -898361.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -898377.437500 Penalty: 846.382996
	Iteration 151Q: 3 clusters Score -898377.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -898393.312500 Penalty: 846.382996
	Iteration 152Q: 3 clusters Score -898393.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -898404.875000 Penalty: 846.382996
	Iteration 153Q: 3 clusters Score -898404.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -898421.875000 Penalty: 846.382996
	Iteration 154Q: 3 clusters Score -898421.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -898442.062500 Penalty: 846.382996
	Iteration 155Q: 3 clusters Score -898442.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -898454.500000 Penalty: 846.382996
	Iteration 156Q: 3 clusters Score -898454.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -898472.687500 Penalty: 846.382996
	Iteration 157Q: 3 clusters Score -898472.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -898489.812500 Penalty: 846.382996
	Iteration 158Q: 3 clusters Score -898489.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -898510.812500 Penalty: 846.382996
	Iteration 159Q: 3 clusters Score -898510.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -898535.375000 Penalty: 846.382996
	Iteration 160F: 3 clusters Score -898535.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -898559.062500 Penalty: 846.382996
	Iteration 161Q: 3 clusters Score -898559.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -898576.375000 Penalty: 846.382996
	Iteration 162Q: 3 clusters Score -898576.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -898588.875000 Penalty: 846.382996
	Iteration 163Q: 3 clusters Score -898588.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -898603.125000 Penalty: 846.382996
	Iteration 164Q: 3 clusters Score -898603.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -898617.125000 Penalty: 846.382996
	Iteration 165Q: 3 clusters Score -898617.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -898631.125000 Penalty: 846.382996
	Iteration 166Q: 3 clusters Score -898631.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -898641.187500 Penalty: 846.382996
	Iteration 167Q: 3 clusters Score -898641.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -898652.000000 Penalty: 846.382996
	Iteration 168Q: 3 clusters Score -898652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -898658.312500 Penalty: 846.382996
	Iteration 169Q: 3 clusters Score -898658.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -898664.187500 Penalty: 846.382996
	Iteration 170Q: 3 clusters Score -898664.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898670.437500 Penalty: 846.382996
	Iteration 171Q: 3 clusters Score -898670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -898674.437500 Penalty: 846.382996
	Iteration 172Q: 3 clusters Score -898674.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -898678.250000 Penalty: 846.382996
	Iteration 173Q: 3 clusters Score -898678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -898681.312500 Penalty: 846.382996
	Iteration 174Q: 3 clusters Score -898681.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -898683.625000 Penalty: 846.382996
	Iteration 175Q: 3 clusters Score -898683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -898685.125000 Penalty: 846.382996
	Iteration 176Q: 3 clusters Score -898685.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -898688.687500 Penalty: 846.382996
	Iteration 177Q: 3 clusters Score -898688.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -898690.187500 Penalty: 846.382996
	Iteration 178Q: 3 clusters Score -898690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -898694.625000 Penalty: 846.382996
	Iteration 179Q: 3 clusters Score -898694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -898695.750000 Penalty: 846.382996
	Iteration 180F: 3 clusters Score -898695.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -898697.750000 Penalty: 846.382996
	Iteration 181Q: 3 clusters Score -898697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -898698.312500 Penalty: 846.382996
	Iteration 182Q: 3 clusters Score -898698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -898699.937500 Penalty: 846.382996
	Iteration 183Q: 3 clusters Score -898699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -898700.875000 Penalty: 846.382996
	Iteration 184Q: 3 clusters Score -898700.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -898701.312500 Penalty: 846.382996
	Iteration 185Q: 3 clusters Score -898701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -898702.500000 Penalty: 846.382996
	Iteration 186Q: 3 clusters Score -898702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -898699.625000 Penalty: 846.382996
	Iteration 187Q: 3 clusters Score -898699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -898701.625000 Penalty: 846.382996
	Iteration 188Q: 3 clusters Score -898701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -898702.812500 Penalty: 846.382996
	Iteration 189Q: 3 clusters Score -898702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -898706.000000 Penalty: 846.382996
	Iteration 190Q: 3 clusters Score -898706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -898707.125000 Penalty: 846.382996
	Iteration 191Q: 3 clusters Score -898707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -898709.062500 Penalty: 846.382996
	Iteration 192Q: 3 clusters Score -898709.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -898710.000000 Penalty: 846.382996
	Iteration 193Q: 3 clusters Score -898710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -898711.312500 Penalty: 846.382996
	Iteration 194Q: 3 clusters Score -898711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -898712.312500 Penalty: 846.382996
	Iteration 195Q: 3 clusters Score -898712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -898713.500000 Penalty: 846.382996
	Iteration 196Q: 3 clusters Score -898713.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -898713.062500 Penalty: 846.382996
	Iteration 197Q: 3 clusters Score -898713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -898712.437500 Penalty: 846.382996
	Iteration 198Q: 3 clusters Score -898712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -898711.937500 Penalty: 846.382996
	Iteration 199Q: 3 clusters Score -898711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -898713.437500 Penalty: 846.382996
	Iteration 200F: 3 clusters Score -898713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -898713.187500 Penalty: 846.382996
	Iteration 201Q: 3 clusters Score -898713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -898713.625000 Penalty: 846.382996
	Iteration 202Q: 3 clusters Score -898713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -898716.562500 Penalty: 846.382996
	Iteration 203Q: 3 clusters Score -898716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -898717.625000 Penalty: 846.382996
	Iteration 204Q: 3 clusters Score -898717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -898721.937500 Penalty: 846.382996
	Iteration 205Q: 3 clusters Score -898721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -898721.562500 Penalty: 846.382996
	Iteration 206Q: 3 clusters Score -898721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -898720.375000 Penalty: 846.382996
	Iteration 207Q: 3 clusters Score -898720.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -898721.000000 Penalty: 846.382996
	Iteration 208Q: 3 clusters Score -898721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -898720.375000 Penalty: 846.382996
	Iteration 209Q: 3 clusters Score -898720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -898723.375000 Penalty: 846.382996
	Iteration 210Q: 3 clusters Score -898723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -898726.250000 Penalty: 846.382996
	Iteration 211Q: 3 clusters Score -898726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -898724.562500 Penalty: 846.382996
	Iteration 212Q: 3 clusters Score -898724.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -898725.000000 Penalty: 846.382996
	Iteration 213Q: 3 clusters Score -898725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -898726.625000 Penalty: 846.382996
	Iteration 214Q: 3 clusters Score -898726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -898726.750000 Penalty: 846.382996
	Iteration 215Q: 3 clusters Score -898726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -898726.937500 Penalty: 846.382996
	Iteration 216Q: 3 clusters Score -898726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -898729.312500 Penalty: 846.382996
	Iteration 217Q: 3 clusters Score -898729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -898731.125000 Penalty: 846.382996
	Iteration 218Q: 3 clusters Score -898731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -898732.250000 Penalty: 846.382996
	Iteration 219Q: 3 clusters Score -898732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -898733.062500 Penalty: 846.382996
	Iteration 220F: 3 clusters Score -898733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -898734.625000 Penalty: 846.382996
	Iteration 221Q: 3 clusters Score -898734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -898736.312500 Penalty: 846.382996
	Iteration 222Q: 3 clusters Score -898736.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -898736.437500 Penalty: 846.382996
	Iteration 223Q: 3 clusters Score -898736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -898738.125000 Penalty: 846.382996
	Iteration 224Q: 3 clusters Score -898738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -898739.500000 Penalty: 846.382996
	Iteration 225Q: 3 clusters Score -898739.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -898739.750000 Penalty: 846.382996
	Iteration 226Q: 3 clusters Score -898739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -898740.625000 Penalty: 846.382996
	Iteration 227Q: 3 clusters Score -898740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -898744.187500 Penalty: 846.382996
	Iteration 228Q: 3 clusters Score -898744.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -898744.312500 Penalty: 846.382996
	Iteration 229Q: 3 clusters Score -898744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -898745.375000 Penalty: 846.382996
	Iteration 230Q: 3 clusters Score -898745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -898745.375000 Penalty: 846.382996
	Iteration 231Q: 3 clusters Score -898745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -898745.875000 Penalty: 846.382996
	Iteration 232Q: 3 clusters Score -898745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -898746.625000 Penalty: 846.382996
	Iteration 233Q: 3 clusters Score -898746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -898746.250000 Penalty: 846.382996
	Iteration 234Q: 3 clusters Score -898746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -898746.125000 Penalty: 846.382996
	Iteration 235Q: 3 clusters Score -898746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -898746.312500 Penalty: 846.382996
	Iteration 236Q: 3 clusters Score -898746.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -898747.500000 Penalty: 846.382996
	Iteration 237Q: 3 clusters Score -898747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -898746.875000 Penalty: 846.382996
	Iteration 238Q: 3 clusters Score -898746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -898748.687500 Penalty: 846.382996
	Iteration 239Q: 3 clusters Score -898748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -898748.562500 Penalty: 846.382996
	Iteration 240F: 3 clusters Score -898748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -898748.562500 Penalty: 846.382996
	Iteration 241Q: 3 clusters Score -898748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -898748.562500 Penalty: 846.382996
	Iteration 242F: 3 clusters Score -898748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -209000.906250 Penalty: 359.004486
	Iteration 0F: 2 clusters Score -209000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207066.531250 Penalty: 718.008972
	Iteration 0F: 3 clusters Score -207066.5 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -207697.250000 Penalty: 718.008972
	Iteration 1F: 3 clusters Score -207697.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -207775.375000 Penalty: 718.008972
	Iteration 2F: 3 clusters Score -207775.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -207875.531250 Penalty: 718.008972
	Iteration 3F: 3 clusters Score -207875.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207978.500000 Penalty: 718.008972
	Iteration 4F: 3 clusters Score -207978.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208094.218750 Penalty: 718.008972
	Iteration 5F: 3 clusters Score -208094.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208237.718750 Penalty: 718.008972
	Iteration 6F: 3 clusters Score -208237.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208326.296875 Penalty: 718.008972
	Iteration 7Q: 3 clusters Score -208326.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -208398.937500 Penalty: 718.008972
	Iteration 8Q: 3 clusters Score -208398.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -208464.609375 Penalty: 718.008972
	Iteration 9Q: 3 clusters Score -208464.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -208513.203125 Penalty: 718.008972
	Iteration 10Q: 3 clusters Score -208513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -208549.578125 Penalty: 718.008972
	Iteration 11Q: 3 clusters Score -208549.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -208586.515625 Penalty: 718.008972
	Iteration 12Q: 3 clusters Score -208586.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -208615.734375 Penalty: 718.008972
	Iteration 13Q: 3 clusters Score -208615.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -208636.031250 Penalty: 718.008972
	Iteration 14Q: 3 clusters Score -208636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -208647.453125 Penalty: 718.008972
	Iteration 15Q: 3 clusters Score -208647.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -208655.265625 Penalty: 718.008972
	Iteration 16Q: 3 clusters Score -208655.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -208669.625000 Penalty: 718.008972
	Iteration 17Q: 3 clusters Score -208669.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -208683.593750 Penalty: 718.008972
	Iteration 18Q: 3 clusters Score -208683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -208693.046875 Penalty: 718.008972
	Iteration 19Q: 3 clusters Score -208693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -208700.093750 Penalty: 718.008972
	Iteration 20F: 3 clusters Score -208700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -208704.140625 Penalty: 718.008972
	Iteration 21Q: 3 clusters Score -208704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -208704.765625 Penalty: 718.008972
	Iteration 22Q: 3 clusters Score -208704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -208705.828125 Penalty: 718.008972
	Iteration 23Q: 3 clusters Score -208705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -208707.046875 Penalty: 718.008972
	Iteration 24Q: 3 clusters Score -208707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -208708.062500 Penalty: 718.008972
	Iteration 25Q: 3 clusters Score -208708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -208709.015625 Penalty: 718.008972
	Iteration 26Q: 3 clusters Score -208709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -208709.015625 Penalty: 718.008972
	Iteration 27F: 3 clusters Score -208709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -15002.451172 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -15002.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14620.874023 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -14620.87 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14773.740234 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -14773.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14817.478516 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -14817.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14843.217773 Penalty: 541.508484
	Iteration 3Q: 3 clusters Score -14843.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14860.698242 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -14860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14874.931641 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -14874.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14892.619141 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -14892.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14902.298828 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -14902.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14915.270508 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -14915.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14927.559570 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -14927.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14940.115234 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -14940.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14948.247070 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -14948.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14954.531250 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -14954.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14956.707031 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -14956.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14959.831055 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -14959.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14960.781250 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -14960.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14960.982422 Penalty: 541.508484
	Iteration 16Q: 3 clusters Score -14960.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14961.254883 Penalty: 541.508484
	Iteration 17Q: 3 clusters Score -14961.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14961.633789 Penalty: 541.508484
	Iteration 18Q: 3 clusters Score -14961.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14962.926758 Penalty: 541.508484
	Iteration 19Q: 3 clusters Score -14962.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14966.409180 Penalty: 541.508484
	Iteration 20F: 3 clusters Score -14966.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14968.310547 Penalty: 541.508484
	Iteration 21Q: 3 clusters Score -14968.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14970.231445 Penalty: 541.508484
	Iteration 22Q: 3 clusters Score -14970.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -14971.278320 Penalty: 541.508484
	Iteration 23Q: 3 clusters Score -14971.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14972.655273 Penalty: 541.508484
	Iteration 24Q: 3 clusters Score -14972.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14973.030273 Penalty: 541.508484
	Iteration 25Q: 3 clusters Score -14973.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14973.030273 Penalty: 541.508484
	Iteration 26F: 3 clusters Score -14973.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Entering Unmasked Estep 
Score: -3424514.250000 Penalty: 486.791626
	Iteration 0F: 2 clusters Score -3424514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3396134.250000 Penalty: 973.583252
	Iteration 0F: 3 clusters Score -3396134 nChanged 21370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3410759.250000 Penalty: 973.583252
	Iteration 1F: 3 clusters Score -3410759 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -3412906.750000 Penalty: 973.583252
	Iteration 2F: 3 clusters Score -3412907 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3415592.750000 Penalty: 973.583252
	Iteration 3F: 3 clusters Score -3415593 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -3418379.000000 Penalty: 973.583252
	Iteration 4F: 3 clusters Score -3418379 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -3420674.000000 Penalty: 973.583252
	Iteration 5F: 3 clusters Score -3420674 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -3422271.000000 Penalty: 973.583252
	Iteration 6Q: 3 clusters Score -3422271 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -3423307.000000 Penalty: 973.583252
	Iteration 7Q: 3 clusters Score -3423307 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -3424056.250000 Penalty: 973.583252
	Iteration 8Q: 3 clusters Score -3424056 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -3424370.750000 Penalty: 973.583252
	Iteration 9Q: 3 clusters Score -3424371 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -3424441.250000 Penalty: 973.583252
	Iteration 10Q: 3 clusters Score -3424441 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -3424463.750000 Penalty: 973.583252
	Iteration 11Q: 3 clusters Score -3424464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -3424423.250000 Penalty: 973.583252
	Iteration 12Q: 3 clusters Score -3424423 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -3424408.250000 Penalty: 973.583252
	Iteration 13Q: 3 clusters Score -3424408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -3424369.750000 Penalty: 973.583252
	Iteration 14Q: 3 clusters Score -3424370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -3424349.500000 Penalty: 973.583252
	Iteration 15Q: 3 clusters Score -3424350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -3424328.750000 Penalty: 973.583252
	Iteration 16Q: 3 clusters Score -3424329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -3424312.250000 Penalty: 973.583252
	Iteration 17Q: 3 clusters Score -3424312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -3424304.500000 Penalty: 973.583252
	Iteration 18Q: 3 clusters Score -3424304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -3424292.750000 Penalty: 973.583252
	Iteration 19Q: 3 clusters Score -3424293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -3424280.750000 Penalty: 973.583252
	Iteration 20F: 3 clusters Score -3424281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -3424272.000000 Penalty: 973.583252
	Iteration 21Q: 3 clusters Score -3424272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -3424248.250000 Penalty: 973.583252
	Iteration 22Q: 3 clusters Score -3424248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -3424251.000000 Penalty: 973.583252
	Iteration 23Q: 3 clusters Score -3424251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -3424249.750000 Penalty: 973.583252
	Iteration 24Q: 3 clusters Score -3424250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -3424247.000000 Penalty: 973.583252
	Iteration 25Q: 3 clusters Score -3424247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -3424234.250000 Penalty: 973.583252
	Iteration 26Q: 3 clusters Score -3424234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -3424234.750000 Penalty: 973.583252
	Iteration 27Q: 3 clusters Score -3424235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -3424232.250000 Penalty: 973.583252
	Iteration 28Q: 3 clusters Score -3424232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -3424229.000000 Penalty: 973.583252
	Iteration 29Q: 3 clusters Score -3424229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -3424227.500000 Penalty: 973.583252
	Iteration 30Q: 3 clusters Score -3424228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -3424221.250000 Penalty: 973.583252
	Iteration 31Q: 3 clusters Score -3424221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -3424223.500000 Penalty: 973.583252
	Iteration 32Q: 3 clusters Score -3424224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -3424225.500000 Penalty: 973.583252
	Iteration 33Q: 3 clusters Score -3424226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -3424227.500000 Penalty: 973.583252
	Iteration 34Q: 3 clusters Score -3424228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -3424224.500000 Penalty: 973.583252
	Iteration 35Q: 3 clusters Score -3424224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -3424218.500000 Penalty: 973.583252
	Iteration 36Q: 3 clusters Score -3424218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -3424219.500000 Penalty: 973.583252
	Iteration 37Q: 3 clusters Score -3424220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -3424218.000000 Penalty: 973.583252
	Iteration 38Q: 3 clusters Score -3424218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -3424225.000000 Penalty: 973.583252
	Iteration 39Q: 3 clusters Score -3424225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -3424225.000000 Penalty: 973.583252
	Iteration 40F: 3 clusters Score -3424225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Entering Unmasked Estep 
Score: -226172.156250 Penalty: 365.840363
	Iteration 0F: 2 clusters Score -226172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -224071.921875 Penalty: 731.680725
	Iteration 0F: 3 clusters Score -224071.9 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -224964.187500 Penalty: 731.680725
	Iteration 1F: 3 clusters Score -224964.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -225153.375000 Penalty: 731.680725
	Iteration 2F: 3 clusters Score -225153.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -225324.000000 Penalty: 731.680725
	Iteration 3F: 3 clusters Score -225324 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -225434.328125 Penalty: 731.680725
	Iteration 4F: 3 clusters Score -225434.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -225480.875000 Penalty: 731.680725
	Iteration 5Q: 3 clusters Score -225480.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -225507.000000 Penalty: 731.680725
	Iteration 6Q: 3 clusters Score -225507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -225522.015625 Penalty: 731.680725
	Iteration 7Q: 3 clusters Score -225522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -225532.078125 Penalty: 731.680725
	Iteration 8Q: 3 clusters Score -225532.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -225539.984375 Penalty: 731.680725
	Iteration 9Q: 3 clusters Score -225540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -225550.781250 Penalty: 731.680725
	Iteration 10Q: 3 clusters Score -225550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -225561.015625 Penalty: 731.680725
	Iteration 11Q: 3 clusters Score -225561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -225567.687500 Penalty: 731.680725
	Iteration 12Q: 3 clusters Score -225567.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -225575.359375 Penalty: 731.680725
	Iteration 13Q: 3 clusters Score -225575.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -225583.140625 Penalty: 731.680725
	Iteration 14Q: 3 clusters Score -225583.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -225589.390625 Penalty: 731.680725
	Iteration 15Q: 3 clusters Score -225589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -225595.375000 Penalty: 731.680725
	Iteration 16Q: 3 clusters Score -225595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -225600.828125 Penalty: 731.680725
	Iteration 17Q: 3 clusters Score -225600.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -225606.390625 Penalty: 731.680725
	Iteration 18Q: 3 clusters Score -225606.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -225616.125000 Penalty: 731.680725
	Iteration 19Q: 3 clusters Score -225616.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -225626.937500 Penalty: 731.680725
	Iteration 20F: 3 clusters Score -225626.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -225636.437500 Penalty: 731.680725
	Iteration 21Q: 3 clusters Score -225636.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -225647.750000 Penalty: 731.680725
	Iteration 22Q: 3 clusters Score -225647.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -225662.890625 Penalty: 731.680725
	Iteration 23Q: 3 clusters Score -225662.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -225678.875000 Penalty: 731.680725
	Iteration 24Q: 3 clusters Score -225678.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -225692.921875 Penalty: 731.680725
	Iteration 25Q: 3 clusters Score -225692.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -225706.484375 Penalty: 731.680725
	Iteration 26Q: 3 clusters Score -225706.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -225717.671875 Penalty: 731.680725
	Iteration 27Q: 3 clusters Score -225717.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -225725.593750 Penalty: 731.680725
	Iteration 28Q: 3 clusters Score -225725.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -225730.171875 Penalty: 731.680725
	Iteration 29Q: 3 clusters Score -225730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -225736.156250 Penalty: 731.680725
	Iteration 30Q: 3 clusters Score -225736.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -225743.187500 Penalty: 731.680725
	Iteration 31Q: 3 clusters Score -225743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -225746.312500 Penalty: 731.680725
	Iteration 32Q: 3 clusters Score -225746.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -225751.125000 Penalty: 731.680725
	Iteration 33Q: 3 clusters Score -225751.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -225754.859375 Penalty: 731.680725
	Iteration 34Q: 3 clusters Score -225754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -225757.062500 Penalty: 731.680725
	Iteration 35Q: 3 clusters Score -225757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -225760.234375 Penalty: 731.680725
	Iteration 36Q: 3 clusters Score -225760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -225761.890625 Penalty: 731.680725
	Iteration 37Q: 3 clusters Score -225761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -225762.906250 Penalty: 731.680725
	Iteration 38Q: 3 clusters Score -225762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -225764.093750 Penalty: 731.680725
	Iteration 39Q: 3 clusters Score -225764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -225765.343750 Penalty: 731.680725
	Iteration 40F: 3 clusters Score -225765.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -225767.000000 Penalty: 731.680725
	Iteration 41Q: 3 clusters Score -225767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -225769.406250 Penalty: 731.680725
	Iteration 42Q: 3 clusters Score -225769.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -225773.281250 Penalty: 731.680725
	Iteration 43Q: 3 clusters Score -225773.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -225775.359375 Penalty: 731.680725
	Iteration 44Q: 3 clusters Score -225775.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -225778.156250 Penalty: 731.680725
	Iteration 45Q: 3 clusters Score -225778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -225779.015625 Penalty: 731.680725
	Iteration 46Q: 3 clusters Score -225779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -225779.437500 Penalty: 731.680725
	Iteration 47Q: 3 clusters Score -225779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -225779.468750 Penalty: 731.680725
	Iteration 48Q: 3 clusters Score -225779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -225780.062500 Penalty: 731.680725
	Iteration 49Q: 3 clusters Score -225780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -225780.593750 Penalty: 731.680725
	Iteration 50Q: 3 clusters Score -225780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -225781.125000 Penalty: 731.680725
	Iteration 51Q: 3 clusters Score -225781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -225782.062500 Penalty: 731.680725
	Iteration 52Q: 3 clusters Score -225782.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -225783.609375 Penalty: 731.680725
	Iteration 53Q: 3 clusters Score -225783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -225785.156250 Penalty: 731.680725
	Iteration 54Q: 3 clusters Score -225785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -225786.203125 Penalty: 731.680725
	Iteration 55Q: 3 clusters Score -225786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -225787.531250 Penalty: 731.680725
	Iteration 56Q: 3 clusters Score -225787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -225790.109375 Penalty: 731.680725
	Iteration 57Q: 3 clusters Score -225790.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -225792.890625 Penalty: 731.680725
	Iteration 58Q: 3 clusters Score -225792.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -225796.171875 Penalty: 731.680725
	Iteration 59Q: 3 clusters Score -225796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -225800.734375 Penalty: 731.680725
	Iteration 60F: 3 clusters Score -225800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -225803.593750 Penalty: 731.680725
	Iteration 61Q: 3 clusters Score -225803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -225805.250000 Penalty: 731.680725
	Iteration 62Q: 3 clusters Score -225805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -225806.812500 Penalty: 731.680725
	Iteration 63Q: 3 clusters Score -225806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -225807.109375 Penalty: 731.680725
	Iteration 64Q: 3 clusters Score -225807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -225808.578125 Penalty: 731.680725
	Iteration 65Q: 3 clusters Score -225808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -225810.078125 Penalty: 731.680725
	Iteration 66Q: 3 clusters Score -225810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -225810.218750 Penalty: 731.680725
	Iteration 67Q: 3 clusters Score -225810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -225811.109375 Penalty: 731.680725
	Iteration 68Q: 3 clusters Score -225811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -225811.796875 Penalty: 731.680725
	Iteration 69Q: 3 clusters Score -225811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -225812.203125 Penalty: 731.680725
	Iteration 70Q: 3 clusters Score -225812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -225812.437500 Penalty: 731.680725
	Iteration 71Q: 3 clusters Score -225812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -225812.593750 Penalty: 731.680725
	Iteration 72Q: 3 clusters Score -225812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -225813.015625 Penalty: 731.680725
	Iteration 73Q: 3 clusters Score -225813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -225813.343750 Penalty: 731.680725
	Iteration 74Q: 3 clusters Score -225813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -225813.515625 Penalty: 731.680725
	Iteration 75Q: 3 clusters Score -225813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -225814.109375 Penalty: 731.680725
	Iteration 76Q: 3 clusters Score -225814.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -225815.171875 Penalty: 731.680725
	Iteration 77Q: 3 clusters Score -225815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -225816.093750 Penalty: 731.680725
	Iteration 78Q: 3 clusters Score -225816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -225816.390625 Penalty: 731.680725
	Iteration 79Q: 3 clusters Score -225816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -225816.296875 Penalty: 731.680725
	Iteration 80F: 3 clusters Score -225816.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -225816.593750 Penalty: 731.680725
	Iteration 81Q: 3 clusters Score -225816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -225816.343750 Penalty: 731.680725
	Iteration 82Q: 3 clusters Score -225816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -225816.640625 Penalty: 731.680725
	Iteration 83Q: 3 clusters Score -225816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -225816.984375 Penalty: 731.680725
	Iteration 84Q: 3 clusters Score -225817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -225816.562500 Penalty: 731.680725
	Iteration 85Q: 3 clusters Score -225816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -225816.562500 Penalty: 731.680725
	Iteration 86F: 3 clusters Score -225816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -3849.317627 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -3849.318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3577.165283 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -3577.165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3680.052490 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -3680.052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3714.126953 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -3714.127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3739.728760 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -3739.729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3763.692627 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -3763.693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3773.097168 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -3773.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3773.694580 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -3773.695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3773.694580 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -3773.695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -49753.734375 Penalty: 299.229370
	Iteration 0F: 2 clusters Score -49753.73 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 372 members 
Entering Unmasked Estep 
Score: -49149.718750 Penalty: 598.458740
	Iteration 0F: 3 clusters Score -49149.72 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49339.792969 Penalty: 598.458740
	Iteration 1F: 3 clusters Score -49339.79 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49397.390625 Penalty: 598.458740
	Iteration 2F: 3 clusters Score -49397.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -49438.257812 Penalty: 598.458740
	Iteration 3F: 3 clusters Score -49438.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -49469.316406 Penalty: 598.458740
	Iteration 4F: 3 clusters Score -49469.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -49492.539062 Penalty: 598.458740
	Iteration 5Q: 3 clusters Score -49492.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -49534.785156 Penalty: 598.458740
	Iteration 6Q: 3 clusters Score -49534.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -49573.347656 Penalty: 598.458740
	Iteration 7Q: 3 clusters Score -49573.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -49605.207031 Penalty: 598.458740
	Iteration 8Q: 3 clusters Score -49605.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -49627.214844 Penalty: 598.458740
	Iteration 9Q: 3 clusters Score -49627.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -49637.617188 Penalty: 598.458740
	Iteration 10Q: 3 clusters Score -49637.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -49641.542969 Penalty: 598.458740
	Iteration 11Q: 3 clusters Score -49641.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -49644.117188 Penalty: 598.458740
	Iteration 12Q: 3 clusters Score -49644.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -49645.906250 Penalty: 598.458740
	Iteration 13Q: 3 clusters Score -49645.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49647.265625 Penalty: 598.458740
	Iteration 14Q: 3 clusters Score -49647.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49653.535156 Penalty: 598.458740
	Iteration 15F: 3 clusters Score -49653.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -49669.550781 Penalty: 598.458740
	Iteration 16Q: 3 clusters Score -49669.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -49678.714844 Penalty: 598.458740
	Iteration 17Q: 3 clusters Score -49678.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -49685.265625 Penalty: 598.458740
	Iteration 18Q: 3 clusters Score -49685.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -49686.664062 Penalty: 598.458740
	Iteration 19Q: 3 clusters Score -49686.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -49688.214844 Penalty: 598.458740
	Iteration 20F: 3 clusters Score -49688.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -49690.746094 Penalty: 598.458740
	Iteration 21Q: 3 clusters Score -49690.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -49693.339844 Penalty: 598.458740
	Iteration 22Q: 3 clusters Score -49693.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49693.886719 Penalty: 598.458740
	Iteration 23Q: 3 clusters Score -49693.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -49694.535156 Penalty: 598.458740
	Iteration 24Q: 3 clusters Score -49694.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -49696.582031 Penalty: 598.458740
	Iteration 25Q: 3 clusters Score -49696.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49697.667969 Penalty: 598.458740
	Iteration 26Q: 3 clusters Score -49697.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49697.667969 Penalty: 598.458740
	Iteration 27F: 3 clusters Score -49697.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (44047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Entering Unmasked Estep 
Score: -3559045.000000 Penalty: 486.532043
	Iteration 0F: 2 clusters Score -3559045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -3539937.250000 Penalty: 973.064087
	Iteration 0F: 3 clusters Score -3539937 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3554305.000000 Penalty: 973.064087
	Iteration 1F: 3 clusters Score -3554305 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3556779.250000 Penalty: 973.064087
	Iteration 2F: 3 clusters Score -3556779 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3560193.750000 Penalty: 973.064087
	Iteration 3F: 3 clusters Score -3560194 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3562964.250000 Penalty: 973.064087
	Iteration 4F: 3 clusters Score -3562964 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3564131.500000 Penalty: 973.064087
	Iteration 5F: 3 clusters Score -3564132 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3564555.750000 Penalty: 973.064087
	Iteration 6Q: 3 clusters Score -3564556 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3564849.000000 Penalty: 973.064087
	Iteration 7Q: 3 clusters Score -3564849 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3565045.250000 Penalty: 973.064087
	Iteration 8Q: 3 clusters Score -3565045 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3565164.750000 Penalty: 973.064087
	Iteration 9Q: 3 clusters Score -3565165 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3565307.750000 Penalty: 973.064087
	Iteration 10Q: 3 clusters Score -3565308 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3565393.250000 Penalty: 973.064087
	Iteration 11Q: 3 clusters Score -3565393 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3565537.000000 Penalty: 973.064087
	Iteration 12Q: 3 clusters Score -3565537 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3565692.000000 Penalty: 973.064087
	Iteration 13Q: 3 clusters Score -3565692 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3565797.500000 Penalty: 973.064087
	Iteration 14Q: 3 clusters Score -3565798 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3565904.500000 Penalty: 973.064087
	Iteration 15Q: 3 clusters Score -3565904 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3566005.250000 Penalty: 973.064087
	Iteration 16Q: 3 clusters Score -3566005 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3566048.250000 Penalty: 973.064087
	Iteration 17Q: 3 clusters Score -3566048 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3566050.250000 Penalty: 973.064087
	Iteration 18Q: 3 clusters Score -3566050 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3566035.500000 Penalty: 973.064087
	Iteration 19Q: 3 clusters Score -3566036 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3566060.750000 Penalty: 973.064087
	Iteration 20F: 3 clusters Score -3566061 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3566103.000000 Penalty: 973.064087
	Iteration 21Q: 3 clusters Score -3566103 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3566088.750000 Penalty: 973.064087
	Iteration 22Q: 3 clusters Score -3566089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3566089.750000 Penalty: 973.064087
	Iteration 23Q: 3 clusters Score -3566090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3566069.500000 Penalty: 973.064087
	Iteration 24Q: 3 clusters Score -3566070 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3566070.250000 Penalty: 973.064087
	Iteration 25Q: 3 clusters Score -3566070 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3566059.000000 Penalty: 973.064087
	Iteration 26Q: 3 clusters Score -3566059 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3566037.000000 Penalty: 973.064087
	Iteration 27Q: 3 clusters Score -3566037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3566028.250000 Penalty: 973.064087
	Iteration 28Q: 3 clusters Score -3566028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3566030.500000 Penalty: 973.064087
	Iteration 29Q: 3 clusters Score -3566030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3566016.500000 Penalty: 973.064087
	Iteration 30Q: 3 clusters Score -3566016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3566012.500000 Penalty: 973.064087
	Iteration 31Q: 3 clusters Score -3566012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3566014.750000 Penalty: 973.064087
	Iteration 32Q: 3 clusters Score -3566015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3566017.750000 Penalty: 973.064087
	Iteration 33Q: 3 clusters Score -3566018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3566038.000000 Penalty: 973.064087
	Iteration 34Q: 3 clusters Score -3566038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3566040.250000 Penalty: 973.064087
	Iteration 35Q: 3 clusters Score -3566040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3566026.250000 Penalty: 973.064087
	Iteration 36Q: 3 clusters Score -3566026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3566025.250000 Penalty: 973.064087
	Iteration 37Q: 3 clusters Score -3566025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3566019.500000 Penalty: 973.064087
	Iteration 38Q: 3 clusters Score -3566020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3566020.500000 Penalty: 973.064087
	Iteration 39Q: 3 clusters Score -3566020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3566013.750000 Penalty: 973.064087
	Iteration 40F: 3 clusters Score -3566014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3566025.250000 Penalty: 973.064087
	Iteration 41Q: 3 clusters Score -3566025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3566033.500000 Penalty: 973.064087
	Iteration 42Q: 3 clusters Score -3566034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3566038.250000 Penalty: 973.064087
	Iteration 43Q: 3 clusters Score -3566038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3566038.250000 Penalty: 973.064087
	Iteration 44Q: 3 clusters Score -3566038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3566043.250000 Penalty: 973.064087
	Iteration 45Q: 3 clusters Score -3566043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3566044.500000 Penalty: 973.064087
	Iteration 46Q: 3 clusters Score -3566044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3566046.500000 Penalty: 973.064087
	Iteration 47Q: 3 clusters Score -3566046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3566058.500000 Penalty: 973.064087
	Iteration 48Q: 3 clusters Score -3566058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3566054.250000 Penalty: 973.064087
	Iteration 49Q: 3 clusters Score -3566054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3566053.500000 Penalty: 973.064087
	Iteration 50Q: 3 clusters Score -3566054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3566061.750000 Penalty: 973.064087
	Iteration 51Q: 3 clusters Score -3566062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3566055.250000 Penalty: 973.064087
	Iteration 52Q: 3 clusters Score -3566055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3566054.500000 Penalty: 973.064087
	Iteration 53Q: 3 clusters Score -3566054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3566052.750000 Penalty: 973.064087
	Iteration 54Q: 3 clusters Score -3566053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3566053.250000 Penalty: 973.064087
	Iteration 55Q: 3 clusters Score -3566053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3566057.500000 Penalty: 973.064087
	Iteration 56Q: 3 clusters Score -3566058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3566057.250000 Penalty: 973.064087
	Iteration 57Q: 3 clusters Score -3566057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3566060.750000 Penalty: 973.064087
	Iteration 58Q: 3 clusters Score -3566061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3566056.500000 Penalty: 973.064087
	Iteration 59Q: 3 clusters Score -3566056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3566062.000000 Penalty: 973.064087
	Iteration 60F: 3 clusters Score -3566062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3566064.500000 Penalty: 973.064087
	Iteration 61Q: 3 clusters Score -3566064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3566063.000000 Penalty: 973.064087
	Iteration 62Q: 3 clusters Score -3566063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3566071.750000 Penalty: 973.064087
	Iteration 63Q: 3 clusters Score -3566072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3566063.250000 Penalty: 973.064087
	Iteration 64Q: 3 clusters Score -3566063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3566064.000000 Penalty: 973.064087
	Iteration 65Q: 3 clusters Score -3566064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3566058.000000 Penalty: 973.064087
	Iteration 66Q: 3 clusters Score -3566058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3566055.000000 Penalty: 973.064087
	Iteration 67Q: 3 clusters Score -3566055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3566055.000000 Penalty: 973.064087
	Iteration 68F: 3 clusters Score -3566055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 456 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Entering Unmasked Estep 
Score: -42125496.000000 Penalty: 34912.312500
Splitting cluster 22 changes total score from -42107356.000000 to -42125496.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 23 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -51629.679688 Penalty: 303.230621
	Iteration 0F: 2 clusters Score -51629.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -51025.929688 Penalty: 606.461243
	Iteration 0F: 3 clusters Score -51025.93 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51339.996094 Penalty: 606.461243
	Iteration 1F: 3 clusters Score -51340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -51484.511719 Penalty: 606.461243
	Iteration 2F: 3 clusters Score -51484.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51560.570312 Penalty: 606.461243
	Iteration 3F: 3 clusters Score -51560.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51587.527344 Penalty: 606.461243
	Iteration 4Q: 3 clusters Score -51587.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51598.121094 Penalty: 606.461243
	Iteration 5Q: 3 clusters Score -51598.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51601.117188 Penalty: 606.461243
	Iteration 6Q: 3 clusters Score -51601.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51605.218750 Penalty: 606.461243
	Iteration 7Q: 3 clusters Score -51605.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51606.679688 Penalty: 606.461243
	Iteration 8Q: 3 clusters Score -51606.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51606.679688 Penalty: 606.461243
	Iteration 9F: 3 clusters Score -51606.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -30956.496094 Penalty: 278.573425
	Iteration 0F: 2 clusters Score -30956.5 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 231 members 
Entering Unmasked Estep 
Score: -30496.492188 Penalty: 557.146851
	Iteration 0F: 3 clusters Score -30496.49 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30624.871094 Penalty: 557.146851
	Iteration 1F: 3 clusters Score -30624.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30662.910156 Penalty: 557.146851
	Iteration 2F: 3 clusters Score -30662.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30688.564453 Penalty: 557.146851
	Iteration 3Q: 3 clusters Score -30688.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30710.962891 Penalty: 557.146851
	Iteration 4Q: 3 clusters Score -30710.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30728.937500 Penalty: 557.146851
	Iteration 5Q: 3 clusters Score -30728.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30744.699219 Penalty: 557.146851
	Iteration 6Q: 3 clusters Score -30744.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30765.283203 Penalty: 557.146851
	Iteration 7Q: 3 clusters Score -30765.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30804.533203 Penalty: 557.146851
	Iteration 8Q: 3 clusters Score -30804.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30826.511719 Penalty: 557.146851
	Iteration 9Q: 3 clusters Score -30826.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30837.802734 Penalty: 557.146851
	Iteration 10Q: 3 clusters Score -30837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30846.960938 Penalty: 557.146851
	Iteration 11Q: 3 clusters Score -30846.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30853.863281 Penalty: 557.146851
	Iteration 12Q: 3 clusters Score -30853.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30856.375000 Penalty: 557.146851
	Iteration 13Q: 3 clusters Score -30856.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30864.326172 Penalty: 557.146851
	Iteration 14Q: 3 clusters Score -30864.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30872.142578 Penalty: 557.146851
	Iteration 15Q: 3 clusters Score -30872.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30876.396484 Penalty: 557.146851
	Iteration 16Q: 3 clusters Score -30876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30878.152344 Penalty: 557.146851
	Iteration 17Q: 3 clusters Score -30878.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30879.886719 Penalty: 557.146851
	Iteration 18F: 3 clusters Score -30879.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30884.414062 Penalty: 557.146851
	Iteration 19Q: 3 clusters Score -30884.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30885.921875 Penalty: 557.146851
	Iteration 20F: 3 clusters Score -30885.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30886.712891 Penalty: 557.146851
	Iteration 21Q: 3 clusters Score -30886.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30893.404297 Penalty: 557.146851
	Iteration 22Q: 3 clusters Score -30893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30896.445312 Penalty: 557.146851
	Iteration 23Q: 3 clusters Score -30896.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30900.566406 Penalty: 557.146851
	Iteration 24Q: 3 clusters Score -30900.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30903.035156 Penalty: 557.146851
	Iteration 25Q: 3 clusters Score -30903.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30914.062500 Penalty: 557.146851
	Iteration 26Q: 3 clusters Score -30914.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30951.724609 Penalty: 557.146851
	Iteration 27Q: 3 clusters Score -30951.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31032.226562 Penalty: 557.146851
	Iteration 28Q: 3 clusters Score -31032.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31082.535156 Penalty: 557.146851
	Iteration 29Q: 3 clusters Score -31082.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31113.675781 Penalty: 557.146851
	Iteration 30Q: 3 clusters Score -31113.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31119.796875 Penalty: 557.146851
	Iteration 31Q: 3 clusters Score -31119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31119.796875 Penalty: 557.146851
	Iteration 32F: 3 clusters Score -31119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 47283 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Entering Unmasked Estep 
Score: -42125296.000000 Penalty: 35514.250000
Splitting cluster 24 changes total score from -42107356.000000 to -42125296.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 25 (14524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Entering Unmasked Estep 
Score: -1089938.250000 Penalty: 436.051880
	Iteration 0F: 2 clusters Score -1089938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1080219.500000 Penalty: 872.103760
	Iteration 0F: 3 clusters Score -1080220 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1084142.750000 Penalty: 872.103760
	Iteration 1F: 3 clusters Score -1084143 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1084443.000000 Penalty: 872.103760
	Iteration 2F: 3 clusters Score -1084443 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1084820.375000 Penalty: 872.103760
	Iteration 3F: 3 clusters Score -1084820 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1085284.250000 Penalty: 872.103760
	Iteration 4F: 3 clusters Score -1085284 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1085862.750000 Penalty: 872.103760
	Iteration 5F: 3 clusters Score -1085863 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1086424.250000 Penalty: 872.103760
	Iteration 6F: 3 clusters Score -1086424 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1086890.625000 Penalty: 872.103760
	Iteration 7F: 3 clusters Score -1086891 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1087152.750000 Penalty: 872.103760
	Iteration 8Q: 3 clusters Score -1087153 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1087267.000000 Penalty: 872.103760
	Iteration 9Q: 3 clusters Score -1087267 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1087319.125000 Penalty: 872.103760
	Iteration 10Q: 3 clusters Score -1087319 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1087352.375000 Penalty: 872.103760
	Iteration 11Q: 3 clusters Score -1087352 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1087374.875000 Penalty: 872.103760
	Iteration 12Q: 3 clusters Score -1087375 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1087401.875000 Penalty: 872.103760
	Iteration 13Q: 3 clusters Score -1087402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1087423.875000 Penalty: 872.103760
	Iteration 14Q: 3 clusters Score -1087424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1087450.000000 Penalty: 872.103760
	Iteration 15Q: 3 clusters Score -1087450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1087476.875000 Penalty: 872.103760
	Iteration 16Q: 3 clusters Score -1087477 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1087502.125000 Penalty: 872.103760
	Iteration 17Q: 3 clusters Score -1087502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1087535.750000 Penalty: 872.103760
	Iteration 18Q: 3 clusters Score -1087536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1087575.000000 Penalty: 872.103760
	Iteration 19Q: 3 clusters Score -1087575 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1087607.125000 Penalty: 872.103760
	Iteration 20F: 3 clusters Score -1087607 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1087640.000000 Penalty: 872.103760
	Iteration 21Q: 3 clusters Score -1087640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1087671.375000 Penalty: 872.103760
	Iteration 22Q: 3 clusters Score -1087671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1087711.875000 Penalty: 872.103760
	Iteration 23Q: 3 clusters Score -1087712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1087760.375000 Penalty: 872.103760
	Iteration 24Q: 3 clusters Score -1087760 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1087815.000000 Penalty: 872.103760
	Iteration 25Q: 3 clusters Score -1087815 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1087884.750000 Penalty: 872.103760
	Iteration 26Q: 3 clusters Score -1087885 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1087970.500000 Penalty: 872.103760
	Iteration 27Q: 3 clusters Score -1087970 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1088061.000000 Penalty: 872.103760
	Iteration 28Q: 3 clusters Score -1088061 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1088148.875000 Penalty: 872.103760
	Iteration 29Q: 3 clusters Score -1088149 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1088233.875000 Penalty: 872.103760
	Iteration 30Q: 3 clusters Score -1088234 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1088328.875000 Penalty: 872.103760
	Iteration 31Q: 3 clusters Score -1088329 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1088437.625000 Penalty: 872.103760
	Iteration 32Q: 3 clusters Score -1088438 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1088542.125000 Penalty: 872.103760
	Iteration 33Q: 3 clusters Score -1088542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1088638.375000 Penalty: 872.103760
	Iteration 34Q: 3 clusters Score -1088638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1088730.875000 Penalty: 872.103760
	Iteration 35Q: 3 clusters Score -1088731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1088831.000000 Penalty: 872.103760
	Iteration 36Q: 3 clusters Score -1088831 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1088924.500000 Penalty: 872.103760
	Iteration 37Q: 3 clusters Score -1088924 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1089020.500000 Penalty: 872.103760
	Iteration 38Q: 3 clusters Score -1089020 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1089106.625000 Penalty: 872.103760
	Iteration 39Q: 3 clusters Score -1089107 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1089176.750000 Penalty: 872.103760
	Iteration 40F: 3 clusters Score -1089177 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1089229.625000 Penalty: 872.103760
	Iteration 41Q: 3 clusters Score -1089230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1089278.625000 Penalty: 872.103760
	Iteration 42Q: 3 clusters Score -1089279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1089336.500000 Penalty: 872.103760
	Iteration 43Q: 3 clusters Score -1089336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1089387.500000 Penalty: 872.103760
	Iteration 44Q: 3 clusters Score -1089388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1089435.375000 Penalty: 872.103760
	Iteration 45Q: 3 clusters Score -1089435 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1089471.875000 Penalty: 872.103760
	Iteration 46Q: 3 clusters Score -1089472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1089512.375000 Penalty: 872.103760
	Iteration 47Q: 3 clusters Score -1089512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1089547.750000 Penalty: 872.103760
	Iteration 48Q: 3 clusters Score -1089548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1089577.000000 Penalty: 872.103760
	Iteration 49Q: 3 clusters Score -1089577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1089591.125000 Penalty: 872.103760
	Iteration 50Q: 3 clusters Score -1089591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1089604.625000 Penalty: 872.103760
	Iteration 51Q: 3 clusters Score -1089605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1089612.375000 Penalty: 872.103760
	Iteration 52Q: 3 clusters Score -1089612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1089622.750000 Penalty: 872.103760
	Iteration 53Q: 3 clusters Score -1089623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1089635.375000 Penalty: 872.103760
	Iteration 54Q: 3 clusters Score -1089635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1089643.000000 Penalty: 872.103760
	Iteration 55Q: 3 clusters Score -1089643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1089650.000000 Penalty: 872.103760
	Iteration 56Q: 3 clusters Score -1089650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1089658.875000 Penalty: 872.103760
	Iteration 57Q: 3 clusters Score -1089659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1089669.875000 Penalty: 872.103760
	Iteration 58Q: 3 clusters Score -1089670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1089679.375000 Penalty: 872.103760
	Iteration 59Q: 3 clusters Score -1089679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1089685.000000 Penalty: 872.103760
	Iteration 60F: 3 clusters Score -1089685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1089684.500000 Penalty: 872.103760
	Iteration 61Q: 3 clusters Score -1089684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1089683.875000 Penalty: 872.103760
	Iteration 62Q: 3 clusters Score -1089684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1089685.875000 Penalty: 872.103760
	Iteration 63Q: 3 clusters Score -1089686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1089684.875000 Penalty: 872.103760
	Iteration 64Q: 3 clusters Score -1089685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1089687.875000 Penalty: 872.103760
	Iteration 65Q: 3 clusters Score -1089688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1089687.500000 Penalty: 872.103760
	Iteration 66Q: 3 clusters Score -1089688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1089691.000000 Penalty: 872.103760
	Iteration 67Q: 3 clusters Score -1089691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1089695.125000 Penalty: 872.103760
	Iteration 68Q: 3 clusters Score -1089695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1089695.125000 Penalty: 872.103760
	Iteration 69Q: 3 clusters Score -1089695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1089694.500000 Penalty: 872.103760
	Iteration 70Q: 3 clusters Score -1089694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1089694.625000 Penalty: 872.103760
	Iteration 71Q: 3 clusters Score -1089695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1089695.875000 Penalty: 872.103760
	Iteration 72Q: 3 clusters Score -1089696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1089696.125000 Penalty: 872.103760
	Iteration 73Q: 3 clusters Score -1089696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1089696.125000 Penalty: 872.103760
	Iteration 74F: 3 clusters Score -1089696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -220288.109375 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -220288.1 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 1453 members 
Entering Unmasked Estep 
Score: -218243.046875 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -218243 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -219011.062500 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -219011.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219116.562500 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -219116.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219228.343750 Penalty: 727.296448
	Iteration 3F: 3 clusters Score -219228.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -219348.687500 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -219348.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -219451.234375 Penalty: 727.296448
	Iteration 5Q: 3 clusters Score -219451.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -219527.515625 Penalty: 727.296448
	Iteration 6Q: 3 clusters Score -219527.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219582.125000 Penalty: 727.296448
	Iteration 7Q: 3 clusters Score -219582.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219618.640625 Penalty: 727.296448
	Iteration 8Q: 3 clusters Score -219618.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -219644.953125 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -219645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219668.375000 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -219668.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -219691.609375 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -219691.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -219720.671875 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -219720.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -219748.578125 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -219748.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -219778.093750 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -219778.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -219804.312500 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -219804.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -219825.484375 Penalty: 727.296448
	Iteration 16Q: 3 clusters Score -219825.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -219865.203125 Penalty: 727.296448
	Iteration 17Q: 3 clusters Score -219865.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -219899.390625 Penalty: 727.296448
	Iteration 18Q: 3 clusters Score -219899.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -219919.781250 Penalty: 727.296448
	Iteration 19Q: 3 clusters Score -219919.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -219941.796875 Penalty: 727.296448
	Iteration 20F: 3 clusters Score -219941.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -219964.718750 Penalty: 727.296448
	Iteration 21Q: 3 clusters Score -219964.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -219982.468750 Penalty: 727.296448
	Iteration 22Q: 3 clusters Score -219982.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -220008.718750 Penalty: 727.296448
	Iteration 23Q: 3 clusters Score -220008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -220021.640625 Penalty: 727.296448
	Iteration 24Q: 3 clusters Score -220021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -220027.921875 Penalty: 727.296448
	Iteration 25Q: 3 clusters Score -220027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -220031.750000 Penalty: 727.296448
	Iteration 26Q: 3 clusters Score -220031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -220033.234375 Penalty: 727.296448
	Iteration 27Q: 3 clusters Score -220033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -220034.890625 Penalty: 727.296448
	Iteration 28Q: 3 clusters Score -220034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -220035.156250 Penalty: 727.296448
	Iteration 29Q: 3 clusters Score -220035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -220035.156250 Penalty: 727.296448
	Iteration 30F: 3 clusters Score -220035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -160619.953125 Penalty: 350.136292
	Iteration 0F: 2 clusters Score -160620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -159046.703125 Penalty: 700.272583
	Iteration 0F: 3 clusters Score -159046.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -159598.828125 Penalty: 700.272583
	Iteration 1F: 3 clusters Score -159598.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -159707.625000 Penalty: 700.272583
	Iteration 2F: 3 clusters Score -159707.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -159803.703125 Penalty: 700.272583
	Iteration 3F: 3 clusters Score -159803.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -159907.015625 Penalty: 700.272583
	Iteration 4F: 3 clusters Score -159907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -159989.078125 Penalty: 700.272583
	Iteration 5F: 3 clusters Score -159989.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -160041.921875 Penalty: 700.272583
	Iteration 6Q: 3 clusters Score -160041.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -160091.328125 Penalty: 700.272583
	Iteration 7Q: 3 clusters Score -160091.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -160126.156250 Penalty: 700.272583
	Iteration 8Q: 3 clusters Score -160126.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -160158.000000 Penalty: 700.272583
	Iteration 9Q: 3 clusters Score -160158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -160209.359375 Penalty: 700.272583
	Iteration 10Q: 3 clusters Score -160209.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -160250.515625 Penalty: 700.272583
	Iteration 11Q: 3 clusters Score -160250.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -160270.671875 Penalty: 700.272583
	Iteration 12Q: 3 clusters Score -160270.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -160284.593750 Penalty: 700.272583
	Iteration 13Q: 3 clusters Score -160284.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -160299.437500 Penalty: 700.272583
	Iteration 14Q: 3 clusters Score -160299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -160313.062500 Penalty: 700.272583
	Iteration 15Q: 3 clusters Score -160313.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -160321.468750 Penalty: 700.272583
	Iteration 16Q: 3 clusters Score -160321.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -160326.328125 Penalty: 700.272583
	Iteration 17Q: 3 clusters Score -160326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -160327.609375 Penalty: 700.272583
	Iteration 18Q: 3 clusters Score -160327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -160328.453125 Penalty: 700.272583
	Iteration 19Q: 3 clusters Score -160328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -160329.000000 Penalty: 700.272583
	Iteration 20F: 3 clusters Score -160329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -160329.718750 Penalty: 700.272583
	Iteration 21Q: 3 clusters Score -160329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -160330.015625 Penalty: 700.272583
	Iteration 22Q: 3 clusters Score -160330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -160330.406250 Penalty: 700.272583
	Iteration 23Q: 3 clusters Score -160330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -160330.406250 Penalty: 700.272583
	Iteration 24F: 3 clusters Score -160330.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -58050.023438 Penalty: 307.704193
	Iteration 0F: 2 clusters Score -58050.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57340.921875 Penalty: 615.408386
	Iteration 0F: 3 clusters Score -57340.92 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57576.589844 Penalty: 615.408386
	Iteration 1F: 3 clusters Score -57576.59 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -57649.632812 Penalty: 615.408386
	Iteration 2F: 3 clusters Score -57649.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57686.742188 Penalty: 615.408386
	Iteration 3F: 3 clusters Score -57686.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57707.285156 Penalty: 615.408386
	Iteration 4Q: 3 clusters Score -57707.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -57730.296875 Penalty: 615.408386
	Iteration 5Q: 3 clusters Score -57730.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -57744.273438 Penalty: 615.408386
	Iteration 6Q: 3 clusters Score -57744.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57756.519531 Penalty: 615.408386
	Iteration 7Q: 3 clusters Score -57756.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -57773.925781 Penalty: 615.408386
	Iteration 8Q: 3 clusters Score -57773.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -57785.773438 Penalty: 615.408386
	Iteration 9Q: 3 clusters Score -57785.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -57791.531250 Penalty: 615.408386
	Iteration 10Q: 3 clusters Score -57791.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -57795.335938 Penalty: 615.408386
	Iteration 11Q: 3 clusters Score -57795.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57801.632812 Penalty: 615.408386
	Iteration 12Q: 3 clusters Score -57801.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -57806.894531 Penalty: 615.408386
	Iteration 13Q: 3 clusters Score -57806.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -57812.277344 Penalty: 615.408386
	Iteration 14Q: 3 clusters Score -57812.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -57814.250000 Penalty: 615.408386
	Iteration 15Q: 3 clusters Score -57814.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -57818.523438 Penalty: 615.408386
	Iteration 16Q: 3 clusters Score -57818.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -57821.757812 Penalty: 615.408386
	Iteration 17Q: 3 clusters Score -57821.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -57824.414062 Penalty: 615.408386
	Iteration 18Q: 3 clusters Score -57824.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57826.777344 Penalty: 615.408386
	Iteration 19Q: 3 clusters Score -57826.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -57827.183594 Penalty: 615.408386
	Iteration 20F: 3 clusters Score -57827.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57829.046875 Penalty: 615.408386
	Iteration 21Q: 3 clusters Score -57829.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57830.171875 Penalty: 615.408386
	Iteration 22Q: 3 clusters Score -57830.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57830.515625 Penalty: 615.408386
	Iteration 23Q: 3 clusters Score -57830.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57830.515625 Penalty: 615.408386
	Iteration 24F: 3 clusters Score -57830.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Entering Unmasked Estep 
Score: -1884634.250000 Penalty: 458.580902
	Iteration 0F: 2 clusters Score -1884634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1869001.250000 Penalty: 917.161804
	Iteration 0F: 3 clusters Score -1869001 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1875648.000000 Penalty: 917.161804
	Iteration 1F: 3 clusters Score -1875648 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1876288.500000 Penalty: 917.161804
	Iteration 2F: 3 clusters Score -1876288 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1877360.625000 Penalty: 917.161804
	Iteration 3F: 3 clusters Score -1877361 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1878945.750000 Penalty: 917.161804
	Iteration 4F: 3 clusters Score -1878946 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1880774.125000 Penalty: 917.161804
	Iteration 5F: 3 clusters Score -1880774 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1882239.875000 Penalty: 917.161804
	Iteration 6F: 3 clusters Score -1882240 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1883147.750000 Penalty: 917.161804
	Iteration 7Q: 3 clusters Score -1883148 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1883683.000000 Penalty: 917.161804
	Iteration 8Q: 3 clusters Score -1883683 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1883945.250000 Penalty: 917.161804
	Iteration 9Q: 3 clusters Score -1883945 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1884080.875000 Penalty: 917.161804
	Iteration 10Q: 3 clusters Score -1884081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1884151.375000 Penalty: 917.161804
	Iteration 11Q: 3 clusters Score -1884151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1884185.625000 Penalty: 917.161804
	Iteration 12Q: 3 clusters Score -1884186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1884201.250000 Penalty: 917.161804
	Iteration 13Q: 3 clusters Score -1884201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1884210.500000 Penalty: 917.161804
	Iteration 14Q: 3 clusters Score -1884210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1884220.125000 Penalty: 917.161804
	Iteration 15Q: 3 clusters Score -1884220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1884229.500000 Penalty: 917.161804
	Iteration 16Q: 3 clusters Score -1884230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1884231.750000 Penalty: 917.161804
	Iteration 17Q: 3 clusters Score -1884232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1884233.750000 Penalty: 917.161804
	Iteration 18Q: 3 clusters Score -1884234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1884238.125000 Penalty: 917.161804
	Iteration 19Q: 3 clusters Score -1884238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1884242.250000 Penalty: 917.161804
	Iteration 20F: 3 clusters Score -1884242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1884247.125000 Penalty: 917.161804
	Iteration 21Q: 3 clusters Score -1884247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1884254.875000 Penalty: 917.161804
	Iteration 22Q: 3 clusters Score -1884255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1884260.000000 Penalty: 917.161804
	Iteration 23Q: 3 clusters Score -1884260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1884261.250000 Penalty: 917.161804
	Iteration 24Q: 3 clusters Score -1884261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1884264.500000 Penalty: 917.161804
	Iteration 25Q: 3 clusters Score -1884264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1884264.875000 Penalty: 917.161804
	Iteration 26Q: 3 clusters Score -1884265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1884265.375000 Penalty: 917.161804
	Iteration 27Q: 3 clusters Score -1884265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1884267.000000 Penalty: 917.161804
	Iteration 28Q: 3 clusters Score -1884267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1884267.000000 Penalty: 917.161804
	Iteration 29F: 3 clusters Score -1884267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Entering Unmasked Estep 
Score: -3772336.250000 Penalty: 489.757751
	Iteration 0F: 2 clusters Score -3772336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3745588.000000 Penalty: 979.515503
	Iteration 0F: 3 clusters Score -3745588 nChanged 22935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3759056.500000 Penalty: 979.515503
	Iteration 1F: 3 clusters Score -3759056 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3760058.750000 Penalty: 979.515503
	Iteration 2F: 3 clusters Score -3760059 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3761750.750000 Penalty: 979.515503
	Iteration 3F: 3 clusters Score -3761751 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3764480.250000 Penalty: 979.515503
	Iteration 4F: 3 clusters Score -3764480 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3767371.250000 Penalty: 979.515503
	Iteration 5F: 3 clusters Score -3767371 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3768873.500000 Penalty: 979.515503
	Iteration 6F: 3 clusters Score -3768874 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3769211.000000 Penalty: 979.515503
	Iteration 7Q: 3 clusters Score -3769211 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3769314.750000 Penalty: 979.515503
	Iteration 8Q: 3 clusters Score -3769315 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3769340.250000 Penalty: 979.515503
	Iteration 9Q: 3 clusters Score -3769340 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3769318.750000 Penalty: 979.515503
	Iteration 10Q: 3 clusters Score -3769319 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3769304.250000 Penalty: 979.515503
	Iteration 11Q: 3 clusters Score -3769304 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3769310.000000 Penalty: 979.515503
	Iteration 12Q: 3 clusters Score -3769310 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3769419.500000 Penalty: 979.515503
	Iteration 13Q: 3 clusters Score -3769420 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3769478.500000 Penalty: 979.515503
	Iteration 14Q: 3 clusters Score -3769478 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3769469.000000 Penalty: 979.515503
	Iteration 15Q: 3 clusters Score -3769469 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3769436.750000 Penalty: 979.515503
	Iteration 16Q: 3 clusters Score -3769437 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3769451.500000 Penalty: 979.515503
	Iteration 17Q: 3 clusters Score -3769452 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3769441.750000 Penalty: 979.515503
	Iteration 18Q: 3 clusters Score -3769442 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3769455.000000 Penalty: 979.515503
	Iteration 19Q: 3 clusters Score -3769455 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3769516.750000 Penalty: 979.515503
	Iteration 20F: 3 clusters Score -3769517 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3769514.250000 Penalty: 979.515503
	Iteration 21Q: 3 clusters Score -3769514 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3769507.500000 Penalty: 979.515503
	Iteration 22Q: 3 clusters Score -3769508 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3769559.500000 Penalty: 979.515503
	Iteration 23Q: 3 clusters Score -3769560 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3769731.500000 Penalty: 979.515503
	Iteration 24Q: 3 clusters Score -3769732 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3769863.000000 Penalty: 979.515503
	Iteration 25Q: 3 clusters Score -3769863 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3770102.250000 Penalty: 979.515503
	Iteration 26Q: 3 clusters Score -3770102 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3770529.750000 Penalty: 979.515503
	Iteration 27Q: 3 clusters Score -3770530 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3771008.000000 Penalty: 979.515503
	Iteration 28Q: 3 clusters Score -3771008 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3771581.500000 Penalty: 979.515503
	Iteration 29Q: 3 clusters Score -3771582 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3772123.750000 Penalty: 979.515503
	Iteration 30Q: 3 clusters Score -3772124 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3772521.000000 Penalty: 979.515503
	Iteration 31Q: 3 clusters Score -3772521 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3772898.750000 Penalty: 979.515503
	Iteration 32Q: 3 clusters Score -3772899 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3773143.000000 Penalty: 979.515503
	Iteration 33Q: 3 clusters Score -3773143 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3773405.000000 Penalty: 979.515503
	Iteration 34Q: 3 clusters Score -3773405 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3773571.250000 Penalty: 979.515503
	Iteration 35Q: 3 clusters Score -3773571 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3773707.250000 Penalty: 979.515503
	Iteration 36Q: 3 clusters Score -3773707 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3773812.500000 Penalty: 979.515503
	Iteration 37Q: 3 clusters Score -3773812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3773879.250000 Penalty: 979.515503
	Iteration 38Q: 3 clusters Score -3773879 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3773946.000000 Penalty: 979.515503
	Iteration 39Q: 3 clusters Score -3773946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3774999.000000 Penalty: 979.515503
	Iteration 40F: 3 clusters Score -3774999 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3775941.250000 Penalty: 979.515503
	Iteration 41Q: 3 clusters Score -3775941 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3776378.750000 Penalty: 979.515503
	Iteration 42Q: 3 clusters Score -3776379 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3776602.250000 Penalty: 979.515503
	Iteration 43Q: 3 clusters Score -3776602 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3776726.750000 Penalty: 979.515503
	Iteration 44Q: 3 clusters Score -3776727 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3776777.500000 Penalty: 979.515503
	Iteration 45Q: 3 clusters Score -3776778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3776800.500000 Penalty: 979.515503
	Iteration 46Q: 3 clusters Score -3776800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3776806.750000 Penalty: 979.515503
	Iteration 47Q: 3 clusters Score -3776807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3776809.000000 Penalty: 979.515503
	Iteration 48Q: 3 clusters Score -3776809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3776805.500000 Penalty: 979.515503
	Iteration 49Q: 3 clusters Score -3776806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3776796.500000 Penalty: 979.515503
	Iteration 50Q: 3 clusters Score -3776796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3776798.750000 Penalty: 979.515503
	Iteration 51Q: 3 clusters Score -3776799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3776798.500000 Penalty: 979.515503
	Iteration 52Q: 3 clusters Score -3776798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3776800.000000 Penalty: 979.515503
	Iteration 53Q: 3 clusters Score -3776800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3776797.750000 Penalty: 979.515503
	Iteration 54Q: 3 clusters Score -3776798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3776792.750000 Penalty: 979.515503
	Iteration 55Q: 3 clusters Score -3776793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3776796.750000 Penalty: 979.515503
	Iteration 56Q: 3 clusters Score -3776797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3776796.750000 Penalty: 979.515503
	Iteration 57F: 3 clusters Score -3776797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 25066 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Entering Unmasked Estep 
Score: -42129840.000000 Penalty: 36116.187500
Splitting cluster 30 changes total score from -42107356.000000 to -42129840.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 31 (25066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Entering Unmasked Estep 
Score: -1885768.375000 Penalty: 460.881683
	Iteration 0F: 2 clusters Score -1885768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1869074.250000 Penalty: 921.763367
	Iteration 0F: 3 clusters Score -1869074 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1876891.500000 Penalty: 921.763367
	Iteration 1F: 3 clusters Score -1876892 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1878146.125000 Penalty: 921.763367
	Iteration 2F: 3 clusters Score -1878146 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1879828.250000 Penalty: 921.763367
	Iteration 3F: 3 clusters Score -1879828 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -1881638.250000 Penalty: 921.763367
	Iteration 4F: 3 clusters Score -1881638 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1883274.000000 Penalty: 921.763367
	Iteration 5F: 3 clusters Score -1883274 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1884580.625000 Penalty: 921.763367
	Iteration 6Q: 3 clusters Score -1884581 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -1885649.375000 Penalty: 921.763367
	Iteration 7Q: 3 clusters Score -1885649 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -1886111.500000 Penalty: 921.763367
	Iteration 8Q: 3 clusters Score -1886112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -1886248.125000 Penalty: 921.763367
	Iteration 9Q: 3 clusters Score -1886248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -1886314.500000 Penalty: 921.763367
	Iteration 10Q: 3 clusters Score -1886314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -1886342.625000 Penalty: 921.763367
	Iteration 11Q: 3 clusters Score -1886343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -1886350.875000 Penalty: 921.763367
	Iteration 12Q: 3 clusters Score -1886351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -1886357.750000 Penalty: 921.763367
	Iteration 13Q: 3 clusters Score -1886358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1886361.125000 Penalty: 921.763367
	Iteration 14Q: 3 clusters Score -1886361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1886362.375000 Penalty: 921.763367
	Iteration 15Q: 3 clusters Score -1886362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1886363.125000 Penalty: 921.763367
	Iteration 16Q: 3 clusters Score -1886363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1886363.125000 Penalty: 921.763367
	Iteration 17F: 3 clusters Score -1886363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 347 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Mstep: Class 61 contains 23899 members 
Entering Unmasked Estep 
Score: -42130296.000000 Penalty: 36718.121094
Splitting cluster 31 changes total score from -42107356.000000 to -42130296.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 32 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -17303.279297 Penalty: 266.144287
	Iteration 0F: 2 clusters Score -17303.28 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 186 members 
Entering Unmasked Estep 
Score: -16940.265625 Penalty: 532.288574
	Iteration 0F: 3 clusters Score -16940.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17157.224609 Penalty: 532.288574
	Iteration 1F: 3 clusters Score -17157.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17286.154297 Penalty: 532.288574
	Iteration 2F: 3 clusters Score -17286.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -17451.927734 Penalty: 532.288574
	Iteration 3F: 3 clusters Score -17451.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -17520.226562 Penalty: 532.288574
	Iteration 4F: 3 clusters Score -17520.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -17546.746094 Penalty: 532.288574
	Iteration 5Q: 3 clusters Score -17546.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17554.656250 Penalty: 532.288574
	Iteration 6Q: 3 clusters Score -17554.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17555.134766 Penalty: 532.288574
	Iteration 7Q: 3 clusters Score -17555.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17555.134766 Penalty: 532.288574
	Iteration 8F: 3 clusters Score -17555.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 189 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 41901 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Mstep: Class 61 contains 23899 members 
Mstep: Class 62 contains 158 members 
Entering Unmasked Estep 
Score: -42130144.000000 Penalty: 37320.058594
Splitting cluster 32 changes total score from -42107356.000000 to -42130144.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 33 (31876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Entering Unmasked Estep 
Score: -2512086.250000 Penalty: 471.817200
	Iteration 0F: 2 clusters Score -2512086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2491370.500000 Penalty: 943.634399
	Iteration 0F: 3 clusters Score -2491370 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2500722.250000 Penalty: 943.634399
	Iteration 1F: 3 clusters Score -2500722 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2501523.250000 Penalty: 943.634399
	Iteration 2F: 3 clusters Score -2501523 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2502559.250000 Penalty: 943.634399
	Iteration 3F: 3 clusters Score -2502559 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2503889.500000 Penalty: 943.634399
	Iteration 4F: 3 clusters Score -2503890 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2505362.500000 Penalty: 943.634399
	Iteration 5F: 3 clusters Score -2505362 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -2506807.000000 Penalty: 943.634399
	Iteration 6F: 3 clusters Score -2506807 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -2507916.500000 Penalty: 943.634399
	Iteration 7Q: 3 clusters Score -2507916 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -2508674.750000 Penalty: 943.634399
	Iteration 8Q: 3 clusters Score -2508675 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -2509175.750000 Penalty: 943.634399
	Iteration 9Q: 3 clusters Score -2509176 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -2509507.750000 Penalty: 943.634399
	Iteration 10Q: 3 clusters Score -2509508 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -2509798.000000 Penalty: 943.634399
	Iteration 11Q: 3 clusters Score -2509798 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -2510101.000000 Penalty: 943.634399
	Iteration 12Q: 3 clusters Score -2510101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2510398.000000 Penalty: 943.634399
	Iteration 13Q: 3 clusters Score -2510398 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -2510630.000000 Penalty: 943.634399
	Iteration 14Q: 3 clusters Score -2510630 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2510848.500000 Penalty: 943.634399
	Iteration 15Q: 3 clusters Score -2510848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -2511032.250000 Penalty: 943.634399
	Iteration 16Q: 3 clusters Score -2511032 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -2511164.000000 Penalty: 943.634399
	Iteration 17Q: 3 clusters Score -2511164 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -2511254.500000 Penalty: 943.634399
	Iteration 18Q: 3 clusters Score -2511254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -2511331.750000 Penalty: 943.634399
	Iteration 19Q: 3 clusters Score -2511332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -2511404.000000 Penalty: 943.634399
	Iteration 20F: 3 clusters Score -2511404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -2511450.750000 Penalty: 943.634399
	Iteration 21Q: 3 clusters Score -2511451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -2511500.250000 Penalty: 943.634399
	Iteration 22Q: 3 clusters Score -2511500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -2511534.000000 Penalty: 943.634399
	Iteration 23Q: 3 clusters Score -2511534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -2511546.000000 Penalty: 943.634399
	Iteration 24Q: 3 clusters Score -2511546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -2511569.000000 Penalty: 943.634399
	Iteration 25Q: 3 clusters Score -2511569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -2511588.250000 Penalty: 943.634399
	Iteration 26Q: 3 clusters Score -2511588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2511608.250000 Penalty: 943.634399
	Iteration 27Q: 3 clusters Score -2511608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -2511617.500000 Penalty: 943.634399
	Iteration 28Q: 3 clusters Score -2511618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -2511622.750000 Penalty: 943.634399
	Iteration 29Q: 3 clusters Score -2511623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -2511628.000000 Penalty: 943.634399
	Iteration 30Q: 3 clusters Score -2511628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -2511636.000000 Penalty: 943.634399
	Iteration 31Q: 3 clusters Score -2511636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -2511638.250000 Penalty: 943.634399
	Iteration 32Q: 3 clusters Score -2511638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -2511637.000000 Penalty: 943.634399
	Iteration 33Q: 3 clusters Score -2511637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -2511638.500000 Penalty: 943.634399
	Iteration 34Q: 3 clusters Score -2511638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -2511641.250000 Penalty: 943.634399
	Iteration 35Q: 3 clusters Score -2511641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -2511642.750000 Penalty: 943.634399
	Iteration 36Q: 3 clusters Score -2511643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -2511641.750000 Penalty: 943.634399
	Iteration 37Q: 3 clusters Score -2511642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -2511643.750000 Penalty: 943.634399
	Iteration 38Q: 3 clusters Score -2511644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -2511643.750000 Penalty: 943.634399
	Iteration 39F: 3 clusters Score -2511644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -11853.880859 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -11853.88 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 196 members 
Entering Unmasked Estep 
Score: -11454.988281 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -11454.99 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11632.722656 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -11632.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11699.146484 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -11699.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11723.045898 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -11723.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11734.117188 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -11734.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11752.135742 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -11752.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11754.630859 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -11754.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11754.791992 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -11754.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -11755.139648 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -11755.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11755.333008 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -11755.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11755.333008 Penalty: 538.374390
	Iteration 10F: 3 clusters Score -11755.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (22627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Entering Unmasked Estep 
Score: -1790843.000000 Penalty: 456.223907
	Iteration 0F: 2 clusters Score -1790843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1775828.625000 Penalty: 912.447815
	Iteration 0F: 3 clusters Score -1775829 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1781923.250000 Penalty: 912.447815
	Iteration 1F: 3 clusters Score -1781923 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1782166.875000 Penalty: 912.447815
	Iteration 2Q: 3 clusters Score -1782167 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1782516.500000 Penalty: 912.447815
	Iteration 3Q: 3 clusters Score -1782516 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1783099.000000 Penalty: 912.447815
	Iteration 4F: 3 clusters Score -1783099 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1784006.750000 Penalty: 912.447815
	Iteration 5F: 3 clusters Score -1784007 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1785392.250000 Penalty: 912.447815
	Iteration 6F: 3 clusters Score -1785392 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1786936.000000 Penalty: 912.447815
	Iteration 7F: 3 clusters Score -1786936 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1788394.125000 Penalty: 912.447815
	Iteration 8F: 3 clusters Score -1788394 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1789486.000000 Penalty: 912.447815
	Iteration 9Q: 3 clusters Score -1789486 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1790107.875000 Penalty: 912.447815
	Iteration 10Q: 3 clusters Score -1790108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -1790330.000000 Penalty: 912.447815
	Iteration 11Q: 3 clusters Score -1790330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1790395.875000 Penalty: 912.447815
	Iteration 12Q: 3 clusters Score -1790396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1790416.000000 Penalty: 912.447815
	Iteration 13Q: 3 clusters Score -1790416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1790421.375000 Penalty: 912.447815
	Iteration 14Q: 3 clusters Score -1790421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -1790421.250000 Penalty: 912.447815
	Iteration 15Q: 3 clusters Score -1790421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1790420.875000 Penalty: 912.447815
	Iteration 16Q: 3 clusters Score -1790421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -1790422.625000 Penalty: 912.447815
	Iteration 17Q: 3 clusters Score -1790423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1790423.500000 Penalty: 912.447815
	Iteration 18Q: 3 clusters Score -1790424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -1790423.500000 Penalty: 912.447815
	Iteration 19F: 3 clusters Score -1790424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (41901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Entering Unmasked Estep 
Score: -3365159.250000 Penalty: 484.259430
	Iteration 0F: 2 clusters Score -3365159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3346818.500000 Penalty: 968.518860
	Iteration 0F: 3 clusters Score -3346818 nChanged 20313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3358906.500000 Penalty: 968.518860
	Iteration 1F: 3 clusters Score -3358906 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3359299.750000 Penalty: 968.518860
	Iteration 2Q: 3 clusters Score -3359300 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3359867.500000 Penalty: 968.518860
	Iteration 3Q: 3 clusters Score -3359868 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3360804.000000 Penalty: 968.518860
	Iteration 4F: 3 clusters Score -3360804 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3362280.750000 Penalty: 968.518860
	Iteration 5F: 3 clusters Score -3362281 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3364320.250000 Penalty: 968.518860
	Iteration 6F: 3 clusters Score -3364320 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3366107.250000 Penalty: 968.518860
	Iteration 7F: 3 clusters Score -3366107 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3366962.000000 Penalty: 968.518860
	Iteration 8Q: 3 clusters Score -3366962 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3367201.000000 Penalty: 968.518860
	Iteration 9Q: 3 clusters Score -3367201 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3367204.000000 Penalty: 968.518860
	Iteration 10Q: 3 clusters Score -3367204 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3367247.500000 Penalty: 968.518860
	Iteration 11Q: 3 clusters Score -3367248 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3367253.000000 Penalty: 968.518860
	Iteration 12Q: 3 clusters Score -3367253 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3367265.500000 Penalty: 968.518860
	Iteration 13Q: 3 clusters Score -3367266 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3367225.000000 Penalty: 968.518860
	Iteration 14Q: 3 clusters Score -3367225 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3367154.500000 Penalty: 968.518860
	Iteration 15Q: 3 clusters Score -3367154 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3367113.750000 Penalty: 968.518860
	Iteration 16Q: 3 clusters Score -3367114 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3367018.750000 Penalty: 968.518860
	Iteration 17Q: 3 clusters Score -3367019 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -3366881.000000 Penalty: 968.518860
	Iteration 18Q: 3 clusters Score -3366881 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3366813.750000 Penalty: 968.518860
	Iteration 19Q: 3 clusters Score -3366814 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3366735.750000 Penalty: 968.518860
	Iteration 20F: 3 clusters Score -3366736 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3366688.250000 Penalty: 968.518860
	Iteration 21Q: 3 clusters Score -3366688 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3366658.250000 Penalty: 968.518860
	Iteration 22Q: 3 clusters Score -3366658 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3366617.500000 Penalty: 968.518860
	Iteration 23Q: 3 clusters Score -3366618 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3366584.500000 Penalty: 968.518860
	Iteration 24Q: 3 clusters Score -3366584 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3366606.250000 Penalty: 968.518860
	Iteration 25Q: 3 clusters Score -3366606 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3366642.750000 Penalty: 968.518860
	Iteration 26Q: 3 clusters Score -3366643 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3366705.000000 Penalty: 968.518860
	Iteration 27Q: 3 clusters Score -3366705 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3366750.000000 Penalty: 968.518860
	Iteration 28Q: 3 clusters Score -3366750 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3366798.750000 Penalty: 968.518860
	Iteration 29Q: 3 clusters Score -3366799 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3366900.000000 Penalty: 968.518860
	Iteration 30Q: 3 clusters Score -3366900 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3367011.750000 Penalty: 968.518860
	Iteration 31Q: 3 clusters Score -3367012 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3367128.000000 Penalty: 968.518860
	Iteration 32Q: 3 clusters Score -3367128 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3367293.250000 Penalty: 968.518860
	Iteration 33Q: 3 clusters Score -3367293 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3367395.250000 Penalty: 968.518860
	Iteration 34Q: 3 clusters Score -3367395 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3367489.250000 Penalty: 968.518860
	Iteration 35Q: 3 clusters Score -3367489 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3367634.000000 Penalty: 968.518860
	Iteration 36Q: 3 clusters Score -3367634 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3367786.500000 Penalty: 968.518860
	Iteration 37Q: 3 clusters Score -3367786 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3367918.500000 Penalty: 968.518860
	Iteration 38Q: 3 clusters Score -3367918 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3368064.000000 Penalty: 968.518860
	Iteration 39Q: 3 clusters Score -3368064 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3368214.750000 Penalty: 968.518860
	Iteration 40F: 3 clusters Score -3368215 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3368350.750000 Penalty: 968.518860
	Iteration 41Q: 3 clusters Score -3368351 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3368472.750000 Penalty: 968.518860
	Iteration 42Q: 3 clusters Score -3368473 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3368558.500000 Penalty: 968.518860
	Iteration 43Q: 3 clusters Score -3368558 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3368610.750000 Penalty: 968.518860
	Iteration 44Q: 3 clusters Score -3368611 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3368674.500000 Penalty: 968.518860
	Iteration 45Q: 3 clusters Score -3368674 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3368746.250000 Penalty: 968.518860
	Iteration 46Q: 3 clusters Score -3368746 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3368803.500000 Penalty: 968.518860
	Iteration 47Q: 3 clusters Score -3368804 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3368881.000000 Penalty: 968.518860
	Iteration 48Q: 3 clusters Score -3368881 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3368925.000000 Penalty: 968.518860
	Iteration 49Q: 3 clusters Score -3368925 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3368965.250000 Penalty: 968.518860
	Iteration 50Q: 3 clusters Score -3368965 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3369007.500000 Penalty: 968.518860
	Iteration 51Q: 3 clusters Score -3369008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3369030.250000 Penalty: 968.518860
	Iteration 52Q: 3 clusters Score -3369030 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -3369061.250000 Penalty: 968.518860
	Iteration 53Q: 3 clusters Score -3369061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3369087.250000 Penalty: 968.518860
	Iteration 54Q: 3 clusters Score -3369087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3369127.750000 Penalty: 968.518860
	Iteration 55Q: 3 clusters Score -3369128 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3369134.000000 Penalty: 968.518860
	Iteration 56Q: 3 clusters Score -3369134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3369154.250000 Penalty: 968.518860
	Iteration 57Q: 3 clusters Score -3369154 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3369173.750000 Penalty: 968.518860
	Iteration 58Q: 3 clusters Score -3369174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3369199.250000 Penalty: 968.518860
	Iteration 59Q: 3 clusters Score -3369199 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3369227.250000 Penalty: 968.518860
	Iteration 60F: 3 clusters Score -3369227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3369238.000000 Penalty: 968.518860
	Iteration 61Q: 3 clusters Score -3369238 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3369253.000000 Penalty: 968.518860
	Iteration 62Q: 3 clusters Score -3369253 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3369253.500000 Penalty: 968.518860
	Iteration 63Q: 3 clusters Score -3369254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3369272.750000 Penalty: 968.518860
	Iteration 64Q: 3 clusters Score -3369273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3369277.250000 Penalty: 968.518860
	Iteration 65Q: 3 clusters Score -3369277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3369277.250000 Penalty: 968.518860
	Iteration 66Q: 3 clusters Score -3369277 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3369277.500000 Penalty: 968.518860
	Iteration 67Q: 3 clusters Score -3369278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3369290.000000 Penalty: 968.518860
	Iteration 68Q: 3 clusters Score -3369290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3369299.250000 Penalty: 968.518860
	Iteration 69Q: 3 clusters Score -3369299 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3369294.250000 Penalty: 968.518860
	Iteration 70Q: 3 clusters Score -3369294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3369304.250000 Penalty: 968.518860
	Iteration 71Q: 3 clusters Score -3369304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3369310.500000 Penalty: 968.518860
	Iteration 72Q: 3 clusters Score -3369310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3369317.500000 Penalty: 968.518860
	Iteration 73Q: 3 clusters Score -3369318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3369335.000000 Penalty: 968.518860
	Iteration 74Q: 3 clusters Score -3369335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3369349.500000 Penalty: 968.518860
	Iteration 75Q: 3 clusters Score -3369350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3369350.250000 Penalty: 968.518860
	Iteration 76Q: 3 clusters Score -3369350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3369355.500000 Penalty: 968.518860
	Iteration 77Q: 3 clusters Score -3369356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3369364.000000 Penalty: 968.518860
	Iteration 78Q: 3 clusters Score -3369364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3369363.750000 Penalty: 968.518860
	Iteration 79Q: 3 clusters Score -3369364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3369364.000000 Penalty: 968.518860
	Iteration 80F: 3 clusters Score -3369364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3369372.500000 Penalty: 968.518860
	Iteration 81Q: 3 clusters Score -3369372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3369376.500000 Penalty: 968.518860
	Iteration 82Q: 3 clusters Score -3369376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3369391.500000 Penalty: 968.518860
	Iteration 83Q: 3 clusters Score -3369392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3369391.250000 Penalty: 968.518860
	Iteration 84Q: 3 clusters Score -3369391 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3369396.000000 Penalty: 968.518860
	Iteration 85Q: 3 clusters Score -3369396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3369396.250000 Penalty: 968.518860
	Iteration 86Q: 3 clusters Score -3369396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3369399.000000 Penalty: 968.518860
	Iteration 87Q: 3 clusters Score -3369399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3369397.750000 Penalty: 968.518860
	Iteration 88Q: 3 clusters Score -3369398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3369402.000000 Penalty: 968.518860
	Iteration 89Q: 3 clusters Score -3369402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3369400.750000 Penalty: 968.518860
	Iteration 90Q: 3 clusters Score -3369401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3369401.750000 Penalty: 968.518860
	Iteration 91Q: 3 clusters Score -3369402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3369402.500000 Penalty: 968.518860
	Iteration 92Q: 3 clusters Score -3369402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3369402.500000 Penalty: 968.518860
	Iteration 93Q: 3 clusters Score -3369402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3369398.500000 Penalty: 968.518860
	Iteration 94Q: 3 clusters Score -3369398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3369397.250000 Penalty: 968.518860
	Iteration 95Q: 3 clusters Score -3369397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3369404.750000 Penalty: 968.518860
	Iteration 96Q: 3 clusters Score -3369405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3369405.000000 Penalty: 968.518860
	Iteration 97Q: 3 clusters Score -3369405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3369409.000000 Penalty: 968.518860
	Iteration 98Q: 3 clusters Score -3369409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3369408.750000 Penalty: 968.518860
	Iteration 99Q: 3 clusters Score -3369409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3369404.750000 Penalty: 968.518860
	Iteration 100F: 3 clusters Score -3369405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3369405.000000 Penalty: 968.518860
	Iteration 101Q: 3 clusters Score -3369405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3369400.250000 Penalty: 968.518860
	Iteration 102Q: 3 clusters Score -3369400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3369401.750000 Penalty: 968.518860
	Iteration 103Q: 3 clusters Score -3369402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3369395.500000 Penalty: 968.518860
	Iteration 104Q: 3 clusters Score -3369396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3369394.500000 Penalty: 968.518860
	Iteration 105Q: 3 clusters Score -3369394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3369398.250000 Penalty: 968.518860
	Iteration 106Q: 3 clusters Score -3369398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3369398.250000 Penalty: 968.518860
	Iteration 107F: 3 clusters Score -3369398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 189 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 26870 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 334 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Mstep: Class 61 contains 23899 members 
Mstep: Class 62 contains 158 members 
Mstep: Class 63 contains 15031 members 
Entering Unmasked Estep 
Score: -42134200.000000 Penalty: 37921.996094
Splitting cluster 36 changes total score from -42107356.000000 to -42134200.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 37 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -33834.347656 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -33834.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33315.046875 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -33315.05 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -33516.078125 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -33516.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -33574.355469 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -33574.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -33617.851562 Penalty: 581.052673
	Iteration 3F: 3 clusters Score -33617.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -33655.621094 Penalty: 581.052673
	Iteration 4Q: 3 clusters Score -33655.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -33679.355469 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -33679.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33695.855469 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -33695.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33702.609375 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -33702.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -33705.292969 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -33705.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -33707.097656 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -33707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -33708.292969 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -33708.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -33710.156250 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -33710.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -33712.582031 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -33712.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -33716.886719 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -33716.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33724.617188 Penalty: 581.052673
	Iteration 14Q: 3 clusters Score -33724.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -33729.699219 Penalty: 581.052673
	Iteration 15Q: 3 clusters Score -33729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33731.378906 Penalty: 581.052673
	Iteration 16Q: 3 clusters Score -33731.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33731.656250 Penalty: 581.052673
	Iteration 17Q: 3 clusters Score -33731.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -33731.656250 Penalty: 581.052673
	Iteration 18F: 3 clusters Score -33731.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -15298.338867 Penalty: 259.824432
	Iteration 0F: 2 clusters Score -15298.34 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 159 members 
Entering Unmasked Estep 
Score: -14987.926758 Penalty: 519.648865
	Iteration 0F: 3 clusters Score -14987.93 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15181.575195 Penalty: 519.648865
	Iteration 1F: 3 clusters Score -15181.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15244.718750 Penalty: 519.648865
	Iteration 2F: 3 clusters Score -15244.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -15264.226562 Penalty: 519.648865
	Iteration 3Q: 3 clusters Score -15264.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15266.597656 Penalty: 519.648865
	Iteration 4Q: 3 clusters Score -15266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15266.597656 Penalty: 519.648865
	Iteration 5F: 3 clusters Score -15266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -7561.360840 Penalty: 222.510880
	Iteration 0F: 2 clusters Score -7561.361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7321.803711 Penalty: 445.021759
	Iteration 0F: 3 clusters Score -7321.804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7380.491699 Penalty: 445.021759
	Iteration 1F: 3 clusters Score -7380.492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7404.190430 Penalty: 445.021759
	Iteration 2F: 3 clusters Score -7404.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7412.704590 Penalty: 445.021759
	Iteration 3Q: 3 clusters Score -7412.705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7418.242676 Penalty: 445.021759
	Iteration 4Q: 3 clusters Score -7418.243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7420.590332 Penalty: 445.021759
	Iteration 5Q: 3 clusters Score -7420.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7420.590332 Penalty: 445.021759
	Iteration 6F: 3 clusters Score -7420.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -99626.421875 Penalty: 328.360291
	Iteration 0F: 2 clusters Score -99626.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -98614.429688 Penalty: 656.720581
	Iteration 0F: 3 clusters Score -98614.43 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99059.796875 Penalty: 656.720581
	Iteration 1F: 3 clusters Score -99059.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -99213.593750 Penalty: 656.720581
	Iteration 2F: 3 clusters Score -99213.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -99325.148438 Penalty: 656.720581
	Iteration 3F: 3 clusters Score -99325.15 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -99390.976562 Penalty: 656.720581
	Iteration 4F: 3 clusters Score -99390.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -99420.953125 Penalty: 656.720581
	Iteration 5Q: 3 clusters Score -99420.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -99439.710938 Penalty: 656.720581
	Iteration 6Q: 3 clusters Score -99439.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -99448.976562 Penalty: 656.720581
	Iteration 7Q: 3 clusters Score -99448.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -99454.164062 Penalty: 656.720581
	Iteration 8Q: 3 clusters Score -99454.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -99455.179688 Penalty: 656.720581
	Iteration 9Q: 3 clusters Score -99455.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -99455.390625 Penalty: 656.720581
	Iteration 10Q: 3 clusters Score -99455.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -99455.390625 Penalty: 656.720581
	Iteration 11F: 3 clusters Score -99455.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -370114.625000 Penalty: 389.500183
	Iteration 0F: 2 clusters Score -370114.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -366612.718750 Penalty: 779.000366
	Iteration 0F: 3 clusters Score -366612.7 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -368089.875000 Penalty: 779.000366
	Iteration 1F: 3 clusters Score -368089.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -368283.093750 Penalty: 779.000366
	Iteration 2F: 3 clusters Score -368283.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -368454.468750 Penalty: 779.000366
	Iteration 3F: 3 clusters Score -368454.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -368566.468750 Penalty: 779.000366
	Iteration 4F: 3 clusters Score -368566.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -368655.906250 Penalty: 779.000366
	Iteration 5Q: 3 clusters Score -368655.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -368763.593750 Penalty: 779.000366
	Iteration 6Q: 3 clusters Score -368763.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -368863.625000 Penalty: 779.000366
	Iteration 7Q: 3 clusters Score -368863.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -368967.906250 Penalty: 779.000366
	Iteration 8Q: 3 clusters Score -368967.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -369054.687500 Penalty: 779.000366
	Iteration 9Q: 3 clusters Score -369054.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -369111.875000 Penalty: 779.000366
	Iteration 10Q: 3 clusters Score -369111.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -369158.406250 Penalty: 779.000366
	Iteration 11Q: 3 clusters Score -369158.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -369192.781250 Penalty: 779.000366
	Iteration 12Q: 3 clusters Score -369192.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -369215.062500 Penalty: 779.000366
	Iteration 13Q: 3 clusters Score -369215.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -369226.593750 Penalty: 779.000366
	Iteration 14Q: 3 clusters Score -369226.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -369236.437500 Penalty: 779.000366
	Iteration 15Q: 3 clusters Score -369236.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -369247.531250 Penalty: 779.000366
	Iteration 16Q: 3 clusters Score -369247.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -369255.250000 Penalty: 779.000366
	Iteration 17Q: 3 clusters Score -369255.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -369264.812500 Penalty: 779.000366
	Iteration 18Q: 3 clusters Score -369264.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -369273.093750 Penalty: 779.000366
	Iteration 19Q: 3 clusters Score -369273.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -369279.125000 Penalty: 779.000366
	Iteration 20F: 3 clusters Score -369279.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -369285.937500 Penalty: 779.000366
	Iteration 21Q: 3 clusters Score -369285.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -369289.406250 Penalty: 779.000366
	Iteration 22Q: 3 clusters Score -369289.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -369296.031250 Penalty: 779.000366
	Iteration 23Q: 3 clusters Score -369296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -369302.093750 Penalty: 779.000366
	Iteration 24Q: 3 clusters Score -369302.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -369306.062500 Penalty: 779.000366
	Iteration 25Q: 3 clusters Score -369306.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -369312.187500 Penalty: 779.000366
	Iteration 26Q: 3 clusters Score -369312.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -369320.687500 Penalty: 779.000366
	Iteration 27Q: 3 clusters Score -369320.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -369330.687500 Penalty: 779.000366
	Iteration 28Q: 3 clusters Score -369330.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -369340.625000 Penalty: 779.000366
	Iteration 29Q: 3 clusters Score -369340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -369351.687500 Penalty: 779.000366
	Iteration 30Q: 3 clusters Score -369351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -369362.781250 Penalty: 779.000366
	Iteration 31Q: 3 clusters Score -369362.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -369370.000000 Penalty: 779.000366
	Iteration 32Q: 3 clusters Score -369370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -369376.125000 Penalty: 779.000366
	Iteration 33Q: 3 clusters Score -369376.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -369386.843750 Penalty: 779.000366
	Iteration 34Q: 3 clusters Score -369386.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -369399.375000 Penalty: 779.000366
	Iteration 35Q: 3 clusters Score -369399.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -369414.218750 Penalty: 779.000366
	Iteration 36Q: 3 clusters Score -369414.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -369429.312500 Penalty: 779.000366
	Iteration 37Q: 3 clusters Score -369429.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -369449.000000 Penalty: 779.000366
	Iteration 38Q: 3 clusters Score -369449 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -369473.062500 Penalty: 779.000366
	Iteration 39Q: 3 clusters Score -369473.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -369496.468750 Penalty: 779.000366
	Iteration 40F: 3 clusters Score -369496.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -369521.562500 Penalty: 779.000366
	Iteration 41Q: 3 clusters Score -369521.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -369541.312500 Penalty: 779.000366
	Iteration 42Q: 3 clusters Score -369541.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -369553.125000 Penalty: 779.000366
	Iteration 43Q: 3 clusters Score -369553.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -369566.281250 Penalty: 779.000366
	Iteration 44Q: 3 clusters Score -369566.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -369578.781250 Penalty: 779.000366
	Iteration 45Q: 3 clusters Score -369578.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -369589.468750 Penalty: 779.000366
	Iteration 46Q: 3 clusters Score -369589.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -369600.687500 Penalty: 779.000366
	Iteration 47Q: 3 clusters Score -369600.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -369608.281250 Penalty: 779.000366
	Iteration 48Q: 3 clusters Score -369608.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -369615.406250 Penalty: 779.000366
	Iteration 49Q: 3 clusters Score -369615.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -369621.593750 Penalty: 779.000366
	Iteration 50Q: 3 clusters Score -369621.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -369628.656250 Penalty: 779.000366
	Iteration 51Q: 3 clusters Score -369628.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -369633.625000 Penalty: 779.000366
	Iteration 52Q: 3 clusters Score -369633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -369638.031250 Penalty: 779.000366
	Iteration 53Q: 3 clusters Score -369638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -369645.031250 Penalty: 779.000366
	Iteration 54Q: 3 clusters Score -369645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -369654.062500 Penalty: 779.000366
	Iteration 55Q: 3 clusters Score -369654.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -369666.531250 Penalty: 779.000366
	Iteration 56Q: 3 clusters Score -369666.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -369685.687500 Penalty: 779.000366
	Iteration 57Q: 3 clusters Score -369685.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -369708.250000 Penalty: 779.000366
	Iteration 58Q: 3 clusters Score -369708.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -369725.875000 Penalty: 779.000366
	Iteration 59Q: 3 clusters Score -369725.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -369736.656250 Penalty: 779.000366
	Iteration 60F: 3 clusters Score -369736.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -369752.593750 Penalty: 779.000366
	Iteration 61Q: 3 clusters Score -369752.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -369766.031250 Penalty: 779.000366
	Iteration 62Q: 3 clusters Score -369766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -369778.343750 Penalty: 779.000366
	Iteration 63Q: 3 clusters Score -369778.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -369790.343750 Penalty: 779.000366
	Iteration 64Q: 3 clusters Score -369790.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -369796.812500 Penalty: 779.000366
	Iteration 65Q: 3 clusters Score -369796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -369803.000000 Penalty: 779.000366
	Iteration 66Q: 3 clusters Score -369803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -369813.875000 Penalty: 779.000366
	Iteration 67Q: 3 clusters Score -369813.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -369822.937500 Penalty: 779.000366
	Iteration 68Q: 3 clusters Score -369822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -369830.843750 Penalty: 779.000366
	Iteration 69Q: 3 clusters Score -369830.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -369844.593750 Penalty: 779.000366
	Iteration 70Q: 3 clusters Score -369844.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -369859.187500 Penalty: 779.000366
	Iteration 71Q: 3 clusters Score -369859.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -369878.625000 Penalty: 779.000366
	Iteration 72Q: 3 clusters Score -369878.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -369899.031250 Penalty: 779.000366
	Iteration 73Q: 3 clusters Score -369899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -369911.875000 Penalty: 779.000366
	Iteration 74Q: 3 clusters Score -369911.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -369923.593750 Penalty: 779.000366
	Iteration 75Q: 3 clusters Score -369923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -369936.593750 Penalty: 779.000366
	Iteration 76Q: 3 clusters Score -369936.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -369944.281250 Penalty: 779.000366
	Iteration 77Q: 3 clusters Score -369944.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -369957.625000 Penalty: 779.000366
	Iteration 78Q: 3 clusters Score -369957.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -369969.406250 Penalty: 779.000366
	Iteration 79Q: 3 clusters Score -369969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -369977.468750 Penalty: 779.000366
	Iteration 80F: 3 clusters Score -369977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -369984.687500 Penalty: 779.000366
	Iteration 81Q: 3 clusters Score -369984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -369985.093750 Penalty: 779.000366
	Iteration 82Q: 3 clusters Score -369985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -369986.125000 Penalty: 779.000366
	Iteration 83Q: 3 clusters Score -369986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -369987.093750 Penalty: 779.000366
	Iteration 84Q: 3 clusters Score -369987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -369987.000000 Penalty: 779.000366
	Iteration 85Q: 3 clusters Score -369987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -369988.250000 Penalty: 779.000366
	Iteration 86Q: 3 clusters Score -369988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -369988.968750 Penalty: 779.000366
	Iteration 87Q: 3 clusters Score -369989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -369990.625000 Penalty: 779.000366
	Iteration 88Q: 3 clusters Score -369990.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -369993.187500 Penalty: 779.000366
	Iteration 89Q: 3 clusters Score -369993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -369996.000000 Penalty: 779.000366
	Iteration 90Q: 3 clusters Score -369996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -369998.875000 Penalty: 779.000366
	Iteration 91Q: 3 clusters Score -369998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -369999.750000 Penalty: 779.000366
	Iteration 92Q: 3 clusters Score -369999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -370000.625000 Penalty: 779.000366
	Iteration 93Q: 3 clusters Score -370000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -370001.343750 Penalty: 779.000366
	Iteration 94Q: 3 clusters Score -370001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -370001.406250 Penalty: 779.000366
	Iteration 95Q: 3 clusters Score -370001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -370001.843750 Penalty: 779.000366
	Iteration 96Q: 3 clusters Score -370001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -370002.312500 Penalty: 779.000366
	Iteration 97Q: 3 clusters Score -370002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -370002.687500 Penalty: 779.000366
	Iteration 98Q: 3 clusters Score -370002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -370003.687500 Penalty: 779.000366
	Iteration 99Q: 3 clusters Score -370003.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -370004.250000 Penalty: 779.000366
	Iteration 100F: 3 clusters Score -370004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -370005.656250 Penalty: 779.000366
	Iteration 101Q: 3 clusters Score -370005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -370005.750000 Penalty: 779.000366
	Iteration 102Q: 3 clusters Score -370005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -370005.750000 Penalty: 779.000366
	Iteration 103F: 3 clusters Score -370005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.771484 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.77 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 143 members 
Entering Unmasked Estep 
Score: -19545.560547 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19545.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -19694.917969 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19694.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19723.037109 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19723.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19763.679688 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19763.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19777.169922 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19777.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19789.931641 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19789.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19793.800781 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19796.195312 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19798.769531 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19798.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19799.339844 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19799.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19801.705078 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19801.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -19805.207031 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19805.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -19806.652344 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -19806.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19807.613281 Penalty: 517.514771
	Iteration 13Q: 3 clusters Score -19807.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19809.392578 Penalty: 517.514771
	Iteration 14Q: 3 clusters Score -19809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19809.392578 Penalty: 517.514771
	Iteration 15F: 3 clusters Score -19809.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -41292.656250 Penalty: 287.018463
	Iteration 0F: 2 clusters Score -41292.66 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 255 members 
Entering Unmasked Estep 
Score: -40809.484375 Penalty: 574.036926
	Iteration 0F: 3 clusters Score -40809.48 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40934.191406 Penalty: 574.036926
	Iteration 1F: 3 clusters Score -40934.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40962.687500 Penalty: 574.036926
	Iteration 2F: 3 clusters Score -40962.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40982.390625 Penalty: 574.036926
	Iteration 3Q: 3 clusters Score -40982.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40994.746094 Penalty: 574.036926
	Iteration 4Q: 3 clusters Score -40994.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41001.546875 Penalty: 574.036926
	Iteration 5Q: 3 clusters Score -41001.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41009.667969 Penalty: 574.036926
	Iteration 6Q: 3 clusters Score -41009.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41018.609375 Penalty: 574.036926
	Iteration 7Q: 3 clusters Score -41018.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41025.121094 Penalty: 574.036926
	Iteration 8Q: 3 clusters Score -41025.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41032.480469 Penalty: 574.036926
	Iteration 9Q: 3 clusters Score -41032.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41034.203125 Penalty: 574.036926
	Iteration 10Q: 3 clusters Score -41034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41035.554688 Penalty: 574.036926
	Iteration 11Q: 3 clusters Score -41035.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41036.394531 Penalty: 574.036926
	Iteration 12Q: 3 clusters Score -41036.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41037.015625 Penalty: 574.036926
	Iteration 13Q: 3 clusters Score -41037.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41041.339844 Penalty: 574.036926
	Iteration 14Q: 3 clusters Score -41041.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41049.125000 Penalty: 574.036926
	Iteration 15Q: 3 clusters Score -41049.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41051.906250 Penalty: 574.036926
	Iteration 16Q: 3 clusters Score -41051.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41053.222656 Penalty: 574.036926
	Iteration 17Q: 3 clusters Score -41053.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41053.222656 Penalty: 574.036926
	Iteration 18F: 3 clusters Score -41053.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (11343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Entering Unmasked Estep 
Score: -917294.562500 Penalty: 424.804199
	Iteration 0F: 2 clusters Score -917294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -909745.375000 Penalty: 849.608398
	Iteration 0F: 3 clusters Score -909745.4 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -913109.937500 Penalty: 849.608398
	Iteration 1F: 3 clusters Score -913109.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -913489.000000 Penalty: 849.608398
	Iteration 2F: 3 clusters Score -913489 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -914011.375000 Penalty: 849.608398
	Iteration 3F: 3 clusters Score -914011.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -914772.062500 Penalty: 849.608398
	Iteration 4F: 3 clusters Score -914772.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -915568.062500 Penalty: 849.608398
	Iteration 5F: 3 clusters Score -915568.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -916153.250000 Penalty: 849.608398
	Iteration 6F: 3 clusters Score -916153.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -916441.250000 Penalty: 849.608398
	Iteration 7Q: 3 clusters Score -916441.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -916556.000000 Penalty: 849.608398
	Iteration 8Q: 3 clusters Score -916556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -916638.250000 Penalty: 849.608398
	Iteration 9Q: 3 clusters Score -916638.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -916700.812500 Penalty: 849.608398
	Iteration 10Q: 3 clusters Score -916700.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -916740.812500 Penalty: 849.608398
	Iteration 11Q: 3 clusters Score -916740.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -916776.750000 Penalty: 849.608398
	Iteration 12Q: 3 clusters Score -916776.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -916806.937500 Penalty: 849.608398
	Iteration 13Q: 3 clusters Score -916806.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -916828.375000 Penalty: 849.608398
	Iteration 14Q: 3 clusters Score -916828.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -916848.187500 Penalty: 849.608398
	Iteration 15Q: 3 clusters Score -916848.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -916867.937500 Penalty: 849.608398
	Iteration 16Q: 3 clusters Score -916867.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -916888.937500 Penalty: 849.608398
	Iteration 17Q: 3 clusters Score -916888.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -916907.937500 Penalty: 849.608398
	Iteration 18Q: 3 clusters Score -916907.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -916924.812500 Penalty: 849.608398
	Iteration 19Q: 3 clusters Score -916924.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -916937.562500 Penalty: 849.608398
	Iteration 20F: 3 clusters Score -916937.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -916951.812500 Penalty: 849.608398
	Iteration 21Q: 3 clusters Score -916951.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -916961.812500 Penalty: 849.608398
	Iteration 22Q: 3 clusters Score -916961.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -916972.625000 Penalty: 849.608398
	Iteration 23Q: 3 clusters Score -916972.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -916977.875000 Penalty: 849.608398
	Iteration 24Q: 3 clusters Score -916977.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -916982.875000 Penalty: 849.608398
	Iteration 25Q: 3 clusters Score -916982.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -916989.187500 Penalty: 849.608398
	Iteration 26Q: 3 clusters Score -916989.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -916990.250000 Penalty: 849.608398
	Iteration 27Q: 3 clusters Score -916990.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -916992.562500 Penalty: 849.608398
	Iteration 28Q: 3 clusters Score -916992.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -916996.312500 Penalty: 849.608398
	Iteration 29Q: 3 clusters Score -916996.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -916996.937500 Penalty: 849.608398
	Iteration 30Q: 3 clusters Score -916996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -916997.250000 Penalty: 849.608398
	Iteration 31Q: 3 clusters Score -916997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -916999.312500 Penalty: 849.608398
	Iteration 32Q: 3 clusters Score -916999.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -917000.062500 Penalty: 849.608398
	Iteration 33Q: 3 clusters Score -917000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -917002.437500 Penalty: 849.608398
	Iteration 34Q: 3 clusters Score -917002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -917000.687500 Penalty: 849.608398
	Iteration 35Q: 3 clusters Score -917000.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -917001.062500 Penalty: 849.608398
	Iteration 36Q: 3 clusters Score -917001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -917001.562500 Penalty: 849.608398
	Iteration 37Q: 3 clusters Score -917001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -917002.375000 Penalty: 849.608398
	Iteration 38Q: 3 clusters Score -917002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -917003.500000 Penalty: 849.608398
	Iteration 39Q: 3 clusters Score -917003.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -917009.437500 Penalty: 849.608398
	Iteration 40F: 3 clusters Score -917009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -917013.937500 Penalty: 849.608398
	Iteration 41Q: 3 clusters Score -917013.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -917019.500000 Penalty: 849.608398
	Iteration 42Q: 3 clusters Score -917019.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -917023.062500 Penalty: 849.608398
	Iteration 43Q: 3 clusters Score -917023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -917026.437500 Penalty: 849.608398
	Iteration 44Q: 3 clusters Score -917026.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -917028.500000 Penalty: 849.608398
	Iteration 45Q: 3 clusters Score -917028.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -917030.250000 Penalty: 849.608398
	Iteration 46Q: 3 clusters Score -917030.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -917035.125000 Penalty: 849.608398
	Iteration 47Q: 3 clusters Score -917035.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -917035.312500 Penalty: 849.608398
	Iteration 48Q: 3 clusters Score -917035.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -917038.750000 Penalty: 849.608398
	Iteration 49Q: 3 clusters Score -917038.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -917041.875000 Penalty: 849.608398
	Iteration 50Q: 3 clusters Score -917041.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -917043.687500 Penalty: 849.608398
	Iteration 51Q: 3 clusters Score -917043.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -917043.062500 Penalty: 849.608398
	Iteration 52Q: 3 clusters Score -917043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -917045.125000 Penalty: 849.608398
	Iteration 53Q: 3 clusters Score -917045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -917048.500000 Penalty: 849.608398
	Iteration 54Q: 3 clusters Score -917048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -917050.687500 Penalty: 849.608398
	Iteration 55Q: 3 clusters Score -917050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -917049.375000 Penalty: 849.608398
	Iteration 56Q: 3 clusters Score -917049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -917050.187500 Penalty: 849.608398
	Iteration 57Q: 3 clusters Score -917050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -917052.000000 Penalty: 849.608398
	Iteration 58Q: 3 clusters Score -917052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -917050.625000 Penalty: 849.608398
	Iteration 59Q: 3 clusters Score -917050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917051.250000 Penalty: 849.608398
	Iteration 60F: 3 clusters Score -917051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -917052.125000 Penalty: 849.608398
	Iteration 61Q: 3 clusters Score -917052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -917052.500000 Penalty: 849.608398
	Iteration 62Q: 3 clusters Score -917052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -917053.312500 Penalty: 849.608398
	Iteration 63Q: 3 clusters Score -917053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -917053.312500 Penalty: 849.608398
	Iteration 64Q: 3 clusters Score -917053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -917054.312500 Penalty: 849.608398
	Iteration 65Q: 3 clusters Score -917054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -917053.875000 Penalty: 849.608398
	Iteration 66Q: 3 clusters Score -917053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -917053.437500 Penalty: 849.608398
	Iteration 67Q: 3 clusters Score -917053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -917054.937500 Penalty: 849.608398
	Iteration 68Q: 3 clusters Score -917054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -917055.812500 Penalty: 849.608398
	Iteration 69Q: 3 clusters Score -917055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -917057.875000 Penalty: 849.608398
	Iteration 70Q: 3 clusters Score -917057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -917061.125000 Penalty: 849.608398
	Iteration 71Q: 3 clusters Score -917061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -917061.062500 Penalty: 849.608398
	Iteration 72Q: 3 clusters Score -917061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -917062.687500 Penalty: 849.608398
	Iteration 73Q: 3 clusters Score -917062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -917063.437500 Penalty: 849.608398
	Iteration 74Q: 3 clusters Score -917063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -917062.500000 Penalty: 849.608398
	Iteration 75Q: 3 clusters Score -917062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -917063.187500 Penalty: 849.608398
	Iteration 76Q: 3 clusters Score -917063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -917063.812500 Penalty: 849.608398
	Iteration 77Q: 3 clusters Score -917063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -917063.562500 Penalty: 849.608398
	Iteration 78Q: 3 clusters Score -917063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -917062.750000 Penalty: 849.608398
	Iteration 79Q: 3 clusters Score -917062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -917063.062500 Penalty: 849.608398
	Iteration 80F: 3 clusters Score -917063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -917062.812500 Penalty: 849.608398
	Iteration 81Q: 3 clusters Score -917062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -917062.812500 Penalty: 849.608398
	Iteration 82F: 3 clusters Score -917062.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -87903.742188 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -87903.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86971.890625 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -86971.89 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87223.906250 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -87223.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -87294.546875 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -87294.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -87350.039062 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -87350.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87378.765625 Penalty: 640.049072
	Iteration 4F: 3 clusters Score -87378.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87390.789062 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -87390.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87398.289062 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -87398.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -87408.414062 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -87408.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -87419.070312 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -87419.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -87425.367188 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -87425.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -87431.460938 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -87431.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87435.523438 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -87435.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87438.398438 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -87438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -87441.578125 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -87441.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -87445.210938 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -87445.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -87447.296875 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -87447.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -87449.046875 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -87449.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -87450.734375 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -87450.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87451.367188 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -87451.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -87452.171875 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -87452.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -87454.781250 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -87454.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -87457.406250 Penalty: 640.049072
	Iteration 21Q: 3 clusters Score -87457.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -87459.195312 Penalty: 640.049072
	Iteration 22Q: 3 clusters Score -87459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -87461.820312 Penalty: 640.049072
	Iteration 23Q: 3 clusters Score -87461.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -87464.453125 Penalty: 640.049072
	Iteration 24Q: 3 clusters Score -87464.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -87466.718750 Penalty: 640.049072
	Iteration 25Q: 3 clusters Score -87466.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -87468.132812 Penalty: 640.049072
	Iteration 26Q: 3 clusters Score -87468.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -87470.601562 Penalty: 640.049072
	Iteration 27Q: 3 clusters Score -87470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -87475.078125 Penalty: 640.049072
	Iteration 28Q: 3 clusters Score -87475.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -87481.398438 Penalty: 640.049072
	Iteration 29Q: 3 clusters Score -87481.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -87490.000000 Penalty: 640.049072
	Iteration 30Q: 3 clusters Score -87490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -87496.414062 Penalty: 640.049072
	Iteration 31Q: 3 clusters Score -87496.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -87502.140625 Penalty: 640.049072
	Iteration 32Q: 3 clusters Score -87502.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -87509.445312 Penalty: 640.049072
	Iteration 33Q: 3 clusters Score -87509.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -87512.171875 Penalty: 640.049072
	Iteration 34Q: 3 clusters Score -87512.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -87514.148438 Penalty: 640.049072
	Iteration 35Q: 3 clusters Score -87514.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87515.757812 Penalty: 640.049072
	Iteration 36Q: 3 clusters Score -87515.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -87517.437500 Penalty: 640.049072
	Iteration 37Q: 3 clusters Score -87517.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -87519.640625 Penalty: 640.049072
	Iteration 38Q: 3 clusters Score -87519.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -87521.203125 Penalty: 640.049072
	Iteration 39Q: 3 clusters Score -87521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -87522.812500 Penalty: 640.049072
	Iteration 40F: 3 clusters Score -87522.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -87523.640625 Penalty: 640.049072
	Iteration 41Q: 3 clusters Score -87523.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -87524.164062 Penalty: 640.049072
	Iteration 42Q: 3 clusters Score -87524.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -87524.250000 Penalty: 640.049072
	Iteration 43Q: 3 clusters Score -87524.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -87524.250000 Penalty: 640.049072
	Iteration 44F: 3 clusters Score -87524.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -8917.065430 Penalty: 240.616150
	Iteration 0F: 2 clusters Score -8917.065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8632.873047 Penalty: 481.232300
	Iteration 0F: 3 clusters Score -8632.873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8741.667969 Penalty: 481.232300
	Iteration 1F: 3 clusters Score -8741.668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8753.509766 Penalty: 481.232300
	Iteration 2F: 3 clusters Score -8753.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8754.503906 Penalty: 481.232300
	Iteration 3Q: 3 clusters Score -8754.504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8755.118164 Penalty: 481.232300
	Iteration 4Q: 3 clusters Score -8755.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8755.118164 Penalty: 481.232300
	Iteration 5F: 3 clusters Score -8755.118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (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: -9156.709961 Penalty: 264.406921
	Iteration 0F: 2 clusters Score -9156.71 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 175 members 
Entering Unmasked Estep 
Score: -8811.738281 Penalty: 528.813843
	Iteration 0F: 3 clusters Score -8811.738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9057.540039 Penalty: 528.813843
	Iteration 1F: 3 clusters Score -9057.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9119.319336 Penalty: 528.813843
	Iteration 2F: 3 clusters Score -9119.319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9184.743164 Penalty: 528.813843
	Iteration 3Q: 3 clusters Score -9184.743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9248.901367 Penalty: 528.813843
	Iteration 4Q: 3 clusters Score -9248.901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9324.209961 Penalty: 528.813843
	Iteration 5Q: 3 clusters Score -9324.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9441.420898 Penalty: 528.813843
	Iteration 6F: 3 clusters Score -9441.421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9614.312500 Penalty: 528.813843
	Iteration 7F: 3 clusters Score -9614.312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9783.725586 Penalty: 528.813843
	Iteration 8F: 3 clusters Score -9783.726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -10027.412109 Penalty: 528.813843
	Iteration 9Q: 3 clusters Score -10027.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10289.086914 Penalty: 528.813843
	Iteration 10Q: 3 clusters Score -10289.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10359.603516 Penalty: 528.813843
	Iteration 11Q: 3 clusters Score -10359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10384.887695 Penalty: 528.813843
	Iteration 12Q: 3 clusters Score -10384.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10384.887695 Penalty: 528.813843
	Iteration 13F: 3 clusters Score -10384.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 189 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 26870 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 214 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 49402 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Mstep: Class 61 contains 23899 members 
Mstep: Class 62 contains 158 members 
Mstep: Class 63 contains 15031 members 
Mstep: Class 64 contains 120 members 
Entering Unmasked Estep 
Score: -42135088.000000 Penalty: 38523.929688
Splitting cluster 47 changes total score from -42107356.000000 to -42135088.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 48 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -48949.414062 Penalty: 299.983521
	Iteration 0F: 2 clusters Score -48949.41 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 358 members 
Entering Unmasked Estep 
Score: -48347.175781 Penalty: 599.967041
	Iteration 0F: 3 clusters Score -48347.18 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -48558.890625 Penalty: 599.967041
	Iteration 1F: 3 clusters Score -48558.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -48629.335938 Penalty: 599.967041
	Iteration 2F: 3 clusters Score -48629.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48670.507812 Penalty: 599.967041
	Iteration 3F: 3 clusters Score -48670.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -48691.917969 Penalty: 599.967041
	Iteration 4Q: 3 clusters Score -48691.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -48704.539062 Penalty: 599.967041
	Iteration 5Q: 3 clusters Score -48704.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48712.667969 Penalty: 599.967041
	Iteration 6Q: 3 clusters Score -48712.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48717.246094 Penalty: 599.967041
	Iteration 7Q: 3 clusters Score -48717.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48720.730469 Penalty: 599.967041
	Iteration 8Q: 3 clusters Score -48720.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48724.843750 Penalty: 599.967041
	Iteration 9Q: 3 clusters Score -48724.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48726.496094 Penalty: 599.967041
	Iteration 10Q: 3 clusters Score -48726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48727.828125 Penalty: 599.967041
	Iteration 11Q: 3 clusters Score -48727.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -48728.625000 Penalty: 599.967041
	Iteration 12Q: 3 clusters Score -48728.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48729.597656 Penalty: 599.967041
	Iteration 13Q: 3 clusters Score -48729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48730.324219 Penalty: 599.967041
	Iteration 14Q: 3 clusters Score -48730.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48730.410156 Penalty: 599.967041
	Iteration 15Q: 3 clusters Score -48730.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48730.410156 Penalty: 599.967041
	Iteration 16F: 3 clusters Score -48730.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -562164.375000 Penalty: 402.061615
	Iteration 0F: 2 clusters Score -562164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -557544.687500 Penalty: 804.123230
	Iteration 0F: 3 clusters Score -557544.7 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -559284.687500 Penalty: 804.123230
	Iteration 1F: 3 clusters Score -559284.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -559404.750000 Penalty: 804.123230
	Iteration 2F: 3 clusters Score -559404.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -559538.375000 Penalty: 804.123230
	Iteration 3Q: 3 clusters Score -559538.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -559700.187500 Penalty: 804.123230
	Iteration 4F: 3 clusters Score -559700.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -559895.312500 Penalty: 804.123230
	Iteration 5Q: 3 clusters Score -559895.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -560147.375000 Penalty: 804.123230
	Iteration 6F: 3 clusters Score -560147.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -560441.250000 Penalty: 804.123230
	Iteration 7F: 3 clusters Score -560441.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -560817.250000 Penalty: 804.123230
	Iteration 8F: 3 clusters Score -560817.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -561119.125000 Penalty: 804.123230
	Iteration 9Q: 3 clusters Score -561119.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -561318.562500 Penalty: 804.123230
	Iteration 10Q: 3 clusters Score -561318.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -561454.750000 Penalty: 804.123230
	Iteration 11Q: 3 clusters Score -561454.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -561571.937500 Penalty: 804.123230
	Iteration 12Q: 3 clusters Score -561571.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -561652.250000 Penalty: 804.123230
	Iteration 13Q: 3 clusters Score -561652.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -561701.687500 Penalty: 804.123230
	Iteration 14Q: 3 clusters Score -561701.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -561743.687500 Penalty: 804.123230
	Iteration 15Q: 3 clusters Score -561743.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -561766.250000 Penalty: 804.123230
	Iteration 16Q: 3 clusters Score -561766.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -561778.500000 Penalty: 804.123230
	Iteration 17Q: 3 clusters Score -561778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -561794.500000 Penalty: 804.123230
	Iteration 18Q: 3 clusters Score -561794.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -561808.937500 Penalty: 804.123230
	Iteration 19Q: 3 clusters Score -561808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -561813.062500 Penalty: 804.123230
	Iteration 20F: 3 clusters Score -561813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -561815.312500 Penalty: 804.123230
	Iteration 21Q: 3 clusters Score -561815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -561817.750000 Penalty: 804.123230
	Iteration 22Q: 3 clusters Score -561817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -561823.750000 Penalty: 804.123230
	Iteration 23Q: 3 clusters Score -561823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -561827.812500 Penalty: 804.123230
	Iteration 24Q: 3 clusters Score -561827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -561831.187500 Penalty: 804.123230
	Iteration 25Q: 3 clusters Score -561831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -561836.125000 Penalty: 804.123230
	Iteration 26Q: 3 clusters Score -561836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -561837.375000 Penalty: 804.123230
	Iteration 27Q: 3 clusters Score -561837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -561837.875000 Penalty: 804.123230
	Iteration 28Q: 3 clusters Score -561837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -561837.875000 Penalty: 804.123230
	Iteration 29F: 3 clusters Score -561837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -21807.412109 Penalty: 265.749176
	Iteration 0F: 2 clusters Score -21807.41 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 176 members 
Entering Unmasked Estep 
Score: -21430.503906 Penalty: 531.498352
	Iteration 0F: 3 clusters Score -21430.5 nChanged 102
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: -21526.976562 Penalty: 531.498352
	Iteration 1F: 3 clusters Score -21526.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -21555.544922 Penalty: 531.498352
	Iteration 2F: 3 clusters Score -21555.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21582.003906 Penalty: 531.498352
	Iteration 3Q: 3 clusters Score -21582 nChanged 17
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: -21607.419922 Penalty: 531.498352
	Iteration 4Q: 3 clusters Score -21607.42 nChanged 10
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: -21622.611328 Penalty: 531.498352
	Iteration 5Q: 3 clusters Score -21622.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21637.876953 Penalty: 531.498352
	Iteration 6Q: 3 clusters Score -21637.88 nChanged 8
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: -21645.535156 Penalty: 531.498352
	Iteration 7Q: 3 clusters Score -21645.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21653.980469 Penalty: 531.498352
	Iteration 8Q: 3 clusters Score -21653.98 nChanged 8
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: -21658.865234 Penalty: 531.498352
	Iteration 9Q: 3 clusters Score -21658.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21661.408203 Penalty: 531.498352
	Iteration 10Q: 3 clusters Score -21661.41 nChanged 3
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: -21662.416016 Penalty: 531.498352
	Iteration 11Q: 3 clusters Score -21662.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21665.371094 Penalty: 531.498352
	Iteration 12Q: 3 clusters Score -21665.37 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: -21670.533203 Penalty: 531.498352
	Iteration 13Q: 3 clusters Score -21670.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21674.087891 Penalty: 531.498352
	Iteration 14Q: 3 clusters Score -21674.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21674.087891 Penalty: 531.498352
	Iteration 15F: 3 clusters Score -21674.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -77035.781250 Penalty: 321.717957
	Iteration 0F: 2 clusters Score -77035.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -76191.734375 Penalty: 643.435913
	Iteration 0F: 3 clusters Score -76191.73 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76575.195312 Penalty: 643.435913
	Iteration 1F: 3 clusters Score -76575.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76703.335938 Penalty: 643.435913
	Iteration 2F: 3 clusters Score -76703.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76832.695312 Penalty: 643.435913
	Iteration 3F: 3 clusters Score -76832.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76910.046875 Penalty: 643.435913
	Iteration 4F: 3 clusters Score -76910.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76953.117188 Penalty: 643.435913
	Iteration 5Q: 3 clusters Score -76953.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76985.406250 Penalty: 643.435913
	Iteration 6Q: 3 clusters Score -76985.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76995.656250 Penalty: 643.435913
	Iteration 7Q: 3 clusters Score -76995.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77003.109375 Penalty: 643.435913
	Iteration 8Q: 3 clusters Score -77003.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77011.031250 Penalty: 643.435913
	Iteration 9Q: 3 clusters Score -77011.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77017.750000 Penalty: 643.435913
	Iteration 10Q: 3 clusters Score -77017.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77024.492188 Penalty: 643.435913
	Iteration 11Q: 3 clusters Score -77024.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77028.875000 Penalty: 643.435913
	Iteration 12Q: 3 clusters Score -77028.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77030.945312 Penalty: 643.435913
	Iteration 13Q: 3 clusters Score -77030.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77031.453125 Penalty: 643.435913
	Iteration 14Q: 3 clusters Score -77031.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77031.554688 Penalty: 643.435913
	Iteration 15Q: 3 clusters Score -77031.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77031.554688 Penalty: 643.435913
	Iteration 16F: 3 clusters Score -77031.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (49402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Entering Unmasked Estep 
Score: -3977478.750000 Penalty: 491.752441
	Iteration 0F: 2 clusters Score -3977479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3955159.250000 Penalty: 983.504883
	Iteration 0F: 3 clusters Score -3955159 nChanged 23849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3969070.250000 Penalty: 983.504883
	Iteration 1F: 3 clusters Score -3969070 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3969577.500000 Penalty: 983.504883
	Iteration 2Q: 3 clusters Score -3969578 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3970506.750000 Penalty: 983.504883
	Iteration 3F: 3 clusters Score -3970507 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3972191.250000 Penalty: 983.504883
	Iteration 4F: 3 clusters Score -3972191 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3974670.500000 Penalty: 983.504883
	Iteration 5F: 3 clusters Score -3974670 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -3976846.500000 Penalty: 983.504883
	Iteration 6F: 3 clusters Score -3976846 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3977800.250000 Penalty: 983.504883
	Iteration 7F: 3 clusters Score -3977800 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3978042.750000 Penalty: 983.504883
	Iteration 8Q: 3 clusters Score -3978043 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3978010.000000 Penalty: 983.504883
	Iteration 9Q: 3 clusters Score -3978010 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3977943.750000 Penalty: 983.504883
	Iteration 10Q: 3 clusters Score -3977944 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3977963.500000 Penalty: 983.504883
	Iteration 11Q: 3 clusters Score -3977964 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3977923.500000 Penalty: 983.504883
	Iteration 12Q: 3 clusters Score -3977924 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3977936.500000 Penalty: 983.504883
	Iteration 13Q: 3 clusters Score -3977936 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3977877.750000 Penalty: 983.504883
	Iteration 14Q: 3 clusters Score -3977878 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3977851.500000 Penalty: 983.504883
	Iteration 15Q: 3 clusters Score -3977852 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3977866.750000 Penalty: 983.504883
	Iteration 16Q: 3 clusters Score -3977867 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3977841.500000 Penalty: 983.504883
	Iteration 17Q: 3 clusters Score -3977842 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3977851.250000 Penalty: 983.504883
	Iteration 18Q: 3 clusters Score -3977851 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3977866.750000 Penalty: 983.504883
	Iteration 19Q: 3 clusters Score -3977867 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3977865.000000 Penalty: 983.504883
	Iteration 20F: 3 clusters Score -3977865 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3977916.500000 Penalty: 983.504883
	Iteration 21Q: 3 clusters Score -3977916 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3977894.250000 Penalty: 983.504883
	Iteration 22Q: 3 clusters Score -3977894 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3977904.000000 Penalty: 983.504883
	Iteration 23Q: 3 clusters Score -3977904 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3977887.250000 Penalty: 983.504883
	Iteration 24Q: 3 clusters Score -3977887 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3977914.750000 Penalty: 983.504883
	Iteration 25Q: 3 clusters Score -3977915 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3977927.000000 Penalty: 983.504883
	Iteration 26Q: 3 clusters Score -3977927 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3977938.500000 Penalty: 983.504883
	Iteration 27Q: 3 clusters Score -3977938 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3977921.000000 Penalty: 983.504883
	Iteration 28Q: 3 clusters Score -3977921 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3977933.000000 Penalty: 983.504883
	Iteration 29Q: 3 clusters Score -3977933 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3977936.500000 Penalty: 983.504883
	Iteration 30Q: 3 clusters Score -3977936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3977963.750000 Penalty: 983.504883
	Iteration 31Q: 3 clusters Score -3977964 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3978019.000000 Penalty: 983.504883
	Iteration 32Q: 3 clusters Score -3978019 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3978028.750000 Penalty: 983.504883
	Iteration 33Q: 3 clusters Score -3978029 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3978045.500000 Penalty: 983.504883
	Iteration 34Q: 3 clusters Score -3978046 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3978026.750000 Penalty: 983.504883
	Iteration 35Q: 3 clusters Score -3978027 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3978046.250000 Penalty: 983.504883
	Iteration 36Q: 3 clusters Score -3978046 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3978079.250000 Penalty: 983.504883
	Iteration 37Q: 3 clusters Score -3978079 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3978127.750000 Penalty: 983.504883
	Iteration 38Q: 3 clusters Score -3978128 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3978149.000000 Penalty: 983.504883
	Iteration 39Q: 3 clusters Score -3978149 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3978161.500000 Penalty: 983.504883
	Iteration 40F: 3 clusters Score -3978162 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3978206.500000 Penalty: 983.504883
	Iteration 41Q: 3 clusters Score -3978206 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3978243.750000 Penalty: 983.504883
	Iteration 42Q: 3 clusters Score -3978244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3978224.000000 Penalty: 983.504883
	Iteration 43Q: 3 clusters Score -3978224 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3978213.250000 Penalty: 983.504883
	Iteration 44Q: 3 clusters Score -3978213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3978210.250000 Penalty: 983.504883
	Iteration 45Q: 3 clusters Score -3978210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3978239.500000 Penalty: 983.504883
	Iteration 46Q: 3 clusters Score -3978240 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3978279.500000 Penalty: 983.504883
	Iteration 47Q: 3 clusters Score -3978280 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3978349.750000 Penalty: 983.504883
	Iteration 48Q: 3 clusters Score -3978350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3978359.000000 Penalty: 983.504883
	Iteration 49Q: 3 clusters Score -3978359 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3978395.500000 Penalty: 983.504883
	Iteration 50Q: 3 clusters Score -3978396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3978432.500000 Penalty: 983.504883
	Iteration 51Q: 3 clusters Score -3978432 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3978436.750000 Penalty: 983.504883
	Iteration 52Q: 3 clusters Score -3978437 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3978459.500000 Penalty: 983.504883
	Iteration 53Q: 3 clusters Score -3978460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3978481.250000 Penalty: 983.504883
	Iteration 54Q: 3 clusters Score -3978481 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3978518.500000 Penalty: 983.504883
	Iteration 55Q: 3 clusters Score -3978518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3978557.500000 Penalty: 983.504883
	Iteration 56Q: 3 clusters Score -3978558 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3978602.500000 Penalty: 983.504883
	Iteration 57Q: 3 clusters Score -3978602 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3978609.750000 Penalty: 983.504883
	Iteration 58Q: 3 clusters Score -3978610 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3978660.250000 Penalty: 983.504883
	Iteration 59Q: 3 clusters Score -3978660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3978699.750000 Penalty: 983.504883
	Iteration 60F: 3 clusters Score -3978700 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3978728.750000 Penalty: 983.504883
	Iteration 61Q: 3 clusters Score -3978729 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3978772.250000 Penalty: 983.504883
	Iteration 62Q: 3 clusters Score -3978772 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3978827.250000 Penalty: 983.504883
	Iteration 63Q: 3 clusters Score -3978827 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3978869.250000 Penalty: 983.504883
	Iteration 64Q: 3 clusters Score -3978869 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3978909.000000 Penalty: 983.504883
	Iteration 65Q: 3 clusters Score -3978909 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3978940.500000 Penalty: 983.504883
	Iteration 66Q: 3 clusters Score -3978940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3978988.750000 Penalty: 983.504883
	Iteration 67Q: 3 clusters Score -3978989 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3978977.250000 Penalty: 983.504883
	Iteration 68Q: 3 clusters Score -3978977 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3979003.250000 Penalty: 983.504883
	Iteration 69Q: 3 clusters Score -3979003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3979045.250000 Penalty: 983.504883
	Iteration 70Q: 3 clusters Score -3979045 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3979119.000000 Penalty: 983.504883
	Iteration 71Q: 3 clusters Score -3979119 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3979200.000000 Penalty: 983.504883
	Iteration 72Q: 3 clusters Score -3979200 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3979221.500000 Penalty: 983.504883
	Iteration 73Q: 3 clusters Score -3979222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3979277.000000 Penalty: 983.504883
	Iteration 74Q: 3 clusters Score -3979277 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3979289.500000 Penalty: 983.504883
	Iteration 75Q: 3 clusters Score -3979290 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3979354.250000 Penalty: 983.504883
	Iteration 76Q: 3 clusters Score -3979354 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3979414.000000 Penalty: 983.504883
	Iteration 77Q: 3 clusters Score -3979414 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3979475.000000 Penalty: 983.504883
	Iteration 78Q: 3 clusters Score -3979475 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3979535.000000 Penalty: 983.504883
	Iteration 79Q: 3 clusters Score -3979535 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3979515.250000 Penalty: 983.504883
	Iteration 80F: 3 clusters Score -3979515 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3979579.500000 Penalty: 983.504883
	Iteration 81Q: 3 clusters Score -3979580 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -3979594.750000 Penalty: 983.504883
	Iteration 82Q: 3 clusters Score -3979595 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3979594.750000 Penalty: 983.504883
	Iteration 83Q: 3 clusters Score -3979595 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3979617.250000 Penalty: 983.504883
	Iteration 84Q: 3 clusters Score -3979617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3979637.250000 Penalty: 983.504883
	Iteration 85Q: 3 clusters Score -3979637 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3979678.500000 Penalty: 983.504883
	Iteration 86Q: 3 clusters Score -3979678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3979706.000000 Penalty: 983.504883
	Iteration 87Q: 3 clusters Score -3979706 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3979724.000000 Penalty: 983.504883
	Iteration 88Q: 3 clusters Score -3979724 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3979761.500000 Penalty: 983.504883
	Iteration 89Q: 3 clusters Score -3979762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3979789.750000 Penalty: 983.504883
	Iteration 90Q: 3 clusters Score -3979790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3979815.000000 Penalty: 983.504883
	Iteration 91Q: 3 clusters Score -3979815 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -3979846.750000 Penalty: 983.504883
	Iteration 92Q: 3 clusters Score -3979847 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3979895.250000 Penalty: 983.504883
	Iteration 93Q: 3 clusters Score -3979895 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3979959.250000 Penalty: 983.504883
	Iteration 94Q: 3 clusters Score -3979959 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3980005.750000 Penalty: 983.504883
	Iteration 95Q: 3 clusters Score -3980006 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3980055.000000 Penalty: 983.504883
	Iteration 96Q: 3 clusters Score -3980055 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3980097.500000 Penalty: 983.504883
	Iteration 97Q: 3 clusters Score -3980098 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3980151.750000 Penalty: 983.504883
	Iteration 98Q: 3 clusters Score -3980152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3980209.250000 Penalty: 983.504883
	Iteration 99Q: 3 clusters Score -3980209 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3980249.500000 Penalty: 983.504883
	Iteration 100F: 3 clusters Score -3980250 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3980323.500000 Penalty: 983.504883
	Iteration 101Q: 3 clusters Score -3980324 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3980352.250000 Penalty: 983.504883
	Iteration 102Q: 3 clusters Score -3980352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3980364.500000 Penalty: 983.504883
	Iteration 103Q: 3 clusters Score -3980364 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3980398.500000 Penalty: 983.504883
	Iteration 104Q: 3 clusters Score -3980398 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3980432.250000 Penalty: 983.504883
	Iteration 105Q: 3 clusters Score -3980432 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3980466.250000 Penalty: 983.504883
	Iteration 106Q: 3 clusters Score -3980466 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3980507.000000 Penalty: 983.504883
	Iteration 107Q: 3 clusters Score -3980507 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3980527.250000 Penalty: 983.504883
	Iteration 108Q: 3 clusters Score -3980527 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3980554.500000 Penalty: 983.504883
	Iteration 109Q: 3 clusters Score -3980554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3980579.500000 Penalty: 983.504883
	Iteration 110Q: 3 clusters Score -3980580 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3980608.250000 Penalty: 983.504883
	Iteration 111Q: 3 clusters Score -3980608 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3980657.250000 Penalty: 983.504883
	Iteration 112Q: 3 clusters Score -3980657 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3980677.500000 Penalty: 983.504883
	Iteration 113Q: 3 clusters Score -3980678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3980735.750000 Penalty: 983.504883
	Iteration 114Q: 3 clusters Score -3980736 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3980749.500000 Penalty: 983.504883
	Iteration 115Q: 3 clusters Score -3980750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -3980781.250000 Penalty: 983.504883
	Iteration 116Q: 3 clusters Score -3980781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3980781.750000 Penalty: 983.504883
	Iteration 117Q: 3 clusters Score -3980782 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3980781.250000 Penalty: 983.504883
	Iteration 118Q: 3 clusters Score -3980781 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3980804.250000 Penalty: 983.504883
	Iteration 119Q: 3 clusters Score -3980804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3980820.500000 Penalty: 983.504883
	Iteration 120F: 3 clusters Score -3980820 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3980846.250000 Penalty: 983.504883
	Iteration 121Q: 3 clusters Score -3980846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3980879.750000 Penalty: 983.504883
	Iteration 122Q: 3 clusters Score -3980880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3980916.250000 Penalty: 983.504883
	Iteration 123Q: 3 clusters Score -3980916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3980937.750000 Penalty: 983.504883
	Iteration 124Q: 3 clusters Score -3980938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3980938.750000 Penalty: 983.504883
	Iteration 125Q: 3 clusters Score -3980939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3980941.500000 Penalty: 983.504883
	Iteration 126Q: 3 clusters Score -3980942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3980944.750000 Penalty: 983.504883
	Iteration 127Q: 3 clusters Score -3980945 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3980933.750000 Penalty: 983.504883
	Iteration 128Q: 3 clusters Score -3980934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3980956.250000 Penalty: 983.504883
	Iteration 129Q: 3 clusters Score -3980956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3980947.500000 Penalty: 983.504883
	Iteration 130Q: 3 clusters Score -3980948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3980941.250000 Penalty: 983.504883
	Iteration 131Q: 3 clusters Score -3980941 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3980938.500000 Penalty: 983.504883
	Iteration 132Q: 3 clusters Score -3980938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3980944.250000 Penalty: 983.504883
	Iteration 133Q: 3 clusters Score -3980944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3980933.000000 Penalty: 983.504883
	Iteration 134Q: 3 clusters Score -3980933 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3980931.500000 Penalty: 983.504883
	Iteration 135Q: 3 clusters Score -3980932 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3980944.000000 Penalty: 983.504883
	Iteration 136Q: 3 clusters Score -3980944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3980958.000000 Penalty: 983.504883
	Iteration 137Q: 3 clusters Score -3980958 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3980928.000000 Penalty: 983.504883
	Iteration 138Q: 3 clusters Score -3980928 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3980892.000000 Penalty: 983.504883
	Iteration 139Q: 3 clusters Score -3980892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3980918.250000 Penalty: 983.504883
	Iteration 140F: 3 clusters Score -3980918 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3980936.500000 Penalty: 983.504883
	Iteration 141Q: 3 clusters Score -3980936 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3980952.000000 Penalty: 983.504883
	Iteration 142Q: 3 clusters Score -3980952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -3980953.000000 Penalty: 983.504883
	Iteration 143Q: 3 clusters Score -3980953 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3980978.750000 Penalty: 983.504883
	Iteration 144Q: 3 clusters Score -3980979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3981043.250000 Penalty: 983.504883
	Iteration 145Q: 3 clusters Score -3981043 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3981079.500000 Penalty: 983.504883
	Iteration 146Q: 3 clusters Score -3981080 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3981115.500000 Penalty: 983.504883
	Iteration 147Q: 3 clusters Score -3981116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3981168.250000 Penalty: 983.504883
	Iteration 148Q: 3 clusters Score -3981168 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3981205.000000 Penalty: 983.504883
	Iteration 149Q: 3 clusters Score -3981205 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3981234.250000 Penalty: 983.504883
	Iteration 150Q: 3 clusters Score -3981234 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3981253.250000 Penalty: 983.504883
	Iteration 151Q: 3 clusters Score -3981253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3981292.750000 Penalty: 983.504883
	Iteration 152Q: 3 clusters Score -3981293 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3981317.500000 Penalty: 983.504883
	Iteration 153Q: 3 clusters Score -3981318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3981344.000000 Penalty: 983.504883
	Iteration 154Q: 3 clusters Score -3981344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3981344.000000 Penalty: 983.504883
	Iteration 155Q: 3 clusters Score -3981344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3981330.750000 Penalty: 983.504883
	Iteration 156Q: 3 clusters Score -3981331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3981321.500000 Penalty: 983.504883
	Iteration 157Q: 3 clusters Score -3981322 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3981282.750000 Penalty: 983.504883
	Iteration 158Q: 3 clusters Score -3981283 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3981283.000000 Penalty: 983.504883
	Iteration 159Q: 3 clusters Score -3981283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3981252.750000 Penalty: 983.504883
	Iteration 160F: 3 clusters Score -3981253 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3981216.750000 Penalty: 983.504883
	Iteration 161Q: 3 clusters Score -3981217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3981163.500000 Penalty: 983.504883
	Iteration 162Q: 3 clusters Score -3981164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3981120.750000 Penalty: 983.504883
	Iteration 163Q: 3 clusters Score -3981121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3981053.750000 Penalty: 983.504883
	Iteration 164Q: 3 clusters Score -3981054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3980985.500000 Penalty: 983.504883
	Iteration 165Q: 3 clusters Score -3980986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3980907.750000 Penalty: 983.504883
	Iteration 166Q: 3 clusters Score -3980908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3980827.250000 Penalty: 983.504883
	Iteration 167Q: 3 clusters Score -3980827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3980774.250000 Penalty: 983.504883
	Iteration 168Q: 3 clusters Score -3980774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3980719.250000 Penalty: 983.504883
	Iteration 169Q: 3 clusters Score -3980719 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3980633.000000 Penalty: 983.504883
	Iteration 170Q: 3 clusters Score -3980633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3980592.750000 Penalty: 983.504883
	Iteration 171Q: 3 clusters Score -3980593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3980524.750000 Penalty: 983.504883
	Iteration 172Q: 3 clusters Score -3980525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3980483.750000 Penalty: 983.504883
	Iteration 173Q: 3 clusters Score -3980484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3980451.750000 Penalty: 983.504883
	Iteration 174Q: 3 clusters Score -3980452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3980435.250000 Penalty: 983.504883
	Iteration 175Q: 3 clusters Score -3980435 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3980389.250000 Penalty: 983.504883
	Iteration 176Q: 3 clusters Score -3980389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3980357.000000 Penalty: 983.504883
	Iteration 177Q: 3 clusters Score -3980357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3980336.750000 Penalty: 983.504883
	Iteration 178Q: 3 clusters Score -3980337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3980305.750000 Penalty: 983.504883
	Iteration 179Q: 3 clusters Score -3980306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3980278.750000 Penalty: 983.504883
	Iteration 180F: 3 clusters Score -3980279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3980247.750000 Penalty: 983.504883
	Iteration 181Q: 3 clusters Score -3980248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3980205.750000 Penalty: 983.504883
	Iteration 182Q: 3 clusters Score -3980206 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3980186.000000 Penalty: 983.504883
	Iteration 183Q: 3 clusters Score -3980186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3980149.500000 Penalty: 983.504883
	Iteration 184Q: 3 clusters Score -3980150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3980092.250000 Penalty: 983.504883
	Iteration 185Q: 3 clusters Score -3980092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3980009.250000 Penalty: 983.504883
	Iteration 186Q: 3 clusters Score -3980009 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3979955.000000 Penalty: 983.504883
	Iteration 187Q: 3 clusters Score -3979955 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3979893.500000 Penalty: 983.504883
	Iteration 188Q: 3 clusters Score -3979894 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3979825.500000 Penalty: 983.504883
	Iteration 189Q: 3 clusters Score -3979826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3979727.000000 Penalty: 983.504883
	Iteration 190Q: 3 clusters Score -3979727 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3979629.500000 Penalty: 983.504883
	Iteration 191Q: 3 clusters Score -3979630 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -3979541.750000 Penalty: 983.504883
	Iteration 192Q: 3 clusters Score -3979542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3979473.750000 Penalty: 983.504883
	Iteration 193Q: 3 clusters Score -3979474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3979402.750000 Penalty: 983.504883
	Iteration 194Q: 3 clusters Score -3979403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3979353.000000 Penalty: 983.504883
	Iteration 195Q: 3 clusters Score -3979353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3979294.500000 Penalty: 983.504883
	Iteration 196Q: 3 clusters Score -3979294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3979257.000000 Penalty: 983.504883
	Iteration 197Q: 3 clusters Score -3979257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3979210.500000 Penalty: 983.504883
	Iteration 198Q: 3 clusters Score -3979210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3979177.000000 Penalty: 983.504883
	Iteration 199Q: 3 clusters Score -3979177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3979144.250000 Penalty: 983.504883
	Iteration 200F: 3 clusters Score -3979144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3979139.500000 Penalty: 983.504883
	Iteration 201Q: 3 clusters Score -3979140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3979100.250000 Penalty: 983.504883
	Iteration 202Q: 3 clusters Score -3979100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -3979068.750000 Penalty: 983.504883
	Iteration 203Q: 3 clusters Score -3979069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3979045.250000 Penalty: 983.504883
	Iteration 204Q: 3 clusters Score -3979045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3979002.250000 Penalty: 983.504883
	Iteration 205Q: 3 clusters Score -3979002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3978995.250000 Penalty: 983.504883
	Iteration 206Q: 3 clusters Score -3978995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3979016.500000 Penalty: 983.504883
	Iteration 207Q: 3 clusters Score -3979016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3979023.000000 Penalty: 983.504883
	Iteration 208Q: 3 clusters Score -3979023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3979017.750000 Penalty: 983.504883
	Iteration 209Q: 3 clusters Score -3979018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3979009.750000 Penalty: 983.504883
	Iteration 210Q: 3 clusters Score -3979010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3979000.500000 Penalty: 983.504883
	Iteration 211Q: 3 clusters Score -3979000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3978996.250000 Penalty: 983.504883
	Iteration 212Q: 3 clusters Score -3978996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3979005.750000 Penalty: 983.504883
	Iteration 213Q: 3 clusters Score -3979006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3979000.750000 Penalty: 983.504883
	Iteration 214Q: 3 clusters Score -3979001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3978990.750000 Penalty: 983.504883
	Iteration 215Q: 3 clusters Score -3978991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3979005.500000 Penalty: 983.504883
	Iteration 216Q: 3 clusters Score -3979006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3979003.500000 Penalty: 983.504883
	Iteration 217Q: 3 clusters Score -3979004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3979008.000000 Penalty: 983.504883
	Iteration 218Q: 3 clusters Score -3979008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3979000.000000 Penalty: 983.504883
	Iteration 219Q: 3 clusters Score -3979000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3979009.500000 Penalty: 983.504883
	Iteration 220F: 3 clusters Score -3979010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3979028.000000 Penalty: 983.504883
	Iteration 221Q: 3 clusters Score -3979028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3979015.000000 Penalty: 983.504883
	Iteration 222Q: 3 clusters Score -3979015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3979012.500000 Penalty: 983.504883
	Iteration 223Q: 3 clusters Score -3979012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3979010.000000 Penalty: 983.504883
	Iteration 224Q: 3 clusters Score -3979010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3979018.000000 Penalty: 983.504883
	Iteration 225Q: 3 clusters Score -3979018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3979009.000000 Penalty: 983.504883
	Iteration 226Q: 3 clusters Score -3979009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3979023.750000 Penalty: 983.504883
	Iteration 227Q: 3 clusters Score -3979024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3979007.250000 Penalty: 983.504883
	Iteration 228Q: 3 clusters Score -3979007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3979003.000000 Penalty: 983.504883
	Iteration 229Q: 3 clusters Score -3979003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3978998.500000 Penalty: 983.504883
	Iteration 230Q: 3 clusters Score -3978998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3979006.500000 Penalty: 983.504883
	Iteration 231Q: 3 clusters Score -3979006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3979012.750000 Penalty: 983.504883
	Iteration 232Q: 3 clusters Score -3979013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3979000.250000 Penalty: 983.504883
	Iteration 233Q: 3 clusters Score -3979000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3979001.000000 Penalty: 983.504883
	Iteration 234Q: 3 clusters Score -3979001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3978999.500000 Penalty: 983.504883
	Iteration 235Q: 3 clusters Score -3979000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3979000.250000 Penalty: 983.504883
	Iteration 236Q: 3 clusters Score -3979000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3979000.250000 Penalty: 983.504883
	Iteration 237F: 3 clusters Score -3979000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 189 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 26870 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 214 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 40316 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23437 members 
Mstep: Class 57 contains 87 members 
Mstep: Class 58 contains 23553 members 
Mstep: Class 59 contains 208 members 
Mstep: Class 60 contains 17469 members 
Mstep: Class 61 contains 23899 members 
Mstep: Class 62 contains 158 members 
Mstep: Class 63 contains 15031 members 
Mstep: Class 64 contains 120 members 
Mstep: Class 65 contains 9086 members 
Entering Unmasked Estep 
Score: -42136528.000000 Penalty: 39125.867188
Splitting cluster 52 changes total score from -42107356.000000 to -42136528.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 53 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -193835.312500 Penalty: 356.374695
	Iteration 0F: 2 clusters Score -193835.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -192036.640625 Penalty: 712.749390
	Iteration 0F: 3 clusters Score -192036.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -192633.093750 Penalty: 712.749390
	Iteration 1F: 3 clusters Score -192633.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -192763.359375 Penalty: 712.749390
	Iteration 2F: 3 clusters Score -192763.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -192919.984375 Penalty: 712.749390
	Iteration 3F: 3 clusters Score -192920 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193055.703125 Penalty: 712.749390
	Iteration 4F: 3 clusters Score -193055.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -193169.500000 Penalty: 712.749390
	Iteration 5F: 3 clusters Score -193169.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -193257.328125 Penalty: 712.749390
	Iteration 6F: 3 clusters Score -193257.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -193338.812500 Penalty: 712.749390
	Iteration 7Q: 3 clusters Score -193338.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -193407.640625 Penalty: 712.749390
	Iteration 8Q: 3 clusters Score -193407.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -193450.546875 Penalty: 712.749390
	Iteration 9Q: 3 clusters Score -193450.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193478.437500 Penalty: 712.749390
	Iteration 10Q: 3 clusters Score -193478.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -193497.125000 Penalty: 712.749390
	Iteration 11Q: 3 clusters Score -193497.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -193511.640625 Penalty: 712.749390
	Iteration 12Q: 3 clusters Score -193511.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -193519.781250 Penalty: 712.749390
	Iteration 13Q: 3 clusters Score -193519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -193526.750000 Penalty: 712.749390
	Iteration 14Q: 3 clusters Score -193526.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -193531.765625 Penalty: 712.749390
	Iteration 15Q: 3 clusters Score -193531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -193535.359375 Penalty: 712.749390
	Iteration 16Q: 3 clusters Score -193535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -193537.906250 Penalty: 712.749390
	Iteration 17Q: 3 clusters Score -193537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -193540.578125 Penalty: 712.749390
	Iteration 18Q: 3 clusters Score -193540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -193543.265625 Penalty: 712.749390
	Iteration 19Q: 3 clusters Score -193543.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -193548.046875 Penalty: 712.749390
	Iteration 20F: 3 clusters Score -193548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -193554.390625 Penalty: 712.749390
	Iteration 21Q: 3 clusters Score -193554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -193561.234375 Penalty: 712.749390
	Iteration 22Q: 3 clusters Score -193561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -193579.921875 Penalty: 712.749390
	Iteration 23Q: 3 clusters Score -193579.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -193611.875000 Penalty: 712.749390
	Iteration 24Q: 3 clusters Score -193611.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -193668.375000 Penalty: 712.749390
	Iteration 25Q: 3 clusters Score -193668.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -193696.640625 Penalty: 712.749390
	Iteration 26Q: 3 clusters Score -193696.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -193707.671875 Penalty: 712.749390
	Iteration 27Q: 3 clusters Score -193707.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -193713.203125 Penalty: 712.749390
	Iteration 28Q: 3 clusters Score -193713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -193721.953125 Penalty: 712.749390
	Iteration 29Q: 3 clusters Score -193722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -193725.000000 Penalty: 712.749390
	Iteration 30Q: 3 clusters Score -193725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -193726.187500 Penalty: 712.749390
	Iteration 31Q: 3 clusters Score -193726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -193727.140625 Penalty: 712.749390
	Iteration 32Q: 3 clusters Score -193727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -193728.640625 Penalty: 712.749390
	Iteration 33Q: 3 clusters Score -193728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -193729.796875 Penalty: 712.749390
	Iteration 34Q: 3 clusters Score -193729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -193730.421875 Penalty: 712.749390
	Iteration 35Q: 3 clusters Score -193730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -193730.812500 Penalty: 712.749390
	Iteration 36Q: 3 clusters Score -193730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -193732.078125 Penalty: 712.749390
	Iteration 37Q: 3 clusters Score -193732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -193732.890625 Penalty: 712.749390
	Iteration 38Q: 3 clusters Score -193732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193733.796875 Penalty: 712.749390
	Iteration 39Q: 3 clusters Score -193733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -193734.437500 Penalty: 712.749390
	Iteration 40F: 3 clusters Score -193734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193735.281250 Penalty: 712.749390
	Iteration 41Q: 3 clusters Score -193735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -193735.875000 Penalty: 712.749390
	Iteration 42Q: 3 clusters Score -193735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193736.312500 Penalty: 712.749390
	Iteration 43Q: 3 clusters Score -193736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193737.640625 Penalty: 712.749390
	Iteration 44Q: 3 clusters Score -193737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193738.171875 Penalty: 712.749390
	Iteration 45Q: 3 clusters Score -193738.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -193738.171875 Penalty: 712.749390
	Iteration 46F: 3 clusters Score -193738.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -18203.568359 Penalty: 271.108307
	Iteration 0F: 2 clusters Score -18203.57 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 187 members 
Entering Unmasked Estep 
Score: -17813.935547 Penalty: 542.216614
	Iteration 0F: 3 clusters Score -17813.94 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17992.623047 Penalty: 542.216614
	Iteration 1F: 3 clusters Score -17992.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18054.390625 Penalty: 542.216614
	Iteration 2F: 3 clusters Score -18054.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18072.201172 Penalty: 542.216614
	Iteration 3Q: 3 clusters Score -18072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18084.673828 Penalty: 542.216614
	Iteration 4Q: 3 clusters Score -18084.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18091.837891 Penalty: 542.216614
	Iteration 5Q: 3 clusters Score -18091.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18097.068359 Penalty: 542.216614
	Iteration 6Q: 3 clusters Score -18097.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18101.724609 Penalty: 542.216614
	Iteration 7Q: 3 clusters Score -18101.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18104.212891 Penalty: 542.216614
	Iteration 8Q: 3 clusters Score -18104.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18105.677734 Penalty: 542.216614
	Iteration 9Q: 3 clusters Score -18105.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18107.271484 Penalty: 542.216614
	Iteration 10Q: 3 clusters Score -18107.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18109.628906 Penalty: 542.216614
	Iteration 11Q: 3 clusters Score -18109.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18112.097656 Penalty: 542.216614
	Iteration 12Q: 3 clusters Score -18112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18121.320312 Penalty: 542.216614
	Iteration 13Q: 3 clusters Score -18121.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18123.617188 Penalty: 542.216614
	Iteration 14Q: 3 clusters Score -18123.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18124.878906 Penalty: 542.216614
	Iteration 15Q: 3 clusters Score -18124.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18125.019531 Penalty: 542.216614
	Iteration 16Q: 3 clusters Score -18125.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18125.019531 Penalty: 542.216614
	Iteration 17F: 3 clusters Score -18125.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Entering Unmasked Estep 
Score: -9909.540039 Penalty: 258.447845
	Iteration 0F: 2 clusters Score -9909.54 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 160 members 
Entering Unmasked Estep 
Score: -9574.279297 Penalty: 516.895691
	Iteration 0F: 3 clusters Score -9574.279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9726.496094 Penalty: 516.895691
	Iteration 1F: 3 clusters Score -9726.496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9772.648438 Penalty: 516.895691
	Iteration 2F: 3 clusters Score -9772.648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9799.240234 Penalty: 516.895691
	Iteration 3Q: 3 clusters Score -9799.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9818.659180 Penalty: 516.895691
	Iteration 4Q: 3 clusters Score -9818.659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9830.002930 Penalty: 516.895691
	Iteration 5Q: 3 clusters Score -9830.003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9834.757812 Penalty: 516.895691
	Iteration 6Q: 3 clusters Score -9834.758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9835.806641 Penalty: 516.895691
	Iteration 7Q: 3 clusters Score -9835.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9835.806641 Penalty: 516.895691
	Iteration 8F: 3 clusters Score -9835.807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 39828 members 
Mstep: Class 5 contains 373 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 62 members 
Mstep: Class 9 contains 1373 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 10948 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 44299 members 
Mstep: Class 19 contains 3104 members 
Mstep: Class 20 contains 229 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 20494 members 
Mstep: Class 23 contains 784 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 14524 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 23830 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 1167 members 
Mstep: Class 32 contains 189 members 
Mstep: Class 33 contains 31876 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22627 members 
Mstep: Class 36 contains 26870 members 
Mstep: Class 37 contains 593 members 
Mstep: Class 38 contains 302 members 
Mstep: Class 39 contains 133 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5221 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11343 members 
Mstep: Class 45 contains 1134 members 
Mstep: Class 46 contains 198 members 
Mstep: Class 47 contains 214 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 6881 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 40316 members 
Mstep: Class 53 contains 2521 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 396.526306 but Gain 601.937500
Score: -42145168.000000 Penalty: 38523.929688
Iteration 119Q: 65 clusters Score -4.214517e+07 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6645 members 
Mstep: Class 3 contains 34069 members 
Mstep: Class 4 contains 38380 members 
Mstep: Class 5 contains 370 members 
Mstep: Class 6 contains 23053 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 3435 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 10914 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 44419 members 
Mstep: Class 19 contains 3123 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 22880 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14473 members 
Mstep: Class 26 contains 2991 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 880 members 
Mstep: Class 29 contains 24375 members 
Mstep: Class 30 contains 30041 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 31709 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 22664 members 
Mstep: Class 36 contains 25045 members 
Mstep: Class 37 contains 591 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 159 members 
Mstep: Class 40 contains 1398 members 
Mstep: Class 41 contains 5269 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 11533 members 
Mstep: Class 45 contains 1180 members 
Mstep: Class 46 contains 200 members 
Mstep: Class 47 contains 220 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 7037 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 40524 members 
Mstep: Class 53 contains 2544 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 23826 members 
Mstep: Class 57 contains 99 members 
Mstep: Class 58 contains 22904 members 
Mstep: Class 59 contains 207 members 
Mstep: Class 60 contains 17427 members 
Mstep: Class 61 contains 23553 members 
Mstep: Class 62 contains 147 members 
Mstep: Class 63 contains 13918 members 
Mstep: Class 64 contains 122 members 
Mstep: Class 65 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150628.000000 Penalty: 38523.929688
Iteration 120F: 65 clusters Score -4.215063e+07 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 36597 members 
Mstep: Class 4 contains 37586 members 
Mstep: Class 5 contains 369 members 
Mstep: Class 6 contains 21228 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 3410 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 10597 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 43807 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 24469 members 
Mstep: Class 23 contains 788 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14438 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 2262 members 
Mstep: Class 28 contains 875 members 
Mstep: Class 29 contains 23986 members 
Mstep: Class 30 contains 30052 members 
Mstep: Class 31 contains 1189 members 
Mstep: Class 32 contains 220 members 
Mstep: Class 33 contains 30575 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 22667 members 
Mstep: Class 36 contains 21559 members 
Mstep: Class 37 contains 584 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 156 members 
Mstep: Class 40 contains 1403 members 
Mstep: Class 41 contains 5276 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 11295 members 
Mstep: Class 45 contains 1203 members 
Mstep: Class 46 contains 203 members 
Mstep: Class 47 contains 225 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 6908 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1174 members 
Mstep: Class 52 contains 40297 members 
Mstep: Class 53 contains 2529 members 
Mstep: Class 54 contains 386 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 26508 members 
Mstep: Class 57 contains 118 members 
Mstep: Class 58 contains 24704 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18133 members 
Mstep: Class 61 contains 24091 members 
Mstep: Class 62 contains 176 members 
Mstep: Class 63 contains 13340 members 
Mstep: Class 64 contains 138 members 
Mstep: Class 65 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151528.000000 Penalty: 38523.929688
Iteration 121Q: 65 clusters Score -4.215153e+07 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 38885 members 
Mstep: Class 4 contains 36918 members 
Mstep: Class 5 contains 368 members 
Mstep: Class 6 contains 19340 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 3395 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3273 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 43380 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 26110 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14346 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 2244 members 
Mstep: Class 28 contains 875 members 
Mstep: Class 29 contains 23913 members 
Mstep: Class 30 contains 30036 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 22679 members 
Mstep: Class 36 contains 18311 members 
Mstep: Class 37 contains 581 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 149 members 
Mstep: Class 40 contains 1405 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 11153 members 
Mstep: Class 45 contains 1218 members 
Mstep: Class 46 contains 205 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 6694 members 
Mstep: Class 50 contains 344 members 
Mstep: Class 51 contains 1171 members 
Mstep: Class 52 contains 40057 members 
Mstep: Class 53 contains 2532 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 29368 members 
Mstep: Class 57 contains 122 members 
Mstep: Class 58 contains 26309 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18686 members 
Mstep: Class 61 contains 24442 members 
Mstep: Class 62 contains 189 members 
Mstep: Class 63 contains 12133 members 
Mstep: Class 64 contains 146 members 
Mstep: Class 65 contains 9627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150164.000000 Penalty: 38523.929688
Iteration 122Q: 65 clusters Score -4.215016e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 41007 members 
Mstep: Class 4 contains 35550 members 
Mstep: Class 5 contains 366 members 
Mstep: Class 6 contains 17782 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 10206 members 
Mstep: Class 16 contains 2574 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 43117 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 218 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 27455 members 
Mstep: Class 23 contains 785 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14256 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 872 members 
Mstep: Class 29 contains 24073 members 
Mstep: Class 30 contains 30007 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 28977 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 22685 members 
Mstep: Class 36 contains 15473 members 
Mstep: Class 37 contains 575 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 145 members 
Mstep: Class 40 contains 1403 members 
Mstep: Class 41 contains 5300 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 11033 members 
Mstep: Class 45 contains 1233 members 
Mstep: Class 46 contains 206 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 6467 members 
Mstep: Class 50 contains 343 members 
Mstep: Class 51 contains 1173 members 
Mstep: Class 52 contains 39797 members 
Mstep: Class 53 contains 2532 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 283 members 
Mstep: Class 56 contains 32488 members 
Mstep: Class 57 contains 123 members 
Mstep: Class 58 contains 27553 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 19183 members 
Mstep: Class 61 contains 24734 members 
Mstep: Class 62 contains 196 members 
Mstep: Class 63 contains 10899 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148876.000000 Penalty: 38523.929688
Iteration 123Q: 65 clusters Score -4.214888e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 3 contains 42640 members 
Mstep: Class 4 contains 33982 members 
Mstep: Class 5 contains 365 members 
Mstep: Class 6 contains 16421 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3262 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 10071 members 
Mstep: Class 16 contains 2578 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42971 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 28574 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14175 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 24357 members 
Mstep: Class 30 contains 29964 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 28455 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22689 members 
Mstep: Class 36 contains 12864 members 
Mstep: Class 37 contains 576 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 143 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 10886 members 
Mstep: Class 45 contains 1249 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 6260 members 
Mstep: Class 50 contains 343 members 
Mstep: Class 51 contains 1174 members 
Mstep: Class 52 contains 39564 members 
Mstep: Class 53 contains 2539 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 35440 members 
Mstep: Class 57 contains 124 members 
Mstep: Class 58 contains 28561 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 19609 members 
Mstep: Class 61 contains 24974 members 
Mstep: Class 62 contains 198 members 
Mstep: Class 63 contains 10174 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 10368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147556.000000 Penalty: 38523.929688
Iteration 124Q: 65 clusters Score -4.214756e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 43681 members 
Mstep: Class 4 contains 32290 members 
Mstep: Class 5 contains 363 members 
Mstep: Class 6 contains 15422 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 9929 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 29599 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14093 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2177 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 24693 members 
Mstep: Class 30 contains 29914 members 
Mstep: Class 31 contains 1221 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 28082 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22711 members 
Mstep: Class 36 contains 10631 members 
Mstep: Class 37 contains 578 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 141 members 
Mstep: Class 40 contains 1397 members 
Mstep: Class 41 contains 5287 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 10713 members 
Mstep: Class 45 contains 1261 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 6031 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 39387 members 
Mstep: Class 53 contains 2540 members 
Mstep: Class 54 contains 378 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 38168 members 
Mstep: Class 57 contains 124 members 
Mstep: Class 58 contains 29296 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 19952 members 
Mstep: Class 61 contains 25070 members 
Mstep: Class 62 contains 200 members 
Mstep: Class 63 contains 9987 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 10783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145124.000000 Penalty: 38523.929688
Iteration 125Q: 65 clusters Score -4.214512e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 44626 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 362 members 
Mstep: Class 6 contains 14665 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 6169 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 9749 members 
Mstep: Class 16 contains 2590 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42691 members 
Mstep: Class 19 contains 3042 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 30451 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14040 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 24921 members 
Mstep: Class 30 contains 29845 members 
Mstep: Class 31 contains 1229 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 27817 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22726 members 
Mstep: Class 36 contains 9353 members 
Mstep: Class 37 contains 578 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 140 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 5284 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 10555 members 
Mstep: Class 45 contains 1268 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5807 members 
Mstep: Class 50 contains 338 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 39217 members 
Mstep: Class 53 contains 2539 members 
Mstep: Class 54 contains 377 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 40046 members 
Mstep: Class 57 contains 124 members 
Mstep: Class 58 contains 29831 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 20268 members 
Mstep: Class 61 contains 25111 members 
Mstep: Class 62 contains 202 members 
Mstep: Class 63 contains 10093 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 11230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42142220.000000 Penalty: 38523.929688
Iteration 126Q: 65 clusters Score -4.214222e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 45517 members 
Mstep: Class 4 contains 28592 members 
Mstep: Class 5 contains 361 members 
Mstep: Class 6 contains 14095 members 
Mstep: Class 7 contains 472 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 6169 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 9632 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42579 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 31137 members 
Mstep: Class 23 contains 783 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 14014 members 
Mstep: Class 26 contains 2939 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 872 members 
Mstep: Class 29 contains 25061 members 
Mstep: Class 30 contains 29770 members 
Mstep: Class 31 contains 1231 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 27619 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22715 members 
Mstep: Class 36 contains 8790 members 
Mstep: Class 37 contains 578 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 140 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 5289 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 10400 members 
Mstep: Class 45 contains 1271 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5632 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 38957 members 
Mstep: Class 53 contains 2547 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 41303 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30178 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 20545 members 
Mstep: Class 61 contains 25167 members 
Mstep: Class 62 contains 202 members 
Mstep: Class 63 contains 10258 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140712.000000 Penalty: 38523.929688
Iteration 127Q: 65 clusters Score -4.214071e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 45738 members 
Mstep: Class 4 contains 27210 members 
Mstep: Class 5 contains 361 members 
Mstep: Class 6 contains 13649 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42521 members 
Mstep: Class 19 contains 3038 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 31692 members 
Mstep: Class 23 contains 781 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13983 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 2098 members 
Mstep: Class 28 contains 872 members 
Mstep: Class 29 contains 24962 members 
Mstep: Class 30 contains 29661 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 27471 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22723 members 
Mstep: Class 36 contains 8843 members 
Mstep: Class 37 contains 577 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 140 members 
Mstep: Class 40 contains 1394 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 10213 members 
Mstep: Class 45 contains 1274 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 719 members 
Mstep: Class 49 contains 5497 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1178 members 
Mstep: Class 52 contains 38751 members 
Mstep: Class 53 contains 2558 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 42511 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30431 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 20796 members 
Mstep: Class 61 contains 25171 members 
Mstep: Class 62 contains 201 members 
Mstep: Class 63 contains 10333 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 12239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139736.000000 Penalty: 38523.929688
Iteration 128Q: 65 clusters Score -4.213974e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 45425 members 
Mstep: Class 4 contains 26431 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 13303 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 6169 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 42462 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 32227 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13965 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 873 members 
Mstep: Class 29 contains 24664 members 
Mstep: Class 30 contains 29528 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 27382 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22728 members 
Mstep: Class 36 contains 9255 members 
Mstep: Class 37 contains 576 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 140 members 
Mstep: Class 40 contains 1395 members 
Mstep: Class 41 contains 5293 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 10046 members 
Mstep: Class 45 contains 1274 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5364 members 
Mstep: Class 50 contains 338 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 38572 members 
Mstep: Class 53 contains 2562 members 
Mstep: Class 54 contains 379 members 
Mstep: Class 55 contains 283 members 
Mstep: Class 56 contains 43528 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30561 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21066 members 
Mstep: Class 61 contains 25155 members 
Mstep: Class 62 contains 200 members 
Mstep: Class 63 contains 10338 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 12772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138904.000000 Penalty: 38523.929688
Iteration 129Q: 65 clusters Score -4.21389e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4761 members 
Mstep: Class 3 contains 44994 members 
Mstep: Class 4 contains 25889 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 13000 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 9 contains 1291 members 
Mstep: Class 10 contains 6172 members 
Mstep: Class 11 contains 3296 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 6100 members 
Mstep: Class 15 contains 9225 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 42370 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 32709 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13957 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 872 members 
Mstep: Class 29 contains 24242 members 
Mstep: Class 30 contains 29363 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 27328 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22729 members 
Mstep: Class 36 contains 9866 members 
Mstep: Class 37 contains 574 members 
Mstep: Class 38 contains 301 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1392 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9873 members 
Mstep: Class 45 contains 1275 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 229 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5278 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 38451 members 
Mstep: Class 53 contains 2570 members 
Mstep: Class 54 contains 380 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 44257 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30622 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21328 members 
Mstep: Class 61 contains 25145 members 
Mstep: Class 62 contains 202 members 
Mstep: Class 63 contains 10414 members 
Mstep: Class 64 contains 149 members 
Mstep: Class 65 contains 13281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138152.000000 Penalty: 38523.929688
Iteration 130Q: 65 clusters Score -4.213815e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4583 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 25425 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 12733 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 9095 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42302 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 33133 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13949 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 23842 members 
Mstep: Class 30 contains 29185 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 233 members 
Mstep: Class 33 contains 27309 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22715 members 
Mstep: Class 36 contains 10545 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 300 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 5301 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9714 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5226 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 38352 members 
Mstep: Class 53 contains 2578 members 
Mstep: Class 54 contains 381 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 44713 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30621 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21575 members 
Mstep: Class 61 contains 25124 members 
Mstep: Class 62 contains 205 members 
Mstep: Class 63 contains 10507 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 13805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42137772.000000 Penalty: 38523.929688
Iteration 131Q: 65 clusters Score -4.213777e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 44325 members 
Mstep: Class 4 contains 24965 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 12501 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42214 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 33554 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13960 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2074 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 23502 members 
Mstep: Class 30 contains 29017 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 235 members 
Mstep: Class 33 contains 27310 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22698 members 
Mstep: Class 36 contains 11278 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1390 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9584 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5199 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 38171 members 
Mstep: Class 53 contains 2585 members 
Mstep: Class 54 contains 381 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 44967 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30557 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21813 members 
Mstep: Class 61 contains 25104 members 
Mstep: Class 62 contains 206 members 
Mstep: Class 63 contains 10669 members 
Mstep: Class 64 contains 151 members 
Mstep: Class 65 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42137680.000000 Penalty: 38523.929688
Iteration 132Q: 65 clusters Score -4.213768e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 43926 members 
Mstep: Class 4 contains 24550 members 
Mstep: Class 5 contains 358 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 9 contains 1284 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 8903 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42114 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 33930 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13963 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 23196 members 
Mstep: Class 30 contains 28846 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 27349 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22716 members 
Mstep: Class 36 contains 12099 members 
Mstep: Class 37 contains 564 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1389 members 
Mstep: Class 41 contains 5299 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9483 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 5155 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1180 members 
Mstep: Class 52 contains 37962 members 
Mstep: Class 53 contains 2590 members 
Mstep: Class 54 contains 381 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 45078 members 
Mstep: Class 57 contains 125 members 
Mstep: Class 58 contains 30512 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22051 members 
Mstep: Class 61 contains 25086 members 
Mstep: Class 62 contains 209 members 
Mstep: Class 63 contains 10857 members 
Mstep: Class 64 contains 151 members 
Mstep: Class 65 contains 14797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138144.000000 Penalty: 38523.929688
Iteration 133Q: 65 clusters Score -4.213814e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 43496 members 
Mstep: Class 4 contains 24230 members 
Mstep: Class 5 contains 358 members 
Mstep: Class 6 contains 12117 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 10 contains 6183 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 6102 members 
Mstep: Class 15 contains 8889 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42064 members 
Mstep: Class 19 contains 3054 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 34280 members 
Mstep: Class 23 contains 777 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13960 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22941 members 
Mstep: Class 30 contains 28678 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 27365 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22717 members 
Mstep: Class 36 contains 12932 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1386 members 
Mstep: Class 41 contains 5299 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9403 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 5117 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 37718 members 
Mstep: Class 53 contains 2598 members 
Mstep: Class 54 contains 383 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 44970 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 30429 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22268 members 
Mstep: Class 61 contains 25059 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 11116 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 15218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42138356.000000 Penalty: 38523.929688
Iteration 134Q: 65 clusters Score -4.213836e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4007 members 
Mstep: Class 3 contains 43029 members 
Mstep: Class 4 contains 23989 members 
Mstep: Class 5 contains 356 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 474 members 
Mstep: Class 9 contains 1274 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 8867 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 372 members 
Mstep: Class 18 contains 42021 members 
Mstep: Class 19 contains 3052 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 34609 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13956 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22763 members 
Mstep: Class 30 contains 28521 members 
Mstep: Class 31 contains 1233 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 27395 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22720 members 
Mstep: Class 36 contains 13810 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1384 members 
Mstep: Class 41 contains 5294 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9341 members 
Mstep: Class 45 contains 1276 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 5080 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 37533 members 
Mstep: Class 53 contains 2605 members 
Mstep: Class 54 contains 384 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 44713 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 30322 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22472 members 
Mstep: Class 61 contains 25035 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 11361 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 15587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42139264.000000 Penalty: 38523.929688
Iteration 135Q: 65 clusters Score -4.213926e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 42620 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 6 contains 11835 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 8858 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 42001 members 
Mstep: Class 19 contains 3056 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 34938 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22644 members 
Mstep: Class 30 contains 28356 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 27403 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22721 members 
Mstep: Class 36 contains 14741 members 
Mstep: Class 37 contains 562 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1380 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9302 members 
Mstep: Class 45 contains 1277 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5050 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37352 members 
Mstep: Class 53 contains 2613 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 44293 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 30212 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22659 members 
Mstep: Class 61 contains 24994 members 
Mstep: Class 62 contains 218 members 
Mstep: Class 63 contains 11545 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 15927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42140016.000000 Penalty: 38523.929688
Iteration 136Q: 65 clusters Score -4.214002e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3749 members 
Mstep: Class 3 contains 42259 members 
Mstep: Class 4 contains 23679 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 11679 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41955 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 35370 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13942 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22555 members 
Mstep: Class 30 contains 28219 members 
Mstep: Class 31 contains 1234 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 27450 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22737 members 
Mstep: Class 36 contains 15690 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1375 members 
Mstep: Class 41 contains 5300 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9265 members 
Mstep: Class 45 contains 1278 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 5022 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37183 members 
Mstep: Class 53 contains 2618 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 43725 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 30027 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22796 members 
Mstep: Class 61 contains 24930 members 
Mstep: Class 62 contains 220 members 
Mstep: Class 63 contains 11712 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 16228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42141776.000000 Penalty: 38523.929688
Iteration 137Q: 65 clusters Score -4.214178e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3638 members 
Mstep: Class 3 contains 41820 members 
Mstep: Class 4 contains 23642 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 6186 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 8901 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41884 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 35922 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13943 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 2087 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22533 members 
Mstep: Class 30 contains 28044 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 27446 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22742 members 
Mstep: Class 36 contains 16652 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1374 members 
Mstep: Class 41 contains 5303 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9246 members 
Mstep: Class 45 contains 1277 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 5032 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 37056 members 
Mstep: Class 53 contains 2623 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 43108 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 29761 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22930 members 
Mstep: Class 61 contains 24865 members 
Mstep: Class 62 contains 222 members 
Mstep: Class 63 contains 11845 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 16499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42143816.000000 Penalty: 38523.929688
Iteration 138Q: 65 clusters Score -4.214382e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3513 members 
Mstep: Class 3 contains 41318 members 
Mstep: Class 4 contains 23692 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 8937 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41808 members 
Mstep: Class 19 contains 3066 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 36771 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13948 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2094 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22552 members 
Mstep: Class 30 contains 27870 members 
Mstep: Class 31 contains 1235 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 27426 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22744 members 
Mstep: Class 36 contains 17555 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1370 members 
Mstep: Class 41 contains 5305 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9243 members 
Mstep: Class 45 contains 1278 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 5017 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 36920 members 
Mstep: Class 53 contains 2632 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 42515 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 29200 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23062 members 
Mstep: Class 61 contains 24830 members 
Mstep: Class 62 contains 224 members 
Mstep: Class 63 contains 11945 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 16765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145820.000000 Penalty: 38523.929688
Iteration 139Q: 65 clusters Score -4.214582e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 40756 members 
Mstep: Class 4 contains 23899 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 6211 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41708 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 37941 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 2936 members 
Mstep: Class 27 contains 2097 members 
Mstep: Class 28 contains 869 members 
Mstep: Class 29 contains 22653 members 
Mstep: Class 30 contains 27704 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 27353 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22754 members 
Mstep: Class 36 contains 18424 members 
Mstep: Class 37 contains 570 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1368 members 
Mstep: Class 41 contains 5305 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9225 members 
Mstep: Class 45 contains 1279 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4987 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1181 members 
Mstep: Class 52 contains 36806 members 
Mstep: Class 53 contains 2642 members 
Mstep: Class 54 contains 387 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 41774 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 28243 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23186 members 
Mstep: Class 61 contains 24847 members 
Mstep: Class 62 contains 225 members 
Mstep: Class 63 contains 12058 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 17000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148316.000000 Penalty: 38523.929688
Iteration 140F: 65 clusters Score -4.214832e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 40350 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 3290 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 8909 members 
Mstep: Class 16 contains 2612 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41501 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 39690 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13961 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 22822 members 
Mstep: Class 30 contains 27524 members 
Mstep: Class 31 contains 1237 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 27148 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22763 members 
Mstep: Class 36 contains 19423 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1365 members 
Mstep: Class 41 contains 5308 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9195 members 
Mstep: Class 45 contains 1279 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4991 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1180 members 
Mstep: Class 52 contains 36707 members 
Mstep: Class 53 contains 2656 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 40878 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 26898 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23291 members 
Mstep: Class 61 contains 24844 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 12044 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 17410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148540.000000 Penalty: 38523.929688
Iteration 141Q: 65 clusters Score -4.214854e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 39701 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 11795 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 8838 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41305 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 41717 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13960 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 2110 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 23091 members 
Mstep: Class 30 contains 27320 members 
Mstep: Class 31 contains 1236 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26908 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22765 members 
Mstep: Class 36 contains 20599 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1365 members 
Mstep: Class 41 contains 5312 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9173 members 
Mstep: Class 45 contains 1282 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4992 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 36639 members 
Mstep: Class 53 contains 2660 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 39658 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 24691 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23403 members 
Mstep: Class 61 contains 24936 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 12040 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 17798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147520.000000 Penalty: 38523.929688
Iteration 142Q: 65 clusters Score -4.214752e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 38694 members 
Mstep: Class 4 contains 25164 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 12320 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 6190 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 8759 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41180 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 42806 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13965 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 2114 members 
Mstep: Class 28 contains 867 members 
Mstep: Class 29 contains 23436 members 
Mstep: Class 30 contains 27119 members 
Mstep: Class 31 contains 1239 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26698 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22755 members 
Mstep: Class 36 contains 21771 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1365 members 
Mstep: Class 41 contains 5306 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9168 members 
Mstep: Class 45 contains 1286 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4927 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 36666 members 
Mstep: Class 53 contains 2668 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 38311 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 23343 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23466 members 
Mstep: Class 61 contains 25046 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 12153 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 18140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42146184.000000 Penalty: 38523.929688
Iteration 143Q: 65 clusters Score -4.214618e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2853 members 
Mstep: Class 3 contains 37104 members 
Mstep: Class 4 contains 26346 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 12796 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3239 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 8679 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41188 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 42887 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13957 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 2116 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 23741 members 
Mstep: Class 30 contains 26904 members 
Mstep: Class 31 contains 1243 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26578 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22745 members 
Mstep: Class 36 contains 22709 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1365 members 
Mstep: Class 41 contains 5307 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9151 members 
Mstep: Class 45 contains 1289 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4870 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 36726 members 
Mstep: Class 53 contains 2687 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 37249 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 22848 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23545 members 
Mstep: Class 61 contains 25105 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 12388 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 18447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42146448.000000 Penalty: 38523.929688
Iteration 144Q: 65 clusters Score -4.214645e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 35306 members 
Mstep: Class 4 contains 28073 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41187 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 42628 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13959 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 2120 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 24017 members 
Mstep: Class 30 contains 26673 members 
Mstep: Class 31 contains 1249 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26547 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22735 members 
Mstep: Class 36 contains 23367 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1366 members 
Mstep: Class 41 contains 5309 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9094 members 
Mstep: Class 45 contains 1292 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4841 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1176 members 
Mstep: Class 52 contains 36936 members 
Mstep: Class 53 contains 2709 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 36100 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 22548 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23639 members 
Mstep: Class 61 contains 25178 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 12683 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147732.000000 Penalty: 38523.929688
Iteration 145Q: 65 clusters Score -4.214773e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 33249 members 
Mstep: Class 4 contains 30059 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 13872 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41164 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 42362 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13961 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 24315 members 
Mstep: Class 30 contains 26460 members 
Mstep: Class 31 contains 1252 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26548 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22713 members 
Mstep: Class 36 contains 23742 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1364 members 
Mstep: Class 41 contains 5317 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9060 members 
Mstep: Class 45 contains 1293 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4806 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 37181 members 
Mstep: Class 53 contains 2728 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 35077 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 22221 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23706 members 
Mstep: Class 61 contains 25249 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 13101 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 18905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42149900.000000 Penalty: 38523.929688
Iteration 146Q: 65 clusters Score -4.21499e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 31164 members 
Mstep: Class 4 contains 31898 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 14435 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 8313 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41120 members 
Mstep: Class 19 contains 3079 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 42170 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13957 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 865 members 
Mstep: Class 29 contains 24527 members 
Mstep: Class 30 contains 26223 members 
Mstep: Class 31 contains 1255 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26565 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22677 members 
Mstep: Class 36 contains 24185 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 299 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1362 members 
Mstep: Class 41 contains 5317 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 9036 members 
Mstep: Class 45 contains 1292 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4756 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 37426 members 
Mstep: Class 53 contains 2743 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 34195 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 21851 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23765 members 
Mstep: Class 61 contains 25334 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 13570 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 19165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151320.000000 Penalty: 38523.929688
Iteration 147Q: 65 clusters Score -4.215132e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2308 members 
Mstep: Class 3 contains 29205 members 
Mstep: Class 4 contains 33473 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 15091 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 41058 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 41895 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 2944 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24610 members 
Mstep: Class 30 contains 25967 members 
Mstep: Class 31 contains 1258 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26607 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22649 members 
Mstep: Class 36 contains 24779 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1360 members 
Mstep: Class 41 contains 5321 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 8997 members 
Mstep: Class 45 contains 1292 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4712 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1175 members 
Mstep: Class 52 contains 37687 members 
Mstep: Class 53 contains 2759 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 33379 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 21488 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23829 members 
Mstep: Class 61 contains 25378 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 14104 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 19439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42153116.000000 Penalty: 38523.929688
Iteration 148Q: 65 clusters Score -4.215312e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 27415 members 
Mstep: Class 4 contains 34769 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 6194 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3227 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 15 contains 7972 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40954 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 41588 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13949 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24607 members 
Mstep: Class 30 contains 25720 members 
Mstep: Class 31 contains 1259 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26643 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22626 members 
Mstep: Class 36 contains 25505 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1359 members 
Mstep: Class 41 contains 5326 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 8934 members 
Mstep: Class 45 contains 1293 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4662 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1177 members 
Mstep: Class 52 contains 37982 members 
Mstep: Class 53 contains 2764 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 32550 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 21140 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23852 members 
Mstep: Class 61 contains 25461 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 14689 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42154680.000000 Penalty: 38523.929688
Iteration 149Q: 65 clusters Score -4.215468e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 25821 members 
Mstep: Class 4 contains 35818 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 16536 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 7806 members 
Mstep: Class 16 contains 2608 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40840 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 41222 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13946 members 
Mstep: Class 26 contains 2947 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24571 members 
Mstep: Class 30 contains 25500 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26671 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22609 members 
Mstep: Class 36 contains 26123 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1358 members 
Mstep: Class 41 contains 5332 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 8862 members 
Mstep: Class 45 contains 1294 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4621 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1179 members 
Mstep: Class 52 contains 38233 members 
Mstep: Class 53 contains 2770 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 31752 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 20801 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23841 members 
Mstep: Class 61 contains 25536 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 15427 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 20075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156088.000000 Penalty: 38523.929688
Iteration 150Q: 65 clusters Score -4.215609e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 24602 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 17384 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40740 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 40807 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13940 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24491 members 
Mstep: Class 30 contains 25280 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26698 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22589 members 
Mstep: Class 36 contains 26772 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1354 members 
Mstep: Class 41 contains 5342 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 8766 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4591 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 38564 members 
Mstep: Class 53 contains 2773 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 31012 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 20415 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23816 members 
Mstep: Class 61 contains 25572 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 16201 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157004.000000 Penalty: 38523.929688
Iteration 151Q: 65 clusters Score -4.2157e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 23622 members 
Mstep: Class 4 contains 36765 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 6 contains 18413 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40618 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 40215 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13926 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24390 members 
Mstep: Class 30 contains 25061 members 
Mstep: Class 31 contains 1260 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26731 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22554 members 
Mstep: Class 36 contains 27358 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1352 members 
Mstep: Class 41 contains 5350 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 8666 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4532 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 38751 members 
Mstep: Class 53 contains 2777 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 30360 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 20069 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23773 members 
Mstep: Class 61 contains 25588 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 17080 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 20874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156952.000000 Penalty: 38523.929688
Iteration 152Q: 65 clusters Score -4.215695e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1768 members 
Mstep: Class 3 contains 22790 members 
Mstep: Class 4 contains 36924 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 19571 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 39641 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13901 members 
Mstep: Class 26 contains 2943 members 
Mstep: Class 27 contains 2166 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24284 members 
Mstep: Class 30 contains 24844 members 
Mstep: Class 31 contains 1261 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26760 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22538 members 
Mstep: Class 36 contains 27962 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1353 members 
Mstep: Class 41 contains 5352 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 8569 members 
Mstep: Class 45 contains 1297 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4493 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 38763 members 
Mstep: Class 53 contains 2780 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 29649 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19579 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23705 members 
Mstep: Class 61 contains 25570 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 18014 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 21405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157312.000000 Penalty: 38523.929688
Iteration 153Q: 65 clusters Score -4.215731e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1694 members 
Mstep: Class 3 contains 22070 members 
Mstep: Class 4 contains 36993 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6205 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40456 members 
Mstep: Class 19 contains 3117 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13878 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 2172 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24163 members 
Mstep: Class 30 contains 24621 members 
Mstep: Class 31 contains 1261 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26807 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22521 members 
Mstep: Class 36 contains 28437 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1351 members 
Mstep: Class 41 contains 5358 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 8455 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4476 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 38770 members 
Mstep: Class 53 contains 2779 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 28954 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18942 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23644 members 
Mstep: Class 61 contains 25541 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 19035 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 21935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157388.000000 Penalty: 38523.929688
Iteration 154Q: 65 clusters Score -4.215739e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 21536 members 
Mstep: Class 4 contains 37033 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 21575 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 7323 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40433 members 
Mstep: Class 19 contains 3125 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38980 members 
Mstep: Class 23 contains 780 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24059 members 
Mstep: Class 30 contains 24394 members 
Mstep: Class 31 contains 1262 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26799 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22534 members 
Mstep: Class 36 contains 28724 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 5364 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 8332 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4464 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 38672 members 
Mstep: Class 53 contains 2779 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 28234 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18430 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23565 members 
Mstep: Class 61 contains 25451 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 20094 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 22492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157744.000000 Penalty: 38523.929688
Iteration 155Q: 65 clusters Score -4.215774e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 20990 members 
Mstep: Class 4 contains 37096 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3217 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40377 members 
Mstep: Class 19 contains 3131 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38853 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13818 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23964 members 
Mstep: Class 30 contains 24214 members 
Mstep: Class 31 contains 1264 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26789 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22517 members 
Mstep: Class 36 contains 28941 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1349 members 
Mstep: Class 41 contains 5374 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 8193 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4462 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1183 members 
Mstep: Class 52 contains 38421 members 
Mstep: Class 53 contains 2782 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 27486 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18023 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23497 members 
Mstep: Class 61 contains 25334 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 21216 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 23082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158232.000000 Penalty: 38523.929688
Iteration 156Q: 65 clusters Score -4.215823e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 20505 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 15 contains 7527 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40357 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38765 members 
Mstep: Class 23 contains 779 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 2940 members 
Mstep: Class 27 contains 2182 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23962 members 
Mstep: Class 30 contains 24017 members 
Mstep: Class 31 contains 1265 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26749 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22493 members 
Mstep: Class 36 contains 28960 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1348 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 8061 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4439 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 38232 members 
Mstep: Class 53 contains 2786 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 26706 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17715 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23475 members 
Mstep: Class 61 contains 25232 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 22431 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 23596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158076.000000 Penalty: 38523.929688
Iteration 157Q: 65 clusters Score -4.215808e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 20088 members 
Mstep: Class 4 contains 37190 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23368 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 7687 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40337 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38692 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 2183 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23949 members 
Mstep: Class 30 contains 23835 members 
Mstep: Class 31 contains 1267 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26720 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22479 members 
Mstep: Class 36 contains 28829 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5378 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7908 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4404 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37901 members 
Mstep: Class 53 contains 2796 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 26023 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17469 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23473 members 
Mstep: Class 61 contains 25130 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 23648 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158176.000000 Penalty: 38523.929688
Iteration 158Q: 65 clusters Score -4.215818e+07 nChanged 5231
Entering ConstructFrom: 
Score: -42158176.000000 Penalty: 38523.929688
Entering ConstructFrom: 
Trying to split cluster 1 (4204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Entering Unmasked Estep 
Score: -333540.843750 Penalty: 379.642548
	Iteration 0F: 2 clusters Score -333540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -330709.593750 Penalty: 759.285095
	Iteration 0F: 3 clusters Score -330709.6 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -331702.250000 Penalty: 759.285095
	Iteration 1F: 3 clusters Score -331702.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -331804.406250 Penalty: 759.285095
	Iteration 2F: 3 clusters Score -331804.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -331897.531250 Penalty: 759.285095
	Iteration 3F: 3 clusters Score -331897.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331980.437500 Penalty: 759.285095
	Iteration 4Q: 3 clusters Score -331980.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -332060.343750 Penalty: 759.285095
	Iteration 5Q: 3 clusters Score -332060.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -332122.562500 Penalty: 759.285095
	Iteration 6Q: 3 clusters Score -332122.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -332204.468750 Penalty: 759.285095
	Iteration 7Q: 3 clusters Score -332204.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -332286.218750 Penalty: 759.285095
	Iteration 8Q: 3 clusters Score -332286.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -332374.843750 Penalty: 759.285095
	Iteration 9Q: 3 clusters Score -332374.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -332440.937500 Penalty: 759.285095
	Iteration 10Q: 3 clusters Score -332440.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -332502.718750 Penalty: 759.285095
	Iteration 11Q: 3 clusters Score -332502.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -332556.093750 Penalty: 759.285095
	Iteration 12Q: 3 clusters Score -332556.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -332597.375000 Penalty: 759.285095
	Iteration 13Q: 3 clusters Score -332597.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -332624.093750 Penalty: 759.285095
	Iteration 14Q: 3 clusters Score -332624.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -332644.968750 Penalty: 759.285095
	Iteration 15Q: 3 clusters Score -332645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -332674.500000 Penalty: 759.285095
	Iteration 16Q: 3 clusters Score -332674.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -332708.968750 Penalty: 759.285095
	Iteration 17Q: 3 clusters Score -332709 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -332738.968750 Penalty: 759.285095
	Iteration 18Q: 3 clusters Score -332739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -332758.875000 Penalty: 759.285095
	Iteration 19Q: 3 clusters Score -332758.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -332782.906250 Penalty: 759.285095
	Iteration 20F: 3 clusters Score -332782.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -332805.625000 Penalty: 759.285095
	Iteration 21Q: 3 clusters Score -332805.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -332827.187500 Penalty: 759.285095
	Iteration 22Q: 3 clusters Score -332827.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -332856.593750 Penalty: 759.285095
	Iteration 23Q: 3 clusters Score -332856.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -332885.343750 Penalty: 759.285095
	Iteration 24Q: 3 clusters Score -332885.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -332911.093750 Penalty: 759.285095
	Iteration 25Q: 3 clusters Score -332911.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -332940.937500 Penalty: 759.285095
	Iteration 26Q: 3 clusters Score -332940.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -332969.812500 Penalty: 759.285095
	Iteration 27Q: 3 clusters Score -332969.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -332991.531250 Penalty: 759.285095
	Iteration 28Q: 3 clusters Score -332991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -333007.281250 Penalty: 759.285095
	Iteration 29Q: 3 clusters Score -333007.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -333020.062500 Penalty: 759.285095
	Iteration 30Q: 3 clusters Score -333020.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -333032.718750 Penalty: 759.285095
	Iteration 31Q: 3 clusters Score -333032.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -333047.000000 Penalty: 759.285095
	Iteration 32Q: 3 clusters Score -333047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -333060.843750 Penalty: 759.285095
	Iteration 33Q: 3 clusters Score -333060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -333069.781250 Penalty: 759.285095
	Iteration 34Q: 3 clusters Score -333069.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -333080.500000 Penalty: 759.285095
	Iteration 35Q: 3 clusters Score -333080.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -333086.718750 Penalty: 759.285095
	Iteration 36Q: 3 clusters Score -333086.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -333091.000000 Penalty: 759.285095
	Iteration 37Q: 3 clusters Score -333091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -333093.625000 Penalty: 759.285095
	Iteration 38Q: 3 clusters Score -333093.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -333099.156250 Penalty: 759.285095
	Iteration 39Q: 3 clusters Score -333099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -333105.312500 Penalty: 759.285095
	Iteration 40F: 3 clusters Score -333105.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -333115.812500 Penalty: 759.285095
	Iteration 41Q: 3 clusters Score -333115.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -333125.406250 Penalty: 759.285095
	Iteration 42Q: 3 clusters Score -333125.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -333131.656250 Penalty: 759.285095
	Iteration 43Q: 3 clusters Score -333131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -333137.718750 Penalty: 759.285095
	Iteration 44Q: 3 clusters Score -333137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -333140.937500 Penalty: 759.285095
	Iteration 45Q: 3 clusters Score -333140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -333147.875000 Penalty: 759.285095
	Iteration 46Q: 3 clusters Score -333147.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -333152.187500 Penalty: 759.285095
	Iteration 47Q: 3 clusters Score -333152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -333160.125000 Penalty: 759.285095
	Iteration 48Q: 3 clusters Score -333160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -333168.687500 Penalty: 759.285095
	Iteration 49Q: 3 clusters Score -333168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -333170.593750 Penalty: 759.285095
	Iteration 50Q: 3 clusters Score -333170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -333172.281250 Penalty: 759.285095
	Iteration 51Q: 3 clusters Score -333172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -333172.687500 Penalty: 759.285095
	Iteration 52Q: 3 clusters Score -333172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -333177.250000 Penalty: 759.285095
	Iteration 53Q: 3 clusters Score -333177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -333181.500000 Penalty: 759.285095
	Iteration 54Q: 3 clusters Score -333181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -333186.906250 Penalty: 759.285095
	Iteration 55Q: 3 clusters Score -333186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -333188.468750 Penalty: 759.285095
	Iteration 56Q: 3 clusters Score -333188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -333189.750000 Penalty: 759.285095
	Iteration 57Q: 3 clusters Score -333189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -333191.406250 Penalty: 759.285095
	Iteration 58Q: 3 clusters Score -333191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -333194.750000 Penalty: 759.285095
	Iteration 59Q: 3 clusters Score -333194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -333197.125000 Penalty: 759.285095
	Iteration 60F: 3 clusters Score -333197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -333201.031250 Penalty: 759.285095
	Iteration 61Q: 3 clusters Score -333201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -333203.875000 Penalty: 759.285095
	Iteration 62Q: 3 clusters Score -333203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -333211.937500 Penalty: 759.285095
	Iteration 63Q: 3 clusters Score -333211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -333215.375000 Penalty: 759.285095
	Iteration 64Q: 3 clusters Score -333215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -333219.281250 Penalty: 759.285095
	Iteration 65Q: 3 clusters Score -333219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -333221.375000 Penalty: 759.285095
	Iteration 66Q: 3 clusters Score -333221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -333224.687500 Penalty: 759.285095
	Iteration 67Q: 3 clusters Score -333224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -333227.843750 Penalty: 759.285095
	Iteration 68Q: 3 clusters Score -333227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -333230.500000 Penalty: 759.285095
	Iteration 69Q: 3 clusters Score -333230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -333232.906250 Penalty: 759.285095
	Iteration 70Q: 3 clusters Score -333232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -333236.375000 Penalty: 759.285095
	Iteration 71Q: 3 clusters Score -333236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -333236.375000 Penalty: 759.285095
	Iteration 72F: 3 clusters Score -333236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -116905.382812 Penalty: 330.065094
	Iteration 0F: 2 clusters Score -116905.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -115848.437500 Penalty: 660.130188
	Iteration 0F: 3 clusters Score -115848.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -116173.929688 Penalty: 660.130188
	Iteration 1F: 3 clusters Score -116173.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116230.671875 Penalty: 660.130188
	Iteration 2F: 3 clusters Score -116230.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116269.085938 Penalty: 660.130188
	Iteration 3Q: 3 clusters Score -116269.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -116315.023438 Penalty: 660.130188
	Iteration 4Q: 3 clusters Score -116315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116354.187500 Penalty: 660.130188
	Iteration 5Q: 3 clusters Score -116354.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116383.046875 Penalty: 660.130188
	Iteration 6Q: 3 clusters Score -116383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -116415.953125 Penalty: 660.130188
	Iteration 7Q: 3 clusters Score -116416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -116459.539062 Penalty: 660.130188
	Iteration 8Q: 3 clusters Score -116459.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -116497.492188 Penalty: 660.130188
	Iteration 9Q: 3 clusters Score -116497.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -116529.687500 Penalty: 660.130188
	Iteration 10Q: 3 clusters Score -116529.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -116556.734375 Penalty: 660.130188
	Iteration 11Q: 3 clusters Score -116556.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -116572.546875 Penalty: 660.130188
	Iteration 12Q: 3 clusters Score -116572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -116579.687500 Penalty: 660.130188
	Iteration 13Q: 3 clusters Score -116579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -116588.421875 Penalty: 660.130188
	Iteration 14Q: 3 clusters Score -116588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -116596.765625 Penalty: 660.130188
	Iteration 15Q: 3 clusters Score -116596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -116602.148438 Penalty: 660.130188
	Iteration 16Q: 3 clusters Score -116602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -116604.468750 Penalty: 660.130188
	Iteration 17Q: 3 clusters Score -116604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -116606.632812 Penalty: 660.130188
	Iteration 18Q: 3 clusters Score -116606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -116607.914062 Penalty: 660.130188
	Iteration 19Q: 3 clusters Score -116607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -116608.507812 Penalty: 660.130188
	Iteration 20F: 3 clusters Score -116608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Entering Unmasked Estep 
Score: -1602502.000000 Penalty: 450.142212
	Iteration 0F: 2 clusters Score -1602502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1589572.625000 Penalty: 900.284424
	Iteration 0F: 3 clusters Score -1589573 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1595743.750000 Penalty: 900.284424
	Iteration 1F: 3 clusters Score -1595744 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1596714.750000 Penalty: 900.284424
	Iteration 2F: 3 clusters Score -1596715 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1598117.750000 Penalty: 900.284424
	Iteration 3F: 3 clusters Score -1598118 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1599656.500000 Penalty: 900.284424
	Iteration 4F: 3 clusters Score -1599656 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1600768.250000 Penalty: 900.284424
	Iteration 5F: 3 clusters Score -1600768 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1601146.375000 Penalty: 900.284424
	Iteration 6Q: 3 clusters Score -1601146 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1601312.625000 Penalty: 900.284424
	Iteration 7Q: 3 clusters Score -1601313 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1601411.500000 Penalty: 900.284424
	Iteration 8Q: 3 clusters Score -1601412 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1601495.500000 Penalty: 900.284424
	Iteration 9Q: 3 clusters Score -1601496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1601554.125000 Penalty: 900.284424
	Iteration 10Q: 3 clusters Score -1601554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1601603.000000 Penalty: 900.284424
	Iteration 11Q: 3 clusters Score -1601603 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1601638.625000 Penalty: 900.284424
	Iteration 12Q: 3 clusters Score -1601639 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1601667.625000 Penalty: 900.284424
	Iteration 13Q: 3 clusters Score -1601668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1601687.500000 Penalty: 900.284424
	Iteration 14Q: 3 clusters Score -1601688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1601710.000000 Penalty: 900.284424
	Iteration 15Q: 3 clusters Score -1601710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1601731.875000 Penalty: 900.284424
	Iteration 16Q: 3 clusters Score -1601732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1601760.375000 Penalty: 900.284424
	Iteration 17Q: 3 clusters Score -1601760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1601789.625000 Penalty: 900.284424
	Iteration 18Q: 3 clusters Score -1601790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1601810.000000 Penalty: 900.284424
	Iteration 19Q: 3 clusters Score -1601810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1601839.000000 Penalty: 900.284424
	Iteration 20F: 3 clusters Score -1601839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1601855.000000 Penalty: 900.284424
	Iteration 21Q: 3 clusters Score -1601855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1601880.875000 Penalty: 900.284424
	Iteration 22Q: 3 clusters Score -1601881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1601907.500000 Penalty: 900.284424
	Iteration 23Q: 3 clusters Score -1601908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1601939.875000 Penalty: 900.284424
	Iteration 24Q: 3 clusters Score -1601940 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1601971.125000 Penalty: 900.284424
	Iteration 25Q: 3 clusters Score -1601971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1601990.500000 Penalty: 900.284424
	Iteration 26Q: 3 clusters Score -1601990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1602012.375000 Penalty: 900.284424
	Iteration 27Q: 3 clusters Score -1602012 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1602031.250000 Penalty: 900.284424
	Iteration 28Q: 3 clusters Score -1602031 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1602050.250000 Penalty: 900.284424
	Iteration 29Q: 3 clusters Score -1602050 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1602077.625000 Penalty: 900.284424
	Iteration 30Q: 3 clusters Score -1602078 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1602098.875000 Penalty: 900.284424
	Iteration 31Q: 3 clusters Score -1602099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1602121.625000 Penalty: 900.284424
	Iteration 32Q: 3 clusters Score -1602122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1602144.750000 Penalty: 900.284424
	Iteration 33Q: 3 clusters Score -1602145 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1602168.625000 Penalty: 900.284424
	Iteration 34Q: 3 clusters Score -1602169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1602197.625000 Penalty: 900.284424
	Iteration 35Q: 3 clusters Score -1602198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1602222.625000 Penalty: 900.284424
	Iteration 36Q: 3 clusters Score -1602223 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1602245.875000 Penalty: 900.284424
	Iteration 37Q: 3 clusters Score -1602246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1602264.375000 Penalty: 900.284424
	Iteration 38Q: 3 clusters Score -1602264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1602273.375000 Penalty: 900.284424
	Iteration 39Q: 3 clusters Score -1602273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1602286.250000 Penalty: 900.284424
	Iteration 40F: 3 clusters Score -1602286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1602295.875000 Penalty: 900.284424
	Iteration 41Q: 3 clusters Score -1602296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1602309.750000 Penalty: 900.284424
	Iteration 42Q: 3 clusters Score -1602310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1602329.250000 Penalty: 900.284424
	Iteration 43Q: 3 clusters Score -1602329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1602338.125000 Penalty: 900.284424
	Iteration 44Q: 3 clusters Score -1602338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1602353.875000 Penalty: 900.284424
	Iteration 45Q: 3 clusters Score -1602354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1602357.875000 Penalty: 900.284424
	Iteration 46Q: 3 clusters Score -1602358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1602372.500000 Penalty: 900.284424
	Iteration 47Q: 3 clusters Score -1602372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1602389.375000 Penalty: 900.284424
	Iteration 48Q: 3 clusters Score -1602389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1602394.625000 Penalty: 900.284424
	Iteration 49Q: 3 clusters Score -1602395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1602396.500000 Penalty: 900.284424
	Iteration 50Q: 3 clusters Score -1602396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1602400.750000 Penalty: 900.284424
	Iteration 51Q: 3 clusters Score -1602401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1602399.875000 Penalty: 900.284424
	Iteration 52Q: 3 clusters Score -1602400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1602399.625000 Penalty: 900.284424
	Iteration 53Q: 3 clusters Score -1602400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1602400.500000 Penalty: 900.284424
	Iteration 54Q: 3 clusters Score -1602400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1602401.500000 Penalty: 900.284424
	Iteration 55Q: 3 clusters Score -1602402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1602404.875000 Penalty: 900.284424
	Iteration 56Q: 3 clusters Score -1602405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1602407.375000 Penalty: 900.284424
	Iteration 57Q: 3 clusters Score -1602407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1602414.500000 Penalty: 900.284424
	Iteration 58Q: 3 clusters Score -1602414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1602415.375000 Penalty: 900.284424
	Iteration 59Q: 3 clusters Score -1602415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1602415.250000 Penalty: 900.284424
	Iteration 60F: 3 clusters Score -1602415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1602416.625000 Penalty: 900.284424
	Iteration 61Q: 3 clusters Score -1602417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1602417.500000 Penalty: 900.284424
	Iteration 62Q: 3 clusters Score -1602418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1602422.625000 Penalty: 900.284424
	Iteration 63Q: 3 clusters Score -1602423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1602422.500000 Penalty: 900.284424
	Iteration 64Q: 3 clusters Score -1602422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1602425.000000 Penalty: 900.284424
	Iteration 65Q: 3 clusters Score -1602425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1602424.750000 Penalty: 900.284424
	Iteration 66Q: 3 clusters Score -1602425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1602427.250000 Penalty: 900.284424
	Iteration 67Q: 3 clusters Score -1602427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1602425.000000 Penalty: 900.284424
	Iteration 68Q: 3 clusters Score -1602425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1602426.500000 Penalty: 900.284424
	Iteration 69Q: 3 clusters Score -1602426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1602425.375000 Penalty: 900.284424
	Iteration 70Q: 3 clusters Score -1602425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1602429.875000 Penalty: 900.284424
	Iteration 71Q: 3 clusters Score -1602430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1602432.625000 Penalty: 900.284424
	Iteration 72Q: 3 clusters Score -1602433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1602434.875000 Penalty: 900.284424
	Iteration 73Q: 3 clusters Score -1602435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1602433.500000 Penalty: 900.284424
	Iteration 74Q: 3 clusters Score -1602434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1602436.625000 Penalty: 900.284424
	Iteration 75Q: 3 clusters Score -1602437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1602440.125000 Penalty: 900.284424
	Iteration 76Q: 3 clusters Score -1602440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1602439.750000 Penalty: 900.284424
	Iteration 77Q: 3 clusters Score -1602440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1602443.625000 Penalty: 900.284424
	Iteration 78Q: 3 clusters Score -1602444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1602444.000000 Penalty: 900.284424
	Iteration 79Q: 3 clusters Score -1602444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1602447.750000 Penalty: 900.284424
	Iteration 80F: 3 clusters Score -1602448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1602447.625000 Penalty: 900.284424
	Iteration 81Q: 3 clusters Score -1602448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1602446.625000 Penalty: 900.284424
	Iteration 82Q: 3 clusters Score -1602447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1602450.250000 Penalty: 900.284424
	Iteration 83Q: 3 clusters Score -1602450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1602454.875000 Penalty: 900.284424
	Iteration 84Q: 3 clusters Score -1602455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1602454.500000 Penalty: 900.284424
	Iteration 85Q: 3 clusters Score -1602454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1602454.750000 Penalty: 900.284424
	Iteration 86Q: 3 clusters Score -1602455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1602458.000000 Penalty: 900.284424
	Iteration 87Q: 3 clusters Score -1602458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1602458.375000 Penalty: 900.284424
	Iteration 88Q: 3 clusters Score -1602458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1602458.375000 Penalty: 900.284424
	Iteration 89F: 3 clusters Score -1602458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Entering Unmasked Estep 
Score: -2979513.500000 Penalty: 478.864471
	Iteration 0F: 2 clusters Score -2979514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2956869.750000 Penalty: 957.728943
	Iteration 0F: 3 clusters Score -2956870 nChanged 17857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2967307.000000 Penalty: 957.728943
	Iteration 1F: 3 clusters Score -2967307 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2968235.750000 Penalty: 957.728943
	Iteration 2F: 3 clusters Score -2968236 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2970050.250000 Penalty: 957.728943
	Iteration 3F: 3 clusters Score -2970050 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -2972624.500000 Penalty: 957.728943
	Iteration 4F: 3 clusters Score -2972624 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -2975278.500000 Penalty: 957.728943
	Iteration 5F: 3 clusters Score -2975278 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -2977191.750000 Penalty: 957.728943
	Iteration 6F: 3 clusters Score -2977192 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -2978199.750000 Penalty: 957.728943
	Iteration 7Q: 3 clusters Score -2978200 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -2978765.500000 Penalty: 957.728943
	Iteration 8Q: 3 clusters Score -2978766 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -2979116.750000 Penalty: 957.728943
	Iteration 9Q: 3 clusters Score -2979117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -2979305.750000 Penalty: 957.728943
	Iteration 10Q: 3 clusters Score -2979306 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2979444.750000 Penalty: 957.728943
	Iteration 11Q: 3 clusters Score -2979445 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -2979527.500000 Penalty: 957.728943
	Iteration 12Q: 3 clusters Score -2979528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -2979588.250000 Penalty: 957.728943
	Iteration 13Q: 3 clusters Score -2979588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -2979612.250000 Penalty: 957.728943
	Iteration 14Q: 3 clusters Score -2979612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -2979617.750000 Penalty: 957.728943
	Iteration 15Q: 3 clusters Score -2979618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -2979643.750000 Penalty: 957.728943
	Iteration 16Q: 3 clusters Score -2979644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -2979653.000000 Penalty: 957.728943
	Iteration 17Q: 3 clusters Score -2979653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -2979644.500000 Penalty: 957.728943
	Iteration 18Q: 3 clusters Score -2979644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -2979644.250000 Penalty: 957.728943
	Iteration 19Q: 3 clusters Score -2979644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2979643.500000 Penalty: 957.728943
	Iteration 20F: 3 clusters Score -2979644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -2979646.750000 Penalty: 957.728943
	Iteration 21Q: 3 clusters Score -2979647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -2979638.750000 Penalty: 957.728943
	Iteration 22Q: 3 clusters Score -2979639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -2979626.500000 Penalty: 957.728943
	Iteration 23Q: 3 clusters Score -2979626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -2979625.750000 Penalty: 957.728943
	Iteration 24Q: 3 clusters Score -2979626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -2979620.000000 Penalty: 957.728943
	Iteration 25Q: 3 clusters Score -2979620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -2979614.250000 Penalty: 957.728943
	Iteration 26Q: 3 clusters Score -2979614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -2979610.750000 Penalty: 957.728943
	Iteration 27Q: 3 clusters Score -2979611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -2979606.250000 Penalty: 957.728943
	Iteration 28Q: 3 clusters Score -2979606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -2979606.500000 Penalty: 957.728943
	Iteration 29Q: 3 clusters Score -2979606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -2979604.250000 Penalty: 957.728943
	Iteration 30Q: 3 clusters Score -2979604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -2979607.000000 Penalty: 957.728943
	Iteration 31Q: 3 clusters Score -2979607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -2979607.000000 Penalty: 957.728943
	Iteration 32F: 3 clusters Score -2979607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 36600 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38707 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Entering Unmasked Estep 
Score: -42158000.000000 Penalty: 39125.867188
Splitting cluster 4 changes total score from -42158176.000000 to -42158000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -21432.640625 Penalty: 266.012970
	Iteration 0F: 2 clusters Score -21432.64 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 181 members 
Entering Unmasked Estep 
Score: -21036.251953 Penalty: 532.025940
	Iteration 0F: 3 clusters Score -21036.25 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21146.890625 Penalty: 532.025940
	Iteration 1F: 3 clusters Score -21146.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -21219.447266 Penalty: 532.025940
	Iteration 2F: 3 clusters Score -21219.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21277.716797 Penalty: 532.025940
	Iteration 3F: 3 clusters Score -21277.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21318.556641 Penalty: 532.025940
	Iteration 4F: 3 clusters Score -21318.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21342.160156 Penalty: 532.025940
	Iteration 5F: 3 clusters Score -21342.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21365.511719 Penalty: 532.025940
	Iteration 6Q: 3 clusters Score -21365.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21375.521484 Penalty: 532.025940
	Iteration 7Q: 3 clusters Score -21375.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -21382.455078 Penalty: 532.025940
	Iteration 8Q: 3 clusters Score -21382.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21391.767578 Penalty: 532.025940
	Iteration 9Q: 3 clusters Score -21391.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21403.621094 Penalty: 532.025940
	Iteration 10Q: 3 clusters Score -21403.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21413.875000 Penalty: 532.025940
	Iteration 11Q: 3 clusters Score -21413.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21415.435547 Penalty: 532.025940
	Iteration 12Q: 3 clusters Score -21415.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21417.394531 Penalty: 532.025940
	Iteration 13Q: 3 clusters Score -21417.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21417.394531 Penalty: 532.025940
	Iteration 14F: 3 clusters Score -21417.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Entering Unmasked Estep 
Score: -1926365.375000 Penalty: 458.414429
	Iteration 0F: 2 clusters Score -1926365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1911430.625000 Penalty: 916.828857
	Iteration 0F: 3 clusters Score -1911431 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1917981.625000 Penalty: 916.828857
	Iteration 1F: 3 clusters Score -1917982 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1918360.875000 Penalty: 916.828857
	Iteration 2Q: 3 clusters Score -1918361 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1918881.375000 Penalty: 916.828857
	Iteration 3Q: 3 clusters Score -1918881 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1919667.500000 Penalty: 916.828857
	Iteration 4F: 3 clusters Score -1919668 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1920822.500000 Penalty: 916.828857
	Iteration 5F: 3 clusters Score -1920822 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1922396.875000 Penalty: 916.828857
	Iteration 6F: 3 clusters Score -1922397 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1923802.125000 Penalty: 916.828857
	Iteration 7F: 3 clusters Score -1923802 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1924586.750000 Penalty: 916.828857
	Iteration 8F: 3 clusters Score -1924587 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1925063.750000 Penalty: 916.828857
	Iteration 9Q: 3 clusters Score -1925064 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -1925413.625000 Penalty: 916.828857
	Iteration 10Q: 3 clusters Score -1925414 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1925710.500000 Penalty: 916.828857
	Iteration 11Q: 3 clusters Score -1925710 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -1925974.375000 Penalty: 916.828857
	Iteration 12Q: 3 clusters Score -1925974 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1926224.500000 Penalty: 916.828857
	Iteration 13Q: 3 clusters Score -1926224 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1926428.750000 Penalty: 916.828857
	Iteration 14Q: 3 clusters Score -1926429 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -1926576.750000 Penalty: 916.828857
	Iteration 15Q: 3 clusters Score -1926577 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1926674.625000 Penalty: 916.828857
	Iteration 16Q: 3 clusters Score -1926675 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -1926758.125000 Penalty: 916.828857
	Iteration 17Q: 3 clusters Score -1926758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -1926812.750000 Penalty: 916.828857
	Iteration 18Q: 3 clusters Score -1926813 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1926817.875000 Penalty: 916.828857
	Iteration 19Q: 3 clusters Score -1926818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -1926831.500000 Penalty: 916.828857
	Iteration 20F: 3 clusters Score -1926832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1926820.625000 Penalty: 916.828857
	Iteration 21Q: 3 clusters Score -1926821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -1926803.625000 Penalty: 916.828857
	Iteration 22Q: 3 clusters Score -1926804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -1926763.625000 Penalty: 916.828857
	Iteration 23Q: 3 clusters Score -1926764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -1926763.125000 Penalty: 916.828857
	Iteration 24Q: 3 clusters Score -1926763 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1926733.875000 Penalty: 916.828857
	Iteration 25Q: 3 clusters Score -1926734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -1926706.750000 Penalty: 916.828857
	Iteration 26Q: 3 clusters Score -1926707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1926669.125000 Penalty: 916.828857
	Iteration 27Q: 3 clusters Score -1926669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1926633.875000 Penalty: 916.828857
	Iteration 28Q: 3 clusters Score -1926634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -1926609.375000 Penalty: 916.828857
	Iteration 29Q: 3 clusters Score -1926609 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -1926597.500000 Penalty: 916.828857
	Iteration 30Q: 3 clusters Score -1926598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1926594.625000 Penalty: 916.828857
	Iteration 31Q: 3 clusters Score -1926595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -1926579.625000 Penalty: 916.828857
	Iteration 32Q: 3 clusters Score -1926580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -1926570.875000 Penalty: 916.828857
	Iteration 33Q: 3 clusters Score -1926571 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -1926559.000000 Penalty: 916.828857
	Iteration 34Q: 3 clusters Score -1926559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -1926547.500000 Penalty: 916.828857
	Iteration 35Q: 3 clusters Score -1926548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -1926525.375000 Penalty: 916.828857
	Iteration 36Q: 3 clusters Score -1926525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -1926507.500000 Penalty: 916.828857
	Iteration 37Q: 3 clusters Score -1926508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1926493.875000 Penalty: 916.828857
	Iteration 38Q: 3 clusters Score -1926494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -1926472.375000 Penalty: 916.828857
	Iteration 39Q: 3 clusters Score -1926472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -1926456.000000 Penalty: 916.828857
	Iteration 40F: 3 clusters Score -1926456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -1926448.875000 Penalty: 916.828857
	Iteration 41Q: 3 clusters Score -1926449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -1926444.500000 Penalty: 916.828857
	Iteration 42Q: 3 clusters Score -1926444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -1926429.375000 Penalty: 916.828857
	Iteration 43Q: 3 clusters Score -1926429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1926421.375000 Penalty: 916.828857
	Iteration 44Q: 3 clusters Score -1926421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -1926411.375000 Penalty: 916.828857
	Iteration 45Q: 3 clusters Score -1926411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -1926406.250000 Penalty: 916.828857
	Iteration 46Q: 3 clusters Score -1926406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -1926401.500000 Penalty: 916.828857
	Iteration 47Q: 3 clusters Score -1926402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -1926403.625000 Penalty: 916.828857
	Iteration 48Q: 3 clusters Score -1926404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -1926407.000000 Penalty: 916.828857
	Iteration 49Q: 3 clusters Score -1926407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -1926399.375000 Penalty: 916.828857
	Iteration 50Q: 3 clusters Score -1926399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -1926396.750000 Penalty: 916.828857
	Iteration 51Q: 3 clusters Score -1926397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -1926393.375000 Penalty: 916.828857
	Iteration 52Q: 3 clusters Score -1926393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -1926394.125000 Penalty: 916.828857
	Iteration 53Q: 3 clusters Score -1926394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -1926395.500000 Penalty: 916.828857
	Iteration 54Q: 3 clusters Score -1926396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -1926392.375000 Penalty: 916.828857
	Iteration 55Q: 3 clusters Score -1926392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -1926391.625000 Penalty: 916.828857
	Iteration 56Q: 3 clusters Score -1926392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -1926390.625000 Penalty: 916.828857
	Iteration 57Q: 3 clusters Score -1926391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1926389.500000 Penalty: 916.828857
	Iteration 58Q: 3 clusters Score -1926390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -1926389.500000 Penalty: 916.828857
	Iteration 59F: 3 clusters Score -1926390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 23362 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38707 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Entering Unmasked Estep 
Score: -42157876.000000 Penalty: 39125.867188
Splitting cluster 6 changes total score from -42158176.000000 to -42157876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -26880.351562 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -26880.35 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: -26455.404297 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -26455.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26638.818359 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -26638.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26710.148438 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -26710.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -26745.189453 Penalty: 559.704834
	Iteration 3F: 3 clusters Score -26745.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26764.207031 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -26764.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26775.027344 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -26775.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26793.453125 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -26793.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26803.091797 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -26803.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26806.716797 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -26806.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26813.531250 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -26813.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26820.777344 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -26820.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26830.097656 Penalty: 559.704834
	Iteration 11Q: 3 clusters Score -26830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26834.964844 Penalty: 559.704834
	Iteration 12Q: 3 clusters Score -26834.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26838.119141 Penalty: 559.704834
	Iteration 13Q: 3 clusters Score -26838.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26841.136719 Penalty: 559.704834
	Iteration 14Q: 3 clusters Score -26841.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26843.566406 Penalty: 559.704834
	Iteration 15Q: 3 clusters Score -26843.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26847.371094 Penalty: 559.704834
	Iteration 16Q: 3 clusters Score -26847.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26849.912109 Penalty: 559.704834
	Iteration 17Q: 3 clusters Score -26849.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26852.283203 Penalty: 559.704834
	Iteration 18Q: 3 clusters Score -26852.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26852.283203 Penalty: 559.704834
	Iteration 19F: 3 clusters Score -26852.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -90368.570312 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -90368.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89406.875000 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -89406.88 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89740.726562 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -89740.73 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89812.828125 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -89812.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89866.703125 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -89866.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89906.296875 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -89906.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89932.070312 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -89932.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89946.437500 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -89946.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89962.109375 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -89962.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89975.968750 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -89975.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -89989.695312 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -89989.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90004.984375 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -90004.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90020.687500 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -90020.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -90033.328125 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -90033.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90045.398438 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -90045.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -90052.375000 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -90052.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90058.851562 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -90058.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90062.617188 Penalty: 648.838928
	Iteration 16Q: 3 clusters Score -90062.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90065.507812 Penalty: 648.838928
	Iteration 17Q: 3 clusters Score -90065.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90067.375000 Penalty: 648.838928
	Iteration 18Q: 3 clusters Score -90067.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90069.976562 Penalty: 648.838928
	Iteration 19Q: 3 clusters Score -90069.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90073.242188 Penalty: 648.838928
	Iteration 20F: 3 clusters Score -90073.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90079.250000 Penalty: 648.838928
	Iteration 21Q: 3 clusters Score -90079.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90082.156250 Penalty: 648.838928
	Iteration 22Q: 3 clusters Score -90082.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90082.609375 Penalty: 648.838928
	Iteration 23Q: 3 clusters Score -90082.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90082.609375 Penalty: 648.838928
	Iteration 24F: 3 clusters Score -90082.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -486313.593750 Penalty: 397.524872
	Iteration 0F: 2 clusters Score -486313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -482215.562500 Penalty: 795.049744
	Iteration 0F: 3 clusters Score -482215.6 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -483770.062500 Penalty: 795.049744
	Iteration 1F: 3 clusters Score -483770.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -483896.625000 Penalty: 795.049744
	Iteration 2F: 3 clusters Score -483896.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -484033.312500 Penalty: 795.049744
	Iteration 3Q: 3 clusters Score -484033.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -484230.250000 Penalty: 795.049744
	Iteration 4F: 3 clusters Score -484230.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -484493.312500 Penalty: 795.049744
	Iteration 5F: 3 clusters Score -484493.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -484786.281250 Penalty: 795.049744
	Iteration 6F: 3 clusters Score -484786.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -485020.625000 Penalty: 795.049744
	Iteration 7F: 3 clusters Score -485020.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -485141.781250 Penalty: 795.049744
	Iteration 8Q: 3 clusters Score -485141.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -485200.656250 Penalty: 795.049744
	Iteration 9Q: 3 clusters Score -485200.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -485244.843750 Penalty: 795.049744
	Iteration 10Q: 3 clusters Score -485244.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -485288.500000 Penalty: 795.049744
	Iteration 11Q: 3 clusters Score -485288.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -485335.000000 Penalty: 795.049744
	Iteration 12Q: 3 clusters Score -485335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -485382.343750 Penalty: 795.049744
	Iteration 13Q: 3 clusters Score -485382.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -485428.531250 Penalty: 795.049744
	Iteration 14Q: 3 clusters Score -485428.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -485471.437500 Penalty: 795.049744
	Iteration 15Q: 3 clusters Score -485471.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -485497.875000 Penalty: 795.049744
	Iteration 16Q: 3 clusters Score -485497.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -485522.843750 Penalty: 795.049744
	Iteration 17Q: 3 clusters Score -485522.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -485552.437500 Penalty: 795.049744
	Iteration 18Q: 3 clusters Score -485552.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -485579.562500 Penalty: 795.049744
	Iteration 19Q: 3 clusters Score -485579.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -485604.281250 Penalty: 795.049744
	Iteration 20F: 3 clusters Score -485604.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -485623.125000 Penalty: 795.049744
	Iteration 21Q: 3 clusters Score -485623.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -485638.093750 Penalty: 795.049744
	Iteration 22Q: 3 clusters Score -485638.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -485647.593750 Penalty: 795.049744
	Iteration 23Q: 3 clusters Score -485647.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -485655.000000 Penalty: 795.049744
	Iteration 24Q: 3 clusters Score -485655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -485662.156250 Penalty: 795.049744
	Iteration 25Q: 3 clusters Score -485662.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -485669.531250 Penalty: 795.049744
	Iteration 26Q: 3 clusters Score -485669.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -485675.812500 Penalty: 795.049744
	Iteration 27Q: 3 clusters Score -485675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -485679.375000 Penalty: 795.049744
	Iteration 28Q: 3 clusters Score -485679.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -485683.281250 Penalty: 795.049744
	Iteration 29Q: 3 clusters Score -485683.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -485688.281250 Penalty: 795.049744
	Iteration 30Q: 3 clusters Score -485688.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -485690.875000 Penalty: 795.049744
	Iteration 31Q: 3 clusters Score -485690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -485693.375000 Penalty: 795.049744
	Iteration 32Q: 3 clusters Score -485693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -485695.468750 Penalty: 795.049744
	Iteration 33Q: 3 clusters Score -485695.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -485697.343750 Penalty: 795.049744
	Iteration 34Q: 3 clusters Score -485697.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -485699.093750 Penalty: 795.049744
	Iteration 35Q: 3 clusters Score -485699.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -485700.468750 Penalty: 795.049744
	Iteration 36Q: 3 clusters Score -485700.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -485704.875000 Penalty: 795.049744
	Iteration 37Q: 3 clusters Score -485704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -485707.406250 Penalty: 795.049744
	Iteration 38Q: 3 clusters Score -485707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -485710.000000 Penalty: 795.049744
	Iteration 39Q: 3 clusters Score -485710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -485714.531250 Penalty: 795.049744
	Iteration 40F: 3 clusters Score -485714.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -485717.375000 Penalty: 795.049744
	Iteration 41Q: 3 clusters Score -485717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -485721.843750 Penalty: 795.049744
	Iteration 42Q: 3 clusters Score -485721.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485726.187500 Penalty: 795.049744
	Iteration 43Q: 3 clusters Score -485726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -485730.250000 Penalty: 795.049744
	Iteration 44Q: 3 clusters Score -485730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -485732.937500 Penalty: 795.049744
	Iteration 45Q: 3 clusters Score -485732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -485736.125000 Penalty: 795.049744
	Iteration 46Q: 3 clusters Score -485736.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -485743.562500 Penalty: 795.049744
	Iteration 47Q: 3 clusters Score -485743.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -485751.875000 Penalty: 795.049744
	Iteration 48Q: 3 clusters Score -485751.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -485762.406250 Penalty: 795.049744
	Iteration 49Q: 3 clusters Score -485762.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -485782.156250 Penalty: 795.049744
	Iteration 50Q: 3 clusters Score -485782.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -485800.781250 Penalty: 795.049744
	Iteration 51Q: 3 clusters Score -485800.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -485822.000000 Penalty: 795.049744
	Iteration 52Q: 3 clusters Score -485822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -485843.343750 Penalty: 795.049744
	Iteration 53Q: 3 clusters Score -485843.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -485864.906250 Penalty: 795.049744
	Iteration 54Q: 3 clusters Score -485864.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -485885.281250 Penalty: 795.049744
	Iteration 55Q: 3 clusters Score -485885.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -485899.937500 Penalty: 795.049744
	Iteration 56Q: 3 clusters Score -485899.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -485913.812500 Penalty: 795.049744
	Iteration 57Q: 3 clusters Score -485913.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -485928.062500 Penalty: 795.049744
	Iteration 58Q: 3 clusters Score -485928.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -485938.312500 Penalty: 795.049744
	Iteration 59Q: 3 clusters Score -485938.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -485946.343750 Penalty: 795.049744
	Iteration 60F: 3 clusters Score -485946.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -485949.093750 Penalty: 795.049744
	Iteration 61Q: 3 clusters Score -485949.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -485955.468750 Penalty: 795.049744
	Iteration 62Q: 3 clusters Score -485955.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -485958.968750 Penalty: 795.049744
	Iteration 63Q: 3 clusters Score -485959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -485960.687500 Penalty: 795.049744
	Iteration 64Q: 3 clusters Score -485960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -485965.218750 Penalty: 795.049744
	Iteration 65Q: 3 clusters Score -485965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -485969.093750 Penalty: 795.049744
	Iteration 66Q: 3 clusters Score -485969.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -485977.187500 Penalty: 795.049744
	Iteration 67Q: 3 clusters Score -485977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -485982.437500 Penalty: 795.049744
	Iteration 68Q: 3 clusters Score -485982.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -485985.468750 Penalty: 795.049744
	Iteration 69Q: 3 clusters Score -485985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -485988.750000 Penalty: 795.049744
	Iteration 70Q: 3 clusters Score -485988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -485989.750000 Penalty: 795.049744
	Iteration 71Q: 3 clusters Score -485989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -485990.562500 Penalty: 795.049744
	Iteration 72Q: 3 clusters Score -485990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -485994.687500 Penalty: 795.049744
	Iteration 73Q: 3 clusters Score -485994.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -485995.781250 Penalty: 795.049744
	Iteration 74Q: 3 clusters Score -485995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -485998.187500 Penalty: 795.049744
	Iteration 75Q: 3 clusters Score -485998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -485999.781250 Penalty: 795.049744
	Iteration 76Q: 3 clusters Score -485999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -485999.937500 Penalty: 795.049744
	Iteration 77Q: 3 clusters Score -485999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -486001.437500 Penalty: 795.049744
	Iteration 78Q: 3 clusters Score -486001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -486003.093750 Penalty: 795.049744
	Iteration 79Q: 3 clusters Score -486003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -486002.375000 Penalty: 795.049744
	Iteration 80F: 3 clusters Score -486002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -486002.656250 Penalty: 795.049744
	Iteration 81Q: 3 clusters Score -486002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -486003.593750 Penalty: 795.049744
	Iteration 82Q: 3 clusters Score -486003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -486004.000000 Penalty: 795.049744
	Iteration 83Q: 3 clusters Score -486004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -486004.000000 Penalty: 795.049744
	Iteration 84F: 3 clusters Score -486004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Entering Unmasked Estep 
Score: -250702.609375 Penalty: 369.513855
	Iteration 0F: 2 clusters Score -250702.6 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 1654 members 
Entering Unmasked Estep 
Score: -248377.562500 Penalty: 739.027710
	Iteration 0F: 3 clusters Score -248377.6 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -249195.015625 Penalty: 739.027710
	Iteration 1F: 3 clusters Score -249195 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -249273.078125 Penalty: 739.027710
	Iteration 2F: 3 clusters Score -249273.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -249345.453125 Penalty: 739.027710
	Iteration 3F: 3 clusters Score -249345.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -249416.125000 Penalty: 739.027710
	Iteration 4F: 3 clusters Score -249416.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249492.265625 Penalty: 739.027710
	Iteration 5Q: 3 clusters Score -249492.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -249595.281250 Penalty: 739.027710
	Iteration 6F: 3 clusters Score -249595.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -249736.031250 Penalty: 739.027710
	Iteration 7F: 3 clusters Score -249736 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -249905.406250 Penalty: 739.027710
	Iteration 8F: 3 clusters Score -249905.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -250072.687500 Penalty: 739.027710
	Iteration 9F: 3 clusters Score -250072.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -250240.843750 Penalty: 739.027710
	Iteration 10Q: 3 clusters Score -250240.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -250364.578125 Penalty: 739.027710
	Iteration 11Q: 3 clusters Score -250364.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -250417.000000 Penalty: 739.027710
	Iteration 12Q: 3 clusters Score -250417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -250445.343750 Penalty: 739.027710
	Iteration 13Q: 3 clusters Score -250445.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -250468.000000 Penalty: 739.027710
	Iteration 14Q: 3 clusters Score -250468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -250479.046875 Penalty: 739.027710
	Iteration 15Q: 3 clusters Score -250479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -250486.890625 Penalty: 739.027710
	Iteration 16Q: 3 clusters Score -250486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -250491.375000 Penalty: 739.027710
	Iteration 17Q: 3 clusters Score -250491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -250492.593750 Penalty: 739.027710
	Iteration 18Q: 3 clusters Score -250492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -250494.562500 Penalty: 739.027710
	Iteration 19Q: 3 clusters Score -250494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -250495.515625 Penalty: 739.027710
	Iteration 20F: 3 clusters Score -250495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -250495.984375 Penalty: 739.027710
	Iteration 21Q: 3 clusters Score -250496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -250495.984375 Penalty: 739.027710
	Iteration 22F: 3 clusters Score -250496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 134 members 
Entering Unmasked Estep 
Score: -16062.692383 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16062.69 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16132.984375 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16132.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16147.105469 Penalty: 499.116516
	Iteration 2Q: 3 clusters Score -16147.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16152.281250 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16152.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16157.128906 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16157.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16158.801758 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16159.827148 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16159.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16159.827148 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -16159.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -235962.765625 Penalty: 367.523834
	Iteration 0F: 2 clusters Score -235962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -233721.843750 Penalty: 735.047668
	Iteration 0F: 3 clusters Score -233721.8 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -234617.015625 Penalty: 735.047668
	Iteration 1F: 3 clusters Score -234617 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234806.031250 Penalty: 735.047668
	Iteration 2F: 3 clusters Score -234806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -234976.750000 Penalty: 735.047668
	Iteration 3F: 3 clusters Score -234976.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -235129.875000 Penalty: 735.047668
	Iteration 4F: 3 clusters Score -235129.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -235273.875000 Penalty: 735.047668
	Iteration 5Q: 3 clusters Score -235273.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -235399.937500 Penalty: 735.047668
	Iteration 6Q: 3 clusters Score -235399.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -235473.953125 Penalty: 735.047668
	Iteration 7Q: 3 clusters Score -235474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -235517.265625 Penalty: 735.047668
	Iteration 8Q: 3 clusters Score -235517.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -235547.031250 Penalty: 735.047668
	Iteration 9Q: 3 clusters Score -235547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -235565.078125 Penalty: 735.047668
	Iteration 10Q: 3 clusters Score -235565.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -235582.109375 Penalty: 735.047668
	Iteration 11Q: 3 clusters Score -235582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -235593.500000 Penalty: 735.047668
	Iteration 12Q: 3 clusters Score -235593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -235599.828125 Penalty: 735.047668
	Iteration 13Q: 3 clusters Score -235599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -235602.984375 Penalty: 735.047668
	Iteration 14Q: 3 clusters Score -235603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -235603.609375 Penalty: 735.047668
	Iteration 15Q: 3 clusters Score -235603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -235603.609375 Penalty: 735.047668
	Iteration 16F: 3 clusters Score -235603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -467429.937500 Penalty: 395.880981
	Iteration 0F: 2 clusters Score -467429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -463371.281250 Penalty: 791.761963
	Iteration 0F: 3 clusters Score -463371.3 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -465033.218750 Penalty: 791.761963
	Iteration 1F: 3 clusters Score -465033.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -465256.468750 Penalty: 791.761963
	Iteration 2F: 3 clusters Score -465256.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -465481.156250 Penalty: 791.761963
	Iteration 3F: 3 clusters Score -465481.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -465729.312500 Penalty: 791.761963
	Iteration 4F: 3 clusters Score -465729.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -465966.031250 Penalty: 791.761963
	Iteration 5F: 3 clusters Score -465966 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -466182.968750 Penalty: 791.761963
	Iteration 6Q: 3 clusters Score -466183 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -466341.406250 Penalty: 791.761963
	Iteration 7Q: 3 clusters Score -466341.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -466432.218750 Penalty: 791.761963
	Iteration 8Q: 3 clusters Score -466432.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -466493.031250 Penalty: 791.761963
	Iteration 9Q: 3 clusters Score -466493 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -466549.531250 Penalty: 791.761963
	Iteration 10Q: 3 clusters Score -466549.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -466605.843750 Penalty: 791.761963
	Iteration 11Q: 3 clusters Score -466605.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -466661.562500 Penalty: 791.761963
	Iteration 12Q: 3 clusters Score -466661.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -466721.250000 Penalty: 791.761963
	Iteration 13Q: 3 clusters Score -466721.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -466791.812500 Penalty: 791.761963
	Iteration 14Q: 3 clusters Score -466791.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -466855.781250 Penalty: 791.761963
	Iteration 15Q: 3 clusters Score -466855.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -466915.562500 Penalty: 791.761963
	Iteration 16Q: 3 clusters Score -466915.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -466968.937500 Penalty: 791.761963
	Iteration 17Q: 3 clusters Score -466968.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -467002.437500 Penalty: 791.761963
	Iteration 18Q: 3 clusters Score -467002.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -467021.500000 Penalty: 791.761963
	Iteration 19Q: 3 clusters Score -467021.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -467030.375000 Penalty: 791.761963
	Iteration 20F: 3 clusters Score -467030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -467040.000000 Penalty: 791.761963
	Iteration 21Q: 3 clusters Score -467040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -467048.937500 Penalty: 791.761963
	Iteration 22Q: 3 clusters Score -467048.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -467059.156250 Penalty: 791.761963
	Iteration 23Q: 3 clusters Score -467059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -467065.062500 Penalty: 791.761963
	Iteration 24Q: 3 clusters Score -467065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -467069.125000 Penalty: 791.761963
	Iteration 25Q: 3 clusters Score -467069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -467076.812500 Penalty: 791.761963
	Iteration 26Q: 3 clusters Score -467076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -467084.718750 Penalty: 791.761963
	Iteration 27Q: 3 clusters Score -467084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -467090.812500 Penalty: 791.761963
	Iteration 28Q: 3 clusters Score -467090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -467096.000000 Penalty: 791.761963
	Iteration 29Q: 3 clusters Score -467096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -467097.000000 Penalty: 791.761963
	Iteration 30Q: 3 clusters Score -467097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -467102.562500 Penalty: 791.761963
	Iteration 31Q: 3 clusters Score -467102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -467104.312500 Penalty: 791.761963
	Iteration 32Q: 3 clusters Score -467104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -467109.687500 Penalty: 791.761963
	Iteration 33Q: 3 clusters Score -467109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -467112.656250 Penalty: 791.761963
	Iteration 34Q: 3 clusters Score -467112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -467116.562500 Penalty: 791.761963
	Iteration 35Q: 3 clusters Score -467116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -467122.187500 Penalty: 791.761963
	Iteration 36Q: 3 clusters Score -467122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -467123.156250 Penalty: 791.761963
	Iteration 37Q: 3 clusters Score -467123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -467125.343750 Penalty: 791.761963
	Iteration 38Q: 3 clusters Score -467125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -467127.062500 Penalty: 791.761963
	Iteration 39Q: 3 clusters Score -467127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -467127.062500 Penalty: 791.761963
	Iteration 40F: 3 clusters Score -467127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -648154.875000 Penalty: 408.304810
	Iteration 0F: 2 clusters Score -648154.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -642868.312500 Penalty: 816.609619
	Iteration 0F: 3 clusters Score -642868.3 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -644915.687500 Penalty: 816.609619
	Iteration 1F: 3 clusters Score -644915.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -645046.062500 Penalty: 816.609619
	Iteration 2Q: 3 clusters Score -645046.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -645244.187500 Penalty: 816.609619
	Iteration 3F: 3 clusters Score -645244.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -645551.312500 Penalty: 816.609619
	Iteration 4F: 3 clusters Score -645551.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -646013.625000 Penalty: 816.609619
	Iteration 5F: 3 clusters Score -646013.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -646668.687500 Penalty: 816.609619
	Iteration 6F: 3 clusters Score -646668.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -647241.750000 Penalty: 816.609619
	Iteration 7F: 3 clusters Score -647241.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -647552.937500 Penalty: 816.609619
	Iteration 8Q: 3 clusters Score -647552.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -647688.812500 Penalty: 816.609619
	Iteration 9Q: 3 clusters Score -647688.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -647740.750000 Penalty: 816.609619
	Iteration 10Q: 3 clusters Score -647740.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -647767.187500 Penalty: 816.609619
	Iteration 11Q: 3 clusters Score -647767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -647791.187500 Penalty: 816.609619
	Iteration 12Q: 3 clusters Score -647791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -647809.187500 Penalty: 816.609619
	Iteration 13Q: 3 clusters Score -647809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -647815.312500 Penalty: 816.609619
	Iteration 14Q: 3 clusters Score -647815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -647817.937500 Penalty: 816.609619
	Iteration 15Q: 3 clusters Score -647817.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -647817.937500 Penalty: 816.609619
	Iteration 16F: 3 clusters Score -647817.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -201748.953125 Penalty: 357.409637
	Iteration 0F: 2 clusters Score -201749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -199935.781250 Penalty: 714.819275
	Iteration 0F: 3 clusters Score -199935.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -200565.109375 Penalty: 714.819275
	Iteration 1F: 3 clusters Score -200565.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -200730.500000 Penalty: 714.819275
	Iteration 2F: 3 clusters Score -200730.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -200898.015625 Penalty: 714.819275
	Iteration 3F: 3 clusters Score -200898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -201026.500000 Penalty: 714.819275
	Iteration 4F: 3 clusters Score -201026.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -201137.187500 Penalty: 714.819275
	Iteration 5F: 3 clusters Score -201137.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -201231.593750 Penalty: 714.819275
	Iteration 6Q: 3 clusters Score -201231.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -201311.750000 Penalty: 714.819275
	Iteration 7Q: 3 clusters Score -201311.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -201358.625000 Penalty: 714.819275
	Iteration 8Q: 3 clusters Score -201358.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -201383.484375 Penalty: 714.819275
	Iteration 9Q: 3 clusters Score -201383.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -201396.171875 Penalty: 714.819275
	Iteration 10Q: 3 clusters Score -201396.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -201408.640625 Penalty: 714.819275
	Iteration 11Q: 3 clusters Score -201408.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -201416.984375 Penalty: 714.819275
	Iteration 12Q: 3 clusters Score -201417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -201426.437500 Penalty: 714.819275
	Iteration 13Q: 3 clusters Score -201426.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -201434.875000 Penalty: 714.819275
	Iteration 14Q: 3 clusters Score -201434.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -201439.390625 Penalty: 714.819275
	Iteration 15Q: 3 clusters Score -201439.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -201445.921875 Penalty: 714.819275
	Iteration 16Q: 3 clusters Score -201445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -201456.625000 Penalty: 714.819275
	Iteration 17Q: 3 clusters Score -201456.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -201463.843750 Penalty: 714.819275
	Iteration 18Q: 3 clusters Score -201463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -201469.312500 Penalty: 714.819275
	Iteration 19Q: 3 clusters Score -201469.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -201476.296875 Penalty: 714.819275
	Iteration 20F: 3 clusters Score -201476.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -201481.468750 Penalty: 714.819275
	Iteration 21Q: 3 clusters Score -201481.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -201483.953125 Penalty: 714.819275
	Iteration 22Q: 3 clusters Score -201484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -201485.921875 Penalty: 714.819275
	Iteration 23Q: 3 clusters Score -201485.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -201488.171875 Penalty: 714.819275
	Iteration 24Q: 3 clusters Score -201488.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -201491.531250 Penalty: 714.819275
	Iteration 25Q: 3 clusters Score -201491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -201494.625000 Penalty: 714.819275
	Iteration 26Q: 3 clusters Score -201494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -201495.937500 Penalty: 714.819275
	Iteration 27Q: 3 clusters Score -201495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -201496.406250 Penalty: 714.819275
	Iteration 28Q: 3 clusters Score -201496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -201497.125000 Penalty: 714.819275
	Iteration 29Q: 3 clusters Score -201497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -201497.328125 Penalty: 714.819275
	Iteration 30Q: 3 clusters Score -201497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -201497.500000 Penalty: 714.819275
	Iteration 31Q: 3 clusters Score -201497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -201497.500000 Penalty: 714.819275
	Iteration 32F: 3 clusters Score -201497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -14485.214844 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -14485.21 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 183 members 
Entering Unmasked Estep 
Score: -14084.357422 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -14084.36 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -14265.500000 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -14265.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14354.411133 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -14354.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14412.793945 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -14412.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14438.635742 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -14438.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14450.054688 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -14450.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14455.289062 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -14455.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14459.507812 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -14459.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14461.519531 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -14461.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14471.110352 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -14471.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14478.397461 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -14478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14486.561523 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -14486.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14490.216797 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -14490.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14498.781250 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -14498.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14503.747070 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -14503.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14503.747070 Penalty: 538.374390
	Iteration 15F: 3 clusters Score -14503.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 129 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 242 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 38707 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Entering Unmasked Estep 
Score: -42157640.000000 Penalty: 39125.867188
Splitting cluster 17 changes total score from -42158176.000000 to -42157640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (40301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Entering Unmasked Estep 
Score: -3116684.000000 Penalty: 482.488007
	Iteration 0F: 2 clusters Score -3116684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3089658.750000 Penalty: 964.976013
	Iteration 0F: 3 clusters Score -3089659 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3102001.250000 Penalty: 964.976013
	Iteration 1F: 3 clusters Score -3102001 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3103528.250000 Penalty: 964.976013
	Iteration 2F: 3 clusters Score -3103528 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3105728.500000 Penalty: 964.976013
	Iteration 3F: 3 clusters Score -3105728 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3108100.750000 Penalty: 964.976013
	Iteration 4F: 3 clusters Score -3108101 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3109596.250000 Penalty: 964.976013
	Iteration 5F: 3 clusters Score -3109596 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3110215.250000 Penalty: 964.976013
	Iteration 6Q: 3 clusters Score -3110215 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3110495.250000 Penalty: 964.976013
	Iteration 7Q: 3 clusters Score -3110495 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3110772.250000 Penalty: 964.976013
	Iteration 8Q: 3 clusters Score -3110772 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3111044.000000 Penalty: 964.976013
	Iteration 9Q: 3 clusters Score -3111044 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3111351.250000 Penalty: 964.976013
	Iteration 10Q: 3 clusters Score -3111351 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3111678.500000 Penalty: 964.976013
	Iteration 11Q: 3 clusters Score -3111678 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3111997.250000 Penalty: 964.976013
	Iteration 12Q: 3 clusters Score -3111997 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3112391.750000 Penalty: 964.976013
	Iteration 13Q: 3 clusters Score -3112392 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3112839.250000 Penalty: 964.976013
	Iteration 14Q: 3 clusters Score -3112839 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3113316.250000 Penalty: 964.976013
	Iteration 15Q: 3 clusters Score -3113316 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3113806.750000 Penalty: 964.976013
	Iteration 16Q: 3 clusters Score -3113807 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3114256.000000 Penalty: 964.976013
	Iteration 17Q: 3 clusters Score -3114256 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3114697.750000 Penalty: 964.976013
	Iteration 18Q: 3 clusters Score -3114698 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3115168.500000 Penalty: 964.976013
	Iteration 19Q: 3 clusters Score -3115168 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3115554.250000 Penalty: 964.976013
	Iteration 20F: 3 clusters Score -3115554 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3115808.250000 Penalty: 964.976013
	Iteration 21Q: 3 clusters Score -3115808 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3115952.250000 Penalty: 964.976013
	Iteration 22Q: 3 clusters Score -3115952 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3116052.750000 Penalty: 964.976013
	Iteration 23Q: 3 clusters Score -3116053 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3116110.250000 Penalty: 964.976013
	Iteration 24Q: 3 clusters Score -3116110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3116154.500000 Penalty: 964.976013
	Iteration 25Q: 3 clusters Score -3116154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3116210.750000 Penalty: 964.976013
	Iteration 26Q: 3 clusters Score -3116211 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3116234.000000 Penalty: 964.976013
	Iteration 27Q: 3 clusters Score -3116234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3116258.750000 Penalty: 964.976013
	Iteration 28Q: 3 clusters Score -3116259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3116281.750000 Penalty: 964.976013
	Iteration 29Q: 3 clusters Score -3116282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3116295.250000 Penalty: 964.976013
	Iteration 30Q: 3 clusters Score -3116295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3116311.500000 Penalty: 964.976013
	Iteration 31Q: 3 clusters Score -3116312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3116322.750000 Penalty: 964.976013
	Iteration 32Q: 3 clusters Score -3116323 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3116330.750000 Penalty: 964.976013
	Iteration 33Q: 3 clusters Score -3116331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3116336.250000 Penalty: 964.976013
	Iteration 34Q: 3 clusters Score -3116336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3116341.000000 Penalty: 964.976013
	Iteration 35Q: 3 clusters Score -3116341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3116343.500000 Penalty: 964.976013
	Iteration 36Q: 3 clusters Score -3116344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3116347.000000 Penalty: 964.976013
	Iteration 37Q: 3 clusters Score -3116347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3116348.750000 Penalty: 964.976013
	Iteration 38Q: 3 clusters Score -3116349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3116356.000000 Penalty: 964.976013
	Iteration 39Q: 3 clusters Score -3116356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3116362.250000 Penalty: 964.976013
	Iteration 40F: 3 clusters Score -3116362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3116366.500000 Penalty: 964.976013
	Iteration 41Q: 3 clusters Score -3116366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3116369.500000 Penalty: 964.976013
	Iteration 42Q: 3 clusters Score -3116370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3116371.500000 Penalty: 964.976013
	Iteration 43Q: 3 clusters Score -3116372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3116377.250000 Penalty: 964.976013
	Iteration 44Q: 3 clusters Score -3116377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3116375.250000 Penalty: 964.976013
	Iteration 45Q: 3 clusters Score -3116375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3116375.000000 Penalty: 964.976013
	Iteration 46Q: 3 clusters Score -3116375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3116376.250000 Penalty: 964.976013
	Iteration 47Q: 3 clusters Score -3116376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3116372.000000 Penalty: 964.976013
	Iteration 48Q: 3 clusters Score -3116372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3116372.000000 Penalty: 964.976013
	Iteration 49Q: 3 clusters Score -3116372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3116376.000000 Penalty: 964.976013
	Iteration 50Q: 3 clusters Score -3116376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3116372.250000 Penalty: 964.976013
	Iteration 51Q: 3 clusters Score -3116372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3116373.750000 Penalty: 964.976013
	Iteration 52Q: 3 clusters Score -3116374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3116372.500000 Penalty: 964.976013
	Iteration 53Q: 3 clusters Score -3116372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3116375.500000 Penalty: 964.976013
	Iteration 54Q: 3 clusters Score -3116376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3116380.250000 Penalty: 964.976013
	Iteration 55Q: 3 clusters Score -3116380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3116382.500000 Penalty: 964.976013
	Iteration 56Q: 3 clusters Score -3116382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3116383.000000 Penalty: 964.976013
	Iteration 57Q: 3 clusters Score -3116383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3116382.250000 Penalty: 964.976013
	Iteration 58Q: 3 clusters Score -3116382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3116384.750000 Penalty: 964.976013
	Iteration 59Q: 3 clusters Score -3116385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3116383.500000 Penalty: 964.976013
	Iteration 60F: 3 clusters Score -3116384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3116380.500000 Penalty: 964.976013
	Iteration 61Q: 3 clusters Score -3116380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3116385.500000 Penalty: 964.976013
	Iteration 62Q: 3 clusters Score -3116386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3116387.500000 Penalty: 964.976013
	Iteration 63Q: 3 clusters Score -3116388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3116387.500000 Penalty: 964.976013
	Iteration 64F: 3 clusters Score -3116388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -229103.765625 Penalty: 366.379486
	Iteration 0F: 2 clusters Score -229103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -226963.468750 Penalty: 732.758972
	Iteration 0F: 3 clusters Score -226963.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -227810.343750 Penalty: 732.758972
	Iteration 1F: 3 clusters Score -227810.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -227943.453125 Penalty: 732.758972
	Iteration 2F: 3 clusters Score -227943.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -228059.593750 Penalty: 732.758972
	Iteration 3F: 3 clusters Score -228059.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -228147.875000 Penalty: 732.758972
	Iteration 4F: 3 clusters Score -228147.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -228257.562500 Penalty: 732.758972
	Iteration 5Q: 3 clusters Score -228257.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -228353.093750 Penalty: 732.758972
	Iteration 6Q: 3 clusters Score -228353.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -228425.828125 Penalty: 732.758972
	Iteration 7Q: 3 clusters Score -228425.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228476.437500 Penalty: 732.758972
	Iteration 8Q: 3 clusters Score -228476.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228509.609375 Penalty: 732.758972
	Iteration 9Q: 3 clusters Score -228509.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228533.828125 Penalty: 732.758972
	Iteration 10Q: 3 clusters Score -228533.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228549.406250 Penalty: 732.758972
	Iteration 11Q: 3 clusters Score -228549.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -228560.656250 Penalty: 732.758972
	Iteration 12Q: 3 clusters Score -228560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -228568.281250 Penalty: 732.758972
	Iteration 13Q: 3 clusters Score -228568.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228578.296875 Penalty: 732.758972
	Iteration 14Q: 3 clusters Score -228578.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -228587.312500 Penalty: 732.758972
	Iteration 15Q: 3 clusters Score -228587.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -228596.859375 Penalty: 732.758972
	Iteration 16Q: 3 clusters Score -228596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -228607.328125 Penalty: 732.758972
	Iteration 17Q: 3 clusters Score -228607.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -228616.453125 Penalty: 732.758972
	Iteration 18Q: 3 clusters Score -228616.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228625.265625 Penalty: 732.758972
	Iteration 19Q: 3 clusters Score -228625.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -228633.437500 Penalty: 732.758972
	Iteration 20F: 3 clusters Score -228633.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -228648.593750 Penalty: 732.758972
	Iteration 21Q: 3 clusters Score -228648.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -228665.609375 Penalty: 732.758972
	Iteration 22Q: 3 clusters Score -228665.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -228679.203125 Penalty: 732.758972
	Iteration 23Q: 3 clusters Score -228679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -228691.156250 Penalty: 732.758972
	Iteration 24Q: 3 clusters Score -228691.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -228704.656250 Penalty: 732.758972
	Iteration 25Q: 3 clusters Score -228704.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -228715.234375 Penalty: 732.758972
	Iteration 26Q: 3 clusters Score -228715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -228724.234375 Penalty: 732.758972
	Iteration 27Q: 3 clusters Score -228724.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -228733.453125 Penalty: 732.758972
	Iteration 28Q: 3 clusters Score -228733.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -228742.531250 Penalty: 732.758972
	Iteration 29Q: 3 clusters Score -228742.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -228747.359375 Penalty: 732.758972
	Iteration 30Q: 3 clusters Score -228747.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -228752.453125 Penalty: 732.758972
	Iteration 31Q: 3 clusters Score -228752.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -228756.296875 Penalty: 732.758972
	Iteration 32Q: 3 clusters Score -228756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -228758.218750 Penalty: 732.758972
	Iteration 33Q: 3 clusters Score -228758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -228759.250000 Penalty: 732.758972
	Iteration 34Q: 3 clusters Score -228759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -228760.281250 Penalty: 732.758972
	Iteration 35Q: 3 clusters Score -228760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -228760.968750 Penalty: 732.758972
	Iteration 36Q: 3 clusters Score -228761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -228763.296875 Penalty: 732.758972
	Iteration 37Q: 3 clusters Score -228763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -228765.265625 Penalty: 732.758972
	Iteration 38Q: 3 clusters Score -228765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -228766.781250 Penalty: 732.758972
	Iteration 39Q: 3 clusters Score -228766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -228768.687500 Penalty: 732.758972
	Iteration 40F: 3 clusters Score -228768.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -228769.625000 Penalty: 732.758972
	Iteration 41Q: 3 clusters Score -228769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -228769.968750 Penalty: 732.758972
	Iteration 42Q: 3 clusters Score -228770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -228770.140625 Penalty: 732.758972
	Iteration 43Q: 3 clusters Score -228770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -228770.140625 Penalty: 732.758972
	Iteration 44F: 3 clusters Score -228770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -3605.647217 Penalty: 244.785324
	Iteration 0F: 2 clusters Score -3605.647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3352.667236 Penalty: 489.570648
	Iteration 0F: 3 clusters Score -3352.667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3495.618164 Penalty: 489.570648
	Iteration 1F: 3 clusters Score -3495.618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3529.615234 Penalty: 489.570648
	Iteration 2F: 3 clusters Score -3529.615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3548.804688 Penalty: 489.570648
	Iteration 3Q: 3 clusters Score -3548.805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3571.524414 Penalty: 489.570648
	Iteration 4Q: 3 clusters Score -3571.524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3575.390137 Penalty: 489.570648
	Iteration 5Q: 3 clusters Score -3575.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3575.974121 Penalty: 489.570648
	Iteration 6Q: 3 clusters Score -3575.974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3575.974121 Penalty: 489.570648
	Iteration 7F: 3 clusters Score -3575.974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -49168.699219 Penalty: 298.526917
	Iteration 0F: 2 clusters Score -49168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48584.027344 Penalty: 597.053833
	Iteration 0F: 3 clusters Score -48584.03 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -48845.089844 Penalty: 597.053833
	Iteration 1F: 3 clusters Score -48845.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48908.117188 Penalty: 597.053833
	Iteration 2F: 3 clusters Score -48908.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48964.425781 Penalty: 597.053833
	Iteration 3F: 3 clusters Score -48964.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49007.816406 Penalty: 597.053833
	Iteration 4Q: 3 clusters Score -49007.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -49038.746094 Penalty: 597.053833
	Iteration 5Q: 3 clusters Score -49038.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -49051.187500 Penalty: 597.053833
	Iteration 6Q: 3 clusters Score -49051.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -49062.539062 Penalty: 597.053833
	Iteration 7Q: 3 clusters Score -49062.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -49068.484375 Penalty: 597.053833
	Iteration 8Q: 3 clusters Score -49068.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -49075.300781 Penalty: 597.053833
	Iteration 9Q: 3 clusters Score -49075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -49082.152344 Penalty: 597.053833
	Iteration 10Q: 3 clusters Score -49082.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -49087.742188 Penalty: 597.053833
	Iteration 11Q: 3 clusters Score -49087.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -49091.105469 Penalty: 597.053833
	Iteration 12Q: 3 clusters Score -49091.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -49093.316406 Penalty: 597.053833
	Iteration 13Q: 3 clusters Score -49093.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -49093.765625 Penalty: 597.053833
	Iteration 14Q: 3 clusters Score -49093.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -49094.605469 Penalty: 597.053833
	Iteration 15Q: 3 clusters Score -49094.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49095.332031 Penalty: 597.053833
	Iteration 16Q: 3 clusters Score -49095.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -49096.398438 Penalty: 597.053833
	Iteration 17Q: 3 clusters Score -49096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49096.683594 Penalty: 597.053833
	Iteration 18Q: 3 clusters Score -49096.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -49096.996094 Penalty: 597.053833
	Iteration 19Q: 3 clusters Score -49097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -49096.996094 Penalty: 597.053833
	Iteration 20F: 3 clusters Score -49097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Entering Unmasked Estep 
Score: -3137072.250000 Penalty: 480.651794
	Iteration 0F: 2 clusters Score -3137072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3115011.500000 Penalty: 961.303589
	Iteration 0F: 3 clusters Score -3115012 nChanged 18678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3126086.750000 Penalty: 961.303589
	Iteration 1F: 3 clusters Score -3126087 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3126717.750000 Penalty: 961.303589
	Iteration 2F: 3 clusters Score -3126718 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3127649.250000 Penalty: 961.303589
	Iteration 3F: 3 clusters Score -3127649 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3129142.250000 Penalty: 961.303589
	Iteration 4F: 3 clusters Score -3129142 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3131035.000000 Penalty: 961.303589
	Iteration 5F: 3 clusters Score -3131035 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3132278.500000 Penalty: 961.303589
	Iteration 6F: 3 clusters Score -3132278 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3132921.750000 Penalty: 961.303589
	Iteration 7Q: 3 clusters Score -3132922 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3133239.500000 Penalty: 961.303589
	Iteration 8Q: 3 clusters Score -3133240 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3133358.250000 Penalty: 961.303589
	Iteration 9Q: 3 clusters Score -3133358 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3133441.000000 Penalty: 961.303589
	Iteration 10Q: 3 clusters Score -3133441 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3133536.250000 Penalty: 961.303589
	Iteration 11Q: 3 clusters Score -3133536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3133590.000000 Penalty: 961.303589
	Iteration 12Q: 3 clusters Score -3133590 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3133641.250000 Penalty: 961.303589
	Iteration 13Q: 3 clusters Score -3133641 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3133688.250000 Penalty: 961.303589
	Iteration 14Q: 3 clusters Score -3133688 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3133716.250000 Penalty: 961.303589
	Iteration 15Q: 3 clusters Score -3133716 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3133777.000000 Penalty: 961.303589
	Iteration 16Q: 3 clusters Score -3133777 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3133884.750000 Penalty: 961.303589
	Iteration 17Q: 3 clusters Score -3133885 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3134007.500000 Penalty: 961.303589
	Iteration 18Q: 3 clusters Score -3134008 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3134145.500000 Penalty: 961.303589
	Iteration 19Q: 3 clusters Score -3134146 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3134317.250000 Penalty: 961.303589
	Iteration 20F: 3 clusters Score -3134317 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3134504.750000 Penalty: 961.303589
	Iteration 21Q: 3 clusters Score -3134505 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3134650.500000 Penalty: 961.303589
	Iteration 22Q: 3 clusters Score -3134650 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3134857.250000 Penalty: 961.303589
	Iteration 23Q: 3 clusters Score -3134857 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3135001.500000 Penalty: 961.303589
	Iteration 24Q: 3 clusters Score -3135002 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3135142.750000 Penalty: 961.303589
	Iteration 25Q: 3 clusters Score -3135143 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3135228.500000 Penalty: 961.303589
	Iteration 26Q: 3 clusters Score -3135228 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3135349.750000 Penalty: 961.303589
	Iteration 27Q: 3 clusters Score -3135350 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3135478.500000 Penalty: 961.303589
	Iteration 28Q: 3 clusters Score -3135478 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3135569.500000 Penalty: 961.303589
	Iteration 29Q: 3 clusters Score -3135570 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3135662.750000 Penalty: 961.303589
	Iteration 30Q: 3 clusters Score -3135663 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3135751.250000 Penalty: 961.303589
	Iteration 31Q: 3 clusters Score -3135751 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -3135845.750000 Penalty: 961.303589
	Iteration 32Q: 3 clusters Score -3135846 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3135996.000000 Penalty: 961.303589
	Iteration 33Q: 3 clusters Score -3135996 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3136084.000000 Penalty: 961.303589
	Iteration 34Q: 3 clusters Score -3136084 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3136161.750000 Penalty: 961.303589
	Iteration 35Q: 3 clusters Score -3136162 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3136274.500000 Penalty: 961.303589
	Iteration 36Q: 3 clusters Score -3136274 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -3136368.500000 Penalty: 961.303589
	Iteration 37Q: 3 clusters Score -3136368 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3136440.750000 Penalty: 961.303589
	Iteration 38Q: 3 clusters Score -3136441 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3136537.250000 Penalty: 961.303589
	Iteration 39Q: 3 clusters Score -3136537 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3136768.750000 Penalty: 961.303589
	Iteration 40F: 3 clusters Score -3136769 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3136864.000000 Penalty: 961.303589
	Iteration 41Q: 3 clusters Score -3136864 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3136979.500000 Penalty: 961.303589
	Iteration 42Q: 3 clusters Score -3136980 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3137050.750000 Penalty: 961.303589
	Iteration 43Q: 3 clusters Score -3137051 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3137102.250000 Penalty: 961.303589
	Iteration 44Q: 3 clusters Score -3137102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3137126.500000 Penalty: 961.303589
	Iteration 45Q: 3 clusters Score -3137126 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3137150.000000 Penalty: 961.303589
	Iteration 46Q: 3 clusters Score -3137150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3137177.500000 Penalty: 961.303589
	Iteration 47Q: 3 clusters Score -3137178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3137203.250000 Penalty: 961.303589
	Iteration 48Q: 3 clusters Score -3137203 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3137196.000000 Penalty: 961.303589
	Iteration 49Q: 3 clusters Score -3137196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3137213.750000 Penalty: 961.303589
	Iteration 50Q: 3 clusters Score -3137214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3137237.250000 Penalty: 961.303589
	Iteration 51Q: 3 clusters Score -3137237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3137248.000000 Penalty: 961.303589
	Iteration 52Q: 3 clusters Score -3137248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3137263.750000 Penalty: 961.303589
	Iteration 53Q: 3 clusters Score -3137264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3137279.500000 Penalty: 961.303589
	Iteration 54Q: 3 clusters Score -3137280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3137294.250000 Penalty: 961.303589
	Iteration 55Q: 3 clusters Score -3137294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3137313.000000 Penalty: 961.303589
	Iteration 56Q: 3 clusters Score -3137313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3137327.500000 Penalty: 961.303589
	Iteration 57Q: 3 clusters Score -3137328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3137388.500000 Penalty: 961.303589
	Iteration 58Q: 3 clusters Score -3137388 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3137430.500000 Penalty: 961.303589
	Iteration 59Q: 3 clusters Score -3137430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -3137519.000000 Penalty: 961.303589
	Iteration 60F: 3 clusters Score -3137519 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3137555.750000 Penalty: 961.303589
	Iteration 61Q: 3 clusters Score -3137556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3137593.750000 Penalty: 961.303589
	Iteration 62Q: 3 clusters Score -3137594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3137669.250000 Penalty: 961.303589
	Iteration 63Q: 3 clusters Score -3137669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -3137709.250000 Penalty: 961.303589
	Iteration 64Q: 3 clusters Score -3137709 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3137763.000000 Penalty: 961.303589
	Iteration 65Q: 3 clusters Score -3137763 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3137808.250000 Penalty: 961.303589
	Iteration 66Q: 3 clusters Score -3137808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3137845.500000 Penalty: 961.303589
	Iteration 67Q: 3 clusters Score -3137846 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3137893.250000 Penalty: 961.303589
	Iteration 68Q: 3 clusters Score -3137893 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3137960.250000 Penalty: 961.303589
	Iteration 69Q: 3 clusters Score -3137960 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3137993.250000 Penalty: 961.303589
	Iteration 70Q: 3 clusters Score -3137993 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3138073.250000 Penalty: 961.303589
	Iteration 71Q: 3 clusters Score -3138073 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3138113.750000 Penalty: 961.303589
	Iteration 72Q: 3 clusters Score -3138114 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3138215.000000 Penalty: 961.303589
	Iteration 73Q: 3 clusters Score -3138215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3138269.250000 Penalty: 961.303589
	Iteration 74Q: 3 clusters Score -3138269 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3138339.500000 Penalty: 961.303589
	Iteration 75Q: 3 clusters Score -3138340 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3138403.500000 Penalty: 961.303589
	Iteration 76Q: 3 clusters Score -3138404 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3138469.500000 Penalty: 961.303589
	Iteration 77Q: 3 clusters Score -3138470 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3138536.000000 Penalty: 961.303589
	Iteration 78Q: 3 clusters Score -3138536 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3138545.750000 Penalty: 961.303589
	Iteration 79Q: 3 clusters Score -3138546 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3138593.750000 Penalty: 961.303589
	Iteration 80F: 3 clusters Score -3138594 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3138631.500000 Penalty: 961.303589
	Iteration 81Q: 3 clusters Score -3138632 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3138672.000000 Penalty: 961.303589
	Iteration 82Q: 3 clusters Score -3138672 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3138679.000000 Penalty: 961.303589
	Iteration 83Q: 3 clusters Score -3138679 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3138745.250000 Penalty: 961.303589
	Iteration 84Q: 3 clusters Score -3138745 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3138785.750000 Penalty: 961.303589
	Iteration 85Q: 3 clusters Score -3138786 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3138864.000000 Penalty: 961.303589
	Iteration 86Q: 3 clusters Score -3138864 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3138901.500000 Penalty: 961.303589
	Iteration 87Q: 3 clusters Score -3138902 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3138965.250000 Penalty: 961.303589
	Iteration 88Q: 3 clusters Score -3138965 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3139047.000000 Penalty: 961.303589
	Iteration 89Q: 3 clusters Score -3139047 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3139088.750000 Penalty: 961.303589
	Iteration 90Q: 3 clusters Score -3139089 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3139131.250000 Penalty: 961.303589
	Iteration 91Q: 3 clusters Score -3139131 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3139132.750000 Penalty: 961.303589
	Iteration 92Q: 3 clusters Score -3139133 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3139149.250000 Penalty: 961.303589
	Iteration 93Q: 3 clusters Score -3139149 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3139156.250000 Penalty: 961.303589
	Iteration 94Q: 3 clusters Score -3139156 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3139146.000000 Penalty: 961.303589
	Iteration 95Q: 3 clusters Score -3139146 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3139125.750000 Penalty: 961.303589
	Iteration 96Q: 3 clusters Score -3139126 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3139115.500000 Penalty: 961.303589
	Iteration 97Q: 3 clusters Score -3139116 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3139097.500000 Penalty: 961.303589
	Iteration 98Q: 3 clusters Score -3139098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3139097.500000 Penalty: 961.303589
	Iteration 99Q: 3 clusters Score -3139098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3139077.500000 Penalty: 961.303589
	Iteration 100F: 3 clusters Score -3139078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3139084.500000 Penalty: 961.303589
	Iteration 101Q: 3 clusters Score -3139084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3139071.250000 Penalty: 961.303589
	Iteration 102Q: 3 clusters Score -3139071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3139072.000000 Penalty: 961.303589
	Iteration 103Q: 3 clusters Score -3139072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3139060.500000 Penalty: 961.303589
	Iteration 104Q: 3 clusters Score -3139060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3139061.500000 Penalty: 961.303589
	Iteration 105Q: 3 clusters Score -3139062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3139056.750000 Penalty: 961.303589
	Iteration 106Q: 3 clusters Score -3139057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3139059.250000 Penalty: 961.303589
	Iteration 107Q: 3 clusters Score -3139059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3139059.750000 Penalty: 961.303589
	Iteration 108Q: 3 clusters Score -3139060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3139056.500000 Penalty: 961.303589
	Iteration 109Q: 3 clusters Score -3139056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3139060.250000 Penalty: 961.303589
	Iteration 110Q: 3 clusters Score -3139060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3139061.500000 Penalty: 961.303589
	Iteration 111Q: 3 clusters Score -3139062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3139058.250000 Penalty: 961.303589
	Iteration 112Q: 3 clusters Score -3139058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3139059.500000 Penalty: 961.303589
	Iteration 113Q: 3 clusters Score -3139060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3139069.000000 Penalty: 961.303589
	Iteration 114Q: 3 clusters Score -3139069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3139070.500000 Penalty: 961.303589
	Iteration 115Q: 3 clusters Score -3139070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3139060.000000 Penalty: 961.303589
	Iteration 116Q: 3 clusters Score -3139060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3139057.500000 Penalty: 961.303589
	Iteration 117Q: 3 clusters Score -3139058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3139059.750000 Penalty: 961.303589
	Iteration 118Q: 3 clusters Score -3139060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3139067.750000 Penalty: 961.303589
	Iteration 119Q: 3 clusters Score -3139068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3139060.000000 Penalty: 961.303589
	Iteration 120F: 3 clusters Score -3139060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3139060.000000 Penalty: 961.303589
	Iteration 121Q: 3 clusters Score -3139060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3139065.500000 Penalty: 961.303589
	Iteration 122Q: 3 clusters Score -3139066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3139065.250000 Penalty: 961.303589
	Iteration 123Q: 3 clusters Score -3139065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3139066.750000 Penalty: 961.303589
	Iteration 124Q: 3 clusters Score -3139067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3139061.750000 Penalty: 961.303589
	Iteration 125Q: 3 clusters Score -3139062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3139060.750000 Penalty: 961.303589
	Iteration 126Q: 3 clusters Score -3139061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3139062.500000 Penalty: 961.303589
	Iteration 127Q: 3 clusters Score -3139062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3139062.500000 Penalty: 961.303589
	Iteration 128Q: 3 clusters Score -3139062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3139057.500000 Penalty: 961.303589
	Iteration 129Q: 3 clusters Score -3139058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3139057.500000 Penalty: 961.303589
	Iteration 130Q: 3 clusters Score -3139058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3139060.500000 Penalty: 961.303589
	Iteration 131Q: 3 clusters Score -3139060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3139062.500000 Penalty: 961.303589
	Iteration 132Q: 3 clusters Score -3139062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3139060.250000 Penalty: 961.303589
	Iteration 133Q: 3 clusters Score -3139060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3139059.000000 Penalty: 961.303589
	Iteration 134Q: 3 clusters Score -3139059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3139058.750000 Penalty: 961.303589
	Iteration 135Q: 3 clusters Score -3139059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3139058.000000 Penalty: 961.303589
	Iteration 136Q: 3 clusters Score -3139058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3139058.000000 Penalty: 961.303589
	Iteration 137Q: 3 clusters Score -3139058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3139057.500000 Penalty: 961.303589
	Iteration 138Q: 3 clusters Score -3139058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3139057.250000 Penalty: 961.303589
	Iteration 139Q: 3 clusters Score -3139057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3139057.250000 Penalty: 961.303589
	Iteration 140F: 3 clusters Score -3139057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 2187 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Entering Unmasked Estep 
Score: -42159764.000000 Penalty: 39125.867188
Splitting cluster 22 changes total score from -42158176.000000 to -42159764.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 23 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -51528.515625 Penalty: 302.881042
	Iteration 0F: 2 clusters Score -51528.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50889.437500 Penalty: 605.762085
	Iteration 0F: 3 clusters Score -50889.44 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51131.632812 Penalty: 605.762085
	Iteration 1F: 3 clusters Score -51131.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51235.492188 Penalty: 605.762085
	Iteration 2F: 3 clusters Score -51235.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -51281.738281 Penalty: 605.762085
	Iteration 3F: 3 clusters Score -51281.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -51314.535156 Penalty: 605.762085
	Iteration 4F: 3 clusters Score -51314.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -51333.648438 Penalty: 605.762085
	Iteration 5Q: 3 clusters Score -51333.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51352.371094 Penalty: 605.762085
	Iteration 6Q: 3 clusters Score -51352.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -51363.507812 Penalty: 605.762085
	Iteration 7Q: 3 clusters Score -51363.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51374.691406 Penalty: 605.762085
	Iteration 8Q: 3 clusters Score -51374.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51385.074219 Penalty: 605.762085
	Iteration 9Q: 3 clusters Score -51385.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51396.203125 Penalty: 605.762085
	Iteration 10Q: 3 clusters Score -51396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51401.929688 Penalty: 605.762085
	Iteration 11Q: 3 clusters Score -51401.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51404.503906 Penalty: 605.762085
	Iteration 12Q: 3 clusters Score -51404.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -51407.570312 Penalty: 605.762085
	Iteration 13Q: 3 clusters Score -51407.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51410.460938 Penalty: 605.762085
	Iteration 14Q: 3 clusters Score -51410.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51412.101562 Penalty: 605.762085
	Iteration 15Q: 3 clusters Score -51412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51412.816406 Penalty: 605.762085
	Iteration 16Q: 3 clusters Score -51412.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -51412.816406 Penalty: 605.762085
	Iteration 17F: 3 clusters Score -51412.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -17107.519531 Penalty: 250.677170
	Iteration 0F: 2 clusters Score -17107.52 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 128 members 
Entering Unmasked Estep 
Score: -16799.195312 Penalty: 501.354340
	Iteration 0F: 3 clusters Score -16799.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16857.375000 Penalty: 501.354340
	Iteration 1F: 3 clusters Score -16857.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16876.455078 Penalty: 501.354340
	Iteration 2F: 3 clusters Score -16876.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16889.152344 Penalty: 501.354340
	Iteration 3F: 3 clusters Score -16889.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16897.949219 Penalty: 501.354340
	Iteration 4Q: 3 clusters Score -16897.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16900.982422 Penalty: 501.354340
	Iteration 5Q: 3 clusters Score -16900.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16900.982422 Penalty: 501.354340
	Iteration 6F: 3 clusters Score -16900.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Entering Unmasked Estep 
Score: -1032404.000000 Penalty: 433.626282
	Iteration 0F: 2 clusters Score -1032404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1023139.562500 Penalty: 867.252563
	Iteration 0F: 3 clusters Score -1023140 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1027283.125000 Penalty: 867.252563
	Iteration 1F: 3 clusters Score -1027283 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1027633.750000 Penalty: 867.252563
	Iteration 2F: 3 clusters Score -1027634 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1028039.125000 Penalty: 867.252563
	Iteration 3F: 3 clusters Score -1028039 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1028611.937500 Penalty: 867.252563
	Iteration 4F: 3 clusters Score -1028612 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1029323.812500 Penalty: 867.252563
	Iteration 5F: 3 clusters Score -1029324 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1030132.062500 Penalty: 867.252563
	Iteration 6F: 3 clusters Score -1030132 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1030875.375000 Penalty: 867.252563
	Iteration 7F: 3 clusters Score -1030875 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1031430.000000 Penalty: 867.252563
	Iteration 8Q: 3 clusters Score -1031430 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1031721.875000 Penalty: 867.252563
	Iteration 9Q: 3 clusters Score -1031722 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1031885.125000 Penalty: 867.252563
	Iteration 10Q: 3 clusters Score -1031885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1031955.250000 Penalty: 867.252563
	Iteration 11Q: 3 clusters Score -1031955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1031986.875000 Penalty: 867.252563
	Iteration 12Q: 3 clusters Score -1031987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1032015.125000 Penalty: 867.252563
	Iteration 13Q: 3 clusters Score -1032015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1032043.812500 Penalty: 867.252563
	Iteration 14Q: 3 clusters Score -1032044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1032053.062500 Penalty: 867.252563
	Iteration 15Q: 3 clusters Score -1032053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1032063.125000 Penalty: 867.252563
	Iteration 16Q: 3 clusters Score -1032063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1032085.687500 Penalty: 867.252563
	Iteration 17Q: 3 clusters Score -1032086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1032093.000000 Penalty: 867.252563
	Iteration 18Q: 3 clusters Score -1032093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1032097.062500 Penalty: 867.252563
	Iteration 19Q: 3 clusters Score -1032097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1032105.125000 Penalty: 867.252563
	Iteration 20F: 3 clusters Score -1032105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1032111.875000 Penalty: 867.252563
	Iteration 21Q: 3 clusters Score -1032112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1032113.437500 Penalty: 867.252563
	Iteration 22Q: 3 clusters Score -1032113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1032113.437500 Penalty: 867.252563
	Iteration 23F: 3 clusters Score -1032113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -218395.921875 Penalty: 363.293060
	Iteration 0F: 2 clusters Score -218395.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -216312.484375 Penalty: 726.586121
	Iteration 0F: 3 clusters Score -216312.5 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -217065.984375 Penalty: 726.586121
	Iteration 1F: 3 clusters Score -217066 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -217179.843750 Penalty: 726.586121
	Iteration 2F: 3 clusters Score -217179.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -217286.187500 Penalty: 726.586121
	Iteration 3F: 3 clusters Score -217286.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -217412.718750 Penalty: 726.586121
	Iteration 4F: 3 clusters Score -217412.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -217510.359375 Penalty: 726.586121
	Iteration 5F: 3 clusters Score -217510.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -217579.140625 Penalty: 726.586121
	Iteration 6Q: 3 clusters Score -217579.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -217630.562500 Penalty: 726.586121
	Iteration 7Q: 3 clusters Score -217630.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -217667.781250 Penalty: 726.586121
	Iteration 8Q: 3 clusters Score -217667.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -217698.953125 Penalty: 726.586121
	Iteration 9Q: 3 clusters Score -217699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -217722.515625 Penalty: 726.586121
	Iteration 10Q: 3 clusters Score -217722.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -217747.468750 Penalty: 726.586121
	Iteration 11Q: 3 clusters Score -217747.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -217772.203125 Penalty: 726.586121
	Iteration 12Q: 3 clusters Score -217772.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217800.765625 Penalty: 726.586121
	Iteration 13Q: 3 clusters Score -217800.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217827.546875 Penalty: 726.586121
	Iteration 14Q: 3 clusters Score -217827.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -217859.093750 Penalty: 726.586121
	Iteration 15Q: 3 clusters Score -217859.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217879.656250 Penalty: 726.586121
	Iteration 16Q: 3 clusters Score -217879.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217904.296875 Penalty: 726.586121
	Iteration 17Q: 3 clusters Score -217904.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -217930.687500 Penalty: 726.586121
	Iteration 18Q: 3 clusters Score -217930.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217952.421875 Penalty: 726.586121
	Iteration 19Q: 3 clusters Score -217952.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -217967.906250 Penalty: 726.586121
	Iteration 20F: 3 clusters Score -217967.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -217985.406250 Penalty: 726.586121
	Iteration 21Q: 3 clusters Score -217985.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -218004.765625 Penalty: 726.586121
	Iteration 22Q: 3 clusters Score -218004.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -218021.437500 Penalty: 726.586121
	Iteration 23Q: 3 clusters Score -218021.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -218037.406250 Penalty: 726.586121
	Iteration 24Q: 3 clusters Score -218037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -218046.406250 Penalty: 726.586121
	Iteration 25Q: 3 clusters Score -218046.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -218052.921875 Penalty: 726.586121
	Iteration 26Q: 3 clusters Score -218052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -218057.687500 Penalty: 726.586121
	Iteration 27Q: 3 clusters Score -218057.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -218060.312500 Penalty: 726.586121
	Iteration 28Q: 3 clusters Score -218060.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -218062.609375 Penalty: 726.586121
	Iteration 29Q: 3 clusters Score -218062.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -218065.562500 Penalty: 726.586121
	Iteration 30Q: 3 clusters Score -218065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -218068.437500 Penalty: 726.586121
	Iteration 31Q: 3 clusters Score -218068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -218069.968750 Penalty: 726.586121
	Iteration 32Q: 3 clusters Score -218070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -218071.265625 Penalty: 726.586121
	Iteration 33Q: 3 clusters Score -218071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -218071.812500 Penalty: 726.586121
	Iteration 34Q: 3 clusters Score -218071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -218072.812500 Penalty: 726.586121
	Iteration 35Q: 3 clusters Score -218072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -218072.921875 Penalty: 726.586121
	Iteration 36Q: 3 clusters Score -218072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -218073.875000 Penalty: 726.586121
	Iteration 37Q: 3 clusters Score -218073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -218074.359375 Penalty: 726.586121
	Iteration 38Q: 3 clusters Score -218074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -218074.750000 Penalty: 726.586121
	Iteration 39Q: 3 clusters Score -218074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -218074.953125 Penalty: 726.586121
	Iteration 40F: 3 clusters Score -218075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -218075.750000 Penalty: 726.586121
	Iteration 41Q: 3 clusters Score -218075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -218076.609375 Penalty: 726.586121
	Iteration 42Q: 3 clusters Score -218076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -218076.734375 Penalty: 726.586121
	Iteration 43Q: 3 clusters Score -218076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -218076.796875 Penalty: 726.586121
	Iteration 44Q: 3 clusters Score -218076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -218076.890625 Penalty: 726.586121
	Iteration 45Q: 3 clusters Score -218076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -218077.328125 Penalty: 726.586121
	Iteration 46Q: 3 clusters Score -218077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -218077.968750 Penalty: 726.586121
	Iteration 47Q: 3 clusters Score -218078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -218078.718750 Penalty: 726.586121
	Iteration 48Q: 3 clusters Score -218078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -218078.562500 Penalty: 726.586121
	Iteration 49Q: 3 clusters Score -218078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -218078.781250 Penalty: 726.586121
	Iteration 50Q: 3 clusters Score -218078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -218078.781250 Penalty: 726.586121
	Iteration 51F: 3 clusters Score -218078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -159902.468750 Penalty: 349.908020
	Iteration 0F: 2 clusters Score -159902.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -158324.000000 Penalty: 699.816040
	Iteration 0F: 3 clusters Score -158324 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -158945.765625 Penalty: 699.816040
	Iteration 1F: 3 clusters Score -158945.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -159084.250000 Penalty: 699.816040
	Iteration 2F: 3 clusters Score -159084.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -159312.015625 Penalty: 699.816040
	Iteration 3F: 3 clusters Score -159312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -159518.781250 Penalty: 699.816040
	Iteration 4F: 3 clusters Score -159518.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -159638.234375 Penalty: 699.816040
	Iteration 5F: 3 clusters Score -159638.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -159719.375000 Penalty: 699.816040
	Iteration 6Q: 3 clusters Score -159719.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -159767.843750 Penalty: 699.816040
	Iteration 7Q: 3 clusters Score -159767.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -159797.000000 Penalty: 699.816040
	Iteration 8Q: 3 clusters Score -159797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -159815.812500 Penalty: 699.816040
	Iteration 9Q: 3 clusters Score -159815.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -159825.453125 Penalty: 699.816040
	Iteration 10Q: 3 clusters Score -159825.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159833.562500 Penalty: 699.816040
	Iteration 11Q: 3 clusters Score -159833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -159838.125000 Penalty: 699.816040
	Iteration 12Q: 3 clusters Score -159838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -159842.281250 Penalty: 699.816040
	Iteration 13Q: 3 clusters Score -159842.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -159847.843750 Penalty: 699.816040
	Iteration 14Q: 3 clusters Score -159847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159859.875000 Penalty: 699.816040
	Iteration 15Q: 3 clusters Score -159859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -159864.531250 Penalty: 699.816040
	Iteration 16Q: 3 clusters Score -159864.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159868.609375 Penalty: 699.816040
	Iteration 17Q: 3 clusters Score -159868.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159877.656250 Penalty: 699.816040
	Iteration 18Q: 3 clusters Score -159877.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159884.406250 Penalty: 699.816040
	Iteration 19Q: 3 clusters Score -159884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -159890.500000 Penalty: 699.816040
	Iteration 20F: 3 clusters Score -159890.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -159897.593750 Penalty: 699.816040
	Iteration 21Q: 3 clusters Score -159897.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -159901.718750 Penalty: 699.816040
	Iteration 22Q: 3 clusters Score -159901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -159906.250000 Penalty: 699.816040
	Iteration 23Q: 3 clusters Score -159906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -159910.171875 Penalty: 699.816040
	Iteration 24Q: 3 clusters Score -159910.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -159916.375000 Penalty: 699.816040
	Iteration 25Q: 3 clusters Score -159916.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159921.046875 Penalty: 699.816040
	Iteration 26Q: 3 clusters Score -159921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159922.328125 Penalty: 699.816040
	Iteration 27Q: 3 clusters Score -159922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -159924.250000 Penalty: 699.816040
	Iteration 28Q: 3 clusters Score -159924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -159926.656250 Penalty: 699.816040
	Iteration 29Q: 3 clusters Score -159926.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -159930.515625 Penalty: 699.816040
	Iteration 30Q: 3 clusters Score -159930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -159933.703125 Penalty: 699.816040
	Iteration 31Q: 3 clusters Score -159933.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159940.078125 Penalty: 699.816040
	Iteration 32Q: 3 clusters Score -159940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -159944.937500 Penalty: 699.816040
	Iteration 33Q: 3 clusters Score -159944.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -159952.906250 Penalty: 699.816040
	Iteration 34Q: 3 clusters Score -159952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -159956.406250 Penalty: 699.816040
	Iteration 35Q: 3 clusters Score -159956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -159961.000000 Penalty: 699.816040
	Iteration 36Q: 3 clusters Score -159961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159965.046875 Penalty: 699.816040
	Iteration 37Q: 3 clusters Score -159965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -159968.203125 Penalty: 699.816040
	Iteration 38Q: 3 clusters Score -159968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159971.109375 Penalty: 699.816040
	Iteration 39Q: 3 clusters Score -159971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159974.421875 Penalty: 699.816040
	Iteration 40F: 3 clusters Score -159974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159977.328125 Penalty: 699.816040
	Iteration 41Q: 3 clusters Score -159977.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159978.937500 Penalty: 699.816040
	Iteration 42Q: 3 clusters Score -159978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159980.671875 Penalty: 699.816040
	Iteration 43Q: 3 clusters Score -159980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159981.906250 Penalty: 699.816040
	Iteration 44Q: 3 clusters Score -159981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159983.375000 Penalty: 699.816040
	Iteration 45Q: 3 clusters Score -159983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159984.453125 Penalty: 699.816040
	Iteration 46Q: 3 clusters Score -159984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -159985.625000 Penalty: 699.816040
	Iteration 47Q: 3 clusters Score -159985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159986.062500 Penalty: 699.816040
	Iteration 48Q: 3 clusters Score -159986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159986.390625 Penalty: 699.816040
	Iteration 49Q: 3 clusters Score -159986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159986.390625 Penalty: 699.816040
	Iteration 50F: 3 clusters Score -159986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 23669 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Entering Unmasked Estep 
Score: -42159588.000000 Penalty: 39727.804688
Splitting cluster 27 changes total score from -42158176.000000 to -42159588.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 28 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -57757.812500 Penalty: 307.546112
	Iteration 0F: 2 clusters Score -57757.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -57041.910156 Penalty: 615.092224
	Iteration 0F: 3 clusters Score -57041.91 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -57327.078125 Penalty: 615.092224
	Iteration 1F: 3 clusters Score -57327.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57408.867188 Penalty: 615.092224
	Iteration 2F: 3 clusters Score -57408.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -57447.613281 Penalty: 615.092224
	Iteration 3F: 3 clusters Score -57447.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -57458.949219 Penalty: 615.092224
	Iteration 4Q: 3 clusters Score -57458.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57466.707031 Penalty: 615.092224
	Iteration 5Q: 3 clusters Score -57466.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -57482.011719 Penalty: 615.092224
	Iteration 6Q: 3 clusters Score -57482.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -57498.601562 Penalty: 615.092224
	Iteration 7Q: 3 clusters Score -57498.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -57510.976562 Penalty: 615.092224
	Iteration 8Q: 3 clusters Score -57510.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -57526.929688 Penalty: 615.092224
	Iteration 9Q: 3 clusters Score -57526.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57537.859375 Penalty: 615.092224
	Iteration 10Q: 3 clusters Score -57537.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57543.417969 Penalty: 615.092224
	Iteration 11Q: 3 clusters Score -57543.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57546.253906 Penalty: 615.092224
	Iteration 12Q: 3 clusters Score -57546.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57549.570312 Penalty: 615.092224
	Iteration 13Q: 3 clusters Score -57549.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57552.863281 Penalty: 615.092224
	Iteration 14Q: 3 clusters Score -57552.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -57556.015625 Penalty: 615.092224
	Iteration 15Q: 3 clusters Score -57556.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57558.250000 Penalty: 615.092224
	Iteration 16Q: 3 clusters Score -57558.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57560.886719 Penalty: 615.092224
	Iteration 17Q: 3 clusters Score -57560.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57562.175781 Penalty: 615.092224
	Iteration 18Q: 3 clusters Score -57562.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -57562.605469 Penalty: 615.092224
	Iteration 19Q: 3 clusters Score -57562.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -57563.656250 Penalty: 615.092224
	Iteration 20F: 3 clusters Score -57563.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -57564.890625 Penalty: 615.092224
	Iteration 21Q: 3 clusters Score -57564.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57564.925781 Penalty: 615.092224
	Iteration 22Q: 3 clusters Score -57564.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -57564.925781 Penalty: 615.092224
	Iteration 23F: 3 clusters Score -57564.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Entering Unmasked Estep 
Score: -1890945.875000 Penalty: 458.799927
	Iteration 0F: 2 clusters Score -1890946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1875217.000000 Penalty: 917.599854
	Iteration 0F: 3 clusters Score -1875217 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1881573.500000 Penalty: 917.599854
	Iteration 1F: 3 clusters Score -1881574 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1881821.000000 Penalty: 917.599854
	Iteration 2Q: 3 clusters Score -1881821 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1882180.750000 Penalty: 917.599854
	Iteration 3Q: 3 clusters Score -1882181 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1882681.250000 Penalty: 917.599854
	Iteration 4Q: 3 clusters Score -1882681 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1883335.625000 Penalty: 917.599854
	Iteration 5F: 3 clusters Score -1883336 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1884189.500000 Penalty: 917.599854
	Iteration 6F: 3 clusters Score -1884190 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1885358.750000 Penalty: 917.599854
	Iteration 7F: 3 clusters Score -1885359 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1886579.500000 Penalty: 917.599854
	Iteration 8F: 3 clusters Score -1886580 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -1887783.375000 Penalty: 917.599854
	Iteration 9F: 3 clusters Score -1887783 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -1888791.375000 Penalty: 917.599854
	Iteration 10Q: 3 clusters Score -1888791 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -1889374.625000 Penalty: 917.599854
	Iteration 11Q: 3 clusters Score -1889375 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -1889718.875000 Penalty: 917.599854
	Iteration 12Q: 3 clusters Score -1889719 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1889948.875000 Penalty: 917.599854
	Iteration 13Q: 3 clusters Score -1889949 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -1890120.750000 Penalty: 917.599854
	Iteration 14Q: 3 clusters Score -1890121 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1890213.625000 Penalty: 917.599854
	Iteration 15Q: 3 clusters Score -1890214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1890287.250000 Penalty: 917.599854
	Iteration 16Q: 3 clusters Score -1890287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -1890357.000000 Penalty: 917.599854
	Iteration 17Q: 3 clusters Score -1890357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -1890411.875000 Penalty: 917.599854
	Iteration 18Q: 3 clusters Score -1890412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1890444.875000 Penalty: 917.599854
	Iteration 19Q: 3 clusters Score -1890445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1890472.000000 Penalty: 917.599854
	Iteration 20F: 3 clusters Score -1890472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -1890493.250000 Penalty: 917.599854
	Iteration 21Q: 3 clusters Score -1890493 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1890517.750000 Penalty: 917.599854
	Iteration 22Q: 3 clusters Score -1890518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1890547.000000 Penalty: 917.599854
	Iteration 23Q: 3 clusters Score -1890547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1890565.875000 Penalty: 917.599854
	Iteration 24Q: 3 clusters Score -1890566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -1890579.500000 Penalty: 917.599854
	Iteration 25Q: 3 clusters Score -1890580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -1890599.125000 Penalty: 917.599854
	Iteration 26Q: 3 clusters Score -1890599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -1890610.500000 Penalty: 917.599854
	Iteration 27Q: 3 clusters Score -1890610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -1890608.125000 Penalty: 917.599854
	Iteration 28Q: 3 clusters Score -1890608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -1890611.125000 Penalty: 917.599854
	Iteration 29Q: 3 clusters Score -1890611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -1890613.875000 Penalty: 917.599854
	Iteration 30Q: 3 clusters Score -1890614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -1890624.125000 Penalty: 917.599854
	Iteration 31Q: 3 clusters Score -1890624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -1890625.875000 Penalty: 917.599854
	Iteration 32Q: 3 clusters Score -1890626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -1890625.500000 Penalty: 917.599854
	Iteration 33Q: 3 clusters Score -1890626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -1890622.000000 Penalty: 917.599854
	Iteration 34Q: 3 clusters Score -1890622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -1890626.250000 Penalty: 917.599854
	Iteration 35Q: 3 clusters Score -1890626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -1890630.750000 Penalty: 917.599854
	Iteration 36Q: 3 clusters Score -1890631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -1890634.250000 Penalty: 917.599854
	Iteration 37Q: 3 clusters Score -1890634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1890634.125000 Penalty: 917.599854
	Iteration 38Q: 3 clusters Score -1890634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -1890635.625000 Penalty: 917.599854
	Iteration 39Q: 3 clusters Score -1890636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -1890639.000000 Penalty: 917.599854
	Iteration 40F: 3 clusters Score -1890639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -1890641.250000 Penalty: 917.599854
	Iteration 41Q: 3 clusters Score -1890641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -1890642.000000 Penalty: 917.599854
	Iteration 42Q: 3 clusters Score -1890642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -1890643.750000 Penalty: 917.599854
	Iteration 43Q: 3 clusters Score -1890644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -1890647.125000 Penalty: 917.599854
	Iteration 44Q: 3 clusters Score -1890647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1890646.750000 Penalty: 917.599854
	Iteration 45Q: 3 clusters Score -1890647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -1890646.250000 Penalty: 917.599854
	Iteration 46Q: 3 clusters Score -1890646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1890645.125000 Penalty: 917.599854
	Iteration 47Q: 3 clusters Score -1890645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1890645.125000 Penalty: 917.599854
	Iteration 48F: 3 clusters Score -1890645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Entering Unmasked Estep 
Score: -1902066.875000 Penalty: 458.272430
	Iteration 0F: 2 clusters Score -1902067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1886496.500000 Penalty: 916.544861
	Iteration 0F: 3 clusters Score -1886496 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1893404.125000 Penalty: 916.544861
	Iteration 1F: 3 clusters Score -1893404 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1894336.375000 Penalty: 916.544861
	Iteration 2F: 3 clusters Score -1894336 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1895846.625000 Penalty: 916.544861
	Iteration 3F: 3 clusters Score -1895847 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1897776.750000 Penalty: 916.544861
	Iteration 4F: 3 clusters Score -1897777 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1899673.500000 Penalty: 916.544861
	Iteration 5F: 3 clusters Score -1899674 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1900958.000000 Penalty: 916.544861
	Iteration 6F: 3 clusters Score -1900958 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1901555.625000 Penalty: 916.544861
	Iteration 7Q: 3 clusters Score -1901556 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1901828.750000 Penalty: 916.544861
	Iteration 8Q: 3 clusters Score -1901829 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1901963.000000 Penalty: 916.544861
	Iteration 9Q: 3 clusters Score -1901963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1902058.625000 Penalty: 916.544861
	Iteration 10Q: 3 clusters Score -1902059 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1902106.875000 Penalty: 916.544861
	Iteration 11Q: 3 clusters Score -1902107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1902142.500000 Penalty: 916.544861
	Iteration 12Q: 3 clusters Score -1902142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1902165.500000 Penalty: 916.544861
	Iteration 13Q: 3 clusters Score -1902166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1902178.000000 Penalty: 916.544861
	Iteration 14Q: 3 clusters Score -1902178 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1902188.250000 Penalty: 916.544861
	Iteration 15Q: 3 clusters Score -1902188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1902199.625000 Penalty: 916.544861
	Iteration 16Q: 3 clusters Score -1902200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1902204.625000 Penalty: 916.544861
	Iteration 17Q: 3 clusters Score -1902205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1902205.125000 Penalty: 916.544861
	Iteration 18Q: 3 clusters Score -1902205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1902206.625000 Penalty: 916.544861
	Iteration 19Q: 3 clusters Score -1902207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1902206.500000 Penalty: 916.544861
	Iteration 20F: 3 clusters Score -1902206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1902211.875000 Penalty: 916.544861
	Iteration 21Q: 3 clusters Score -1902212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1902217.500000 Penalty: 916.544861
	Iteration 22Q: 3 clusters Score -1902218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1902214.000000 Penalty: 916.544861
	Iteration 23Q: 3 clusters Score -1902214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1902222.125000 Penalty: 916.544861
	Iteration 24Q: 3 clusters Score -1902222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1902222.000000 Penalty: 916.544861
	Iteration 25Q: 3 clusters Score -1902222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1902221.750000 Penalty: 916.544861
	Iteration 26Q: 3 clusters Score -1902222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1902218.000000 Penalty: 916.544861
	Iteration 27Q: 3 clusters Score -1902218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1902219.875000 Penalty: 916.544861
	Iteration 28Q: 3 clusters Score -1902220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1902221.250000 Penalty: 916.544861
	Iteration 29Q: 3 clusters Score -1902221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1902222.250000 Penalty: 916.544861
	Iteration 30Q: 3 clusters Score -1902222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1902224.375000 Penalty: 916.544861
	Iteration 31Q: 3 clusters Score -1902224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1902226.125000 Penalty: 916.544861
	Iteration 32Q: 3 clusters Score -1902226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1902228.875000 Penalty: 916.544861
	Iteration 33Q: 3 clusters Score -1902229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1902227.875000 Penalty: 916.544861
	Iteration 34Q: 3 clusters Score -1902228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1902228.000000 Penalty: 916.544861
	Iteration 35Q: 3 clusters Score -1902228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1902229.000000 Penalty: 916.544861
	Iteration 36Q: 3 clusters Score -1902229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1902227.250000 Penalty: 916.544861
	Iteration 37Q: 3 clusters Score -1902227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1902230.625000 Penalty: 916.544861
	Iteration 38Q: 3 clusters Score -1902231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1902227.875000 Penalty: 916.544861
	Iteration 39Q: 3 clusters Score -1902228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1902228.250000 Penalty: 916.544861
	Iteration 40F: 3 clusters Score -1902228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1902229.625000 Penalty: 916.544861
	Iteration 41Q: 3 clusters Score -1902230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1902229.625000 Penalty: 916.544861
	Iteration 42F: 3 clusters Score -1902230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Entering Unmasked Estep 
Score: -42159548.000000 Penalty: 40329.742188
Splitting cluster 30 changes total score from -42158176.000000 to -42159548.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 31 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -97446.937500 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -97446.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -96489.226562 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -96489.23 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -96892.179688 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -96892.18 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -97124.398438 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -97124.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -97497.187500 Penalty: 650.284607
	Iteration 3F: 3 clusters Score -97497.19 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -97727.304688 Penalty: 650.284607
	Iteration 4F: 3 clusters Score -97727.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -97820.984375 Penalty: 650.284607
	Iteration 5F: 3 clusters Score -97820.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -97886.539062 Penalty: 650.284607
	Iteration 6Q: 3 clusters Score -97886.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -98005.015625 Penalty: 650.284607
	Iteration 7Q: 3 clusters Score -98005.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -98133.101562 Penalty: 650.284607
	Iteration 8Q: 3 clusters Score -98133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -98141.351562 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -98141.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -98141.351562 Penalty: 650.284607
	Iteration 10F: 3 clusters Score -98141.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1182 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Entering Unmasked Estep 
Score: -42160040.000000 Penalty: 40931.675781
Splitting cluster 31 changes total score from -42158176.000000 to -42160040.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 32 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12600.540039 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -12600.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12342.076172 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -12342.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12464.117188 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -12464.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12507.604492 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -12507.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12523.841797 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -12523.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12529.189453 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -12529.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12530.438477 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -12530.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12531.914062 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -12531.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12531.914062 Penalty: 497.976624
	Iteration 7F: 3 clusters Score -12531.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Entering Unmasked Estep 
Score: -2099201.750000 Penalty: 463.755066
	Iteration 0F: 2 clusters Score -2099202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2081530.500000 Penalty: 927.510132
	Iteration 0F: 3 clusters Score -2081530 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2090069.125000 Penalty: 927.510132
	Iteration 1F: 3 clusters Score -2090069 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2091458.750000 Penalty: 927.510132
	Iteration 2F: 3 clusters Score -2091459 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2093222.625000 Penalty: 927.510132
	Iteration 3F: 3 clusters Score -2093223 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2094848.000000 Penalty: 927.510132
	Iteration 4F: 3 clusters Score -2094848 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2095837.625000 Penalty: 927.510132
	Iteration 5Q: 3 clusters Score -2095838 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2096276.500000 Penalty: 927.510132
	Iteration 6Q: 3 clusters Score -2096276 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2096537.500000 Penalty: 927.510132
	Iteration 7Q: 3 clusters Score -2096538 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2096774.875000 Penalty: 927.510132
	Iteration 8Q: 3 clusters Score -2096775 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -2096981.375000 Penalty: 927.510132
	Iteration 9Q: 3 clusters Score -2096981 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2097169.750000 Penalty: 927.510132
	Iteration 10Q: 3 clusters Score -2097170 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2097369.000000 Penalty: 927.510132
	Iteration 11Q: 3 clusters Score -2097369 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2097555.750000 Penalty: 927.510132
	Iteration 12Q: 3 clusters Score -2097556 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2097729.500000 Penalty: 927.510132
	Iteration 13Q: 3 clusters Score -2097730 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2097874.500000 Penalty: 927.510132
	Iteration 14Q: 3 clusters Score -2097874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2098017.250000 Penalty: 927.510132
	Iteration 15Q: 3 clusters Score -2098017 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2098129.750000 Penalty: 927.510132
	Iteration 16Q: 3 clusters Score -2098130 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -2098233.750000 Penalty: 927.510132
	Iteration 17Q: 3 clusters Score -2098234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2098328.250000 Penalty: 927.510132
	Iteration 18Q: 3 clusters Score -2098328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2098423.000000 Penalty: 927.510132
	Iteration 19Q: 3 clusters Score -2098423 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2098485.250000 Penalty: 927.510132
	Iteration 20F: 3 clusters Score -2098485 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2098546.000000 Penalty: 927.510132
	Iteration 21Q: 3 clusters Score -2098546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2098606.250000 Penalty: 927.510132
	Iteration 22Q: 3 clusters Score -2098606 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2098641.750000 Penalty: 927.510132
	Iteration 23Q: 3 clusters Score -2098642 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2098671.500000 Penalty: 927.510132
	Iteration 24Q: 3 clusters Score -2098672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2098697.750000 Penalty: 927.510132
	Iteration 25Q: 3 clusters Score -2098698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2098721.250000 Penalty: 927.510132
	Iteration 26Q: 3 clusters Score -2098721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2098744.750000 Penalty: 927.510132
	Iteration 27Q: 3 clusters Score -2098745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2098756.750000 Penalty: 927.510132
	Iteration 28Q: 3 clusters Score -2098757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2098769.250000 Penalty: 927.510132
	Iteration 29Q: 3 clusters Score -2098769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -2098775.000000 Penalty: 927.510132
	Iteration 30Q: 3 clusters Score -2098775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2098787.250000 Penalty: 927.510132
	Iteration 31Q: 3 clusters Score -2098787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2098803.250000 Penalty: 927.510132
	Iteration 32Q: 3 clusters Score -2098803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -2098814.500000 Penalty: 927.510132
	Iteration 33Q: 3 clusters Score -2098814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2098824.500000 Penalty: 927.510132
	Iteration 34Q: 3 clusters Score -2098824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2098829.500000 Penalty: 927.510132
	Iteration 35Q: 3 clusters Score -2098830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2098836.750000 Penalty: 927.510132
	Iteration 36Q: 3 clusters Score -2098837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -2098845.000000 Penalty: 927.510132
	Iteration 37Q: 3 clusters Score -2098845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2098849.250000 Penalty: 927.510132
	Iteration 38Q: 3 clusters Score -2098849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2098857.250000 Penalty: 927.510132
	Iteration 39Q: 3 clusters Score -2098857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2098861.750000 Penalty: 927.510132
	Iteration 40F: 3 clusters Score -2098862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -2098866.000000 Penalty: 927.510132
	Iteration 41Q: 3 clusters Score -2098866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2098862.000000 Penalty: 927.510132
	Iteration 42Q: 3 clusters Score -2098862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -2098865.000000 Penalty: 927.510132
	Iteration 43Q: 3 clusters Score -2098865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -2098863.250000 Penalty: 927.510132
	Iteration 44Q: 3 clusters Score -2098863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2098868.250000 Penalty: 927.510132
	Iteration 45Q: 3 clusters Score -2098868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2098872.250000 Penalty: 927.510132
	Iteration 46Q: 3 clusters Score -2098872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2098872.500000 Penalty: 927.510132
	Iteration 47Q: 3 clusters Score -2098872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2098876.250000 Penalty: 927.510132
	Iteration 48Q: 3 clusters Score -2098876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2098880.750000 Penalty: 927.510132
	Iteration 49Q: 3 clusters Score -2098881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2098883.250000 Penalty: 927.510132
	Iteration 50Q: 3 clusters Score -2098883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -2098885.250000 Penalty: 927.510132
	Iteration 51Q: 3 clusters Score -2098885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2098883.500000 Penalty: 927.510132
	Iteration 52Q: 3 clusters Score -2098884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2098886.500000 Penalty: 927.510132
	Iteration 53Q: 3 clusters Score -2098886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2098887.250000 Penalty: 927.510132
	Iteration 54Q: 3 clusters Score -2098887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2098886.000000 Penalty: 927.510132
	Iteration 55Q: 3 clusters Score -2098886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2098885.500000 Penalty: 927.510132
	Iteration 56Q: 3 clusters Score -2098886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2098886.750000 Penalty: 927.510132
	Iteration 57Q: 3 clusters Score -2098887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -2098886.250000 Penalty: 927.510132
	Iteration 58Q: 3 clusters Score -2098886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -2098886.750000 Penalty: 927.510132
	Iteration 59Q: 3 clusters Score -2098887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2098887.250000 Penalty: 927.510132
	Iteration 60F: 3 clusters Score -2098887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2098886.500000 Penalty: 927.510132
	Iteration 61Q: 3 clusters Score -2098886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2098886.500000 Penalty: 927.510132
	Iteration 62F: 3 clusters Score -2098886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -11849.368164 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -11849.37 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 162 members 
Entering Unmasked Estep 
Score: -11465.780273 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -11465.78 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11621.656250 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -11621.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11674.897461 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -11674.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11704.136719 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -11704.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11715.401367 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -11715.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11745.578125 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -11745.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11764.657227 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -11764.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11777.900391 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -11777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11783.152344 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -11783.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11787.491211 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -11787.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11789.317383 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -11789.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11791.230469 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -11791.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11792.295898 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -11792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11792.295898 Penalty: 538.374390
	Iteration 13F: 3 clusters Score -11792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (22468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Entering Unmasked Estep 
Score: -1779124.875000 Penalty: 455.903046
	Iteration 0F: 2 clusters Score -1779125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1764201.875000 Penalty: 911.806091
	Iteration 0F: 3 clusters Score -1764202 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1770348.375000 Penalty: 911.806091
	Iteration 1F: 3 clusters Score -1770348 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1770661.375000 Penalty: 911.806091
	Iteration 2Q: 3 clusters Score -1770661 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1771054.750000 Penalty: 911.806091
	Iteration 3Q: 3 clusters Score -1771055 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1771531.750000 Penalty: 911.806091
	Iteration 4F: 3 clusters Score -1771532 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1772176.625000 Penalty: 911.806091
	Iteration 5F: 3 clusters Score -1772177 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1773161.875000 Penalty: 911.806091
	Iteration 6F: 3 clusters Score -1773162 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1774422.125000 Penalty: 911.806091
	Iteration 7F: 3 clusters Score -1774422 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1775505.625000 Penalty: 911.806091
	Iteration 8F: 3 clusters Score -1775506 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1776141.375000 Penalty: 911.806091
	Iteration 9Q: 3 clusters Score -1776141 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1776488.250000 Penalty: 911.806091
	Iteration 10Q: 3 clusters Score -1776488 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -1776811.625000 Penalty: 911.806091
	Iteration 11Q: 3 clusters Score -1776812 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1777121.625000 Penalty: 911.806091
	Iteration 12Q: 3 clusters Score -1777122 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -1777422.500000 Penalty: 911.806091
	Iteration 13Q: 3 clusters Score -1777422 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -1777726.250000 Penalty: 911.806091
	Iteration 14Q: 3 clusters Score -1777726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -1777966.500000 Penalty: 911.806091
	Iteration 15Q: 3 clusters Score -1777966 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -1778180.250000 Penalty: 911.806091
	Iteration 16Q: 3 clusters Score -1778180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -1778372.125000 Penalty: 911.806091
	Iteration 17Q: 3 clusters Score -1778372 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1778527.000000 Penalty: 911.806091
	Iteration 18Q: 3 clusters Score -1778527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1778617.000000 Penalty: 911.806091
	Iteration 19Q: 3 clusters Score -1778617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -1778652.375000 Penalty: 911.806091
	Iteration 20F: 3 clusters Score -1778652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -1778670.625000 Penalty: 911.806091
	Iteration 21Q: 3 clusters Score -1778671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -1778681.250000 Penalty: 911.806091
	Iteration 22Q: 3 clusters Score -1778681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -1778697.625000 Penalty: 911.806091
	Iteration 23Q: 3 clusters Score -1778698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -1778700.250000 Penalty: 911.806091
	Iteration 24Q: 3 clusters Score -1778700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -1778707.000000 Penalty: 911.806091
	Iteration 25Q: 3 clusters Score -1778707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -1778710.000000 Penalty: 911.806091
	Iteration 26Q: 3 clusters Score -1778710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -1778711.000000 Penalty: 911.806091
	Iteration 27Q: 3 clusters Score -1778711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -1778712.750000 Penalty: 911.806091
	Iteration 28Q: 3 clusters Score -1778713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -1778718.000000 Penalty: 911.806091
	Iteration 29Q: 3 clusters Score -1778718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -1778720.375000 Penalty: 911.806091
	Iteration 30Q: 3 clusters Score -1778720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -1778720.375000 Penalty: 911.806091
	Iteration 31F: 3 clusters Score -1778720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Entering Unmasked Estep 
Score: -2323470.500000 Penalty: 466.887634
	Iteration 0F: 2 clusters Score -2323470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2306052.500000 Penalty: 933.775269
	Iteration 0F: 3 clusters Score -2306052 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2314393.250000 Penalty: 933.775269
	Iteration 1F: 3 clusters Score -2314393 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2315212.500000 Penalty: 933.775269
	Iteration 2F: 3 clusters Score -2315212 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2316667.500000 Penalty: 933.775269
	Iteration 3F: 3 clusters Score -2316668 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2318865.250000 Penalty: 933.775269
	Iteration 4F: 3 clusters Score -2318865 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2321057.500000 Penalty: 933.775269
	Iteration 5F: 3 clusters Score -2321058 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2322330.000000 Penalty: 933.775269
	Iteration 6F: 3 clusters Score -2322330 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2322815.750000 Penalty: 933.775269
	Iteration 7Q: 3 clusters Score -2322816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2322972.250000 Penalty: 933.775269
	Iteration 8Q: 3 clusters Score -2322972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2323033.250000 Penalty: 933.775269
	Iteration 9Q: 3 clusters Score -2323033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -2323047.250000 Penalty: 933.775269
	Iteration 10Q: 3 clusters Score -2323047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2323055.750000 Penalty: 933.775269
	Iteration 11Q: 3 clusters Score -2323056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -2323057.250000 Penalty: 933.775269
	Iteration 12Q: 3 clusters Score -2323057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2323059.750000 Penalty: 933.775269
	Iteration 13Q: 3 clusters Score -2323060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -2323059.750000 Penalty: 933.775269
	Iteration 14F: 3 clusters Score -2323060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -32594.910156 Penalty: 288.566528
	Iteration 0F: 2 clusters Score -32594.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32091.667969 Penalty: 577.133057
	Iteration 0F: 3 clusters Score -32091.67 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -32272.582031 Penalty: 577.133057
	Iteration 1F: 3 clusters Score -32272.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32329.382812 Penalty: 577.133057
	Iteration 2F: 3 clusters Score -32329.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32381.441406 Penalty: 577.133057
	Iteration 3F: 3 clusters Score -32381.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32414.398438 Penalty: 577.133057
	Iteration 4Q: 3 clusters Score -32414.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32435.927734 Penalty: 577.133057
	Iteration 5Q: 3 clusters Score -32435.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32445.494141 Penalty: 577.133057
	Iteration 6Q: 3 clusters Score -32445.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -32450.695312 Penalty: 577.133057
	Iteration 7Q: 3 clusters Score -32450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -32458.300781 Penalty: 577.133057
	Iteration 8Q: 3 clusters Score -32458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32463.070312 Penalty: 577.133057
	Iteration 9Q: 3 clusters Score -32463.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32466.605469 Penalty: 577.133057
	Iteration 10Q: 3 clusters Score -32466.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32467.931641 Penalty: 577.133057
	Iteration 11Q: 3 clusters Score -32467.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32468.257812 Penalty: 577.133057
	Iteration 12Q: 3 clusters Score -32468.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32469.400391 Penalty: 577.133057
	Iteration 13Q: 3 clusters Score -32469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -32469.400391 Penalty: 577.133057
	Iteration 14F: 3 clusters Score -32469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -15096.023438 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -15096.02 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 137 members 
Entering Unmasked Estep 
Score: -14754.458008 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -14754.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14902.655273 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -14902.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14953.280273 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -14953.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14986.273438 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -14986.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14999.089844 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -14999.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15022.189453 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -15022.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15048.586914 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -15048.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15060.585938 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -15060.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15063.386719 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -15063.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15064.869141 Penalty: 518.435486
	Iteration 9Q: 3 clusters Score -15064.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15065.640625 Penalty: 518.435486
	Iteration 10Q: 3 clusters Score -15065.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15065.640625 Penalty: 518.435486
	Iteration 11F: 3 clusters Score -15065.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7897.454590 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7897.455 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 74 members 
Entering Unmasked Estep 
Score: -7663.664062 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7663.664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7732.229004 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7732.229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7755.255859 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7755.256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7764.059570 Penalty: 447.718262
	Iteration 3Q: 3 clusters Score -7764.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -7766.064453 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7766.064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7767.607422 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7767.607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7767.794434 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7767.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7768.132324 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7768.132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7768.132324 Penalty: 447.718262
	Iteration 8F: 3 clusters Score -7768.132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -98646.187500 Penalty: 327.856384
	Iteration 0F: 2 clusters Score -98646.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97657.992188 Penalty: 655.712769
	Iteration 0F: 3 clusters Score -97657.99 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97995.671875 Penalty: 655.712769
	Iteration 1F: 3 clusters Score -97995.67 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98142.203125 Penalty: 655.712769
	Iteration 2F: 3 clusters Score -98142.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -98264.867188 Penalty: 655.712769
	Iteration 3F: 3 clusters Score -98264.87 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -98350.507812 Penalty: 655.712769
	Iteration 4F: 3 clusters Score -98350.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98415.812500 Penalty: 655.712769
	Iteration 5F: 3 clusters Score -98415.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98454.070312 Penalty: 655.712769
	Iteration 6Q: 3 clusters Score -98454.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98473.750000 Penalty: 655.712769
	Iteration 7Q: 3 clusters Score -98473.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98484.820312 Penalty: 655.712769
	Iteration 8Q: 3 clusters Score -98484.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98491.265625 Penalty: 655.712769
	Iteration 9Q: 3 clusters Score -98491.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98492.773438 Penalty: 655.712769
	Iteration 10Q: 3 clusters Score -98492.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98493.960938 Penalty: 655.712769
	Iteration 11Q: 3 clusters Score -98493.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -98494.945312 Penalty: 655.712769
	Iteration 12Q: 3 clusters Score -98494.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98497.835938 Penalty: 655.712769
	Iteration 13Q: 3 clusters Score -98497.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -98499.640625 Penalty: 655.712769
	Iteration 14Q: 3 clusters Score -98499.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -98502.445312 Penalty: 655.712769
	Iteration 15Q: 3 clusters Score -98502.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -98503.406250 Penalty: 655.712769
	Iteration 16Q: 3 clusters Score -98503.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -98503.640625 Penalty: 655.712769
	Iteration 17Q: 3 clusters Score -98503.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98504.070312 Penalty: 655.712769
	Iteration 18Q: 3 clusters Score -98504.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98504.390625 Penalty: 655.712769
	Iteration 19Q: 3 clusters Score -98504.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -98504.390625 Penalty: 655.712769
	Iteration 20F: 3 clusters Score -98504.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -381278.312500 Penalty: 390.822876
	Iteration 0F: 2 clusters Score -381278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -377630.250000 Penalty: 781.645752
	Iteration 0F: 3 clusters Score -377630.2 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -379145.687500 Penalty: 781.645752
	Iteration 1F: 3 clusters Score -379145.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -379459.281250 Penalty: 781.645752
	Iteration 2F: 3 clusters Score -379459.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -379740.437500 Penalty: 781.645752
	Iteration 3F: 3 clusters Score -379740.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -379998.843750 Penalty: 781.645752
	Iteration 4F: 3 clusters Score -379998.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -380249.750000 Penalty: 781.645752
	Iteration 5F: 3 clusters Score -380249.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -380493.593750 Penalty: 781.645752
	Iteration 6F: 3 clusters Score -380493.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -380642.375000 Penalty: 781.645752
	Iteration 7Q: 3 clusters Score -380642.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -380733.156250 Penalty: 781.645752
	Iteration 8Q: 3 clusters Score -380733.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -380781.937500 Penalty: 781.645752
	Iteration 9Q: 3 clusters Score -380781.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -380821.218750 Penalty: 781.645752
	Iteration 10Q: 3 clusters Score -380821.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -380843.500000 Penalty: 781.645752
	Iteration 11Q: 3 clusters Score -380843.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -380862.093750 Penalty: 781.645752
	Iteration 12Q: 3 clusters Score -380862.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -380879.281250 Penalty: 781.645752
	Iteration 13Q: 3 clusters Score -380879.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -380896.562500 Penalty: 781.645752
	Iteration 14Q: 3 clusters Score -380896.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -380905.500000 Penalty: 781.645752
	Iteration 15Q: 3 clusters Score -380905.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -380912.000000 Penalty: 781.645752
	Iteration 16Q: 3 clusters Score -380912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -380916.531250 Penalty: 781.645752
	Iteration 17Q: 3 clusters Score -380916.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -380920.218750 Penalty: 781.645752
	Iteration 18Q: 3 clusters Score -380920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -380925.250000 Penalty: 781.645752
	Iteration 19Q: 3 clusters Score -380925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -380928.375000 Penalty: 781.645752
	Iteration 20F: 3 clusters Score -380928.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -380930.031250 Penalty: 781.645752
	Iteration 21Q: 3 clusters Score -380930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -380932.218750 Penalty: 781.645752
	Iteration 22Q: 3 clusters Score -380932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -380934.625000 Penalty: 781.645752
	Iteration 23Q: 3 clusters Score -380934.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -380937.781250 Penalty: 781.645752
	Iteration 24Q: 3 clusters Score -380937.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -380940.437500 Penalty: 781.645752
	Iteration 25Q: 3 clusters Score -380940.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -380942.718750 Penalty: 781.645752
	Iteration 26Q: 3 clusters Score -380942.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -380944.156250 Penalty: 781.645752
	Iteration 27Q: 3 clusters Score -380944.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -380946.500000 Penalty: 781.645752
	Iteration 28Q: 3 clusters Score -380946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -380949.031250 Penalty: 781.645752
	Iteration 29Q: 3 clusters Score -380949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -380953.375000 Penalty: 781.645752
	Iteration 30Q: 3 clusters Score -380953.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -380957.281250 Penalty: 781.645752
	Iteration 31Q: 3 clusters Score -380957.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -380962.937500 Penalty: 781.645752
	Iteration 32Q: 3 clusters Score -380962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -380968.343750 Penalty: 781.645752
	Iteration 33Q: 3 clusters Score -380968.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -380976.031250 Penalty: 781.645752
	Iteration 34Q: 3 clusters Score -380976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -380985.125000 Penalty: 781.645752
	Iteration 35Q: 3 clusters Score -380985.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -380993.968750 Penalty: 781.645752
	Iteration 36Q: 3 clusters Score -380994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -381006.968750 Penalty: 781.645752
	Iteration 37Q: 3 clusters Score -381007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -381021.656250 Penalty: 781.645752
	Iteration 38Q: 3 clusters Score -381021.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -381035.531250 Penalty: 781.645752
	Iteration 39Q: 3 clusters Score -381035.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -381043.312500 Penalty: 781.645752
	Iteration 40F: 3 clusters Score -381043.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -381054.062500 Penalty: 781.645752
	Iteration 41Q: 3 clusters Score -381054.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -381071.593750 Penalty: 781.645752
	Iteration 42Q: 3 clusters Score -381071.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -381089.531250 Penalty: 781.645752
	Iteration 43Q: 3 clusters Score -381089.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -381100.375000 Penalty: 781.645752
	Iteration 44Q: 3 clusters Score -381100.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -381108.812500 Penalty: 781.645752
	Iteration 45Q: 3 clusters Score -381108.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -381115.500000 Penalty: 781.645752
	Iteration 46Q: 3 clusters Score -381115.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -381120.500000 Penalty: 781.645752
	Iteration 47Q: 3 clusters Score -381120.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -381123.593750 Penalty: 781.645752
	Iteration 48Q: 3 clusters Score -381123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -381125.656250 Penalty: 781.645752
	Iteration 49Q: 3 clusters Score -381125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -381126.625000 Penalty: 781.645752
	Iteration 50Q: 3 clusters Score -381126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -381128.687500 Penalty: 781.645752
	Iteration 51Q: 3 clusters Score -381128.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -381129.375000 Penalty: 781.645752
	Iteration 52Q: 3 clusters Score -381129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -381131.093750 Penalty: 781.645752
	Iteration 53Q: 3 clusters Score -381131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -381131.781250 Penalty: 781.645752
	Iteration 54Q: 3 clusters Score -381131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -381133.187500 Penalty: 781.645752
	Iteration 55Q: 3 clusters Score -381133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -381132.968750 Penalty: 781.645752
	Iteration 56Q: 3 clusters Score -381133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -381133.343750 Penalty: 781.645752
	Iteration 57Q: 3 clusters Score -381133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -381133.906250 Penalty: 781.645752
	Iteration 58Q: 3 clusters Score -381133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -381133.906250 Penalty: 781.645752
	Iteration 59F: 3 clusters Score -381133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.771484 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.77 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 140 members 
Entering Unmasked Estep 
Score: -19514.318359 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19514.32 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19586.812500 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19586.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19629.359375 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19629.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19684.251953 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19684.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19709.859375 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -19709.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19736.529297 Penalty: 517.514771
	Iteration 5F: 3 clusters Score -19736.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19759.857422 Penalty: 517.514771
	Iteration 6F: 3 clusters Score -19759.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19787.236328 Penalty: 517.514771
	Iteration 7F: 3 clusters Score -19787.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19831.796875 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19847.261719 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19847.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19853.201172 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19858.625000 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19858.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19858.625000 Penalty: 517.514771
	Iteration 12F: 3 clusters Score -19858.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -41063.339844 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -41063.34 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 266 members 
Entering Unmasked Estep 
Score: -40560.601562 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -40560.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40741.308594 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -40741.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40804.511719 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -40804.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40831.308594 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -40831.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -40842.300781 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -40842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40849.558594 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -40849.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40854.496094 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -40854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40858.152344 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -40858.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40860.398438 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -40860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40863.613281 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -40863.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40866.851562 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -40866.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40868.441406 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -40868.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40870.042969 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -40870.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40870.917969 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -40870.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40871.476562 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -40871.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40871.890625 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -40871.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40871.890625 Penalty: 573.538330
	Iteration 16F: 3 clusters Score -40871.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (7756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Entering Unmasked Estep 
Score: -628420.375000 Penalty: 407.508087
	Iteration 0F: 2 clusters Score -628420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -623219.562500 Penalty: 815.016174
	Iteration 0F: 3 clusters Score -623219.6 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -625236.375000 Penalty: 815.016174
	Iteration 1F: 3 clusters Score -625236.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -625405.000000 Penalty: 815.016174
	Iteration 2F: 3 clusters Score -625405 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -625618.812500 Penalty: 815.016174
	Iteration 3F: 3 clusters Score -625618.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -625885.937500 Penalty: 815.016174
	Iteration 4F: 3 clusters Score -625885.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -626219.812500 Penalty: 815.016174
	Iteration 5F: 3 clusters Score -626219.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -626648.625000 Penalty: 815.016174
	Iteration 6F: 3 clusters Score -626648.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -627133.250000 Penalty: 815.016174
	Iteration 7F: 3 clusters Score -627133.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -627485.125000 Penalty: 815.016174
	Iteration 8F: 3 clusters Score -627485.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -627629.312500 Penalty: 815.016174
	Iteration 9Q: 3 clusters Score -627629.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -627701.125000 Penalty: 815.016174
	Iteration 10Q: 3 clusters Score -627701.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -627754.437500 Penalty: 815.016174
	Iteration 11Q: 3 clusters Score -627754.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -627817.250000 Penalty: 815.016174
	Iteration 12Q: 3 clusters Score -627817.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -627870.062500 Penalty: 815.016174
	Iteration 13Q: 3 clusters Score -627870.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -627930.312500 Penalty: 815.016174
	Iteration 14Q: 3 clusters Score -627930.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -627982.375000 Penalty: 815.016174
	Iteration 15Q: 3 clusters Score -627982.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -628018.937500 Penalty: 815.016174
	Iteration 16Q: 3 clusters Score -628018.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -628057.625000 Penalty: 815.016174
	Iteration 17Q: 3 clusters Score -628057.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -628083.875000 Penalty: 815.016174
	Iteration 18Q: 3 clusters Score -628083.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -628098.562500 Penalty: 815.016174
	Iteration 19Q: 3 clusters Score -628098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -628113.250000 Penalty: 815.016174
	Iteration 20F: 3 clusters Score -628113.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -628124.250000 Penalty: 815.016174
	Iteration 21Q: 3 clusters Score -628124.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -628133.375000 Penalty: 815.016174
	Iteration 22Q: 3 clusters Score -628133.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -628139.062500 Penalty: 815.016174
	Iteration 23Q: 3 clusters Score -628139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -628142.500000 Penalty: 815.016174
	Iteration 24Q: 3 clusters Score -628142.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -628143.062500 Penalty: 815.016174
	Iteration 25Q: 3 clusters Score -628143.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -628143.000000 Penalty: 815.016174
	Iteration 26Q: 3 clusters Score -628143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -628143.375000 Penalty: 815.016174
	Iteration 27Q: 3 clusters Score -628143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -628144.187500 Penalty: 815.016174
	Iteration 28Q: 3 clusters Score -628144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -628143.625000 Penalty: 815.016174
	Iteration 29Q: 3 clusters Score -628143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -628141.937500 Penalty: 815.016174
	Iteration 30Q: 3 clusters Score -628141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -628140.437500 Penalty: 815.016174
	Iteration 31Q: 3 clusters Score -628140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -628139.625000 Penalty: 815.016174
	Iteration 32Q: 3 clusters Score -628139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -628142.000000 Penalty: 815.016174
	Iteration 33Q: 3 clusters Score -628142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -628142.937500 Penalty: 815.016174
	Iteration 34Q: 3 clusters Score -628142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -628142.500000 Penalty: 815.016174
	Iteration 35Q: 3 clusters Score -628142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -628142.125000 Penalty: 815.016174
	Iteration 36Q: 3 clusters Score -628142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -628141.937500 Penalty: 815.016174
	Iteration 37Q: 3 clusters Score -628141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -628143.750000 Penalty: 815.016174
	Iteration 38Q: 3 clusters Score -628143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -628143.500000 Penalty: 815.016174
	Iteration 39Q: 3 clusters Score -628143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -628145.062500 Penalty: 815.016174
	Iteration 40F: 3 clusters Score -628145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -628144.500000 Penalty: 815.016174
	Iteration 41Q: 3 clusters Score -628144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -628144.375000 Penalty: 815.016174
	Iteration 42Q: 3 clusters Score -628144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -628144.375000 Penalty: 815.016174
	Iteration 43Q: 3 clusters Score -628144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -628144.125000 Penalty: 815.016174
	Iteration 44Q: 3 clusters Score -628144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -628144.562500 Penalty: 815.016174
	Iteration 45Q: 3 clusters Score -628144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -628144.125000 Penalty: 815.016174
	Iteration 46Q: 3 clusters Score -628144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -628143.250000 Penalty: 815.016174
	Iteration 47Q: 3 clusters Score -628143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -628144.000000 Penalty: 815.016174
	Iteration 48Q: 3 clusters Score -628144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -628144.625000 Penalty: 815.016174
	Iteration 49Q: 3 clusters Score -628144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -628144.625000 Penalty: 815.016174
	Iteration 50F: 3 clusters Score -628144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -100173.625000 Penalty: 326.065094
	Iteration 0F: 2 clusters Score -100173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99172.312500 Penalty: 652.130188
	Iteration 0F: 3 clusters Score -99172.31 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99470.585938 Penalty: 652.130188
	Iteration 1F: 3 clusters Score -99470.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99508.687500 Penalty: 652.130188
	Iteration 2F: 3 clusters Score -99508.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99536.703125 Penalty: 652.130188
	Iteration 3Q: 3 clusters Score -99536.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99562.593750 Penalty: 652.130188
	Iteration 4Q: 3 clusters Score -99562.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -99583.789062 Penalty: 652.130188
	Iteration 5Q: 3 clusters Score -99583.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99607.250000 Penalty: 652.130188
	Iteration 6Q: 3 clusters Score -99607.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99637.320312 Penalty: 652.130188
	Iteration 7Q: 3 clusters Score -99637.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99658.484375 Penalty: 652.130188
	Iteration 8Q: 3 clusters Score -99658.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99671.656250 Penalty: 652.130188
	Iteration 9Q: 3 clusters Score -99671.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99693.117188 Penalty: 652.130188
	Iteration 10Q: 3 clusters Score -99693.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99722.437500 Penalty: 652.130188
	Iteration 11Q: 3 clusters Score -99722.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99746.492188 Penalty: 652.130188
	Iteration 12Q: 3 clusters Score -99746.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -99768.617188 Penalty: 652.130188
	Iteration 13Q: 3 clusters Score -99768.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99786.500000 Penalty: 652.130188
	Iteration 14Q: 3 clusters Score -99786.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -99805.640625 Penalty: 652.130188
	Iteration 15Q: 3 clusters Score -99805.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99827.242188 Penalty: 652.130188
	Iteration 16Q: 3 clusters Score -99827.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -99836.851562 Penalty: 652.130188
	Iteration 17Q: 3 clusters Score -99836.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -99840.140625 Penalty: 652.130188
	Iteration 18Q: 3 clusters Score -99840.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -99844.531250 Penalty: 652.130188
	Iteration 19Q: 3 clusters Score -99844.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -99851.226562 Penalty: 652.130188
	Iteration 20F: 3 clusters Score -99851.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -99854.742188 Penalty: 652.130188
	Iteration 21Q: 3 clusters Score -99854.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -99855.734375 Penalty: 652.130188
	Iteration 22Q: 3 clusters Score -99855.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -99858.445312 Penalty: 652.130188
	Iteration 23Q: 3 clusters Score -99858.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99865.789062 Penalty: 652.130188
	Iteration 24Q: 3 clusters Score -99865.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -99869.312500 Penalty: 652.130188
	Iteration 25Q: 3 clusters Score -99869.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -99870.648438 Penalty: 652.130188
	Iteration 26Q: 3 clusters Score -99870.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -99870.789062 Penalty: 652.130188
	Iteration 27Q: 3 clusters Score -99870.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -99871.125000 Penalty: 652.130188
	Iteration 28Q: 3 clusters Score -99871.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -99872.343750 Penalty: 652.130188
	Iteration 29Q: 3 clusters Score -99872.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -99873.101562 Penalty: 652.130188
	Iteration 30Q: 3 clusters Score -99873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -99873.328125 Penalty: 652.130188
	Iteration 31Q: 3 clusters Score -99873.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -99873.890625 Penalty: 652.130188
	Iteration 32Q: 3 clusters Score -99873.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -99875.507812 Penalty: 652.130188
	Iteration 33Q: 3 clusters Score -99875.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -99875.695312 Penalty: 652.130188
	Iteration 34Q: 3 clusters Score -99875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -99875.695312 Penalty: 652.130188
	Iteration 35F: 3 clusters Score -99875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -9291.466797 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -9291.467 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 99 members 
Entering Unmasked Estep 
Score: -9005.441406 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -9005.441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9121.113281 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -9121.113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9153.375977 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -9153.376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9169.195312 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -9169.195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9182.035156 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -9182.035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9187.224609 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -9187.225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9191.814453 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -9191.814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9193.536133 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -9193.536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9197.333008 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -9197.333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9200.827148 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -9200.827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9202.171875 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -9202.172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9202.723633 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -9202.724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9202.723633 Penalty: 485.277405
	Iteration 12F: 3 clusters Score -9202.724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -6084.652832 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -6084.653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5782.875488 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -5782.875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5890.914551 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -5890.915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5927.662598 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -5927.663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5937.021484 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -5937.021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5942.051758 Penalty: 494.070465
	Iteration 4Q: 3 clusters Score -5942.052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5943.569336 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -5943.569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5943.863281 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -5943.863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5943.863281 Penalty: 494.070465
	Iteration 7F: 3 clusters Score -5943.863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -48373.996094 Penalty: 299.545135
	Iteration 0F: 2 clusters Score -48374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47726.792969 Penalty: 599.090271
	Iteration 0F: 3 clusters Score -47726.79 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47897.207031 Penalty: 599.090271
	Iteration 1F: 3 clusters Score -47897.21 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47948.082031 Penalty: 599.090271
	Iteration 2F: 3 clusters Score -47948.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47991.179688 Penalty: 599.090271
	Iteration 3F: 3 clusters Score -47991.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48017.941406 Penalty: 599.090271
	Iteration 4F: 3 clusters Score -48017.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48048.738281 Penalty: 599.090271
	Iteration 5F: 3 clusters Score -48048.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48063.792969 Penalty: 599.090271
	Iteration 6Q: 3 clusters Score -48063.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48074.585938 Penalty: 599.090271
	Iteration 7Q: 3 clusters Score -48074.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48092.632812 Penalty: 599.090271
	Iteration 8Q: 3 clusters Score -48092.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48116.636719 Penalty: 599.090271
	Iteration 9Q: 3 clusters Score -48116.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48139.121094 Penalty: 599.090271
	Iteration 10Q: 3 clusters Score -48139.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48155.218750 Penalty: 599.090271
	Iteration 11Q: 3 clusters Score -48155.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48163.644531 Penalty: 599.090271
	Iteration 12Q: 3 clusters Score -48163.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48170.535156 Penalty: 599.090271
	Iteration 13Q: 3 clusters Score -48170.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48174.742188 Penalty: 599.090271
	Iteration 14Q: 3 clusters Score -48174.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48178.234375 Penalty: 599.090271
	Iteration 15Q: 3 clusters Score -48178.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48180.609375 Penalty: 599.090271
	Iteration 16Q: 3 clusters Score -48180.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48180.609375 Penalty: 599.090271
	Iteration 17F: 3 clusters Score -48180.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -358783.718750 Penalty: 381.508575
	Iteration 0F: 2 clusters Score -358783.7 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 2194 members 
Entering Unmasked Estep 
Score: -355861.718750 Penalty: 763.017151
	Iteration 0F: 3 clusters Score -355861.7 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -356786.437500 Penalty: 763.017151
	Iteration 1F: 3 clusters Score -356786.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -356863.562500 Penalty: 763.017151
	Iteration 2F: 3 clusters Score -356863.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -356922.437500 Penalty: 763.017151
	Iteration 3Q: 3 clusters Score -356922.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -356972.062500 Penalty: 763.017151
	Iteration 4Q: 3 clusters Score -356972.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -357022.406250 Penalty: 763.017151
	Iteration 5Q: 3 clusters Score -357022.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -357065.000000 Penalty: 763.017151
	Iteration 6Q: 3 clusters Score -357065 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -357113.593750 Penalty: 763.017151
	Iteration 7Q: 3 clusters Score -357113.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -357164.437500 Penalty: 763.017151
	Iteration 8Q: 3 clusters Score -357164.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -357230.875000 Penalty: 763.017151
	Iteration 9Q: 3 clusters Score -357230.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -357308.437500 Penalty: 763.017151
	Iteration 10Q: 3 clusters Score -357308.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -357392.562500 Penalty: 763.017151
	Iteration 11Q: 3 clusters Score -357392.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -357500.343750 Penalty: 763.017151
	Iteration 12Q: 3 clusters Score -357500.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -357603.531250 Penalty: 763.017151
	Iteration 13Q: 3 clusters Score -357603.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -357698.500000 Penalty: 763.017151
	Iteration 14Q: 3 clusters Score -357698.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -357778.843750 Penalty: 763.017151
	Iteration 15Q: 3 clusters Score -357778.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -357834.531250 Penalty: 763.017151
	Iteration 16Q: 3 clusters Score -357834.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -357874.687500 Penalty: 763.017151
	Iteration 17Q: 3 clusters Score -357874.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -357911.718750 Penalty: 763.017151
	Iteration 18Q: 3 clusters Score -357911.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -357942.093750 Penalty: 763.017151
	Iteration 19Q: 3 clusters Score -357942.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -357969.062500 Penalty: 763.017151
	Iteration 20F: 3 clusters Score -357969.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -357995.406250 Penalty: 763.017151
	Iteration 21Q: 3 clusters Score -357995.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -358026.187500 Penalty: 763.017151
	Iteration 22Q: 3 clusters Score -358026.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -358056.500000 Penalty: 763.017151
	Iteration 23Q: 3 clusters Score -358056.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -358085.281250 Penalty: 763.017151
	Iteration 24Q: 3 clusters Score -358085.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -358114.656250 Penalty: 763.017151
	Iteration 25Q: 3 clusters Score -358114.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -358139.562500 Penalty: 763.017151
	Iteration 26Q: 3 clusters Score -358139.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -358177.062500 Penalty: 763.017151
	Iteration 27Q: 3 clusters Score -358177.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -358213.312500 Penalty: 763.017151
	Iteration 28Q: 3 clusters Score -358213.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -358240.218750 Penalty: 763.017151
	Iteration 29Q: 3 clusters Score -358240.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -358277.718750 Penalty: 763.017151
	Iteration 30Q: 3 clusters Score -358277.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -358314.281250 Penalty: 763.017151
	Iteration 31Q: 3 clusters Score -358314.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -358342.812500 Penalty: 763.017151
	Iteration 32Q: 3 clusters Score -358342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -358364.843750 Penalty: 763.017151
	Iteration 33Q: 3 clusters Score -358364.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -358382.031250 Penalty: 763.017151
	Iteration 34Q: 3 clusters Score -358382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -358394.625000 Penalty: 763.017151
	Iteration 35Q: 3 clusters Score -358394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -358410.250000 Penalty: 763.017151
	Iteration 36Q: 3 clusters Score -358410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -358421.312500 Penalty: 763.017151
	Iteration 37Q: 3 clusters Score -358421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -358426.781250 Penalty: 763.017151
	Iteration 38Q: 3 clusters Score -358426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -358433.781250 Penalty: 763.017151
	Iteration 39Q: 3 clusters Score -358433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -358437.531250 Penalty: 763.017151
	Iteration 40F: 3 clusters Score -358437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -358440.687500 Penalty: 763.017151
	Iteration 41Q: 3 clusters Score -358440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -358443.250000 Penalty: 763.017151
	Iteration 42Q: 3 clusters Score -358443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -358446.875000 Penalty: 763.017151
	Iteration 43Q: 3 clusters Score -358446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -358448.937500 Penalty: 763.017151
	Iteration 44Q: 3 clusters Score -358448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -358451.875000 Penalty: 763.017151
	Iteration 45Q: 3 clusters Score -358451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -358454.156250 Penalty: 763.017151
	Iteration 46Q: 3 clusters Score -358454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -358455.968750 Penalty: 763.017151
	Iteration 47Q: 3 clusters Score -358456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -358455.968750 Penalty: 763.017151
	Iteration 48F: 3 clusters Score -358456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -21570.746094 Penalty: 265.350647
	Iteration 0F: 2 clusters Score -21570.75 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 180 members 
Entering Unmasked Estep 
Score: -21180.943359 Penalty: 530.701294
	Iteration 0F: 3 clusters Score -21180.94 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21290.576172 Penalty: 530.701294
	Iteration 1F: 3 clusters Score -21290.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21325.759766 Penalty: 530.701294
	Iteration 2F: 3 clusters Score -21325.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21343.208984 Penalty: 530.701294
	Iteration 3Q: 3 clusters Score -21343.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21366.347656 Penalty: 530.701294
	Iteration 4Q: 3 clusters Score -21366.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21386.066406 Penalty: 530.701294
	Iteration 5Q: 3 clusters Score -21386.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21413.003906 Penalty: 530.701294
	Iteration 6F: 3 clusters Score -21413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21426.830078 Penalty: 530.701294
	Iteration 7Q: 3 clusters Score -21426.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21431.765625 Penalty: 530.701294
	Iteration 8Q: 3 clusters Score -21431.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21437.468750 Penalty: 530.701294
	Iteration 9Q: 3 clusters Score -21437.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21443.140625 Penalty: 530.701294
	Iteration 10Q: 3 clusters Score -21443.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21444.646484 Penalty: 530.701294
	Iteration 11Q: 3 clusters Score -21444.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -21444.646484 Penalty: 530.701294
	Iteration 12F: 3 clusters Score -21444.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -77662.039062 Penalty: 321.910828
	Iteration 0F: 2 clusters Score -77662.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76775.804688 Penalty: 643.821655
	Iteration 0F: 3 clusters Score -76775.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77252.390625 Penalty: 643.821655
	Iteration 1F: 3 clusters Score -77252.39 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77465.390625 Penalty: 643.821655
	Iteration 2F: 3 clusters Score -77465.39 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77585.085938 Penalty: 643.821655
	Iteration 3F: 3 clusters Score -77585.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77630.445312 Penalty: 643.821655
	Iteration 4Q: 3 clusters Score -77630.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -77650.734375 Penalty: 643.821655
	Iteration 5Q: 3 clusters Score -77650.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77659.789062 Penalty: 643.821655
	Iteration 6Q: 3 clusters Score -77659.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -77663.914062 Penalty: 643.821655
	Iteration 7Q: 3 clusters Score -77663.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77667.046875 Penalty: 643.821655
	Iteration 8Q: 3 clusters Score -77667.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77668.726562 Penalty: 643.821655
	Iteration 9Q: 3 clusters Score -77668.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77669.835938 Penalty: 643.821655
	Iteration 10Q: 3 clusters Score -77669.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77670.726562 Penalty: 643.821655
	Iteration 11Q: 3 clusters Score -77670.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77670.984375 Penalty: 643.821655
	Iteration 12Q: 3 clusters Score -77670.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77670.984375 Penalty: 643.821655
	Iteration 13F: 3 clusters Score -77670.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 37473 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Mstep: Class 69 contains 208 members 
Entering Unmasked Estep 
Score: -42159784.000000 Penalty: 41533.613281
Splitting cluster 51 changes total score from -42158176.000000 to -42159784.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 52 (37473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Entering Unmasked Estep 
Score: -3029334.000000 Penalty: 479.177612
	Iteration 0F: 2 clusters Score -3029334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3008979.250000 Penalty: 958.355225
	Iteration 0F: 3 clusters Score -3008979 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3019744.500000 Penalty: 958.355225
	Iteration 1F: 3 clusters Score -3019744 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3020237.500000 Penalty: 958.355225
	Iteration 2F: 3 clusters Score -3020238 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3021144.250000 Penalty: 958.355225
	Iteration 3F: 3 clusters Score -3021144 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3022654.500000 Penalty: 958.355225
	Iteration 4F: 3 clusters Score -3022654 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3024515.250000 Penalty: 958.355225
	Iteration 5F: 3 clusters Score -3024515 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3025825.250000 Penalty: 958.355225
	Iteration 6F: 3 clusters Score -3025825 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3026357.250000 Penalty: 958.355225
	Iteration 7Q: 3 clusters Score -3026357 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3026463.500000 Penalty: 958.355225
	Iteration 8Q: 3 clusters Score -3026464 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3026532.750000 Penalty: 958.355225
	Iteration 9Q: 3 clusters Score -3026533 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3026593.250000 Penalty: 958.355225
	Iteration 10Q: 3 clusters Score -3026593 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3026619.500000 Penalty: 958.355225
	Iteration 11Q: 3 clusters Score -3026620 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3026701.250000 Penalty: 958.355225
	Iteration 12Q: 3 clusters Score -3026701 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3026727.500000 Penalty: 958.355225
	Iteration 13Q: 3 clusters Score -3026728 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3026806.250000 Penalty: 958.355225
	Iteration 14Q: 3 clusters Score -3026806 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3026870.500000 Penalty: 958.355225
	Iteration 15Q: 3 clusters Score -3026870 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3026966.000000 Penalty: 958.355225
	Iteration 16Q: 3 clusters Score -3026966 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3027039.750000 Penalty: 958.355225
	Iteration 17Q: 3 clusters Score -3027040 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3027122.750000 Penalty: 958.355225
	Iteration 18Q: 3 clusters Score -3027123 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3027209.500000 Penalty: 958.355225
	Iteration 19Q: 3 clusters Score -3027210 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3027297.750000 Penalty: 958.355225
	Iteration 20F: 3 clusters Score -3027298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3027342.250000 Penalty: 958.355225
	Iteration 21Q: 3 clusters Score -3027342 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3027376.250000 Penalty: 958.355225
	Iteration 22Q: 3 clusters Score -3027376 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3027403.500000 Penalty: 958.355225
	Iteration 23Q: 3 clusters Score -3027404 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3027438.250000 Penalty: 958.355225
	Iteration 24Q: 3 clusters Score -3027438 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3027481.500000 Penalty: 958.355225
	Iteration 25Q: 3 clusters Score -3027482 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3027544.250000 Penalty: 958.355225
	Iteration 26Q: 3 clusters Score -3027544 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3027546.250000 Penalty: 958.355225
	Iteration 27Q: 3 clusters Score -3027546 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3027567.250000 Penalty: 958.355225
	Iteration 28Q: 3 clusters Score -3027567 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3027572.000000 Penalty: 958.355225
	Iteration 29Q: 3 clusters Score -3027572 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3027582.250000 Penalty: 958.355225
	Iteration 30Q: 3 clusters Score -3027582 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3027544.250000 Penalty: 958.355225
	Iteration 31Q: 3 clusters Score -3027544 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3027456.750000 Penalty: 958.355225
	Iteration 32Q: 3 clusters Score -3027457 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3027429.750000 Penalty: 958.355225
	Iteration 33Q: 3 clusters Score -3027430 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3027342.500000 Penalty: 958.355225
	Iteration 34Q: 3 clusters Score -3027342 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3027283.500000 Penalty: 958.355225
	Iteration 35Q: 3 clusters Score -3027284 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3027262.250000 Penalty: 958.355225
	Iteration 36Q: 3 clusters Score -3027262 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3027121.500000 Penalty: 958.355225
	Iteration 37Q: 3 clusters Score -3027122 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3027011.750000 Penalty: 958.355225
	Iteration 38Q: 3 clusters Score -3027012 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3026852.500000 Penalty: 958.355225
	Iteration 39Q: 3 clusters Score -3026852 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3027345.000000 Penalty: 958.355225
	Iteration 40F: 3 clusters Score -3027345 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3027600.750000 Penalty: 958.355225
	Iteration 41Q: 3 clusters Score -3027601 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3027838.250000 Penalty: 958.355225
	Iteration 42Q: 3 clusters Score -3027838 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3028166.250000 Penalty: 958.355225
	Iteration 43Q: 3 clusters Score -3028166 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -3028469.750000 Penalty: 958.355225
	Iteration 44Q: 3 clusters Score -3028470 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -3028794.250000 Penalty: 958.355225
	Iteration 45Q: 3 clusters Score -3028794 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -3029095.750000 Penalty: 958.355225
	Iteration 46Q: 3 clusters Score -3029096 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3029442.500000 Penalty: 958.355225
	Iteration 47Q: 3 clusters Score -3029442 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -3029630.750000 Penalty: 958.355225
	Iteration 48Q: 3 clusters Score -3029631 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -3029793.250000 Penalty: 958.355225
	Iteration 49Q: 3 clusters Score -3029793 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -3029932.500000 Penalty: 958.355225
	Iteration 50Q: 3 clusters Score -3029932 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3030028.750000 Penalty: 958.355225
	Iteration 51Q: 3 clusters Score -3030029 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -3030133.500000 Penalty: 958.355225
	Iteration 52Q: 3 clusters Score -3030134 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -3030231.750000 Penalty: 958.355225
	Iteration 53Q: 3 clusters Score -3030232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -3030290.000000 Penalty: 958.355225
	Iteration 54Q: 3 clusters Score -3030290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -3030369.500000 Penalty: 958.355225
	Iteration 55Q: 3 clusters Score -3030370 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3030446.500000 Penalty: 958.355225
	Iteration 56Q: 3 clusters Score -3030446 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -3030497.750000 Penalty: 958.355225
	Iteration 57Q: 3 clusters Score -3030498 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -3030531.500000 Penalty: 958.355225
	Iteration 58Q: 3 clusters Score -3030532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3030575.500000 Penalty: 958.355225
	Iteration 59Q: 3 clusters Score -3030576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -3030673.000000 Penalty: 958.355225
	Iteration 60F: 3 clusters Score -3030673 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -3030724.250000 Penalty: 958.355225
	Iteration 61Q: 3 clusters Score -3030724 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -3030829.500000 Penalty: 958.355225
	Iteration 62Q: 3 clusters Score -3030830 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3030914.000000 Penalty: 958.355225
	Iteration 63Q: 3 clusters Score -3030914 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -3030994.750000 Penalty: 958.355225
	Iteration 64Q: 3 clusters Score -3030995 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3031036.500000 Penalty: 958.355225
	Iteration 65Q: 3 clusters Score -3031036 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -3031101.750000 Penalty: 958.355225
	Iteration 66Q: 3 clusters Score -3031102 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3031155.750000 Penalty: 958.355225
	Iteration 67Q: 3 clusters Score -3031156 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3031218.250000 Penalty: 958.355225
	Iteration 68Q: 3 clusters Score -3031218 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3031213.750000 Penalty: 958.355225
	Iteration 69Q: 3 clusters Score -3031214 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3031241.500000 Penalty: 958.355225
	Iteration 70Q: 3 clusters Score -3031242 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3031253.750000 Penalty: 958.355225
	Iteration 71Q: 3 clusters Score -3031254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3031280.000000 Penalty: 958.355225
	Iteration 72Q: 3 clusters Score -3031280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3031278.000000 Penalty: 958.355225
	Iteration 73Q: 3 clusters Score -3031278 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3031299.250000 Penalty: 958.355225
	Iteration 74Q: 3 clusters Score -3031299 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3031291.250000 Penalty: 958.355225
	Iteration 75Q: 3 clusters Score -3031291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3031320.250000 Penalty: 958.355225
	Iteration 76Q: 3 clusters Score -3031320 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3031367.000000 Penalty: 958.355225
	Iteration 77Q: 3 clusters Score -3031367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3031408.750000 Penalty: 958.355225
	Iteration 78Q: 3 clusters Score -3031409 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3031447.750000 Penalty: 958.355225
	Iteration 79Q: 3 clusters Score -3031448 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3031553.500000 Penalty: 958.355225
	Iteration 80F: 3 clusters Score -3031554 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3031596.500000 Penalty: 958.355225
	Iteration 81Q: 3 clusters Score -3031596 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3031643.750000 Penalty: 958.355225
	Iteration 82Q: 3 clusters Score -3031644 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3031706.500000 Penalty: 958.355225
	Iteration 83Q: 3 clusters Score -3031706 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3031746.250000 Penalty: 958.355225
	Iteration 84Q: 3 clusters Score -3031746 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3031780.750000 Penalty: 958.355225
	Iteration 85Q: 3 clusters Score -3031781 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3031775.250000 Penalty: 958.355225
	Iteration 86Q: 3 clusters Score -3031775 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3031822.250000 Penalty: 958.355225
	Iteration 87Q: 3 clusters Score -3031822 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3031879.500000 Penalty: 958.355225
	Iteration 88Q: 3 clusters Score -3031880 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3031942.500000 Penalty: 958.355225
	Iteration 89Q: 3 clusters Score -3031942 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3031945.250000 Penalty: 958.355225
	Iteration 90Q: 3 clusters Score -3031945 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3031974.750000 Penalty: 958.355225
	Iteration 91Q: 3 clusters Score -3031975 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3032010.500000 Penalty: 958.355225
	Iteration 92Q: 3 clusters Score -3032010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3032037.000000 Penalty: 958.355225
	Iteration 93Q: 3 clusters Score -3032037 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3032069.500000 Penalty: 958.355225
	Iteration 94Q: 3 clusters Score -3032070 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3032135.250000 Penalty: 958.355225
	Iteration 95Q: 3 clusters Score -3032135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3032183.000000 Penalty: 958.355225
	Iteration 96Q: 3 clusters Score -3032183 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3032195.500000 Penalty: 958.355225
	Iteration 97Q: 3 clusters Score -3032196 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3032191.750000 Penalty: 958.355225
	Iteration 98Q: 3 clusters Score -3032192 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3032249.750000 Penalty: 958.355225
	Iteration 99Q: 3 clusters Score -3032250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3032327.000000 Penalty: 958.355225
	Iteration 100F: 3 clusters Score -3032327 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3032369.500000 Penalty: 958.355225
	Iteration 101Q: 3 clusters Score -3032370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3032393.250000 Penalty: 958.355225
	Iteration 102Q: 3 clusters Score -3032393 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3032445.000000 Penalty: 958.355225
	Iteration 103Q: 3 clusters Score -3032445 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3032450.250000 Penalty: 958.355225
	Iteration 104Q: 3 clusters Score -3032450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3032461.750000 Penalty: 958.355225
	Iteration 105Q: 3 clusters Score -3032462 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3032471.750000 Penalty: 958.355225
	Iteration 106Q: 3 clusters Score -3032472 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3032489.000000 Penalty: 958.355225
	Iteration 107Q: 3 clusters Score -3032489 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3032459.750000 Penalty: 958.355225
	Iteration 108Q: 3 clusters Score -3032460 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3032456.000000 Penalty: 958.355225
	Iteration 109Q: 3 clusters Score -3032456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3032522.000000 Penalty: 958.355225
	Iteration 110Q: 3 clusters Score -3032522 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3032548.500000 Penalty: 958.355225
	Iteration 111Q: 3 clusters Score -3032548 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3032595.500000 Penalty: 958.355225
	Iteration 112Q: 3 clusters Score -3032596 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3032689.250000 Penalty: 958.355225
	Iteration 113Q: 3 clusters Score -3032689 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3032735.250000 Penalty: 958.355225
	Iteration 114Q: 3 clusters Score -3032735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3032783.500000 Penalty: 958.355225
	Iteration 115Q: 3 clusters Score -3032784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3032797.750000 Penalty: 958.355225
	Iteration 116Q: 3 clusters Score -3032798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3032857.250000 Penalty: 958.355225
	Iteration 117Q: 3 clusters Score -3032857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3032869.750000 Penalty: 958.355225
	Iteration 118Q: 3 clusters Score -3032870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3032907.250000 Penalty: 958.355225
	Iteration 119Q: 3 clusters Score -3032907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3032915.750000 Penalty: 958.355225
	Iteration 120F: 3 clusters Score -3032916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3032915.000000 Penalty: 958.355225
	Iteration 121Q: 3 clusters Score -3032915 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3032938.250000 Penalty: 958.355225
	Iteration 122Q: 3 clusters Score -3032938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3032955.250000 Penalty: 958.355225
	Iteration 123Q: 3 clusters Score -3032955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3032981.250000 Penalty: 958.355225
	Iteration 124Q: 3 clusters Score -3032981 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3032985.500000 Penalty: 958.355225
	Iteration 125Q: 3 clusters Score -3032986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3033003.500000 Penalty: 958.355225
	Iteration 126Q: 3 clusters Score -3033004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3033010.000000 Penalty: 958.355225
	Iteration 127Q: 3 clusters Score -3033010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3033007.250000 Penalty: 958.355225
	Iteration 128Q: 3 clusters Score -3033007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3033008.750000 Penalty: 958.355225
	Iteration 129Q: 3 clusters Score -3033009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3033021.500000 Penalty: 958.355225
	Iteration 130Q: 3 clusters Score -3033022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3033018.250000 Penalty: 958.355225
	Iteration 131Q: 3 clusters Score -3033018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3033022.500000 Penalty: 958.355225
	Iteration 132Q: 3 clusters Score -3033022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3033038.000000 Penalty: 958.355225
	Iteration 133Q: 3 clusters Score -3033038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3033040.500000 Penalty: 958.355225
	Iteration 134Q: 3 clusters Score -3033040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3033050.500000 Penalty: 958.355225
	Iteration 135Q: 3 clusters Score -3033050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3033052.250000 Penalty: 958.355225
	Iteration 136Q: 3 clusters Score -3033052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3033057.500000 Penalty: 958.355225
	Iteration 137Q: 3 clusters Score -3033058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3033050.750000 Penalty: 958.355225
	Iteration 138Q: 3 clusters Score -3033051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3033046.000000 Penalty: 958.355225
	Iteration 139Q: 3 clusters Score -3033046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3033041.000000 Penalty: 958.355225
	Iteration 140F: 3 clusters Score -3033041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3033040.500000 Penalty: 958.355225
	Iteration 141Q: 3 clusters Score -3033040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3033042.750000 Penalty: 958.355225
	Iteration 142Q: 3 clusters Score -3033043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -3033039.500000 Penalty: 958.355225
	Iteration 143Q: 3 clusters Score -3033040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3033032.000000 Penalty: 958.355225
	Iteration 144Q: 3 clusters Score -3033032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3033033.000000 Penalty: 958.355225
	Iteration 145Q: 3 clusters Score -3033033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3033039.000000 Penalty: 958.355225
	Iteration 146Q: 3 clusters Score -3033039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3033044.750000 Penalty: 958.355225
	Iteration 147Q: 3 clusters Score -3033045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3033046.250000 Penalty: 958.355225
	Iteration 148Q: 3 clusters Score -3033046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3033046.500000 Penalty: 958.355225
	Iteration 149Q: 3 clusters Score -3033046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3033048.250000 Penalty: 958.355225
	Iteration 150Q: 3 clusters Score -3033048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3033046.250000 Penalty: 958.355225
	Iteration 151Q: 3 clusters Score -3033046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3033043.500000 Penalty: 958.355225
	Iteration 152Q: 3 clusters Score -3033044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3033046.000000 Penalty: 958.355225
	Iteration 153Q: 3 clusters Score -3033046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3033051.250000 Penalty: 958.355225
	Iteration 154Q: 3 clusters Score -3033051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3033043.000000 Penalty: 958.355225
	Iteration 155Q: 3 clusters Score -3033043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3033051.500000 Penalty: 958.355225
	Iteration 156Q: 3 clusters Score -3033052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -3033049.000000 Penalty: 958.355225
	Iteration 157Q: 3 clusters Score -3033049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3033047.000000 Penalty: 958.355225
	Iteration 158Q: 3 clusters Score -3033047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3033047.750000 Penalty: 958.355225
	Iteration 159Q: 3 clusters Score -3033048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3033047.750000 Penalty: 958.355225
	Iteration 160F: 3 clusters Score -3033048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 18937 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 24755 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 18536 members 
Entering Unmasked Estep 
Score: -42163388.000000 Penalty: 42135.550781
Splitting cluster 52 changes total score from -42158176.000000 to -42163388.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 53 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -214695.500000 Penalty: 361.150543
	Iteration 0F: 2 clusters Score -214695.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -212785.890625 Penalty: 722.301086
	Iteration 0F: 3 clusters Score -212785.9 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -213500.750000 Penalty: 722.301086
	Iteration 1F: 3 clusters Score -213500.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -213678.515625 Penalty: 722.301086
	Iteration 2F: 3 clusters Score -213678.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -213862.921875 Penalty: 722.301086
	Iteration 3F: 3 clusters Score -213862.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -214029.421875 Penalty: 722.301086
	Iteration 4F: 3 clusters Score -214029.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -214163.218750 Penalty: 722.301086
	Iteration 5F: 3 clusters Score -214163.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -214287.812500 Penalty: 722.301086
	Iteration 6F: 3 clusters Score -214287.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -214383.000000 Penalty: 722.301086
	Iteration 7Q: 3 clusters Score -214383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -214449.031250 Penalty: 722.301086
	Iteration 8Q: 3 clusters Score -214449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -214507.359375 Penalty: 722.301086
	Iteration 9Q: 3 clusters Score -214507.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -214550.390625 Penalty: 722.301086
	Iteration 10Q: 3 clusters Score -214550.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -214590.468750 Penalty: 722.301086
	Iteration 11Q: 3 clusters Score -214590.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -214621.203125 Penalty: 722.301086
	Iteration 12Q: 3 clusters Score -214621.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -214640.390625 Penalty: 722.301086
	Iteration 13Q: 3 clusters Score -214640.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -214650.921875 Penalty: 722.301086
	Iteration 14Q: 3 clusters Score -214650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -214656.312500 Penalty: 722.301086
	Iteration 15Q: 3 clusters Score -214656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -214662.515625 Penalty: 722.301086
	Iteration 16Q: 3 clusters Score -214662.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -214665.937500 Penalty: 722.301086
	Iteration 17Q: 3 clusters Score -214665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -214667.218750 Penalty: 722.301086
	Iteration 18Q: 3 clusters Score -214667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -214667.921875 Penalty: 722.301086
	Iteration 19Q: 3 clusters Score -214667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -214667.921875 Penalty: 722.301086
	Iteration 20F: 3 clusters Score -214667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -18263.013672 Penalty: 271.225739
	Iteration 0F: 2 clusters Score -18263.01 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 199 members 
Entering Unmasked Estep 
Score: -17871.365234 Penalty: 542.451477
	Iteration 0F: 3 clusters Score -17871.37 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18053.970703 Penalty: 542.451477
	Iteration 1F: 3 clusters Score -18053.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18105.333984 Penalty: 542.451477
	Iteration 2F: 3 clusters Score -18105.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18121.722656 Penalty: 542.451477
	Iteration 3Q: 3 clusters Score -18121.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18125.689453 Penalty: 542.451477
	Iteration 4Q: 3 clusters Score -18125.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18128.902344 Penalty: 542.451477
	Iteration 5Q: 3 clusters Score -18128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18132.929688 Penalty: 542.451477
	Iteration 6Q: 3 clusters Score -18132.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -18136.197266 Penalty: 542.451477
	Iteration 7Q: 3 clusters Score -18136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18139.558594 Penalty: 542.451477
	Iteration 8Q: 3 clusters Score -18139.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18142.382812 Penalty: 542.451477
	Iteration 9Q: 3 clusters Score -18142.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18147.429688 Penalty: 542.451477
	Iteration 10Q: 3 clusters Score -18147.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18151.449219 Penalty: 542.451477
	Iteration 11Q: 3 clusters Score -18151.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -18161.208984 Penalty: 542.451477
	Iteration 12Q: 3 clusters Score -18161.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18167.646484 Penalty: 542.451477
	Iteration 13Q: 3 clusters Score -18167.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -18170.568359 Penalty: 542.451477
	Iteration 14Q: 3 clusters Score -18170.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18171.060547 Penalty: 542.451477
	Iteration 15Q: 3 clusters Score -18171.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18171.060547 Penalty: 542.451477
	Iteration 16F: 3 clusters Score -18171.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -9604.709961 Penalty: 257.028351
	Iteration 0F: 2 clusters Score -9604.71 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 138 members 
Entering Unmasked Estep 
Score: -9268.367188 Penalty: 514.056702
	Iteration 0F: 3 clusters Score -9268.367 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9403.610352 Penalty: 514.056702
	Iteration 1F: 3 clusters Score -9403.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9477.044922 Penalty: 514.056702
	Iteration 2F: 3 clusters Score -9477.045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9521.376953 Penalty: 514.056702
	Iteration 3Q: 3 clusters Score -9521.377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9550.587891 Penalty: 514.056702
	Iteration 4Q: 3 clusters Score -9550.588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -9557.142578 Penalty: 514.056702
	Iteration 5Q: 3 clusters Score -9557.143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9567.853516 Penalty: 514.056702
	Iteration 6Q: 3 clusters Score -9567.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9571.806641 Penalty: 514.056702
	Iteration 7Q: 3 clusters Score -9571.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9574.724609 Penalty: 514.056702
	Iteration 8Q: 3 clusters Score -9574.725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9574.724609 Penalty: 514.056702
	Iteration 9F: 3 clusters Score -9574.725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (25413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Entering Unmasked Estep 
Score: -2061881.375000 Penalty: 461.507233
	Iteration 0F: 2 clusters Score -2061881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2045781.625000 Penalty: 923.014465
	Iteration 0F: 3 clusters Score -2045782 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2052956.375000 Penalty: 923.014465
	Iteration 1F: 3 clusters Score -2052956 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2053350.625000 Penalty: 923.014465
	Iteration 2Q: 3 clusters Score -2053351 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2053994.500000 Penalty: 923.014465
	Iteration 3Q: 3 clusters Score -2053994 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2055089.750000 Penalty: 923.014465
	Iteration 4F: 3 clusters Score -2055090 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2056748.500000 Penalty: 923.014465
	Iteration 5F: 3 clusters Score -2056748 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2058383.250000 Penalty: 923.014465
	Iteration 6F: 3 clusters Score -2058383 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2059233.750000 Penalty: 923.014465
	Iteration 7F: 3 clusters Score -2059234 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2059727.625000 Penalty: 923.014465
	Iteration 8Q: 3 clusters Score -2059728 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2060073.000000 Penalty: 923.014465
	Iteration 9Q: 3 clusters Score -2060073 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2060358.125000 Penalty: 923.014465
	Iteration 10Q: 3 clusters Score -2060358 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2060581.250000 Penalty: 923.014465
	Iteration 11Q: 3 clusters Score -2060581 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2060786.000000 Penalty: 923.014465
	Iteration 12Q: 3 clusters Score -2060786 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2060955.625000 Penalty: 923.014465
	Iteration 13Q: 3 clusters Score -2060956 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2061059.750000 Penalty: 923.014465
	Iteration 14Q: 3 clusters Score -2061060 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2061133.250000 Penalty: 923.014465
	Iteration 15Q: 3 clusters Score -2061133 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2061174.250000 Penalty: 923.014465
	Iteration 16Q: 3 clusters Score -2061174 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2061201.625000 Penalty: 923.014465
	Iteration 17Q: 3 clusters Score -2061202 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2061218.250000 Penalty: 923.014465
	Iteration 18Q: 3 clusters Score -2061218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2061224.250000 Penalty: 923.014465
	Iteration 19Q: 3 clusters Score -2061224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2061229.875000 Penalty: 923.014465
	Iteration 20F: 3 clusters Score -2061230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2061229.125000 Penalty: 923.014465
	Iteration 21Q: 3 clusters Score -2061229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2061227.750000 Penalty: 923.014465
	Iteration 22Q: 3 clusters Score -2061228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2061231.500000 Penalty: 923.014465
	Iteration 23Q: 3 clusters Score -2061232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2061227.250000 Penalty: 923.014465
	Iteration 24Q: 3 clusters Score -2061227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2061222.250000 Penalty: 923.014465
	Iteration 25Q: 3 clusters Score -2061222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2061223.875000 Penalty: 923.014465
	Iteration 26Q: 3 clusters Score -2061224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2061223.750000 Penalty: 923.014465
	Iteration 27Q: 3 clusters Score -2061224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2061224.750000 Penalty: 923.014465
	Iteration 28Q: 3 clusters Score -2061225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2061223.500000 Penalty: 923.014465
	Iteration 29Q: 3 clusters Score -2061224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2061222.000000 Penalty: 923.014465
	Iteration 30Q: 3 clusters Score -2061222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2061221.375000 Penalty: 923.014465
	Iteration 31Q: 3 clusters Score -2061221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2061212.125000 Penalty: 923.014465
	Iteration 32Q: 3 clusters Score -2061212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2061216.125000 Penalty: 923.014465
	Iteration 33Q: 3 clusters Score -2061216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2061221.625000 Penalty: 923.014465
	Iteration 34Q: 3 clusters Score -2061222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2061212.375000 Penalty: 923.014465
	Iteration 35Q: 3 clusters Score -2061212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2061213.375000 Penalty: 923.014465
	Iteration 36Q: 3 clusters Score -2061213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2061207.500000 Penalty: 923.014465
	Iteration 37Q: 3 clusters Score -2061208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2061203.625000 Penalty: 923.014465
	Iteration 38Q: 3 clusters Score -2061204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2061205.625000 Penalty: 923.014465
	Iteration 39Q: 3 clusters Score -2061206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2061204.750000 Penalty: 923.014465
	Iteration 40F: 3 clusters Score -2061205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2061202.625000 Penalty: 923.014465
	Iteration 41Q: 3 clusters Score -2061203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2061207.250000 Penalty: 923.014465
	Iteration 42Q: 3 clusters Score -2061207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2061213.625000 Penalty: 923.014465
	Iteration 43Q: 3 clusters Score -2061214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2061206.000000 Penalty: 923.014465
	Iteration 44Q: 3 clusters Score -2061206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2061207.375000 Penalty: 923.014465
	Iteration 45Q: 3 clusters Score -2061207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2061203.875000 Penalty: 923.014465
	Iteration 46Q: 3 clusters Score -2061204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2061201.750000 Penalty: 923.014465
	Iteration 47Q: 3 clusters Score -2061202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2061205.375000 Penalty: 923.014465
	Iteration 48Q: 3 clusters Score -2061205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2061202.000000 Penalty: 923.014465
	Iteration 49Q: 3 clusters Score -2061202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2061200.250000 Penalty: 923.014465
	Iteration 50Q: 3 clusters Score -2061200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2061201.250000 Penalty: 923.014465
	Iteration 51Q: 3 clusters Score -2061201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2061200.500000 Penalty: 923.014465
	Iteration 52Q: 3 clusters Score -2061200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2061197.125000 Penalty: 923.014465
	Iteration 53Q: 3 clusters Score -2061197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2061195.250000 Penalty: 923.014465
	Iteration 54Q: 3 clusters Score -2061195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2061193.500000 Penalty: 923.014465
	Iteration 55Q: 3 clusters Score -2061194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2061193.250000 Penalty: 923.014465
	Iteration 56Q: 3 clusters Score -2061193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2061192.125000 Penalty: 923.014465
	Iteration 57Q: 3 clusters Score -2061192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2061193.125000 Penalty: 923.014465
	Iteration 58Q: 3 clusters Score -2061193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2061196.625000 Penalty: 923.014465
	Iteration 59Q: 3 clusters Score -2061197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2061198.125000 Penalty: 923.014465
	Iteration 60F: 3 clusters Score -2061198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2061194.375000 Penalty: 923.014465
	Iteration 61Q: 3 clusters Score -2061194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2061193.500000 Penalty: 923.014465
	Iteration 62Q: 3 clusters Score -2061194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2061196.625000 Penalty: 923.014465
	Iteration 63Q: 3 clusters Score -2061197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2061195.250000 Penalty: 923.014465
	Iteration 64Q: 3 clusters Score -2061195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2061198.875000 Penalty: 923.014465
	Iteration 65Q: 3 clusters Score -2061199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2061198.875000 Penalty: 923.014465
	Iteration 66Q: 3 clusters Score -2061199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2061198.875000 Penalty: 923.014465
	Iteration 67F: 3 clusters Score -2061199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -8503.627930 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -8503.628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8295.319336 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -8295.319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8348.525391 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -8348.525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8359.359375 Penalty: 440.101654
	Iteration 2F: 3 clusters Score -8359.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8360.997070 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -8360.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8360.997070 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -8360.997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (17270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Entering Unmasked Estep 
Score: -1399882.125000 Penalty: 443.931030
	Iteration 0F: 2 clusters Score -1399882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1388347.250000 Penalty: 887.862061
	Iteration 0F: 3 clusters Score -1388347 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1393379.000000 Penalty: 887.862061
	Iteration 1F: 3 clusters Score -1393379 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1393883.750000 Penalty: 887.862061
	Iteration 2F: 3 clusters Score -1393884 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1394660.000000 Penalty: 887.862061
	Iteration 3F: 3 clusters Score -1394660 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1395711.750000 Penalty: 887.862061
	Iteration 4F: 3 clusters Score -1395712 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1396868.875000 Penalty: 887.862061
	Iteration 5F: 3 clusters Score -1396869 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1397729.250000 Penalty: 887.862061
	Iteration 6F: 3 clusters Score -1397729 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1398237.625000 Penalty: 887.862061
	Iteration 7Q: 3 clusters Score -1398238 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1398513.750000 Penalty: 887.862061
	Iteration 8Q: 3 clusters Score -1398514 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1398712.250000 Penalty: 887.862061
	Iteration 9Q: 3 clusters Score -1398712 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1398872.125000 Penalty: 887.862061
	Iteration 10Q: 3 clusters Score -1398872 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1399012.500000 Penalty: 887.862061
	Iteration 11Q: 3 clusters Score -1399012 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1399145.250000 Penalty: 887.862061
	Iteration 12Q: 3 clusters Score -1399145 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1399246.500000 Penalty: 887.862061
	Iteration 13Q: 3 clusters Score -1399246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1399312.500000 Penalty: 887.862061
	Iteration 14Q: 3 clusters Score -1399312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1399369.375000 Penalty: 887.862061
	Iteration 15Q: 3 clusters Score -1399369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1399419.750000 Penalty: 887.862061
	Iteration 16Q: 3 clusters Score -1399420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -1399439.250000 Penalty: 887.862061
	Iteration 17Q: 3 clusters Score -1399439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1399450.875000 Penalty: 887.862061
	Iteration 18Q: 3 clusters Score -1399451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -1399465.625000 Penalty: 887.862061
	Iteration 19Q: 3 clusters Score -1399466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1399471.000000 Penalty: 887.862061
	Iteration 20F: 3 clusters Score -1399471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1399473.500000 Penalty: 887.862061
	Iteration 21Q: 3 clusters Score -1399474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1399477.000000 Penalty: 887.862061
	Iteration 22Q: 3 clusters Score -1399477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1399480.250000 Penalty: 887.862061
	Iteration 23Q: 3 clusters Score -1399480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1399484.625000 Penalty: 887.862061
	Iteration 24Q: 3 clusters Score -1399485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1399488.500000 Penalty: 887.862061
	Iteration 25Q: 3 clusters Score -1399488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1399490.375000 Penalty: 887.862061
	Iteration 26Q: 3 clusters Score -1399490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1399491.125000 Penalty: 887.862061
	Iteration 27Q: 3 clusters Score -1399491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1399491.125000 Penalty: 887.862061
	Iteration 28F: 3 clusters Score -1399491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13923.678711 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13923.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13967.340820 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13967.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13980.454102 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -13980.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13989.185547 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -13989.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13991.162109 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -13991.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13994.485352 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -13994.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13996.750000 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -13996.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13996.750000 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -13996.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (23448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Entering Unmasked Estep 
Score: -1893415.625000 Penalty: 457.845581
	Iteration 0F: 2 clusters Score -1893416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1878376.750000 Penalty: 915.691162
	Iteration 0F: 3 clusters Score -1878377 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1884973.375000 Penalty: 915.691162
	Iteration 1F: 3 clusters Score -1884973 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1885329.875000 Penalty: 915.691162
	Iteration 2Q: 3 clusters Score -1885330 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1885852.250000 Penalty: 915.691162
	Iteration 3Q: 3 clusters Score -1885852 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1886717.250000 Penalty: 915.691162
	Iteration 4F: 3 clusters Score -1886717 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1887938.750000 Penalty: 915.691162
	Iteration 5F: 3 clusters Score -1887939 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1889042.125000 Penalty: 915.691162
	Iteration 6F: 3 clusters Score -1889042 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1889526.750000 Penalty: 915.691162
	Iteration 7Q: 3 clusters Score -1889527 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1889711.500000 Penalty: 915.691162
	Iteration 8Q: 3 clusters Score -1889712 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1889841.000000 Penalty: 915.691162
	Iteration 9Q: 3 clusters Score -1889841 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1889970.125000 Penalty: 915.691162
	Iteration 10Q: 3 clusters Score -1889970 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1890104.000000 Penalty: 915.691162
	Iteration 11Q: 3 clusters Score -1890104 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1890268.750000 Penalty: 915.691162
	Iteration 12Q: 3 clusters Score -1890269 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1890473.500000 Penalty: 915.691162
	Iteration 13Q: 3 clusters Score -1890474 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1890681.750000 Penalty: 915.691162
	Iteration 14Q: 3 clusters Score -1890682 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1890891.375000 Penalty: 915.691162
	Iteration 15Q: 3 clusters Score -1890891 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1891114.750000 Penalty: 915.691162
	Iteration 16Q: 3 clusters Score -1891115 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1891391.500000 Penalty: 915.691162
	Iteration 17Q: 3 clusters Score -1891392 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1891669.625000 Penalty: 915.691162
	Iteration 18Q: 3 clusters Score -1891670 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1891933.500000 Penalty: 915.691162
	Iteration 19Q: 3 clusters Score -1891934 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1892195.625000 Penalty: 915.691162
	Iteration 20F: 3 clusters Score -1892196 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1892415.625000 Penalty: 915.691162
	Iteration 21Q: 3 clusters Score -1892416 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1892601.500000 Penalty: 915.691162
	Iteration 22Q: 3 clusters Score -1892602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1892757.875000 Penalty: 915.691162
	Iteration 23Q: 3 clusters Score -1892758 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1892876.625000 Penalty: 915.691162
	Iteration 24Q: 3 clusters Score -1892877 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1892924.875000 Penalty: 915.691162
	Iteration 25Q: 3 clusters Score -1892925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1892955.000000 Penalty: 915.691162
	Iteration 26Q: 3 clusters Score -1892955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1892970.875000 Penalty: 915.691162
	Iteration 27Q: 3 clusters Score -1892971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1892988.875000 Penalty: 915.691162
	Iteration 28Q: 3 clusters Score -1892989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1892993.625000 Penalty: 915.691162
	Iteration 29Q: 3 clusters Score -1892994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1892994.750000 Penalty: 915.691162
	Iteration 30Q: 3 clusters Score -1892995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -1892997.250000 Penalty: 915.691162
	Iteration 31Q: 3 clusters Score -1892997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1893009.875000 Penalty: 915.691162
	Iteration 32Q: 3 clusters Score -1893010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1893009.875000 Penalty: 915.691162
	Iteration 33F: 3 clusters Score -1893010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -1889208.000000 Penalty: 460.805359
	Iteration 0F: 2 clusters Score -1889208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1872428.625000 Penalty: 921.610718
	Iteration 0F: 3 clusters Score -1872429 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1879315.625000 Penalty: 921.610718
	Iteration 1F: 3 clusters Score -1879316 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1879733.250000 Penalty: 921.610718
	Iteration 2Q: 3 clusters Score -1879733 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1880190.250000 Penalty: 921.610718
	Iteration 3Q: 3 clusters Score -1880190 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1880718.625000 Penalty: 921.610718
	Iteration 4Q: 3 clusters Score -1880719 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1881254.750000 Penalty: 921.610718
	Iteration 5F: 3 clusters Score -1881255 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1881831.125000 Penalty: 921.610718
	Iteration 6Q: 3 clusters Score -1881831 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1882410.000000 Penalty: 921.610718
	Iteration 7Q: 3 clusters Score -1882410 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1883013.750000 Penalty: 921.610718
	Iteration 8Q: 3 clusters Score -1883014 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1883679.125000 Penalty: 921.610718
	Iteration 9Q: 3 clusters Score -1883679 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1884259.125000 Penalty: 921.610718
	Iteration 10Q: 3 clusters Score -1884259 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1884709.125000 Penalty: 921.610718
	Iteration 11Q: 3 clusters Score -1884709 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1885022.000000 Penalty: 921.610718
	Iteration 12Q: 3 clusters Score -1885022 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -1885285.875000 Penalty: 921.610718
	Iteration 13Q: 3 clusters Score -1885286 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1885498.250000 Penalty: 921.610718
	Iteration 14Q: 3 clusters Score -1885498 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1885705.125000 Penalty: 921.610718
	Iteration 15Q: 3 clusters Score -1885705 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1885932.750000 Penalty: 921.610718
	Iteration 16Q: 3 clusters Score -1885933 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -1886158.875000 Penalty: 921.610718
	Iteration 17Q: 3 clusters Score -1886159 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1886414.500000 Penalty: 921.610718
	Iteration 18Q: 3 clusters Score -1886414 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1886695.750000 Penalty: 921.610718
	Iteration 19Q: 3 clusters Score -1886696 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -1886995.375000 Penalty: 921.610718
	Iteration 20F: 3 clusters Score -1886995 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1887284.000000 Penalty: 921.610718
	Iteration 21Q: 3 clusters Score -1887284 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -1887565.500000 Penalty: 921.610718
	Iteration 22Q: 3 clusters Score -1887566 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -1887828.500000 Penalty: 921.610718
	Iteration 23Q: 3 clusters Score -1887828 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1888048.000000 Penalty: 921.610718
	Iteration 24Q: 3 clusters Score -1888048 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -1888235.250000 Penalty: 921.610718
	Iteration 25Q: 3 clusters Score -1888235 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -1888361.000000 Penalty: 921.610718
	Iteration 26Q: 3 clusters Score -1888361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1888460.500000 Penalty: 921.610718
	Iteration 27Q: 3 clusters Score -1888460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -1888564.500000 Penalty: 921.610718
	Iteration 28Q: 3 clusters Score -1888564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -1888626.625000 Penalty: 921.610718
	Iteration 29Q: 3 clusters Score -1888627 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -1888680.250000 Penalty: 921.610718
	Iteration 30Q: 3 clusters Score -1888680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -1888726.750000 Penalty: 921.610718
	Iteration 31Q: 3 clusters Score -1888727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -1888754.750000 Penalty: 921.610718
	Iteration 32Q: 3 clusters Score -1888755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -1888770.000000 Penalty: 921.610718
	Iteration 33Q: 3 clusters Score -1888770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -1888780.500000 Penalty: 921.610718
	Iteration 34Q: 3 clusters Score -1888780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -1888786.375000 Penalty: 921.610718
	Iteration 35Q: 3 clusters Score -1888786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1888788.375000 Penalty: 921.610718
	Iteration 36Q: 3 clusters Score -1888788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1888791.375000 Penalty: 921.610718
	Iteration 37Q: 3 clusters Score -1888791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1888795.750000 Penalty: 921.610718
	Iteration 38Q: 3 clusters Score -1888796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1888796.500000 Penalty: 921.610718
	Iteration 39Q: 3 clusters Score -1888796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1888797.125000 Penalty: 921.610718
	Iteration 40F: 3 clusters Score -1888797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -1888798.000000 Penalty: 921.610718
	Iteration 41Q: 3 clusters Score -1888798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1888800.000000 Penalty: 921.610718
	Iteration 42Q: 3 clusters Score -1888800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -1888801.250000 Penalty: 921.610718
	Iteration 43Q: 3 clusters Score -1888801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -1888801.000000 Penalty: 921.610718
	Iteration 44Q: 3 clusters Score -1888801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1888803.375000 Penalty: 921.610718
	Iteration 45Q: 3 clusters Score -1888803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1888802.750000 Penalty: 921.610718
	Iteration 46Q: 3 clusters Score -1888803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1888802.750000 Penalty: 921.610718
	Iteration 47F: 3 clusters Score -1888803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -12452.097656 Penalty: 246.634354
	Iteration 0F: 2 clusters Score -12452.1 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 104 members 
Entering Unmasked Estep 
Score: -12182.488281 Penalty: 493.268707
	Iteration 0F: 3 clusters Score -12182.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12317.023438 Penalty: 493.268707
	Iteration 1F: 3 clusters Score -12317.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12352.600586 Penalty: 493.268707
	Iteration 2F: 3 clusters Score -12352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12359.563477 Penalty: 493.268707
	Iteration 3Q: 3 clusters Score -12359.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12361.139648 Penalty: 493.268707
	Iteration 4Q: 3 clusters Score -12361.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12362.387695 Penalty: 493.268707
	Iteration 5Q: 3 clusters Score -12362.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12363.219727 Penalty: 493.268707
	Iteration 6Q: 3 clusters Score -12363.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12368.310547 Penalty: 493.268707
	Iteration 7Q: 3 clusters Score -12368.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12368.310547 Penalty: 493.268707
	Iteration 8F: 3 clusters Score -12368.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (24755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Entering Unmasked Estep 
Score: -1996427.375000 Penalty: 460.313629
	Iteration 0F: 2 clusters Score -1996427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1980340.500000 Penalty: 920.627258
	Iteration 0F: 3 clusters Score -1980340 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1987596.625000 Penalty: 920.627258
	Iteration 1F: 3 clusters Score -1987597 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1988233.375000 Penalty: 920.627258
	Iteration 2F: 3 clusters Score -1988233 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1989331.125000 Penalty: 920.627258
	Iteration 3F: 3 clusters Score -1989331 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1991064.500000 Penalty: 920.627258
	Iteration 4F: 3 clusters Score -1991064 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1992808.875000 Penalty: 920.627258
	Iteration 5F: 3 clusters Score -1992809 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1993749.625000 Penalty: 920.627258
	Iteration 6F: 3 clusters Score -1993750 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1994177.000000 Penalty: 920.627258
	Iteration 7Q: 3 clusters Score -1994177 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1994441.375000 Penalty: 920.627258
	Iteration 8Q: 3 clusters Score -1994441 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1994666.375000 Penalty: 920.627258
	Iteration 9Q: 3 clusters Score -1994666 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1994860.500000 Penalty: 920.627258
	Iteration 10Q: 3 clusters Score -1994860 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1995027.125000 Penalty: 920.627258
	Iteration 11Q: 3 clusters Score -1995027 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1995175.625000 Penalty: 920.627258
	Iteration 12Q: 3 clusters Score -1995176 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1995312.875000 Penalty: 920.627258
	Iteration 13Q: 3 clusters Score -1995313 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1995430.625000 Penalty: 920.627258
	Iteration 14Q: 3 clusters Score -1995431 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1995553.375000 Penalty: 920.627258
	Iteration 15Q: 3 clusters Score -1995553 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1995715.375000 Penalty: 920.627258
	Iteration 16Q: 3 clusters Score -1995715 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1995852.125000 Penalty: 920.627258
	Iteration 17Q: 3 clusters Score -1995852 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1995964.000000 Penalty: 920.627258
	Iteration 18Q: 3 clusters Score -1995964 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1996069.250000 Penalty: 920.627258
	Iteration 19Q: 3 clusters Score -1996069 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1996153.375000 Penalty: 920.627258
	Iteration 20F: 3 clusters Score -1996153 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1996237.875000 Penalty: 920.627258
	Iteration 21Q: 3 clusters Score -1996238 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -1996296.750000 Penalty: 920.627258
	Iteration 22Q: 3 clusters Score -1996297 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1996332.750000 Penalty: 920.627258
	Iteration 23Q: 3 clusters Score -1996333 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1996385.375000 Penalty: 920.627258
	Iteration 24Q: 3 clusters Score -1996385 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1996423.375000 Penalty: 920.627258
	Iteration 25Q: 3 clusters Score -1996423 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1996459.375000 Penalty: 920.627258
	Iteration 26Q: 3 clusters Score -1996459 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1996490.500000 Penalty: 920.627258
	Iteration 27Q: 3 clusters Score -1996490 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1996531.375000 Penalty: 920.627258
	Iteration 28Q: 3 clusters Score -1996531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1996549.250000 Penalty: 920.627258
	Iteration 29Q: 3 clusters Score -1996549 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1996562.125000 Penalty: 920.627258
	Iteration 30Q: 3 clusters Score -1996562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1996572.375000 Penalty: 920.627258
	Iteration 31Q: 3 clusters Score -1996572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1996579.125000 Penalty: 920.627258
	Iteration 32Q: 3 clusters Score -1996579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1996578.625000 Penalty: 920.627258
	Iteration 33Q: 3 clusters Score -1996579 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -1996592.875000 Penalty: 920.627258
	Iteration 34Q: 3 clusters Score -1996593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1996597.625000 Penalty: 920.627258
	Iteration 35Q: 3 clusters Score -1996598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1996605.625000 Penalty: 920.627258
	Iteration 36Q: 3 clusters Score -1996606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -1996616.375000 Penalty: 920.627258
	Iteration 37Q: 3 clusters Score -1996616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1996616.000000 Penalty: 920.627258
	Iteration 38Q: 3 clusters Score -1996616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1996623.875000 Penalty: 920.627258
	Iteration 39Q: 3 clusters Score -1996624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -1996627.625000 Penalty: 920.627258
	Iteration 40F: 3 clusters Score -1996628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1996632.125000 Penalty: 920.627258
	Iteration 41Q: 3 clusters Score -1996632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1996633.375000 Penalty: 920.627258
	Iteration 42Q: 3 clusters Score -1996633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1996654.875000 Penalty: 920.627258
	Iteration 43Q: 3 clusters Score -1996655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -1996651.375000 Penalty: 920.627258
	Iteration 44Q: 3 clusters Score -1996651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1996651.750000 Penalty: 920.627258
	Iteration 45Q: 3 clusters Score -1996652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -1996652.625000 Penalty: 920.627258
	Iteration 46Q: 3 clusters Score -1996653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1996656.625000 Penalty: 920.627258
	Iteration 47Q: 3 clusters Score -1996657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1996659.375000 Penalty: 920.627258
	Iteration 48Q: 3 clusters Score -1996659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -1996663.125000 Penalty: 920.627258
	Iteration 49Q: 3 clusters Score -1996663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1996661.125000 Penalty: 920.627258
	Iteration 50Q: 3 clusters Score -1996661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1996658.500000 Penalty: 920.627258
	Iteration 51Q: 3 clusters Score -1996658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1996658.875000 Penalty: 920.627258
	Iteration 52Q: 3 clusters Score -1996659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1996659.250000 Penalty: 920.627258
	Iteration 53Q: 3 clusters Score -1996659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -1996658.750000 Penalty: 920.627258
	Iteration 54Q: 3 clusters Score -1996659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1996657.375000 Penalty: 920.627258
	Iteration 55Q: 3 clusters Score -1996657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -1996656.125000 Penalty: 920.627258
	Iteration 56Q: 3 clusters Score -1996656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1996655.750000 Penalty: 920.627258
	Iteration 57Q: 3 clusters Score -1996656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -1996656.250000 Penalty: 920.627258
	Iteration 58Q: 3 clusters Score -1996656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1996658.875000 Penalty: 920.627258
	Iteration 59Q: 3 clusters Score -1996659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1996662.000000 Penalty: 920.627258
	Iteration 60F: 3 clusters Score -1996662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -1996664.000000 Penalty: 920.627258
	Iteration 61Q: 3 clusters Score -1996664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -1996664.625000 Penalty: 920.627258
	Iteration 62Q: 3 clusters Score -1996665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -1996664.625000 Penalty: 920.627258
	Iteration 63F: 3 clusters Score -1996665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 18937 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 150 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 18536 members 
Mstep: Class 71 contains 20892 members 
Entering Unmasked Estep 
Score: -42163556.000000 Penalty: 42737.484375
Splitting cluster 63 changes total score from -42158176.000000 to -42163556.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 64 (150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Entering Unmasked Estep 
Score: -6263.080566 Penalty: 227.983917
	Iteration 0F: 2 clusters Score -6263.081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6186.208008 Penalty: 455.967834
	Iteration 0F: 3 clusters Score -6186.208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6359.515137 Penalty: 455.967834
	Iteration 1F: 3 clusters Score -6359.515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6412.419434 Penalty: 455.967834
	Iteration 2F: 3 clusters Score -6412.419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6451.586426 Penalty: 455.967834
	Iteration 3Q: 3 clusters Score -6451.586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6465.751465 Penalty: 455.967834
	Iteration 4Q: 3 clusters Score -6465.751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6467.309082 Penalty: 455.967834
	Iteration 5Q: 3 clusters Score -6467.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6467.309082 Penalty: 455.967834
	Iteration 6F: 3 clusters Score -6467.309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 18937 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 40 members 
Mstep: Class 65 contains 24770 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 18536 members 
Mstep: Class 71 contains 20892 members 
Mstep: Class 72 contains 110 members 
Entering Unmasked Estep 
Score: -42163368.000000 Penalty: 43339.421875
Splitting cluster 64 changes total score from -42158176.000000 to -42163368.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 65 (24770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Entering Unmasked Estep 
Score: -2011988.250000 Penalty: 460.341187
	Iteration 0F: 2 clusters Score -2011988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1996675.000000 Penalty: 920.682373
	Iteration 0F: 3 clusters Score -1996675 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2003980.500000 Penalty: 920.682373
	Iteration 1F: 3 clusters Score -2003980 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2005076.750000 Penalty: 920.682373
	Iteration 2F: 3 clusters Score -2005077 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2007248.875000 Penalty: 920.682373
	Iteration 3F: 3 clusters Score -2007249 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2010037.250000 Penalty: 920.682373
	Iteration 4F: 3 clusters Score -2010037 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2011352.500000 Penalty: 920.682373
	Iteration 5F: 3 clusters Score -2011352 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2011766.375000 Penalty: 920.682373
	Iteration 6Q: 3 clusters Score -2011766 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2011956.875000 Penalty: 920.682373
	Iteration 7Q: 3 clusters Score -2011957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2012048.750000 Penalty: 920.682373
	Iteration 8Q: 3 clusters Score -2012049 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2012113.625000 Penalty: 920.682373
	Iteration 9Q: 3 clusters Score -2012114 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2012140.625000 Penalty: 920.682373
	Iteration 10Q: 3 clusters Score -2012141 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2012147.875000 Penalty: 920.682373
	Iteration 11Q: 3 clusters Score -2012148 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2012163.500000 Penalty: 920.682373
	Iteration 12Q: 3 clusters Score -2012164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2012167.500000 Penalty: 920.682373
	Iteration 13Q: 3 clusters Score -2012168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2012168.875000 Penalty: 920.682373
	Iteration 14Q: 3 clusters Score -2012169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2012167.500000 Penalty: 920.682373
	Iteration 15Q: 3 clusters Score -2012168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2012164.875000 Penalty: 920.682373
	Iteration 16Q: 3 clusters Score -2012165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2012162.750000 Penalty: 920.682373
	Iteration 17Q: 3 clusters Score -2012163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2012163.000000 Penalty: 920.682373
	Iteration 18Q: 3 clusters Score -2012163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2012166.375000 Penalty: 920.682373
	Iteration 19Q: 3 clusters Score -2012166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2012161.625000 Penalty: 920.682373
	Iteration 20F: 3 clusters Score -2012162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2012161.875000 Penalty: 920.682373
	Iteration 21Q: 3 clusters Score -2012162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2012166.500000 Penalty: 920.682373
	Iteration 22Q: 3 clusters Score -2012166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2012164.875000 Penalty: 920.682373
	Iteration 23Q: 3 clusters Score -2012165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2012164.125000 Penalty: 920.682373
	Iteration 24Q: 3 clusters Score -2012164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2012164.125000 Penalty: 920.682373
	Iteration 25F: 3 clusters Score -2012164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 8 contains 20843 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 18937 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 40 members 
Mstep: Class 65 contains 13840 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1329 members 
Mstep: Class 68 contains 982 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 18536 members 
Mstep: Class 71 contains 20892 members 
Mstep: Class 72 contains 110 members 
Mstep: Class 73 contains 10930 members 
Entering Unmasked Estep 
Score: -42163496.000000 Penalty: 43941.359375
Splitting cluster 65 changes total score from -42158176.000000 to -42163496.000000
So it's getting split into cluster 73.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 19796 members 
Mstep: Class 4 contains 37216 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 6 contains 23743 members 
Mstep: Class 7 contains 469 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 7893 members 
Mstep: Class 16 contains 2579 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 40301 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13770 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23945 members 
Mstep: Class 30 contains 22340 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22468 members 
Mstep: Class 36 contains 28603 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1347 members 
Mstep: Class 41 contains 5375 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 7756 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 228 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 4380 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 974 members 
Mstep: Class 52 contains 18937 members 
Mstep: Class 53 contains 2800 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 284 members 
Mstep: Class 56 contains 25413 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17270 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23448 members 
Mstep: Class 61 contains 25024 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 64 contains 40 members 
Mstep: Class 65 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 64. Lose 410.069824 but Gain 601.937500
Score: -42165796.000000 Penalty: 43339.421875
Iteration 159Q: 73 clusters Score -4.21658e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1363 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 37224 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 23191 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 20033 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3221 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 8093 members 
Mstep: Class 16 contains 2581 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 40302 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 18632 members 
Mstep: Class 23 contains 778 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13764 members 
Mstep: Class 26 contains 2963 members 
Mstep: Class 27 contains 1402 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 24150 members 
Mstep: Class 30 contains 22010 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 246 members 
Mstep: Class 33 contains 26700 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 22498 members 
Mstep: Class 36 contains 28765 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 298 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1344 members 
Mstep: Class 41 contains 5363 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 7626 members 
Mstep: Class 45 contains 1292 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 245 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4337 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1028 members 
Mstep: Class 52 contains 19686 members 
Mstep: Class 53 contains 2798 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 293 members 
Mstep: Class 56 contains 25491 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17678 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22981 members 
Mstep: Class 61 contains 25280 members 
Mstep: Class 62 contains 226 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 65 contains 13721 members 
Mstep: Class 66 contains 693 members 
Mstep: Class 67 contains 1327 members 
Mstep: Class 68 contains 969 members 
Mstep: Class 69 contains 200 members 
Mstep: Class 70 contains 18605 members 
Mstep: Class 71 contains 20661 members 
Mstep: Class 72 contains 108 members 
Mstep: Class 73 contains 10883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168292.000000 Penalty: 43339.421875
Iteration 160F: 73 clusters Score -4.216829e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 19404 members 
Mstep: Class 4 contains 37223 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 22658 members 
Mstep: Class 7 contains 468 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 40006 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 776 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13734 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 1359 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 24013 members 
Mstep: Class 30 contains 21731 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 245 members 
Mstep: Class 33 contains 26618 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22475 members 
Mstep: Class 36 contains 28428 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1332 members 
Mstep: Class 41 contains 5335 members 
Mstep: Class 42 contains 294 members 
Mstep: Class 43 contains 545 members 
Mstep: Class 44 contains 7478 members 
Mstep: Class 45 contains 1291 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 242 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4279 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1060 members 
Mstep: Class 52 contains 20317 members 
Mstep: Class 53 contains 2804 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 25026 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 17938 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22671 members 
Mstep: Class 61 contains 25048 members 
Mstep: Class 62 contains 228 members 
Mstep: Class 63 contains 3863 members 
Mstep: Class 65 contains 13553 members 
Mstep: Class 66 contains 798 members 
Mstep: Class 67 contains 1438 members 
Mstep: Class 68 contains 1050 members 
Mstep: Class 69 contains 203 members 
Mstep: Class 70 contains 18741 members 
Mstep: Class 71 contains 21792 members 
Mstep: Class 72 contains 118 members 
Mstep: Class 73 contains 10989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169636.000000 Penalty: 43339.421875
Iteration 161Q: 73 clusters Score -4.216964e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 19239 members 
Mstep: Class 4 contains 37220 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 22181 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39816 members 
Mstep: Class 19 contains 3120 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 19510 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13689 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1337 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 23926 members 
Mstep: Class 30 contains 21430 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 26586 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22441 members 
Mstep: Class 36 contains 27995 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1326 members 
Mstep: Class 41 contains 5327 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 7311 members 
Mstep: Class 45 contains 1293 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 4243 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1081 members 
Mstep: Class 52 contains 20929 members 
Mstep: Class 53 contains 2812 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 288 members 
Mstep: Class 56 contains 24520 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18121 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22614 members 
Mstep: Class 61 contains 24900 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 3940 members 
Mstep: Class 65 contains 13418 members 
Mstep: Class 66 contains 840 members 
Mstep: Class 67 contains 1500 members 
Mstep: Class 68 contains 1095 members 
Mstep: Class 69 contains 202 members 
Mstep: Class 70 contains 18711 members 
Mstep: Class 71 contains 22919 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 11025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170300.000000 Penalty: 43339.421875
Iteration 162Q: 73 clusters Score -4.21703e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 19125 members 
Mstep: Class 4 contains 37239 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 21802 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 20734 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 6238 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39663 members 
Mstep: Class 19 contains 3115 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 19849 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13638 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 23832 members 
Mstep: Class 30 contains 21137 members 
Mstep: Class 31 contains 342 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26584 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22413 members 
Mstep: Class 36 contains 27542 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1323 members 
Mstep: Class 41 contains 5329 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 7162 members 
Mstep: Class 45 contains 1290 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 4219 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1090 members 
Mstep: Class 52 contains 21496 members 
Mstep: Class 53 contains 2822 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 24032 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18298 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22664 members 
Mstep: Class 61 contains 24785 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4006 members 
Mstep: Class 65 contains 13287 members 
Mstep: Class 66 contains 866 members 
Mstep: Class 67 contains 1542 members 
Mstep: Class 68 contains 1127 members 
Mstep: Class 69 contains 201 members 
Mstep: Class 70 contains 18641 members 
Mstep: Class 71 contains 23986 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170756.000000 Penalty: 43339.421875
Iteration 163Q: 73 clusters Score -4.217076e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 19015 members 
Mstep: Class 4 contains 37242 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 21439 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 20825 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 8684 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39497 members 
Mstep: Class 19 contains 3106 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 20157 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13595 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 1329 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 23754 members 
Mstep: Class 30 contains 20852 members 
Mstep: Class 31 contains 348 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26586 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22373 members 
Mstep: Class 36 contains 27047 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1322 members 
Mstep: Class 41 contains 5331 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 7023 members 
Mstep: Class 45 contains 1294 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4206 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1093 members 
Mstep: Class 52 contains 21998 members 
Mstep: Class 53 contains 2825 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 23565 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 18511 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22805 members 
Mstep: Class 61 contains 24684 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4065 members 
Mstep: Class 65 contains 13214 members 
Mstep: Class 66 contains 878 members 
Mstep: Class 67 contains 1574 members 
Mstep: Class 68 contains 1154 members 
Mstep: Class 69 contains 201 members 
Mstep: Class 70 contains 18539 members 
Mstep: Class 71 contains 25074 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171212.000000 Penalty: 43339.421875
Iteration 164Q: 73 clusters Score -4.217121e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 18907 members 
Mstep: Class 4 contains 37241 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 21112 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 20884 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 8813 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39349 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20407 members 
Mstep: Class 23 contains 775 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 23705 members 
Mstep: Class 30 contains 20593 members 
Mstep: Class 31 contains 350 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26559 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22328 members 
Mstep: Class 36 contains 26550 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 5326 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6914 members 
Mstep: Class 45 contains 1295 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 724 members 
Mstep: Class 49 contains 4225 members 
Mstep: Class 50 contains 341 members 
Mstep: Class 51 contains 1099 members 
Mstep: Class 52 contains 22555 members 
Mstep: Class 53 contains 2831 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 23000 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 18718 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22957 members 
Mstep: Class 61 contains 24631 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4136 members 
Mstep: Class 65 contains 13142 members 
Mstep: Class 66 contains 893 members 
Mstep: Class 67 contains 1597 members 
Mstep: Class 68 contains 1172 members 
Mstep: Class 69 contains 201 members 
Mstep: Class 70 contains 18334 members 
Mstep: Class 71 contains 26220 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171444.000000 Penalty: 43339.421875
Iteration 165Q: 73 clusters Score -4.217144e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 37228 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20793 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 20962 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39230 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20603 members 
Mstep: Class 23 contains 774 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13542 members 
Mstep: Class 26 contains 2806 members 
Mstep: Class 27 contains 1323 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 23645 members 
Mstep: Class 30 contains 20348 members 
Mstep: Class 31 contains 351 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26529 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22303 members 
Mstep: Class 36 contains 26057 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1315 members 
Mstep: Class 41 contains 5316 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6775 members 
Mstep: Class 45 contains 1296 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 4251 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 23021 members 
Mstep: Class 53 contains 2840 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 22398 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 18935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23118 members 
Mstep: Class 61 contains 24562 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4232 members 
Mstep: Class 65 contains 13091 members 
Mstep: Class 66 contains 895 members 
Mstep: Class 67 contains 1624 members 
Mstep: Class 68 contains 1189 members 
Mstep: Class 69 contains 203 members 
Mstep: Class 70 contains 18118 members 
Mstep: Class 71 contains 27317 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171576.000000 Penalty: 43339.421875
Iteration 166Q: 73 clusters Score -4.217158e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 18884 members 
Mstep: Class 4 contains 37229 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 9049 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39143 members 
Mstep: Class 19 contains 3101 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20762 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13507 members 
Mstep: Class 26 contains 2791 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 854 members 
Mstep: Class 29 contains 23619 members 
Mstep: Class 30 contains 20116 members 
Mstep: Class 31 contains 352 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26489 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22258 members 
Mstep: Class 36 contains 25579 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 5308 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6660 members 
Mstep: Class 45 contains 1299 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 4272 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 23405 members 
Mstep: Class 53 contains 2849 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 21860 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 19136 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23259 members 
Mstep: Class 61 contains 24507 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4329 members 
Mstep: Class 65 contains 13145 members 
Mstep: Class 66 contains 894 members 
Mstep: Class 67 contains 1648 members 
Mstep: Class 68 contains 1202 members 
Mstep: Class 69 contains 202 members 
Mstep: Class 70 contains 17924 members 
Mstep: Class 71 contains 28257 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171648.000000 Penalty: 43339.421875
Iteration 167Q: 73 clusters Score -4.217165e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 18900 members 
Mstep: Class 4 contains 37227 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20356 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21051 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6013 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 2460 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 39033 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20866 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 2774 members 
Mstep: Class 27 contains 1326 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 23604 members 
Mstep: Class 30 contains 19862 members 
Mstep: Class 31 contains 354 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 26452 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22209 members 
Mstep: Class 36 contains 25166 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 5296 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6566 members 
Mstep: Class 45 contains 1303 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 4290 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 23776 members 
Mstep: Class 53 contains 2859 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 21454 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 19337 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23425 members 
Mstep: Class 61 contains 24464 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4404 members 
Mstep: Class 65 contains 13194 members 
Mstep: Class 66 contains 894 members 
Mstep: Class 67 contains 1658 members 
Mstep: Class 68 contains 1213 members 
Mstep: Class 69 contains 202 members 
Mstep: Class 70 contains 17731 members 
Mstep: Class 71 contains 28999 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171772.000000 Penalty: 43339.421875
Iteration 168Q: 73 clusters Score -4.217177e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 660 members 
Mstep: Class 3 contains 18940 members 
Mstep: Class 4 contains 37244 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20177 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21077 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6020 members 
Mstep: Class 15 contains 9237 members 
Mstep: Class 16 contains 2457 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38927 members 
Mstep: Class 19 contains 3098 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20930 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 2763 members 
Mstep: Class 27 contains 1333 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 23610 members 
Mstep: Class 30 contains 19586 members 
Mstep: Class 31 contains 356 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 26445 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22171 members 
Mstep: Class 36 contains 24788 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1321 members 
Mstep: Class 41 contains 5290 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6462 members 
Mstep: Class 45 contains 1310 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 4303 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 24121 members 
Mstep: Class 53 contains 2867 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 21056 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 19541 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23579 members 
Mstep: Class 61 contains 24436 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4454 members 
Mstep: Class 65 contains 13265 members 
Mstep: Class 66 contains 888 members 
Mstep: Class 67 contains 1646 members 
Mstep: Class 68 contains 1223 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 17607 members 
Mstep: Class 71 contains 29657 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171772.000000 Penalty: 43339.421875
Iteration 169Q: 73 clusters Score -4.217177e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 37255 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 20031 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21142 members 
Mstep: Class 9 contains 1180 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38820 members 
Mstep: Class 19 contains 3092 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20897 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13504 members 
Mstep: Class 26 contains 2755 members 
Mstep: Class 27 contains 1335 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 23615 members 
Mstep: Class 30 contains 19339 members 
Mstep: Class 31 contains 362 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 26454 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22122 members 
Mstep: Class 36 contains 24502 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 5281 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6378 members 
Mstep: Class 45 contains 1314 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 4319 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 24412 members 
Mstep: Class 53 contains 2870 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 20681 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 19747 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23732 members 
Mstep: Class 61 contains 24412 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4508 members 
Mstep: Class 65 contains 13362 members 
Mstep: Class 66 contains 884 members 
Mstep: Class 67 contains 1633 members 
Mstep: Class 68 contains 1227 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 17489 members 
Mstep: Class 71 contains 30143 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171652.000000 Penalty: 43339.421875
Iteration 170Q: 73 clusters Score -4.217165e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 19167 members 
Mstep: Class 4 contains 37262 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 19953 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21145 members 
Mstep: Class 9 contains 1174 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 9362 members 
Mstep: Class 16 contains 2438 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38746 members 
Mstep: Class 19 contains 3090 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20853 members 
Mstep: Class 23 contains 772 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 2741 members 
Mstep: Class 27 contains 1340 members 
Mstep: Class 28 contains 855 members 
Mstep: Class 29 contains 23643 members 
Mstep: Class 30 contains 19048 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 26485 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22086 members 
Mstep: Class 36 contains 24295 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 5281 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6286 members 
Mstep: Class 45 contains 1315 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 4309 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 24675 members 
Mstep: Class 53 contains 2878 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 20296 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 19925 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23916 members 
Mstep: Class 61 contains 24396 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4551 members 
Mstep: Class 65 contains 13490 members 
Mstep: Class 66 contains 879 members 
Mstep: Class 67 contains 1623 members 
Mstep: Class 68 contains 1229 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 17373 members 
Mstep: Class 71 contains 30526 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 562.592285 but Gain 601.937500
Score: -42171580.000000 Penalty: 42737.484375
Iteration 171Q: 72 clusters Score -4.217158e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 3 contains 19306 members 
Mstep: Class 4 contains 37278 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 19903 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21155 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38677 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20765 members 
Mstep: Class 23 contains 769 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 2734 members 
Mstep: Class 27 contains 1345 members 
Mstep: Class 28 contains 856 members 
Mstep: Class 29 contains 23685 members 
Mstep: Class 30 contains 18741 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 26521 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 22121 members 
Mstep: Class 36 contains 24024 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1327 members 
Mstep: Class 41 contains 5273 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6315 members 
Mstep: Class 45 contains 1322 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 4313 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 24958 members 
Mstep: Class 53 contains 2895 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19982 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20094 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24130 members 
Mstep: Class 61 contains 24376 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4579 members 
Mstep: Class 65 contains 13635 members 
Mstep: Class 66 contains 872 members 
Mstep: Class 67 contains 1613 members 
Mstep: Class 68 contains 1231 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 17203 members 
Mstep: Class 71 contains 30884 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171996.000000 Penalty: 42737.484375
Iteration 172Q: 72 clusters Score -4.2172e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 3 contains 19418 members 
Mstep: Class 4 contains 37317 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 19857 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21188 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38608 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20670 members 
Mstep: Class 23 contains 768 members 
Mstep: Class 24 contains 248 members 
Mstep: Class 25 contains 13478 members 
Mstep: Class 26 contains 2720 members 
Mstep: Class 27 contains 1348 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23752 members 
Mstep: Class 30 contains 18381 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26569 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21979 members 
Mstep: Class 36 contains 23711 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1327 members 
Mstep: Class 41 contains 5254 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6191 members 
Mstep: Class 45 contains 1327 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 4322 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1108 members 
Mstep: Class 52 contains 25248 members 
Mstep: Class 53 contains 2916 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19724 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20239 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24356 members 
Mstep: Class 61 contains 24345 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 4599 members 
Mstep: Class 65 contains 13799 members 
Mstep: Class 66 contains 868 members 
Mstep: Class 67 contains 1610 members 
Mstep: Class 68 contains 1232 members 
Mstep: Class 69 contains 207 members 
Mstep: Class 70 contains 17031 members 
Mstep: Class 71 contains 31209 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172088.000000 Penalty: 42737.484375
Iteration 173Q: 72 clusters Score -4.217209e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 3 contains 19525 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19829 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21225 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38570 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20567 members 
Mstep: Class 23 contains 766 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13464 members 
Mstep: Class 26 contains 2709 members 
Mstep: Class 27 contains 1353 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23802 members 
Mstep: Class 30 contains 18003 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26615 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21874 members 
Mstep: Class 36 contains 23455 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 5230 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 6030 members 
Mstep: Class 45 contains 1331 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 4308 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 25545 members 
Mstep: Class 53 contains 2936 members 
Mstep: Class 54 contains 388 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19541 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20369 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24590 members 
Mstep: Class 61 contains 24312 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 4624 members 
Mstep: Class 65 contains 13924 members 
Mstep: Class 66 contains 866 members 
Mstep: Class 67 contains 1608 members 
Mstep: Class 68 contains 1233 members 
Mstep: Class 69 contains 209 members 
Mstep: Class 70 contains 16849 members 
Mstep: Class 71 contains 31412 members 
Mstep: Class 72 contains 121 members 
Mstep: Class 73 contains 10776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171824.000000 Penalty: 42737.484375
Iteration 174Q: 72 clusters Score -4.217182e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 3 contains 19645 members 
Mstep: Class 4 contains 37388 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19787 members 
Mstep: Class 7 contains 467 members 
Mstep: Class 8 contains 21268 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 6264 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 10150 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38555 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20508 members 
Mstep: Class 23 contains 766 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13464 members 
Mstep: Class 26 contains 2707 members 
Mstep: Class 27 contains 1360 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23840 members 
Mstep: Class 30 contains 17653 members 
Mstep: Class 31 contains 413 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26622 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21768 members 
Mstep: Class 36 contains 23236 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1326 members 
Mstep: Class 41 contains 5200 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 5874 members 
Mstep: Class 45 contains 1333 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 4296 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 25825 members 
Mstep: Class 53 contains 2957 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19385 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20486 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24775 members 
Mstep: Class 61 contains 24262 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 4653 members 
Mstep: Class 65 contains 14034 members 
Mstep: Class 66 contains 862 members 
Mstep: Class 67 contains 1614 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 205 members 
Mstep: Class 70 contains 16703 members 
Mstep: Class 71 contains 31550 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171676.000000 Penalty: 42737.484375
Iteration 175Q: 72 clusters Score -4.217168e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 3 contains 19768 members 
Mstep: Class 4 contains 37403 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19764 members 
Mstep: Class 7 contains 466 members 
Mstep: Class 8 contains 21314 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 10306 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38526 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 20468 members 
Mstep: Class 23 contains 764 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13459 members 
Mstep: Class 26 contains 2711 members 
Mstep: Class 27 contains 1366 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23872 members 
Mstep: Class 30 contains 17308 members 
Mstep: Class 31 contains 431 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 26610 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21654 members 
Mstep: Class 36 contains 23054 members 
Mstep: Class 37 contains 567 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1327 members 
Mstep: Class 41 contains 5184 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 5718 members 
Mstep: Class 45 contains 1333 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 4286 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 26150 members 
Mstep: Class 53 contains 2970 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19309 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20588 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24961 members 
Mstep: Class 61 contains 24225 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4662 members 
Mstep: Class 65 contains 14115 members 
Mstep: Class 66 contains 855 members 
Mstep: Class 67 contains 1617 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 208 members 
Mstep: Class 70 contains 16515 members 
Mstep: Class 71 contains 31618 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171300.000000 Penalty: 42737.484375
Iteration 176Q: 72 clusters Score -4.21713e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 3 contains 19864 members 
Mstep: Class 4 contains 37415 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19741 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 21357 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 6275 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38484 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20434 members 
Mstep: Class 23 contains 762 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13460 members 
Mstep: Class 26 contains 2720 members 
Mstep: Class 27 contains 1372 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23912 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 448 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 26583 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21550 members 
Mstep: Class 36 contains 22883 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1324 members 
Mstep: Class 41 contains 5165 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 5565 members 
Mstep: Class 45 contains 1332 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 4275 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 26485 members 
Mstep: Class 53 contains 2991 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19295 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20691 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25076 members 
Mstep: Class 61 contains 24204 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4670 members 
Mstep: Class 65 contains 14168 members 
Mstep: Class 66 contains 848 members 
Mstep: Class 67 contains 1619 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 209 members 
Mstep: Class 70 contains 16350 members 
Mstep: Class 71 contains 31637 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171272.000000 Penalty: 42737.484375
Iteration 177Q: 72 clusters Score -4.217127e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 3 contains 19958 members 
Mstep: Class 4 contains 37427 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19728 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 21435 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 10611 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38445 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20408 members 
Mstep: Class 23 contains 761 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13458 members 
Mstep: Class 26 contains 2721 members 
Mstep: Class 27 contains 1380 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23961 members 
Mstep: Class 30 contains 16710 members 
Mstep: Class 31 contains 454 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26557 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21473 members 
Mstep: Class 36 contains 22756 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 5144 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 5400 members 
Mstep: Class 45 contains 1333 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 4254 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 26816 members 
Mstep: Class 53 contains 3014 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19258 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20757 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25181 members 
Mstep: Class 61 contains 24181 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4670 members 
Mstep: Class 65 contains 14228 members 
Mstep: Class 66 contains 839 members 
Mstep: Class 67 contains 1620 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 210 members 
Mstep: Class 70 contains 16218 members 
Mstep: Class 71 contains 31651 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171376.000000 Penalty: 42737.484375
Iteration 178Q: 72 clusters Score -4.217138e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 3 contains 20049 members 
Mstep: Class 4 contains 37450 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 19716 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 21516 members 
Mstep: Class 9 contains 1141 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 10759 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38356 members 
Mstep: Class 19 contains 3050 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 759 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13464 members 
Mstep: Class 26 contains 2716 members 
Mstep: Class 27 contains 1383 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24002 members 
Mstep: Class 30 contains 16406 members 
Mstep: Class 31 contains 462 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26531 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21397 members 
Mstep: Class 36 contains 22649 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 5125 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 5273 members 
Mstep: Class 45 contains 1337 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 4238 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 27178 members 
Mstep: Class 53 contains 3038 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19236 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20831 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25247 members 
Mstep: Class 61 contains 24162 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4659 members 
Mstep: Class 65 contains 14257 members 
Mstep: Class 66 contains 837 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 213 members 
Mstep: Class 70 contains 16119 members 
Mstep: Class 71 contains 31636 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171284.000000 Penalty: 42737.484375
Iteration 179Q: 72 clusters Score -4.217128e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 3 contains 20121 members 
Mstep: Class 4 contains 37472 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 19683 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 21633 members 
Mstep: Class 9 contains 1135 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38263 members 
Mstep: Class 19 contains 3051 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 20405 members 
Mstep: Class 23 contains 759 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13472 members 
Mstep: Class 26 contains 2719 members 
Mstep: Class 27 contains 1386 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24041 members 
Mstep: Class 30 contains 16123 members 
Mstep: Class 31 contains 467 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26509 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21337 members 
Mstep: Class 36 contains 22591 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 5107 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 5164 members 
Mstep: Class 45 contains 1340 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 4215 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 27550 members 
Mstep: Class 53 contains 3056 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19214 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20883 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25288 members 
Mstep: Class 61 contains 24143 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4629 members 
Mstep: Class 65 contains 14247 members 
Mstep: Class 66 contains 833 members 
Mstep: Class 67 contains 1630 members 
Mstep: Class 68 contains 1234 members 
Mstep: Class 69 contains 213 members 
Mstep: Class 70 contains 16014 members 
Mstep: Class 71 contains 31613 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171508.000000 Penalty: 42737.484375
Iteration 180F: 72 clusters Score -4.217151e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 3 contains 20227 members 
Mstep: Class 4 contains 37471 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 19645 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 11064 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38182 members 
Mstep: Class 19 contains 3048 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 20434 members 
Mstep: Class 23 contains 759 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13471 members 
Mstep: Class 26 contains 2730 members 
Mstep: Class 27 contains 1390 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24077 members 
Mstep: Class 30 contains 15864 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26504 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21268 members 
Mstep: Class 36 contains 22383 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1326 members 
Mstep: Class 41 contains 5082 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 5042 members 
Mstep: Class 45 contains 1342 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 724 members 
Mstep: Class 49 contains 4189 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 27911 members 
Mstep: Class 53 contains 3077 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19095 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20917 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25321 members 
Mstep: Class 61 contains 24078 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4606 members 
Mstep: Class 65 contains 14258 members 
Mstep: Class 66 contains 829 members 
Mstep: Class 67 contains 1656 members 
Mstep: Class 68 contains 1236 members 
Mstep: Class 69 contains 216 members 
Mstep: Class 70 contains 15875 members 
Mstep: Class 71 contains 31823 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171316.000000 Penalty: 42737.484375
Iteration 181Q: 72 clusters Score -4.217132e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 3 contains 20391 members 
Mstep: Class 4 contains 37469 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19602 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 21909 members 
Mstep: Class 9 contains 1120 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 38060 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 20475 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13473 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 1398 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24095 members 
Mstep: Class 30 contains 15617 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26526 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21205 members 
Mstep: Class 36 contains 22235 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1324 members 
Mstep: Class 41 contains 5053 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4879 members 
Mstep: Class 45 contains 1351 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 722 members 
Mstep: Class 49 contains 4152 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 28289 members 
Mstep: Class 53 contains 3085 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18963 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20912 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25358 members 
Mstep: Class 61 contains 24035 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4568 members 
Mstep: Class 65 contains 14294 members 
Mstep: Class 66 contains 824 members 
Mstep: Class 67 contains 1679 members 
Mstep: Class 68 contains 1240 members 
Mstep: Class 69 contains 215 members 
Mstep: Class 70 contains 15696 members 
Mstep: Class 71 contains 31960 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171352.000000 Penalty: 42737.484375
Iteration 182Q: 72 clusters Score -4.217135e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 3 contains 20549 members 
Mstep: Class 4 contains 37461 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19557 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 22053 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6083 members 
Mstep: Class 15 contains 11436 members 
Mstep: Class 16 contains 2411 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37943 members 
Mstep: Class 19 contains 3044 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 20536 members 
Mstep: Class 23 contains 758 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13465 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1402 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24108 members 
Mstep: Class 30 contains 15351 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26555 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21150 members 
Mstep: Class 36 contains 22128 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1325 members 
Mstep: Class 41 contains 5020 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4720 members 
Mstep: Class 45 contains 1359 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4101 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1129 members 
Mstep: Class 52 contains 28627 members 
Mstep: Class 53 contains 3091 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18842 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20908 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25420 members 
Mstep: Class 61 contains 23989 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4538 members 
Mstep: Class 65 contains 14320 members 
Mstep: Class 66 contains 817 members 
Mstep: Class 67 contains 1696 members 
Mstep: Class 68 contains 1245 members 
Mstep: Class 69 contains 215 members 
Mstep: Class 70 contains 15546 members 
Mstep: Class 71 contains 32055 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171384.000000 Penalty: 42737.484375
Iteration 183Q: 72 clusters Score -4.217138e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 3 contains 20730 members 
Mstep: Class 4 contains 37457 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 464 members 
Mstep: Class 8 contains 22190 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 2407 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37793 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 20617 members 
Mstep: Class 23 contains 756 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13471 members 
Mstep: Class 26 contains 2734 members 
Mstep: Class 27 contains 1407 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24118 members 
Mstep: Class 30 contains 15086 members 
Mstep: Class 31 contains 574 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26558 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21090 members 
Mstep: Class 36 contains 22047 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1327 members 
Mstep: Class 41 contains 4992 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4588 members 
Mstep: Class 45 contains 1365 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4066 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1129 members 
Mstep: Class 52 contains 28888 members 
Mstep: Class 53 contains 3096 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18691 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20916 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25493 members 
Mstep: Class 61 contains 23949 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4513 members 
Mstep: Class 65 contains 14347 members 
Mstep: Class 66 contains 814 members 
Mstep: Class 67 contains 1708 members 
Mstep: Class 68 contains 1247 members 
Mstep: Class 69 contains 214 members 
Mstep: Class 70 contains 15472 members 
Mstep: Class 71 contains 32121 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171320.000000 Penalty: 42737.484375
Iteration 184Q: 72 clusters Score -4.217132e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 3 contains 20956 members 
Mstep: Class 4 contains 37437 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19478 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 22315 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37631 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 20728 members 
Mstep: Class 23 contains 755 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13482 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1414 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24137 members 
Mstep: Class 30 contains 14839 members 
Mstep: Class 31 contains 602 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26552 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 21047 members 
Mstep: Class 36 contains 21968 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 4971 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4475 members 
Mstep: Class 45 contains 1368 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 4028 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1130 members 
Mstep: Class 52 contains 29097 members 
Mstep: Class 53 contains 3097 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18590 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20901 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25590 members 
Mstep: Class 61 contains 23936 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4471 members 
Mstep: Class 65 contains 14383 members 
Mstep: Class 66 contains 809 members 
Mstep: Class 67 contains 1711 members 
Mstep: Class 68 contains 1249 members 
Mstep: Class 69 contains 215 members 
Mstep: Class 70 contains 15392 members 
Mstep: Class 71 contains 32121 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171520.000000 Penalty: 42737.484375
Iteration 185Q: 72 clusters Score -4.217152e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 3 contains 21149 members 
Mstep: Class 4 contains 37418 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19419 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 11959 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37496 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 20865 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 24157 members 
Mstep: Class 30 contains 14581 members 
Mstep: Class 31 contains 631 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26529 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20998 members 
Mstep: Class 36 contains 21931 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 4946 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4377 members 
Mstep: Class 45 contains 1375 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 3997 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1131 members 
Mstep: Class 52 contains 29321 members 
Mstep: Class 53 contains 3099 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18528 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20892 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25693 members 
Mstep: Class 61 contains 23904 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4415 members 
Mstep: Class 65 contains 14424 members 
Mstep: Class 66 contains 806 members 
Mstep: Class 67 contains 1718 members 
Mstep: Class 68 contains 1250 members 
Mstep: Class 69 contains 216 members 
Mstep: Class 70 contains 15303 members 
Mstep: Class 71 contains 32083 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 11027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171392.000000 Penalty: 42737.484375
Iteration 186Q: 72 clusters Score -4.217139e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 3 contains 21417 members 
Mstep: Class 4 contains 37381 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37360 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 21013 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 247 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1423 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24188 members 
Mstep: Class 30 contains 14319 members 
Mstep: Class 31 contains 659 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 26543 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20955 members 
Mstep: Class 36 contains 21856 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4931 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4274 members 
Mstep: Class 45 contains 1381 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 3952 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1130 members 
Mstep: Class 52 contains 29559 members 
Mstep: Class 53 contains 3103 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18484 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20868 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25777 members 
Mstep: Class 61 contains 23853 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4342 members 
Mstep: Class 65 contains 14458 members 
Mstep: Class 66 contains 801 members 
Mstep: Class 67 contains 1729 members 
Mstep: Class 68 contains 1250 members 
Mstep: Class 69 contains 219 members 
Mstep: Class 70 contains 15213 members 
Mstep: Class 71 contains 32019 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171392.000000 Penalty: 42737.484375
Iteration 187Q: 72 clusters Score -4.217139e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 3 contains 21706 members 
Mstep: Class 4 contains 37332 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19243 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6282 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 12295 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37184 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 23 contains 754 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13495 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 1429 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24189 members 
Mstep: Class 30 contains 14040 members 
Mstep: Class 31 contains 672 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26602 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20911 members 
Mstep: Class 36 contains 21769 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4914 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4199 members 
Mstep: Class 45 contains 1394 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 3902 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 29804 members 
Mstep: Class 53 contains 3106 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18473 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20802 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25903 members 
Mstep: Class 61 contains 23845 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4274 members 
Mstep: Class 65 contains 14476 members 
Mstep: Class 66 contains 797 members 
Mstep: Class 67 contains 1737 members 
Mstep: Class 68 contains 1253 members 
Mstep: Class 69 contains 221 members 
Mstep: Class 70 contains 15123 members 
Mstep: Class 71 contains 31947 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171416.000000 Penalty: 42737.484375
Iteration 188Q: 72 clusters Score -4.217142e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 3 contains 21993 members 
Mstep: Class 4 contains 37311 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19138 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 22943 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 12428 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 37028 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 21323 members 
Mstep: Class 23 contains 752 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13501 members 
Mstep: Class 26 contains 2730 members 
Mstep: Class 27 contains 1430 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 24196 members 
Mstep: Class 30 contains 13758 members 
Mstep: Class 31 contains 684 members 
Mstep: Class 32 contains 239 members 
Mstep: Class 33 contains 26650 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20884 members 
Mstep: Class 36 contains 21673 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4900 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4141 members 
Mstep: Class 45 contains 1399 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 3841 members 
Mstep: Class 50 contains 340 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 30027 members 
Mstep: Class 53 contains 3110 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18481 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20707 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26020 members 
Mstep: Class 61 contains 23835 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4173 members 
Mstep: Class 65 contains 14520 members 
Mstep: Class 66 contains 795 members 
Mstep: Class 67 contains 1744 members 
Mstep: Class 68 contains 1255 members 
Mstep: Class 69 contains 223 members 
Mstep: Class 70 contains 15035 members 
Mstep: Class 71 contains 31854 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171388.000000 Penalty: 42737.484375
Iteration 189Q: 72 clusters Score -4.217139e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 3 contains 22312 members 
Mstep: Class 4 contains 37291 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 19045 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 23083 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 12549 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 36840 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 749 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13521 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1444 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 24202 members 
Mstep: Class 30 contains 13486 members 
Mstep: Class 31 contains 692 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 26737 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 21608 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 4890 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4105 members 
Mstep: Class 45 contains 1409 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 3798 members 
Mstep: Class 50 contains 339 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 30215 members 
Mstep: Class 53 contains 3113 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18487 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20605 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26134 members 
Mstep: Class 61 contains 23808 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 4079 members 
Mstep: Class 65 contains 14575 members 
Mstep: Class 66 contains 782 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1259 members 
Mstep: Class 69 contains 227 members 
Mstep: Class 70 contains 14947 members 
Mstep: Class 71 contains 31711 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171536.000000 Penalty: 42737.484375
Iteration 190Q: 72 clusters Score -4.217154e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 3 contains 22659 members 
Mstep: Class 4 contains 37258 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 18953 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 23164 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 36650 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 21705 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 2730 members 
Mstep: Class 27 contains 1460 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 24203 members 
Mstep: Class 30 contains 13217 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 26853 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20840 members 
Mstep: Class 36 contains 21541 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4884 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4068 members 
Mstep: Class 45 contains 1416 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 722 members 
Mstep: Class 49 contains 3752 members 
Mstep: Class 50 contains 338 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 30387 members 
Mstep: Class 53 contains 3121 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18538 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20533 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26286 members 
Mstep: Class 61 contains 23794 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3976 members 
Mstep: Class 65 contains 14619 members 
Mstep: Class 66 contains 761 members 
Mstep: Class 67 contains 1737 members 
Mstep: Class 68 contains 1261 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 14856 members 
Mstep: Class 71 contains 31526 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171392.000000 Penalty: 42737.484375
Iteration 191Q: 72 clusters Score -4.217139e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 37236 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 18856 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 23247 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 36460 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 21908 members 
Mstep: Class 23 contains 747 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13541 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 1476 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24214 members 
Mstep: Class 30 contains 12919 members 
Mstep: Class 31 contains 711 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 26949 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20821 members 
Mstep: Class 36 contains 21480 members 
Mstep: Class 37 contains 569 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4875 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4035 members 
Mstep: Class 45 contains 1423 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 3725 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 30557 members 
Mstep: Class 53 contains 3132 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18559 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20442 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26460 members 
Mstep: Class 61 contains 23777 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3867 members 
Mstep: Class 65 contains 14682 members 
Mstep: Class 66 contains 740 members 
Mstep: Class 67 contains 1730 members 
Mstep: Class 68 contains 1264 members 
Mstep: Class 69 contains 231 members 
Mstep: Class 70 contains 14773 members 
Mstep: Class 71 contains 31305 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171308.000000 Penalty: 42737.484375
Iteration 192Q: 72 clusters Score -4.217131e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 3 contains 23486 members 
Mstep: Class 4 contains 37219 members 
Mstep: Class 5 contains 338 members 
Mstep: Class 6 contains 18810 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 23319 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 36289 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 709 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 745 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13561 members 
Mstep: Class 26 contains 2728 members 
Mstep: Class 27 contains 1492 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24205 members 
Mstep: Class 30 contains 12652 members 
Mstep: Class 31 contains 721 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27033 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20807 members 
Mstep: Class 36 contains 21437 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1330 members 
Mstep: Class 41 contains 4864 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 4001 members 
Mstep: Class 45 contains 1432 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 725 members 
Mstep: Class 49 contains 3711 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 30706 members 
Mstep: Class 53 contains 3143 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18583 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 20325 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26623 members 
Mstep: Class 61 contains 23745 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3753 members 
Mstep: Class 65 contains 14750 members 
Mstep: Class 66 contains 723 members 
Mstep: Class 67 contains 1725 members 
Mstep: Class 68 contains 1271 members 
Mstep: Class 69 contains 231 members 
Mstep: Class 70 contains 14675 members 
Mstep: Class 71 contains 31033 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171204.000000 Penalty: 42737.484375
Iteration 193Q: 72 clusters Score -4.21712e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 37203 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 18754 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23389 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 3378 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 36107 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 22286 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13582 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24199 members 
Mstep: Class 30 contains 12387 members 
Mstep: Class 31 contains 736 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27158 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20793 members 
Mstep: Class 36 contains 21363 members 
Mstep: Class 37 contains 571 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1330 members 
Mstep: Class 41 contains 4850 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 549 members 
Mstep: Class 44 contains 3960 members 
Mstep: Class 45 contains 1441 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 722 members 
Mstep: Class 49 contains 3694 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 30850 members 
Mstep: Class 53 contains 3153 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18629 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 20169 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26770 members 
Mstep: Class 61 contains 23707 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3631 members 
Mstep: Class 65 contains 14823 members 
Mstep: Class 66 contains 700 members 
Mstep: Class 67 contains 1728 members 
Mstep: Class 68 contains 1277 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14609 members 
Mstep: Class 71 contains 30792 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171324.000000 Penalty: 42737.484375
Iteration 194Q: 72 clusters Score -4.217132e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 3 contains 24333 members 
Mstep: Class 4 contains 37189 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 18696 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23437 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35936 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 22464 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13608 members 
Mstep: Class 26 contains 2738 members 
Mstep: Class 27 contains 1519 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24205 members 
Mstep: Class 30 contains 12112 members 
Mstep: Class 31 contains 748 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27290 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20785 members 
Mstep: Class 36 contains 21259 members 
Mstep: Class 37 contains 571 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4832 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 548 members 
Mstep: Class 44 contains 3930 members 
Mstep: Class 45 contains 1446 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 724 members 
Mstep: Class 49 contains 3690 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 30966 members 
Mstep: Class 53 contains 3169 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18678 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 20021 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26944 members 
Mstep: Class 61 contains 23672 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3502 members 
Mstep: Class 65 contains 14885 members 
Mstep: Class 66 contains 676 members 
Mstep: Class 67 contains 1731 members 
Mstep: Class 68 contains 1280 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14548 members 
Mstep: Class 71 contains 30585 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171156.000000 Penalty: 42737.484375
Iteration 195Q: 72 clusters Score -4.217116e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 3 contains 24740 members 
Mstep: Class 4 contains 37176 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 18647 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23434 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 12974 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35755 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 22624 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13633 members 
Mstep: Class 26 contains 2742 members 
Mstep: Class 27 contains 1533 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24210 members 
Mstep: Class 30 contains 11843 members 
Mstep: Class 31 contains 755 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27459 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20783 members 
Mstep: Class 36 contains 21183 members 
Mstep: Class 37 contains 571 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4814 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3908 members 
Mstep: Class 45 contains 1453 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 727 members 
Mstep: Class 49 contains 3671 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 31094 members 
Mstep: Class 53 contains 3183 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18699 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19931 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27113 members 
Mstep: Class 61 contains 23626 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3354 members 
Mstep: Class 65 contains 14924 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 1735 members 
Mstep: Class 68 contains 1282 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14480 members 
Mstep: Class 71 contains 30391 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171024.000000 Penalty: 42737.484375
Iteration 196Q: 72 clusters Score -4.217102e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 37175 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 18608 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23399 members 
Mstep: Class 9 contains 1116 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35574 members 
Mstep: Class 19 contains 3007 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 711 members 
Mstep: Class 22 contains 22784 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13648 members 
Mstep: Class 26 contains 2748 members 
Mstep: Class 27 contains 1541 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24236 members 
Mstep: Class 30 contains 11589 members 
Mstep: Class 31 contains 761 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27621 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20766 members 
Mstep: Class 36 contains 21207 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4798 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3886 members 
Mstep: Class 45 contains 1460 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 3661 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 31202 members 
Mstep: Class 53 contains 3202 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18702 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19853 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27278 members 
Mstep: Class 61 contains 23586 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3202 members 
Mstep: Class 65 contains 14949 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1734 members 
Mstep: Class 68 contains 1288 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14440 members 
Mstep: Class 71 contains 30164 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170980.000000 Penalty: 42737.484375
Iteration 197Q: 72 clusters Score -4.217098e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 3 contains 25345 members 
Mstep: Class 4 contains 37180 members 
Mstep: Class 5 contains 322 members 
Mstep: Class 6 contains 18567 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23390 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 3403 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13073 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35426 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 22935 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13668 members 
Mstep: Class 26 contains 2757 members 
Mstep: Class 27 contains 1549 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24267 members 
Mstep: Class 30 contains 11349 members 
Mstep: Class 31 contains 767 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27766 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20749 members 
Mstep: Class 36 contains 21229 members 
Mstep: Class 37 contains 566 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1329 members 
Mstep: Class 41 contains 4770 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3869 members 
Mstep: Class 45 contains 1470 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 3654 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 31326 members 
Mstep: Class 53 contains 3220 members 
Mstep: Class 54 contains 389 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18800 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19762 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27417 members 
Mstep: Class 61 contains 23528 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 3047 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 667 members 
Mstep: Class 67 contains 1735 members 
Mstep: Class 68 contains 1293 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14414 members 
Mstep: Class 71 contains 29889 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171092.000000 Penalty: 42737.484375
Iteration 198Q: 72 clusters Score -4.217109e+07 nChanged 2748
Entering ConstructFrom: 
Score: -42171092.000000 Penalty: 42737.484375
Entering ConstructFrom: 
Trying to split cluster 1 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -343709.093750 Penalty: 381.080688
	Iteration 0F: 2 clusters Score -343709.1 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 2165 members 
Entering Unmasked Estep 
Score: -340734.093750 Penalty: 762.161377
	Iteration 0F: 3 clusters Score -340734.1 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -341799.812500 Penalty: 762.161377
	Iteration 1F: 3 clusters Score -341799.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -341931.937500 Penalty: 762.161377
	Iteration 2F: 3 clusters Score -341931.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -342046.000000 Penalty: 762.161377
	Iteration 3F: 3 clusters Score -342046 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -342142.562500 Penalty: 762.161377
	Iteration 4F: 3 clusters Score -342142.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -342252.031250 Penalty: 762.161377
	Iteration 5F: 3 clusters Score -342252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -342380.750000 Penalty: 762.161377
	Iteration 6F: 3 clusters Score -342380.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -342516.906250 Penalty: 762.161377
	Iteration 7F: 3 clusters Score -342516.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -342671.687500 Penalty: 762.161377
	Iteration 8Q: 3 clusters Score -342671.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -342868.843750 Penalty: 762.161377
	Iteration 9F: 3 clusters Score -342868.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -343067.906250 Penalty: 762.161377
	Iteration 10Q: 3 clusters Score -343067.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -343232.750000 Penalty: 762.161377
	Iteration 11Q: 3 clusters Score -343232.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -343337.062500 Penalty: 762.161377
	Iteration 12Q: 3 clusters Score -343337.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -343387.656250 Penalty: 762.161377
	Iteration 13Q: 3 clusters Score -343387.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -343402.906250 Penalty: 762.161377
	Iteration 14Q: 3 clusters Score -343402.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -343414.750000 Penalty: 762.161377
	Iteration 15Q: 3 clusters Score -343414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -343421.281250 Penalty: 762.161377
	Iteration 16Q: 3 clusters Score -343421.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -343424.062500 Penalty: 762.161377
	Iteration 17Q: 3 clusters Score -343424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -343425.406250 Penalty: 762.161377
	Iteration 18Q: 3 clusters Score -343425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -343426.312500 Penalty: 762.161377
	Iteration 19Q: 3 clusters Score -343426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -343427.687500 Penalty: 762.161377
	Iteration 20F: 3 clusters Score -343427.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -343429.468750 Penalty: 762.161377
	Iteration 21Q: 3 clusters Score -343429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -343432.593750 Penalty: 762.161377
	Iteration 22Q: 3 clusters Score -343432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -343433.312500 Penalty: 762.161377
	Iteration 23Q: 3 clusters Score -343433.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -343433.312500 Penalty: 762.161377
	Iteration 24F: 3 clusters Score -343433.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Entering Unmasked Estep 
Score: -2068936.625000 Penalty: 461.876373
	Iteration 0F: 2 clusters Score -2068937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2052611.375000 Penalty: 923.752747
	Iteration 0F: 3 clusters Score -2052611 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2060104.875000 Penalty: 923.752747
	Iteration 1F: 3 clusters Score -2060105 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2061071.625000 Penalty: 923.752747
	Iteration 2F: 3 clusters Score -2061072 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2062693.000000 Penalty: 923.752747
	Iteration 3F: 3 clusters Score -2062693 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2064816.625000 Penalty: 923.752747
	Iteration 4F: 3 clusters Score -2064817 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2066852.625000 Penalty: 923.752747
	Iteration 5F: 3 clusters Score -2066853 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2068286.500000 Penalty: 923.752747
	Iteration 6F: 3 clusters Score -2068286 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2069036.000000 Penalty: 923.752747
	Iteration 7Q: 3 clusters Score -2069036 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2069236.500000 Penalty: 923.752747
	Iteration 8Q: 3 clusters Score -2069236 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2069312.000000 Penalty: 923.752747
	Iteration 9Q: 3 clusters Score -2069312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2069345.750000 Penalty: 923.752747
	Iteration 10Q: 3 clusters Score -2069346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2069360.125000 Penalty: 923.752747
	Iteration 11Q: 3 clusters Score -2069360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2069374.500000 Penalty: 923.752747
	Iteration 12Q: 3 clusters Score -2069374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2069384.125000 Penalty: 923.752747
	Iteration 13Q: 3 clusters Score -2069384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2069381.000000 Penalty: 923.752747
	Iteration 14Q: 3 clusters Score -2069381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2069380.375000 Penalty: 923.752747
	Iteration 15Q: 3 clusters Score -2069380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2069380.125000 Penalty: 923.752747
	Iteration 16Q: 3 clusters Score -2069380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2069384.750000 Penalty: 923.752747
	Iteration 17Q: 3 clusters Score -2069385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2069383.750000 Penalty: 923.752747
	Iteration 18Q: 3 clusters Score -2069384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2069382.500000 Penalty: 923.752747
	Iteration 19Q: 3 clusters Score -2069382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2069385.125000 Penalty: 923.752747
	Iteration 20F: 3 clusters Score -2069385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2069379.875000 Penalty: 923.752747
	Iteration 21Q: 3 clusters Score -2069380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2069381.125000 Penalty: 923.752747
	Iteration 22Q: 3 clusters Score -2069381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2069380.875000 Penalty: 923.752747
	Iteration 23Q: 3 clusters Score -2069381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2069382.250000 Penalty: 923.752747
	Iteration 24Q: 3 clusters Score -2069382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2069381.625000 Penalty: 923.752747
	Iteration 25Q: 3 clusters Score -2069382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2069381.125000 Penalty: 923.752747
	Iteration 26Q: 3 clusters Score -2069381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2069383.625000 Penalty: 923.752747
	Iteration 27Q: 3 clusters Score -2069384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2069384.500000 Penalty: 923.752747
	Iteration 28Q: 3 clusters Score -2069384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2069384.500000 Penalty: 923.752747
	Iteration 29F: 3 clusters Score -2069384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 37193 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 2762 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24270 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27883 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20729 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4753 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3837 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 31462 members 
Mstep: Class 53 contains 3233 members 
Mstep: Class 54 contains 390 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18914 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19676 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27571 members 
Mstep: Class 61 contains 23463 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 2894 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1302 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14384 members 
Mstep: Class 71 contains 29648 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10631 members 
Entering Unmasked Estep 
Score: -42171192.000000 Penalty: 43339.421875
Splitting cluster 3 changes total score from -42171092.000000 to -42171192.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (37193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Entering Unmasked Estep 
Score: -2977425.000000 Penalty: 478.836365
	Iteration 0F: 2 clusters Score -2977425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2954874.500000 Penalty: 957.672729
	Iteration 0F: 3 clusters Score -2954874 nChanged 17693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2965687.250000 Penalty: 957.672729
	Iteration 1F: 3 clusters Score -2965687 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2966734.750000 Penalty: 957.672729
	Iteration 2F: 3 clusters Score -2966735 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2968305.500000 Penalty: 957.672729
	Iteration 3F: 3 clusters Score -2968306 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -2970344.500000 Penalty: 957.672729
	Iteration 4F: 3 clusters Score -2970344 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -2972475.500000 Penalty: 957.672729
	Iteration 5F: 3 clusters Score -2972476 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -2974243.750000 Penalty: 957.672729
	Iteration 6F: 3 clusters Score -2974244 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -2975472.250000 Penalty: 957.672729
	Iteration 7Q: 3 clusters Score -2975472 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -2976153.250000 Penalty: 957.672729
	Iteration 8Q: 3 clusters Score -2976153 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -2976479.250000 Penalty: 957.672729
	Iteration 9Q: 3 clusters Score -2976479 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -2976684.000000 Penalty: 957.672729
	Iteration 10Q: 3 clusters Score -2976684 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -2976857.000000 Penalty: 957.672729
	Iteration 11Q: 3 clusters Score -2976857 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -2977006.500000 Penalty: 957.672729
	Iteration 12Q: 3 clusters Score -2977006 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -2977153.000000 Penalty: 957.672729
	Iteration 13Q: 3 clusters Score -2977153 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -2977275.250000 Penalty: 957.672729
	Iteration 14Q: 3 clusters Score -2977275 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -2977363.000000 Penalty: 957.672729
	Iteration 15Q: 3 clusters Score -2977363 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -2977421.250000 Penalty: 957.672729
	Iteration 16Q: 3 clusters Score -2977421 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -2977492.000000 Penalty: 957.672729
	Iteration 17Q: 3 clusters Score -2977492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -2977540.500000 Penalty: 957.672729
	Iteration 18Q: 3 clusters Score -2977540 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -2977571.500000 Penalty: 957.672729
	Iteration 19Q: 3 clusters Score -2977572 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -2977586.000000 Penalty: 957.672729
	Iteration 20F: 3 clusters Score -2977586 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -2977592.500000 Penalty: 957.672729
	Iteration 21Q: 3 clusters Score -2977592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -2977608.250000 Penalty: 957.672729
	Iteration 22Q: 3 clusters Score -2977608 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2977611.500000 Penalty: 957.672729
	Iteration 23Q: 3 clusters Score -2977612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -2977626.750000 Penalty: 957.672729
	Iteration 24Q: 3 clusters Score -2977627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -2977627.250000 Penalty: 957.672729
	Iteration 25Q: 3 clusters Score -2977627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -2977616.250000 Penalty: 957.672729
	Iteration 26Q: 3 clusters Score -2977616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -2977615.750000 Penalty: 957.672729
	Iteration 27Q: 3 clusters Score -2977616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -2977616.000000 Penalty: 957.672729
	Iteration 28Q: 3 clusters Score -2977616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -2977623.250000 Penalty: 957.672729
	Iteration 29Q: 3 clusters Score -2977623 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -2977617.500000 Penalty: 957.672729
	Iteration 30Q: 3 clusters Score -2977618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -2977613.750000 Penalty: 957.672729
	Iteration 31Q: 3 clusters Score -2977614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -2977601.750000 Penalty: 957.672729
	Iteration 32Q: 3 clusters Score -2977602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -2977597.750000 Penalty: 957.672729
	Iteration 33Q: 3 clusters Score -2977598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -2977582.000000 Penalty: 957.672729
	Iteration 34Q: 3 clusters Score -2977582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -2977582.500000 Penalty: 957.672729
	Iteration 35Q: 3 clusters Score -2977582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -2977593.750000 Penalty: 957.672729
	Iteration 36Q: 3 clusters Score -2977594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -2977583.250000 Penalty: 957.672729
	Iteration 37Q: 3 clusters Score -2977583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -2977577.000000 Penalty: 957.672729
	Iteration 38Q: 3 clusters Score -2977577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -2977566.500000 Penalty: 957.672729
	Iteration 39Q: 3 clusters Score -2977566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -2977565.500000 Penalty: 957.672729
	Iteration 40F: 3 clusters Score -2977566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -2977563.250000 Penalty: 957.672729
	Iteration 41Q: 3 clusters Score -2977563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -2977565.750000 Penalty: 957.672729
	Iteration 42Q: 3 clusters Score -2977566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -2977560.750000 Penalty: 957.672729
	Iteration 43Q: 3 clusters Score -2977561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -2977561.500000 Penalty: 957.672729
	Iteration 44Q: 3 clusters Score -2977562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -2977559.500000 Penalty: 957.672729
	Iteration 45Q: 3 clusters Score -2977560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -2977553.500000 Penalty: 957.672729
	Iteration 46Q: 3 clusters Score -2977554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -2977560.000000 Penalty: 957.672729
	Iteration 47Q: 3 clusters Score -2977560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -2977555.500000 Penalty: 957.672729
	Iteration 48Q: 3 clusters Score -2977556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -2977544.500000 Penalty: 957.672729
	Iteration 49Q: 3 clusters Score -2977544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -2977542.000000 Penalty: 957.672729
	Iteration 50Q: 3 clusters Score -2977542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -2977536.750000 Penalty: 957.672729
	Iteration 51Q: 3 clusters Score -2977537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -2977533.250000 Penalty: 957.672729
	Iteration 52Q: 3 clusters Score -2977533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -2977534.250000 Penalty: 957.672729
	Iteration 53Q: 3 clusters Score -2977534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -2977533.250000 Penalty: 957.672729
	Iteration 54Q: 3 clusters Score -2977533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -2977528.500000 Penalty: 957.672729
	Iteration 55Q: 3 clusters Score -2977528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -2977532.000000 Penalty: 957.672729
	Iteration 56Q: 3 clusters Score -2977532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -2977532.750000 Penalty: 957.672729
	Iteration 57Q: 3 clusters Score -2977533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -2977532.750000 Penalty: 957.672729
	Iteration 58F: 3 clusters Score -2977533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 2762 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24270 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27883 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20729 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4753 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3837 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 337 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 31462 members 
Mstep: Class 53 contains 3233 members 
Mstep: Class 54 contains 390 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18914 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19676 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27571 members 
Mstep: Class 61 contains 23463 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 2894 members 
Mstep: Class 64 contains 36570 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1302 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14384 members 
Mstep: Class 71 contains 29648 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10631 members 
Entering Unmasked Estep 
Score: -42171192.000000 Penalty: 43941.359375
Splitting cluster 4 changes total score from -42171092.000000 to -42171192.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 5 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -19638.808594 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -19638.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19308.710938 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -19308.71 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19419.019531 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -19419.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -19463.003906 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -19463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19496.109375 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -19496.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19520.513672 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -19520.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -19548.695312 Penalty: 524.060059
	Iteration 5F: 3 clusters Score -19548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19562.335938 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -19562.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19566.886719 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -19566.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19569.597656 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -19569.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19569.597656 Penalty: 524.060059
	Iteration 9F: 3 clusters Score -19569.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Entering Unmasked Estep 
Score: -1503515.375000 Penalty: 447.088470
	Iteration 0F: 2 clusters Score -1503515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1491264.750000 Penalty: 894.176941
	Iteration 0F: 3 clusters Score -1491265 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1496390.375000 Penalty: 894.176941
	Iteration 1F: 3 clusters Score -1496390 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1497006.875000 Penalty: 894.176941
	Iteration 2F: 3 clusters Score -1497007 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1498175.250000 Penalty: 894.176941
	Iteration 3F: 3 clusters Score -1498175 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1499722.250000 Penalty: 894.176941
	Iteration 4F: 3 clusters Score -1499722 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1501150.375000 Penalty: 894.176941
	Iteration 5F: 3 clusters Score -1501150 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1501972.500000 Penalty: 894.176941
	Iteration 6F: 3 clusters Score -1501972 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1502374.625000 Penalty: 894.176941
	Iteration 7Q: 3 clusters Score -1502375 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1502686.250000 Penalty: 894.176941
	Iteration 8Q: 3 clusters Score -1502686 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1502961.125000 Penalty: 894.176941
	Iteration 9Q: 3 clusters Score -1502961 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1503158.750000 Penalty: 894.176941
	Iteration 10Q: 3 clusters Score -1503159 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1503274.375000 Penalty: 894.176941
	Iteration 11Q: 3 clusters Score -1503274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1503332.625000 Penalty: 894.176941
	Iteration 12Q: 3 clusters Score -1503333 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1503366.875000 Penalty: 894.176941
	Iteration 13Q: 3 clusters Score -1503367 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1503391.125000 Penalty: 894.176941
	Iteration 14Q: 3 clusters Score -1503391 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1503401.750000 Penalty: 894.176941
	Iteration 15Q: 3 clusters Score -1503402 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1503404.250000 Penalty: 894.176941
	Iteration 16Q: 3 clusters Score -1503404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1503414.250000 Penalty: 894.176941
	Iteration 17Q: 3 clusters Score -1503414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1503418.000000 Penalty: 894.176941
	Iteration 18Q: 3 clusters Score -1503418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1503418.375000 Penalty: 894.176941
	Iteration 19Q: 3 clusters Score -1503418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1503415.375000 Penalty: 894.176941
	Iteration 20F: 3 clusters Score -1503415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1503416.250000 Penalty: 894.176941
	Iteration 21Q: 3 clusters Score -1503416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1503420.125000 Penalty: 894.176941
	Iteration 22Q: 3 clusters Score -1503420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1503417.375000 Penalty: 894.176941
	Iteration 23Q: 3 clusters Score -1503417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1503416.500000 Penalty: 894.176941
	Iteration 24Q: 3 clusters Score -1503416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1503414.625000 Penalty: 894.176941
	Iteration 25Q: 3 clusters Score -1503415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1503415.750000 Penalty: 894.176941
	Iteration 26Q: 3 clusters Score -1503416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1503416.750000 Penalty: 894.176941
	Iteration 27Q: 3 clusters Score -1503417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1503419.125000 Penalty: 894.176941
	Iteration 28Q: 3 clusters Score -1503419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1503419.125000 Penalty: 894.176941
	Iteration 29Q: 3 clusters Score -1503419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1503422.875000 Penalty: 894.176941
	Iteration 30Q: 3 clusters Score -1503423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1503424.750000 Penalty: 894.176941
	Iteration 31Q: 3 clusters Score -1503425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1503418.875000 Penalty: 894.176941
	Iteration 32Q: 3 clusters Score -1503419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1503423.750000 Penalty: 894.176941
	Iteration 33Q: 3 clusters Score -1503424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1503423.500000 Penalty: 894.176941
	Iteration 34Q: 3 clusters Score -1503424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1503423.250000 Penalty: 894.176941
	Iteration 35Q: 3 clusters Score -1503423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1503421.500000 Penalty: 894.176941
	Iteration 36Q: 3 clusters Score -1503422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1503420.375000 Penalty: 894.176941
	Iteration 37Q: 3 clusters Score -1503420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1503422.000000 Penalty: 894.176941
	Iteration 38Q: 3 clusters Score -1503422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1503419.375000 Penalty: 894.176941
	Iteration 39Q: 3 clusters Score -1503419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1503420.500000 Penalty: 894.176941
	Iteration 40F: 3 clusters Score -1503420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1503422.500000 Penalty: 894.176941
	Iteration 41Q: 3 clusters Score -1503422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1503417.750000 Penalty: 894.176941
	Iteration 42Q: 3 clusters Score -1503418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1503420.750000 Penalty: 894.176941
	Iteration 43Q: 3 clusters Score -1503421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1503421.625000 Penalty: 894.176941
	Iteration 44Q: 3 clusters Score -1503422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1503422.750000 Penalty: 894.176941
	Iteration 45Q: 3 clusters Score -1503423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1503423.750000 Penalty: 894.176941
	Iteration 46Q: 3 clusters Score -1503424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1503425.125000 Penalty: 894.176941
	Iteration 47Q: 3 clusters Score -1503425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1503425.250000 Penalty: 894.176941
	Iteration 48Q: 3 clusters Score -1503425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1503424.000000 Penalty: 894.176941
	Iteration 49Q: 3 clusters Score -1503424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1503423.500000 Penalty: 894.176941
	Iteration 50Q: 3 clusters Score -1503424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1503424.750000 Penalty: 894.176941
	Iteration 51Q: 3 clusters Score -1503425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1503424.375000 Penalty: 894.176941
	Iteration 52Q: 3 clusters Score -1503424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1503424.250000 Penalty: 894.176941
	Iteration 53Q: 3 clusters Score -1503424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1503422.500000 Penalty: 894.176941
	Iteration 54Q: 3 clusters Score -1503422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1503421.375000 Penalty: 894.176941
	Iteration 55Q: 3 clusters Score -1503421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1503421.375000 Penalty: 894.176941
	Iteration 56F: 3 clusters Score -1503421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -26470.193359 Penalty: 279.168213
	Iteration 0F: 2 clusters Score -26470.19 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 255 members 
Entering Unmasked Estep 
Score: -26061.861328 Penalty: 558.336426
	Iteration 0F: 3 clusters Score -26061.86 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26250.417969 Penalty: 558.336426
	Iteration 1F: 3 clusters Score -26250.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26275.144531 Penalty: 558.336426
	Iteration 2F: 3 clusters Score -26275.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -26302.873047 Penalty: 558.336426
	Iteration 3Q: 3 clusters Score -26302.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26338.806641 Penalty: 558.336426
	Iteration 4Q: 3 clusters Score -26338.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26365.236328 Penalty: 558.336426
	Iteration 5Q: 3 clusters Score -26365.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26377.533203 Penalty: 558.336426
	Iteration 6Q: 3 clusters Score -26377.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26386.132812 Penalty: 558.336426
	Iteration 7Q: 3 clusters Score -26386.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -26392.541016 Penalty: 558.336426
	Iteration 8Q: 3 clusters Score -26392.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26401.771484 Penalty: 558.336426
	Iteration 9Q: 3 clusters Score -26401.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26422.236328 Penalty: 558.336426
	Iteration 10Q: 3 clusters Score -26422.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26440.191406 Penalty: 558.336426
	Iteration 11Q: 3 clusters Score -26440.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26444.648438 Penalty: 558.336426
	Iteration 12Q: 3 clusters Score -26444.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26445.300781 Penalty: 558.336426
	Iteration 13Q: 3 clusters Score -26445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -26445.697266 Penalty: 558.336426
	Iteration 14Q: 3 clusters Score -26445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26446.179688 Penalty: 558.336426
	Iteration 15Q: 3 clusters Score -26446.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26446.179688 Penalty: 558.336426
	Iteration 16F: 3 clusters Score -26446.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Entering Unmasked Estep 
Score: -1905441.250000 Penalty: 457.783447
	Iteration 0F: 2 clusters Score -1905441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1890373.250000 Penalty: 915.566895
	Iteration 0F: 3 clusters Score -1890373 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1896682.125000 Penalty: 915.566895
	Iteration 1F: 3 clusters Score -1896682 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1896907.500000 Penalty: 915.566895
	Iteration 2Q: 3 clusters Score -1896908 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1897161.625000 Penalty: 915.566895
	Iteration 3Q: 3 clusters Score -1897162 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1897553.625000 Penalty: 915.566895
	Iteration 4Q: 3 clusters Score -1897554 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1898201.750000 Penalty: 915.566895
	Iteration 5F: 3 clusters Score -1898202 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1899243.750000 Penalty: 915.566895
	Iteration 6F: 3 clusters Score -1899244 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1900696.375000 Penalty: 915.566895
	Iteration 7F: 3 clusters Score -1900696 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1902167.625000 Penalty: 915.566895
	Iteration 8F: 3 clusters Score -1902168 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1903418.000000 Penalty: 915.566895
	Iteration 9F: 3 clusters Score -1903418 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1904183.500000 Penalty: 915.566895
	Iteration 10Q: 3 clusters Score -1904184 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1904604.375000 Penalty: 915.566895
	Iteration 11Q: 3 clusters Score -1904604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1904827.250000 Penalty: 915.566895
	Iteration 12Q: 3 clusters Score -1904827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1904942.500000 Penalty: 915.566895
	Iteration 13Q: 3 clusters Score -1904942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1904971.875000 Penalty: 915.566895
	Iteration 14Q: 3 clusters Score -1904972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1905001.500000 Penalty: 915.566895
	Iteration 15Q: 3 clusters Score -1905002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1905017.125000 Penalty: 915.566895
	Iteration 16Q: 3 clusters Score -1905017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1905026.375000 Penalty: 915.566895
	Iteration 17Q: 3 clusters Score -1905026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1905024.250000 Penalty: 915.566895
	Iteration 18Q: 3 clusters Score -1905024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1905036.625000 Penalty: 915.566895
	Iteration 19Q: 3 clusters Score -1905037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1905042.375000 Penalty: 915.566895
	Iteration 20F: 3 clusters Score -1905042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -1905050.500000 Penalty: 915.566895
	Iteration 21Q: 3 clusters Score -1905050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1905053.250000 Penalty: 915.566895
	Iteration 22Q: 3 clusters Score -1905053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1905058.125000 Penalty: 915.566895
	Iteration 23Q: 3 clusters Score -1905058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1905061.125000 Penalty: 915.566895
	Iteration 24Q: 3 clusters Score -1905061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1905061.000000 Penalty: 915.566895
	Iteration 25Q: 3 clusters Score -1905061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1905061.000000 Penalty: 915.566895
	Iteration 26F: 3 clusters Score -1905061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -80375.062500 Penalty: 319.133148
	Iteration 0F: 2 clusters Score -80375.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -79493.531250 Penalty: 638.266296
	Iteration 0F: 3 clusters Score -79493.53 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -79783.992188 Penalty: 638.266296
	Iteration 1F: 3 clusters Score -79783.99 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -79854.789062 Penalty: 638.266296
	Iteration 2F: 3 clusters Score -79854.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79914.867188 Penalty: 638.266296
	Iteration 3F: 3 clusters Score -79914.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79983.359375 Penalty: 638.266296
	Iteration 4F: 3 clusters Score -79983.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80009.507812 Penalty: 638.266296
	Iteration 5Q: 3 clusters Score -80009.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80020.664062 Penalty: 638.266296
	Iteration 6Q: 3 clusters Score -80020.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80028.523438 Penalty: 638.266296
	Iteration 7Q: 3 clusters Score -80028.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80033.187500 Penalty: 638.266296
	Iteration 8Q: 3 clusters Score -80033.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80039.640625 Penalty: 638.266296
	Iteration 9Q: 3 clusters Score -80039.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80048.937500 Penalty: 638.266296
	Iteration 10Q: 3 clusters Score -80048.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80055.875000 Penalty: 638.266296
	Iteration 11Q: 3 clusters Score -80055.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80062.312500 Penalty: 638.266296
	Iteration 12Q: 3 clusters Score -80062.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80065.343750 Penalty: 638.266296
	Iteration 13Q: 3 clusters Score -80065.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80069.460938 Penalty: 638.266296
	Iteration 14Q: 3 clusters Score -80069.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80071.835938 Penalty: 638.266296
	Iteration 15Q: 3 clusters Score -80071.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80073.703125 Penalty: 638.266296
	Iteration 16Q: 3 clusters Score -80073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80074.578125 Penalty: 638.266296
	Iteration 17Q: 3 clusters Score -80074.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80074.781250 Penalty: 638.266296
	Iteration 18Q: 3 clusters Score -80074.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80074.898438 Penalty: 638.266296
	Iteration 19Q: 3 clusters Score -80074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80075.109375 Penalty: 638.266296
	Iteration 20F: 3 clusters Score -80075.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Entering Unmasked Estep 
Score: -491302.843750 Penalty: 397.997284
	Iteration 0F: 2 clusters Score -491302.8 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 3204 members 
Entering Unmasked Estep 
Score: -487064.468750 Penalty: 795.994568
	Iteration 0F: 3 clusters Score -487064.5 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -488673.437500 Penalty: 795.994568
	Iteration 1F: 3 clusters Score -488673.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -488800.437500 Penalty: 795.994568
	Iteration 2Q: 3 clusters Score -488800.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -488938.906250 Penalty: 795.994568
	Iteration 3F: 3 clusters Score -488938.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -489145.375000 Penalty: 795.994568
	Iteration 4F: 3 clusters Score -489145.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -489412.656250 Penalty: 795.994568
	Iteration 5F: 3 clusters Score -489412.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -489764.562500 Penalty: 795.994568
	Iteration 6F: 3 clusters Score -489764.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -490170.968750 Penalty: 795.994568
	Iteration 7F: 3 clusters Score -490171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -490494.625000 Penalty: 795.994568
	Iteration 8F: 3 clusters Score -490494.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -490738.093750 Penalty: 795.994568
	Iteration 9Q: 3 clusters Score -490738.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -490865.812500 Penalty: 795.994568
	Iteration 10Q: 3 clusters Score -490865.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -490921.531250 Penalty: 795.994568
	Iteration 11Q: 3 clusters Score -490921.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -490944.031250 Penalty: 795.994568
	Iteration 12Q: 3 clusters Score -490944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -490953.968750 Penalty: 795.994568
	Iteration 13Q: 3 clusters Score -490954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -490961.250000 Penalty: 795.994568
	Iteration 14Q: 3 clusters Score -490961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -490963.156250 Penalty: 795.994568
	Iteration 15Q: 3 clusters Score -490963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -490965.062500 Penalty: 795.994568
	Iteration 16Q: 3 clusters Score -490965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -490965.062500 Penalty: 795.994568
	Iteration 17F: 3 clusters Score -490965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -254317.531250 Penalty: 370.144928
	Iteration 0F: 2 clusters Score -254317.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -251974.234375 Penalty: 740.289856
	Iteration 0F: 3 clusters Score -251974.2 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -252755.109375 Penalty: 740.289856
	Iteration 1F: 3 clusters Score -252755.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -252840.250000 Penalty: 740.289856
	Iteration 2F: 3 clusters Score -252840.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252916.171875 Penalty: 740.289856
	Iteration 3Q: 3 clusters Score -252916.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252983.078125 Penalty: 740.289856
	Iteration 4F: 3 clusters Score -252983.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -253037.421875 Penalty: 740.289856
	Iteration 5Q: 3 clusters Score -253037.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -253110.687500 Penalty: 740.289856
	Iteration 6Q: 3 clusters Score -253110.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -253192.515625 Penalty: 740.289856
	Iteration 7Q: 3 clusters Score -253192.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -253298.390625 Penalty: 740.289856
	Iteration 8Q: 3 clusters Score -253298.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -253421.671875 Penalty: 740.289856
	Iteration 9Q: 3 clusters Score -253421.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -253551.953125 Penalty: 740.289856
	Iteration 10Q: 3 clusters Score -253552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -253675.421875 Penalty: 740.289856
	Iteration 11Q: 3 clusters Score -253675.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -253745.718750 Penalty: 740.289856
	Iteration 12Q: 3 clusters Score -253745.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -253813.968750 Penalty: 740.289856
	Iteration 13Q: 3 clusters Score -253814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -253851.140625 Penalty: 740.289856
	Iteration 14Q: 3 clusters Score -253851.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -253869.921875 Penalty: 740.289856
	Iteration 15Q: 3 clusters Score -253869.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -253880.828125 Penalty: 740.289856
	Iteration 16Q: 3 clusters Score -253880.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -253890.812500 Penalty: 740.289856
	Iteration 17Q: 3 clusters Score -253890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -253902.031250 Penalty: 740.289856
	Iteration 18Q: 3 clusters Score -253902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -253915.375000 Penalty: 740.289856
	Iteration 19Q: 3 clusters Score -253915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -253932.906250 Penalty: 740.289856
	Iteration 20F: 3 clusters Score -253932.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -253940.062500 Penalty: 740.289856
	Iteration 21Q: 3 clusters Score -253940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -253949.734375 Penalty: 740.289856
	Iteration 22Q: 3 clusters Score -253949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -253957.578125 Penalty: 740.289856
	Iteration 23Q: 3 clusters Score -253957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -253959.796875 Penalty: 740.289856
	Iteration 24Q: 3 clusters Score -253959.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -253963.859375 Penalty: 740.289856
	Iteration 25Q: 3 clusters Score -253963.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -253967.437500 Penalty: 740.289856
	Iteration 26Q: 3 clusters Score -253967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -253970.796875 Penalty: 740.289856
	Iteration 27Q: 3 clusters Score -253970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -253978.937500 Penalty: 740.289856
	Iteration 28Q: 3 clusters Score -253978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -253984.093750 Penalty: 740.289856
	Iteration 29Q: 3 clusters Score -253984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -253994.078125 Penalty: 740.289856
	Iteration 30Q: 3 clusters Score -253994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -254000.343750 Penalty: 740.289856
	Iteration 31Q: 3 clusters Score -254000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -254006.796875 Penalty: 740.289856
	Iteration 32Q: 3 clusters Score -254006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -254012.234375 Penalty: 740.289856
	Iteration 33Q: 3 clusters Score -254012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -254016.687500 Penalty: 740.289856
	Iteration 34Q: 3 clusters Score -254016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -254019.593750 Penalty: 740.289856
	Iteration 35Q: 3 clusters Score -254019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -254022.062500 Penalty: 740.289856
	Iteration 36Q: 3 clusters Score -254022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -254022.296875 Penalty: 740.289856
	Iteration 37Q: 3 clusters Score -254022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -254022.296875 Penalty: 740.289856
	Iteration 38F: 3 clusters Score -254022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 125 members 
Entering Unmasked Estep 
Score: -16060.667969 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16060.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16124.560547 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16124.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16132.862305 Penalty: 499.116516
	Iteration 2Q: 3 clusters Score -16132.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16141.179688 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16141.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16144.154297 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16144.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16147.106445 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16147.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16150.718750 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16150.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16154.194336 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16154.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16156.449219 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -16156.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16156.708008 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -16156.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16156.708008 Penalty: 499.116516
	Iteration 10F: 3 clusters Score -16156.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -233117.531250 Penalty: 366.969574
	Iteration 0F: 2 clusters Score -233117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -230919.250000 Penalty: 733.939148
	Iteration 0F: 3 clusters Score -230919.2 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -231699.375000 Penalty: 733.939148
	Iteration 1F: 3 clusters Score -231699.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -231849.578125 Penalty: 733.939148
	Iteration 2F: 3 clusters Score -231849.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -231983.046875 Penalty: 733.939148
	Iteration 3F: 3 clusters Score -231983 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -232133.812500 Penalty: 733.939148
	Iteration 4F: 3 clusters Score -232133.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -232246.984375 Penalty: 733.939148
	Iteration 5F: 3 clusters Score -232247 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -232359.093750 Penalty: 733.939148
	Iteration 6Q: 3 clusters Score -232359.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -232488.625000 Penalty: 733.939148
	Iteration 7Q: 3 clusters Score -232488.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -232591.640625 Penalty: 733.939148
	Iteration 8Q: 3 clusters Score -232591.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -232653.625000 Penalty: 733.939148
	Iteration 9Q: 3 clusters Score -232653.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -232705.031250 Penalty: 733.939148
	Iteration 10Q: 3 clusters Score -232705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -232728.531250 Penalty: 733.939148
	Iteration 11Q: 3 clusters Score -232728.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -232758.500000 Penalty: 733.939148
	Iteration 12Q: 3 clusters Score -232758.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -232787.718750 Penalty: 733.939148
	Iteration 13Q: 3 clusters Score -232787.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -232800.859375 Penalty: 733.939148
	Iteration 14Q: 3 clusters Score -232800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -232809.875000 Penalty: 733.939148
	Iteration 15Q: 3 clusters Score -232809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -232816.765625 Penalty: 733.939148
	Iteration 16Q: 3 clusters Score -232816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -232821.078125 Penalty: 733.939148
	Iteration 17Q: 3 clusters Score -232821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -232821.078125 Penalty: 733.939148
	Iteration 18F: 3 clusters Score -232821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -470240.812500 Penalty: 396.160370
	Iteration 0F: 2 clusters Score -470240.8 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 2989 members 
Entering Unmasked Estep 
Score: -466213.750000 Penalty: 792.320740
	Iteration 0F: 3 clusters Score -466213.8 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -468074.875000 Penalty: 792.320740
	Iteration 1F: 3 clusters Score -468074.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -468368.875000 Penalty: 792.320740
	Iteration 2F: 3 clusters Score -468368.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -468660.968750 Penalty: 792.320740
	Iteration 3F: 3 clusters Score -468661 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -468923.718750 Penalty: 792.320740
	Iteration 4F: 3 clusters Score -468923.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -469123.468750 Penalty: 792.320740
	Iteration 5Q: 3 clusters Score -469123.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -469237.062500 Penalty: 792.320740
	Iteration 6Q: 3 clusters Score -469237.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -469301.562500 Penalty: 792.320740
	Iteration 7Q: 3 clusters Score -469301.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -469352.562500 Penalty: 792.320740
	Iteration 8Q: 3 clusters Score -469352.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -469390.406250 Penalty: 792.320740
	Iteration 9Q: 3 clusters Score -469390.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -469425.000000 Penalty: 792.320740
	Iteration 10Q: 3 clusters Score -469425 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -469470.218750 Penalty: 792.320740
	Iteration 11Q: 3 clusters Score -469470.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -469507.906250 Penalty: 792.320740
	Iteration 12Q: 3 clusters Score -469507.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -469541.531250 Penalty: 792.320740
	Iteration 13Q: 3 clusters Score -469541.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -469580.062500 Penalty: 792.320740
	Iteration 14Q: 3 clusters Score -469580.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -469614.843750 Penalty: 792.320740
	Iteration 15Q: 3 clusters Score -469614.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -469645.968750 Penalty: 792.320740
	Iteration 16Q: 3 clusters Score -469646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -469675.968750 Penalty: 792.320740
	Iteration 17Q: 3 clusters Score -469676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -469705.718750 Penalty: 792.320740
	Iteration 18Q: 3 clusters Score -469705.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -469730.718750 Penalty: 792.320740
	Iteration 19Q: 3 clusters Score -469730.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -469744.343750 Penalty: 792.320740
	Iteration 20F: 3 clusters Score -469744.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -469755.781250 Penalty: 792.320740
	Iteration 21Q: 3 clusters Score -469755.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469764.125000 Penalty: 792.320740
	Iteration 22Q: 3 clusters Score -469764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -469769.906250 Penalty: 792.320740
	Iteration 23Q: 3 clusters Score -469769.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469773.656250 Penalty: 792.320740
	Iteration 24Q: 3 clusters Score -469773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -469775.250000 Penalty: 792.320740
	Iteration 25Q: 3 clusters Score -469775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -469777.531250 Penalty: 792.320740
	Iteration 26Q: 3 clusters Score -469777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -469777.375000 Penalty: 792.320740
	Iteration 27Q: 3 clusters Score -469777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -469779.781250 Penalty: 792.320740
	Iteration 28Q: 3 clusters Score -469779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -469779.843750 Penalty: 792.320740
	Iteration 29Q: 3 clusters Score -469779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -469780.343750 Penalty: 792.320740
	Iteration 30Q: 3 clusters Score -469780.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -469781.531250 Penalty: 792.320740
	Iteration 31Q: 3 clusters Score -469781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -469780.500000 Penalty: 792.320740
	Iteration 32Q: 3 clusters Score -469780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -469781.937500 Penalty: 792.320740
	Iteration 33Q: 3 clusters Score -469781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -469781.093750 Penalty: 792.320740
	Iteration 34Q: 3 clusters Score -469781.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -469782.093750 Penalty: 792.320740
	Iteration 35Q: 3 clusters Score -469782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -469783.250000 Penalty: 792.320740
	Iteration 36Q: 3 clusters Score -469783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -469784.906250 Penalty: 792.320740
	Iteration 37Q: 3 clusters Score -469784.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -469785.750000 Penalty: 792.320740
	Iteration 38Q: 3 clusters Score -469785.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -469787.750000 Penalty: 792.320740
	Iteration 39Q: 3 clusters Score -469787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -469787.156250 Penalty: 792.320740
	Iteration 40F: 3 clusters Score -469787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -469787.375000 Penalty: 792.320740
	Iteration 41Q: 3 clusters Score -469787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -469788.750000 Penalty: 792.320740
	Iteration 42Q: 3 clusters Score -469788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -469788.093750 Penalty: 792.320740
	Iteration 43Q: 3 clusters Score -469788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -469789.406250 Penalty: 792.320740
	Iteration 44Q: 3 clusters Score -469789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -469789.468750 Penalty: 792.320740
	Iteration 45Q: 3 clusters Score -469789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -469790.687500 Penalty: 792.320740
	Iteration 46Q: 3 clusters Score -469790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -469791.000000 Penalty: 792.320740
	Iteration 47Q: 3 clusters Score -469791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -469791.875000 Penalty: 792.320740
	Iteration 48Q: 3 clusters Score -469791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469792.593750 Penalty: 792.320740
	Iteration 49Q: 3 clusters Score -469792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -469791.406250 Penalty: 792.320740
	Iteration 50Q: 3 clusters Score -469791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -469791.656250 Penalty: 792.320740
	Iteration 51Q: 3 clusters Score -469791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -469793.406250 Penalty: 792.320740
	Iteration 52Q: 3 clusters Score -469793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -469793.437500 Penalty: 792.320740
	Iteration 53Q: 3 clusters Score -469793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -469794.093750 Penalty: 792.320740
	Iteration 54Q: 3 clusters Score -469794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -469794.281250 Penalty: 792.320740
	Iteration 55Q: 3 clusters Score -469794.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -469794.406250 Penalty: 792.320740
	Iteration 56Q: 3 clusters Score -469794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -469794.406250 Penalty: 792.320740
	Iteration 57Q: 3 clusters Score -469794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -469794.125000 Penalty: 792.320740
	Iteration 58Q: 3 clusters Score -469794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -469794.125000 Penalty: 792.320740
	Iteration 59F: 3 clusters Score -469794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Entering Unmasked Estep 
Score: -1065719.750000 Penalty: 431.457367
	Iteration 0F: 2 clusters Score -1065720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1056925.375000 Penalty: 862.914734
	Iteration 0F: 3 clusters Score -1056925 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1060247.750000 Penalty: 862.914734
	Iteration 1F: 3 clusters Score -1060248 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1060422.375000 Penalty: 862.914734
	Iteration 2Q: 3 clusters Score -1060422 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1060659.000000 Penalty: 862.914734
	Iteration 3Q: 3 clusters Score -1060659 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1061003.000000 Penalty: 862.914734
	Iteration 4Q: 3 clusters Score -1061003 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1061562.000000 Penalty: 862.914734
	Iteration 5F: 3 clusters Score -1061562 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1062414.125000 Penalty: 862.914734
	Iteration 6F: 3 clusters Score -1062414 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1063434.125000 Penalty: 862.914734
	Iteration 7F: 3 clusters Score -1063434 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1064139.125000 Penalty: 862.914734
	Iteration 8F: 3 clusters Score -1064139 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1064469.250000 Penalty: 862.914734
	Iteration 9Q: 3 clusters Score -1064469 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1064692.125000 Penalty: 862.914734
	Iteration 10Q: 3 clusters Score -1064692 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1064903.875000 Penalty: 862.914734
	Iteration 11Q: 3 clusters Score -1064904 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1065038.625000 Penalty: 862.914734
	Iteration 12Q: 3 clusters Score -1065039 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1065179.000000 Penalty: 862.914734
	Iteration 13Q: 3 clusters Score -1065179 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1065246.875000 Penalty: 862.914734
	Iteration 14Q: 3 clusters Score -1065247 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1065294.625000 Penalty: 862.914734
	Iteration 15Q: 3 clusters Score -1065295 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1065323.250000 Penalty: 862.914734
	Iteration 16Q: 3 clusters Score -1065323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1065328.875000 Penalty: 862.914734
	Iteration 17Q: 3 clusters Score -1065329 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1065330.500000 Penalty: 862.914734
	Iteration 18Q: 3 clusters Score -1065330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1065335.875000 Penalty: 862.914734
	Iteration 19Q: 3 clusters Score -1065336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1065344.375000 Penalty: 862.914734
	Iteration 20F: 3 clusters Score -1065344 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1065342.875000 Penalty: 862.914734
	Iteration 21Q: 3 clusters Score -1065343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1065337.500000 Penalty: 862.914734
	Iteration 22Q: 3 clusters Score -1065338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1065340.125000 Penalty: 862.914734
	Iteration 23Q: 3 clusters Score -1065340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1065336.625000 Penalty: 862.914734
	Iteration 24Q: 3 clusters Score -1065337 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1065334.750000 Penalty: 862.914734
	Iteration 25Q: 3 clusters Score -1065335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1065327.625000 Penalty: 862.914734
	Iteration 26Q: 3 clusters Score -1065328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1065323.750000 Penalty: 862.914734
	Iteration 27Q: 3 clusters Score -1065324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1065319.250000 Penalty: 862.914734
	Iteration 28Q: 3 clusters Score -1065319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1065309.500000 Penalty: 862.914734
	Iteration 29Q: 3 clusters Score -1065310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1065305.250000 Penalty: 862.914734
	Iteration 30Q: 3 clusters Score -1065305 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1065294.625000 Penalty: 862.914734
	Iteration 31Q: 3 clusters Score -1065295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1065290.500000 Penalty: 862.914734
	Iteration 32Q: 3 clusters Score -1065290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1065280.625000 Penalty: 862.914734
	Iteration 33Q: 3 clusters Score -1065281 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1065274.625000 Penalty: 862.914734
	Iteration 34Q: 3 clusters Score -1065275 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1065265.375000 Penalty: 862.914734
	Iteration 35Q: 3 clusters Score -1065265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1065262.500000 Penalty: 862.914734
	Iteration 36Q: 3 clusters Score -1065262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1065256.625000 Penalty: 862.914734
	Iteration 37Q: 3 clusters Score -1065257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1065244.375000 Penalty: 862.914734
	Iteration 38Q: 3 clusters Score -1065244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1065240.125000 Penalty: 862.914734
	Iteration 39Q: 3 clusters Score -1065240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1065241.625000 Penalty: 862.914734
	Iteration 40F: 3 clusters Score -1065242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1065239.250000 Penalty: 862.914734
	Iteration 41Q: 3 clusters Score -1065239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1065235.625000 Penalty: 862.914734
	Iteration 42Q: 3 clusters Score -1065236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1065230.875000 Penalty: 862.914734
	Iteration 43Q: 3 clusters Score -1065231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1065223.875000 Penalty: 862.914734
	Iteration 44Q: 3 clusters Score -1065224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1065220.250000 Penalty: 862.914734
	Iteration 45Q: 3 clusters Score -1065220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1065215.000000 Penalty: 862.914734
	Iteration 46Q: 3 clusters Score -1065215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1065212.625000 Penalty: 862.914734
	Iteration 47Q: 3 clusters Score -1065213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1065208.750000 Penalty: 862.914734
	Iteration 48Q: 3 clusters Score -1065209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1065203.625000 Penalty: 862.914734
	Iteration 49Q: 3 clusters Score -1065204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1065209.250000 Penalty: 862.914734
	Iteration 50Q: 3 clusters Score -1065209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1065198.750000 Penalty: 862.914734
	Iteration 51Q: 3 clusters Score -1065199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1065189.000000 Penalty: 862.914734
	Iteration 52Q: 3 clusters Score -1065189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1065184.000000 Penalty: 862.914734
	Iteration 53Q: 3 clusters Score -1065184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1065194.125000 Penalty: 862.914734
	Iteration 54Q: 3 clusters Score -1065194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1065189.250000 Penalty: 862.914734
	Iteration 55Q: 3 clusters Score -1065189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1065193.500000 Penalty: 862.914734
	Iteration 56Q: 3 clusters Score -1065194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1065189.750000 Penalty: 862.914734
	Iteration 57Q: 3 clusters Score -1065190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1065193.125000 Penalty: 862.914734
	Iteration 58Q: 3 clusters Score -1065193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1065194.000000 Penalty: 862.914734
	Iteration 59Q: 3 clusters Score -1065194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1065199.125000 Penalty: 862.914734
	Iteration 60F: 3 clusters Score -1065199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1065191.625000 Penalty: 862.914734
	Iteration 61Q: 3 clusters Score -1065192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1065195.000000 Penalty: 862.914734
	Iteration 62Q: 3 clusters Score -1065195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1065195.000000 Penalty: 862.914734
	Iteration 63Q: 3 clusters Score -1065195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1065198.375000 Penalty: 862.914734
	Iteration 64Q: 3 clusters Score -1065198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1065196.500000 Penalty: 862.914734
	Iteration 65Q: 3 clusters Score -1065196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1065198.875000 Penalty: 862.914734
	Iteration 66Q: 3 clusters Score -1065199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1065201.125000 Penalty: 862.914734
	Iteration 67Q: 3 clusters Score -1065201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1065198.500000 Penalty: 862.914734
	Iteration 68Q: 3 clusters Score -1065198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1065198.250000 Penalty: 862.914734
	Iteration 69Q: 3 clusters Score -1065198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1065196.750000 Penalty: 862.914734
	Iteration 70Q: 3 clusters Score -1065197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1065202.000000 Penalty: 862.914734
	Iteration 71Q: 3 clusters Score -1065202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1065200.875000 Penalty: 862.914734
	Iteration 72Q: 3 clusters Score -1065201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1065201.750000 Penalty: 862.914734
	Iteration 73Q: 3 clusters Score -1065202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1065200.625000 Penalty: 862.914734
	Iteration 74Q: 3 clusters Score -1065201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1065195.250000 Penalty: 862.914734
	Iteration 75Q: 3 clusters Score -1065195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1065193.000000 Penalty: 862.914734
	Iteration 76Q: 3 clusters Score -1065193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1065191.750000 Penalty: 862.914734
	Iteration 77Q: 3 clusters Score -1065192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1065195.250000 Penalty: 862.914734
	Iteration 78Q: 3 clusters Score -1065195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1065195.375000 Penalty: 862.914734
	Iteration 79Q: 3 clusters Score -1065195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1065195.875000 Penalty: 862.914734
	Iteration 80F: 3 clusters Score -1065196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1065198.125000 Penalty: 862.914734
	Iteration 81Q: 3 clusters Score -1065198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1065193.750000 Penalty: 862.914734
	Iteration 82Q: 3 clusters Score -1065194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1065195.875000 Penalty: 862.914734
	Iteration 83Q: 3 clusters Score -1065196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1065193.375000 Penalty: 862.914734
	Iteration 84Q: 3 clusters Score -1065193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1065195.125000 Penalty: 862.914734
	Iteration 85Q: 3 clusters Score -1065195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1065194.125000 Penalty: 862.914734
	Iteration 86Q: 3 clusters Score -1065194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1065196.875000 Penalty: 862.914734
	Iteration 87Q: 3 clusters Score -1065197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1065197.250000 Penalty: 862.914734
	Iteration 88Q: 3 clusters Score -1065197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1065196.000000 Penalty: 862.914734
	Iteration 89Q: 3 clusters Score -1065196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1065195.875000 Penalty: 862.914734
	Iteration 90Q: 3 clusters Score -1065196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1065195.125000 Penalty: 862.914734
	Iteration 91Q: 3 clusters Score -1065195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1065194.625000 Penalty: 862.914734
	Iteration 92Q: 3 clusters Score -1065195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1065194.125000 Penalty: 862.914734
	Iteration 93Q: 3 clusters Score -1065194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1065195.500000 Penalty: 862.914734
	Iteration 94Q: 3 clusters Score -1065196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1065197.750000 Penalty: 862.914734
	Iteration 95Q: 3 clusters Score -1065198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1065195.625000 Penalty: 862.914734
	Iteration 96Q: 3 clusters Score -1065196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1065196.125000 Penalty: 862.914734
	Iteration 97Q: 3 clusters Score -1065196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1065196.500000 Penalty: 862.914734
	Iteration 98Q: 3 clusters Score -1065196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1065196.500000 Penalty: 862.914734
	Iteration 99F: 3 clusters Score -1065196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -187024.187500 Penalty: 354.022797
	Iteration 0F: 2 clusters Score -187024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -185316.640625 Penalty: 708.045593
	Iteration 0F: 3 clusters Score -185316.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -185840.031250 Penalty: 708.045593
	Iteration 1F: 3 clusters Score -185840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -185927.015625 Penalty: 708.045593
	Iteration 2F: 3 clusters Score -185927 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -185991.296875 Penalty: 708.045593
	Iteration 3F: 3 clusters Score -185991.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -186055.250000 Penalty: 708.045593
	Iteration 4F: 3 clusters Score -186055.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -186171.109375 Penalty: 708.045593
	Iteration 5F: 3 clusters Score -186171.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -186279.375000 Penalty: 708.045593
	Iteration 6F: 3 clusters Score -186279.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -186377.046875 Penalty: 708.045593
	Iteration 7F: 3 clusters Score -186377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -186452.500000 Penalty: 708.045593
	Iteration 8Q: 3 clusters Score -186452.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -186518.437500 Penalty: 708.045593
	Iteration 9Q: 3 clusters Score -186518.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186567.062500 Penalty: 708.045593
	Iteration 10Q: 3 clusters Score -186567.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -186610.468750 Penalty: 708.045593
	Iteration 11Q: 3 clusters Score -186610.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186630.187500 Penalty: 708.045593
	Iteration 12Q: 3 clusters Score -186630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -186640.593750 Penalty: 708.045593
	Iteration 13Q: 3 clusters Score -186640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -186655.921875 Penalty: 708.045593
	Iteration 14Q: 3 clusters Score -186655.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -186667.921875 Penalty: 708.045593
	Iteration 15Q: 3 clusters Score -186667.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -186675.859375 Penalty: 708.045593
	Iteration 16Q: 3 clusters Score -186675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -186679.343750 Penalty: 708.045593
	Iteration 17Q: 3 clusters Score -186679.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186684.062500 Penalty: 708.045593
	Iteration 18Q: 3 clusters Score -186684.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -186686.218750 Penalty: 708.045593
	Iteration 19Q: 3 clusters Score -186686.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186687.515625 Penalty: 708.045593
	Iteration 20F: 3 clusters Score -186687.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -186688.750000 Penalty: 708.045593
	Iteration 21Q: 3 clusters Score -186688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186689.562500 Penalty: 708.045593
	Iteration 22Q: 3 clusters Score -186689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -186690.859375 Penalty: 708.045593
	Iteration 23Q: 3 clusters Score -186690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -186691.328125 Penalty: 708.045593
	Iteration 24Q: 3 clusters Score -186691.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -186691.859375 Penalty: 708.045593
	Iteration 25Q: 3 clusters Score -186691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186692.203125 Penalty: 708.045593
	Iteration 26Q: 3 clusters Score -186692.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186692.203125 Penalty: 708.045593
	Iteration 27F: 3 clusters Score -186692.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -14561.202148 Penalty: 269.431824
	Iteration 0F: 2 clusters Score -14561.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14153.581055 Penalty: 538.863647
	Iteration 0F: 3 clusters Score -14153.58 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14302.722656 Penalty: 538.863647
	Iteration 1F: 3 clusters Score -14302.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -14363.753906 Penalty: 538.863647
	Iteration 2F: 3 clusters Score -14363.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14394.099609 Penalty: 538.863647
	Iteration 3F: 3 clusters Score -14394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14437.561523 Penalty: 538.863647
	Iteration 4Q: 3 clusters Score -14437.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14490.176758 Penalty: 538.863647
	Iteration 5Q: 3 clusters Score -14490.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14513.796875 Penalty: 538.863647
	Iteration 6Q: 3 clusters Score -14513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14517.637695 Penalty: 538.863647
	Iteration 7Q: 3 clusters Score -14517.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14521.683594 Penalty: 538.863647
	Iteration 8Q: 3 clusters Score -14521.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14528.059570 Penalty: 538.863647
	Iteration 9Q: 3 clusters Score -14528.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14530.625000 Penalty: 538.863647
	Iteration 10Q: 3 clusters Score -14530.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14531.997070 Penalty: 538.863647
	Iteration 11Q: 3 clusters Score -14532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14532.237305 Penalty: 538.863647
	Iteration 12Q: 3 clusters Score -14532.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14532.823242 Penalty: 538.863647
	Iteration 13Q: 3 clusters Score -14532.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14532.823242 Penalty: 538.863647
	Iteration 14F: 3 clusters Score -14532.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Entering Unmasked Estep 
Score: -2727762.250000 Penalty: 476.462128
	Iteration 0F: 2 clusters Score -2727762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2704230.750000 Penalty: 952.924255
	Iteration 0F: 3 clusters Score -2704231 nChanged 17199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2714235.750000 Penalty: 952.924255
	Iteration 1F: 3 clusters Score -2714236 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2714705.500000 Penalty: 952.924255
	Iteration 2Q: 3 clusters Score -2714706 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2715273.000000 Penalty: 952.924255
	Iteration 3Q: 3 clusters Score -2715273 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2716061.750000 Penalty: 952.924255
	Iteration 4Q: 3 clusters Score -2716062 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2717223.250000 Penalty: 952.924255
	Iteration 5F: 3 clusters Score -2717223 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2718678.000000 Penalty: 952.924255
	Iteration 6F: 3 clusters Score -2718678 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2720126.250000 Penalty: 952.924255
	Iteration 7F: 3 clusters Score -2720126 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2721096.500000 Penalty: 952.924255
	Iteration 8F: 3 clusters Score -2721096 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2721520.000000 Penalty: 952.924255
	Iteration 9Q: 3 clusters Score -2721520 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2721692.250000 Penalty: 952.924255
	Iteration 10Q: 3 clusters Score -2721692 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2721795.500000 Penalty: 952.924255
	Iteration 11Q: 3 clusters Score -2721796 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2721873.750000 Penalty: 952.924255
	Iteration 12Q: 3 clusters Score -2721874 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2721924.000000 Penalty: 952.924255
	Iteration 13Q: 3 clusters Score -2721924 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2721970.250000 Penalty: 952.924255
	Iteration 14Q: 3 clusters Score -2721970 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2722012.000000 Penalty: 952.924255
	Iteration 15Q: 3 clusters Score -2722012 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2722069.000000 Penalty: 952.924255
	Iteration 16Q: 3 clusters Score -2722069 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2722141.500000 Penalty: 952.924255
	Iteration 17Q: 3 clusters Score -2722142 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2722186.500000 Penalty: 952.924255
	Iteration 18Q: 3 clusters Score -2722186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2722255.250000 Penalty: 952.924255
	Iteration 19Q: 3 clusters Score -2722255 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2722322.000000 Penalty: 952.924255
	Iteration 20F: 3 clusters Score -2722322 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2722387.500000 Penalty: 952.924255
	Iteration 21Q: 3 clusters Score -2722388 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2722468.750000 Penalty: 952.924255
	Iteration 22Q: 3 clusters Score -2722469 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2722526.750000 Penalty: 952.924255
	Iteration 23Q: 3 clusters Score -2722527 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2722575.250000 Penalty: 952.924255
	Iteration 24Q: 3 clusters Score -2722575 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2722641.000000 Penalty: 952.924255
	Iteration 25Q: 3 clusters Score -2722641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2722718.250000 Penalty: 952.924255
	Iteration 26Q: 3 clusters Score -2722718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2722777.000000 Penalty: 952.924255
	Iteration 27Q: 3 clusters Score -2722777 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2722859.500000 Penalty: 952.924255
	Iteration 28Q: 3 clusters Score -2722860 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2722912.250000 Penalty: 952.924255
	Iteration 29Q: 3 clusters Score -2722912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2722983.750000 Penalty: 952.924255
	Iteration 30Q: 3 clusters Score -2722984 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2723045.000000 Penalty: 952.924255
	Iteration 31Q: 3 clusters Score -2723045 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2723119.750000 Penalty: 952.924255
	Iteration 32Q: 3 clusters Score -2723120 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2723189.750000 Penalty: 952.924255
	Iteration 33Q: 3 clusters Score -2723190 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2723248.750000 Penalty: 952.924255
	Iteration 34Q: 3 clusters Score -2723249 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2723310.750000 Penalty: 952.924255
	Iteration 35Q: 3 clusters Score -2723311 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2723368.000000 Penalty: 952.924255
	Iteration 36Q: 3 clusters Score -2723368 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2723414.250000 Penalty: 952.924255
	Iteration 37Q: 3 clusters Score -2723414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2723462.750000 Penalty: 952.924255
	Iteration 38Q: 3 clusters Score -2723463 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2723499.750000 Penalty: 952.924255
	Iteration 39Q: 3 clusters Score -2723500 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2723561.750000 Penalty: 952.924255
	Iteration 40F: 3 clusters Score -2723562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2723613.250000 Penalty: 952.924255
	Iteration 41Q: 3 clusters Score -2723613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2723657.000000 Penalty: 952.924255
	Iteration 42Q: 3 clusters Score -2723657 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2723701.250000 Penalty: 952.924255
	Iteration 43Q: 3 clusters Score -2723701 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2723750.750000 Penalty: 952.924255
	Iteration 44Q: 3 clusters Score -2723751 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2723771.500000 Penalty: 952.924255
	Iteration 45Q: 3 clusters Score -2723772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2723782.500000 Penalty: 952.924255
	Iteration 46Q: 3 clusters Score -2723782 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2723805.750000 Penalty: 952.924255
	Iteration 47Q: 3 clusters Score -2723806 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2723823.500000 Penalty: 952.924255
	Iteration 48Q: 3 clusters Score -2723824 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2723853.250000 Penalty: 952.924255
	Iteration 49Q: 3 clusters Score -2723853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2723875.500000 Penalty: 952.924255
	Iteration 50Q: 3 clusters Score -2723876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2723901.750000 Penalty: 952.924255
	Iteration 51Q: 3 clusters Score -2723902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2723934.500000 Penalty: 952.924255
	Iteration 52Q: 3 clusters Score -2723934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2723944.000000 Penalty: 952.924255
	Iteration 53Q: 3 clusters Score -2723944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2723939.000000 Penalty: 952.924255
	Iteration 54Q: 3 clusters Score -2723939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2723943.750000 Penalty: 952.924255
	Iteration 55Q: 3 clusters Score -2723944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -2723963.500000 Penalty: 952.924255
	Iteration 56Q: 3 clusters Score -2723964 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2723977.500000 Penalty: 952.924255
	Iteration 57Q: 3 clusters Score -2723978 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2723998.250000 Penalty: 952.924255
	Iteration 58Q: 3 clusters Score -2723998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2723993.250000 Penalty: 952.924255
	Iteration 59Q: 3 clusters Score -2723993 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2724003.750000 Penalty: 952.924255
	Iteration 60F: 3 clusters Score -2724004 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2724013.500000 Penalty: 952.924255
	Iteration 61Q: 3 clusters Score -2724014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2724028.750000 Penalty: 952.924255
	Iteration 62Q: 3 clusters Score -2724029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2724039.000000 Penalty: 952.924255
	Iteration 63Q: 3 clusters Score -2724039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2724050.500000 Penalty: 952.924255
	Iteration 64Q: 3 clusters Score -2724050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2724066.000000 Penalty: 952.924255
	Iteration 65Q: 3 clusters Score -2724066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2724079.250000 Penalty: 952.924255
	Iteration 66Q: 3 clusters Score -2724079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2724092.250000 Penalty: 952.924255
	Iteration 67Q: 3 clusters Score -2724092 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -2724092.750000 Penalty: 952.924255
	Iteration 68Q: 3 clusters Score -2724093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2724108.500000 Penalty: 952.924255
	Iteration 69Q: 3 clusters Score -2724108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -2724118.000000 Penalty: 952.924255
	Iteration 70Q: 3 clusters Score -2724118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2724150.250000 Penalty: 952.924255
	Iteration 71Q: 3 clusters Score -2724150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -2724158.250000 Penalty: 952.924255
	Iteration 72Q: 3 clusters Score -2724158 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -2724179.500000 Penalty: 952.924255
	Iteration 73Q: 3 clusters Score -2724180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2724205.000000 Penalty: 952.924255
	Iteration 74Q: 3 clusters Score -2724205 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -2724213.750000 Penalty: 952.924255
	Iteration 75Q: 3 clusters Score -2724214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2724230.750000 Penalty: 952.924255
	Iteration 76Q: 3 clusters Score -2724231 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2724245.000000 Penalty: 952.924255
	Iteration 77Q: 3 clusters Score -2724245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2724268.500000 Penalty: 952.924255
	Iteration 78Q: 3 clusters Score -2724268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2724294.000000 Penalty: 952.924255
	Iteration 79Q: 3 clusters Score -2724294 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -2724336.000000 Penalty: 952.924255
	Iteration 80F: 3 clusters Score -2724336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -2724372.250000 Penalty: 952.924255
	Iteration 81Q: 3 clusters Score -2724372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -2724406.000000 Penalty: 952.924255
	Iteration 82Q: 3 clusters Score -2724406 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -2724464.500000 Penalty: 952.924255
	Iteration 83Q: 3 clusters Score -2724464 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -2724509.500000 Penalty: 952.924255
	Iteration 84Q: 3 clusters Score -2724510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -2724607.750000 Penalty: 952.924255
	Iteration 85Q: 3 clusters Score -2724608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -2724705.750000 Penalty: 952.924255
	Iteration 86Q: 3 clusters Score -2724706 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2724787.500000 Penalty: 952.924255
	Iteration 87Q: 3 clusters Score -2724788 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -2724881.500000 Penalty: 952.924255
	Iteration 88Q: 3 clusters Score -2724882 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -2724984.250000 Penalty: 952.924255
	Iteration 89Q: 3 clusters Score -2724984 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -2725122.750000 Penalty: 952.924255
	Iteration 90Q: 3 clusters Score -2725123 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -2725274.500000 Penalty: 952.924255
	Iteration 91Q: 3 clusters Score -2725274 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -2725434.250000 Penalty: 952.924255
	Iteration 92Q: 3 clusters Score -2725434 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -2725604.250000 Penalty: 952.924255
	Iteration 93Q: 3 clusters Score -2725604 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2725764.750000 Penalty: 952.924255
	Iteration 94Q: 3 clusters Score -2725765 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2725922.250000 Penalty: 952.924255
	Iteration 95Q: 3 clusters Score -2725922 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -2726075.500000 Penalty: 952.924255
	Iteration 96Q: 3 clusters Score -2726076 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -2726225.750000 Penalty: 952.924255
	Iteration 97Q: 3 clusters Score -2726226 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -2726388.500000 Penalty: 952.924255
	Iteration 98Q: 3 clusters Score -2726388 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -2726535.000000 Penalty: 952.924255
	Iteration 99Q: 3 clusters Score -2726535 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -2726663.500000 Penalty: 952.924255
	Iteration 100F: 3 clusters Score -2726664 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -2726779.750000 Penalty: 952.924255
	Iteration 101Q: 3 clusters Score -2726780 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -2726904.750000 Penalty: 952.924255
	Iteration 102Q: 3 clusters Score -2726905 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -2726993.750000 Penalty: 952.924255
	Iteration 103Q: 3 clusters Score -2726994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -2727076.000000 Penalty: 952.924255
	Iteration 104Q: 3 clusters Score -2727076 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -2727150.250000 Penalty: 952.924255
	Iteration 105Q: 3 clusters Score -2727150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -2727210.750000 Penalty: 952.924255
	Iteration 106Q: 3 clusters Score -2727211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2727247.500000 Penalty: 952.924255
	Iteration 107Q: 3 clusters Score -2727248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -2727280.500000 Penalty: 952.924255
	Iteration 108Q: 3 clusters Score -2727280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -2727308.500000 Penalty: 952.924255
	Iteration 109Q: 3 clusters Score -2727308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -2727326.500000 Penalty: 952.924255
	Iteration 110Q: 3 clusters Score -2727326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -2727335.500000 Penalty: 952.924255
	Iteration 111Q: 3 clusters Score -2727336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -2727349.250000 Penalty: 952.924255
	Iteration 112Q: 3 clusters Score -2727349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -2727351.500000 Penalty: 952.924255
	Iteration 113Q: 3 clusters Score -2727352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -2727359.250000 Penalty: 952.924255
	Iteration 114Q: 3 clusters Score -2727359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -2727359.250000 Penalty: 952.924255
	Iteration 115Q: 3 clusters Score -2727359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2727362.000000 Penalty: 952.924255
	Iteration 116Q: 3 clusters Score -2727362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -2727370.250000 Penalty: 952.924255
	Iteration 117Q: 3 clusters Score -2727370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -2727366.500000 Penalty: 952.924255
	Iteration 118Q: 3 clusters Score -2727366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -2727371.000000 Penalty: 952.924255
	Iteration 119Q: 3 clusters Score -2727371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -2727375.250000 Penalty: 952.924255
	Iteration 120F: 3 clusters Score -2727375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -2727371.000000 Penalty: 952.924255
	Iteration 121Q: 3 clusters Score -2727371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -2727372.250000 Penalty: 952.924255
	Iteration 122Q: 3 clusters Score -2727372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2727373.750000 Penalty: 952.924255
	Iteration 123Q: 3 clusters Score -2727374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2727373.750000 Penalty: 952.924255
	Iteration 124Q: 3 clusters Score -2727374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2727374.250000 Penalty: 952.924255
	Iteration 125Q: 3 clusters Score -2727374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2727374.250000 Penalty: 952.924255
	Iteration 126F: 3 clusters Score -2727374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -218742.718750 Penalty: 364.244202
	Iteration 0F: 2 clusters Score -218742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -216669.843750 Penalty: 728.488403
	Iteration 0F: 3 clusters Score -216669.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -217390.468750 Penalty: 728.488403
	Iteration 1F: 3 clusters Score -217390.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -217499.625000 Penalty: 728.488403
	Iteration 2F: 3 clusters Score -217499.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -217582.812500 Penalty: 728.488403
	Iteration 3F: 3 clusters Score -217582.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -217652.796875 Penalty: 728.488403
	Iteration 4Q: 3 clusters Score -217652.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -217734.187500 Penalty: 728.488403
	Iteration 5Q: 3 clusters Score -217734.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217809.312500 Penalty: 728.488403
	Iteration 6Q: 3 clusters Score -217809.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -217861.984375 Penalty: 728.488403
	Iteration 7Q: 3 clusters Score -217862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -217910.296875 Penalty: 728.488403
	Iteration 8Q: 3 clusters Score -217910.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -217951.328125 Penalty: 728.488403
	Iteration 9Q: 3 clusters Score -217951.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -217988.937500 Penalty: 728.488403
	Iteration 10Q: 3 clusters Score -217988.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -218024.406250 Penalty: 728.488403
	Iteration 11Q: 3 clusters Score -218024.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -218053.468750 Penalty: 728.488403
	Iteration 12Q: 3 clusters Score -218053.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -218079.250000 Penalty: 728.488403
	Iteration 13Q: 3 clusters Score -218079.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -218097.046875 Penalty: 728.488403
	Iteration 14Q: 3 clusters Score -218097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -218106.843750 Penalty: 728.488403
	Iteration 15Q: 3 clusters Score -218106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -218117.437500 Penalty: 728.488403
	Iteration 16Q: 3 clusters Score -218117.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -218128.281250 Penalty: 728.488403
	Iteration 17Q: 3 clusters Score -218128.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -218138.406250 Penalty: 728.488403
	Iteration 18Q: 3 clusters Score -218138.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -218150.390625 Penalty: 728.488403
	Iteration 19Q: 3 clusters Score -218150.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -218164.078125 Penalty: 728.488403
	Iteration 20F: 3 clusters Score -218164.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -218172.875000 Penalty: 728.488403
	Iteration 21Q: 3 clusters Score -218172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -218180.640625 Penalty: 728.488403
	Iteration 22Q: 3 clusters Score -218180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -218185.421875 Penalty: 728.488403
	Iteration 23Q: 3 clusters Score -218185.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -218188.921875 Penalty: 728.488403
	Iteration 24Q: 3 clusters Score -218188.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -218190.578125 Penalty: 728.488403
	Iteration 25Q: 3 clusters Score -218190.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -218193.093750 Penalty: 728.488403
	Iteration 26Q: 3 clusters Score -218193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -218195.593750 Penalty: 728.488403
	Iteration 27Q: 3 clusters Score -218195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -218197.046875 Penalty: 728.488403
	Iteration 28Q: 3 clusters Score -218197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -218198.890625 Penalty: 728.488403
	Iteration 29Q: 3 clusters Score -218198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -218202.234375 Penalty: 728.488403
	Iteration 30Q: 3 clusters Score -218202.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -218206.390625 Penalty: 728.488403
	Iteration 31Q: 3 clusters Score -218206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -218209.609375 Penalty: 728.488403
	Iteration 32Q: 3 clusters Score -218209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -218212.984375 Penalty: 728.488403
	Iteration 33Q: 3 clusters Score -218213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -218218.000000 Penalty: 728.488403
	Iteration 34Q: 3 clusters Score -218218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -218225.265625 Penalty: 728.488403
	Iteration 35Q: 3 clusters Score -218225.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -218236.125000 Penalty: 728.488403
	Iteration 36Q: 3 clusters Score -218236.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -218246.984375 Penalty: 728.488403
	Iteration 37Q: 3 clusters Score -218247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -218261.796875 Penalty: 728.488403
	Iteration 38Q: 3 clusters Score -218261.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -218275.015625 Penalty: 728.488403
	Iteration 39Q: 3 clusters Score -218275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -218282.046875 Penalty: 728.488403
	Iteration 40F: 3 clusters Score -218282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -218288.609375 Penalty: 728.488403
	Iteration 41Q: 3 clusters Score -218288.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -218295.156250 Penalty: 728.488403
	Iteration 42Q: 3 clusters Score -218295.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -218302.796875 Penalty: 728.488403
	Iteration 43Q: 3 clusters Score -218302.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -218309.609375 Penalty: 728.488403
	Iteration 44Q: 3 clusters Score -218309.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -218317.203125 Penalty: 728.488403
	Iteration 45Q: 3 clusters Score -218317.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -218323.750000 Penalty: 728.488403
	Iteration 46Q: 3 clusters Score -218323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -218327.812500 Penalty: 728.488403
	Iteration 47Q: 3 clusters Score -218327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -218334.687500 Penalty: 728.488403
	Iteration 48Q: 3 clusters Score -218334.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -218340.281250 Penalty: 728.488403
	Iteration 49Q: 3 clusters Score -218340.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -218343.671875 Penalty: 728.488403
	Iteration 50Q: 3 clusters Score -218343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -218345.656250 Penalty: 728.488403
	Iteration 51Q: 3 clusters Score -218345.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -218347.328125 Penalty: 728.488403
	Iteration 52Q: 3 clusters Score -218347.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -218348.921875 Penalty: 728.488403
	Iteration 53Q: 3 clusters Score -218348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -218351.328125 Penalty: 728.488403
	Iteration 54Q: 3 clusters Score -218351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -218353.187500 Penalty: 728.488403
	Iteration 55Q: 3 clusters Score -218353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -218354.609375 Penalty: 728.488403
	Iteration 56Q: 3 clusters Score -218354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -218359.203125 Penalty: 728.488403
	Iteration 57Q: 3 clusters Score -218359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -218365.843750 Penalty: 728.488403
	Iteration 58Q: 3 clusters Score -218365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -218368.562500 Penalty: 728.488403
	Iteration 59Q: 3 clusters Score -218368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -218372.718750 Penalty: 728.488403
	Iteration 60F: 3 clusters Score -218372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -218376.093750 Penalty: 728.488403
	Iteration 61Q: 3 clusters Score -218376.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -218377.671875 Penalty: 728.488403
	Iteration 62Q: 3 clusters Score -218377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -218380.671875 Penalty: 728.488403
	Iteration 63Q: 3 clusters Score -218380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -218381.156250 Penalty: 728.488403
	Iteration 64Q: 3 clusters Score -218381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -218382.609375 Penalty: 728.488403
	Iteration 65Q: 3 clusters Score -218382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -218384.046875 Penalty: 728.488403
	Iteration 66Q: 3 clusters Score -218384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -218386.828125 Penalty: 728.488403
	Iteration 67Q: 3 clusters Score -218386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -218388.765625 Penalty: 728.488403
	Iteration 68Q: 3 clusters Score -218388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -218389.734375 Penalty: 728.488403
	Iteration 69Q: 3 clusters Score -218389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -218390.437500 Penalty: 728.488403
	Iteration 70Q: 3 clusters Score -218390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -218391.203125 Penalty: 728.488403
	Iteration 71Q: 3 clusters Score -218391.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -218393.359375 Penalty: 728.488403
	Iteration 72Q: 3 clusters Score -218393.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -218395.703125 Penalty: 728.488403
	Iteration 73Q: 3 clusters Score -218395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -218398.250000 Penalty: 728.488403
	Iteration 74Q: 3 clusters Score -218398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -218401.343750 Penalty: 728.488403
	Iteration 75Q: 3 clusters Score -218401.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -218404.031250 Penalty: 728.488403
	Iteration 76Q: 3 clusters Score -218404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -218406.343750 Penalty: 728.488403
	Iteration 77Q: 3 clusters Score -218406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -218407.375000 Penalty: 728.488403
	Iteration 78Q: 3 clusters Score -218407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -218408.750000 Penalty: 728.488403
	Iteration 79Q: 3 clusters Score -218408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -218410.187500 Penalty: 728.488403
	Iteration 80F: 3 clusters Score -218410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -218411.875000 Penalty: 728.488403
	Iteration 81Q: 3 clusters Score -218411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -218413.890625 Penalty: 728.488403
	Iteration 82Q: 3 clusters Score -218413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -218415.453125 Penalty: 728.488403
	Iteration 83Q: 3 clusters Score -218415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -218415.640625 Penalty: 728.488403
	Iteration 84Q: 3 clusters Score -218415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -218416.656250 Penalty: 728.488403
	Iteration 85Q: 3 clusters Score -218416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -218417.140625 Penalty: 728.488403
	Iteration 86Q: 3 clusters Score -218417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -218417.640625 Penalty: 728.488403
	Iteration 87Q: 3 clusters Score -218417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -218417.937500 Penalty: 728.488403
	Iteration 88Q: 3 clusters Score -218417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -218417.937500 Penalty: 728.488403
	Iteration 89F: 3 clusters Score -218417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -3698.724121 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -3698.724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3400.869629 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -3400.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3510.239502 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -3510.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3535.184082 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -3535.184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3553.970947 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -3553.971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3558.049072 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -3558.049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3558.049072 Penalty: 491.643646
	Iteration 5F: 3 clusters Score -3558.049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -49581.187500 Penalty: 298.911407
	Iteration 0F: 2 clusters Score -49581.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48992.714844 Penalty: 597.822815
	Iteration 0F: 3 clusters Score -48992.71 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -49207.156250 Penalty: 597.822815
	Iteration 1F: 3 clusters Score -49207.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -49239.058594 Penalty: 597.822815
	Iteration 2F: 3 clusters Score -49239.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49265.445312 Penalty: 597.822815
	Iteration 3Q: 3 clusters Score -49265.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -49285.214844 Penalty: 597.822815
	Iteration 4Q: 3 clusters Score -49285.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -49297.015625 Penalty: 597.822815
	Iteration 5Q: 3 clusters Score -49297.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -49303.261719 Penalty: 597.822815
	Iteration 6Q: 3 clusters Score -49303.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -49306.242188 Penalty: 597.822815
	Iteration 7Q: 3 clusters Score -49306.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49309.109375 Penalty: 597.822815
	Iteration 8Q: 3 clusters Score -49309.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -49311.050781 Penalty: 597.822815
	Iteration 9Q: 3 clusters Score -49311.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -49313.824219 Penalty: 597.822815
	Iteration 10Q: 3 clusters Score -49313.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49317.933594 Penalty: 597.822815
	Iteration 11Q: 3 clusters Score -49317.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49329.027344 Penalty: 597.822815
	Iteration 12Q: 3 clusters Score -49329.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49348.359375 Penalty: 597.822815
	Iteration 13Q: 3 clusters Score -49348.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49365.414062 Penalty: 597.822815
	Iteration 14Q: 3 clusters Score -49365.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -49375.027344 Penalty: 597.822815
	Iteration 15Q: 3 clusters Score -49375.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -49383.832031 Penalty: 597.822815
	Iteration 16Q: 3 clusters Score -49383.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49386.617188 Penalty: 597.822815
	Iteration 17Q: 3 clusters Score -49386.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49392.296875 Penalty: 597.822815
	Iteration 18Q: 3 clusters Score -49392.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -49403.937500 Penalty: 597.822815
	Iteration 19Q: 3 clusters Score -49403.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49430.421875 Penalty: 597.822815
	Iteration 20F: 3 clusters Score -49430.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -49472.519531 Penalty: 597.822815
	Iteration 21Q: 3 clusters Score -49472.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49498.402344 Penalty: 597.822815
	Iteration 22Q: 3 clusters Score -49498.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49509.531250 Penalty: 597.822815
	Iteration 23Q: 3 clusters Score -49509.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49517.472656 Penalty: 597.822815
	Iteration 24Q: 3 clusters Score -49517.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -49523.464844 Penalty: 597.822815
	Iteration 25Q: 3 clusters Score -49523.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -49525.632812 Penalty: 597.822815
	Iteration 26Q: 3 clusters Score -49525.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -49526.593750 Penalty: 597.822815
	Iteration 27Q: 3 clusters Score -49526.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49526.820312 Penalty: 597.822815
	Iteration 28Q: 3 clusters Score -49526.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49526.820312 Penalty: 597.822815
	Iteration 29F: 3 clusters Score -49526.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Entering Unmasked Estep 
Score: -1885864.000000 Penalty: 457.088379
	Iteration 0F: 2 clusters Score -1885864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1870911.375000 Penalty: 914.176758
	Iteration 0F: 3 clusters Score -1870911 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1877633.125000 Penalty: 914.176758
	Iteration 1F: 3 clusters Score -1877633 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1878300.625000 Penalty: 914.176758
	Iteration 2F: 3 clusters Score -1878301 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1879350.250000 Penalty: 914.176758
	Iteration 3F: 3 clusters Score -1879350 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -1880819.375000 Penalty: 914.176758
	Iteration 4F: 3 clusters Score -1880819 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1882406.250000 Penalty: 914.176758
	Iteration 5F: 3 clusters Score -1882406 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1883707.000000 Penalty: 914.176758
	Iteration 6F: 3 clusters Score -1883707 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -1884505.250000 Penalty: 914.176758
	Iteration 7Q: 3 clusters Score -1884505 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -1884961.875000 Penalty: 914.176758
	Iteration 8Q: 3 clusters Score -1884962 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -1885246.250000 Penalty: 914.176758
	Iteration 9Q: 3 clusters Score -1885246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1885365.125000 Penalty: 914.176758
	Iteration 10Q: 3 clusters Score -1885365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -1885409.750000 Penalty: 914.176758
	Iteration 11Q: 3 clusters Score -1885410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1885433.375000 Penalty: 914.176758
	Iteration 12Q: 3 clusters Score -1885433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -1885456.750000 Penalty: 914.176758
	Iteration 13Q: 3 clusters Score -1885457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1885462.250000 Penalty: 914.176758
	Iteration 14Q: 3 clusters Score -1885462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1885463.250000 Penalty: 914.176758
	Iteration 15Q: 3 clusters Score -1885463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -1885465.750000 Penalty: 914.176758
	Iteration 16Q: 3 clusters Score -1885466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1885467.875000 Penalty: 914.176758
	Iteration 17Q: 3 clusters Score -1885468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -1885469.625000 Penalty: 914.176758
	Iteration 18Q: 3 clusters Score -1885470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -1885476.375000 Penalty: 914.176758
	Iteration 19Q: 3 clusters Score -1885476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -1885478.875000 Penalty: 914.176758
	Iteration 20F: 3 clusters Score -1885479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -1885480.000000 Penalty: 914.176758
	Iteration 21Q: 3 clusters Score -1885480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1885480.750000 Penalty: 914.176758
	Iteration 22Q: 3 clusters Score -1885481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1885480.750000 Penalty: 914.176758
	Iteration 23F: 3 clusters Score -1885481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -49247.472656 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -49247.47 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 386 members 
Entering Unmasked Estep 
Score: -48628.910156 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -48628.91 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48830.796875 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -48830.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48877.714844 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -48877.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48921.035156 Penalty: 601.695740
	Iteration 3F: 3 clusters Score -48921.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -48957.679688 Penalty: 601.695740
	Iteration 4F: 3 clusters Score -48957.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48997.906250 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -48997.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -49050.035156 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -49050.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -49082.375000 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -49082.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -49093.574219 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -49093.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -49105.921875 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -49105.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49117.253906 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -49117.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -49138.105469 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -49138.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -49144.550781 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -49144.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49146.429688 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -49146.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -49147.757812 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -49147.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -49149.925781 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -49149.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49154.542969 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -49154.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -49158.437500 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -49158.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -49163.671875 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -49163.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49171.746094 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -49171.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -49173.523438 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -49173.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49175.734375 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -49175.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -49177.617188 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -49177.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49180.539062 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -49180.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49183.726562 Penalty: 601.695740
	Iteration 24Q: 3 clusters Score -49183.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49184.136719 Penalty: 601.695740
	Iteration 25Q: 3 clusters Score -49184.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -49184.136719 Penalty: 601.695740
	Iteration 26F: 3 clusters Score -49184.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 108 members 
Entering Unmasked Estep 
Score: -16738.281250 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16738.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16814.718750 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16814.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16837.746094 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16837.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16846.435547 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16846.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16850.972656 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16850.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16855.808594 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16855.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16859.279297 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16859.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16860.181641 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16860.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16860.181641 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -16860.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1025482.937500 Penalty: 433.364471
	Iteration 0F: 2 clusters Score -1025483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1016302.500000 Penalty: 866.728943
	Iteration 0F: 3 clusters Score -1016302 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1020184.000000 Penalty: 866.728943
	Iteration 1F: 3 clusters Score -1020184 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1020541.687500 Penalty: 866.728943
	Iteration 2F: 3 clusters Score -1020542 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1020904.750000 Penalty: 866.728943
	Iteration 3F: 3 clusters Score -1020905 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1021293.875000 Penalty: 866.728943
	Iteration 4F: 3 clusters Score -1021294 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1021728.312500 Penalty: 866.728943
	Iteration 5F: 3 clusters Score -1021728 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1022276.000000 Penalty: 866.728943
	Iteration 6F: 3 clusters Score -1022276 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1022851.875000 Penalty: 866.728943
	Iteration 7F: 3 clusters Score -1022852 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1023236.062500 Penalty: 866.728943
	Iteration 8Q: 3 clusters Score -1023236 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1023408.062500 Penalty: 866.728943
	Iteration 9Q: 3 clusters Score -1023408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1023508.687500 Penalty: 866.728943
	Iteration 10Q: 3 clusters Score -1023509 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1023600.937500 Penalty: 866.728943
	Iteration 11Q: 3 clusters Score -1023601 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1023689.312500 Penalty: 866.728943
	Iteration 12Q: 3 clusters Score -1023689 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1023779.125000 Penalty: 866.728943
	Iteration 13Q: 3 clusters Score -1023779 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1023876.562500 Penalty: 866.728943
	Iteration 14Q: 3 clusters Score -1023877 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1023972.687500 Penalty: 866.728943
	Iteration 15Q: 3 clusters Score -1023973 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1024077.937500 Penalty: 866.728943
	Iteration 16Q: 3 clusters Score -1024078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1024160.000000 Penalty: 866.728943
	Iteration 17Q: 3 clusters Score -1024160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1024231.750000 Penalty: 866.728943
	Iteration 18Q: 3 clusters Score -1024232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1024302.125000 Penalty: 866.728943
	Iteration 19Q: 3 clusters Score -1024302 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1024377.937500 Penalty: 866.728943
	Iteration 20F: 3 clusters Score -1024378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1024455.312500 Penalty: 866.728943
	Iteration 21Q: 3 clusters Score -1024455 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1024539.750000 Penalty: 866.728943
	Iteration 22Q: 3 clusters Score -1024540 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1024622.500000 Penalty: 866.728943
	Iteration 23Q: 3 clusters Score -1024622 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1024700.625000 Penalty: 866.728943
	Iteration 24Q: 3 clusters Score -1024701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1024780.250000 Penalty: 866.728943
	Iteration 25Q: 3 clusters Score -1024780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1024865.000000 Penalty: 866.728943
	Iteration 26Q: 3 clusters Score -1024865 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1024949.687500 Penalty: 866.728943
	Iteration 27Q: 3 clusters Score -1024950 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1025047.000000 Penalty: 866.728943
	Iteration 28Q: 3 clusters Score -1025047 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1025145.062500 Penalty: 866.728943
	Iteration 29Q: 3 clusters Score -1025145 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1025227.562500 Penalty: 866.728943
	Iteration 30Q: 3 clusters Score -1025228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1025304.812500 Penalty: 866.728943
	Iteration 31Q: 3 clusters Score -1025305 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1025351.187500 Penalty: 866.728943
	Iteration 32Q: 3 clusters Score -1025351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1025385.562500 Penalty: 866.728943
	Iteration 33Q: 3 clusters Score -1025386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1025401.000000 Penalty: 866.728943
	Iteration 34Q: 3 clusters Score -1025401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1025411.750000 Penalty: 866.728943
	Iteration 35Q: 3 clusters Score -1025412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1025420.312500 Penalty: 866.728943
	Iteration 36Q: 3 clusters Score -1025420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1025422.250000 Penalty: 866.728943
	Iteration 37Q: 3 clusters Score -1025422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1025423.750000 Penalty: 866.728943
	Iteration 38Q: 3 clusters Score -1025424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1025425.687500 Penalty: 866.728943
	Iteration 39Q: 3 clusters Score -1025426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1025427.062500 Penalty: 866.728943
	Iteration 40F: 3 clusters Score -1025427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1025428.875000 Penalty: 866.728943
	Iteration 41Q: 3 clusters Score -1025429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1025430.875000 Penalty: 866.728943
	Iteration 42Q: 3 clusters Score -1025431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1025431.062500 Penalty: 866.728943
	Iteration 43Q: 3 clusters Score -1025431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1025432.437500 Penalty: 866.728943
	Iteration 44Q: 3 clusters Score -1025432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1025433.625000 Penalty: 866.728943
	Iteration 45Q: 3 clusters Score -1025434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1025434.750000 Penalty: 866.728943
	Iteration 46Q: 3 clusters Score -1025435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1025435.625000 Penalty: 866.728943
	Iteration 47Q: 3 clusters Score -1025436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1025435.687500 Penalty: 866.728943
	Iteration 48Q: 3 clusters Score -1025436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1025435.250000 Penalty: 866.728943
	Iteration 49Q: 3 clusters Score -1025435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1025435.250000 Penalty: 866.728943
	Iteration 50F: 3 clusters Score -1025435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Entering Unmasked Estep 
Score: -205288.640625 Penalty: 360.528809
	Iteration 0F: 2 clusters Score -205288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -203403.187500 Penalty: 721.057617
	Iteration 0F: 3 clusters Score -203403.2 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -204013.312500 Penalty: 721.057617
	Iteration 1F: 3 clusters Score -204013.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -204091.281250 Penalty: 721.057617
	Iteration 2F: 3 clusters Score -204091.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -204151.515625 Penalty: 721.057617
	Iteration 3F: 3 clusters Score -204151.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -204200.265625 Penalty: 721.057617
	Iteration 4Q: 3 clusters Score -204200.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -204245.562500 Penalty: 721.057617
	Iteration 5Q: 3 clusters Score -204245.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -204299.484375 Penalty: 721.057617
	Iteration 6Q: 3 clusters Score -204299.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -204359.562500 Penalty: 721.057617
	Iteration 7Q: 3 clusters Score -204359.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -204426.718750 Penalty: 721.057617
	Iteration 8Q: 3 clusters Score -204426.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204489.734375 Penalty: 721.057617
	Iteration 9Q: 3 clusters Score -204489.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -204540.609375 Penalty: 721.057617
	Iteration 10Q: 3 clusters Score -204540.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -204582.546875 Penalty: 721.057617
	Iteration 11Q: 3 clusters Score -204582.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -204642.000000 Penalty: 721.057617
	Iteration 12Q: 3 clusters Score -204642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -204700.093750 Penalty: 721.057617
	Iteration 13Q: 3 clusters Score -204700.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -204741.296875 Penalty: 721.057617
	Iteration 14Q: 3 clusters Score -204741.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -204772.171875 Penalty: 721.057617
	Iteration 15Q: 3 clusters Score -204772.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204794.015625 Penalty: 721.057617
	Iteration 16Q: 3 clusters Score -204794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -204812.718750 Penalty: 721.057617
	Iteration 17Q: 3 clusters Score -204812.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204831.015625 Penalty: 721.057617
	Iteration 18Q: 3 clusters Score -204831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204846.218750 Penalty: 721.057617
	Iteration 19Q: 3 clusters Score -204846.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204862.468750 Penalty: 721.057617
	Iteration 20F: 3 clusters Score -204862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -204873.656250 Penalty: 721.057617
	Iteration 21Q: 3 clusters Score -204873.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -204887.515625 Penalty: 721.057617
	Iteration 22Q: 3 clusters Score -204887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -204896.203125 Penalty: 721.057617
	Iteration 23Q: 3 clusters Score -204896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -204905.015625 Penalty: 721.057617
	Iteration 24Q: 3 clusters Score -204905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -204910.765625 Penalty: 721.057617
	Iteration 25Q: 3 clusters Score -204910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204916.156250 Penalty: 721.057617
	Iteration 26Q: 3 clusters Score -204916.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -204920.312500 Penalty: 721.057617
	Iteration 27Q: 3 clusters Score -204920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -204922.718750 Penalty: 721.057617
	Iteration 28Q: 3 clusters Score -204922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -204925.281250 Penalty: 721.057617
	Iteration 29Q: 3 clusters Score -204925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204930.296875 Penalty: 721.057617
	Iteration 30Q: 3 clusters Score -204930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204934.046875 Penalty: 721.057617
	Iteration 31Q: 3 clusters Score -204934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -204936.937500 Penalty: 721.057617
	Iteration 32Q: 3 clusters Score -204936.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -204939.718750 Penalty: 721.057617
	Iteration 33Q: 3 clusters Score -204939.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -204942.375000 Penalty: 721.057617
	Iteration 34Q: 3 clusters Score -204942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -204943.046875 Penalty: 721.057617
	Iteration 35Q: 3 clusters Score -204943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -204944.078125 Penalty: 721.057617
	Iteration 36Q: 3 clusters Score -204944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -204945.796875 Penalty: 721.057617
	Iteration 37Q: 3 clusters Score -204945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -204946.187500 Penalty: 721.057617
	Iteration 38Q: 3 clusters Score -204946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204946.437500 Penalty: 721.057617
	Iteration 39Q: 3 clusters Score -204946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -204946.234375 Penalty: 721.057617
	Iteration 40F: 3 clusters Score -204946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -113307.570312 Penalty: 334.565216
	Iteration 0F: 2 clusters Score -113307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -112172.281250 Penalty: 669.130432
	Iteration 0F: 3 clusters Score -112172.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -112584.398438 Penalty: 669.130432
	Iteration 1F: 3 clusters Score -112584.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -112684.742188 Penalty: 669.130432
	Iteration 2F: 3 clusters Score -112684.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -112752.812500 Penalty: 669.130432
	Iteration 3F: 3 clusters Score -112752.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -112803.101562 Penalty: 669.130432
	Iteration 4F: 3 clusters Score -112803.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -112859.406250 Penalty: 669.130432
	Iteration 5Q: 3 clusters Score -112859.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -112909.359375 Penalty: 669.130432
	Iteration 6Q: 3 clusters Score -112909.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -112939.890625 Penalty: 669.130432
	Iteration 7Q: 3 clusters Score -112939.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -112967.757812 Penalty: 669.130432
	Iteration 8Q: 3 clusters Score -112967.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -112998.390625 Penalty: 669.130432
	Iteration 9Q: 3 clusters Score -112998.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -113029.429688 Penalty: 669.130432
	Iteration 10Q: 3 clusters Score -113029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -113046.039062 Penalty: 669.130432
	Iteration 11Q: 3 clusters Score -113046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -113060.343750 Penalty: 669.130432
	Iteration 12Q: 3 clusters Score -113060.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -113072.179688 Penalty: 669.130432
	Iteration 13Q: 3 clusters Score -113072.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -113075.242188 Penalty: 669.130432
	Iteration 14Q: 3 clusters Score -113075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -113075.968750 Penalty: 669.130432
	Iteration 15Q: 3 clusters Score -113076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -113077.218750 Penalty: 669.130432
	Iteration 16Q: 3 clusters Score -113077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -113079.468750 Penalty: 669.130432
	Iteration 17Q: 3 clusters Score -113079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -113080.343750 Penalty: 669.130432
	Iteration 18Q: 3 clusters Score -113080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -113080.632812 Penalty: 669.130432
	Iteration 19Q: 3 clusters Score -113080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -113081.304688 Penalty: 669.130432
	Iteration 20F: 3 clusters Score -113081.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -57846.511719 Penalty: 307.651550
	Iteration 0F: 2 clusters Score -57846.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57132.136719 Penalty: 615.303101
	Iteration 0F: 3 clusters Score -57132.14 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -57348.316406 Penalty: 615.303101
	Iteration 1F: 3 clusters Score -57348.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -57430.230469 Penalty: 615.303101
	Iteration 2F: 3 clusters Score -57430.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57474.902344 Penalty: 615.303101
	Iteration 3F: 3 clusters Score -57474.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -57499.804688 Penalty: 615.303101
	Iteration 4F: 3 clusters Score -57499.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57512.878906 Penalty: 615.303101
	Iteration 5Q: 3 clusters Score -57512.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -57520.625000 Penalty: 615.303101
	Iteration 6Q: 3 clusters Score -57520.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -57526.156250 Penalty: 615.303101
	Iteration 7Q: 3 clusters Score -57526.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57528.460938 Penalty: 615.303101
	Iteration 8Q: 3 clusters Score -57528.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -57529.515625 Penalty: 615.303101
	Iteration 9Q: 3 clusters Score -57529.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57531.398438 Penalty: 615.303101
	Iteration 10Q: 3 clusters Score -57531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57535.078125 Penalty: 615.303101
	Iteration 11Q: 3 clusters Score -57535.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57535.433594 Penalty: 615.303101
	Iteration 12Q: 3 clusters Score -57535.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -57535.433594 Penalty: 615.303101
	Iteration 13F: 3 clusters Score -57535.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Entering Unmasked Estep 
Score: -1916685.750000 Penalty: 459.413330
	Iteration 0F: 2 clusters Score -1916686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1900817.000000 Penalty: 918.826660
	Iteration 0F: 3 clusters Score -1900817 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1907428.125000 Penalty: 918.826660
	Iteration 1F: 3 clusters Score -1907428 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1907863.375000 Penalty: 918.826660
	Iteration 2Q: 3 clusters Score -1907863 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1908559.500000 Penalty: 918.826660
	Iteration 3Q: 3 clusters Score -1908560 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1909733.500000 Penalty: 918.826660
	Iteration 4F: 3 clusters Score -1909734 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1911377.000000 Penalty: 918.826660
	Iteration 5F: 3 clusters Score -1911377 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1912959.250000 Penalty: 918.826660
	Iteration 6F: 3 clusters Score -1912959 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -1913998.250000 Penalty: 918.826660
	Iteration 7Q: 3 clusters Score -1913998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1914619.750000 Penalty: 918.826660
	Iteration 8Q: 3 clusters Score -1914620 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -1915044.375000 Penalty: 918.826660
	Iteration 9Q: 3 clusters Score -1915044 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -1915325.875000 Penalty: 918.826660
	Iteration 10Q: 3 clusters Score -1915326 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1915542.625000 Penalty: 918.826660
	Iteration 11Q: 3 clusters Score -1915543 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -1915705.250000 Penalty: 918.826660
	Iteration 12Q: 3 clusters Score -1915705 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -1915824.750000 Penalty: 918.826660
	Iteration 13Q: 3 clusters Score -1915825 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1915905.000000 Penalty: 918.826660
	Iteration 14Q: 3 clusters Score -1915905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1915989.500000 Penalty: 918.826660
	Iteration 15Q: 3 clusters Score -1915990 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1916057.250000 Penalty: 918.826660
	Iteration 16Q: 3 clusters Score -1916057 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1916122.875000 Penalty: 918.826660
	Iteration 17Q: 3 clusters Score -1916123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -1916162.250000 Penalty: 918.826660
	Iteration 18Q: 3 clusters Score -1916162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -1916177.750000 Penalty: 918.826660
	Iteration 19Q: 3 clusters Score -1916178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -1916201.125000 Penalty: 918.826660
	Iteration 20F: 3 clusters Score -1916201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -1916217.625000 Penalty: 918.826660
	Iteration 21Q: 3 clusters Score -1916218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -1916221.500000 Penalty: 918.826660
	Iteration 22Q: 3 clusters Score -1916222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -1916227.875000 Penalty: 918.826660
	Iteration 23Q: 3 clusters Score -1916228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -1916234.875000 Penalty: 918.826660
	Iteration 24Q: 3 clusters Score -1916235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -1916235.625000 Penalty: 918.826660
	Iteration 25Q: 3 clusters Score -1916236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -1916239.625000 Penalty: 918.826660
	Iteration 26Q: 3 clusters Score -1916240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -1916249.500000 Penalty: 918.826660
	Iteration 27Q: 3 clusters Score -1916250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1916253.375000 Penalty: 918.826660
	Iteration 28Q: 3 clusters Score -1916253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -1916259.625000 Penalty: 918.826660
	Iteration 29Q: 3 clusters Score -1916260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1916269.125000 Penalty: 918.826660
	Iteration 30Q: 3 clusters Score -1916269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -1916274.625000 Penalty: 918.826660
	Iteration 31Q: 3 clusters Score -1916275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -1916274.625000 Penalty: 918.826660
	Iteration 32Q: 3 clusters Score -1916275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1916275.500000 Penalty: 918.826660
	Iteration 33Q: 3 clusters Score -1916276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -1916274.750000 Penalty: 918.826660
	Iteration 34Q: 3 clusters Score -1916275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -1916275.625000 Penalty: 918.826660
	Iteration 35Q: 3 clusters Score -1916276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -1916277.375000 Penalty: 918.826660
	Iteration 36Q: 3 clusters Score -1916277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -1916276.625000 Penalty: 918.826660
	Iteration 37Q: 3 clusters Score -1916277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -1916276.375000 Penalty: 918.826660
	Iteration 38Q: 3 clusters Score -1916276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -1916276.375000 Penalty: 918.826660
	Iteration 39F: 3 clusters Score -1916276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -898073.312500 Penalty: 423.810669
	Iteration 0F: 2 clusters Score -898073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -890651.437500 Penalty: 847.621338
	Iteration 0F: 3 clusters Score -890651.4 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -893663.125000 Penalty: 847.621338
	Iteration 1F: 3 clusters Score -893663.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -893866.375000 Penalty: 847.621338
	Iteration 2Q: 3 clusters Score -893866.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -894157.500000 Penalty: 847.621338
	Iteration 3Q: 3 clusters Score -894157.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -894614.625000 Penalty: 847.621338
	Iteration 4F: 3 clusters Score -894614.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -895296.875000 Penalty: 847.621338
	Iteration 5F: 3 clusters Score -895296.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -896036.125000 Penalty: 847.621338
	Iteration 6F: 3 clusters Score -896036.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -896438.250000 Penalty: 847.621338
	Iteration 7F: 3 clusters Score -896438.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -896645.625000 Penalty: 847.621338
	Iteration 8Q: 3 clusters Score -896645.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -896852.187500 Penalty: 847.621338
	Iteration 9Q: 3 clusters Score -896852.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -897072.625000 Penalty: 847.621338
	Iteration 10Q: 3 clusters Score -897072.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -897270.250000 Penalty: 847.621338
	Iteration 11Q: 3 clusters Score -897270.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -897409.937500 Penalty: 847.621338
	Iteration 12Q: 3 clusters Score -897409.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -897502.187500 Penalty: 847.621338
	Iteration 13Q: 3 clusters Score -897502.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -897550.812500 Penalty: 847.621338
	Iteration 14Q: 3 clusters Score -897550.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -897585.875000 Penalty: 847.621338
	Iteration 15Q: 3 clusters Score -897585.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -897600.562500 Penalty: 847.621338
	Iteration 16Q: 3 clusters Score -897600.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -897604.875000 Penalty: 847.621338
	Iteration 17Q: 3 clusters Score -897604.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -897606.875000 Penalty: 847.621338
	Iteration 18Q: 3 clusters Score -897606.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -897608.562500 Penalty: 847.621338
	Iteration 19Q: 3 clusters Score -897608.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -897610.812500 Penalty: 847.621338
	Iteration 20F: 3 clusters Score -897610.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -897611.500000 Penalty: 847.621338
	Iteration 21Q: 3 clusters Score -897611.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -897609.937500 Penalty: 847.621338
	Iteration 22Q: 3 clusters Score -897609.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -897610.812500 Penalty: 847.621338
	Iteration 23Q: 3 clusters Score -897610.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -897612.500000 Penalty: 847.621338
	Iteration 24Q: 3 clusters Score -897612.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -897613.625000 Penalty: 847.621338
	Iteration 25Q: 3 clusters Score -897613.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -897615.000000 Penalty: 847.621338
	Iteration 26Q: 3 clusters Score -897615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -897616.562500 Penalty: 847.621338
	Iteration 27Q: 3 clusters Score -897616.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -897615.937500 Penalty: 847.621338
	Iteration 28Q: 3 clusters Score -897615.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -897617.812500 Penalty: 847.621338
	Iteration 29Q: 3 clusters Score -897617.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -897617.125000 Penalty: 847.621338
	Iteration 30Q: 3 clusters Score -897617.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -897615.437500 Penalty: 847.621338
	Iteration 31Q: 3 clusters Score -897615.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -897620.187500 Penalty: 847.621338
	Iteration 32Q: 3 clusters Score -897620.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -897621.062500 Penalty: 847.621338
	Iteration 33Q: 3 clusters Score -897621.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -897619.312500 Penalty: 847.621338
	Iteration 34Q: 3 clusters Score -897619.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -897619.437500 Penalty: 847.621338
	Iteration 35Q: 3 clusters Score -897619.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -897624.875000 Penalty: 847.621338
	Iteration 36Q: 3 clusters Score -897624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -897622.937500 Penalty: 847.621338
	Iteration 37Q: 3 clusters Score -897622.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -897625.062500 Penalty: 847.621338
	Iteration 38Q: 3 clusters Score -897625.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -897623.000000 Penalty: 847.621338
	Iteration 39Q: 3 clusters Score -897623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -897626.062500 Penalty: 847.621338
	Iteration 40F: 3 clusters Score -897626.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -897626.000000 Penalty: 847.621338
	Iteration 41Q: 3 clusters Score -897626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -897626.375000 Penalty: 847.621338
	Iteration 42Q: 3 clusters Score -897626.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -897624.875000 Penalty: 847.621338
	Iteration 43Q: 3 clusters Score -897624.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -897628.125000 Penalty: 847.621338
	Iteration 44Q: 3 clusters Score -897628.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -897628.437500 Penalty: 847.621338
	Iteration 45Q: 3 clusters Score -897628.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -897629.312500 Penalty: 847.621338
	Iteration 46Q: 3 clusters Score -897629.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -897626.875000 Penalty: 847.621338
	Iteration 47Q: 3 clusters Score -897626.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -897625.937500 Penalty: 847.621338
	Iteration 48Q: 3 clusters Score -897625.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -897626.187500 Penalty: 847.621338
	Iteration 49Q: 3 clusters Score -897626.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -897626.437500 Penalty: 847.621338
	Iteration 50Q: 3 clusters Score -897626.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -897632.812500 Penalty: 847.621338
	Iteration 51Q: 3 clusters Score -897632.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -897632.937500 Penalty: 847.621338
	Iteration 52Q: 3 clusters Score -897632.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -897636.625000 Penalty: 847.621338
	Iteration 53Q: 3 clusters Score -897636.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -897639.437500 Penalty: 847.621338
	Iteration 54Q: 3 clusters Score -897639.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -897639.312500 Penalty: 847.621338
	Iteration 55Q: 3 clusters Score -897639.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -897639.125000 Penalty: 847.621338
	Iteration 56Q: 3 clusters Score -897639.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -897641.687500 Penalty: 847.621338
	Iteration 57Q: 3 clusters Score -897641.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -897642.437500 Penalty: 847.621338
	Iteration 58Q: 3 clusters Score -897642.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -897638.687500 Penalty: 847.621338
	Iteration 59Q: 3 clusters Score -897638.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -897638.250000 Penalty: 847.621338
	Iteration 60F: 3 clusters Score -897638.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -897636.750000 Penalty: 847.621338
	Iteration 61Q: 3 clusters Score -897636.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -897636.687500 Penalty: 847.621338
	Iteration 62Q: 3 clusters Score -897636.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -897632.562500 Penalty: 847.621338
	Iteration 63Q: 3 clusters Score -897632.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -897631.000000 Penalty: 847.621338
	Iteration 64Q: 3 clusters Score -897631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -897626.625000 Penalty: 847.621338
	Iteration 65Q: 3 clusters Score -897626.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -897620.312500 Penalty: 847.621338
	Iteration 66Q: 3 clusters Score -897620.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -897618.187500 Penalty: 847.621338
	Iteration 67Q: 3 clusters Score -897618.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -897619.812500 Penalty: 847.621338
	Iteration 68Q: 3 clusters Score -897619.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -897621.375000 Penalty: 847.621338
	Iteration 69Q: 3 clusters Score -897621.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -897619.562500 Penalty: 847.621338
	Iteration 70Q: 3 clusters Score -897619.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -897621.812500 Penalty: 847.621338
	Iteration 71Q: 3 clusters Score -897621.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -897620.625000 Penalty: 847.621338
	Iteration 72Q: 3 clusters Score -897620.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -897625.812500 Penalty: 847.621338
	Iteration 73Q: 3 clusters Score -897625.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -897628.687500 Penalty: 847.621338
	Iteration 74Q: 3 clusters Score -897628.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -897623.312500 Penalty: 847.621338
	Iteration 75Q: 3 clusters Score -897623.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -897622.375000 Penalty: 847.621338
	Iteration 76Q: 3 clusters Score -897622.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -897625.875000 Penalty: 847.621338
	Iteration 77Q: 3 clusters Score -897625.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -897624.500000 Penalty: 847.621338
	Iteration 78Q: 3 clusters Score -897624.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -897622.750000 Penalty: 847.621338
	Iteration 79Q: 3 clusters Score -897622.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -897622.062500 Penalty: 847.621338
	Iteration 80F: 3 clusters Score -897622.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -897621.437500 Penalty: 847.621338
	Iteration 81Q: 3 clusters Score -897621.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -897624.625000 Penalty: 847.621338
	Iteration 82Q: 3 clusters Score -897624.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -897624.625000 Penalty: 847.621338
	Iteration 83Q: 3 clusters Score -897624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -897624.625000 Penalty: 847.621338
	Iteration 84Q: 3 clusters Score -897624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -897623.875000 Penalty: 847.621338
	Iteration 85Q: 3 clusters Score -897623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -897621.875000 Penalty: 847.621338
	Iteration 86Q: 3 clusters Score -897621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -897624.312500 Penalty: 847.621338
	Iteration 87Q: 3 clusters Score -897624.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -897621.125000 Penalty: 847.621338
	Iteration 88Q: 3 clusters Score -897621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -897622.812500 Penalty: 847.621338
	Iteration 89Q: 3 clusters Score -897622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -897623.187500 Penalty: 847.621338
	Iteration 90Q: 3 clusters Score -897623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -897621.125000 Penalty: 847.621338
	Iteration 91Q: 3 clusters Score -897621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -897620.875000 Penalty: 847.621338
	Iteration 92Q: 3 clusters Score -897620.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -897621.187500 Penalty: 847.621338
	Iteration 93Q: 3 clusters Score -897621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -897621.187500 Penalty: 847.621338
	Iteration 94F: 3 clusters Score -897621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -59657.269531 Penalty: 302.822540
	Iteration 0F: 2 clusters Score -59657.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59003.101562 Penalty: 605.645081
	Iteration 0F: 3 clusters Score -59003.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59167.125000 Penalty: 605.645081
	Iteration 1F: 3 clusters Score -59167.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59199.679688 Penalty: 605.645081
	Iteration 2F: 3 clusters Score -59199.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59216.808594 Penalty: 605.645081
	Iteration 3Q: 3 clusters Score -59216.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59230.738281 Penalty: 605.645081
	Iteration 4Q: 3 clusters Score -59230.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59236.839844 Penalty: 605.645081
	Iteration 5Q: 3 clusters Score -59236.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59242.750000 Penalty: 605.645081
	Iteration 6Q: 3 clusters Score -59242.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59248.121094 Penalty: 605.645081
	Iteration 7Q: 3 clusters Score -59248.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59256.695312 Penalty: 605.645081
	Iteration 8Q: 3 clusters Score -59256.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59260.917969 Penalty: 605.645081
	Iteration 9Q: 3 clusters Score -59260.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -59266.539062 Penalty: 605.645081
	Iteration 10Q: 3 clusters Score -59266.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -59274.308594 Penalty: 605.645081
	Iteration 11Q: 3 clusters Score -59274.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59280.457031 Penalty: 605.645081
	Iteration 12Q: 3 clusters Score -59280.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59286.218750 Penalty: 605.645081
	Iteration 13Q: 3 clusters Score -59286.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59290.640625 Penalty: 605.645081
	Iteration 14Q: 3 clusters Score -59290.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59294.824219 Penalty: 605.645081
	Iteration 15Q: 3 clusters Score -59294.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -59298.769531 Penalty: 605.645081
	Iteration 16Q: 3 clusters Score -59298.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59300.652344 Penalty: 605.645081
	Iteration 17Q: 3 clusters Score -59300.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59302.765625 Penalty: 605.645081
	Iteration 18Q: 3 clusters Score -59302.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -59304.867188 Penalty: 605.645081
	Iteration 19Q: 3 clusters Score -59304.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59306.816406 Penalty: 605.645081
	Iteration 20F: 3 clusters Score -59306.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -59308.042969 Penalty: 605.645081
	Iteration 21Q: 3 clusters Score -59308.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -59311.039062 Penalty: 605.645081
	Iteration 22Q: 3 clusters Score -59311.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59312.949219 Penalty: 605.645081
	Iteration 23Q: 3 clusters Score -59312.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -59314.195312 Penalty: 605.645081
	Iteration 24Q: 3 clusters Score -59314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59316.855469 Penalty: 605.645081
	Iteration 25Q: 3 clusters Score -59316.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59321.500000 Penalty: 605.645081
	Iteration 26Q: 3 clusters Score -59321.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59325.160156 Penalty: 605.645081
	Iteration 27Q: 3 clusters Score -59325.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -59328.773438 Penalty: 605.645081
	Iteration 28Q: 3 clusters Score -59328.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59331.750000 Penalty: 605.645081
	Iteration 29Q: 3 clusters Score -59331.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59332.695312 Penalty: 605.645081
	Iteration 30Q: 3 clusters Score -59332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -59333.269531 Penalty: 605.645081
	Iteration 31Q: 3 clusters Score -59333.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -59336.800781 Penalty: 605.645081
	Iteration 32Q: 3 clusters Score -59336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59338.308594 Penalty: 605.645081
	Iteration 33Q: 3 clusters Score -59338.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59338.804688 Penalty: 605.645081
	Iteration 34Q: 3 clusters Score -59338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59339.039062 Penalty: 605.645081
	Iteration 35Q: 3 clusters Score -59339.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -59339.347656 Penalty: 605.645081
	Iteration 36Q: 3 clusters Score -59339.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -59341.355469 Penalty: 605.645081
	Iteration 37Q: 3 clusters Score -59341.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -59346.507812 Penalty: 605.645081
	Iteration 38Q: 3 clusters Score -59346.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -59351.203125 Penalty: 605.645081
	Iteration 39Q: 3 clusters Score -59351.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59356.750000 Penalty: 605.645081
	Iteration 40F: 3 clusters Score -59356.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -59363.937500 Penalty: 605.645081
	Iteration 41Q: 3 clusters Score -59363.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -59367.539062 Penalty: 605.645081
	Iteration 42Q: 3 clusters Score -59367.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59374.660156 Penalty: 605.645081
	Iteration 43Q: 3 clusters Score -59374.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59380.304688 Penalty: 605.645081
	Iteration 44Q: 3 clusters Score -59380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -59387.519531 Penalty: 605.645081
	Iteration 45Q: 3 clusters Score -59387.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -59389.507812 Penalty: 605.645081
	Iteration 46Q: 3 clusters Score -59389.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59391.546875 Penalty: 605.645081
	Iteration 47Q: 3 clusters Score -59391.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59393.488281 Penalty: 605.645081
	Iteration 48Q: 3 clusters Score -59393.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59397.066406 Penalty: 605.645081
	Iteration 49Q: 3 clusters Score -59397.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59401.796875 Penalty: 605.645081
	Iteration 50Q: 3 clusters Score -59401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -59403.625000 Penalty: 605.645081
	Iteration 51Q: 3 clusters Score -59403.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59404.375000 Penalty: 605.645081
	Iteration 52Q: 3 clusters Score -59404.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59405.273438 Penalty: 605.645081
	Iteration 53Q: 3 clusters Score -59405.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59405.558594 Penalty: 605.645081
	Iteration 54Q: 3 clusters Score -59405.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59405.871094 Penalty: 605.645081
	Iteration 55Q: 3 clusters Score -59405.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59405.871094 Penalty: 605.645081
	Iteration 56F: 3 clusters Score -59405.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -12720.132812 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -12720.13 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 125 members 
Entering Unmasked Estep 
Score: -12425.764648 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -12425.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12526.728516 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -12526.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12569.190430 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -12569.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12595.720703 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -12595.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12618.140625 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -12618.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12630.941406 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -12630.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12633.060547 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -12633.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12633.060547 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -12633.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (27883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Entering Unmasked Estep 
Score: -2190278.750000 Penalty: 465.727631
	Iteration 0F: 2 clusters Score -2190279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2171671.750000 Penalty: 931.455261
	Iteration 0F: 3 clusters Score -2171672 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2179584.000000 Penalty: 931.455261
	Iteration 1F: 3 clusters Score -2179584 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2179998.500000 Penalty: 931.455261
	Iteration 2Q: 3 clusters Score -2179998 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2180523.250000 Penalty: 931.455261
	Iteration 3Q: 3 clusters Score -2180523 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2181262.500000 Penalty: 931.455261
	Iteration 4Q: 3 clusters Score -2181262 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2182374.000000 Penalty: 931.455261
	Iteration 5F: 3 clusters Score -2182374 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2183912.000000 Penalty: 931.455261
	Iteration 6F: 3 clusters Score -2183912 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2185462.000000 Penalty: 931.455261
	Iteration 7F: 3 clusters Score -2185462 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2186719.250000 Penalty: 931.455261
	Iteration 8F: 3 clusters Score -2186719 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2187482.000000 Penalty: 931.455261
	Iteration 9Q: 3 clusters Score -2187482 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2187932.500000 Penalty: 931.455261
	Iteration 10Q: 3 clusters Score -2187932 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2188307.000000 Penalty: 931.455261
	Iteration 11Q: 3 clusters Score -2188307 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2188597.500000 Penalty: 931.455261
	Iteration 12Q: 3 clusters Score -2188598 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2188871.000000 Penalty: 931.455261
	Iteration 13Q: 3 clusters Score -2188871 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2189114.250000 Penalty: 931.455261
	Iteration 14Q: 3 clusters Score -2189114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2189318.500000 Penalty: 931.455261
	Iteration 15Q: 3 clusters Score -2189318 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2189447.000000 Penalty: 931.455261
	Iteration 16Q: 3 clusters Score -2189447 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2189537.000000 Penalty: 931.455261
	Iteration 17Q: 3 clusters Score -2189537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2189609.500000 Penalty: 931.455261
	Iteration 18Q: 3 clusters Score -2189610 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2189676.500000 Penalty: 931.455261
	Iteration 19Q: 3 clusters Score -2189676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2189730.500000 Penalty: 931.455261
	Iteration 20F: 3 clusters Score -2189730 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2189778.750000 Penalty: 931.455261
	Iteration 21Q: 3 clusters Score -2189779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2189812.500000 Penalty: 931.455261
	Iteration 22Q: 3 clusters Score -2189812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2189843.750000 Penalty: 931.455261
	Iteration 23Q: 3 clusters Score -2189844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2189867.500000 Penalty: 931.455261
	Iteration 24Q: 3 clusters Score -2189868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2189882.250000 Penalty: 931.455261
	Iteration 25Q: 3 clusters Score -2189882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2189896.250000 Penalty: 931.455261
	Iteration 26Q: 3 clusters Score -2189896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2189903.500000 Penalty: 931.455261
	Iteration 27Q: 3 clusters Score -2189904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2189910.750000 Penalty: 931.455261
	Iteration 28Q: 3 clusters Score -2189911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2189914.000000 Penalty: 931.455261
	Iteration 29Q: 3 clusters Score -2189914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2189927.250000 Penalty: 931.455261
	Iteration 30Q: 3 clusters Score -2189927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2189941.750000 Penalty: 931.455261
	Iteration 31Q: 3 clusters Score -2189942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2189949.000000 Penalty: 931.455261
	Iteration 32Q: 3 clusters Score -2189949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2189955.250000 Penalty: 931.455261
	Iteration 33Q: 3 clusters Score -2189955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2189961.250000 Penalty: 931.455261
	Iteration 34Q: 3 clusters Score -2189961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2189966.000000 Penalty: 931.455261
	Iteration 35Q: 3 clusters Score -2189966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2189972.000000 Penalty: 931.455261
	Iteration 36Q: 3 clusters Score -2189972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2189974.000000 Penalty: 931.455261
	Iteration 37Q: 3 clusters Score -2189974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2189973.250000 Penalty: 931.455261
	Iteration 38Q: 3 clusters Score -2189973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2189974.250000 Penalty: 931.455261
	Iteration 39Q: 3 clusters Score -2189974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2189974.250000 Penalty: 931.455261
	Iteration 40F: 3 clusters Score -2189974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2189976.500000 Penalty: 931.455261
	Iteration 41Q: 3 clusters Score -2189976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2189977.500000 Penalty: 931.455261
	Iteration 42Q: 3 clusters Score -2189978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2189978.000000 Penalty: 931.455261
	Iteration 43Q: 3 clusters Score -2189978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2189981.750000 Penalty: 931.455261
	Iteration 44Q: 3 clusters Score -2189982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2189983.750000 Penalty: 931.455261
	Iteration 45Q: 3 clusters Score -2189984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2189986.000000 Penalty: 931.455261
	Iteration 46Q: 3 clusters Score -2189986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2189983.250000 Penalty: 931.455261
	Iteration 47Q: 3 clusters Score -2189983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2189984.000000 Penalty: 931.455261
	Iteration 48Q: 3 clusters Score -2189984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2189985.000000 Penalty: 931.455261
	Iteration 49Q: 3 clusters Score -2189985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2189986.000000 Penalty: 931.455261
	Iteration 50Q: 3 clusters Score -2189986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2189987.250000 Penalty: 931.455261
	Iteration 51Q: 3 clusters Score -2189987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2189987.250000 Penalty: 931.455261
	Iteration 52F: 3 clusters Score -2189987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -11840.441406 Penalty: 269.187195
	Iteration 0F: 2 clusters Score -11840.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11464.147461 Penalty: 538.374390
	Iteration 0F: 3 clusters Score -11464.15 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11614.307617 Penalty: 538.374390
	Iteration 1F: 3 clusters Score -11614.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11664.599609 Penalty: 538.374390
	Iteration 2F: 3 clusters Score -11664.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11701.330078 Penalty: 538.374390
	Iteration 3F: 3 clusters Score -11701.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11719.713867 Penalty: 538.374390
	Iteration 4Q: 3 clusters Score -11719.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11730.846680 Penalty: 538.374390
	Iteration 5Q: 3 clusters Score -11730.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11747.516602 Penalty: 538.374390
	Iteration 6Q: 3 clusters Score -11747.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11755.066406 Penalty: 538.374390
	Iteration 7Q: 3 clusters Score -11755.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11757.610352 Penalty: 538.374390
	Iteration 8Q: 3 clusters Score -11757.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11759.463867 Penalty: 538.374390
	Iteration 9Q: 3 clusters Score -11759.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11762.996094 Penalty: 538.374390
	Iteration 10Q: 3 clusters Score -11763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11766.132812 Penalty: 538.374390
	Iteration 11Q: 3 clusters Score -11766.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11769.229492 Penalty: 538.374390
	Iteration 12Q: 3 clusters Score -11769.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11770.191406 Penalty: 538.374390
	Iteration 13Q: 3 clusters Score -11770.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11774.343750 Penalty: 538.374390
	Iteration 14Q: 3 clusters Score -11774.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11778.206055 Penalty: 538.374390
	Iteration 15Q: 3 clusters Score -11778.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11779.352539 Penalty: 538.374390
	Iteration 16Q: 3 clusters Score -11779.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11781.434570 Penalty: 538.374390
	Iteration 17Q: 3 clusters Score -11781.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11781.741211 Penalty: 538.374390
	Iteration 18Q: 3 clusters Score -11781.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11781.741211 Penalty: 538.374390
	Iteration 19F: 3 clusters Score -11781.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Entering Unmasked Estep 
Score: -1642788.625000 Penalty: 452.237640
	Iteration 0F: 2 clusters Score -1642789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1628981.000000 Penalty: 904.475281
	Iteration 0F: 3 clusters Score -1628981 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1635225.125000 Penalty: 904.475281
	Iteration 1F: 3 clusters Score -1635225 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1635976.125000 Penalty: 904.475281
	Iteration 2F: 3 clusters Score -1635976 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1637095.875000 Penalty: 904.475281
	Iteration 3F: 3 clusters Score -1637096 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1638424.250000 Penalty: 904.475281
	Iteration 4F: 3 clusters Score -1638424 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1639296.250000 Penalty: 904.475281
	Iteration 5F: 3 clusters Score -1639296 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1639628.250000 Penalty: 904.475281
	Iteration 6Q: 3 clusters Score -1639628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1639780.875000 Penalty: 904.475281
	Iteration 7Q: 3 clusters Score -1639781 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1639924.875000 Penalty: 904.475281
	Iteration 8Q: 3 clusters Score -1639925 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1640085.875000 Penalty: 904.475281
	Iteration 9Q: 3 clusters Score -1640086 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1640267.000000 Penalty: 904.475281
	Iteration 10Q: 3 clusters Score -1640267 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1640473.500000 Penalty: 904.475281
	Iteration 11Q: 3 clusters Score -1640474 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1640663.500000 Penalty: 904.475281
	Iteration 12Q: 3 clusters Score -1640664 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1640869.875000 Penalty: 904.475281
	Iteration 13Q: 3 clusters Score -1640870 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1641094.250000 Penalty: 904.475281
	Iteration 14Q: 3 clusters Score -1641094 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1641338.625000 Penalty: 904.475281
	Iteration 15Q: 3 clusters Score -1641339 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1641521.375000 Penalty: 904.475281
	Iteration 16Q: 3 clusters Score -1641521 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1641650.000000 Penalty: 904.475281
	Iteration 17Q: 3 clusters Score -1641650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1641723.000000 Penalty: 904.475281
	Iteration 18Q: 3 clusters Score -1641723 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1641779.750000 Penalty: 904.475281
	Iteration 19Q: 3 clusters Score -1641780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1641816.250000 Penalty: 904.475281
	Iteration 20F: 3 clusters Score -1641816 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1641825.750000 Penalty: 904.475281
	Iteration 21Q: 3 clusters Score -1641826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1641834.750000 Penalty: 904.475281
	Iteration 22Q: 3 clusters Score -1641835 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1641841.250000 Penalty: 904.475281
	Iteration 23Q: 3 clusters Score -1641841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1641848.125000 Penalty: 904.475281
	Iteration 24Q: 3 clusters Score -1641848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1641847.625000 Penalty: 904.475281
	Iteration 25Q: 3 clusters Score -1641848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1641851.750000 Penalty: 904.475281
	Iteration 26Q: 3 clusters Score -1641852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1641862.000000 Penalty: 904.475281
	Iteration 27Q: 3 clusters Score -1641862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1641866.250000 Penalty: 904.475281
	Iteration 28Q: 3 clusters Score -1641866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1641867.250000 Penalty: 904.475281
	Iteration 29Q: 3 clusters Score -1641867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1641869.500000 Penalty: 904.475281
	Iteration 30Q: 3 clusters Score -1641870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1641872.500000 Penalty: 904.475281
	Iteration 31Q: 3 clusters Score -1641872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1641873.000000 Penalty: 904.475281
	Iteration 32Q: 3 clusters Score -1641873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1641878.750000 Penalty: 904.475281
	Iteration 33Q: 3 clusters Score -1641879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1641878.750000 Penalty: 904.475281
	Iteration 34Q: 3 clusters Score -1641879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1641880.750000 Penalty: 904.475281
	Iteration 35Q: 3 clusters Score -1641881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1641878.625000 Penalty: 904.475281
	Iteration 36Q: 3 clusters Score -1641879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1641877.875000 Penalty: 904.475281
	Iteration 37Q: 3 clusters Score -1641878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1641878.000000 Penalty: 904.475281
	Iteration 38Q: 3 clusters Score -1641878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1641880.625000 Penalty: 904.475281
	Iteration 39Q: 3 clusters Score -1641881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1641882.750000 Penalty: 904.475281
	Iteration 40F: 3 clusters Score -1641883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1641884.750000 Penalty: 904.475281
	Iteration 41Q: 3 clusters Score -1641885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1641883.000000 Penalty: 904.475281
	Iteration 42Q: 3 clusters Score -1641883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1641880.625000 Penalty: 904.475281
	Iteration 43Q: 3 clusters Score -1641881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1641881.125000 Penalty: 904.475281
	Iteration 44Q: 3 clusters Score -1641881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1641883.500000 Penalty: 904.475281
	Iteration 45Q: 3 clusters Score -1641884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1641883.500000 Penalty: 904.475281
	Iteration 46F: 3 clusters Score -1641884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Entering Unmasked Estep 
Score: -1735389.625000 Penalty: 453.287842
	Iteration 0F: 2 clusters Score -1735390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1721364.250000 Penalty: 906.575684
	Iteration 0F: 3 clusters Score -1721364 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1727249.375000 Penalty: 906.575684
	Iteration 1F: 3 clusters Score -1727249 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1727510.125000 Penalty: 906.575684
	Iteration 2Q: 3 clusters Score -1727510 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1727860.125000 Penalty: 906.575684
	Iteration 3Q: 3 clusters Score -1727860 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1728412.750000 Penalty: 906.575684
	Iteration 4Q: 3 clusters Score -1728413 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1729359.625000 Penalty: 906.575684
	Iteration 5F: 3 clusters Score -1729360 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1730905.875000 Penalty: 906.575684
	Iteration 6F: 3 clusters Score -1730906 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1732114.000000 Penalty: 906.575684
	Iteration 7F: 3 clusters Score -1732114 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1732676.250000 Penalty: 906.575684
	Iteration 8Q: 3 clusters Score -1732676 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1733094.875000 Penalty: 906.575684
	Iteration 9Q: 3 clusters Score -1733095 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1733418.750000 Penalty: 906.575684
	Iteration 10Q: 3 clusters Score -1733419 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1733651.000000 Penalty: 906.575684
	Iteration 11Q: 3 clusters Score -1733651 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1733813.250000 Penalty: 906.575684
	Iteration 12Q: 3 clusters Score -1733813 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1733949.625000 Penalty: 906.575684
	Iteration 13Q: 3 clusters Score -1733950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1734061.750000 Penalty: 906.575684
	Iteration 14Q: 3 clusters Score -1734062 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1734137.750000 Penalty: 906.575684
	Iteration 15Q: 3 clusters Score -1734138 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1734203.000000 Penalty: 906.575684
	Iteration 16Q: 3 clusters Score -1734203 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1734243.500000 Penalty: 906.575684
	Iteration 17Q: 3 clusters Score -1734244 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1734274.875000 Penalty: 906.575684
	Iteration 18Q: 3 clusters Score -1734275 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1734276.375000 Penalty: 906.575684
	Iteration 19Q: 3 clusters Score -1734276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1734283.875000 Penalty: 906.575684
	Iteration 20F: 3 clusters Score -1734284 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1734295.125000 Penalty: 906.575684
	Iteration 21Q: 3 clusters Score -1734295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1734300.375000 Penalty: 906.575684
	Iteration 22Q: 3 clusters Score -1734300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1734317.875000 Penalty: 906.575684
	Iteration 23Q: 3 clusters Score -1734318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1734319.625000 Penalty: 906.575684
	Iteration 24Q: 3 clusters Score -1734320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1734319.625000 Penalty: 906.575684
	Iteration 25Q: 3 clusters Score -1734320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1734311.250000 Penalty: 906.575684
	Iteration 26Q: 3 clusters Score -1734311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1734317.375000 Penalty: 906.575684
	Iteration 27Q: 3 clusters Score -1734317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1734315.500000 Penalty: 906.575684
	Iteration 28Q: 3 clusters Score -1734316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1734322.375000 Penalty: 906.575684
	Iteration 29Q: 3 clusters Score -1734322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1734329.625000 Penalty: 906.575684
	Iteration 30Q: 3 clusters Score -1734330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1734329.000000 Penalty: 906.575684
	Iteration 31Q: 3 clusters Score -1734329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1734322.125000 Penalty: 906.575684
	Iteration 32Q: 3 clusters Score -1734322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1734315.625000 Penalty: 906.575684
	Iteration 33Q: 3 clusters Score -1734316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1734313.000000 Penalty: 906.575684
	Iteration 34Q: 3 clusters Score -1734313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1734296.375000 Penalty: 906.575684
	Iteration 35Q: 3 clusters Score -1734296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1734286.625000 Penalty: 906.575684
	Iteration 36Q: 3 clusters Score -1734287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1734279.500000 Penalty: 906.575684
	Iteration 37Q: 3 clusters Score -1734280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1734281.625000 Penalty: 906.575684
	Iteration 38Q: 3 clusters Score -1734282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1734281.500000 Penalty: 906.575684
	Iteration 39Q: 3 clusters Score -1734282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1734280.000000 Penalty: 906.575684
	Iteration 40F: 3 clusters Score -1734280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1734288.875000 Penalty: 906.575684
	Iteration 41Q: 3 clusters Score -1734289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1734290.750000 Penalty: 906.575684
	Iteration 42Q: 3 clusters Score -1734291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1734288.625000 Penalty: 906.575684
	Iteration 43Q: 3 clusters Score -1734289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1734291.250000 Penalty: 906.575684
	Iteration 44Q: 3 clusters Score -1734291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1734301.625000 Penalty: 906.575684
	Iteration 45Q: 3 clusters Score -1734302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1734306.500000 Penalty: 906.575684
	Iteration 46Q: 3 clusters Score -1734306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1734303.375000 Penalty: 906.575684
	Iteration 47Q: 3 clusters Score -1734303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1734304.250000 Penalty: 906.575684
	Iteration 48Q: 3 clusters Score -1734304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1734303.500000 Penalty: 906.575684
	Iteration 49Q: 3 clusters Score -1734304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1734302.250000 Penalty: 906.575684
	Iteration 50Q: 3 clusters Score -1734302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1734301.875000 Penalty: 906.575684
	Iteration 51Q: 3 clusters Score -1734302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1734304.625000 Penalty: 906.575684
	Iteration 52Q: 3 clusters Score -1734305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1734306.500000 Penalty: 906.575684
	Iteration 53Q: 3 clusters Score -1734306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1734304.000000 Penalty: 906.575684
	Iteration 54Q: 3 clusters Score -1734304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1734311.750000 Penalty: 906.575684
	Iteration 55Q: 3 clusters Score -1734312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1734309.875000 Penalty: 906.575684
	Iteration 56Q: 3 clusters Score -1734310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1734312.250000 Penalty: 906.575684
	Iteration 57Q: 3 clusters Score -1734312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1734311.750000 Penalty: 906.575684
	Iteration 58Q: 3 clusters Score -1734312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1734308.500000 Penalty: 906.575684
	Iteration 59Q: 3 clusters Score -1734308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1734313.000000 Penalty: 906.575684
	Iteration 60F: 3 clusters Score -1734313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1734316.125000 Penalty: 906.575684
	Iteration 61Q: 3 clusters Score -1734316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1734312.375000 Penalty: 906.575684
	Iteration 62Q: 3 clusters Score -1734312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1734312.375000 Penalty: 906.575684
	Iteration 63Q: 3 clusters Score -1734312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1734311.250000 Penalty: 906.575684
	Iteration 64Q: 3 clusters Score -1734311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1734309.750000 Penalty: 906.575684
	Iteration 65Q: 3 clusters Score -1734310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1734309.750000 Penalty: 906.575684
	Iteration 66F: 3 clusters Score -1734310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -32396.664062 Penalty: 288.325562
	Iteration 0F: 2 clusters Score -32396.66 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 274 members 
Entering Unmasked Estep 
Score: -31879.769531 Penalty: 576.651123
	Iteration 0F: 3 clusters Score -31879.77 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32047.582031 Penalty: 576.651123
	Iteration 1F: 3 clusters Score -32047.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32126.289062 Penalty: 576.651123
	Iteration 2F: 3 clusters Score -32126.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32171.328125 Penalty: 576.651123
	Iteration 3F: 3 clusters Score -32171.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32187.033203 Penalty: 576.651123
	Iteration 4Q: 3 clusters Score -32187.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32194.330078 Penalty: 576.651123
	Iteration 5Q: 3 clusters Score -32194.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32197.320312 Penalty: 576.651123
	Iteration 6Q: 3 clusters Score -32197.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32200.189453 Penalty: 576.651123
	Iteration 7Q: 3 clusters Score -32200.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32202.521484 Penalty: 576.651123
	Iteration 8Q: 3 clusters Score -32202.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32204.613281 Penalty: 576.651123
	Iteration 9Q: 3 clusters Score -32204.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32207.023438 Penalty: 576.651123
	Iteration 10Q: 3 clusters Score -32207.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32208.058594 Penalty: 576.651123
	Iteration 11Q: 3 clusters Score -32208.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32208.687500 Penalty: 576.651123
	Iteration 12Q: 3 clusters Score -32208.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32209.779297 Penalty: 576.651123
	Iteration 13Q: 3 clusters Score -32209.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32210.091797 Penalty: 576.651123
	Iteration 14Q: 3 clusters Score -32210.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32210.091797 Penalty: 576.651123
	Iteration 15F: 3 clusters Score -32210.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -15046.625977 Penalty: 259.064819
	Iteration 0F: 2 clusters Score -15046.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14704.999023 Penalty: 518.129639
	Iteration 0F: 3 clusters Score -14705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14794.567383 Penalty: 518.129639
	Iteration 1F: 3 clusters Score -14794.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14826.353516 Penalty: 518.129639
	Iteration 2F: 3 clusters Score -14826.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14856.050781 Penalty: 518.129639
	Iteration 3F: 3 clusters Score -14856.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14866.789062 Penalty: 518.129639
	Iteration 4Q: 3 clusters Score -14866.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14877.770508 Penalty: 518.129639
	Iteration 5Q: 3 clusters Score -14877.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14893.238281 Penalty: 518.129639
	Iteration 6Q: 3 clusters Score -14893.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14898.830078 Penalty: 518.129639
	Iteration 7Q: 3 clusters Score -14898.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14900.880859 Penalty: 518.129639
	Iteration 8Q: 3 clusters Score -14900.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14918.313477 Penalty: 518.129639
	Iteration 9Q: 3 clusters Score -14918.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14925.141602 Penalty: 518.129639
	Iteration 10Q: 3 clusters Score -14925.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14935.679688 Penalty: 518.129639
	Iteration 11Q: 3 clusters Score -14935.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14938.146484 Penalty: 518.129639
	Iteration 12Q: 3 clusters Score -14938.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14938.824219 Penalty: 518.129639
	Iteration 13Q: 3 clusters Score -14938.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14945.699219 Penalty: 518.129639
	Iteration 14Q: 3 clusters Score -14945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14952.833008 Penalty: 518.129639
	Iteration 15Q: 3 clusters Score -14952.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14954.039062 Penalty: 518.129639
	Iteration 16Q: 3 clusters Score -14954.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14954.039062 Penalty: 518.129639
	Iteration 17F: 3 clusters Score -14954.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Entering Unmasked Estep 
Score: -8010.751465 Penalty: 224.518570
	Iteration 0F: 2 clusters Score -8010.751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7787.763672 Penalty: 449.037140
	Iteration 0F: 3 clusters Score -7787.764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7862.562012 Penalty: 449.037140
	Iteration 1F: 3 clusters Score -7862.562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7884.226074 Penalty: 449.037140
	Iteration 2F: 3 clusters Score -7884.226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7888.844238 Penalty: 449.037140
	Iteration 3Q: 3 clusters Score -7888.844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7895.946289 Penalty: 449.037140
	Iteration 4Q: 3 clusters Score -7895.946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7897.894531 Penalty: 449.037140
	Iteration 5Q: 3 clusters Score -7897.895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7897.894531 Penalty: 449.037140
	Iteration 6F: 3 clusters Score -7897.895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -97720.132812 Penalty: 327.312714
	Iteration 0F: 2 clusters Score -97720.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96697.140625 Penalty: 654.625427
	Iteration 0F: 3 clusters Score -96697.14 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97037.039062 Penalty: 654.625427
	Iteration 1F: 3 clusters Score -97037.04 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97100.914062 Penalty: 654.625427
	Iteration 2F: 3 clusters Score -97100.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -97151.570312 Penalty: 654.625427
	Iteration 3F: 3 clusters Score -97151.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -97205.429688 Penalty: 654.625427
	Iteration 4F: 3 clusters Score -97205.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97258.421875 Penalty: 654.625427
	Iteration 5F: 3 clusters Score -97258.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -97306.007812 Penalty: 654.625427
	Iteration 6Q: 3 clusters Score -97306.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97337.187500 Penalty: 654.625427
	Iteration 7Q: 3 clusters Score -97337.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -97370.398438 Penalty: 654.625427
	Iteration 8Q: 3 clusters Score -97370.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97402.914062 Penalty: 654.625427
	Iteration 9Q: 3 clusters Score -97402.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97425.351562 Penalty: 654.625427
	Iteration 10Q: 3 clusters Score -97425.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -97446.000000 Penalty: 654.625427
	Iteration 11Q: 3 clusters Score -97446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97467.406250 Penalty: 654.625427
	Iteration 12Q: 3 clusters Score -97467.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -97480.882812 Penalty: 654.625427
	Iteration 13Q: 3 clusters Score -97480.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -97487.976562 Penalty: 654.625427
	Iteration 14Q: 3 clusters Score -97487.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97494.476562 Penalty: 654.625427
	Iteration 15Q: 3 clusters Score -97494.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -97509.718750 Penalty: 654.625427
	Iteration 16Q: 3 clusters Score -97509.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -97522.375000 Penalty: 654.625427
	Iteration 17Q: 3 clusters Score -97522.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -97532.789062 Penalty: 654.625427
	Iteration 18Q: 3 clusters Score -97532.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -97539.648438 Penalty: 654.625427
	Iteration 19Q: 3 clusters Score -97539.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -97543.640625 Penalty: 654.625427
	Iteration 20F: 3 clusters Score -97543.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -97547.429688 Penalty: 654.625427
	Iteration 21Q: 3 clusters Score -97547.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -97550.179688 Penalty: 654.625427
	Iteration 22Q: 3 clusters Score -97550.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97550.296875 Penalty: 654.625427
	Iteration 23Q: 3 clusters Score -97550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97550.296875 Penalty: 654.625427
	Iteration 24F: 3 clusters Score -97550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Entering Unmasked Estep 
Score: -336226.562500 Penalty: 385.227203
	Iteration 0F: 2 clusters Score -336226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -333007.125000 Penalty: 770.454407
	Iteration 0F: 3 clusters Score -333007.1 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -334727.343750 Penalty: 770.454407
	Iteration 1F: 3 clusters Score -334727.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -335084.937500 Penalty: 770.454407
	Iteration 2F: 3 clusters Score -335084.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -335415.593750 Penalty: 770.454407
	Iteration 3F: 3 clusters Score -335415.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -335681.968750 Penalty: 770.454407
	Iteration 4F: 3 clusters Score -335682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -335881.968750 Penalty: 770.454407
	Iteration 5Q: 3 clusters Score -335882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -335990.468750 Penalty: 770.454407
	Iteration 6Q: 3 clusters Score -335990.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -336038.031250 Penalty: 770.454407
	Iteration 7Q: 3 clusters Score -336038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -336054.562500 Penalty: 770.454407
	Iteration 8Q: 3 clusters Score -336054.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -336064.781250 Penalty: 770.454407
	Iteration 9Q: 3 clusters Score -336064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -336066.812500 Penalty: 770.454407
	Iteration 10Q: 3 clusters Score -336066.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -336067.562500 Penalty: 770.454407
	Iteration 11Q: 3 clusters Score -336067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -336068.593750 Penalty: 770.454407
	Iteration 12Q: 3 clusters Score -336068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -336068.593750 Penalty: 770.454407
	Iteration 13F: 3 clusters Score -336068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 148 members 
Entering Unmasked Estep 
Score: -19521.166016 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19521.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19592.958984 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19592.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19619.384766 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19619.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19647.611328 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19647.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19711.533203 Penalty: 517.514771
	Iteration 4F: 3 clusters Score -19711.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19787.542969 Penalty: 517.514771
	Iteration 5F: 3 clusters Score -19787.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19834.861328 Penalty: 517.514771
	Iteration 6F: 3 clusters Score -19834.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19856.375000 Penalty: 517.514771
	Iteration 7F: 3 clusters Score -19856.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19858.644531 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19858.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19859.037109 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19859.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19860.326172 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19860.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19860.326172 Penalty: 517.514771
	Iteration 11F: 3 clusters Score -19860.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -41128.625000 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -41128.62 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 283 members 
Entering Unmasked Estep 
Score: -40614.007812 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -40614.01 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40727.746094 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -40727.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40748.281250 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -40748.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40761.511719 Penalty: 573.704834
	Iteration 3Q: 3 clusters Score -40761.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40769.824219 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -40769.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40776.398438 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -40776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40785.003906 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -40785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40786.597656 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -40786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40787.277344 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -40787.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40788.097656 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -40788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -40790.246094 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -40790.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -40791.570312 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -40791.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40792.937500 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -40792.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40794.019531 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -40794.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40797.218750 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -40797.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -40798.089844 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -40798.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -40799.511719 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -40799.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40800.644531 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -40800.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40801.984375 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -40801.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40803.375000 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -40803.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40804.425781 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -40804.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40806.484375 Penalty: 573.704834
	Iteration 21Q: 3 clusters Score -40806.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -40809.093750 Penalty: 573.704834
	Iteration 22Q: 3 clusters Score -40809.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -40809.679688 Penalty: 573.704834
	Iteration 23Q: 3 clusters Score -40809.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -40810.070312 Penalty: 573.704834
	Iteration 24Q: 3 clusters Score -40810.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40811.394531 Penalty: 573.704834
	Iteration 25Q: 3 clusters Score -40811.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -40812.000000 Penalty: 573.704834
	Iteration 26Q: 3 clusters Score -40812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40812.175781 Penalty: 573.704834
	Iteration 27Q: 3 clusters Score -40812.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -40812.175781 Penalty: 573.704834
	Iteration 28F: 3 clusters Score -40812.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -312516.250000 Penalty: 375.486298
	Iteration 0F: 2 clusters Score -312516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -309858.000000 Penalty: 750.972595
	Iteration 0F: 3 clusters Score -309858 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -310766.000000 Penalty: 750.972595
	Iteration 1F: 3 clusters Score -310766 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -310875.812500 Penalty: 750.972595
	Iteration 2F: 3 clusters Score -310875.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -310996.031250 Penalty: 750.972595
	Iteration 3F: 3 clusters Score -310996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -311162.718750 Penalty: 750.972595
	Iteration 4F: 3 clusters Score -311162.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -311363.437500 Penalty: 750.972595
	Iteration 5F: 3 clusters Score -311363.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -311606.562500 Penalty: 750.972595
	Iteration 6F: 3 clusters Score -311606.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -311765.031250 Penalty: 750.972595
	Iteration 7Q: 3 clusters Score -311765 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -311850.343750 Penalty: 750.972595
	Iteration 8Q: 3 clusters Score -311850.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -311900.406250 Penalty: 750.972595
	Iteration 9Q: 3 clusters Score -311900.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -311936.718750 Penalty: 750.972595
	Iteration 10Q: 3 clusters Score -311936.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -311972.125000 Penalty: 750.972595
	Iteration 11Q: 3 clusters Score -311972.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -312007.437500 Penalty: 750.972595
	Iteration 12Q: 3 clusters Score -312007.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -312032.656250 Penalty: 750.972595
	Iteration 13Q: 3 clusters Score -312032.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -312061.812500 Penalty: 750.972595
	Iteration 14Q: 3 clusters Score -312061.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -312097.093750 Penalty: 750.972595
	Iteration 15Q: 3 clusters Score -312097.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -312123.750000 Penalty: 750.972595
	Iteration 16Q: 3 clusters Score -312123.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -312146.218750 Penalty: 750.972595
	Iteration 17Q: 3 clusters Score -312146.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -312167.343750 Penalty: 750.972595
	Iteration 18Q: 3 clusters Score -312167.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -312181.906250 Penalty: 750.972595
	Iteration 19Q: 3 clusters Score -312181.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -312197.156250 Penalty: 750.972595
	Iteration 20F: 3 clusters Score -312197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -312203.625000 Penalty: 750.972595
	Iteration 21Q: 3 clusters Score -312203.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -312207.968750 Penalty: 750.972595
	Iteration 22Q: 3 clusters Score -312208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -312210.406250 Penalty: 750.972595
	Iteration 23Q: 3 clusters Score -312210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -312211.906250 Penalty: 750.972595
	Iteration 24Q: 3 clusters Score -312211.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -312212.843750 Penalty: 750.972595
	Iteration 25Q: 3 clusters Score -312212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -312213.281250 Penalty: 750.972595
	Iteration 26Q: 3 clusters Score -312213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -312213.375000 Penalty: 750.972595
	Iteration 27Q: 3 clusters Score -312213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -312214.093750 Penalty: 750.972595
	Iteration 28Q: 3 clusters Score -312214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -312214.093750 Penalty: 750.972595
	Iteration 29F: 3 clusters Score -312214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -114488.226562 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -114488.2 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 720 members 
Entering Unmasked Estep 
Score: -113364.421875 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -113364.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113764.500000 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -113764.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113825.421875 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -113825.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113856.859375 Penalty: 664.343018
	Iteration 3Q: 3 clusters Score -113856.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113892.867188 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -113892.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113926.312500 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -113926.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113959.882812 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -113959.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113987.664062 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -113987.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -114011.515625 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -114011.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -114032.460938 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -114032.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -114048.593750 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -114048.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -114072.578125 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -114072.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -114091.492188 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -114091.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -114116.578125 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -114116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -114137.062500 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -114137.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -114154.968750 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -114155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -114164.945312 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -114164.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -114173.210938 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -114173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -114180.046875 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -114180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -114184.484375 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -114184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -114187.484375 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -114187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -114188.351562 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -114188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -114188.351562 Penalty: 664.343018
	Iteration 22F: 3 clusters Score -114188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -9335.051758 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -9335.052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9042.833984 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -9042.834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9128.565430 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -9128.565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9149.712891 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -9149.713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9156.423828 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -9156.424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9162.356445 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -9162.356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9171.071289 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -9171.071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9172.650391 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -9172.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9176.854492 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -9176.854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9180.096680 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -9180.097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9181.045898 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -9181.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9181.045898 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -9181.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -6413.280273 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -6413.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6127.793945 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -6127.794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6223.741211 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -6223.741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6252.893066 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -6252.893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6263.685059 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -6263.685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6269.957520 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -6269.958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6276.259277 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -6276.259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6280.362793 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -6280.363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6284.093750 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -6284.094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6284.093750 Penalty: 498.738159
	Iteration 8F: 3 clusters Score -6284.094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -49167.753906 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -49167.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48549.988281 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -48549.99 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48753.937500 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -48753.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48823.472656 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -48823.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48860.593750 Penalty: 600.835510
	Iteration 3F: 3 clusters Score -48860.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48891.105469 Penalty: 600.835510
	Iteration 4F: 3 clusters Score -48891.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48911.714844 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -48911.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48927.589844 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -48927.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48937.644531 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -48937.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48949.046875 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -48949.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -48969.390625 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -48969.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48981.183594 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -48981.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -48993.382812 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -48993.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49005.632812 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -49005.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49011.648438 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -49011.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -49014.632812 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -49014.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -49018.972656 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -49018.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49019.445312 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -49019.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -49020.406250 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -49020.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49020.496094 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -49020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -49020.496094 Penalty: 600.835510
	Iteration 19F: 3 clusters Score -49020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Entering Unmasked Estep 
Score: -299248.343750 Penalty: 373.250336
	Iteration 0F: 2 clusters Score -299248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -296765.531250 Penalty: 746.500671
	Iteration 0F: 3 clusters Score -296765.5 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -297576.968750 Penalty: 746.500671
	Iteration 1F: 3 clusters Score -297577 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -297639.156250 Penalty: 746.500671
	Iteration 2Q: 3 clusters Score -297639.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -297697.750000 Penalty: 746.500671
	Iteration 3Q: 3 clusters Score -297697.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -297756.375000 Penalty: 746.500671
	Iteration 4Q: 3 clusters Score -297756.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -297843.093750 Penalty: 746.500671
	Iteration 5Q: 3 clusters Score -297843.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297950.218750 Penalty: 746.500671
	Iteration 6F: 3 clusters Score -297950.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298098.062500 Penalty: 746.500671
	Iteration 7F: 3 clusters Score -298098.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -298268.218750 Penalty: 746.500671
	Iteration 8F: 3 clusters Score -298268.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -298439.750000 Penalty: 746.500671
	Iteration 9F: 3 clusters Score -298439.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -298632.562500 Penalty: 746.500671
	Iteration 10F: 3 clusters Score -298632.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -298757.781250 Penalty: 746.500671
	Iteration 11Q: 3 clusters Score -298757.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -298820.781250 Penalty: 746.500671
	Iteration 12Q: 3 clusters Score -298820.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -298859.687500 Penalty: 746.500671
	Iteration 13Q: 3 clusters Score -298859.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -298901.281250 Penalty: 746.500671
	Iteration 14Q: 3 clusters Score -298901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -298921.562500 Penalty: 746.500671
	Iteration 15Q: 3 clusters Score -298921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -298931.843750 Penalty: 746.500671
	Iteration 16Q: 3 clusters Score -298931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -298942.281250 Penalty: 746.500671
	Iteration 17Q: 3 clusters Score -298942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -298948.281250 Penalty: 746.500671
	Iteration 18Q: 3 clusters Score -298948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -298951.062500 Penalty: 746.500671
	Iteration 19Q: 3 clusters Score -298951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -298951.062500 Penalty: 746.500671
	Iteration 20F: 3 clusters Score -298951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Entering Unmasked Estep 
Score: -21309.833984 Penalty: 264.813782
	Iteration 0F: 2 clusters Score -21309.83 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 150 members 
Entering Unmasked Estep 
Score: -20949.517578 Penalty: 529.627563
	Iteration 0F: 3 clusters Score -20949.52 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21160.263672 Penalty: 529.627563
	Iteration 1F: 3 clusters Score -21160.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21242.369141 Penalty: 529.627563
	Iteration 2F: 3 clusters Score -21242.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21307.861328 Penalty: 529.627563
	Iteration 3F: 3 clusters Score -21307.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21369.353516 Penalty: 529.627563
	Iteration 4F: 3 clusters Score -21369.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21396.347656 Penalty: 529.627563
	Iteration 5Q: 3 clusters Score -21396.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21472.876953 Penalty: 529.627563
	Iteration 6F: 3 clusters Score -21472.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21512.847656 Penalty: 529.627563
	Iteration 7Q: 3 clusters Score -21512.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21538.761719 Penalty: 529.627563
	Iteration 8Q: 3 clusters Score -21538.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -21544.332031 Penalty: 529.627563
	Iteration 9Q: 3 clusters Score -21544.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21548.898438 Penalty: 529.627563
	Iteration 10Q: 3 clusters Score -21548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21567.183594 Penalty: 529.627563
	Iteration 11Q: 3 clusters Score -21567.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21573.349609 Penalty: 529.627563
	Iteration 12Q: 3 clusters Score -21573.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21576.095703 Penalty: 529.627563
	Iteration 13Q: 3 clusters Score -21576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21576.095703 Penalty: 529.627563
	Iteration 14F: 3 clusters Score -21576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 2762 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24270 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27883 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20729 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4753 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3837 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 31462 members 
Mstep: Class 53 contains 3233 members 
Mstep: Class 54 contains 390 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18914 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19676 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27571 members 
Mstep: Class 61 contains 23463 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 2894 members 
Mstep: Class 64 contains 36570 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1302 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14384 members 
Mstep: Class 71 contains 29648 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10631 members 
Mstep: Class 74 contains 141 members 
Entering Unmasked Estep 
Score: -42171128.000000 Penalty: 44543.296875
Splitting cluster 50 changes total score from -42171092.000000 to -42171128.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 51 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -76089.062500 Penalty: 319.783173
	Iteration 0F: 2 clusters Score -76089.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75216.757812 Penalty: 639.566345
	Iteration 0F: 3 clusters Score -75216.76 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -75517.570312 Penalty: 639.566345
	Iteration 1F: 3 clusters Score -75517.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75578.695312 Penalty: 639.566345
	Iteration 2F: 3 clusters Score -75578.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75636.218750 Penalty: 639.566345
	Iteration 3F: 3 clusters Score -75636.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -75682.476562 Penalty: 639.566345
	Iteration 4F: 3 clusters Score -75682.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -75713.179688 Penalty: 639.566345
	Iteration 5Q: 3 clusters Score -75713.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -75734.914062 Penalty: 639.566345
	Iteration 6Q: 3 clusters Score -75734.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -75757.375000 Penalty: 639.566345
	Iteration 7Q: 3 clusters Score -75757.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75780.203125 Penalty: 639.566345
	Iteration 8Q: 3 clusters Score -75780.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -75795.492188 Penalty: 639.566345
	Iteration 9Q: 3 clusters Score -75795.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -75808.828125 Penalty: 639.566345
	Iteration 10Q: 3 clusters Score -75808.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75818.531250 Penalty: 639.566345
	Iteration 11Q: 3 clusters Score -75818.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -75828.507812 Penalty: 639.566345
	Iteration 12Q: 3 clusters Score -75828.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75844.101562 Penalty: 639.566345
	Iteration 13Q: 3 clusters Score -75844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75853.828125 Penalty: 639.566345
	Iteration 14Q: 3 clusters Score -75853.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -75864.890625 Penalty: 639.566345
	Iteration 15Q: 3 clusters Score -75864.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75870.351562 Penalty: 639.566345
	Iteration 16Q: 3 clusters Score -75870.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -75876.070312 Penalty: 639.566345
	Iteration 17Q: 3 clusters Score -75876.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -75879.437500 Penalty: 639.566345
	Iteration 18Q: 3 clusters Score -75879.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -75880.617188 Penalty: 639.566345
	Iteration 19Q: 3 clusters Score -75880.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -75882.125000 Penalty: 639.566345
	Iteration 20F: 3 clusters Score -75882.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -75885.093750 Penalty: 639.566345
	Iteration 21Q: 3 clusters Score -75885.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75887.203125 Penalty: 639.566345
	Iteration 22Q: 3 clusters Score -75887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -75889.453125 Penalty: 639.566345
	Iteration 23Q: 3 clusters Score -75889.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -75890.656250 Penalty: 639.566345
	Iteration 24Q: 3 clusters Score -75890.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -75890.929688 Penalty: 639.566345
	Iteration 25Q: 3 clusters Score -75890.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -75891.375000 Penalty: 639.566345
	Iteration 26Q: 3 clusters Score -75891.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -75891.375000 Penalty: 639.566345
	Iteration 27F: 3 clusters Score -75891.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (31462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Entering Unmasked Estep 
Score: -2547451.250000 Penalty: 471.222382
	Iteration 0F: 2 clusters Score -2547451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2527886.000000 Penalty: 942.444763
	Iteration 0F: 3 clusters Score -2527886 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2536724.250000 Penalty: 942.444763
	Iteration 1F: 3 clusters Score -2536724 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2536995.500000 Penalty: 942.444763
	Iteration 2Q: 3 clusters Score -2536996 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2537325.250000 Penalty: 942.444763
	Iteration 3Q: 3 clusters Score -2537325 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2537754.500000 Penalty: 942.444763
	Iteration 4Q: 3 clusters Score -2537754 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2538523.000000 Penalty: 942.444763
	Iteration 5Q: 3 clusters Score -2538523 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2539764.000000 Penalty: 942.444763
	Iteration 6F: 3 clusters Score -2539764 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2541383.500000 Penalty: 942.444763
	Iteration 7F: 3 clusters Score -2541384 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2542624.250000 Penalty: 942.444763
	Iteration 8F: 3 clusters Score -2542624 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2543210.750000 Penalty: 942.444763
	Iteration 9Q: 3 clusters Score -2543211 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2543454.750000 Penalty: 942.444763
	Iteration 10Q: 3 clusters Score -2543455 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2543648.500000 Penalty: 942.444763
	Iteration 11Q: 3 clusters Score -2543648 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2543821.500000 Penalty: 942.444763
	Iteration 12Q: 3 clusters Score -2543822 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2544011.750000 Penalty: 942.444763
	Iteration 13Q: 3 clusters Score -2544012 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2544251.750000 Penalty: 942.444763
	Iteration 14Q: 3 clusters Score -2544252 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2544579.000000 Penalty: 942.444763
	Iteration 15Q: 3 clusters Score -2544579 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2545003.250000 Penalty: 942.444763
	Iteration 16Q: 3 clusters Score -2545003 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2545503.000000 Penalty: 942.444763
	Iteration 17Q: 3 clusters Score -2545503 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2546016.000000 Penalty: 942.444763
	Iteration 18Q: 3 clusters Score -2546016 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2546644.500000 Penalty: 942.444763
	Iteration 19Q: 3 clusters Score -2546644 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2547143.000000 Penalty: 942.444763
	Iteration 20F: 3 clusters Score -2547143 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2547480.250000 Penalty: 942.444763
	Iteration 21Q: 3 clusters Score -2547480 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2547734.250000 Penalty: 942.444763
	Iteration 22Q: 3 clusters Score -2547734 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2547876.750000 Penalty: 942.444763
	Iteration 23Q: 3 clusters Score -2547877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2547974.250000 Penalty: 942.444763
	Iteration 24Q: 3 clusters Score -2547974 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2548005.750000 Penalty: 942.444763
	Iteration 25Q: 3 clusters Score -2548006 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2548050.250000 Penalty: 942.444763
	Iteration 26Q: 3 clusters Score -2548050 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2548103.500000 Penalty: 942.444763
	Iteration 27Q: 3 clusters Score -2548104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2548144.250000 Penalty: 942.444763
	Iteration 28Q: 3 clusters Score -2548144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2548160.250000 Penalty: 942.444763
	Iteration 29Q: 3 clusters Score -2548160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2548176.000000 Penalty: 942.444763
	Iteration 30Q: 3 clusters Score -2548176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2548175.500000 Penalty: 942.444763
	Iteration 31Q: 3 clusters Score -2548176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2548177.750000 Penalty: 942.444763
	Iteration 32Q: 3 clusters Score -2548178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2548180.750000 Penalty: 942.444763
	Iteration 33Q: 3 clusters Score -2548181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2548186.500000 Penalty: 942.444763
	Iteration 34Q: 3 clusters Score -2548186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2548191.250000 Penalty: 942.444763
	Iteration 35Q: 3 clusters Score -2548191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2548200.000000 Penalty: 942.444763
	Iteration 36Q: 3 clusters Score -2548200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2548193.750000 Penalty: 942.444763
	Iteration 37Q: 3 clusters Score -2548194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2548196.750000 Penalty: 942.444763
	Iteration 38Q: 3 clusters Score -2548197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2548198.250000 Penalty: 942.444763
	Iteration 39Q: 3 clusters Score -2548198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2548198.000000 Penalty: 942.444763
	Iteration 40F: 3 clusters Score -2548198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2548199.500000 Penalty: 942.444763
	Iteration 41Q: 3 clusters Score -2548200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2548196.000000 Penalty: 942.444763
	Iteration 42Q: 3 clusters Score -2548196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2548197.750000 Penalty: 942.444763
	Iteration 43Q: 3 clusters Score -2548198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2548198.250000 Penalty: 942.444763
	Iteration 44Q: 3 clusters Score -2548198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2548200.250000 Penalty: 942.444763
	Iteration 45Q: 3 clusters Score -2548200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2548200.250000 Penalty: 942.444763
	Iteration 46F: 3 clusters Score -2548200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 2762 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24270 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27883 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20729 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4753 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3837 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 10866 members 
Mstep: Class 53 contains 3233 members 
Mstep: Class 54 contains 390 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18914 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19676 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27571 members 
Mstep: Class 61 contains 23463 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 2894 members 
Mstep: Class 64 contains 36570 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1302 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14384 members 
Mstep: Class 71 contains 29648 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10631 members 
Mstep: Class 74 contains 141 members 
Mstep: Class 75 contains 20596 members 
Entering Unmasked Estep 
Score: -42171916.000000 Penalty: 45145.230469
Splitting cluster 52 changes total score from -42171092.000000 to -42171916.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 53 (3233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Entering Unmasked Estep 
Score: -247116.593750 Penalty: 367.693024
	Iteration 0F: 2 clusters Score -247116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -244894.312500 Penalty: 735.386047
	Iteration 0F: 3 clusters Score -244894.3 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -245869.281250 Penalty: 735.386047
	Iteration 1F: 3 clusters Score -245869.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -246075.812500 Penalty: 735.386047
	Iteration 2F: 3 clusters Score -246075.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -246285.687500 Penalty: 735.386047
	Iteration 3F: 3 clusters Score -246285.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -246476.765625 Penalty: 735.386047
	Iteration 4F: 3 clusters Score -246476.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -246633.296875 Penalty: 735.386047
	Iteration 5F: 3 clusters Score -246633.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -246748.453125 Penalty: 735.386047
	Iteration 6Q: 3 clusters Score -246748.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -246835.125000 Penalty: 735.386047
	Iteration 7Q: 3 clusters Score -246835.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -246878.328125 Penalty: 735.386047
	Iteration 8Q: 3 clusters Score -246878.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -246893.984375 Penalty: 735.386047
	Iteration 9Q: 3 clusters Score -246894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -246899.406250 Penalty: 735.386047
	Iteration 10Q: 3 clusters Score -246899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -246900.703125 Penalty: 735.386047
	Iteration 11Q: 3 clusters Score -246900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -246901.546875 Penalty: 735.386047
	Iteration 12Q: 3 clusters Score -246901.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -246902.890625 Penalty: 735.386047
	Iteration 13Q: 3 clusters Score -246902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -246903.765625 Penalty: 735.386047
	Iteration 14Q: 3 clusters Score -246903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -246904.484375 Penalty: 735.386047
	Iteration 15Q: 3 clusters Score -246904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -246904.921875 Penalty: 735.386047
	Iteration 16Q: 3 clusters Score -246904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -246905.296875 Penalty: 735.386047
	Iteration 17Q: 3 clusters Score -246905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -246905.921875 Penalty: 735.386047
	Iteration 18Q: 3 clusters Score -246905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -246906.125000 Penalty: 735.386047
	Iteration 19Q: 3 clusters Score -246906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -246906.125000 Penalty: 735.386047
	Iteration 20F: 3 clusters Score -246906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -246906.343750 Penalty: 735.386047
	Iteration 21Q: 3 clusters Score -246906.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -246907.187500 Penalty: 735.386047
	Iteration 22Q: 3 clusters Score -246907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -246907.562500 Penalty: 735.386047
	Iteration 23Q: 3 clusters Score -246907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -246907.562500 Penalty: 735.386047
	Iteration 24F: 3 clusters Score -246907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -18358.230469 Penalty: 271.459686
	Iteration 0F: 2 clusters Score -18358.23 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 202 members 
Entering Unmasked Estep 
Score: -17977.921875 Penalty: 542.919373
	Iteration 0F: 3 clusters Score -17977.92 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18170.552734 Penalty: 542.919373
	Iteration 1F: 3 clusters Score -18170.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18215.976562 Penalty: 542.919373
	Iteration 2F: 3 clusters Score -18215.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18237.210938 Penalty: 542.919373
	Iteration 3Q: 3 clusters Score -18237.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18246.966797 Penalty: 542.919373
	Iteration 4Q: 3 clusters Score -18246.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -18254.298828 Penalty: 542.919373
	Iteration 5Q: 3 clusters Score -18254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18257.599609 Penalty: 542.919373
	Iteration 6Q: 3 clusters Score -18257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18262.447266 Penalty: 542.919373
	Iteration 7Q: 3 clusters Score -18262.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18265.015625 Penalty: 542.919373
	Iteration 8Q: 3 clusters Score -18265.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -18266.667969 Penalty: 542.919373
	Iteration 9Q: 3 clusters Score -18266.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18267.314453 Penalty: 542.919373
	Iteration 10Q: 3 clusters Score -18267.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18267.839844 Penalty: 542.919373
	Iteration 11Q: 3 clusters Score -18267.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18268.761719 Penalty: 542.919373
	Iteration 12Q: 3 clusters Score -18268.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18269.052734 Penalty: 542.919373
	Iteration 13Q: 3 clusters Score -18269.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18269.052734 Penalty: 542.919373
	Iteration 14F: 3 clusters Score -18269.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (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: -9792.587891 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -9792.588 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: -9440.096680 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -9440.097 nChanged 89
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: -9553.973633 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -9553.974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9621.588867 Penalty: 515.644836
	Iteration 2F: 3 clusters Score -9621.589 nChanged 18
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: -9649.392578 Penalty: 515.644836
	Iteration 3F: 3 clusters Score -9649.393 nChanged 6
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: -9655.009766 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -9655.01 nChanged 5
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: -9660.197266 Penalty: 515.644836
	Iteration 5Q: 3 clusters Score -9660.197 nChanged 2
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: -9662.916016 Penalty: 515.644836
	Iteration 6Q: 3 clusters Score -9662.916 nChanged 2
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: -9663.827148 Penalty: 515.644836
	Iteration 7Q: 3 clusters Score -9663.827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9664.886719 Penalty: 515.644836
	Iteration 8Q: 3 clusters Score -9664.887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9666.011719 Penalty: 515.644836
	Iteration 9Q: 3 clusters Score -9666.012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9666.547852 Penalty: 515.644836
	Iteration 10Q: 3 clusters Score -9666.548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9667.233398 Penalty: 515.644836
	Iteration 11Q: 3 clusters Score -9667.233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9669.508789 Penalty: 515.644836
	Iteration 12Q: 3 clusters Score -9669.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9672.591797 Penalty: 515.644836
	Iteration 13Q: 3 clusters Score -9672.592 nChanged 5
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: -9686.865234 Penalty: 515.644836
	Iteration 14Q: 3 clusters Score -9686.865 nChanged 3
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: -9690.676758 Penalty: 515.644836
	Iteration 15Q: 3 clusters Score -9690.677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9693.294922 Penalty: 515.644836
	Iteration 16Q: 3 clusters Score -9693.295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9693.294922 Penalty: 515.644836
	Iteration 17F: 3 clusters Score -9693.295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (18914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Entering Unmasked Estep 
Score: -1539351.875000 Penalty: 448.068390
	Iteration 0F: 2 clusters Score -1539352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1526746.375000 Penalty: 896.136780
	Iteration 0F: 3 clusters Score -1526746 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1532273.000000 Penalty: 896.136780
	Iteration 1F: 3 clusters Score -1532273 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1532842.000000 Penalty: 896.136780
	Iteration 2F: 3 clusters Score -1532842 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1533682.875000 Penalty: 896.136780
	Iteration 3F: 3 clusters Score -1533683 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1534777.250000 Penalty: 896.136780
	Iteration 4F: 3 clusters Score -1534777 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1535994.250000 Penalty: 896.136780
	Iteration 5F: 3 clusters Score -1535994 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1537051.125000 Penalty: 896.136780
	Iteration 6F: 3 clusters Score -1537051 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1537782.125000 Penalty: 896.136780
	Iteration 7Q: 3 clusters Score -1537782 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1538235.500000 Penalty: 896.136780
	Iteration 8Q: 3 clusters Score -1538236 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1538486.125000 Penalty: 896.136780
	Iteration 9Q: 3 clusters Score -1538486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -1538656.375000 Penalty: 896.136780
	Iteration 10Q: 3 clusters Score -1538656 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1538760.250000 Penalty: 896.136780
	Iteration 11Q: 3 clusters Score -1538760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1538834.750000 Penalty: 896.136780
	Iteration 12Q: 3 clusters Score -1538835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1538880.250000 Penalty: 896.136780
	Iteration 13Q: 3 clusters Score -1538880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -1538901.625000 Penalty: 896.136780
	Iteration 14Q: 3 clusters Score -1538902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1538913.750000 Penalty: 896.136780
	Iteration 15Q: 3 clusters Score -1538914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1538928.375000 Penalty: 896.136780
	Iteration 16Q: 3 clusters Score -1538928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1538937.125000 Penalty: 896.136780
	Iteration 17Q: 3 clusters Score -1538937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1538939.250000 Penalty: 896.136780
	Iteration 18Q: 3 clusters Score -1538939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1538940.250000 Penalty: 896.136780
	Iteration 19Q: 3 clusters Score -1538940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1538944.000000 Penalty: 896.136780
	Iteration 20F: 3 clusters Score -1538944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1538944.500000 Penalty: 896.136780
	Iteration 21Q: 3 clusters Score -1538944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1538946.250000 Penalty: 896.136780
	Iteration 22Q: 3 clusters Score -1538946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1538946.250000 Penalty: 896.136780
	Iteration 23Q: 3 clusters Score -1538946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1538946.250000 Penalty: 896.136780
	Iteration 24F: 3 clusters Score -1538946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Entering Unmasked Estep 
Score: -8498.775391 Penalty: 220.050827
	Iteration 0F: 2 clusters Score -8498.775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8299.540039 Penalty: 440.101654
	Iteration 0F: 3 clusters Score -8299.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8367.150391 Penalty: 440.101654
	Iteration 1F: 3 clusters Score -8367.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8392.140625 Penalty: 440.101654
	Iteration 2Q: 3 clusters Score -8392.141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8406.164062 Penalty: 440.101654
	Iteration 3Q: 3 clusters Score -8406.164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8406.164062 Penalty: 440.101654
	Iteration 4F: 3 clusters Score -8406.164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (19676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Entering Unmasked Estep 
Score: -1590642.125000 Penalty: 449.865540
	Iteration 0F: 2 clusters Score -1590642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1577402.500000 Penalty: 899.731079
	Iteration 0F: 3 clusters Score -1577402 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1582777.625000 Penalty: 899.731079
	Iteration 1F: 3 clusters Score -1582778 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1583041.500000 Penalty: 899.731079
	Iteration 2Q: 3 clusters Score -1583042 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1583409.500000 Penalty: 899.731079
	Iteration 3Q: 3 clusters Score -1583410 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1583997.625000 Penalty: 899.731079
	Iteration 4F: 3 clusters Score -1583998 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1584992.250000 Penalty: 899.731079
	Iteration 5F: 3 clusters Score -1584992 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1586375.000000 Penalty: 899.731079
	Iteration 6F: 3 clusters Score -1586375 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1587837.875000 Penalty: 899.731079
	Iteration 7F: 3 clusters Score -1587838 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1589042.375000 Penalty: 899.731079
	Iteration 8F: 3 clusters Score -1589042 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1589707.750000 Penalty: 899.731079
	Iteration 9Q: 3 clusters Score -1589708 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1590010.375000 Penalty: 899.731079
	Iteration 10Q: 3 clusters Score -1590010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1590136.375000 Penalty: 899.731079
	Iteration 11Q: 3 clusters Score -1590136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1590207.750000 Penalty: 899.731079
	Iteration 12Q: 3 clusters Score -1590208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1590234.125000 Penalty: 899.731079
	Iteration 13Q: 3 clusters Score -1590234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1590244.125000 Penalty: 899.731079
	Iteration 14Q: 3 clusters Score -1590244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1590251.875000 Penalty: 899.731079
	Iteration 15Q: 3 clusters Score -1590252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1590255.500000 Penalty: 899.731079
	Iteration 16Q: 3 clusters Score -1590256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1590258.500000 Penalty: 899.731079
	Iteration 17Q: 3 clusters Score -1590258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1590261.500000 Penalty: 899.731079
	Iteration 18Q: 3 clusters Score -1590262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1590260.500000 Penalty: 899.731079
	Iteration 19Q: 3 clusters Score -1590260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1590260.500000 Penalty: 899.731079
	Iteration 20F: 3 clusters Score -1590260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13939.742188 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13939.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13988.878906 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13988.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14000.266602 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -14000.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14005.380859 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14005.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14010.259766 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14010.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14012.992188 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14012.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14018.501953 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14022.617188 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -14022.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14023.232422 Penalty: 484.836731
	Iteration 8Q: 3 clusters Score -14023.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14024.402344 Penalty: 484.836731
	Iteration 9Q: 3 clusters Score -14024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14024.402344 Penalty: 484.836731
	Iteration 10F: 3 clusters Score -14024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (27571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Entering Unmasked Estep 
Score: -2218731.000000 Penalty: 465.215637
	Iteration 0F: 2 clusters Score -2218731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2201555.500000 Penalty: 930.431274
	Iteration 0F: 3 clusters Score -2201556 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2209507.750000 Penalty: 930.431274
	Iteration 1F: 3 clusters Score -2209508 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2210326.250000 Penalty: 930.431274
	Iteration 2F: 3 clusters Score -2210326 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2211812.250000 Penalty: 930.431274
	Iteration 3F: 3 clusters Score -2211812 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2213945.000000 Penalty: 930.431274
	Iteration 4F: 3 clusters Score -2213945 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2215951.250000 Penalty: 930.431274
	Iteration 5F: 3 clusters Score -2215951 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2217301.250000 Penalty: 930.431274
	Iteration 6F: 3 clusters Score -2217301 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2217913.750000 Penalty: 930.431274
	Iteration 7Q: 3 clusters Score -2217914 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2218147.000000 Penalty: 930.431274
	Iteration 8Q: 3 clusters Score -2218147 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2218247.500000 Penalty: 930.431274
	Iteration 9Q: 3 clusters Score -2218248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2218283.750000 Penalty: 930.431274
	Iteration 10Q: 3 clusters Score -2218284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2218303.250000 Penalty: 930.431274
	Iteration 11Q: 3 clusters Score -2218303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2218308.250000 Penalty: 930.431274
	Iteration 12Q: 3 clusters Score -2218308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2218309.000000 Penalty: 930.431274
	Iteration 13Q: 3 clusters Score -2218309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2218312.250000 Penalty: 930.431274
	Iteration 14Q: 3 clusters Score -2218312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2218315.500000 Penalty: 930.431274
	Iteration 15Q: 3 clusters Score -2218316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2218318.000000 Penalty: 930.431274
	Iteration 16Q: 3 clusters Score -2218318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2218318.000000 Penalty: 930.431274
	Iteration 17F: 3 clusters Score -2218318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (23463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Entering Unmasked Estep 
Score: -1773574.250000 Penalty: 457.874695
	Iteration 0F: 2 clusters Score -1773574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1757902.750000 Penalty: 915.749390
	Iteration 0F: 3 clusters Score -1757903 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1764367.375000 Penalty: 915.749390
	Iteration 1F: 3 clusters Score -1764367 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1764761.750000 Penalty: 915.749390
	Iteration 2Q: 3 clusters Score -1764762 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1765314.875000 Penalty: 915.749390
	Iteration 3Q: 3 clusters Score -1765315 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1766044.000000 Penalty: 915.749390
	Iteration 4F: 3 clusters Score -1766044 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1766999.375000 Penalty: 915.749390
	Iteration 5F: 3 clusters Score -1766999 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1768187.000000 Penalty: 915.749390
	Iteration 6F: 3 clusters Score -1768187 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1769231.625000 Penalty: 915.749390
	Iteration 7F: 3 clusters Score -1769232 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1769888.000000 Penalty: 915.749390
	Iteration 8Q: 3 clusters Score -1769888 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1770256.125000 Penalty: 915.749390
	Iteration 9Q: 3 clusters Score -1770256 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1770497.250000 Penalty: 915.749390
	Iteration 10Q: 3 clusters Score -1770497 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1770716.375000 Penalty: 915.749390
	Iteration 11Q: 3 clusters Score -1770716 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1770904.875000 Penalty: 915.749390
	Iteration 12Q: 3 clusters Score -1770905 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1771047.625000 Penalty: 915.749390
	Iteration 13Q: 3 clusters Score -1771048 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1771179.500000 Penalty: 915.749390
	Iteration 14Q: 3 clusters Score -1771180 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1771315.625000 Penalty: 915.749390
	Iteration 15Q: 3 clusters Score -1771316 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1771478.500000 Penalty: 915.749390
	Iteration 16Q: 3 clusters Score -1771478 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1771635.250000 Penalty: 915.749390
	Iteration 17Q: 3 clusters Score -1771635 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1771822.000000 Penalty: 915.749390
	Iteration 18Q: 3 clusters Score -1771822 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1771973.500000 Penalty: 915.749390
	Iteration 19Q: 3 clusters Score -1771974 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1772132.875000 Penalty: 915.749390
	Iteration 20F: 3 clusters Score -1772133 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1772288.125000 Penalty: 915.749390
	Iteration 21Q: 3 clusters Score -1772288 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1772419.500000 Penalty: 915.749390
	Iteration 22Q: 3 clusters Score -1772420 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1772529.250000 Penalty: 915.749390
	Iteration 23Q: 3 clusters Score -1772529 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1772623.375000 Penalty: 915.749390
	Iteration 24Q: 3 clusters Score -1772623 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1772713.875000 Penalty: 915.749390
	Iteration 25Q: 3 clusters Score -1772714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1772815.000000 Penalty: 915.749390
	Iteration 26Q: 3 clusters Score -1772815 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1772918.500000 Penalty: 915.749390
	Iteration 27Q: 3 clusters Score -1772918 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1773000.625000 Penalty: 915.749390
	Iteration 28Q: 3 clusters Score -1773001 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1773063.375000 Penalty: 915.749390
	Iteration 29Q: 3 clusters Score -1773063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1773107.250000 Penalty: 915.749390
	Iteration 30Q: 3 clusters Score -1773107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1773136.375000 Penalty: 915.749390
	Iteration 31Q: 3 clusters Score -1773136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1773151.250000 Penalty: 915.749390
	Iteration 32Q: 3 clusters Score -1773151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1773166.750000 Penalty: 915.749390
	Iteration 33Q: 3 clusters Score -1773167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1773184.750000 Penalty: 915.749390
	Iteration 34Q: 3 clusters Score -1773185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1773193.000000 Penalty: 915.749390
	Iteration 35Q: 3 clusters Score -1773193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1773207.125000 Penalty: 915.749390
	Iteration 36Q: 3 clusters Score -1773207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1773230.000000 Penalty: 915.749390
	Iteration 37Q: 3 clusters Score -1773230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1773248.500000 Penalty: 915.749390
	Iteration 38Q: 3 clusters Score -1773248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1773256.625000 Penalty: 915.749390
	Iteration 39Q: 3 clusters Score -1773257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1773262.875000 Penalty: 915.749390
	Iteration 40F: 3 clusters Score -1773263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1773270.750000 Penalty: 915.749390
	Iteration 41Q: 3 clusters Score -1773271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1773275.875000 Penalty: 915.749390
	Iteration 42Q: 3 clusters Score -1773276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1773280.375000 Penalty: 915.749390
	Iteration 43Q: 3 clusters Score -1773280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1773278.875000 Penalty: 915.749390
	Iteration 44Q: 3 clusters Score -1773279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1773281.875000 Penalty: 915.749390
	Iteration 45Q: 3 clusters Score -1773282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1773282.875000 Penalty: 915.749390
	Iteration 46Q: 3 clusters Score -1773283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1773286.375000 Penalty: 915.749390
	Iteration 47Q: 3 clusters Score -1773286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1773289.125000 Penalty: 915.749390
	Iteration 48Q: 3 clusters Score -1773289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1773290.125000 Penalty: 915.749390
	Iteration 49Q: 3 clusters Score -1773290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1773288.625000 Penalty: 915.749390
	Iteration 50Q: 3 clusters Score -1773289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1773287.625000 Penalty: 915.749390
	Iteration 51Q: 3 clusters Score -1773288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1773289.000000 Penalty: 915.749390
	Iteration 52Q: 3 clusters Score -1773289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1773289.250000 Penalty: 915.749390
	Iteration 53Q: 3 clusters Score -1773289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1773290.250000 Penalty: 915.749390
	Iteration 54Q: 3 clusters Score -1773290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1773292.500000 Penalty: 915.749390
	Iteration 55Q: 3 clusters Score -1773292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1773295.500000 Penalty: 915.749390
	Iteration 56Q: 3 clusters Score -1773296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1773293.750000 Penalty: 915.749390
	Iteration 57Q: 3 clusters Score -1773294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1773294.000000 Penalty: 915.749390
	Iteration 58Q: 3 clusters Score -1773294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1773293.250000 Penalty: 915.749390
	Iteration 59Q: 3 clusters Score -1773293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1773294.250000 Penalty: 915.749390
	Iteration 60F: 3 clusters Score -1773294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1773294.375000 Penalty: 915.749390
	Iteration 61Q: 3 clusters Score -1773294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1773294.375000 Penalty: 915.749390
	Iteration 62F: 3 clusters Score -1773294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -12818.350586 Penalty: 247.826553
	Iteration 0F: 2 clusters Score -12818.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12536.980469 Penalty: 495.653107
	Iteration 0F: 3 clusters Score -12536.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12643.936523 Penalty: 495.653107
	Iteration 1F: 3 clusters Score -12643.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12678.520508 Penalty: 495.653107
	Iteration 2F: 3 clusters Score -12678.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12696.464844 Penalty: 495.653107
	Iteration 3F: 3 clusters Score -12696.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12720.647461 Penalty: 495.653107
	Iteration 4Q: 3 clusters Score -12720.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12743.219727 Penalty: 495.653107
	Iteration 5Q: 3 clusters Score -12743.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12753.494141 Penalty: 495.653107
	Iteration 6Q: 3 clusters Score -12753.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12760.599609 Penalty: 495.653107
	Iteration 7Q: 3 clusters Score -12760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12768.618164 Penalty: 495.653107
	Iteration 8Q: 3 clusters Score -12768.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12769.824219 Penalty: 495.653107
	Iteration 9Q: 3 clusters Score -12769.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12769.824219 Penalty: 495.653107
	Iteration 10F: 3 clusters Score -12769.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -235159.609375 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -235159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -233106.750000 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -233106.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -233836.187500 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -233836.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -233945.765625 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -233945.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -234087.250000 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -234087.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -234239.812500 Penalty: 725.305969
	Iteration 4F: 3 clusters Score -234239.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -234404.609375 Penalty: 725.305969
	Iteration 5F: 3 clusters Score -234404.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -234540.796875 Penalty: 725.305969
	Iteration 6F: 3 clusters Score -234540.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -234634.468750 Penalty: 725.305969
	Iteration 7Q: 3 clusters Score -234634.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -234713.062500 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -234713.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -234782.000000 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -234782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -234818.968750 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -234819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -234848.515625 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -234848.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -234866.578125 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -234866.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -234873.640625 Penalty: 725.305969
	Iteration 13Q: 3 clusters Score -234873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -234877.000000 Penalty: 725.305969
	Iteration 14Q: 3 clusters Score -234877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -234879.484375 Penalty: 725.305969
	Iteration 15Q: 3 clusters Score -234879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -234881.484375 Penalty: 725.305969
	Iteration 16Q: 3 clusters Score -234881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -234882.484375 Penalty: 725.305969
	Iteration 17Q: 3 clusters Score -234882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -234884.328125 Penalty: 725.305969
	Iteration 18Q: 3 clusters Score -234884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -234885.296875 Penalty: 725.305969
	Iteration 19Q: 3 clusters Score -234885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -234885.515625 Penalty: 725.305969
	Iteration 20F: 3 clusters Score -234885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -234885.421875 Penalty: 725.305969
	Iteration 21Q: 3 clusters Score -234885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -234885.828125 Penalty: 725.305969
	Iteration 22Q: 3 clusters Score -234885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -234885.828125 Penalty: 725.305969
	Iteration 23F: 3 clusters Score -234885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (14953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Entering Unmasked Estep 
Score: -1223850.250000 Penalty: 437.376343
	Iteration 0F: 2 clusters Score -1223850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1213872.000000 Penalty: 874.752686
	Iteration 0F: 3 clusters Score -1213872 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1218133.625000 Penalty: 874.752686
	Iteration 1F: 3 clusters Score -1218134 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1218481.375000 Penalty: 874.752686
	Iteration 2F: 3 clusters Score -1218481 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1219057.125000 Penalty: 874.752686
	Iteration 3F: 3 clusters Score -1219057 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1219964.875000 Penalty: 874.752686
	Iteration 4F: 3 clusters Score -1219965 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1220941.500000 Penalty: 874.752686
	Iteration 5F: 3 clusters Score -1220942 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1221494.625000 Penalty: 874.752686
	Iteration 6F: 3 clusters Score -1221495 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1221830.500000 Penalty: 874.752686
	Iteration 7Q: 3 clusters Score -1221830 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1222124.000000 Penalty: 874.752686
	Iteration 8Q: 3 clusters Score -1222124 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1222342.625000 Penalty: 874.752686
	Iteration 9Q: 3 clusters Score -1222343 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1222575.125000 Penalty: 874.752686
	Iteration 10Q: 3 clusters Score -1222575 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1222763.875000 Penalty: 874.752686
	Iteration 11Q: 3 clusters Score -1222764 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1222885.875000 Penalty: 874.752686
	Iteration 12Q: 3 clusters Score -1222886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1223061.500000 Penalty: 874.752686
	Iteration 13Q: 3 clusters Score -1223062 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1223193.625000 Penalty: 874.752686
	Iteration 14Q: 3 clusters Score -1223194 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1223239.000000 Penalty: 874.752686
	Iteration 15Q: 3 clusters Score -1223239 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1223309.750000 Penalty: 874.752686
	Iteration 16Q: 3 clusters Score -1223310 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1223372.750000 Penalty: 874.752686
	Iteration 17Q: 3 clusters Score -1223373 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1223395.875000 Penalty: 874.752686
	Iteration 18Q: 3 clusters Score -1223396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1223403.750000 Penalty: 874.752686
	Iteration 19Q: 3 clusters Score -1223404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1223415.375000 Penalty: 874.752686
	Iteration 20F: 3 clusters Score -1223415 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1223420.750000 Penalty: 874.752686
	Iteration 21Q: 3 clusters Score -1223421 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1223413.250000 Penalty: 874.752686
	Iteration 22Q: 3 clusters Score -1223413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1223420.625000 Penalty: 874.752686
	Iteration 23Q: 3 clusters Score -1223421 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1223405.250000 Penalty: 874.752686
	Iteration 24Q: 3 clusters Score -1223405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1223401.750000 Penalty: 874.752686
	Iteration 25Q: 3 clusters Score -1223402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1223415.500000 Penalty: 874.752686
	Iteration 26Q: 3 clusters Score -1223416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1223417.750000 Penalty: 874.752686
	Iteration 27Q: 3 clusters Score -1223418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1223411.875000 Penalty: 874.752686
	Iteration 28Q: 3 clusters Score -1223412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1223400.000000 Penalty: 874.752686
	Iteration 29Q: 3 clusters Score -1223400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1223395.625000 Penalty: 874.752686
	Iteration 30Q: 3 clusters Score -1223396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1223402.625000 Penalty: 874.752686
	Iteration 31Q: 3 clusters Score -1223403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1223404.625000 Penalty: 874.752686
	Iteration 32Q: 3 clusters Score -1223405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1223406.500000 Penalty: 874.752686
	Iteration 33Q: 3 clusters Score -1223406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1223406.500000 Penalty: 874.752686
	Iteration 34F: 3 clusters Score -1223406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -51713.914062 Penalty: 295.740295
	Iteration 0F: 2 clusters Score -51713.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51097.648438 Penalty: 591.480591
	Iteration 0F: 3 clusters Score -51097.65 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51240.414062 Penalty: 591.480591
	Iteration 1F: 3 clusters Score -51240.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -51277.910156 Penalty: 591.480591
	Iteration 2F: 3 clusters Score -51277.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51307.246094 Penalty: 591.480591
	Iteration 3F: 3 clusters Score -51307.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -51323.382812 Penalty: 591.480591
	Iteration 4Q: 3 clusters Score -51323.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -51335.582031 Penalty: 591.480591
	Iteration 5Q: 3 clusters Score -51335.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51340.187500 Penalty: 591.480591
	Iteration 6Q: 3 clusters Score -51340.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51342.667969 Penalty: 591.480591
	Iteration 7Q: 3 clusters Score -51342.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51344.789062 Penalty: 591.480591
	Iteration 8Q: 3 clusters Score -51344.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51344.957031 Penalty: 591.480591
	Iteration 9Q: 3 clusters Score -51344.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51345.652344 Penalty: 591.480591
	Iteration 10Q: 3 clusters Score -51345.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -51345.652344 Penalty: 591.480591
	Iteration 11F: 3 clusters Score -51345.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Entering Unmasked Estep 
Score: -138843.281250 Penalty: 339.583038
	Iteration 0F: 2 clusters Score -138843.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -137548.328125 Penalty: 679.166077
	Iteration 0F: 3 clusters Score -137548.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137924.343750 Penalty: 679.166077
	Iteration 1F: 3 clusters Score -137924.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137984.593750 Penalty: 679.166077
	Iteration 2F: 3 clusters Score -137984.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -138040.812500 Penalty: 679.166077
	Iteration 3F: 3 clusters Score -138040.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138116.000000 Penalty: 679.166077
	Iteration 4F: 3 clusters Score -138116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -138164.453125 Penalty: 679.166077
	Iteration 5Q: 3 clusters Score -138164.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -138231.031250 Penalty: 679.166077
	Iteration 6F: 3 clusters Score -138231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138293.031250 Penalty: 679.166077
	Iteration 7F: 3 clusters Score -138293 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -138350.812500 Penalty: 679.166077
	Iteration 8Q: 3 clusters Score -138350.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -138403.343750 Penalty: 679.166077
	Iteration 9Q: 3 clusters Score -138403.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -138453.390625 Penalty: 679.166077
	Iteration 10Q: 3 clusters Score -138453.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138488.218750 Penalty: 679.166077
	Iteration 11Q: 3 clusters Score -138488.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -138513.828125 Penalty: 679.166077
	Iteration 12Q: 3 clusters Score -138513.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -138529.859375 Penalty: 679.166077
	Iteration 13Q: 3 clusters Score -138529.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -138536.187500 Penalty: 679.166077
	Iteration 14Q: 3 clusters Score -138536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138538.703125 Penalty: 679.166077
	Iteration 15Q: 3 clusters Score -138538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -138541.859375 Penalty: 679.166077
	Iteration 16Q: 3 clusters Score -138541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -138544.015625 Penalty: 679.166077
	Iteration 17Q: 3 clusters Score -138544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -138545.578125 Penalty: 679.166077
	Iteration 18Q: 3 clusters Score -138545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -138546.828125 Penalty: 679.166077
	Iteration 19Q: 3 clusters Score -138546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -138549.484375 Penalty: 679.166077
	Iteration 20F: 3 clusters Score -138549.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -138552.578125 Penalty: 679.166077
	Iteration 21Q: 3 clusters Score -138552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -138556.437500 Penalty: 679.166077
	Iteration 22Q: 3 clusters Score -138556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -138561.875000 Penalty: 679.166077
	Iteration 23Q: 3 clusters Score -138561.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -138565.171875 Penalty: 679.166077
	Iteration 24Q: 3 clusters Score -138565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -138570.140625 Penalty: 679.166077
	Iteration 25Q: 3 clusters Score -138570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -138576.093750 Penalty: 679.166077
	Iteration 26Q: 3 clusters Score -138576.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -138580.203125 Penalty: 679.166077
	Iteration 27Q: 3 clusters Score -138580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -138581.468750 Penalty: 679.166077
	Iteration 28Q: 3 clusters Score -138581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -138583.671875 Penalty: 679.166077
	Iteration 29Q: 3 clusters Score -138583.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -138584.921875 Penalty: 679.166077
	Iteration 30Q: 3 clusters Score -138584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -138585.656250 Penalty: 679.166077
	Iteration 31Q: 3 clusters Score -138585.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -138586.828125 Penalty: 679.166077
	Iteration 32Q: 3 clusters Score -138586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -138587.937500 Penalty: 679.166077
	Iteration 33Q: 3 clusters Score -138587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -138588.031250 Penalty: 679.166077
	Iteration 34Q: 3 clusters Score -138588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -138588.546875 Penalty: 679.166077
	Iteration 35Q: 3 clusters Score -138588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -138589.125000 Penalty: 679.166077
	Iteration 36Q: 3 clusters Score -138589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -138590.500000 Penalty: 679.166077
	Iteration 37Q: 3 clusters Score -138590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138591.218750 Penalty: 679.166077
	Iteration 38Q: 3 clusters Score -138591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -138591.968750 Penalty: 679.166077
	Iteration 39Q: 3 clusters Score -138592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -138591.968750 Penalty: 679.166077
	Iteration 40F: 3 clusters Score -138592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -101179.117188 Penalty: 326.310364
	Iteration 0F: 2 clusters Score -101179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -100177.656250 Penalty: 652.620728
	Iteration 0F: 3 clusters Score -100177.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100500.554688 Penalty: 652.620728
	Iteration 1F: 3 clusters Score -100500.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -100585.171875 Penalty: 652.620728
	Iteration 2F: 3 clusters Score -100585.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -100670.382812 Penalty: 652.620728
	Iteration 3F: 3 clusters Score -100670.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -100721.437500 Penalty: 652.620728
	Iteration 4F: 3 clusters Score -100721.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -100762.914062 Penalty: 652.620728
	Iteration 5Q: 3 clusters Score -100762.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -100793.601562 Penalty: 652.620728
	Iteration 6Q: 3 clusters Score -100793.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -100815.914062 Penalty: 652.620728
	Iteration 7Q: 3 clusters Score -100815.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -100836.859375 Penalty: 652.620728
	Iteration 8Q: 3 clusters Score -100836.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -100850.031250 Penalty: 652.620728
	Iteration 9Q: 3 clusters Score -100850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -100856.789062 Penalty: 652.620728
	Iteration 10Q: 3 clusters Score -100856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -100862.695312 Penalty: 652.620728
	Iteration 11Q: 3 clusters Score -100862.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -100866.406250 Penalty: 652.620728
	Iteration 12Q: 3 clusters Score -100866.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -100868.656250 Penalty: 652.620728
	Iteration 13Q: 3 clusters Score -100868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -100871.171875 Penalty: 652.620728
	Iteration 14Q: 3 clusters Score -100871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -100872.960938 Penalty: 652.620728
	Iteration 15Q: 3 clusters Score -100873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -100876.101562 Penalty: 652.620728
	Iteration 16Q: 3 clusters Score -100876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -100877.984375 Penalty: 652.620728
	Iteration 17Q: 3 clusters Score -100878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -100878.992188 Penalty: 652.620728
	Iteration 18Q: 3 clusters Score -100879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -100880.367188 Penalty: 652.620728
	Iteration 19Q: 3 clusters Score -100880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -100880.898438 Penalty: 652.620728
	Iteration 20F: 3 clusters Score -100880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -100881.070312 Penalty: 652.620728
	Iteration 21Q: 3 clusters Score -100881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -100881.070312 Penalty: 652.620728
	Iteration 22F: 3 clusters Score -100881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -14872.591797 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -14872.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14559.336914 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -14559.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14668.553711 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -14668.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14709.983398 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -14709.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14722.135742 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -14722.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14726.067383 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -14726.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14727.213867 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -14727.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14729.721680 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -14729.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14745.673828 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -14745.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14789.018555 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -14789.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14794.507812 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -14794.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14797.637695 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -14797.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14798.536133 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -14798.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14798.536133 Penalty: 496.044495
	Iteration 12F: 3 clusters Score -14798.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -1179257.125000 Penalty: 435.611145
	Iteration 0F: 2 clusters Score -1179257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1169660.875000 Penalty: 871.222290
	Iteration 0F: 3 clusters Score -1169661 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1173717.500000 Penalty: 871.222290
	Iteration 1F: 3 clusters Score -1173718 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1174277.750000 Penalty: 871.222290
	Iteration 2F: 3 clusters Score -1174278 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1175284.000000 Penalty: 871.222290
	Iteration 3F: 3 clusters Score -1175284 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1176693.625000 Penalty: 871.222290
	Iteration 4F: 3 clusters Score -1176694 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1177765.000000 Penalty: 871.222290
	Iteration 5F: 3 clusters Score -1177765 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1178209.875000 Penalty: 871.222290
	Iteration 6Q: 3 clusters Score -1178210 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1178430.000000 Penalty: 871.222290
	Iteration 7Q: 3 clusters Score -1178430 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1178584.750000 Penalty: 871.222290
	Iteration 8Q: 3 clusters Score -1178585 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1178643.000000 Penalty: 871.222290
	Iteration 9Q: 3 clusters Score -1178643 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1178634.625000 Penalty: 871.222290
	Iteration 10Q: 3 clusters Score -1178635 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1178688.250000 Penalty: 871.222290
	Iteration 11Q: 3 clusters Score -1178688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1178688.500000 Penalty: 871.222290
	Iteration 12Q: 3 clusters Score -1178688 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1178653.625000 Penalty: 871.222290
	Iteration 13Q: 3 clusters Score -1178654 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1178668.625000 Penalty: 871.222290
	Iteration 14Q: 3 clusters Score -1178669 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1178656.250000 Penalty: 871.222290
	Iteration 15Q: 3 clusters Score -1178656 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1178692.500000 Penalty: 871.222290
	Iteration 16Q: 3 clusters Score -1178692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1178692.750000 Penalty: 871.222290
	Iteration 17Q: 3 clusters Score -1178693 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1178707.625000 Penalty: 871.222290
	Iteration 18Q: 3 clusters Score -1178708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1178722.500000 Penalty: 871.222290
	Iteration 19Q: 3 clusters Score -1178722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1178731.375000 Penalty: 871.222290
	Iteration 20F: 3 clusters Score -1178731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1178720.500000 Penalty: 871.222290
	Iteration 21Q: 3 clusters Score -1178720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1178725.875000 Penalty: 871.222290
	Iteration 22Q: 3 clusters Score -1178726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1178703.125000 Penalty: 871.222290
	Iteration 23Q: 3 clusters Score -1178703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1178712.375000 Penalty: 871.222290
	Iteration 24Q: 3 clusters Score -1178712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1178715.625000 Penalty: 871.222290
	Iteration 25Q: 3 clusters Score -1178716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1178720.375000 Penalty: 871.222290
	Iteration 26Q: 3 clusters Score -1178720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1178711.000000 Penalty: 871.222290
	Iteration 27Q: 3 clusters Score -1178711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1178718.625000 Penalty: 871.222290
	Iteration 28Q: 3 clusters Score -1178719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1178736.375000 Penalty: 871.222290
	Iteration 29Q: 3 clusters Score -1178736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1178730.125000 Penalty: 871.222290
	Iteration 30Q: 3 clusters Score -1178730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1178733.125000 Penalty: 871.222290
	Iteration 31Q: 3 clusters Score -1178733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1178720.625000 Penalty: 871.222290
	Iteration 32Q: 3 clusters Score -1178721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1178730.125000 Penalty: 871.222290
	Iteration 33Q: 3 clusters Score -1178730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1178724.375000 Penalty: 871.222290
	Iteration 34Q: 3 clusters Score -1178724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1178707.000000 Penalty: 871.222290
	Iteration 35Q: 3 clusters Score -1178707 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1178716.750000 Penalty: 871.222290
	Iteration 36Q: 3 clusters Score -1178717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1178744.125000 Penalty: 871.222290
	Iteration 37Q: 3 clusters Score -1178744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1178752.125000 Penalty: 871.222290
	Iteration 38Q: 3 clusters Score -1178752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1178750.500000 Penalty: 871.222290
	Iteration 39Q: 3 clusters Score -1178750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1178763.750000 Penalty: 871.222290
	Iteration 40F: 3 clusters Score -1178764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1178763.625000 Penalty: 871.222290
	Iteration 41Q: 3 clusters Score -1178764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1178771.125000 Penalty: 871.222290
	Iteration 42Q: 3 clusters Score -1178771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1178773.250000 Penalty: 871.222290
	Iteration 43Q: 3 clusters Score -1178773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1178776.250000 Penalty: 871.222290
	Iteration 44Q: 3 clusters Score -1178776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1178780.000000 Penalty: 871.222290
	Iteration 45Q: 3 clusters Score -1178780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1178781.000000 Penalty: 871.222290
	Iteration 46Q: 3 clusters Score -1178781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1178781.500000 Penalty: 871.222290
	Iteration 47Q: 3 clusters Score -1178782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1178783.250000 Penalty: 871.222290
	Iteration 48Q: 3 clusters Score -1178783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1178788.750000 Penalty: 871.222290
	Iteration 49Q: 3 clusters Score -1178789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1178790.750000 Penalty: 871.222290
	Iteration 50Q: 3 clusters Score -1178791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1178795.000000 Penalty: 871.222290
	Iteration 51Q: 3 clusters Score -1178795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1178794.500000 Penalty: 871.222290
	Iteration 52Q: 3 clusters Score -1178794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1178795.125000 Penalty: 871.222290
	Iteration 53Q: 3 clusters Score -1178795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1178796.375000 Penalty: 871.222290
	Iteration 54Q: 3 clusters Score -1178796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1178795.375000 Penalty: 871.222290
	Iteration 55Q: 3 clusters Score -1178795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1178796.250000 Penalty: 871.222290
	Iteration 56Q: 3 clusters Score -1178796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1178794.125000 Penalty: 871.222290
	Iteration 57Q: 3 clusters Score -1178794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1178793.875000 Penalty: 871.222290
	Iteration 58Q: 3 clusters Score -1178794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1178793.875000 Penalty: 871.222290
	Iteration 59F: 3 clusters Score -1178794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (29648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Entering Unmasked Estep 
Score: -2393732.750000 Penalty: 468.520325
	Iteration 0F: 2 clusters Score -2393733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2375647.000000 Penalty: 937.040649
	Iteration 0F: 3 clusters Score -2375647 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2384495.500000 Penalty: 937.040649
	Iteration 1F: 3 clusters Score -2384496 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2385554.000000 Penalty: 937.040649
	Iteration 2F: 3 clusters Score -2385554 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2387324.250000 Penalty: 937.040649
	Iteration 3F: 3 clusters Score -2387324 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -2389558.750000 Penalty: 937.040649
	Iteration 4F: 3 clusters Score -2389559 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -2391537.500000 Penalty: 937.040649
	Iteration 5F: 3 clusters Score -2391538 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -2392747.750000 Penalty: 937.040649
	Iteration 6F: 3 clusters Score -2392748 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -2393143.000000 Penalty: 937.040649
	Iteration 7Q: 3 clusters Score -2393143 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -2393252.500000 Penalty: 937.040649
	Iteration 8Q: 3 clusters Score -2393252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -2393284.250000 Penalty: 937.040649
	Iteration 9Q: 3 clusters Score -2393284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -2393302.000000 Penalty: 937.040649
	Iteration 10Q: 3 clusters Score -2393302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -2393305.750000 Penalty: 937.040649
	Iteration 11Q: 3 clusters Score -2393306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -2393305.750000 Penalty: 937.040649
	Iteration 12F: 3 clusters Score -2393306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -5599.013184 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -5599.013 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 59 members 
Entering Unmasked Estep 
Score: -5429.958496 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -5429.958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5542.544434 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -5542.544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5582.288086 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -5582.288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5584.009277 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -5584.009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5584.009277 Penalty: 437.165894
	Iteration 4F: 3 clusters Score -5584.009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -870624.250000 Penalty: 421.854584
	Iteration 0F: 2 clusters Score -870624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -863542.062500 Penalty: 843.709167
	Iteration 0F: 3 clusters Score -863542.1 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -866274.250000 Penalty: 843.709167
	Iteration 1F: 3 clusters Score -866274.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -866455.437500 Penalty: 843.709167
	Iteration 2Q: 3 clusters Score -866455.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -866681.312500 Penalty: 843.709167
	Iteration 3Q: 3 clusters Score -866681.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -866968.437500 Penalty: 843.709167
	Iteration 4F: 3 clusters Score -866968.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -867439.687500 Penalty: 843.709167
	Iteration 5F: 3 clusters Score -867439.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -868065.437500 Penalty: 843.709167
	Iteration 6F: 3 clusters Score -868065.4 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -868780.312500 Penalty: 843.709167
	Iteration 7F: 3 clusters Score -868780.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -869340.375000 Penalty: 843.709167
	Iteration 8F: 3 clusters Score -869340.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -869737.375000 Penalty: 843.709167
	Iteration 9Q: 3 clusters Score -869737.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -869981.625000 Penalty: 843.709167
	Iteration 10Q: 3 clusters Score -869981.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -870109.625000 Penalty: 843.709167
	Iteration 11Q: 3 clusters Score -870109.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -870174.125000 Penalty: 843.709167
	Iteration 12Q: 3 clusters Score -870174.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -870218.375000 Penalty: 843.709167
	Iteration 13Q: 3 clusters Score -870218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -870241.125000 Penalty: 843.709167
	Iteration 14Q: 3 clusters Score -870241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -870250.250000 Penalty: 843.709167
	Iteration 15Q: 3 clusters Score -870250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -870249.750000 Penalty: 843.709167
	Iteration 16Q: 3 clusters Score -870249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -870249.750000 Penalty: 843.709167
	Iteration 17F: 3 clusters Score -870249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 3 contains 23381 members 
Mstep: Class 4 contains 623 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 23416 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 3412 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13129 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35302 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 713 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 2762 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 24270 members 
Mstep: Class 30 contains 11098 members 
Mstep: Class 31 contains 777 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 27883 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20729 members 
Mstep: Class 36 contains 21213 members 
Mstep: Class 37 contains 565 members 
Mstep: Class 38 contains 297 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1331 members 
Mstep: Class 41 contains 4753 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3837 members 
Mstep: Class 45 contains 1481 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3653 members 
Mstep: Class 50 contains 196 members 
Mstep: Class 51 contains 1128 members 
Mstep: Class 52 contains 10866 members 
Mstep: Class 53 contains 3233 members 
Mstep: Class 54 contains 390 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18914 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19676 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27571 members 
Mstep: Class 61 contains 23463 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 2894 members 
Mstep: Class 65 contains 14953 members 
Mstep: Class 66 contains 665 members 
Mstep: Class 67 contains 1743 members 
Mstep: Class 68 contains 1302 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14384 members 
Mstep: Class 71 contains 29648 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172592.000000 Penalty: 45145.230469
Iteration 199Q: 76 clusters Score -4.217259e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 23745 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 312 members 
Mstep: Class 6 contains 18432 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 23473 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 3424 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 13171 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 373 members 
Mstep: Class 18 contains 35188 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 23182 members 
Mstep: Class 23 contains 744 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13722 members 
Mstep: Class 26 contains 2771 members 
Mstep: Class 27 contains 1567 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 24257 members 
Mstep: Class 30 contains 10816 members 
Mstep: Class 31 contains 788 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 28001 members 
Mstep: Class 34 contains 371 members 
Mstep: Class 35 contains 20725 members 
Mstep: Class 36 contains 21362 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 287 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1328 members 
Mstep: Class 41 contains 4734 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3816 members 
Mstep: Class 45 contains 1489 members 
Mstep: Class 46 contains 207 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3647 members 
Mstep: Class 50 contains 204 members 
Mstep: Class 51 contains 1129 members 
Mstep: Class 52 contains 11294 members 
Mstep: Class 53 contains 3248 members 
Mstep: Class 54 contains 392 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 18954 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19572 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27439 members 
Mstep: Class 61 contains 23380 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 2758 members 
Mstep: Class 64 contains 36354 members 
Mstep: Class 65 contains 14975 members 
Mstep: Class 66 contains 664 members 
Mstep: Class 67 contains 1745 members 
Mstep: Class 68 contains 1304 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14549 members 
Mstep: Class 71 contains 29402 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10608 members 
Mstep: Class 74 contains 139 members 
Mstep: Class 75 contains 20361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173180.000000 Penalty: 45145.230469
Iteration 200F: 76 clusters Score -4.217318e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2295 members 
Mstep: Class 3 contains 23809 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 304 members 
Mstep: Class 6 contains 18352 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 23539 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 13208 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 35068 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 23288 members 
Mstep: Class 23 contains 714 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13745 members 
Mstep: Class 26 contains 2764 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24227 members 
Mstep: Class 30 contains 10516 members 
Mstep: Class 31 contains 795 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 28120 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 35 contains 20716 members 
Mstep: Class 36 contains 21393 members 
Mstep: Class 37 contains 563 members 
Mstep: Class 38 contains 283 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1327 members 
Mstep: Class 41 contains 4722 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3793 members 
Mstep: Class 45 contains 1503 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 3652 members 
Mstep: Class 50 contains 209 members 
Mstep: Class 51 contains 1129 members 
Mstep: Class 52 contains 11718 members 
Mstep: Class 53 contains 3255 members 
Mstep: Class 54 contains 393 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19046 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19479 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27263 members 
Mstep: Class 61 contains 23281 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2628 members 
Mstep: Class 64 contains 36517 members 
Mstep: Class 65 contains 15014 members 
Mstep: Class 66 contains 662 members 
Mstep: Class 67 contains 1747 members 
Mstep: Class 68 contains 1304 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14569 members 
Mstep: Class 71 contains 29181 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10577 members 
Mstep: Class 74 contains 189 members 
Mstep: Class 75 contains 20375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173588.000000 Penalty: 45145.230469
Iteration 201Q: 76 clusters Score -4.217359e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 23945 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 6 contains 18269 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 23601 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 34954 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 23392 members 
Mstep: Class 23 contains 696 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13769 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 1564 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 24208 members 
Mstep: Class 30 contains 10224 members 
Mstep: Class 31 contains 802 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 28220 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20712 members 
Mstep: Class 36 contains 21434 members 
Mstep: Class 37 contains 562 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1322 members 
Mstep: Class 41 contains 4713 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3768 members 
Mstep: Class 45 contains 1514 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3664 members 
Mstep: Class 50 contains 217 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 12179 members 
Mstep: Class 53 contains 3265 members 
Mstep: Class 54 contains 394 members 
Mstep: Class 55 contains 289 members 
Mstep: Class 56 contains 19168 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19397 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 27019 members 
Mstep: Class 61 contains 23189 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2509 members 
Mstep: Class 64 contains 36531 members 
Mstep: Class 65 contains 15090 members 
Mstep: Class 66 contains 664 members 
Mstep: Class 67 contains 1741 members 
Mstep: Class 68 contains 1305 members 
Mstep: Class 69 contains 234 members 
Mstep: Class 70 contains 14556 members 
Mstep: Class 71 contains 28967 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10532 members 
Mstep: Class 74 contains 213 members 
Mstep: Class 75 contains 20447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173712.000000 Penalty: 45145.230469
Iteration 202Q: 76 clusters Score -4.217371e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 24077 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 291 members 
Mstep: Class 6 contains 18160 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 23680 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 6317 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 13212 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 34832 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 23514 members 
Mstep: Class 23 contains 684 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 1565 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24173 members 
Mstep: Class 30 contains 9926 members 
Mstep: Class 31 contains 809 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 28328 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 20709 members 
Mstep: Class 36 contains 21468 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 284 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1324 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3743 members 
Mstep: Class 45 contains 1518 members 
Mstep: Class 46 contains 208 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 3675 members 
Mstep: Class 50 contains 221 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 12631 members 
Mstep: Class 53 contains 3276 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 288 members 
Mstep: Class 56 contains 19342 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19305 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26777 members 
Mstep: Class 61 contains 23093 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2403 members 
Mstep: Class 64 contains 36517 members 
Mstep: Class 65 contains 15192 members 
Mstep: Class 66 contains 666 members 
Mstep: Class 67 contains 1739 members 
Mstep: Class 68 contains 1308 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14547 members 
Mstep: Class 71 contains 28752 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10503 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174044.000000 Penalty: 45145.230469
Iteration 203Q: 76 clusters Score -4.217404e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 24215 members 
Mstep: Class 4 contains 866 members 
Mstep: Class 5 contains 287 members 
Mstep: Class 6 contains 18058 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 23768 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 34719 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 23606 members 
Mstep: Class 23 contains 684 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13818 members 
Mstep: Class 26 contains 2753 members 
Mstep: Class 27 contains 1568 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24136 members 
Mstep: Class 30 contains 9658 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 28432 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20703 members 
Mstep: Class 36 contains 21515 members 
Mstep: Class 37 contains 554 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1323 members 
Mstep: Class 41 contains 4691 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3706 members 
Mstep: Class 45 contains 1522 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 743 members 
Mstep: Class 49 contains 3676 members 
Mstep: Class 50 contains 224 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 13071 members 
Mstep: Class 53 contains 3289 members 
Mstep: Class 54 contains 395 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 19549 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19228 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26520 members 
Mstep: Class 61 contains 23013 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2303 members 
Mstep: Class 64 contains 36507 members 
Mstep: Class 65 contains 15276 members 
Mstep: Class 66 contains 670 members 
Mstep: Class 67 contains 1735 members 
Mstep: Class 68 contains 1313 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 14514 members 
Mstep: Class 71 contains 28504 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10476 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174276.000000 Penalty: 45145.230469
Iteration 204Q: 76 clusters Score -4.217428e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 24303 members 
Mstep: Class 4 contains 887 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 17977 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 23826 members 
Mstep: Class 9 contains 1127 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 34612 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 712 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 682 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13833 members 
Mstep: Class 26 contains 2748 members 
Mstep: Class 27 contains 1566 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24106 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 826 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 28538 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20698 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 282 members 
Mstep: Class 39 contains 139 members 
Mstep: Class 40 contains 1323 members 
Mstep: Class 41 contains 4681 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3685 members 
Mstep: Class 45 contains 1523 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 739 members 
Mstep: Class 49 contains 3668 members 
Mstep: Class 50 contains 227 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 13479 members 
Mstep: Class 53 contains 3303 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 19762 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19166 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 26237 members 
Mstep: Class 61 contains 22964 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2201 members 
Mstep: Class 64 contains 36509 members 
Mstep: Class 65 contains 15352 members 
Mstep: Class 66 contains 675 members 
Mstep: Class 67 contains 1729 members 
Mstep: Class 68 contains 1320 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 14492 members 
Mstep: Class 71 contains 28283 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10452 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174528.000000 Penalty: 45145.230469
Iteration 205Q: 76 clusters Score -4.217453e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 24361 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 286 members 
Mstep: Class 6 contains 17915 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 23901 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 13266 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34491 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 23723 members 
Mstep: Class 23 contains 681 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13849 members 
Mstep: Class 26 contains 2746 members 
Mstep: Class 27 contains 1567 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24077 members 
Mstep: Class 30 contains 9220 members 
Mstep: Class 31 contains 833 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 28651 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20692 members 
Mstep: Class 36 contains 21639 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1321 members 
Mstep: Class 41 contains 4668 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3661 members 
Mstep: Class 45 contains 1525 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 3657 members 
Mstep: Class 50 contains 228 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 13920 members 
Mstep: Class 53 contains 3321 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 20010 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19110 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25959 members 
Mstep: Class 61 contains 22913 members 
Mstep: Class 62 contains 235 members 
Mstep: Class 63 contains 2103 members 
Mstep: Class 64 contains 36488 members 
Mstep: Class 65 contains 15455 members 
Mstep: Class 66 contains 677 members 
Mstep: Class 67 contains 1722 members 
Mstep: Class 68 contains 1324 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 14449 members 
Mstep: Class 71 contains 28052 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10428 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174744.000000 Penalty: 45145.230469
Iteration 206Q: 76 clusters Score -4.217474e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 24374 members 
Mstep: Class 4 contains 947 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 17831 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 23975 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34371 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 23796 members 
Mstep: Class 23 contains 679 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 2750 members 
Mstep: Class 27 contains 1567 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24056 members 
Mstep: Class 30 contains 9016 members 
Mstep: Class 31 contains 837 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 28767 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20679 members 
Mstep: Class 36 contains 21693 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3638 members 
Mstep: Class 45 contains 1531 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 739 members 
Mstep: Class 49 contains 3641 members 
Mstep: Class 50 contains 230 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 14388 members 
Mstep: Class 53 contains 3341 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 20254 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19062 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25639 members 
Mstep: Class 61 contains 22850 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 2012 members 
Mstep: Class 64 contains 36454 members 
Mstep: Class 65 contains 15543 members 
Mstep: Class 66 contains 677 members 
Mstep: Class 67 contains 1713 members 
Mstep: Class 68 contains 1328 members 
Mstep: Class 69 contains 231 members 
Mstep: Class 70 contains 14378 members 
Mstep: Class 71 contains 27879 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10396 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175040.000000 Penalty: 45145.230469
Iteration 207Q: 76 clusters Score -4.217504e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2478 members 
Mstep: Class 3 contains 24357 members 
Mstep: Class 4 contains 970 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 17763 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 24042 members 
Mstep: Class 9 contains 1134 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34254 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 23869 members 
Mstep: Class 23 contains 678 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13877 members 
Mstep: Class 26 contains 2752 members 
Mstep: Class 27 contains 1572 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 24037 members 
Mstep: Class 30 contains 8827 members 
Mstep: Class 31 contains 844 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 28893 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20674 members 
Mstep: Class 36 contains 21760 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1319 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3616 members 
Mstep: Class 45 contains 1538 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3618 members 
Mstep: Class 50 contains 231 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 14797 members 
Mstep: Class 53 contains 3363 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 20487 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 19003 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25382 members 
Mstep: Class 61 contains 22778 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1926 members 
Mstep: Class 64 contains 36421 members 
Mstep: Class 65 contains 15627 members 
Mstep: Class 66 contains 678 members 
Mstep: Class 67 contains 1707 members 
Mstep: Class 68 contains 1328 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 14303 members 
Mstep: Class 71 contains 27726 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10384 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175404.000000 Penalty: 45145.230469
Iteration 208Q: 76 clusters Score -4.21754e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 24350 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 24077 members 
Mstep: Class 9 contains 1136 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 3336 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 13368 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34147 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 23938 members 
Mstep: Class 23 contains 676 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13898 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 1578 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23994 members 
Mstep: Class 30 contains 8622 members 
Mstep: Class 31 contains 845 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29007 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20667 members 
Mstep: Class 36 contains 21874 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 275 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1318 members 
Mstep: Class 41 contains 4643 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3601 members 
Mstep: Class 45 contains 1548 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3587 members 
Mstep: Class 50 contains 234 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 15208 members 
Mstep: Class 53 contains 3385 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 20670 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18972 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 25142 members 
Mstep: Class 61 contains 22725 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1850 members 
Mstep: Class 64 contains 36412 members 
Mstep: Class 65 contains 15709 members 
Mstep: Class 66 contains 679 members 
Mstep: Class 67 contains 1715 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 14244 members 
Mstep: Class 71 contains 27563 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10352 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175532.000000 Penalty: 45145.230469
Iteration 209Q: 76 clusters Score -4.217553e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2494 members 
Mstep: Class 3 contains 24368 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 17627 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 24133 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 13410 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 34041 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 23996 members 
Mstep: Class 23 contains 673 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13920 members 
Mstep: Class 26 contains 2763 members 
Mstep: Class 27 contains 1580 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23951 members 
Mstep: Class 30 contains 8415 members 
Mstep: Class 31 contains 848 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 29105 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20654 members 
Mstep: Class 36 contains 21946 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 4638 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3582 members 
Mstep: Class 45 contains 1559 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3562 members 
Mstep: Class 50 contains 236 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 15631 members 
Mstep: Class 53 contains 3403 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 20901 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18938 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24880 members 
Mstep: Class 61 contains 22686 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1790 members 
Mstep: Class 64 contains 36396 members 
Mstep: Class 65 contains 15802 members 
Mstep: Class 66 contains 680 members 
Mstep: Class 67 contains 1719 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 14181 members 
Mstep: Class 71 contains 27364 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10311 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175652.000000 Penalty: 45145.230469
Iteration 210Q: 76 clusters Score -4.217565e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2493 members 
Mstep: Class 3 contains 24405 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 5 contains 293 members 
Mstep: Class 6 contains 17553 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 13444 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33921 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 24062 members 
Mstep: Class 23 contains 674 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13943 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 1581 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23902 members 
Mstep: Class 30 contains 8235 members 
Mstep: Class 31 contains 848 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 29195 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20641 members 
Mstep: Class 36 contains 22032 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1320 members 
Mstep: Class 41 contains 4636 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3562 members 
Mstep: Class 45 contains 1567 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 240 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 16056 members 
Mstep: Class 53 contains 3417 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 21176 members 
Mstep: Class 57 contains 126 members 
Mstep: Class 58 contains 18914 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24593 members 
Mstep: Class 61 contains 22661 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1735 members 
Mstep: Class 64 contains 36380 members 
Mstep: Class 65 contains 15887 members 
Mstep: Class 66 contains 681 members 
Mstep: Class 67 contains 1725 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 14123 members 
Mstep: Class 71 contains 27091 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10280 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176024.000000 Penalty: 45145.230469
Iteration 211Q: 76 clusters Score -4.217602e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 24428 members 
Mstep: Class 4 contains 977 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 6 contains 17469 members 
Mstep: Class 7 contains 451 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 1142 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 13462 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33837 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 705 members 
Mstep: Class 22 contains 24128 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 2765 members 
Mstep: Class 27 contains 1582 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23826 members 
Mstep: Class 30 contains 8068 members 
Mstep: Class 31 contains 849 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 29280 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20637 members 
Mstep: Class 36 contains 22100 members 
Mstep: Class 37 contains 560 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1323 members 
Mstep: Class 41 contains 4632 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3531 members 
Mstep: Class 45 contains 1571 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3522 members 
Mstep: Class 50 contains 246 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 16447 members 
Mstep: Class 53 contains 3426 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 21470 members 
Mstep: Class 57 contains 127 members 
Mstep: Class 58 contains 18898 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24349 members 
Mstep: Class 61 contains 22645 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1688 members 
Mstep: Class 64 contains 36367 members 
Mstep: Class 65 contains 15981 members 
Mstep: Class 66 contains 681 members 
Mstep: Class 67 contains 1725 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 14025 members 
Mstep: Class 71 contains 26856 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10274 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176208.000000 Penalty: 45145.230469
Iteration 212Q: 76 clusters Score -4.217621e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 24468 members 
Mstep: Class 4 contains 976 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 24278 members 
Mstep: Class 9 contains 1144 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 13465 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33746 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 703 members 
Mstep: Class 22 contains 24218 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13954 members 
Mstep: Class 26 contains 2769 members 
Mstep: Class 27 contains 1581 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23786 members 
Mstep: Class 30 contains 7898 members 
Mstep: Class 31 contains 851 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29387 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20635 members 
Mstep: Class 36 contains 22136 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1322 members 
Mstep: Class 41 contains 4622 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3504 members 
Mstep: Class 45 contains 1575 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3517 members 
Mstep: Class 50 contains 248 members 
Mstep: Class 51 contains 1124 members 
Mstep: Class 52 contains 16799 members 
Mstep: Class 53 contains 3434 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 21773 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18865 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24154 members 
Mstep: Class 61 contains 22629 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1646 members 
Mstep: Class 64 contains 36356 members 
Mstep: Class 65 contains 16108 members 
Mstep: Class 66 contains 683 members 
Mstep: Class 67 contains 1723 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13928 members 
Mstep: Class 71 contains 26573 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10250 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176268.000000 Penalty: 45145.230469
Iteration 213Q: 76 clusters Score -4.217627e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2497 members 
Mstep: Class 3 contains 24515 members 
Mstep: Class 4 contains 971 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 17188 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 24350 members 
Mstep: Class 9 contains 1145 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 2379 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33647 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 24341 members 
Mstep: Class 23 contains 671 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13955 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 1581 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23741 members 
Mstep: Class 30 contains 7715 members 
Mstep: Class 31 contains 853 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29523 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20647 members 
Mstep: Class 36 contains 22185 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1317 members 
Mstep: Class 41 contains 4612 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3476 members 
Mstep: Class 45 contains 1581 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3506 members 
Mstep: Class 50 contains 249 members 
Mstep: Class 51 contains 1125 members 
Mstep: Class 52 contains 17070 members 
Mstep: Class 53 contains 3445 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 22109 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18816 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24088 members 
Mstep: Class 61 contains 22600 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1608 members 
Mstep: Class 64 contains 36347 members 
Mstep: Class 65 contains 16252 members 
Mstep: Class 66 contains 684 members 
Mstep: Class 67 contains 1718 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13829 members 
Mstep: Class 71 contains 26238 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10205 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176232.000000 Penalty: 45145.230469
Iteration 214Q: 76 clusters Score -4.217623e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 24553 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 16991 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 24421 members 
Mstep: Class 9 contains 1147 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6085 members 
Mstep: Class 15 contains 13448 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33552 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 24501 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13960 members 
Mstep: Class 26 contains 2772 members 
Mstep: Class 27 contains 1585 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23694 members 
Mstep: Class 30 contains 7526 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29650 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20652 members 
Mstep: Class 36 contains 22206 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1314 members 
Mstep: Class 41 contains 4602 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3462 members 
Mstep: Class 45 contains 1583 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3510 members 
Mstep: Class 50 contains 251 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 17242 members 
Mstep: Class 53 contains 3455 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 22399 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18765 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24116 members 
Mstep: Class 61 contains 22566 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1579 members 
Mstep: Class 64 contains 36342 members 
Mstep: Class 65 contains 16383 members 
Mstep: Class 66 contains 685 members 
Mstep: Class 67 contains 1713 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13738 members 
Mstep: Class 71 contains 25958 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10173 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176304.000000 Penalty: 45145.230469
Iteration 215Q: 76 clusters Score -4.21763e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 24631 members 
Mstep: Class 4 contains 966 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 24502 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 13466 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33466 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 24672 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13966 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23641 members 
Mstep: Class 30 contains 7364 members 
Mstep: Class 31 contains 855 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29775 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20653 members 
Mstep: Class 36 contains 22249 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1313 members 
Mstep: Class 41 contains 4594 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3443 members 
Mstep: Class 45 contains 1588 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 252 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 17379 members 
Mstep: Class 53 contains 3464 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 22672 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18705 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24162 members 
Mstep: Class 61 contains 22532 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1549 members 
Mstep: Class 64 contains 36326 members 
Mstep: Class 65 contains 16516 members 
Mstep: Class 66 contains 686 members 
Mstep: Class 67 contains 1700 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13645 members 
Mstep: Class 71 contains 25658 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10141 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176380.000000 Penalty: 45145.230469
Iteration 216Q: 76 clusters Score -4.217638e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2523 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 964 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 16571 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 24614 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6088 members 
Mstep: Class 15 contains 13475 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33378 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 24808 members 
Mstep: Class 23 contains 664 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13965 members 
Mstep: Class 26 contains 2775 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23615 members 
Mstep: Class 30 contains 7188 members 
Mstep: Class 31 contains 856 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 29898 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20662 members 
Mstep: Class 36 contains 22260 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1310 members 
Mstep: Class 41 contains 4590 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3412 members 
Mstep: Class 45 contains 1592 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3518 members 
Mstep: Class 50 contains 253 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 17500 members 
Mstep: Class 53 contains 3474 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 22903 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18629 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24256 members 
Mstep: Class 61 contains 22505 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1524 members 
Mstep: Class 64 contains 36307 members 
Mstep: Class 65 contains 16637 members 
Mstep: Class 66 contains 687 members 
Mstep: Class 67 contains 1697 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13563 members 
Mstep: Class 71 contains 25438 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10104 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176120.000000 Penalty: 45145.230469
Iteration 217Q: 76 clusters Score -4.217612e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 24708 members 
Mstep: Class 4 contains 963 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 16401 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24723 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6091 members 
Mstep: Class 15 contains 13473 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33286 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 24928 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13973 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23594 members 
Mstep: Class 30 contains 7037 members 
Mstep: Class 31 contains 856 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 30015 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20675 members 
Mstep: Class 36 contains 22285 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4587 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3384 members 
Mstep: Class 45 contains 1596 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3512 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 17550 members 
Mstep: Class 53 contains 3483 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 23093 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18569 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24366 members 
Mstep: Class 61 contains 22460 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1498 members 
Mstep: Class 64 contains 36295 members 
Mstep: Class 65 contains 16740 members 
Mstep: Class 66 contains 689 members 
Mstep: Class 67 contains 1696 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13484 members 
Mstep: Class 71 contains 25250 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10092 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175876.000000 Penalty: 45145.230469
Iteration 218Q: 76 clusters Score -4.217588e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 24730 members 
Mstep: Class 4 contains 962 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 16234 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24807 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6094 members 
Mstep: Class 15 contains 13477 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33185 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 25049 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13978 members 
Mstep: Class 26 contains 2782 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23564 members 
Mstep: Class 30 contains 6888 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 30142 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20688 members 
Mstep: Class 36 contains 22319 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4582 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3362 members 
Mstep: Class 45 contains 1599 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3521 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 17576 members 
Mstep: Class 53 contains 3496 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 23241 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18507 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24497 members 
Mstep: Class 61 contains 22426 members 
Mstep: Class 62 contains 234 members 
Mstep: Class 63 contains 1466 members 
Mstep: Class 64 contains 36276 members 
Mstep: Class 65 contains 16823 members 
Mstep: Class 66 contains 692 members 
Mstep: Class 67 contains 1693 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13441 members 
Mstep: Class 71 contains 25126 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10055 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175912.000000 Penalty: 45145.230469
Iteration 219Q: 76 clusters Score -4.217591e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 24739 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24918 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 13497 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33098 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 25180 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13972 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23554 members 
Mstep: Class 30 contains 6731 members 
Mstep: Class 31 contains 860 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 30272 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 35 contains 20707 members 
Mstep: Class 36 contains 22340 members 
Mstep: Class 37 contains 561 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4578 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3332 members 
Mstep: Class 45 contains 1600 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 3527 members 
Mstep: Class 50 contains 254 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 17602 members 
Mstep: Class 53 contains 3509 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 23350 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18441 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24649 members 
Mstep: Class 61 contains 22391 members 
Mstep: Class 62 contains 233 members 
Mstep: Class 63 contains 1439 members 
Mstep: Class 64 contains 36260 members 
Mstep: Class 65 contains 16879 members 
Mstep: Class 66 contains 693 members 
Mstep: Class 67 contains 1689 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13401 members 
Mstep: Class 71 contains 25037 members 
Mstep: Class 72 contains 122 members 
Mstep: Class 73 contains 10022 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 20790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175804.000000 Penalty: 45145.230469
Iteration 220F: 76 clusters Score -4.21758e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 24767 members 
Mstep: Class 4 contains 1000 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 25048 members 
Mstep: Class 9 contains 1153 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6100 members 
Mstep: Class 15 contains 13532 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 33007 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 25333 members 
Mstep: Class 23 contains 663 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13970 members 
Mstep: Class 26 contains 2780 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23538 members 
Mstep: Class 30 contains 6587 members 
Mstep: Class 31 contains 861 members 
Mstep: Class 32 contains 241 members 
Mstep: Class 33 contains 30409 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 20726 members 
Mstep: Class 36 contains 22351 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 268 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4577 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3316 members 
Mstep: Class 45 contains 1605 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 3525 members 
Mstep: Class 50 contains 255 members 
Mstep: Class 51 contains 1127 members 
Mstep: Class 52 contains 18008 members 
Mstep: Class 53 contains 3516 members 
Mstep: Class 54 contains 399 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 23482 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18378 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24411 members 
Mstep: Class 61 contains 22302 members 
Mstep: Class 62 contains 232 members 
Mstep: Class 63 contains 1415 members 
Mstep: Class 64 contains 36243 members 
Mstep: Class 65 contains 16915 members 
Mstep: Class 66 contains 695 members 
Mstep: Class 67 contains 1687 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13359 members 
Mstep: Class 71 contains 24920 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9999 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 20774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175864.000000 Penalty: 45145.230469
Iteration 221Q: 76 clusters Score -4.217586e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 24815 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 15542 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 25166 members 
Mstep: Class 9 contains 1154 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32908 members 
Mstep: Class 19 contains 2965 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 25514 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13980 members 
Mstep: Class 26 contains 2784 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 863 members 
Mstep: Class 29 contains 23516 members 
Mstep: Class 30 contains 6427 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 30543 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 20742 members 
Mstep: Class 36 contains 22344 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4573 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3296 members 
Mstep: Class 45 contains 1608 members 
Mstep: Class 46 contains 209 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 3529 members 
Mstep: Class 50 contains 258 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 18413 members 
Mstep: Class 53 contains 3524 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 287 members 
Mstep: Class 56 contains 23612 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18319 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 24162 members 
Mstep: Class 61 contains 22212 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1394 members 
Mstep: Class 64 contains 36219 members 
Mstep: Class 65 contains 16974 members 
Mstep: Class 66 contains 698 members 
Mstep: Class 67 contains 1683 members 
Mstep: Class 68 contains 1329 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13321 members 
Mstep: Class 71 contains 24814 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9974 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 20767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175928.000000 Penalty: 45145.230469
Iteration 222Q: 76 clusters Score -4.217593e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 24877 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 25295 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 13577 members 
Mstep: Class 16 contains 2368 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32801 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 25722 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13985 members 
Mstep: Class 26 contains 2786 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23472 members 
Mstep: Class 30 contains 6287 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 30668 members 
Mstep: Class 34 contains 367 members 
Mstep: Class 35 contains 20755 members 
Mstep: Class 36 contains 22356 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4572 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3278 members 
Mstep: Class 45 contains 1609 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 3533 members 
Mstep: Class 50 contains 259 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 18825 members 
Mstep: Class 53 contains 3534 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 286 members 
Mstep: Class 56 contains 23698 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18286 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23858 members 
Mstep: Class 61 contains 22133 members 
Mstep: Class 62 contains 227 members 
Mstep: Class 63 contains 1371 members 
Mstep: Class 64 contains 36202 members 
Mstep: Class 65 contains 17024 members 
Mstep: Class 66 contains 701 members 
Mstep: Class 67 contains 1674 members 
Mstep: Class 68 contains 1329 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13270 members 
Mstep: Class 71 contains 24741 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9951 members 
Mstep: Class 74 contains 232 members 
Mstep: Class 75 contains 20805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175960.000000 Penalty: 45145.230469
Iteration 223Q: 76 clusters Score -4.217596e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 24932 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 297 members 
Mstep: Class 6 contains 14903 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 25423 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 13598 members 
Mstep: Class 16 contains 2367 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32689 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 25930 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13992 members 
Mstep: Class 26 contains 2790 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23447 members 
Mstep: Class 30 contains 6138 members 
Mstep: Class 31 contains 863 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 30805 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20756 members 
Mstep: Class 36 contains 22381 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4567 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3261 members 
Mstep: Class 45 contains 1612 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 259 members 
Mstep: Class 51 contains 1126 members 
Mstep: Class 52 contains 19254 members 
Mstep: Class 53 contains 3545 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 286 members 
Mstep: Class 56 contains 23748 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18278 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23558 members 
Mstep: Class 61 contains 22050 members 
Mstep: Class 62 contains 228 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 36197 members 
Mstep: Class 65 contains 17067 members 
Mstep: Class 66 contains 704 members 
Mstep: Class 67 contains 1668 members 
Mstep: Class 68 contains 1328 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13211 members 
Mstep: Class 71 contains 24676 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9931 members 
Mstep: Class 74 contains 231 members 
Mstep: Class 75 contains 20844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175784.000000 Penalty: 45145.230469
Iteration 224Q: 76 clusters Score -4.217578e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 24992 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 25567 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 13601 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32580 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 26090 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14007 members 
Mstep: Class 26 contains 2791 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 6010 members 
Mstep: Class 31 contains 864 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 30940 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20763 members 
Mstep: Class 36 contains 22430 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4568 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3248 members 
Mstep: Class 45 contains 1613 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3534 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1124 members 
Mstep: Class 52 contains 19722 members 
Mstep: Class 53 contains 3555 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23806 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18269 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 23231 members 
Mstep: Class 61 contains 21981 members 
Mstep: Class 62 contains 230 members 
Mstep: Class 63 contains 1312 members 
Mstep: Class 64 contains 36180 members 
Mstep: Class 65 contains 17112 members 
Mstep: Class 66 contains 708 members 
Mstep: Class 67 contains 1671 members 
Mstep: Class 68 contains 1327 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13128 members 
Mstep: Class 71 contains 24587 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9915 members 
Mstep: Class 74 contains 230 members 
Mstep: Class 75 contains 20878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175872.000000 Penalty: 45145.230469
Iteration 225Q: 76 clusters Score -4.217587e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 25039 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 14277 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 25697 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6117 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32456 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 26257 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14018 members 
Mstep: Class 26 contains 2791 members 
Mstep: Class 27 contains 1619 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23393 members 
Mstep: Class 30 contains 5890 members 
Mstep: Class 31 contains 865 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31072 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20769 members 
Mstep: Class 36 contains 22509 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4563 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3240 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3532 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1123 members 
Mstep: Class 52 contains 20158 members 
Mstep: Class 53 contains 3562 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23826 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18286 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22883 members 
Mstep: Class 61 contains 21934 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1278 members 
Mstep: Class 64 contains 36145 members 
Mstep: Class 65 contains 17149 members 
Mstep: Class 66 contains 711 members 
Mstep: Class 67 contains 1670 members 
Mstep: Class 68 contains 1328 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 13044 members 
Mstep: Class 71 contains 24533 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9894 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 20963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175988.000000 Penalty: 45145.230469
Iteration 226Q: 76 clusters Score -4.217599e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 25082 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 13942 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 25813 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6123 members 
Mstep: Class 15 contains 13612 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32345 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 26442 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14019 members 
Mstep: Class 26 contains 2797 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23347 members 
Mstep: Class 30 contains 5770 members 
Mstep: Class 31 contains 867 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31192 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20775 members 
Mstep: Class 36 contains 22582 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4561 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3231 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 20652 members 
Mstep: Class 53 contains 3568 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23831 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18320 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22454 members 
Mstep: Class 61 contains 21885 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1240 members 
Mstep: Class 64 contains 36119 members 
Mstep: Class 65 contains 17208 members 
Mstep: Class 66 contains 714 members 
Mstep: Class 67 contains 1666 members 
Mstep: Class 68 contains 1329 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12949 members 
Mstep: Class 71 contains 24523 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9878 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 21066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175984.000000 Penalty: 45145.230469
Iteration 227Q: 76 clusters Score -4.217598e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2538 members 
Mstep: Class 3 contains 25120 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 13528 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 25949 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6128 members 
Mstep: Class 15 contains 13621 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14024 members 
Mstep: Class 26 contains 2797 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23303 members 
Mstep: Class 30 contains 5661 members 
Mstep: Class 31 contains 869 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31313 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20781 members 
Mstep: Class 36 contains 22647 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4555 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3229 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3540 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 21117 members 
Mstep: Class 53 contains 3572 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23855 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18370 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 22006 members 
Mstep: Class 61 contains 21857 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1205 members 
Mstep: Class 64 contains 36090 members 
Mstep: Class 65 contains 17267 members 
Mstep: Class 66 contains 717 members 
Mstep: Class 67 contains 1665 members 
Mstep: Class 68 contains 1330 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12820 members 
Mstep: Class 71 contains 24505 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9870 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 21219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175712.000000 Penalty: 45145.230469
Iteration 228Q: 76 clusters Score -4.217571e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2541 members 
Mstep: Class 3 contains 25158 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 13053 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26078 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 13633 members 
Mstep: Class 16 contains 2362 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32105 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 26980 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 2799 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 23248 members 
Mstep: Class 30 contains 5554 members 
Mstep: Class 31 contains 869 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31444 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20788 members 
Mstep: Class 36 contains 22700 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4551 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3226 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3531 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 21517 members 
Mstep: Class 53 contains 3580 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23861 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18407 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21580 members 
Mstep: Class 61 contains 21825 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1156 members 
Mstep: Class 64 contains 36075 members 
Mstep: Class 65 contains 17321 members 
Mstep: Class 66 contains 719 members 
Mstep: Class 67 contains 1662 members 
Mstep: Class 68 contains 1332 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12720 members 
Mstep: Class 71 contains 24518 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9840 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 21417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175548.000000 Penalty: 45145.230469
Iteration 229Q: 76 clusters Score -4.217555e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 25156 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 12577 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26190 members 
Mstep: Class 9 contains 1163 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 13649 members 
Mstep: Class 16 contains 2362 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 32020 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 27300 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14029 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23201 members 
Mstep: Class 30 contains 5453 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31559 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20782 members 
Mstep: Class 36 contains 22763 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3225 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3514 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 21924 members 
Mstep: Class 53 contains 3584 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23872 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18468 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 21127 members 
Mstep: Class 61 contains 21778 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1127 members 
Mstep: Class 64 contains 36060 members 
Mstep: Class 65 contains 17428 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 1660 members 
Mstep: Class 68 contains 1332 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12598 members 
Mstep: Class 71 contains 24534 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9810 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 21599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175468.000000 Penalty: 45145.230469
Iteration 230Q: 76 clusters Score -4.217547e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 25148 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 12071 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26292 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 13670 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 27660 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14029 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23150 members 
Mstep: Class 30 contains 5392 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31663 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20782 members 
Mstep: Class 36 contains 22822 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3501 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 22294 members 
Mstep: Class 53 contains 3585 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23859 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18550 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 20633 members 
Mstep: Class 61 contains 21726 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1107 members 
Mstep: Class 64 contains 36039 members 
Mstep: Class 65 contains 17528 members 
Mstep: Class 66 contains 724 members 
Mstep: Class 67 contains 1655 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12466 members 
Mstep: Class 71 contains 24576 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9774 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 21848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175356.000000 Penalty: 45145.230469
Iteration 231Q: 76 clusters Score -4.217536e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 25084 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 11551 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26408 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 13683 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31831 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 699 members 
Mstep: Class 22 contains 28025 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14032 members 
Mstep: Class 26 contains 2803 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23095 members 
Mstep: Class 30 contains 5318 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31765 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20782 members 
Mstep: Class 36 contains 22908 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4549 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3218 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3490 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 22655 members 
Mstep: Class 53 contains 3591 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23820 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18619 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 20152 members 
Mstep: Class 61 contains 21687 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1099 members 
Mstep: Class 64 contains 36019 members 
Mstep: Class 65 contains 17609 members 
Mstep: Class 66 contains 725 members 
Mstep: Class 67 contains 1655 members 
Mstep: Class 68 contains 1332 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12339 members 
Mstep: Class 71 contains 24667 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9732 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 22128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174716.000000 Penalty: 45145.230469
Iteration 232Q: 76 clusters Score -4.217472e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 24989 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26537 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31746 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14038 members 
Mstep: Class 26 contains 2806 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23044 members 
Mstep: Class 30 contains 5246 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31869 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20784 members 
Mstep: Class 36 contains 23012 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4548 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3210 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3486 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 22987 members 
Mstep: Class 53 contains 3596 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23777 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18675 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 19654 members 
Mstep: Class 61 contains 21660 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1091 members 
Mstep: Class 64 contains 36006 members 
Mstep: Class 65 contains 17680 members 
Mstep: Class 66 contains 724 members 
Mstep: Class 67 contains 1653 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12226 members 
Mstep: Class 71 contains 24769 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9691 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 22438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174320.000000 Penalty: 45145.230469
Iteration 233Q: 76 clusters Score -4.217432e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 24867 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 10496 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26683 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 13705 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31658 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 28674 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14054 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 22996 members 
Mstep: Class 30 contains 5191 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31966 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20786 members 
Mstep: Class 36 contains 23106 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4546 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3203 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3472 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 23177 members 
Mstep: Class 53 contains 3601 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23744 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18756 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 19219 members 
Mstep: Class 61 contains 21653 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1078 members 
Mstep: Class 64 contains 36000 members 
Mstep: Class 65 contains 17724 members 
Mstep: Class 66 contains 722 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12101 members 
Mstep: Class 71 contains 24877 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9670 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 22843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174044.000000 Penalty: 45145.230469
Iteration 234Q: 76 clusters Score -4.217404e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 24706 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 9949 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 26843 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31557 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 28989 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14067 members 
Mstep: Class 26 contains 2810 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 22944 members 
Mstep: Class 30 contains 5155 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32069 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20789 members 
Mstep: Class 36 contains 23217 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4547 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3198 members 
Mstep: Class 45 contains 1614 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3463 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23246 members 
Mstep: Class 53 contains 3605 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23750 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18833 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18825 members 
Mstep: Class 61 contains 21636 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1065 members 
Mstep: Class 64 contains 35989 members 
Mstep: Class 65 contains 17779 members 
Mstep: Class 66 contains 723 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1331 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 12000 members 
Mstep: Class 71 contains 24983 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9650 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 23274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173968.000000 Penalty: 45145.230469
Iteration 235Q: 76 clusters Score -4.217397e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 24537 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 9384 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27011 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 13689 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31453 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 29311 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14072 members 
Mstep: Class 26 contains 2816 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22894 members 
Mstep: Class 30 contains 5117 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32167 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20796 members 
Mstep: Class 36 contains 23340 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4544 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3191 members 
Mstep: Class 45 contains 1615 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 3454 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23255 members 
Mstep: Class 53 contains 3610 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23770 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 18918 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18507 members 
Mstep: Class 61 contains 21625 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1046 members 
Mstep: Class 64 contains 35995 members 
Mstep: Class 65 contains 17872 members 
Mstep: Class 66 contains 725 members 
Mstep: Class 67 contains 1653 members 
Mstep: Class 68 contains 1332 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11881 members 
Mstep: Class 71 contains 25062 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9630 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 23673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173656.000000 Penalty: 45145.230469
Iteration 236Q: 76 clusters Score -4.217366e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 24392 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 8850 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27133 members 
Mstep: Class 9 contains 1179 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 13667 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 29626 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14072 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22859 members 
Mstep: Class 30 contains 5093 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32255 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20804 members 
Mstep: Class 36 contains 23425 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4539 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3185 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 3443 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23226 members 
Mstep: Class 53 contains 3618 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23781 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19028 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18249 members 
Mstep: Class 61 contains 21615 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1025 members 
Mstep: Class 64 contains 36003 members 
Mstep: Class 65 contains 17970 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11792 members 
Mstep: Class 71 contains 25146 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9597 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173484.000000 Penalty: 45145.230469
Iteration 237Q: 76 clusters Score -4.217348e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 24287 members 
Mstep: Class 4 contains 1146 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27314 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 6373 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 13640 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31270 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 29904 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14066 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22824 members 
Mstep: Class 30 contains 5077 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32352 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20812 members 
Mstep: Class 36 contains 23476 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4536 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3177 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3437 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23135 members 
Mstep: Class 53 contains 3625 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23803 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19128 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 18055 members 
Mstep: Class 61 contains 21588 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 1006 members 
Mstep: Class 64 contains 35989 members 
Mstep: Class 65 contains 18067 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1651 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11737 members 
Mstep: Class 71 contains 25232 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9552 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173328.000000 Penalty: 45145.230469
Iteration 238Q: 76 clusters Score -4.217333e+07 nChanged 2876
Entering ConstructFrom: 
Score: -42173328.000000 Penalty: 45145.230469
Entering ConstructFrom: 
Trying to split cluster 1 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -365772.500000 Penalty: 383.916138
	Iteration 0F: 2 clusters Score -365772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -362617.187500 Penalty: 767.832275
	Iteration 0F: 3 clusters Score -362617.2 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -363739.562500 Penalty: 767.832275
	Iteration 1F: 3 clusters Score -363739.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -363895.406250 Penalty: 767.832275
	Iteration 2F: 3 clusters Score -363895.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -364030.125000 Penalty: 767.832275
	Iteration 3F: 3 clusters Score -364030.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -364137.812500 Penalty: 767.832275
	Iteration 4F: 3 clusters Score -364137.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -364226.468750 Penalty: 767.832275
	Iteration 5Q: 3 clusters Score -364226.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -364326.500000 Penalty: 767.832275
	Iteration 6Q: 3 clusters Score -364326.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -364446.968750 Penalty: 767.832275
	Iteration 7Q: 3 clusters Score -364447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -364574.937500 Penalty: 767.832275
	Iteration 8Q: 3 clusters Score -364574.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -364679.781250 Penalty: 767.832275
	Iteration 9Q: 3 clusters Score -364679.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -364734.937500 Penalty: 767.832275
	Iteration 10Q: 3 clusters Score -364734.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -364760.218750 Penalty: 767.832275
	Iteration 11Q: 3 clusters Score -364760.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -364775.218750 Penalty: 767.832275
	Iteration 12Q: 3 clusters Score -364775.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -364786.281250 Penalty: 767.832275
	Iteration 13Q: 3 clusters Score -364786.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -364798.187500 Penalty: 767.832275
	Iteration 14Q: 3 clusters Score -364798.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -364814.906250 Penalty: 767.832275
	Iteration 15Q: 3 clusters Score -364814.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -364833.250000 Penalty: 767.832275
	Iteration 16Q: 3 clusters Score -364833.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -364846.093750 Penalty: 767.832275
	Iteration 17Q: 3 clusters Score -364846.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -364861.187500 Penalty: 767.832275
	Iteration 18Q: 3 clusters Score -364861.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -364875.625000 Penalty: 767.832275
	Iteration 19Q: 3 clusters Score -364875.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -364892.687500 Penalty: 767.832275
	Iteration 20F: 3 clusters Score -364892.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -364912.406250 Penalty: 767.832275
	Iteration 21Q: 3 clusters Score -364912.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -364934.906250 Penalty: 767.832275
	Iteration 22Q: 3 clusters Score -364934.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -364961.281250 Penalty: 767.832275
	Iteration 23Q: 3 clusters Score -364961.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -364984.906250 Penalty: 767.832275
	Iteration 24Q: 3 clusters Score -364984.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -365003.875000 Penalty: 767.832275
	Iteration 25Q: 3 clusters Score -365003.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -365018.125000 Penalty: 767.832275
	Iteration 26Q: 3 clusters Score -365018.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -365030.812500 Penalty: 767.832275
	Iteration 27Q: 3 clusters Score -365030.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -365039.875000 Penalty: 767.832275
	Iteration 28Q: 3 clusters Score -365039.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -365052.343750 Penalty: 767.832275
	Iteration 29Q: 3 clusters Score -365052.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -365062.781250 Penalty: 767.832275
	Iteration 30Q: 3 clusters Score -365062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -365069.625000 Penalty: 767.832275
	Iteration 31Q: 3 clusters Score -365069.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -365076.468750 Penalty: 767.832275
	Iteration 32Q: 3 clusters Score -365076.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -365082.718750 Penalty: 767.832275
	Iteration 33Q: 3 clusters Score -365082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -365091.031250 Penalty: 767.832275
	Iteration 34Q: 3 clusters Score -365091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -365100.531250 Penalty: 767.832275
	Iteration 35Q: 3 clusters Score -365100.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -365107.250000 Penalty: 767.832275
	Iteration 36Q: 3 clusters Score -365107.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -365112.750000 Penalty: 767.832275
	Iteration 37Q: 3 clusters Score -365112.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -365121.375000 Penalty: 767.832275
	Iteration 38Q: 3 clusters Score -365121.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -365128.187500 Penalty: 767.832275
	Iteration 39Q: 3 clusters Score -365128.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -365132.593750 Penalty: 767.832275
	Iteration 40F: 3 clusters Score -365132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -365134.875000 Penalty: 767.832275
	Iteration 41Q: 3 clusters Score -365134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -365137.281250 Penalty: 767.832275
	Iteration 42Q: 3 clusters Score -365137.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -365141.218750 Penalty: 767.832275
	Iteration 43Q: 3 clusters Score -365141.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -365141.968750 Penalty: 767.832275
	Iteration 44Q: 3 clusters Score -365142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -365145.062500 Penalty: 767.832275
	Iteration 45Q: 3 clusters Score -365145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -365146.218750 Penalty: 767.832275
	Iteration 46Q: 3 clusters Score -365146.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -365147.562500 Penalty: 767.832275
	Iteration 47Q: 3 clusters Score -365147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -365147.562500 Penalty: 767.832275
	Iteration 48Q: 3 clusters Score -365147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -365147.562500 Penalty: 767.832275
	Iteration 49F: 3 clusters Score -365147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -216247.609375 Penalty: 358.765350
	Iteration 0F: 2 clusters Score -216247.6 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 1333 members 
Entering Unmasked Estep 
Score: -214338.640625 Penalty: 717.530701
	Iteration 0F: 3 clusters Score -214338.6 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214970.140625 Penalty: 717.530701
	Iteration 1F: 3 clusters Score -214970.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -215050.703125 Penalty: 717.530701
	Iteration 2F: 3 clusters Score -215050.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -215117.812500 Penalty: 717.530701
	Iteration 3F: 3 clusters Score -215117.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -215193.203125 Penalty: 717.530701
	Iteration 4F: 3 clusters Score -215193.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -215268.171875 Penalty: 717.530701
	Iteration 5Q: 3 clusters Score -215268.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -215341.953125 Penalty: 717.530701
	Iteration 6Q: 3 clusters Score -215342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -215431.375000 Penalty: 717.530701
	Iteration 7Q: 3 clusters Score -215431.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -215526.921875 Penalty: 717.530701
	Iteration 8Q: 3 clusters Score -215526.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -215607.265625 Penalty: 717.530701
	Iteration 9Q: 3 clusters Score -215607.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -215661.500000 Penalty: 717.530701
	Iteration 10Q: 3 clusters Score -215661.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -215694.875000 Penalty: 717.530701
	Iteration 11Q: 3 clusters Score -215694.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -215716.000000 Penalty: 717.530701
	Iteration 12Q: 3 clusters Score -215716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -215729.796875 Penalty: 717.530701
	Iteration 13Q: 3 clusters Score -215729.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -215746.421875 Penalty: 717.530701
	Iteration 14Q: 3 clusters Score -215746.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -215762.562500 Penalty: 717.530701
	Iteration 15Q: 3 clusters Score -215762.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -215785.703125 Penalty: 717.530701
	Iteration 16Q: 3 clusters Score -215785.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -215804.125000 Penalty: 717.530701
	Iteration 17Q: 3 clusters Score -215804.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -215827.859375 Penalty: 717.530701
	Iteration 18Q: 3 clusters Score -215827.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -215849.093750 Penalty: 717.530701
	Iteration 19Q: 3 clusters Score -215849.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -215865.968750 Penalty: 717.530701
	Iteration 20F: 3 clusters Score -215866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -215876.796875 Penalty: 717.530701
	Iteration 21Q: 3 clusters Score -215876.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -215886.875000 Penalty: 717.530701
	Iteration 22Q: 3 clusters Score -215886.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -215891.671875 Penalty: 717.530701
	Iteration 23Q: 3 clusters Score -215891.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -215893.546875 Penalty: 717.530701
	Iteration 24Q: 3 clusters Score -215893.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -215896.343750 Penalty: 717.530701
	Iteration 25Q: 3 clusters Score -215896.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -215902.625000 Penalty: 717.530701
	Iteration 26Q: 3 clusters Score -215902.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -215906.250000 Penalty: 717.530701
	Iteration 27Q: 3 clusters Score -215906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -215909.906250 Penalty: 717.530701
	Iteration 28Q: 3 clusters Score -215909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -215913.687500 Penalty: 717.530701
	Iteration 29Q: 3 clusters Score -215913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -215916.843750 Penalty: 717.530701
	Iteration 30Q: 3 clusters Score -215916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -215922.171875 Penalty: 717.530701
	Iteration 31Q: 3 clusters Score -215922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -215925.250000 Penalty: 717.530701
	Iteration 32Q: 3 clusters Score -215925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -215928.953125 Penalty: 717.530701
	Iteration 33Q: 3 clusters Score -215929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -215935.078125 Penalty: 717.530701
	Iteration 34Q: 3 clusters Score -215935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -215939.375000 Penalty: 717.530701
	Iteration 35Q: 3 clusters Score -215939.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -215943.468750 Penalty: 717.530701
	Iteration 36Q: 3 clusters Score -215943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -215945.750000 Penalty: 717.530701
	Iteration 37Q: 3 clusters Score -215945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -215948.562500 Penalty: 717.530701
	Iteration 38Q: 3 clusters Score -215948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -215953.125000 Penalty: 717.530701
	Iteration 39Q: 3 clusters Score -215953.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -215957.921875 Penalty: 717.530701
	Iteration 40F: 3 clusters Score -215957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -215959.968750 Penalty: 717.530701
	Iteration 41Q: 3 clusters Score -215960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -215961.562500 Penalty: 717.530701
	Iteration 42Q: 3 clusters Score -215961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -215964.531250 Penalty: 717.530701
	Iteration 43Q: 3 clusters Score -215964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -215966.296875 Penalty: 717.530701
	Iteration 44Q: 3 clusters Score -215966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -215968.281250 Penalty: 717.530701
	Iteration 45Q: 3 clusters Score -215968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -215969.609375 Penalty: 717.530701
	Iteration 46Q: 3 clusters Score -215969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -215969.812500 Penalty: 717.530701
	Iteration 47Q: 3 clusters Score -215969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -215971.187500 Penalty: 717.530701
	Iteration 48Q: 3 clusters Score -215971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -215972.062500 Penalty: 717.530701
	Iteration 49Q: 3 clusters Score -215972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -215972.718750 Penalty: 717.530701
	Iteration 50Q: 3 clusters Score -215972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -215974.343750 Penalty: 717.530701
	Iteration 51Q: 3 clusters Score -215974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -215975.687500 Penalty: 717.530701
	Iteration 52Q: 3 clusters Score -215975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -215975.937500 Penalty: 717.530701
	Iteration 53Q: 3 clusters Score -215975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -215976.187500 Penalty: 717.530701
	Iteration 54Q: 3 clusters Score -215976.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -215977.140625 Penalty: 717.530701
	Iteration 55Q: 3 clusters Score -215977.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -215977.062500 Penalty: 717.530701
	Iteration 56Q: 3 clusters Score -215977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -215977.062500 Penalty: 717.530701
	Iteration 57F: 3 clusters Score -215977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Entering Unmasked Estep 
Score: -1956761.750000 Penalty: 459.227356
	Iteration 0F: 2 clusters Score -1956762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1941135.500000 Penalty: 918.454712
	Iteration 0F: 3 clusters Score -1941136 nChanged 11570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1948178.500000 Penalty: 918.454712
	Iteration 1F: 3 clusters Score -1948178 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1949157.000000 Penalty: 918.454712
	Iteration 2F: 3 clusters Score -1949157 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1950790.500000 Penalty: 918.454712
	Iteration 3F: 3 clusters Score -1950790 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1952872.500000 Penalty: 918.454712
	Iteration 4F: 3 clusters Score -1952872 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1954670.875000 Penalty: 918.454712
	Iteration 5F: 3 clusters Score -1954671 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -1955724.625000 Penalty: 918.454712
	Iteration 6Q: 3 clusters Score -1955725 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -1956140.125000 Penalty: 918.454712
	Iteration 7Q: 3 clusters Score -1956140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -1956285.875000 Penalty: 918.454712
	Iteration 8Q: 3 clusters Score -1956286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -1956357.875000 Penalty: 918.454712
	Iteration 9Q: 3 clusters Score -1956358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1956388.750000 Penalty: 918.454712
	Iteration 10Q: 3 clusters Score -1956389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -1956412.250000 Penalty: 918.454712
	Iteration 11Q: 3 clusters Score -1956412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -1956428.000000 Penalty: 918.454712
	Iteration 12Q: 3 clusters Score -1956428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -1956441.125000 Penalty: 918.454712
	Iteration 13Q: 3 clusters Score -1956441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1956449.750000 Penalty: 918.454712
	Iteration 14Q: 3 clusters Score -1956450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -1956464.000000 Penalty: 918.454712
	Iteration 15Q: 3 clusters Score -1956464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1956471.000000 Penalty: 918.454712
	Iteration 16Q: 3 clusters Score -1956471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -1956478.500000 Penalty: 918.454712
	Iteration 17Q: 3 clusters Score -1956478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -1956482.750000 Penalty: 918.454712
	Iteration 18Q: 3 clusters Score -1956483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -1956477.500000 Penalty: 918.454712
	Iteration 19Q: 3 clusters Score -1956478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -1956478.375000 Penalty: 918.454712
	Iteration 20F: 3 clusters Score -1956478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -1956479.500000 Penalty: 918.454712
	Iteration 21Q: 3 clusters Score -1956480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -1956482.125000 Penalty: 918.454712
	Iteration 22Q: 3 clusters Score -1956482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -1956483.000000 Penalty: 918.454712
	Iteration 23Q: 3 clusters Score -1956483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -1956485.125000 Penalty: 918.454712
	Iteration 24Q: 3 clusters Score -1956485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -1956484.750000 Penalty: 918.454712
	Iteration 25Q: 3 clusters Score -1956485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -1956485.625000 Penalty: 918.454712
	Iteration 26Q: 3 clusters Score -1956486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1956485.375000 Penalty: 918.454712
	Iteration 27Q: 3 clusters Score -1956485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -1956484.250000 Penalty: 918.454712
	Iteration 28Q: 3 clusters Score -1956484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -1956484.250000 Penalty: 918.454712
	Iteration 29Q: 3 clusters Score -1956484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -1956483.500000 Penalty: 918.454712
	Iteration 30Q: 3 clusters Score -1956484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1956482.625000 Penalty: 918.454712
	Iteration 31Q: 3 clusters Score -1956483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -1956483.875000 Penalty: 918.454712
	Iteration 32Q: 3 clusters Score -1956484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -1956482.875000 Penalty: 918.454712
	Iteration 33Q: 3 clusters Score -1956483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -1956481.875000 Penalty: 918.454712
	Iteration 34Q: 3 clusters Score -1956482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1956481.375000 Penalty: 918.454712
	Iteration 35Q: 3 clusters Score -1956481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -1956485.000000 Penalty: 918.454712
	Iteration 36Q: 3 clusters Score -1956485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -1956483.750000 Penalty: 918.454712
	Iteration 37Q: 3 clusters Score -1956484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -1956481.000000 Penalty: 918.454712
	Iteration 38Q: 3 clusters Score -1956481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1956481.125000 Penalty: 918.454712
	Iteration 39Q: 3 clusters Score -1956481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -1956481.500000 Penalty: 918.454712
	Iteration 40F: 3 clusters Score -1956482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1956484.000000 Penalty: 918.454712
	Iteration 41Q: 3 clusters Score -1956484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -1956484.125000 Penalty: 918.454712
	Iteration 42Q: 3 clusters Score -1956484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -1956483.625000 Penalty: 918.454712
	Iteration 43Q: 3 clusters Score -1956484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -1956485.375000 Penalty: 918.454712
	Iteration 44Q: 3 clusters Score -1956485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -1956487.625000 Penalty: 918.454712
	Iteration 45Q: 3 clusters Score -1956488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -1956487.250000 Penalty: 918.454712
	Iteration 46Q: 3 clusters Score -1956487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1956486.375000 Penalty: 918.454712
	Iteration 47Q: 3 clusters Score -1956486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -1956489.125000 Penalty: 918.454712
	Iteration 48Q: 3 clusters Score -1956489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1956485.750000 Penalty: 918.454712
	Iteration 49Q: 3 clusters Score -1956486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -1956485.750000 Penalty: 918.454712
	Iteration 50F: 3 clusters Score -1956486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -92631.664062 Penalty: 320.384247
	Iteration 0F: 2 clusters Score -92631.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91714.062500 Penalty: 640.768494
	Iteration 0F: 3 clusters Score -91714.06 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91981.187500 Penalty: 640.768494
	Iteration 1F: 3 clusters Score -91981.19 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -92038.789062 Penalty: 640.768494
	Iteration 2F: 3 clusters Score -92038.79 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -92073.054688 Penalty: 640.768494
	Iteration 3F: 3 clusters Score -92073.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -92106.562500 Penalty: 640.768494
	Iteration 4Q: 3 clusters Score -92106.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -92134.203125 Penalty: 640.768494
	Iteration 5Q: 3 clusters Score -92134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -92154.476562 Penalty: 640.768494
	Iteration 6Q: 3 clusters Score -92154.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -92185.117188 Penalty: 640.768494
	Iteration 7Q: 3 clusters Score -92185.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -92219.000000 Penalty: 640.768494
	Iteration 8Q: 3 clusters Score -92219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -92249.718750 Penalty: 640.768494
	Iteration 9Q: 3 clusters Score -92249.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -92271.812500 Penalty: 640.768494
	Iteration 10Q: 3 clusters Score -92271.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -92282.562500 Penalty: 640.768494
	Iteration 11Q: 3 clusters Score -92282.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -92291.093750 Penalty: 640.768494
	Iteration 12Q: 3 clusters Score -92291.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -92302.625000 Penalty: 640.768494
	Iteration 13Q: 3 clusters Score -92302.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -92316.140625 Penalty: 640.768494
	Iteration 14Q: 3 clusters Score -92316.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -92331.328125 Penalty: 640.768494
	Iteration 15Q: 3 clusters Score -92331.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -92338.890625 Penalty: 640.768494
	Iteration 16Q: 3 clusters Score -92338.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -92342.921875 Penalty: 640.768494
	Iteration 17Q: 3 clusters Score -92342.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -92344.437500 Penalty: 640.768494
	Iteration 18Q: 3 clusters Score -92344.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -92346.937500 Penalty: 640.768494
	Iteration 19Q: 3 clusters Score -92346.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -92349.242188 Penalty: 640.768494
	Iteration 20F: 3 clusters Score -92349.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92351.867188 Penalty: 640.768494
	Iteration 21Q: 3 clusters Score -92351.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -92355.539062 Penalty: 640.768494
	Iteration 22Q: 3 clusters Score -92355.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -92358.234375 Penalty: 640.768494
	Iteration 23Q: 3 clusters Score -92358.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -92359.046875 Penalty: 640.768494
	Iteration 24Q: 3 clusters Score -92359.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -92359.445312 Penalty: 640.768494
	Iteration 25Q: 3 clusters Score -92359.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92359.789062 Penalty: 640.768494
	Iteration 26Q: 3 clusters Score -92359.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -92359.789062 Penalty: 640.768494
	Iteration 27F: 3 clusters Score -92359.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -18663.564453 Penalty: 259.217743
	Iteration 0F: 2 clusters Score -18663.56 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 156 members 
Entering Unmasked Estep 
Score: -18310.480469 Penalty: 518.435486
	Iteration 0F: 3 clusters Score -18310.48 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18406.570312 Penalty: 518.435486
	Iteration 1F: 3 clusters Score -18406.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18467.771484 Penalty: 518.435486
	Iteration 2F: 3 clusters Score -18467.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18509.255859 Penalty: 518.435486
	Iteration 3F: 3 clusters Score -18509.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18524.492188 Penalty: 518.435486
	Iteration 4Q: 3 clusters Score -18524.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18543.837891 Penalty: 518.435486
	Iteration 5Q: 3 clusters Score -18543.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18556.875000 Penalty: 518.435486
	Iteration 6Q: 3 clusters Score -18556.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18560.238281 Penalty: 518.435486
	Iteration 7Q: 3 clusters Score -18560.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18560.662109 Penalty: 518.435486
	Iteration 8Q: 3 clusters Score -18560.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18560.662109 Penalty: 518.435486
	Iteration 9F: 3 clusters Score -18560.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -629781.312500 Penalty: 407.525696
	Iteration 0F: 2 clusters Score -629781.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -624623.125000 Penalty: 815.051392
	Iteration 0F: 3 clusters Score -624623.1 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -626829.125000 Penalty: 815.051392
	Iteration 1F: 3 clusters Score -626829.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -627277.562500 Penalty: 815.051392
	Iteration 2F: 3 clusters Score -627277.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -627855.187500 Penalty: 815.051392
	Iteration 3F: 3 clusters Score -627855.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -628492.312500 Penalty: 815.051392
	Iteration 4F: 3 clusters Score -628492.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -628978.000000 Penalty: 815.051392
	Iteration 5F: 3 clusters Score -628978 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -629264.687500 Penalty: 815.051392
	Iteration 6Q: 3 clusters Score -629264.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -629415.562500 Penalty: 815.051392
	Iteration 7Q: 3 clusters Score -629415.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -629496.937500 Penalty: 815.051392
	Iteration 8Q: 3 clusters Score -629496.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -629535.312500 Penalty: 815.051392
	Iteration 9Q: 3 clusters Score -629535.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -629560.437500 Penalty: 815.051392
	Iteration 10Q: 3 clusters Score -629560.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -629575.250000 Penalty: 815.051392
	Iteration 11Q: 3 clusters Score -629575.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -629580.875000 Penalty: 815.051392
	Iteration 12Q: 3 clusters Score -629580.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -629586.250000 Penalty: 815.051392
	Iteration 13Q: 3 clusters Score -629586.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -629591.437500 Penalty: 815.051392
	Iteration 14Q: 3 clusters Score -629591.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -629596.125000 Penalty: 815.051392
	Iteration 15Q: 3 clusters Score -629596.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -629599.750000 Penalty: 815.051392
	Iteration 16Q: 3 clusters Score -629599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -629601.187500 Penalty: 815.051392
	Iteration 17Q: 3 clusters Score -629601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -629603.437500 Penalty: 815.051392
	Iteration 18Q: 3 clusters Score -629603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -629606.687500 Penalty: 815.051392
	Iteration 19Q: 3 clusters Score -629606.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -629606.625000 Penalty: 815.051392
	Iteration 20F: 3 clusters Score -629606.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -629609.000000 Penalty: 815.051392
	Iteration 21Q: 3 clusters Score -629609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -629611.062500 Penalty: 815.051392
	Iteration 22Q: 3 clusters Score -629611.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -629612.187500 Penalty: 815.051392
	Iteration 23Q: 3 clusters Score -629612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -629613.812500 Penalty: 815.051392
	Iteration 24Q: 3 clusters Score -629613.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -629613.312500 Penalty: 815.051392
	Iteration 25Q: 3 clusters Score -629613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -629612.875000 Penalty: 815.051392
	Iteration 26Q: 3 clusters Score -629612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -629612.750000 Penalty: 815.051392
	Iteration 27Q: 3 clusters Score -629612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -629613.875000 Penalty: 815.051392
	Iteration 28Q: 3 clusters Score -629613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -629613.812500 Penalty: 815.051392
	Iteration 29Q: 3 clusters Score -629613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -629613.437500 Penalty: 815.051392
	Iteration 30Q: 3 clusters Score -629613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -629613.937500 Penalty: 815.051392
	Iteration 31Q: 3 clusters Score -629613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -629614.437500 Penalty: 815.051392
	Iteration 32Q: 3 clusters Score -629614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -629613.625000 Penalty: 815.051392
	Iteration 33Q: 3 clusters Score -629613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -629615.187500 Penalty: 815.051392
	Iteration 34Q: 3 clusters Score -629615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -629615.250000 Penalty: 815.051392
	Iteration 35Q: 3 clusters Score -629615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -629616.000000 Penalty: 815.051392
	Iteration 36Q: 3 clusters Score -629616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -629616.000000 Penalty: 815.051392
	Iteration 37Q: 3 clusters Score -629616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -629615.437500 Penalty: 815.051392
	Iteration 38Q: 3 clusters Score -629615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -629615.437500 Penalty: 815.051392
	Iteration 39F: 3 clusters Score -629615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -25757.880859 Penalty: 277.564514
	Iteration 0F: 2 clusters Score -25757.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25314.722656 Penalty: 555.129028
	Iteration 0F: 3 clusters Score -25314.72 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25486.390625 Penalty: 555.129028
	Iteration 1F: 3 clusters Score -25486.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25551.140625 Penalty: 555.129028
	Iteration 2F: 3 clusters Score -25551.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25588.419922 Penalty: 555.129028
	Iteration 3F: 3 clusters Score -25588.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25619.691406 Penalty: 555.129028
	Iteration 4Q: 3 clusters Score -25619.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25660.882812 Penalty: 555.129028
	Iteration 5Q: 3 clusters Score -25660.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25686.978516 Penalty: 555.129028
	Iteration 6Q: 3 clusters Score -25686.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25693.810547 Penalty: 555.129028
	Iteration 7Q: 3 clusters Score -25693.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25696.363281 Penalty: 555.129028
	Iteration 8Q: 3 clusters Score -25696.36 nChanged 1
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: -25697.533203 Penalty: 555.129028
	Iteration 9Q: 3 clusters Score -25697.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25699.488281 Penalty: 555.129028
	Iteration 10Q: 3 clusters Score -25699.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25700.371094 Penalty: 555.129028
	Iteration 11Q: 3 clusters Score -25700.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25702.451172 Penalty: 555.129028
	Iteration 12Q: 3 clusters Score -25702.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25707.271484 Penalty: 555.129028
	Iteration 13Q: 3 clusters Score -25707.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25715.183594 Penalty: 555.129028
	Iteration 14Q: 3 clusters Score -25715.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25724.916016 Penalty: 555.129028
	Iteration 15Q: 3 clusters Score -25724.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25727.582031 Penalty: 555.129028
	Iteration 16Q: 3 clusters Score -25727.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25733.580078 Penalty: 555.129028
	Iteration 17Q: 3 clusters Score -25733.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25742.648438 Penalty: 555.129028
	Iteration 18Q: 3 clusters Score -25742.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25751.457031 Penalty: 555.129028
	Iteration 19Q: 3 clusters Score -25751.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25756.990234 Penalty: 555.129028
	Iteration 20F: 3 clusters Score -25756.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25772.687500 Penalty: 555.129028
	Iteration 21Q: 3 clusters Score -25772.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25781.806641 Penalty: 555.129028
	Iteration 22Q: 3 clusters Score -25781.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25788.275391 Penalty: 555.129028
	Iteration 23Q: 3 clusters Score -25788.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25788.275391 Penalty: 555.129028
	Iteration 24F: 3 clusters Score -25788.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 24171 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 27504 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14077 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32413 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20817 members 
Mstep: Class 36 contains 23553 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4536 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3167 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3421 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23013 members 
Mstep: Class 53 contains 3632 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23804 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19247 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17899 members 
Mstep: Class 61 contains 21566 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 983 members 
Mstep: Class 64 contains 35986 members 
Mstep: Class 65 contains 18177 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11676 members 
Mstep: Class 71 contains 25319 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9493 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24673 members 
Mstep: Class 76 contains 169 members 
Entering Unmasked Estep 
Score: -42172572.000000 Penalty: 45747.167969
Splitting cluster 7 changes total score from -42173328.000000 to -42172572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (27504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Entering Unmasked Estep 
Score: -2232761.500000 Penalty: 465.104950
	Iteration 0F: 2 clusters Score -2232762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2216096.000000 Penalty: 930.209900
	Iteration 0F: 3 clusters Score -2216096 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2223512.500000 Penalty: 930.209900
	Iteration 1F: 3 clusters Score -2223512 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2223929.750000 Penalty: 930.209900
	Iteration 2Q: 3 clusters Score -2223930 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2224504.000000 Penalty: 930.209900
	Iteration 3Q: 3 clusters Score -2224504 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2225278.250000 Penalty: 930.209900
	Iteration 4F: 3 clusters Score -2225278 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2226356.750000 Penalty: 930.209900
	Iteration 5F: 3 clusters Score -2226357 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2227877.000000 Penalty: 930.209900
	Iteration 6F: 3 clusters Score -2227877 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2229444.000000 Penalty: 930.209900
	Iteration 7F: 3 clusters Score -2229444 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2230583.250000 Penalty: 930.209900
	Iteration 8F: 3 clusters Score -2230583 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2231176.500000 Penalty: 930.209900
	Iteration 9Q: 3 clusters Score -2231176 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2231563.750000 Penalty: 930.209900
	Iteration 10Q: 3 clusters Score -2231564 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2231926.750000 Penalty: 930.209900
	Iteration 11Q: 3 clusters Score -2231927 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2232259.250000 Penalty: 930.209900
	Iteration 12Q: 3 clusters Score -2232259 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2232535.750000 Penalty: 930.209900
	Iteration 13Q: 3 clusters Score -2232536 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2232733.750000 Penalty: 930.209900
	Iteration 14Q: 3 clusters Score -2232734 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2232863.000000 Penalty: 930.209900
	Iteration 15Q: 3 clusters Score -2232863 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2232959.500000 Penalty: 930.209900
	Iteration 16Q: 3 clusters Score -2232960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2232997.000000 Penalty: 930.209900
	Iteration 17Q: 3 clusters Score -2232997 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2233035.750000 Penalty: 930.209900
	Iteration 18Q: 3 clusters Score -2233036 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2233066.500000 Penalty: 930.209900
	Iteration 19Q: 3 clusters Score -2233066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2233087.000000 Penalty: 930.209900
	Iteration 20F: 3 clusters Score -2233087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2233102.000000 Penalty: 930.209900
	Iteration 21Q: 3 clusters Score -2233102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2233109.250000 Penalty: 930.209900
	Iteration 22Q: 3 clusters Score -2233109 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2233110.000000 Penalty: 930.209900
	Iteration 23Q: 3 clusters Score -2233110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2233106.250000 Penalty: 930.209900
	Iteration 24Q: 3 clusters Score -2233106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2233111.500000 Penalty: 930.209900
	Iteration 25Q: 3 clusters Score -2233112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2233110.750000 Penalty: 930.209900
	Iteration 26Q: 3 clusters Score -2233111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2233114.500000 Penalty: 930.209900
	Iteration 27Q: 3 clusters Score -2233114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2233112.500000 Penalty: 930.209900
	Iteration 28Q: 3 clusters Score -2233112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2233112.000000 Penalty: 930.209900
	Iteration 29Q: 3 clusters Score -2233112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2233113.500000 Penalty: 930.209900
	Iteration 30Q: 3 clusters Score -2233114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2233116.500000 Penalty: 930.209900
	Iteration 31Q: 3 clusters Score -2233116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2233117.000000 Penalty: 930.209900
	Iteration 32Q: 3 clusters Score -2233117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2233117.000000 Penalty: 930.209900
	Iteration 33F: 3 clusters Score -2233117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 24171 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 9778 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14077 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32413 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20817 members 
Mstep: Class 36 contains 23553 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4536 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3167 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3421 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23013 members 
Mstep: Class 53 contains 3632 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23804 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19247 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17899 members 
Mstep: Class 61 contains 21566 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 983 members 
Mstep: Class 64 contains 35986 members 
Mstep: Class 65 contains 18177 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11676 members 
Mstep: Class 71 contains 25319 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9493 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24673 members 
Mstep: Class 76 contains 17726 members 
Entering Unmasked Estep 
Score: -42172884.000000 Penalty: 45747.167969
Splitting cluster 8 changes total score from -42173328.000000 to -42172884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -86026.507812 Penalty: 322.217743
	Iteration 0F: 2 clusters Score -86026.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85114.132812 Penalty: 644.435486
	Iteration 0F: 3 clusters Score -85114.13 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85388.492188 Penalty: 644.435486
	Iteration 1F: 3 clusters Score -85388.49 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -85440.078125 Penalty: 644.435486
	Iteration 2F: 3 clusters Score -85440.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85483.234375 Penalty: 644.435486
	Iteration 3F: 3 clusters Score -85483.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85532.210938 Penalty: 644.435486
	Iteration 4F: 3 clusters Score -85532.21 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -85568.218750 Penalty: 644.435486
	Iteration 5Q: 3 clusters Score -85568.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85605.156250 Penalty: 644.435486
	Iteration 6Q: 3 clusters Score -85605.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85657.109375 Penalty: 644.435486
	Iteration 7Q: 3 clusters Score -85657.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85713.296875 Penalty: 644.435486
	Iteration 8Q: 3 clusters Score -85713.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85790.742188 Penalty: 644.435486
	Iteration 9Q: 3 clusters Score -85790.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85846.187500 Penalty: 644.435486
	Iteration 10Q: 3 clusters Score -85846.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85872.109375 Penalty: 644.435486
	Iteration 11Q: 3 clusters Score -85872.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85888.671875 Penalty: 644.435486
	Iteration 12Q: 3 clusters Score -85888.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85896.132812 Penalty: 644.435486
	Iteration 13Q: 3 clusters Score -85896.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85900.968750 Penalty: 644.435486
	Iteration 14Q: 3 clusters Score -85900.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85905.734375 Penalty: 644.435486
	Iteration 15Q: 3 clusters Score -85905.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85912.140625 Penalty: 644.435486
	Iteration 16Q: 3 clusters Score -85912.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85916.007812 Penalty: 644.435486
	Iteration 17Q: 3 clusters Score -85916.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85916.937500 Penalty: 644.435486
	Iteration 18Q: 3 clusters Score -85916.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -85917.710938 Penalty: 644.435486
	Iteration 19Q: 3 clusters Score -85917.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85918.625000 Penalty: 644.435486
	Iteration 20F: 3 clusters Score -85918.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85920.421875 Penalty: 644.435486
	Iteration 21Q: 3 clusters Score -85920.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85921.695312 Penalty: 644.435486
	Iteration 22Q: 3 clusters Score -85921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85923.375000 Penalty: 644.435486
	Iteration 23Q: 3 clusters Score -85923.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85926.867188 Penalty: 644.435486
	Iteration 24Q: 3 clusters Score -85926.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -85932.375000 Penalty: 644.435486
	Iteration 25Q: 3 clusters Score -85932.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85939.765625 Penalty: 644.435486
	Iteration 26Q: 3 clusters Score -85939.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85945.554688 Penalty: 644.435486
	Iteration 27Q: 3 clusters Score -85945.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85960.335938 Penalty: 644.435486
	Iteration 28Q: 3 clusters Score -85960.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85985.906250 Penalty: 644.435486
	Iteration 29Q: 3 clusters Score -85985.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -86017.289062 Penalty: 644.435486
	Iteration 30Q: 3 clusters Score -86017.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86023.195312 Penalty: 644.435486
	Iteration 31Q: 3 clusters Score -86023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -86023.195312 Penalty: 644.435486
	Iteration 32F: 3 clusters Score -86023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -497702.375000 Penalty: 398.586334
	Iteration 0F: 2 clusters Score -497702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -493460.531250 Penalty: 797.172668
	Iteration 0F: 3 clusters Score -493460.5 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -495011.406250 Penalty: 797.172668
	Iteration 1F: 3 clusters Score -495011.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -495188.812500 Penalty: 797.172668
	Iteration 2F: 3 clusters Score -495188.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -495468.500000 Penalty: 797.172668
	Iteration 3F: 3 clusters Score -495468.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -495873.718750 Penalty: 797.172668
	Iteration 4F: 3 clusters Score -495873.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -496340.625000 Penalty: 797.172668
	Iteration 5F: 3 clusters Score -496340.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -496740.500000 Penalty: 797.172668
	Iteration 6F: 3 clusters Score -496740.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -497064.125000 Penalty: 797.172668
	Iteration 7Q: 3 clusters Score -497064.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -497233.187500 Penalty: 797.172668
	Iteration 8Q: 3 clusters Score -497233.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -497313.000000 Penalty: 797.172668
	Iteration 9Q: 3 clusters Score -497313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -497331.875000 Penalty: 797.172668
	Iteration 10Q: 3 clusters Score -497331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -497345.406250 Penalty: 797.172668
	Iteration 11Q: 3 clusters Score -497345.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -497355.437500 Penalty: 797.172668
	Iteration 12Q: 3 clusters Score -497355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -497360.593750 Penalty: 797.172668
	Iteration 13Q: 3 clusters Score -497360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -497362.906250 Penalty: 797.172668
	Iteration 14Q: 3 clusters Score -497362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -497364.093750 Penalty: 797.172668
	Iteration 15Q: 3 clusters Score -497364.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -497364.531250 Penalty: 797.172668
	Iteration 16Q: 3 clusters Score -497364.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -497364.718750 Penalty: 797.172668
	Iteration 17Q: 3 clusters Score -497364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -497364.718750 Penalty: 797.172668
	Iteration 18F: 3 clusters Score -497364.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -247992.593750 Penalty: 369.038086
	Iteration 0F: 2 clusters Score -247992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -245689.859375 Penalty: 738.076172
	Iteration 0F: 3 clusters Score -245689.9 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -246545.750000 Penalty: 738.076172
	Iteration 1F: 3 clusters Score -246545.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -246655.578125 Penalty: 738.076172
	Iteration 2F: 3 clusters Score -246655.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246770.765625 Penalty: 738.076172
	Iteration 3F: 3 clusters Score -246770.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -246925.078125 Penalty: 738.076172
	Iteration 4F: 3 clusters Score -246925.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -247131.656250 Penalty: 738.076172
	Iteration 5F: 3 clusters Score -247131.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -247341.078125 Penalty: 738.076172
	Iteration 6F: 3 clusters Score -247341.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -247482.562500 Penalty: 738.076172
	Iteration 7Q: 3 clusters Score -247482.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -247585.578125 Penalty: 738.076172
	Iteration 8Q: 3 clusters Score -247585.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -247645.015625 Penalty: 738.076172
	Iteration 9Q: 3 clusters Score -247645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -247675.500000 Penalty: 738.076172
	Iteration 10Q: 3 clusters Score -247675.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -247690.843750 Penalty: 738.076172
	Iteration 11Q: 3 clusters Score -247690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -247703.703125 Penalty: 738.076172
	Iteration 12Q: 3 clusters Score -247703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -247713.171875 Penalty: 738.076172
	Iteration 13Q: 3 clusters Score -247713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -247716.593750 Penalty: 738.076172
	Iteration 14Q: 3 clusters Score -247716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -247718.734375 Penalty: 738.076172
	Iteration 15Q: 3 clusters Score -247718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -247718.734375 Penalty: 738.076172
	Iteration 16F: 3 clusters Score -247718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 106 members 
Entering Unmasked Estep 
Score: -16051.535156 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16051.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16141.419922 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16141.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16189.536133 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16189.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16202.116211 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16202.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16212.968750 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16212.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16217.975586 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16217.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16218.326172 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16218.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16219.055664 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16219.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -16219.055664 Penalty: 499.116516
	Iteration 8F: 3 clusters Score -16219.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -231707.390625 Penalty: 366.697083
	Iteration 0F: 2 clusters Score -231707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -229524.046875 Penalty: 733.394165
	Iteration 0F: 3 clusters Score -229524 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -230358.000000 Penalty: 733.394165
	Iteration 1F: 3 clusters Score -230358 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230545.609375 Penalty: 733.394165
	Iteration 2F: 3 clusters Score -230545.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -230744.718750 Penalty: 733.394165
	Iteration 3F: 3 clusters Score -230744.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -230943.921875 Penalty: 733.394165
	Iteration 4F: 3 clusters Score -230943.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -231090.468750 Penalty: 733.394165
	Iteration 5Q: 3 clusters Score -231090.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -231185.640625 Penalty: 733.394165
	Iteration 6Q: 3 clusters Score -231185.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -231235.906250 Penalty: 733.394165
	Iteration 7Q: 3 clusters Score -231235.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -231273.437500 Penalty: 733.394165
	Iteration 8Q: 3 clusters Score -231273.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -231295.500000 Penalty: 733.394165
	Iteration 9Q: 3 clusters Score -231295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -231313.890625 Penalty: 733.394165
	Iteration 10Q: 3 clusters Score -231313.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -231323.875000 Penalty: 733.394165
	Iteration 11Q: 3 clusters Score -231323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -231334.609375 Penalty: 733.394165
	Iteration 12Q: 3 clusters Score -231334.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -231349.859375 Penalty: 733.394165
	Iteration 13Q: 3 clusters Score -231349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -231359.515625 Penalty: 733.394165
	Iteration 14Q: 3 clusters Score -231359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -231365.296875 Penalty: 733.394165
	Iteration 15Q: 3 clusters Score -231365.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -231374.531250 Penalty: 733.394165
	Iteration 16Q: 3 clusters Score -231374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -231379.015625 Penalty: 733.394165
	Iteration 17Q: 3 clusters Score -231379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -231386.453125 Penalty: 733.394165
	Iteration 18Q: 3 clusters Score -231386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -231390.203125 Penalty: 733.394165
	Iteration 19Q: 3 clusters Score -231390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -231391.234375 Penalty: 733.394165
	Iteration 20F: 3 clusters Score -231391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -231392.125000 Penalty: 733.394165
	Iteration 21Q: 3 clusters Score -231392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -231392.125000 Penalty: 733.394165
	Iteration 22F: 3 clusters Score -231392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -480166.468750 Penalty: 397.113922
	Iteration 0F: 2 clusters Score -480166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -476016.062500 Penalty: 794.227844
	Iteration 0F: 3 clusters Score -476016.1 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -477562.937500 Penalty: 794.227844
	Iteration 1F: 3 clusters Score -477562.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -477678.812500 Penalty: 794.227844
	Iteration 2F: 3 clusters Score -477678.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -477817.093750 Penalty: 794.227844
	Iteration 3Q: 3 clusters Score -477817.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -478016.625000 Penalty: 794.227844
	Iteration 4F: 3 clusters Score -478016.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -478311.750000 Penalty: 794.227844
	Iteration 5F: 3 clusters Score -478311.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -478686.093750 Penalty: 794.227844
	Iteration 6F: 3 clusters Score -478686.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -479051.625000 Penalty: 794.227844
	Iteration 7F: 3 clusters Score -479051.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -479304.656250 Penalty: 794.227844
	Iteration 8Q: 3 clusters Score -479304.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -479492.000000 Penalty: 794.227844
	Iteration 9Q: 3 clusters Score -479492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -479591.718750 Penalty: 794.227844
	Iteration 10Q: 3 clusters Score -479591.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -479639.593750 Penalty: 794.227844
	Iteration 11Q: 3 clusters Score -479639.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -479668.843750 Penalty: 794.227844
	Iteration 12Q: 3 clusters Score -479668.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -479694.687500 Penalty: 794.227844
	Iteration 13Q: 3 clusters Score -479694.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -479722.343750 Penalty: 794.227844
	Iteration 14Q: 3 clusters Score -479722.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -479751.906250 Penalty: 794.227844
	Iteration 15Q: 3 clusters Score -479751.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -479769.968750 Penalty: 794.227844
	Iteration 16Q: 3 clusters Score -479770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -479779.812500 Penalty: 794.227844
	Iteration 17Q: 3 clusters Score -479779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -479799.906250 Penalty: 794.227844
	Iteration 18Q: 3 clusters Score -479799.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -479819.687500 Penalty: 794.227844
	Iteration 19Q: 3 clusters Score -479819.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -479828.125000 Penalty: 794.227844
	Iteration 20F: 3 clusters Score -479828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -479834.625000 Penalty: 794.227844
	Iteration 21Q: 3 clusters Score -479834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -479843.562500 Penalty: 794.227844
	Iteration 22Q: 3 clusters Score -479843.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -479848.875000 Penalty: 794.227844
	Iteration 23Q: 3 clusters Score -479848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -479851.937500 Penalty: 794.227844
	Iteration 24Q: 3 clusters Score -479851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479853.468750 Penalty: 794.227844
	Iteration 25Q: 3 clusters Score -479853.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479854.625000 Penalty: 794.227844
	Iteration 26Q: 3 clusters Score -479854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479855.968750 Penalty: 794.227844
	Iteration 27Q: 3 clusters Score -479856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479859.875000 Penalty: 794.227844
	Iteration 28Q: 3 clusters Score -479859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -479861.750000 Penalty: 794.227844
	Iteration 29Q: 3 clusters Score -479861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479861.093750 Penalty: 794.227844
	Iteration 30Q: 3 clusters Score -479861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -479861.093750 Penalty: 794.227844
	Iteration 31F: 3 clusters Score -479861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Entering Unmasked Estep 
Score: -1104519.750000 Penalty: 433.124573
	Iteration 0F: 2 clusters Score -1104520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1095465.250000 Penalty: 866.249146
	Iteration 0F: 3 clusters Score -1095465 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1099425.750000 Penalty: 866.249146
	Iteration 1F: 3 clusters Score -1099426 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1099878.625000 Penalty: 866.249146
	Iteration 2F: 3 clusters Score -1099879 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1100535.125000 Penalty: 866.249146
	Iteration 3F: 3 clusters Score -1100535 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1101397.625000 Penalty: 866.249146
	Iteration 4F: 3 clusters Score -1101398 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1102254.000000 Penalty: 866.249146
	Iteration 5F: 3 clusters Score -1102254 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1102763.750000 Penalty: 866.249146
	Iteration 6F: 3 clusters Score -1102764 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1103098.375000 Penalty: 866.249146
	Iteration 7Q: 3 clusters Score -1103098 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1103374.750000 Penalty: 866.249146
	Iteration 8Q: 3 clusters Score -1103375 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1103612.500000 Penalty: 866.249146
	Iteration 9Q: 3 clusters Score -1103612 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1103771.500000 Penalty: 866.249146
	Iteration 10Q: 3 clusters Score -1103772 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1103860.375000 Penalty: 866.249146
	Iteration 11Q: 3 clusters Score -1103860 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1103915.375000 Penalty: 866.249146
	Iteration 12Q: 3 clusters Score -1103915 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1103943.250000 Penalty: 866.249146
	Iteration 13Q: 3 clusters Score -1103943 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1103972.000000 Penalty: 866.249146
	Iteration 14Q: 3 clusters Score -1103972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1103977.500000 Penalty: 866.249146
	Iteration 15Q: 3 clusters Score -1103978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1103981.625000 Penalty: 866.249146
	Iteration 16Q: 3 clusters Score -1103982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1103982.125000 Penalty: 866.249146
	Iteration 17Q: 3 clusters Score -1103982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1104007.375000 Penalty: 866.249146
	Iteration 18Q: 3 clusters Score -1104007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1104008.625000 Penalty: 866.249146
	Iteration 19Q: 3 clusters Score -1104009 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1104013.500000 Penalty: 866.249146
	Iteration 20F: 3 clusters Score -1104014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1104023.750000 Penalty: 866.249146
	Iteration 21Q: 3 clusters Score -1104024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1104027.750000 Penalty: 866.249146
	Iteration 22Q: 3 clusters Score -1104028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1104027.875000 Penalty: 866.249146
	Iteration 23Q: 3 clusters Score -1104028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1104030.750000 Penalty: 866.249146
	Iteration 24Q: 3 clusters Score -1104031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1104032.875000 Penalty: 866.249146
	Iteration 25Q: 3 clusters Score -1104033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1104032.625000 Penalty: 866.249146
	Iteration 26Q: 3 clusters Score -1104033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1104031.625000 Penalty: 866.249146
	Iteration 27Q: 3 clusters Score -1104032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1104029.500000 Penalty: 866.249146
	Iteration 28Q: 3 clusters Score -1104030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1104031.125000 Penalty: 866.249146
	Iteration 29Q: 3 clusters Score -1104031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1104031.375000 Penalty: 866.249146
	Iteration 30Q: 3 clusters Score -1104031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1104029.625000 Penalty: 866.249146
	Iteration 31Q: 3 clusters Score -1104030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1104028.500000 Penalty: 866.249146
	Iteration 32Q: 3 clusters Score -1104028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1104030.125000 Penalty: 866.249146
	Iteration 33Q: 3 clusters Score -1104030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1104028.500000 Penalty: 866.249146
	Iteration 34Q: 3 clusters Score -1104028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1104031.125000 Penalty: 866.249146
	Iteration 35Q: 3 clusters Score -1104031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1104035.000000 Penalty: 866.249146
	Iteration 36Q: 3 clusters Score -1104035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1104031.875000 Penalty: 866.249146
	Iteration 37Q: 3 clusters Score -1104032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1104029.000000 Penalty: 866.249146
	Iteration 38Q: 3 clusters Score -1104029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1104026.875000 Penalty: 866.249146
	Iteration 39Q: 3 clusters Score -1104027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1104028.500000 Penalty: 866.249146
	Iteration 40F: 3 clusters Score -1104028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1104028.125000 Penalty: 866.249146
	Iteration 41Q: 3 clusters Score -1104028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1104030.500000 Penalty: 866.249146
	Iteration 42Q: 3 clusters Score -1104030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1104030.625000 Penalty: 866.249146
	Iteration 43Q: 3 clusters Score -1104031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1104027.875000 Penalty: 866.249146
	Iteration 44Q: 3 clusters Score -1104028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1104029.125000 Penalty: 866.249146
	Iteration 45Q: 3 clusters Score -1104029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1104029.625000 Penalty: 866.249146
	Iteration 46Q: 3 clusters Score -1104030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1104029.625000 Penalty: 866.249146
	Iteration 47Q: 3 clusters Score -1104030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1104029.625000 Penalty: 866.249146
	Iteration 48F: 3 clusters Score -1104030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -184052.078125 Penalty: 353.314087
	Iteration 0F: 2 clusters Score -184052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -182394.218750 Penalty: 706.628174
	Iteration 0F: 3 clusters Score -182394.2 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -182973.843750 Penalty: 706.628174
	Iteration 1F: 3 clusters Score -182973.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -183097.000000 Penalty: 706.628174
	Iteration 2F: 3 clusters Score -183097 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -183227.671875 Penalty: 706.628174
	Iteration 3F: 3 clusters Score -183227.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -183351.703125 Penalty: 706.628174
	Iteration 4F: 3 clusters Score -183351.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -183445.453125 Penalty: 706.628174
	Iteration 5F: 3 clusters Score -183445.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183524.609375 Penalty: 706.628174
	Iteration 6Q: 3 clusters Score -183524.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -183582.078125 Penalty: 706.628174
	Iteration 7Q: 3 clusters Score -183582.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -183617.250000 Penalty: 706.628174
	Iteration 8Q: 3 clusters Score -183617.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -183637.625000 Penalty: 706.628174
	Iteration 9Q: 3 clusters Score -183637.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -183657.031250 Penalty: 706.628174
	Iteration 10Q: 3 clusters Score -183657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183668.843750 Penalty: 706.628174
	Iteration 11Q: 3 clusters Score -183668.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -183677.343750 Penalty: 706.628174
	Iteration 12Q: 3 clusters Score -183677.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -183681.640625 Penalty: 706.628174
	Iteration 13Q: 3 clusters Score -183681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -183685.062500 Penalty: 706.628174
	Iteration 14Q: 3 clusters Score -183685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -183688.437500 Penalty: 706.628174
	Iteration 15Q: 3 clusters Score -183688.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -183690.656250 Penalty: 706.628174
	Iteration 16Q: 3 clusters Score -183690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -183692.015625 Penalty: 706.628174
	Iteration 17Q: 3 clusters Score -183692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -183694.125000 Penalty: 706.628174
	Iteration 18Q: 3 clusters Score -183694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -183695.593750 Penalty: 706.628174
	Iteration 19Q: 3 clusters Score -183695.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -183697.218750 Penalty: 706.628174
	Iteration 20F: 3 clusters Score -183697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -183697.875000 Penalty: 706.628174
	Iteration 21Q: 3 clusters Score -183697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -183701.328125 Penalty: 706.628174
	Iteration 22Q: 3 clusters Score -183701.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183703.703125 Penalty: 706.628174
	Iteration 23Q: 3 clusters Score -183703.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -183705.640625 Penalty: 706.628174
	Iteration 24Q: 3 clusters Score -183705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183707.296875 Penalty: 706.628174
	Iteration 25Q: 3 clusters Score -183707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183709.343750 Penalty: 706.628174
	Iteration 26Q: 3 clusters Score -183709.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -183711.640625 Penalty: 706.628174
	Iteration 27Q: 3 clusters Score -183711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183713.218750 Penalty: 706.628174
	Iteration 28Q: 3 clusters Score -183713.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183714.281250 Penalty: 706.628174
	Iteration 29Q: 3 clusters Score -183714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -183715.062500 Penalty: 706.628174
	Iteration 30Q: 3 clusters Score -183715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -183715.578125 Penalty: 706.628174
	Iteration 31Q: 3 clusters Score -183715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -183717.000000 Penalty: 706.628174
	Iteration 32Q: 3 clusters Score -183717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183718.546875 Penalty: 706.628174
	Iteration 33Q: 3 clusters Score -183718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183719.593750 Penalty: 706.628174
	Iteration 34Q: 3 clusters Score -183719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -183719.640625 Penalty: 706.628174
	Iteration 35Q: 3 clusters Score -183719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183720.203125 Penalty: 706.628174
	Iteration 36Q: 3 clusters Score -183720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -183720.140625 Penalty: 706.628174
	Iteration 37Q: 3 clusters Score -183720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183720.578125 Penalty: 706.628174
	Iteration 38Q: 3 clusters Score -183720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -183720.828125 Penalty: 706.628174
	Iteration 39Q: 3 clusters Score -183720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183720.968750 Penalty: 706.628174
	Iteration 40F: 3 clusters Score -183721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -14352.659180 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -14352.66 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 171 members 
Entering Unmasked Estep 
Score: -13969.165039 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -13969.17 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -14161.315430 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -14161.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14243.949219 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -14243.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14297.319336 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -14297.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14323.563477 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -14323.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14330.454102 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -14330.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14336.714844 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -14336.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14340.934570 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -14340.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14341.529297 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -14341.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14341.529297 Penalty: 537.635559
	Iteration 9F: 3 clusters Score -14341.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Entering Unmasked Estep 
Score: -2414229.750000 Penalty: 470.859375
	Iteration 0F: 2 clusters Score -2414230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2393365.250000 Penalty: 941.718750
	Iteration 0F: 3 clusters Score -2393365 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2401895.750000 Penalty: 941.718750
	Iteration 1F: 3 clusters Score -2401896 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2402386.000000 Penalty: 941.718750
	Iteration 2Q: 3 clusters Score -2402386 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2402963.750000 Penalty: 941.718750
	Iteration 3Q: 3 clusters Score -2402964 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2403767.000000 Penalty: 941.718750
	Iteration 4F: 3 clusters Score -2403767 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2404912.500000 Penalty: 941.718750
	Iteration 5F: 3 clusters Score -2404912 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2406414.250000 Penalty: 941.718750
	Iteration 6F: 3 clusters Score -2406414 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2407786.000000 Penalty: 941.718750
	Iteration 7F: 3 clusters Score -2407786 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2408678.500000 Penalty: 941.718750
	Iteration 8F: 3 clusters Score -2408678 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2409083.750000 Penalty: 941.718750
	Iteration 9Q: 3 clusters Score -2409084 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2409255.000000 Penalty: 941.718750
	Iteration 10Q: 3 clusters Score -2409255 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2409341.250000 Penalty: 941.718750
	Iteration 11Q: 3 clusters Score -2409341 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2409417.750000 Penalty: 941.718750
	Iteration 12Q: 3 clusters Score -2409418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2409470.500000 Penalty: 941.718750
	Iteration 13Q: 3 clusters Score -2409470 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2409550.000000 Penalty: 941.718750
	Iteration 14Q: 3 clusters Score -2409550 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2409644.000000 Penalty: 941.718750
	Iteration 15Q: 3 clusters Score -2409644 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2409739.000000 Penalty: 941.718750
	Iteration 16Q: 3 clusters Score -2409739 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2409834.750000 Penalty: 941.718750
	Iteration 17Q: 3 clusters Score -2409835 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2409947.000000 Penalty: 941.718750
	Iteration 18Q: 3 clusters Score -2409947 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2410073.000000 Penalty: 941.718750
	Iteration 19Q: 3 clusters Score -2410073 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2410222.000000 Penalty: 941.718750
	Iteration 20F: 3 clusters Score -2410222 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2410393.750000 Penalty: 941.718750
	Iteration 21Q: 3 clusters Score -2410394 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2410572.000000 Penalty: 941.718750
	Iteration 22Q: 3 clusters Score -2410572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2410766.500000 Penalty: 941.718750
	Iteration 23Q: 3 clusters Score -2410766 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2410958.000000 Penalty: 941.718750
	Iteration 24Q: 3 clusters Score -2410958 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2411132.500000 Penalty: 941.718750
	Iteration 25Q: 3 clusters Score -2411132 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2411310.000000 Penalty: 941.718750
	Iteration 26Q: 3 clusters Score -2411310 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2411523.250000 Penalty: 941.718750
	Iteration 27Q: 3 clusters Score -2411523 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2411721.250000 Penalty: 941.718750
	Iteration 28Q: 3 clusters Score -2411721 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -2411919.750000 Penalty: 941.718750
	Iteration 29Q: 3 clusters Score -2411920 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -2412135.750000 Penalty: 941.718750
	Iteration 30Q: 3 clusters Score -2412136 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2412285.250000 Penalty: 941.718750
	Iteration 31Q: 3 clusters Score -2412285 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -2412473.000000 Penalty: 941.718750
	Iteration 32Q: 3 clusters Score -2412473 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2412634.750000 Penalty: 941.718750
	Iteration 33Q: 3 clusters Score -2412635 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -2412786.500000 Penalty: 941.718750
	Iteration 34Q: 3 clusters Score -2412786 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -2412902.750000 Penalty: 941.718750
	Iteration 35Q: 3 clusters Score -2412903 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2413007.250000 Penalty: 941.718750
	Iteration 36Q: 3 clusters Score -2413007 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2413082.250000 Penalty: 941.718750
	Iteration 37Q: 3 clusters Score -2413082 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2413195.250000 Penalty: 941.718750
	Iteration 38Q: 3 clusters Score -2413195 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2413263.500000 Penalty: 941.718750
	Iteration 39Q: 3 clusters Score -2413264 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2413351.000000 Penalty: 941.718750
	Iteration 40F: 3 clusters Score -2413351 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -2413438.750000 Penalty: 941.718750
	Iteration 41Q: 3 clusters Score -2413439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2413471.250000 Penalty: 941.718750
	Iteration 42Q: 3 clusters Score -2413471 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -2413531.500000 Penalty: 941.718750
	Iteration 43Q: 3 clusters Score -2413532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -2413578.000000 Penalty: 941.718750
	Iteration 44Q: 3 clusters Score -2413578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2413609.250000 Penalty: 941.718750
	Iteration 45Q: 3 clusters Score -2413609 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2413639.750000 Penalty: 941.718750
	Iteration 46Q: 3 clusters Score -2413640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -2413672.250000 Penalty: 941.718750
	Iteration 47Q: 3 clusters Score -2413672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -2413698.250000 Penalty: 941.718750
	Iteration 48Q: 3 clusters Score -2413698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -2413725.250000 Penalty: 941.718750
	Iteration 49Q: 3 clusters Score -2413725 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -2413755.500000 Penalty: 941.718750
	Iteration 50Q: 3 clusters Score -2413756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -2413772.250000 Penalty: 941.718750
	Iteration 51Q: 3 clusters Score -2413772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -2413801.500000 Penalty: 941.718750
	Iteration 52Q: 3 clusters Score -2413802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2413826.000000 Penalty: 941.718750
	Iteration 53Q: 3 clusters Score -2413826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -2413853.500000 Penalty: 941.718750
	Iteration 54Q: 3 clusters Score -2413854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -2413882.000000 Penalty: 941.718750
	Iteration 55Q: 3 clusters Score -2413882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -2413913.250000 Penalty: 941.718750
	Iteration 56Q: 3 clusters Score -2413913 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -2413928.000000 Penalty: 941.718750
	Iteration 57Q: 3 clusters Score -2413928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -2413943.500000 Penalty: 941.718750
	Iteration 58Q: 3 clusters Score -2413944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -2413948.000000 Penalty: 941.718750
	Iteration 59Q: 3 clusters Score -2413948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -2413946.750000 Penalty: 941.718750
	Iteration 60F: 3 clusters Score -2413947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -2413951.750000 Penalty: 941.718750
	Iteration 61Q: 3 clusters Score -2413952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -2413952.750000 Penalty: 941.718750
	Iteration 62Q: 3 clusters Score -2413953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -2413958.750000 Penalty: 941.718750
	Iteration 63Q: 3 clusters Score -2413959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -2413964.500000 Penalty: 941.718750
	Iteration 64Q: 3 clusters Score -2413964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -2413967.500000 Penalty: 941.718750
	Iteration 65Q: 3 clusters Score -2413968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -2413971.750000 Penalty: 941.718750
	Iteration 66Q: 3 clusters Score -2413972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -2413973.000000 Penalty: 941.718750
	Iteration 67Q: 3 clusters Score -2413973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2413976.000000 Penalty: 941.718750
	Iteration 68Q: 3 clusters Score -2413976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2413975.750000 Penalty: 941.718750
	Iteration 69Q: 3 clusters Score -2413976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2413980.750000 Penalty: 941.718750
	Iteration 70Q: 3 clusters Score -2413981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -2413983.000000 Penalty: 941.718750
	Iteration 71Q: 3 clusters Score -2413983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -2413980.750000 Penalty: 941.718750
	Iteration 72Q: 3 clusters Score -2413981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2413983.500000 Penalty: 941.718750
	Iteration 73Q: 3 clusters Score -2413984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -2413988.250000 Penalty: 941.718750
	Iteration 74Q: 3 clusters Score -2413988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2413987.750000 Penalty: 941.718750
	Iteration 75Q: 3 clusters Score -2413988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -2413988.000000 Penalty: 941.718750
	Iteration 76Q: 3 clusters Score -2413988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2413985.500000 Penalty: 941.718750
	Iteration 77Q: 3 clusters Score -2413986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -2413988.750000 Penalty: 941.718750
	Iteration 78Q: 3 clusters Score -2413989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2413989.250000 Penalty: 941.718750
	Iteration 79Q: 3 clusters Score -2413989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -2413988.000000 Penalty: 941.718750
	Iteration 80F: 3 clusters Score -2413988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2413992.000000 Penalty: 941.718750
	Iteration 81Q: 3 clusters Score -2413992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2413992.000000 Penalty: 941.718750
	Iteration 82F: 3 clusters Score -2413992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -212168.703125 Penalty: 362.888184
	Iteration 0F: 2 clusters Score -212168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -210150.250000 Penalty: 725.776367
	Iteration 0F: 3 clusters Score -210150.2 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -210863.015625 Penalty: 725.776367
	Iteration 1F: 3 clusters Score -210863 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -210976.593750 Penalty: 725.776367
	Iteration 2F: 3 clusters Score -210976.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211098.843750 Penalty: 725.776367
	Iteration 3F: 3 clusters Score -211098.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -211191.781250 Penalty: 725.776367
	Iteration 4F: 3 clusters Score -211191.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -211255.562500 Penalty: 725.776367
	Iteration 5Q: 3 clusters Score -211255.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -211307.765625 Penalty: 725.776367
	Iteration 6Q: 3 clusters Score -211307.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -211347.546875 Penalty: 725.776367
	Iteration 7Q: 3 clusters Score -211347.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -211394.359375 Penalty: 725.776367
	Iteration 8Q: 3 clusters Score -211394.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -211436.734375 Penalty: 725.776367
	Iteration 9Q: 3 clusters Score -211436.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -211468.968750 Penalty: 725.776367
	Iteration 10Q: 3 clusters Score -211469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -211500.156250 Penalty: 725.776367
	Iteration 11Q: 3 clusters Score -211500.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211526.500000 Penalty: 725.776367
	Iteration 12Q: 3 clusters Score -211526.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211550.734375 Penalty: 725.776367
	Iteration 13Q: 3 clusters Score -211550.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -211570.281250 Penalty: 725.776367
	Iteration 14Q: 3 clusters Score -211570.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -211591.031250 Penalty: 725.776367
	Iteration 15Q: 3 clusters Score -211591 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -211611.656250 Penalty: 725.776367
	Iteration 16Q: 3 clusters Score -211611.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -211635.140625 Penalty: 725.776367
	Iteration 17Q: 3 clusters Score -211635.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -211647.906250 Penalty: 725.776367
	Iteration 18Q: 3 clusters Score -211647.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211658.078125 Penalty: 725.776367
	Iteration 19Q: 3 clusters Score -211658.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -211664.890625 Penalty: 725.776367
	Iteration 20F: 3 clusters Score -211664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211670.796875 Penalty: 725.776367
	Iteration 21Q: 3 clusters Score -211670.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -211676.421875 Penalty: 725.776367
	Iteration 22Q: 3 clusters Score -211676.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -211682.359375 Penalty: 725.776367
	Iteration 23Q: 3 clusters Score -211682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -211684.984375 Penalty: 725.776367
	Iteration 24Q: 3 clusters Score -211685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211687.328125 Penalty: 725.776367
	Iteration 25Q: 3 clusters Score -211687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211689.171875 Penalty: 725.776367
	Iteration 26Q: 3 clusters Score -211689.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -211691.375000 Penalty: 725.776367
	Iteration 27Q: 3 clusters Score -211691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -211696.437500 Penalty: 725.776367
	Iteration 28Q: 3 clusters Score -211696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -211704.781250 Penalty: 725.776367
	Iteration 29Q: 3 clusters Score -211704.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211710.968750 Penalty: 725.776367
	Iteration 30Q: 3 clusters Score -211711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211714.125000 Penalty: 725.776367
	Iteration 31Q: 3 clusters Score -211714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -211716.203125 Penalty: 725.776367
	Iteration 32Q: 3 clusters Score -211716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -211719.812500 Penalty: 725.776367
	Iteration 33Q: 3 clusters Score -211719.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -211726.218750 Penalty: 725.776367
	Iteration 34Q: 3 clusters Score -211726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -211732.484375 Penalty: 725.776367
	Iteration 35Q: 3 clusters Score -211732.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -211740.359375 Penalty: 725.776367
	Iteration 36Q: 3 clusters Score -211740.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -211747.312500 Penalty: 725.776367
	Iteration 37Q: 3 clusters Score -211747.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211755.437500 Penalty: 725.776367
	Iteration 38Q: 3 clusters Score -211755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211760.796875 Penalty: 725.776367
	Iteration 39Q: 3 clusters Score -211760.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -211767.359375 Penalty: 725.776367
	Iteration 40F: 3 clusters Score -211767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -211775.109375 Penalty: 725.776367
	Iteration 41Q: 3 clusters Score -211775.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -211780.718750 Penalty: 725.776367
	Iteration 42Q: 3 clusters Score -211780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -211786.515625 Penalty: 725.776367
	Iteration 43Q: 3 clusters Score -211786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -211791.921875 Penalty: 725.776367
	Iteration 44Q: 3 clusters Score -211791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -211794.718750 Penalty: 725.776367
	Iteration 45Q: 3 clusters Score -211794.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -211797.109375 Penalty: 725.776367
	Iteration 46Q: 3 clusters Score -211797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -211800.531250 Penalty: 725.776367
	Iteration 47Q: 3 clusters Score -211800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -211801.578125 Penalty: 725.776367
	Iteration 48Q: 3 clusters Score -211801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -211803.593750 Penalty: 725.776367
	Iteration 49Q: 3 clusters Score -211803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -211805.406250 Penalty: 725.776367
	Iteration 50Q: 3 clusters Score -211805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -211806.531250 Penalty: 725.776367
	Iteration 51Q: 3 clusters Score -211806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -211808.953125 Penalty: 725.776367
	Iteration 52Q: 3 clusters Score -211809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -211813.984375 Penalty: 725.776367
	Iteration 53Q: 3 clusters Score -211814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -211822.718750 Penalty: 725.776367
	Iteration 54Q: 3 clusters Score -211822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -211835.171875 Penalty: 725.776367
	Iteration 55Q: 3 clusters Score -211835.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -211860.578125 Penalty: 725.776367
	Iteration 56Q: 3 clusters Score -211860.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -211883.093750 Penalty: 725.776367
	Iteration 57Q: 3 clusters Score -211883.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -211898.265625 Penalty: 725.776367
	Iteration 58Q: 3 clusters Score -211898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -211912.359375 Penalty: 725.776367
	Iteration 59Q: 3 clusters Score -211912.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -211923.296875 Penalty: 725.776367
	Iteration 60F: 3 clusters Score -211923.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -211934.703125 Penalty: 725.776367
	Iteration 61Q: 3 clusters Score -211934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -211947.312500 Penalty: 725.776367
	Iteration 62Q: 3 clusters Score -211947.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -211960.468750 Penalty: 725.776367
	Iteration 63Q: 3 clusters Score -211960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -211969.453125 Penalty: 725.776367
	Iteration 64Q: 3 clusters Score -211969.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -211983.062500 Penalty: 725.776367
	Iteration 65Q: 3 clusters Score -211983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -211990.031250 Penalty: 725.776367
	Iteration 66Q: 3 clusters Score -211990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -212001.140625 Penalty: 725.776367
	Iteration 67Q: 3 clusters Score -212001.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -212007.000000 Penalty: 725.776367
	Iteration 68Q: 3 clusters Score -212007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -212010.375000 Penalty: 725.776367
	Iteration 69Q: 3 clusters Score -212010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -212014.796875 Penalty: 725.776367
	Iteration 70Q: 3 clusters Score -212014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -212023.671875 Penalty: 725.776367
	Iteration 71Q: 3 clusters Score -212023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -212028.687500 Penalty: 725.776367
	Iteration 72Q: 3 clusters Score -212028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -212037.437500 Penalty: 725.776367
	Iteration 73Q: 3 clusters Score -212037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -212039.828125 Penalty: 725.776367
	Iteration 74Q: 3 clusters Score -212039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -212043.421875 Penalty: 725.776367
	Iteration 75Q: 3 clusters Score -212043.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -212047.515625 Penalty: 725.776367
	Iteration 76Q: 3 clusters Score -212047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -212048.343750 Penalty: 725.776367
	Iteration 77Q: 3 clusters Score -212048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -212048.781250 Penalty: 725.776367
	Iteration 78Q: 3 clusters Score -212048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -212048.781250 Penalty: 725.776367
	Iteration 79F: 3 clusters Score -212048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -3698.724121 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -3698.724 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 119 members 
Entering Unmasked Estep 
Score: -3407.673096 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -3407.673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3534.183350 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -3534.183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3586.843750 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -3586.844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -3626.624512 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -3626.625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3644.410645 Penalty: 491.643646
	Iteration 4F: 3 clusters Score -3644.411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3661.638184 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -3661.638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3675.310303 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -3675.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3678.244873 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -3678.245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3678.777344 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -3678.777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3678.777344 Penalty: 491.643646
	Iteration 9F: 3 clusters Score -3678.777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -48644.148438 Penalty: 297.943970
	Iteration 0F: 2 clusters Score -48644.15 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 345 members 
Entering Unmasked Estep 
Score: -48014.375000 Penalty: 595.887939
	Iteration 0F: 3 clusters Score -48014.38 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48291.304688 Penalty: 595.887939
	Iteration 1F: 3 clusters Score -48291.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -48408.699219 Penalty: 595.887939
	Iteration 2F: 3 clusters Score -48408.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -48472.316406 Penalty: 595.887939
	Iteration 3F: 3 clusters Score -48472.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48509.125000 Penalty: 595.887939
	Iteration 4F: 3 clusters Score -48509.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -48528.636719 Penalty: 595.887939
	Iteration 5Q: 3 clusters Score -48528.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48539.843750 Penalty: 595.887939
	Iteration 6Q: 3 clusters Score -48539.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48547.964844 Penalty: 595.887939
	Iteration 7Q: 3 clusters Score -48547.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48556.839844 Penalty: 595.887939
	Iteration 8Q: 3 clusters Score -48556.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48564.480469 Penalty: 595.887939
	Iteration 9Q: 3 clusters Score -48564.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48572.253906 Penalty: 595.887939
	Iteration 10Q: 3 clusters Score -48572.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48577.449219 Penalty: 595.887939
	Iteration 11Q: 3 clusters Score -48577.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48579.867188 Penalty: 595.887939
	Iteration 12Q: 3 clusters Score -48579.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48582.902344 Penalty: 595.887939
	Iteration 13Q: 3 clusters Score -48582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48585.289062 Penalty: 595.887939
	Iteration 14Q: 3 clusters Score -48585.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48585.621094 Penalty: 595.887939
	Iteration 15Q: 3 clusters Score -48585.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -48585.621094 Penalty: 595.887939
	Iteration 16F: 3 clusters Score -48585.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Entering Unmasked Estep 
Score: -2456952.250000 Penalty: 469.309906
	Iteration 0F: 2 clusters Score -2456952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2438832.750000 Penalty: 938.619812
	Iteration 0F: 3 clusters Score -2438833 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2447467.250000 Penalty: 938.619812
	Iteration 1F: 3 clusters Score -2447467 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2447996.750000 Penalty: 938.619812
	Iteration 2Q: 3 clusters Score -2447997 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2448811.250000 Penalty: 938.619812
	Iteration 3F: 3 clusters Score -2448811 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2449726.250000 Penalty: 938.619812
	Iteration 4F: 3 clusters Score -2449726 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -2451033.250000 Penalty: 938.619812
	Iteration 5F: 3 clusters Score -2451033 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2452654.750000 Penalty: 938.619812
	Iteration 6F: 3 clusters Score -2452655 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -2454372.250000 Penalty: 938.619812
	Iteration 7F: 3 clusters Score -2454372 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -2455688.750000 Penalty: 938.619812
	Iteration 8Q: 3 clusters Score -2455689 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -2456277.500000 Penalty: 938.619812
	Iteration 9Q: 3 clusters Score -2456278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -2456426.750000 Penalty: 938.619812
	Iteration 10Q: 3 clusters Score -2456427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -2456466.000000 Penalty: 938.619812
	Iteration 11Q: 3 clusters Score -2456466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -2456488.750000 Penalty: 938.619812
	Iteration 12Q: 3 clusters Score -2456489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -2456506.500000 Penalty: 938.619812
	Iteration 13Q: 3 clusters Score -2456506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -2456513.000000 Penalty: 938.619812
	Iteration 14Q: 3 clusters Score -2456513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -2456521.500000 Penalty: 938.619812
	Iteration 15Q: 3 clusters Score -2456522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -2456531.500000 Penalty: 938.619812
	Iteration 16Q: 3 clusters Score -2456532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -2456537.750000 Penalty: 938.619812
	Iteration 17Q: 3 clusters Score -2456538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2456538.250000 Penalty: 938.619812
	Iteration 18Q: 3 clusters Score -2456538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2456538.250000 Penalty: 938.619812
	Iteration 19F: 3 clusters Score -2456538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -43751.425781 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -43751.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43187.628906 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -43187.63 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43345.062500 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -43345.06 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -43401.250000 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -43401.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43440.949219 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -43440.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43482.136719 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -43482.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43507.238281 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -43507.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43523.375000 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -43523.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43532.523438 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -43532.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -43535.742188 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -43535.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -43537.402344 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -43537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43539.738281 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -43539.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43540.882812 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -43540.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -43541.792969 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -43541.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43542.394531 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -43542.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43542.429688 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -43542.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43543.656250 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -43543.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -43544.277344 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -43544.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43544.414062 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -43544.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43544.621094 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -43544.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -43546.363281 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -43546.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43547.308594 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -43547.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43548.335938 Penalty: 590.793823
	Iteration 21Q: 3 clusters Score -43548.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43548.621094 Penalty: 590.793823
	Iteration 22Q: 3 clusters Score -43548.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -43548.757812 Penalty: 590.793823
	Iteration 23Q: 3 clusters Score -43548.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43549.433594 Penalty: 590.793823
	Iteration 24Q: 3 clusters Score -43549.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43549.605469 Penalty: 590.793823
	Iteration 25Q: 3 clusters Score -43549.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43549.605469 Penalty: 590.793823
	Iteration 26F: 3 clusters Score -43549.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 125 members 
Entering Unmasked Estep 
Score: -16726.183594 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16726.18 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16784.007812 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16784.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16803.886719 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16803.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16820.865234 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16820.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16833.642578 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16833.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16838.630859 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16838.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16841.886719 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16841.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16843.947266 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16843.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16845.335938 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16845.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -16845.335938 Penalty: 500.985168
	Iteration 9F: 3 clusters Score -16845.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Entering Unmasked Estep 
Score: -1054934.875000 Penalty: 434.629547
	Iteration 0F: 2 clusters Score -1054935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1045629.937500 Penalty: 869.259094
	Iteration 0F: 3 clusters Score -1045630 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1049292.125000 Penalty: 869.259094
	Iteration 1F: 3 clusters Score -1049292 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1049545.625000 Penalty: 869.259094
	Iteration 2F: 3 clusters Score -1049546 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1049797.250000 Penalty: 869.259094
	Iteration 3Q: 3 clusters Score -1049797 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1050100.000000 Penalty: 869.259094
	Iteration 4Q: 3 clusters Score -1050100 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1050470.375000 Penalty: 869.259094
	Iteration 5F: 3 clusters Score -1050470 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1050916.125000 Penalty: 869.259094
	Iteration 6F: 3 clusters Score -1050916 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1051432.000000 Penalty: 869.259094
	Iteration 7F: 3 clusters Score -1051432 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1051946.375000 Penalty: 869.259094
	Iteration 8F: 3 clusters Score -1051946 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1052346.125000 Penalty: 869.259094
	Iteration 9Q: 3 clusters Score -1052346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1052565.500000 Penalty: 869.259094
	Iteration 10Q: 3 clusters Score -1052566 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1052691.875000 Penalty: 869.259094
	Iteration 11Q: 3 clusters Score -1052692 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1052798.625000 Penalty: 869.259094
	Iteration 12Q: 3 clusters Score -1052799 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1052910.125000 Penalty: 869.259094
	Iteration 13Q: 3 clusters Score -1052910 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1053055.875000 Penalty: 869.259094
	Iteration 14Q: 3 clusters Score -1053056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1053235.125000 Penalty: 869.259094
	Iteration 15Q: 3 clusters Score -1053235 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1053447.875000 Penalty: 869.259094
	Iteration 16Q: 3 clusters Score -1053448 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1053654.750000 Penalty: 869.259094
	Iteration 17Q: 3 clusters Score -1053655 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1053851.375000 Penalty: 869.259094
	Iteration 18Q: 3 clusters Score -1053851 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1054022.750000 Penalty: 869.259094
	Iteration 19Q: 3 clusters Score -1054023 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1054181.375000 Penalty: 869.259094
	Iteration 20F: 3 clusters Score -1054181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1054318.125000 Penalty: 869.259094
	Iteration 21Q: 3 clusters Score -1054318 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1054398.875000 Penalty: 869.259094
	Iteration 22Q: 3 clusters Score -1054399 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1054444.625000 Penalty: 869.259094
	Iteration 23Q: 3 clusters Score -1054445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1054476.625000 Penalty: 869.259094
	Iteration 24Q: 3 clusters Score -1054477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1054504.750000 Penalty: 869.259094
	Iteration 25Q: 3 clusters Score -1054505 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1054531.750000 Penalty: 869.259094
	Iteration 26Q: 3 clusters Score -1054532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1054555.125000 Penalty: 869.259094
	Iteration 27Q: 3 clusters Score -1054555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1054571.500000 Penalty: 869.259094
	Iteration 28Q: 3 clusters Score -1054572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1054589.625000 Penalty: 869.259094
	Iteration 29Q: 3 clusters Score -1054590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1054611.250000 Penalty: 869.259094
	Iteration 30Q: 3 clusters Score -1054611 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1054636.875000 Penalty: 869.259094
	Iteration 31Q: 3 clusters Score -1054637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1054659.375000 Penalty: 869.259094
	Iteration 32Q: 3 clusters Score -1054659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1054677.125000 Penalty: 869.259094
	Iteration 33Q: 3 clusters Score -1054677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1054688.250000 Penalty: 869.259094
	Iteration 34Q: 3 clusters Score -1054688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1054701.500000 Penalty: 869.259094
	Iteration 35Q: 3 clusters Score -1054702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1054707.625000 Penalty: 869.259094
	Iteration 36Q: 3 clusters Score -1054708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1054710.000000 Penalty: 869.259094
	Iteration 37Q: 3 clusters Score -1054710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1054711.500000 Penalty: 869.259094
	Iteration 38Q: 3 clusters Score -1054712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1054713.125000 Penalty: 869.259094
	Iteration 39Q: 3 clusters Score -1054713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1054715.875000 Penalty: 869.259094
	Iteration 40F: 3 clusters Score -1054716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1054718.500000 Penalty: 869.259094
	Iteration 41Q: 3 clusters Score -1054718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1054718.125000 Penalty: 869.259094
	Iteration 42Q: 3 clusters Score -1054718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1054718.375000 Penalty: 869.259094
	Iteration 43Q: 3 clusters Score -1054718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1054717.875000 Penalty: 869.259094
	Iteration 44Q: 3 clusters Score -1054718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1054720.125000 Penalty: 869.259094
	Iteration 45Q: 3 clusters Score -1054720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1054719.125000 Penalty: 869.259094
	Iteration 46Q: 3 clusters Score -1054719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1054720.000000 Penalty: 869.259094
	Iteration 47Q: 3 clusters Score -1054720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1054720.750000 Penalty: 869.259094
	Iteration 48Q: 3 clusters Score -1054721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1054720.125000 Penalty: 869.259094
	Iteration 49Q: 3 clusters Score -1054720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1054720.125000 Penalty: 869.259094
	Iteration 50Q: 3 clusters Score -1054720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1054721.000000 Penalty: 869.259094
	Iteration 51Q: 3 clusters Score -1054721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1054721.000000 Penalty: 869.259094
	Iteration 52F: 3 clusters Score -1054721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -210599.015625 Penalty: 361.667603
	Iteration 0F: 2 clusters Score -210599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -208619.296875 Penalty: 723.335205
	Iteration 0F: 3 clusters Score -208619.3 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -209248.796875 Penalty: 723.335205
	Iteration 1F: 3 clusters Score -209248.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209379.031250 Penalty: 723.335205
	Iteration 2F: 3 clusters Score -209379 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -209521.406250 Penalty: 723.335205
	Iteration 3F: 3 clusters Score -209521.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -209677.203125 Penalty: 723.335205
	Iteration 4F: 3 clusters Score -209677.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -209859.031250 Penalty: 723.335205
	Iteration 5F: 3 clusters Score -209859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -210006.546875 Penalty: 723.335205
	Iteration 6F: 3 clusters Score -210006.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -210088.687500 Penalty: 723.335205
	Iteration 7Q: 3 clusters Score -210088.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -210156.312500 Penalty: 723.335205
	Iteration 8Q: 3 clusters Score -210156.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -210219.312500 Penalty: 723.335205
	Iteration 9Q: 3 clusters Score -210219.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -210269.015625 Penalty: 723.335205
	Iteration 10Q: 3 clusters Score -210269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -210303.046875 Penalty: 723.335205
	Iteration 11Q: 3 clusters Score -210303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -210331.359375 Penalty: 723.335205
	Iteration 12Q: 3 clusters Score -210331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -210344.203125 Penalty: 723.335205
	Iteration 13Q: 3 clusters Score -210344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -210350.562500 Penalty: 723.335205
	Iteration 14Q: 3 clusters Score -210350.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -210352.828125 Penalty: 723.335205
	Iteration 15Q: 3 clusters Score -210352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -210355.156250 Penalty: 723.335205
	Iteration 16Q: 3 clusters Score -210355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -210356.031250 Penalty: 723.335205
	Iteration 17Q: 3 clusters Score -210356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -210356.031250 Penalty: 723.335205
	Iteration 18F: 3 clusters Score -210356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -118030.757812 Penalty: 336.421478
	Iteration 0F: 2 clusters Score -118030.8 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 830 members 
Entering Unmasked Estep 
Score: -116810.804688 Penalty: 672.842957
	Iteration 0F: 3 clusters Score -116810.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -117225.898438 Penalty: 672.842957
	Iteration 1F: 3 clusters Score -117225.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -117298.390625 Penalty: 672.842957
	Iteration 2F: 3 clusters Score -117298.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -117359.476562 Penalty: 672.842957
	Iteration 3F: 3 clusters Score -117359.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -117418.343750 Penalty: 672.842957
	Iteration 4F: 3 clusters Score -117418.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -117463.250000 Penalty: 672.842957
	Iteration 5Q: 3 clusters Score -117463.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -117497.578125 Penalty: 672.842957
	Iteration 6Q: 3 clusters Score -117497.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -117517.804688 Penalty: 672.842957
	Iteration 7Q: 3 clusters Score -117517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -117540.062500 Penalty: 672.842957
	Iteration 8Q: 3 clusters Score -117540.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -117567.882812 Penalty: 672.842957
	Iteration 9Q: 3 clusters Score -117567.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -117594.929688 Penalty: 672.842957
	Iteration 10Q: 3 clusters Score -117594.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -117618.414062 Penalty: 672.842957
	Iteration 11Q: 3 clusters Score -117618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -117636.875000 Penalty: 672.842957
	Iteration 12Q: 3 clusters Score -117636.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -117660.140625 Penalty: 672.842957
	Iteration 13Q: 3 clusters Score -117660.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -117678.773438 Penalty: 672.842957
	Iteration 14Q: 3 clusters Score -117678.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -117692.351562 Penalty: 672.842957
	Iteration 15Q: 3 clusters Score -117692.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -117704.640625 Penalty: 672.842957
	Iteration 16Q: 3 clusters Score -117704.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -117721.617188 Penalty: 672.842957
	Iteration 17Q: 3 clusters Score -117721.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -117742.703125 Penalty: 672.842957
	Iteration 18Q: 3 clusters Score -117742.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -117759.109375 Penalty: 672.842957
	Iteration 19Q: 3 clusters Score -117759.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -117772.679688 Penalty: 672.842957
	Iteration 20F: 3 clusters Score -117772.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -117790.234375 Penalty: 672.842957
	Iteration 21Q: 3 clusters Score -117790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -117798.718750 Penalty: 672.842957
	Iteration 22Q: 3 clusters Score -117798.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -117805.320312 Penalty: 672.842957
	Iteration 23Q: 3 clusters Score -117805.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -117809.460938 Penalty: 672.842957
	Iteration 24Q: 3 clusters Score -117809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -117812.195312 Penalty: 672.842957
	Iteration 25Q: 3 clusters Score -117812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -117819.585938 Penalty: 672.842957
	Iteration 26Q: 3 clusters Score -117819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -117822.109375 Penalty: 672.842957
	Iteration 27Q: 3 clusters Score -117822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -117823.234375 Penalty: 672.842957
	Iteration 28Q: 3 clusters Score -117823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -117823.703125 Penalty: 672.842957
	Iteration 29Q: 3 clusters Score -117823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -117823.703125 Penalty: 672.842957
	Iteration 30F: 3 clusters Score -117823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -57576.546875 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -57576.55 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 409 members 
Entering Unmasked Estep 
Score: -56834.921875 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -56834.92 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57087.738281 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -57087.74 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57149.820312 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -57149.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57200.179688 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -57200.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57239.785156 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -57239.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57260.808594 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -57260.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57273.941406 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -57273.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57286.730469 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -57286.73 nChanged 12
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: -57301.437500 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -57301.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57309.777344 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -57309.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57315.976562 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -57315.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57323.390625 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -57323.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57332.632812 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -57332.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57335.128906 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -57335.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57336.699219 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -57336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57343.625000 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -57343.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57348.585938 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -57348.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57351.171875 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -57351.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57351.402344 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -57351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57351.402344 Penalty: 614.880859
	Iteration 19F: 3 clusters Score -57351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Entering Unmasked Estep 
Score: -1800739.250000 Penalty: 456.550476
	Iteration 0F: 2 clusters Score -1800739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1785497.000000 Penalty: 913.100952
	Iteration 0F: 3 clusters Score -1785497 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1791775.125000 Penalty: 913.100952
	Iteration 1F: 3 clusters Score -1791775 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1791981.875000 Penalty: 913.100952
	Iteration 2Q: 3 clusters Score -1791982 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1792246.750000 Penalty: 913.100952
	Iteration 3Q: 3 clusters Score -1792247 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1792649.000000 Penalty: 913.100952
	Iteration 4Q: 3 clusters Score -1792649 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1793294.000000 Penalty: 913.100952
	Iteration 5F: 3 clusters Score -1793294 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1794346.625000 Penalty: 913.100952
	Iteration 6F: 3 clusters Score -1794347 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1796007.500000 Penalty: 913.100952
	Iteration 7F: 3 clusters Score -1796008 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1797929.500000 Penalty: 913.100952
	Iteration 8F: 3 clusters Score -1797930 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1799389.750000 Penalty: 913.100952
	Iteration 9F: 3 clusters Score -1799390 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1800054.750000 Penalty: 913.100952
	Iteration 10Q: 3 clusters Score -1800055 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1800251.750000 Penalty: 913.100952
	Iteration 11Q: 3 clusters Score -1800252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1800319.125000 Penalty: 913.100952
	Iteration 12Q: 3 clusters Score -1800319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1800341.500000 Penalty: 913.100952
	Iteration 13Q: 3 clusters Score -1800342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1800351.500000 Penalty: 913.100952
	Iteration 14Q: 3 clusters Score -1800352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1800355.500000 Penalty: 913.100952
	Iteration 15Q: 3 clusters Score -1800356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1800360.625000 Penalty: 913.100952
	Iteration 16Q: 3 clusters Score -1800361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1800363.125000 Penalty: 913.100952
	Iteration 17Q: 3 clusters Score -1800363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1800369.625000 Penalty: 913.100952
	Iteration 18Q: 3 clusters Score -1800370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1800369.625000 Penalty: 913.100952
	Iteration 19F: 3 clusters Score -1800370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Entering Unmasked Estep 
Score: -410886.125000 Penalty: 388.102020
	Iteration 0F: 2 clusters Score -410886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -407515.250000 Penalty: 776.204041
	Iteration 0F: 3 clusters Score -407515.2 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -408719.437500 Penalty: 776.204041
	Iteration 1F: 3 clusters Score -408719.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -408836.937500 Penalty: 776.204041
	Iteration 2F: 3 clusters Score -408836.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -408975.906250 Penalty: 776.204041
	Iteration 3F: 3 clusters Score -408975.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -409151.593750 Penalty: 776.204041
	Iteration 4F: 3 clusters Score -409151.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -409368.531250 Penalty: 776.204041
	Iteration 5F: 3 clusters Score -409368.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -409585.218750 Penalty: 776.204041
	Iteration 6F: 3 clusters Score -409585.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -409825.500000 Penalty: 776.204041
	Iteration 7F: 3 clusters Score -409825.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -410073.937500 Penalty: 776.204041
	Iteration 8F: 3 clusters Score -410073.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -410243.312500 Penalty: 776.204041
	Iteration 9Q: 3 clusters Score -410243.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -410338.781250 Penalty: 776.204041
	Iteration 10Q: 3 clusters Score -410338.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -410396.750000 Penalty: 776.204041
	Iteration 11Q: 3 clusters Score -410396.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -410434.281250 Penalty: 776.204041
	Iteration 12Q: 3 clusters Score -410434.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -410457.718750 Penalty: 776.204041
	Iteration 13Q: 3 clusters Score -410457.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -410483.781250 Penalty: 776.204041
	Iteration 14Q: 3 clusters Score -410483.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -410502.406250 Penalty: 776.204041
	Iteration 15Q: 3 clusters Score -410502.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -410516.437500 Penalty: 776.204041
	Iteration 16Q: 3 clusters Score -410516.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -410525.937500 Penalty: 776.204041
	Iteration 17Q: 3 clusters Score -410525.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -410532.468750 Penalty: 776.204041
	Iteration 18Q: 3 clusters Score -410532.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -410538.062500 Penalty: 776.204041
	Iteration 19Q: 3 clusters Score -410538.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -410541.812500 Penalty: 776.204041
	Iteration 20F: 3 clusters Score -410541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -410543.937500 Penalty: 776.204041
	Iteration 21Q: 3 clusters Score -410543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -410549.062500 Penalty: 776.204041
	Iteration 22Q: 3 clusters Score -410549.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -410549.562500 Penalty: 776.204041
	Iteration 23Q: 3 clusters Score -410549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -410552.000000 Penalty: 776.204041
	Iteration 24Q: 3 clusters Score -410552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -410553.343750 Penalty: 776.204041
	Iteration 25Q: 3 clusters Score -410553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -410555.406250 Penalty: 776.204041
	Iteration 26Q: 3 clusters Score -410555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -410557.343750 Penalty: 776.204041
	Iteration 27Q: 3 clusters Score -410557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -410559.156250 Penalty: 776.204041
	Iteration 28Q: 3 clusters Score -410559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -410558.531250 Penalty: 776.204041
	Iteration 29Q: 3 clusters Score -410558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -410559.000000 Penalty: 776.204041
	Iteration 30Q: 3 clusters Score -410559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -410559.000000 Penalty: 776.204041
	Iteration 31F: 3 clusters Score -410559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -66927.632812 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -66927.63 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 431 members 
Entering Unmasked Estep 
Score: -66194.578125 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -66194.58 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66373.796875 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -66373.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66412.515625 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -66412.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66443.015625 Penalty: 616.350342
	Iteration 3Q: 3 clusters Score -66443.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66468.789062 Penalty: 616.350342
	Iteration 4F: 3 clusters Score -66468.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66487.625000 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -66487.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66496.843750 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -66496.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66508.718750 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -66508.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66515.195312 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -66515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66522.875000 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -66522.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66526.031250 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -66526.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66528.054688 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -66528.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66528.671875 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -66528.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66529.796875 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -66529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66531.039062 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -66531.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66533.195312 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -66533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66539.742188 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -66539.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66548.453125 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -66548.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66554.234375 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -66554.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66560.414062 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -66560.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66563.515625 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -66563.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66565.578125 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -66565.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66567.921875 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -66567.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66568.289062 Penalty: 616.350342
	Iteration 23Q: 3 clusters Score -66568.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66568.554688 Penalty: 616.350342
	Iteration 24Q: 3 clusters Score -66568.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66568.757812 Penalty: 616.350342
	Iteration 25Q: 3 clusters Score -66568.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66569.078125 Penalty: 616.350342
	Iteration 26Q: 3 clusters Score -66569.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66569.718750 Penalty: 616.350342
	Iteration 27Q: 3 clusters Score -66569.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66570.039062 Penalty: 616.350342
	Iteration 28Q: 3 clusters Score -66570.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -66570.039062 Penalty: 616.350342
	Iteration 29F: 3 clusters Score -66570.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12658.475586 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12658.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12370.174805 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12370.17 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12503.722656 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12503.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12536.688477 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12536.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12553.922852 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -12553.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12559.549805 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12559.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12575.550781 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12575.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12587.298828 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12604.081055 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -12604.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12621.667969 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -12621.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12638.777344 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -12638.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12646.580078 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -12646.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12650.716797 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -12650.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12650.716797 Penalty: 498.738159
	Iteration 12F: 3 clusters Score -12650.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (32413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Entering Unmasked Estep 
Score: -2538121.000000 Penalty: 472.577301
	Iteration 0F: 2 clusters Score -2538121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2516721.250000 Penalty: 945.154602
	Iteration 0F: 3 clusters Score -2516721 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2527272.250000 Penalty: 945.154602
	Iteration 1F: 3 clusters Score -2527272 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2529373.750000 Penalty: 945.154602
	Iteration 2F: 3 clusters Score -2529374 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2531814.500000 Penalty: 945.154602
	Iteration 3F: 3 clusters Score -2531814 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2533641.500000 Penalty: 945.154602
	Iteration 4F: 3 clusters Score -2533642 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2534632.000000 Penalty: 945.154602
	Iteration 5F: 3 clusters Score -2534632 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2535071.250000 Penalty: 945.154602
	Iteration 6Q: 3 clusters Score -2535071 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2535320.250000 Penalty: 945.154602
	Iteration 7Q: 3 clusters Score -2535320 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2535468.500000 Penalty: 945.154602
	Iteration 8Q: 3 clusters Score -2535468 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2535582.750000 Penalty: 945.154602
	Iteration 9Q: 3 clusters Score -2535583 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2535723.500000 Penalty: 945.154602
	Iteration 10Q: 3 clusters Score -2535724 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2535848.250000 Penalty: 945.154602
	Iteration 11Q: 3 clusters Score -2535848 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2535991.500000 Penalty: 945.154602
	Iteration 12Q: 3 clusters Score -2535992 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2536159.000000 Penalty: 945.154602
	Iteration 13Q: 3 clusters Score -2536159 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -2536321.000000 Penalty: 945.154602
	Iteration 14Q: 3 clusters Score -2536321 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -2536491.000000 Penalty: 945.154602
	Iteration 15Q: 3 clusters Score -2536491 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2536658.750000 Penalty: 945.154602
	Iteration 16Q: 3 clusters Score -2536659 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2536827.500000 Penalty: 945.154602
	Iteration 17Q: 3 clusters Score -2536828 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -2536958.250000 Penalty: 945.154602
	Iteration 18Q: 3 clusters Score -2536958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2537069.250000 Penalty: 945.154602
	Iteration 19Q: 3 clusters Score -2537069 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -2537167.250000 Penalty: 945.154602
	Iteration 20F: 3 clusters Score -2537167 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -2537254.500000 Penalty: 945.154602
	Iteration 21Q: 3 clusters Score -2537254 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -2537314.500000 Penalty: 945.154602
	Iteration 22Q: 3 clusters Score -2537314 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2537388.750000 Penalty: 945.154602
	Iteration 23Q: 3 clusters Score -2537389 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -2537437.250000 Penalty: 945.154602
	Iteration 24Q: 3 clusters Score -2537437 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -2537460.000000 Penalty: 945.154602
	Iteration 25Q: 3 clusters Score -2537460 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -2537510.250000 Penalty: 945.154602
	Iteration 26Q: 3 clusters Score -2537510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -2537537.250000 Penalty: 945.154602
	Iteration 27Q: 3 clusters Score -2537537 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2537569.250000 Penalty: 945.154602
	Iteration 28Q: 3 clusters Score -2537569 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -2537596.000000 Penalty: 945.154602
	Iteration 29Q: 3 clusters Score -2537596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2537615.750000 Penalty: 945.154602
	Iteration 30Q: 3 clusters Score -2537616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2537644.750000 Penalty: 945.154602
	Iteration 31Q: 3 clusters Score -2537645 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -2537664.250000 Penalty: 945.154602
	Iteration 32Q: 3 clusters Score -2537664 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -2537673.500000 Penalty: 945.154602
	Iteration 33Q: 3 clusters Score -2537674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -2537672.500000 Penalty: 945.154602
	Iteration 34Q: 3 clusters Score -2537672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -2537682.000000 Penalty: 945.154602
	Iteration 35Q: 3 clusters Score -2537682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -2537686.500000 Penalty: 945.154602
	Iteration 36Q: 3 clusters Score -2537686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -2537701.250000 Penalty: 945.154602
	Iteration 37Q: 3 clusters Score -2537701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -2537710.000000 Penalty: 945.154602
	Iteration 38Q: 3 clusters Score -2537710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -2537708.500000 Penalty: 945.154602
	Iteration 39Q: 3 clusters Score -2537708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -2537717.500000 Penalty: 945.154602
	Iteration 40F: 3 clusters Score -2537718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -2537726.500000 Penalty: 945.154602
	Iteration 41Q: 3 clusters Score -2537726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2537726.250000 Penalty: 945.154602
	Iteration 42Q: 3 clusters Score -2537726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -2537713.500000 Penalty: 945.154602
	Iteration 43Q: 3 clusters Score -2537714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -2537717.250000 Penalty: 945.154602
	Iteration 44Q: 3 clusters Score -2537717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -2537720.750000 Penalty: 945.154602
	Iteration 45Q: 3 clusters Score -2537721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2537725.000000 Penalty: 945.154602
	Iteration 46Q: 3 clusters Score -2537725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -2537737.500000 Penalty: 945.154602
	Iteration 47Q: 3 clusters Score -2537738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -2537748.250000 Penalty: 945.154602
	Iteration 48Q: 3 clusters Score -2537748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -2537759.000000 Penalty: 945.154602
	Iteration 49Q: 3 clusters Score -2537759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -2537758.750000 Penalty: 945.154602
	Iteration 50Q: 3 clusters Score -2537759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -2537763.500000 Penalty: 945.154602
	Iteration 51Q: 3 clusters Score -2537764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -2537768.750000 Penalty: 945.154602
	Iteration 52Q: 3 clusters Score -2537769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -2537777.000000 Penalty: 945.154602
	Iteration 53Q: 3 clusters Score -2537777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -2537783.000000 Penalty: 945.154602
	Iteration 54Q: 3 clusters Score -2537783 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -2537789.500000 Penalty: 945.154602
	Iteration 55Q: 3 clusters Score -2537790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -2537807.750000 Penalty: 945.154602
	Iteration 56Q: 3 clusters Score -2537808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -2537808.750000 Penalty: 945.154602
	Iteration 57Q: 3 clusters Score -2537809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2537817.500000 Penalty: 945.154602
	Iteration 58Q: 3 clusters Score -2537818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -2537822.750000 Penalty: 945.154602
	Iteration 59Q: 3 clusters Score -2537823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -2537820.750000 Penalty: 945.154602
	Iteration 60F: 3 clusters Score -2537821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -2537824.250000 Penalty: 945.154602
	Iteration 61Q: 3 clusters Score -2537824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -2537835.250000 Penalty: 945.154602
	Iteration 62Q: 3 clusters Score -2537835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -2537842.000000 Penalty: 945.154602
	Iteration 63Q: 3 clusters Score -2537842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -2537850.000000 Penalty: 945.154602
	Iteration 64Q: 3 clusters Score -2537850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -2537850.750000 Penalty: 945.154602
	Iteration 65Q: 3 clusters Score -2537851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -2537852.500000 Penalty: 945.154602
	Iteration 66Q: 3 clusters Score -2537852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -2537849.500000 Penalty: 945.154602
	Iteration 67Q: 3 clusters Score -2537850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -2537853.000000 Penalty: 945.154602
	Iteration 68Q: 3 clusters Score -2537853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -2537848.500000 Penalty: 945.154602
	Iteration 69Q: 3 clusters Score -2537848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -2537847.500000 Penalty: 945.154602
	Iteration 70Q: 3 clusters Score -2537848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -2537855.500000 Penalty: 945.154602
	Iteration 71Q: 3 clusters Score -2537856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -2537854.750000 Penalty: 945.154602
	Iteration 72Q: 3 clusters Score -2537855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -2537854.250000 Penalty: 945.154602
	Iteration 73Q: 3 clusters Score -2537854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -2537854.000000 Penalty: 945.154602
	Iteration 74Q: 3 clusters Score -2537854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -2537856.750000 Penalty: 945.154602
	Iteration 75Q: 3 clusters Score -2537857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -2537857.250000 Penalty: 945.154602
	Iteration 76Q: 3 clusters Score -2537857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -2537859.000000 Penalty: 945.154602
	Iteration 77Q: 3 clusters Score -2537859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -2537860.000000 Penalty: 945.154602
	Iteration 78Q: 3 clusters Score -2537860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -2537859.500000 Penalty: 945.154602
	Iteration 79Q: 3 clusters Score -2537860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -2537862.000000 Penalty: 945.154602
	Iteration 80F: 3 clusters Score -2537862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -2537857.250000 Penalty: 945.154602
	Iteration 81Q: 3 clusters Score -2537857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2537857.250000 Penalty: 945.154602
	Iteration 82Q: 3 clusters Score -2537857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -2537857.250000 Penalty: 945.154602
	Iteration 83F: 3 clusters Score -2537857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -11655.437500 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -11655.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11265.627930 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -11265.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11461.602539 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -11461.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11512.426758 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -11512.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11532.525391 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -11532.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11547.092773 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -11547.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11548.532227 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -11548.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11549.635742 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -11549.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11550.571289 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -11550.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11555.099609 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -11555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11558.194336 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -11558.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11564.317383 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -11564.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11571.743164 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -11571.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11575.965820 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -11575.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11591.948242 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -11591.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11599.041016 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -11599.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11603.883789 Penalty: 537.139648
	Iteration 15Q: 3 clusters Score -11603.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11608.302734 Penalty: 537.139648
	Iteration 16Q: 3 clusters Score -11608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11610.284180 Penalty: 537.139648
	Iteration 17Q: 3 clusters Score -11610.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11611.492188 Penalty: 537.139648
	Iteration 18Q: 3 clusters Score -11611.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11611.740234 Penalty: 537.139648
	Iteration 19Q: 3 clusters Score -11611.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11612.409180 Penalty: 537.139648
	Iteration 20F: 3 clusters Score -11612.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11613.621094 Penalty: 537.139648
	Iteration 21Q: 3 clusters Score -11613.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11613.621094 Penalty: 537.139648
	Iteration 22F: 3 clusters Score -11613.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Entering Unmasked Estep 
Score: -1649923.000000 Penalty: 452.430389
	Iteration 0F: 2 clusters Score -1649923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1636054.250000 Penalty: 904.860779
	Iteration 0F: 3 clusters Score -1636054 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1641701.625000 Penalty: 904.860779
	Iteration 1F: 3 clusters Score -1641702 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1641899.125000 Penalty: 904.860779
	Iteration 2Q: 3 clusters Score -1641899 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1642165.875000 Penalty: 904.860779
	Iteration 3Q: 3 clusters Score -1642166 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1642537.500000 Penalty: 904.860779
	Iteration 4Q: 3 clusters Score -1642538 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1643104.250000 Penalty: 904.860779
	Iteration 5Q: 3 clusters Score -1643104 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1644009.250000 Penalty: 904.860779
	Iteration 6F: 3 clusters Score -1644009 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1645258.375000 Penalty: 904.860779
	Iteration 7F: 3 clusters Score -1645258 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1646530.125000 Penalty: 904.860779
	Iteration 8F: 3 clusters Score -1646530 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1647361.375000 Penalty: 904.860779
	Iteration 9Q: 3 clusters Score -1647361 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1647818.625000 Penalty: 904.860779
	Iteration 10Q: 3 clusters Score -1647819 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1648159.500000 Penalty: 904.860779
	Iteration 11Q: 3 clusters Score -1648160 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1648422.500000 Penalty: 904.860779
	Iteration 12Q: 3 clusters Score -1648422 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1648644.875000 Penalty: 904.860779
	Iteration 13Q: 3 clusters Score -1648645 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1648800.375000 Penalty: 904.860779
	Iteration 14Q: 3 clusters Score -1648800 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1648899.000000 Penalty: 904.860779
	Iteration 15Q: 3 clusters Score -1648899 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1648971.125000 Penalty: 904.860779
	Iteration 16Q: 3 clusters Score -1648971 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1649030.000000 Penalty: 904.860779
	Iteration 17Q: 3 clusters Score -1649030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1649068.125000 Penalty: 904.860779
	Iteration 18Q: 3 clusters Score -1649068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1649097.500000 Penalty: 904.860779
	Iteration 19Q: 3 clusters Score -1649098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1649112.125000 Penalty: 904.860779
	Iteration 20F: 3 clusters Score -1649112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1649125.375000 Penalty: 904.860779
	Iteration 21Q: 3 clusters Score -1649125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1649134.625000 Penalty: 904.860779
	Iteration 22Q: 3 clusters Score -1649135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1649149.500000 Penalty: 904.860779
	Iteration 23Q: 3 clusters Score -1649150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1649150.750000 Penalty: 904.860779
	Iteration 24Q: 3 clusters Score -1649151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1649162.625000 Penalty: 904.860779
	Iteration 25Q: 3 clusters Score -1649163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1649177.625000 Penalty: 904.860779
	Iteration 26Q: 3 clusters Score -1649178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1649186.750000 Penalty: 904.860779
	Iteration 27Q: 3 clusters Score -1649187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1649196.625000 Penalty: 904.860779
	Iteration 28Q: 3 clusters Score -1649197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1649209.375000 Penalty: 904.860779
	Iteration 29Q: 3 clusters Score -1649209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1649215.500000 Penalty: 904.860779
	Iteration 30Q: 3 clusters Score -1649216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1649226.625000 Penalty: 904.860779
	Iteration 31Q: 3 clusters Score -1649227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1649238.000000 Penalty: 904.860779
	Iteration 32Q: 3 clusters Score -1649238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1649250.875000 Penalty: 904.860779
	Iteration 33Q: 3 clusters Score -1649251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1649252.875000 Penalty: 904.860779
	Iteration 34Q: 3 clusters Score -1649253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1649254.125000 Penalty: 904.860779
	Iteration 35Q: 3 clusters Score -1649254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1649255.625000 Penalty: 904.860779
	Iteration 36Q: 3 clusters Score -1649256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1649262.125000 Penalty: 904.860779
	Iteration 37Q: 3 clusters Score -1649262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1649266.250000 Penalty: 904.860779
	Iteration 38Q: 3 clusters Score -1649266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1649274.375000 Penalty: 904.860779
	Iteration 39Q: 3 clusters Score -1649274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1649273.125000 Penalty: 904.860779
	Iteration 40F: 3 clusters Score -1649273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1649284.375000 Penalty: 904.860779
	Iteration 41Q: 3 clusters Score -1649284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1649287.750000 Penalty: 904.860779
	Iteration 42Q: 3 clusters Score -1649288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1649289.875000 Penalty: 904.860779
	Iteration 43Q: 3 clusters Score -1649290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1649290.625000 Penalty: 904.860779
	Iteration 44Q: 3 clusters Score -1649291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1649293.000000 Penalty: 904.860779
	Iteration 45Q: 3 clusters Score -1649293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1649297.625000 Penalty: 904.860779
	Iteration 46Q: 3 clusters Score -1649298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1649299.875000 Penalty: 904.860779
	Iteration 47Q: 3 clusters Score -1649300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1649306.375000 Penalty: 904.860779
	Iteration 48Q: 3 clusters Score -1649306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1649312.375000 Penalty: 904.860779
	Iteration 49Q: 3 clusters Score -1649312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1649308.875000 Penalty: 904.860779
	Iteration 50Q: 3 clusters Score -1649309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1649317.625000 Penalty: 904.860779
	Iteration 51Q: 3 clusters Score -1649318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1649320.375000 Penalty: 904.860779
	Iteration 52Q: 3 clusters Score -1649320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1649328.125000 Penalty: 904.860779
	Iteration 53Q: 3 clusters Score -1649328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1649329.750000 Penalty: 904.860779
	Iteration 54Q: 3 clusters Score -1649330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1649325.875000 Penalty: 904.860779
	Iteration 55Q: 3 clusters Score -1649326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1649334.750000 Penalty: 904.860779
	Iteration 56Q: 3 clusters Score -1649335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1649338.375000 Penalty: 904.860779
	Iteration 57Q: 3 clusters Score -1649338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1649344.375000 Penalty: 904.860779
	Iteration 58Q: 3 clusters Score -1649344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1649346.500000 Penalty: 904.860779
	Iteration 59Q: 3 clusters Score -1649346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1649352.500000 Penalty: 904.860779
	Iteration 60F: 3 clusters Score -1649352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1649357.625000 Penalty: 904.860779
	Iteration 61Q: 3 clusters Score -1649358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1649358.125000 Penalty: 904.860779
	Iteration 62Q: 3 clusters Score -1649358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1649362.125000 Penalty: 904.860779
	Iteration 63Q: 3 clusters Score -1649362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1649360.750000 Penalty: 904.860779
	Iteration 64Q: 3 clusters Score -1649361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1649369.125000 Penalty: 904.860779
	Iteration 65Q: 3 clusters Score -1649369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1649372.625000 Penalty: 904.860779
	Iteration 66Q: 3 clusters Score -1649373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1649374.125000 Penalty: 904.860779
	Iteration 67Q: 3 clusters Score -1649374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1649375.000000 Penalty: 904.860779
	Iteration 68Q: 3 clusters Score -1649375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1649380.500000 Penalty: 904.860779
	Iteration 69Q: 3 clusters Score -1649380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1649378.625000 Penalty: 904.860779
	Iteration 70Q: 3 clusters Score -1649379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1649378.500000 Penalty: 904.860779
	Iteration 71Q: 3 clusters Score -1649378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1649379.250000 Penalty: 904.860779
	Iteration 72Q: 3 clusters Score -1649379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1649379.250000 Penalty: 904.860779
	Iteration 73Q: 3 clusters Score -1649379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1649382.875000 Penalty: 904.860779
	Iteration 74Q: 3 clusters Score -1649383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1649387.000000 Penalty: 904.860779
	Iteration 75Q: 3 clusters Score -1649387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1649386.375000 Penalty: 904.860779
	Iteration 76Q: 3 clusters Score -1649386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1649390.625000 Penalty: 904.860779
	Iteration 77Q: 3 clusters Score -1649391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1649396.125000 Penalty: 904.860779
	Iteration 78Q: 3 clusters Score -1649396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1649398.500000 Penalty: 904.860779
	Iteration 79Q: 3 clusters Score -1649398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1649397.750000 Penalty: 904.860779
	Iteration 80F: 3 clusters Score -1649398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1649401.375000 Penalty: 904.860779
	Iteration 81Q: 3 clusters Score -1649401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1649399.750000 Penalty: 904.860779
	Iteration 82Q: 3 clusters Score -1649400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1649398.375000 Penalty: 904.860779
	Iteration 83Q: 3 clusters Score -1649398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1649397.250000 Penalty: 904.860779
	Iteration 84Q: 3 clusters Score -1649397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1649396.125000 Penalty: 904.860779
	Iteration 85Q: 3 clusters Score -1649396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1649396.500000 Penalty: 904.860779
	Iteration 86Q: 3 clusters Score -1649396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1649400.750000 Penalty: 904.860779
	Iteration 87Q: 3 clusters Score -1649401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1649399.000000 Penalty: 904.860779
	Iteration 88Q: 3 clusters Score -1649399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1649400.500000 Penalty: 904.860779
	Iteration 89Q: 3 clusters Score -1649400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1649401.875000 Penalty: 904.860779
	Iteration 90Q: 3 clusters Score -1649402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1649402.875000 Penalty: 904.860779
	Iteration 91Q: 3 clusters Score -1649403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1649403.875000 Penalty: 904.860779
	Iteration 92Q: 3 clusters Score -1649404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1649403.375000 Penalty: 904.860779
	Iteration 93Q: 3 clusters Score -1649403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1649405.375000 Penalty: 904.860779
	Iteration 94Q: 3 clusters Score -1649405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1649406.125000 Penalty: 904.860779
	Iteration 95Q: 3 clusters Score -1649406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1649403.500000 Penalty: 904.860779
	Iteration 96Q: 3 clusters Score -1649404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1649404.500000 Penalty: 904.860779
	Iteration 97Q: 3 clusters Score -1649404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1649406.875000 Penalty: 904.860779
	Iteration 98Q: 3 clusters Score -1649407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1649405.125000 Penalty: 904.860779
	Iteration 99Q: 3 clusters Score -1649405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1649406.625000 Penalty: 904.860779
	Iteration 100F: 3 clusters Score -1649407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1649405.375000 Penalty: 904.860779
	Iteration 101Q: 3 clusters Score -1649405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1649407.750000 Penalty: 904.860779
	Iteration 102Q: 3 clusters Score -1649408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1649408.500000 Penalty: 904.860779
	Iteration 103Q: 3 clusters Score -1649408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1649409.750000 Penalty: 904.860779
	Iteration 104Q: 3 clusters Score -1649410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1649412.500000 Penalty: 904.860779
	Iteration 105Q: 3 clusters Score -1649412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1649413.250000 Penalty: 904.860779
	Iteration 106Q: 3 clusters Score -1649413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1649414.750000 Penalty: 904.860779
	Iteration 107Q: 3 clusters Score -1649415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1649415.375000 Penalty: 904.860779
	Iteration 108Q: 3 clusters Score -1649415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1649415.375000 Penalty: 904.860779
	Iteration 109Q: 3 clusters Score -1649415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1649416.750000 Penalty: 904.860779
	Iteration 110Q: 3 clusters Score -1649417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1649416.625000 Penalty: 904.860779
	Iteration 111Q: 3 clusters Score -1649417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1649415.750000 Penalty: 904.860779
	Iteration 112Q: 3 clusters Score -1649416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1649416.375000 Penalty: 904.860779
	Iteration 113Q: 3 clusters Score -1649416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1649418.875000 Penalty: 904.860779
	Iteration 114Q: 3 clusters Score -1649419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1649419.250000 Penalty: 904.860779
	Iteration 115Q: 3 clusters Score -1649419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1649417.500000 Penalty: 904.860779
	Iteration 116Q: 3 clusters Score -1649418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1649417.500000 Penalty: 904.860779
	Iteration 117F: 3 clusters Score -1649418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Entering Unmasked Estep 
Score: -1924097.000000 Penalty: 458.048920
	Iteration 0F: 2 clusters Score -1924097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1909185.875000 Penalty: 916.097839
	Iteration 0F: 3 clusters Score -1909186 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1915935.875000 Penalty: 916.097839
	Iteration 1F: 3 clusters Score -1915936 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1916743.000000 Penalty: 916.097839
	Iteration 2F: 3 clusters Score -1916743 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1918082.000000 Penalty: 916.097839
	Iteration 3F: 3 clusters Score -1918082 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1919622.750000 Penalty: 916.097839
	Iteration 4F: 3 clusters Score -1919623 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1920773.625000 Penalty: 916.097839
	Iteration 5F: 3 clusters Score -1920774 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1921225.625000 Penalty: 916.097839
	Iteration 6Q: 3 clusters Score -1921226 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -1921427.375000 Penalty: 916.097839
	Iteration 7Q: 3 clusters Score -1921427 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1921580.750000 Penalty: 916.097839
	Iteration 8Q: 3 clusters Score -1921581 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1921798.625000 Penalty: 916.097839
	Iteration 9Q: 3 clusters Score -1921799 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1922034.500000 Penalty: 916.097839
	Iteration 10Q: 3 clusters Score -1922034 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1922283.875000 Penalty: 916.097839
	Iteration 11Q: 3 clusters Score -1922284 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1922556.375000 Penalty: 916.097839
	Iteration 12Q: 3 clusters Score -1922556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1922763.125000 Penalty: 916.097839
	Iteration 13Q: 3 clusters Score -1922763 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1922888.750000 Penalty: 916.097839
	Iteration 14Q: 3 clusters Score -1922889 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1922967.875000 Penalty: 916.097839
	Iteration 15Q: 3 clusters Score -1922968 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1923024.125000 Penalty: 916.097839
	Iteration 16Q: 3 clusters Score -1923024 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1923076.125000 Penalty: 916.097839
	Iteration 17Q: 3 clusters Score -1923076 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1923078.625000 Penalty: 916.097839
	Iteration 18Q: 3 clusters Score -1923079 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1923096.500000 Penalty: 916.097839
	Iteration 19Q: 3 clusters Score -1923096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1923124.875000 Penalty: 916.097839
	Iteration 20F: 3 clusters Score -1923125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1923152.125000 Penalty: 916.097839
	Iteration 21Q: 3 clusters Score -1923152 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1923159.625000 Penalty: 916.097839
	Iteration 22Q: 3 clusters Score -1923160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1923173.000000 Penalty: 916.097839
	Iteration 23Q: 3 clusters Score -1923173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1923156.125000 Penalty: 916.097839
	Iteration 24Q: 3 clusters Score -1923156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1923144.875000 Penalty: 916.097839
	Iteration 25Q: 3 clusters Score -1923145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1923134.125000 Penalty: 916.097839
	Iteration 26Q: 3 clusters Score -1923134 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1923137.875000 Penalty: 916.097839
	Iteration 27Q: 3 clusters Score -1923138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1923147.875000 Penalty: 916.097839
	Iteration 28Q: 3 clusters Score -1923148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1923115.875000 Penalty: 916.097839
	Iteration 29Q: 3 clusters Score -1923116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1923105.500000 Penalty: 916.097839
	Iteration 30Q: 3 clusters Score -1923106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1923114.375000 Penalty: 916.097839
	Iteration 31Q: 3 clusters Score -1923114 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1923109.375000 Penalty: 916.097839
	Iteration 32Q: 3 clusters Score -1923109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1923094.500000 Penalty: 916.097839
	Iteration 33Q: 3 clusters Score -1923094 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1923096.000000 Penalty: 916.097839
	Iteration 34Q: 3 clusters Score -1923096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1923098.375000 Penalty: 916.097839
	Iteration 35Q: 3 clusters Score -1923098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1923107.000000 Penalty: 916.097839
	Iteration 36Q: 3 clusters Score -1923107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1923104.875000 Penalty: 916.097839
	Iteration 37Q: 3 clusters Score -1923105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1923106.500000 Penalty: 916.097839
	Iteration 38Q: 3 clusters Score -1923106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1923099.875000 Penalty: 916.097839
	Iteration 39Q: 3 clusters Score -1923100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1923114.625000 Penalty: 916.097839
	Iteration 40F: 3 clusters Score -1923115 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1923111.750000 Penalty: 916.097839
	Iteration 41Q: 3 clusters Score -1923112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1923106.625000 Penalty: 916.097839
	Iteration 42Q: 3 clusters Score -1923107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1923099.000000 Penalty: 916.097839
	Iteration 43Q: 3 clusters Score -1923099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1923079.875000 Penalty: 916.097839
	Iteration 44Q: 3 clusters Score -1923080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1923075.000000 Penalty: 916.097839
	Iteration 45Q: 3 clusters Score -1923075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1923068.750000 Penalty: 916.097839
	Iteration 46Q: 3 clusters Score -1923069 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1923055.625000 Penalty: 916.097839
	Iteration 47Q: 3 clusters Score -1923056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1923059.125000 Penalty: 916.097839
	Iteration 48Q: 3 clusters Score -1923059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1923055.625000 Penalty: 916.097839
	Iteration 49Q: 3 clusters Score -1923056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1923034.875000 Penalty: 916.097839
	Iteration 50Q: 3 clusters Score -1923035 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1923042.750000 Penalty: 916.097839
	Iteration 51Q: 3 clusters Score -1923043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1923061.500000 Penalty: 916.097839
	Iteration 52Q: 3 clusters Score -1923062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1923055.000000 Penalty: 916.097839
	Iteration 53Q: 3 clusters Score -1923055 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1923059.375000 Penalty: 916.097839
	Iteration 54Q: 3 clusters Score -1923059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1923063.625000 Penalty: 916.097839
	Iteration 55Q: 3 clusters Score -1923064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1923045.125000 Penalty: 916.097839
	Iteration 56Q: 3 clusters Score -1923045 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1923033.250000 Penalty: 916.097839
	Iteration 57Q: 3 clusters Score -1923033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1923036.500000 Penalty: 916.097839
	Iteration 58Q: 3 clusters Score -1923036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1923023.000000 Penalty: 916.097839
	Iteration 59Q: 3 clusters Score -1923023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1923010.750000 Penalty: 916.097839
	Iteration 60F: 3 clusters Score -1923011 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1923009.125000 Penalty: 916.097839
	Iteration 61Q: 3 clusters Score -1923009 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1923021.125000 Penalty: 916.097839
	Iteration 62Q: 3 clusters Score -1923021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1923016.500000 Penalty: 916.097839
	Iteration 63Q: 3 clusters Score -1923016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1923020.375000 Penalty: 916.097839
	Iteration 64Q: 3 clusters Score -1923020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1923025.500000 Penalty: 916.097839
	Iteration 65Q: 3 clusters Score -1923026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1923020.875000 Penalty: 916.097839
	Iteration 66Q: 3 clusters Score -1923021 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1923019.750000 Penalty: 916.097839
	Iteration 67Q: 3 clusters Score -1923020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1923022.500000 Penalty: 916.097839
	Iteration 68Q: 3 clusters Score -1923022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1923020.125000 Penalty: 916.097839
	Iteration 69Q: 3 clusters Score -1923020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1923024.125000 Penalty: 916.097839
	Iteration 70Q: 3 clusters Score -1923024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1923021.250000 Penalty: 916.097839
	Iteration 71Q: 3 clusters Score -1923021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1923007.375000 Penalty: 916.097839
	Iteration 72Q: 3 clusters Score -1923007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1923001.375000 Penalty: 916.097839
	Iteration 73Q: 3 clusters Score -1923001 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1923007.375000 Penalty: 916.097839
	Iteration 74Q: 3 clusters Score -1923007 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1923006.500000 Penalty: 916.097839
	Iteration 75Q: 3 clusters Score -1923006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1923000.000000 Penalty: 916.097839
	Iteration 76Q: 3 clusters Score -1923000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1923005.375000 Penalty: 916.097839
	Iteration 77Q: 3 clusters Score -1923005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1922993.500000 Penalty: 916.097839
	Iteration 78Q: 3 clusters Score -1922994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1923001.000000 Penalty: 916.097839
	Iteration 79Q: 3 clusters Score -1923001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1923009.875000 Penalty: 916.097839
	Iteration 80F: 3 clusters Score -1923010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1923014.750000 Penalty: 916.097839
	Iteration 81Q: 3 clusters Score -1923015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1923008.500000 Penalty: 916.097839
	Iteration 82Q: 3 clusters Score -1923008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1923008.625000 Penalty: 916.097839
	Iteration 83Q: 3 clusters Score -1923009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1923010.750000 Penalty: 916.097839
	Iteration 84Q: 3 clusters Score -1923011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1923014.875000 Penalty: 916.097839
	Iteration 85Q: 3 clusters Score -1923015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1923019.375000 Penalty: 916.097839
	Iteration 86Q: 3 clusters Score -1923019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1923014.625000 Penalty: 916.097839
	Iteration 87Q: 3 clusters Score -1923015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1923019.375000 Penalty: 916.097839
	Iteration 88Q: 3 clusters Score -1923019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1923027.875000 Penalty: 916.097839
	Iteration 89Q: 3 clusters Score -1923028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1923029.250000 Penalty: 916.097839
	Iteration 90Q: 3 clusters Score -1923029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1923027.250000 Penalty: 916.097839
	Iteration 91Q: 3 clusters Score -1923027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1923029.125000 Penalty: 916.097839
	Iteration 92Q: 3 clusters Score -1923029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1923027.625000 Penalty: 916.097839
	Iteration 93Q: 3 clusters Score -1923028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1923027.625000 Penalty: 916.097839
	Iteration 94F: 3 clusters Score -1923028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -32108.753906 Penalty: 287.839813
	Iteration 0F: 2 clusters Score -32108.75 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 279 members 
Entering Unmasked Estep 
Score: -31564.894531 Penalty: 575.679626
	Iteration 0F: 3 clusters Score -31564.89 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31707.210938 Penalty: 575.679626
	Iteration 1F: 3 clusters Score -31707.21 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31784.927734 Penalty: 575.679626
	Iteration 2F: 3 clusters Score -31784.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31821.968750 Penalty: 575.679626
	Iteration 3F: 3 clusters Score -31821.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31851.449219 Penalty: 575.679626
	Iteration 4Q: 3 clusters Score -31851.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31865.167969 Penalty: 575.679626
	Iteration 5Q: 3 clusters Score -31865.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31873.871094 Penalty: 575.679626
	Iteration 6Q: 3 clusters Score -31873.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31885.744141 Penalty: 575.679626
	Iteration 7Q: 3 clusters Score -31885.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -31902.964844 Penalty: 575.679626
	Iteration 8Q: 3 clusters Score -31902.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -31926.365234 Penalty: 575.679626
	Iteration 9Q: 3 clusters Score -31926.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31946.978516 Penalty: 575.679626
	Iteration 10Q: 3 clusters Score -31946.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31964.863281 Penalty: 575.679626
	Iteration 11Q: 3 clusters Score -31964.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31980.359375 Penalty: 575.679626
	Iteration 12Q: 3 clusters Score -31980.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31993.279297 Penalty: 575.679626
	Iteration 13Q: 3 clusters Score -31993.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31997.761719 Penalty: 575.679626
	Iteration 14Q: 3 clusters Score -31997.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32005.396484 Penalty: 575.679626
	Iteration 15Q: 3 clusters Score -32005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32011.085938 Penalty: 575.679626
	Iteration 16Q: 3 clusters Score -32011.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32020.779297 Penalty: 575.679626
	Iteration 17Q: 3 clusters Score -32020.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32027.205078 Penalty: 575.679626
	Iteration 18Q: 3 clusters Score -32027.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32028.746094 Penalty: 575.679626
	Iteration 19Q: 3 clusters Score -32028.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -32032.044922 Penalty: 575.679626
	Iteration 20F: 3 clusters Score -32032.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32038.242188 Penalty: 575.679626
	Iteration 21Q: 3 clusters Score -32038.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32040.162109 Penalty: 575.679626
	Iteration 22Q: 3 clusters Score -32040.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32040.162109 Penalty: 575.679626
	Iteration 23F: 3 clusters Score -32040.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13397.610352 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13397.61 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 139 members 
Entering Unmasked Estep 
Score: -13093.354492 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -13093.35 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13172.957031 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -13172.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13198.624023 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -13198.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13234.271484 Penalty: 509.456421
	Iteration 3F: 3 clusters Score -13234.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13271.175781 Penalty: 509.456421
	Iteration 4F: 3 clusters Score -13271.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13301.025391 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -13301.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13312.426758 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13312.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13324.640625 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -13324.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13329.471680 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -13329.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13331.969727 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -13331.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13335.708984 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -13335.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13336.901367 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -13336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13336.901367 Penalty: 509.456421
	Iteration 12F: 3 clusters Score -13336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -7889.606934 Penalty: 223.859131
	Iteration 0F: 2 clusters Score -7889.607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7660.359375 Penalty: 447.718262
	Iteration 0F: 3 clusters Score -7660.359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7719.932617 Penalty: 447.718262
	Iteration 1F: 3 clusters Score -7719.933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7740.083496 Penalty: 447.718262
	Iteration 2F: 3 clusters Score -7740.083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7753.295898 Penalty: 447.718262
	Iteration 3F: 3 clusters Score -7753.296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7758.794434 Penalty: 447.718262
	Iteration 4Q: 3 clusters Score -7758.794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7766.782715 Penalty: 447.718262
	Iteration 5Q: 3 clusters Score -7766.783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7772.673340 Penalty: 447.718262
	Iteration 6Q: 3 clusters Score -7772.673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7787.702148 Penalty: 447.718262
	Iteration 7Q: 3 clusters Score -7787.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7795.861816 Penalty: 447.718262
	Iteration 8Q: 3 clusters Score -7795.862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7811.832031 Penalty: 447.718262
	Iteration 9Q: 3 clusters Score -7811.832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7838.019531 Penalty: 447.718262
	Iteration 10Q: 3 clusters Score -7838.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7851.965332 Penalty: 447.718262
	Iteration 11Q: 3 clusters Score -7851.965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7853.347168 Penalty: 447.718262
	Iteration 12Q: 3 clusters Score -7853.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7853.347168 Penalty: 447.718262
	Iteration 13F: 3 clusters Score -7853.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -95807.078125 Penalty: 326.415100
	Iteration 0F: 2 clusters Score -95807.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -94802.773438 Penalty: 652.830200
	Iteration 0F: 3 clusters Score -94802.77 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -95194.617188 Penalty: 652.830200
	Iteration 1F: 3 clusters Score -95194.62 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -95280.554688 Penalty: 652.830200
	Iteration 2F: 3 clusters Score -95280.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -95326.640625 Penalty: 652.830200
	Iteration 3F: 3 clusters Score -95326.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -95360.367188 Penalty: 652.830200
	Iteration 4Q: 3 clusters Score -95360.37 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -95398.375000 Penalty: 652.830200
	Iteration 5Q: 3 clusters Score -95398.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -95423.171875 Penalty: 652.830200
	Iteration 6Q: 3 clusters Score -95423.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -95437.648438 Penalty: 652.830200
	Iteration 7Q: 3 clusters Score -95437.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -95454.234375 Penalty: 652.830200
	Iteration 8Q: 3 clusters Score -95454.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -95461.945312 Penalty: 652.830200
	Iteration 9Q: 3 clusters Score -95461.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -95466.296875 Penalty: 652.830200
	Iteration 10Q: 3 clusters Score -95466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -95469.117188 Penalty: 652.830200
	Iteration 11Q: 3 clusters Score -95469.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -95469.984375 Penalty: 652.830200
	Iteration 12Q: 3 clusters Score -95469.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -95472.507812 Penalty: 652.830200
	Iteration 13Q: 3 clusters Score -95472.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -95475.476562 Penalty: 652.830200
	Iteration 14Q: 3 clusters Score -95475.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -95478.414062 Penalty: 652.830200
	Iteration 15Q: 3 clusters Score -95478.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -95479.195312 Penalty: 652.830200
	Iteration 16Q: 3 clusters Score -95479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -95480.054688 Penalty: 652.830200
	Iteration 17Q: 3 clusters Score -95480.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -95480.312500 Penalty: 652.830200
	Iteration 18Q: 3 clusters Score -95480.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95480.734375 Penalty: 652.830200
	Iteration 19Q: 3 clusters Score -95480.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95480.734375 Penalty: 652.830200
	Iteration 20F: 3 clusters Score -95480.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -320462.468750 Penalty: 383.100922
	Iteration 0F: 2 clusters Score -320462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -317363.062500 Penalty: 766.201843
	Iteration 0F: 3 clusters Score -317363.1 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -318570.031250 Penalty: 766.201843
	Iteration 1F: 3 clusters Score -318570 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -318750.750000 Penalty: 766.201843
	Iteration 2F: 3 clusters Score -318750.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -318931.187500 Penalty: 766.201843
	Iteration 3F: 3 clusters Score -318931.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -319117.718750 Penalty: 766.201843
	Iteration 4F: 3 clusters Score -319117.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -319234.031250 Penalty: 766.201843
	Iteration 5F: 3 clusters Score -319234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -319302.093750 Penalty: 766.201843
	Iteration 6Q: 3 clusters Score -319302.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -319365.062500 Penalty: 766.201843
	Iteration 7Q: 3 clusters Score -319365.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -319420.906250 Penalty: 766.201843
	Iteration 8Q: 3 clusters Score -319420.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -319476.562500 Penalty: 766.201843
	Iteration 9Q: 3 clusters Score -319476.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -319534.343750 Penalty: 766.201843
	Iteration 10Q: 3 clusters Score -319534.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -319611.125000 Penalty: 766.201843
	Iteration 11Q: 3 clusters Score -319611.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -319682.968750 Penalty: 766.201843
	Iteration 12Q: 3 clusters Score -319683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -319739.000000 Penalty: 766.201843
	Iteration 13Q: 3 clusters Score -319739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -319789.250000 Penalty: 766.201843
	Iteration 14Q: 3 clusters Score -319789.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -319845.375000 Penalty: 766.201843
	Iteration 15Q: 3 clusters Score -319845.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -319905.250000 Penalty: 766.201843
	Iteration 16Q: 3 clusters Score -319905.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -319959.125000 Penalty: 766.201843
	Iteration 17Q: 3 clusters Score -319959.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -320014.281250 Penalty: 766.201843
	Iteration 18Q: 3 clusters Score -320014.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -320064.187500 Penalty: 766.201843
	Iteration 19Q: 3 clusters Score -320064.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -320104.031250 Penalty: 766.201843
	Iteration 20F: 3 clusters Score -320104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -320126.343750 Penalty: 766.201843
	Iteration 21Q: 3 clusters Score -320126.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -320144.375000 Penalty: 766.201843
	Iteration 22Q: 3 clusters Score -320144.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -320167.156250 Penalty: 766.201843
	Iteration 23Q: 3 clusters Score -320167.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -320178.093750 Penalty: 766.201843
	Iteration 24Q: 3 clusters Score -320178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -320186.187500 Penalty: 766.201843
	Iteration 25Q: 3 clusters Score -320186.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -320191.812500 Penalty: 766.201843
	Iteration 26Q: 3 clusters Score -320191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -320193.375000 Penalty: 766.201843
	Iteration 27Q: 3 clusters Score -320193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -320196.125000 Penalty: 766.201843
	Iteration 28Q: 3 clusters Score -320196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -320202.593750 Penalty: 766.201843
	Iteration 29Q: 3 clusters Score -320202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -320206.531250 Penalty: 766.201843
	Iteration 30Q: 3 clusters Score -320206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -320210.406250 Penalty: 766.201843
	Iteration 31Q: 3 clusters Score -320210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -320215.843750 Penalty: 766.201843
	Iteration 32Q: 3 clusters Score -320215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -320219.093750 Penalty: 766.201843
	Iteration 33Q: 3 clusters Score -320219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -320219.500000 Penalty: 766.201843
	Iteration 34Q: 3 clusters Score -320219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -320220.812500 Penalty: 766.201843
	Iteration 35Q: 3 clusters Score -320220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -320221.937500 Penalty: 766.201843
	Iteration 36Q: 3 clusters Score -320221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -320221.875000 Penalty: 766.201843
	Iteration 37Q: 3 clusters Score -320221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -320221.875000 Penalty: 766.201843
	Iteration 38F: 3 clusters Score -320221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 133 members 
Entering Unmasked Estep 
Score: -19543.927734 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19543.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19655.285156 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19655.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19718.986328 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19718.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19746.050781 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19746.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19766.875000 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19766.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19806.507812 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19806.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19816.759766 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19816.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19824.626953 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19824.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19831.314453 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19831.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19832.830078 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19832.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19832.830078 Penalty: 517.514771
	Iteration 10F: 3 clusters Score -19832.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -41128.625000 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -41128.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40629.027344 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -40629.03 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -40794.375000 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -40794.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -40839.148438 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -40839.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -40864.847656 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -40864.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40889.093750 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -40889.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40908.328125 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -40908.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -40921.765625 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -40921.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40925.476562 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -40925.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40930.414062 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -40930.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -40934.957031 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -40934.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40936.929688 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -40936.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40942.339844 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -40942.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40943.601562 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -40943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40943.601562 Penalty: 573.704834
	Iteration 13F: 3 clusters Score -40943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -258600.468750 Penalty: 366.754578
	Iteration 0F: 2 clusters Score -258600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -256362.656250 Penalty: 733.509155
	Iteration 0F: 3 clusters Score -256362.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -257214.140625 Penalty: 733.509155
	Iteration 1F: 3 clusters Score -257214.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -257399.781250 Penalty: 733.509155
	Iteration 2F: 3 clusters Score -257399.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -257581.906250 Penalty: 733.509155
	Iteration 3F: 3 clusters Score -257581.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -257766.140625 Penalty: 733.509155
	Iteration 4F: 3 clusters Score -257766.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -257944.812500 Penalty: 733.509155
	Iteration 5F: 3 clusters Score -257944.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -258060.328125 Penalty: 733.509155
	Iteration 6Q: 3 clusters Score -258060.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -258121.578125 Penalty: 733.509155
	Iteration 7Q: 3 clusters Score -258121.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -258169.078125 Penalty: 733.509155
	Iteration 8Q: 3 clusters Score -258169.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -258189.562500 Penalty: 733.509155
	Iteration 9Q: 3 clusters Score -258189.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -258199.562500 Penalty: 733.509155
	Iteration 10Q: 3 clusters Score -258199.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -258205.781250 Penalty: 733.509155
	Iteration 11Q: 3 clusters Score -258205.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -258214.015625 Penalty: 733.509155
	Iteration 12Q: 3 clusters Score -258214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -258224.531250 Penalty: 733.509155
	Iteration 13Q: 3 clusters Score -258224.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -258233.312500 Penalty: 733.509155
	Iteration 14Q: 3 clusters Score -258233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -258239.546875 Penalty: 733.509155
	Iteration 15Q: 3 clusters Score -258239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -258243.250000 Penalty: 733.509155
	Iteration 16Q: 3 clusters Score -258243.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -258249.296875 Penalty: 733.509155
	Iteration 17Q: 3 clusters Score -258249.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -258254.640625 Penalty: 733.509155
	Iteration 18Q: 3 clusters Score -258254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -258257.328125 Penalty: 733.509155
	Iteration 19Q: 3 clusters Score -258257.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -258259.609375 Penalty: 733.509155
	Iteration 20F: 3 clusters Score -258259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -258260.140625 Penalty: 733.509155
	Iteration 21Q: 3 clusters Score -258260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -258260.609375 Penalty: 733.509155
	Iteration 22Q: 3 clusters Score -258260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -258261.218750 Penalty: 733.509155
	Iteration 23Q: 3 clusters Score -258261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -258262.265625 Penalty: 733.509155
	Iteration 24Q: 3 clusters Score -258262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -258263.046875 Penalty: 733.509155
	Iteration 25Q: 3 clusters Score -258263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -258263.015625 Penalty: 733.509155
	Iteration 26Q: 3 clusters Score -258263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -258263.500000 Penalty: 733.509155
	Iteration 27Q: 3 clusters Score -258263.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -258264.218750 Penalty: 733.509155
	Iteration 28Q: 3 clusters Score -258264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -258265.109375 Penalty: 733.509155
	Iteration 29Q: 3 clusters Score -258265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -258265.281250 Penalty: 733.509155
	Iteration 30Q: 3 clusters Score -258265.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -258265.296875 Penalty: 733.509155
	Iteration 31Q: 3 clusters Score -258265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -258265.296875 Penalty: 733.509155
	Iteration 32F: 3 clusters Score -258265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Entering Unmasked Estep 
Score: -125055.984375 Penalty: 336.225159
	Iteration 0F: 2 clusters Score -125056 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 819 members 
Entering Unmasked Estep 
Score: -123877.906250 Penalty: 672.450317
	Iteration 0F: 3 clusters Score -123877.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -124303.609375 Penalty: 672.450317
	Iteration 1F: 3 clusters Score -124303.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -124402.554688 Penalty: 672.450317
	Iteration 2F: 3 clusters Score -124402.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -124489.476562 Penalty: 672.450317
	Iteration 3F: 3 clusters Score -124489.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -124563.515625 Penalty: 672.450317
	Iteration 4F: 3 clusters Score -124563.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -124605.625000 Penalty: 672.450317
	Iteration 5Q: 3 clusters Score -124605.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -124630.812500 Penalty: 672.450317
	Iteration 6Q: 3 clusters Score -124630.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -124647.093750 Penalty: 672.450317
	Iteration 7Q: 3 clusters Score -124647.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -124655.554688 Penalty: 672.450317
	Iteration 8Q: 3 clusters Score -124655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -124661.523438 Penalty: 672.450317
	Iteration 9Q: 3 clusters Score -124661.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -124664.640625 Penalty: 672.450317
	Iteration 10Q: 3 clusters Score -124664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -124665.414062 Penalty: 672.450317
	Iteration 11Q: 3 clusters Score -124665.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -124667.312500 Penalty: 672.450317
	Iteration 12Q: 3 clusters Score -124667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -124668.953125 Penalty: 672.450317
	Iteration 13Q: 3 clusters Score -124669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -124671.328125 Penalty: 672.450317
	Iteration 14Q: 3 clusters Score -124671.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -124675.539062 Penalty: 672.450317
	Iteration 15Q: 3 clusters Score -124675.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -124679.250000 Penalty: 672.450317
	Iteration 16Q: 3 clusters Score -124679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124681.929688 Penalty: 672.450317
	Iteration 17Q: 3 clusters Score -124681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -124683.695312 Penalty: 672.450317
	Iteration 18Q: 3 clusters Score -124683.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -124684.476562 Penalty: 672.450317
	Iteration 19Q: 3 clusters Score -124684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -124684.843750 Penalty: 672.450317
	Iteration 20F: 3 clusters Score -124684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124685.031250 Penalty: 672.450317
	Iteration 21Q: 3 clusters Score -124685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -124685.414062 Penalty: 672.450317
	Iteration 22Q: 3 clusters Score -124685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -124685.625000 Penalty: 672.450317
	Iteration 23Q: 3 clusters Score -124685.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -124685.906250 Penalty: 672.450317
	Iteration 24Q: 3 clusters Score -124685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -124685.906250 Penalty: 672.450317
	Iteration 25F: 3 clusters Score -124685.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9424.490234 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9424.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9146.055664 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9146.056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9229.180664 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9229.181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9243.771484 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9243.771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9249.153320 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -9249.153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9249.153320 Penalty: 486.586761
	Iteration 4F: 3 clusters Score -9249.153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -6413.280273 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -6413.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6106.837402 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -6106.837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6183.463379 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -6183.463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6223.174805 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -6223.175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6239.157715 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -6239.158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6251.238770 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -6251.239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6252.895996 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -6252.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6252.895996 Penalty: 498.738159
	Iteration 6F: 3 clusters Score -6252.896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -48720.839844 Penalty: 300.170135
	Iteration 0F: 2 clusters Score -48720.84 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 392 members 
Entering Unmasked Estep 
Score: -48071.800781 Penalty: 600.340271
	Iteration 0F: 3 clusters Score -48071.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -48309.140625 Penalty: 600.340271
	Iteration 1F: 3 clusters Score -48309.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -48404.191406 Penalty: 600.340271
	Iteration 2F: 3 clusters Score -48404.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -48495.734375 Penalty: 600.340271
	Iteration 3F: 3 clusters Score -48495.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48531.578125 Penalty: 600.340271
	Iteration 4F: 3 clusters Score -48531.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48555.835938 Penalty: 600.340271
	Iteration 5Q: 3 clusters Score -48555.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48567.800781 Penalty: 600.340271
	Iteration 6Q: 3 clusters Score -48567.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48576.726562 Penalty: 600.340271
	Iteration 7Q: 3 clusters Score -48576.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48583.160156 Penalty: 600.340271
	Iteration 8Q: 3 clusters Score -48583.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -48587.957031 Penalty: 600.340271
	Iteration 9Q: 3 clusters Score -48587.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48595.324219 Penalty: 600.340271
	Iteration 10Q: 3 clusters Score -48595.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48596.710938 Penalty: 600.340271
	Iteration 11Q: 3 clusters Score -48596.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48596.710938 Penalty: 600.340271
	Iteration 12F: 3 clusters Score -48596.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Entering Unmasked Estep 
Score: -280249.062500 Penalty: 370.264832
	Iteration 0F: 2 clusters Score -280249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -277862.562500 Penalty: 740.529663
	Iteration 0F: 3 clusters Score -277862.6 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -278681.875000 Penalty: 740.529663
	Iteration 1F: 3 clusters Score -278681.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -278790.968750 Penalty: 740.529663
	Iteration 2F: 3 clusters Score -278791 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -278871.875000 Penalty: 740.529663
	Iteration 3F: 3 clusters Score -278871.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -278956.875000 Penalty: 740.529663
	Iteration 4Q: 3 clusters Score -278956.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -279052.156250 Penalty: 740.529663
	Iteration 5Q: 3 clusters Score -279052.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -279146.875000 Penalty: 740.529663
	Iteration 6Q: 3 clusters Score -279146.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -279241.656250 Penalty: 740.529663
	Iteration 7Q: 3 clusters Score -279241.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -279325.031250 Penalty: 740.529663
	Iteration 8Q: 3 clusters Score -279325 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -279389.968750 Penalty: 740.529663
	Iteration 9Q: 3 clusters Score -279390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -279428.156250 Penalty: 740.529663
	Iteration 10Q: 3 clusters Score -279428.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -279457.500000 Penalty: 740.529663
	Iteration 11Q: 3 clusters Score -279457.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -279478.531250 Penalty: 740.529663
	Iteration 12Q: 3 clusters Score -279478.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -279493.781250 Penalty: 740.529663
	Iteration 13Q: 3 clusters Score -279493.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -279504.343750 Penalty: 740.529663
	Iteration 14Q: 3 clusters Score -279504.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279517.593750 Penalty: 740.529663
	Iteration 15Q: 3 clusters Score -279517.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -279535.375000 Penalty: 740.529663
	Iteration 16Q: 3 clusters Score -279535.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279552.687500 Penalty: 740.529663
	Iteration 17Q: 3 clusters Score -279552.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -279572.843750 Penalty: 740.529663
	Iteration 18Q: 3 clusters Score -279572.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -279591.031250 Penalty: 740.529663
	Iteration 19Q: 3 clusters Score -279591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -279602.500000 Penalty: 740.529663
	Iteration 20F: 3 clusters Score -279602.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -279610.968750 Penalty: 740.529663
	Iteration 21Q: 3 clusters Score -279611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -279617.937500 Penalty: 740.529663
	Iteration 22Q: 3 clusters Score -279617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -279624.093750 Penalty: 740.529663
	Iteration 23Q: 3 clusters Score -279624.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -279628.218750 Penalty: 740.529663
	Iteration 24Q: 3 clusters Score -279628.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -279633.531250 Penalty: 740.529663
	Iteration 25Q: 3 clusters Score -279633.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -279641.593750 Penalty: 740.529663
	Iteration 26Q: 3 clusters Score -279641.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -279649.687500 Penalty: 740.529663
	Iteration 27Q: 3 clusters Score -279649.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -279654.875000 Penalty: 740.529663
	Iteration 28Q: 3 clusters Score -279654.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -279659.437500 Penalty: 740.529663
	Iteration 29Q: 3 clusters Score -279659.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -279663.562500 Penalty: 740.529663
	Iteration 30Q: 3 clusters Score -279663.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -279667.468750 Penalty: 740.529663
	Iteration 31Q: 3 clusters Score -279667.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -279672.031250 Penalty: 740.529663
	Iteration 32Q: 3 clusters Score -279672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -279676.781250 Penalty: 740.529663
	Iteration 33Q: 3 clusters Score -279676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -279681.562500 Penalty: 740.529663
	Iteration 34Q: 3 clusters Score -279681.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -279688.343750 Penalty: 740.529663
	Iteration 35Q: 3 clusters Score -279688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -279696.156250 Penalty: 740.529663
	Iteration 36Q: 3 clusters Score -279696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -279704.656250 Penalty: 740.529663
	Iteration 37Q: 3 clusters Score -279704.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -279712.656250 Penalty: 740.529663
	Iteration 38Q: 3 clusters Score -279712.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -279724.843750 Penalty: 740.529663
	Iteration 39Q: 3 clusters Score -279724.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -279743.406250 Penalty: 740.529663
	Iteration 40F: 3 clusters Score -279743.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -279764.718750 Penalty: 740.529663
	Iteration 41Q: 3 clusters Score -279764.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -279795.093750 Penalty: 740.529663
	Iteration 42Q: 3 clusters Score -279795.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -279814.093750 Penalty: 740.529663
	Iteration 43Q: 3 clusters Score -279814.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -279841.656250 Penalty: 740.529663
	Iteration 44Q: 3 clusters Score -279841.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -279864.500000 Penalty: 740.529663
	Iteration 45Q: 3 clusters Score -279864.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -279879.812500 Penalty: 740.529663
	Iteration 46Q: 3 clusters Score -279879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -279894.125000 Penalty: 740.529663
	Iteration 47Q: 3 clusters Score -279894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -279905.093750 Penalty: 740.529663
	Iteration 48Q: 3 clusters Score -279905.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -279911.625000 Penalty: 740.529663
	Iteration 49Q: 3 clusters Score -279911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -279915.937500 Penalty: 740.529663
	Iteration 50Q: 3 clusters Score -279915.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -279916.968750 Penalty: 740.529663
	Iteration 51Q: 3 clusters Score -279917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -279916.968750 Penalty: 740.529663
	Iteration 52F: 3 clusters Score -279917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -16228.160156 Penalty: 253.011017
	Iteration 0F: 2 clusters Score -16228.16 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 137 members 
Entering Unmasked Estep 
Score: -15906.186523 Penalty: 506.022034
	Iteration 0F: 3 clusters Score -15906.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15987.023438 Penalty: 506.022034
	Iteration 1F: 3 clusters Score -15987.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16006.823242 Penalty: 506.022034
	Iteration 2F: 3 clusters Score -16006.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16015.660156 Penalty: 506.022034
	Iteration 3Q: 3 clusters Score -16015.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16016.886719 Penalty: 506.022034
	Iteration 4Q: 3 clusters Score -16016.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16018.854492 Penalty: 506.022034
	Iteration 5Q: 3 clusters Score -16018.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16019.670898 Penalty: 506.022034
	Iteration 6Q: 3 clusters Score -16019.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16019.670898 Penalty: 506.022034
	Iteration 7F: 3 clusters Score -16019.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -75642.195312 Penalty: 319.499939
	Iteration 0F: 2 clusters Score -75642.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74767.273438 Penalty: 638.999878
	Iteration 0F: 3 clusters Score -74767.27 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75055.328125 Penalty: 638.999878
	Iteration 1F: 3 clusters Score -75055.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -75138.414062 Penalty: 638.999878
	Iteration 2F: 3 clusters Score -75138.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -75215.125000 Penalty: 638.999878
	Iteration 3F: 3 clusters Score -75215.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75263.765625 Penalty: 638.999878
	Iteration 4F: 3 clusters Score -75263.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -75312.031250 Penalty: 638.999878
	Iteration 5Q: 3 clusters Score -75312.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -75348.750000 Penalty: 638.999878
	Iteration 6Q: 3 clusters Score -75348.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -75364.218750 Penalty: 638.999878
	Iteration 7Q: 3 clusters Score -75364.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75372.796875 Penalty: 638.999878
	Iteration 8Q: 3 clusters Score -75372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75381.234375 Penalty: 638.999878
	Iteration 9Q: 3 clusters Score -75381.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75385.960938 Penalty: 638.999878
	Iteration 10Q: 3 clusters Score -75385.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -75389.367188 Penalty: 638.999878
	Iteration 11Q: 3 clusters Score -75389.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -75392.968750 Penalty: 638.999878
	Iteration 12Q: 3 clusters Score -75392.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -75398.085938 Penalty: 638.999878
	Iteration 13Q: 3 clusters Score -75398.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -75409.117188 Penalty: 638.999878
	Iteration 14Q: 3 clusters Score -75409.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -75414.507812 Penalty: 638.999878
	Iteration 15Q: 3 clusters Score -75414.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -75416.609375 Penalty: 638.999878
	Iteration 16Q: 3 clusters Score -75416.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -75418.304688 Penalty: 638.999878
	Iteration 17Q: 3 clusters Score -75418.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75422.812500 Penalty: 638.999878
	Iteration 18Q: 3 clusters Score -75422.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75424.351562 Penalty: 638.999878
	Iteration 19Q: 3 clusters Score -75424.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75424.664062 Penalty: 638.999878
	Iteration 20F: 3 clusters Score -75424.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75425.296875 Penalty: 638.999878
	Iteration 21Q: 3 clusters Score -75425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -75426.343750 Penalty: 638.999878
	Iteration 22Q: 3 clusters Score -75426.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75427.390625 Penalty: 638.999878
	Iteration 23Q: 3 clusters Score -75427.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75429.320312 Penalty: 638.999878
	Iteration 24Q: 3 clusters Score -75429.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -75431.546875 Penalty: 638.999878
	Iteration 25Q: 3 clusters Score -75431.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -75436.382812 Penalty: 638.999878
	Iteration 26Q: 3 clusters Score -75436.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -75441.390625 Penalty: 638.999878
	Iteration 27Q: 3 clusters Score -75441.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -75448.000000 Penalty: 638.999878
	Iteration 28Q: 3 clusters Score -75448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -75450.875000 Penalty: 638.999878
	Iteration 29Q: 3 clusters Score -75450.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -75455.695312 Penalty: 638.999878
	Iteration 30Q: 3 clusters Score -75455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -75464.968750 Penalty: 638.999878
	Iteration 31Q: 3 clusters Score -75464.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -75469.945312 Penalty: 638.999878
	Iteration 32Q: 3 clusters Score -75469.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -75472.078125 Penalty: 638.999878
	Iteration 33Q: 3 clusters Score -75472.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -75473.273438 Penalty: 638.999878
	Iteration 34Q: 3 clusters Score -75473.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75473.335938 Penalty: 638.999878
	Iteration 35Q: 3 clusters Score -75473.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -75473.335938 Penalty: 638.999878
	Iteration 36F: 3 clusters Score -75473.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (23013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Entering Unmasked Estep 
Score: -1859564.125000 Penalty: 456.993561
	Iteration 0F: 2 clusters Score -1859564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1844730.500000 Penalty: 913.987122
	Iteration 0F: 3 clusters Score -1844730 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1851189.125000 Penalty: 913.987122
	Iteration 1F: 3 clusters Score -1851189 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1851409.625000 Penalty: 913.987122
	Iteration 2Q: 3 clusters Score -1851410 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1851726.750000 Penalty: 913.987122
	Iteration 3Q: 3 clusters Score -1851727 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1852211.125000 Penalty: 913.987122
	Iteration 4F: 3 clusters Score -1852211 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1852998.375000 Penalty: 913.987122
	Iteration 5F: 3 clusters Score -1852998 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1854282.250000 Penalty: 913.987122
	Iteration 6F: 3 clusters Score -1854282 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1856015.500000 Penalty: 913.987122
	Iteration 7F: 3 clusters Score -1856016 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1857573.000000 Penalty: 913.987122
	Iteration 8F: 3 clusters Score -1857573 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1858488.375000 Penalty: 913.987122
	Iteration 9Q: 3 clusters Score -1858488 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1858914.375000 Penalty: 913.987122
	Iteration 10Q: 3 clusters Score -1858914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1859060.500000 Penalty: 913.987122
	Iteration 11Q: 3 clusters Score -1859060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1859130.875000 Penalty: 913.987122
	Iteration 12Q: 3 clusters Score -1859131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1859153.500000 Penalty: 913.987122
	Iteration 13Q: 3 clusters Score -1859154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1859173.375000 Penalty: 913.987122
	Iteration 14Q: 3 clusters Score -1859173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1859174.500000 Penalty: 913.987122
	Iteration 15Q: 3 clusters Score -1859174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1859177.500000 Penalty: 913.987122
	Iteration 16Q: 3 clusters Score -1859178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1859176.125000 Penalty: 913.987122
	Iteration 17Q: 3 clusters Score -1859176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1859177.000000 Penalty: 913.987122
	Iteration 18Q: 3 clusters Score -1859177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1859177.000000 Penalty: 913.987122
	Iteration 19F: 3 clusters Score -1859177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -277167.375000 Penalty: 372.988007
	Iteration 0F: 2 clusters Score -277167.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -274623.875000 Penalty: 745.976013
	Iteration 0F: 3 clusters Score -274623.9 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -275494.125000 Penalty: 745.976013
	Iteration 1F: 3 clusters Score -275494.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -275655.187500 Penalty: 745.976013
	Iteration 2F: 3 clusters Score -275655.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -275858.281250 Penalty: 745.976013
	Iteration 3F: 3 clusters Score -275858.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -276103.468750 Penalty: 745.976013
	Iteration 4F: 3 clusters Score -276103.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -276384.843750 Penalty: 745.976013
	Iteration 5F: 3 clusters Score -276384.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -276633.156250 Penalty: 745.976013
	Iteration 6F: 3 clusters Score -276633.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -276791.000000 Penalty: 745.976013
	Iteration 7Q: 3 clusters Score -276791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -276839.000000 Penalty: 745.976013
	Iteration 8Q: 3 clusters Score -276839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -276861.125000 Penalty: 745.976013
	Iteration 9Q: 3 clusters Score -276861.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -276876.843750 Penalty: 745.976013
	Iteration 10Q: 3 clusters Score -276876.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -276885.187500 Penalty: 745.976013
	Iteration 11Q: 3 clusters Score -276885.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -276889.468750 Penalty: 745.976013
	Iteration 12Q: 3 clusters Score -276889.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -276892.656250 Penalty: 745.976013
	Iteration 13Q: 3 clusters Score -276892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -276896.031250 Penalty: 745.976013
	Iteration 14Q: 3 clusters Score -276896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -276898.687500 Penalty: 745.976013
	Iteration 15Q: 3 clusters Score -276898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -276900.906250 Penalty: 745.976013
	Iteration 16Q: 3 clusters Score -276900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -276904.031250 Penalty: 745.976013
	Iteration 17Q: 3 clusters Score -276904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -276906.593750 Penalty: 745.976013
	Iteration 18Q: 3 clusters Score -276906.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -276907.687500 Penalty: 745.976013
	Iteration 19Q: 3 clusters Score -276907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -276908.875000 Penalty: 745.976013
	Iteration 20F: 3 clusters Score -276908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -276909.875000 Penalty: 745.976013
	Iteration 21Q: 3 clusters Score -276909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -276909.500000 Penalty: 745.976013
	Iteration 22Q: 3 clusters Score -276909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -276910.781250 Penalty: 745.976013
	Iteration 23Q: 3 clusters Score -276910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -276911.625000 Penalty: 745.976013
	Iteration 24Q: 3 clusters Score -276911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -276912.000000 Penalty: 745.976013
	Iteration 25Q: 3 clusters Score -276912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -276912.062500 Penalty: 745.976013
	Iteration 26Q: 3 clusters Score -276912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -276912.562500 Penalty: 745.976013
	Iteration 27Q: 3 clusters Score -276912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -276913.125000 Penalty: 745.976013
	Iteration 28Q: 3 clusters Score -276913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -276913.531250 Penalty: 745.976013
	Iteration 29Q: 3 clusters Score -276913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -276913.687500 Penalty: 745.976013
	Iteration 30Q: 3 clusters Score -276913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -276913.687500 Penalty: 745.976013
	Iteration 31F: 3 clusters Score -276913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -18952.492188 Penalty: 272.838593
	Iteration 0F: 2 clusters Score -18952.49 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 212 members 
Entering Unmasked Estep 
Score: -18541.386719 Penalty: 545.677185
	Iteration 0F: 3 clusters Score -18541.39 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18684.337891 Penalty: 545.677185
	Iteration 1F: 3 clusters Score -18684.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18724.302734 Penalty: 545.677185
	Iteration 2F: 3 clusters Score -18724.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18752.986328 Penalty: 545.677185
	Iteration 3Q: 3 clusters Score -18752.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18774.003906 Penalty: 545.677185
	Iteration 4Q: 3 clusters Score -18774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18792.570312 Penalty: 545.677185
	Iteration 5Q: 3 clusters Score -18792.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -18808.603516 Penalty: 545.677185
	Iteration 6Q: 3 clusters Score -18808.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18813.123047 Penalty: 545.677185
	Iteration 7Q: 3 clusters Score -18813.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18814.767578 Penalty: 545.677185
	Iteration 8Q: 3 clusters Score -18814.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18817.433594 Penalty: 545.677185
	Iteration 9Q: 3 clusters Score -18817.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -18818.166016 Penalty: 545.677185
	Iteration 10Q: 3 clusters Score -18818.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18818.599609 Penalty: 545.677185
	Iteration 11Q: 3 clusters Score -18818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18819.236328 Penalty: 545.677185
	Iteration 12Q: 3 clusters Score -18819.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18819.744141 Penalty: 545.677185
	Iteration 13Q: 3 clusters Score -18819.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -18820.080078 Penalty: 545.677185
	Iteration 14Q: 3 clusters Score -18820.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18820.472656 Penalty: 545.677185
	Iteration 15Q: 3 clusters Score -18820.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -18821.265625 Penalty: 545.677185
	Iteration 16Q: 3 clusters Score -18821.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18821.667969 Penalty: 545.677185
	Iteration 17Q: 3 clusters Score -18821.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -18821.970703 Penalty: 545.677185
	Iteration 18Q: 3 clusters Score -18821.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18822.435547 Penalty: 545.677185
	Iteration 19Q: 3 clusters Score -18822.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18822.687500 Penalty: 545.677185
	Iteration 20F: 3 clusters Score -18822.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -9650.916992 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -9650.917 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 129 members 
Entering Unmasked Estep 
Score: -9286.824219 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -9286.824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9412.487305 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -9412.487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9492.598633 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -9492.599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9526.250000 Penalty: 514.376526
	Iteration 3F: 3 clusters Score -9526.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9533.962891 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -9533.963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9534.926758 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -9534.927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9534.926758 Penalty: 514.376526
	Iteration 6F: 3 clusters Score -9534.927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -1931436.375000 Penalty: 458.531219
	Iteration 0F: 2 clusters Score -1931436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1916278.125000 Penalty: 917.062439
	Iteration 0F: 3 clusters Score -1916278 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1923046.750000 Penalty: 917.062439
	Iteration 1F: 3 clusters Score -1923047 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1923343.500000 Penalty: 917.062439
	Iteration 2Q: 3 clusters Score -1923344 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1923658.375000 Penalty: 917.062439
	Iteration 3Q: 3 clusters Score -1923658 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1924093.250000 Penalty: 917.062439
	Iteration 4Q: 3 clusters Score -1924093 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1924864.500000 Penalty: 917.062439
	Iteration 5F: 3 clusters Score -1924864 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1926134.125000 Penalty: 917.062439
	Iteration 6F: 3 clusters Score -1926134 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1927611.875000 Penalty: 917.062439
	Iteration 7F: 3 clusters Score -1927612 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1928633.250000 Penalty: 917.062439
	Iteration 8F: 3 clusters Score -1928633 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1928977.625000 Penalty: 917.062439
	Iteration 9Q: 3 clusters Score -1928978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1929127.125000 Penalty: 917.062439
	Iteration 10Q: 3 clusters Score -1929127 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1929217.875000 Penalty: 917.062439
	Iteration 11Q: 3 clusters Score -1929218 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1929313.875000 Penalty: 917.062439
	Iteration 12Q: 3 clusters Score -1929314 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1929390.000000 Penalty: 917.062439
	Iteration 13Q: 3 clusters Score -1929390 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1929469.750000 Penalty: 917.062439
	Iteration 14Q: 3 clusters Score -1929470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1929528.375000 Penalty: 917.062439
	Iteration 15Q: 3 clusters Score -1929528 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1929587.500000 Penalty: 917.062439
	Iteration 16Q: 3 clusters Score -1929588 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1929640.625000 Penalty: 917.062439
	Iteration 17Q: 3 clusters Score -1929641 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1929710.625000 Penalty: 917.062439
	Iteration 18Q: 3 clusters Score -1929711 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1929769.625000 Penalty: 917.062439
	Iteration 19Q: 3 clusters Score -1929770 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1929835.750000 Penalty: 917.062439
	Iteration 20F: 3 clusters Score -1929836 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1929912.500000 Penalty: 917.062439
	Iteration 21Q: 3 clusters Score -1929912 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1929991.750000 Penalty: 917.062439
	Iteration 22Q: 3 clusters Score -1929992 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1930078.250000 Penalty: 917.062439
	Iteration 23Q: 3 clusters Score -1930078 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1930170.875000 Penalty: 917.062439
	Iteration 24Q: 3 clusters Score -1930171 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1930273.750000 Penalty: 917.062439
	Iteration 25Q: 3 clusters Score -1930274 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1930377.625000 Penalty: 917.062439
	Iteration 26Q: 3 clusters Score -1930378 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1930461.000000 Penalty: 917.062439
	Iteration 27Q: 3 clusters Score -1930461 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1930549.875000 Penalty: 917.062439
	Iteration 28Q: 3 clusters Score -1930550 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1930613.375000 Penalty: 917.062439
	Iteration 29Q: 3 clusters Score -1930613 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1930699.500000 Penalty: 917.062439
	Iteration 30Q: 3 clusters Score -1930700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1930765.625000 Penalty: 917.062439
	Iteration 31Q: 3 clusters Score -1930766 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1930825.625000 Penalty: 917.062439
	Iteration 32Q: 3 clusters Score -1930826 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1930911.750000 Penalty: 917.062439
	Iteration 33Q: 3 clusters Score -1930912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1930956.500000 Penalty: 917.062439
	Iteration 34Q: 3 clusters Score -1930956 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1930993.875000 Penalty: 917.062439
	Iteration 35Q: 3 clusters Score -1930994 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1931034.625000 Penalty: 917.062439
	Iteration 36Q: 3 clusters Score -1931035 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1931095.500000 Penalty: 917.062439
	Iteration 37Q: 3 clusters Score -1931096 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1931138.250000 Penalty: 917.062439
	Iteration 38Q: 3 clusters Score -1931138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1931169.000000 Penalty: 917.062439
	Iteration 39Q: 3 clusters Score -1931169 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1931194.750000 Penalty: 917.062439
	Iteration 40F: 3 clusters Score -1931195 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1931227.500000 Penalty: 917.062439
	Iteration 41Q: 3 clusters Score -1931228 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1931260.375000 Penalty: 917.062439
	Iteration 42Q: 3 clusters Score -1931260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1931289.500000 Penalty: 917.062439
	Iteration 43Q: 3 clusters Score -1931290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1931300.625000 Penalty: 917.062439
	Iteration 44Q: 3 clusters Score -1931301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1931317.250000 Penalty: 917.062439
	Iteration 45Q: 3 clusters Score -1931317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1931325.750000 Penalty: 917.062439
	Iteration 46Q: 3 clusters Score -1931326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1931337.625000 Penalty: 917.062439
	Iteration 47Q: 3 clusters Score -1931338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1931335.625000 Penalty: 917.062439
	Iteration 48Q: 3 clusters Score -1931336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1931355.125000 Penalty: 917.062439
	Iteration 49Q: 3 clusters Score -1931355 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1931371.750000 Penalty: 917.062439
	Iteration 50Q: 3 clusters Score -1931372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1931375.875000 Penalty: 917.062439
	Iteration 51Q: 3 clusters Score -1931376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1931388.500000 Penalty: 917.062439
	Iteration 52Q: 3 clusters Score -1931388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1931395.875000 Penalty: 917.062439
	Iteration 53Q: 3 clusters Score -1931396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1931400.000000 Penalty: 917.062439
	Iteration 54Q: 3 clusters Score -1931400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1931412.750000 Penalty: 917.062439
	Iteration 55Q: 3 clusters Score -1931413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1931410.750000 Penalty: 917.062439
	Iteration 56Q: 3 clusters Score -1931411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1931404.000000 Penalty: 917.062439
	Iteration 57Q: 3 clusters Score -1931404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1931405.625000 Penalty: 917.062439
	Iteration 58Q: 3 clusters Score -1931406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1931386.500000 Penalty: 917.062439
	Iteration 59Q: 3 clusters Score -1931386 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1931369.500000 Penalty: 917.062439
	Iteration 60F: 3 clusters Score -1931370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1931368.250000 Penalty: 917.062439
	Iteration 61Q: 3 clusters Score -1931368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1931399.250000 Penalty: 917.062439
	Iteration 62Q: 3 clusters Score -1931399 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1931400.250000 Penalty: 917.062439
	Iteration 63Q: 3 clusters Score -1931400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1931400.750000 Penalty: 917.062439
	Iteration 64Q: 3 clusters Score -1931401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1931414.500000 Penalty: 917.062439
	Iteration 65Q: 3 clusters Score -1931414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1931403.500000 Penalty: 917.062439
	Iteration 66Q: 3 clusters Score -1931404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1931408.000000 Penalty: 917.062439
	Iteration 67Q: 3 clusters Score -1931408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1931398.250000 Penalty: 917.062439
	Iteration 68Q: 3 clusters Score -1931398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1931393.750000 Penalty: 917.062439
	Iteration 69Q: 3 clusters Score -1931394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1931380.375000 Penalty: 917.062439
	Iteration 70Q: 3 clusters Score -1931380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1931395.625000 Penalty: 917.062439
	Iteration 71Q: 3 clusters Score -1931396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1931388.125000 Penalty: 917.062439
	Iteration 72Q: 3 clusters Score -1931388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1931370.125000 Penalty: 917.062439
	Iteration 73Q: 3 clusters Score -1931370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1931355.625000 Penalty: 917.062439
	Iteration 74Q: 3 clusters Score -1931356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1931347.375000 Penalty: 917.062439
	Iteration 75Q: 3 clusters Score -1931347 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1931341.250000 Penalty: 917.062439
	Iteration 76Q: 3 clusters Score -1931341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1931341.500000 Penalty: 917.062439
	Iteration 77Q: 3 clusters Score -1931342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1931332.625000 Penalty: 917.062439
	Iteration 78Q: 3 clusters Score -1931333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1931332.625000 Penalty: 917.062439
	Iteration 79Q: 3 clusters Score -1931333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1931315.125000 Penalty: 917.062439
	Iteration 80F: 3 clusters Score -1931315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1931310.875000 Penalty: 917.062439
	Iteration 81Q: 3 clusters Score -1931311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1931305.250000 Penalty: 917.062439
	Iteration 82Q: 3 clusters Score -1931305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1931299.375000 Penalty: 917.062439
	Iteration 83Q: 3 clusters Score -1931299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1931278.875000 Penalty: 917.062439
	Iteration 84Q: 3 clusters Score -1931279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1931266.250000 Penalty: 917.062439
	Iteration 85Q: 3 clusters Score -1931266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1931258.625000 Penalty: 917.062439
	Iteration 86Q: 3 clusters Score -1931259 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1931254.000000 Penalty: 917.062439
	Iteration 87Q: 3 clusters Score -1931254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1931250.875000 Penalty: 917.062439
	Iteration 88Q: 3 clusters Score -1931251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1931268.125000 Penalty: 917.062439
	Iteration 89Q: 3 clusters Score -1931268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1931275.250000 Penalty: 917.062439
	Iteration 90Q: 3 clusters Score -1931275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1931268.875000 Penalty: 917.062439
	Iteration 91Q: 3 clusters Score -1931269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1931276.250000 Penalty: 917.062439
	Iteration 92Q: 3 clusters Score -1931276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1931260.875000 Penalty: 917.062439
	Iteration 93Q: 3 clusters Score -1931261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1931261.375000 Penalty: 917.062439
	Iteration 94Q: 3 clusters Score -1931261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1931257.250000 Penalty: 917.062439
	Iteration 95Q: 3 clusters Score -1931257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1931266.375000 Penalty: 917.062439
	Iteration 96Q: 3 clusters Score -1931266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1931266.875000 Penalty: 917.062439
	Iteration 97Q: 3 clusters Score -1931267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1931261.500000 Penalty: 917.062439
	Iteration 98Q: 3 clusters Score -1931262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1931261.750000 Penalty: 917.062439
	Iteration 99Q: 3 clusters Score -1931262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1931257.500000 Penalty: 917.062439
	Iteration 100F: 3 clusters Score -1931258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1931253.625000 Penalty: 917.062439
	Iteration 101Q: 3 clusters Score -1931254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1931246.000000 Penalty: 917.062439
	Iteration 102Q: 3 clusters Score -1931246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1931232.500000 Penalty: 917.062439
	Iteration 103Q: 3 clusters Score -1931232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1931235.500000 Penalty: 917.062439
	Iteration 104Q: 3 clusters Score -1931236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1931237.000000 Penalty: 917.062439
	Iteration 105Q: 3 clusters Score -1931237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1931228.750000 Penalty: 917.062439
	Iteration 106Q: 3 clusters Score -1931229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1931231.125000 Penalty: 917.062439
	Iteration 107Q: 3 clusters Score -1931231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1931229.750000 Penalty: 917.062439
	Iteration 108Q: 3 clusters Score -1931230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1931228.125000 Penalty: 917.062439
	Iteration 109Q: 3 clusters Score -1931228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1931228.500000 Penalty: 917.062439
	Iteration 110Q: 3 clusters Score -1931228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1931223.750000 Penalty: 917.062439
	Iteration 111Q: 3 clusters Score -1931224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1931224.625000 Penalty: 917.062439
	Iteration 112Q: 3 clusters Score -1931225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1931223.500000 Penalty: 917.062439
	Iteration 113Q: 3 clusters Score -1931224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1931224.375000 Penalty: 917.062439
	Iteration 114Q: 3 clusters Score -1931224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1931227.625000 Penalty: 917.062439
	Iteration 115Q: 3 clusters Score -1931228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1931233.875000 Penalty: 917.062439
	Iteration 116Q: 3 clusters Score -1931234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1931239.500000 Penalty: 917.062439
	Iteration 117Q: 3 clusters Score -1931240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1931243.500000 Penalty: 917.062439
	Iteration 118Q: 3 clusters Score -1931244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1931243.500000 Penalty: 917.062439
	Iteration 119Q: 3 clusters Score -1931244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1931247.500000 Penalty: 917.062439
	Iteration 120F: 3 clusters Score -1931248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1931244.750000 Penalty: 917.062439
	Iteration 121Q: 3 clusters Score -1931245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1931243.875000 Penalty: 917.062439
	Iteration 122Q: 3 clusters Score -1931244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1931247.375000 Penalty: 917.062439
	Iteration 123Q: 3 clusters Score -1931247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1931242.625000 Penalty: 917.062439
	Iteration 124Q: 3 clusters Score -1931243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1931240.875000 Penalty: 917.062439
	Iteration 125Q: 3 clusters Score -1931241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1931238.500000 Penalty: 917.062439
	Iteration 126Q: 3 clusters Score -1931238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1931241.250000 Penalty: 917.062439
	Iteration 127Q: 3 clusters Score -1931241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1931240.125000 Penalty: 917.062439
	Iteration 128Q: 3 clusters Score -1931240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1931243.250000 Penalty: 917.062439
	Iteration 129Q: 3 clusters Score -1931243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1931244.000000 Penalty: 917.062439
	Iteration 130Q: 3 clusters Score -1931244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1931242.250000 Penalty: 917.062439
	Iteration 131Q: 3 clusters Score -1931242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1931238.375000 Penalty: 917.062439
	Iteration 132Q: 3 clusters Score -1931238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1931242.375000 Penalty: 917.062439
	Iteration 133Q: 3 clusters Score -1931242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1931242.875000 Penalty: 917.062439
	Iteration 134Q: 3 clusters Score -1931243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1931240.125000 Penalty: 917.062439
	Iteration 135Q: 3 clusters Score -1931240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1931242.500000 Penalty: 917.062439
	Iteration 136Q: 3 clusters Score -1931242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1931242.500000 Penalty: 917.062439
	Iteration 137F: 3 clusters Score -1931242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8709.414062 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8709.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8475.587891 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8475.588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8513.681641 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8513.682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8526.731445 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -8526.731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8548.824219 Penalty: 442.242920
	Iteration 3F: 3 clusters Score -8548.824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8557.220703 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -8557.221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8559.340820 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8559.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8559.340820 Penalty: 442.242920
	Iteration 6F: 3 clusters Score -8559.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (19247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Entering Unmasked Estep 
Score: -1556916.000000 Penalty: 448.862518
	Iteration 0F: 2 clusters Score -1556916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1544107.125000 Penalty: 897.725037
	Iteration 0F: 3 clusters Score -1544107 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1549165.875000 Penalty: 897.725037
	Iteration 1F: 3 clusters Score -1549166 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1549336.250000 Penalty: 897.725037
	Iteration 2Q: 3 clusters Score -1549336 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1549511.625000 Penalty: 897.725037
	Iteration 3Q: 3 clusters Score -1549512 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1549739.000000 Penalty: 897.725037
	Iteration 4Q: 3 clusters Score -1549739 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1550037.000000 Penalty: 897.725037
	Iteration 5Q: 3 clusters Score -1550037 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1550515.500000 Penalty: 897.725037
	Iteration 6F: 3 clusters Score -1550516 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1551171.875000 Penalty: 897.725037
	Iteration 7F: 3 clusters Score -1551172 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1552052.375000 Penalty: 897.725037
	Iteration 8F: 3 clusters Score -1552052 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1553060.250000 Penalty: 897.725037
	Iteration 9F: 3 clusters Score -1553060 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1553959.000000 Penalty: 897.725037
	Iteration 10F: 3 clusters Score -1553959 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1554612.500000 Penalty: 897.725037
	Iteration 11Q: 3 clusters Score -1554612 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1555057.125000 Penalty: 897.725037
	Iteration 12Q: 3 clusters Score -1555057 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1555382.875000 Penalty: 897.725037
	Iteration 13Q: 3 clusters Score -1555383 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1555635.875000 Penalty: 897.725037
	Iteration 14Q: 3 clusters Score -1555636 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1555842.500000 Penalty: 897.725037
	Iteration 15Q: 3 clusters Score -1555842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1556011.625000 Penalty: 897.725037
	Iteration 16Q: 3 clusters Score -1556012 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1556144.875000 Penalty: 897.725037
	Iteration 17Q: 3 clusters Score -1556145 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1556227.250000 Penalty: 897.725037
	Iteration 18Q: 3 clusters Score -1556227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1556291.375000 Penalty: 897.725037
	Iteration 19Q: 3 clusters Score -1556291 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1556340.750000 Penalty: 897.725037
	Iteration 20F: 3 clusters Score -1556341 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1556378.500000 Penalty: 897.725037
	Iteration 21Q: 3 clusters Score -1556378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1556414.000000 Penalty: 897.725037
	Iteration 22Q: 3 clusters Score -1556414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1556438.250000 Penalty: 897.725037
	Iteration 23Q: 3 clusters Score -1556438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1556452.500000 Penalty: 897.725037
	Iteration 24Q: 3 clusters Score -1556452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1556465.375000 Penalty: 897.725037
	Iteration 25Q: 3 clusters Score -1556465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1556471.625000 Penalty: 897.725037
	Iteration 26Q: 3 clusters Score -1556472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1556478.000000 Penalty: 897.725037
	Iteration 27Q: 3 clusters Score -1556478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1556481.875000 Penalty: 897.725037
	Iteration 28Q: 3 clusters Score -1556482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1556483.750000 Penalty: 897.725037
	Iteration 29Q: 3 clusters Score -1556484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1556487.375000 Penalty: 897.725037
	Iteration 30Q: 3 clusters Score -1556487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1556495.625000 Penalty: 897.725037
	Iteration 31Q: 3 clusters Score -1556496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1556502.250000 Penalty: 897.725037
	Iteration 32Q: 3 clusters Score -1556502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1556511.875000 Penalty: 897.725037
	Iteration 33Q: 3 clusters Score -1556512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1556519.250000 Penalty: 897.725037
	Iteration 34Q: 3 clusters Score -1556519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1556530.500000 Penalty: 897.725037
	Iteration 35Q: 3 clusters Score -1556530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1556534.750000 Penalty: 897.725037
	Iteration 36Q: 3 clusters Score -1556535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1556541.000000 Penalty: 897.725037
	Iteration 37Q: 3 clusters Score -1556541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1556542.000000 Penalty: 897.725037
	Iteration 38Q: 3 clusters Score -1556542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1556547.375000 Penalty: 897.725037
	Iteration 39Q: 3 clusters Score -1556547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1556548.875000 Penalty: 897.725037
	Iteration 40F: 3 clusters Score -1556549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1556550.875000 Penalty: 897.725037
	Iteration 41Q: 3 clusters Score -1556551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1556557.250000 Penalty: 897.725037
	Iteration 42Q: 3 clusters Score -1556557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1556558.750000 Penalty: 897.725037
	Iteration 43Q: 3 clusters Score -1556559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1556560.375000 Penalty: 897.725037
	Iteration 44Q: 3 clusters Score -1556560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1556564.500000 Penalty: 897.725037
	Iteration 45Q: 3 clusters Score -1556564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1556566.875000 Penalty: 897.725037
	Iteration 46Q: 3 clusters Score -1556567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1556566.625000 Penalty: 897.725037
	Iteration 47Q: 3 clusters Score -1556567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1556566.625000 Penalty: 897.725037
	Iteration 48F: 3 clusters Score -1556567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13931.159180 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13931.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13995.061523 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13995.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14005.160156 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -14005.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14005.692383 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14005.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14008.295898 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14009.070312 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14009.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14009.919922 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14009.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14009.919922 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -14009.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (17899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Entering Unmasked Estep 
Score: -1449187.250000 Penalty: 445.558777
	Iteration 0F: 2 clusters Score -1449187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1437318.250000 Penalty: 891.117554
	Iteration 0F: 3 clusters Score -1437318 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1442551.500000 Penalty: 891.117554
	Iteration 1F: 3 clusters Score -1442552 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1443186.750000 Penalty: 891.117554
	Iteration 2F: 3 clusters Score -1443187 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1444163.125000 Penalty: 891.117554
	Iteration 3F: 3 clusters Score -1444163 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1445475.750000 Penalty: 891.117554
	Iteration 4F: 3 clusters Score -1445476 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1446770.750000 Penalty: 891.117554
	Iteration 5F: 3 clusters Score -1446771 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1447638.125000 Penalty: 891.117554
	Iteration 6Q: 3 clusters Score -1447638 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1448087.250000 Penalty: 891.117554
	Iteration 7Q: 3 clusters Score -1448087 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1448314.250000 Penalty: 891.117554
	Iteration 8Q: 3 clusters Score -1448314 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1448461.500000 Penalty: 891.117554
	Iteration 9Q: 3 clusters Score -1448462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1448599.125000 Penalty: 891.117554
	Iteration 10Q: 3 clusters Score -1448599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1448688.750000 Penalty: 891.117554
	Iteration 11Q: 3 clusters Score -1448689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1448760.875000 Penalty: 891.117554
	Iteration 12Q: 3 clusters Score -1448761 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1448797.000000 Penalty: 891.117554
	Iteration 13Q: 3 clusters Score -1448797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1448821.750000 Penalty: 891.117554
	Iteration 14Q: 3 clusters Score -1448822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1448842.125000 Penalty: 891.117554
	Iteration 15Q: 3 clusters Score -1448842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1448856.625000 Penalty: 891.117554
	Iteration 16Q: 3 clusters Score -1448857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1448862.875000 Penalty: 891.117554
	Iteration 17Q: 3 clusters Score -1448863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1448863.375000 Penalty: 891.117554
	Iteration 18Q: 3 clusters Score -1448863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1448864.750000 Penalty: 891.117554
	Iteration 19Q: 3 clusters Score -1448865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1448869.375000 Penalty: 891.117554
	Iteration 20F: 3 clusters Score -1448869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1448872.250000 Penalty: 891.117554
	Iteration 21Q: 3 clusters Score -1448872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1448876.500000 Penalty: 891.117554
	Iteration 22Q: 3 clusters Score -1448876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1448878.625000 Penalty: 891.117554
	Iteration 23Q: 3 clusters Score -1448879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1448882.875000 Penalty: 891.117554
	Iteration 24Q: 3 clusters Score -1448883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1448886.625000 Penalty: 891.117554
	Iteration 25Q: 3 clusters Score -1448887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1448888.000000 Penalty: 891.117554
	Iteration 26Q: 3 clusters Score -1448888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1448889.125000 Penalty: 891.117554
	Iteration 27Q: 3 clusters Score -1448889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1448891.000000 Penalty: 891.117554
	Iteration 28Q: 3 clusters Score -1448891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1448889.625000 Penalty: 891.117554
	Iteration 29Q: 3 clusters Score -1448890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1448890.125000 Penalty: 891.117554
	Iteration 30Q: 3 clusters Score -1448890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1448890.125000 Penalty: 891.117554
	Iteration 31F: 3 clusters Score -1448890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (21566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Entering Unmasked Estep 
Score: -1630881.000000 Penalty: 454.038727
	Iteration 0F: 2 clusters Score -1630881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1616465.625000 Penalty: 908.077454
	Iteration 0F: 3 clusters Score -1616466 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1622871.500000 Penalty: 908.077454
	Iteration 1F: 3 clusters Score -1622872 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1623387.625000 Penalty: 908.077454
	Iteration 2F: 3 clusters Score -1623388 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1623972.750000 Penalty: 908.077454
	Iteration 3F: 3 clusters Score -1623973 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1624730.500000 Penalty: 908.077454
	Iteration 4F: 3 clusters Score -1624730 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1625731.250000 Penalty: 908.077454
	Iteration 5F: 3 clusters Score -1625731 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1626853.000000 Penalty: 908.077454
	Iteration 6F: 3 clusters Score -1626853 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1627665.875000 Penalty: 908.077454
	Iteration 7F: 3 clusters Score -1627666 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1628148.250000 Penalty: 908.077454
	Iteration 8Q: 3 clusters Score -1628148 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1628414.875000 Penalty: 908.077454
	Iteration 9Q: 3 clusters Score -1628415 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1628575.625000 Penalty: 908.077454
	Iteration 10Q: 3 clusters Score -1628576 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1628692.250000 Penalty: 908.077454
	Iteration 11Q: 3 clusters Score -1628692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1628759.875000 Penalty: 908.077454
	Iteration 12Q: 3 clusters Score -1628760 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1628815.125000 Penalty: 908.077454
	Iteration 13Q: 3 clusters Score -1628815 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1628863.750000 Penalty: 908.077454
	Iteration 14Q: 3 clusters Score -1628864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1628886.875000 Penalty: 908.077454
	Iteration 15Q: 3 clusters Score -1628887 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1628907.625000 Penalty: 908.077454
	Iteration 16Q: 3 clusters Score -1628908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1628923.375000 Penalty: 908.077454
	Iteration 17Q: 3 clusters Score -1628923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1628931.000000 Penalty: 908.077454
	Iteration 18Q: 3 clusters Score -1628931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1628941.750000 Penalty: 908.077454
	Iteration 19Q: 3 clusters Score -1628942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1628944.625000 Penalty: 908.077454
	Iteration 20F: 3 clusters Score -1628945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1628951.250000 Penalty: 908.077454
	Iteration 21Q: 3 clusters Score -1628951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1628952.250000 Penalty: 908.077454
	Iteration 22Q: 3 clusters Score -1628952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1628952.250000 Penalty: 908.077454
	Iteration 23Q: 3 clusters Score -1628952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1628948.750000 Penalty: 908.077454
	Iteration 24Q: 3 clusters Score -1628949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1628954.875000 Penalty: 908.077454
	Iteration 25Q: 3 clusters Score -1628955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1628949.250000 Penalty: 908.077454
	Iteration 26Q: 3 clusters Score -1628949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1628953.625000 Penalty: 908.077454
	Iteration 27Q: 3 clusters Score -1628954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1628956.625000 Penalty: 908.077454
	Iteration 28Q: 3 clusters Score -1628957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1628956.750000 Penalty: 908.077454
	Iteration 29Q: 3 clusters Score -1628957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1628959.125000 Penalty: 908.077454
	Iteration 30Q: 3 clusters Score -1628959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1628958.875000 Penalty: 908.077454
	Iteration 31Q: 3 clusters Score -1628959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1628963.875000 Penalty: 908.077454
	Iteration 32Q: 3 clusters Score -1628964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1628965.375000 Penalty: 908.077454
	Iteration 33Q: 3 clusters Score -1628965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1628968.875000 Penalty: 908.077454
	Iteration 34Q: 3 clusters Score -1628969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1628973.875000 Penalty: 908.077454
	Iteration 35Q: 3 clusters Score -1628974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1628976.500000 Penalty: 908.077454
	Iteration 36Q: 3 clusters Score -1628976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1628979.875000 Penalty: 908.077454
	Iteration 37Q: 3 clusters Score -1628980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1628982.875000 Penalty: 908.077454
	Iteration 38Q: 3 clusters Score -1628983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1628976.375000 Penalty: 908.077454
	Iteration 39Q: 3 clusters Score -1628976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1628984.250000 Penalty: 908.077454
	Iteration 40F: 3 clusters Score -1628984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1628991.250000 Penalty: 908.077454
	Iteration 41Q: 3 clusters Score -1628991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1628992.000000 Penalty: 908.077454
	Iteration 42Q: 3 clusters Score -1628992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1628994.750000 Penalty: 908.077454
	Iteration 43Q: 3 clusters Score -1628995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -1628995.500000 Penalty: 908.077454
	Iteration 44Q: 3 clusters Score -1628996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1629001.625000 Penalty: 908.077454
	Iteration 45Q: 3 clusters Score -1629002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1629009.875000 Penalty: 908.077454
	Iteration 46Q: 3 clusters Score -1629010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1629025.875000 Penalty: 908.077454
	Iteration 47Q: 3 clusters Score -1629026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1629052.375000 Penalty: 908.077454
	Iteration 48Q: 3 clusters Score -1629052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1629089.250000 Penalty: 908.077454
	Iteration 49Q: 3 clusters Score -1629089 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -1629128.000000 Penalty: 908.077454
	Iteration 50Q: 3 clusters Score -1629128 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1629180.000000 Penalty: 908.077454
	Iteration 51Q: 3 clusters Score -1629180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1629235.125000 Penalty: 908.077454
	Iteration 52Q: 3 clusters Score -1629235 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -1629285.000000 Penalty: 908.077454
	Iteration 53Q: 3 clusters Score -1629285 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1629333.375000 Penalty: 908.077454
	Iteration 54Q: 3 clusters Score -1629333 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1629388.000000 Penalty: 908.077454
	Iteration 55Q: 3 clusters Score -1629388 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1629453.000000 Penalty: 908.077454
	Iteration 56Q: 3 clusters Score -1629453 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1629519.750000 Penalty: 908.077454
	Iteration 57Q: 3 clusters Score -1629520 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1629584.000000 Penalty: 908.077454
	Iteration 58Q: 3 clusters Score -1629584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -1629657.125000 Penalty: 908.077454
	Iteration 59Q: 3 clusters Score -1629657 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -1629733.625000 Penalty: 908.077454
	Iteration 60F: 3 clusters Score -1629734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1629815.000000 Penalty: 908.077454
	Iteration 61Q: 3 clusters Score -1629815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -1629897.000000 Penalty: 908.077454
	Iteration 62Q: 3 clusters Score -1629897 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -1629982.250000 Penalty: 908.077454
	Iteration 63Q: 3 clusters Score -1629982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1630059.625000 Penalty: 908.077454
	Iteration 64Q: 3 clusters Score -1630060 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1630132.375000 Penalty: 908.077454
	Iteration 65Q: 3 clusters Score -1630132 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1630196.750000 Penalty: 908.077454
	Iteration 66Q: 3 clusters Score -1630197 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1630249.875000 Penalty: 908.077454
	Iteration 67Q: 3 clusters Score -1630250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1630298.625000 Penalty: 908.077454
	Iteration 68Q: 3 clusters Score -1630299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -1630332.000000 Penalty: 908.077454
	Iteration 69Q: 3 clusters Score -1630332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -1630353.625000 Penalty: 908.077454
	Iteration 70Q: 3 clusters Score -1630354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -1630380.625000 Penalty: 908.077454
	Iteration 71Q: 3 clusters Score -1630381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1630416.250000 Penalty: 908.077454
	Iteration 72Q: 3 clusters Score -1630416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -1630453.250000 Penalty: 908.077454
	Iteration 73Q: 3 clusters Score -1630453 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1630483.500000 Penalty: 908.077454
	Iteration 74Q: 3 clusters Score -1630484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -1630509.000000 Penalty: 908.077454
	Iteration 75Q: 3 clusters Score -1630509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1630528.250000 Penalty: 908.077454
	Iteration 76Q: 3 clusters Score -1630528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1630541.625000 Penalty: 908.077454
	Iteration 77Q: 3 clusters Score -1630542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1630560.500000 Penalty: 908.077454
	Iteration 78Q: 3 clusters Score -1630560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1630570.000000 Penalty: 908.077454
	Iteration 79Q: 3 clusters Score -1630570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1630580.250000 Penalty: 908.077454
	Iteration 80F: 3 clusters Score -1630580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -1630590.500000 Penalty: 908.077454
	Iteration 81Q: 3 clusters Score -1630590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1630602.750000 Penalty: 908.077454
	Iteration 82Q: 3 clusters Score -1630603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1630612.250000 Penalty: 908.077454
	Iteration 83Q: 3 clusters Score -1630612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -1630620.125000 Penalty: 908.077454
	Iteration 84Q: 3 clusters Score -1630620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -1630629.375000 Penalty: 908.077454
	Iteration 85Q: 3 clusters Score -1630629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1630640.750000 Penalty: 908.077454
	Iteration 86Q: 3 clusters Score -1630641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1630646.625000 Penalty: 908.077454
	Iteration 87Q: 3 clusters Score -1630647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -1630650.125000 Penalty: 908.077454
	Iteration 88Q: 3 clusters Score -1630650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -1630654.375000 Penalty: 908.077454
	Iteration 89Q: 3 clusters Score -1630654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -1630655.500000 Penalty: 908.077454
	Iteration 90Q: 3 clusters Score -1630656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1630659.625000 Penalty: 908.077454
	Iteration 91Q: 3 clusters Score -1630660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1630659.625000 Penalty: 908.077454
	Iteration 92Q: 3 clusters Score -1630660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -1630660.625000 Penalty: 908.077454
	Iteration 93Q: 3 clusters Score -1630661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1630662.375000 Penalty: 908.077454
	Iteration 94Q: 3 clusters Score -1630662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -1630662.375000 Penalty: 908.077454
	Iteration 95F: 3 clusters Score -1630662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12671.320312 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12671.32 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 116 members 
Entering Unmasked Estep 
Score: -12377.231445 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12377.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12445.381836 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12445.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12465.620117 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12465.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12481.815430 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12481.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12494.314453 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12494.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12536.485352 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12536.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12551.744141 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12551.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12557.817383 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -12557.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12562.792969 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -12562.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12565.081055 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -12565.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12569.626953 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -12569.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12570.673828 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -12570.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12572.629883 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -12572.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12573.796875 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -12573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12574.129883 Penalty: 494.468689
	Iteration 14Q: 3 clusters Score -12574.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12574.129883 Penalty: 494.468689
	Iteration 15F: 3 clusters Score -12574.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -79347.679688 Penalty: 313.522736
	Iteration 0F: 2 clusters Score -79347.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -78576.750000 Penalty: 627.045471
	Iteration 0F: 3 clusters Score -78576.75 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -78825.695312 Penalty: 627.045471
	Iteration 1F: 3 clusters Score -78825.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -78864.703125 Penalty: 627.045471
	Iteration 2F: 3 clusters Score -78864.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -78884.179688 Penalty: 627.045471
	Iteration 3Q: 3 clusters Score -78884.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -78892.140625 Penalty: 627.045471
	Iteration 4Q: 3 clusters Score -78892.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78897.773438 Penalty: 627.045471
	Iteration 5Q: 3 clusters Score -78897.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -78904.312500 Penalty: 627.045471
	Iteration 6Q: 3 clusters Score -78904.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -78909.718750 Penalty: 627.045471
	Iteration 7Q: 3 clusters Score -78909.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -78914.117188 Penalty: 627.045471
	Iteration 8Q: 3 clusters Score -78914.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78922.054688 Penalty: 627.045471
	Iteration 9Q: 3 clusters Score -78922.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -78927.726562 Penalty: 627.045471
	Iteration 10Q: 3 clusters Score -78927.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78938.109375 Penalty: 627.045471
	Iteration 11Q: 3 clusters Score -78938.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -78951.195312 Penalty: 627.045471
	Iteration 12Q: 3 clusters Score -78951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78955.281250 Penalty: 627.045471
	Iteration 13Q: 3 clusters Score -78955.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78961.351562 Penalty: 627.045471
	Iteration 14Q: 3 clusters Score -78961.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78969.984375 Penalty: 627.045471
	Iteration 15Q: 3 clusters Score -78969.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -78976.828125 Penalty: 627.045471
	Iteration 16Q: 3 clusters Score -78976.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78980.750000 Penalty: 627.045471
	Iteration 17Q: 3 clusters Score -78980.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78983.953125 Penalty: 627.045471
	Iteration 18Q: 3 clusters Score -78983.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78987.593750 Penalty: 627.045471
	Iteration 19Q: 3 clusters Score -78987.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78995.273438 Penalty: 627.045471
	Iteration 20F: 3 clusters Score -78995.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79000.109375 Penalty: 627.045471
	Iteration 21Q: 3 clusters Score -79000.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79004.484375 Penalty: 627.045471
	Iteration 22Q: 3 clusters Score -79004.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -79008.804688 Penalty: 627.045471
	Iteration 23Q: 3 clusters Score -79008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79010.765625 Penalty: 627.045471
	Iteration 24Q: 3 clusters Score -79010.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79012.015625 Penalty: 627.045471
	Iteration 25Q: 3 clusters Score -79012.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79012.078125 Penalty: 627.045471
	Iteration 26Q: 3 clusters Score -79012.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79012.585938 Penalty: 627.045471
	Iteration 27Q: 3 clusters Score -79012.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79012.585938 Penalty: 627.045471
	Iteration 28F: 3 clusters Score -79012.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (35986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Entering Unmasked Estep 
Score: -2884159.250000 Penalty: 477.335266
	Iteration 0F: 2 clusters Score -2884159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2861920.250000 Penalty: 954.670532
	Iteration 0F: 3 clusters Score -2861920 nChanged 17346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2872507.500000 Penalty: 954.670532
	Iteration 1F: 3 clusters Score -2872508 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2873394.000000 Penalty: 954.670532
	Iteration 2Q: 3 clusters Score -2873394 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2874796.750000 Penalty: 954.670532
	Iteration 3F: 3 clusters Score -2874797 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2876665.250000 Penalty: 954.670532
	Iteration 4F: 3 clusters Score -2876665 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2878365.000000 Penalty: 954.670532
	Iteration 5F: 3 clusters Score -2878365 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2879156.250000 Penalty: 954.670532
	Iteration 6F: 3 clusters Score -2879156 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2879429.250000 Penalty: 954.670532
	Iteration 7Q: 3 clusters Score -2879429 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2879542.000000 Penalty: 954.670532
	Iteration 8Q: 3 clusters Score -2879542 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2879661.500000 Penalty: 954.670532
	Iteration 9Q: 3 clusters Score -2879662 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2879759.500000 Penalty: 954.670532
	Iteration 10Q: 3 clusters Score -2879760 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2879857.750000 Penalty: 954.670532
	Iteration 11Q: 3 clusters Score -2879858 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2879956.750000 Penalty: 954.670532
	Iteration 12Q: 3 clusters Score -2879957 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2880043.250000 Penalty: 954.670532
	Iteration 13Q: 3 clusters Score -2880043 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2880124.500000 Penalty: 954.670532
	Iteration 14Q: 3 clusters Score -2880124 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2880194.000000 Penalty: 954.670532
	Iteration 15Q: 3 clusters Score -2880194 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2880272.500000 Penalty: 954.670532
	Iteration 16Q: 3 clusters Score -2880272 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2880359.500000 Penalty: 954.670532
	Iteration 17Q: 3 clusters Score -2880360 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2880451.000000 Penalty: 954.670532
	Iteration 18Q: 3 clusters Score -2880451 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2880549.000000 Penalty: 954.670532
	Iteration 19Q: 3 clusters Score -2880549 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2880673.500000 Penalty: 954.670532
	Iteration 20F: 3 clusters Score -2880674 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2880808.000000 Penalty: 954.670532
	Iteration 21Q: 3 clusters Score -2880808 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2880913.750000 Penalty: 954.670532
	Iteration 22Q: 3 clusters Score -2880914 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2881023.250000 Penalty: 954.670532
	Iteration 23Q: 3 clusters Score -2881023 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2881153.250000 Penalty: 954.670532
	Iteration 24Q: 3 clusters Score -2881153 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2881300.000000 Penalty: 954.670532
	Iteration 25Q: 3 clusters Score -2881300 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2881452.000000 Penalty: 954.670532
	Iteration 26Q: 3 clusters Score -2881452 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2881577.500000 Penalty: 954.670532
	Iteration 27Q: 3 clusters Score -2881578 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2881675.000000 Penalty: 954.670532
	Iteration 28Q: 3 clusters Score -2881675 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2881742.250000 Penalty: 954.670532
	Iteration 29Q: 3 clusters Score -2881742 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2881836.250000 Penalty: 954.670532
	Iteration 30Q: 3 clusters Score -2881836 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2881888.750000 Penalty: 954.670532
	Iteration 31Q: 3 clusters Score -2881889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2881915.000000 Penalty: 954.670532
	Iteration 32Q: 3 clusters Score -2881915 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2881921.250000 Penalty: 954.670532
	Iteration 33Q: 3 clusters Score -2881921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2881939.250000 Penalty: 954.670532
	Iteration 34Q: 3 clusters Score -2881939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2881943.750000 Penalty: 954.670532
	Iteration 35Q: 3 clusters Score -2881944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2881957.250000 Penalty: 954.670532
	Iteration 36Q: 3 clusters Score -2881957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2881971.250000 Penalty: 954.670532
	Iteration 37Q: 3 clusters Score -2881971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2881979.250000 Penalty: 954.670532
	Iteration 38Q: 3 clusters Score -2881979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2881984.250000 Penalty: 954.670532
	Iteration 39Q: 3 clusters Score -2881984 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2881985.000000 Penalty: 954.670532
	Iteration 40F: 3 clusters Score -2881985 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2881992.250000 Penalty: 954.670532
	Iteration 41Q: 3 clusters Score -2881992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2882002.750000 Penalty: 954.670532
	Iteration 42Q: 3 clusters Score -2882003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2882007.500000 Penalty: 954.670532
	Iteration 43Q: 3 clusters Score -2882008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2882012.250000 Penalty: 954.670532
	Iteration 44Q: 3 clusters Score -2882012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2882019.000000 Penalty: 954.670532
	Iteration 45Q: 3 clusters Score -2882019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2882022.250000 Penalty: 954.670532
	Iteration 46Q: 3 clusters Score -2882022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2882023.250000 Penalty: 954.670532
	Iteration 47Q: 3 clusters Score -2882023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2882033.250000 Penalty: 954.670532
	Iteration 48Q: 3 clusters Score -2882033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2882028.250000 Penalty: 954.670532
	Iteration 49Q: 3 clusters Score -2882028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2882028.500000 Penalty: 954.670532
	Iteration 50Q: 3 clusters Score -2882028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2882031.500000 Penalty: 954.670532
	Iteration 51Q: 3 clusters Score -2882032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2882035.750000 Penalty: 954.670532
	Iteration 52Q: 3 clusters Score -2882036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2882034.750000 Penalty: 954.670532
	Iteration 53Q: 3 clusters Score -2882035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2882037.750000 Penalty: 954.670532
	Iteration 54Q: 3 clusters Score -2882038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2882038.500000 Penalty: 954.670532
	Iteration 55Q: 3 clusters Score -2882038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2882036.750000 Penalty: 954.670532
	Iteration 56Q: 3 clusters Score -2882037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2882033.000000 Penalty: 954.670532
	Iteration 57Q: 3 clusters Score -2882033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2882036.750000 Penalty: 954.670532
	Iteration 58Q: 3 clusters Score -2882037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2882033.750000 Penalty: 954.670532
	Iteration 59Q: 3 clusters Score -2882034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2882031.250000 Penalty: 954.670532
	Iteration 60F: 3 clusters Score -2882031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2882032.250000 Penalty: 954.670532
	Iteration 61Q: 3 clusters Score -2882032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2882031.500000 Penalty: 954.670532
	Iteration 62Q: 3 clusters Score -2882032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2882030.250000 Penalty: 954.670532
	Iteration 63Q: 3 clusters Score -2882030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2882027.250000 Penalty: 954.670532
	Iteration 64Q: 3 clusters Score -2882027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2882036.000000 Penalty: 954.670532
	Iteration 65Q: 3 clusters Score -2882036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2882037.250000 Penalty: 954.670532
	Iteration 66Q: 3 clusters Score -2882037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2882032.250000 Penalty: 954.670532
	Iteration 67Q: 3 clusters Score -2882032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2882030.250000 Penalty: 954.670532
	Iteration 68Q: 3 clusters Score -2882030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2882029.250000 Penalty: 954.670532
	Iteration 69Q: 3 clusters Score -2882029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2882029.250000 Penalty: 954.670532
	Iteration 70Q: 3 clusters Score -2882029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2882028.500000 Penalty: 954.670532
	Iteration 71Q: 3 clusters Score -2882028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2882029.250000 Penalty: 954.670532
	Iteration 72Q: 3 clusters Score -2882029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2882030.250000 Penalty: 954.670532
	Iteration 73Q: 3 clusters Score -2882030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2882031.500000 Penalty: 954.670532
	Iteration 74Q: 3 clusters Score -2882032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2882029.250000 Penalty: 954.670532
	Iteration 75Q: 3 clusters Score -2882029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2882029.000000 Penalty: 954.670532
	Iteration 76Q: 3 clusters Score -2882029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2882031.250000 Penalty: 954.670532
	Iteration 77Q: 3 clusters Score -2882031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2882033.500000 Penalty: 954.670532
	Iteration 78Q: 3 clusters Score -2882034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2882033.250000 Penalty: 954.670532
	Iteration 79Q: 3 clusters Score -2882033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2882030.000000 Penalty: 954.670532
	Iteration 80F: 3 clusters Score -2882030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2882031.500000 Penalty: 954.670532
	Iteration 81Q: 3 clusters Score -2882032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2882029.250000 Penalty: 954.670532
	Iteration 82Q: 3 clusters Score -2882029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2882028.500000 Penalty: 954.670532
	Iteration 83Q: 3 clusters Score -2882028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2882025.250000 Penalty: 954.670532
	Iteration 84Q: 3 clusters Score -2882025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2882024.500000 Penalty: 954.670532
	Iteration 85Q: 3 clusters Score -2882024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2882027.000000 Penalty: 954.670532
	Iteration 86Q: 3 clusters Score -2882027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2882027.250000 Penalty: 954.670532
	Iteration 87Q: 3 clusters Score -2882027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2882025.250000 Penalty: 954.670532
	Iteration 88Q: 3 clusters Score -2882025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2882028.000000 Penalty: 954.670532
	Iteration 89Q: 3 clusters Score -2882028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2882026.500000 Penalty: 954.670532
	Iteration 90Q: 3 clusters Score -2882026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2882029.500000 Penalty: 954.670532
	Iteration 91Q: 3 clusters Score -2882030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2882030.250000 Penalty: 954.670532
	Iteration 92Q: 3 clusters Score -2882030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2882030.500000 Penalty: 954.670532
	Iteration 93Q: 3 clusters Score -2882030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2882029.000000 Penalty: 954.670532
	Iteration 94Q: 3 clusters Score -2882029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2882022.500000 Penalty: 954.670532
	Iteration 95Q: 3 clusters Score -2882022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2882022.750000 Penalty: 954.670532
	Iteration 96Q: 3 clusters Score -2882023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2882017.000000 Penalty: 954.670532
	Iteration 97Q: 3 clusters Score -2882017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2882016.750000 Penalty: 954.670532
	Iteration 98Q: 3 clusters Score -2882017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2882017.000000 Penalty: 954.670532
	Iteration 99Q: 3 clusters Score -2882017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2882016.250000 Penalty: 954.670532
	Iteration 100F: 3 clusters Score -2882016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2882021.750000 Penalty: 954.670532
	Iteration 101Q: 3 clusters Score -2882022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2882022.250000 Penalty: 954.670532
	Iteration 102Q: 3 clusters Score -2882022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2882025.000000 Penalty: 954.670532
	Iteration 103Q: 3 clusters Score -2882025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2882027.500000 Penalty: 954.670532
	Iteration 104Q: 3 clusters Score -2882028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2882027.000000 Penalty: 954.670532
	Iteration 105Q: 3 clusters Score -2882027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2882023.750000 Penalty: 954.670532
	Iteration 106Q: 3 clusters Score -2882024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2882021.250000 Penalty: 954.670532
	Iteration 107Q: 3 clusters Score -2882021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2882023.250000 Penalty: 954.670532
	Iteration 108Q: 3 clusters Score -2882023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2882024.750000 Penalty: 954.670532
	Iteration 109Q: 3 clusters Score -2882025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2882027.500000 Penalty: 954.670532
	Iteration 110Q: 3 clusters Score -2882028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2882022.000000 Penalty: 954.670532
	Iteration 111Q: 3 clusters Score -2882022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2882021.750000 Penalty: 954.670532
	Iteration 112Q: 3 clusters Score -2882022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2882022.250000 Penalty: 954.670532
	Iteration 113Q: 3 clusters Score -2882022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2882022.750000 Penalty: 954.670532
	Iteration 114Q: 3 clusters Score -2882023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2882023.250000 Penalty: 954.670532
	Iteration 115Q: 3 clusters Score -2882023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2882020.250000 Penalty: 954.670532
	Iteration 116Q: 3 clusters Score -2882020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2882023.250000 Penalty: 954.670532
	Iteration 117Q: 3 clusters Score -2882023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2882022.000000 Penalty: 954.670532
	Iteration 118Q: 3 clusters Score -2882022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2882022.000000 Penalty: 954.670532
	Iteration 119Q: 3 clusters Score -2882022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2882019.250000 Penalty: 954.670532
	Iteration 120F: 3 clusters Score -2882019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2882024.500000 Penalty: 954.670532
	Iteration 121Q: 3 clusters Score -2882024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2882025.000000 Penalty: 954.670532
	Iteration 122Q: 3 clusters Score -2882025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2882021.750000 Penalty: 954.670532
	Iteration 123Q: 3 clusters Score -2882022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2882020.500000 Penalty: 954.670532
	Iteration 124Q: 3 clusters Score -2882020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2882020.500000 Penalty: 954.670532
	Iteration 125Q: 3 clusters Score -2882020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2882022.000000 Penalty: 954.670532
	Iteration 126Q: 3 clusters Score -2882022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2882024.250000 Penalty: 954.670532
	Iteration 127Q: 3 clusters Score -2882024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2882024.000000 Penalty: 954.670532
	Iteration 128Q: 3 clusters Score -2882024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2882023.500000 Penalty: 954.670532
	Iteration 129Q: 3 clusters Score -2882024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2882024.000000 Penalty: 954.670532
	Iteration 130Q: 3 clusters Score -2882024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2882024.750000 Penalty: 954.670532
	Iteration 131Q: 3 clusters Score -2882025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2882021.250000 Penalty: 954.670532
	Iteration 132Q: 3 clusters Score -2882021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2882021.750000 Penalty: 954.670532
	Iteration 133Q: 3 clusters Score -2882022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2882022.750000 Penalty: 954.670532
	Iteration 134Q: 3 clusters Score -2882023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2882023.500000 Penalty: 954.670532
	Iteration 135Q: 3 clusters Score -2882024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2882024.000000 Penalty: 954.670532
	Iteration 136Q: 3 clusters Score -2882024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2882025.000000 Penalty: 954.670532
	Iteration 137Q: 3 clusters Score -2882025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2882025.000000 Penalty: 954.670532
	Iteration 138F: 3 clusters Score -2882025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (18177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Entering Unmasked Estep 
Score: -1484255.250000 Penalty: 446.259979
	Iteration 0F: 2 clusters Score -1484255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1472069.875000 Penalty: 892.519958
	Iteration 0F: 3 clusters Score -1472070 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1476976.625000 Penalty: 892.519958
	Iteration 1F: 3 clusters Score -1476977 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1477145.500000 Penalty: 892.519958
	Iteration 2Q: 3 clusters Score -1477146 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1477432.625000 Penalty: 892.519958
	Iteration 3Q: 3 clusters Score -1477433 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1477885.625000 Penalty: 892.519958
	Iteration 4F: 3 clusters Score -1477886 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1478663.250000 Penalty: 892.519958
	Iteration 5F: 3 clusters Score -1478663 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1479891.750000 Penalty: 892.519958
	Iteration 6F: 3 clusters Score -1479892 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1481309.625000 Penalty: 892.519958
	Iteration 7F: 3 clusters Score -1481310 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1482520.625000 Penalty: 892.519958
	Iteration 8F: 3 clusters Score -1482521 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1483272.000000 Penalty: 892.519958
	Iteration 9Q: 3 clusters Score -1483272 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1483590.750000 Penalty: 892.519958
	Iteration 10Q: 3 clusters Score -1483591 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1483719.750000 Penalty: 892.519958
	Iteration 11Q: 3 clusters Score -1483720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1483786.875000 Penalty: 892.519958
	Iteration 12Q: 3 clusters Score -1483787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1483824.500000 Penalty: 892.519958
	Iteration 13Q: 3 clusters Score -1483824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1483839.875000 Penalty: 892.519958
	Iteration 14Q: 3 clusters Score -1483840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1483854.500000 Penalty: 892.519958
	Iteration 15Q: 3 clusters Score -1483854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1483860.500000 Penalty: 892.519958
	Iteration 16Q: 3 clusters Score -1483860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1483863.250000 Penalty: 892.519958
	Iteration 17Q: 3 clusters Score -1483863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1483863.250000 Penalty: 892.519958
	Iteration 18F: 3 clusters Score -1483863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (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: -56350.992188 Penalty: 299.733521
	Iteration 0F: 2 clusters Score -56350.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -55716.101562 Penalty: 599.467041
	Iteration 0F: 3 clusters Score -55716.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -55905.851562 Penalty: 599.467041
	Iteration 1F: 3 clusters Score -55905.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55959.710938 Penalty: 599.467041
	Iteration 2F: 3 clusters Score -55959.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -55988.726562 Penalty: 599.467041
	Iteration 3F: 3 clusters Score -55988.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56010.078125 Penalty: 599.467041
	Iteration 4Q: 3 clusters Score -56010.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -56030.703125 Penalty: 599.467041
	Iteration 5Q: 3 clusters Score -56030.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -56043.203125 Penalty: 599.467041
	Iteration 6Q: 3 clusters Score -56043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -56056.273438 Penalty: 599.467041
	Iteration 7Q: 3 clusters Score -56056.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -56067.339844 Penalty: 599.467041
	Iteration 8Q: 3 clusters Score -56067.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -56077.109375 Penalty: 599.467041
	Iteration 9Q: 3 clusters Score -56077.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -56086.949219 Penalty: 599.467041
	Iteration 10Q: 3 clusters Score -56086.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -56090.757812 Penalty: 599.467041
	Iteration 11Q: 3 clusters Score -56090.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -56093.738281 Penalty: 599.467041
	Iteration 12Q: 3 clusters Score -56093.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -56096.773438 Penalty: 599.467041
	Iteration 13Q: 3 clusters Score -56096.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -56099.464844 Penalty: 599.467041
	Iteration 14Q: 3 clusters Score -56099.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -56112.179688 Penalty: 599.467041
	Iteration 15Q: 3 clusters Score -56112.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -56123.058594 Penalty: 599.467041
	Iteration 16Q: 3 clusters Score -56123.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -56125.351562 Penalty: 599.467041
	Iteration 17Q: 3 clusters Score -56125.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56127.636719 Penalty: 599.467041
	Iteration 18Q: 3 clusters Score -56127.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -56127.636719 Penalty: 599.467041
	Iteration 19F: 3 clusters Score -56127.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -131714.937500 Penalty: 337.143250
	Iteration 0F: 2 clusters Score -131714.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -130460.390625 Penalty: 674.286499
	Iteration 0F: 3 clusters Score -130460.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -130850.093750 Penalty: 674.286499
	Iteration 1F: 3 clusters Score -130850.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -130940.843750 Penalty: 674.286499
	Iteration 2F: 3 clusters Score -130940.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -131046.414062 Penalty: 674.286499
	Iteration 3F: 3 clusters Score -131046.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131185.812500 Penalty: 674.286499
	Iteration 4F: 3 clusters Score -131185.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -131349.343750 Penalty: 674.286499
	Iteration 5F: 3 clusters Score -131349.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -131438.593750 Penalty: 674.286499
	Iteration 6F: 3 clusters Score -131438.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -131477.859375 Penalty: 674.286499
	Iteration 7Q: 3 clusters Score -131477.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -131496.093750 Penalty: 674.286499
	Iteration 8Q: 3 clusters Score -131496.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -131509.421875 Penalty: 674.286499
	Iteration 9Q: 3 clusters Score -131509.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -131517.609375 Penalty: 674.286499
	Iteration 10Q: 3 clusters Score -131517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -131520.890625 Penalty: 674.286499
	Iteration 11Q: 3 clusters Score -131520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -131525.843750 Penalty: 674.286499
	Iteration 12Q: 3 clusters Score -131525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -131531.046875 Penalty: 674.286499
	Iteration 13Q: 3 clusters Score -131531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -131535.109375 Penalty: 674.286499
	Iteration 14Q: 3 clusters Score -131535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -131537.984375 Penalty: 674.286499
	Iteration 15Q: 3 clusters Score -131538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -131542.406250 Penalty: 674.286499
	Iteration 16Q: 3 clusters Score -131542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -131548.515625 Penalty: 674.286499
	Iteration 17Q: 3 clusters Score -131548.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -131555.171875 Penalty: 674.286499
	Iteration 18Q: 3 clusters Score -131555.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -131561.218750 Penalty: 674.286499
	Iteration 19Q: 3 clusters Score -131561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -131568.296875 Penalty: 674.286499
	Iteration 20F: 3 clusters Score -131568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -131573.093750 Penalty: 674.286499
	Iteration 21Q: 3 clusters Score -131573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -131574.093750 Penalty: 674.286499
	Iteration 22Q: 3 clusters Score -131574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -131575.375000 Penalty: 674.286499
	Iteration 23Q: 3 clusters Score -131575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -131576.296875 Penalty: 674.286499
	Iteration 24Q: 3 clusters Score -131576.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -131576.296875 Penalty: 674.286499
	Iteration 25F: 3 clusters Score -131576.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -103560.390625 Penalty: 327.415131
	Iteration 0F: 2 clusters Score -103560.4 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 690 members 
Entering Unmasked Estep 
Score: -102551.117188 Penalty: 654.830261
	Iteration 0F: 3 clusters Score -102551.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -102865.656250 Penalty: 654.830261
	Iteration 1F: 3 clusters Score -102865.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -102925.289062 Penalty: 654.830261
	Iteration 2F: 3 clusters Score -102925.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -102971.562500 Penalty: 654.830261
	Iteration 3F: 3 clusters Score -102971.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -103025.273438 Penalty: 654.830261
	Iteration 4Q: 3 clusters Score -103025.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -103093.867188 Penalty: 654.830261
	Iteration 5F: 3 clusters Score -103093.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -103143.882812 Penalty: 654.830261
	Iteration 6Q: 3 clusters Score -103143.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -103175.984375 Penalty: 654.830261
	Iteration 7Q: 3 clusters Score -103176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -103190.195312 Penalty: 654.830261
	Iteration 8Q: 3 clusters Score -103190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -103201.328125 Penalty: 654.830261
	Iteration 9Q: 3 clusters Score -103201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -103209.710938 Penalty: 654.830261
	Iteration 10Q: 3 clusters Score -103209.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -103218.859375 Penalty: 654.830261
	Iteration 11Q: 3 clusters Score -103218.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -103232.203125 Penalty: 654.830261
	Iteration 12Q: 3 clusters Score -103232.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -103241.453125 Penalty: 654.830261
	Iteration 13Q: 3 clusters Score -103241.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -103245.085938 Penalty: 654.830261
	Iteration 14Q: 3 clusters Score -103245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -103248.109375 Penalty: 654.830261
	Iteration 15Q: 3 clusters Score -103248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -103250.296875 Penalty: 654.830261
	Iteration 16Q: 3 clusters Score -103250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -103251.078125 Penalty: 654.830261
	Iteration 17Q: 3 clusters Score -103251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -103251.835938 Penalty: 654.830261
	Iteration 18Q: 3 clusters Score -103251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -103251.835938 Penalty: 654.830261
	Iteration 19F: 3 clusters Score -103251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -14632.328125 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -14632.33 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 96 members 
Entering Unmasked Estep 
Score: -14331.989258 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -14331.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14456.048828 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -14456.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -14486.339844 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -14486.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14511.049805 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -14511.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14524.169922 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -14524.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14526.897461 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -14526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14528.190430 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -14528.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14529.539062 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -14529.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14529.539062 Penalty: 494.468689
	Iteration 8F: 3 clusters Score -14529.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -959388.375000 Penalty: 426.120728
	Iteration 0F: 2 clusters Score -959388.4 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 5898 members 
Entering Unmasked Estep 
Score: -951633.562500 Penalty: 852.241455
	Iteration 0F: 3 clusters Score -951633.6 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -954673.812500 Penalty: 852.241455
	Iteration 1F: 3 clusters Score -954673.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -954976.250000 Penalty: 852.241455
	Iteration 2F: 3 clusters Score -954976.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -955427.187500 Penalty: 852.241455
	Iteration 3F: 3 clusters Score -955427.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -956214.625000 Penalty: 852.241455
	Iteration 4F: 3 clusters Score -956214.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -957218.500000 Penalty: 852.241455
	Iteration 5F: 3 clusters Score -957218.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -958169.125000 Penalty: 852.241455
	Iteration 6F: 3 clusters Score -958169.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -958707.750000 Penalty: 852.241455
	Iteration 7Q: 3 clusters Score -958707.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -958916.875000 Penalty: 852.241455
	Iteration 8Q: 3 clusters Score -958916.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -958970.375000 Penalty: 852.241455
	Iteration 9Q: 3 clusters Score -958970.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -958987.125000 Penalty: 852.241455
	Iteration 10Q: 3 clusters Score -958987.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -958992.312500 Penalty: 852.241455
	Iteration 11Q: 3 clusters Score -958992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -958995.937500 Penalty: 852.241455
	Iteration 12Q: 3 clusters Score -958995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -958999.187500 Penalty: 852.241455
	Iteration 13Q: 3 clusters Score -958999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -959002.125000 Penalty: 852.241455
	Iteration 14Q: 3 clusters Score -959002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -959002.125000 Penalty: 852.241455
	Iteration 15F: 3 clusters Score -959002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -2042476.375000 Penalty: 461.338654
	Iteration 0F: 2 clusters Score -2042476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2026175.375000 Penalty: 922.677307
	Iteration 0F: 3 clusters Score -2026175 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2033487.625000 Penalty: 922.677307
	Iteration 1F: 3 clusters Score -2033488 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2033999.000000 Penalty: 922.677307
	Iteration 2F: 3 clusters Score -2033999 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2034774.500000 Penalty: 922.677307
	Iteration 3F: 3 clusters Score -2034774 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2035837.875000 Penalty: 922.677307
	Iteration 4F: 3 clusters Score -2035838 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2037229.875000 Penalty: 922.677307
	Iteration 5F: 3 clusters Score -2037230 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2038672.750000 Penalty: 922.677307
	Iteration 6F: 3 clusters Score -2038673 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2039656.375000 Penalty: 922.677307
	Iteration 7Q: 3 clusters Score -2039656 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2040211.375000 Penalty: 922.677307
	Iteration 8Q: 3 clusters Score -2040211 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2040561.125000 Penalty: 922.677307
	Iteration 9Q: 3 clusters Score -2040561 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2040862.500000 Penalty: 922.677307
	Iteration 10Q: 3 clusters Score -2040862 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2041142.500000 Penalty: 922.677307
	Iteration 11Q: 3 clusters Score -2041142 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2041376.375000 Penalty: 922.677307
	Iteration 12Q: 3 clusters Score -2041376 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2041606.000000 Penalty: 922.677307
	Iteration 13Q: 3 clusters Score -2041606 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2041821.000000 Penalty: 922.677307
	Iteration 14Q: 3 clusters Score -2041821 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2042027.750000 Penalty: 922.677307
	Iteration 15Q: 3 clusters Score -2042028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2042206.500000 Penalty: 922.677307
	Iteration 16Q: 3 clusters Score -2042206 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2042318.500000 Penalty: 922.677307
	Iteration 17Q: 3 clusters Score -2042318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2042427.875000 Penalty: 922.677307
	Iteration 18Q: 3 clusters Score -2042428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2042498.875000 Penalty: 922.677307
	Iteration 19Q: 3 clusters Score -2042499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2042555.250000 Penalty: 922.677307
	Iteration 20F: 3 clusters Score -2042555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2042591.750000 Penalty: 922.677307
	Iteration 21Q: 3 clusters Score -2042592 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2042626.875000 Penalty: 922.677307
	Iteration 22Q: 3 clusters Score -2042627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2042648.125000 Penalty: 922.677307
	Iteration 23Q: 3 clusters Score -2042648 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2042669.375000 Penalty: 922.677307
	Iteration 24Q: 3 clusters Score -2042669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2042662.750000 Penalty: 922.677307
	Iteration 25Q: 3 clusters Score -2042663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2042665.625000 Penalty: 922.677307
	Iteration 26Q: 3 clusters Score -2042666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2042673.625000 Penalty: 922.677307
	Iteration 27Q: 3 clusters Score -2042674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2042669.500000 Penalty: 922.677307
	Iteration 28Q: 3 clusters Score -2042670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2042667.000000 Penalty: 922.677307
	Iteration 29Q: 3 clusters Score -2042667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2042663.750000 Penalty: 922.677307
	Iteration 30Q: 3 clusters Score -2042664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2042655.125000 Penalty: 922.677307
	Iteration 31Q: 3 clusters Score -2042655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2042645.250000 Penalty: 922.677307
	Iteration 32Q: 3 clusters Score -2042645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2042631.875000 Penalty: 922.677307
	Iteration 33Q: 3 clusters Score -2042632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2042616.500000 Penalty: 922.677307
	Iteration 34Q: 3 clusters Score -2042616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2042610.000000 Penalty: 922.677307
	Iteration 35Q: 3 clusters Score -2042610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2042597.375000 Penalty: 922.677307
	Iteration 36Q: 3 clusters Score -2042597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2042589.000000 Penalty: 922.677307
	Iteration 37Q: 3 clusters Score -2042589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2042579.000000 Penalty: 922.677307
	Iteration 38Q: 3 clusters Score -2042579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2042573.125000 Penalty: 922.677307
	Iteration 39Q: 3 clusters Score -2042573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2042573.375000 Penalty: 922.677307
	Iteration 40F: 3 clusters Score -2042573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2042568.125000 Penalty: 922.677307
	Iteration 41Q: 3 clusters Score -2042568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2042565.750000 Penalty: 922.677307
	Iteration 42Q: 3 clusters Score -2042566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2042569.000000 Penalty: 922.677307
	Iteration 43Q: 3 clusters Score -2042569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2042567.875000 Penalty: 922.677307
	Iteration 44Q: 3 clusters Score -2042568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2042564.625000 Penalty: 922.677307
	Iteration 45Q: 3 clusters Score -2042565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2042556.625000 Penalty: 922.677307
	Iteration 46Q: 3 clusters Score -2042557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2042554.375000 Penalty: 922.677307
	Iteration 47Q: 3 clusters Score -2042554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2042550.500000 Penalty: 922.677307
	Iteration 48Q: 3 clusters Score -2042550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2042542.250000 Penalty: 922.677307
	Iteration 49Q: 3 clusters Score -2042542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2042537.500000 Penalty: 922.677307
	Iteration 50Q: 3 clusters Score -2042538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2042531.625000 Penalty: 922.677307
	Iteration 51Q: 3 clusters Score -2042532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2042536.750000 Penalty: 922.677307
	Iteration 52Q: 3 clusters Score -2042537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2042535.000000 Penalty: 922.677307
	Iteration 53Q: 3 clusters Score -2042535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2042530.500000 Penalty: 922.677307
	Iteration 54Q: 3 clusters Score -2042530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2042516.250000 Penalty: 922.677307
	Iteration 55Q: 3 clusters Score -2042516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2042518.625000 Penalty: 922.677307
	Iteration 56Q: 3 clusters Score -2042519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2042518.250000 Penalty: 922.677307
	Iteration 57Q: 3 clusters Score -2042518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2042513.875000 Penalty: 922.677307
	Iteration 58Q: 3 clusters Score -2042514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2042520.500000 Penalty: 922.677307
	Iteration 59Q: 3 clusters Score -2042520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2042518.625000 Penalty: 922.677307
	Iteration 60F: 3 clusters Score -2042519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2042511.375000 Penalty: 922.677307
	Iteration 61Q: 3 clusters Score -2042511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2042507.625000 Penalty: 922.677307
	Iteration 62Q: 3 clusters Score -2042508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2042501.750000 Penalty: 922.677307
	Iteration 63Q: 3 clusters Score -2042502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2042498.750000 Penalty: 922.677307
	Iteration 64Q: 3 clusters Score -2042499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2042494.500000 Penalty: 922.677307
	Iteration 65Q: 3 clusters Score -2042494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2042488.750000 Penalty: 922.677307
	Iteration 66Q: 3 clusters Score -2042489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2042480.250000 Penalty: 922.677307
	Iteration 67Q: 3 clusters Score -2042480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2042480.000000 Penalty: 922.677307
	Iteration 68Q: 3 clusters Score -2042480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2042476.625000 Penalty: 922.677307
	Iteration 69Q: 3 clusters Score -2042477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2042466.875000 Penalty: 922.677307
	Iteration 70Q: 3 clusters Score -2042467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2042457.125000 Penalty: 922.677307
	Iteration 71Q: 3 clusters Score -2042457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2042459.000000 Penalty: 922.677307
	Iteration 72Q: 3 clusters Score -2042459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2042460.750000 Penalty: 922.677307
	Iteration 73Q: 3 clusters Score -2042461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2042454.500000 Penalty: 922.677307
	Iteration 74Q: 3 clusters Score -2042454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2042454.500000 Penalty: 922.677307
	Iteration 75Q: 3 clusters Score -2042454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2042450.625000 Penalty: 922.677307
	Iteration 76Q: 3 clusters Score -2042451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2042445.625000 Penalty: 922.677307
	Iteration 77Q: 3 clusters Score -2042446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2042441.750000 Penalty: 922.677307
	Iteration 78Q: 3 clusters Score -2042442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2042436.625000 Penalty: 922.677307
	Iteration 79Q: 3 clusters Score -2042437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2042425.875000 Penalty: 922.677307
	Iteration 80F: 3 clusters Score -2042426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2042415.125000 Penalty: 922.677307
	Iteration 81Q: 3 clusters Score -2042415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2042415.750000 Penalty: 922.677307
	Iteration 82Q: 3 clusters Score -2042416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2042414.625000 Penalty: 922.677307
	Iteration 83Q: 3 clusters Score -2042415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2042408.375000 Penalty: 922.677307
	Iteration 84Q: 3 clusters Score -2042408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2042411.250000 Penalty: 922.677307
	Iteration 85Q: 3 clusters Score -2042411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2042410.625000 Penalty: 922.677307
	Iteration 86Q: 3 clusters Score -2042411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2042404.500000 Penalty: 922.677307
	Iteration 87Q: 3 clusters Score -2042404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2042399.375000 Penalty: 922.677307
	Iteration 88Q: 3 clusters Score -2042399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2042399.875000 Penalty: 922.677307
	Iteration 89Q: 3 clusters Score -2042400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2042398.250000 Penalty: 922.677307
	Iteration 90Q: 3 clusters Score -2042398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2042391.000000 Penalty: 922.677307
	Iteration 91Q: 3 clusters Score -2042391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2042383.125000 Penalty: 922.677307
	Iteration 92Q: 3 clusters Score -2042383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2042375.250000 Penalty: 922.677307
	Iteration 93Q: 3 clusters Score -2042375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2042370.250000 Penalty: 922.677307
	Iteration 94Q: 3 clusters Score -2042370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2042367.875000 Penalty: 922.677307
	Iteration 95Q: 3 clusters Score -2042368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2042368.375000 Penalty: 922.677307
	Iteration 96Q: 3 clusters Score -2042368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2042358.500000 Penalty: 922.677307
	Iteration 97Q: 3 clusters Score -2042358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2042356.875000 Penalty: 922.677307
	Iteration 98Q: 3 clusters Score -2042357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2042357.125000 Penalty: 922.677307
	Iteration 99Q: 3 clusters Score -2042357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2042357.000000 Penalty: 922.677307
	Iteration 100F: 3 clusters Score -2042357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2042358.375000 Penalty: 922.677307
	Iteration 101Q: 3 clusters Score -2042358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2042354.875000 Penalty: 922.677307
	Iteration 102Q: 3 clusters Score -2042355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2042352.250000 Penalty: 922.677307
	Iteration 103Q: 3 clusters Score -2042352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2042346.625000 Penalty: 922.677307
	Iteration 104Q: 3 clusters Score -2042347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2042348.375000 Penalty: 922.677307
	Iteration 105Q: 3 clusters Score -2042348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2042348.375000 Penalty: 922.677307
	Iteration 106F: 3 clusters Score -2042348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -5646.971191 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -5646.971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5480.841797 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -5480.842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5576.105469 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -5576.105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5596.608887 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -5596.609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5612.102539 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -5612.103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -5653.146973 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -5653.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5660.998535 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -5660.999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5662.647949 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -5662.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -5662.647949 Penalty: 437.908783
	Iteration 7F: 3 clusters Score -5662.648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 24171 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27504 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14077 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32413 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20817 members 
Mstep: Class 36 contains 23553 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4536 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3167 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3421 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23013 members 
Mstep: Class 53 contains 3632 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23804 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19247 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17899 members 
Mstep: Class 61 contains 21566 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 983 members 
Mstep: Class 64 contains 35986 members 
Mstep: Class 65 contains 18177 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11676 members 
Mstep: Class 71 contains 25319 members 
Mstep: Class 72 contains 79 members 
Mstep: Class 73 contains 9493 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24673 members 
Mstep: Class 76 contains 44 members 
Entering Unmasked Estep 
Score: -42172480.000000 Penalty: 45747.167969
Splitting cluster 72 changes total score from -42173328.000000 to -42172480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -778423.000000 Penalty: 416.703094
	Iteration 0F: 2 clusters Score -778423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -772033.937500 Penalty: 833.406189
	Iteration 0F: 3 clusters Score -772033.9 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -774947.062500 Penalty: 833.406189
	Iteration 1F: 3 clusters Score -774947.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -775581.875000 Penalty: 833.406189
	Iteration 2F: 3 clusters Score -775581.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -776399.937500 Penalty: 833.406189
	Iteration 3F: 3 clusters Score -776399.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -776973.750000 Penalty: 833.406189
	Iteration 4F: 3 clusters Score -776973.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -777280.312500 Penalty: 833.406189
	Iteration 5Q: 3 clusters Score -777280.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -777488.500000 Penalty: 833.406189
	Iteration 6Q: 3 clusters Score -777488.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -777645.625000 Penalty: 833.406189
	Iteration 7Q: 3 clusters Score -777645.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -777758.375000 Penalty: 833.406189
	Iteration 8Q: 3 clusters Score -777758.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -777864.375000 Penalty: 833.406189
	Iteration 9Q: 3 clusters Score -777864.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -777933.250000 Penalty: 833.406189
	Iteration 10Q: 3 clusters Score -777933.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -777943.937500 Penalty: 833.406189
	Iteration 11Q: 3 clusters Score -777943.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -777949.375000 Penalty: 833.406189
	Iteration 12Q: 3 clusters Score -777949.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -777960.687500 Penalty: 833.406189
	Iteration 13Q: 3 clusters Score -777960.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -777973.937500 Penalty: 833.406189
	Iteration 14Q: 3 clusters Score -777973.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -777992.000000 Penalty: 833.406189
	Iteration 15Q: 3 clusters Score -777992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -777989.187500 Penalty: 833.406189
	Iteration 16Q: 3 clusters Score -777989.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -777998.312500 Penalty: 833.406189
	Iteration 17Q: 3 clusters Score -777998.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -778005.312500 Penalty: 833.406189
	Iteration 18Q: 3 clusters Score -778005.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -778001.125000 Penalty: 833.406189
	Iteration 19Q: 3 clusters Score -778001.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -778004.875000 Penalty: 833.406189
	Iteration 20F: 3 clusters Score -778004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -778004.125000 Penalty: 833.406189
	Iteration 21Q: 3 clusters Score -778004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -777999.500000 Penalty: 833.406189
	Iteration 22Q: 3 clusters Score -777999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -778002.812500 Penalty: 833.406189
	Iteration 23Q: 3 clusters Score -778002.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -778000.375000 Penalty: 833.406189
	Iteration 24Q: 3 clusters Score -778000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -778000.875000 Penalty: 833.406189
	Iteration 25Q: 3 clusters Score -778000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -778000.812500 Penalty: 833.406189
	Iteration 26Q: 3 clusters Score -778000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -777998.125000 Penalty: 833.406189
	Iteration 27Q: 3 clusters Score -777998.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -777998.125000 Penalty: 833.406189
	Iteration 28F: 3 clusters Score -777998.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -15388.823242 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -15388.82 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 108 members 
Entering Unmasked Estep 
Score: -15099.068359 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -15099.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15186.840820 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -15186.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15206.272461 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -15206.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -15222.424805 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -15222.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15246.690430 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -15246.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15253.001953 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -15253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15259.670898 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -15259.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15269.024414 Penalty: 494.468689
	Iteration 7Q: 3 clusters Score -15269.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15271.589844 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -15271.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15277.418945 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -15277.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15281.505859 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -15281.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15284.017578 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -15284.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15285.711914 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -15285.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15285.711914 Penalty: 494.468689
	Iteration 13F: 3 clusters Score -15285.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (24673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Entering Unmasked Estep 
Score: -2007205.000000 Penalty: 460.162628
	Iteration 0F: 2 clusters Score -2007205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1991450.375000 Penalty: 920.325256
	Iteration 0F: 3 clusters Score -1991450 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1998409.750000 Penalty: 920.325256
	Iteration 1F: 3 clusters Score -1998410 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1998828.375000 Penalty: 920.325256
	Iteration 2Q: 3 clusters Score -1998828 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1999448.125000 Penalty: 920.325256
	Iteration 3Q: 3 clusters Score -1999448 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2000312.125000 Penalty: 920.325256
	Iteration 4F: 3 clusters Score -2000312 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2001444.875000 Penalty: 920.325256
	Iteration 5F: 3 clusters Score -2001445 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2002717.250000 Penalty: 920.325256
	Iteration 6F: 3 clusters Score -2002717 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2003673.625000 Penalty: 920.325256
	Iteration 7Q: 3 clusters Score -2003674 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2004217.500000 Penalty: 920.325256
	Iteration 8Q: 3 clusters Score -2004218 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2004486.000000 Penalty: 920.325256
	Iteration 9Q: 3 clusters Score -2004486 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2004723.875000 Penalty: 920.325256
	Iteration 10Q: 3 clusters Score -2004724 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2004973.875000 Penalty: 920.325256
	Iteration 11Q: 3 clusters Score -2004974 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2005194.125000 Penalty: 920.325256
	Iteration 12Q: 3 clusters Score -2005194 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2005400.625000 Penalty: 920.325256
	Iteration 13Q: 3 clusters Score -2005401 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2005590.750000 Penalty: 920.325256
	Iteration 14Q: 3 clusters Score -2005591 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2005769.250000 Penalty: 920.325256
	Iteration 15Q: 3 clusters Score -2005769 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2005944.500000 Penalty: 920.325256
	Iteration 16Q: 3 clusters Score -2005944 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2006099.375000 Penalty: 920.325256
	Iteration 17Q: 3 clusters Score -2006099 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2006227.250000 Penalty: 920.325256
	Iteration 18Q: 3 clusters Score -2006227 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2006361.375000 Penalty: 920.325256
	Iteration 19Q: 3 clusters Score -2006361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2006473.625000 Penalty: 920.325256
	Iteration 20F: 3 clusters Score -2006474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2006558.625000 Penalty: 920.325256
	Iteration 21Q: 3 clusters Score -2006559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2006620.375000 Penalty: 920.325256
	Iteration 22Q: 3 clusters Score -2006620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2006656.625000 Penalty: 920.325256
	Iteration 23Q: 3 clusters Score -2006657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2006692.250000 Penalty: 920.325256
	Iteration 24Q: 3 clusters Score -2006692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2006701.375000 Penalty: 920.325256
	Iteration 25Q: 3 clusters Score -2006701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2006712.750000 Penalty: 920.325256
	Iteration 26Q: 3 clusters Score -2006713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2006728.000000 Penalty: 920.325256
	Iteration 27Q: 3 clusters Score -2006728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2006735.375000 Penalty: 920.325256
	Iteration 28Q: 3 clusters Score -2006735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2006747.750000 Penalty: 920.325256
	Iteration 29Q: 3 clusters Score -2006748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2006753.625000 Penalty: 920.325256
	Iteration 30Q: 3 clusters Score -2006754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2006757.875000 Penalty: 920.325256
	Iteration 31Q: 3 clusters Score -2006758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2006758.250000 Penalty: 920.325256
	Iteration 32Q: 3 clusters Score -2006758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2006760.375000 Penalty: 920.325256
	Iteration 33Q: 3 clusters Score -2006760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2006762.750000 Penalty: 920.325256
	Iteration 34Q: 3 clusters Score -2006763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2006762.750000 Penalty: 920.325256
	Iteration 35F: 3 clusters Score -2006763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 24171 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27504 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30167 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14077 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22790 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32413 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20817 members 
Mstep: Class 36 contains 23553 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4536 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3167 members 
Mstep: Class 45 contains 1619 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3421 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23013 members 
Mstep: Class 53 contains 3632 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23804 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19247 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17899 members 
Mstep: Class 61 contains 21566 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 983 members 
Mstep: Class 64 contains 35986 members 
Mstep: Class 65 contains 18177 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1652 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11676 members 
Mstep: Class 71 contains 25319 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9493 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173024.000000 Penalty: 45145.230469
Iteration 239Q: 76 clusters Score -4.217302e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 24074 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 7275 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27695 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 13607 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31114 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30367 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14091 members 
Mstep: Class 26 contains 2830 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22751 members 
Mstep: Class 30 contains 5059 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32484 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20822 members 
Mstep: Class 36 contains 23648 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4533 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3160 members 
Mstep: Class 45 contains 1618 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3406 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 22878 members 
Mstep: Class 53 contains 3643 members 
Mstep: Class 54 contains 402 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23803 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19380 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17792 members 
Mstep: Class 61 contains 21548 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 966 members 
Mstep: Class 64 contains 35980 members 
Mstep: Class 65 contains 18264 members 
Mstep: Class 66 contains 727 members 
Mstep: Class 67 contains 1654 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11615 members 
Mstep: Class 71 contains 25389 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9434 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 24965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172864.000000 Penalty: 45145.230469
Iteration 240F: 76 clusters Score -4.217286e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 23968 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 446 members 
Mstep: Class 8 contains 27919 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 13581 members 
Mstep: Class 16 contains 2359 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 31035 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30572 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14097 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22706 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32528 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20821 members 
Mstep: Class 36 contains 23745 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4532 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3155 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3392 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23078 members 
Mstep: Class 53 contains 3655 members 
Mstep: Class 54 contains 401 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23782 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19519 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 17368 members 
Mstep: Class 61 contains 21510 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 953 members 
Mstep: Class 64 contains 35982 members 
Mstep: Class 65 contains 18343 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1654 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11600 members 
Mstep: Class 71 contains 25479 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9372 members 
Mstep: Class 74 contains 230 members 
Mstep: Class 75 contains 25219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172500.000000 Penalty: 45145.230469
Iteration 241Q: 76 clusters Score -4.21725e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 23840 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 6259 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 28105 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30962 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30769 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14105 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22662 members 
Mstep: Class 30 contains 5069 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32577 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20826 members 
Mstep: Class 36 contains 23862 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4530 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3143 members 
Mstep: Class 45 contains 1617 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3376 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23300 members 
Mstep: Class 53 contains 3665 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23757 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19693 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 16936 members 
Mstep: Class 61 contains 21477 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 944 members 
Mstep: Class 64 contains 35987 members 
Mstep: Class 65 contains 18440 members 
Mstep: Class 66 contains 726 members 
Mstep: Class 67 contains 1654 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11558 members 
Mstep: Class 71 contains 25565 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9295 members 
Mstep: Class 74 contains 230 members 
Mstep: Class 75 contains 25471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172044.000000 Penalty: 45145.230469
Iteration 242Q: 76 clusters Score -4.217204e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 28299 members 
Mstep: Class 9 contains 1196 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 13554 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30872 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 30911 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14115 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22634 members 
Mstep: Class 30 contains 5063 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32607 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20831 members 
Mstep: Class 36 contains 23933 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4527 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3133 members 
Mstep: Class 45 contains 1620 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 3365 members 
Mstep: Class 50 contains 260 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 23532 members 
Mstep: Class 53 contains 3672 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23743 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19881 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 16476 members 
Mstep: Class 61 contains 21440 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 931 members 
Mstep: Class 64 contains 35991 members 
Mstep: Class 65 contains 18520 members 
Mstep: Class 66 contains 727 members 
Mstep: Class 67 contains 1655 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11551 members 
Mstep: Class 71 contains 25663 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9193 members 
Mstep: Class 74 contains 229 members 
Mstep: Class 75 contains 25748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171716.000000 Penalty: 45145.230469
Iteration 243Q: 76 clusters Score -4.217172e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 23673 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 5371 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 28491 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30802 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 31010 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14117 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 1631 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22615 members 
Mstep: Class 30 contains 5058 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32637 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20833 members 
Mstep: Class 36 contains 24003 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4526 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3122 members 
Mstep: Class 45 contains 1621 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3366 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 23819 members 
Mstep: Class 53 contains 3681 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23684 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20070 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 16020 members 
Mstep: Class 61 contains 21410 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 919 members 
Mstep: Class 64 contains 35983 members 
Mstep: Class 65 contains 18595 members 
Mstep: Class 66 contains 727 members 
Mstep: Class 67 contains 1656 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11539 members 
Mstep: Class 71 contains 25732 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 9088 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 25979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171276.000000 Penalty: 45145.230469
Iteration 244Q: 76 clusters Score -4.217128e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 23623 members 
Mstep: Class 4 contains 1178 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 4973 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 28627 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30747 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 698 members 
Mstep: Class 22 contains 31121 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22596 members 
Mstep: Class 30 contains 5069 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32653 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20840 members 
Mstep: Class 36 contains 24085 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4527 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3111 members 
Mstep: Class 45 contains 1623 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3370 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 24058 members 
Mstep: Class 53 contains 3689 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23628 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20263 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 15598 members 
Mstep: Class 61 contains 21361 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 907 members 
Mstep: Class 64 contains 35961 members 
Mstep: Class 65 contains 18687 members 
Mstep: Class 66 contains 728 members 
Mstep: Class 67 contains 1661 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11546 members 
Mstep: Class 71 contains 25808 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8966 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 26183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171176.000000 Penalty: 45145.230469
Iteration 245Q: 76 clusters Score -4.217118e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 23581 members 
Mstep: Class 4 contains 1179 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 28854 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 13563 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30720 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 31165 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14125 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1636 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 5092 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32655 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20847 members 
Mstep: Class 36 contains 24161 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4526 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3092 members 
Mstep: Class 45 contains 1623 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3362 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 24285 members 
Mstep: Class 53 contains 3693 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23576 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20442 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 15173 members 
Mstep: Class 61 contains 21306 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 899 members 
Mstep: Class 64 contains 35947 members 
Mstep: Class 65 contains 18756 members 
Mstep: Class 66 contains 730 members 
Mstep: Class 67 contains 1661 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11570 members 
Mstep: Class 71 contains 25879 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8813 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 26428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171132.000000 Penalty: 45145.230469
Iteration 246Q: 76 clusters Score -4.217113e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 23563 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 29102 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 13543 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30682 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 31158 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14123 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22523 members 
Mstep: Class 30 contains 5119 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32651 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20843 members 
Mstep: Class 36 contains 24224 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4525 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3083 members 
Mstep: Class 45 contains 1622 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3348 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 24517 members 
Mstep: Class 53 contains 3702 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23535 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20623 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 14720 members 
Mstep: Class 61 contains 21272 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 892 members 
Mstep: Class 64 contains 35949 members 
Mstep: Class 65 contains 18807 members 
Mstep: Class 66 contains 730 members 
Mstep: Class 67 contains 1659 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11608 members 
Mstep: Class 71 contains 25919 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8664 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 26723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170748.000000 Penalty: 45145.230469
Iteration 247Q: 76 clusters Score -4.217075e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 23570 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 29365 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6404 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 13481 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30627 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 31111 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14128 members 
Mstep: Class 26 contains 2845 members 
Mstep: Class 27 contains 1641 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22496 members 
Mstep: Class 30 contains 5148 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32661 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20845 members 
Mstep: Class 36 contains 24298 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4524 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3075 members 
Mstep: Class 45 contains 1624 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3340 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 24713 members 
Mstep: Class 53 contains 3708 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23497 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 20796 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 14289 members 
Mstep: Class 61 contains 21237 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 886 members 
Mstep: Class 64 contains 35934 members 
Mstep: Class 65 contains 18906 members 
Mstep: Class 66 contains 730 members 
Mstep: Class 67 contains 1651 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11649 members 
Mstep: Class 71 contains 25917 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8509 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 27014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170424.000000 Penalty: 45145.230469
Iteration 248Q: 76 clusters Score -4.217042e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 29637 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6411 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 13419 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30580 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 31039 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14133 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22477 members 
Mstep: Class 30 contains 5185 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32646 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 24350 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4521 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3069 members 
Mstep: Class 45 contains 1624 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3321 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 24853 members 
Mstep: Class 53 contains 3711 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23448 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 20973 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 13890 members 
Mstep: Class 61 contains 21196 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 882 members 
Mstep: Class 64 contains 35922 members 
Mstep: Class 65 contains 18967 members 
Mstep: Class 66 contains 730 members 
Mstep: Class 67 contains 1645 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11686 members 
Mstep: Class 71 contains 25908 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8361 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 27338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170444.000000 Penalty: 45145.230469
Iteration 249Q: 76 clusters Score -4.217044e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 23654 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 29950 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6417 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 13382 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30949 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14141 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22459 members 
Mstep: Class 30 contains 5219 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32610 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 24388 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4520 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3060 members 
Mstep: Class 45 contains 1629 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3295 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 24973 members 
Mstep: Class 53 contains 3714 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23395 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 21148 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 13504 members 
Mstep: Class 61 contains 21157 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 881 members 
Mstep: Class 64 contains 35917 members 
Mstep: Class 65 contains 19031 members 
Mstep: Class 66 contains 730 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11743 members 
Mstep: Class 71 contains 25889 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8202 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 27649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170060.000000 Penalty: 45145.230469
Iteration 250Q: 76 clusters Score -4.217006e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 23701 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 30253 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6422 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 13311 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30460 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30841 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14147 members 
Mstep: Class 26 contains 2866 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22456 members 
Mstep: Class 30 contains 5250 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32563 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 24445 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4520 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3048 members 
Mstep: Class 45 contains 1630 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3266 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25131 members 
Mstep: Class 53 contains 3719 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23336 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 21334 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 13115 members 
Mstep: Class 61 contains 21115 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 881 members 
Mstep: Class 64 contains 35918 members 
Mstep: Class 65 contains 19171 members 
Mstep: Class 66 contains 731 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11746 members 
Mstep: Class 71 contains 25855 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8032 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 27940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169880.000000 Penalty: 45145.230469
Iteration 251Q: 76 clusters Score -4.216988e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 23762 members 
Mstep: Class 4 contains 1190 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 30613 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 13261 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30418 members 
Mstep: Class 19 contains 2884 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30684 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14157 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 1643 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22459 members 
Mstep: Class 30 contains 5273 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32490 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20858 members 
Mstep: Class 36 contains 24499 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4515 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3042 members 
Mstep: Class 45 contains 1630 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3223 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25256 members 
Mstep: Class 53 contains 3724 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23306 members 
Mstep: Class 57 contains 132 members 
Mstep: Class 58 contains 21503 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 12743 members 
Mstep: Class 61 contains 21072 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 879 members 
Mstep: Class 64 contains 35917 members 
Mstep: Class 65 contains 19294 members 
Mstep: Class 66 contains 733 members 
Mstep: Class 67 contains 1636 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11792 members 
Mstep: Class 71 contains 25780 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7840 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 28231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169412.000000 Penalty: 45145.230469
Iteration 252Q: 76 clusters Score -4.216941e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 23835 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 31000 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30375 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30526 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14169 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 1642 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22449 members 
Mstep: Class 30 contains 5308 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32431 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 24553 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4517 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3038 members 
Mstep: Class 45 contains 1631 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3159 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25333 members 
Mstep: Class 53 contains 3726 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23251 members 
Mstep: Class 57 contains 132 members 
Mstep: Class 58 contains 21650 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 12392 members 
Mstep: Class 61 contains 21006 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 874 members 
Mstep: Class 64 contains 35910 members 
Mstep: Class 65 contains 19425 members 
Mstep: Class 66 contains 735 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11880 members 
Mstep: Class 71 contains 25727 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7618 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 28515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169244.000000 Penalty: 45145.230469
Iteration 253Q: 76 clusters Score -4.216924e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 23880 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 31400 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 13192 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30339 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30352 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14183 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1640 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22456 members 
Mstep: Class 30 contains 5332 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32342 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20867 members 
Mstep: Class 36 contains 24571 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4516 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3031 members 
Mstep: Class 45 contains 1632 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3116 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25444 members 
Mstep: Class 53 contains 3731 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23201 members 
Mstep: Class 57 contains 132 members 
Mstep: Class 58 contains 21801 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 12055 members 
Mstep: Class 61 contains 20934 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 872 members 
Mstep: Class 64 contains 35904 members 
Mstep: Class 65 contains 19544 members 
Mstep: Class 66 contains 737 members 
Mstep: Class 67 contains 1632 members 
Mstep: Class 68 contains 1333 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11948 members 
Mstep: Class 71 contains 25712 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7423 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 28751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168948.000000 Penalty: 45145.230469
Iteration 254Q: 76 clusters Score -4.216895e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 23942 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30312 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 30150 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14195 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22457 members 
Mstep: Class 30 contains 5355 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32277 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20872 members 
Mstep: Class 36 contains 24568 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4515 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3020 members 
Mstep: Class 45 contains 1635 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3080 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25533 members 
Mstep: Class 53 contains 3732 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23128 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 21916 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 11733 members 
Mstep: Class 61 contains 20851 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 872 members 
Mstep: Class 64 contains 35908 members 
Mstep: Class 65 contains 19672 members 
Mstep: Class 66 contains 735 members 
Mstep: Class 67 contains 1631 members 
Mstep: Class 68 contains 1334 members 
Mstep: Class 69 contains 229 members 
Mstep: Class 70 contains 11972 members 
Mstep: Class 71 contains 25694 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7259 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 29036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168588.000000 Penalty: 45145.230469
Iteration 255Q: 76 clusters Score -4.216859e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 24021 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 32270 members 
Mstep: Class 9 contains 1203 members 
Mstep: Class 10 contains 6437 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 13060 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30286 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 697 members 
Mstep: Class 22 contains 29917 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14207 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22463 members 
Mstep: Class 30 contains 5370 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32214 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20878 members 
Mstep: Class 36 contains 24537 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4511 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 3005 members 
Mstep: Class 45 contains 1635 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3060 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25579 members 
Mstep: Class 53 contains 3737 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23064 members 
Mstep: Class 57 contains 131 members 
Mstep: Class 58 contains 22004 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 11456 members 
Mstep: Class 61 contains 20794 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 873 members 
Mstep: Class 64 contains 35905 members 
Mstep: Class 65 contains 19826 members 
Mstep: Class 66 contains 736 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 1336 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11998 members 
Mstep: Class 71 contains 25678 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7100 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 29318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168264.000000 Penalty: 45145.230469
Iteration 256Q: 76 clusters Score -4.216826e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2752 members 
Mstep: Class 3 contains 24080 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 32710 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30251 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 696 members 
Mstep: Class 22 contains 29653 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14209 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22473 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32180 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20879 members 
Mstep: Class 36 contains 24479 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4512 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2986 members 
Mstep: Class 45 contains 1636 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3030 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25604 members 
Mstep: Class 53 contains 3750 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 23030 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22107 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 11208 members 
Mstep: Class 61 contains 20746 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 874 members 
Mstep: Class 64 contains 35896 members 
Mstep: Class 65 contains 19979 members 
Mstep: Class 66 contains 738 members 
Mstep: Class 67 contains 1636 members 
Mstep: Class 68 contains 1337 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11985 members 
Mstep: Class 71 contains 25685 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6938 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 29621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167936.000000 Penalty: 45145.230469
Iteration 257Q: 76 clusters Score -4.216794e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2787 members 
Mstep: Class 3 contains 24162 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 2101 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 33185 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12948 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30234 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 29355 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14230 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1639 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22487 members 
Mstep: Class 30 contains 5403 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32120 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20886 members 
Mstep: Class 36 contains 24416 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4511 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2971 members 
Mstep: Class 45 contains 1639 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 3007 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25625 members 
Mstep: Class 53 contains 3761 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22972 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22203 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 10952 members 
Mstep: Class 61 contains 20701 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 874 members 
Mstep: Class 64 contains 35886 members 
Mstep: Class 65 contains 20149 members 
Mstep: Class 66 contains 739 members 
Mstep: Class 67 contains 1638 members 
Mstep: Class 68 contains 1337 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11991 members 
Mstep: Class 71 contains 25686 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6781 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 29900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167636.000000 Penalty: 45145.230469
Iteration 258Q: 76 clusters Score -4.216764e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 24235 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 33739 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30209 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 28977 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14246 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 1637 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22497 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32049 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20880 members 
Mstep: Class 36 contains 24367 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4512 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2958 members 
Mstep: Class 45 contains 1640 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2981 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25624 members 
Mstep: Class 53 contains 3777 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22909 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22293 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 10684 members 
Mstep: Class 61 contains 20668 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 872 members 
Mstep: Class 64 contains 35866 members 
Mstep: Class 65 contains 20333 members 
Mstep: Class 66 contains 739 members 
Mstep: Class 67 contains 1638 members 
Mstep: Class 68 contains 1337 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 12023 members 
Mstep: Class 71 contains 25691 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6612 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 30195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167292.000000 Penalty: 45145.230469
Iteration 259Q: 76 clusters Score -4.216729e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 24303 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1850 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 34307 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12807 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30182 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 28578 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14259 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 1636 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22518 members 
Mstep: Class 30 contains 5444 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31989 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20876 members 
Mstep: Class 36 contains 24251 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4514 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2947 members 
Mstep: Class 45 contains 1640 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2964 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25589 members 
Mstep: Class 53 contains 3787 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22878 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22360 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 10440 members 
Mstep: Class 61 contains 20627 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 872 members 
Mstep: Class 64 contains 35866 members 
Mstep: Class 65 contains 20514 members 
Mstep: Class 66 contains 739 members 
Mstep: Class 67 contains 1640 members 
Mstep: Class 68 contains 1336 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 12009 members 
Mstep: Class 71 contains 25702 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6497 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 30481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167312.000000 Penalty: 45145.230469
Iteration 260F: 76 clusters Score -4.216731e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 24344 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 34884 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30167 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 28136 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14268 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22533 members 
Mstep: Class 30 contains 5464 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31950 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20874 members 
Mstep: Class 36 contains 24145 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4514 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2940 members 
Mstep: Class 45 contains 1639 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2928 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 25550 members 
Mstep: Class 53 contains 3794 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22847 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22452 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 10194 members 
Mstep: Class 61 contains 20573 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 869 members 
Mstep: Class 64 contains 35879 members 
Mstep: Class 65 contains 20659 members 
Mstep: Class 66 contains 740 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 1337 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11968 members 
Mstep: Class 71 contains 25741 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6451 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 30795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167352.000000 Penalty: 45145.230469
Iteration 261Q: 76 clusters Score -4.216735e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 24385 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1647 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 35489 members 
Mstep: Class 9 contains 1206 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30139 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 27680 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14282 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1634 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22563 members 
Mstep: Class 30 contains 5481 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31937 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20872 members 
Mstep: Class 36 contains 24056 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4511 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2928 members 
Mstep: Class 45 contains 1639 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2885 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25490 members 
Mstep: Class 53 contains 3799 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22840 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 22519 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 9958 members 
Mstep: Class 61 contains 20533 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 863 members 
Mstep: Class 64 contains 35880 members 
Mstep: Class 65 contains 20817 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1638 members 
Mstep: Class 68 contains 1338 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11926 members 
Mstep: Class 71 contains 25743 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6415 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 31098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167624.000000 Penalty: 45145.230469
Iteration 262Q: 76 clusters Score -4.216762e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 24433 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 36148 members 
Mstep: Class 9 contains 1208 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 12520 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30095 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 27293 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1634 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22587 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31909 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20868 members 
Mstep: Class 36 contains 23996 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4508 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2924 members 
Mstep: Class 45 contains 1640 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2843 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1121 members 
Mstep: Class 52 contains 25458 members 
Mstep: Class 53 contains 3804 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22810 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22496 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 9717 members 
Mstep: Class 61 contains 20461 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 858 members 
Mstep: Class 64 contains 35888 members 
Mstep: Class 65 contains 20943 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1635 members 
Mstep: Class 68 contains 1340 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11882 members 
Mstep: Class 71 contains 25732 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6399 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 31404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168116.000000 Penalty: 45145.230469
Iteration 263Q: 76 clusters Score -4.216812e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3007 members 
Mstep: Class 3 contains 24494 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 36871 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12431 members 
Mstep: Class 16 contains 2348 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30052 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26974 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14315 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1632 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22612 members 
Mstep: Class 30 contains 5491 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31856 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20866 members 
Mstep: Class 36 contains 23927 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4509 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2913 members 
Mstep: Class 45 contains 1641 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2810 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1122 members 
Mstep: Class 52 contains 25477 members 
Mstep: Class 53 contains 3810 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22796 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22355 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 9452 members 
Mstep: Class 61 contains 20400 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 852 members 
Mstep: Class 64 contains 35893 members 
Mstep: Class 65 contains 21043 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1630 members 
Mstep: Class 68 contains 1345 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11853 members 
Mstep: Class 71 contains 25706 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6403 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 31686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168132.000000 Penalty: 45145.230469
Iteration 264Q: 76 clusters Score -4.216813e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 24540 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 37578 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12332 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 30016 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26777 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14319 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1631 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22620 members 
Mstep: Class 30 contains 5516 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31822 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20859 members 
Mstep: Class 36 contains 23845 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4509 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2907 members 
Mstep: Class 45 contains 1642 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2781 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1120 members 
Mstep: Class 52 contains 25472 members 
Mstep: Class 53 contains 3814 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22796 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22052 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 9194 members 
Mstep: Class 61 contains 20371 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 845 members 
Mstep: Class 64 contains 35894 members 
Mstep: Class 65 contains 21163 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1626 members 
Mstep: Class 68 contains 1348 members 
Mstep: Class 69 contains 230 members 
Mstep: Class 70 contains 11836 members 
Mstep: Class 71 contains 25710 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6409 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 31933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168016.000000 Penalty: 45145.230469
Iteration 265Q: 76 clusters Score -4.216802e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 24576 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 38226 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 15 contains 12246 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29996 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26725 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14322 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22636 members 
Mstep: Class 30 contains 5557 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31815 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20856 members 
Mstep: Class 36 contains 23792 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4502 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2887 members 
Mstep: Class 45 contains 1644 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2760 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25495 members 
Mstep: Class 53 contains 3814 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22788 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21602 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 8937 members 
Mstep: Class 61 contains 20370 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 836 members 
Mstep: Class 64 contains 35906 members 
Mstep: Class 65 contains 21255 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 1348 members 
Mstep: Class 69 contains 231 members 
Mstep: Class 70 contains 11801 members 
Mstep: Class 71 contains 25696 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6439 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167608.000000 Penalty: 45145.230469
Iteration 266Q: 76 clusters Score -4.216761e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 24623 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 38736 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 12130 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29979 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26774 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14329 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22661 members 
Mstep: Class 30 contains 5583 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31812 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20844 members 
Mstep: Class 36 contains 23733 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4501 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2870 members 
Mstep: Class 45 contains 1646 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2730 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1118 members 
Mstep: Class 52 contains 25568 members 
Mstep: Class 53 contains 3813 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22768 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21159 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 8685 members 
Mstep: Class 61 contains 20370 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 836 members 
Mstep: Class 64 contains 35909 members 
Mstep: Class 65 contains 21383 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1623 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11773 members 
Mstep: Class 71 contains 25665 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6479 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42167108.000000 Penalty: 45145.230469
Iteration 267Q: 76 clusters Score -4.216711e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3148 members 
Mstep: Class 3 contains 24655 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39103 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 12014 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29922 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26870 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14340 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 1628 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22678 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 31894 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20822 members 
Mstep: Class 36 contains 23688 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 137 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4499 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2853 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2701 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1118 members 
Mstep: Class 52 contains 25641 members 
Mstep: Class 53 contains 3809 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22760 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20755 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 8454 members 
Mstep: Class 61 contains 20377 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 832 members 
Mstep: Class 64 contains 35905 members 
Mstep: Class 65 contains 21529 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11726 members 
Mstep: Class 71 contains 25631 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6542 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166844.000000 Penalty: 45145.230469
Iteration 268Q: 76 clusters Score -4.216684e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 24676 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 1047 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39358 members 
Mstep: Class 9 contains 1210 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 11884 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29844 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26972 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14338 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 1629 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22709 members 
Mstep: Class 30 contains 5627 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32016 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20805 members 
Mstep: Class 36 contains 23637 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4499 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2842 members 
Mstep: Class 45 contains 1648 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2682 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 25707 members 
Mstep: Class 53 contains 3804 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22747 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20416 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 8256 members 
Mstep: Class 61 contains 20394 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 832 members 
Mstep: Class 64 contains 35903 members 
Mstep: Class 65 contains 21651 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1623 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11684 members 
Mstep: Class 71 contains 25606 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6621 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166488.000000 Penalty: 45145.230469
Iteration 269Q: 76 clusters Score -4.216649e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 24696 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 983 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39529 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 11758 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29754 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27113 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14340 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22723 members 
Mstep: Class 30 contains 5649 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32146 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20792 members 
Mstep: Class 36 contains 23601 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4498 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2824 members 
Mstep: Class 45 contains 1650 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2654 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25713 members 
Mstep: Class 53 contains 3796 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22760 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20142 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 8087 members 
Mstep: Class 61 contains 20403 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 832 members 
Mstep: Class 64 contains 35893 members 
Mstep: Class 65 contains 21762 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1624 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11626 members 
Mstep: Class 71 contains 25569 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6706 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42166196.000000 Penalty: 45145.230469
Iteration 270Q: 76 clusters Score -4.21662e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 24728 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39634 members 
Mstep: Class 9 contains 1212 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 3302 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 11640 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29675 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27209 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14341 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22745 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32272 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20782 members 
Mstep: Class 36 contains 23541 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4498 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2806 members 
Mstep: Class 45 contains 1651 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2632 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25701 members 
Mstep: Class 53 contains 3791 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22761 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19966 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7925 members 
Mstep: Class 61 contains 20395 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 833 members 
Mstep: Class 64 contains 35896 members 
Mstep: Class 65 contains 21877 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1626 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11580 members 
Mstep: Class 71 contains 25540 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6790 members 
Mstep: Class 74 contains 228 members 
Mstep: Class 75 contains 32887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165884.000000 Penalty: 45145.230469
Iteration 271Q: 76 clusters Score -4.216588e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3296 members 
Mstep: Class 3 contains 24749 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39701 members 
Mstep: Class 9 contains 1215 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 11536 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29603 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27267 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14350 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22779 members 
Mstep: Class 30 contains 5714 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32391 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20774 members 
Mstep: Class 36 contains 23499 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4494 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2786 members 
Mstep: Class 45 contains 1652 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2602 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25652 members 
Mstep: Class 53 contains 3783 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22744 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19855 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7781 members 
Mstep: Class 61 contains 20407 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 835 members 
Mstep: Class 64 contains 35895 members 
Mstep: Class 65 contains 21996 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1632 members 
Mstep: Class 68 contains 1349 members 
Mstep: Class 69 contains 232 members 
Mstep: Class 70 contains 11503 members 
Mstep: Class 71 contains 25508 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6883 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165648.000000 Penalty: 45145.230469
Iteration 272Q: 76 clusters Score -4.216565e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 24797 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 854 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39710 members 
Mstep: Class 9 contains 1216 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 11405 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29497 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27309 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14362 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22801 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32508 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20759 members 
Mstep: Class 36 contains 23435 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4493 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2765 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2601 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 25616 members 
Mstep: Class 53 contains 3774 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22726 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19796 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7651 members 
Mstep: Class 61 contains 20425 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 835 members 
Mstep: Class 64 contains 35889 members 
Mstep: Class 65 contains 22137 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1636 members 
Mstep: Class 68 contains 1348 members 
Mstep: Class 69 contains 233 members 
Mstep: Class 70 contains 11420 members 
Mstep: Class 71 contains 25489 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 6988 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165680.000000 Penalty: 45145.230469
Iteration 273Q: 76 clusters Score -4.216568e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3359 members 
Mstep: Class 3 contains 24834 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 837 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39711 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 11285 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29431 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27304 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14372 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5750 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32594 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20747 members 
Mstep: Class 36 contains 23374 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4492 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2739 members 
Mstep: Class 45 contains 1658 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2592 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 25577 members 
Mstep: Class 53 contains 3771 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22698 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19781 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7533 members 
Mstep: Class 61 contains 20431 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 833 members 
Mstep: Class 64 contains 35898 members 
Mstep: Class 65 contains 22313 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1638 members 
Mstep: Class 68 contains 1348 members 
Mstep: Class 69 contains 234 members 
Mstep: Class 70 contains 11334 members 
Mstep: Class 71 contains 25495 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7118 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165780.000000 Penalty: 45145.230469
Iteration 274Q: 76 clusters Score -4.216578e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 24856 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39736 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 3307 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 11150 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29348 members 
Mstep: Class 19 contains 2909 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27259 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14382 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1626 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22815 members 
Mstep: Class 30 contains 5767 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32700 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20716 members 
Mstep: Class 36 contains 23334 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4495 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2706 members 
Mstep: Class 45 contains 1659 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2571 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 25544 members 
Mstep: Class 53 contains 3766 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22682 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19793 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7411 members 
Mstep: Class 61 contains 20439 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 829 members 
Mstep: Class 64 contains 35902 members 
Mstep: Class 65 contains 22436 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1639 members 
Mstep: Class 68 contains 1347 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 11233 members 
Mstep: Class 71 contains 25497 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7287 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165588.000000 Penalty: 45145.230469
Iteration 275Q: 76 clusters Score -4.216559e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 24878 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39784 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2352 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27185 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14395 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 1625 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22815 members 
Mstep: Class 30 contains 5792 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32812 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20693 members 
Mstep: Class 36 contains 23311 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4495 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2685 members 
Mstep: Class 45 contains 1659 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2548 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25537 members 
Mstep: Class 53 contains 3764 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22667 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 19828 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7283 members 
Mstep: Class 61 contains 20448 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 826 members 
Mstep: Class 64 contains 35896 members 
Mstep: Class 65 contains 22533 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1638 members 
Mstep: Class 68 contains 1346 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 11129 members 
Mstep: Class 71 contains 25499 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7477 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165508.000000 Penalty: 45145.230469
Iteration 276Q: 76 clusters Score -4.216551e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39842 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10854 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29144 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27106 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14406 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22809 members 
Mstep: Class 30 contains 5815 members 
Mstep: Class 31 contains 869 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 32919 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20675 members 
Mstep: Class 36 contains 23300 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4494 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2675 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2532 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25545 members 
Mstep: Class 53 contains 3761 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22666 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19862 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7154 members 
Mstep: Class 61 contains 20448 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 827 members 
Mstep: Class 64 contains 35893 members 
Mstep: Class 65 contains 22638 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1640 members 
Mstep: Class 68 contains 1346 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 11013 members 
Mstep: Class 71 contains 25484 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7665 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165384.000000 Penalty: 45145.230469
Iteration 277Q: 76 clusters Score -4.216538e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 3 contains 24905 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 39868 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10694 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 29047 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 27027 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14404 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5846 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 33040 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20654 members 
Mstep: Class 36 contains 23270 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4492 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2653 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2512 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 25551 members 
Mstep: Class 53 contains 3758 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22663 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19892 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 7032 members 
Mstep: Class 61 contains 20477 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 827 members 
Mstep: Class 64 contains 35898 members 
Mstep: Class 65 contains 22702 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1640 members 
Mstep: Class 68 contains 1349 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10893 members 
Mstep: Class 71 contains 25475 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 7869 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42165344.000000 Penalty: 45145.230469
Iteration 278Q: 76 clusters Score -4.216534e+07 nChanged 1573
Entering ConstructFrom: 
Score: -42165344.000000 Penalty: 45145.230469
Entering ConstructFrom: 
Trying to split cluster 1 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -354813.812500 Penalty: 382.535706
	Iteration 0F: 2 clusters Score -354813.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -351690.968750 Penalty: 765.071411
	Iteration 0F: 3 clusters Score -351691 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -352837.437500 Penalty: 765.071411
	Iteration 1F: 3 clusters Score -352837.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -352988.500000 Penalty: 765.071411
	Iteration 2F: 3 clusters Score -352988.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -353128.468750 Penalty: 765.071411
	Iteration 3F: 3 clusters Score -353128.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -353276.250000 Penalty: 765.071411
	Iteration 4F: 3 clusters Score -353276.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -353459.437500 Penalty: 765.071411
	Iteration 5F: 3 clusters Score -353459.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -353648.250000 Penalty: 765.071411
	Iteration 6F: 3 clusters Score -353648.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -353807.562500 Penalty: 765.071411
	Iteration 7Q: 3 clusters Score -353807.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -353916.593750 Penalty: 765.071411
	Iteration 8Q: 3 clusters Score -353916.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -353978.937500 Penalty: 765.071411
	Iteration 9Q: 3 clusters Score -353978.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -354034.562500 Penalty: 765.071411
	Iteration 10Q: 3 clusters Score -354034.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -354082.750000 Penalty: 765.071411
	Iteration 11Q: 3 clusters Score -354082.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -354146.968750 Penalty: 765.071411
	Iteration 12Q: 3 clusters Score -354147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -354216.406250 Penalty: 765.071411
	Iteration 13Q: 3 clusters Score -354216.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -354270.718750 Penalty: 765.071411
	Iteration 14Q: 3 clusters Score -354270.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -354316.406250 Penalty: 765.071411
	Iteration 15Q: 3 clusters Score -354316.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -354356.593750 Penalty: 765.071411
	Iteration 16Q: 3 clusters Score -354356.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -354394.531250 Penalty: 765.071411
	Iteration 17Q: 3 clusters Score -354394.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -354428.812500 Penalty: 765.071411
	Iteration 18Q: 3 clusters Score -354428.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -354442.812500 Penalty: 765.071411
	Iteration 19Q: 3 clusters Score -354442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -354456.375000 Penalty: 765.071411
	Iteration 20F: 3 clusters Score -354456.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -354468.281250 Penalty: 765.071411
	Iteration 21Q: 3 clusters Score -354468.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -354478.281250 Penalty: 765.071411
	Iteration 22Q: 3 clusters Score -354478.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -354486.718750 Penalty: 765.071411
	Iteration 23Q: 3 clusters Score -354486.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -354494.968750 Penalty: 765.071411
	Iteration 24Q: 3 clusters Score -354495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -354501.906250 Penalty: 765.071411
	Iteration 25Q: 3 clusters Score -354501.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -354507.093750 Penalty: 765.071411
	Iteration 26Q: 3 clusters Score -354507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -354510.750000 Penalty: 765.071411
	Iteration 27Q: 3 clusters Score -354510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -354517.593750 Penalty: 765.071411
	Iteration 28Q: 3 clusters Score -354517.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -354528.281250 Penalty: 765.071411
	Iteration 29Q: 3 clusters Score -354528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -354536.218750 Penalty: 765.071411
	Iteration 30Q: 3 clusters Score -354536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -354541.343750 Penalty: 765.071411
	Iteration 31Q: 3 clusters Score -354541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -354545.375000 Penalty: 765.071411
	Iteration 32Q: 3 clusters Score -354545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -354549.687500 Penalty: 765.071411
	Iteration 33Q: 3 clusters Score -354549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -354553.937500 Penalty: 765.071411
	Iteration 34Q: 3 clusters Score -354553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -354557.468750 Penalty: 765.071411
	Iteration 35Q: 3 clusters Score -354557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -354558.375000 Penalty: 765.071411
	Iteration 36Q: 3 clusters Score -354558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -354559.343750 Penalty: 765.071411
	Iteration 37Q: 3 clusters Score -354559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -354559.343750 Penalty: 765.071411
	Iteration 38F: 3 clusters Score -354559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Entering Unmasked Estep 
Score: -281901.000000 Penalty: 371.055908
	Iteration 0F: 2 clusters Score -281901 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 1708 members 
Entering Unmasked Estep 
Score: -279482.906250 Penalty: 742.111816
	Iteration 0F: 3 clusters Score -279482.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -280418.125000 Penalty: 742.111816
	Iteration 1F: 3 clusters Score -280418.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -280719.218750 Penalty: 742.111816
	Iteration 2F: 3 clusters Score -280719.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -281030.312500 Penalty: 742.111816
	Iteration 3F: 3 clusters Score -281030.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -281254.687500 Penalty: 742.111816
	Iteration 4F: 3 clusters Score -281254.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -281395.218750 Penalty: 742.111816
	Iteration 5F: 3 clusters Score -281395.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -281479.781250 Penalty: 742.111816
	Iteration 6Q: 3 clusters Score -281479.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -281548.468750 Penalty: 742.111816
	Iteration 7Q: 3 clusters Score -281548.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -281616.437500 Penalty: 742.111816
	Iteration 8Q: 3 clusters Score -281616.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -281683.812500 Penalty: 742.111816
	Iteration 9Q: 3 clusters Score -281683.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -281733.562500 Penalty: 742.111816
	Iteration 10Q: 3 clusters Score -281733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -281753.250000 Penalty: 742.111816
	Iteration 11Q: 3 clusters Score -281753.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -281765.125000 Penalty: 742.111816
	Iteration 12Q: 3 clusters Score -281765.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -281769.593750 Penalty: 742.111816
	Iteration 13Q: 3 clusters Score -281769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -281770.718750 Penalty: 742.111816
	Iteration 14Q: 3 clusters Score -281770.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -281771.000000 Penalty: 742.111816
	Iteration 15Q: 3 clusters Score -281771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -281771.093750 Penalty: 742.111816
	Iteration 16Q: 3 clusters Score -281771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -281771.187500 Penalty: 742.111816
	Iteration 17Q: 3 clusters Score -281771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -281771.593750 Penalty: 742.111816
	Iteration 18Q: 3 clusters Score -281771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -281771.781250 Penalty: 742.111816
	Iteration 19Q: 3 clusters Score -281771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -281771.187500 Penalty: 742.111816
	Iteration 20F: 3 clusters Score -281771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -281770.906250 Penalty: 742.111816
	Iteration 21Q: 3 clusters Score -281770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281771.781250 Penalty: 742.111816
	Iteration 22Q: 3 clusters Score -281771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281771.437500 Penalty: 742.111816
	Iteration 23Q: 3 clusters Score -281771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -281771.343750 Penalty: 742.111816
	Iteration 24Q: 3 clusters Score -281771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -281771.343750 Penalty: 742.111816
	Iteration 25F: 3 clusters Score -281771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Entering Unmasked Estep 
Score: -2018946.750000 Penalty: 460.621368
	Iteration 0F: 2 clusters Score -2018947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2002797.500000 Penalty: 921.242737
	Iteration 0F: 3 clusters Score -2002798 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2010114.375000 Penalty: 921.242737
	Iteration 1F: 3 clusters Score -2010114 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2011042.625000 Penalty: 921.242737
	Iteration 2F: 3 clusters Score -2011043 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2012741.125000 Penalty: 921.242737
	Iteration 3F: 3 clusters Score -2012741 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2015130.125000 Penalty: 921.242737
	Iteration 4F: 3 clusters Score -2015130 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2017134.750000 Penalty: 921.242737
	Iteration 5F: 3 clusters Score -2017135 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2018112.250000 Penalty: 921.242737
	Iteration 6Q: 3 clusters Score -2018112 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2018419.125000 Penalty: 921.242737
	Iteration 7Q: 3 clusters Score -2018419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2018510.625000 Penalty: 921.242737
	Iteration 8Q: 3 clusters Score -2018511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -2018546.500000 Penalty: 921.242737
	Iteration 9Q: 3 clusters Score -2018546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2018549.375000 Penalty: 921.242737
	Iteration 10Q: 3 clusters Score -2018549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -2018549.375000 Penalty: 921.242737
	Iteration 11F: 3 clusters Score -2018549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -97462.687500 Penalty: 322.749908
	Iteration 0F: 2 clusters Score -97462.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -96508.515625 Penalty: 645.499817
	Iteration 0F: 3 clusters Score -96508.52 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96813.109375 Penalty: 645.499817
	Iteration 1F: 3 clusters Score -96813.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -96869.914062 Penalty: 645.499817
	Iteration 2F: 3 clusters Score -96869.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -96908.921875 Penalty: 645.499817
	Iteration 3F: 3 clusters Score -96908.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -96942.023438 Penalty: 645.499817
	Iteration 4Q: 3 clusters Score -96942.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -96964.195312 Penalty: 645.499817
	Iteration 5Q: 3 clusters Score -96964.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96995.507812 Penalty: 645.499817
	Iteration 6Q: 3 clusters Score -96995.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -97027.218750 Penalty: 645.499817
	Iteration 7Q: 3 clusters Score -97027.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -97058.921875 Penalty: 645.499817
	Iteration 8Q: 3 clusters Score -97058.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97078.773438 Penalty: 645.499817
	Iteration 9Q: 3 clusters Score -97078.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -97094.070312 Penalty: 645.499817
	Iteration 10Q: 3 clusters Score -97094.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -97103.156250 Penalty: 645.499817
	Iteration 11Q: 3 clusters Score -97103.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -97110.125000 Penalty: 645.499817
	Iteration 12Q: 3 clusters Score -97110.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -97126.476562 Penalty: 645.499817
	Iteration 13Q: 3 clusters Score -97126.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97134.015625 Penalty: 645.499817
	Iteration 14Q: 3 clusters Score -97134.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97144.335938 Penalty: 645.499817
	Iteration 15Q: 3 clusters Score -97144.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -97151.335938 Penalty: 645.499817
	Iteration 16Q: 3 clusters Score -97151.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -97160.937500 Penalty: 645.499817
	Iteration 17Q: 3 clusters Score -97160.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -97163.054688 Penalty: 645.499817
	Iteration 18Q: 3 clusters Score -97163.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -97163.656250 Penalty: 645.499817
	Iteration 19Q: 3 clusters Score -97163.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -97165.320312 Penalty: 645.499817
	Iteration 20F: 3 clusters Score -97165.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -97166.148438 Penalty: 645.499817
	Iteration 21Q: 3 clusters Score -97166.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -97167.343750 Penalty: 645.499817
	Iteration 22Q: 3 clusters Score -97167.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -97169.007812 Penalty: 645.499817
	Iteration 23Q: 3 clusters Score -97169.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -97171.593750 Penalty: 645.499817
	Iteration 24Q: 3 clusters Score -97171.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -97174.914062 Penalty: 645.499817
	Iteration 25Q: 3 clusters Score -97174.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -97177.320312 Penalty: 645.499817
	Iteration 26Q: 3 clusters Score -97177.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97179.929688 Penalty: 645.499817
	Iteration 27Q: 3 clusters Score -97179.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -97182.000000 Penalty: 645.499817
	Iteration 28Q: 3 clusters Score -97182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -97182.210938 Penalty: 645.499817
	Iteration 29Q: 3 clusters Score -97182.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97182.429688 Penalty: 645.499817
	Iteration 30Q: 3 clusters Score -97182.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -97182.429688 Penalty: 645.499817
	Iteration 31F: 3 clusters Score -97182.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -18728.894531 Penalty: 259.370178
	Iteration 0F: 2 clusters Score -18728.89 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 140 members 
Entering Unmasked Estep 
Score: -18395.162109 Penalty: 518.740356
	Iteration 0F: 3 clusters Score -18395.16 nChanged 94
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: -18512.583984 Penalty: 518.740356
	Iteration 1F: 3 clusters Score -18512.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18545.753906 Penalty: 518.740356
	Iteration 2F: 3 clusters Score -18545.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18557.226562 Penalty: 518.740356
	Iteration 3Q: 3 clusters Score -18557.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18561.486328 Penalty: 518.740356
	Iteration 4Q: 3 clusters Score -18561.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18564.449219 Penalty: 518.740356
	Iteration 5Q: 3 clusters Score -18564.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18564.449219 Penalty: 518.740356
	Iteration 6F: 3 clusters Score -18564.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -61916.656250 Penalty: 303.056152
	Iteration 0F: 2 clusters Score -61916.66 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 384 members 
Entering Unmasked Estep 
Score: -61252.632812 Penalty: 606.112305
	Iteration 0F: 3 clusters Score -61252.63 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61411.898438 Penalty: 606.112305
	Iteration 1F: 3 clusters Score -61411.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61459.238281 Penalty: 606.112305
	Iteration 2F: 3 clusters Score -61459.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61490.425781 Penalty: 606.112305
	Iteration 3F: 3 clusters Score -61490.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -61509.390625 Penalty: 606.112305
	Iteration 4Q: 3 clusters Score -61509.39 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61522.777344 Penalty: 606.112305
	Iteration 5Q: 3 clusters Score -61522.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61533.992188 Penalty: 606.112305
	Iteration 6Q: 3 clusters Score -61533.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61542.492188 Penalty: 606.112305
	Iteration 7Q: 3 clusters Score -61542.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61549.089844 Penalty: 606.112305
	Iteration 8Q: 3 clusters Score -61549.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61553.902344 Penalty: 606.112305
	Iteration 9Q: 3 clusters Score -61553.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61558.253906 Penalty: 606.112305
	Iteration 10Q: 3 clusters Score -61558.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61561.328125 Penalty: 606.112305
	Iteration 11Q: 3 clusters Score -61561.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61562.984375 Penalty: 606.112305
	Iteration 12Q: 3 clusters Score -61562.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61564.593750 Penalty: 606.112305
	Iteration 13Q: 3 clusters Score -61564.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61566.503906 Penalty: 606.112305
	Iteration 14Q: 3 clusters Score -61566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61567.203125 Penalty: 606.112305
	Iteration 15Q: 3 clusters Score -61567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61567.816406 Penalty: 606.112305
	Iteration 16Q: 3 clusters Score -61567.82 nChanged 2
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: -61568.289062 Penalty: 606.112305
	Iteration 17Q: 3 clusters Score -61568.29 nChanged 2
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: -61569.093750 Penalty: 606.112305
	Iteration 18Q: 3 clusters Score -61569.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61570.117188 Penalty: 606.112305
	Iteration 19Q: 3 clusters Score -61570.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61570.183594 Penalty: 606.112305
	Iteration 20F: 3 clusters Score -61570.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61570.507812 Penalty: 606.112305
	Iteration 21Q: 3 clusters Score -61570.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61570.507812 Penalty: 606.112305
	Iteration 22F: 3 clusters Score -61570.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -25818.826172 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -25818.83 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 229 members 
Entering Unmasked Estep 
Score: -25360.425781 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -25360.43 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25473.068359 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -25473.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25525.642578 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -25525.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25595.773438 Penalty: 555.332825
	Iteration 3F: 3 clusters Score -25595.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25648.062500 Penalty: 555.332825
	Iteration 4F: 3 clusters Score -25648.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25704.933594 Penalty: 555.332825
	Iteration 5F: 3 clusters Score -25704.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25759.144531 Penalty: 555.332825
	Iteration 6F: 3 clusters Score -25759.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25799.023438 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -25799.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25821.634766 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -25821.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -25833.166016 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -25833.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25836.964844 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -25836.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25838.585938 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -25838.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25841.466797 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -25841.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25842.244141 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -25842.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25842.244141 Penalty: 555.332825
	Iteration 14F: 3 clusters Score -25842.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 39917 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 25479 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33928 members 
Mstep: Class 76 contains 265 members 
Entering Unmasked Estep 
Score: -42164876.000000 Penalty: 45747.167969
Splitting cluster 7 changes total score from -42165344.000000 to -42164876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (39917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Entering Unmasked Estep 
Score: -3225078.250000 Penalty: 482.052368
	Iteration 0F: 2 clusters Score -3225078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3203977.500000 Penalty: 964.104736
	Iteration 0F: 3 clusters Score -3203978 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3215827.000000 Penalty: 964.104736
	Iteration 1F: 3 clusters Score -3215827 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3216953.750000 Penalty: 964.104736
	Iteration 2Q: 3 clusters Score -3216954 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3218820.250000 Penalty: 964.104736
	Iteration 3F: 3 clusters Score -3218820 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3221441.000000 Penalty: 964.104736
	Iteration 4F: 3 clusters Score -3221441 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3223865.750000 Penalty: 964.104736
	Iteration 5F: 3 clusters Score -3223866 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3225148.250000 Penalty: 964.104736
	Iteration 6F: 3 clusters Score -3225148 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3225779.000000 Penalty: 964.104736
	Iteration 7Q: 3 clusters Score -3225779 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3226300.250000 Penalty: 964.104736
	Iteration 8Q: 3 clusters Score -3226300 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3226751.750000 Penalty: 964.104736
	Iteration 9Q: 3 clusters Score -3226752 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3227200.000000 Penalty: 964.104736
	Iteration 10Q: 3 clusters Score -3227200 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3227568.250000 Penalty: 964.104736
	Iteration 11Q: 3 clusters Score -3227568 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3227864.250000 Penalty: 964.104736
	Iteration 12Q: 3 clusters Score -3227864 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3228088.000000 Penalty: 964.104736
	Iteration 13Q: 3 clusters Score -3228088 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3228225.750000 Penalty: 964.104736
	Iteration 14Q: 3 clusters Score -3228226 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3228314.500000 Penalty: 964.104736
	Iteration 15Q: 3 clusters Score -3228314 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3228348.500000 Penalty: 964.104736
	Iteration 16Q: 3 clusters Score -3228348 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3228328.250000 Penalty: 964.104736
	Iteration 17Q: 3 clusters Score -3228328 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3228301.000000 Penalty: 964.104736
	Iteration 18Q: 3 clusters Score -3228301 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3228294.250000 Penalty: 964.104736
	Iteration 19Q: 3 clusters Score -3228294 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3228320.250000 Penalty: 964.104736
	Iteration 20F: 3 clusters Score -3228320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3228291.750000 Penalty: 964.104736
	Iteration 21Q: 3 clusters Score -3228292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3228279.250000 Penalty: 964.104736
	Iteration 22Q: 3 clusters Score -3228279 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3228265.500000 Penalty: 964.104736
	Iteration 23Q: 3 clusters Score -3228266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3228263.500000 Penalty: 964.104736
	Iteration 24Q: 3 clusters Score -3228264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3228255.250000 Penalty: 964.104736
	Iteration 25Q: 3 clusters Score -3228255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3228254.500000 Penalty: 964.104736
	Iteration 26Q: 3 clusters Score -3228254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3228247.000000 Penalty: 964.104736
	Iteration 27Q: 3 clusters Score -3228247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3228247.250000 Penalty: 964.104736
	Iteration 28Q: 3 clusters Score -3228247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3228246.000000 Penalty: 964.104736
	Iteration 29Q: 3 clusters Score -3228246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3228239.750000 Penalty: 964.104736
	Iteration 30Q: 3 clusters Score -3228240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3228238.750000 Penalty: 964.104736
	Iteration 31Q: 3 clusters Score -3228239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3228233.500000 Penalty: 964.104736
	Iteration 32Q: 3 clusters Score -3228234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3228235.000000 Penalty: 964.104736
	Iteration 33Q: 3 clusters Score -3228235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3228226.750000 Penalty: 964.104736
	Iteration 34Q: 3 clusters Score -3228227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -3228226.500000 Penalty: 964.104736
	Iteration 35Q: 3 clusters Score -3228226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3228223.000000 Penalty: 964.104736
	Iteration 36Q: 3 clusters Score -3228223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3228228.000000 Penalty: 964.104736
	Iteration 37Q: 3 clusters Score -3228228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3228227.000000 Penalty: 964.104736
	Iteration 38Q: 3 clusters Score -3228227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3228228.250000 Penalty: 964.104736
	Iteration 39Q: 3 clusters Score -3228228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3228231.000000 Penalty: 964.104736
	Iteration 40F: 3 clusters Score -3228231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3228230.250000 Penalty: 964.104736
	Iteration 41Q: 3 clusters Score -3228230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3228228.500000 Penalty: 964.104736
	Iteration 42Q: 3 clusters Score -3228228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3228233.250000 Penalty: 964.104736
	Iteration 43Q: 3 clusters Score -3228233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3228234.250000 Penalty: 964.104736
	Iteration 44Q: 3 clusters Score -3228234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3228231.500000 Penalty: 964.104736
	Iteration 45Q: 3 clusters Score -3228232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3228231.500000 Penalty: 964.104736
	Iteration 46Q: 3 clusters Score -3228232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3228231.500000 Penalty: 964.104736
	Iteration 47F: 3 clusters Score -3228232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 240 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 25479 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33928 members 
Mstep: Class 76 contains 22272 members 
Entering Unmasked Estep 
Score: -42168260.000000 Penalty: 45747.167969
Splitting cluster 8 changes total score from -42165344.000000 to -42168260.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 9 (1219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Entering Unmasked Estep 
Score: -88141.640625 Penalty: 323.313263
	Iteration 0F: 2 clusters Score -88141.64 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 585 members 
Entering Unmasked Estep 
Score: -87189.570312 Penalty: 646.626526
	Iteration 0F: 3 clusters Score -87189.57 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87470.242188 Penalty: 646.626526
	Iteration 1F: 3 clusters Score -87470.24 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -87538.585938 Penalty: 646.626526
	Iteration 2F: 3 clusters Score -87538.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87588.867188 Penalty: 646.626526
	Iteration 3F: 3 clusters Score -87588.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87619.546875 Penalty: 646.626526
	Iteration 4Q: 3 clusters Score -87619.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87663.945312 Penalty: 646.626526
	Iteration 5F: 3 clusters Score -87663.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -87704.312500 Penalty: 646.626526
	Iteration 6Q: 3 clusters Score -87704.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87737.031250 Penalty: 646.626526
	Iteration 7Q: 3 clusters Score -87737.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -87771.031250 Penalty: 646.626526
	Iteration 8Q: 3 clusters Score -87771.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -87800.007812 Penalty: 646.626526
	Iteration 9Q: 3 clusters Score -87800.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -87834.890625 Penalty: 646.626526
	Iteration 10Q: 3 clusters Score -87834.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -87859.343750 Penalty: 646.626526
	Iteration 11Q: 3 clusters Score -87859.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -87871.039062 Penalty: 646.626526
	Iteration 12Q: 3 clusters Score -87871.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87879.468750 Penalty: 646.626526
	Iteration 13Q: 3 clusters Score -87879.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87886.859375 Penalty: 646.626526
	Iteration 14Q: 3 clusters Score -87886.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -87889.601562 Penalty: 646.626526
	Iteration 15Q: 3 clusters Score -87889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -87890.078125 Penalty: 646.626526
	Iteration 16Q: 3 clusters Score -87890.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -87890.953125 Penalty: 646.626526
	Iteration 17Q: 3 clusters Score -87890.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -87891.296875 Penalty: 646.626526
	Iteration 18Q: 3 clusters Score -87891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -87891.757812 Penalty: 646.626526
	Iteration 19Q: 3 clusters Score -87891.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -87891.757812 Penalty: 646.626526
	Iteration 20F: 3 clusters Score -87891.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -501989.781250 Penalty: 398.984283
	Iteration 0F: 2 clusters Score -501989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -497643.156250 Penalty: 797.968567
	Iteration 0F: 3 clusters Score -497643.2 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -499291.343750 Penalty: 797.968567
	Iteration 1F: 3 clusters Score -499291.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -499475.812500 Penalty: 797.968567
	Iteration 2F: 3 clusters Score -499475.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -499732.000000 Penalty: 797.968567
	Iteration 3F: 3 clusters Score -499732 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -500070.406250 Penalty: 797.968567
	Iteration 4F: 3 clusters Score -500070.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -500503.843750 Penalty: 797.968567
	Iteration 5F: 3 clusters Score -500503.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -500904.062500 Penalty: 797.968567
	Iteration 6F: 3 clusters Score -500904.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -501190.656250 Penalty: 797.968567
	Iteration 7Q: 3 clusters Score -501190.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -501359.250000 Penalty: 797.968567
	Iteration 8Q: 3 clusters Score -501359.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -501449.000000 Penalty: 797.968567
	Iteration 9Q: 3 clusters Score -501449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -501523.218750 Penalty: 797.968567
	Iteration 10Q: 3 clusters Score -501523.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -501571.125000 Penalty: 797.968567
	Iteration 11Q: 3 clusters Score -501571.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -501604.062500 Penalty: 797.968567
	Iteration 12Q: 3 clusters Score -501604.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -501626.375000 Penalty: 797.968567
	Iteration 13Q: 3 clusters Score -501626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -501645.187500 Penalty: 797.968567
	Iteration 14Q: 3 clusters Score -501645.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -501660.406250 Penalty: 797.968567
	Iteration 15Q: 3 clusters Score -501660.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -501667.281250 Penalty: 797.968567
	Iteration 16Q: 3 clusters Score -501667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -501668.187500 Penalty: 797.968567
	Iteration 17Q: 3 clusters Score -501668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -501671.406250 Penalty: 797.968567
	Iteration 18Q: 3 clusters Score -501671.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -501675.125000 Penalty: 797.968567
	Iteration 19Q: 3 clusters Score -501675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -501677.031250 Penalty: 797.968567
	Iteration 20F: 3 clusters Score -501677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -501678.937500 Penalty: 797.968567
	Iteration 21Q: 3 clusters Score -501678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -501679.531250 Penalty: 797.968567
	Iteration 22Q: 3 clusters Score -501679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -501680.062500 Penalty: 797.968567
	Iteration 23Q: 3 clusters Score -501680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -501680.218750 Penalty: 797.968567
	Iteration 24Q: 3 clusters Score -501680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -501681.062500 Penalty: 797.968567
	Iteration 25Q: 3 clusters Score -501681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -501681.062500 Penalty: 797.968567
	Iteration 26F: 3 clusters Score -501681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -245589.203125 Penalty: 368.598755
	Iteration 0F: 2 clusters Score -245589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -243327.562500 Penalty: 737.197510
	Iteration 0F: 3 clusters Score -243327.6 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -244149.984375 Penalty: 737.197510
	Iteration 1F: 3 clusters Score -244150 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -244246.937500 Penalty: 737.197510
	Iteration 2F: 3 clusters Score -244246.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -244348.000000 Penalty: 737.197510
	Iteration 3F: 3 clusters Score -244348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -244425.875000 Penalty: 737.197510
	Iteration 4Q: 3 clusters Score -244425.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -244519.843750 Penalty: 737.197510
	Iteration 5Q: 3 clusters Score -244519.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -244627.468750 Penalty: 737.197510
	Iteration 6Q: 3 clusters Score -244627.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -244739.359375 Penalty: 737.197510
	Iteration 7Q: 3 clusters Score -244739.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -244832.453125 Penalty: 737.197510
	Iteration 8Q: 3 clusters Score -244832.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -244916.171875 Penalty: 737.197510
	Iteration 9Q: 3 clusters Score -244916.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -244996.156250 Penalty: 737.197510
	Iteration 10Q: 3 clusters Score -244996.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -245059.328125 Penalty: 737.197510
	Iteration 11Q: 3 clusters Score -245059.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -245114.531250 Penalty: 737.197510
	Iteration 12Q: 3 clusters Score -245114.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -245145.750000 Penalty: 737.197510
	Iteration 13Q: 3 clusters Score -245145.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -245174.343750 Penalty: 737.197510
	Iteration 14Q: 3 clusters Score -245174.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -245199.671875 Penalty: 737.197510
	Iteration 15Q: 3 clusters Score -245199.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -245222.968750 Penalty: 737.197510
	Iteration 16Q: 3 clusters Score -245223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -245247.281250 Penalty: 737.197510
	Iteration 17Q: 3 clusters Score -245247.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -245263.625000 Penalty: 737.197510
	Iteration 18Q: 3 clusters Score -245263.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -245279.843750 Penalty: 737.197510
	Iteration 19Q: 3 clusters Score -245279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -245296.234375 Penalty: 737.197510
	Iteration 20F: 3 clusters Score -245296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -245309.140625 Penalty: 737.197510
	Iteration 21Q: 3 clusters Score -245309.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -245324.015625 Penalty: 737.197510
	Iteration 22Q: 3 clusters Score -245324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -245328.015625 Penalty: 737.197510
	Iteration 23Q: 3 clusters Score -245328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -245332.343750 Penalty: 737.197510
	Iteration 24Q: 3 clusters Score -245332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -245332.171875 Penalty: 737.197510
	Iteration 25Q: 3 clusters Score -245332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -245332.171875 Penalty: 737.197510
	Iteration 26F: 3 clusters Score -245332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 119 members 
Entering Unmasked Estep 
Score: -16032.209961 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16032.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16104.956055 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16104.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16145.160156 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16145.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16166.770508 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16166.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16182.568359 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16182.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16188.531250 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16188.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -16190.755859 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16190.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16193.231445 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16193.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16193.432617 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -16193.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16193.694336 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -16193.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16194.100586 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -16194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16194.100586 Penalty: 499.116516
	Iteration 11F: 3 clusters Score -16194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -233019.359375 Penalty: 366.940948
	Iteration 0F: 2 clusters Score -233019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -230772.234375 Penalty: 733.881897
	Iteration 0F: 3 clusters Score -230772.2 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -231576.328125 Penalty: 733.881897
	Iteration 1F: 3 clusters Score -231576.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -231687.156250 Penalty: 733.881897
	Iteration 2F: 3 clusters Score -231687.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -231776.078125 Penalty: 733.881897
	Iteration 3F: 3 clusters Score -231776.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -231845.437500 Penalty: 733.881897
	Iteration 4Q: 3 clusters Score -231845.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -231912.828125 Penalty: 733.881897
	Iteration 5Q: 3 clusters Score -231912.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -231992.218750 Penalty: 733.881897
	Iteration 6Q: 3 clusters Score -231992.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232056.031250 Penalty: 733.881897
	Iteration 7Q: 3 clusters Score -232056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -232094.390625 Penalty: 733.881897
	Iteration 8Q: 3 clusters Score -232094.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -232131.453125 Penalty: 733.881897
	Iteration 9Q: 3 clusters Score -232131.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -232162.968750 Penalty: 733.881897
	Iteration 10Q: 3 clusters Score -232163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -232193.906250 Penalty: 733.881897
	Iteration 11Q: 3 clusters Score -232193.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -232226.625000 Penalty: 733.881897
	Iteration 12Q: 3 clusters Score -232226.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232250.109375 Penalty: 733.881897
	Iteration 13Q: 3 clusters Score -232250.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -232264.453125 Penalty: 733.881897
	Iteration 14Q: 3 clusters Score -232264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232269.375000 Penalty: 733.881897
	Iteration 15Q: 3 clusters Score -232269.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -232277.765625 Penalty: 733.881897
	Iteration 16Q: 3 clusters Score -232277.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -232285.390625 Penalty: 733.881897
	Iteration 17Q: 3 clusters Score -232285.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -232289.203125 Penalty: 733.881897
	Iteration 18Q: 3 clusters Score -232289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -232293.468750 Penalty: 733.881897
	Iteration 19Q: 3 clusters Score -232293.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -232296.671875 Penalty: 733.881897
	Iteration 20F: 3 clusters Score -232296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -232298.796875 Penalty: 733.881897
	Iteration 21Q: 3 clusters Score -232298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -232300.765625 Penalty: 733.881897
	Iteration 22Q: 3 clusters Score -232300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -232303.031250 Penalty: 733.881897
	Iteration 23Q: 3 clusters Score -232303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232306.921875 Penalty: 733.881897
	Iteration 24Q: 3 clusters Score -232306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -232309.906250 Penalty: 733.881897
	Iteration 25Q: 3 clusters Score -232309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -232313.953125 Penalty: 733.881897
	Iteration 26Q: 3 clusters Score -232314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232322.093750 Penalty: 733.881897
	Iteration 27Q: 3 clusters Score -232322.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232329.921875 Penalty: 733.881897
	Iteration 28Q: 3 clusters Score -232329.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -232334.765625 Penalty: 733.881897
	Iteration 29Q: 3 clusters Score -232334.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -232337.437500 Penalty: 733.881897
	Iteration 30Q: 3 clusters Score -232337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -232339.625000 Penalty: 733.881897
	Iteration 31Q: 3 clusters Score -232339.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232341.781250 Penalty: 733.881897
	Iteration 32Q: 3 clusters Score -232341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -232344.031250 Penalty: 733.881897
	Iteration 33Q: 3 clusters Score -232344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -232345.953125 Penalty: 733.881897
	Iteration 34Q: 3 clusters Score -232346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232349.250000 Penalty: 733.881897
	Iteration 35Q: 3 clusters Score -232349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232351.671875 Penalty: 733.881897
	Iteration 36Q: 3 clusters Score -232351.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -232353.875000 Penalty: 733.881897
	Iteration 37Q: 3 clusters Score -232353.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -232356.750000 Penalty: 733.881897
	Iteration 38Q: 3 clusters Score -232356.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232360.546875 Penalty: 733.881897
	Iteration 39Q: 3 clusters Score -232360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -232370.296875 Penalty: 733.881897
	Iteration 40F: 3 clusters Score -232370.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -232380.390625 Penalty: 733.881897
	Iteration 41Q: 3 clusters Score -232380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -232384.843750 Penalty: 733.881897
	Iteration 42Q: 3 clusters Score -232384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -232388.921875 Penalty: 733.881897
	Iteration 43Q: 3 clusters Score -232388.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -232392.593750 Penalty: 733.881897
	Iteration 44Q: 3 clusters Score -232392.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232398.781250 Penalty: 733.881897
	Iteration 45Q: 3 clusters Score -232398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -232407.187500 Penalty: 733.881897
	Iteration 46Q: 3 clusters Score -232407.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232418.015625 Penalty: 733.881897
	Iteration 47Q: 3 clusters Score -232418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -232428.687500 Penalty: 733.881897
	Iteration 48Q: 3 clusters Score -232428.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -232438.968750 Penalty: 733.881897
	Iteration 49Q: 3 clusters Score -232439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -232447.796875 Penalty: 733.881897
	Iteration 50Q: 3 clusters Score -232447.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -232455.859375 Penalty: 733.881897
	Iteration 51Q: 3 clusters Score -232455.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232466.250000 Penalty: 733.881897
	Iteration 52Q: 3 clusters Score -232466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -232476.000000 Penalty: 733.881897
	Iteration 53Q: 3 clusters Score -232476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -232483.156250 Penalty: 733.881897
	Iteration 54Q: 3 clusters Score -232483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -232491.718750 Penalty: 733.881897
	Iteration 55Q: 3 clusters Score -232491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -232498.906250 Penalty: 733.881897
	Iteration 56Q: 3 clusters Score -232498.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -232507.625000 Penalty: 733.881897
	Iteration 57Q: 3 clusters Score -232507.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232517.718750 Penalty: 733.881897
	Iteration 58Q: 3 clusters Score -232517.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -232526.375000 Penalty: 733.881897
	Iteration 59Q: 3 clusters Score -232526.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -232535.093750 Penalty: 733.881897
	Iteration 60F: 3 clusters Score -232535.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -232540.671875 Penalty: 733.881897
	Iteration 61Q: 3 clusters Score -232540.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -232550.750000 Penalty: 733.881897
	Iteration 62Q: 3 clusters Score -232550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -232560.453125 Penalty: 733.881897
	Iteration 63Q: 3 clusters Score -232560.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -232580.875000 Penalty: 733.881897
	Iteration 64Q: 3 clusters Score -232580.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -232598.359375 Penalty: 733.881897
	Iteration 65Q: 3 clusters Score -232598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -232610.734375 Penalty: 733.881897
	Iteration 66Q: 3 clusters Score -232610.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -232618.390625 Penalty: 733.881897
	Iteration 67Q: 3 clusters Score -232618.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -232623.140625 Penalty: 733.881897
	Iteration 68Q: 3 clusters Score -232623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -232630.453125 Penalty: 733.881897
	Iteration 69Q: 3 clusters Score -232630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -232639.531250 Penalty: 733.881897
	Iteration 70Q: 3 clusters Score -232639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -232645.078125 Penalty: 733.881897
	Iteration 71Q: 3 clusters Score -232645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -232647.781250 Penalty: 733.881897
	Iteration 72Q: 3 clusters Score -232647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -232648.859375 Penalty: 733.881897
	Iteration 73Q: 3 clusters Score -232648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -232650.796875 Penalty: 733.881897
	Iteration 74Q: 3 clusters Score -232650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -232652.156250 Penalty: 733.881897
	Iteration 75Q: 3 clusters Score -232652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -232654.125000 Penalty: 733.881897
	Iteration 76Q: 3 clusters Score -232654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -232655.218750 Penalty: 733.881897
	Iteration 77Q: 3 clusters Score -232655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -232656.984375 Penalty: 733.881897
	Iteration 78Q: 3 clusters Score -232657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -232659.640625 Penalty: 733.881897
	Iteration 79Q: 3 clusters Score -232659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -232661.937500 Penalty: 733.881897
	Iteration 80F: 3 clusters Score -232661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -232665.468750 Penalty: 733.881897
	Iteration 81Q: 3 clusters Score -232665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -232668.671875 Penalty: 733.881897
	Iteration 82Q: 3 clusters Score -232668.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -232671.859375 Penalty: 733.881897
	Iteration 83Q: 3 clusters Score -232671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -232675.687500 Penalty: 733.881897
	Iteration 84Q: 3 clusters Score -232675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -232682.265625 Penalty: 733.881897
	Iteration 85Q: 3 clusters Score -232682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -232684.187500 Penalty: 733.881897
	Iteration 86Q: 3 clusters Score -232684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -232686.375000 Penalty: 733.881897
	Iteration 87Q: 3 clusters Score -232686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -232687.734375 Penalty: 733.881897
	Iteration 88Q: 3 clusters Score -232687.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -232690.031250 Penalty: 733.881897
	Iteration 89Q: 3 clusters Score -232690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -232692.015625 Penalty: 733.881897
	Iteration 90Q: 3 clusters Score -232692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -232692.734375 Penalty: 733.881897
	Iteration 91Q: 3 clusters Score -232692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -232692.734375 Penalty: 733.881897
	Iteration 92F: 3 clusters Score -232692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Entering Unmasked Estep 
Score: -480550.750000 Penalty: 397.150757
	Iteration 0F: 2 clusters Score -480550.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -476416.937500 Penalty: 794.301514
	Iteration 0F: 3 clusters Score -476416.9 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -477949.875000 Penalty: 794.301514
	Iteration 1F: 3 clusters Score -477949.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -478096.468750 Penalty: 794.301514
	Iteration 2F: 3 clusters Score -478096.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -478259.656250 Penalty: 794.301514
	Iteration 3F: 3 clusters Score -478259.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -478477.031250 Penalty: 794.301514
	Iteration 4F: 3 clusters Score -478477 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -478770.062500 Penalty: 794.301514
	Iteration 5F: 3 clusters Score -478770.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -479108.343750 Penalty: 794.301514
	Iteration 6F: 3 clusters Score -479108.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -479474.593750 Penalty: 794.301514
	Iteration 7F: 3 clusters Score -479474.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -479777.656250 Penalty: 794.301514
	Iteration 8F: 3 clusters Score -479777.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -479967.562500 Penalty: 794.301514
	Iteration 9Q: 3 clusters Score -479967.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -480075.656250 Penalty: 794.301514
	Iteration 10Q: 3 clusters Score -480075.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -480144.343750 Penalty: 794.301514
	Iteration 11Q: 3 clusters Score -480144.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -480182.500000 Penalty: 794.301514
	Iteration 12Q: 3 clusters Score -480182.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -480197.750000 Penalty: 794.301514
	Iteration 13Q: 3 clusters Score -480197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -480210.687500 Penalty: 794.301514
	Iteration 14Q: 3 clusters Score -480210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -480225.437500 Penalty: 794.301514
	Iteration 15Q: 3 clusters Score -480225.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -480233.406250 Penalty: 794.301514
	Iteration 16Q: 3 clusters Score -480233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -480237.437500 Penalty: 794.301514
	Iteration 17Q: 3 clusters Score -480237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -480239.375000 Penalty: 794.301514
	Iteration 18Q: 3 clusters Score -480239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -480240.218750 Penalty: 794.301514
	Iteration 19Q: 3 clusters Score -480240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -480240.218750 Penalty: 794.301514
	Iteration 20F: 3 clusters Score -480240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Entering Unmasked Estep 
Score: -855013.812500 Penalty: 421.411621
	Iteration 0F: 2 clusters Score -855013.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -847990.312500 Penalty: 842.823242
	Iteration 0F: 3 clusters Score -847990.3 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -850901.312500 Penalty: 842.823242
	Iteration 1F: 3 clusters Score -850901.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -851254.687500 Penalty: 842.823242
	Iteration 2F: 3 clusters Score -851254.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -851820.375000 Penalty: 842.823242
	Iteration 3F: 3 clusters Score -851820.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -852647.000000 Penalty: 842.823242
	Iteration 4F: 3 clusters Score -852647 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -853553.125000 Penalty: 842.823242
	Iteration 5F: 3 clusters Score -853553.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -854171.625000 Penalty: 842.823242
	Iteration 6F: 3 clusters Score -854171.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -854472.437500 Penalty: 842.823242
	Iteration 7Q: 3 clusters Score -854472.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -854593.062500 Penalty: 842.823242
	Iteration 8Q: 3 clusters Score -854593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -854615.562500 Penalty: 842.823242
	Iteration 9Q: 3 clusters Score -854615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -854619.937500 Penalty: 842.823242
	Iteration 10Q: 3 clusters Score -854619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -854621.500000 Penalty: 842.823242
	Iteration 11Q: 3 clusters Score -854621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -854621.500000 Penalty: 842.823242
	Iteration 12F: 3 clusters Score -854621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -183257.218750 Penalty: 353.120636
	Iteration 0F: 2 clusters Score -183257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -181606.734375 Penalty: 706.241272
	Iteration 0F: 3 clusters Score -181606.7 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -182157.609375 Penalty: 706.241272
	Iteration 1F: 3 clusters Score -182157.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182245.500000 Penalty: 706.241272
	Iteration 2F: 3 clusters Score -182245.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182338.000000 Penalty: 706.241272
	Iteration 3F: 3 clusters Score -182338 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -182442.968750 Penalty: 706.241272
	Iteration 4F: 3 clusters Score -182443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182561.593750 Penalty: 706.241272
	Iteration 5F: 3 clusters Score -182561.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -182685.359375 Penalty: 706.241272
	Iteration 6F: 3 clusters Score -182685.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -182746.812500 Penalty: 706.241272
	Iteration 7Q: 3 clusters Score -182746.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -182785.328125 Penalty: 706.241272
	Iteration 8Q: 3 clusters Score -182785.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -182799.281250 Penalty: 706.241272
	Iteration 9Q: 3 clusters Score -182799.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -182812.031250 Penalty: 706.241272
	Iteration 10Q: 3 clusters Score -182812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -182822.593750 Penalty: 706.241272
	Iteration 11Q: 3 clusters Score -182822.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -182837.093750 Penalty: 706.241272
	Iteration 12Q: 3 clusters Score -182837.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -182850.125000 Penalty: 706.241272
	Iteration 13Q: 3 clusters Score -182850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -182858.625000 Penalty: 706.241272
	Iteration 14Q: 3 clusters Score -182858.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -182863.921875 Penalty: 706.241272
	Iteration 15Q: 3 clusters Score -182863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -182866.718750 Penalty: 706.241272
	Iteration 16Q: 3 clusters Score -182866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -182868.640625 Penalty: 706.241272
	Iteration 17Q: 3 clusters Score -182868.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -182870.328125 Penalty: 706.241272
	Iteration 18Q: 3 clusters Score -182870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -182872.609375 Penalty: 706.241272
	Iteration 19Q: 3 clusters Score -182872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -182874.703125 Penalty: 706.241272
	Iteration 20F: 3 clusters Score -182874.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -182876.437500 Penalty: 706.241272
	Iteration 21Q: 3 clusters Score -182876.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -182877.765625 Penalty: 706.241272
	Iteration 22Q: 3 clusters Score -182877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -182878.281250 Penalty: 706.241272
	Iteration 23Q: 3 clusters Score -182878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -182878.078125 Penalty: 706.241272
	Iteration 24Q: 3 clusters Score -182878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -182878.437500 Penalty: 706.241272
	Iteration 25Q: 3 clusters Score -182878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -182878.437500 Penalty: 706.241272
	Iteration 26F: 3 clusters Score -182878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -14352.659180 Penalty: 268.817780
	Iteration 0F: 2 clusters Score -14352.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13955.108398 Penalty: 537.635559
	Iteration 0F: 3 clusters Score -13955.11 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14107.205078 Penalty: 537.635559
	Iteration 1F: 3 clusters Score -14107.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14175.492188 Penalty: 537.635559
	Iteration 2F: 3 clusters Score -14175.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14226.514648 Penalty: 537.635559
	Iteration 3F: 3 clusters Score -14226.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14248.959961 Penalty: 537.635559
	Iteration 4Q: 3 clusters Score -14248.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14264.349609 Penalty: 537.635559
	Iteration 5Q: 3 clusters Score -14264.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14281.707031 Penalty: 537.635559
	Iteration 6Q: 3 clusters Score -14281.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14287.073242 Penalty: 537.635559
	Iteration 7Q: 3 clusters Score -14287.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14293.954102 Penalty: 537.635559
	Iteration 8Q: 3 clusters Score -14293.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14306.397461 Penalty: 537.635559
	Iteration 9Q: 3 clusters Score -14306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -14313.038086 Penalty: 537.635559
	Iteration 10Q: 3 clusters Score -14313.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14316.047852 Penalty: 537.635559
	Iteration 11Q: 3 clusters Score -14316.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14325.830078 Penalty: 537.635559
	Iteration 12Q: 3 clusters Score -14325.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14325.830078 Penalty: 537.635559
	Iteration 13F: 3 clusters Score -14325.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Entering Unmasked Estep 
Score: -2241407.750000 Penalty: 467.407990
	Iteration 0F: 2 clusters Score -2241408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2222123.000000 Penalty: 934.815979
	Iteration 0F: 3 clusters Score -2222123 nChanged 13875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2230913.000000 Penalty: 934.815979
	Iteration 1F: 3 clusters Score -2230913 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2231998.000000 Penalty: 934.815979
	Iteration 2F: 3 clusters Score -2231998 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2233746.500000 Penalty: 934.815979
	Iteration 3F: 3 clusters Score -2233746 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2235884.750000 Penalty: 934.815979
	Iteration 4F: 3 clusters Score -2235885 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2237757.500000 Penalty: 934.815979
	Iteration 5F: 3 clusters Score -2237758 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2239064.250000 Penalty: 934.815979
	Iteration 6Q: 3 clusters Score -2239064 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2239840.750000 Penalty: 934.815979
	Iteration 7Q: 3 clusters Score -2239841 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2240271.250000 Penalty: 934.815979
	Iteration 8Q: 3 clusters Score -2240271 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2240515.750000 Penalty: 934.815979
	Iteration 9Q: 3 clusters Score -2240516 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2240667.750000 Penalty: 934.815979
	Iteration 10Q: 3 clusters Score -2240668 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2240783.000000 Penalty: 934.815979
	Iteration 11Q: 3 clusters Score -2240783 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2240875.000000 Penalty: 934.815979
	Iteration 12Q: 3 clusters Score -2240875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2240917.750000 Penalty: 934.815979
	Iteration 13Q: 3 clusters Score -2240918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2240955.750000 Penalty: 934.815979
	Iteration 14Q: 3 clusters Score -2240956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2240991.500000 Penalty: 934.815979
	Iteration 15Q: 3 clusters Score -2240992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2241025.250000 Penalty: 934.815979
	Iteration 16Q: 3 clusters Score -2241025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2241048.250000 Penalty: 934.815979
	Iteration 17Q: 3 clusters Score -2241048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2241071.000000 Penalty: 934.815979
	Iteration 18Q: 3 clusters Score -2241071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2241088.750000 Penalty: 934.815979
	Iteration 19Q: 3 clusters Score -2241089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2241103.250000 Penalty: 934.815979
	Iteration 20F: 3 clusters Score -2241103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2241118.750000 Penalty: 934.815979
	Iteration 21Q: 3 clusters Score -2241119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2241129.500000 Penalty: 934.815979
	Iteration 22Q: 3 clusters Score -2241130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2241142.750000 Penalty: 934.815979
	Iteration 23Q: 3 clusters Score -2241143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2241149.250000 Penalty: 934.815979
	Iteration 24Q: 3 clusters Score -2241149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2241153.500000 Penalty: 934.815979
	Iteration 25Q: 3 clusters Score -2241154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2241153.000000 Penalty: 934.815979
	Iteration 26Q: 3 clusters Score -2241153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2241156.250000 Penalty: 934.815979
	Iteration 27Q: 3 clusters Score -2241156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2241160.250000 Penalty: 934.815979
	Iteration 28Q: 3 clusters Score -2241160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2241161.750000 Penalty: 934.815979
	Iteration 29Q: 3 clusters Score -2241162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2241162.000000 Penalty: 934.815979
	Iteration 30Q: 3 clusters Score -2241162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2241161.750000 Penalty: 934.815979
	Iteration 31Q: 3 clusters Score -2241162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2241163.500000 Penalty: 934.815979
	Iteration 32Q: 3 clusters Score -2241164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2241164.000000 Penalty: 934.815979
	Iteration 33Q: 3 clusters Score -2241164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2241162.000000 Penalty: 934.815979
	Iteration 34Q: 3 clusters Score -2241162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2241163.500000 Penalty: 934.815979
	Iteration 35Q: 3 clusters Score -2241164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2241165.250000 Penalty: 934.815979
	Iteration 36Q: 3 clusters Score -2241165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2241164.000000 Penalty: 934.815979
	Iteration 37Q: 3 clusters Score -2241164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2241165.000000 Penalty: 934.815979
	Iteration 38Q: 3 clusters Score -2241165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2241165.000000 Penalty: 934.815979
	Iteration 39F: 3 clusters Score -2241165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -213320.500000 Penalty: 363.137756
	Iteration 0F: 2 clusters Score -213320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -211321.625000 Penalty: 726.275513
	Iteration 0F: 3 clusters Score -211321.6 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -212068.859375 Penalty: 726.275513
	Iteration 1F: 3 clusters Score -212068.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -212217.250000 Penalty: 726.275513
	Iteration 2F: 3 clusters Score -212217.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -212375.562500 Penalty: 726.275513
	Iteration 3F: 3 clusters Score -212375.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -212529.015625 Penalty: 726.275513
	Iteration 4F: 3 clusters Score -212529 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -212670.687500 Penalty: 726.275513
	Iteration 5F: 3 clusters Score -212670.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -212773.281250 Penalty: 726.275513
	Iteration 6Q: 3 clusters Score -212773.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -212844.671875 Penalty: 726.275513
	Iteration 7Q: 3 clusters Score -212844.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -212907.187500 Penalty: 726.275513
	Iteration 8Q: 3 clusters Score -212907.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -212946.515625 Penalty: 726.275513
	Iteration 9Q: 3 clusters Score -212946.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -212966.734375 Penalty: 726.275513
	Iteration 10Q: 3 clusters Score -212966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -212980.546875 Penalty: 726.275513
	Iteration 11Q: 3 clusters Score -212980.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -213009.234375 Penalty: 726.275513
	Iteration 12Q: 3 clusters Score -213009.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -213024.015625 Penalty: 726.275513
	Iteration 13Q: 3 clusters Score -213024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -213034.468750 Penalty: 726.275513
	Iteration 14Q: 3 clusters Score -213034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -213041.718750 Penalty: 726.275513
	Iteration 15Q: 3 clusters Score -213041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -213043.515625 Penalty: 726.275513
	Iteration 16Q: 3 clusters Score -213043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -213045.984375 Penalty: 726.275513
	Iteration 17Q: 3 clusters Score -213046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -213048.390625 Penalty: 726.275513
	Iteration 18Q: 3 clusters Score -213048.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -213050.343750 Penalty: 726.275513
	Iteration 19Q: 3 clusters Score -213050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -213051.390625 Penalty: 726.275513
	Iteration 20F: 3 clusters Score -213051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -213052.140625 Penalty: 726.275513
	Iteration 21Q: 3 clusters Score -213052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -213052.140625 Penalty: 726.275513
	Iteration 22F: 3 clusters Score -213052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -3698.724121 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -3698.724 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 109 members 
Entering Unmasked Estep 
Score: -3449.440674 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -3449.441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3559.683350 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -3559.683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3601.032715 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -3601.033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3619.371582 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -3619.372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3639.979492 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -3639.979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3645.860596 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -3645.861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3648.023438 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -3648.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3648.023438 Penalty: 491.643646
	Iteration 7F: 3 clusters Score -3648.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -48358.304688 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -48358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47746.253906 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -47746.25 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47992.359375 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -47992.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48101.425781 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -48101.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48179.464844 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -48179.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48212.812500 Penalty: 595.364929
	Iteration 4F: 3 clusters Score -48212.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48247.601562 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -48247.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48268.207031 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -48268.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -48282.140625 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -48282.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48287.148438 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -48287.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48290.363281 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -48290.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48294.136719 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -48294.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48297.195312 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -48297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48298.273438 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -48298.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48302.027344 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -48302.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48302.027344 Penalty: 595.364929
	Iteration 14F: 3 clusters Score -48302.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -2185957.000000 Penalty: 464.192596
	Iteration 0F: 2 clusters Score -2185957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2170253.500000 Penalty: 928.385193
	Iteration 0F: 3 clusters Score -2170254 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2178607.750000 Penalty: 928.385193
	Iteration 1F: 3 clusters Score -2178608 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2180070.500000 Penalty: 928.385193
	Iteration 2F: 3 clusters Score -2180070 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2182011.500000 Penalty: 928.385193
	Iteration 3F: 3 clusters Score -2182012 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2183620.000000 Penalty: 928.385193
	Iteration 4F: 3 clusters Score -2183620 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2184584.000000 Penalty: 928.385193
	Iteration 5Q: 3 clusters Score -2184584 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -2185049.750000 Penalty: 928.385193
	Iteration 6Q: 3 clusters Score -2185050 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2185251.500000 Penalty: 928.385193
	Iteration 7Q: 3 clusters Score -2185252 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2185353.500000 Penalty: 928.385193
	Iteration 8Q: 3 clusters Score -2185354 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2185442.000000 Penalty: 928.385193
	Iteration 9Q: 3 clusters Score -2185442 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2185516.250000 Penalty: 928.385193
	Iteration 10Q: 3 clusters Score -2185516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2185556.500000 Penalty: 928.385193
	Iteration 11Q: 3 clusters Score -2185556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2185579.250000 Penalty: 928.385193
	Iteration 12Q: 3 clusters Score -2185579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2185604.250000 Penalty: 928.385193
	Iteration 13Q: 3 clusters Score -2185604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -2185590.250000 Penalty: 928.385193
	Iteration 14Q: 3 clusters Score -2185590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -2185594.500000 Penalty: 928.385193
	Iteration 15Q: 3 clusters Score -2185594 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2185612.750000 Penalty: 928.385193
	Iteration 16Q: 3 clusters Score -2185613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2185618.250000 Penalty: 928.385193
	Iteration 17Q: 3 clusters Score -2185618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2185616.250000 Penalty: 928.385193
	Iteration 18Q: 3 clusters Score -2185616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2185635.750000 Penalty: 928.385193
	Iteration 19Q: 3 clusters Score -2185636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2185651.750000 Penalty: 928.385193
	Iteration 20F: 3 clusters Score -2185652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -2185658.500000 Penalty: 928.385193
	Iteration 21Q: 3 clusters Score -2185658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2185677.500000 Penalty: 928.385193
	Iteration 22Q: 3 clusters Score -2185678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2185676.500000 Penalty: 928.385193
	Iteration 23Q: 3 clusters Score -2185676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2185667.250000 Penalty: 928.385193
	Iteration 24Q: 3 clusters Score -2185667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2185675.500000 Penalty: 928.385193
	Iteration 25Q: 3 clusters Score -2185676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2185679.250000 Penalty: 928.385193
	Iteration 26Q: 3 clusters Score -2185679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2185683.000000 Penalty: 928.385193
	Iteration 27Q: 3 clusters Score -2185683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2185685.500000 Penalty: 928.385193
	Iteration 28Q: 3 clusters Score -2185686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2185690.250000 Penalty: 928.385193
	Iteration 29Q: 3 clusters Score -2185690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -2185684.500000 Penalty: 928.385193
	Iteration 30Q: 3 clusters Score -2185684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2185694.000000 Penalty: 928.385193
	Iteration 31Q: 3 clusters Score -2185694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2185695.000000 Penalty: 928.385193
	Iteration 32Q: 3 clusters Score -2185695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2185694.250000 Penalty: 928.385193
	Iteration 33Q: 3 clusters Score -2185694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -2185689.250000 Penalty: 928.385193
	Iteration 34Q: 3 clusters Score -2185689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2185688.750000 Penalty: 928.385193
	Iteration 35Q: 3 clusters Score -2185689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2185682.250000 Penalty: 928.385193
	Iteration 36Q: 3 clusters Score -2185682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2185691.500000 Penalty: 928.385193
	Iteration 37Q: 3 clusters Score -2185692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2185689.750000 Penalty: 928.385193
	Iteration 38Q: 3 clusters Score -2185690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2185696.750000 Penalty: 928.385193
	Iteration 39Q: 3 clusters Score -2185697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2185690.750000 Penalty: 928.385193
	Iteration 40F: 3 clusters Score -2185691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2185695.250000 Penalty: 928.385193
	Iteration 41Q: 3 clusters Score -2185695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2185696.250000 Penalty: 928.385193
	Iteration 42Q: 3 clusters Score -2185696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2185696.500000 Penalty: 928.385193
	Iteration 43Q: 3 clusters Score -2185696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2185696.000000 Penalty: 928.385193
	Iteration 44Q: 3 clusters Score -2185696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2185701.000000 Penalty: 928.385193
	Iteration 45Q: 3 clusters Score -2185701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -2185692.250000 Penalty: 928.385193
	Iteration 46Q: 3 clusters Score -2185692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2185696.250000 Penalty: 928.385193
	Iteration 47Q: 3 clusters Score -2185696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2185700.000000 Penalty: 928.385193
	Iteration 48Q: 3 clusters Score -2185700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2185699.750000 Penalty: 928.385193
	Iteration 49Q: 3 clusters Score -2185700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -2185700.250000 Penalty: 928.385193
	Iteration 50Q: 3 clusters Score -2185700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2185695.750000 Penalty: 928.385193
	Iteration 51Q: 3 clusters Score -2185696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2185695.500000 Penalty: 928.385193
	Iteration 52Q: 3 clusters Score -2185696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2185696.750000 Penalty: 928.385193
	Iteration 53Q: 3 clusters Score -2185697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2185698.250000 Penalty: 928.385193
	Iteration 54Q: 3 clusters Score -2185698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2185698.250000 Penalty: 928.385193
	Iteration 55Q: 3 clusters Score -2185698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -2185698.250000 Penalty: 928.385193
	Iteration 56F: 3 clusters Score -2185698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Entering Unmasked Estep 
Score: -43893.535156 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -43893.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43312.542969 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -43312.54 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43486.960938 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -43486.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43543.679688 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -43543.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -43590.496094 Penalty: 591.069153
	Iteration 3F: 3 clusters Score -43590.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -43616.273438 Penalty: 591.069153
	Iteration 4Q: 3 clusters Score -43616.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43641.292969 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -43641.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -43658.218750 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -43658.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43675.933594 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -43675.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43689.351562 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -43689.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43696.687500 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -43696.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43699.816406 Penalty: 591.069153
	Iteration 10Q: 3 clusters Score -43699.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43703.160156 Penalty: 591.069153
	Iteration 11Q: 3 clusters Score -43703.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -43705.011719 Penalty: 591.069153
	Iteration 12Q: 3 clusters Score -43705.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43708.449219 Penalty: 591.069153
	Iteration 13Q: 3 clusters Score -43708.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43709.351562 Penalty: 591.069153
	Iteration 14Q: 3 clusters Score -43709.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43710.171875 Penalty: 591.069153
	Iteration 15Q: 3 clusters Score -43710.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43710.722656 Penalty: 591.069153
	Iteration 16Q: 3 clusters Score -43710.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -43710.722656 Penalty: 591.069153
	Iteration 17F: 3 clusters Score -43710.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 107 members 
Entering Unmasked Estep 
Score: -16722.216797 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16722.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16801.394531 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16801.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16825.566406 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16825.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16830.337891 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16830.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -16831.576172 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16831.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16834.361328 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16834.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16834.361328 Penalty: 500.985168
	Iteration 6F: 3 clusters Score -16834.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Entering Unmasked Estep 
Score: -1079418.875000 Penalty: 435.661743
	Iteration 0F: 2 clusters Score -1079419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1069852.500000 Penalty: 871.323486
	Iteration 0F: 3 clusters Score -1069852 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1073787.875000 Penalty: 871.323486
	Iteration 1F: 3 clusters Score -1073788 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1074123.250000 Penalty: 871.323486
	Iteration 2F: 3 clusters Score -1074123 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1074539.375000 Penalty: 871.323486
	Iteration 3F: 3 clusters Score -1074539 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1075021.000000 Penalty: 871.323486
	Iteration 4F: 3 clusters Score -1075021 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1075562.625000 Penalty: 871.323486
	Iteration 5F: 3 clusters Score -1075563 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1076086.500000 Penalty: 871.323486
	Iteration 6F: 3 clusters Score -1076086 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1076577.500000 Penalty: 871.323486
	Iteration 7F: 3 clusters Score -1076578 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1076970.125000 Penalty: 871.323486
	Iteration 8Q: 3 clusters Score -1076970 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1077287.000000 Penalty: 871.323486
	Iteration 9Q: 3 clusters Score -1077287 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1077555.500000 Penalty: 871.323486
	Iteration 10Q: 3 clusters Score -1077556 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1077812.375000 Penalty: 871.323486
	Iteration 11Q: 3 clusters Score -1077812 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1078102.500000 Penalty: 871.323486
	Iteration 12Q: 3 clusters Score -1078102 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1078430.125000 Penalty: 871.323486
	Iteration 13Q: 3 clusters Score -1078430 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1078679.000000 Penalty: 871.323486
	Iteration 14Q: 3 clusters Score -1078679 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1078865.000000 Penalty: 871.323486
	Iteration 15Q: 3 clusters Score -1078865 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1078952.000000 Penalty: 871.323486
	Iteration 16Q: 3 clusters Score -1078952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1079007.375000 Penalty: 871.323486
	Iteration 17Q: 3 clusters Score -1079007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1079023.875000 Penalty: 871.323486
	Iteration 18Q: 3 clusters Score -1079024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1079029.750000 Penalty: 871.323486
	Iteration 19Q: 3 clusters Score -1079030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1079032.250000 Penalty: 871.323486
	Iteration 20F: 3 clusters Score -1079032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1079039.500000 Penalty: 871.323486
	Iteration 21Q: 3 clusters Score -1079040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1079039.125000 Penalty: 871.323486
	Iteration 22Q: 3 clusters Score -1079039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1079039.125000 Penalty: 871.323486
	Iteration 23F: 3 clusters Score -1079039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -214205.906250 Penalty: 362.432312
	Iteration 0F: 2 clusters Score -214205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -212164.515625 Penalty: 724.864624
	Iteration 0F: 3 clusters Score -212164.5 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -212863.906250 Penalty: 724.864624
	Iteration 1F: 3 clusters Score -212863.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -212985.359375 Penalty: 724.864624
	Iteration 2F: 3 clusters Score -212985.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -213109.359375 Penalty: 724.864624
	Iteration 3F: 3 clusters Score -213109.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -213246.468750 Penalty: 724.864624
	Iteration 4F: 3 clusters Score -213246.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -213425.296875 Penalty: 724.864624
	Iteration 5F: 3 clusters Score -213425.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -213635.140625 Penalty: 724.864624
	Iteration 6F: 3 clusters Score -213635.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -213762.843750 Penalty: 724.864624
	Iteration 7Q: 3 clusters Score -213762.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -213832.718750 Penalty: 724.864624
	Iteration 8Q: 3 clusters Score -213832.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -213863.421875 Penalty: 724.864624
	Iteration 9Q: 3 clusters Score -213863.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -213881.375000 Penalty: 724.864624
	Iteration 10Q: 3 clusters Score -213881.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -213893.671875 Penalty: 724.864624
	Iteration 11Q: 3 clusters Score -213893.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -213905.546875 Penalty: 724.864624
	Iteration 12Q: 3 clusters Score -213905.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -213925.125000 Penalty: 724.864624
	Iteration 13Q: 3 clusters Score -213925.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -213935.406250 Penalty: 724.864624
	Iteration 14Q: 3 clusters Score -213935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -213938.218750 Penalty: 724.864624
	Iteration 15Q: 3 clusters Score -213938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -213939.625000 Penalty: 724.864624
	Iteration 16Q: 3 clusters Score -213939.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -213942.484375 Penalty: 724.864624
	Iteration 17Q: 3 clusters Score -213942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -213947.484375 Penalty: 724.864624
	Iteration 18Q: 3 clusters Score -213947.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -213951.421875 Penalty: 724.864624
	Iteration 19Q: 3 clusters Score -213951.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -213953.140625 Penalty: 724.864624
	Iteration 20F: 3 clusters Score -213953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -213956.484375 Penalty: 724.864624
	Iteration 21Q: 3 clusters Score -213956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -213958.781250 Penalty: 724.864624
	Iteration 22Q: 3 clusters Score -213958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -213962.015625 Penalty: 724.864624
	Iteration 23Q: 3 clusters Score -213962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -213965.000000 Penalty: 724.864624
	Iteration 24Q: 3 clusters Score -213965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -213968.093750 Penalty: 724.864624
	Iteration 25Q: 3 clusters Score -213968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -213969.500000 Penalty: 724.864624
	Iteration 26Q: 3 clusters Score -213969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -213969.734375 Penalty: 724.864624
	Iteration 27Q: 3 clusters Score -213969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -213969.734375 Penalty: 724.864624
	Iteration 28F: 3 clusters Score -213969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -117897.101562 Penalty: 336.365479
	Iteration 0F: 2 clusters Score -117897.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -116687.593750 Penalty: 672.730957
	Iteration 0F: 3 clusters Score -116687.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -117142.312500 Penalty: 672.730957
	Iteration 1F: 3 clusters Score -117142.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -117266.125000 Penalty: 672.730957
	Iteration 2F: 3 clusters Score -117266.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -117368.945312 Penalty: 672.730957
	Iteration 3F: 3 clusters Score -117368.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117476.664062 Penalty: 672.730957
	Iteration 4F: 3 clusters Score -117476.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -117540.468750 Penalty: 672.730957
	Iteration 5F: 3 clusters Score -117540.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117593.867188 Penalty: 672.730957
	Iteration 6Q: 3 clusters Score -117593.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117618.031250 Penalty: 672.730957
	Iteration 7Q: 3 clusters Score -117618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117633.515625 Penalty: 672.730957
	Iteration 8Q: 3 clusters Score -117633.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117645.828125 Penalty: 672.730957
	Iteration 9Q: 3 clusters Score -117645.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117653.585938 Penalty: 672.730957
	Iteration 10Q: 3 clusters Score -117653.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117658.398438 Penalty: 672.730957
	Iteration 11Q: 3 clusters Score -117658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -117661.421875 Penalty: 672.730957
	Iteration 12Q: 3 clusters Score -117661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117662.710938 Penalty: 672.730957
	Iteration 13Q: 3 clusters Score -117662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117663.218750 Penalty: 672.730957
	Iteration 14Q: 3 clusters Score -117663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117663.742188 Penalty: 672.730957
	Iteration 15Q: 3 clusters Score -117663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -117663.742188 Penalty: 672.730957
	Iteration 16F: 3 clusters Score -117663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -57586.394531 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -57586.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -56849.191406 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -56849.19 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57054.742188 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -57054.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57116.175781 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -57116.18 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57155.117188 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -57155.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -57189.347656 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -57189.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57231.058594 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -57231.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57274.304688 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -57274.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -57289.121094 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -57289.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -57297.324219 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -57297.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -57307.984375 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -57307.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57321.335938 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -57321.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57338.800781 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -57338.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -57345.718750 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -57345.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57350.730469 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -57350.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57352.949219 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -57352.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -57353.578125 Penalty: 614.880859
	Iteration 15Q: 3 clusters Score -57353.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -57354.164062 Penalty: 614.880859
	Iteration 16Q: 3 clusters Score -57354.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -57354.777344 Penalty: 614.880859
	Iteration 17Q: 3 clusters Score -57354.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57355.148438 Penalty: 614.880859
	Iteration 18Q: 3 clusters Score -57355.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -57355.148438 Penalty: 614.880859
	Iteration 19F: 3 clusters Score -57355.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Entering Unmasked Estep 
Score: -1802199.500000 Penalty: 456.590424
	Iteration 0F: 2 clusters Score -1802200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1787096.125000 Penalty: 913.180847
	Iteration 0F: 3 clusters Score -1787096 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1793314.125000 Penalty: 913.180847
	Iteration 1F: 3 clusters Score -1793314 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1793533.125000 Penalty: 913.180847
	Iteration 2Q: 3 clusters Score -1793533 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1793739.125000 Penalty: 913.180847
	Iteration 3Q: 3 clusters Score -1793739 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1793998.625000 Penalty: 913.180847
	Iteration 4Q: 3 clusters Score -1793999 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1794329.250000 Penalty: 913.180847
	Iteration 5Q: 3 clusters Score -1794329 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1794739.875000 Penalty: 913.180847
	Iteration 6Q: 3 clusters Score -1794740 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1795268.375000 Penalty: 913.180847
	Iteration 7Q: 3 clusters Score -1795268 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1796003.000000 Penalty: 913.180847
	Iteration 8F: 3 clusters Score -1796003 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1796872.500000 Penalty: 913.180847
	Iteration 9F: 3 clusters Score -1796872 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1797744.250000 Penalty: 913.180847
	Iteration 10F: 3 clusters Score -1797744 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1798524.500000 Penalty: 913.180847
	Iteration 11F: 3 clusters Score -1798524 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1799040.875000 Penalty: 913.180847
	Iteration 12Q: 3 clusters Score -1799041 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1799367.375000 Penalty: 913.180847
	Iteration 13Q: 3 clusters Score -1799367 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1799615.875000 Penalty: 913.180847
	Iteration 14Q: 3 clusters Score -1799616 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1799838.375000 Penalty: 913.180847
	Iteration 15Q: 3 clusters Score -1799838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1800047.000000 Penalty: 913.180847
	Iteration 16Q: 3 clusters Score -1800047 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1800253.500000 Penalty: 913.180847
	Iteration 17Q: 3 clusters Score -1800254 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1800462.625000 Penalty: 913.180847
	Iteration 18Q: 3 clusters Score -1800463 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1800691.000000 Penalty: 913.180847
	Iteration 19Q: 3 clusters Score -1800691 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1800889.750000 Penalty: 913.180847
	Iteration 20F: 3 clusters Score -1800890 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1801016.625000 Penalty: 913.180847
	Iteration 21Q: 3 clusters Score -1801017 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1801073.000000 Penalty: 913.180847
	Iteration 22Q: 3 clusters Score -1801073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1801105.625000 Penalty: 913.180847
	Iteration 23Q: 3 clusters Score -1801106 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1801121.125000 Penalty: 913.180847
	Iteration 24Q: 3 clusters Score -1801121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1801125.625000 Penalty: 913.180847
	Iteration 25Q: 3 clusters Score -1801126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1801126.750000 Penalty: 913.180847
	Iteration 26Q: 3 clusters Score -1801127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1801126.375000 Penalty: 913.180847
	Iteration 27Q: 3 clusters Score -1801126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1801130.000000 Penalty: 913.180847
	Iteration 28Q: 3 clusters Score -1801130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1801131.750000 Penalty: 913.180847
	Iteration 29Q: 3 clusters Score -1801132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1801128.375000 Penalty: 913.180847
	Iteration 30Q: 3 clusters Score -1801128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1801128.750000 Penalty: 913.180847
	Iteration 31Q: 3 clusters Score -1801129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1801129.500000 Penalty: 913.180847
	Iteration 32Q: 3 clusters Score -1801130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1801131.375000 Penalty: 913.180847
	Iteration 33Q: 3 clusters Score -1801131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1801133.500000 Penalty: 913.180847
	Iteration 34Q: 3 clusters Score -1801134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1801132.625000 Penalty: 913.180847
	Iteration 35Q: 3 clusters Score -1801133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1801133.375000 Penalty: 913.180847
	Iteration 36Q: 3 clusters Score -1801133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1801131.625000 Penalty: 913.180847
	Iteration 37Q: 3 clusters Score -1801132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1801133.875000 Penalty: 913.180847
	Iteration 38Q: 3 clusters Score -1801134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1801136.625000 Penalty: 913.180847
	Iteration 39Q: 3 clusters Score -1801137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1801135.750000 Penalty: 913.180847
	Iteration 40F: 3 clusters Score -1801136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1801136.375000 Penalty: 913.180847
	Iteration 41Q: 3 clusters Score -1801136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1801135.250000 Penalty: 913.180847
	Iteration 42Q: 3 clusters Score -1801135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1801134.125000 Penalty: 913.180847
	Iteration 43Q: 3 clusters Score -1801134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1801134.750000 Penalty: 913.180847
	Iteration 44Q: 3 clusters Score -1801135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1801136.375000 Penalty: 913.180847
	Iteration 45Q: 3 clusters Score -1801136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1801135.000000 Penalty: 913.180847
	Iteration 46Q: 3 clusters Score -1801135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1801135.000000 Penalty: 913.180847
	Iteration 47F: 3 clusters Score -1801135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Entering Unmasked Estep 
Score: -476382.562500 Penalty: 394.862244
	Iteration 0F: 2 clusters Score -476382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -472404.343750 Penalty: 789.724487
	Iteration 0F: 3 clusters Score -472404.3 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -473924.000000 Penalty: 789.724487
	Iteration 1F: 3 clusters Score -473924 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -474144.593750 Penalty: 789.724487
	Iteration 2F: 3 clusters Score -474144.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -474463.281250 Penalty: 789.724487
	Iteration 3F: 3 clusters Score -474463.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -474842.062500 Penalty: 789.724487
	Iteration 4F: 3 clusters Score -474842.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -475244.093750 Penalty: 789.724487
	Iteration 5F: 3 clusters Score -475244.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -475615.250000 Penalty: 789.724487
	Iteration 6F: 3 clusters Score -475615.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -475848.218750 Penalty: 789.724487
	Iteration 7Q: 3 clusters Score -475848.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -475957.000000 Penalty: 789.724487
	Iteration 8Q: 3 clusters Score -475957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -476000.906250 Penalty: 789.724487
	Iteration 9Q: 3 clusters Score -476000.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -476020.906250 Penalty: 789.724487
	Iteration 10Q: 3 clusters Score -476020.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -476024.187500 Penalty: 789.724487
	Iteration 11Q: 3 clusters Score -476024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -476030.156250 Penalty: 789.724487
	Iteration 12Q: 3 clusters Score -476030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -476030.156250 Penalty: 789.724487
	Iteration 13F: 3 clusters Score -476030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -66485.187500 Penalty: 307.861725
	Iteration 0F: 2 clusters Score -66485.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65764.382812 Penalty: 615.723450
	Iteration 0F: 3 clusters Score -65764.38 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -65979.273438 Penalty: 615.723450
	Iteration 1F: 3 clusters Score -65979.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -66024.226562 Penalty: 615.723450
	Iteration 2F: 3 clusters Score -66024.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -66051.710938 Penalty: 615.723450
	Iteration 3F: 3 clusters Score -66051.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -66067.460938 Penalty: 615.723450
	Iteration 4Q: 3 clusters Score -66067.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -66081.218750 Penalty: 615.723450
	Iteration 5Q: 3 clusters Score -66081.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -66091.101562 Penalty: 615.723450
	Iteration 6Q: 3 clusters Score -66091.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -66103.710938 Penalty: 615.723450
	Iteration 7Q: 3 clusters Score -66103.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -66111.070312 Penalty: 615.723450
	Iteration 8Q: 3 clusters Score -66111.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66117.531250 Penalty: 615.723450
	Iteration 9Q: 3 clusters Score -66117.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66122.945312 Penalty: 615.723450
	Iteration 10Q: 3 clusters Score -66122.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -66131.789062 Penalty: 615.723450
	Iteration 11Q: 3 clusters Score -66131.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66141.789062 Penalty: 615.723450
	Iteration 12Q: 3 clusters Score -66141.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66149.218750 Penalty: 615.723450
	Iteration 13Q: 3 clusters Score -66149.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -66153.828125 Penalty: 615.723450
	Iteration 14Q: 3 clusters Score -66153.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66156.429688 Penalty: 615.723450
	Iteration 15Q: 3 clusters Score -66156.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66161.953125 Penalty: 615.723450
	Iteration 16Q: 3 clusters Score -66161.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66164.093750 Penalty: 615.723450
	Iteration 17Q: 3 clusters Score -66164.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -66166.148438 Penalty: 615.723450
	Iteration 18Q: 3 clusters Score -66166.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -66166.828125 Penalty: 615.723450
	Iteration 19Q: 3 clusters Score -66166.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -66167.375000 Penalty: 615.723450
	Iteration 20F: 3 clusters Score -66167.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -12658.475586 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -12658.48 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 116 members 
Entering Unmasked Estep 
Score: -12376.871094 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -12376.87 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12538.345703 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -12538.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12638.491211 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -12638.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12698.800781 Penalty: 498.738159
	Iteration 3F: 3 clusters Score -12698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12716.089844 Penalty: 498.738159
	Iteration 4Q: 3 clusters Score -12716.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12716.552734 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -12716.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12716.697266 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -12716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12716.697266 Penalty: 498.738159
	Iteration 7F: 3 clusters Score -12716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 285 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 25479 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33928 members 
Mstep: Class 76 contains 22272 members 
Mstep: Class 77 contains 111 members 
Entering Unmasked Estep 
Score: -42167992.000000 Penalty: 46349.105469
Splitting cluster 32 changes total score from -42165344.000000 to -42167992.000000
So it's getting split into cluster 77.
Entering ConstructFrom: 
Trying to split cluster 33 (33166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Entering Unmasked Estep 
Score: -2593454.250000 Penalty: 473.622284
	Iteration 0F: 2 clusters Score -2593454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2571455.000000 Penalty: 947.244568
	Iteration 0F: 3 clusters Score -2571455 nChanged 15956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2581430.750000 Penalty: 947.244568
	Iteration 1F: 3 clusters Score -2581431 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2582353.500000 Penalty: 947.244568
	Iteration 2F: 3 clusters Score -2582354 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2583863.500000 Penalty: 947.244568
	Iteration 3F: 3 clusters Score -2583864 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2586009.500000 Penalty: 947.244568
	Iteration 4F: 3 clusters Score -2586010 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2588561.000000 Penalty: 947.244568
	Iteration 5F: 3 clusters Score -2588561 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2590672.500000 Penalty: 947.244568
	Iteration 6F: 3 clusters Score -2590672 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2591930.250000 Penalty: 947.244568
	Iteration 7Q: 3 clusters Score -2591930 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2592551.000000 Penalty: 947.244568
	Iteration 8Q: 3 clusters Score -2592551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2592795.500000 Penalty: 947.244568
	Iteration 9Q: 3 clusters Score -2592796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2592896.750000 Penalty: 947.244568
	Iteration 10Q: 3 clusters Score -2592897 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2592950.000000 Penalty: 947.244568
	Iteration 11Q: 3 clusters Score -2592950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2592987.250000 Penalty: 947.244568
	Iteration 12Q: 3 clusters Score -2592987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2593001.750000 Penalty: 947.244568
	Iteration 13Q: 3 clusters Score -2593002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2593017.500000 Penalty: 947.244568
	Iteration 14Q: 3 clusters Score -2593018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2593032.750000 Penalty: 947.244568
	Iteration 15Q: 3 clusters Score -2593033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2593039.000000 Penalty: 947.244568
	Iteration 16Q: 3 clusters Score -2593039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -2593045.250000 Penalty: 947.244568
	Iteration 17Q: 3 clusters Score -2593045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2593052.250000 Penalty: 947.244568
	Iteration 18Q: 3 clusters Score -2593052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2593052.500000 Penalty: 947.244568
	Iteration 19Q: 3 clusters Score -2593052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2593055.500000 Penalty: 947.244568
	Iteration 20F: 3 clusters Score -2593056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -11655.437500 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -11655.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11248.167969 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -11248.17 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11367.010742 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -11367.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11410.352539 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -11410.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11448.281250 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -11448.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11481.508789 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -11481.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11509.714844 Penalty: 537.139648
	Iteration 5F: 3 clusters Score -11509.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11527.082031 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -11527.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11534.509766 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -11534.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -11537.992188 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -11537.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -11543.166016 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -11543.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11544.576172 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -11544.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -11544.576172 Penalty: 537.139648
	Iteration 11F: 3 clusters Score -11544.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Entering Unmasked Estep 
Score: -1635738.250000 Penalty: 452.037445
	Iteration 0F: 2 clusters Score -1635738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1622057.750000 Penalty: 904.074890
	Iteration 0F: 3 clusters Score -1622058 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1627793.000000 Penalty: 904.074890
	Iteration 1F: 3 clusters Score -1627793 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1628136.500000 Penalty: 904.074890
	Iteration 2Q: 3 clusters Score -1628136 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1628586.625000 Penalty: 904.074890
	Iteration 3F: 3 clusters Score -1628587 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1629214.500000 Penalty: 904.074890
	Iteration 4F: 3 clusters Score -1629214 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1630059.750000 Penalty: 904.074890
	Iteration 5F: 3 clusters Score -1630060 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1631084.375000 Penalty: 904.074890
	Iteration 6F: 3 clusters Score -1631084 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1632119.750000 Penalty: 904.074890
	Iteration 7F: 3 clusters Score -1632120 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1632901.875000 Penalty: 904.074890
	Iteration 8Q: 3 clusters Score -1632902 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1633411.000000 Penalty: 904.074890
	Iteration 9Q: 3 clusters Score -1633411 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1633803.875000 Penalty: 904.074890
	Iteration 10Q: 3 clusters Score -1633804 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1634138.000000 Penalty: 904.074890
	Iteration 11Q: 3 clusters Score -1634138 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1634414.625000 Penalty: 904.074890
	Iteration 12Q: 3 clusters Score -1634415 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1634643.750000 Penalty: 904.074890
	Iteration 13Q: 3 clusters Score -1634644 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1634851.125000 Penalty: 904.074890
	Iteration 14Q: 3 clusters Score -1634851 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -1635014.625000 Penalty: 904.074890
	Iteration 15Q: 3 clusters Score -1635015 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1635122.125000 Penalty: 904.074890
	Iteration 16Q: 3 clusters Score -1635122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1635185.000000 Penalty: 904.074890
	Iteration 17Q: 3 clusters Score -1635185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1635228.625000 Penalty: 904.074890
	Iteration 18Q: 3 clusters Score -1635229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1635270.875000 Penalty: 904.074890
	Iteration 19Q: 3 clusters Score -1635271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1635290.750000 Penalty: 904.074890
	Iteration 20F: 3 clusters Score -1635291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1635319.250000 Penalty: 904.074890
	Iteration 21Q: 3 clusters Score -1635319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1635327.500000 Penalty: 904.074890
	Iteration 22Q: 3 clusters Score -1635328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1635331.875000 Penalty: 904.074890
	Iteration 23Q: 3 clusters Score -1635332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1635333.625000 Penalty: 904.074890
	Iteration 24Q: 3 clusters Score -1635334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1635339.000000 Penalty: 904.074890
	Iteration 25Q: 3 clusters Score -1635339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -1635344.625000 Penalty: 904.074890
	Iteration 26Q: 3 clusters Score -1635345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1635349.625000 Penalty: 904.074890
	Iteration 27Q: 3 clusters Score -1635350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1635352.500000 Penalty: 904.074890
	Iteration 28Q: 3 clusters Score -1635352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1635351.000000 Penalty: 904.074890
	Iteration 29Q: 3 clusters Score -1635351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1635354.375000 Penalty: 904.074890
	Iteration 30Q: 3 clusters Score -1635354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1635354.375000 Penalty: 904.074890
	Iteration 31F: 3 clusters Score -1635354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Entering Unmasked Estep 
Score: -1899020.750000 Penalty: 457.442108
	Iteration 0F: 2 clusters Score -1899021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1884059.875000 Penalty: 914.884216
	Iteration 0F: 3 clusters Score -1884060 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1891171.875000 Penalty: 914.884216
	Iteration 1F: 3 clusters Score -1891172 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1892294.875000 Penalty: 914.884216
	Iteration 2F: 3 clusters Score -1892295 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1893789.000000 Penalty: 914.884216
	Iteration 3F: 3 clusters Score -1893789 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1895356.625000 Penalty: 914.884216
	Iteration 4F: 3 clusters Score -1895357 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1896561.750000 Penalty: 914.884216
	Iteration 5F: 3 clusters Score -1896562 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1897360.125000 Penalty: 914.884216
	Iteration 6Q: 3 clusters Score -1897360 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1897843.500000 Penalty: 914.884216
	Iteration 7Q: 3 clusters Score -1897844 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1898139.250000 Penalty: 914.884216
	Iteration 8Q: 3 clusters Score -1898139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1898340.625000 Penalty: 914.884216
	Iteration 9Q: 3 clusters Score -1898341 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1898457.750000 Penalty: 914.884216
	Iteration 10Q: 3 clusters Score -1898458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1898520.500000 Penalty: 914.884216
	Iteration 11Q: 3 clusters Score -1898520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1898547.625000 Penalty: 914.884216
	Iteration 12Q: 3 clusters Score -1898548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1898570.875000 Penalty: 914.884216
	Iteration 13Q: 3 clusters Score -1898571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1898603.000000 Penalty: 914.884216
	Iteration 14Q: 3 clusters Score -1898603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1898627.750000 Penalty: 914.884216
	Iteration 15Q: 3 clusters Score -1898628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1898638.375000 Penalty: 914.884216
	Iteration 16Q: 3 clusters Score -1898638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1898633.375000 Penalty: 914.884216
	Iteration 17Q: 3 clusters Score -1898633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1898637.000000 Penalty: 914.884216
	Iteration 18Q: 3 clusters Score -1898637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1898636.875000 Penalty: 914.884216
	Iteration 19Q: 3 clusters Score -1898637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1898639.375000 Penalty: 914.884216
	Iteration 20F: 3 clusters Score -1898639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1898640.750000 Penalty: 914.884216
	Iteration 21Q: 3 clusters Score -1898641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1898642.125000 Penalty: 914.884216
	Iteration 22Q: 3 clusters Score -1898642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1898644.000000 Penalty: 914.884216
	Iteration 23Q: 3 clusters Score -1898644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1898649.250000 Penalty: 914.884216
	Iteration 24Q: 3 clusters Score -1898649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1898649.750000 Penalty: 914.884216
	Iteration 25Q: 3 clusters Score -1898650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1898652.000000 Penalty: 914.884216
	Iteration 26Q: 3 clusters Score -1898652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1898653.750000 Penalty: 914.884216
	Iteration 27Q: 3 clusters Score -1898654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1898653.750000 Penalty: 914.884216
	Iteration 28F: 3 clusters Score -1898654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -32047.839844 Penalty: 287.758331
	Iteration 0F: 2 clusters Score -32047.84 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 284 members 
Entering Unmasked Estep 
Score: -31531.714844 Penalty: 575.516663
	Iteration 0F: 3 clusters Score -31531.71 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31724.023438 Penalty: 575.516663
	Iteration 1F: 3 clusters Score -31724.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -31785.019531 Penalty: 575.516663
	Iteration 2F: 3 clusters Score -31785.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31818.875000 Penalty: 575.516663
	Iteration 3Q: 3 clusters Score -31818.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31843.136719 Penalty: 575.516663
	Iteration 4Q: 3 clusters Score -31843.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31858.568359 Penalty: 575.516663
	Iteration 5Q: 3 clusters Score -31858.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -31866.068359 Penalty: 575.516663
	Iteration 6Q: 3 clusters Score -31866.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31872.406250 Penalty: 575.516663
	Iteration 7Q: 3 clusters Score -31872.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -31877.037109 Penalty: 575.516663
	Iteration 8Q: 3 clusters Score -31877.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31883.554688 Penalty: 575.516663
	Iteration 9Q: 3 clusters Score -31883.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -31887.039062 Penalty: 575.516663
	Iteration 10Q: 3 clusters Score -31887.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31888.484375 Penalty: 575.516663
	Iteration 11Q: 3 clusters Score -31888.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31890.689453 Penalty: 575.516663
	Iteration 12Q: 3 clusters Score -31890.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31890.861328 Penalty: 575.516663
	Iteration 13Q: 3 clusters Score -31890.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31890.861328 Penalty: 575.516663
	Iteration 14F: 3 clusters Score -31890.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -13397.610352 Penalty: 254.728210
	Iteration 0F: 2 clusters Score -13397.61 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 140 members 
Entering Unmasked Estep 
Score: -13067.605469 Penalty: 509.456421
	Iteration 0F: 3 clusters Score -13067.61 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13165.667969 Penalty: 509.456421
	Iteration 1F: 3 clusters Score -13165.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13181.963867 Penalty: 509.456421
	Iteration 2F: 3 clusters Score -13181.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13202.341797 Penalty: 509.456421
	Iteration 3Q: 3 clusters Score -13202.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13226.418945 Penalty: 509.456421
	Iteration 4Q: 3 clusters Score -13226.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13231.439453 Penalty: 509.456421
	Iteration 5Q: 3 clusters Score -13231.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13231.752930 Penalty: 509.456421
	Iteration 6Q: 3 clusters Score -13231.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13232.143555 Penalty: 509.456421
	Iteration 7Q: 3 clusters Score -13232.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13233.706055 Penalty: 509.456421
	Iteration 8Q: 3 clusters Score -13233.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13238.729492 Penalty: 509.456421
	Iteration 9Q: 3 clusters Score -13238.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13242.798828 Penalty: 509.456421
	Iteration 10Q: 3 clusters Score -13242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13252.524414 Penalty: 509.456421
	Iteration 11Q: 3 clusters Score -13252.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13261.032227 Penalty: 509.456421
	Iteration 12Q: 3 clusters Score -13261.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13263.403320 Penalty: 509.456421
	Iteration 13Q: 3 clusters Score -13263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13263.403320 Penalty: 509.456421
	Iteration 14F: 3 clusters Score -13263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -7947.130859 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -7947.131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7731.906250 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -7731.906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7841.056641 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -7841.057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7846.750488 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -7846.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7860.431641 Penalty: 448.380096
	Iteration 3Q: 3 clusters Score -7860.432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -7863.159668 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -7863.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7869.754395 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -7869.754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7873.514160 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -7873.514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7875.017578 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -7875.018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7897.850586 Penalty: 448.380096
	Iteration 8Q: 3 clusters Score -7897.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7901.401367 Penalty: 448.380096
	Iteration 9Q: 3 clusters Score -7901.401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7904.667969 Penalty: 448.380096
	Iteration 10Q: 3 clusters Score -7904.668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7912.042480 Penalty: 448.380096
	Iteration 11Q: 3 clusters Score -7912.042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7915.078613 Penalty: 448.380096
	Iteration 12Q: 3 clusters Score -7915.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7918.012207 Penalty: 448.380096
	Iteration 13Q: 3 clusters Score -7918.012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7918.012207 Penalty: 448.380096
	Iteration 14F: 3 clusters Score -7918.012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -95599.812500 Penalty: 326.310364
	Iteration 0F: 2 clusters Score -95599.81 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 659 members 
Entering Unmasked Estep 
Score: -94613.531250 Penalty: 652.620728
	Iteration 0F: 3 clusters Score -94613.53 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -95010.007812 Penalty: 652.620728
	Iteration 1F: 3 clusters Score -95010.01 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -95104.054688 Penalty: 652.620728
	Iteration 2F: 3 clusters Score -95104.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -95165.914062 Penalty: 652.620728
	Iteration 3F: 3 clusters Score -95165.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -95214.500000 Penalty: 652.620728
	Iteration 4Q: 3 clusters Score -95214.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -95263.750000 Penalty: 652.620728
	Iteration 5Q: 3 clusters Score -95263.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -95312.734375 Penalty: 652.620728
	Iteration 6Q: 3 clusters Score -95312.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -95362.093750 Penalty: 652.620728
	Iteration 7Q: 3 clusters Score -95362.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -95393.984375 Penalty: 652.620728
	Iteration 8Q: 3 clusters Score -95393.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -95440.320312 Penalty: 652.620728
	Iteration 9Q: 3 clusters Score -95440.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -95496.390625 Penalty: 652.620728
	Iteration 10Q: 3 clusters Score -95496.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -95531.398438 Penalty: 652.620728
	Iteration 11Q: 3 clusters Score -95531.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -95550.335938 Penalty: 652.620728
	Iteration 12Q: 3 clusters Score -95550.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -95559.570312 Penalty: 652.620728
	Iteration 13Q: 3 clusters Score -95559.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -95572.148438 Penalty: 652.620728
	Iteration 14Q: 3 clusters Score -95572.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95586.421875 Penalty: 652.620728
	Iteration 15Q: 3 clusters Score -95586.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -95587.531250 Penalty: 652.620728
	Iteration 16Q: 3 clusters Score -95587.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95588.039062 Penalty: 652.620728
	Iteration 17Q: 3 clusters Score -95588.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95588.382812 Penalty: 652.620728
	Iteration 18Q: 3 clusters Score -95588.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -95588.382812 Penalty: 652.620728
	Iteration 19F: 3 clusters Score -95588.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -317222.875000 Penalty: 382.647308
	Iteration 0F: 2 clusters Score -317222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -314164.750000 Penalty: 765.294617
	Iteration 0F: 3 clusters Score -314164.8 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -315251.375000 Penalty: 765.294617
	Iteration 1F: 3 clusters Score -315251.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -315381.062500 Penalty: 765.294617
	Iteration 2F: 3 clusters Score -315381.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -315503.968750 Penalty: 765.294617
	Iteration 3F: 3 clusters Score -315504 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -315625.218750 Penalty: 765.294617
	Iteration 4F: 3 clusters Score -315625.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -315724.375000 Penalty: 765.294617
	Iteration 5Q: 3 clusters Score -315724.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -315824.843750 Penalty: 765.294617
	Iteration 6Q: 3 clusters Score -315824.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -315937.656250 Penalty: 765.294617
	Iteration 7Q: 3 clusters Score -315937.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -316065.125000 Penalty: 765.294617
	Iteration 8Q: 3 clusters Score -316065.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -316168.062500 Penalty: 765.294617
	Iteration 9Q: 3 clusters Score -316168.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -316271.968750 Penalty: 765.294617
	Iteration 10Q: 3 clusters Score -316272 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -316351.625000 Penalty: 765.294617
	Iteration 11Q: 3 clusters Score -316351.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -316417.968750 Penalty: 765.294617
	Iteration 12Q: 3 clusters Score -316418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -316470.531250 Penalty: 765.294617
	Iteration 13Q: 3 clusters Score -316470.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -316523.750000 Penalty: 765.294617
	Iteration 14Q: 3 clusters Score -316523.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -316578.062500 Penalty: 765.294617
	Iteration 15Q: 3 clusters Score -316578.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -316636.031250 Penalty: 765.294617
	Iteration 16Q: 3 clusters Score -316636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -316681.906250 Penalty: 765.294617
	Iteration 17Q: 3 clusters Score -316681.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -316728.812500 Penalty: 765.294617
	Iteration 18Q: 3 clusters Score -316728.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -316759.781250 Penalty: 765.294617
	Iteration 19Q: 3 clusters Score -316759.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -316785.500000 Penalty: 765.294617
	Iteration 20F: 3 clusters Score -316785.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -316809.781250 Penalty: 765.294617
	Iteration 21Q: 3 clusters Score -316809.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -316835.531250 Penalty: 765.294617
	Iteration 22Q: 3 clusters Score -316835.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -316866.031250 Penalty: 765.294617
	Iteration 23Q: 3 clusters Score -316866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -316884.937500 Penalty: 765.294617
	Iteration 24Q: 3 clusters Score -316884.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -316897.062500 Penalty: 765.294617
	Iteration 25Q: 3 clusters Score -316897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -316906.156250 Penalty: 765.294617
	Iteration 26Q: 3 clusters Score -316906.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -316915.500000 Penalty: 765.294617
	Iteration 27Q: 3 clusters Score -316915.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -316927.187500 Penalty: 765.294617
	Iteration 28Q: 3 clusters Score -316927.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -316936.406250 Penalty: 765.294617
	Iteration 29Q: 3 clusters Score -316936.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -316943.812500 Penalty: 765.294617
	Iteration 30Q: 3 clusters Score -316943.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -316952.031250 Penalty: 765.294617
	Iteration 31Q: 3 clusters Score -316952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -316962.000000 Penalty: 765.294617
	Iteration 32Q: 3 clusters Score -316962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -316974.125000 Penalty: 765.294617
	Iteration 33Q: 3 clusters Score -316974.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -316987.250000 Penalty: 765.294617
	Iteration 34Q: 3 clusters Score -316987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -316997.906250 Penalty: 765.294617
	Iteration 35Q: 3 clusters Score -316997.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -317006.468750 Penalty: 765.294617
	Iteration 36Q: 3 clusters Score -317006.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -317015.468750 Penalty: 765.294617
	Iteration 37Q: 3 clusters Score -317015.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -317022.125000 Penalty: 765.294617
	Iteration 38Q: 3 clusters Score -317022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -317026.000000 Penalty: 765.294617
	Iteration 39Q: 3 clusters Score -317026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -317029.062500 Penalty: 765.294617
	Iteration 40F: 3 clusters Score -317029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -317030.562500 Penalty: 765.294617
	Iteration 41Q: 3 clusters Score -317030.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -317033.218750 Penalty: 765.294617
	Iteration 42Q: 3 clusters Score -317033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -317035.656250 Penalty: 765.294617
	Iteration 43Q: 3 clusters Score -317035.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -317038.593750 Penalty: 765.294617
	Iteration 44Q: 3 clusters Score -317038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -317040.906250 Penalty: 765.294617
	Iteration 45Q: 3 clusters Score -317040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -317042.437500 Penalty: 765.294617
	Iteration 46Q: 3 clusters Score -317042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -317043.375000 Penalty: 765.294617
	Iteration 47Q: 3 clusters Score -317043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -317044.218750 Penalty: 765.294617
	Iteration 48Q: 3 clusters Score -317044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -317044.468750 Penalty: 765.294617
	Iteration 49Q: 3 clusters Score -317044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -317044.250000 Penalty: 765.294617
	Iteration 50Q: 3 clusters Score -317044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -317044.312500 Penalty: 765.294617
	Iteration 51Q: 3 clusters Score -317044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -317044.312500 Penalty: 765.294617
	Iteration 52F: 3 clusters Score -317044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 149 members 
Entering Unmasked Estep 
Score: -19536.080078 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19536.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19681.773438 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19681.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19787.691406 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19787.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -19823.699219 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -19846.314453 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19846.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19851.804688 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19856.607422 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19856.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19857.728516 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19857.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19858.777344 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19858.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19859.212891 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19859.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19859.212891 Penalty: 517.514771
	Iteration 10F: 3 clusters Score -19859.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -41128.625000 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -41128.62 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 270 members 
Entering Unmasked Estep 
Score: -40599.492188 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -40599.49 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40719.437500 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -40719.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40747.007812 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -40747.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40769.890625 Penalty: 573.704834
	Iteration 3F: 3 clusters Score -40769.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40800.398438 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -40800.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40820.726562 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -40820.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40844.421875 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -40844.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40863.531250 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -40863.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40886.187500 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -40886.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40902.820312 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -40902.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40916.964844 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -40916.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40921.320312 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -40921.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40922.847656 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -40922.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40924.199219 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -40924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40924.953125 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -40924.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -40925.847656 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -40925.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40926.644531 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -40926.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40927.488281 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -40927.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -40927.488281 Penalty: 573.704834
	Iteration 18F: 3 clusters Score -40927.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -214545.046875 Penalty: 358.179382
	Iteration 0F: 2 clusters Score -214545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -212680.875000 Penalty: 716.358765
	Iteration 0F: 3 clusters Score -212680.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -213249.546875 Penalty: 716.358765
	Iteration 1F: 3 clusters Score -213249.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -213298.312500 Penalty: 716.358765
	Iteration 2F: 3 clusters Score -213298.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -213341.453125 Penalty: 716.358765
	Iteration 3Q: 3 clusters Score -213341.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -213392.546875 Penalty: 716.358765
	Iteration 4Q: 3 clusters Score -213392.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -213441.093750 Penalty: 716.358765
	Iteration 5Q: 3 clusters Score -213441.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -213484.890625 Penalty: 716.358765
	Iteration 6Q: 3 clusters Score -213484.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -213525.265625 Penalty: 716.358765
	Iteration 7Q: 3 clusters Score -213525.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -213577.859375 Penalty: 716.358765
	Iteration 8Q: 3 clusters Score -213577.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -213634.296875 Penalty: 716.358765
	Iteration 9Q: 3 clusters Score -213634.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -213687.578125 Penalty: 716.358765
	Iteration 10Q: 3 clusters Score -213687.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -213745.531250 Penalty: 716.358765
	Iteration 11Q: 3 clusters Score -213745.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -213811.296875 Penalty: 716.358765
	Iteration 12Q: 3 clusters Score -213811.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -213895.906250 Penalty: 716.358765
	Iteration 13Q: 3 clusters Score -213895.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213964.609375 Penalty: 716.358765
	Iteration 14Q: 3 clusters Score -213964.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -214027.562500 Penalty: 716.358765
	Iteration 15Q: 3 clusters Score -214027.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -214068.406250 Penalty: 716.358765
	Iteration 16Q: 3 clusters Score -214068.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -214087.609375 Penalty: 716.358765
	Iteration 17Q: 3 clusters Score -214087.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -214104.093750 Penalty: 716.358765
	Iteration 18Q: 3 clusters Score -214104.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -214125.796875 Penalty: 716.358765
	Iteration 19Q: 3 clusters Score -214125.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -214147.515625 Penalty: 716.358765
	Iteration 20F: 3 clusters Score -214147.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -214159.765625 Penalty: 716.358765
	Iteration 21Q: 3 clusters Score -214159.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -214167.765625 Penalty: 716.358765
	Iteration 22Q: 3 clusters Score -214167.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -214174.312500 Penalty: 716.358765
	Iteration 23Q: 3 clusters Score -214174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -214178.406250 Penalty: 716.358765
	Iteration 24Q: 3 clusters Score -214178.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -214181.531250 Penalty: 716.358765
	Iteration 25Q: 3 clusters Score -214181.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -214185.890625 Penalty: 716.358765
	Iteration 26Q: 3 clusters Score -214185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -214187.687500 Penalty: 716.358765
	Iteration 27Q: 3 clusters Score -214187.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -214190.125000 Penalty: 716.358765
	Iteration 28Q: 3 clusters Score -214190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -214193.093750 Penalty: 716.358765
	Iteration 29Q: 3 clusters Score -214193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -214194.625000 Penalty: 716.358765
	Iteration 30Q: 3 clusters Score -214194.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -214196.359375 Penalty: 716.358765
	Iteration 31Q: 3 clusters Score -214196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -214197.328125 Penalty: 716.358765
	Iteration 32Q: 3 clusters Score -214197.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -214198.343750 Penalty: 716.358765
	Iteration 33Q: 3 clusters Score -214198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -214198.968750 Penalty: 716.358765
	Iteration 34Q: 3 clusters Score -214199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -214199.234375 Penalty: 716.358765
	Iteration 35Q: 3 clusters Score -214199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -214199.593750 Penalty: 716.358765
	Iteration 36Q: 3 clusters Score -214199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -214200.625000 Penalty: 716.358765
	Iteration 37Q: 3 clusters Score -214200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -214201.281250 Penalty: 716.358765
	Iteration 38Q: 3 clusters Score -214201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214201.437500 Penalty: 716.358765
	Iteration 39Q: 3 clusters Score -214201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -214201.437500 Penalty: 716.358765
	Iteration 40F: 3 clusters Score -214201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -128240.085938 Penalty: 337.363068
	Iteration 0F: 2 clusters Score -128240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -126997.140625 Penalty: 674.726135
	Iteration 0F: 3 clusters Score -126997.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -127373.234375 Penalty: 674.726135
	Iteration 1F: 3 clusters Score -127373.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -127429.367188 Penalty: 674.726135
	Iteration 2F: 3 clusters Score -127429.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -127478.953125 Penalty: 674.726135
	Iteration 3F: 3 clusters Score -127479 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127519.429688 Penalty: 674.726135
	Iteration 4Q: 3 clusters Score -127519.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -127552.703125 Penalty: 674.726135
	Iteration 5Q: 3 clusters Score -127552.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -127588.984375 Penalty: 674.726135
	Iteration 6Q: 3 clusters Score -127589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -127631.351562 Penalty: 674.726135
	Iteration 7Q: 3 clusters Score -127631.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -127685.812500 Penalty: 674.726135
	Iteration 8Q: 3 clusters Score -127685.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127727.156250 Penalty: 674.726135
	Iteration 9Q: 3 clusters Score -127727.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -127766.046875 Penalty: 674.726135
	Iteration 10Q: 3 clusters Score -127766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -127794.835938 Penalty: 674.726135
	Iteration 11Q: 3 clusters Score -127794.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -127815.250000 Penalty: 674.726135
	Iteration 12Q: 3 clusters Score -127815.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -127828.851562 Penalty: 674.726135
	Iteration 13Q: 3 clusters Score -127828.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -127841.328125 Penalty: 674.726135
	Iteration 14Q: 3 clusters Score -127841.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -127850.304688 Penalty: 674.726135
	Iteration 15Q: 3 clusters Score -127850.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -127856.460938 Penalty: 674.726135
	Iteration 16Q: 3 clusters Score -127856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -127860.742188 Penalty: 674.726135
	Iteration 17Q: 3 clusters Score -127860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -127864.226562 Penalty: 674.726135
	Iteration 18Q: 3 clusters Score -127864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -127867.195312 Penalty: 674.726135
	Iteration 19Q: 3 clusters Score -127867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -127869.281250 Penalty: 674.726135
	Iteration 20F: 3 clusters Score -127869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127871.570312 Penalty: 674.726135
	Iteration 21Q: 3 clusters Score -127871.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -127874.593750 Penalty: 674.726135
	Iteration 22Q: 3 clusters Score -127874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -127876.890625 Penalty: 674.726135
	Iteration 23Q: 3 clusters Score -127876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -127879.453125 Penalty: 674.726135
	Iteration 24Q: 3 clusters Score -127879.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -127882.179688 Penalty: 674.726135
	Iteration 25Q: 3 clusters Score -127882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -127883.312500 Penalty: 674.726135
	Iteration 26Q: 3 clusters Score -127883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -127884.085938 Penalty: 674.726135
	Iteration 27Q: 3 clusters Score -127884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -127885.281250 Penalty: 674.726135
	Iteration 28Q: 3 clusters Score -127885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -127886.687500 Penalty: 674.726135
	Iteration 29Q: 3 clusters Score -127886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -127887.382812 Penalty: 674.726135
	Iteration 30Q: 3 clusters Score -127887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -127889.265625 Penalty: 674.726135
	Iteration 31Q: 3 clusters Score -127889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -127891.093750 Penalty: 674.726135
	Iteration 32Q: 3 clusters Score -127891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -127891.632812 Penalty: 674.726135
	Iteration 33Q: 3 clusters Score -127891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127893.484375 Penalty: 674.726135
	Iteration 34Q: 3 clusters Score -127893.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -127894.023438 Penalty: 674.726135
	Iteration 35Q: 3 clusters Score -127894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -127894.273438 Penalty: 674.726135
	Iteration 36Q: 3 clusters Score -127894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -127894.531250 Penalty: 674.726135
	Iteration 37Q: 3 clusters Score -127894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -127895.976562 Penalty: 674.726135
	Iteration 38Q: 3 clusters Score -127896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -127898.898438 Penalty: 674.726135
	Iteration 39Q: 3 clusters Score -127898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -127901.609375 Penalty: 674.726135
	Iteration 40F: 3 clusters Score -127901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -127902.671875 Penalty: 674.726135
	Iteration 41Q: 3 clusters Score -127902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -127903.328125 Penalty: 674.726135
	Iteration 42Q: 3 clusters Score -127903.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -127904.687500 Penalty: 674.726135
	Iteration 43Q: 3 clusters Score -127904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -127905.343750 Penalty: 674.726135
	Iteration 44Q: 3 clusters Score -127905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -127906.468750 Penalty: 674.726135
	Iteration 45Q: 3 clusters Score -127906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127906.664062 Penalty: 674.726135
	Iteration 46Q: 3 clusters Score -127906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -127906.789062 Penalty: 674.726135
	Iteration 47Q: 3 clusters Score -127906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127907.445312 Penalty: 674.726135
	Iteration 48Q: 3 clusters Score -127907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -127909.242188 Penalty: 674.726135
	Iteration 49Q: 3 clusters Score -127909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -127912.765625 Penalty: 674.726135
	Iteration 50Q: 3 clusters Score -127912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -127916.007812 Penalty: 674.726135
	Iteration 51Q: 3 clusters Score -127916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127916.640625 Penalty: 674.726135
	Iteration 52Q: 3 clusters Score -127916.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -127920.671875 Penalty: 674.726135
	Iteration 53Q: 3 clusters Score -127920.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -127925.617188 Penalty: 674.726135
	Iteration 54Q: 3 clusters Score -127925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -127928.210938 Penalty: 674.726135
	Iteration 55Q: 3 clusters Score -127928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -127929.843750 Penalty: 674.726135
	Iteration 56Q: 3 clusters Score -127929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -127930.515625 Penalty: 674.726135
	Iteration 57Q: 3 clusters Score -127930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -127931.023438 Penalty: 674.726135
	Iteration 58Q: 3 clusters Score -127931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -127931.445312 Penalty: 674.726135
	Iteration 59Q: 3 clusters Score -127931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -127933.015625 Penalty: 674.726135
	Iteration 60F: 3 clusters Score -127933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -127936.140625 Penalty: 674.726135
	Iteration 61Q: 3 clusters Score -127936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127938.523438 Penalty: 674.726135
	Iteration 62Q: 3 clusters Score -127938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -127940.437500 Penalty: 674.726135
	Iteration 63Q: 3 clusters Score -127940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -127941.843750 Penalty: 674.726135
	Iteration 64Q: 3 clusters Score -127941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -127943.476562 Penalty: 674.726135
	Iteration 65Q: 3 clusters Score -127943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -127945.039062 Penalty: 674.726135
	Iteration 66Q: 3 clusters Score -127945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -127948.023438 Penalty: 674.726135
	Iteration 67Q: 3 clusters Score -127948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -127949.867188 Penalty: 674.726135
	Iteration 68Q: 3 clusters Score -127949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -127951.570312 Penalty: 674.726135
	Iteration 69Q: 3 clusters Score -127951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -127951.937500 Penalty: 674.726135
	Iteration 70Q: 3 clusters Score -127951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -127952.570312 Penalty: 674.726135
	Iteration 71Q: 3 clusters Score -127952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -127955.734375 Penalty: 674.726135
	Iteration 72Q: 3 clusters Score -127955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -127957.882812 Penalty: 674.726135
	Iteration 73Q: 3 clusters Score -127957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -127960.289062 Penalty: 674.726135
	Iteration 74Q: 3 clusters Score -127960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -127961.960938 Penalty: 674.726135
	Iteration 75Q: 3 clusters Score -127962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -127962.164062 Penalty: 674.726135
	Iteration 76Q: 3 clusters Score -127962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -127962.164062 Penalty: 674.726135
	Iteration 77F: 3 clusters Score -127962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9424.490234 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9424.49 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 107 members 
Entering Unmasked Estep 
Score: -9149.517578 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9149.518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9249.429688 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9249.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9277.675781 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9277.676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9286.514648 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -9286.515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9287.381836 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9287.382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9288.767578 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9288.768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9288.767578 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -9288.768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -6413.280273 Penalty: 249.369080
	Iteration 0F: 2 clusters Score -6413.28 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 115 members 
Entering Unmasked Estep 
Score: -6085.575195 Penalty: 498.738159
	Iteration 0F: 3 clusters Score -6085.575 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6180.132324 Penalty: 498.738159
	Iteration 1F: 3 clusters Score -6180.132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6201.181152 Penalty: 498.738159
	Iteration 2F: 3 clusters Score -6201.181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6227.609863 Penalty: 498.738159
	Iteration 3Q: 3 clusters Score -6227.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6252.256836 Penalty: 498.738159
	Iteration 4F: 3 clusters Score -6252.257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6272.149414 Penalty: 498.738159
	Iteration 5Q: 3 clusters Score -6272.149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6283.379395 Penalty: 498.738159
	Iteration 6Q: 3 clusters Score -6283.379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6302.396973 Penalty: 498.738159
	Iteration 7Q: 3 clusters Score -6302.397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6305.250488 Penalty: 498.738159
	Iteration 8Q: 3 clusters Score -6305.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6309.121582 Penalty: 498.738159
	Iteration 9Q: 3 clusters Score -6309.122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6309.895996 Penalty: 498.738159
	Iteration 10Q: 3 clusters Score -6309.896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6311.121094 Penalty: 498.738159
	Iteration 11Q: 3 clusters Score -6311.121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6314.338867 Penalty: 498.738159
	Iteration 12Q: 3 clusters Score -6314.339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6317.870605 Penalty: 498.738159
	Iteration 13Q: 3 clusters Score -6317.871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6326.062988 Penalty: 498.738159
	Iteration 14Q: 3 clusters Score -6326.063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6333.004395 Penalty: 498.738159
	Iteration 15Q: 3 clusters Score -6333.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6334.968262 Penalty: 498.738159
	Iteration 16Q: 3 clusters Score -6334.968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6338.541504 Penalty: 498.738159
	Iteration 17Q: 3 clusters Score -6338.542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6338.541504 Penalty: 498.738159
	Iteration 18F: 3 clusters Score -6338.542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -48781.070312 Penalty: 300.232147
	Iteration 0F: 2 clusters Score -48781.07 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 372 members 
Entering Unmasked Estep 
Score: -48134.414062 Penalty: 600.464294
	Iteration 0F: 3 clusters Score -48134.41 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -48304.761719 Penalty: 600.464294
	Iteration 1F: 3 clusters Score -48304.76 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48370.308594 Penalty: 600.464294
	Iteration 2F: 3 clusters Score -48370.31 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48439.171875 Penalty: 600.464294
	Iteration 3F: 3 clusters Score -48439.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48498.234375 Penalty: 600.464294
	Iteration 4F: 3 clusters Score -48498.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48527.832031 Penalty: 600.464294
	Iteration 5Q: 3 clusters Score -48527.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48551.250000 Penalty: 600.464294
	Iteration 6Q: 3 clusters Score -48551.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48565.964844 Penalty: 600.464294
	Iteration 7Q: 3 clusters Score -48565.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48576.082031 Penalty: 600.464294
	Iteration 8Q: 3 clusters Score -48576.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48588.781250 Penalty: 600.464294
	Iteration 9Q: 3 clusters Score -48588.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48599.398438 Penalty: 600.464294
	Iteration 10Q: 3 clusters Score -48599.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48608.847656 Penalty: 600.464294
	Iteration 11Q: 3 clusters Score -48608.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48617.152344 Penalty: 600.464294
	Iteration 12Q: 3 clusters Score -48617.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48622.585938 Penalty: 600.464294
	Iteration 13Q: 3 clusters Score -48622.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48629.421875 Penalty: 600.464294
	Iteration 14Q: 3 clusters Score -48629.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48635.816406 Penalty: 600.464294
	Iteration 15Q: 3 clusters Score -48635.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48638.390625 Penalty: 600.464294
	Iteration 16Q: 3 clusters Score -48638.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48641.226562 Penalty: 600.464294
	Iteration 17Q: 3 clusters Score -48641.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48641.382812 Penalty: 600.464294
	Iteration 18Q: 3 clusters Score -48641.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48641.382812 Penalty: 600.464294
	Iteration 19F: 3 clusters Score -48641.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -204500.343750 Penalty: 355.811707
	Iteration 0F: 2 clusters Score -204500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -202744.750000 Penalty: 711.623413
	Iteration 0F: 3 clusters Score -202744.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -203318.421875 Penalty: 711.623413
	Iteration 1F: 3 clusters Score -203318.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -203390.515625 Penalty: 711.623413
	Iteration 2F: 3 clusters Score -203390.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -203441.234375 Penalty: 711.623413
	Iteration 3F: 3 clusters Score -203441.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -203485.343750 Penalty: 711.623413
	Iteration 4Q: 3 clusters Score -203485.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203524.500000 Penalty: 711.623413
	Iteration 5Q: 3 clusters Score -203524.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -203560.687500 Penalty: 711.623413
	Iteration 6Q: 3 clusters Score -203560.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -203610.296875 Penalty: 711.623413
	Iteration 7Q: 3 clusters Score -203610.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203660.765625 Penalty: 711.623413
	Iteration 8Q: 3 clusters Score -203660.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -203709.484375 Penalty: 711.623413
	Iteration 9Q: 3 clusters Score -203709.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -203762.640625 Penalty: 711.623413
	Iteration 10Q: 3 clusters Score -203762.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203808.343750 Penalty: 711.623413
	Iteration 11Q: 3 clusters Score -203808.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -203843.515625 Penalty: 711.623413
	Iteration 12Q: 3 clusters Score -203843.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -203869.343750 Penalty: 711.623413
	Iteration 13Q: 3 clusters Score -203869.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -203895.031250 Penalty: 711.623413
	Iteration 14Q: 3 clusters Score -203895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -203915.484375 Penalty: 711.623413
	Iteration 15Q: 3 clusters Score -203915.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203934.015625 Penalty: 711.623413
	Iteration 16Q: 3 clusters Score -203934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -203954.828125 Penalty: 711.623413
	Iteration 17Q: 3 clusters Score -203954.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -203970.375000 Penalty: 711.623413
	Iteration 18Q: 3 clusters Score -203970.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203979.031250 Penalty: 711.623413
	Iteration 19Q: 3 clusters Score -203979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203985.250000 Penalty: 711.623413
	Iteration 20F: 3 clusters Score -203985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203990.500000 Penalty: 711.623413
	Iteration 21Q: 3 clusters Score -203990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -203994.468750 Penalty: 711.623413
	Iteration 22Q: 3 clusters Score -203994.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -203997.031250 Penalty: 711.623413
	Iteration 23Q: 3 clusters Score -203997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203998.796875 Penalty: 711.623413
	Iteration 24Q: 3 clusters Score -203998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -204001.984375 Penalty: 711.623413
	Iteration 25Q: 3 clusters Score -204002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204006.359375 Penalty: 711.623413
	Iteration 26Q: 3 clusters Score -204006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -204008.000000 Penalty: 711.623413
	Iteration 27Q: 3 clusters Score -204008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204009.046875 Penalty: 711.623413
	Iteration 28Q: 3 clusters Score -204009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -204011.546875 Penalty: 711.623413
	Iteration 29Q: 3 clusters Score -204011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -204016.093750 Penalty: 711.623413
	Iteration 30Q: 3 clusters Score -204016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -204018.796875 Penalty: 711.623413
	Iteration 31Q: 3 clusters Score -204018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -204022.156250 Penalty: 711.623413
	Iteration 32Q: 3 clusters Score -204022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -204022.890625 Penalty: 711.623413
	Iteration 33Q: 3 clusters Score -204022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -204025.031250 Penalty: 711.623413
	Iteration 34Q: 3 clusters Score -204025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -204026.453125 Penalty: 711.623413
	Iteration 35Q: 3 clusters Score -204026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -204027.843750 Penalty: 711.623413
	Iteration 36Q: 3 clusters Score -204027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -204028.515625 Penalty: 711.623413
	Iteration 37Q: 3 clusters Score -204028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -204029.281250 Penalty: 711.623413
	Iteration 38Q: 3 clusters Score -204029.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204029.171875 Penalty: 711.623413
	Iteration 39Q: 3 clusters Score -204029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204029.812500 Penalty: 711.623413
	Iteration 40F: 3 clusters Score -204029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -204030.875000 Penalty: 711.623413
	Iteration 41Q: 3 clusters Score -204030.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -204031.843750 Penalty: 711.623413
	Iteration 42Q: 3 clusters Score -204031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -204032.468750 Penalty: 711.623413
	Iteration 43Q: 3 clusters Score -204032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -204033.343750 Penalty: 711.623413
	Iteration 44Q: 3 clusters Score -204033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -204033.796875 Penalty: 711.623413
	Iteration 45Q: 3 clusters Score -204033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -204035.093750 Penalty: 711.623413
	Iteration 46Q: 3 clusters Score -204035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -204036.953125 Penalty: 711.623413
	Iteration 47Q: 3 clusters Score -204037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -204039.093750 Penalty: 711.623413
	Iteration 48Q: 3 clusters Score -204039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -204039.765625 Penalty: 711.623413
	Iteration 49Q: 3 clusters Score -204039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -204039.859375 Penalty: 711.623413
	Iteration 50Q: 3 clusters Score -204039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -204040.156250 Penalty: 711.623413
	Iteration 51Q: 3 clusters Score -204040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -204040.359375 Penalty: 711.623413
	Iteration 52Q: 3 clusters Score -204040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -204040.546875 Penalty: 711.623413
	Iteration 53Q: 3 clusters Score -204040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -204040.703125 Penalty: 711.623413
	Iteration 54Q: 3 clusters Score -204040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -204040.703125 Penalty: 711.623413
	Iteration 55F: 3 clusters Score -204040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -16293.175781 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -16293.18 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 131 members 
Entering Unmasked Estep 
Score: -15974.653320 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -15974.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16096.128906 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -16096.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16147.797852 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -16147.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16162.741211 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -16162.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16173.788086 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -16173.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16178.238281 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -16178.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16187.918945 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -16187.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16193.738281 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -16193.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16195.779297 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -16195.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16196.884766 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -16196.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16196.884766 Penalty: 506.371338
	Iteration 10F: 3 clusters Score -16196.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -75529.554688 Penalty: 319.418671
	Iteration 0F: 2 clusters Score -75529.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74671.257812 Penalty: 638.837341
	Iteration 0F: 3 clusters Score -74671.26 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75042.148438 Penalty: 638.837341
	Iteration 1F: 3 clusters Score -75042.15 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75123.531250 Penalty: 638.837341
	Iteration 2F: 3 clusters Score -75123.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75179.570312 Penalty: 638.837341
	Iteration 3F: 3 clusters Score -75179.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -75227.921875 Penalty: 638.837341
	Iteration 4F: 3 clusters Score -75227.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -75263.265625 Penalty: 638.837341
	Iteration 5Q: 3 clusters Score -75263.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -75301.226562 Penalty: 638.837341
	Iteration 6Q: 3 clusters Score -75301.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -75324.203125 Penalty: 638.837341
	Iteration 7Q: 3 clusters Score -75324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75333.734375 Penalty: 638.837341
	Iteration 8Q: 3 clusters Score -75333.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -75341.062500 Penalty: 638.837341
	Iteration 9Q: 3 clusters Score -75341.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -75344.281250 Penalty: 638.837341
	Iteration 10Q: 3 clusters Score -75344.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75346.328125 Penalty: 638.837341
	Iteration 11Q: 3 clusters Score -75346.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75349.117188 Penalty: 638.837341
	Iteration 12Q: 3 clusters Score -75349.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -75350.484375 Penalty: 638.837341
	Iteration 13Q: 3 clusters Score -75350.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75351.312500 Penalty: 638.837341
	Iteration 14Q: 3 clusters Score -75351.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -75351.312500 Penalty: 638.837341
	Iteration 15F: 3 clusters Score -75351.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (25553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Entering Unmasked Estep 
Score: -2058794.750000 Penalty: 461.757202
	Iteration 0F: 2 clusters Score -2058795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2042651.875000 Penalty: 923.514404
	Iteration 0F: 3 clusters Score -2042652 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2049900.375000 Penalty: 923.514404
	Iteration 1F: 3 clusters Score -2049900 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2050770.875000 Penalty: 923.514404
	Iteration 2F: 3 clusters Score -2050771 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2052213.375000 Penalty: 923.514404
	Iteration 3F: 3 clusters Score -2052213 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2054270.625000 Penalty: 923.514404
	Iteration 4F: 3 clusters Score -2054271 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2056236.625000 Penalty: 923.514404
	Iteration 5F: 3 clusters Score -2056237 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2057473.625000 Penalty: 923.514404
	Iteration 6F: 3 clusters Score -2057474 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -2058018.250000 Penalty: 923.514404
	Iteration 7Q: 3 clusters Score -2058018 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2058222.500000 Penalty: 923.514404
	Iteration 8Q: 3 clusters Score -2058222 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2058299.875000 Penalty: 923.514404
	Iteration 9Q: 3 clusters Score -2058300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2058341.500000 Penalty: 923.514404
	Iteration 10Q: 3 clusters Score -2058342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2058368.875000 Penalty: 923.514404
	Iteration 11Q: 3 clusters Score -2058369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -2058384.000000 Penalty: 923.514404
	Iteration 12Q: 3 clusters Score -2058384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2058389.250000 Penalty: 923.514404
	Iteration 13Q: 3 clusters Score -2058389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2058395.500000 Penalty: 923.514404
	Iteration 14Q: 3 clusters Score -2058396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2058397.250000 Penalty: 923.514404
	Iteration 15Q: 3 clusters Score -2058397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2058397.250000 Penalty: 923.514404
	Iteration 16F: 3 clusters Score -2058397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -286570.531250 Penalty: 374.515503
	Iteration 0F: 2 clusters Score -286570.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -284018.843750 Penalty: 749.031006
	Iteration 0F: 3 clusters Score -284018.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -285103.687500 Penalty: 749.031006
	Iteration 1F: 3 clusters Score -285103.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -285362.375000 Penalty: 749.031006
	Iteration 2F: 3 clusters Score -285362.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -285608.781250 Penalty: 749.031006
	Iteration 3F: 3 clusters Score -285608.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -285815.312500 Penalty: 749.031006
	Iteration 4F: 3 clusters Score -285815.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285925.843750 Penalty: 749.031006
	Iteration 5Q: 3 clusters Score -285925.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -285980.562500 Penalty: 749.031006
	Iteration 6Q: 3 clusters Score -285980.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -286005.968750 Penalty: 749.031006
	Iteration 7Q: 3 clusters Score -286006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -286028.343750 Penalty: 749.031006
	Iteration 8Q: 3 clusters Score -286028.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -286050.531250 Penalty: 749.031006
	Iteration 9Q: 3 clusters Score -286050.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -286075.718750 Penalty: 749.031006
	Iteration 10Q: 3 clusters Score -286075.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -286102.343750 Penalty: 749.031006
	Iteration 11Q: 3 clusters Score -286102.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -286135.312500 Penalty: 749.031006
	Iteration 12Q: 3 clusters Score -286135.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -286154.250000 Penalty: 749.031006
	Iteration 13Q: 3 clusters Score -286154.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -286168.000000 Penalty: 749.031006
	Iteration 14Q: 3 clusters Score -286168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -286180.125000 Penalty: 749.031006
	Iteration 15Q: 3 clusters Score -286180.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -286188.500000 Penalty: 749.031006
	Iteration 16Q: 3 clusters Score -286188.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -286193.625000 Penalty: 749.031006
	Iteration 17Q: 3 clusters Score -286193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -286195.093750 Penalty: 749.031006
	Iteration 18Q: 3 clusters Score -286195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -286196.468750 Penalty: 749.031006
	Iteration 19Q: 3 clusters Score -286196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -286198.718750 Penalty: 749.031006
	Iteration 20F: 3 clusters Score -286198.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -286200.531250 Penalty: 749.031006
	Iteration 21Q: 3 clusters Score -286200.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -286205.593750 Penalty: 749.031006
	Iteration 22Q: 3 clusters Score -286205.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -286211.312500 Penalty: 749.031006
	Iteration 23Q: 3 clusters Score -286211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -286215.937500 Penalty: 749.031006
	Iteration 24Q: 3 clusters Score -286215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -286219.062500 Penalty: 749.031006
	Iteration 25Q: 3 clusters Score -286219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -286221.000000 Penalty: 749.031006
	Iteration 26Q: 3 clusters Score -286221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -286221.375000 Penalty: 749.031006
	Iteration 27Q: 3 clusters Score -286221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -286221.468750 Penalty: 749.031006
	Iteration 28Q: 3 clusters Score -286221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -286221.656250 Penalty: 749.031006
	Iteration 29Q: 3 clusters Score -286221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -286221.593750 Penalty: 749.031006
	Iteration 30Q: 3 clusters Score -286221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -286221.812500 Penalty: 749.031006
	Iteration 31Q: 3 clusters Score -286221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -286222.812500 Penalty: 749.031006
	Iteration 32Q: 3 clusters Score -286222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -286224.343750 Penalty: 749.031006
	Iteration 33Q: 3 clusters Score -286224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -286224.062500 Penalty: 749.031006
	Iteration 34Q: 3 clusters Score -286224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -286224.781250 Penalty: 749.031006
	Iteration 35Q: 3 clusters Score -286224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -286226.218750 Penalty: 749.031006
	Iteration 36Q: 3 clusters Score -286226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -286226.093750 Penalty: 749.031006
	Iteration 37Q: 3 clusters Score -286226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -286226.093750 Penalty: 749.031006
	Iteration 38F: 3 clusters Score -286226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (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: -18863.724609 Penalty: 272.611633
	Iteration 0F: 2 clusters Score -18863.72 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 203 members 
Entering Unmasked Estep 
Score: -18470.884766 Penalty: 545.223267
	Iteration 0F: 3 clusters Score -18470.88 nChanged 136
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: -18623.238281 Penalty: 545.223267
	Iteration 1F: 3 clusters Score -18623.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18669.546875 Penalty: 545.223267
	Iteration 2F: 3 clusters Score -18669.55 nChanged 23
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: -18704.886719 Penalty: 545.223267
	Iteration 3F: 3 clusters Score -18704.89 nChanged 11
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: -18719.314453 Penalty: 545.223267
	Iteration 4Q: 3 clusters Score -18719.31 nChanged 8
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: -18727.970703 Penalty: 545.223267
	Iteration 5Q: 3 clusters Score -18727.97 nChanged 5
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: -18734.019531 Penalty: 545.223267
	Iteration 6Q: 3 clusters Score -18734.02 nChanged 6
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: -18739.917969 Penalty: 545.223267
	Iteration 7Q: 3 clusters Score -18739.92 nChanged 2
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: -18742.464844 Penalty: 545.223267
	Iteration 8Q: 3 clusters Score -18742.46 nChanged 1
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: -18742.701172 Penalty: 545.223267
	Iteration 9Q: 3 clusters Score -18742.7 nChanged 0
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: -18742.701172 Penalty: 545.223267
	Iteration 10F: 3 clusters Score -18742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Entering Unmasked Estep 
Score: -9650.916992 Penalty: 257.188263
	Iteration 0F: 2 clusters Score -9650.917 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 163 members 
Entering Unmasked Estep 
Score: -9349.272461 Penalty: 514.376526
	Iteration 0F: 3 clusters Score -9349.272 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9490.503906 Penalty: 514.376526
	Iteration 1F: 3 clusters Score -9490.504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -9535.206055 Penalty: 514.376526
	Iteration 2F: 3 clusters Score -9535.206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9557.213867 Penalty: 514.376526
	Iteration 3Q: 3 clusters Score -9557.214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9579.909180 Penalty: 514.376526
	Iteration 4Q: 3 clusters Score -9579.909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9595.410156 Penalty: 514.376526
	Iteration 5Q: 3 clusters Score -9595.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9605.634766 Penalty: 514.376526
	Iteration 6Q: 3 clusters Score -9605.635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9634.147461 Penalty: 514.376526
	Iteration 7Q: 3 clusters Score -9634.147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9647.086914 Penalty: 514.376526
	Iteration 8Q: 3 clusters Score -9647.087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9653.728516 Penalty: 514.376526
	Iteration 9Q: 3 clusters Score -9653.729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9662.428711 Penalty: 514.376526
	Iteration 10Q: 3 clusters Score -9662.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9684.962891 Penalty: 514.376526
	Iteration 11Q: 3 clusters Score -9684.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9695.878906 Penalty: 514.376526
	Iteration 12Q: 3 clusters Score -9695.879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9700.220703 Penalty: 514.376526
	Iteration 13Q: 3 clusters Score -9700.221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9705.716797 Penalty: 514.376526
	Iteration 14Q: 3 clusters Score -9705.717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9713.895508 Penalty: 514.376526
	Iteration 15Q: 3 clusters Score -9713.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9713.895508 Penalty: 514.376526
	Iteration 16F: 3 clusters Score -9713.896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 96 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 25479 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33928 members 
Mstep: Class 76 contains 22272 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 189 members 
Entering Unmasked Estep 
Score: -42167696.000000 Penalty: 46951.042969
Splitting cluster 55 changes total score from -42165344.000000 to -42167696.000000
So it's getting split into cluster 78.
Entering ConstructFrom: 
Trying to split cluster 56 (22650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Entering Unmasked Estep 
Score: -1839717.250000 Penalty: 456.270142
	Iteration 0F: 2 clusters Score -1839717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1825142.375000 Penalty: 912.540283
	Iteration 0F: 3 clusters Score -1825142 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1831762.875000 Penalty: 912.540283
	Iteration 1F: 3 clusters Score -1831763 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1832623.250000 Penalty: 912.540283
	Iteration 2F: 3 clusters Score -1832623 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1833920.625000 Penalty: 912.540283
	Iteration 3F: 3 clusters Score -1833921 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1835411.625000 Penalty: 912.540283
	Iteration 4F: 3 clusters Score -1835412 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1836580.375000 Penalty: 912.540283
	Iteration 5F: 3 clusters Score -1836580 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1837234.250000 Penalty: 912.540283
	Iteration 6F: 3 clusters Score -1837234 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1837550.000000 Penalty: 912.540283
	Iteration 7Q: 3 clusters Score -1837550 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1837739.875000 Penalty: 912.540283
	Iteration 8Q: 3 clusters Score -1837740 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1837891.500000 Penalty: 912.540283
	Iteration 9Q: 3 clusters Score -1837892 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1838030.375000 Penalty: 912.540283
	Iteration 10Q: 3 clusters Score -1838030 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1838169.250000 Penalty: 912.540283
	Iteration 11Q: 3 clusters Score -1838169 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1838276.250000 Penalty: 912.540283
	Iteration 12Q: 3 clusters Score -1838276 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1838352.500000 Penalty: 912.540283
	Iteration 13Q: 3 clusters Score -1838352 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1838434.625000 Penalty: 912.540283
	Iteration 14Q: 3 clusters Score -1838435 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1838517.000000 Penalty: 912.540283
	Iteration 15Q: 3 clusters Score -1838517 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1838609.250000 Penalty: 912.540283
	Iteration 16Q: 3 clusters Score -1838609 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1838693.750000 Penalty: 912.540283
	Iteration 17Q: 3 clusters Score -1838694 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1838763.500000 Penalty: 912.540283
	Iteration 18Q: 3 clusters Score -1838764 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1838806.125000 Penalty: 912.540283
	Iteration 19Q: 3 clusters Score -1838806 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1838829.750000 Penalty: 912.540283
	Iteration 20F: 3 clusters Score -1838830 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1838855.125000 Penalty: 912.540283
	Iteration 21Q: 3 clusters Score -1838855 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1838859.250000 Penalty: 912.540283
	Iteration 22Q: 3 clusters Score -1838859 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1838870.125000 Penalty: 912.540283
	Iteration 23Q: 3 clusters Score -1838870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1838868.625000 Penalty: 912.540283
	Iteration 24Q: 3 clusters Score -1838869 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1838871.750000 Penalty: 912.540283
	Iteration 25Q: 3 clusters Score -1838872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1838877.250000 Penalty: 912.540283
	Iteration 26Q: 3 clusters Score -1838877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1838879.250000 Penalty: 912.540283
	Iteration 27Q: 3 clusters Score -1838879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1838879.875000 Penalty: 912.540283
	Iteration 28Q: 3 clusters Score -1838880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1838870.625000 Penalty: 912.540283
	Iteration 29Q: 3 clusters Score -1838871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -1838871.125000 Penalty: 912.540283
	Iteration 30Q: 3 clusters Score -1838871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1838869.750000 Penalty: 912.540283
	Iteration 31Q: 3 clusters Score -1838870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1838871.250000 Penalty: 912.540283
	Iteration 32Q: 3 clusters Score -1838871 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1838872.125000 Penalty: 912.540283
	Iteration 33Q: 3 clusters Score -1838872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1838874.000000 Penalty: 912.540283
	Iteration 34Q: 3 clusters Score -1838874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1838872.500000 Penalty: 912.540283
	Iteration 35Q: 3 clusters Score -1838872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1838866.375000 Penalty: 912.540283
	Iteration 36Q: 3 clusters Score -1838866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1838861.500000 Penalty: 912.540283
	Iteration 37Q: 3 clusters Score -1838862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1838854.375000 Penalty: 912.540283
	Iteration 38Q: 3 clusters Score -1838854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1838862.625000 Penalty: 912.540283
	Iteration 39Q: 3 clusters Score -1838863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1838859.375000 Penalty: 912.540283
	Iteration 40F: 3 clusters Score -1838859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1838870.000000 Penalty: 912.540283
	Iteration 41Q: 3 clusters Score -1838870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1838872.125000 Penalty: 912.540283
	Iteration 42Q: 3 clusters Score -1838872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1838880.750000 Penalty: 912.540283
	Iteration 43Q: 3 clusters Score -1838881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1838887.250000 Penalty: 912.540283
	Iteration 44Q: 3 clusters Score -1838887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1838888.125000 Penalty: 912.540283
	Iteration 45Q: 3 clusters Score -1838888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1838894.375000 Penalty: 912.540283
	Iteration 46Q: 3 clusters Score -1838894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -1838897.375000 Penalty: 912.540283
	Iteration 47Q: 3 clusters Score -1838897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1838900.500000 Penalty: 912.540283
	Iteration 48Q: 3 clusters Score -1838900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1838904.625000 Penalty: 912.540283
	Iteration 49Q: 3 clusters Score -1838905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1838904.500000 Penalty: 912.540283
	Iteration 50Q: 3 clusters Score -1838904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1838901.875000 Penalty: 912.540283
	Iteration 51Q: 3 clusters Score -1838902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1838908.000000 Penalty: 912.540283
	Iteration 52Q: 3 clusters Score -1838908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -1838911.875000 Penalty: 912.540283
	Iteration 53Q: 3 clusters Score -1838912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1838917.875000 Penalty: 912.540283
	Iteration 54Q: 3 clusters Score -1838918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1838923.875000 Penalty: 912.540283
	Iteration 55Q: 3 clusters Score -1838924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1838932.750000 Penalty: 912.540283
	Iteration 56Q: 3 clusters Score -1838933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1838931.875000 Penalty: 912.540283
	Iteration 57Q: 3 clusters Score -1838932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1838934.625000 Penalty: 912.540283
	Iteration 58Q: 3 clusters Score -1838935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1838941.375000 Penalty: 912.540283
	Iteration 59Q: 3 clusters Score -1838941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1838942.250000 Penalty: 912.540283
	Iteration 60F: 3 clusters Score -1838942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -1838944.250000 Penalty: 912.540283
	Iteration 61Q: 3 clusters Score -1838944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -1838947.500000 Penalty: 912.540283
	Iteration 62Q: 3 clusters Score -1838948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1838950.375000 Penalty: 912.540283
	Iteration 63Q: 3 clusters Score -1838950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1838955.250000 Penalty: 912.540283
	Iteration 64Q: 3 clusters Score -1838955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1838954.625000 Penalty: 912.540283
	Iteration 65Q: 3 clusters Score -1838955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1838954.125000 Penalty: 912.540283
	Iteration 66Q: 3 clusters Score -1838954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1838953.750000 Penalty: 912.540283
	Iteration 67Q: 3 clusters Score -1838954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1838953.500000 Penalty: 912.540283
	Iteration 68Q: 3 clusters Score -1838954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1838957.250000 Penalty: 912.540283
	Iteration 69Q: 3 clusters Score -1838957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1838956.500000 Penalty: 912.540283
	Iteration 70Q: 3 clusters Score -1838956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1838960.000000 Penalty: 912.540283
	Iteration 71Q: 3 clusters Score -1838960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1838961.750000 Penalty: 912.540283
	Iteration 72Q: 3 clusters Score -1838962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1838963.000000 Penalty: 912.540283
	Iteration 73Q: 3 clusters Score -1838963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1838960.750000 Penalty: 912.540283
	Iteration 74Q: 3 clusters Score -1838961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1838961.625000 Penalty: 912.540283
	Iteration 75Q: 3 clusters Score -1838962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1838966.750000 Penalty: 912.540283
	Iteration 76Q: 3 clusters Score -1838967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1838966.250000 Penalty: 912.540283
	Iteration 77Q: 3 clusters Score -1838966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -1838964.500000 Penalty: 912.540283
	Iteration 78Q: 3 clusters Score -1838964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1838967.000000 Penalty: 912.540283
	Iteration 79Q: 3 clusters Score -1838967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1838965.625000 Penalty: 912.540283
	Iteration 80F: 3 clusters Score -1838966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -1838964.875000 Penalty: 912.540283
	Iteration 81Q: 3 clusters Score -1838965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1838970.375000 Penalty: 912.540283
	Iteration 82Q: 3 clusters Score -1838970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1838969.750000 Penalty: 912.540283
	Iteration 83Q: 3 clusters Score -1838970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1838974.250000 Penalty: 912.540283
	Iteration 84Q: 3 clusters Score -1838974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1838972.625000 Penalty: 912.540283
	Iteration 85Q: 3 clusters Score -1838973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1838971.375000 Penalty: 912.540283
	Iteration 86Q: 3 clusters Score -1838971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1838975.000000 Penalty: 912.540283
	Iteration 87Q: 3 clusters Score -1838975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1838976.625000 Penalty: 912.540283
	Iteration 88Q: 3 clusters Score -1838977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -1838977.125000 Penalty: 912.540283
	Iteration 89Q: 3 clusters Score -1838977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1838975.125000 Penalty: 912.540283
	Iteration 90Q: 3 clusters Score -1838975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1838974.875000 Penalty: 912.540283
	Iteration 91Q: 3 clusters Score -1838975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -1838976.375000 Penalty: 912.540283
	Iteration 92Q: 3 clusters Score -1838976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1838974.750000 Penalty: 912.540283
	Iteration 93Q: 3 clusters Score -1838975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1838978.500000 Penalty: 912.540283
	Iteration 94Q: 3 clusters Score -1838978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1838980.125000 Penalty: 912.540283
	Iteration 95Q: 3 clusters Score -1838980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -1838979.875000 Penalty: 912.540283
	Iteration 96Q: 3 clusters Score -1838980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1838977.625000 Penalty: 912.540283
	Iteration 97Q: 3 clusters Score -1838978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1838985.125000 Penalty: 912.540283
	Iteration 98Q: 3 clusters Score -1838985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1838978.750000 Penalty: 912.540283
	Iteration 99Q: 3 clusters Score -1838979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1838976.000000 Penalty: 912.540283
	Iteration 100F: 3 clusters Score -1838976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1838980.250000 Penalty: 912.540283
	Iteration 101Q: 3 clusters Score -1838980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1838984.375000 Penalty: 912.540283
	Iteration 102Q: 3 clusters Score -1838984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1838986.875000 Penalty: 912.540283
	Iteration 103Q: 3 clusters Score -1838987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1838986.375000 Penalty: 912.540283
	Iteration 104Q: 3 clusters Score -1838986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1838987.250000 Penalty: 912.540283
	Iteration 105Q: 3 clusters Score -1838987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1838987.750000 Penalty: 912.540283
	Iteration 106Q: 3 clusters Score -1838988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1838985.375000 Penalty: 912.540283
	Iteration 107Q: 3 clusters Score -1838985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1838990.500000 Penalty: 912.540283
	Iteration 108Q: 3 clusters Score -1838990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1838994.500000 Penalty: 912.540283
	Iteration 109Q: 3 clusters Score -1838994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1838995.625000 Penalty: 912.540283
	Iteration 110Q: 3 clusters Score -1838996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1838995.500000 Penalty: 912.540283
	Iteration 111Q: 3 clusters Score -1838996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1838994.625000 Penalty: 912.540283
	Iteration 112Q: 3 clusters Score -1838995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1838998.250000 Penalty: 912.540283
	Iteration 113Q: 3 clusters Score -1838998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1839006.500000 Penalty: 912.540283
	Iteration 114Q: 3 clusters Score -1839006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -1839006.750000 Penalty: 912.540283
	Iteration 115Q: 3 clusters Score -1839007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1839011.500000 Penalty: 912.540283
	Iteration 116Q: 3 clusters Score -1839012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -1839009.625000 Penalty: 912.540283
	Iteration 117Q: 3 clusters Score -1839010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1839014.000000 Penalty: 912.540283
	Iteration 118Q: 3 clusters Score -1839014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1839015.875000 Penalty: 912.540283
	Iteration 119Q: 3 clusters Score -1839016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1839009.875000 Penalty: 912.540283
	Iteration 120F: 3 clusters Score -1839010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1839013.000000 Penalty: 912.540283
	Iteration 121Q: 3 clusters Score -1839013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -1839016.750000 Penalty: 912.540283
	Iteration 122Q: 3 clusters Score -1839017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -1839022.125000 Penalty: 912.540283
	Iteration 123Q: 3 clusters Score -1839022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -1839026.000000 Penalty: 912.540283
	Iteration 124Q: 3 clusters Score -1839026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1839024.750000 Penalty: 912.540283
	Iteration 125Q: 3 clusters Score -1839025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1839023.875000 Penalty: 912.540283
	Iteration 126Q: 3 clusters Score -1839024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1839025.875000 Penalty: 912.540283
	Iteration 127Q: 3 clusters Score -1839026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1839025.625000 Penalty: 912.540283
	Iteration 128Q: 3 clusters Score -1839026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1839032.250000 Penalty: 912.540283
	Iteration 129Q: 3 clusters Score -1839032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -1839030.125000 Penalty: 912.540283
	Iteration 130Q: 3 clusters Score -1839030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -1839032.500000 Penalty: 912.540283
	Iteration 131Q: 3 clusters Score -1839032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -1839032.250000 Penalty: 912.540283
	Iteration 132Q: 3 clusters Score -1839032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1839036.375000 Penalty: 912.540283
	Iteration 133Q: 3 clusters Score -1839036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1839030.750000 Penalty: 912.540283
	Iteration 134Q: 3 clusters Score -1839031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1839024.250000 Penalty: 912.540283
	Iteration 135Q: 3 clusters Score -1839024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1839023.000000 Penalty: 912.540283
	Iteration 136Q: 3 clusters Score -1839023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -1839028.875000 Penalty: 912.540283
	Iteration 137Q: 3 clusters Score -1839029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1839027.000000 Penalty: 912.540283
	Iteration 138Q: 3 clusters Score -1839027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1839034.000000 Penalty: 912.540283
	Iteration 139Q: 3 clusters Score -1839034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -1839031.875000 Penalty: 912.540283
	Iteration 140F: 3 clusters Score -1839032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1839041.875000 Penalty: 912.540283
	Iteration 141Q: 3 clusters Score -1839042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1839046.625000 Penalty: 912.540283
	Iteration 142Q: 3 clusters Score -1839047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1839052.625000 Penalty: 912.540283
	Iteration 143Q: 3 clusters Score -1839053 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -1839059.250000 Penalty: 912.540283
	Iteration 144Q: 3 clusters Score -1839059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1839069.125000 Penalty: 912.540283
	Iteration 145Q: 3 clusters Score -1839069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1839077.875000 Penalty: 912.540283
	Iteration 146Q: 3 clusters Score -1839078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -1839081.875000 Penalty: 912.540283
	Iteration 147Q: 3 clusters Score -1839082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -1839085.125000 Penalty: 912.540283
	Iteration 148Q: 3 clusters Score -1839085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1839088.375000 Penalty: 912.540283
	Iteration 149Q: 3 clusters Score -1839088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1839091.625000 Penalty: 912.540283
	Iteration 150Q: 3 clusters Score -1839092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1839098.250000 Penalty: 912.540283
	Iteration 151Q: 3 clusters Score -1839098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -1839092.750000 Penalty: 912.540283
	Iteration 152Q: 3 clusters Score -1839093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1839093.125000 Penalty: 912.540283
	Iteration 153Q: 3 clusters Score -1839093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1839093.250000 Penalty: 912.540283
	Iteration 154Q: 3 clusters Score -1839093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -1839093.875000 Penalty: 912.540283
	Iteration 155Q: 3 clusters Score -1839094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1839096.875000 Penalty: 912.540283
	Iteration 156Q: 3 clusters Score -1839097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1839097.500000 Penalty: 912.540283
	Iteration 157Q: 3 clusters Score -1839098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1839104.375000 Penalty: 912.540283
	Iteration 158Q: 3 clusters Score -1839104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1839104.500000 Penalty: 912.540283
	Iteration 159Q: 3 clusters Score -1839104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1839101.875000 Penalty: 912.540283
	Iteration 160F: 3 clusters Score -1839102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -1839107.750000 Penalty: 912.540283
	Iteration 161Q: 3 clusters Score -1839108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1839122.250000 Penalty: 912.540283
	Iteration 162Q: 3 clusters Score -1839122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1839130.875000 Penalty: 912.540283
	Iteration 163Q: 3 clusters Score -1839131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1839130.625000 Penalty: 912.540283
	Iteration 164Q: 3 clusters Score -1839131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1839140.625000 Penalty: 912.540283
	Iteration 165Q: 3 clusters Score -1839141 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1839150.125000 Penalty: 912.540283
	Iteration 166Q: 3 clusters Score -1839150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -1839149.750000 Penalty: 912.540283
	Iteration 167Q: 3 clusters Score -1839150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1839153.375000 Penalty: 912.540283
	Iteration 168Q: 3 clusters Score -1839153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -1839162.500000 Penalty: 912.540283
	Iteration 169Q: 3 clusters Score -1839162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -1839177.125000 Penalty: 912.540283
	Iteration 170Q: 3 clusters Score -1839177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1839175.500000 Penalty: 912.540283
	Iteration 171Q: 3 clusters Score -1839176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -1839185.000000 Penalty: 912.540283
	Iteration 172Q: 3 clusters Score -1839185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -1839195.625000 Penalty: 912.540283
	Iteration 173Q: 3 clusters Score -1839196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1839203.000000 Penalty: 912.540283
	Iteration 174Q: 3 clusters Score -1839203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -1839216.250000 Penalty: 912.540283
	Iteration 175Q: 3 clusters Score -1839216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -1839225.000000 Penalty: 912.540283
	Iteration 176Q: 3 clusters Score -1839225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -1839227.250000 Penalty: 912.540283
	Iteration 177Q: 3 clusters Score -1839227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -1839249.375000 Penalty: 912.540283
	Iteration 178Q: 3 clusters Score -1839249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1839263.250000 Penalty: 912.540283
	Iteration 179Q: 3 clusters Score -1839263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -1839274.000000 Penalty: 912.540283
	Iteration 180F: 3 clusters Score -1839274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -1839283.500000 Penalty: 912.540283
	Iteration 181Q: 3 clusters Score -1839284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -1839291.500000 Penalty: 912.540283
	Iteration 182Q: 3 clusters Score -1839292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -1839294.250000 Penalty: 912.540283
	Iteration 183Q: 3 clusters Score -1839294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1839296.125000 Penalty: 912.540283
	Iteration 184Q: 3 clusters Score -1839296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1839305.000000 Penalty: 912.540283
	Iteration 185Q: 3 clusters Score -1839305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1839308.125000 Penalty: 912.540283
	Iteration 186Q: 3 clusters Score -1839308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1839308.500000 Penalty: 912.540283
	Iteration 187Q: 3 clusters Score -1839308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -1839311.375000 Penalty: 912.540283
	Iteration 188Q: 3 clusters Score -1839311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -1839312.500000 Penalty: 912.540283
	Iteration 189Q: 3 clusters Score -1839312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -1839315.000000 Penalty: 912.540283
	Iteration 190Q: 3 clusters Score -1839315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -1839321.625000 Penalty: 912.540283
	Iteration 191Q: 3 clusters Score -1839322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -1839326.375000 Penalty: 912.540283
	Iteration 192Q: 3 clusters Score -1839326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -1839330.250000 Penalty: 912.540283
	Iteration 193Q: 3 clusters Score -1839330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -1839333.250000 Penalty: 912.540283
	Iteration 194Q: 3 clusters Score -1839333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -1839337.750000 Penalty: 912.540283
	Iteration 195Q: 3 clusters Score -1839338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1839334.750000 Penalty: 912.540283
	Iteration 196Q: 3 clusters Score -1839335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1839337.500000 Penalty: 912.540283
	Iteration 197Q: 3 clusters Score -1839338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -1839337.000000 Penalty: 912.540283
	Iteration 198Q: 3 clusters Score -1839337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -1839334.875000 Penalty: 912.540283
	Iteration 199Q: 3 clusters Score -1839335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -1839345.875000 Penalty: 912.540283
	Iteration 200F: 3 clusters Score -1839346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -1839350.000000 Penalty: 912.540283
	Iteration 201Q: 3 clusters Score -1839350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -1839359.375000 Penalty: 912.540283
	Iteration 202Q: 3 clusters Score -1839359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -1839361.500000 Penalty: 912.540283
	Iteration 203Q: 3 clusters Score -1839362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1839359.750000 Penalty: 912.540283
	Iteration 204Q: 3 clusters Score -1839360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1839359.750000 Penalty: 912.540283
	Iteration 205Q: 3 clusters Score -1839360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1839358.250000 Penalty: 912.540283
	Iteration 206Q: 3 clusters Score -1839358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -1839362.250000 Penalty: 912.540283
	Iteration 207Q: 3 clusters Score -1839362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -1839357.625000 Penalty: 912.540283
	Iteration 208Q: 3 clusters Score -1839358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1839356.500000 Penalty: 912.540283
	Iteration 209Q: 3 clusters Score -1839356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -1839358.125000 Penalty: 912.540283
	Iteration 210Q: 3 clusters Score -1839358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -1839362.875000 Penalty: 912.540283
	Iteration 211Q: 3 clusters Score -1839363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -1839364.000000 Penalty: 912.540283
	Iteration 212Q: 3 clusters Score -1839364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1839365.500000 Penalty: 912.540283
	Iteration 213Q: 3 clusters Score -1839366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1839363.125000 Penalty: 912.540283
	Iteration 214Q: 3 clusters Score -1839363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -1839365.000000 Penalty: 912.540283
	Iteration 215Q: 3 clusters Score -1839365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -1839366.625000 Penalty: 912.540283
	Iteration 216Q: 3 clusters Score -1839367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1839369.125000 Penalty: 912.540283
	Iteration 217Q: 3 clusters Score -1839369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -1839369.000000 Penalty: 912.540283
	Iteration 218Q: 3 clusters Score -1839369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -1839367.750000 Penalty: 912.540283
	Iteration 219Q: 3 clusters Score -1839368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -1839370.750000 Penalty: 912.540283
	Iteration 220F: 3 clusters Score -1839371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -8637.823242 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -8637.823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8441.605469 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -8441.605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8501.583984 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -8501.584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8521.267578 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -8521.268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8530.356445 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -8530.356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8531.929688 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -8531.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8533.772461 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -8533.772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8533.772461 Penalty: 441.534760
	Iteration 6F: 3 clusters Score -8533.772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (19935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Entering Unmasked Estep 
Score: -1608158.125000 Penalty: 450.460571
	Iteration 0F: 2 clusters Score -1608158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1594868.875000 Penalty: 900.921143
	Iteration 0F: 3 clusters Score -1594869 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1600342.250000 Penalty: 900.921143
	Iteration 1F: 3 clusters Score -1600342 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1600631.500000 Penalty: 900.921143
	Iteration 2Q: 3 clusters Score -1600632 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1601041.125000 Penalty: 900.921143
	Iteration 3F: 3 clusters Score -1601041 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1601640.000000 Penalty: 900.921143
	Iteration 4F: 3 clusters Score -1601640 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1602565.000000 Penalty: 900.921143
	Iteration 5F: 3 clusters Score -1602565 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1603918.000000 Penalty: 900.921143
	Iteration 6F: 3 clusters Score -1603918 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1605272.625000 Penalty: 900.921143
	Iteration 7F: 3 clusters Score -1605273 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1606184.375000 Penalty: 900.921143
	Iteration 8Q: 3 clusters Score -1606184 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1606732.500000 Penalty: 900.921143
	Iteration 9Q: 3 clusters Score -1606732 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1607027.375000 Penalty: 900.921143
	Iteration 10Q: 3 clusters Score -1607027 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1607240.125000 Penalty: 900.921143
	Iteration 11Q: 3 clusters Score -1607240 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1607378.625000 Penalty: 900.921143
	Iteration 12Q: 3 clusters Score -1607379 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1607470.625000 Penalty: 900.921143
	Iteration 13Q: 3 clusters Score -1607471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1607556.000000 Penalty: 900.921143
	Iteration 14Q: 3 clusters Score -1607556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1607619.375000 Penalty: 900.921143
	Iteration 15Q: 3 clusters Score -1607619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1607651.500000 Penalty: 900.921143
	Iteration 16Q: 3 clusters Score -1607652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -1607688.875000 Penalty: 900.921143
	Iteration 17Q: 3 clusters Score -1607689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1607714.625000 Penalty: 900.921143
	Iteration 18Q: 3 clusters Score -1607715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -1607725.500000 Penalty: 900.921143
	Iteration 19Q: 3 clusters Score -1607726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1607734.625000 Penalty: 900.921143
	Iteration 20F: 3 clusters Score -1607735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1607735.250000 Penalty: 900.921143
	Iteration 21Q: 3 clusters Score -1607735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -1607743.125000 Penalty: 900.921143
	Iteration 22Q: 3 clusters Score -1607743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1607748.500000 Penalty: 900.921143
	Iteration 23Q: 3 clusters Score -1607748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1607749.500000 Penalty: 900.921143
	Iteration 24Q: 3 clusters Score -1607750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1607749.500000 Penalty: 900.921143
	Iteration 25F: 3 clusters Score -1607750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13927.885742 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13927.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13978.064453 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13978.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13982.014648 Penalty: 484.836731
	Iteration 2Q: 3 clusters Score -13982.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13982.014648 Penalty: 484.836731
	Iteration 3F: 3 clusters Score -13982.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -566157.937500 Penalty: 402.292480
	Iteration 0F: 2 clusters Score -566157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -561554.125000 Penalty: 804.584961
	Iteration 0F: 3 clusters Score -561554.1 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -563180.500000 Penalty: 804.584961
	Iteration 1F: 3 clusters Score -563180.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -563349.187500 Penalty: 804.584961
	Iteration 2F: 3 clusters Score -563349.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -563554.875000 Penalty: 804.584961
	Iteration 3F: 3 clusters Score -563554.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -563909.812500 Penalty: 804.584961
	Iteration 4F: 3 clusters Score -563909.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -564534.687500 Penalty: 804.584961
	Iteration 5F: 3 clusters Score -564534.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -565131.312500 Penalty: 804.584961
	Iteration 6F: 3 clusters Score -565131.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -565426.937500 Penalty: 804.584961
	Iteration 7F: 3 clusters Score -565426.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -565541.750000 Penalty: 804.584961
	Iteration 8Q: 3 clusters Score -565541.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -565578.687500 Penalty: 804.584961
	Iteration 9Q: 3 clusters Score -565578.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -565604.687500 Penalty: 804.584961
	Iteration 10Q: 3 clusters Score -565604.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -565626.875000 Penalty: 804.584961
	Iteration 11Q: 3 clusters Score -565626.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -565638.937500 Penalty: 804.584961
	Iteration 12Q: 3 clusters Score -565638.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -565649.750000 Penalty: 804.584961
	Iteration 13Q: 3 clusters Score -565649.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -565657.937500 Penalty: 804.584961
	Iteration 14Q: 3 clusters Score -565657.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -565661.125000 Penalty: 804.584961
	Iteration 15Q: 3 clusters Score -565661.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -565661.875000 Penalty: 804.584961
	Iteration 16Q: 3 clusters Score -565661.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -565663.750000 Penalty: 804.584961
	Iteration 17Q: 3 clusters Score -565663.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -565667.125000 Penalty: 804.584961
	Iteration 18Q: 3 clusters Score -565667.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -565671.000000 Penalty: 804.584961
	Iteration 19Q: 3 clusters Score -565671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -565667.375000 Penalty: 804.584961
	Iteration 20F: 3 clusters Score -565667.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -565671.437500 Penalty: 804.584961
	Iteration 21Q: 3 clusters Score -565671.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -565673.687500 Penalty: 804.584961
	Iteration 22Q: 3 clusters Score -565673.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -565675.312500 Penalty: 804.584961
	Iteration 23Q: 3 clusters Score -565675.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -565678.937500 Penalty: 804.584961
	Iteration 24Q: 3 clusters Score -565678.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -565682.875000 Penalty: 804.584961
	Iteration 25Q: 3 clusters Score -565682.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -565682.750000 Penalty: 804.584961
	Iteration 26Q: 3 clusters Score -565682.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -565683.187500 Penalty: 804.584961
	Iteration 27Q: 3 clusters Score -565683.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -565689.250000 Penalty: 804.584961
	Iteration 28Q: 3 clusters Score -565689.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -565688.812500 Penalty: 804.584961
	Iteration 29Q: 3 clusters Score -565688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -565687.500000 Penalty: 804.584961
	Iteration 30Q: 3 clusters Score -565687.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -565690.750000 Penalty: 804.584961
	Iteration 31Q: 3 clusters Score -565690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -565689.312500 Penalty: 804.584961
	Iteration 32Q: 3 clusters Score -565689.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -565688.937500 Penalty: 804.584961
	Iteration 33Q: 3 clusters Score -565688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -565690.687500 Penalty: 804.584961
	Iteration 34Q: 3 clusters Score -565690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -565690.187500 Penalty: 804.584961
	Iteration 35Q: 3 clusters Score -565690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -565690.750000 Penalty: 804.584961
	Iteration 36Q: 3 clusters Score -565690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -565691.312500 Penalty: 804.584961
	Iteration 37Q: 3 clusters Score -565691.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -565690.500000 Penalty: 804.584961
	Iteration 38Q: 3 clusters Score -565690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -565690.937500 Penalty: 804.584961
	Iteration 39Q: 3 clusters Score -565690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -565693.062500 Penalty: 804.584961
	Iteration 40F: 3 clusters Score -565693.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -565693.562500 Penalty: 804.584961
	Iteration 41Q: 3 clusters Score -565693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -565693.125000 Penalty: 804.584961
	Iteration 42Q: 3 clusters Score -565693.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -565694.625000 Penalty: 804.584961
	Iteration 43Q: 3 clusters Score -565694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -565694.625000 Penalty: 804.584961
	Iteration 44Q: 3 clusters Score -565694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -565694.250000 Penalty: 804.584961
	Iteration 45Q: 3 clusters Score -565694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -565695.812500 Penalty: 804.584961
	Iteration 46Q: 3 clusters Score -565695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -565694.375000 Penalty: 804.584961
	Iteration 47Q: 3 clusters Score -565694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -565694.875000 Penalty: 804.584961
	Iteration 48Q: 3 clusters Score -565694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -565695.562500 Penalty: 804.584961
	Iteration 49Q: 3 clusters Score -565695.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -565695.562500 Penalty: 804.584961
	Iteration 50Q: 3 clusters Score -565695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -565699.312500 Penalty: 804.584961
	Iteration 51Q: 3 clusters Score -565699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -565700.937500 Penalty: 804.584961
	Iteration 52Q: 3 clusters Score -565700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -565700.375000 Penalty: 804.584961
	Iteration 53Q: 3 clusters Score -565700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -565701.625000 Penalty: 804.584961
	Iteration 54Q: 3 clusters Score -565701.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -565701.687500 Penalty: 804.584961
	Iteration 55Q: 3 clusters Score -565701.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -565702.875000 Penalty: 804.584961
	Iteration 56Q: 3 clusters Score -565702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -565707.250000 Penalty: 804.584961
	Iteration 57Q: 3 clusters Score -565707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -565705.812500 Penalty: 804.584961
	Iteration 58Q: 3 clusters Score -565705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -565706.250000 Penalty: 804.584961
	Iteration 59Q: 3 clusters Score -565706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -565707.500000 Penalty: 804.584961
	Iteration 60F: 3 clusters Score -565707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -565707.125000 Penalty: 804.584961
	Iteration 61Q: 3 clusters Score -565707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -565706.000000 Penalty: 804.584961
	Iteration 62Q: 3 clusters Score -565706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -565707.000000 Penalty: 804.584961
	Iteration 63Q: 3 clusters Score -565707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -565706.437500 Penalty: 804.584961
	Iteration 64Q: 3 clusters Score -565706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -565707.562500 Penalty: 804.584961
	Iteration 65Q: 3 clusters Score -565707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -565707.562500 Penalty: 804.584961
	Iteration 66F: 3 clusters Score -565707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (20469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Entering Unmasked Estep 
Score: -1548218.875000 Penalty: 451.663361
	Iteration 0F: 2 clusters Score -1548219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1534569.000000 Penalty: 903.326721
	Iteration 0F: 3 clusters Score -1534569 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1540195.125000 Penalty: 903.326721
	Iteration 1F: 3 clusters Score -1540195 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1540587.750000 Penalty: 903.326721
	Iteration 2Q: 3 clusters Score -1540588 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1541084.875000 Penalty: 903.326721
	Iteration 3F: 3 clusters Score -1541085 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1541764.375000 Penalty: 903.326721
	Iteration 4F: 3 clusters Score -1541764 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1542752.000000 Penalty: 903.326721
	Iteration 5F: 3 clusters Score -1542752 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1543970.125000 Penalty: 903.326721
	Iteration 6F: 3 clusters Score -1543970 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1545136.875000 Penalty: 903.326721
	Iteration 7F: 3 clusters Score -1545137 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -1545985.000000 Penalty: 903.326721
	Iteration 8Q: 3 clusters Score -1545985 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1546591.125000 Penalty: 903.326721
	Iteration 9Q: 3 clusters Score -1546591 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -1546975.000000 Penalty: 903.326721
	Iteration 10Q: 3 clusters Score -1546975 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1547225.375000 Penalty: 903.326721
	Iteration 11Q: 3 clusters Score -1547225 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -1547404.750000 Penalty: 903.326721
	Iteration 12Q: 3 clusters Score -1547405 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1547542.625000 Penalty: 903.326721
	Iteration 13Q: 3 clusters Score -1547543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1547637.500000 Penalty: 903.326721
	Iteration 14Q: 3 clusters Score -1547638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1547718.125000 Penalty: 903.326721
	Iteration 15Q: 3 clusters Score -1547718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -1547744.875000 Penalty: 903.326721
	Iteration 16Q: 3 clusters Score -1547745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1547765.875000 Penalty: 903.326721
	Iteration 17Q: 3 clusters Score -1547766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -1547781.500000 Penalty: 903.326721
	Iteration 18Q: 3 clusters Score -1547782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1547795.750000 Penalty: 903.326721
	Iteration 19Q: 3 clusters Score -1547796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -1547805.875000 Penalty: 903.326721
	Iteration 20F: 3 clusters Score -1547806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1547811.750000 Penalty: 903.326721
	Iteration 21Q: 3 clusters Score -1547812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1547816.500000 Penalty: 903.326721
	Iteration 22Q: 3 clusters Score -1547816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1547818.625000 Penalty: 903.326721
	Iteration 23Q: 3 clusters Score -1547819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1547820.375000 Penalty: 903.326721
	Iteration 24Q: 3 clusters Score -1547820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1547820.375000 Penalty: 903.326721
	Iteration 25Q: 3 clusters Score -1547820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1547820.875000 Penalty: 903.326721
	Iteration 26Q: 3 clusters Score -1547821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1547822.875000 Penalty: 903.326721
	Iteration 27Q: 3 clusters Score -1547823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1547823.875000 Penalty: 903.326721
	Iteration 28Q: 3 clusters Score -1547824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -1547827.500000 Penalty: 903.326721
	Iteration 29Q: 3 clusters Score -1547828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1547828.875000 Penalty: 903.326721
	Iteration 30Q: 3 clusters Score -1547829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1547830.875000 Penalty: 903.326721
	Iteration 31Q: 3 clusters Score -1547831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1547831.375000 Penalty: 903.326721
	Iteration 32Q: 3 clusters Score -1547831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1547831.375000 Penalty: 903.326721
	Iteration 33F: 3 clusters Score -1547831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12671.320312 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -12671.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12378.346680 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -12378.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12534.947266 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -12534.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12565.127930 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -12565.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12576.031250 Penalty: 494.468689
	Iteration 3Q: 3 clusters Score -12576.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12580.968750 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -12580.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12581.929688 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -12581.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12582.229492 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -12582.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12582.229492 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -12582.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -66479.273438 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -66479.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65772.609375 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -65772.61 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -65973.140625 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -65973.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66021.250000 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -66021.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -66048.812500 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -66048.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66071.382812 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -66071.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -66087.656250 Penalty: 610.989502
	Iteration 5Q: 3 clusters Score -66087.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -66101.132812 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -66101.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -66115.960938 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -66115.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -66128.500000 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -66128.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -66149.750000 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -66149.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -66173.257812 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -66173.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66192.453125 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -66192.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -66210.414062 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -66210.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66222.671875 Penalty: 610.989502
	Iteration 13Q: 3 clusters Score -66222.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66227.507812 Penalty: 610.989502
	Iteration 14Q: 3 clusters Score -66227.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66230.718750 Penalty: 610.989502
	Iteration 15Q: 3 clusters Score -66230.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66231.695312 Penalty: 610.989502
	Iteration 16Q: 3 clusters Score -66231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -66231.695312 Penalty: 610.989502
	Iteration 17F: 3 clusters Score -66231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (35900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Entering Unmasked Estep 
Score: -2877522.750000 Penalty: 477.226440
	Iteration 0F: 2 clusters Score -2877523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2855135.500000 Penalty: 954.452881
	Iteration 0F: 3 clusters Score -2855136 nChanged 17338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2865849.000000 Penalty: 954.452881
	Iteration 1F: 3 clusters Score -2865849 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2866634.500000 Penalty: 954.452881
	Iteration 2Q: 3 clusters Score -2866634 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2867862.750000 Penalty: 954.452881
	Iteration 3F: 3 clusters Score -2867863 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2869654.250000 Penalty: 954.452881
	Iteration 4F: 3 clusters Score -2869654 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2871325.000000 Penalty: 954.452881
	Iteration 5F: 3 clusters Score -2871325 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2872066.000000 Penalty: 954.452881
	Iteration 6Q: 3 clusters Score -2872066 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2872246.250000 Penalty: 954.452881
	Iteration 7Q: 3 clusters Score -2872246 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2872298.500000 Penalty: 954.452881
	Iteration 8Q: 3 clusters Score -2872298 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2872330.500000 Penalty: 954.452881
	Iteration 9Q: 3 clusters Score -2872330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2872360.000000 Penalty: 954.452881
	Iteration 10Q: 3 clusters Score -2872360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2872393.000000 Penalty: 954.452881
	Iteration 11Q: 3 clusters Score -2872393 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2872408.750000 Penalty: 954.452881
	Iteration 12Q: 3 clusters Score -2872409 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2872444.750000 Penalty: 954.452881
	Iteration 13Q: 3 clusters Score -2872445 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2872484.000000 Penalty: 954.452881
	Iteration 14Q: 3 clusters Score -2872484 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2872547.500000 Penalty: 954.452881
	Iteration 15Q: 3 clusters Score -2872548 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2872591.750000 Penalty: 954.452881
	Iteration 16Q: 3 clusters Score -2872592 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2872650.250000 Penalty: 954.452881
	Iteration 17Q: 3 clusters Score -2872650 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2872711.750000 Penalty: 954.452881
	Iteration 18Q: 3 clusters Score -2872712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2872774.000000 Penalty: 954.452881
	Iteration 19Q: 3 clusters Score -2872774 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2872834.250000 Penalty: 954.452881
	Iteration 20F: 3 clusters Score -2872834 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2872888.000000 Penalty: 954.452881
	Iteration 21Q: 3 clusters Score -2872888 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2872973.750000 Penalty: 954.452881
	Iteration 22Q: 3 clusters Score -2872974 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2873035.750000 Penalty: 954.452881
	Iteration 23Q: 3 clusters Score -2873036 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2873106.250000 Penalty: 954.452881
	Iteration 24Q: 3 clusters Score -2873106 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -2873173.500000 Penalty: 954.452881
	Iteration 25Q: 3 clusters Score -2873174 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2873245.750000 Penalty: 954.452881
	Iteration 26Q: 3 clusters Score -2873246 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2873302.750000 Penalty: 954.452881
	Iteration 27Q: 3 clusters Score -2873303 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2873354.750000 Penalty: 954.452881
	Iteration 28Q: 3 clusters Score -2873355 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2873402.500000 Penalty: 954.452881
	Iteration 29Q: 3 clusters Score -2873402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -2873450.500000 Penalty: 954.452881
	Iteration 30Q: 3 clusters Score -2873450 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -2873497.000000 Penalty: 954.452881
	Iteration 31Q: 3 clusters Score -2873497 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2873559.500000 Penalty: 954.452881
	Iteration 32Q: 3 clusters Score -2873560 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -2873602.000000 Penalty: 954.452881
	Iteration 33Q: 3 clusters Score -2873602 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -2873668.750000 Penalty: 954.452881
	Iteration 34Q: 3 clusters Score -2873669 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2873728.500000 Penalty: 954.452881
	Iteration 35Q: 3 clusters Score -2873728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2873784.750000 Penalty: 954.452881
	Iteration 36Q: 3 clusters Score -2873785 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -2873871.000000 Penalty: 954.452881
	Iteration 37Q: 3 clusters Score -2873871 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -2873926.500000 Penalty: 954.452881
	Iteration 38Q: 3 clusters Score -2873926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -2874005.500000 Penalty: 954.452881
	Iteration 39Q: 3 clusters Score -2874006 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -2874084.750000 Penalty: 954.452881
	Iteration 40F: 3 clusters Score -2874085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2874168.250000 Penalty: 954.452881
	Iteration 41Q: 3 clusters Score -2874168 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -2874258.750000 Penalty: 954.452881
	Iteration 42Q: 3 clusters Score -2874259 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -2874319.750000 Penalty: 954.452881
	Iteration 43Q: 3 clusters Score -2874320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -2874366.750000 Penalty: 954.452881
	Iteration 44Q: 3 clusters Score -2874367 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -2874435.500000 Penalty: 954.452881
	Iteration 45Q: 3 clusters Score -2874436 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -2874502.750000 Penalty: 954.452881
	Iteration 46Q: 3 clusters Score -2874503 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2874557.750000 Penalty: 954.452881
	Iteration 47Q: 3 clusters Score -2874558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -2874603.500000 Penalty: 954.452881
	Iteration 48Q: 3 clusters Score -2874604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -2874659.500000 Penalty: 954.452881
	Iteration 49Q: 3 clusters Score -2874660 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -2874689.750000 Penalty: 954.452881
	Iteration 50Q: 3 clusters Score -2874690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -2874738.250000 Penalty: 954.452881
	Iteration 51Q: 3 clusters Score -2874738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -2874808.500000 Penalty: 954.452881
	Iteration 52Q: 3 clusters Score -2874808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -2874894.250000 Penalty: 954.452881
	Iteration 53Q: 3 clusters Score -2874894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -2874950.250000 Penalty: 954.452881
	Iteration 54Q: 3 clusters Score -2874950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -2874994.000000 Penalty: 954.452881
	Iteration 55Q: 3 clusters Score -2874994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -2875045.750000 Penalty: 954.452881
	Iteration 56Q: 3 clusters Score -2875046 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -2875127.500000 Penalty: 954.452881
	Iteration 57Q: 3 clusters Score -2875128 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2875194.500000 Penalty: 954.452881
	Iteration 58Q: 3 clusters Score -2875194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -2875292.000000 Penalty: 954.452881
	Iteration 59Q: 3 clusters Score -2875292 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -2875390.000000 Penalty: 954.452881
	Iteration 60F: 3 clusters Score -2875390 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2875461.500000 Penalty: 954.452881
	Iteration 61Q: 3 clusters Score -2875462 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -2875519.500000 Penalty: 954.452881
	Iteration 62Q: 3 clusters Score -2875520 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -2875600.750000 Penalty: 954.452881
	Iteration 63Q: 3 clusters Score -2875601 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -2875676.000000 Penalty: 954.452881
	Iteration 64Q: 3 clusters Score -2875676 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -2875760.500000 Penalty: 954.452881
	Iteration 65Q: 3 clusters Score -2875760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -2875830.750000 Penalty: 954.452881
	Iteration 66Q: 3 clusters Score -2875831 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -2875887.500000 Penalty: 954.452881
	Iteration 67Q: 3 clusters Score -2875888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -2875990.000000 Penalty: 954.452881
	Iteration 68Q: 3 clusters Score -2875990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -2876100.250000 Penalty: 954.452881
	Iteration 69Q: 3 clusters Score -2876100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -2876202.500000 Penalty: 954.452881
	Iteration 70Q: 3 clusters Score -2876202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -2876287.250000 Penalty: 954.452881
	Iteration 71Q: 3 clusters Score -2876287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -2876355.750000 Penalty: 954.452881
	Iteration 72Q: 3 clusters Score -2876356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -2876432.250000 Penalty: 954.452881
	Iteration 73Q: 3 clusters Score -2876432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -2876513.250000 Penalty: 954.452881
	Iteration 74Q: 3 clusters Score -2876513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -2876587.500000 Penalty: 954.452881
	Iteration 75Q: 3 clusters Score -2876588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -2876628.750000 Penalty: 954.452881
	Iteration 76Q: 3 clusters Score -2876629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -2876687.250000 Penalty: 954.452881
	Iteration 77Q: 3 clusters Score -2876687 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -2876728.000000 Penalty: 954.452881
	Iteration 78Q: 3 clusters Score -2876728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -2876767.500000 Penalty: 954.452881
	Iteration 79Q: 3 clusters Score -2876768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -2876798.000000 Penalty: 954.452881
	Iteration 80F: 3 clusters Score -2876798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -2876829.000000 Penalty: 954.452881
	Iteration 81Q: 3 clusters Score -2876829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -2876861.500000 Penalty: 954.452881
	Iteration 82Q: 3 clusters Score -2876862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -2876901.000000 Penalty: 954.452881
	Iteration 83Q: 3 clusters Score -2876901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -2876923.500000 Penalty: 954.452881
	Iteration 84Q: 3 clusters Score -2876924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -2876946.000000 Penalty: 954.452881
	Iteration 85Q: 3 clusters Score -2876946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -2876957.500000 Penalty: 954.452881
	Iteration 86Q: 3 clusters Score -2876958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -2876975.250000 Penalty: 954.452881
	Iteration 87Q: 3 clusters Score -2876975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -2876984.000000 Penalty: 954.452881
	Iteration 88Q: 3 clusters Score -2876984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -2876992.250000 Penalty: 954.452881
	Iteration 89Q: 3 clusters Score -2876992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -2876994.500000 Penalty: 954.452881
	Iteration 90Q: 3 clusters Score -2876994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -2876995.250000 Penalty: 954.452881
	Iteration 91Q: 3 clusters Score -2876995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -2877004.500000 Penalty: 954.452881
	Iteration 92Q: 3 clusters Score -2877004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -2877026.250000 Penalty: 954.452881
	Iteration 93Q: 3 clusters Score -2877026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -2877038.250000 Penalty: 954.452881
	Iteration 94Q: 3 clusters Score -2877038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -2877045.750000 Penalty: 954.452881
	Iteration 95Q: 3 clusters Score -2877046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -2877055.500000 Penalty: 954.452881
	Iteration 96Q: 3 clusters Score -2877056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -2877057.000000 Penalty: 954.452881
	Iteration 97Q: 3 clusters Score -2877057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -2877060.250000 Penalty: 954.452881
	Iteration 98Q: 3 clusters Score -2877060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -2877063.500000 Penalty: 954.452881
	Iteration 99Q: 3 clusters Score -2877064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -2877066.000000 Penalty: 954.452881
	Iteration 100F: 3 clusters Score -2877066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -2877062.750000 Penalty: 954.452881
	Iteration 101Q: 3 clusters Score -2877063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -2877064.750000 Penalty: 954.452881
	Iteration 102Q: 3 clusters Score -2877065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -2877071.750000 Penalty: 954.452881
	Iteration 103Q: 3 clusters Score -2877072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -2877081.000000 Penalty: 954.452881
	Iteration 104Q: 3 clusters Score -2877081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -2877085.500000 Penalty: 954.452881
	Iteration 105Q: 3 clusters Score -2877086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -2877092.000000 Penalty: 954.452881
	Iteration 106Q: 3 clusters Score -2877092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -2877106.250000 Penalty: 954.452881
	Iteration 107Q: 3 clusters Score -2877106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -2877110.250000 Penalty: 954.452881
	Iteration 108Q: 3 clusters Score -2877110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -2877111.250000 Penalty: 954.452881
	Iteration 109Q: 3 clusters Score -2877111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -2877114.500000 Penalty: 954.452881
	Iteration 110Q: 3 clusters Score -2877114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2877116.250000 Penalty: 954.452881
	Iteration 111Q: 3 clusters Score -2877116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -2877120.500000 Penalty: 954.452881
	Iteration 112Q: 3 clusters Score -2877120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -2877125.500000 Penalty: 954.452881
	Iteration 113Q: 3 clusters Score -2877126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -2877124.500000 Penalty: 954.452881
	Iteration 114Q: 3 clusters Score -2877124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -2877132.750000 Penalty: 954.452881
	Iteration 115Q: 3 clusters Score -2877133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -2877135.750000 Penalty: 954.452881
	Iteration 116Q: 3 clusters Score -2877136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -2877141.500000 Penalty: 954.452881
	Iteration 117Q: 3 clusters Score -2877142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -2877139.750000 Penalty: 954.452881
	Iteration 118Q: 3 clusters Score -2877140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -2877144.000000 Penalty: 954.452881
	Iteration 119Q: 3 clusters Score -2877144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -2877146.500000 Penalty: 954.452881
	Iteration 120F: 3 clusters Score -2877146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -2877148.250000 Penalty: 954.452881
	Iteration 121Q: 3 clusters Score -2877148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -2877148.500000 Penalty: 954.452881
	Iteration 122Q: 3 clusters Score -2877148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -2877150.000000 Penalty: 954.452881
	Iteration 123Q: 3 clusters Score -2877150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -2877149.500000 Penalty: 954.452881
	Iteration 124Q: 3 clusters Score -2877150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -2877150.250000 Penalty: 954.452881
	Iteration 125Q: 3 clusters Score -2877150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -2877150.250000 Penalty: 954.452881
	Iteration 126F: 3 clusters Score -2877150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (22786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Entering Unmasked Estep 
Score: -1853755.500000 Penalty: 456.542511
	Iteration 0F: 2 clusters Score -1853756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1838977.875000 Penalty: 913.085022
	Iteration 0F: 3 clusters Score -1838978 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1845638.750000 Penalty: 913.085022
	Iteration 1F: 3 clusters Score -1845639 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1846611.000000 Penalty: 913.085022
	Iteration 2F: 3 clusters Score -1846611 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1848277.625000 Penalty: 913.085022
	Iteration 3F: 3 clusters Score -1848278 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -1850483.000000 Penalty: 913.085022
	Iteration 4F: 3 clusters Score -1850483 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -1852279.750000 Penalty: 913.085022
	Iteration 5F: 3 clusters Score -1852280 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -1853047.125000 Penalty: 913.085022
	Iteration 6Q: 3 clusters Score -1853047 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -1853275.375000 Penalty: 913.085022
	Iteration 7Q: 3 clusters Score -1853275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -1853329.125000 Penalty: 913.085022
	Iteration 8Q: 3 clusters Score -1853329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -1853330.125000 Penalty: 913.085022
	Iteration 9Q: 3 clusters Score -1853330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1853333.250000 Penalty: 913.085022
	Iteration 10Q: 3 clusters Score -1853333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1853333.250000 Penalty: 913.085022
	Iteration 11F: 3 clusters Score -1853333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -57490.441406 Penalty: 300.664032
	Iteration 0F: 2 clusters Score -57490.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56840.835938 Penalty: 601.328064
	Iteration 0F: 3 clusters Score -56840.84 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56999.363281 Penalty: 601.328064
	Iteration 1F: 3 clusters Score -56999.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57041.921875 Penalty: 601.328064
	Iteration 2F: 3 clusters Score -57041.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57062.617188 Penalty: 601.328064
	Iteration 3Q: 3 clusters Score -57062.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57079.886719 Penalty: 601.328064
	Iteration 4Q: 3 clusters Score -57079.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57097.285156 Penalty: 601.328064
	Iteration 5Q: 3 clusters Score -57097.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57109.531250 Penalty: 601.328064
	Iteration 6Q: 3 clusters Score -57109.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57112.160156 Penalty: 601.328064
	Iteration 7Q: 3 clusters Score -57112.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57113.179688 Penalty: 601.328064
	Iteration 8Q: 3 clusters Score -57113.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57114.683594 Penalty: 601.328064
	Iteration 9Q: 3 clusters Score -57114.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57117.132812 Penalty: 601.328064
	Iteration 10Q: 3 clusters Score -57117.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57118.457031 Penalty: 601.328064
	Iteration 11Q: 3 clusters Score -57118.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57119.707031 Penalty: 601.328064
	Iteration 12Q: 3 clusters Score -57119.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57120.140625 Penalty: 601.328064
	Iteration 13Q: 3 clusters Score -57120.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57120.566406 Penalty: 601.328064
	Iteration 14Q: 3 clusters Score -57120.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57120.566406 Penalty: 601.328064
	Iteration 15F: 3 clusters Score -57120.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -130651.328125 Penalty: 336.728241
	Iteration 0F: 2 clusters Score -130651.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -129417.843750 Penalty: 673.456482
	Iteration 0F: 3 clusters Score -129417.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -129820.015625 Penalty: 673.456482
	Iteration 1F: 3 clusters Score -129820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -129906.507812 Penalty: 673.456482
	Iteration 2F: 3 clusters Score -129906.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129998.296875 Penalty: 673.456482
	Iteration 3F: 3 clusters Score -129998.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130119.718750 Penalty: 673.456482
	Iteration 4F: 3 clusters Score -130119.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -130207.750000 Penalty: 673.456482
	Iteration 5F: 3 clusters Score -130207.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -130290.375000 Penalty: 673.456482
	Iteration 6F: 3 clusters Score -130290.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -130360.632812 Penalty: 673.456482
	Iteration 7Q: 3 clusters Score -130360.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -130418.968750 Penalty: 673.456482
	Iteration 8Q: 3 clusters Score -130419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130457.312500 Penalty: 673.456482
	Iteration 9Q: 3 clusters Score -130457.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -130470.804688 Penalty: 673.456482
	Iteration 10Q: 3 clusters Score -130470.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -130480.968750 Penalty: 673.456482
	Iteration 11Q: 3 clusters Score -130481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -130487.859375 Penalty: 673.456482
	Iteration 12Q: 3 clusters Score -130487.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -130496.593750 Penalty: 673.456482
	Iteration 13Q: 3 clusters Score -130496.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -130503.281250 Penalty: 673.456482
	Iteration 14Q: 3 clusters Score -130503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -130507.500000 Penalty: 673.456482
	Iteration 15Q: 3 clusters Score -130507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -130510.445312 Penalty: 673.456482
	Iteration 16Q: 3 clusters Score -130510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -130511.640625 Penalty: 673.456482
	Iteration 17Q: 3 clusters Score -130511.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -130512.828125 Penalty: 673.456482
	Iteration 18Q: 3 clusters Score -130512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -130513.367188 Penalty: 673.456482
	Iteration 19Q: 3 clusters Score -130513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -130514.289062 Penalty: 673.456482
	Iteration 20F: 3 clusters Score -130514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -130514.851562 Penalty: 673.456482
	Iteration 21Q: 3 clusters Score -130514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -130515.148438 Penalty: 673.456482
	Iteration 22Q: 3 clusters Score -130515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -130515.148438 Penalty: 673.456482
	Iteration 23F: 3 clusters Score -130515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (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: -104773.687500 Penalty: 327.957642
	Iteration 0F: 2 clusters Score -104773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -103769.648438 Penalty: 655.915283
	Iteration 0F: 3 clusters Score -103769.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -104029.468750 Penalty: 655.915283
	Iteration 1F: 3 clusters Score -104029.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -104076.187500 Penalty: 655.915283
	Iteration 2F: 3 clusters Score -104076.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104117.453125 Penalty: 655.915283
	Iteration 3F: 3 clusters Score -104117.5 nChanged 75
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: -104158.726562 Penalty: 655.915283
	Iteration 4F: 3 clusters Score -104158.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104183.500000 Penalty: 655.915283
	Iteration 5Q: 3 clusters Score -104183.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104203.625000 Penalty: 655.915283
	Iteration 6Q: 3 clusters Score -104203.6 nChanged 35
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: -104218.296875 Penalty: 655.915283
	Iteration 7Q: 3 clusters Score -104218.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104234.140625 Penalty: 655.915283
	Iteration 8Q: 3 clusters Score -104234.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104254.851562 Penalty: 655.915283
	Iteration 9Q: 3 clusters Score -104254.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104277.023438 Penalty: 655.915283
	Iteration 10Q: 3 clusters Score -104277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -104305.414062 Penalty: 655.915283
	Iteration 11Q: 3 clusters Score -104305.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104340.242188 Penalty: 655.915283
	Iteration 12Q: 3 clusters Score -104340.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104379.953125 Penalty: 655.915283
	Iteration 13Q: 3 clusters Score -104380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104411.164062 Penalty: 655.915283
	Iteration 14Q: 3 clusters Score -104411.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104430.757812 Penalty: 655.915283
	Iteration 15Q: 3 clusters Score -104430.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104439.203125 Penalty: 655.915283
	Iteration 16Q: 3 clusters Score -104439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104443.804688 Penalty: 655.915283
	Iteration 17Q: 3 clusters Score -104443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104445.929688 Penalty: 655.915283
	Iteration 18Q: 3 clusters Score -104445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104447.210938 Penalty: 655.915283
	Iteration 19Q: 3 clusters Score -104447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104447.937500 Penalty: 655.915283
	Iteration 20F: 3 clusters Score -104447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104448.250000 Penalty: 655.915283
	Iteration 21Q: 3 clusters Score -104448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104448.500000 Penalty: 655.915283
	Iteration 22Q: 3 clusters Score -104448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104448.562500 Penalty: 655.915283
	Iteration 23Q: 3 clusters Score -104448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104448.718750 Penalty: 655.915283
	Iteration 24Q: 3 clusters Score -104448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104448.718750 Penalty: 655.915283
	Iteration 25F: 3 clusters Score -104448.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -15037.593750 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -15037.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14729.526367 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -14729.53 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14856.238281 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -14856.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14881.733398 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -14881.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14892.309570 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -14892.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14895.230469 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -14895.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14895.230469 Penalty: 496.822296
	Iteration 5F: 3 clusters Score -14895.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (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: -887492.562500 Penalty: 422.521637
	Iteration 0F: 2 clusters Score -887492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -880331.687500 Penalty: 845.043274
	Iteration 0F: 3 clusters Score -880331.7 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -883160.500000 Penalty: 845.043274
	Iteration 1F: 3 clusters Score -883160.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -883466.625000 Penalty: 845.043274
	Iteration 2F: 3 clusters Score -883466.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -883909.750000 Penalty: 845.043274
	Iteration 3F: 3 clusters Score -883909.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -884575.312500 Penalty: 845.043274
	Iteration 4F: 3 clusters Score -884575.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -885370.375000 Penalty: 845.043274
	Iteration 5F: 3 clusters Score -885370.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -885934.875000 Penalty: 845.043274
	Iteration 6F: 3 clusters Score -885934.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -886253.937500 Penalty: 845.043274
	Iteration 7Q: 3 clusters Score -886253.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -886423.562500 Penalty: 845.043274
	Iteration 8Q: 3 clusters Score -886423.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -886530.500000 Penalty: 845.043274
	Iteration 9Q: 3 clusters Score -886530.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -886618.250000 Penalty: 845.043274
	Iteration 10Q: 3 clusters Score -886618.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -886693.875000 Penalty: 845.043274
	Iteration 11Q: 3 clusters Score -886693.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -886745.187500 Penalty: 845.043274
	Iteration 12Q: 3 clusters Score -886745.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -886804.875000 Penalty: 845.043274
	Iteration 13Q: 3 clusters Score -886804.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -886847.000000 Penalty: 845.043274
	Iteration 14Q: 3 clusters Score -886847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -886860.437500 Penalty: 845.043274
	Iteration 15Q: 3 clusters Score -886860.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -886888.875000 Penalty: 845.043274
	Iteration 16Q: 3 clusters Score -886888.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -886928.687500 Penalty: 845.043274
	Iteration 17Q: 3 clusters Score -886928.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -886971.375000 Penalty: 845.043274
	Iteration 18Q: 3 clusters Score -886971.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -886999.687500 Penalty: 845.043274
	Iteration 19Q: 3 clusters Score -886999.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -887017.750000 Penalty: 845.043274
	Iteration 20F: 3 clusters Score -887017.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -887035.250000 Penalty: 845.043274
	Iteration 21Q: 3 clusters Score -887035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -887044.625000 Penalty: 845.043274
	Iteration 22Q: 3 clusters Score -887044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -887059.812500 Penalty: 845.043274
	Iteration 23Q: 3 clusters Score -887059.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -887064.062500 Penalty: 845.043274
	Iteration 24Q: 3 clusters Score -887064.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -887073.187500 Penalty: 845.043274
	Iteration 25Q: 3 clusters Score -887073.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -887069.750000 Penalty: 845.043274
	Iteration 26Q: 3 clusters Score -887069.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -887075.687500 Penalty: 845.043274
	Iteration 27Q: 3 clusters Score -887075.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -887073.687500 Penalty: 845.043274
	Iteration 28Q: 3 clusters Score -887073.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -887080.250000 Penalty: 845.043274
	Iteration 29Q: 3 clusters Score -887080.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -887079.750000 Penalty: 845.043274
	Iteration 30Q: 3 clusters Score -887079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -887080.875000 Penalty: 845.043274
	Iteration 31Q: 3 clusters Score -887080.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -887082.375000 Penalty: 845.043274
	Iteration 32Q: 3 clusters Score -887082.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -887085.500000 Penalty: 845.043274
	Iteration 33Q: 3 clusters Score -887085.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -887094.375000 Penalty: 845.043274
	Iteration 34Q: 3 clusters Score -887094.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -887093.375000 Penalty: 845.043274
	Iteration 35Q: 3 clusters Score -887093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -887093.875000 Penalty: 845.043274
	Iteration 36Q: 3 clusters Score -887093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -887092.687500 Penalty: 845.043274
	Iteration 37Q: 3 clusters Score -887092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -887092.875000 Penalty: 845.043274
	Iteration 38Q: 3 clusters Score -887092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -887091.312500 Penalty: 845.043274
	Iteration 39Q: 3 clusters Score -887091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -887090.562500 Penalty: 845.043274
	Iteration 40F: 3 clusters Score -887090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -887091.937500 Penalty: 845.043274
	Iteration 41Q: 3 clusters Score -887091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -887093.375000 Penalty: 845.043274
	Iteration 42Q: 3 clusters Score -887093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -887093.375000 Penalty: 845.043274
	Iteration 43Q: 3 clusters Score -887093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -887094.937500 Penalty: 845.043274
	Iteration 44Q: 3 clusters Score -887094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -887094.125000 Penalty: 845.043274
	Iteration 45Q: 3 clusters Score -887094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -887093.875000 Penalty: 845.043274
	Iteration 46Q: 3 clusters Score -887093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -887094.562500 Penalty: 845.043274
	Iteration 47Q: 3 clusters Score -887094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -887092.500000 Penalty: 845.043274
	Iteration 48Q: 3 clusters Score -887092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -887091.937500 Penalty: 845.043274
	Iteration 49Q: 3 clusters Score -887091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -887094.312500 Penalty: 845.043274
	Iteration 50Q: 3 clusters Score -887094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -887095.000000 Penalty: 845.043274
	Iteration 51Q: 3 clusters Score -887095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -887093.187500 Penalty: 845.043274
	Iteration 52Q: 3 clusters Score -887093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -887092.937500 Penalty: 845.043274
	Iteration 53Q: 3 clusters Score -887092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -887095.687500 Penalty: 845.043274
	Iteration 54Q: 3 clusters Score -887095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -887092.937500 Penalty: 845.043274
	Iteration 55Q: 3 clusters Score -887092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -887094.375000 Penalty: 845.043274
	Iteration 56Q: 3 clusters Score -887094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -887095.125000 Penalty: 845.043274
	Iteration 57Q: 3 clusters Score -887095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -887096.125000 Penalty: 845.043274
	Iteration 58Q: 3 clusters Score -887096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -887094.437500 Penalty: 845.043274
	Iteration 59Q: 3 clusters Score -887094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -887093.625000 Penalty: 845.043274
	Iteration 60F: 3 clusters Score -887093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -887094.312500 Penalty: 845.043274
	Iteration 61Q: 3 clusters Score -887094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -887093.187500 Penalty: 845.043274
	Iteration 62Q: 3 clusters Score -887093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -887090.375000 Penalty: 845.043274
	Iteration 63Q: 3 clusters Score -887090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -887083.812500 Penalty: 845.043274
	Iteration 64Q: 3 clusters Score -887083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -887080.750000 Penalty: 845.043274
	Iteration 65Q: 3 clusters Score -887080.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -887079.250000 Penalty: 845.043274
	Iteration 66Q: 3 clusters Score -887079.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -887061.062500 Penalty: 845.043274
	Iteration 67Q: 3 clusters Score -887061.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -887058.312500 Penalty: 845.043274
	Iteration 68Q: 3 clusters Score -887058.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -887064.875000 Penalty: 845.043274
	Iteration 69Q: 3 clusters Score -887064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -887061.937500 Penalty: 845.043274
	Iteration 70Q: 3 clusters Score -887061.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -887065.250000 Penalty: 845.043274
	Iteration 71Q: 3 clusters Score -887065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -887077.687500 Penalty: 845.043274
	Iteration 72Q: 3 clusters Score -887077.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -887091.187500 Penalty: 845.043274
	Iteration 73Q: 3 clusters Score -887091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -887093.562500 Penalty: 845.043274
	Iteration 74Q: 3 clusters Score -887093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -887089.125000 Penalty: 845.043274
	Iteration 75Q: 3 clusters Score -887089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -887092.437500 Penalty: 845.043274
	Iteration 76Q: 3 clusters Score -887092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -887093.812500 Penalty: 845.043274
	Iteration 77Q: 3 clusters Score -887093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -887092.750000 Penalty: 845.043274
	Iteration 78Q: 3 clusters Score -887092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -887093.187500 Penalty: 845.043274
	Iteration 79Q: 3 clusters Score -887093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -887096.937500 Penalty: 845.043274
	Iteration 80F: 3 clusters Score -887096.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -887095.812500 Penalty: 845.043274
	Iteration 81Q: 3 clusters Score -887095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -887097.562500 Penalty: 845.043274
	Iteration 82Q: 3 clusters Score -887097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -887096.312500 Penalty: 845.043274
	Iteration 83Q: 3 clusters Score -887096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -887096.312500 Penalty: 845.043274
	Iteration 84F: 3 clusters Score -887096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (25479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Entering Unmasked Estep 
Score: -2054510.750000 Penalty: 461.625244
	Iteration 0F: 2 clusters Score -2054511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2038166.250000 Penalty: 923.250488
	Iteration 0F: 3 clusters Score -2038166 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2045058.500000 Penalty: 923.250488
	Iteration 1F: 3 clusters Score -2045058 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2045590.750000 Penalty: 923.250488
	Iteration 2F: 3 clusters Score -2045591 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2046410.125000 Penalty: 923.250488
	Iteration 3Q: 3 clusters Score -2046410 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2047693.125000 Penalty: 923.250488
	Iteration 4F: 3 clusters Score -2047693 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2049499.750000 Penalty: 923.250488
	Iteration 5F: 3 clusters Score -2049500 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2051338.875000 Penalty: 923.250488
	Iteration 6F: 3 clusters Score -2051339 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2052511.125000 Penalty: 923.250488
	Iteration 7F: 3 clusters Score -2052511 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2053063.500000 Penalty: 923.250488
	Iteration 8Q: 3 clusters Score -2053064 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2053389.250000 Penalty: 923.250488
	Iteration 9Q: 3 clusters Score -2053389 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2053647.000000 Penalty: 923.250488
	Iteration 10Q: 3 clusters Score -2053647 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2053812.625000 Penalty: 923.250488
	Iteration 11Q: 3 clusters Score -2053813 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2053941.750000 Penalty: 923.250488
	Iteration 12Q: 3 clusters Score -2053942 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2054086.375000 Penalty: 923.250488
	Iteration 13Q: 3 clusters Score -2054086 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2054175.875000 Penalty: 923.250488
	Iteration 14Q: 3 clusters Score -2054176 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2054228.000000 Penalty: 923.250488
	Iteration 15Q: 3 clusters Score -2054228 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2054282.625000 Penalty: 923.250488
	Iteration 16Q: 3 clusters Score -2054283 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2054355.375000 Penalty: 923.250488
	Iteration 17Q: 3 clusters Score -2054355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2054399.000000 Penalty: 923.250488
	Iteration 18Q: 3 clusters Score -2054399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2054447.125000 Penalty: 923.250488
	Iteration 19Q: 3 clusters Score -2054447 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2054459.125000 Penalty: 923.250488
	Iteration 20F: 3 clusters Score -2054459 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2054487.000000 Penalty: 923.250488
	Iteration 21Q: 3 clusters Score -2054487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2054503.500000 Penalty: 923.250488
	Iteration 22Q: 3 clusters Score -2054504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2054510.500000 Penalty: 923.250488
	Iteration 23Q: 3 clusters Score -2054510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2054517.750000 Penalty: 923.250488
	Iteration 24Q: 3 clusters Score -2054518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2054520.875000 Penalty: 923.250488
	Iteration 25Q: 3 clusters Score -2054521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2054522.250000 Penalty: 923.250488
	Iteration 26Q: 3 clusters Score -2054522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2054528.625000 Penalty: 923.250488
	Iteration 27Q: 3 clusters Score -2054529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2054529.250000 Penalty: 923.250488
	Iteration 28Q: 3 clusters Score -2054529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2054532.625000 Penalty: 923.250488
	Iteration 29Q: 3 clusters Score -2054533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2054532.000000 Penalty: 923.250488
	Iteration 30Q: 3 clusters Score -2054532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2054533.000000 Penalty: 923.250488
	Iteration 31Q: 3 clusters Score -2054533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2054534.875000 Penalty: 923.250488
	Iteration 32Q: 3 clusters Score -2054535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2054542.500000 Penalty: 923.250488
	Iteration 33Q: 3 clusters Score -2054542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2054552.500000 Penalty: 923.250488
	Iteration 34Q: 3 clusters Score -2054552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2054553.125000 Penalty: 923.250488
	Iteration 35Q: 3 clusters Score -2054553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2054553.625000 Penalty: 923.250488
	Iteration 36Q: 3 clusters Score -2054554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2054560.250000 Penalty: 923.250488
	Iteration 37Q: 3 clusters Score -2054560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2054565.125000 Penalty: 923.250488
	Iteration 38Q: 3 clusters Score -2054565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2054568.625000 Penalty: 923.250488
	Iteration 39Q: 3 clusters Score -2054569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2054570.125000 Penalty: 923.250488
	Iteration 40F: 3 clusters Score -2054570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2054569.500000 Penalty: 923.250488
	Iteration 41Q: 3 clusters Score -2054570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2054569.125000 Penalty: 923.250488
	Iteration 42Q: 3 clusters Score -2054569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2054571.125000 Penalty: 923.250488
	Iteration 43Q: 3 clusters Score -2054571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2054572.500000 Penalty: 923.250488
	Iteration 44Q: 3 clusters Score -2054572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2054571.625000 Penalty: 923.250488
	Iteration 45Q: 3 clusters Score -2054572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2054573.750000 Penalty: 923.250488
	Iteration 46Q: 3 clusters Score -2054574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2054578.375000 Penalty: 923.250488
	Iteration 47Q: 3 clusters Score -2054578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2054580.625000 Penalty: 923.250488
	Iteration 48Q: 3 clusters Score -2054581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2054586.375000 Penalty: 923.250488
	Iteration 49Q: 3 clusters Score -2054586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2054589.500000 Penalty: 923.250488
	Iteration 50Q: 3 clusters Score -2054590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2054588.500000 Penalty: 923.250488
	Iteration 51Q: 3 clusters Score -2054588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2054590.125000 Penalty: 923.250488
	Iteration 52Q: 3 clusters Score -2054590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2054592.625000 Penalty: 923.250488
	Iteration 53Q: 3 clusters Score -2054593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2054591.250000 Penalty: 923.250488
	Iteration 54Q: 3 clusters Score -2054591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2054594.000000 Penalty: 923.250488
	Iteration 55Q: 3 clusters Score -2054594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2054594.375000 Penalty: 923.250488
	Iteration 56Q: 3 clusters Score -2054594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2054596.625000 Penalty: 923.250488
	Iteration 57Q: 3 clusters Score -2054597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2054599.375000 Penalty: 923.250488
	Iteration 58Q: 3 clusters Score -2054599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2054598.500000 Penalty: 923.250488
	Iteration 59Q: 3 clusters Score -2054598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2054599.625000 Penalty: 923.250488
	Iteration 60F: 3 clusters Score -2054600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2054600.375000 Penalty: 923.250488
	Iteration 61Q: 3 clusters Score -2054600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2054602.375000 Penalty: 923.250488
	Iteration 62Q: 3 clusters Score -2054602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2054605.000000 Penalty: 923.250488
	Iteration 63Q: 3 clusters Score -2054605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2054605.250000 Penalty: 923.250488
	Iteration 64Q: 3 clusters Score -2054605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2054603.125000 Penalty: 923.250488
	Iteration 65Q: 3 clusters Score -2054603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2054606.125000 Penalty: 923.250488
	Iteration 66Q: 3 clusters Score -2054606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2054608.625000 Penalty: 923.250488
	Iteration 67Q: 3 clusters Score -2054609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2054606.625000 Penalty: 923.250488
	Iteration 68Q: 3 clusters Score -2054607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2054612.625000 Penalty: 923.250488
	Iteration 69Q: 3 clusters Score -2054613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2054617.375000 Penalty: 923.250488
	Iteration 70Q: 3 clusters Score -2054617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2054622.625000 Penalty: 923.250488
	Iteration 71Q: 3 clusters Score -2054623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2054624.750000 Penalty: 923.250488
	Iteration 72Q: 3 clusters Score -2054625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2054628.500000 Penalty: 923.250488
	Iteration 73Q: 3 clusters Score -2054628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2054627.750000 Penalty: 923.250488
	Iteration 74Q: 3 clusters Score -2054628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2054636.625000 Penalty: 923.250488
	Iteration 75Q: 3 clusters Score -2054637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2054642.875000 Penalty: 923.250488
	Iteration 76Q: 3 clusters Score -2054643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2054647.375000 Penalty: 923.250488
	Iteration 77Q: 3 clusters Score -2054647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2054654.875000 Penalty: 923.250488
	Iteration 78Q: 3 clusters Score -2054655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2054656.750000 Penalty: 923.250488
	Iteration 79Q: 3 clusters Score -2054657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2054665.750000 Penalty: 923.250488
	Iteration 80F: 3 clusters Score -2054666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2054668.875000 Penalty: 923.250488
	Iteration 81Q: 3 clusters Score -2054669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2054672.125000 Penalty: 923.250488
	Iteration 82Q: 3 clusters Score -2054672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2054672.625000 Penalty: 923.250488
	Iteration 83Q: 3 clusters Score -2054673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2054674.250000 Penalty: 923.250488
	Iteration 84Q: 3 clusters Score -2054674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2054675.750000 Penalty: 923.250488
	Iteration 85Q: 3 clusters Score -2054676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2054675.125000 Penalty: 923.250488
	Iteration 86Q: 3 clusters Score -2054675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2054675.000000 Penalty: 923.250488
	Iteration 87Q: 3 clusters Score -2054675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2054674.125000 Penalty: 923.250488
	Iteration 88Q: 3 clusters Score -2054674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2054675.375000 Penalty: 923.250488
	Iteration 89Q: 3 clusters Score -2054675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2054675.375000 Penalty: 923.250488
	Iteration 90F: 3 clusters Score -2054675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 96 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 19580 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 33928 members 
Mstep: Class 76 contains 22272 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 189 members 
Mstep: Class 79 contains 5899 members 
Entering Unmasked Estep 
Score: -42167632.000000 Penalty: 47552.976562
Splitting cluster 71 changes total score from -42165344.000000 to -42167632.000000
So it's getting split into cluster 79.
Entering ConstructFrom: 
Trying to split cluster 72 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -5646.971191 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -5646.971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5492.952637 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -5492.953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5606.502441 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -5606.502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5623.539551 Penalty: 437.908783
	Iteration 2Q: 3 clusters Score -5623.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5625.074219 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -5625.074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5625.074219 Penalty: 437.908783
	Iteration 4F: 3 clusters Score -5625.074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -660789.500000 Penalty: 409.246155
	Iteration 0F: 2 clusters Score -660789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -655386.375000 Penalty: 818.492310
	Iteration 0F: 3 clusters Score -655386.4 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -657528.312500 Penalty: 818.492310
	Iteration 1F: 3 clusters Score -657528.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -657716.875000 Penalty: 818.492310
	Iteration 2F: 3 clusters Score -657716.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -657934.937500 Penalty: 818.492310
	Iteration 3F: 3 clusters Score -657934.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -658271.500000 Penalty: 818.492310
	Iteration 4F: 3 clusters Score -658271.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -658766.062500 Penalty: 818.492310
	Iteration 5F: 3 clusters Score -658766.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -659394.812500 Penalty: 818.492310
	Iteration 6F: 3 clusters Score -659394.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -659967.062500 Penalty: 818.492310
	Iteration 7F: 3 clusters Score -659967.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -660278.250000 Penalty: 818.492310
	Iteration 8Q: 3 clusters Score -660278.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -660376.500000 Penalty: 818.492310
	Iteration 9Q: 3 clusters Score -660376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -660403.375000 Penalty: 818.492310
	Iteration 10Q: 3 clusters Score -660403.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -660417.437500 Penalty: 818.492310
	Iteration 11Q: 3 clusters Score -660417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -660421.437500 Penalty: 818.492310
	Iteration 12Q: 3 clusters Score -660421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -660421.437500 Penalty: 818.492310
	Iteration 13F: 3 clusters Score -660421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -15225.589844 Penalty: 246.835236
	Iteration 0F: 2 clusters Score -15225.59 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 97 members 
Entering Unmasked Estep 
Score: -14944.674805 Penalty: 493.670471
	Iteration 0F: 3 clusters Score -14944.67 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15017.962891 Penalty: 493.670471
	Iteration 1F: 3 clusters Score -15017.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15038.840820 Penalty: 493.670471
	Iteration 2Q: 3 clusters Score -15038.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15044.401367 Penalty: 493.670471
	Iteration 3Q: 3 clusters Score -15044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15052.490234 Penalty: 493.670471
	Iteration 4Q: 3 clusters Score -15052.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15070.184570 Penalty: 493.670471
	Iteration 5Q: 3 clusters Score -15070.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15078.522461 Penalty: 493.670471
	Iteration 6Q: 3 clusters Score -15078.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15078.522461 Penalty: 493.670471
	Iteration 7F: 3 clusters Score -15078.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (33928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Entering Unmasked Estep 
Score: -2744303.250000 Penalty: 474.655823
	Iteration 0F: 2 clusters Score -2744303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2723974.250000 Penalty: 949.311646
	Iteration 0F: 3 clusters Score -2723974 nChanged 16235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2734249.250000 Penalty: 949.311646
	Iteration 1F: 3 clusters Score -2734249 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2735308.500000 Penalty: 949.311646
	Iteration 2F: 3 clusters Score -2735308 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2736748.750000 Penalty: 949.311646
	Iteration 3F: 3 clusters Score -2736749 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2738492.500000 Penalty: 949.311646
	Iteration 4F: 3 clusters Score -2738492 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2740436.250000 Penalty: 949.311646
	Iteration 5F: 3 clusters Score -2740436 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2742009.250000 Penalty: 949.311646
	Iteration 6F: 3 clusters Score -2742009 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2742873.250000 Penalty: 949.311646
	Iteration 7Q: 3 clusters Score -2742873 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2743569.250000 Penalty: 949.311646
	Iteration 8Q: 3 clusters Score -2743569 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2744080.750000 Penalty: 949.311646
	Iteration 9Q: 3 clusters Score -2744081 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2744492.250000 Penalty: 949.311646
	Iteration 10Q: 3 clusters Score -2744492 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2744750.500000 Penalty: 949.311646
	Iteration 11Q: 3 clusters Score -2744750 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2744908.500000 Penalty: 949.311646
	Iteration 12Q: 3 clusters Score -2744908 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2745008.250000 Penalty: 949.311646
	Iteration 13Q: 3 clusters Score -2745008 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2745092.750000 Penalty: 949.311646
	Iteration 14Q: 3 clusters Score -2745093 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2745166.750000 Penalty: 949.311646
	Iteration 15Q: 3 clusters Score -2745167 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2745211.000000 Penalty: 949.311646
	Iteration 16Q: 3 clusters Score -2745211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2745241.500000 Penalty: 949.311646
	Iteration 17Q: 3 clusters Score -2745242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2745263.750000 Penalty: 949.311646
	Iteration 18Q: 3 clusters Score -2745264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2745265.500000 Penalty: 949.311646
	Iteration 19Q: 3 clusters Score -2745266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2745285.000000 Penalty: 949.311646
	Iteration 20F: 3 clusters Score -2745285 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2745308.750000 Penalty: 949.311646
	Iteration 21Q: 3 clusters Score -2745309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2745321.000000 Penalty: 949.311646
	Iteration 22Q: 3 clusters Score -2745321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2745324.000000 Penalty: 949.311646
	Iteration 23Q: 3 clusters Score -2745324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2745335.000000 Penalty: 949.311646
	Iteration 24Q: 3 clusters Score -2745335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2745340.750000 Penalty: 949.311646
	Iteration 25Q: 3 clusters Score -2745341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2745351.750000 Penalty: 949.311646
	Iteration 26Q: 3 clusters Score -2745352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2745350.750000 Penalty: 949.311646
	Iteration 27Q: 3 clusters Score -2745351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2745358.000000 Penalty: 949.311646
	Iteration 28Q: 3 clusters Score -2745358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2745376.250000 Penalty: 949.311646
	Iteration 29Q: 3 clusters Score -2745376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2745377.750000 Penalty: 949.311646
	Iteration 30Q: 3 clusters Score -2745378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2745380.250000 Penalty: 949.311646
	Iteration 31Q: 3 clusters Score -2745380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2745382.750000 Penalty: 949.311646
	Iteration 32Q: 3 clusters Score -2745383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2745384.500000 Penalty: 949.311646
	Iteration 33Q: 3 clusters Score -2745384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2745380.750000 Penalty: 949.311646
	Iteration 34Q: 3 clusters Score -2745381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2745379.750000 Penalty: 949.311646
	Iteration 35Q: 3 clusters Score -2745380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2745373.000000 Penalty: 949.311646
	Iteration 36Q: 3 clusters Score -2745373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2745374.250000 Penalty: 949.311646
	Iteration 37Q: 3 clusters Score -2745374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2745372.750000 Penalty: 949.311646
	Iteration 38Q: 3 clusters Score -2745373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2745372.750000 Penalty: 949.311646
	Iteration 39F: 3 clusters Score -2745373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 96 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 19580 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22648 members 
Mstep: Class 76 contains 22272 members 
Mstep: Class 77 contains 111 members 
Mstep: Class 78 contains 189 members 
Mstep: Class 79 contains 5899 members 
Mstep: Class 80 contains 11280 members 
Entering Unmasked Estep 
Score: -42168728.000000 Penalty: 48154.914062
Splitting cluster 75 changes total score from -42165344.000000 to -42168728.000000
So it's getting split into cluster 80.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3481 members 
Mstep: Class 3 contains 24923 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 17645 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10528 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 28932 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 222 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 26958 members 
Mstep: Class 23 contains 662 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14400 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22810 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 868 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 33166 members 
Mstep: Class 34 contains 366 members 
Mstep: Class 35 contains 20638 members 
Mstep: Class 36 contains 23241 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 138 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4491 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2623 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 240 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2490 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1119 members 
Mstep: Class 52 contains 25553 members 
Mstep: Class 53 contains 3756 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 96 members 
Mstep: Class 56 contains 22650 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 19935 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6916 members 
Mstep: Class 61 contains 20469 members 
Mstep: Class 62 contains 229 members 
Mstep: Class 63 contains 824 members 
Mstep: Class 64 contains 35900 members 
Mstep: Class 65 contains 22786 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1637 members 
Mstep: Class 68 contains 1350 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10788 members 
Mstep: Class 71 contains 19580 members 
Mstep: Class 72 contains 123 members 
Mstep: Class 73 contains 8058 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170696.000000 Penalty: 48154.914062
Iteration 279Q: 81 clusters Score -4.21707e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 24930 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 769 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 18822 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 28789 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 25966 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14399 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 1627 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22708 members 
Mstep: Class 30 contains 5899 members 
Mstep: Class 31 contains 869 members 
Mstep: Class 32 contains 145 members 
Mstep: Class 33 contains 33267 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 35 contains 20615 members 
Mstep: Class 36 contains 22992 members 
Mstep: Class 37 contains 559 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 136 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4490 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2577 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 241 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2474 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 25622 members 
Mstep: Class 53 contains 3754 members 
Mstep: Class 54 contains 400 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21987 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20227 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6824 members 
Mstep: Class 61 contains 20808 members 
Mstep: Class 62 contains 223 members 
Mstep: Class 63 contains 853 members 
Mstep: Class 64 contains 36000 members 
Mstep: Class 65 contains 22836 members 
Mstep: Class 66 contains 741 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 1351 members 
Mstep: Class 69 contains 235 members 
Mstep: Class 70 contains 10724 members 
Mstep: Class 71 contains 20542 members 
Mstep: Class 72 contains 120 members 
Mstep: Class 73 contains 8262 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22647 members 
Mstep: Class 76 contains 21517 members 
Mstep: Class 77 contains 110 members 
Mstep: Class 78 contains 181 members 
Mstep: Class 79 contains 5782 members 
Mstep: Class 80 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173184.000000 Penalty: 48154.914062
Iteration 280F: 81 clusters Score -4.217318e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3538 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 766 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 19664 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 3298 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 10251 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 28393 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 25012 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14396 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22623 members 
Mstep: Class 30 contains 5929 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 33335 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 20584 members 
Mstep: Class 36 contains 22703 members 
Mstep: Class 37 contains 558 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4488 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2515 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 237 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2456 members 
Mstep: Class 50 contains 261 members 
Mstep: Class 51 contains 1118 members 
Mstep: Class 52 contains 25070 members 
Mstep: Class 53 contains 3752 members 
Mstep: Class 54 contains 399 members 
Mstep: Class 55 contains 101 members 
Mstep: Class 56 contains 21421 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20240 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6736 members 
Mstep: Class 61 contains 20846 members 
Mstep: Class 62 contains 221 members 
Mstep: Class 63 contains 871 members 
Mstep: Class 64 contains 36039 members 
Mstep: Class 65 contains 22880 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 1354 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 10626 members 
Mstep: Class 71 contains 21416 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 8480 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22655 members 
Mstep: Class 76 contains 21925 members 
Mstep: Class 77 contains 120 members 
Mstep: Class 78 contains 183 members 
Mstep: Class 79 contains 5821 members 
Mstep: Class 80 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174640.000000 Penalty: 48154.914062
Iteration 281Q: 81 clusters Score -4.217464e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3559 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 770 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 20531 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 10156 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 354 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 24055 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14394 members 
Mstep: Class 26 contains 2884 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22596 members 
Mstep: Class 30 contains 5963 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 33440 members 
Mstep: Class 34 contains 376 members 
Mstep: Class 35 contains 20554 members 
Mstep: Class 36 contains 22456 members 
Mstep: Class 37 contains 557 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4487 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2461 members 
Mstep: Class 45 contains 1656 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 237 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2437 members 
Mstep: Class 50 contains 262 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 24552 members 
Mstep: Class 53 contains 3755 members 
Mstep: Class 54 contains 399 members 
Mstep: Class 55 contains 100 members 
Mstep: Class 56 contains 20966 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20286 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6658 members 
Mstep: Class 61 contains 20854 members 
Mstep: Class 62 contains 219 members 
Mstep: Class 63 contains 883 members 
Mstep: Class 64 contains 36055 members 
Mstep: Class 65 contains 22916 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1633 members 
Mstep: Class 68 contains 1356 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 10491 members 
Mstep: Class 71 contains 22153 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 8692 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22729 members 
Mstep: Class 76 contains 22277 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 191 members 
Mstep: Class 79 contains 5815 members 
Mstep: Class 80 contains 12449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175496.000000 Penalty: 48154.914062
Iteration 282Q: 81 clusters Score -4.21755e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3576 members 
Mstep: Class 3 contains 24780 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 21330 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 27601 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 23134 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14392 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 1623 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22596 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 33578 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 20515 members 
Mstep: Class 36 contains 22278 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4485 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2411 members 
Mstep: Class 45 contains 1657 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2421 members 
Mstep: Class 50 contains 263 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 24030 members 
Mstep: Class 53 contains 3757 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 101 members 
Mstep: Class 56 contains 20631 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20339 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6562 members 
Mstep: Class 61 contains 20833 members 
Mstep: Class 62 contains 218 members 
Mstep: Class 63 contains 893 members 
Mstep: Class 64 contains 36050 members 
Mstep: Class 65 contains 22921 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1634 members 
Mstep: Class 68 contains 1356 members 
Mstep: Class 69 contains 236 members 
Mstep: Class 70 contains 10363 members 
Mstep: Class 71 contains 22748 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 8915 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22837 members 
Mstep: Class 76 contains 22624 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 199 members 
Mstep: Class 79 contains 5775 members 
Mstep: Class 80 contains 13000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176268.000000 Penalty: 48154.914062
Iteration 283Q: 81 clusters Score -4.217627e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3583 members 
Mstep: Class 3 contains 24686 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 795 members 
Mstep: Class 7 contains 442 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 3288 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 9991 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 345 members 
Mstep: Class 18 contains 27211 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 22320 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14393 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 1620 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22615 members 
Mstep: Class 30 contains 6025 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 33735 members 
Mstep: Class 34 contains 379 members 
Mstep: Class 35 contains 20465 members 
Mstep: Class 36 contains 22134 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4481 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2374 members 
Mstep: Class 45 contains 1658 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2423 members 
Mstep: Class 50 contains 263 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 23461 members 
Mstep: Class 53 contains 3759 members 
Mstep: Class 54 contains 396 members 
Mstep: Class 55 contains 100 members 
Mstep: Class 56 contains 20376 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20393 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6500 members 
Mstep: Class 61 contains 20790 members 
Mstep: Class 62 contains 217 members 
Mstep: Class 63 contains 906 members 
Mstep: Class 64 contains 36030 members 
Mstep: Class 65 contains 22890 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1633 members 
Mstep: Class 68 contains 1356 members 
Mstep: Class 69 contains 237 members 
Mstep: Class 70 contains 10216 members 
Mstep: Class 71 contains 23302 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 9136 members 
Mstep: Class 74 contains 227 members 
Mstep: Class 75 contains 22976 members 
Mstep: Class 76 contains 22911 members 
Mstep: Class 77 contains 124 members 
Mstep: Class 78 contains 203 members 
Mstep: Class 79 contains 5700 members 
Mstep: Class 80 contains 13566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176776.000000 Penalty: 48154.914062
Iteration 284Q: 81 clusters Score -4.217678e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 24551 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 804 members 
Mstep: Class 7 contains 444 members 
Mstep: Class 8 contains 22626 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 26821 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 21667 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14396 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 1619 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22656 members 
Mstep: Class 30 contains 6072 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 33911 members 
Mstep: Class 34 contains 380 members 
Mstep: Class 35 contains 20419 members 
Mstep: Class 36 contains 22028 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4484 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2329 members 
Mstep: Class 45 contains 1658 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2414 members 
Mstep: Class 50 contains 263 members 
Mstep: Class 51 contains 1117 members 
Mstep: Class 52 contains 22928 members 
Mstep: Class 53 contains 3762 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20138 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20449 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6448 members 
Mstep: Class 61 contains 20767 members 
Mstep: Class 62 contains 215 members 
Mstep: Class 63 contains 921 members 
Mstep: Class 64 contains 36011 members 
Mstep: Class 65 contains 22864 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1631 members 
Mstep: Class 68 contains 1356 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 10069 members 
Mstep: Class 71 contains 23840 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 9355 members 
Mstep: Class 74 contains 225 members 
Mstep: Class 75 contains 23130 members 
Mstep: Class 76 contains 23165 members 
Mstep: Class 77 contains 125 members 
Mstep: Class 78 contains 205 members 
Mstep: Class 79 contains 5606 members 
Mstep: Class 80 contains 14079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177360.000000 Penalty: 48154.914062
Iteration 285Q: 81 clusters Score -4.217736e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3575 members 
Mstep: Class 3 contains 24418 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 23161 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 9763 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 344 members 
Mstep: Class 18 contains 26470 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 21060 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14392 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 1617 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22711 members 
Mstep: Class 30 contains 6116 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 34078 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 20362 members 
Mstep: Class 36 contains 21904 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4481 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2282 members 
Mstep: Class 45 contains 1659 members 
Mstep: Class 46 contains 211 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 2409 members 
Mstep: Class 50 contains 264 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 22442 members 
Mstep: Class 53 contains 3765 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19980 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20520 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6395 members 
Mstep: Class 61 contains 20744 members 
Mstep: Class 62 contains 215 members 
Mstep: Class 63 contains 937 members 
Mstep: Class 64 contains 36003 members 
Mstep: Class 65 contains 22863 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1628 members 
Mstep: Class 68 contains 1355 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 9924 members 
Mstep: Class 71 contains 24300 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 9569 members 
Mstep: Class 74 contains 224 members 
Mstep: Class 75 contains 23268 members 
Mstep: Class 76 contains 23361 members 
Mstep: Class 77 contains 124 members 
Mstep: Class 78 contains 205 members 
Mstep: Class 79 contains 5509 members 
Mstep: Class 80 contains 14579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177308.000000 Penalty: 48154.914062
Iteration 286Q: 81 clusters Score -4.217731e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3570 members 
Mstep: Class 3 contains 24256 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 23647 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 9582 members 
Mstep: Class 16 contains 2347 members 
Mstep: Class 17 contains 343 members 
Mstep: Class 18 contains 26127 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 20486 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14398 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22786 members 
Mstep: Class 30 contains 6160 members 
Mstep: Class 31 contains 870 members 
Mstep: Class 32 contains 159 members 
Mstep: Class 33 contains 34237 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 35 contains 20321 members 
Mstep: Class 36 contains 21821 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4477 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2244 members 
Mstep: Class 45 contains 1660 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 2394 members 
Mstep: Class 50 contains 265 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 21948 members 
Mstep: Class 53 contains 3768 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19834 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20559 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6336 members 
Mstep: Class 61 contains 20732 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 949 members 
Mstep: Class 64 contains 36019 members 
Mstep: Class 65 contains 22946 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1625 members 
Mstep: Class 68 contains 1355 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 9797 members 
Mstep: Class 71 contains 24698 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 9793 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23349 members 
Mstep: Class 76 contains 23583 members 
Mstep: Class 77 contains 124 members 
Mstep: Class 78 contains 206 members 
Mstep: Class 79 contains 5411 members 
Mstep: Class 80 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177472.000000 Penalty: 48154.914062
Iteration 287Q: 81 clusters Score -4.217747e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 24081 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24063 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6423 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 2344 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 19976 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14408 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22863 members 
Mstep: Class 30 contains 6196 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 34386 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 20285 members 
Mstep: Class 36 contains 21791 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4475 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2181 members 
Mstep: Class 45 contains 1662 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 2380 members 
Mstep: Class 50 contains 265 members 
Mstep: Class 51 contains 1116 members 
Mstep: Class 52 contains 21472 members 
Mstep: Class 53 contains 3763 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19724 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20598 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6283 members 
Mstep: Class 61 contains 20719 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 962 members 
Mstep: Class 64 contains 36029 members 
Mstep: Class 65 contains 23010 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1624 members 
Mstep: Class 68 contains 1355 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 9672 members 
Mstep: Class 71 contains 25038 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 10003 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23440 members 
Mstep: Class 76 contains 23818 members 
Mstep: Class 77 contains 124 members 
Mstep: Class 78 contains 206 members 
Mstep: Class 79 contains 5297 members 
Mstep: Class 80 contains 15584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177680.000000 Penalty: 48154.914062
Iteration 288Q: 81 clusters Score -4.217768e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 23915 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 301 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24371 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 25482 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 220 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 19475 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14420 members 
Mstep: Class 26 contains 2868 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22917 members 
Mstep: Class 30 contains 6225 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 161 members 
Mstep: Class 33 contains 34522 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 20256 members 
Mstep: Class 36 contains 21788 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4472 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2128 members 
Mstep: Class 45 contains 1662 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2370 members 
Mstep: Class 50 contains 265 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 21100 members 
Mstep: Class 53 contains 3758 members 
Mstep: Class 54 contains 398 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19645 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20634 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6234 members 
Mstep: Class 61 contains 20719 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 971 members 
Mstep: Class 64 contains 36033 members 
Mstep: Class 65 contains 23077 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1623 members 
Mstep: Class 68 contains 1356 members 
Mstep: Class 69 contains 239 members 
Mstep: Class 70 contains 9534 members 
Mstep: Class 71 contains 25353 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 10182 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23526 members 
Mstep: Class 76 contains 24085 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 206 members 
Mstep: Class 79 contains 5167 members 
Mstep: Class 80 contains 16029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177576.000000 Penalty: 48154.914062
Iteration 289Q: 81 clusters Score -4.217758e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3528 members 
Mstep: Class 3 contains 23736 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 976 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24646 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 3272 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 9045 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 25241 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 18992 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14436 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22963 members 
Mstep: Class 30 contains 6255 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 164 members 
Mstep: Class 33 contains 34621 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 20212 members 
Mstep: Class 36 contains 21837 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4469 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2077 members 
Mstep: Class 45 contains 1661 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 2357 members 
Mstep: Class 50 contains 266 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 20755 members 
Mstep: Class 53 contains 3760 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19606 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20689 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6185 members 
Mstep: Class 61 contains 20693 members 
Mstep: Class 62 contains 214 members 
Mstep: Class 63 contains 980 members 
Mstep: Class 64 contains 36044 members 
Mstep: Class 65 contains 23129 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1622 members 
Mstep: Class 68 contains 1357 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 9424 members 
Mstep: Class 71 contains 25602 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 10395 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23633 members 
Mstep: Class 76 contains 24361 members 
Mstep: Class 77 contains 125 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 5047 members 
Mstep: Class 80 contains 16421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177568.000000 Penalty: 48154.914062
Iteration 290Q: 81 clusters Score -4.217757e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3500 members 
Mstep: Class 3 contains 23561 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24809 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6422 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 8829 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 24983 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 18589 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14444 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22992 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 871 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 34727 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 20166 members 
Mstep: Class 36 contains 21940 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4469 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 2023 members 
Mstep: Class 45 contains 1662 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 2342 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 20401 members 
Mstep: Class 53 contains 3761 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19575 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 20761 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6147 members 
Mstep: Class 61 contains 20671 members 
Mstep: Class 62 contains 213 members 
Mstep: Class 63 contains 990 members 
Mstep: Class 64 contains 36059 members 
Mstep: Class 65 contains 23173 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1618 members 
Mstep: Class 68 contains 1359 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 9285 members 
Mstep: Class 71 contains 25801 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 10633 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23724 members 
Mstep: Class 76 contains 24650 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4932 members 
Mstep: Class 80 contains 16860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177580.000000 Penalty: 48154.914062
Iteration 291Q: 81 clusters Score -4.217758e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 23386 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24869 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6185 members 
Mstep: Class 15 contains 8670 members 
Mstep: Class 16 contains 2334 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 24742 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 18287 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14445 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23012 members 
Mstep: Class 30 contains 6320 members 
Mstep: Class 31 contains 872 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34827 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 20096 members 
Mstep: Class 36 contains 22076 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4466 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1971 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2330 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 20068 members 
Mstep: Class 53 contains 3762 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19565 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20860 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6106 members 
Mstep: Class 61 contains 20669 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1002 members 
Mstep: Class 64 contains 36075 members 
Mstep: Class 65 contains 23189 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1611 members 
Mstep: Class 68 contains 1363 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 9174 members 
Mstep: Class 71 contains 25915 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 10907 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23771 members 
Mstep: Class 76 contains 24898 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4847 members 
Mstep: Class 80 contains 17255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177664.000000 Penalty: 48154.914062
Iteration 292Q: 81 clusters Score -4.217766e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 23226 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24949 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 3268 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6184 members 
Mstep: Class 15 contains 8502 members 
Mstep: Class 16 contains 2331 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 24512 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 18014 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14451 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23032 members 
Mstep: Class 30 contains 6363 members 
Mstep: Class 31 contains 873 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34920 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 20046 members 
Mstep: Class 36 contains 22195 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4459 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1926 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2327 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 19760 members 
Mstep: Class 53 contains 3759 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19583 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 20972 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6065 members 
Mstep: Class 61 contains 20644 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1014 members 
Mstep: Class 64 contains 36067 members 
Mstep: Class 65 contains 23172 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1608 members 
Mstep: Class 68 contains 1368 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 9055 members 
Mstep: Class 71 contains 25995 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11189 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23779 members 
Mstep: Class 76 contains 25109 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4782 members 
Mstep: Class 80 contains 17657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177760.000000 Penalty: 48154.914062
Iteration 293Q: 81 clusters Score -4.217776e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 3 contains 23053 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1152 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25000 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 8373 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 24295 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 17763 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14452 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23053 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 872 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34993 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19984 members 
Mstep: Class 36 contains 22318 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4452 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1889 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2315 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 19494 members 
Mstep: Class 53 contains 3760 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19619 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21076 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6028 members 
Mstep: Class 61 contains 20633 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1024 members 
Mstep: Class 64 contains 36067 members 
Mstep: Class 65 contains 23134 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1375 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8918 members 
Mstep: Class 71 contains 26049 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11442 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23800 members 
Mstep: Class 76 contains 25328 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4729 members 
Mstep: Class 80 contains 18046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177604.000000 Penalty: 48154.914062
Iteration 294Q: 81 clusters Score -4.21776e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3432 members 
Mstep: Class 3 contains 22913 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25004 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6405 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 2329 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 17561 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14451 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23076 members 
Mstep: Class 30 contains 6441 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35059 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19930 members 
Mstep: Class 36 contains 22399 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4447 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2294 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 19261 members 
Mstep: Class 53 contains 3760 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19668 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21199 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6014 members 
Mstep: Class 61 contains 20600 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1032 members 
Mstep: Class 64 contains 36059 members 
Mstep: Class 65 contains 23074 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1380 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8776 members 
Mstep: Class 71 contains 26104 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11691 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23835 members 
Mstep: Class 76 contains 25557 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4672 members 
Mstep: Class 80 contains 18362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177440.000000 Penalty: 48154.914062
Iteration 295Q: 81 clusters Score -4.217744e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 22806 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24973 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6401 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 2328 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23915 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 17407 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14454 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35120 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19876 members 
Mstep: Class 36 contains 22434 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4441 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1822 members 
Mstep: Class 45 contains 1665 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2261 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 19065 members 
Mstep: Class 53 contains 3757 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19717 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21305 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 6004 members 
Mstep: Class 61 contains 20576 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1042 members 
Mstep: Class 64 contains 36051 members 
Mstep: Class 65 contains 23017 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1594 members 
Mstep: Class 68 contains 1386 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8631 members 
Mstep: Class 71 contains 26182 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11927 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23891 members 
Mstep: Class 76 contains 25785 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4605 members 
Mstep: Class 80 contains 18621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177476.000000 Penalty: 48154.914062
Iteration 296Q: 81 clusters Score -4.217748e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 22710 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1259 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24937 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6399 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6177 members 
Mstep: Class 15 contains 8130 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 17260 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14458 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23113 members 
Mstep: Class 30 contains 6497 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35160 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19822 members 
Mstep: Class 36 contains 22448 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1803 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2214 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 18965 members 
Mstep: Class 53 contains 3757 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19757 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21402 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5992 members 
Mstep: Class 61 contains 20573 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1048 members 
Mstep: Class 64 contains 36044 members 
Mstep: Class 65 contains 22895 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1587 members 
Mstep: Class 68 contains 1390 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8504 members 
Mstep: Class 71 contains 26276 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12151 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 23977 members 
Mstep: Class 76 contains 25996 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4557 members 
Mstep: Class 80 contains 18783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177192.000000 Penalty: 48154.914062
Iteration 297Q: 81 clusters Score -4.217719e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 22613 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24916 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6395 members 
Mstep: Class 11 contains 3275 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 8086 members 
Mstep: Class 16 contains 2327 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23607 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 17129 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14463 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23124 members 
Mstep: Class 30 contains 6531 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35220 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19780 members 
Mstep: Class 36 contains 22427 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4434 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1769 members 
Mstep: Class 45 contains 1664 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2162 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 18865 members 
Mstep: Class 53 contains 3754 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19829 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21480 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5979 members 
Mstep: Class 61 contains 20555 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1051 members 
Mstep: Class 64 contains 36042 members 
Mstep: Class 65 contains 22712 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1580 members 
Mstep: Class 68 contains 1395 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8387 members 
Mstep: Class 71 contains 26377 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12420 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24060 members 
Mstep: Class 76 contains 26178 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4511 members 
Mstep: Class 80 contains 18935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177268.000000 Penalty: 48154.914062
Iteration 298Q: 81 clusters Score -4.217727e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 22513 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24889 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6392 members 
Mstep: Class 11 contains 3279 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23468 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 16999 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14460 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23147 members 
Mstep: Class 30 contains 6575 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35287 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19745 members 
Mstep: Class 36 contains 22428 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4432 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1739 members 
Mstep: Class 45 contains 1665 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2116 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 18811 members 
Mstep: Class 53 contains 3755 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 19928 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21527 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5958 members 
Mstep: Class 61 contains 20530 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1054 members 
Mstep: Class 64 contains 36039 members 
Mstep: Class 65 contains 22456 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1578 members 
Mstep: Class 68 contains 1399 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8240 members 
Mstep: Class 71 contains 26445 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12711 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24145 members 
Mstep: Class 76 contains 26373 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4464 members 
Mstep: Class 80 contains 19104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177144.000000 Penalty: 48154.914062
Iteration 299Q: 81 clusters Score -4.217714e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1405 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 1220 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23324 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 16877 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14460 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 1605 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23168 members 
Mstep: Class 30 contains 6616 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35358 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19730 members 
Mstep: Class 36 contains 22433 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4432 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1711 members 
Mstep: Class 45 contains 1667 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2068 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 18760 members 
Mstep: Class 53 contains 3758 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20032 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 21581 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5936 members 
Mstep: Class 61 contains 20510 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1059 members 
Mstep: Class 64 contains 36046 members 
Mstep: Class 65 contains 22152 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1575 members 
Mstep: Class 68 contains 1400 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 8082 members 
Mstep: Class 71 contains 26500 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12971 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24318 members 
Mstep: Class 76 contains 26536 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4413 members 
Mstep: Class 80 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177436.000000 Penalty: 48154.914062
Iteration 300F: 81 clusters Score -4.217744e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 22283 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25125 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 8031 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23175 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14451 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23190 members 
Mstep: Class 30 contains 6650 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35436 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19707 members 
Mstep: Class 36 contains 22432 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4432 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1681 members 
Mstep: Class 45 contains 1670 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 2021 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 18505 members 
Mstep: Class 53 contains 3761 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20159 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 21637 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5918 members 
Mstep: Class 61 contains 20501 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1062 members 
Mstep: Class 64 contains 36054 members 
Mstep: Class 65 contains 21921 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1571 members 
Mstep: Class 68 contains 1401 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7950 members 
Mstep: Class 71 contains 26549 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13167 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24456 members 
Mstep: Class 76 contains 26701 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4365 members 
Mstep: Class 80 contains 19555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177196.000000 Penalty: 48154.914062
Iteration 301Q: 81 clusters Score -4.21772e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25401 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 8039 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 23020 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 16069 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14440 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23206 members 
Mstep: Class 30 contains 6682 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35530 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19680 members 
Mstep: Class 36 contains 22465 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4431 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1649 members 
Mstep: Class 45 contains 1675 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1975 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 18201 members 
Mstep: Class 53 contains 3761 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20304 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 21715 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5918 members 
Mstep: Class 61 contains 20459 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1068 members 
Mstep: Class 64 contains 36072 members 
Mstep: Class 65 contains 21691 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1569 members 
Mstep: Class 68 contains 1401 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7831 members 
Mstep: Class 71 contains 26593 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13327 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24637 members 
Mstep: Class 76 contains 26864 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4306 members 
Mstep: Class 80 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177192.000000 Penalty: 48154.914062
Iteration 302Q: 81 clusters Score -4.217719e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 22004 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25717 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 3284 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 8046 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22869 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 15583 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14425 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23209 members 
Mstep: Class 30 contains 6713 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35618 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19660 members 
Mstep: Class 36 contains 22527 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4430 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1626 members 
Mstep: Class 45 contains 1681 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1920 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 17884 members 
Mstep: Class 53 contains 3762 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20432 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 21800 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5920 members 
Mstep: Class 61 contains 20433 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1078 members 
Mstep: Class 64 contains 36086 members 
Mstep: Class 65 contains 21485 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1402 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7704 members 
Mstep: Class 71 contains 26627 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13444 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 24866 members 
Mstep: Class 76 contains 27034 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4252 members 
Mstep: Class 80 contains 20208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177172.000000 Penalty: 48154.914062
Iteration 303Q: 81 clusters Score -4.217717e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 21890 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22722 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 15133 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14413 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23193 members 
Mstep: Class 30 contains 6743 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35703 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19640 members 
Mstep: Class 36 contains 22613 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4429 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 1681 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1872 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 17529 members 
Mstep: Class 53 contains 3765 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20518 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 21894 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5922 members 
Mstep: Class 61 contains 20394 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1084 members 
Mstep: Class 64 contains 36101 members 
Mstep: Class 65 contains 21295 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1567 members 
Mstep: Class 68 contains 1402 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7605 members 
Mstep: Class 71 contains 26654 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13549 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 25107 members 
Mstep: Class 76 contains 27211 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4216 members 
Mstep: Class 80 contains 20522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177120.000000 Penalty: 48154.914062
Iteration 304Q: 81 clusters Score -4.217712e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 21786 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26280 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 8073 members 
Mstep: Class 16 contains 2323 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22582 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 14694 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14407 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23180 members 
Mstep: Class 30 contains 6771 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35775 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19621 members 
Mstep: Class 36 contains 22683 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1579 members 
Mstep: Class 45 contains 1682 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1819 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 17140 members 
Mstep: Class 53 contains 3766 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20626 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21994 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5929 members 
Mstep: Class 61 contains 20351 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1088 members 
Mstep: Class 64 contains 36109 members 
Mstep: Class 65 contains 21085 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1402 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7538 members 
Mstep: Class 71 contains 26665 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13636 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 25347 members 
Mstep: Class 76 contains 27383 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4195 members 
Mstep: Class 80 contains 20865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176940.000000 Penalty: 48154.914062
Iteration 305Q: 81 clusters Score -4.217694e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 21731 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26509 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 8122 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22467 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 14289 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14396 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23171 members 
Mstep: Class 30 contains 6797 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35836 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19584 members 
Mstep: Class 36 contains 22716 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4426 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1552 members 
Mstep: Class 45 contains 1682 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1763 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 16685 members 
Mstep: Class 53 contains 3769 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20733 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22096 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5921 members 
Mstep: Class 61 contains 20321 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1093 members 
Mstep: Class 64 contains 36116 members 
Mstep: Class 65 contains 20895 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1402 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7454 members 
Mstep: Class 71 contains 26665 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13682 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 25642 members 
Mstep: Class 76 contains 27546 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4174 members 
Mstep: Class 80 contains 21269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176476.000000 Penalty: 48154.914062
Iteration 306Q: 81 clusters Score -4.217648e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2925 members 
Mstep: Class 3 contains 21668 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26738 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 2323 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22350 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13865 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14386 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23173 members 
Mstep: Class 30 contains 6821 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35891 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19549 members 
Mstep: Class 36 contains 22740 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4425 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1522 members 
Mstep: Class 45 contains 1682 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1719 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 16220 members 
Mstep: Class 53 contains 3770 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20832 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22196 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5910 members 
Mstep: Class 61 contains 20278 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1100 members 
Mstep: Class 64 contains 36117 members 
Mstep: Class 65 contains 20729 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1566 members 
Mstep: Class 68 contains 1402 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7349 members 
Mstep: Class 71 contains 26666 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13730 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 25961 members 
Mstep: Class 76 contains 27750 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4151 members 
Mstep: Class 80 contains 21678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176200.000000 Penalty: 48154.914062
Iteration 307Q: 81 clusters Score -4.21762e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 3 contains 21626 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1794 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26972 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6151 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22287 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 13438 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14376 members 
Mstep: Class 26 contains 2825 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23177 members 
Mstep: Class 30 contains 6844 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35918 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19505 members 
Mstep: Class 36 contains 22741 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4427 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1491 members 
Mstep: Class 45 contains 1682 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1672 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 15707 members 
Mstep: Class 53 contains 3775 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20940 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22299 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5911 members 
Mstep: Class 61 contains 20249 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1104 members 
Mstep: Class 64 contains 36116 members 
Mstep: Class 65 contains 20519 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1565 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7285 members 
Mstep: Class 71 contains 26644 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13744 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 26330 members 
Mstep: Class 76 contains 27923 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4132 members 
Mstep: Class 80 contains 22106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175984.000000 Penalty: 48154.914062
Iteration 308Q: 81 clusters Score -4.217598e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 3 contains 21578 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1841 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 27234 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 3305 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 8272 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22211 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 12999 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14357 members 
Mstep: Class 26 contains 2821 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23164 members 
Mstep: Class 30 contains 6867 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35957 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19468 members 
Mstep: Class 36 contains 22760 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4431 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1461 members 
Mstep: Class 45 contains 1683 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 1635 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 15216 members 
Mstep: Class 53 contains 3776 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21049 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22372 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5907 members 
Mstep: Class 61 contains 20229 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1108 members 
Mstep: Class 64 contains 36122 members 
Mstep: Class 65 contains 20287 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1564 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7192 members 
Mstep: Class 71 contains 26614 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13746 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 26763 members 
Mstep: Class 76 contains 28084 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4117 members 
Mstep: Class 80 contains 22502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175648.000000 Penalty: 48154.914062
Iteration 309Q: 81 clusters Score -4.217565e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 21540 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 27445 members 
Mstep: Class 9 contains 1224 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3306 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22133 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 12598 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14345 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23149 members 
Mstep: Class 30 contains 6881 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35984 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19424 members 
Mstep: Class 36 contains 22783 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4429 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1432 members 
Mstep: Class 45 contains 1684 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1605 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 14721 members 
Mstep: Class 53 contains 3776 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21171 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22441 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5906 members 
Mstep: Class 61 contains 20224 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1112 members 
Mstep: Class 64 contains 36110 members 
Mstep: Class 65 contains 20100 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1563 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 7082 members 
Mstep: Class 71 contains 26575 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13727 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 27222 members 
Mstep: Class 76 contains 28265 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4104 members 
Mstep: Class 80 contains 22873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175172.000000 Penalty: 48154.914062
Iteration 310Q: 81 clusters Score -4.217517e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2802 members 
Mstep: Class 3 contains 21543 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6151 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 12194 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14333 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23139 members 
Mstep: Class 30 contains 6900 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36018 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19385 members 
Mstep: Class 36 contains 22784 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4431 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1407 members 
Mstep: Class 45 contains 1685 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1563 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 14264 members 
Mstep: Class 53 contains 3777 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21268 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22543 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5899 members 
Mstep: Class 61 contains 20220 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1117 members 
Mstep: Class 64 contains 36095 members 
Mstep: Class 65 contains 19962 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1563 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6979 members 
Mstep: Class 71 contains 26529 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13683 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 27648 members 
Mstep: Class 76 contains 28437 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4090 members 
Mstep: Class 80 contains 23228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174708.000000 Penalty: 48154.914062
Iteration 311Q: 81 clusters Score -4.217471e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2787 members 
Mstep: Class 3 contains 21524 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 27892 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 8395 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21940 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 11788 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14331 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23141 members 
Mstep: Class 30 contains 6919 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36044 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19345 members 
Mstep: Class 36 contains 22769 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4429 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1387 members 
Mstep: Class 45 contains 1686 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1537 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 13822 members 
Mstep: Class 53 contains 3778 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21369 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22645 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5889 members 
Mstep: Class 61 contains 20192 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1121 members 
Mstep: Class 64 contains 36090 members 
Mstep: Class 65 contains 19886 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1562 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6874 members 
Mstep: Class 71 contains 26487 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13618 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 28064 members 
Mstep: Class 76 contains 28598 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4077 members 
Mstep: Class 80 contains 23559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174272.000000 Penalty: 48154.914062
Iteration 312Q: 81 clusters Score -4.217427e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 21478 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28140 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21824 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 11374 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14323 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23140 members 
Mstep: Class 30 contains 6942 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36089 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19306 members 
Mstep: Class 36 contains 22776 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1367 members 
Mstep: Class 45 contains 1687 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1503 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 13357 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21485 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22734 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5886 members 
Mstep: Class 61 contains 20192 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1123 members 
Mstep: Class 64 contains 36083 members 
Mstep: Class 65 contains 19737 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1561 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6792 members 
Mstep: Class 71 contains 26442 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13584 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 28577 members 
Mstep: Class 76 contains 28757 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4057 members 
Mstep: Class 80 contains 23811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173860.000000 Penalty: 48154.914062
Iteration 313Q: 81 clusters Score -4.217386e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2755 members 
Mstep: Class 3 contains 21457 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28379 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 8451 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21733 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 10953 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14324 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23147 members 
Mstep: Class 30 contains 6961 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36134 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19279 members 
Mstep: Class 36 contains 22736 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4429 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1342 members 
Mstep: Class 45 contains 1687 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1473 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12928 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21605 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22815 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5876 members 
Mstep: Class 61 contains 20179 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1125 members 
Mstep: Class 64 contains 36087 members 
Mstep: Class 65 contains 19570 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1560 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6678 members 
Mstep: Class 71 contains 26395 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13560 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 29124 members 
Mstep: Class 76 contains 28932 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4043 members 
Mstep: Class 80 contains 24020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173504.000000 Penalty: 48154.914062
Iteration 314Q: 81 clusters Score -4.21735e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 21451 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1980 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28585 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 8481 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21686 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 10537 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23146 members 
Mstep: Class 30 contains 6973 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36169 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19253 members 
Mstep: Class 36 contains 22690 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4432 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1308 members 
Mstep: Class 45 contains 1687 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1444 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 12547 members 
Mstep: Class 53 contains 3778 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21721 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22882 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5882 members 
Mstep: Class 61 contains 20173 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1126 members 
Mstep: Class 64 contains 36085 members 
Mstep: Class 65 contains 19393 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1560 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6601 members 
Mstep: Class 71 contains 26353 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 223 members 
Mstep: Class 75 contains 29595 members 
Mstep: Class 76 contains 29104 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4036 members 
Mstep: Class 80 contains 24209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172992.000000 Penalty: 48154.914062
Iteration 315Q: 81 clusters Score -4.217299e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 21427 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28796 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 8531 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21630 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 10125 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14330 members 
Mstep: Class 26 contains 2821 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23147 members 
Mstep: Class 30 contains 6982 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36215 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19223 members 
Mstep: Class 36 contains 22648 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4434 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1264 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1407 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 12172 members 
Mstep: Class 53 contains 3774 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21829 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22970 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5884 members 
Mstep: Class 61 contains 20161 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1127 members 
Mstep: Class 64 contains 36088 members 
Mstep: Class 65 contains 19277 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6525 members 
Mstep: Class 71 contains 26334 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13530 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 30049 members 
Mstep: Class 76 contains 29259 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4021 members 
Mstep: Class 80 contains 24357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172620.000000 Penalty: 48154.914062
Iteration 316Q: 81 clusters Score -4.217262e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 21389 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28964 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21559 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9787 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14337 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23149 members 
Mstep: Class 30 contains 6992 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36260 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19184 members 
Mstep: Class 36 contains 22628 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1237 members 
Mstep: Class 45 contains 1689 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1371 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11810 members 
Mstep: Class 53 contains 3774 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21925 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23082 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5880 members 
Mstep: Class 61 contains 20144 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1132 members 
Mstep: Class 64 contains 36081 members 
Mstep: Class 65 contains 19116 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1557 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6414 members 
Mstep: Class 71 contains 26322 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13504 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 30567 members 
Mstep: Class 76 contains 29384 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 4005 members 
Mstep: Class 80 contains 24511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172472.000000 Penalty: 48154.914062
Iteration 317Q: 81 clusters Score -4.217247e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 21357 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1995 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29123 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8593 members 
Mstep: Class 16 contains 2305 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21503 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 9455 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14345 members 
Mstep: Class 26 contains 2830 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23141 members 
Mstep: Class 30 contains 7003 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36281 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19155 members 
Mstep: Class 36 contains 22637 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1205 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1332 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11471 members 
Mstep: Class 53 contains 3777 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21993 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23196 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5874 members 
Mstep: Class 61 contains 20147 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1135 members 
Mstep: Class 64 contains 36088 members 
Mstep: Class 65 contains 18867 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6327 members 
Mstep: Class 71 contains 26302 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13495 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 31173 members 
Mstep: Class 76 contains 29500 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3992 members 
Mstep: Class 80 contains 24619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172176.000000 Penalty: 48154.914062
Iteration 318Q: 81 clusters Score -4.217218e+07 nChanged 2588
Entering ConstructFrom: 
Score: -42172176.000000 Penalty: 48154.914062
Entering ConstructFrom: 
Trying to split cluster 1 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -366952.312500 Penalty: 384.073486
	Iteration 0F: 2 clusters Score -366952.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -363796.875000 Penalty: 768.146973
	Iteration 0F: 3 clusters Score -363796.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -364967.625000 Penalty: 768.146973
	Iteration 1F: 3 clusters Score -364967.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -365116.781250 Penalty: 768.146973
	Iteration 2F: 3 clusters Score -365116.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -365309.406250 Penalty: 768.146973
	Iteration 3F: 3 clusters Score -365309.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -365523.281250 Penalty: 768.146973
	Iteration 4F: 3 clusters Score -365523.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -365721.500000 Penalty: 768.146973
	Iteration 5F: 3 clusters Score -365721.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -365869.500000 Penalty: 768.146973
	Iteration 6Q: 3 clusters Score -365869.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -365970.656250 Penalty: 768.146973
	Iteration 7Q: 3 clusters Score -365970.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -366044.531250 Penalty: 768.146973
	Iteration 8Q: 3 clusters Score -366044.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -366110.625000 Penalty: 768.146973
	Iteration 9Q: 3 clusters Score -366110.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -366164.000000 Penalty: 768.146973
	Iteration 10Q: 3 clusters Score -366164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -366219.343750 Penalty: 768.146973
	Iteration 11Q: 3 clusters Score -366219.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -366266.812500 Penalty: 768.146973
	Iteration 12Q: 3 clusters Score -366266.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -366315.843750 Penalty: 768.146973
	Iteration 13Q: 3 clusters Score -366315.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -366365.843750 Penalty: 768.146973
	Iteration 14Q: 3 clusters Score -366365.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -366414.968750 Penalty: 768.146973
	Iteration 15Q: 3 clusters Score -366415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -366452.781250 Penalty: 768.146973
	Iteration 16Q: 3 clusters Score -366452.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -366481.500000 Penalty: 768.146973
	Iteration 17Q: 3 clusters Score -366481.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -366504.125000 Penalty: 768.146973
	Iteration 18Q: 3 clusters Score -366504.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -366532.125000 Penalty: 768.146973
	Iteration 19Q: 3 clusters Score -366532.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -366552.625000 Penalty: 768.146973
	Iteration 20F: 3 clusters Score -366552.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -366564.500000 Penalty: 768.146973
	Iteration 21Q: 3 clusters Score -366564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -366574.875000 Penalty: 768.146973
	Iteration 22Q: 3 clusters Score -366574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -366584.156250 Penalty: 768.146973
	Iteration 23Q: 3 clusters Score -366584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -366591.531250 Penalty: 768.146973
	Iteration 24Q: 3 clusters Score -366591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -366601.218750 Penalty: 768.146973
	Iteration 25Q: 3 clusters Score -366601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -366607.781250 Penalty: 768.146973
	Iteration 26Q: 3 clusters Score -366607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -366610.906250 Penalty: 768.146973
	Iteration 27Q: 3 clusters Score -366610.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -366611.562500 Penalty: 768.146973
	Iteration 28Q: 3 clusters Score -366611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -366613.750000 Penalty: 768.146973
	Iteration 29Q: 3 clusters Score -366613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -366615.562500 Penalty: 768.146973
	Iteration 30Q: 3 clusters Score -366615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -366619.000000 Penalty: 768.146973
	Iteration 31Q: 3 clusters Score -366619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -366624.156250 Penalty: 768.146973
	Iteration 32Q: 3 clusters Score -366624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -366625.062500 Penalty: 768.146973
	Iteration 33Q: 3 clusters Score -366625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -366626.750000 Penalty: 768.146973
	Iteration 34Q: 3 clusters Score -366626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -366626.625000 Penalty: 768.146973
	Iteration 35Q: 3 clusters Score -366626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -366627.468750 Penalty: 768.146973
	Iteration 36Q: 3 clusters Score -366627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -366627.468750 Penalty: 768.146973
	Iteration 37F: 3 clusters Score -366627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -217065.484375 Penalty: 359.225372
	Iteration 0F: 2 clusters Score -217065.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -215181.812500 Penalty: 718.450745
	Iteration 0F: 3 clusters Score -215181.8 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -215811.093750 Penalty: 718.450745
	Iteration 1F: 3 clusters Score -215811.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -215915.093750 Penalty: 718.450745
	Iteration 2F: 3 clusters Score -215915.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -216005.031250 Penalty: 718.450745
	Iteration 3F: 3 clusters Score -216005 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -216126.937500 Penalty: 718.450745
	Iteration 4F: 3 clusters Score -216126.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -216282.515625 Penalty: 718.450745
	Iteration 5F: 3 clusters Score -216282.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -216413.625000 Penalty: 718.450745
	Iteration 6F: 3 clusters Score -216413.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -216494.093750 Penalty: 718.450745
	Iteration 7Q: 3 clusters Score -216494.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -216542.906250 Penalty: 718.450745
	Iteration 8Q: 3 clusters Score -216542.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -216591.000000 Penalty: 718.450745
	Iteration 9Q: 3 clusters Score -216591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -216642.078125 Penalty: 718.450745
	Iteration 10Q: 3 clusters Score -216642.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -216689.125000 Penalty: 718.450745
	Iteration 11Q: 3 clusters Score -216689.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -216731.406250 Penalty: 718.450745
	Iteration 12Q: 3 clusters Score -216731.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -216755.625000 Penalty: 718.450745
	Iteration 13Q: 3 clusters Score -216755.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -216768.984375 Penalty: 718.450745
	Iteration 14Q: 3 clusters Score -216769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -216782.328125 Penalty: 718.450745
	Iteration 15Q: 3 clusters Score -216782.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -216801.015625 Penalty: 718.450745
	Iteration 16Q: 3 clusters Score -216801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -216815.031250 Penalty: 718.450745
	Iteration 17Q: 3 clusters Score -216815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -216832.046875 Penalty: 718.450745
	Iteration 18Q: 3 clusters Score -216832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -216845.687500 Penalty: 718.450745
	Iteration 19Q: 3 clusters Score -216845.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -216861.218750 Penalty: 718.450745
	Iteration 20F: 3 clusters Score -216861.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -216874.093750 Penalty: 718.450745
	Iteration 21Q: 3 clusters Score -216874.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -216881.687500 Penalty: 718.450745
	Iteration 22Q: 3 clusters Score -216881.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -216891.062500 Penalty: 718.450745
	Iteration 23Q: 3 clusters Score -216891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -216894.281250 Penalty: 718.450745
	Iteration 24Q: 3 clusters Score -216894.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -216896.109375 Penalty: 718.450745
	Iteration 25Q: 3 clusters Score -216896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -216897.015625 Penalty: 718.450745
	Iteration 26Q: 3 clusters Score -216897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -216897.593750 Penalty: 718.450745
	Iteration 27Q: 3 clusters Score -216897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -216898.562500 Penalty: 718.450745
	Iteration 28Q: 3 clusters Score -216898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -216898.875000 Penalty: 718.450745
	Iteration 29Q: 3 clusters Score -216898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -216899.515625 Penalty: 718.450745
	Iteration 30Q: 3 clusters Score -216899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -216900.406250 Penalty: 718.450745
	Iteration 31Q: 3 clusters Score -216900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -216901.953125 Penalty: 718.450745
	Iteration 32Q: 3 clusters Score -216902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -216902.359375 Penalty: 718.450745
	Iteration 33Q: 3 clusters Score -216902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -216902.687500 Penalty: 718.450745
	Iteration 34Q: 3 clusters Score -216902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -216903.140625 Penalty: 718.450745
	Iteration 35Q: 3 clusters Score -216903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -216903.515625 Penalty: 718.450745
	Iteration 36Q: 3 clusters Score -216903.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -216903.906250 Penalty: 718.450745
	Iteration 37Q: 3 clusters Score -216903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -216905.093750 Penalty: 718.450745
	Iteration 38Q: 3 clusters Score -216905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -216905.281250 Penalty: 718.450745
	Iteration 39Q: 3 clusters Score -216905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -216905.781250 Penalty: 718.450745
	Iteration 40F: 3 clusters Score -216905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -216905.703125 Penalty: 718.450745
	Iteration 41Q: 3 clusters Score -216905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -216905.703125 Penalty: 718.450745
	Iteration 42F: 3 clusters Score -216905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Entering Unmasked Estep 
Score: -1728467.000000 Penalty: 453.533813
	Iteration 0F: 2 clusters Score -1728467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1714374.750000 Penalty: 907.067627
	Iteration 0F: 3 clusters Score -1714375 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1720183.250000 Penalty: 907.067627
	Iteration 1F: 3 clusters Score -1720183 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1720388.750000 Penalty: 907.067627
	Iteration 2Q: 3 clusters Score -1720389 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1720626.375000 Penalty: 907.067627
	Iteration 3Q: 3 clusters Score -1720626 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1720951.500000 Penalty: 907.067627
	Iteration 4Q: 3 clusters Score -1720952 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1721513.875000 Penalty: 907.067627
	Iteration 5Q: 3 clusters Score -1721514 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1722331.375000 Penalty: 907.067627
	Iteration 6F: 3 clusters Score -1722331 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1723338.500000 Penalty: 907.067627
	Iteration 7F: 3 clusters Score -1723338 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1724362.750000 Penalty: 907.067627
	Iteration 8F: 3 clusters Score -1724363 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1725230.250000 Penalty: 907.067627
	Iteration 9F: 3 clusters Score -1725230 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1725770.500000 Penalty: 907.067627
	Iteration 10Q: 3 clusters Score -1725770 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1726118.875000 Penalty: 907.067627
	Iteration 11Q: 3 clusters Score -1726119 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1726380.250000 Penalty: 907.067627
	Iteration 12Q: 3 clusters Score -1726380 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1726556.875000 Penalty: 907.067627
	Iteration 13Q: 3 clusters Score -1726557 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1726726.625000 Penalty: 907.067627
	Iteration 14Q: 3 clusters Score -1726727 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1726895.250000 Penalty: 907.067627
	Iteration 15Q: 3 clusters Score -1726895 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1727022.500000 Penalty: 907.067627
	Iteration 16Q: 3 clusters Score -1727022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1727156.875000 Penalty: 907.067627
	Iteration 17Q: 3 clusters Score -1727157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1727264.625000 Penalty: 907.067627
	Iteration 18Q: 3 clusters Score -1727265 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1727364.875000 Penalty: 907.067627
	Iteration 19Q: 3 clusters Score -1727365 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1727461.250000 Penalty: 907.067627
	Iteration 20F: 3 clusters Score -1727461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1727549.125000 Penalty: 907.067627
	Iteration 21Q: 3 clusters Score -1727549 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1727622.250000 Penalty: 907.067627
	Iteration 22Q: 3 clusters Score -1727622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1727693.125000 Penalty: 907.067627
	Iteration 23Q: 3 clusters Score -1727693 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1727747.125000 Penalty: 907.067627
	Iteration 24Q: 3 clusters Score -1727747 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1727798.625000 Penalty: 907.067627
	Iteration 25Q: 3 clusters Score -1727799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1727848.125000 Penalty: 907.067627
	Iteration 26Q: 3 clusters Score -1727848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1727898.000000 Penalty: 907.067627
	Iteration 27Q: 3 clusters Score -1727898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1727929.750000 Penalty: 907.067627
	Iteration 28Q: 3 clusters Score -1727930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1727959.500000 Penalty: 907.067627
	Iteration 29Q: 3 clusters Score -1727960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1727985.625000 Penalty: 907.067627
	Iteration 30Q: 3 clusters Score -1727986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1728008.500000 Penalty: 907.067627
	Iteration 31Q: 3 clusters Score -1728008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1728035.750000 Penalty: 907.067627
	Iteration 32Q: 3 clusters Score -1728036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1728056.625000 Penalty: 907.067627
	Iteration 33Q: 3 clusters Score -1728057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1728064.500000 Penalty: 907.067627
	Iteration 34Q: 3 clusters Score -1728064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1728070.000000 Penalty: 907.067627
	Iteration 35Q: 3 clusters Score -1728070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1728073.625000 Penalty: 907.067627
	Iteration 36Q: 3 clusters Score -1728074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1728079.000000 Penalty: 907.067627
	Iteration 37Q: 3 clusters Score -1728079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1728079.500000 Penalty: 907.067627
	Iteration 38Q: 3 clusters Score -1728080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1728083.125000 Penalty: 907.067627
	Iteration 39Q: 3 clusters Score -1728083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1728086.125000 Penalty: 907.067627
	Iteration 40F: 3 clusters Score -1728086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1728085.125000 Penalty: 907.067627
	Iteration 41Q: 3 clusters Score -1728085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1728088.125000 Penalty: 907.067627
	Iteration 42Q: 3 clusters Score -1728088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1728087.250000 Penalty: 907.067627
	Iteration 43Q: 3 clusters Score -1728087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1728090.875000 Penalty: 907.067627
	Iteration 44Q: 3 clusters Score -1728091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1728089.875000 Penalty: 907.067627
	Iteration 45Q: 3 clusters Score -1728090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1728093.125000 Penalty: 907.067627
	Iteration 46Q: 3 clusters Score -1728093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1728094.375000 Penalty: 907.067627
	Iteration 47Q: 3 clusters Score -1728094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1728095.750000 Penalty: 907.067627
	Iteration 48Q: 3 clusters Score -1728096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1728097.125000 Penalty: 907.067627
	Iteration 49Q: 3 clusters Score -1728097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1728100.500000 Penalty: 907.067627
	Iteration 50Q: 3 clusters Score -1728100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1728099.750000 Penalty: 907.067627
	Iteration 51Q: 3 clusters Score -1728100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1728099.625000 Penalty: 907.067627
	Iteration 52Q: 3 clusters Score -1728100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1728099.625000 Penalty: 907.067627
	Iteration 53F: 3 clusters Score -1728100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -97016.031250 Penalty: 322.560547
	Iteration 0F: 2 clusters Score -97016.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96068.953125 Penalty: 645.121094
	Iteration 0F: 3 clusters Score -96068.95 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96321.398438 Penalty: 645.121094
	Iteration 1F: 3 clusters Score -96321.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -96376.210938 Penalty: 645.121094
	Iteration 2F: 3 clusters Score -96376.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -96417.296875 Penalty: 645.121094
	Iteration 3F: 3 clusters Score -96417.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -96457.585938 Penalty: 645.121094
	Iteration 4F: 3 clusters Score -96457.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -96485.492188 Penalty: 645.121094
	Iteration 5Q: 3 clusters Score -96485.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -96503.500000 Penalty: 645.121094
	Iteration 6Q: 3 clusters Score -96503.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -96518.679688 Penalty: 645.121094
	Iteration 7Q: 3 clusters Score -96518.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -96535.343750 Penalty: 645.121094
	Iteration 8Q: 3 clusters Score -96535.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -96556.359375 Penalty: 645.121094
	Iteration 9Q: 3 clusters Score -96556.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -96578.789062 Penalty: 645.121094
	Iteration 10Q: 3 clusters Score -96578.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -96600.171875 Penalty: 645.121094
	Iteration 11Q: 3 clusters Score -96600.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96616.335938 Penalty: 645.121094
	Iteration 12Q: 3 clusters Score -96616.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -96629.164062 Penalty: 645.121094
	Iteration 13Q: 3 clusters Score -96629.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -96645.195312 Penalty: 645.121094
	Iteration 14Q: 3 clusters Score -96645.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96654.023438 Penalty: 645.121094
	Iteration 15Q: 3 clusters Score -96654.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -96658.296875 Penalty: 645.121094
	Iteration 16Q: 3 clusters Score -96658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -96661.507812 Penalty: 645.121094
	Iteration 17Q: 3 clusters Score -96661.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -96664.851562 Penalty: 645.121094
	Iteration 18Q: 3 clusters Score -96664.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -96666.140625 Penalty: 645.121094
	Iteration 19Q: 3 clusters Score -96666.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -96667.734375 Penalty: 645.121094
	Iteration 20F: 3 clusters Score -96667.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -96670.484375 Penalty: 645.121094
	Iteration 21Q: 3 clusters Score -96670.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96671.468750 Penalty: 645.121094
	Iteration 22Q: 3 clusters Score -96671.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -96673.257812 Penalty: 645.121094
	Iteration 23Q: 3 clusters Score -96673.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -96674.070312 Penalty: 645.121094
	Iteration 24Q: 3 clusters Score -96674.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -96674.515625 Penalty: 645.121094
	Iteration 25Q: 3 clusters Score -96674.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -96674.515625 Penalty: 645.121094
	Iteration 26F: 3 clusters Score -96674.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18995.765625 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -18995.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18647.681641 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -18647.68 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18737.501953 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -18737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18761.996094 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -18762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18771.908203 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -18771.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18780.945312 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -18780.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18794.904297 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -18794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18801.369141 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -18801.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18802.640625 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -18802.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18804.406250 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -18804.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18808.500000 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -18808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18813.355469 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -18813.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18814.580078 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -18814.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18817.179688 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -18817.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -18823.603516 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -18823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18828.658203 Penalty: 519.949707
	Iteration 14Q: 3 clusters Score -18828.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18834.736328 Penalty: 519.949707
	Iteration 15Q: 3 clusters Score -18834.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18841.123047 Penalty: 519.949707
	Iteration 16Q: 3 clusters Score -18841.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -18844.781250 Penalty: 519.949707
	Iteration 17Q: 3 clusters Score -18844.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18845.908203 Penalty: 519.949707
	Iteration 18Q: 3 clusters Score -18845.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18846.789062 Penalty: 519.949707
	Iteration 19Q: 3 clusters Score -18846.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18847.070312 Penalty: 519.949707
	Iteration 20F: 3 clusters Score -18847.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -159898.234375 Penalty: 345.613007
	Iteration 0F: 2 clusters Score -159898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158456.406250 Penalty: 691.226013
	Iteration 0F: 3 clusters Score -158456.4 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -158919.281250 Penalty: 691.226013
	Iteration 1F: 3 clusters Score -158919.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159025.078125 Penalty: 691.226013
	Iteration 2F: 3 clusters Score -159025.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -159122.062500 Penalty: 691.226013
	Iteration 3F: 3 clusters Score -159122.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159209.265625 Penalty: 691.226013
	Iteration 4F: 3 clusters Score -159209.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159308.250000 Penalty: 691.226013
	Iteration 5F: 3 clusters Score -159308.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -159399.921875 Penalty: 691.226013
	Iteration 6F: 3 clusters Score -159399.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -159453.750000 Penalty: 691.226013
	Iteration 7Q: 3 clusters Score -159453.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -159492.593750 Penalty: 691.226013
	Iteration 8Q: 3 clusters Score -159492.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159519.796875 Penalty: 691.226013
	Iteration 9Q: 3 clusters Score -159519.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -159537.984375 Penalty: 691.226013
	Iteration 10Q: 3 clusters Score -159538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -159551.984375 Penalty: 691.226013
	Iteration 11Q: 3 clusters Score -159552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -159562.203125 Penalty: 691.226013
	Iteration 12Q: 3 clusters Score -159562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -159575.796875 Penalty: 691.226013
	Iteration 13Q: 3 clusters Score -159575.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -159590.078125 Penalty: 691.226013
	Iteration 14Q: 3 clusters Score -159590.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -159598.531250 Penalty: 691.226013
	Iteration 15Q: 3 clusters Score -159598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -159606.062500 Penalty: 691.226013
	Iteration 16Q: 3 clusters Score -159606.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -159610.984375 Penalty: 691.226013
	Iteration 17Q: 3 clusters Score -159611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -159616.546875 Penalty: 691.226013
	Iteration 18Q: 3 clusters Score -159616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -159619.812500 Penalty: 691.226013
	Iteration 19Q: 3 clusters Score -159619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159623.484375 Penalty: 691.226013
	Iteration 20F: 3 clusters Score -159623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -159626.109375 Penalty: 691.226013
	Iteration 21Q: 3 clusters Score -159626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -159628.781250 Penalty: 691.226013
	Iteration 22Q: 3 clusters Score -159628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -159633.718750 Penalty: 691.226013
	Iteration 23Q: 3 clusters Score -159633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -159635.812500 Penalty: 691.226013
	Iteration 24Q: 3 clusters Score -159635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -159639.515625 Penalty: 691.226013
	Iteration 25Q: 3 clusters Score -159639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -159645.250000 Penalty: 691.226013
	Iteration 26Q: 3 clusters Score -159645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -159648.156250 Penalty: 691.226013
	Iteration 27Q: 3 clusters Score -159648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -159651.093750 Penalty: 691.226013
	Iteration 28Q: 3 clusters Score -159651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -159653.203125 Penalty: 691.226013
	Iteration 29Q: 3 clusters Score -159653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -159655.078125 Penalty: 691.226013
	Iteration 30Q: 3 clusters Score -159655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -159655.984375 Penalty: 691.226013
	Iteration 31Q: 3 clusters Score -159656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -159659.484375 Penalty: 691.226013
	Iteration 32Q: 3 clusters Score -159659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -159662.421875 Penalty: 691.226013
	Iteration 33Q: 3 clusters Score -159662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -159664.000000 Penalty: 691.226013
	Iteration 34Q: 3 clusters Score -159664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -159664.953125 Penalty: 691.226013
	Iteration 35Q: 3 clusters Score -159665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -159668.046875 Penalty: 691.226013
	Iteration 36Q: 3 clusters Score -159668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -159675.593750 Penalty: 691.226013
	Iteration 37Q: 3 clusters Score -159675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -159678.718750 Penalty: 691.226013
	Iteration 38Q: 3 clusters Score -159678.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -159679.609375 Penalty: 691.226013
	Iteration 39Q: 3 clusters Score -159679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -159679.859375 Penalty: 691.226013
	Iteration 40F: 3 clusters Score -159679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -159680.015625 Penalty: 691.226013
	Iteration 41Q: 3 clusters Score -159680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -159680.015625 Penalty: 691.226013
	Iteration 42F: 3 clusters Score -159680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -25879.304688 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -25879.3 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 219 members 
Entering Unmasked Estep 
Score: -25425.607422 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -25425.61 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25664.908203 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -25664.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25745.486328 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -25745.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25815.111328 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -25815.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25843.646484 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -25843.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25873.101562 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -25873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25889.841797 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -25889.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25898.166016 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -25898.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25906.847656 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -25906.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25909.408203 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -25909.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25911.349609 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -25911.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25911.349609 Penalty: 555.536194
	Iteration 11F: 3 clusters Score -25911.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 184 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9149 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14347 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23131 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36302 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19124 members 
Mstep: Class 36 contains 22644 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1282 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11181 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22067 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 20155 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1141 members 
Mstep: Class 64 contains 36089 members 
Mstep: Class 65 contains 18624 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6167 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 31776 members 
Mstep: Class 76 contains 29636 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3982 members 
Mstep: Class 80 contains 24693 members 
Mstep: Class 81 contains 264 members 
Entering Unmasked Estep 
Score: -42171320.000000 Penalty: 48756.851562
Splitting cluster 7 changes total score from -42172176.000000 to -42171320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (29258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Entering Unmasked Estep 
Score: -2385051.250000 Penalty: 467.917816
	Iteration 0F: 2 clusters Score -2385051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2367554.500000 Penalty: 935.835632
	Iteration 0F: 3 clusters Score -2367554 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2375915.250000 Penalty: 935.835632
	Iteration 1F: 3 clusters Score -2375915 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2376805.500000 Penalty: 935.835632
	Iteration 2F: 3 clusters Score -2376806 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2378222.250000 Penalty: 935.835632
	Iteration 3F: 3 clusters Score -2378222 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2380179.250000 Penalty: 935.835632
	Iteration 4F: 3 clusters Score -2380179 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2382010.750000 Penalty: 935.835632
	Iteration 5F: 3 clusters Score -2382011 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2383040.500000 Penalty: 935.835632
	Iteration 6F: 3 clusters Score -2383040 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2383441.250000 Penalty: 935.835632
	Iteration 7Q: 3 clusters Score -2383441 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2383700.000000 Penalty: 935.835632
	Iteration 8Q: 3 clusters Score -2383700 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2383915.750000 Penalty: 935.835632
	Iteration 9Q: 3 clusters Score -2383916 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2384048.250000 Penalty: 935.835632
	Iteration 10Q: 3 clusters Score -2384048 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2384191.250000 Penalty: 935.835632
	Iteration 11Q: 3 clusters Score -2384191 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2384356.250000 Penalty: 935.835632
	Iteration 12Q: 3 clusters Score -2384356 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2384481.500000 Penalty: 935.835632
	Iteration 13Q: 3 clusters Score -2384482 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2384611.000000 Penalty: 935.835632
	Iteration 14Q: 3 clusters Score -2384611 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2384638.750000 Penalty: 935.835632
	Iteration 15Q: 3 clusters Score -2384639 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2384703.500000 Penalty: 935.835632
	Iteration 16Q: 3 clusters Score -2384704 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2384718.250000 Penalty: 935.835632
	Iteration 17Q: 3 clusters Score -2384718 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2384726.250000 Penalty: 935.835632
	Iteration 18Q: 3 clusters Score -2384726 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2384774.500000 Penalty: 935.835632
	Iteration 19Q: 3 clusters Score -2384774 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2384805.500000 Penalty: 935.835632
	Iteration 20F: 3 clusters Score -2384806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2384816.250000 Penalty: 935.835632
	Iteration 21Q: 3 clusters Score -2384816 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2384797.500000 Penalty: 935.835632
	Iteration 22Q: 3 clusters Score -2384798 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2384786.500000 Penalty: 935.835632
	Iteration 23Q: 3 clusters Score -2384786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2384773.750000 Penalty: 935.835632
	Iteration 24Q: 3 clusters Score -2384774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2384786.250000 Penalty: 935.835632
	Iteration 25Q: 3 clusters Score -2384786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2384812.000000 Penalty: 935.835632
	Iteration 26Q: 3 clusters Score -2384812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2384819.000000 Penalty: 935.835632
	Iteration 27Q: 3 clusters Score -2384819 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2384821.750000 Penalty: 935.835632
	Iteration 28Q: 3 clusters Score -2384822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2384813.500000 Penalty: 935.835632
	Iteration 29Q: 3 clusters Score -2384814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2384817.500000 Penalty: 935.835632
	Iteration 30Q: 3 clusters Score -2384818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2384828.250000 Penalty: 935.835632
	Iteration 31Q: 3 clusters Score -2384828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2384832.500000 Penalty: 935.835632
	Iteration 32Q: 3 clusters Score -2384832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2384836.500000 Penalty: 935.835632
	Iteration 33Q: 3 clusters Score -2384836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2384840.250000 Penalty: 935.835632
	Iteration 34Q: 3 clusters Score -2384840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2384839.250000 Penalty: 935.835632
	Iteration 35Q: 3 clusters Score -2384839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2384833.500000 Penalty: 935.835632
	Iteration 36Q: 3 clusters Score -2384834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2384834.500000 Penalty: 935.835632
	Iteration 37Q: 3 clusters Score -2384834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2384830.750000 Penalty: 935.835632
	Iteration 38Q: 3 clusters Score -2384831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2384837.750000 Penalty: 935.835632
	Iteration 39Q: 3 clusters Score -2384838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2384838.000000 Penalty: 935.835632
	Iteration 40F: 3 clusters Score -2384838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2384837.250000 Penalty: 935.835632
	Iteration 41Q: 3 clusters Score -2384837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2384840.250000 Penalty: 935.835632
	Iteration 42Q: 3 clusters Score -2384840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2384835.750000 Penalty: 935.835632
	Iteration 43Q: 3 clusters Score -2384836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2384835.500000 Penalty: 935.835632
	Iteration 44Q: 3 clusters Score -2384836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2384838.500000 Penalty: 935.835632
	Iteration 45Q: 3 clusters Score -2384838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2384835.500000 Penalty: 935.835632
	Iteration 46Q: 3 clusters Score -2384836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2384836.750000 Penalty: 935.835632
	Iteration 47Q: 3 clusters Score -2384837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2384835.750000 Penalty: 935.835632
	Iteration 48Q: 3 clusters Score -2384836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2384834.750000 Penalty: 935.835632
	Iteration 49Q: 3 clusters Score -2384835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2384840.250000 Penalty: 935.835632
	Iteration 50Q: 3 clusters Score -2384840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2384836.250000 Penalty: 935.835632
	Iteration 51Q: 3 clusters Score -2384836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2384836.250000 Penalty: 935.835632
	Iteration 52F: 3 clusters Score -2384836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -88948.476562 Penalty: 323.722015
	Iteration 0F: 2 clusters Score -88948.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88018.789062 Penalty: 647.444031
	Iteration 0F: 3 clusters Score -88018.79 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88353.203125 Penalty: 647.444031
	Iteration 1F: 3 clusters Score -88353.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -88451.828125 Penalty: 647.444031
	Iteration 2F: 3 clusters Score -88451.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -88522.195312 Penalty: 647.444031
	Iteration 3F: 3 clusters Score -88522.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -88598.695312 Penalty: 647.444031
	Iteration 4F: 3 clusters Score -88598.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -88649.546875 Penalty: 647.444031
	Iteration 5Q: 3 clusters Score -88649.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -88693.085938 Penalty: 647.444031
	Iteration 6Q: 3 clusters Score -88693.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88722.875000 Penalty: 647.444031
	Iteration 7Q: 3 clusters Score -88722.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -88737.445312 Penalty: 647.444031
	Iteration 8Q: 3 clusters Score -88737.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -88748.562500 Penalty: 647.444031
	Iteration 9Q: 3 clusters Score -88748.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88751.437500 Penalty: 647.444031
	Iteration 10Q: 3 clusters Score -88751.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -88752.726562 Penalty: 647.444031
	Iteration 11Q: 3 clusters Score -88752.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88754.976562 Penalty: 647.444031
	Iteration 12Q: 3 clusters Score -88754.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88755.867188 Penalty: 647.444031
	Iteration 13Q: 3 clusters Score -88755.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88756.921875 Penalty: 647.444031
	Iteration 14Q: 3 clusters Score -88756.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88757.031250 Penalty: 647.444031
	Iteration 15Q: 3 clusters Score -88757.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88757.773438 Penalty: 647.444031
	Iteration 16Q: 3 clusters Score -88757.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88759.945312 Penalty: 647.444031
	Iteration 17Q: 3 clusters Score -88759.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88760.914062 Penalty: 647.444031
	Iteration 18Q: 3 clusters Score -88760.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -88761.820312 Penalty: 647.444031
	Iteration 19Q: 3 clusters Score -88761.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88762.406250 Penalty: 647.444031
	Iteration 20F: 3 clusters Score -88762.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88762.476562 Penalty: 647.444031
	Iteration 21Q: 3 clusters Score -88762.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -88762.937500 Penalty: 647.444031
	Iteration 22Q: 3 clusters Score -88762.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88763.507812 Penalty: 647.444031
	Iteration 23Q: 3 clusters Score -88763.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -88763.507812 Penalty: 647.444031
	Iteration 24F: 3 clusters Score -88763.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -496377.656250 Penalty: 398.472015
	Iteration 0F: 2 clusters Score -496377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -492143.125000 Penalty: 796.944031
	Iteration 0F: 3 clusters Score -492143.1 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -493752.718750 Penalty: 796.944031
	Iteration 1F: 3 clusters Score -493752.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -493886.531250 Penalty: 796.944031
	Iteration 2F: 3 clusters Score -493886.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -494067.218750 Penalty: 796.944031
	Iteration 3F: 3 clusters Score -494067.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -494335.406250 Penalty: 796.944031
	Iteration 4F: 3 clusters Score -494335.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -494677.500000 Penalty: 796.944031
	Iteration 5F: 3 clusters Score -494677.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -495031.718750 Penalty: 796.944031
	Iteration 6F: 3 clusters Score -495031.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -495333.031250 Penalty: 796.944031
	Iteration 7F: 3 clusters Score -495333 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -495540.156250 Penalty: 796.944031
	Iteration 8Q: 3 clusters Score -495540.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -495689.781250 Penalty: 796.944031
	Iteration 9Q: 3 clusters Score -495689.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -495796.906250 Penalty: 796.944031
	Iteration 10Q: 3 clusters Score -495796.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -495887.906250 Penalty: 796.944031
	Iteration 11Q: 3 clusters Score -495887.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -495941.687500 Penalty: 796.944031
	Iteration 12Q: 3 clusters Score -495941.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -495967.781250 Penalty: 796.944031
	Iteration 13Q: 3 clusters Score -495967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -495983.406250 Penalty: 796.944031
	Iteration 14Q: 3 clusters Score -495983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -495989.406250 Penalty: 796.944031
	Iteration 15Q: 3 clusters Score -495989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -495995.000000 Penalty: 796.944031
	Iteration 16Q: 3 clusters Score -495995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -495996.593750 Penalty: 796.944031
	Iteration 17Q: 3 clusters Score -495996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -495998.031250 Penalty: 796.944031
	Iteration 18Q: 3 clusters Score -495998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -496001.906250 Penalty: 796.944031
	Iteration 19Q: 3 clusters Score -496001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -496005.906250 Penalty: 796.944031
	Iteration 20F: 3 clusters Score -496005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -496007.406250 Penalty: 796.944031
	Iteration 21Q: 3 clusters Score -496007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -496010.781250 Penalty: 796.944031
	Iteration 22Q: 3 clusters Score -496010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -496016.468750 Penalty: 796.944031
	Iteration 23Q: 3 clusters Score -496016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -496024.437500 Penalty: 796.944031
	Iteration 24Q: 3 clusters Score -496024.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -496029.593750 Penalty: 796.944031
	Iteration 25Q: 3 clusters Score -496029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -496031.468750 Penalty: 796.944031
	Iteration 26Q: 3 clusters Score -496031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -496033.406250 Penalty: 796.944031
	Iteration 27Q: 3 clusters Score -496033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -496034.125000 Penalty: 796.944031
	Iteration 28Q: 3 clusters Score -496034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -496034.125000 Penalty: 796.944031
	Iteration 29F: 3 clusters Score -496034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -247176.218750 Penalty: 368.887573
	Iteration 0F: 2 clusters Score -247176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -244852.687500 Penalty: 737.775146
	Iteration 0F: 3 clusters Score -244852.7 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -245658.031250 Penalty: 737.775146
	Iteration 1F: 3 clusters Score -245658 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -245735.062500 Penalty: 737.775146
	Iteration 2F: 3 clusters Score -245735.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -245799.953125 Penalty: 737.775146
	Iteration 3Q: 3 clusters Score -245800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -245854.437500 Penalty: 737.775146
	Iteration 4Q: 3 clusters Score -245854.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -245891.765625 Penalty: 737.775146
	Iteration 5Q: 3 clusters Score -245891.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -245926.640625 Penalty: 737.775146
	Iteration 6Q: 3 clusters Score -245926.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -245958.593750 Penalty: 737.775146
	Iteration 7Q: 3 clusters Score -245958.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -245985.687500 Penalty: 737.775146
	Iteration 8Q: 3 clusters Score -245985.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -246016.578125 Penalty: 737.775146
	Iteration 9Q: 3 clusters Score -246016.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -246061.375000 Penalty: 737.775146
	Iteration 10Q: 3 clusters Score -246061.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -246131.625000 Penalty: 737.775146
	Iteration 11Q: 3 clusters Score -246131.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -246203.625000 Penalty: 737.775146
	Iteration 12Q: 3 clusters Score -246203.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246286.656250 Penalty: 737.775146
	Iteration 13Q: 3 clusters Score -246286.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -246382.687500 Penalty: 737.775146
	Iteration 14Q: 3 clusters Score -246382.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -246460.812500 Penalty: 737.775146
	Iteration 15Q: 3 clusters Score -246460.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -246521.015625 Penalty: 737.775146
	Iteration 16Q: 3 clusters Score -246521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -246578.281250 Penalty: 737.775146
	Iteration 17Q: 3 clusters Score -246578.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -246630.703125 Penalty: 737.775146
	Iteration 18Q: 3 clusters Score -246630.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -246682.171875 Penalty: 737.775146
	Iteration 19Q: 3 clusters Score -246682.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -246720.234375 Penalty: 737.775146
	Iteration 20F: 3 clusters Score -246720.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -246752.921875 Penalty: 737.775146
	Iteration 21Q: 3 clusters Score -246752.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -246784.312500 Penalty: 737.775146
	Iteration 22Q: 3 clusters Score -246784.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -246815.781250 Penalty: 737.775146
	Iteration 23Q: 3 clusters Score -246815.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -246857.921875 Penalty: 737.775146
	Iteration 24Q: 3 clusters Score -246857.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -246883.359375 Penalty: 737.775146
	Iteration 25Q: 3 clusters Score -246883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -246902.578125 Penalty: 737.775146
	Iteration 26Q: 3 clusters Score -246902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -246917.906250 Penalty: 737.775146
	Iteration 27Q: 3 clusters Score -246917.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -246928.875000 Penalty: 737.775146
	Iteration 28Q: 3 clusters Score -246928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -246932.281250 Penalty: 737.775146
	Iteration 29Q: 3 clusters Score -246932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -246934.109375 Penalty: 737.775146
	Iteration 30Q: 3 clusters Score -246934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -246937.281250 Penalty: 737.775146
	Iteration 31Q: 3 clusters Score -246937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -246937.203125 Penalty: 737.775146
	Iteration 32Q: 3 clusters Score -246937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -246942.765625 Penalty: 737.775146
	Iteration 33F: 3 clusters Score -246942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -246942.890625 Penalty: 737.775146
	Iteration 34Q: 3 clusters Score -246942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -246942.890625 Penalty: 737.775146
	Iteration 35F: 3 clusters Score -246942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -16058.828125 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16058.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16137.565430 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16137.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16172.259766 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16172.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16181.308594 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16181.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16192.408203 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16192.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16197.201172 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16200.291992 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16200.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -16200.291992 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -16200.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -233291.593750 Penalty: 366.998138
	Iteration 0F: 2 clusters Score -233291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -231083.078125 Penalty: 733.996277
	Iteration 0F: 3 clusters Score -231083.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -231898.234375 Penalty: 733.996277
	Iteration 1F: 3 clusters Score -231898.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -231963.671875 Penalty: 733.996277
	Iteration 2F: 3 clusters Score -231963.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -232021.593750 Penalty: 733.996277
	Iteration 3Q: 3 clusters Score -232021.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232086.609375 Penalty: 733.996277
	Iteration 4Q: 3 clusters Score -232086.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232159.937500 Penalty: 733.996277
	Iteration 5Q: 3 clusters Score -232159.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -232240.171875 Penalty: 733.996277
	Iteration 6Q: 3 clusters Score -232240.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232319.234375 Penalty: 733.996277
	Iteration 7Q: 3 clusters Score -232319.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -232410.281250 Penalty: 733.996277
	Iteration 8Q: 3 clusters Score -232410.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232523.718750 Penalty: 733.996277
	Iteration 9Q: 3 clusters Score -232523.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -232628.359375 Penalty: 733.996277
	Iteration 10Q: 3 clusters Score -232628.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -232696.437500 Penalty: 733.996277
	Iteration 11Q: 3 clusters Score -232696.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -232769.125000 Penalty: 733.996277
	Iteration 12Q: 3 clusters Score -232769.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -232826.593750 Penalty: 733.996277
	Iteration 13Q: 3 clusters Score -232826.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -232864.687500 Penalty: 733.996277
	Iteration 14Q: 3 clusters Score -232864.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -232891.390625 Penalty: 733.996277
	Iteration 15Q: 3 clusters Score -232891.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -232909.781250 Penalty: 733.996277
	Iteration 16Q: 3 clusters Score -232909.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -232922.828125 Penalty: 733.996277
	Iteration 17Q: 3 clusters Score -232922.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -232929.187500 Penalty: 733.996277
	Iteration 18Q: 3 clusters Score -232929.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -232938.515625 Penalty: 733.996277
	Iteration 19Q: 3 clusters Score -232938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -232951.640625 Penalty: 733.996277
	Iteration 20F: 3 clusters Score -232951.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -232963.859375 Penalty: 733.996277
	Iteration 21Q: 3 clusters Score -232963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -232971.828125 Penalty: 733.996277
	Iteration 22Q: 3 clusters Score -232971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -232978.234375 Penalty: 733.996277
	Iteration 23Q: 3 clusters Score -232978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -232983.296875 Penalty: 733.996277
	Iteration 24Q: 3 clusters Score -232983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -232990.703125 Penalty: 733.996277
	Iteration 25Q: 3 clusters Score -232990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -232993.859375 Penalty: 733.996277
	Iteration 26Q: 3 clusters Score -232993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -232994.828125 Penalty: 733.996277
	Iteration 27Q: 3 clusters Score -232994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -232996.437500 Penalty: 733.996277
	Iteration 28Q: 3 clusters Score -232996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -232997.671875 Penalty: 733.996277
	Iteration 29Q: 3 clusters Score -232997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -232998.750000 Penalty: 733.996277
	Iteration 30Q: 3 clusters Score -232998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -232999.453125 Penalty: 733.996277
	Iteration 31Q: 3 clusters Score -232999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -232999.453125 Penalty: 733.996277
	Iteration 32F: 3 clusters Score -232999.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Entering Unmasked Estep 
Score: -479670.500000 Penalty: 397.069672
	Iteration 0F: 2 clusters Score -479670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -475513.593750 Penalty: 794.139343
	Iteration 0F: 3 clusters Score -475513.6 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -477082.687500 Penalty: 794.139343
	Iteration 1F: 3 clusters Score -477082.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -477219.312500 Penalty: 794.139343
	Iteration 2F: 3 clusters Score -477219.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -477397.656250 Penalty: 794.139343
	Iteration 3F: 3 clusters Score -477397.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -477675.687500 Penalty: 794.139343
	Iteration 4F: 3 clusters Score -477675.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -478097.031250 Penalty: 794.139343
	Iteration 5F: 3 clusters Score -478097 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -478613.687500 Penalty: 794.139343
	Iteration 6F: 3 clusters Score -478613.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -478982.812500 Penalty: 794.139343
	Iteration 7F: 3 clusters Score -478982.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -479168.812500 Penalty: 794.139343
	Iteration 8Q: 3 clusters Score -479168.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -479247.468750 Penalty: 794.139343
	Iteration 9Q: 3 clusters Score -479247.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -479281.625000 Penalty: 794.139343
	Iteration 10Q: 3 clusters Score -479281.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -479296.750000 Penalty: 794.139343
	Iteration 11Q: 3 clusters Score -479296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -479305.375000 Penalty: 794.139343
	Iteration 12Q: 3 clusters Score -479305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -479312.062500 Penalty: 794.139343
	Iteration 13Q: 3 clusters Score -479312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -479312.625000 Penalty: 794.139343
	Iteration 14Q: 3 clusters Score -479312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -479318.875000 Penalty: 794.139343
	Iteration 15Q: 3 clusters Score -479318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -479322.718750 Penalty: 794.139343
	Iteration 16Q: 3 clusters Score -479322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -479325.312500 Penalty: 794.139343
	Iteration 17Q: 3 clusters Score -479325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -479327.250000 Penalty: 794.139343
	Iteration 18Q: 3 clusters Score -479327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -479327.968750 Penalty: 794.139343
	Iteration 19Q: 3 clusters Score -479328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -479327.968750 Penalty: 794.139343
	Iteration 20F: 3 clusters Score -479328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Entering Unmasked Estep 
Score: -698088.312500 Penalty: 412.266205
	Iteration 0F: 2 clusters Score -698088.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -692355.437500 Penalty: 824.532410
	Iteration 0F: 3 clusters Score -692355.4 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -694633.000000 Penalty: 824.532410
	Iteration 1F: 3 clusters Score -694633 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -694924.750000 Penalty: 824.532410
	Iteration 2F: 3 clusters Score -694924.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -695420.250000 Penalty: 824.532410
	Iteration 3F: 3 clusters Score -695420.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -696150.625000 Penalty: 824.532410
	Iteration 4F: 3 clusters Score -696150.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -696895.437500 Penalty: 824.532410
	Iteration 5F: 3 clusters Score -696895.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -697378.625000 Penalty: 824.532410
	Iteration 6F: 3 clusters Score -697378.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -697573.437500 Penalty: 824.532410
	Iteration 7Q: 3 clusters Score -697573.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -697651.750000 Penalty: 824.532410
	Iteration 8Q: 3 clusters Score -697651.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -697691.312500 Penalty: 824.532410
	Iteration 9Q: 3 clusters Score -697691.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -697716.187500 Penalty: 824.532410
	Iteration 10Q: 3 clusters Score -697716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -697733.062500 Penalty: 824.532410
	Iteration 11Q: 3 clusters Score -697733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -697739.375000 Penalty: 824.532410
	Iteration 12Q: 3 clusters Score -697739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -697745.312500 Penalty: 824.532410
	Iteration 13Q: 3 clusters Score -697745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -697747.500000 Penalty: 824.532410
	Iteration 14Q: 3 clusters Score -697747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -697750.375000 Penalty: 824.532410
	Iteration 15Q: 3 clusters Score -697750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -697758.437500 Penalty: 824.532410
	Iteration 16Q: 3 clusters Score -697758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -697767.125000 Penalty: 824.532410
	Iteration 17Q: 3 clusters Score -697767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -697769.250000 Penalty: 824.532410
	Iteration 18Q: 3 clusters Score -697769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -697773.125000 Penalty: 824.532410
	Iteration 19Q: 3 clusters Score -697773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -697775.187500 Penalty: 824.532410
	Iteration 20F: 3 clusters Score -697775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -697775.875000 Penalty: 824.532410
	Iteration 21Q: 3 clusters Score -697775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -697775.250000 Penalty: 824.532410
	Iteration 22Q: 3 clusters Score -697775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -697775.250000 Penalty: 824.532410
	Iteration 23F: 3 clusters Score -697775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -179798.968750 Penalty: 352.259521
	Iteration 0F: 2 clusters Score -179799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178143.359375 Penalty: 704.519043
	Iteration 0F: 3 clusters Score -178143.4 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -178779.125000 Penalty: 704.519043
	Iteration 1F: 3 clusters Score -178779.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -178893.953125 Penalty: 704.519043
	Iteration 2F: 3 clusters Score -178894 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -179003.671875 Penalty: 704.519043
	Iteration 3F: 3 clusters Score -179003.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -179106.468750 Penalty: 704.519043
	Iteration 4F: 3 clusters Score -179106.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179204.156250 Penalty: 704.519043
	Iteration 5F: 3 clusters Score -179204.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -179294.421875 Penalty: 704.519043
	Iteration 6F: 3 clusters Score -179294.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -179349.156250 Penalty: 704.519043
	Iteration 7Q: 3 clusters Score -179349.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -179396.390625 Penalty: 704.519043
	Iteration 8Q: 3 clusters Score -179396.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -179438.781250 Penalty: 704.519043
	Iteration 9Q: 3 clusters Score -179438.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179460.640625 Penalty: 704.519043
	Iteration 10Q: 3 clusters Score -179460.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -179473.343750 Penalty: 704.519043
	Iteration 11Q: 3 clusters Score -179473.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179484.062500 Penalty: 704.519043
	Iteration 12Q: 3 clusters Score -179484.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -179493.765625 Penalty: 704.519043
	Iteration 13Q: 3 clusters Score -179493.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -179503.718750 Penalty: 704.519043
	Iteration 14Q: 3 clusters Score -179503.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -179510.375000 Penalty: 704.519043
	Iteration 15Q: 3 clusters Score -179510.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -179516.328125 Penalty: 704.519043
	Iteration 16Q: 3 clusters Score -179516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -179518.718750 Penalty: 704.519043
	Iteration 17Q: 3 clusters Score -179518.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -179519.234375 Penalty: 704.519043
	Iteration 18Q: 3 clusters Score -179519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179520.109375 Penalty: 704.519043
	Iteration 19Q: 3 clusters Score -179520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179520.109375 Penalty: 704.519043
	Iteration 20F: 3 clusters Score -179520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13379.501953 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13379.5 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 172 members 
Entering Unmasked Estep 
Score: -13002.833984 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -13002.83 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -13153.651367 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13153.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13186.187500 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -13186.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13201.704102 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -13201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13211.899414 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -13211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13218.538086 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -13218.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13222.812500 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -13222.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13225.818359 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -13225.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13227.938477 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -13227.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13229.348633 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -13229.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13231.779297 Penalty: 530.967773
	Iteration 10Q: 3 clusters Score -13231.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13232.987305 Penalty: 530.967773
	Iteration 11Q: 3 clusters Score -13232.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13235.538086 Penalty: 530.967773
	Iteration 12Q: 3 clusters Score -13235.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13241.442383 Penalty: 530.967773
	Iteration 13Q: 3 clusters Score -13241.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13243.667969 Penalty: 530.967773
	Iteration 14Q: 3 clusters Score -13243.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13243.894531 Penalty: 530.967773
	Iteration 15Q: 3 clusters Score -13243.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13243.894531 Penalty: 530.967773
	Iteration 16F: 3 clusters Score -13243.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Entering Unmasked Estep 
Score: -1659839.375000 Penalty: 453.759369
	Iteration 0F: 2 clusters Score -1659839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1645542.875000 Penalty: 907.518738
	Iteration 0F: 3 clusters Score -1645543 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1651813.500000 Penalty: 907.518738
	Iteration 1F: 3 clusters Score -1651814 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1652385.875000 Penalty: 907.518738
	Iteration 2F: 3 clusters Score -1652386 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1653125.000000 Penalty: 907.518738
	Iteration 3F: 3 clusters Score -1653125 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1654204.250000 Penalty: 907.518738
	Iteration 4F: 3 clusters Score -1654204 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1655336.375000 Penalty: 907.518738
	Iteration 5F: 3 clusters Score -1655336 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1656231.125000 Penalty: 907.518738
	Iteration 6F: 3 clusters Score -1656231 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1656750.625000 Penalty: 907.518738
	Iteration 7Q: 3 clusters Score -1656751 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1657068.625000 Penalty: 907.518738
	Iteration 8Q: 3 clusters Score -1657069 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1657314.500000 Penalty: 907.518738
	Iteration 9Q: 3 clusters Score -1657314 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1657517.000000 Penalty: 907.518738
	Iteration 10Q: 3 clusters Score -1657517 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1657716.250000 Penalty: 907.518738
	Iteration 11Q: 3 clusters Score -1657716 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1657910.125000 Penalty: 907.518738
	Iteration 12Q: 3 clusters Score -1657910 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1658108.375000 Penalty: 907.518738
	Iteration 13Q: 3 clusters Score -1658108 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -1658296.500000 Penalty: 907.518738
	Iteration 14Q: 3 clusters Score -1658296 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1658455.000000 Penalty: 907.518738
	Iteration 15Q: 3 clusters Score -1658455 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1658608.125000 Penalty: 907.518738
	Iteration 16Q: 3 clusters Score -1658608 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1658747.875000 Penalty: 907.518738
	Iteration 17Q: 3 clusters Score -1658748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1658896.625000 Penalty: 907.518738
	Iteration 18Q: 3 clusters Score -1658897 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1659047.750000 Penalty: 907.518738
	Iteration 19Q: 3 clusters Score -1659048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -1659147.250000 Penalty: 907.518738
	Iteration 20F: 3 clusters Score -1659147 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1659235.625000 Penalty: 907.518738
	Iteration 21Q: 3 clusters Score -1659236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1659285.375000 Penalty: 907.518738
	Iteration 22Q: 3 clusters Score -1659285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -1659333.750000 Penalty: 907.518738
	Iteration 23Q: 3 clusters Score -1659334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1659358.750000 Penalty: 907.518738
	Iteration 24Q: 3 clusters Score -1659359 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1659390.125000 Penalty: 907.518738
	Iteration 25Q: 3 clusters Score -1659390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -1659416.250000 Penalty: 907.518738
	Iteration 26Q: 3 clusters Score -1659416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1659446.750000 Penalty: 907.518738
	Iteration 27Q: 3 clusters Score -1659447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -1659469.000000 Penalty: 907.518738
	Iteration 28Q: 3 clusters Score -1659469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1659479.250000 Penalty: 907.518738
	Iteration 29Q: 3 clusters Score -1659479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1659486.375000 Penalty: 907.518738
	Iteration 30Q: 3 clusters Score -1659486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1659488.875000 Penalty: 907.518738
	Iteration 31Q: 3 clusters Score -1659489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1659489.875000 Penalty: 907.518738
	Iteration 32Q: 3 clusters Score -1659490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1659492.750000 Penalty: 907.518738
	Iteration 33Q: 3 clusters Score -1659493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1659494.500000 Penalty: 907.518738
	Iteration 34Q: 3 clusters Score -1659494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1659498.250000 Penalty: 907.518738
	Iteration 35Q: 3 clusters Score -1659498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1659497.750000 Penalty: 907.518738
	Iteration 36Q: 3 clusters Score -1659498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1659500.375000 Penalty: 907.518738
	Iteration 37Q: 3 clusters Score -1659500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1659502.625000 Penalty: 907.518738
	Iteration 38Q: 3 clusters Score -1659503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1659505.750000 Penalty: 907.518738
	Iteration 39Q: 3 clusters Score -1659506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -1659506.250000 Penalty: 907.518738
	Iteration 40F: 3 clusters Score -1659506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1659511.500000 Penalty: 907.518738
	Iteration 41Q: 3 clusters Score -1659512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1659518.250000 Penalty: 907.518738
	Iteration 42Q: 3 clusters Score -1659518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1659520.375000 Penalty: 907.518738
	Iteration 43Q: 3 clusters Score -1659520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1659522.125000 Penalty: 907.518738
	Iteration 44Q: 3 clusters Score -1659522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -1659524.000000 Penalty: 907.518738
	Iteration 45Q: 3 clusters Score -1659524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1659526.625000 Penalty: 907.518738
	Iteration 46Q: 3 clusters Score -1659527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1659528.500000 Penalty: 907.518738
	Iteration 47Q: 3 clusters Score -1659528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -1659524.500000 Penalty: 907.518738
	Iteration 48Q: 3 clusters Score -1659524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1659525.250000 Penalty: 907.518738
	Iteration 49Q: 3 clusters Score -1659525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1659529.125000 Penalty: 907.518738
	Iteration 50Q: 3 clusters Score -1659529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1659526.125000 Penalty: 907.518738
	Iteration 51Q: 3 clusters Score -1659526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1659526.125000 Penalty: 907.518738
	Iteration 52F: 3 clusters Score -1659526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -218546.828125 Penalty: 364.213837
	Iteration 0F: 2 clusters Score -218546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -216467.703125 Penalty: 728.427673
	Iteration 0F: 3 clusters Score -216467.7 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -217328.828125 Penalty: 728.427673
	Iteration 1F: 3 clusters Score -217328.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -217489.421875 Penalty: 728.427673
	Iteration 2F: 3 clusters Score -217489.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -217641.578125 Penalty: 728.427673
	Iteration 3F: 3 clusters Score -217641.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -217761.593750 Penalty: 728.427673
	Iteration 4F: 3 clusters Score -217761.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -217859.937500 Penalty: 728.427673
	Iteration 5Q: 3 clusters Score -217859.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -217938.296875 Penalty: 728.427673
	Iteration 6Q: 3 clusters Score -217938.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -218006.750000 Penalty: 728.427673
	Iteration 7Q: 3 clusters Score -218006.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -218064.625000 Penalty: 728.427673
	Iteration 8Q: 3 clusters Score -218064.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -218096.703125 Penalty: 728.427673
	Iteration 9Q: 3 clusters Score -218096.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -218131.171875 Penalty: 728.427673
	Iteration 10Q: 3 clusters Score -218131.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -218166.734375 Penalty: 728.427673
	Iteration 11Q: 3 clusters Score -218166.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -218203.406250 Penalty: 728.427673
	Iteration 12Q: 3 clusters Score -218203.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -218225.718750 Penalty: 728.427673
	Iteration 13Q: 3 clusters Score -218225.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -218239.687500 Penalty: 728.427673
	Iteration 14Q: 3 clusters Score -218239.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -218247.593750 Penalty: 728.427673
	Iteration 15Q: 3 clusters Score -218247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -218249.671875 Penalty: 728.427673
	Iteration 16Q: 3 clusters Score -218249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -218252.203125 Penalty: 728.427673
	Iteration 17Q: 3 clusters Score -218252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -218256.140625 Penalty: 728.427673
	Iteration 18Q: 3 clusters Score -218256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -218260.046875 Penalty: 728.427673
	Iteration 19Q: 3 clusters Score -218260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -218260.750000 Penalty: 728.427673
	Iteration 20F: 3 clusters Score -218260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -218261.156250 Penalty: 728.427673
	Iteration 21Q: 3 clusters Score -218261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -218263.093750 Penalty: 728.427673
	Iteration 22Q: 3 clusters Score -218263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -218269.125000 Penalty: 728.427673
	Iteration 23Q: 3 clusters Score -218269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -218273.562500 Penalty: 728.427673
	Iteration 24Q: 3 clusters Score -218273.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -218275.015625 Penalty: 728.427673
	Iteration 25Q: 3 clusters Score -218275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -218275.031250 Penalty: 728.427673
	Iteration 26Q: 3 clusters Score -218275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -218274.906250 Penalty: 728.427673
	Iteration 27Q: 3 clusters Score -218274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -218274.906250 Penalty: 728.427673
	Iteration 28F: 3 clusters Score -218274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -3677.127930 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -3677.128 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 100 members 
Entering Unmasked Estep 
Score: -3400.305908 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -3400.306 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3508.364014 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -3508.364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3547.799805 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -3547.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3565.992188 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -3565.992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3578.990967 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -3578.991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3583.795166 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -3583.795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3586.025879 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -3586.026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3586.025879 Penalty: 491.232819
	Iteration 7F: 3 clusters Score -3586.026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -48285.324219 Penalty: 297.616852
	Iteration 0F: 2 clusters Score -48285.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47685.375000 Penalty: 595.233704
	Iteration 0F: 3 clusters Score -47685.38 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47838.972656 Penalty: 595.233704
	Iteration 1F: 3 clusters Score -47838.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47875.105469 Penalty: 595.233704
	Iteration 2F: 3 clusters Score -47875.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47902.742188 Penalty: 595.233704
	Iteration 3Q: 3 clusters Score -47902.74 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47960.546875 Penalty: 595.233704
	Iteration 4F: 3 clusters Score -47960.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48051.105469 Penalty: 595.233704
	Iteration 5F: 3 clusters Score -48051.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48102.023438 Penalty: 595.233704
	Iteration 6F: 3 clusters Score -48102.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48139.355469 Penalty: 595.233704
	Iteration 7F: 3 clusters Score -48139.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48161.250000 Penalty: 595.233704
	Iteration 8Q: 3 clusters Score -48161.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48179.070312 Penalty: 595.233704
	Iteration 9Q: 3 clusters Score -48179.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48192.968750 Penalty: 595.233704
	Iteration 10Q: 3 clusters Score -48192.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48198.886719 Penalty: 595.233704
	Iteration 11Q: 3 clusters Score -48198.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48205.492188 Penalty: 595.233704
	Iteration 12Q: 3 clusters Score -48205.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48207.957031 Penalty: 595.233704
	Iteration 13Q: 3 clusters Score -48207.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48208.242188 Penalty: 595.233704
	Iteration 14Q: 3 clusters Score -48208.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48208.242188 Penalty: 595.233704
	Iteration 15F: 3 clusters Score -48208.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -745927.000000 Penalty: 415.023682
	Iteration 0F: 2 clusters Score -745927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -739777.187500 Penalty: 830.047363
	Iteration 0F: 3 clusters Score -739777.2 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -742366.125000 Penalty: 830.047363
	Iteration 1F: 3 clusters Score -742366.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -742660.375000 Penalty: 830.047363
	Iteration 2F: 3 clusters Score -742660.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -743043.437500 Penalty: 830.047363
	Iteration 3F: 3 clusters Score -743043.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -743514.375000 Penalty: 830.047363
	Iteration 4F: 3 clusters Score -743514.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -744054.625000 Penalty: 830.047363
	Iteration 5F: 3 clusters Score -744054.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -744650.062500 Penalty: 830.047363
	Iteration 6F: 3 clusters Score -744650.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -745102.125000 Penalty: 830.047363
	Iteration 7F: 3 clusters Score -745102.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -745343.750000 Penalty: 830.047363
	Iteration 8Q: 3 clusters Score -745343.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -745466.437500 Penalty: 830.047363
	Iteration 9Q: 3 clusters Score -745466.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -745514.125000 Penalty: 830.047363
	Iteration 10Q: 3 clusters Score -745514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -745531.750000 Penalty: 830.047363
	Iteration 11Q: 3 clusters Score -745531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -745540.125000 Penalty: 830.047363
	Iteration 12Q: 3 clusters Score -745540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -745544.437500 Penalty: 830.047363
	Iteration 13Q: 3 clusters Score -745544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -745550.562500 Penalty: 830.047363
	Iteration 14Q: 3 clusters Score -745550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -745552.250000 Penalty: 830.047363
	Iteration 15Q: 3 clusters Score -745552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -745552.250000 Penalty: 830.047363
	Iteration 16F: 3 clusters Score -745552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -43871.265625 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -43871.27 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 358 members 
Entering Unmasked Estep 
Score: -43310.578125 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -43310.58 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -43519.500000 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -43519.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43596.011719 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -43596.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -43628.226562 Penalty: 590.793823
	Iteration 3Q: 3 clusters Score -43628.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -43649.468750 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -43649.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -43666.812500 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -43666.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -43676.945312 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -43676.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43680.433594 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -43680.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43683.191406 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -43683.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -43684.074219 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -43684.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43685.136719 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -43685.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43687.128906 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -43687.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43688.386719 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -43688.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43688.386719 Penalty: 590.793823
	Iteration 13F: 3 clusters Score -43688.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 120 members 
Entering Unmasked Estep 
Score: -16734.148438 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16734.15 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16814.212891 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16814.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16835.201172 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16850.835938 Penalty: 500.985168
	Iteration 3F: 3 clusters Score -16850.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16862.763672 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16862.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16869.662109 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16869.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16873.527344 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16873.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16882.265625 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16882.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16886.082031 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16886.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16890.406250 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -16890.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16892.189453 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -16892.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16893.449219 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -16893.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16893.449219 Penalty: 500.985168
	Iteration 12F: 3 clusters Score -16893.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Entering Unmasked Estep 
Score: -1075861.875000 Penalty: 435.493958
	Iteration 0F: 2 clusters Score -1075862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1066318.500000 Penalty: 870.987915
	Iteration 0F: 3 clusters Score -1066318 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1070528.500000 Penalty: 870.987915
	Iteration 1F: 3 clusters Score -1070528 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1070996.125000 Penalty: 870.987915
	Iteration 2F: 3 clusters Score -1070996 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1071519.375000 Penalty: 870.987915
	Iteration 3F: 3 clusters Score -1071519 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1072157.875000 Penalty: 870.987915
	Iteration 4F: 3 clusters Score -1072158 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1072847.250000 Penalty: 870.987915
	Iteration 5F: 3 clusters Score -1072847 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1073516.125000 Penalty: 870.987915
	Iteration 6F: 3 clusters Score -1073516 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1074013.500000 Penalty: 870.987915
	Iteration 7F: 3 clusters Score -1074014 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1074367.500000 Penalty: 870.987915
	Iteration 8Q: 3 clusters Score -1074368 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1074674.500000 Penalty: 870.987915
	Iteration 9Q: 3 clusters Score -1074674 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1074967.750000 Penalty: 870.987915
	Iteration 10Q: 3 clusters Score -1074968 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1075162.250000 Penalty: 870.987915
	Iteration 11Q: 3 clusters Score -1075162 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1075305.500000 Penalty: 870.987915
	Iteration 12Q: 3 clusters Score -1075306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1075406.000000 Penalty: 870.987915
	Iteration 13Q: 3 clusters Score -1075406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1075479.000000 Penalty: 870.987915
	Iteration 14Q: 3 clusters Score -1075479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1075514.250000 Penalty: 870.987915
	Iteration 15Q: 3 clusters Score -1075514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1075524.500000 Penalty: 870.987915
	Iteration 16Q: 3 clusters Score -1075524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1075533.000000 Penalty: 870.987915
	Iteration 17Q: 3 clusters Score -1075533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1075539.250000 Penalty: 870.987915
	Iteration 18Q: 3 clusters Score -1075539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1075545.875000 Penalty: 870.987915
	Iteration 19Q: 3 clusters Score -1075546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1075552.125000 Penalty: 870.987915
	Iteration 20F: 3 clusters Score -1075552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1075562.875000 Penalty: 870.987915
	Iteration 21Q: 3 clusters Score -1075563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1075570.125000 Penalty: 870.987915
	Iteration 22Q: 3 clusters Score -1075570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1075574.250000 Penalty: 870.987915
	Iteration 23Q: 3 clusters Score -1075574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1075578.750000 Penalty: 870.987915
	Iteration 24Q: 3 clusters Score -1075579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1075580.250000 Penalty: 870.987915
	Iteration 25Q: 3 clusters Score -1075580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1075580.875000 Penalty: 870.987915
	Iteration 26Q: 3 clusters Score -1075581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1075582.250000 Penalty: 870.987915
	Iteration 27Q: 3 clusters Score -1075582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1075587.875000 Penalty: 870.987915
	Iteration 28Q: 3 clusters Score -1075588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1075589.625000 Penalty: 870.987915
	Iteration 29Q: 3 clusters Score -1075590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1075591.750000 Penalty: 870.987915
	Iteration 30Q: 3 clusters Score -1075592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1075591.875000 Penalty: 870.987915
	Iteration 31Q: 3 clusters Score -1075592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1075592.750000 Penalty: 870.987915
	Iteration 32Q: 3 clusters Score -1075593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1075593.625000 Penalty: 870.987915
	Iteration 33Q: 3 clusters Score -1075594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1075592.625000 Penalty: 870.987915
	Iteration 34Q: 3 clusters Score -1075593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1075593.625000 Penalty: 870.987915
	Iteration 35Q: 3 clusters Score -1075594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1075596.875000 Penalty: 870.987915
	Iteration 36Q: 3 clusters Score -1075597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1075598.750000 Penalty: 870.987915
	Iteration 37Q: 3 clusters Score -1075599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1075601.625000 Penalty: 870.987915
	Iteration 38Q: 3 clusters Score -1075602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1075602.000000 Penalty: 870.987915
	Iteration 39Q: 3 clusters Score -1075602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1075602.625000 Penalty: 870.987915
	Iteration 40F: 3 clusters Score -1075603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -210602.000000 Penalty: 361.667603
	Iteration 0F: 2 clusters Score -210602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -208654.796875 Penalty: 723.335205
	Iteration 0F: 3 clusters Score -208654.8 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -209301.125000 Penalty: 723.335205
	Iteration 1F: 3 clusters Score -209301.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -209368.906250 Penalty: 723.335205
	Iteration 2F: 3 clusters Score -209368.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -209424.046875 Penalty: 723.335205
	Iteration 3Q: 3 clusters Score -209424 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -209488.140625 Penalty: 723.335205
	Iteration 4F: 3 clusters Score -209488.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209528.984375 Penalty: 723.335205
	Iteration 5Q: 3 clusters Score -209529 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209588.062500 Penalty: 723.335205
	Iteration 6Q: 3 clusters Score -209588.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209671.515625 Penalty: 723.335205
	Iteration 7Q: 3 clusters Score -209671.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -209760.484375 Penalty: 723.335205
	Iteration 8Q: 3 clusters Score -209760.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -209870.703125 Penalty: 723.335205
	Iteration 9Q: 3 clusters Score -209870.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -209997.953125 Penalty: 723.335205
	Iteration 10Q: 3 clusters Score -209998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -210128.765625 Penalty: 723.335205
	Iteration 11Q: 3 clusters Score -210128.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -210215.625000 Penalty: 723.335205
	Iteration 12Q: 3 clusters Score -210215.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -210262.781250 Penalty: 723.335205
	Iteration 13Q: 3 clusters Score -210262.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -210293.484375 Penalty: 723.335205
	Iteration 14Q: 3 clusters Score -210293.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -210303.078125 Penalty: 723.335205
	Iteration 15Q: 3 clusters Score -210303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -210307.328125 Penalty: 723.335205
	Iteration 16Q: 3 clusters Score -210307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -210311.375000 Penalty: 723.335205
	Iteration 17Q: 3 clusters Score -210311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -210314.765625 Penalty: 723.335205
	Iteration 18Q: 3 clusters Score -210314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -210318.890625 Penalty: 723.335205
	Iteration 19Q: 3 clusters Score -210318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -210318.890625 Penalty: 723.335205
	Iteration 20F: 3 clusters Score -210318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -116233.320312 Penalty: 335.716461
	Iteration 0F: 2 clusters Score -116233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115052.070312 Penalty: 671.432922
	Iteration 0F: 3 clusters Score -115052.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -115515.632812 Penalty: 671.432922
	Iteration 1F: 3 clusters Score -115515.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115625.007812 Penalty: 671.432922
	Iteration 2F: 3 clusters Score -115625 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115692.593750 Penalty: 671.432922
	Iteration 3F: 3 clusters Score -115692.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115738.117188 Penalty: 671.432922
	Iteration 4Q: 3 clusters Score -115738.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115792.046875 Penalty: 671.432922
	Iteration 5Q: 3 clusters Score -115792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115840.015625 Penalty: 671.432922
	Iteration 6Q: 3 clusters Score -115840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115866.148438 Penalty: 671.432922
	Iteration 7Q: 3 clusters Score -115866.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115892.031250 Penalty: 671.432922
	Iteration 8Q: 3 clusters Score -115892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -115909.398438 Penalty: 671.432922
	Iteration 9Q: 3 clusters Score -115909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -115922.515625 Penalty: 671.432922
	Iteration 10Q: 3 clusters Score -115922.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115935.000000 Penalty: 671.432922
	Iteration 11Q: 3 clusters Score -115935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115945.554688 Penalty: 671.432922
	Iteration 12Q: 3 clusters Score -115945.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115958.804688 Penalty: 671.432922
	Iteration 13Q: 3 clusters Score -115958.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -115969.679688 Penalty: 671.432922
	Iteration 14Q: 3 clusters Score -115969.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115978.406250 Penalty: 671.432922
	Iteration 15Q: 3 clusters Score -115978.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -115986.187500 Penalty: 671.432922
	Iteration 16Q: 3 clusters Score -115986.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -115991.085938 Penalty: 671.432922
	Iteration 17Q: 3 clusters Score -115991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -115998.281250 Penalty: 671.432922
	Iteration 18Q: 3 clusters Score -115998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116005.171875 Penalty: 671.432922
	Iteration 19Q: 3 clusters Score -116005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116006.320312 Penalty: 671.432922
	Iteration 20F: 3 clusters Score -116006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116008.273438 Penalty: 671.432922
	Iteration 21Q: 3 clusters Score -116008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116009.851562 Penalty: 671.432922
	Iteration 22Q: 3 clusters Score -116009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116010.632812 Penalty: 671.432922
	Iteration 23Q: 3 clusters Score -116010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116010.851562 Penalty: 671.432922
	Iteration 24Q: 3 clusters Score -116010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116011.406250 Penalty: 671.432922
	Iteration 25Q: 3 clusters Score -116011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -116011.656250 Penalty: 671.432922
	Iteration 26Q: 3 clusters Score -116011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116011.687500 Penalty: 671.432922
	Iteration 27Q: 3 clusters Score -116011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116011.687500 Penalty: 671.432922
	Iteration 28F: 3 clusters Score -116011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -57481.234375 Penalty: 307.334503
	Iteration 0F: 2 clusters Score -57481.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56777.984375 Penalty: 614.669006
	Iteration 0F: 3 clusters Score -56777.98 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -57072.007812 Penalty: 614.669006
	Iteration 1F: 3 clusters Score -57072.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -57159.019531 Penalty: 614.669006
	Iteration 2F: 3 clusters Score -57159.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57217.437500 Penalty: 614.669006
	Iteration 3F: 3 clusters Score -57217.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57258.859375 Penalty: 614.669006
	Iteration 4Q: 3 clusters Score -57258.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -57284.222656 Penalty: 614.669006
	Iteration 5Q: 3 clusters Score -57284.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -57306.410156 Penalty: 614.669006
	Iteration 6Q: 3 clusters Score -57306.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57316.277344 Penalty: 614.669006
	Iteration 7Q: 3 clusters Score -57316.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57321.066406 Penalty: 614.669006
	Iteration 8Q: 3 clusters Score -57321.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57325.328125 Penalty: 614.669006
	Iteration 9Q: 3 clusters Score -57325.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57328.500000 Penalty: 614.669006
	Iteration 10Q: 3 clusters Score -57328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57330.968750 Penalty: 614.669006
	Iteration 11Q: 3 clusters Score -57330.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57331.906250 Penalty: 614.669006
	Iteration 12Q: 3 clusters Score -57331.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57332.925781 Penalty: 614.669006
	Iteration 13Q: 3 clusters Score -57332.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -57334.171875 Penalty: 614.669006
	Iteration 14Q: 3 clusters Score -57334.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -57335.289062 Penalty: 614.669006
	Iteration 15Q: 3 clusters Score -57335.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57335.675781 Penalty: 614.669006
	Iteration 16Q: 3 clusters Score -57335.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57335.675781 Penalty: 614.669006
	Iteration 17F: 3 clusters Score -57335.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Entering Unmasked Estep 
Score: -1827831.875000 Penalty: 457.226288
	Iteration 0F: 2 clusters Score -1827832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1812486.500000 Penalty: 914.452576
	Iteration 0F: 3 clusters Score -1812486 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1818895.500000 Penalty: 914.452576
	Iteration 1F: 3 clusters Score -1818896 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1819159.500000 Penalty: 914.452576
	Iteration 2Q: 3 clusters Score -1819160 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1819506.375000 Penalty: 914.452576
	Iteration 3Q: 3 clusters Score -1819506 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1820010.375000 Penalty: 914.452576
	Iteration 4Q: 3 clusters Score -1820010 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1820800.500000 Penalty: 914.452576
	Iteration 5F: 3 clusters Score -1820800 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1821819.375000 Penalty: 914.452576
	Iteration 6F: 3 clusters Score -1821819 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1822959.875000 Penalty: 914.452576
	Iteration 7F: 3 clusters Score -1822960 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1823776.875000 Penalty: 914.452576
	Iteration 8F: 3 clusters Score -1823777 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1824126.750000 Penalty: 914.452576
	Iteration 9Q: 3 clusters Score -1824127 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1824272.500000 Penalty: 914.452576
	Iteration 10Q: 3 clusters Score -1824272 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1824388.625000 Penalty: 914.452576
	Iteration 11Q: 3 clusters Score -1824389 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1824519.125000 Penalty: 914.452576
	Iteration 12Q: 3 clusters Score -1824519 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1824659.750000 Penalty: 914.452576
	Iteration 13Q: 3 clusters Score -1824660 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1824825.000000 Penalty: 914.452576
	Iteration 14Q: 3 clusters Score -1824825 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1825017.000000 Penalty: 914.452576
	Iteration 15Q: 3 clusters Score -1825017 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1825249.375000 Penalty: 914.452576
	Iteration 16Q: 3 clusters Score -1825249 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -1825510.750000 Penalty: 914.452576
	Iteration 17Q: 3 clusters Score -1825511 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1825805.000000 Penalty: 914.452576
	Iteration 18Q: 3 clusters Score -1825805 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1826099.625000 Penalty: 914.452576
	Iteration 19Q: 3 clusters Score -1826100 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -1826374.625000 Penalty: 914.452576
	Iteration 20F: 3 clusters Score -1826375 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -1826580.500000 Penalty: 914.452576
	Iteration 21Q: 3 clusters Score -1826580 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1826743.250000 Penalty: 914.452576
	Iteration 22Q: 3 clusters Score -1826743 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1826915.250000 Penalty: 914.452576
	Iteration 23Q: 3 clusters Score -1826915 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -1827043.125000 Penalty: 914.452576
	Iteration 24Q: 3 clusters Score -1827043 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1827144.250000 Penalty: 914.452576
	Iteration 25Q: 3 clusters Score -1827144 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -1827206.250000 Penalty: 914.452576
	Iteration 26Q: 3 clusters Score -1827206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -1827239.000000 Penalty: 914.452576
	Iteration 27Q: 3 clusters Score -1827239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -1827264.625000 Penalty: 914.452576
	Iteration 28Q: 3 clusters Score -1827265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1827286.250000 Penalty: 914.452576
	Iteration 29Q: 3 clusters Score -1827286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -1827300.125000 Penalty: 914.452576
	Iteration 30Q: 3 clusters Score -1827300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -1827308.875000 Penalty: 914.452576
	Iteration 31Q: 3 clusters Score -1827309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -1827313.500000 Penalty: 914.452576
	Iteration 32Q: 3 clusters Score -1827314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -1827322.500000 Penalty: 914.452576
	Iteration 33Q: 3 clusters Score -1827322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1827320.375000 Penalty: 914.452576
	Iteration 34Q: 3 clusters Score -1827320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1827319.625000 Penalty: 914.452576
	Iteration 35Q: 3 clusters Score -1827320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1827319.750000 Penalty: 914.452576
	Iteration 36Q: 3 clusters Score -1827320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1827316.875000 Penalty: 914.452576
	Iteration 37Q: 3 clusters Score -1827317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -1827314.625000 Penalty: 914.452576
	Iteration 38Q: 3 clusters Score -1827315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1827320.500000 Penalty: 914.452576
	Iteration 39Q: 3 clusters Score -1827320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -1827330.500000 Penalty: 914.452576
	Iteration 40F: 3 clusters Score -1827330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1827338.250000 Penalty: 914.452576
	Iteration 41Q: 3 clusters Score -1827338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -1827336.625000 Penalty: 914.452576
	Iteration 42Q: 3 clusters Score -1827337 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1827345.375000 Penalty: 914.452576
	Iteration 43Q: 3 clusters Score -1827345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -1827346.500000 Penalty: 914.452576
	Iteration 44Q: 3 clusters Score -1827346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -1827350.250000 Penalty: 914.452576
	Iteration 45Q: 3 clusters Score -1827350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1827351.125000 Penalty: 914.452576
	Iteration 46Q: 3 clusters Score -1827351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -1827347.250000 Penalty: 914.452576
	Iteration 47Q: 3 clusters Score -1827347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1827346.750000 Penalty: 914.452576
	Iteration 48Q: 3 clusters Score -1827347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -1827344.375000 Penalty: 914.452576
	Iteration 49Q: 3 clusters Score -1827344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -1827347.500000 Penalty: 914.452576
	Iteration 50Q: 3 clusters Score -1827348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1827347.125000 Penalty: 914.452576
	Iteration 51Q: 3 clusters Score -1827347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -1827346.625000 Penalty: 914.452576
	Iteration 52Q: 3 clusters Score -1827347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -1827346.875000 Penalty: 914.452576
	Iteration 53Q: 3 clusters Score -1827347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1827350.000000 Penalty: 914.452576
	Iteration 54Q: 3 clusters Score -1827350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -1827348.000000 Penalty: 914.452576
	Iteration 55Q: 3 clusters Score -1827348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1827348.375000 Penalty: 914.452576
	Iteration 56Q: 3 clusters Score -1827348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1827351.125000 Penalty: 914.452576
	Iteration 57Q: 3 clusters Score -1827351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1827355.000000 Penalty: 914.452576
	Iteration 58Q: 3 clusters Score -1827355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -1827356.375000 Penalty: 914.452576
	Iteration 59Q: 3 clusters Score -1827356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1827356.500000 Penalty: 914.452576
	Iteration 60F: 3 clusters Score -1827356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -1827358.000000 Penalty: 914.452576
	Iteration 61Q: 3 clusters Score -1827358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -1827356.375000 Penalty: 914.452576
	Iteration 62Q: 3 clusters Score -1827356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -1827353.000000 Penalty: 914.452576
	Iteration 63Q: 3 clusters Score -1827353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -1827352.125000 Penalty: 914.452576
	Iteration 64Q: 3 clusters Score -1827352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -1827352.250000 Penalty: 914.452576
	Iteration 65Q: 3 clusters Score -1827352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1827348.000000 Penalty: 914.452576
	Iteration 66Q: 3 clusters Score -1827348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -1827349.125000 Penalty: 914.452576
	Iteration 67Q: 3 clusters Score -1827349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1827348.625000 Penalty: 914.452576
	Iteration 68Q: 3 clusters Score -1827349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -1827347.000000 Penalty: 914.452576
	Iteration 69Q: 3 clusters Score -1827347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -1827349.750000 Penalty: 914.452576
	Iteration 70Q: 3 clusters Score -1827350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -1827348.500000 Penalty: 914.452576
	Iteration 71Q: 3 clusters Score -1827348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -1827352.750000 Penalty: 914.452576
	Iteration 72Q: 3 clusters Score -1827353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1827355.500000 Penalty: 914.452576
	Iteration 73Q: 3 clusters Score -1827356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -1827357.250000 Penalty: 914.452576
	Iteration 74Q: 3 clusters Score -1827357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1827358.625000 Penalty: 914.452576
	Iteration 75Q: 3 clusters Score -1827359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -1827357.625000 Penalty: 914.452576
	Iteration 76Q: 3 clusters Score -1827358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -1827357.500000 Penalty: 914.452576
	Iteration 77Q: 3 clusters Score -1827358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1827359.875000 Penalty: 914.452576
	Iteration 78Q: 3 clusters Score -1827360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -1827366.625000 Penalty: 914.452576
	Iteration 79Q: 3 clusters Score -1827367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -1827366.500000 Penalty: 914.452576
	Iteration 80F: 3 clusters Score -1827366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -1827369.500000 Penalty: 914.452576
	Iteration 81Q: 3 clusters Score -1827370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -1827369.250000 Penalty: 914.452576
	Iteration 82Q: 3 clusters Score -1827369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -1827378.125000 Penalty: 914.452576
	Iteration 83Q: 3 clusters Score -1827378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1827382.875000 Penalty: 914.452576
	Iteration 84Q: 3 clusters Score -1827383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -1827389.250000 Penalty: 914.452576
	Iteration 85Q: 3 clusters Score -1827389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -1827393.250000 Penalty: 914.452576
	Iteration 86Q: 3 clusters Score -1827393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -1827393.125000 Penalty: 914.452576
	Iteration 87Q: 3 clusters Score -1827393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1827397.125000 Penalty: 914.452576
	Iteration 88Q: 3 clusters Score -1827397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -1827395.750000 Penalty: 914.452576
	Iteration 89Q: 3 clusters Score -1827396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1827390.500000 Penalty: 914.452576
	Iteration 90Q: 3 clusters Score -1827390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1827390.750000 Penalty: 914.452576
	Iteration 91Q: 3 clusters Score -1827391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1827389.625000 Penalty: 914.452576
	Iteration 92Q: 3 clusters Score -1827390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -1827394.375000 Penalty: 914.452576
	Iteration 93Q: 3 clusters Score -1827394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -1827403.375000 Penalty: 914.452576
	Iteration 94Q: 3 clusters Score -1827403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -1827405.875000 Penalty: 914.452576
	Iteration 95Q: 3 clusters Score -1827406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -1827410.750000 Penalty: 914.452576
	Iteration 96Q: 3 clusters Score -1827411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -1827417.375000 Penalty: 914.452576
	Iteration 97Q: 3 clusters Score -1827417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -1827419.625000 Penalty: 914.452576
	Iteration 98Q: 3 clusters Score -1827420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -1827426.500000 Penalty: 914.452576
	Iteration 99Q: 3 clusters Score -1827426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1827428.375000 Penalty: 914.452576
	Iteration 100F: 3 clusters Score -1827428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -1827431.375000 Penalty: 914.452576
	Iteration 101Q: 3 clusters Score -1827431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -1827437.500000 Penalty: 914.452576
	Iteration 102Q: 3 clusters Score -1827438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1827435.875000 Penalty: 914.452576
	Iteration 103Q: 3 clusters Score -1827436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1827437.750000 Penalty: 914.452576
	Iteration 104Q: 3 clusters Score -1827438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -1827440.875000 Penalty: 914.452576
	Iteration 105Q: 3 clusters Score -1827441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -1827439.250000 Penalty: 914.452576
	Iteration 106Q: 3 clusters Score -1827439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -1827443.625000 Penalty: 914.452576
	Iteration 107Q: 3 clusters Score -1827444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -1827444.250000 Penalty: 914.452576
	Iteration 108Q: 3 clusters Score -1827444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -1827447.250000 Penalty: 914.452576
	Iteration 109Q: 3 clusters Score -1827447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -1827447.750000 Penalty: 914.452576
	Iteration 110Q: 3 clusters Score -1827448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -1827448.500000 Penalty: 914.452576
	Iteration 111Q: 3 clusters Score -1827448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1827445.500000 Penalty: 914.452576
	Iteration 112Q: 3 clusters Score -1827446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1827446.750000 Penalty: 914.452576
	Iteration 113Q: 3 clusters Score -1827447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -1827446.750000 Penalty: 914.452576
	Iteration 114Q: 3 clusters Score -1827447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -1827446.750000 Penalty: 914.452576
	Iteration 115F: 3 clusters Score -1827447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -568158.187500 Penalty: 402.932678
	Iteration 0F: 2 clusters Score -568158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -563454.187500 Penalty: 805.865356
	Iteration 0F: 3 clusters Score -563454.2 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -565135.562500 Penalty: 805.865356
	Iteration 1F: 3 clusters Score -565135.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -565222.062500 Penalty: 805.865356
	Iteration 2Q: 3 clusters Score -565222.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -565325.000000 Penalty: 805.865356
	Iteration 3Q: 3 clusters Score -565325 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -565479.375000 Penalty: 805.865356
	Iteration 4Q: 3 clusters Score -565479.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -565692.062500 Penalty: 805.865356
	Iteration 5F: 3 clusters Score -565692.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -565914.687500 Penalty: 805.865356
	Iteration 6F: 3 clusters Score -565914.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -566164.437500 Penalty: 805.865356
	Iteration 7F: 3 clusters Score -566164.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -566455.000000 Penalty: 805.865356
	Iteration 8F: 3 clusters Score -566455 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -566748.687500 Penalty: 805.865356
	Iteration 9F: 3 clusters Score -566748.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -566982.875000 Penalty: 805.865356
	Iteration 10Q: 3 clusters Score -566982.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -567161.875000 Penalty: 805.865356
	Iteration 11Q: 3 clusters Score -567161.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -567303.812500 Penalty: 805.865356
	Iteration 12Q: 3 clusters Score -567303.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -567419.000000 Penalty: 805.865356
	Iteration 13Q: 3 clusters Score -567419 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -567544.250000 Penalty: 805.865356
	Iteration 14Q: 3 clusters Score -567544.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -567637.500000 Penalty: 805.865356
	Iteration 15Q: 3 clusters Score -567637.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -567703.187500 Penalty: 805.865356
	Iteration 16Q: 3 clusters Score -567703.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -567747.312500 Penalty: 805.865356
	Iteration 17Q: 3 clusters Score -567747.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -567773.750000 Penalty: 805.865356
	Iteration 18Q: 3 clusters Score -567773.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -567793.125000 Penalty: 805.865356
	Iteration 19Q: 3 clusters Score -567793.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -567809.125000 Penalty: 805.865356
	Iteration 20F: 3 clusters Score -567809.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -567821.750000 Penalty: 805.865356
	Iteration 21Q: 3 clusters Score -567821.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -567826.750000 Penalty: 805.865356
	Iteration 22Q: 3 clusters Score -567826.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -567831.250000 Penalty: 805.865356
	Iteration 23Q: 3 clusters Score -567831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -567832.062500 Penalty: 805.865356
	Iteration 24Q: 3 clusters Score -567832.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -567833.437500 Penalty: 805.865356
	Iteration 25Q: 3 clusters Score -567833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -567835.562500 Penalty: 805.865356
	Iteration 26Q: 3 clusters Score -567835.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -567837.750000 Penalty: 805.865356
	Iteration 27Q: 3 clusters Score -567837.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -567839.375000 Penalty: 805.865356
	Iteration 28Q: 3 clusters Score -567839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -567841.312500 Penalty: 805.865356
	Iteration 29Q: 3 clusters Score -567841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -567841.625000 Penalty: 805.865356
	Iteration 30Q: 3 clusters Score -567841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -567841.500000 Penalty: 805.865356
	Iteration 31Q: 3 clusters Score -567841.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -567842.437500 Penalty: 805.865356
	Iteration 32Q: 3 clusters Score -567842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -567844.062500 Penalty: 805.865356
	Iteration 33Q: 3 clusters Score -567844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -567843.562500 Penalty: 805.865356
	Iteration 34Q: 3 clusters Score -567843.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -567842.375000 Penalty: 805.865356
	Iteration 35Q: 3 clusters Score -567842.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -567843.125000 Penalty: 805.865356
	Iteration 36Q: 3 clusters Score -567843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -567842.000000 Penalty: 805.865356
	Iteration 37Q: 3 clusters Score -567842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -567843.000000 Penalty: 805.865356
	Iteration 38Q: 3 clusters Score -567843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -567842.187500 Penalty: 805.865356
	Iteration 39Q: 3 clusters Score -567842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -567842.812500 Penalty: 805.865356
	Iteration 40F: 3 clusters Score -567842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -567841.562500 Penalty: 805.865356
	Iteration 41Q: 3 clusters Score -567841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -567842.125000 Penalty: 805.865356
	Iteration 42Q: 3 clusters Score -567842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -567842.312500 Penalty: 805.865356
	Iteration 43Q: 3 clusters Score -567842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -567842.687500 Penalty: 805.865356
	Iteration 44Q: 3 clusters Score -567842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -567841.687500 Penalty: 805.865356
	Iteration 45Q: 3 clusters Score -567841.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -567842.312500 Penalty: 805.865356
	Iteration 46Q: 3 clusters Score -567842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -567842.000000 Penalty: 805.865356
	Iteration 47Q: 3 clusters Score -567842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -567843.000000 Penalty: 805.865356
	Iteration 48Q: 3 clusters Score -567843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -567844.312500 Penalty: 805.865356
	Iteration 49Q: 3 clusters Score -567844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -567844.500000 Penalty: 805.865356
	Iteration 50Q: 3 clusters Score -567844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -567844.125000 Penalty: 805.865356
	Iteration 51Q: 3 clusters Score -567844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -567843.312500 Penalty: 805.865356
	Iteration 52Q: 3 clusters Score -567843.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -567842.812500 Penalty: 805.865356
	Iteration 53Q: 3 clusters Score -567842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -567843.375000 Penalty: 805.865356
	Iteration 54Q: 3 clusters Score -567843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -567844.500000 Penalty: 805.865356
	Iteration 55Q: 3 clusters Score -567844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -567845.812500 Penalty: 805.865356
	Iteration 56Q: 3 clusters Score -567845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -567844.500000 Penalty: 805.865356
	Iteration 57Q: 3 clusters Score -567844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -567845.062500 Penalty: 805.865356
	Iteration 58Q: 3 clusters Score -567845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -567846.312500 Penalty: 805.865356
	Iteration 59Q: 3 clusters Score -567846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -567845.062500 Penalty: 805.865356
	Iteration 60F: 3 clusters Score -567845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -567845.687500 Penalty: 805.865356
	Iteration 61Q: 3 clusters Score -567845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -567846.062500 Penalty: 805.865356
	Iteration 62Q: 3 clusters Score -567846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -567846.437500 Penalty: 805.865356
	Iteration 63Q: 3 clusters Score -567846.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -567846.500000 Penalty: 805.865356
	Iteration 64Q: 3 clusters Score -567846.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -567847.312500 Penalty: 805.865356
	Iteration 65Q: 3 clusters Score -567847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -567846.937500 Penalty: 805.865356
	Iteration 66Q: 3 clusters Score -567846.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -567847.625000 Penalty: 805.865356
	Iteration 67Q: 3 clusters Score -567847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -567845.625000 Penalty: 805.865356
	Iteration 68Q: 3 clusters Score -567845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -567846.437500 Penalty: 805.865356
	Iteration 69Q: 3 clusters Score -567846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -567846.437500 Penalty: 805.865356
	Iteration 70Q: 3 clusters Score -567846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -567846.625000 Penalty: 805.865356
	Iteration 71Q: 3 clusters Score -567846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -567845.812500 Penalty: 805.865356
	Iteration 72Q: 3 clusters Score -567845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -567848.125000 Penalty: 805.865356
	Iteration 73Q: 3 clusters Score -567848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -567848.375000 Penalty: 805.865356
	Iteration 74Q: 3 clusters Score -567848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -567848.562500 Penalty: 805.865356
	Iteration 75Q: 3 clusters Score -567848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -567848.375000 Penalty: 805.865356
	Iteration 76Q: 3 clusters Score -567848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -567848.750000 Penalty: 805.865356
	Iteration 77Q: 3 clusters Score -567848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -567848.312500 Penalty: 805.865356
	Iteration 78Q: 3 clusters Score -567848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -567848.312500 Penalty: 805.865356
	Iteration 79F: 3 clusters Score -567848.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -66955.335938 Penalty: 308.175171
	Iteration 0F: 2 clusters Score -66955.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -66226.015625 Penalty: 616.350342
	Iteration 0F: 3 clusters Score -66226.02 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66423.671875 Penalty: 616.350342
	Iteration 1F: 3 clusters Score -66423.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66468.343750 Penalty: 616.350342
	Iteration 2F: 3 clusters Score -66468.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66502.875000 Penalty: 616.350342
	Iteration 3F: 3 clusters Score -66502.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66542.890625 Penalty: 616.350342
	Iteration 4Q: 3 clusters Score -66542.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66561.656250 Penalty: 616.350342
	Iteration 5Q: 3 clusters Score -66561.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66582.867188 Penalty: 616.350342
	Iteration 6Q: 3 clusters Score -66582.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66601.695312 Penalty: 616.350342
	Iteration 7Q: 3 clusters Score -66601.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66614.679688 Penalty: 616.350342
	Iteration 8Q: 3 clusters Score -66614.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66629.648438 Penalty: 616.350342
	Iteration 9Q: 3 clusters Score -66629.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66641.304688 Penalty: 616.350342
	Iteration 10Q: 3 clusters Score -66641.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66648.812500 Penalty: 616.350342
	Iteration 11Q: 3 clusters Score -66648.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66659.242188 Penalty: 616.350342
	Iteration 12Q: 3 clusters Score -66659.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66666.273438 Penalty: 616.350342
	Iteration 13Q: 3 clusters Score -66666.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66669.414062 Penalty: 616.350342
	Iteration 14Q: 3 clusters Score -66669.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66670.296875 Penalty: 616.350342
	Iteration 15Q: 3 clusters Score -66670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66671.500000 Penalty: 616.350342
	Iteration 16Q: 3 clusters Score -66671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -66672.976562 Penalty: 616.350342
	Iteration 17Q: 3 clusters Score -66672.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -66675.031250 Penalty: 616.350342
	Iteration 18Q: 3 clusters Score -66675.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66675.437500 Penalty: 616.350342
	Iteration 19Q: 3 clusters Score -66675.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66676.226562 Penalty: 616.350342
	Iteration 20F: 3 clusters Score -66676.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -66678.757812 Penalty: 616.350342
	Iteration 21Q: 3 clusters Score -66678.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -66680.539062 Penalty: 616.350342
	Iteration 22Q: 3 clusters Score -66680.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -66681.710938 Penalty: 616.350342
	Iteration 23Q: 3 clusters Score -66681.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -66681.710938 Penalty: 616.350342
	Iteration 24F: 3 clusters Score -66681.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9439.470703 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9439.471 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 97 members 
Entering Unmasked Estep 
Score: -9210.137695 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -9210.138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9320.246094 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -9320.246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9342.848633 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -9342.849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9348.362305 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -9348.362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9354.887695 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -9354.888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9356.047852 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -9356.048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9357.519531 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -9357.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9357.519531 Penalty: 466.820770
	Iteration 7F: 3 clusters Score -9357.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Entering Unmasked Estep 
Score: -2834445.500000 Penalty: 477.733063
	Iteration 0F: 2 clusters Score -2834446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2810266.500000 Penalty: 955.466125
	Iteration 0F: 3 clusters Score -2810266 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2820365.500000 Penalty: 955.466125
	Iteration 1F: 3 clusters Score -2820366 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2820804.250000 Penalty: 955.466125
	Iteration 2Q: 3 clusters Score -2820804 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2821561.500000 Penalty: 955.466125
	Iteration 3Q: 3 clusters Score -2821562 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2822786.500000 Penalty: 955.466125
	Iteration 4F: 3 clusters Score -2822786 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2824695.750000 Penalty: 955.466125
	Iteration 5F: 3 clusters Score -2824696 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2827164.250000 Penalty: 955.466125
	Iteration 6F: 3 clusters Score -2827164 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2829870.000000 Penalty: 955.466125
	Iteration 7F: 3 clusters Score -2829870 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2832196.250000 Penalty: 955.466125
	Iteration 8F: 3 clusters Score -2832196 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2833239.000000 Penalty: 955.466125
	Iteration 9Q: 3 clusters Score -2833239 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2833583.750000 Penalty: 955.466125
	Iteration 10Q: 3 clusters Score -2833584 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2833738.000000 Penalty: 955.466125
	Iteration 11Q: 3 clusters Score -2833738 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2833840.500000 Penalty: 955.466125
	Iteration 12Q: 3 clusters Score -2833840 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2833870.250000 Penalty: 955.466125
	Iteration 13Q: 3 clusters Score -2833870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2833914.250000 Penalty: 955.466125
	Iteration 14Q: 3 clusters Score -2833914 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2833947.000000 Penalty: 955.466125
	Iteration 15Q: 3 clusters Score -2833947 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2833980.500000 Penalty: 955.466125
	Iteration 16Q: 3 clusters Score -2833980 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2834008.000000 Penalty: 955.466125
	Iteration 17Q: 3 clusters Score -2834008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2834030.500000 Penalty: 955.466125
	Iteration 18Q: 3 clusters Score -2834030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2834039.000000 Penalty: 955.466125
	Iteration 19Q: 3 clusters Score -2834039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2834062.250000 Penalty: 955.466125
	Iteration 20F: 3 clusters Score -2834062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2834065.500000 Penalty: 955.466125
	Iteration 21Q: 3 clusters Score -2834066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2834069.500000 Penalty: 955.466125
	Iteration 22Q: 3 clusters Score -2834070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2834074.250000 Penalty: 955.466125
	Iteration 23Q: 3 clusters Score -2834074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2834079.250000 Penalty: 955.466125
	Iteration 24Q: 3 clusters Score -2834079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2834085.750000 Penalty: 955.466125
	Iteration 25Q: 3 clusters Score -2834086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2834097.500000 Penalty: 955.466125
	Iteration 26Q: 3 clusters Score -2834098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2834103.000000 Penalty: 955.466125
	Iteration 27Q: 3 clusters Score -2834103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2834096.250000 Penalty: 955.466125
	Iteration 28Q: 3 clusters Score -2834096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2834096.000000 Penalty: 955.466125
	Iteration 29Q: 3 clusters Score -2834096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2834105.500000 Penalty: 955.466125
	Iteration 30Q: 3 clusters Score -2834106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2834112.750000 Penalty: 955.466125
	Iteration 31Q: 3 clusters Score -2834113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2834105.250000 Penalty: 955.466125
	Iteration 32Q: 3 clusters Score -2834105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2834107.000000 Penalty: 955.466125
	Iteration 33Q: 3 clusters Score -2834107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2834107.000000 Penalty: 955.466125
	Iteration 34Q: 3 clusters Score -2834107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2834120.250000 Penalty: 955.466125
	Iteration 35Q: 3 clusters Score -2834120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2834121.000000 Penalty: 955.466125
	Iteration 36Q: 3 clusters Score -2834121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2834123.750000 Penalty: 955.466125
	Iteration 37Q: 3 clusters Score -2834124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2834131.750000 Penalty: 955.466125
	Iteration 38Q: 3 clusters Score -2834132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2834146.500000 Penalty: 955.466125
	Iteration 39Q: 3 clusters Score -2834146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2834148.250000 Penalty: 955.466125
	Iteration 40F: 3 clusters Score -2834148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2834145.000000 Penalty: 955.466125
	Iteration 41Q: 3 clusters Score -2834145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2834154.000000 Penalty: 955.466125
	Iteration 42Q: 3 clusters Score -2834154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2834164.500000 Penalty: 955.466125
	Iteration 43Q: 3 clusters Score -2834164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2834157.750000 Penalty: 955.466125
	Iteration 44Q: 3 clusters Score -2834158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2834164.750000 Penalty: 955.466125
	Iteration 45Q: 3 clusters Score -2834165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2834159.500000 Penalty: 955.466125
	Iteration 46Q: 3 clusters Score -2834160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2834163.000000 Penalty: 955.466125
	Iteration 47Q: 3 clusters Score -2834163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2834160.500000 Penalty: 955.466125
	Iteration 48Q: 3 clusters Score -2834160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2834170.000000 Penalty: 955.466125
	Iteration 49Q: 3 clusters Score -2834170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2834172.750000 Penalty: 955.466125
	Iteration 50Q: 3 clusters Score -2834173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2834171.250000 Penalty: 955.466125
	Iteration 51Q: 3 clusters Score -2834171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2834170.500000 Penalty: 955.466125
	Iteration 52Q: 3 clusters Score -2834170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2834180.250000 Penalty: 955.466125
	Iteration 53Q: 3 clusters Score -2834180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2834178.500000 Penalty: 955.466125
	Iteration 54Q: 3 clusters Score -2834178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2834185.500000 Penalty: 955.466125
	Iteration 55Q: 3 clusters Score -2834186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2834189.500000 Penalty: 955.466125
	Iteration 56Q: 3 clusters Score -2834190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2834187.500000 Penalty: 955.466125
	Iteration 57Q: 3 clusters Score -2834188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2834192.750000 Penalty: 955.466125
	Iteration 58Q: 3 clusters Score -2834193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2834187.250000 Penalty: 955.466125
	Iteration 59Q: 3 clusters Score -2834187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2834186.000000 Penalty: 955.466125
	Iteration 60F: 3 clusters Score -2834186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2834183.000000 Penalty: 955.466125
	Iteration 61Q: 3 clusters Score -2834183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2834187.000000 Penalty: 955.466125
	Iteration 62Q: 3 clusters Score -2834187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2834184.250000 Penalty: 955.466125
	Iteration 63Q: 3 clusters Score -2834184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2834190.250000 Penalty: 955.466125
	Iteration 64Q: 3 clusters Score -2834190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2834194.500000 Penalty: 955.466125
	Iteration 65Q: 3 clusters Score -2834194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2834196.250000 Penalty: 955.466125
	Iteration 66Q: 3 clusters Score -2834196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2834193.000000 Penalty: 955.466125
	Iteration 67Q: 3 clusters Score -2834193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2834195.250000 Penalty: 955.466125
	Iteration 68Q: 3 clusters Score -2834195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2834200.500000 Penalty: 955.466125
	Iteration 69Q: 3 clusters Score -2834200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2834200.000000 Penalty: 955.466125
	Iteration 70Q: 3 clusters Score -2834200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2834201.500000 Penalty: 955.466125
	Iteration 71Q: 3 clusters Score -2834202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2834203.500000 Penalty: 955.466125
	Iteration 72Q: 3 clusters Score -2834204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2834209.500000 Penalty: 955.466125
	Iteration 73Q: 3 clusters Score -2834210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2834206.500000 Penalty: 955.466125
	Iteration 74Q: 3 clusters Score -2834206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2834205.000000 Penalty: 955.466125
	Iteration 75Q: 3 clusters Score -2834205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2834209.000000 Penalty: 955.466125
	Iteration 76Q: 3 clusters Score -2834209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2834207.250000 Penalty: 955.466125
	Iteration 77Q: 3 clusters Score -2834207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2834208.750000 Penalty: 955.466125
	Iteration 78Q: 3 clusters Score -2834209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2834208.750000 Penalty: 955.466125
	Iteration 79Q: 3 clusters Score -2834209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2834210.500000 Penalty: 955.466125
	Iteration 80F: 3 clusters Score -2834210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2834211.000000 Penalty: 955.466125
	Iteration 81Q: 3 clusters Score -2834211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2834210.250000 Penalty: 955.466125
	Iteration 82Q: 3 clusters Score -2834210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2834210.750000 Penalty: 955.466125
	Iteration 83Q: 3 clusters Score -2834211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2834213.500000 Penalty: 955.466125
	Iteration 84Q: 3 clusters Score -2834214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2834217.000000 Penalty: 955.466125
	Iteration 85Q: 3 clusters Score -2834217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2834208.750000 Penalty: 955.466125
	Iteration 86Q: 3 clusters Score -2834209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2834211.750000 Penalty: 955.466125
	Iteration 87Q: 3 clusters Score -2834212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2834210.500000 Penalty: 955.466125
	Iteration 88Q: 3 clusters Score -2834210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2834214.500000 Penalty: 955.466125
	Iteration 89Q: 3 clusters Score -2834214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2834211.250000 Penalty: 955.466125
	Iteration 90Q: 3 clusters Score -2834211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2834215.250000 Penalty: 955.466125
	Iteration 91Q: 3 clusters Score -2834215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2834214.250000 Penalty: 955.466125
	Iteration 92Q: 3 clusters Score -2834214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2834212.000000 Penalty: 955.466125
	Iteration 93Q: 3 clusters Score -2834212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2834215.500000 Penalty: 955.466125
	Iteration 94Q: 3 clusters Score -2834216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2834213.500000 Penalty: 955.466125
	Iteration 95Q: 3 clusters Score -2834214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2834215.000000 Penalty: 955.466125
	Iteration 96Q: 3 clusters Score -2834215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2834214.500000 Penalty: 955.466125
	Iteration 97Q: 3 clusters Score -2834214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2834212.500000 Penalty: 955.466125
	Iteration 98Q: 3 clusters Score -2834212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2834215.000000 Penalty: 955.466125
	Iteration 99Q: 3 clusters Score -2834215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2834209.750000 Penalty: 955.466125
	Iteration 100F: 3 clusters Score -2834210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2834213.750000 Penalty: 955.466125
	Iteration 101Q: 3 clusters Score -2834214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2834216.750000 Penalty: 955.466125
	Iteration 102Q: 3 clusters Score -2834217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2834216.500000 Penalty: 955.466125
	Iteration 103Q: 3 clusters Score -2834216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2834212.750000 Penalty: 955.466125
	Iteration 104Q: 3 clusters Score -2834213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2834216.250000 Penalty: 955.466125
	Iteration 105Q: 3 clusters Score -2834216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2834216.000000 Penalty: 955.466125
	Iteration 106Q: 3 clusters Score -2834216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2834216.500000 Penalty: 955.466125
	Iteration 107Q: 3 clusters Score -2834216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2834215.000000 Penalty: 955.466125
	Iteration 108Q: 3 clusters Score -2834215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2834211.500000 Penalty: 955.466125
	Iteration 109Q: 3 clusters Score -2834212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2834213.750000 Penalty: 955.466125
	Iteration 110Q: 3 clusters Score -2834214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2834217.250000 Penalty: 955.466125
	Iteration 111Q: 3 clusters Score -2834217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2834221.750000 Penalty: 955.466125
	Iteration 112Q: 3 clusters Score -2834222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2834216.750000 Penalty: 955.466125
	Iteration 113Q: 3 clusters Score -2834217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2834216.500000 Penalty: 955.466125
	Iteration 114Q: 3 clusters Score -2834216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2834211.250000 Penalty: 955.466125
	Iteration 115Q: 3 clusters Score -2834211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2834212.000000 Penalty: 955.466125
	Iteration 116Q: 3 clusters Score -2834212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2834215.500000 Penalty: 955.466125
	Iteration 117Q: 3 clusters Score -2834216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2834218.000000 Penalty: 955.466125
	Iteration 118Q: 3 clusters Score -2834218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2834218.750000 Penalty: 955.466125
	Iteration 119Q: 3 clusters Score -2834219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2834217.500000 Penalty: 955.466125
	Iteration 120F: 3 clusters Score -2834218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2834220.000000 Penalty: 955.466125
	Iteration 121Q: 3 clusters Score -2834220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2834215.500000 Penalty: 955.466125
	Iteration 122Q: 3 clusters Score -2834216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2834214.500000 Penalty: 955.466125
	Iteration 123Q: 3 clusters Score -2834214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2834213.750000 Penalty: 955.466125
	Iteration 124Q: 3 clusters Score -2834214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2834212.750000 Penalty: 955.466125
	Iteration 125Q: 3 clusters Score -2834213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2834215.750000 Penalty: 955.466125
	Iteration 126Q: 3 clusters Score -2834216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2834213.250000 Penalty: 955.466125
	Iteration 127Q: 3 clusters Score -2834213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2834210.250000 Penalty: 955.466125
	Iteration 128Q: 3 clusters Score -2834210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2834212.250000 Penalty: 955.466125
	Iteration 129Q: 3 clusters Score -2834212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2834212.500000 Penalty: 955.466125
	Iteration 130Q: 3 clusters Score -2834212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2834209.750000 Penalty: 955.466125
	Iteration 131Q: 3 clusters Score -2834210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2834209.250000 Penalty: 955.466125
	Iteration 132Q: 3 clusters Score -2834209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2834210.500000 Penalty: 955.466125
	Iteration 133Q: 3 clusters Score -2834210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2834210.250000 Penalty: 955.466125
	Iteration 134Q: 3 clusters Score -2834210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2834209.750000 Penalty: 955.466125
	Iteration 135Q: 3 clusters Score -2834210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2834209.750000 Penalty: 955.466125
	Iteration 136F: 3 clusters Score -2834210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -12187.392578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -12187.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11811.966797 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -11811.97 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11999.472656 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -11999.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12046.771484 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -12046.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12051.655273 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -12051.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12052.733398 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -12052.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12052.733398 Penalty: 541.271179
	Iteration 5F: 3 clusters Score -12052.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Entering Unmasked Estep 
Score: -1516635.250000 Penalty: 448.570831
	Iteration 0F: 2 clusters Score -1516635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1503917.375000 Penalty: 897.141663
	Iteration 0F: 3 clusters Score -1503917 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1508966.000000 Penalty: 897.141663
	Iteration 1F: 3 clusters Score -1508966 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1509132.750000 Penalty: 897.141663
	Iteration 2Q: 3 clusters Score -1509133 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1509378.750000 Penalty: 897.141663
	Iteration 3Q: 3 clusters Score -1509379 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1509767.625000 Penalty: 897.141663
	Iteration 4Q: 3 clusters Score -1509768 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1510382.000000 Penalty: 897.141663
	Iteration 5F: 3 clusters Score -1510382 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1511371.000000 Penalty: 897.141663
	Iteration 6F: 3 clusters Score -1511371 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1512706.875000 Penalty: 897.141663
	Iteration 7F: 3 clusters Score -1512707 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1513953.375000 Penalty: 897.141663
	Iteration 8F: 3 clusters Score -1513953 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1514841.125000 Penalty: 897.141663
	Iteration 9Q: 3 clusters Score -1514841 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1515410.375000 Penalty: 897.141663
	Iteration 10Q: 3 clusters Score -1515410 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -1515756.375000 Penalty: 897.141663
	Iteration 11Q: 3 clusters Score -1515756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1515941.000000 Penalty: 897.141663
	Iteration 12Q: 3 clusters Score -1515941 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -1516052.000000 Penalty: 897.141663
	Iteration 13Q: 3 clusters Score -1516052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1516118.250000 Penalty: 897.141663
	Iteration 14Q: 3 clusters Score -1516118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -1516162.250000 Penalty: 897.141663
	Iteration 15Q: 3 clusters Score -1516162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -1516195.500000 Penalty: 897.141663
	Iteration 16Q: 3 clusters Score -1516196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -1516214.500000 Penalty: 897.141663
	Iteration 17Q: 3 clusters Score -1516214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -1516236.125000 Penalty: 897.141663
	Iteration 18Q: 3 clusters Score -1516236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1516248.000000 Penalty: 897.141663
	Iteration 19Q: 3 clusters Score -1516248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1516251.750000 Penalty: 897.141663
	Iteration 20F: 3 clusters Score -1516252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1516253.000000 Penalty: 897.141663
	Iteration 21Q: 3 clusters Score -1516253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1516254.625000 Penalty: 897.141663
	Iteration 22Q: 3 clusters Score -1516255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1516256.250000 Penalty: 897.141663
	Iteration 23Q: 3 clusters Score -1516256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1516257.000000 Penalty: 897.141663
	Iteration 24Q: 3 clusters Score -1516257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1516259.500000 Penalty: 897.141663
	Iteration 25Q: 3 clusters Score -1516260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1516260.125000 Penalty: 897.141663
	Iteration 26Q: 3 clusters Score -1516260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1516261.375000 Penalty: 897.141663
	Iteration 27Q: 3 clusters Score -1516261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1516260.625000 Penalty: 897.141663
	Iteration 28Q: 3 clusters Score -1516261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1516261.625000 Penalty: 897.141663
	Iteration 29Q: 3 clusters Score -1516262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1516261.625000 Penalty: 897.141663
	Iteration 30F: 3 clusters Score -1516262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Entering Unmasked Estep 
Score: -1850389.125000 Penalty: 456.258057
	Iteration 0F: 2 clusters Score -1850389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1835708.625000 Penalty: 912.516113
	Iteration 0F: 3 clusters Score -1835709 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1842648.500000 Penalty: 912.516113
	Iteration 1F: 3 clusters Score -1842648 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1843483.250000 Penalty: 912.516113
	Iteration 2F: 3 clusters Score -1843483 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1844656.000000 Penalty: 912.516113
	Iteration 3F: 3 clusters Score -1844656 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1846341.500000 Penalty: 912.516113
	Iteration 4F: 3 clusters Score -1846342 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1848106.625000 Penalty: 912.516113
	Iteration 5F: 3 clusters Score -1848107 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1849304.875000 Penalty: 912.516113
	Iteration 6F: 3 clusters Score -1849305 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -1849769.750000 Penalty: 912.516113
	Iteration 7Q: 3 clusters Score -1849770 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -1849913.000000 Penalty: 912.516113
	Iteration 8Q: 3 clusters Score -1849913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -1849960.500000 Penalty: 912.516113
	Iteration 9Q: 3 clusters Score -1849960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1849989.500000 Penalty: 912.516113
	Iteration 10Q: 3 clusters Score -1849990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1849996.375000 Penalty: 912.516113
	Iteration 11Q: 3 clusters Score -1849996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1850001.625000 Penalty: 912.516113
	Iteration 12Q: 3 clusters Score -1850002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1850002.375000 Penalty: 912.516113
	Iteration 13Q: 3 clusters Score -1850002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1850002.375000 Penalty: 912.516113
	Iteration 14F: 3 clusters Score -1850002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -31930.929688 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -31930.93 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 264 members 
Entering Unmasked Estep 
Score: -31417.386719 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -31417.39 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -31583.572266 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -31583.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -31638.037109 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -31638.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31667.365234 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -31667.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31699.496094 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -31699.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31721.587891 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -31721.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31726.398438 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -31726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -31731.437500 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -31731.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31733.169922 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -31733.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31737.583984 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -31737.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31741.695312 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -31741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -31744.238281 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -31744.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31745.597656 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -31745.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31747.050781 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -31747.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31747.742188 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -31747.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31747.742188 Penalty: 575.189941
	Iteration 15F: 3 clusters Score -31747.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -13318.079102 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13318.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13002.135742 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13002.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13110.936523 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13110.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13127.280273 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13127.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13137.792969 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13137.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13142.891602 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13142.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13146.150391 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13146.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13149.883789 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13149.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13151.264648 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -13151.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13153.440430 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -13153.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13153.440430 Penalty: 509.118713
	Iteration 9F: 3 clusters Score -13153.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7729.241699 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7729.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7552.861816 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7552.862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7630.037598 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7630.038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7646.186035 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7646.186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7649.563965 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7649.564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7653.963379 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7653.963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7653.963379 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -7653.963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -95379.750000 Penalty: 326.205444
	Iteration 0F: 2 clusters Score -95379.75 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 656 members 
Entering Unmasked Estep 
Score: -94382.453125 Penalty: 652.410889
	Iteration 0F: 3 clusters Score -94382.45 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94690.882812 Penalty: 652.410889
	Iteration 1F: 3 clusters Score -94690.88 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94775.328125 Penalty: 652.410889
	Iteration 2F: 3 clusters Score -94775.33 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -94878.750000 Penalty: 652.410889
	Iteration 3F: 3 clusters Score -94878.75 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94988.351562 Penalty: 652.410889
	Iteration 4F: 3 clusters Score -94988.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95064.281250 Penalty: 652.410889
	Iteration 5F: 3 clusters Score -95064.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95108.726562 Penalty: 652.410889
	Iteration 6Q: 3 clusters Score -95108.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95139.382812 Penalty: 652.410889
	Iteration 7Q: 3 clusters Score -95139.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95158.414062 Penalty: 652.410889
	Iteration 8Q: 3 clusters Score -95158.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -95169.968750 Penalty: 652.410889
	Iteration 9Q: 3 clusters Score -95169.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -95181.031250 Penalty: 652.410889
	Iteration 10Q: 3 clusters Score -95181.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -95196.726562 Penalty: 652.410889
	Iteration 11Q: 3 clusters Score -95196.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95206.296875 Penalty: 652.410889
	Iteration 12Q: 3 clusters Score -95206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -95208.843750 Penalty: 652.410889
	Iteration 13Q: 3 clusters Score -95208.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -95210.406250 Penalty: 652.410889
	Iteration 14Q: 3 clusters Score -95210.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -95213.820312 Penalty: 652.410889
	Iteration 15Q: 3 clusters Score -95213.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -95217.203125 Penalty: 652.410889
	Iteration 16Q: 3 clusters Score -95217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -95220.960938 Penalty: 652.410889
	Iteration 17Q: 3 clusters Score -95220.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -95226.828125 Penalty: 652.410889
	Iteration 18Q: 3 clusters Score -95226.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -95231.742188 Penalty: 652.410889
	Iteration 19Q: 3 clusters Score -95231.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -95233.210938 Penalty: 652.410889
	Iteration 20F: 3 clusters Score -95233.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -95234.265625 Penalty: 652.410889
	Iteration 21Q: 3 clusters Score -95234.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -95234.812500 Penalty: 652.410889
	Iteration 22Q: 3 clusters Score -95234.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -95235.203125 Penalty: 652.410889
	Iteration 23Q: 3 clusters Score -95235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -95235.382812 Penalty: 652.410889
	Iteration 24Q: 3 clusters Score -95235.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -95235.382812 Penalty: 652.410889
	Iteration 25F: 3 clusters Score -95235.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -313285.125000 Penalty: 382.096893
	Iteration 0F: 2 clusters Score -313285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -310320.281250 Penalty: 764.193787
	Iteration 0F: 3 clusters Score -310320.3 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -311459.781250 Penalty: 764.193787
	Iteration 1F: 3 clusters Score -311459.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -311590.312500 Penalty: 764.193787
	Iteration 2F: 3 clusters Score -311590.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -311726.218750 Penalty: 764.193787
	Iteration 3F: 3 clusters Score -311726.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -311877.406250 Penalty: 764.193787
	Iteration 4F: 3 clusters Score -311877.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -312092.625000 Penalty: 764.193787
	Iteration 5F: 3 clusters Score -312092.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -312369.843750 Penalty: 764.193787
	Iteration 6F: 3 clusters Score -312369.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -312636.218750 Penalty: 764.193787
	Iteration 7F: 3 clusters Score -312636.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -312809.375000 Penalty: 764.193787
	Iteration 8Q: 3 clusters Score -312809.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -312900.406250 Penalty: 764.193787
	Iteration 9Q: 3 clusters Score -312900.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -312951.843750 Penalty: 764.193787
	Iteration 10Q: 3 clusters Score -312951.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -312983.687500 Penalty: 764.193787
	Iteration 11Q: 3 clusters Score -312983.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -313010.031250 Penalty: 764.193787
	Iteration 12Q: 3 clusters Score -313010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -313022.031250 Penalty: 764.193787
	Iteration 13Q: 3 clusters Score -313022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -313033.250000 Penalty: 764.193787
	Iteration 14Q: 3 clusters Score -313033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -313042.156250 Penalty: 764.193787
	Iteration 15Q: 3 clusters Score -313042.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -313043.375000 Penalty: 764.193787
	Iteration 16Q: 3 clusters Score -313043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -313043.718750 Penalty: 764.193787
	Iteration 17Q: 3 clusters Score -313043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -313045.812500 Penalty: 764.193787
	Iteration 18Q: 3 clusters Score -313045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -313046.500000 Penalty: 764.193787
	Iteration 19Q: 3 clusters Score -313046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -313048.437500 Penalty: 764.193787
	Iteration 20F: 3 clusters Score -313048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -313049.156250 Penalty: 764.193787
	Iteration 21Q: 3 clusters Score -313049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -313050.968750 Penalty: 764.193787
	Iteration 22Q: 3 clusters Score -313051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -313052.562500 Penalty: 764.193787
	Iteration 23Q: 3 clusters Score -313052.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -313053.375000 Penalty: 764.193787
	Iteration 24Q: 3 clusters Score -313053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -313054.312500 Penalty: 764.193787
	Iteration 25Q: 3 clusters Score -313054.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -313057.187500 Penalty: 764.193787
	Iteration 26Q: 3 clusters Score -313057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -313061.000000 Penalty: 764.193787
	Iteration 27Q: 3 clusters Score -313061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -313064.125000 Penalty: 764.193787
	Iteration 28Q: 3 clusters Score -313064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -313077.500000 Penalty: 764.193787
	Iteration 29Q: 3 clusters Score -313077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -313091.093750 Penalty: 764.193787
	Iteration 30Q: 3 clusters Score -313091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -313096.218750 Penalty: 764.193787
	Iteration 31Q: 3 clusters Score -313096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -313110.062500 Penalty: 764.193787
	Iteration 32Q: 3 clusters Score -313110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -313131.031250 Penalty: 764.193787
	Iteration 33Q: 3 clusters Score -313131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -313142.781250 Penalty: 764.193787
	Iteration 34Q: 3 clusters Score -313142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -313146.562500 Penalty: 764.193787
	Iteration 35Q: 3 clusters Score -313146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -313150.593750 Penalty: 764.193787
	Iteration 36Q: 3 clusters Score -313150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -313154.062500 Penalty: 764.193787
	Iteration 37Q: 3 clusters Score -313154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -313155.281250 Penalty: 764.193787
	Iteration 38Q: 3 clusters Score -313155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -313155.281250 Penalty: 764.193787
	Iteration 39F: 3 clusters Score -313155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 150 members 
Entering Unmasked Estep 
Score: -19500.667969 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19500.67 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19610.564453 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19610.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19643.412109 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19643.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19659.789062 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19659.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19666.222656 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19666.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19672.453125 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19672.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19677.175781 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19677.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19752.761719 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19752.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19775.257812 Penalty: 517.514771
	Iteration 8F: 3 clusters Score -19775.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19782.951172 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19782.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19787.750000 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19787.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19789.591797 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19789.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19791.121094 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -19791.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19791.121094 Penalty: 517.514771
	Iteration 13F: 3 clusters Score -19791.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -41128.625000 Penalty: 286.852417
	Iteration 0F: 2 clusters Score -41128.62 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 287 members 
Entering Unmasked Estep 
Score: -40624.582031 Penalty: 573.704834
	Iteration 0F: 3 clusters Score -40624.58 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40733.050781 Penalty: 573.704834
	Iteration 1F: 3 clusters Score -40733.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40766.679688 Penalty: 573.704834
	Iteration 2F: 3 clusters Score -40766.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40787.281250 Penalty: 573.704834
	Iteration 3Q: 3 clusters Score -40787.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -40806.949219 Penalty: 573.704834
	Iteration 4Q: 3 clusters Score -40806.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40821.113281 Penalty: 573.704834
	Iteration 5Q: 3 clusters Score -40821.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40834.882812 Penalty: 573.704834
	Iteration 6Q: 3 clusters Score -40834.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40851.648438 Penalty: 573.704834
	Iteration 7Q: 3 clusters Score -40851.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -40865.656250 Penalty: 573.704834
	Iteration 8Q: 3 clusters Score -40865.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -40876.281250 Penalty: 573.704834
	Iteration 9Q: 3 clusters Score -40876.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40885.925781 Penalty: 573.704834
	Iteration 10Q: 3 clusters Score -40885.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -40890.527344 Penalty: 573.704834
	Iteration 11Q: 3 clusters Score -40890.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40896.066406 Penalty: 573.704834
	Iteration 12Q: 3 clusters Score -40896.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -40903.480469 Penalty: 573.704834
	Iteration 13Q: 3 clusters Score -40903.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -40917.593750 Penalty: 573.704834
	Iteration 14Q: 3 clusters Score -40917.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -40929.937500 Penalty: 573.704834
	Iteration 15Q: 3 clusters Score -40929.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -40935.441406 Penalty: 573.704834
	Iteration 16Q: 3 clusters Score -40935.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40937.878906 Penalty: 573.704834
	Iteration 17Q: 3 clusters Score -40937.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -40939.613281 Penalty: 573.704834
	Iteration 18Q: 3 clusters Score -40939.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -40940.312500 Penalty: 573.704834
	Iteration 19Q: 3 clusters Score -40940.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40941.273438 Penalty: 573.704834
	Iteration 20F: 3 clusters Score -40941.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -96114.093750 Penalty: 321.446533
	Iteration 0F: 2 clusters Score -96114.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95191.257812 Penalty: 642.893066
	Iteration 0F: 3 clusters Score -95191.26 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -95446.695312 Penalty: 642.893066
	Iteration 1F: 3 clusters Score -95446.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -95487.890625 Penalty: 642.893066
	Iteration 2F: 3 clusters Score -95487.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -95507.250000 Penalty: 642.893066
	Iteration 3Q: 3 clusters Score -95507.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -95521.359375 Penalty: 642.893066
	Iteration 4Q: 3 clusters Score -95521.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -95531.679688 Penalty: 642.893066
	Iteration 5Q: 3 clusters Score -95531.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -95540.210938 Penalty: 642.893066
	Iteration 6Q: 3 clusters Score -95540.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -95549.726562 Penalty: 642.893066
	Iteration 7Q: 3 clusters Score -95549.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -95558.554688 Penalty: 642.893066
	Iteration 8Q: 3 clusters Score -95558.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -95567.476562 Penalty: 642.893066
	Iteration 9Q: 3 clusters Score -95567.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -95573.796875 Penalty: 642.893066
	Iteration 10Q: 3 clusters Score -95573.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95581.148438 Penalty: 642.893066
	Iteration 11Q: 3 clusters Score -95581.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -95590.742188 Penalty: 642.893066
	Iteration 12Q: 3 clusters Score -95590.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -95598.375000 Penalty: 642.893066
	Iteration 13Q: 3 clusters Score -95598.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -95605.429688 Penalty: 642.893066
	Iteration 14Q: 3 clusters Score -95605.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -95613.882812 Penalty: 642.893066
	Iteration 15Q: 3 clusters Score -95613.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -95623.359375 Penalty: 642.893066
	Iteration 16Q: 3 clusters Score -95623.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -95632.671875 Penalty: 642.893066
	Iteration 17Q: 3 clusters Score -95632.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -95641.765625 Penalty: 642.893066
	Iteration 18Q: 3 clusters Score -95641.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -95656.640625 Penalty: 642.893066
	Iteration 19Q: 3 clusters Score -95656.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -95677.539062 Penalty: 642.893066
	Iteration 20F: 3 clusters Score -95677.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -95696.843750 Penalty: 642.893066
	Iteration 21Q: 3 clusters Score -95696.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -95719.953125 Penalty: 642.893066
	Iteration 22Q: 3 clusters Score -95719.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -95741.742188 Penalty: 642.893066
	Iteration 23Q: 3 clusters Score -95741.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -95769.031250 Penalty: 642.893066
	Iteration 24Q: 3 clusters Score -95769.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -95783.914062 Penalty: 642.893066
	Iteration 25Q: 3 clusters Score -95783.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -95802.773438 Penalty: 642.893066
	Iteration 26Q: 3 clusters Score -95802.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -95813.937500 Penalty: 642.893066
	Iteration 27Q: 3 clusters Score -95813.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -95818.937500 Penalty: 642.893066
	Iteration 28Q: 3 clusters Score -95818.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -95820.843750 Penalty: 642.893066
	Iteration 29Q: 3 clusters Score -95820.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -95822.429688 Penalty: 642.893066
	Iteration 30Q: 3 clusters Score -95822.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -95822.546875 Penalty: 642.893066
	Iteration 31Q: 3 clusters Score -95822.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -95822.546875 Penalty: 642.893066
	Iteration 32F: 3 clusters Score -95822.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -130375.453125 Penalty: 338.124146
	Iteration 0F: 2 clusters Score -130375.5 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 864 members 
Entering Unmasked Estep 
Score: -129161.218750 Penalty: 676.248291
	Iteration 0F: 3 clusters Score -129161.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -129591.156250 Penalty: 676.248291
	Iteration 1F: 3 clusters Score -129591.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -129650.328125 Penalty: 676.248291
	Iteration 2F: 3 clusters Score -129650.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -129695.460938 Penalty: 676.248291
	Iteration 3Q: 3 clusters Score -129695.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -129738.375000 Penalty: 676.248291
	Iteration 4Q: 3 clusters Score -129738.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -129767.523438 Penalty: 676.248291
	Iteration 5Q: 3 clusters Score -129767.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -129792.687500 Penalty: 676.248291
	Iteration 6Q: 3 clusters Score -129792.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129818.789062 Penalty: 676.248291
	Iteration 7Q: 3 clusters Score -129818.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -129848.570312 Penalty: 676.248291
	Iteration 8Q: 3 clusters Score -129848.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -129880.718750 Penalty: 676.248291
	Iteration 9Q: 3 clusters Score -129880.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -129904.773438 Penalty: 676.248291
	Iteration 10Q: 3 clusters Score -129904.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -129919.414062 Penalty: 676.248291
	Iteration 11Q: 3 clusters Score -129919.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -129928.351562 Penalty: 676.248291
	Iteration 12Q: 3 clusters Score -129928.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -129938.679688 Penalty: 676.248291
	Iteration 13Q: 3 clusters Score -129938.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -129943.796875 Penalty: 676.248291
	Iteration 14Q: 3 clusters Score -129943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -129946.609375 Penalty: 676.248291
	Iteration 15Q: 3 clusters Score -129946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -129949.125000 Penalty: 676.248291
	Iteration 16Q: 3 clusters Score -129949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -129950.992188 Penalty: 676.248291
	Iteration 17Q: 3 clusters Score -129951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -129951.898438 Penalty: 676.248291
	Iteration 18Q: 3 clusters Score -129951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -129952.937500 Penalty: 676.248291
	Iteration 19Q: 3 clusters Score -129952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -129954.359375 Penalty: 676.248291
	Iteration 20F: 3 clusters Score -129954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -129955.046875 Penalty: 676.248291
	Iteration 21Q: 3 clusters Score -129955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -129955.320312 Penalty: 676.248291
	Iteration 22Q: 3 clusters Score -129955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -129955.843750 Penalty: 676.248291
	Iteration 23Q: 3 clusters Score -129955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -129956.546875 Penalty: 676.248291
	Iteration 24Q: 3 clusters Score -129956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -129956.937500 Penalty: 676.248291
	Iteration 25Q: 3 clusters Score -129956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -129957.539062 Penalty: 676.248291
	Iteration 26Q: 3 clusters Score -129957.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -129959.203125 Penalty: 676.248291
	Iteration 27Q: 3 clusters Score -129959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -129960.515625 Penalty: 676.248291
	Iteration 28Q: 3 clusters Score -129960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -129962.265625 Penalty: 676.248291
	Iteration 29Q: 3 clusters Score -129962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -129964.132812 Penalty: 676.248291
	Iteration 30Q: 3 clusters Score -129964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -129964.687500 Penalty: 676.248291
	Iteration 31Q: 3 clusters Score -129964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -129965.335938 Penalty: 676.248291
	Iteration 32Q: 3 clusters Score -129965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -129965.968750 Penalty: 676.248291
	Iteration 33Q: 3 clusters Score -129966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129966.429688 Penalty: 676.248291
	Iteration 34Q: 3 clusters Score -129966.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -129966.429688 Penalty: 676.248291
	Iteration 35F: 3 clusters Score -129966.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9426.142578 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9426.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9144.262695 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9144.263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9227.100586 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9227.101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9255.546875 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9255.547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9291.012695 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -9291.013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9319.563477 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9319.563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9326.467773 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9326.468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9335.900391 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -9335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9336.605469 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -9336.605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9337.156250 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -9337.156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9337.156250 Penalty: 486.586761
	Iteration 9F: 3 clusters Score -9337.156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6274.509277 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6274.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5975.581055 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5975.581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6115.336914 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6115.337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6144.276367 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6144.276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6157.051270 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -6157.051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6164.481445 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -6164.481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6166.456055 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6166.456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6166.456055 Penalty: 496.822296
	Iteration 6F: 3 clusters Score -6166.456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -48997.910156 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -48997.91 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 368 members 
Entering Unmasked Estep 
Score: -48359.789062 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -48359.79 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48604.175781 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -48604.18 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48659.183594 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -48659.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48682.976562 Penalty: 600.835510
	Iteration 3Q: 3 clusters Score -48682.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48700.535156 Penalty: 600.835510
	Iteration 4Q: 3 clusters Score -48700.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48715.406250 Penalty: 600.835510
	Iteration 5Q: 3 clusters Score -48715.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48730.582031 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -48730.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48747.085938 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -48747.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -48769.535156 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -48769.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48780.894531 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -48780.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48786.062500 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -48786.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48790.570312 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -48790.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48792.183594 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -48792.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48796.242188 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -48796.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48802.937500 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -48802.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48807.101562 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -48807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48810.089844 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -48810.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48812.074219 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -48812.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48813.859375 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -48813.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48814.824219 Penalty: 600.835510
	Iteration 19Q: 3 clusters Score -48814.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48815.886719 Penalty: 600.835510
	Iteration 20F: 3 clusters Score -48815.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48816.214844 Penalty: 600.835510
	Iteration 21Q: 3 clusters Score -48816.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48816.578125 Penalty: 600.835510
	Iteration 22Q: 3 clusters Score -48816.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48816.726562 Penalty: 600.835510
	Iteration 23Q: 3 clusters Score -48816.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48816.941406 Penalty: 600.835510
	Iteration 24Q: 3 clusters Score -48816.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -48817.234375 Penalty: 600.835510
	Iteration 25Q: 3 clusters Score -48817.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48817.324219 Penalty: 600.835510
	Iteration 26Q: 3 clusters Score -48817.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48817.324219 Penalty: 600.835510
	Iteration 27F: 3 clusters Score -48817.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -105834.640625 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -105834.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104844.593750 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -104844.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105115.531250 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -105115.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105163.132812 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -105163.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105187.210938 Penalty: 651.212097
	Iteration 3Q: 3 clusters Score -105187.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105205.609375 Penalty: 651.212097
	Iteration 4Q: 3 clusters Score -105205.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105224.718750 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -105224.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105240.765625 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -105240.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105257.398438 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -105257.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105271.570312 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -105271.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105290.070312 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -105290.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105310.960938 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -105311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105327.796875 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -105327.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105342.898438 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -105342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105362.468750 Penalty: 651.212097
	Iteration 13Q: 3 clusters Score -105362.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105379.632812 Penalty: 651.212097
	Iteration 14Q: 3 clusters Score -105379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105394.328125 Penalty: 651.212097
	Iteration 15Q: 3 clusters Score -105394.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105406.515625 Penalty: 651.212097
	Iteration 16Q: 3 clusters Score -105406.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105413.304688 Penalty: 651.212097
	Iteration 17Q: 3 clusters Score -105413.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -105421.828125 Penalty: 651.212097
	Iteration 18Q: 3 clusters Score -105421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105429.937500 Penalty: 651.212097
	Iteration 19Q: 3 clusters Score -105429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105437.210938 Penalty: 651.212097
	Iteration 20F: 3 clusters Score -105437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105445.484375 Penalty: 651.212097
	Iteration 21Q: 3 clusters Score -105445.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105455.757812 Penalty: 651.212097
	Iteration 22Q: 3 clusters Score -105455.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105462.312500 Penalty: 651.212097
	Iteration 23Q: 3 clusters Score -105462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105465.187500 Penalty: 651.212097
	Iteration 24Q: 3 clusters Score -105465.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105467.828125 Penalty: 651.212097
	Iteration 25Q: 3 clusters Score -105467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105473.046875 Penalty: 651.212097
	Iteration 26Q: 3 clusters Score -105473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105475.148438 Penalty: 651.212097
	Iteration 27Q: 3 clusters Score -105475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105477.054688 Penalty: 651.212097
	Iteration 28Q: 3 clusters Score -105477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105481.687500 Penalty: 651.212097
	Iteration 29Q: 3 clusters Score -105481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -105486.453125 Penalty: 651.212097
	Iteration 30Q: 3 clusters Score -105486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105489.000000 Penalty: 651.212097
	Iteration 31Q: 3 clusters Score -105489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -105491.398438 Penalty: 651.212097
	Iteration 32Q: 3 clusters Score -105491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105492.664062 Penalty: 651.212097
	Iteration 33Q: 3 clusters Score -105492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -105493.242188 Penalty: 651.212097
	Iteration 34Q: 3 clusters Score -105493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -105493.453125 Penalty: 651.212097
	Iteration 35Q: 3 clusters Score -105493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -105494.203125 Penalty: 651.212097
	Iteration 36Q: 3 clusters Score -105494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105494.328125 Penalty: 651.212097
	Iteration 37Q: 3 clusters Score -105494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105494.726562 Penalty: 651.212097
	Iteration 38Q: 3 clusters Score -105494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -105495.039062 Penalty: 651.212097
	Iteration 39Q: 3 clusters Score -105495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105495.304688 Penalty: 651.212097
	Iteration 40F: 3 clusters Score -105495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105495.632812 Penalty: 651.212097
	Iteration 41Q: 3 clusters Score -105495.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105495.828125 Penalty: 651.212097
	Iteration 42Q: 3 clusters Score -105495.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105495.828125 Penalty: 651.212097
	Iteration 43F: 3 clusters Score -105495.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -16659.314453 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16659.31 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 140 members 
Entering Unmasked Estep 
Score: -16361.265625 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16361.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16486.375000 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16486.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16525.109375 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -16525.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16534.464844 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -16534.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16536.025391 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -16536.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16538.099609 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16539.396484 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -16539.396484 Penalty: 508.439636
	Iteration 7F: 3 clusters Score -16539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -75413.250000 Penalty: 319.214905
	Iteration 0F: 2 clusters Score -75413.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74532.132812 Penalty: 638.429810
	Iteration 0F: 3 clusters Score -74532.13 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74855.343750 Penalty: 638.429810
	Iteration 1F: 3 clusters Score -74855.34 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -74989.703125 Penalty: 638.429810
	Iteration 2F: 3 clusters Score -74989.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75093.250000 Penalty: 638.429810
	Iteration 3F: 3 clusters Score -75093.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75143.320312 Penalty: 638.429810
	Iteration 4F: 3 clusters Score -75143.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75174.796875 Penalty: 638.429810
	Iteration 5Q: 3 clusters Score -75174.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75194.734375 Penalty: 638.429810
	Iteration 6Q: 3 clusters Score -75194.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75205.304688 Penalty: 638.429810
	Iteration 7Q: 3 clusters Score -75205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75215.367188 Penalty: 638.429810
	Iteration 8Q: 3 clusters Score -75215.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75224.101562 Penalty: 638.429810
	Iteration 9Q: 3 clusters Score -75224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75228.429688 Penalty: 638.429810
	Iteration 10Q: 3 clusters Score -75228.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75231.968750 Penalty: 638.429810
	Iteration 11Q: 3 clusters Score -75231.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75238.914062 Penalty: 638.429810
	Iteration 12Q: 3 clusters Score -75238.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75243.507812 Penalty: 638.429810
	Iteration 13Q: 3 clusters Score -75243.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75249.734375 Penalty: 638.429810
	Iteration 14Q: 3 clusters Score -75249.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75261.609375 Penalty: 638.429810
	Iteration 15Q: 3 clusters Score -75261.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75270.062500 Penalty: 638.429810
	Iteration 16Q: 3 clusters Score -75270.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75276.617188 Penalty: 638.429810
	Iteration 17Q: 3 clusters Score -75276.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75278.843750 Penalty: 638.429810
	Iteration 18Q: 3 clusters Score -75278.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75280.781250 Penalty: 638.429810
	Iteration 19Q: 3 clusters Score -75280.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75282.039062 Penalty: 638.429810
	Iteration 20F: 3 clusters Score -75282.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75283.125000 Penalty: 638.429810
	Iteration 21Q: 3 clusters Score -75283.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75283.179688 Penalty: 638.429810
	Iteration 22Q: 3 clusters Score -75283.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75283.328125 Penalty: 638.429810
	Iteration 23Q: 3 clusters Score -75283.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75283.328125 Penalty: 638.429810
	Iteration 24F: 3 clusters Score -75283.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (11181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Entering Unmasked Estep 
Score: -910868.250000 Penalty: 424.149689
	Iteration 0F: 2 clusters Score -910868.2 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 5586 members 
Entering Unmasked Estep 
Score: -903426.000000 Penalty: 848.299377
	Iteration 0F: 3 clusters Score -903426 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -906486.125000 Penalty: 848.299377
	Iteration 1F: 3 clusters Score -906486.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -906750.125000 Penalty: 848.299377
	Iteration 2F: 3 clusters Score -906750.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -907076.000000 Penalty: 848.299377
	Iteration 3F: 3 clusters Score -907076 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -907589.562500 Penalty: 848.299377
	Iteration 4F: 3 clusters Score -907589.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -908353.875000 Penalty: 848.299377
	Iteration 5F: 3 clusters Score -908353.9 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -909085.812500 Penalty: 848.299377
	Iteration 6F: 3 clusters Score -909085.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -909446.625000 Penalty: 848.299377
	Iteration 7Q: 3 clusters Score -909446.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -909664.312500 Penalty: 848.299377
	Iteration 8Q: 3 clusters Score -909664.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -909858.562500 Penalty: 848.299377
	Iteration 9Q: 3 clusters Score -909858.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -910007.625000 Penalty: 848.299377
	Iteration 10Q: 3 clusters Score -910007.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -910141.250000 Penalty: 848.299377
	Iteration 11Q: 3 clusters Score -910141.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -910235.625000 Penalty: 848.299377
	Iteration 12Q: 3 clusters Score -910235.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -910300.750000 Penalty: 848.299377
	Iteration 13Q: 3 clusters Score -910300.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -910348.812500 Penalty: 848.299377
	Iteration 14Q: 3 clusters Score -910348.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -910362.187500 Penalty: 848.299377
	Iteration 15Q: 3 clusters Score -910362.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -910371.000000 Penalty: 848.299377
	Iteration 16Q: 3 clusters Score -910371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -910376.062500 Penalty: 848.299377
	Iteration 17Q: 3 clusters Score -910376.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -910379.000000 Penalty: 848.299377
	Iteration 18Q: 3 clusters Score -910379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -910382.562500 Penalty: 848.299377
	Iteration 19Q: 3 clusters Score -910382.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -910388.750000 Penalty: 848.299377
	Iteration 20F: 3 clusters Score -910388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -910387.812500 Penalty: 848.299377
	Iteration 21Q: 3 clusters Score -910387.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -910388.562500 Penalty: 848.299377
	Iteration 22Q: 3 clusters Score -910388.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -910387.937500 Penalty: 848.299377
	Iteration 23Q: 3 clusters Score -910387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -910391.562500 Penalty: 848.299377
	Iteration 24Q: 3 clusters Score -910391.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -910390.250000 Penalty: 848.299377
	Iteration 25Q: 3 clusters Score -910390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -910390.000000 Penalty: 848.299377
	Iteration 26Q: 3 clusters Score -910390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -910389.500000 Penalty: 848.299377
	Iteration 27Q: 3 clusters Score -910389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -910389.812500 Penalty: 848.299377
	Iteration 28Q: 3 clusters Score -910389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -910389.937500 Penalty: 848.299377
	Iteration 29Q: 3 clusters Score -910389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -910390.750000 Penalty: 848.299377
	Iteration 30Q: 3 clusters Score -910390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -910389.625000 Penalty: 848.299377
	Iteration 31Q: 3 clusters Score -910389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -910390.750000 Penalty: 848.299377
	Iteration 32Q: 3 clusters Score -910390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -910390.625000 Penalty: 848.299377
	Iteration 33Q: 3 clusters Score -910390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -910390.625000 Penalty: 848.299377
	Iteration 34F: 3 clusters Score -910390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -288444.062500 Penalty: 374.805298
	Iteration 0F: 2 clusters Score -288444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -285785.875000 Penalty: 749.610596
	Iteration 0F: 3 clusters Score -285785.9 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -286881.562500 Penalty: 749.610596
	Iteration 1F: 3 clusters Score -286881.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -287095.125000 Penalty: 749.610596
	Iteration 2F: 3 clusters Score -287095.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -287293.875000 Penalty: 749.610596
	Iteration 3F: 3 clusters Score -287293.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -287549.250000 Penalty: 749.610596
	Iteration 4F: 3 clusters Score -287549.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -287747.968750 Penalty: 749.610596
	Iteration 5F: 3 clusters Score -287748 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -287851.156250 Penalty: 749.610596
	Iteration 6Q: 3 clusters Score -287851.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -287893.687500 Penalty: 749.610596
	Iteration 7Q: 3 clusters Score -287893.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -287911.968750 Penalty: 749.610596
	Iteration 8Q: 3 clusters Score -287912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -287921.125000 Penalty: 749.610596
	Iteration 9Q: 3 clusters Score -287921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -287930.718750 Penalty: 749.610596
	Iteration 10Q: 3 clusters Score -287930.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -287942.656250 Penalty: 749.610596
	Iteration 11Q: 3 clusters Score -287942.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -287958.937500 Penalty: 749.610596
	Iteration 12Q: 3 clusters Score -287958.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -287968.250000 Penalty: 749.610596
	Iteration 13Q: 3 clusters Score -287968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -287972.937500 Penalty: 749.610596
	Iteration 14Q: 3 clusters Score -287972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -287976.031250 Penalty: 749.610596
	Iteration 15Q: 3 clusters Score -287976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -287977.218750 Penalty: 749.610596
	Iteration 16Q: 3 clusters Score -287977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -287977.937500 Penalty: 749.610596
	Iteration 17Q: 3 clusters Score -287977.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -287979.406250 Penalty: 749.610596
	Iteration 18Q: 3 clusters Score -287979.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -287981.718750 Penalty: 749.610596
	Iteration 19Q: 3 clusters Score -287981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -287984.500000 Penalty: 749.610596
	Iteration 20F: 3 clusters Score -287984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -287985.593750 Penalty: 749.610596
	Iteration 21Q: 3 clusters Score -287985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -287986.812500 Penalty: 749.610596
	Iteration 22Q: 3 clusters Score -287986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -287987.250000 Penalty: 749.610596
	Iteration 23Q: 3 clusters Score -287987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -287987.687500 Penalty: 749.610596
	Iteration 24Q: 3 clusters Score -287987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -287987.500000 Penalty: 749.610596
	Iteration 25Q: 3 clusters Score -287987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -287988.250000 Penalty: 749.610596
	Iteration 26Q: 3 clusters Score -287988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -287988.406250 Penalty: 749.610596
	Iteration 27Q: 3 clusters Score -287988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -287988.406250 Penalty: 749.610596
	Iteration 28F: 3 clusters Score -287988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18741.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18741.75 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 203 members 
Entering Unmasked Estep 
Score: -18342.242188 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18342.24 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18521.537109 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18521.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -18566.513672 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18566.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18593.601562 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -18593.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18615.105469 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18615.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18627.791016 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18627.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18630.429688 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18630.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18630.648438 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18630.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18630.648438 Penalty: 544.538208
	Iteration 8F: 3 clusters Score -18630.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3659.935303 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3659.935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3465.179688 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3465.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3527.737061 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3527.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3547.577881 Penalty: 418.155914
	Iteration 2Q: 3 clusters Score -3547.578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3552.076172 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -3552.076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3552.076172 Penalty: 418.155914
	Iteration 4F: 3 clusters Score -3552.076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (22067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Entering Unmasked Estep 
Score: -1794957.625000 Penalty: 455.083649
	Iteration 0F: 2 clusters Score -1794958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1780585.625000 Penalty: 910.167297
	Iteration 0F: 3 clusters Score -1780586 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1786792.500000 Penalty: 910.167297
	Iteration 1F: 3 clusters Score -1786792 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1787340.375000 Penalty: 910.167297
	Iteration 2F: 3 clusters Score -1787340 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1788132.000000 Penalty: 910.167297
	Iteration 3F: 3 clusters Score -1788132 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1789389.625000 Penalty: 910.167297
	Iteration 4F: 3 clusters Score -1789390 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1790945.250000 Penalty: 910.167297
	Iteration 5F: 3 clusters Score -1790945 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1792432.125000 Penalty: 910.167297
	Iteration 6F: 3 clusters Score -1792432 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1793482.125000 Penalty: 910.167297
	Iteration 7Q: 3 clusters Score -1793482 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1793962.375000 Penalty: 910.167297
	Iteration 8Q: 3 clusters Score -1793962 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1794189.375000 Penalty: 910.167297
	Iteration 9Q: 3 clusters Score -1794189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1794304.500000 Penalty: 910.167297
	Iteration 10Q: 3 clusters Score -1794304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1794378.750000 Penalty: 910.167297
	Iteration 11Q: 3 clusters Score -1794379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1794424.125000 Penalty: 910.167297
	Iteration 12Q: 3 clusters Score -1794424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1794455.875000 Penalty: 910.167297
	Iteration 13Q: 3 clusters Score -1794456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1794500.250000 Penalty: 910.167297
	Iteration 14Q: 3 clusters Score -1794500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1794533.875000 Penalty: 910.167297
	Iteration 15Q: 3 clusters Score -1794534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1794553.875000 Penalty: 910.167297
	Iteration 16Q: 3 clusters Score -1794554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1794564.500000 Penalty: 910.167297
	Iteration 17Q: 3 clusters Score -1794564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1794571.000000 Penalty: 910.167297
	Iteration 18Q: 3 clusters Score -1794571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1794584.125000 Penalty: 910.167297
	Iteration 19Q: 3 clusters Score -1794584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1794597.875000 Penalty: 910.167297
	Iteration 20F: 3 clusters Score -1794598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1794599.625000 Penalty: 910.167297
	Iteration 21Q: 3 clusters Score -1794600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1794602.375000 Penalty: 910.167297
	Iteration 22Q: 3 clusters Score -1794602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1794601.625000 Penalty: 910.167297
	Iteration 23Q: 3 clusters Score -1794602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1794603.000000 Penalty: 910.167297
	Iteration 24Q: 3 clusters Score -1794603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1794603.500000 Penalty: 910.167297
	Iteration 25Q: 3 clusters Score -1794604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1794602.375000 Penalty: 910.167297
	Iteration 26Q: 3 clusters Score -1794602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1794605.750000 Penalty: 910.167297
	Iteration 27Q: 3 clusters Score -1794606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1794604.000000 Penalty: 910.167297
	Iteration 28Q: 3 clusters Score -1794604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1794603.375000 Penalty: 910.167297
	Iteration 29Q: 3 clusters Score -1794603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1794604.000000 Penalty: 910.167297
	Iteration 30Q: 3 clusters Score -1794604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1794604.000000 Penalty: 910.167297
	Iteration 31F: 3 clusters Score -1794604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8710.300781 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8710.301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8515.445312 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8515.445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -8604.951172 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8604.951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -8626.944336 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -8626.944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8629.174805 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8629.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8629.174805 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -8629.175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (23311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Entering Unmasked Estep 
Score: -1872245.875000 Penalty: 457.578979
	Iteration 0F: 2 clusters Score -1872246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1857247.750000 Penalty: 915.157959
	Iteration 0F: 3 clusters Score -1857248 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1864262.250000 Penalty: 915.157959
	Iteration 1F: 3 clusters Score -1864262 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1865307.375000 Penalty: 915.157959
	Iteration 2F: 3 clusters Score -1865307 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1867043.000000 Penalty: 915.157959
	Iteration 3F: 3 clusters Score -1867043 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1869278.375000 Penalty: 915.157959
	Iteration 4F: 3 clusters Score -1869278 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1870921.000000 Penalty: 915.157959
	Iteration 5F: 3 clusters Score -1870921 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1871584.625000 Penalty: 915.157959
	Iteration 6Q: 3 clusters Score -1871585 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1871755.625000 Penalty: 915.157959
	Iteration 7Q: 3 clusters Score -1871756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1871810.500000 Penalty: 915.157959
	Iteration 8Q: 3 clusters Score -1871810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1871823.500000 Penalty: 915.157959
	Iteration 9Q: 3 clusters Score -1871824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -1871825.625000 Penalty: 915.157959
	Iteration 10Q: 3 clusters Score -1871826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1871825.750000 Penalty: 915.157959
	Iteration 11Q: 3 clusters Score -1871826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1871828.000000 Penalty: 915.157959
	Iteration 12Q: 3 clusters Score -1871828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1871828.000000 Penalty: 915.157959
	Iteration 13F: 3 clusters Score -1871828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 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 87 members 
Entering Unmasked Estep 
Score: -13929.115234 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13929.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14000.535156 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -14000.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14019.511719 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -14019.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14027.354492 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14027.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14032.277344 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14032.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14036.297852 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14038.673828 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14038.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14039.632812 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -14039.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14039.632812 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -14039.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -481324.375000 Penalty: 394.784698
	Iteration 0F: 2 clusters Score -481324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -477303.250000 Penalty: 789.569397
	Iteration 0F: 3 clusters Score -477303.2 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -478819.031250 Penalty: 789.569397
	Iteration 1F: 3 clusters Score -478819 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -478914.906250 Penalty: 789.569397
	Iteration 2F: 3 clusters Score -478914.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -478990.656250 Penalty: 789.569397
	Iteration 3Q: 3 clusters Score -478990.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -479045.593750 Penalty: 789.569397
	Iteration 4Q: 3 clusters Score -479045.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -479091.531250 Penalty: 789.569397
	Iteration 5Q: 3 clusters Score -479091.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -479146.593750 Penalty: 789.569397
	Iteration 6Q: 3 clusters Score -479146.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -479214.656250 Penalty: 789.569397
	Iteration 7Q: 3 clusters Score -479214.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -479308.531250 Penalty: 789.569397
	Iteration 8Q: 3 clusters Score -479308.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -479456.750000 Penalty: 789.569397
	Iteration 9Q: 3 clusters Score -479456.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -479664.906250 Penalty: 789.569397
	Iteration 10F: 3 clusters Score -479664.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -479957.937500 Penalty: 789.569397
	Iteration 11F: 3 clusters Score -479957.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -480280.750000 Penalty: 789.569397
	Iteration 12F: 3 clusters Score -480280.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -480536.937500 Penalty: 789.569397
	Iteration 13Q: 3 clusters Score -480536.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -480732.031250 Penalty: 789.569397
	Iteration 14Q: 3 clusters Score -480732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -480857.718750 Penalty: 789.569397
	Iteration 15Q: 3 clusters Score -480857.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -480920.062500 Penalty: 789.569397
	Iteration 16Q: 3 clusters Score -480920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -480949.218750 Penalty: 789.569397
	Iteration 17Q: 3 clusters Score -480949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -480973.625000 Penalty: 789.569397
	Iteration 18Q: 3 clusters Score -480973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -480987.187500 Penalty: 789.569397
	Iteration 19Q: 3 clusters Score -480987.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -480990.812500 Penalty: 789.569397
	Iteration 20F: 3 clusters Score -480990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -480993.406250 Penalty: 789.569397
	Iteration 21Q: 3 clusters Score -480993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -480993.406250 Penalty: 789.569397
	Iteration 22F: 3 clusters Score -480993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (20155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Entering Unmasked Estep 
Score: -1524034.250000 Penalty: 450.959930
	Iteration 0F: 2 clusters Score -1524034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1510599.250000 Penalty: 901.919861
	Iteration 0F: 3 clusters Score -1510599 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1516100.375000 Penalty: 901.919861
	Iteration 1F: 3 clusters Score -1516100 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1516465.375000 Penalty: 901.919861
	Iteration 2Q: 3 clusters Score -1516465 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1517121.125000 Penalty: 901.919861
	Iteration 3F: 3 clusters Score -1517121 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1518328.875000 Penalty: 901.919861
	Iteration 4F: 3 clusters Score -1518329 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1520046.250000 Penalty: 901.919861
	Iteration 5F: 3 clusters Score -1520046 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1521752.125000 Penalty: 901.919861
	Iteration 6F: 3 clusters Score -1521752 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1522875.375000 Penalty: 901.919861
	Iteration 7F: 3 clusters Score -1522875 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1523384.125000 Penalty: 901.919861
	Iteration 8Q: 3 clusters Score -1523384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1523552.375000 Penalty: 901.919861
	Iteration 9Q: 3 clusters Score -1523552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1523607.250000 Penalty: 901.919861
	Iteration 10Q: 3 clusters Score -1523607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1523625.125000 Penalty: 901.919861
	Iteration 11Q: 3 clusters Score -1523625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1523635.375000 Penalty: 901.919861
	Iteration 12Q: 3 clusters Score -1523635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1523644.125000 Penalty: 901.919861
	Iteration 13Q: 3 clusters Score -1523644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1523654.250000 Penalty: 901.919861
	Iteration 14Q: 3 clusters Score -1523654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -1523654.125000 Penalty: 901.919861
	Iteration 15Q: 3 clusters Score -1523654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1523655.000000 Penalty: 901.919861
	Iteration 16Q: 3 clusters Score -1523655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1523658.500000 Penalty: 901.919861
	Iteration 17Q: 3 clusters Score -1523658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1523660.625000 Penalty: 901.919861
	Iteration 18Q: 3 clusters Score -1523661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1523661.250000 Penalty: 901.919861
	Iteration 19Q: 3 clusters Score -1523661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1523661.250000 Penalty: 901.919861
	Iteration 20F: 3 clusters Score -1523661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11786.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11786.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11524.724609 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11524.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11604.519531 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11604.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11648.213867 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11648.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11671.411133 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11671.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11679.613281 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11679.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11687.087891 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11687.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11688.221680 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11688.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11688.221680 Penalty: 487.449371
	Iteration 7F: 3 clusters Score -11688.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -92205.515625 Penalty: 320.304565
	Iteration 0F: 2 clusters Score -92205.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91291.265625 Penalty: 640.609131
	Iteration 0F: 3 clusters Score -91291.27 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91561.039062 Penalty: 640.609131
	Iteration 1F: 3 clusters Score -91561.04 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -91630.562500 Penalty: 640.609131
	Iteration 2F: 3 clusters Score -91630.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91677.890625 Penalty: 640.609131
	Iteration 3F: 3 clusters Score -91677.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -91711.867188 Penalty: 640.609131
	Iteration 4Q: 3 clusters Score -91711.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -91750.570312 Penalty: 640.609131
	Iteration 5F: 3 clusters Score -91750.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -91768.828125 Penalty: 640.609131
	Iteration 6Q: 3 clusters Score -91768.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -91779.742188 Penalty: 640.609131
	Iteration 7Q: 3 clusters Score -91779.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -91791.242188 Penalty: 640.609131
	Iteration 8Q: 3 clusters Score -91791.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -91805.250000 Penalty: 640.609131
	Iteration 9Q: 3 clusters Score -91805.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -91817.226562 Penalty: 640.609131
	Iteration 10Q: 3 clusters Score -91817.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91832.375000 Penalty: 640.609131
	Iteration 11Q: 3 clusters Score -91832.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -91849.109375 Penalty: 640.609131
	Iteration 12Q: 3 clusters Score -91849.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -91863.476562 Penalty: 640.609131
	Iteration 13Q: 3 clusters Score -91863.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -91869.796875 Penalty: 640.609131
	Iteration 14Q: 3 clusters Score -91869.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -91876.289062 Penalty: 640.609131
	Iteration 15Q: 3 clusters Score -91876.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -91882.000000 Penalty: 640.609131
	Iteration 16Q: 3 clusters Score -91882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -91891.148438 Penalty: 640.609131
	Iteration 17Q: 3 clusters Score -91891.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -91900.906250 Penalty: 640.609131
	Iteration 18Q: 3 clusters Score -91900.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -91912.015625 Penalty: 640.609131
	Iteration 19Q: 3 clusters Score -91912.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -91918.664062 Penalty: 640.609131
	Iteration 20F: 3 clusters Score -91918.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -91923.554688 Penalty: 640.609131
	Iteration 21Q: 3 clusters Score -91923.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -91927.335938 Penalty: 640.609131
	Iteration 22Q: 3 clusters Score -91927.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -91930.007812 Penalty: 640.609131
	Iteration 23Q: 3 clusters Score -91930.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -91934.562500 Penalty: 640.609131
	Iteration 24Q: 3 clusters Score -91934.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -91937.601562 Penalty: 640.609131
	Iteration 25Q: 3 clusters Score -91937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91940.453125 Penalty: 640.609131
	Iteration 26Q: 3 clusters Score -91940.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -91943.609375 Penalty: 640.609131
	Iteration 27Q: 3 clusters Score -91943.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -91944.906250 Penalty: 640.609131
	Iteration 28Q: 3 clusters Score -91944.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -91948.007812 Penalty: 640.609131
	Iteration 29Q: 3 clusters Score -91948.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -91952.578125 Penalty: 640.609131
	Iteration 30Q: 3 clusters Score -91952.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -91961.718750 Penalty: 640.609131
	Iteration 31Q: 3 clusters Score -91961.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -91973.437500 Penalty: 640.609131
	Iteration 32Q: 3 clusters Score -91973.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -91979.367188 Penalty: 640.609131
	Iteration 33Q: 3 clusters Score -91979.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91983.921875 Penalty: 640.609131
	Iteration 34Q: 3 clusters Score -91983.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -91987.757812 Penalty: 640.609131
	Iteration 35Q: 3 clusters Score -91987.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -91992.796875 Penalty: 640.609131
	Iteration 36Q: 3 clusters Score -91992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -91996.429688 Penalty: 640.609131
	Iteration 37Q: 3 clusters Score -91996.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -91999.632812 Penalty: 640.609131
	Iteration 38Q: 3 clusters Score -91999.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -92004.742188 Penalty: 640.609131
	Iteration 39Q: 3 clusters Score -92004.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -92008.734375 Penalty: 640.609131
	Iteration 40F: 3 clusters Score -92008.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -92011.656250 Penalty: 640.609131
	Iteration 41Q: 3 clusters Score -92011.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -92015.859375 Penalty: 640.609131
	Iteration 42Q: 3 clusters Score -92015.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -92017.984375 Penalty: 640.609131
	Iteration 43Q: 3 clusters Score -92017.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -92018.328125 Penalty: 640.609131
	Iteration 44Q: 3 clusters Score -92018.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92018.437500 Penalty: 640.609131
	Iteration 45Q: 3 clusters Score -92018.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -92018.437500 Penalty: 640.609131
	Iteration 46F: 3 clusters Score -92018.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (36089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Entering Unmasked Estep 
Score: -2892449.500000 Penalty: 477.465302
	Iteration 0F: 2 clusters Score -2892450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2870071.750000 Penalty: 954.930603
	Iteration 0F: 3 clusters Score -2870072 nChanged 17412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2880062.500000 Penalty: 954.930603
	Iteration 1F: 3 clusters Score -2880062 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2880443.000000 Penalty: 954.930603
	Iteration 2Q: 3 clusters Score -2880443 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2880958.000000 Penalty: 954.930603
	Iteration 3Q: 3 clusters Score -2880958 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2881864.250000 Penalty: 954.930603
	Iteration 4F: 3 clusters Score -2881864 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2883371.250000 Penalty: 954.930603
	Iteration 5F: 3 clusters Score -2883371 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -2885674.000000 Penalty: 954.930603
	Iteration 6F: 3 clusters Score -2885674 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -2888132.500000 Penalty: 954.930603
	Iteration 7F: 3 clusters Score -2888132 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -2889925.000000 Penalty: 954.930603
	Iteration 8F: 3 clusters Score -2889925 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -2891051.000000 Penalty: 954.930603
	Iteration 9Q: 3 clusters Score -2891051 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -2891597.000000 Penalty: 954.930603
	Iteration 10Q: 3 clusters Score -2891597 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -2891834.000000 Penalty: 954.930603
	Iteration 11Q: 3 clusters Score -2891834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -2891922.500000 Penalty: 954.930603
	Iteration 12Q: 3 clusters Score -2891922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -2891961.750000 Penalty: 954.930603
	Iteration 13Q: 3 clusters Score -2891962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -2891991.000000 Penalty: 954.930603
	Iteration 14Q: 3 clusters Score -2891991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -2892029.500000 Penalty: 954.930603
	Iteration 15Q: 3 clusters Score -2892030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -2892040.250000 Penalty: 954.930603
	Iteration 16Q: 3 clusters Score -2892040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -2892045.750000 Penalty: 954.930603
	Iteration 17Q: 3 clusters Score -2892046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -2892057.000000 Penalty: 954.930603
	Iteration 18Q: 3 clusters Score -2892057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -2892058.500000 Penalty: 954.930603
	Iteration 19Q: 3 clusters Score -2892058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -2892060.500000 Penalty: 954.930603
	Iteration 20F: 3 clusters Score -2892060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2892061.750000 Penalty: 954.930603
	Iteration 21Q: 3 clusters Score -2892062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -2892065.500000 Penalty: 954.930603
	Iteration 22Q: 3 clusters Score -2892066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2892065.750000 Penalty: 954.930603
	Iteration 23Q: 3 clusters Score -2892066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -2892065.750000 Penalty: 954.930603
	Iteration 24F: 3 clusters Score -2892066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (18624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Entering Unmasked Estep 
Score: -1519129.500000 Penalty: 447.365417
	Iteration 0F: 2 clusters Score -1519130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1506665.875000 Penalty: 894.730835
	Iteration 0F: 3 clusters Score -1506666 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1511796.500000 Penalty: 894.730835
	Iteration 1F: 3 clusters Score -1511796 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1512071.125000 Penalty: 894.730835
	Iteration 2Q: 3 clusters Score -1512071 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1512539.000000 Penalty: 894.730835
	Iteration 3F: 3 clusters Score -1512539 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1513388.625000 Penalty: 894.730835
	Iteration 4F: 3 clusters Score -1513389 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1514647.875000 Penalty: 894.730835
	Iteration 5F: 3 clusters Score -1514648 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1516082.750000 Penalty: 894.730835
	Iteration 6F: 3 clusters Score -1516083 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1517227.250000 Penalty: 894.730835
	Iteration 7F: 3 clusters Score -1517227 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1517933.125000 Penalty: 894.730835
	Iteration 8Q: 3 clusters Score -1517933 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1518281.000000 Penalty: 894.730835
	Iteration 9Q: 3 clusters Score -1518281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -1518501.875000 Penalty: 894.730835
	Iteration 10Q: 3 clusters Score -1518502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1518598.125000 Penalty: 894.730835
	Iteration 11Q: 3 clusters Score -1518598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1518644.500000 Penalty: 894.730835
	Iteration 12Q: 3 clusters Score -1518644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1518676.625000 Penalty: 894.730835
	Iteration 13Q: 3 clusters Score -1518677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1518699.875000 Penalty: 894.730835
	Iteration 14Q: 3 clusters Score -1518700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1518708.125000 Penalty: 894.730835
	Iteration 15Q: 3 clusters Score -1518708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1518710.000000 Penalty: 894.730835
	Iteration 16Q: 3 clusters Score -1518710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1518715.250000 Penalty: 894.730835
	Iteration 17Q: 3 clusters Score -1518715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -1518722.000000 Penalty: 894.730835
	Iteration 18Q: 3 clusters Score -1518722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1518733.000000 Penalty: 894.730835
	Iteration 19Q: 3 clusters Score -1518733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -1518738.625000 Penalty: 894.730835
	Iteration 20F: 3 clusters Score -1518739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1518741.750000 Penalty: 894.730835
	Iteration 21Q: 3 clusters Score -1518742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1518748.500000 Penalty: 894.730835
	Iteration 22Q: 3 clusters Score -1518748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1518755.250000 Penalty: 894.730835
	Iteration 23Q: 3 clusters Score -1518755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1518760.500000 Penalty: 894.730835
	Iteration 24Q: 3 clusters Score -1518760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1518762.125000 Penalty: 894.730835
	Iteration 25Q: 3 clusters Score -1518762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1518765.500000 Penalty: 894.730835
	Iteration 26Q: 3 clusters Score -1518766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -1518765.000000 Penalty: 894.730835
	Iteration 27Q: 3 clusters Score -1518765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -1518766.375000 Penalty: 894.730835
	Iteration 28Q: 3 clusters Score -1518766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1518770.500000 Penalty: 894.730835
	Iteration 29Q: 3 clusters Score -1518770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -1518771.250000 Penalty: 894.730835
	Iteration 30Q: 3 clusters Score -1518771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1518771.750000 Penalty: 894.730835
	Iteration 31Q: 3 clusters Score -1518772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -1518771.750000 Penalty: 894.730835
	Iteration 32F: 3 clusters Score -1518772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -57568.148438 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -57568.15 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 366 members 
Entering Unmasked Estep 
Score: -56927.425781 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -56927.43 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57097.496094 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -57097.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57134.429688 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -57134.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57152.406250 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -57152.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57167.554688 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -57167.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57176.859375 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -57176.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57185.128906 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -57185.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57188.621094 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -57188.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57190.480469 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -57190.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57192.292969 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -57192.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57195.394531 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -57195.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57200.527344 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -57200.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57204.304688 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -57204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57206.875000 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -57206.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57209.125000 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -57209.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57212.652344 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -57212.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57214.726562 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -57214.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57217.304688 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -57217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57220.480469 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -57220.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57223.457031 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -57223.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57225.601562 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -57225.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57228.949219 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -57228.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57231.476562 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -57231.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57235.234375 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -57235.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57237.253906 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -57237.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57238.324219 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -57238.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57239.867188 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -57239.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57242.250000 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -57242.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57242.937500 Penalty: 601.450806
	Iteration 28Q: 3 clusters Score -57242.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57243.714844 Penalty: 601.450806
	Iteration 29Q: 3 clusters Score -57243.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57244.179688 Penalty: 601.450806
	Iteration 30Q: 3 clusters Score -57244.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57245.187500 Penalty: 601.450806
	Iteration 31Q: 3 clusters Score -57245.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57247.988281 Penalty: 601.450806
	Iteration 32Q: 3 clusters Score -57247.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57250.808594 Penalty: 601.450806
	Iteration 33Q: 3 clusters Score -57250.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57252.777344 Penalty: 601.450806
	Iteration 34Q: 3 clusters Score -57252.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57255.726562 Penalty: 601.450806
	Iteration 35Q: 3 clusters Score -57255.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -57259.660156 Penalty: 601.450806
	Iteration 36Q: 3 clusters Score -57259.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57261.167969 Penalty: 601.450806
	Iteration 37Q: 3 clusters Score -57261.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57261.816406 Penalty: 601.450806
	Iteration 38Q: 3 clusters Score -57261.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57264.078125 Penalty: 601.450806
	Iteration 39Q: 3 clusters Score -57264.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57266.746094 Penalty: 601.450806
	Iteration 40F: 3 clusters Score -57266.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57272.320312 Penalty: 601.450806
	Iteration 41Q: 3 clusters Score -57272.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57275.070312 Penalty: 601.450806
	Iteration 42Q: 3 clusters Score -57275.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57275.859375 Penalty: 601.450806
	Iteration 43Q: 3 clusters Score -57275.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57275.992188 Penalty: 601.450806
	Iteration 44Q: 3 clusters Score -57275.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57275.992188 Penalty: 601.450806
	Iteration 45F: 3 clusters Score -57275.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -123947.390625 Penalty: 334.331451
	Iteration 0F: 2 clusters Score -123947.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -122733.640625 Penalty: 668.662903
	Iteration 0F: 3 clusters Score -122733.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -123128.828125 Penalty: 668.662903
	Iteration 1F: 3 clusters Score -123128.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -123233.570312 Penalty: 668.662903
	Iteration 2F: 3 clusters Score -123233.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -123326.062500 Penalty: 668.662903
	Iteration 3F: 3 clusters Score -123326.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123416.109375 Penalty: 668.662903
	Iteration 4F: 3 clusters Score -123416.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -123505.484375 Penalty: 668.662903
	Iteration 5F: 3 clusters Score -123505.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123574.281250 Penalty: 668.662903
	Iteration 6F: 3 clusters Score -123574.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123629.429688 Penalty: 668.662903
	Iteration 7Q: 3 clusters Score -123629.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123662.648438 Penalty: 668.662903
	Iteration 8Q: 3 clusters Score -123662.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123687.640625 Penalty: 668.662903
	Iteration 9Q: 3 clusters Score -123687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123703.937500 Penalty: 668.662903
	Iteration 10Q: 3 clusters Score -123703.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -123720.125000 Penalty: 668.662903
	Iteration 11Q: 3 clusters Score -123720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -123730.039062 Penalty: 668.662903
	Iteration 12Q: 3 clusters Score -123730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -123738.031250 Penalty: 668.662903
	Iteration 13Q: 3 clusters Score -123738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -123742.015625 Penalty: 668.662903
	Iteration 14Q: 3 clusters Score -123742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -123744.468750 Penalty: 668.662903
	Iteration 15Q: 3 clusters Score -123744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123748.140625 Penalty: 668.662903
	Iteration 16Q: 3 clusters Score -123748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -123754.726562 Penalty: 668.662903
	Iteration 17Q: 3 clusters Score -123754.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123757.843750 Penalty: 668.662903
	Iteration 18Q: 3 clusters Score -123757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -123758.593750 Penalty: 668.662903
	Iteration 19Q: 3 clusters Score -123758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123761.531250 Penalty: 668.662903
	Iteration 20F: 3 clusters Score -123761.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123769.351562 Penalty: 668.662903
	Iteration 21Q: 3 clusters Score -123769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -123772.046875 Penalty: 668.662903
	Iteration 22Q: 3 clusters Score -123772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123777.179688 Penalty: 668.662903
	Iteration 23Q: 3 clusters Score -123777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123780.453125 Penalty: 668.662903
	Iteration 24Q: 3 clusters Score -123780.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123781.828125 Penalty: 668.662903
	Iteration 25Q: 3 clusters Score -123781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123782.960938 Penalty: 668.662903
	Iteration 26Q: 3 clusters Score -123783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123784.320312 Penalty: 668.662903
	Iteration 27Q: 3 clusters Score -123784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123786.398438 Penalty: 668.662903
	Iteration 28Q: 3 clusters Score -123786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123789.476562 Penalty: 668.662903
	Iteration 29Q: 3 clusters Score -123789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123791.125000 Penalty: 668.662903
	Iteration 30Q: 3 clusters Score -123791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123791.671875 Penalty: 668.662903
	Iteration 31Q: 3 clusters Score -123791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -123791.789062 Penalty: 668.662903
	Iteration 32Q: 3 clusters Score -123791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123791.804688 Penalty: 668.662903
	Iteration 33Q: 3 clusters Score -123791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -123792.375000 Penalty: 668.662903
	Iteration 34Q: 3 clusters Score -123792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123792.898438 Penalty: 668.662903
	Iteration 35Q: 3 clusters Score -123792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123793.203125 Penalty: 668.662903
	Iteration 36Q: 3 clusters Score -123793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -123793.554688 Penalty: 668.662903
	Iteration 37Q: 3 clusters Score -123793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -123793.554688 Penalty: 668.662903
	Iteration 38F: 3 clusters Score -123793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -108746.414062 Penalty: 329.709747
	Iteration 0F: 2 clusters Score -108746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107678.460938 Penalty: 659.419495
	Iteration 0F: 3 clusters Score -107678.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -108050.554688 Penalty: 659.419495
	Iteration 1F: 3 clusters Score -108050.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -108135.273438 Penalty: 659.419495
	Iteration 2F: 3 clusters Score -108135.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -108188.796875 Penalty: 659.419495
	Iteration 3F: 3 clusters Score -108188.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -108243.914062 Penalty: 659.419495
	Iteration 4F: 3 clusters Score -108243.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -108301.640625 Penalty: 659.419495
	Iteration 5F: 3 clusters Score -108301.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -108359.234375 Penalty: 659.419495
	Iteration 6Q: 3 clusters Score -108359.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108419.531250 Penalty: 659.419495
	Iteration 7Q: 3 clusters Score -108419.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -108475.132812 Penalty: 659.419495
	Iteration 8Q: 3 clusters Score -108475.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108496.835938 Penalty: 659.419495
	Iteration 9Q: 3 clusters Score -108496.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108509.992188 Penalty: 659.419495
	Iteration 10Q: 3 clusters Score -108510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108518.218750 Penalty: 659.419495
	Iteration 11Q: 3 clusters Score -108518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108522.757812 Penalty: 659.419495
	Iteration 12Q: 3 clusters Score -108522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -108524.554688 Penalty: 659.419495
	Iteration 13Q: 3 clusters Score -108524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108526.132812 Penalty: 659.419495
	Iteration 14Q: 3 clusters Score -108526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108527.109375 Penalty: 659.419495
	Iteration 15Q: 3 clusters Score -108527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -108530.226562 Penalty: 659.419495
	Iteration 16Q: 3 clusters Score -108530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108530.703125 Penalty: 659.419495
	Iteration 17Q: 3 clusters Score -108530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108531.429688 Penalty: 659.419495
	Iteration 18Q: 3 clusters Score -108531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108532.507812 Penalty: 659.419495
	Iteration 19Q: 3 clusters Score -108532.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -108532.757812 Penalty: 659.419495
	Iteration 20F: 3 clusters Score -108532.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15239.484375 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15239.48 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 115 members 
Entering Unmasked Estep 
Score: -14931.117188 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -14931.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15017.200195 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15017.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15069.415039 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15069.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -15085.288086 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -15085.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -15093.083008 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15093.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15094.583008 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15094.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -15095.962891 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -15095.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15105.751953 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -15105.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15115.657227 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -15115.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15116.275391 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -15116.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15116.275391 Penalty: 497.976624
	Iteration 10F: 3 clusters Score -15116.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -509900.968750 Penalty: 397.077026
	Iteration 0F: 2 clusters Score -509901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -505828.937500 Penalty: 794.154053
	Iteration 0F: 3 clusters Score -505828.9 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -507302.500000 Penalty: 794.154053
	Iteration 1F: 3 clusters Score -507302.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -507456.218750 Penalty: 794.154053
	Iteration 2F: 3 clusters Score -507456.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -507625.562500 Penalty: 794.154053
	Iteration 3F: 3 clusters Score -507625.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -507831.750000 Penalty: 794.154053
	Iteration 4F: 3 clusters Score -507831.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -508054.718750 Penalty: 794.154053
	Iteration 5F: 3 clusters Score -508054.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -508278.531250 Penalty: 794.154053
	Iteration 6F: 3 clusters Score -508278.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -508456.343750 Penalty: 794.154053
	Iteration 7Q: 3 clusters Score -508456.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -508564.250000 Penalty: 794.154053
	Iteration 8Q: 3 clusters Score -508564.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -508615.000000 Penalty: 794.154053
	Iteration 9Q: 3 clusters Score -508615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -508643.968750 Penalty: 794.154053
	Iteration 10Q: 3 clusters Score -508644 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -508662.937500 Penalty: 794.154053
	Iteration 11Q: 3 clusters Score -508662.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -508667.218750 Penalty: 794.154053
	Iteration 12Q: 3 clusters Score -508667.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -508677.187500 Penalty: 794.154053
	Iteration 13Q: 3 clusters Score -508677.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -508700.843750 Penalty: 794.154053
	Iteration 14Q: 3 clusters Score -508700.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -508714.781250 Penalty: 794.154053
	Iteration 15Q: 3 clusters Score -508714.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -508744.031250 Penalty: 794.154053
	Iteration 16Q: 3 clusters Score -508744 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -508782.781250 Penalty: 794.154053
	Iteration 17Q: 3 clusters Score -508782.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -508805.687500 Penalty: 794.154053
	Iteration 18Q: 3 clusters Score -508805.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -508825.937500 Penalty: 794.154053
	Iteration 19Q: 3 clusters Score -508825.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -508851.687500 Penalty: 794.154053
	Iteration 20F: 3 clusters Score -508851.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -508879.562500 Penalty: 794.154053
	Iteration 21Q: 3 clusters Score -508879.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -508905.750000 Penalty: 794.154053
	Iteration 22Q: 3 clusters Score -508905.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -508945.218750 Penalty: 794.154053
	Iteration 23Q: 3 clusters Score -508945.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -508982.187500 Penalty: 794.154053
	Iteration 24Q: 3 clusters Score -508982.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -509018.125000 Penalty: 794.154053
	Iteration 25Q: 3 clusters Score -509018.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509054.281250 Penalty: 794.154053
	Iteration 26Q: 3 clusters Score -509054.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -509088.406250 Penalty: 794.154053
	Iteration 27Q: 3 clusters Score -509088.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -509135.906250 Penalty: 794.154053
	Iteration 28Q: 3 clusters Score -509135.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -509187.656250 Penalty: 794.154053
	Iteration 29Q: 3 clusters Score -509187.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -509229.000000 Penalty: 794.154053
	Iteration 30Q: 3 clusters Score -509229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -509277.937500 Penalty: 794.154053
	Iteration 31Q: 3 clusters Score -509277.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -509331.343750 Penalty: 794.154053
	Iteration 32Q: 3 clusters Score -509331.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -509367.218750 Penalty: 794.154053
	Iteration 33Q: 3 clusters Score -509367.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -509417.187500 Penalty: 794.154053
	Iteration 34Q: 3 clusters Score -509417.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -509453.531250 Penalty: 794.154053
	Iteration 35Q: 3 clusters Score -509453.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -509492.468750 Penalty: 794.154053
	Iteration 36Q: 3 clusters Score -509492.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -509509.468750 Penalty: 794.154053
	Iteration 37Q: 3 clusters Score -509509.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -509527.875000 Penalty: 794.154053
	Iteration 38Q: 3 clusters Score -509527.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -509542.468750 Penalty: 794.154053
	Iteration 39Q: 3 clusters Score -509542.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -509551.843750 Penalty: 794.154053
	Iteration 40F: 3 clusters Score -509551.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -509551.562500 Penalty: 794.154053
	Iteration 41Q: 3 clusters Score -509551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -509572.093750 Penalty: 794.154053
	Iteration 42Q: 3 clusters Score -509572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -509578.406250 Penalty: 794.154053
	Iteration 43Q: 3 clusters Score -509578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -509575.906250 Penalty: 794.154053
	Iteration 44Q: 3 clusters Score -509575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -509575.687500 Penalty: 794.154053
	Iteration 45Q: 3 clusters Score -509575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -509577.531250 Penalty: 794.154053
	Iteration 46Q: 3 clusters Score -509577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -509584.125000 Penalty: 794.154053
	Iteration 47Q: 3 clusters Score -509584.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -509601.000000 Penalty: 794.154053
	Iteration 48Q: 3 clusters Score -509601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -509601.218750 Penalty: 794.154053
	Iteration 49Q: 3 clusters Score -509601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -509604.093750 Penalty: 794.154053
	Iteration 50Q: 3 clusters Score -509604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -509609.000000 Penalty: 794.154053
	Iteration 51Q: 3 clusters Score -509609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -509615.031250 Penalty: 794.154053
	Iteration 52Q: 3 clusters Score -509615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -509616.000000 Penalty: 794.154053
	Iteration 53Q: 3 clusters Score -509616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -509615.031250 Penalty: 794.154053
	Iteration 54Q: 3 clusters Score -509615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -509618.406250 Penalty: 794.154053
	Iteration 55Q: 3 clusters Score -509618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -509620.656250 Penalty: 794.154053
	Iteration 56Q: 3 clusters Score -509620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -509618.718750 Penalty: 794.154053
	Iteration 57Q: 3 clusters Score -509618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -509622.875000 Penalty: 794.154053
	Iteration 58Q: 3 clusters Score -509622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -509626.500000 Penalty: 794.154053
	Iteration 59Q: 3 clusters Score -509626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -509633.000000 Penalty: 794.154053
	Iteration 60F: 3 clusters Score -509633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -509634.031250 Penalty: 794.154053
	Iteration 61Q: 3 clusters Score -509634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -509634.031250 Penalty: 794.154053
	Iteration 62F: 3 clusters Score -509634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (26282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Entering Unmasked Estep 
Score: -2127203.250000 Penalty: 463.037109
	Iteration 0F: 2 clusters Score -2127203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2110355.250000 Penalty: 926.074219
	Iteration 0F: 3 clusters Score -2110355 nChanged 12666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2117509.500000 Penalty: 926.074219
	Iteration 1F: 3 clusters Score -2117510 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2117745.500000 Penalty: 926.074219
	Iteration 2Q: 3 clusters Score -2117746 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2118057.500000 Penalty: 926.074219
	Iteration 3Q: 3 clusters Score -2118058 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2118458.250000 Penalty: 926.074219
	Iteration 4Q: 3 clusters Score -2118458 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2119061.750000 Penalty: 926.074219
	Iteration 5F: 3 clusters Score -2119062 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2120067.000000 Penalty: 926.074219
	Iteration 6F: 3 clusters Score -2120067 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2121535.000000 Penalty: 926.074219
	Iteration 7F: 3 clusters Score -2121535 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2123376.750000 Penalty: 926.074219
	Iteration 8F: 3 clusters Score -2123377 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2124883.250000 Penalty: 926.074219
	Iteration 9F: 3 clusters Score -2124883 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2125831.250000 Penalty: 926.074219
	Iteration 10Q: 3 clusters Score -2125831 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2126301.500000 Penalty: 926.074219
	Iteration 11Q: 3 clusters Score -2126302 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2126558.750000 Penalty: 926.074219
	Iteration 12Q: 3 clusters Score -2126559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2126679.250000 Penalty: 926.074219
	Iteration 13Q: 3 clusters Score -2126679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -2126733.500000 Penalty: 926.074219
	Iteration 14Q: 3 clusters Score -2126734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2126752.750000 Penalty: 926.074219
	Iteration 15Q: 3 clusters Score -2126753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2126764.500000 Penalty: 926.074219
	Iteration 16Q: 3 clusters Score -2126764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2126776.250000 Penalty: 926.074219
	Iteration 17Q: 3 clusters Score -2126776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2126775.250000 Penalty: 926.074219
	Iteration 18Q: 3 clusters Score -2126775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2126778.250000 Penalty: 926.074219
	Iteration 19Q: 3 clusters Score -2126778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -2126780.250000 Penalty: 926.074219
	Iteration 20F: 3 clusters Score -2126780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2126785.500000 Penalty: 926.074219
	Iteration 21Q: 3 clusters Score -2126786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2126785.500000 Penalty: 926.074219
	Iteration 22F: 3 clusters Score -2126786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -5452.821777 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5452.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5295.708008 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5295.708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5475.198242 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5475.198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5516.195312 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5516.195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5525.555176 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5525.555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -5546.281250 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5546.281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5550.850586 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -5550.851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5555.079102 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -5555.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5575.166504 Penalty: 434.900208
	Iteration 7Q: 3 clusters Score -5575.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5575.166504 Penalty: 434.900208
	Iteration 8F: 3 clusters Score -5575.167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9149 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14347 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23131 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36302 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19124 members 
Mstep: Class 36 contains 22644 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1282 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11181 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22067 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 20155 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1141 members 
Mstep: Class 64 contains 36089 members 
Mstep: Class 65 contains 18624 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6167 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 47 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 31776 members 
Mstep: Class 76 contains 29636 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3982 members 
Mstep: Class 80 contains 24693 members 
Mstep: Class 81 contains 72 members 
Entering Unmasked Estep 
Score: -42171320.000000 Penalty: 48756.851562
Splitting cluster 72 changes total score from -42172176.000000 to -42171320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (13557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Entering Unmasked Estep 
Score: -1102920.625000 Penalty: 432.916931
	Iteration 0F: 2 clusters Score -1102921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1093897.250000 Penalty: 865.833862
	Iteration 0F: 3 clusters Score -1093897 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1097499.125000 Penalty: 865.833862
	Iteration 1F: 3 clusters Score -1097499 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1097675.875000 Penalty: 865.833862
	Iteration 2Q: 3 clusters Score -1097676 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1097950.875000 Penalty: 865.833862
	Iteration 3Q: 3 clusters Score -1097951 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1098391.625000 Penalty: 865.833862
	Iteration 4F: 3 clusters Score -1098392 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1099141.875000 Penalty: 865.833862
	Iteration 5F: 3 clusters Score -1099142 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1100179.750000 Penalty: 865.833862
	Iteration 6F: 3 clusters Score -1100180 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1101337.375000 Penalty: 865.833862
	Iteration 7F: 3 clusters Score -1101337 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1102108.750000 Penalty: 865.833862
	Iteration 8F: 3 clusters Score -1102109 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1102399.750000 Penalty: 865.833862
	Iteration 9Q: 3 clusters Score -1102400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1102485.625000 Penalty: 865.833862
	Iteration 10Q: 3 clusters Score -1102486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1102516.125000 Penalty: 865.833862
	Iteration 11Q: 3 clusters Score -1102516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1102521.375000 Penalty: 865.833862
	Iteration 12Q: 3 clusters Score -1102521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1102527.125000 Penalty: 865.833862
	Iteration 13Q: 3 clusters Score -1102527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1102541.625000 Penalty: 865.833862
	Iteration 14Q: 3 clusters Score -1102542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1102548.125000 Penalty: 865.833862
	Iteration 15Q: 3 clusters Score -1102548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1102548.125000 Penalty: 865.833862
	Iteration 16F: 3 clusters Score -1102548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14875.082031 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -14875.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14569.984375 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -14569.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14625.190430 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -14625.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14667.068359 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -14667.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14711.792969 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -14711.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14724.135742 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -14724.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14742.181641 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -14742.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14744.932617 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -14744.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14744.932617 Penalty: 491.643646
	Iteration 7F: 3 clusters Score -14744.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (31776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Entering Unmasked Estep 
Score: -2577046.250000 Penalty: 471.674225
	Iteration 0F: 2 clusters Score -2577046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2557902.250000 Penalty: 943.348450
	Iteration 0F: 3 clusters Score -2557902 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2567174.750000 Penalty: 943.348450
	Iteration 1F: 3 clusters Score -2567175 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2568131.000000 Penalty: 943.348450
	Iteration 2F: 3 clusters Score -2568131 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2569654.000000 Penalty: 943.348450
	Iteration 3F: 3 clusters Score -2569654 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2571676.000000 Penalty: 943.348450
	Iteration 4F: 3 clusters Score -2571676 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2573772.250000 Penalty: 943.348450
	Iteration 5F: 3 clusters Score -2573772 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2575268.250000 Penalty: 943.348450
	Iteration 6F: 3 clusters Score -2575268 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2576215.250000 Penalty: 943.348450
	Iteration 7Q: 3 clusters Score -2576215 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2576787.500000 Penalty: 943.348450
	Iteration 8Q: 3 clusters Score -2576788 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2577192.000000 Penalty: 943.348450
	Iteration 9Q: 3 clusters Score -2577192 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2577582.500000 Penalty: 943.348450
	Iteration 10Q: 3 clusters Score -2577582 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2577831.500000 Penalty: 943.348450
	Iteration 11Q: 3 clusters Score -2577832 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2578015.750000 Penalty: 943.348450
	Iteration 12Q: 3 clusters Score -2578016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2578107.500000 Penalty: 943.348450
	Iteration 13Q: 3 clusters Score -2578108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2578171.250000 Penalty: 943.348450
	Iteration 14Q: 3 clusters Score -2578171 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2578206.000000 Penalty: 943.348450
	Iteration 15Q: 3 clusters Score -2578206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2578222.750000 Penalty: 943.348450
	Iteration 16Q: 3 clusters Score -2578223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2578231.000000 Penalty: 943.348450
	Iteration 17Q: 3 clusters Score -2578231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2578239.500000 Penalty: 943.348450
	Iteration 18Q: 3 clusters Score -2578240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2578240.750000 Penalty: 943.348450
	Iteration 19Q: 3 clusters Score -2578241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2578256.750000 Penalty: 943.348450
	Iteration 20F: 3 clusters Score -2578257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2578258.250000 Penalty: 943.348450
	Iteration 21Q: 3 clusters Score -2578258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2578260.250000 Penalty: 943.348450
	Iteration 22Q: 3 clusters Score -2578260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2578258.250000 Penalty: 943.348450
	Iteration 23Q: 3 clusters Score -2578258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2578254.750000 Penalty: 943.348450
	Iteration 24Q: 3 clusters Score -2578255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2578255.750000 Penalty: 943.348450
	Iteration 25Q: 3 clusters Score -2578256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2578259.250000 Penalty: 943.348450
	Iteration 26Q: 3 clusters Score -2578259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2578252.750000 Penalty: 943.348450
	Iteration 27Q: 3 clusters Score -2578253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2578243.500000 Penalty: 943.348450
	Iteration 28Q: 3 clusters Score -2578244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2578246.750000 Penalty: 943.348450
	Iteration 29Q: 3 clusters Score -2578247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2578246.750000 Penalty: 943.348450
	Iteration 30F: 3 clusters Score -2578247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9149 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14347 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23131 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36302 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19124 members 
Mstep: Class 36 contains 22644 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1282 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11181 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22067 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 20155 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1141 members 
Mstep: Class 64 contains 36089 members 
Mstep: Class 65 contains 18624 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6167 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 11889 members 
Mstep: Class 76 contains 29636 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3982 members 
Mstep: Class 80 contains 24693 members 
Mstep: Class 81 contains 19887 members 
Entering Unmasked Estep 
Score: -42172464.000000 Penalty: 48756.851562
Splitting cluster 75 changes total score from -42172176.000000 to -42172464.000000
So it's getting split into cluster 81.
Entering ConstructFrom: 
Trying to split cluster 76 (29636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Entering Unmasked Estep 
Score: -2397659.500000 Penalty: 468.501923
	Iteration 0F: 2 clusters Score -2397660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2380492.750000 Penalty: 937.003845
	Iteration 0F: 3 clusters Score -2380493 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2389100.750000 Penalty: 937.003845
	Iteration 1F: 3 clusters Score -2389101 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2389867.750000 Penalty: 937.003845
	Iteration 2F: 3 clusters Score -2389868 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2391091.250000 Penalty: 937.003845
	Iteration 3F: 3 clusters Score -2391091 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2392836.250000 Penalty: 937.003845
	Iteration 4F: 3 clusters Score -2392836 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2394492.000000 Penalty: 937.003845
	Iteration 5F: 3 clusters Score -2394492 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2395416.250000 Penalty: 937.003845
	Iteration 6F: 3 clusters Score -2395416 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2395759.250000 Penalty: 937.003845
	Iteration 7Q: 3 clusters Score -2395759 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2395879.500000 Penalty: 937.003845
	Iteration 8Q: 3 clusters Score -2395880 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2396002.000000 Penalty: 937.003845
	Iteration 9Q: 3 clusters Score -2396002 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2396205.750000 Penalty: 937.003845
	Iteration 10Q: 3 clusters Score -2396206 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2396373.500000 Penalty: 937.003845
	Iteration 11Q: 3 clusters Score -2396374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2396500.250000 Penalty: 937.003845
	Iteration 12Q: 3 clusters Score -2396500 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2396603.500000 Penalty: 937.003845
	Iteration 13Q: 3 clusters Score -2396604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2396689.500000 Penalty: 937.003845
	Iteration 14Q: 3 clusters Score -2396690 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2396783.500000 Penalty: 937.003845
	Iteration 15Q: 3 clusters Score -2396784 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2396903.000000 Penalty: 937.003845
	Iteration 16Q: 3 clusters Score -2396903 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -2397009.750000 Penalty: 937.003845
	Iteration 17Q: 3 clusters Score -2397010 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2397064.750000 Penalty: 937.003845
	Iteration 18Q: 3 clusters Score -2397065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -2397095.250000 Penalty: 937.003845
	Iteration 19Q: 3 clusters Score -2397095 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -2397122.500000 Penalty: 937.003845
	Iteration 20F: 3 clusters Score -2397122 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -2397167.750000 Penalty: 937.003845
	Iteration 21Q: 3 clusters Score -2397168 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -2397221.000000 Penalty: 937.003845
	Iteration 22Q: 3 clusters Score -2397221 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -2397234.000000 Penalty: 937.003845
	Iteration 23Q: 3 clusters Score -2397234 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -2397259.500000 Penalty: 937.003845
	Iteration 24Q: 3 clusters Score -2397260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2397258.500000 Penalty: 937.003845
	Iteration 25Q: 3 clusters Score -2397258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -2397284.250000 Penalty: 937.003845
	Iteration 26Q: 3 clusters Score -2397284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -2397317.500000 Penalty: 937.003845
	Iteration 27Q: 3 clusters Score -2397318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -2397330.000000 Penalty: 937.003845
	Iteration 28Q: 3 clusters Score -2397330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2397346.750000 Penalty: 937.003845
	Iteration 29Q: 3 clusters Score -2397347 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -2397349.250000 Penalty: 937.003845
	Iteration 30Q: 3 clusters Score -2397349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2397347.500000 Penalty: 937.003845
	Iteration 31Q: 3 clusters Score -2397348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2397351.750000 Penalty: 937.003845
	Iteration 32Q: 3 clusters Score -2397352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2397354.750000 Penalty: 937.003845
	Iteration 33Q: 3 clusters Score -2397355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2397377.500000 Penalty: 937.003845
	Iteration 34Q: 3 clusters Score -2397378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2397382.250000 Penalty: 937.003845
	Iteration 35Q: 3 clusters Score -2397382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -2397358.500000 Penalty: 937.003845
	Iteration 36Q: 3 clusters Score -2397358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2397367.750000 Penalty: 937.003845
	Iteration 37Q: 3 clusters Score -2397368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -2397353.500000 Penalty: 937.003845
	Iteration 38Q: 3 clusters Score -2397354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -2397342.250000 Penalty: 937.003845
	Iteration 39Q: 3 clusters Score -2397342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -2397356.250000 Penalty: 937.003845
	Iteration 40F: 3 clusters Score -2397356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -2397349.500000 Penalty: 937.003845
	Iteration 41Q: 3 clusters Score -2397350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -2397346.000000 Penalty: 937.003845
	Iteration 42Q: 3 clusters Score -2397346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -2397333.250000 Penalty: 937.003845
	Iteration 43Q: 3 clusters Score -2397333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2397332.750000 Penalty: 937.003845
	Iteration 44Q: 3 clusters Score -2397333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -2397327.000000 Penalty: 937.003845
	Iteration 45Q: 3 clusters Score -2397327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -2397324.500000 Penalty: 937.003845
	Iteration 46Q: 3 clusters Score -2397324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -2397317.250000 Penalty: 937.003845
	Iteration 47Q: 3 clusters Score -2397317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2397305.500000 Penalty: 937.003845
	Iteration 48Q: 3 clusters Score -2397306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -2397318.750000 Penalty: 937.003845
	Iteration 49Q: 3 clusters Score -2397319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -2397321.000000 Penalty: 937.003845
	Iteration 50Q: 3 clusters Score -2397321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -2397319.750000 Penalty: 937.003845
	Iteration 51Q: 3 clusters Score -2397320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2397321.000000 Penalty: 937.003845
	Iteration 52Q: 3 clusters Score -2397321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -2397326.250000 Penalty: 937.003845
	Iteration 53Q: 3 clusters Score -2397326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -2397321.750000 Penalty: 937.003845
	Iteration 54Q: 3 clusters Score -2397322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -2397319.500000 Penalty: 937.003845
	Iteration 55Q: 3 clusters Score -2397320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -2397314.250000 Penalty: 937.003845
	Iteration 56Q: 3 clusters Score -2397314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -2397303.750000 Penalty: 937.003845
	Iteration 57Q: 3 clusters Score -2397304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2397312.250000 Penalty: 937.003845
	Iteration 58Q: 3 clusters Score -2397312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -2397303.000000 Penalty: 937.003845
	Iteration 59Q: 3 clusters Score -2397303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -2397306.000000 Penalty: 937.003845
	Iteration 60F: 3 clusters Score -2397306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -2397307.750000 Penalty: 937.003845
	Iteration 61Q: 3 clusters Score -2397308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -2397307.250000 Penalty: 937.003845
	Iteration 62Q: 3 clusters Score -2397307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -2397315.750000 Penalty: 937.003845
	Iteration 63Q: 3 clusters Score -2397316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -2397324.000000 Penalty: 937.003845
	Iteration 64Q: 3 clusters Score -2397324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -2397327.000000 Penalty: 937.003845
	Iteration 65Q: 3 clusters Score -2397327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -2397326.500000 Penalty: 937.003845
	Iteration 66Q: 3 clusters Score -2397326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -2397328.500000 Penalty: 937.003845
	Iteration 67Q: 3 clusters Score -2397328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -2397325.250000 Penalty: 937.003845
	Iteration 68Q: 3 clusters Score -2397325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -2397332.750000 Penalty: 937.003845
	Iteration 69Q: 3 clusters Score -2397333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -2397331.750000 Penalty: 937.003845
	Iteration 70Q: 3 clusters Score -2397332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2397326.000000 Penalty: 937.003845
	Iteration 71Q: 3 clusters Score -2397326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -2397323.000000 Penalty: 937.003845
	Iteration 72Q: 3 clusters Score -2397323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2397334.250000 Penalty: 937.003845
	Iteration 73Q: 3 clusters Score -2397334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -2397329.000000 Penalty: 937.003845
	Iteration 74Q: 3 clusters Score -2397329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -2397328.250000 Penalty: 937.003845
	Iteration 75Q: 3 clusters Score -2397328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -2397320.500000 Penalty: 937.003845
	Iteration 76Q: 3 clusters Score -2397320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -2397315.000000 Penalty: 937.003845
	Iteration 77Q: 3 clusters Score -2397315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2397317.250000 Penalty: 937.003845
	Iteration 78Q: 3 clusters Score -2397317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -2397317.250000 Penalty: 937.003845
	Iteration 79Q: 3 clusters Score -2397317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -2397327.500000 Penalty: 937.003845
	Iteration 80F: 3 clusters Score -2397328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -2397335.000000 Penalty: 937.003845
	Iteration 81Q: 3 clusters Score -2397335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -2397335.250000 Penalty: 937.003845
	Iteration 82Q: 3 clusters Score -2397335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -2397342.000000 Penalty: 937.003845
	Iteration 83Q: 3 clusters Score -2397342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -2397330.250000 Penalty: 937.003845
	Iteration 84Q: 3 clusters Score -2397330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -2397333.750000 Penalty: 937.003845
	Iteration 85Q: 3 clusters Score -2397334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2397335.750000 Penalty: 937.003845
	Iteration 86Q: 3 clusters Score -2397336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -2397332.750000 Penalty: 937.003845
	Iteration 87Q: 3 clusters Score -2397333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -2397333.250000 Penalty: 937.003845
	Iteration 88Q: 3 clusters Score -2397333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2397326.750000 Penalty: 937.003845
	Iteration 89Q: 3 clusters Score -2397327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -2397329.500000 Penalty: 937.003845
	Iteration 90Q: 3 clusters Score -2397330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -2397325.250000 Penalty: 937.003845
	Iteration 91Q: 3 clusters Score -2397325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -2397318.000000 Penalty: 937.003845
	Iteration 92Q: 3 clusters Score -2397318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -2397322.250000 Penalty: 937.003845
	Iteration 93Q: 3 clusters Score -2397322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -2397321.500000 Penalty: 937.003845
	Iteration 94Q: 3 clusters Score -2397322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -2397321.000000 Penalty: 937.003845
	Iteration 95Q: 3 clusters Score -2397321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -2397324.000000 Penalty: 937.003845
	Iteration 96Q: 3 clusters Score -2397324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -2397328.000000 Penalty: 937.003845
	Iteration 97Q: 3 clusters Score -2397328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -2397333.750000 Penalty: 937.003845
	Iteration 98Q: 3 clusters Score -2397334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -2397332.250000 Penalty: 937.003845
	Iteration 99Q: 3 clusters Score -2397332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2397327.500000 Penalty: 937.003845
	Iteration 100F: 3 clusters Score -2397328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -2397330.000000 Penalty: 937.003845
	Iteration 101Q: 3 clusters Score -2397330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -2397329.750000 Penalty: 937.003845
	Iteration 102Q: 3 clusters Score -2397330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -2397333.250000 Penalty: 937.003845
	Iteration 103Q: 3 clusters Score -2397333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2397337.750000 Penalty: 937.003845
	Iteration 104Q: 3 clusters Score -2397338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2397338.250000 Penalty: 937.003845
	Iteration 105Q: 3 clusters Score -2397338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2397335.500000 Penalty: 937.003845
	Iteration 106Q: 3 clusters Score -2397336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2397333.250000 Penalty: 937.003845
	Iteration 107Q: 3 clusters Score -2397333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -2397338.250000 Penalty: 937.003845
	Iteration 108Q: 3 clusters Score -2397338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -2397337.000000 Penalty: 937.003845
	Iteration 109Q: 3 clusters Score -2397337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -2397337.000000 Penalty: 937.003845
	Iteration 110Q: 3 clusters Score -2397337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -2397337.000000 Penalty: 937.003845
	Iteration 111F: 3 clusters Score -2397337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6580.239258 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6580.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6379.437988 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6379.438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6436.158203 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6436.158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6472.168945 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -6472.169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -6486.464844 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6486.465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6498.193359 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -6498.193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6498.193359 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -6498.193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7222.077148 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7222.077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6926.794922 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -6926.795 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7016.168457 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7016.168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -7052.128418 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -7052.128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7077.656738 Penalty: 483.948914
	Iteration 3F: 3 clusters Score -7077.657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7113.446777 Penalty: 483.948914
	Iteration 4F: 3 clusters Score -7113.447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7143.325195 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -7143.325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7148.158691 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -7148.159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7158.279785 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -7158.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -7168.724609 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -7168.725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7169.268066 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -7169.268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7169.268066 Penalty: 483.948914
	Iteration 10F: 3 clusters Score -7169.268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -324116.125000 Penalty: 377.174042
	Iteration 0F: 2 clusters Score -324116.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -321420.093750 Penalty: 754.348083
	Iteration 0F: 3 clusters Score -321420.1 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -322325.812500 Penalty: 754.348083
	Iteration 1F: 3 clusters Score -322325.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -322391.875000 Penalty: 754.348083
	Iteration 2F: 3 clusters Score -322391.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -322446.125000 Penalty: 754.348083
	Iteration 3Q: 3 clusters Score -322446.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -322487.093750 Penalty: 754.348083
	Iteration 4Q: 3 clusters Score -322487.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -322527.125000 Penalty: 754.348083
	Iteration 5Q: 3 clusters Score -322527.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -322578.593750 Penalty: 754.348083
	Iteration 6Q: 3 clusters Score -322578.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -322660.062500 Penalty: 754.348083
	Iteration 7Q: 3 clusters Score -322660.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -322777.968750 Penalty: 754.348083
	Iteration 8Q: 3 clusters Score -322778 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -322931.062500 Penalty: 754.348083
	Iteration 9F: 3 clusters Score -322931.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -323046.687500 Penalty: 754.348083
	Iteration 10Q: 3 clusters Score -323046.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -323100.562500 Penalty: 754.348083
	Iteration 11Q: 3 clusters Score -323100.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -323126.375000 Penalty: 754.348083
	Iteration 12Q: 3 clusters Score -323126.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -323141.468750 Penalty: 754.348083
	Iteration 13Q: 3 clusters Score -323141.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -323150.562500 Penalty: 754.348083
	Iteration 14Q: 3 clusters Score -323150.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -323158.718750 Penalty: 754.348083
	Iteration 15Q: 3 clusters Score -323158.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -323166.125000 Penalty: 754.348083
	Iteration 16Q: 3 clusters Score -323166.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -323171.500000 Penalty: 754.348083
	Iteration 17Q: 3 clusters Score -323171.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -323177.875000 Penalty: 754.348083
	Iteration 18Q: 3 clusters Score -323177.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -323182.687500 Penalty: 754.348083
	Iteration 19Q: 3 clusters Score -323182.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -323185.343750 Penalty: 754.348083
	Iteration 20F: 3 clusters Score -323185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -323189.281250 Penalty: 754.348083
	Iteration 21Q: 3 clusters Score -323189.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -323190.562500 Penalty: 754.348083
	Iteration 22Q: 3 clusters Score -323190.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -323192.062500 Penalty: 754.348083
	Iteration 23Q: 3 clusters Score -323192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -323193.718750 Penalty: 754.348083
	Iteration 24Q: 3 clusters Score -323193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -323195.656250 Penalty: 754.348083
	Iteration 25Q: 3 clusters Score -323195.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -323199.843750 Penalty: 754.348083
	Iteration 26Q: 3 clusters Score -323199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -323203.437500 Penalty: 754.348083
	Iteration 27Q: 3 clusters Score -323203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -323207.406250 Penalty: 754.348083
	Iteration 28Q: 3 clusters Score -323207.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -323210.531250 Penalty: 754.348083
	Iteration 29Q: 3 clusters Score -323210.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -323212.125000 Penalty: 754.348083
	Iteration 30Q: 3 clusters Score -323212.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -323213.312500 Penalty: 754.348083
	Iteration 31Q: 3 clusters Score -323213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -323213.531250 Penalty: 754.348083
	Iteration 32Q: 3 clusters Score -323213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -323214.187500 Penalty: 754.348083
	Iteration 33Q: 3 clusters Score -323214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -323214.187500 Penalty: 754.348083
	Iteration 34F: 3 clusters Score -323214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (24693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Entering Unmasked Estep 
Score: -1993930.125000 Penalty: 460.199524
	Iteration 0F: 2 clusters Score -1993930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1978599.125000 Penalty: 920.399048
	Iteration 0F: 3 clusters Score -1978599 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1985373.500000 Penalty: 920.399048
	Iteration 1F: 3 clusters Score -1985374 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1985837.625000 Penalty: 920.399048
	Iteration 2Q: 3 clusters Score -1985838 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1986610.750000 Penalty: 920.399048
	Iteration 3Q: 3 clusters Score -1986611 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1987834.375000 Penalty: 920.399048
	Iteration 4F: 3 clusters Score -1987834 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1989495.625000 Penalty: 920.399048
	Iteration 5F: 3 clusters Score -1989496 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1991391.875000 Penalty: 920.399048
	Iteration 6F: 3 clusters Score -1991392 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1992929.000000 Penalty: 920.399048
	Iteration 7F: 3 clusters Score -1992929 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1993710.625000 Penalty: 920.399048
	Iteration 8Q: 3 clusters Score -1993711 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1994174.625000 Penalty: 920.399048
	Iteration 9Q: 3 clusters Score -1994175 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1994439.750000 Penalty: 920.399048
	Iteration 10Q: 3 clusters Score -1994440 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1994564.500000 Penalty: 920.399048
	Iteration 11Q: 3 clusters Score -1994564 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1994614.000000 Penalty: 920.399048
	Iteration 12Q: 3 clusters Score -1994614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1994634.750000 Penalty: 920.399048
	Iteration 13Q: 3 clusters Score -1994635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1994641.500000 Penalty: 920.399048
	Iteration 14Q: 3 clusters Score -1994642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1994630.500000 Penalty: 920.399048
	Iteration 15Q: 3 clusters Score -1994630 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1994624.250000 Penalty: 920.399048
	Iteration 16Q: 3 clusters Score -1994624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1994626.625000 Penalty: 920.399048
	Iteration 17Q: 3 clusters Score -1994627 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1994632.500000 Penalty: 920.399048
	Iteration 18Q: 3 clusters Score -1994632 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1994630.000000 Penalty: 920.399048
	Iteration 19Q: 3 clusters Score -1994630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1994635.250000 Penalty: 920.399048
	Iteration 20F: 3 clusters Score -1994635 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1994633.500000 Penalty: 920.399048
	Iteration 21Q: 3 clusters Score -1994634 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1994642.500000 Penalty: 920.399048
	Iteration 22Q: 3 clusters Score -1994642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1994637.750000 Penalty: 920.399048
	Iteration 23Q: 3 clusters Score -1994638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1994633.750000 Penalty: 920.399048
	Iteration 24Q: 3 clusters Score -1994634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1994632.000000 Penalty: 920.399048
	Iteration 25Q: 3 clusters Score -1994632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1994634.625000 Penalty: 920.399048
	Iteration 26Q: 3 clusters Score -1994635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1994640.625000 Penalty: 920.399048
	Iteration 27Q: 3 clusters Score -1994641 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1994634.250000 Penalty: 920.399048
	Iteration 28Q: 3 clusters Score -1994634 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1994637.375000 Penalty: 920.399048
	Iteration 29Q: 3 clusters Score -1994637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1994633.125000 Penalty: 920.399048
	Iteration 30Q: 3 clusters Score -1994633 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1994642.750000 Penalty: 920.399048
	Iteration 31Q: 3 clusters Score -1994643 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1994652.875000 Penalty: 920.399048
	Iteration 32Q: 3 clusters Score -1994653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1994650.250000 Penalty: 920.399048
	Iteration 33Q: 3 clusters Score -1994650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1994649.000000 Penalty: 920.399048
	Iteration 34Q: 3 clusters Score -1994649 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1994654.000000 Penalty: 920.399048
	Iteration 35Q: 3 clusters Score -1994654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1994653.000000 Penalty: 920.399048
	Iteration 36Q: 3 clusters Score -1994653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1994654.375000 Penalty: 920.399048
	Iteration 37Q: 3 clusters Score -1994654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1994661.375000 Penalty: 920.399048
	Iteration 38Q: 3 clusters Score -1994661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1994665.375000 Penalty: 920.399048
	Iteration 39Q: 3 clusters Score -1994665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1994666.875000 Penalty: 920.399048
	Iteration 40F: 3 clusters Score -1994667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1994660.125000 Penalty: 920.399048
	Iteration 41Q: 3 clusters Score -1994660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1994667.500000 Penalty: 920.399048
	Iteration 42Q: 3 clusters Score -1994668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1994670.625000 Penalty: 920.399048
	Iteration 43Q: 3 clusters Score -1994671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1994665.875000 Penalty: 920.399048
	Iteration 44Q: 3 clusters Score -1994666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1994657.500000 Penalty: 920.399048
	Iteration 45Q: 3 clusters Score -1994658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1994651.500000 Penalty: 920.399048
	Iteration 46Q: 3 clusters Score -1994652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1994654.250000 Penalty: 920.399048
	Iteration 47Q: 3 clusters Score -1994654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1994649.875000 Penalty: 920.399048
	Iteration 48Q: 3 clusters Score -1994650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1994652.875000 Penalty: 920.399048
	Iteration 49Q: 3 clusters Score -1994653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1994651.750000 Penalty: 920.399048
	Iteration 50Q: 3 clusters Score -1994652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1994644.500000 Penalty: 920.399048
	Iteration 51Q: 3 clusters Score -1994644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1994647.000000 Penalty: 920.399048
	Iteration 52Q: 3 clusters Score -1994647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1994648.375000 Penalty: 920.399048
	Iteration 53Q: 3 clusters Score -1994648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1994649.000000 Penalty: 920.399048
	Iteration 54Q: 3 clusters Score -1994649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1994635.125000 Penalty: 920.399048
	Iteration 55Q: 3 clusters Score -1994635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1994640.375000 Penalty: 920.399048
	Iteration 56Q: 3 clusters Score -1994640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1994640.625000 Penalty: 920.399048
	Iteration 57Q: 3 clusters Score -1994641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1994633.750000 Penalty: 920.399048
	Iteration 58Q: 3 clusters Score -1994634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1994628.000000 Penalty: 920.399048
	Iteration 59Q: 3 clusters Score -1994628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1994630.750000 Penalty: 920.399048
	Iteration 60F: 3 clusters Score -1994631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1994634.875000 Penalty: 920.399048
	Iteration 61Q: 3 clusters Score -1994635 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1994636.125000 Penalty: 920.399048
	Iteration 62Q: 3 clusters Score -1994636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1994631.125000 Penalty: 920.399048
	Iteration 63Q: 3 clusters Score -1994631 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1994629.250000 Penalty: 920.399048
	Iteration 64Q: 3 clusters Score -1994629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1994628.750000 Penalty: 920.399048
	Iteration 65Q: 3 clusters Score -1994629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1994625.000000 Penalty: 920.399048
	Iteration 66Q: 3 clusters Score -1994625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1994617.625000 Penalty: 920.399048
	Iteration 67Q: 3 clusters Score -1994618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1994629.250000 Penalty: 920.399048
	Iteration 68Q: 3 clusters Score -1994629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1994623.625000 Penalty: 920.399048
	Iteration 69Q: 3 clusters Score -1994624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1994628.500000 Penalty: 920.399048
	Iteration 70Q: 3 clusters Score -1994628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1994626.250000 Penalty: 920.399048
	Iteration 71Q: 3 clusters Score -1994626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1994617.875000 Penalty: 920.399048
	Iteration 72Q: 3 clusters Score -1994618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1994620.750000 Penalty: 920.399048
	Iteration 73Q: 3 clusters Score -1994621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1994620.125000 Penalty: 920.399048
	Iteration 74Q: 3 clusters Score -1994620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1994622.875000 Penalty: 920.399048
	Iteration 75Q: 3 clusters Score -1994623 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1994619.750000 Penalty: 920.399048
	Iteration 76Q: 3 clusters Score -1994620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1994623.875000 Penalty: 920.399048
	Iteration 77Q: 3 clusters Score -1994624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1994630.000000 Penalty: 920.399048
	Iteration 78Q: 3 clusters Score -1994630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1994628.875000 Penalty: 920.399048
	Iteration 79Q: 3 clusters Score -1994629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1994635.375000 Penalty: 920.399048
	Iteration 80F: 3 clusters Score -1994635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1994628.375000 Penalty: 920.399048
	Iteration 81Q: 3 clusters Score -1994628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1994645.250000 Penalty: 920.399048
	Iteration 82Q: 3 clusters Score -1994645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1994639.250000 Penalty: 920.399048
	Iteration 83Q: 3 clusters Score -1994639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1994639.250000 Penalty: 920.399048
	Iteration 84Q: 3 clusters Score -1994639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1994635.750000 Penalty: 920.399048
	Iteration 85Q: 3 clusters Score -1994636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1994634.625000 Penalty: 920.399048
	Iteration 86Q: 3 clusters Score -1994635 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1994636.125000 Penalty: 920.399048
	Iteration 87Q: 3 clusters Score -1994636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1994637.625000 Penalty: 920.399048
	Iteration 88Q: 3 clusters Score -1994638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1994640.750000 Penalty: 920.399048
	Iteration 89Q: 3 clusters Score -1994641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1994639.250000 Penalty: 920.399048
	Iteration 90Q: 3 clusters Score -1994639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1994633.000000 Penalty: 920.399048
	Iteration 91Q: 3 clusters Score -1994633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1994635.750000 Penalty: 920.399048
	Iteration 92Q: 3 clusters Score -1994636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1994629.625000 Penalty: 920.399048
	Iteration 93Q: 3 clusters Score -1994630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1994627.500000 Penalty: 920.399048
	Iteration 94Q: 3 clusters Score -1994628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1994629.875000 Penalty: 920.399048
	Iteration 95Q: 3 clusters Score -1994630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1994635.375000 Penalty: 920.399048
	Iteration 96Q: 3 clusters Score -1994635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1994636.375000 Penalty: 920.399048
	Iteration 97Q: 3 clusters Score -1994636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1994627.250000 Penalty: 920.399048
	Iteration 98Q: 3 clusters Score -1994627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1994623.125000 Penalty: 920.399048
	Iteration 99Q: 3 clusters Score -1994623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1994623.125000 Penalty: 920.399048
	Iteration 100F: 3 clusters Score -1994623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1994617.000000 Penalty: 920.399048
	Iteration 101Q: 3 clusters Score -1994617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1994622.250000 Penalty: 920.399048
	Iteration 102Q: 3 clusters Score -1994622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1994617.625000 Penalty: 920.399048
	Iteration 103Q: 3 clusters Score -1994618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1994614.250000 Penalty: 920.399048
	Iteration 104Q: 3 clusters Score -1994614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1994619.875000 Penalty: 920.399048
	Iteration 105Q: 3 clusters Score -1994620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1994625.000000 Penalty: 920.399048
	Iteration 106Q: 3 clusters Score -1994625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1994621.125000 Penalty: 920.399048
	Iteration 107Q: 3 clusters Score -1994621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1994617.250000 Penalty: 920.399048
	Iteration 108Q: 3 clusters Score -1994617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1994615.750000 Penalty: 920.399048
	Iteration 109Q: 3 clusters Score -1994616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1994607.500000 Penalty: 920.399048
	Iteration 110Q: 3 clusters Score -1994608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1994612.750000 Penalty: 920.399048
	Iteration 111Q: 3 clusters Score -1994613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1994607.250000 Penalty: 920.399048
	Iteration 112Q: 3 clusters Score -1994607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1994593.875000 Penalty: 920.399048
	Iteration 113Q: 3 clusters Score -1994594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1994595.500000 Penalty: 920.399048
	Iteration 114Q: 3 clusters Score -1994596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1994586.125000 Penalty: 920.399048
	Iteration 115Q: 3 clusters Score -1994586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1994587.250000 Penalty: 920.399048
	Iteration 116Q: 3 clusters Score -1994587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1994584.625000 Penalty: 920.399048
	Iteration 117Q: 3 clusters Score -1994585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1994575.375000 Penalty: 920.399048
	Iteration 118Q: 3 clusters Score -1994575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1994575.125000 Penalty: 920.399048
	Iteration 119Q: 3 clusters Score -1994575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1994575.625000 Penalty: 920.399048
	Iteration 120F: 3 clusters Score -1994576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1994573.625000 Penalty: 920.399048
	Iteration 121Q: 3 clusters Score -1994574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1994563.500000 Penalty: 920.399048
	Iteration 122Q: 3 clusters Score -1994564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1994563.375000 Penalty: 920.399048
	Iteration 123Q: 3 clusters Score -1994563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1994561.500000 Penalty: 920.399048
	Iteration 124Q: 3 clusters Score -1994562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1994559.625000 Penalty: 920.399048
	Iteration 125Q: 3 clusters Score -1994560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1994552.875000 Penalty: 920.399048
	Iteration 126Q: 3 clusters Score -1994553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1994547.250000 Penalty: 920.399048
	Iteration 127Q: 3 clusters Score -1994547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1994547.125000 Penalty: 920.399048
	Iteration 128Q: 3 clusters Score -1994547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1994538.125000 Penalty: 920.399048
	Iteration 129Q: 3 clusters Score -1994538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1994531.875000 Penalty: 920.399048
	Iteration 130Q: 3 clusters Score -1994532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1994534.625000 Penalty: 920.399048
	Iteration 131Q: 3 clusters Score -1994535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1994532.375000 Penalty: 920.399048
	Iteration 132Q: 3 clusters Score -1994532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1994524.125000 Penalty: 920.399048
	Iteration 133Q: 3 clusters Score -1994524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1994520.625000 Penalty: 920.399048
	Iteration 134Q: 3 clusters Score -1994521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1994522.250000 Penalty: 920.399048
	Iteration 135Q: 3 clusters Score -1994522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1994519.125000 Penalty: 920.399048
	Iteration 136Q: 3 clusters Score -1994519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1994519.875000 Penalty: 920.399048
	Iteration 137Q: 3 clusters Score -1994520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1994520.875000 Penalty: 920.399048
	Iteration 138Q: 3 clusters Score -1994521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1994518.000000 Penalty: 920.399048
	Iteration 139Q: 3 clusters Score -1994518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1994518.250000 Penalty: 920.399048
	Iteration 140F: 3 clusters Score -1994518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1994515.875000 Penalty: 920.399048
	Iteration 141Q: 3 clusters Score -1994516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1994516.125000 Penalty: 920.399048
	Iteration 142Q: 3 clusters Score -1994516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1994516.125000 Penalty: 920.399048
	Iteration 143F: 3 clusters Score -1994516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9149 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14347 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23131 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36302 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19124 members 
Mstep: Class 36 contains 22644 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1282 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11181 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22067 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 20155 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1141 members 
Mstep: Class 64 contains 36089 members 
Mstep: Class 65 contains 18624 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6167 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 11889 members 
Mstep: Class 76 contains 29636 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3982 members 
Mstep: Class 80 contains 20038 members 
Mstep: Class 81 contains 19887 members 
Mstep: Class 82 contains 4655 members 
Entering Unmasked Estep 
Score: -42173060.000000 Penalty: 49358.785156
Splitting cluster 80 changes total score from -42172176.000000 to -42173060.000000
So it's getting split into cluster 82.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1990 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21434 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 9149 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14347 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23131 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36302 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19124 members 
Mstep: Class 36 contains 22644 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1170 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1282 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11181 members 
Mstep: Class 53 contains 3780 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22067 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23311 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5864 members 
Mstep: Class 61 contains 20155 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1141 members 
Mstep: Class 64 contains 36089 members 
Mstep: Class 65 contains 18624 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6167 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13557 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 11889 members 
Mstep: Class 76 contains 29636 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3982 members 
Mstep: Class 80 contains 20038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173396.000000 Penalty: 49358.785156
Iteration 319Q: 83 clusters Score -4.21734e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2675 members 
Mstep: Class 3 contains 21307 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29373 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8630 members 
Mstep: Class 16 contains 2300 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21375 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 8870 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14353 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23121 members 
Mstep: Class 30 contains 7019 members 
Mstep: Class 31 contains 874 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36318 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19079 members 
Mstep: Class 36 contains 22624 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1138 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1242 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11303 members 
Mstep: Class 53 contains 3781 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22141 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23398 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5868 members 
Mstep: Class 61 contains 20146 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1146 members 
Mstep: Class 64 contains 36085 members 
Mstep: Class 65 contains 18348 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6420 members 
Mstep: Class 71 contains 26282 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13655 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 12253 members 
Mstep: Class 76 contains 29809 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3970 members 
Mstep: Class 80 contains 19641 members 
Mstep: Class 81 contains 19815 members 
Mstep: Class 82 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173644.000000 Penalty: 49358.785156
Iteration 320F: 83 clusters Score -4.217364e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 21289 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29516 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8652 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21332 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14352 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23110 members 
Mstep: Class 30 contains 7028 members 
Mstep: Class 31 contains 875 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36329 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 19030 members 
Mstep: Class 36 contains 22638 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4436 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1098 members 
Mstep: Class 45 contains 1687 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1208 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11330 members 
Mstep: Class 53 contains 3781 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22191 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23475 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5876 members 
Mstep: Class 61 contains 20134 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1149 members 
Mstep: Class 64 contains 36078 members 
Mstep: Class 65 contains 18060 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6272 members 
Mstep: Class 71 contains 26269 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13823 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 12492 members 
Mstep: Class 76 contains 30006 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3962 members 
Mstep: Class 80 contains 19380 members 
Mstep: Class 81 contains 20106 members 
Mstep: Class 82 contains 4500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173536.000000 Penalty: 49358.785156
Iteration 321Q: 83 clusters Score -4.217354e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1956 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29659 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 8682 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21254 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 8210 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14357 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23103 members 
Mstep: Class 30 contains 7030 members 
Mstep: Class 31 contains 876 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36368 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18983 members 
Mstep: Class 36 contains 22625 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4436 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1067 members 
Mstep: Class 45 contains 1687 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1167 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11365 members 
Mstep: Class 53 contains 3784 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22236 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23563 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5877 members 
Mstep: Class 61 contains 20125 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1154 members 
Mstep: Class 64 contains 36074 members 
Mstep: Class 65 contains 17733 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 6057 members 
Mstep: Class 71 contains 26261 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14073 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 12815 members 
Mstep: Class 76 contains 30201 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3950 members 
Mstep: Class 80 contains 19126 members 
Mstep: Class 81 contains 20332 members 
Mstep: Class 82 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173428.000000 Penalty: 49358.785156
Iteration 322Q: 83 clusters Score -4.217343e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 21318 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29808 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 8715 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21176 members 
Mstep: Class 19 contains 2994 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 7848 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14362 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23094 members 
Mstep: Class 30 contains 7021 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36394 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18942 members 
Mstep: Class 36 contains 22605 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4436 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1038 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1136 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11419 members 
Mstep: Class 53 contains 3789 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22255 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 23659 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5885 members 
Mstep: Class 61 contains 20120 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1159 members 
Mstep: Class 64 contains 36071 members 
Mstep: Class 65 contains 17388 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1555 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 5839 members 
Mstep: Class 71 contains 26258 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14340 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 13181 members 
Mstep: Class 76 contains 30405 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3936 members 
Mstep: Class 80 contains 18838 members 
Mstep: Class 81 contains 20546 members 
Mstep: Class 82 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173044.000000 Penalty: 49358.785156
Iteration 323Q: 83 clusters Score -4.217304e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 21362 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29944 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 8762 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21105 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 7505 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14369 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23092 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 879 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36401 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18901 members 
Mstep: Class 36 contains 22575 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4441 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 1010 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1106 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11485 members 
Mstep: Class 53 contains 3794 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22294 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 23766 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5892 members 
Mstep: Class 61 contains 20115 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1164 members 
Mstep: Class 64 contains 36071 members 
Mstep: Class 65 contains 17019 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 5589 members 
Mstep: Class 71 contains 26228 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14627 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 13593 members 
Mstep: Class 76 contains 30592 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3918 members 
Mstep: Class 80 contains 18541 members 
Mstep: Class 81 contains 20760 members 
Mstep: Class 82 contains 4389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172672.000000 Penalty: 49358.785156
Iteration 324Q: 83 clusters Score -4.217267e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 21391 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30060 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 8781 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 21049 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 7196 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14364 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23088 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 877 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36437 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18874 members 
Mstep: Class 36 contains 22559 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4443 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 986 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1075 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11552 members 
Mstep: Class 53 contains 3799 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22327 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 23867 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5889 members 
Mstep: Class 61 contains 20088 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1174 members 
Mstep: Class 64 contains 36075 members 
Mstep: Class 65 contains 16694 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 5385 members 
Mstep: Class 71 contains 26197 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14851 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 13977 members 
Mstep: Class 76 contains 30766 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3900 members 
Mstep: Class 80 contains 18198 members 
Mstep: Class 81 contains 21043 members 
Mstep: Class 82 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172460.000000 Penalty: 49358.785156
Iteration 325Q: 83 clusters Score -4.217246e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 21428 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30165 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 8801 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20978 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 6900 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14364 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23079 members 
Mstep: Class 30 contains 7011 members 
Mstep: Class 31 contains 878 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36478 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18842 members 
Mstep: Class 36 contains 22550 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4443 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 964 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1040 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11639 members 
Mstep: Class 53 contains 3808 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22337 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 23958 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5883 members 
Mstep: Class 61 contains 20067 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1184 members 
Mstep: Class 64 contains 36087 members 
Mstep: Class 65 contains 16381 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1404 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 5148 members 
Mstep: Class 71 contains 26164 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15076 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 14354 members 
Mstep: Class 76 contains 30949 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3880 members 
Mstep: Class 80 contains 17889 members 
Mstep: Class 81 contains 21305 members 
Mstep: Class 82 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172232.000000 Penalty: 49358.785156
Iteration 326Q: 83 clusters Score -4.217223e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30277 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 8833 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20916 members 
Mstep: Class 19 contains 2988 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14363 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23061 members 
Mstep: Class 30 contains 7008 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36516 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18803 members 
Mstep: Class 36 contains 22561 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4442 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 947 members 
Mstep: Class 45 contains 1688 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 1009 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11708 members 
Mstep: Class 53 contains 3810 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22339 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24024 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5880 members 
Mstep: Class 61 contains 20047 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1198 members 
Mstep: Class 64 contains 36094 members 
Mstep: Class 65 contains 16068 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1557 members 
Mstep: Class 68 contains 1403 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4971 members 
Mstep: Class 71 contains 26142 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15282 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 14701 members 
Mstep: Class 76 contains 31142 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3857 members 
Mstep: Class 80 contains 17521 members 
Mstep: Class 81 contains 21599 members 
Mstep: Class 82 contains 4238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172044.000000 Penalty: 49358.785156
Iteration 327Q: 83 clusters Score -4.217204e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30393 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6174 members 
Mstep: Class 15 contains 8863 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 6336 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14368 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23053 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36543 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18768 members 
Mstep: Class 36 contains 22564 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4440 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 933 members 
Mstep: Class 45 contains 1689 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 968 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 11788 members 
Mstep: Class 53 contains 3814 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22338 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24110 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5875 members 
Mstep: Class 61 contains 20016 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1215 members 
Mstep: Class 64 contains 36090 members 
Mstep: Class 65 contains 15758 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1557 members 
Mstep: Class 68 contains 1404 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4811 members 
Mstep: Class 71 contains 26116 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15443 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 15036 members 
Mstep: Class 76 contains 31339 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3828 members 
Mstep: Class 80 contains 17167 members 
Mstep: Class 81 contains 21910 members 
Mstep: Class 82 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171828.000000 Penalty: 49358.785156
Iteration 328Q: 83 clusters Score -4.217183e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 21552 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1895 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30534 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 8913 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20810 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 661 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14363 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 7001 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36573 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18739 members 
Mstep: Class 36 contains 22575 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 912 members 
Mstep: Class 45 contains 1691 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 935 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 11866 members 
Mstep: Class 53 contains 3821 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22335 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24182 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5870 members 
Mstep: Class 61 contains 19985 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1231 members 
Mstep: Class 64 contains 36094 members 
Mstep: Class 65 contains 15524 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1406 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4644 members 
Mstep: Class 71 contains 26096 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15551 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 15428 members 
Mstep: Class 76 contains 31518 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3798 members 
Mstep: Class 80 contains 16807 members 
Mstep: Class 81 contains 22155 members 
Mstep: Class 82 contains 4141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171740.000000 Penalty: 49358.785156
Iteration 329Q: 83 clusters Score -4.217174e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 21592 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30637 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6179 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20775 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 5767 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14360 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23029 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36576 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18722 members 
Mstep: Class 36 contains 22596 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4435 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 895 members 
Mstep: Class 45 contains 1693 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 905 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 11951 members 
Mstep: Class 53 contains 3826 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22344 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24254 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5861 members 
Mstep: Class 61 contains 19972 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1237 members 
Mstep: Class 64 contains 36094 members 
Mstep: Class 65 contains 15299 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1562 members 
Mstep: Class 68 contains 1407 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4463 members 
Mstep: Class 71 contains 26049 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15653 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 15853 members 
Mstep: Class 76 contains 31687 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3779 members 
Mstep: Class 80 contains 16412 members 
Mstep: Class 81 contains 22416 members 
Mstep: Class 82 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171484.000000 Penalty: 49358.785156
Iteration 330Q: 83 clusters Score -4.217148e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 21638 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1864 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30701 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6180 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20732 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 5532 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14355 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23028 members 
Mstep: Class 30 contains 6998 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36591 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18705 members 
Mstep: Class 36 contains 22591 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 883 members 
Mstep: Class 45 contains 1698 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 869 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1115 members 
Mstep: Class 52 contains 12042 members 
Mstep: Class 53 contains 3829 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22339 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24314 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5857 members 
Mstep: Class 61 contains 19987 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1244 members 
Mstep: Class 64 contains 36102 members 
Mstep: Class 65 contains 15012 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1567 members 
Mstep: Class 68 contains 1408 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4309 members 
Mstep: Class 71 contains 26009 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15758 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 16279 members 
Mstep: Class 76 contains 31868 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3768 members 
Mstep: Class 80 contains 15999 members 
Mstep: Class 81 contains 22712 members 
Mstep: Class 82 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171516.000000 Penalty: 49358.785156
Iteration 331Q: 83 clusters Score -4.217152e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2618 members 
Mstep: Class 3 contains 21700 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30785 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20675 members 
Mstep: Class 19 contains 2983 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14355 members 
Mstep: Class 26 contains 2825 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23030 members 
Mstep: Class 30 contains 6999 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36596 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18683 members 
Mstep: Class 36 contains 22595 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 871 members 
Mstep: Class 45 contains 1701 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 834 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12145 members 
Mstep: Class 53 contains 3832 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22309 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24416 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5853 members 
Mstep: Class 61 contains 19982 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1253 members 
Mstep: Class 64 contains 36105 members 
Mstep: Class 65 contains 14701 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1410 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4197 members 
Mstep: Class 71 contains 25970 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15862 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 16681 members 
Mstep: Class 76 contains 32048 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3754 members 
Mstep: Class 80 contains 15572 members 
Mstep: Class 81 contains 23028 members 
Mstep: Class 82 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171384.000000 Penalty: 49358.785156
Iteration 332Q: 83 clusters Score -4.217138e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2620 members 
Mstep: Class 3 contains 21784 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30872 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6186 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20628 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 4994 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14351 members 
Mstep: Class 26 contains 2822 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23032 members 
Mstep: Class 30 contains 7001 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36588 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18670 members 
Mstep: Class 36 contains 22568 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4436 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 866 members 
Mstep: Class 45 contains 1702 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12237 members 
Mstep: Class 53 contains 3835 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22288 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24545 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5844 members 
Mstep: Class 61 contains 19955 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1262 members 
Mstep: Class 64 contains 36097 members 
Mstep: Class 65 contains 14339 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1569 members 
Mstep: Class 68 contains 1413 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4092 members 
Mstep: Class 71 contains 25937 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16005 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 17074 members 
Mstep: Class 76 contains 32219 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3744 members 
Mstep: Class 80 contains 15183 members 
Mstep: Class 81 contains 23321 members 
Mstep: Class 82 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171216.000000 Penalty: 49358.785156
Iteration 333Q: 83 clusters Score -4.217122e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 21864 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30938 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 9096 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20571 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14351 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 7004 members 
Mstep: Class 31 contains 880 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36582 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18660 members 
Mstep: Class 36 contains 22526 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 856 members 
Mstep: Class 45 contains 1703 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 776 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12325 members 
Mstep: Class 53 contains 3836 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22263 members 
Mstep: Class 57 contains 130 members 
Mstep: Class 58 contains 24665 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5842 members 
Mstep: Class 61 contains 19930 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1269 members 
Mstep: Class 64 contains 36092 members 
Mstep: Class 65 contains 13962 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1416 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 4002 members 
Mstep: Class 71 contains 25914 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16112 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 17427 members 
Mstep: Class 76 contains 32401 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3738 members 
Mstep: Class 80 contains 14813 members 
Mstep: Class 81 contains 23633 members 
Mstep: Class 82 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170780.000000 Penalty: 49358.785156
Iteration 334Q: 83 clusters Score -4.217078e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 21948 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30989 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9126 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14342 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23030 members 
Mstep: Class 30 contains 7006 members 
Mstep: Class 31 contains 881 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36592 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18650 members 
Mstep: Class 36 contains 22480 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 844 members 
Mstep: Class 45 contains 1704 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 741 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12431 members 
Mstep: Class 53 contains 3837 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22228 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 24774 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5838 members 
Mstep: Class 61 contains 19919 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1278 members 
Mstep: Class 64 contains 36085 members 
Mstep: Class 65 contains 13643 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3940 members 
Mstep: Class 71 contains 25900 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16173 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 17800 members 
Mstep: Class 76 contains 32584 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3738 members 
Mstep: Class 80 contains 14395 members 
Mstep: Class 81 contains 23908 members 
Mstep: Class 82 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170544.000000 Penalty: 49358.785156
Iteration 335Q: 83 clusters Score -4.217054e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 22016 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1801 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 31019 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20498 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 4275 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14333 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23036 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36582 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18648 members 
Mstep: Class 36 contains 22429 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 831 members 
Mstep: Class 45 contains 1706 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 709 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12537 members 
Mstep: Class 53 contains 3836 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22194 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 24895 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5826 members 
Mstep: Class 61 contains 19918 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1285 members 
Mstep: Class 64 contains 36079 members 
Mstep: Class 65 contains 13378 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3887 members 
Mstep: Class 71 contains 25891 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16187 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 18185 members 
Mstep: Class 76 contains 32744 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3734 members 
Mstep: Class 80 contains 14040 members 
Mstep: Class 81 contains 24121 members 
Mstep: Class 82 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170476.000000 Penalty: 49358.785156
Iteration 336Q: 83 clusters Score -4.217048e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2687 members 
Mstep: Class 3 contains 22092 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 31019 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9190 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20459 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 4085 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14326 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23030 members 
Mstep: Class 30 contains 6998 members 
Mstep: Class 31 contains 884 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36576 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18642 members 
Mstep: Class 36 contains 22386 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4439 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 813 members 
Mstep: Class 45 contains 1708 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 690 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12652 members 
Mstep: Class 53 contains 3836 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22129 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 24996 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5813 members 
Mstep: Class 61 contains 19877 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1292 members 
Mstep: Class 64 contains 36081 members 
Mstep: Class 65 contains 13094 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3883 members 
Mstep: Class 71 contains 25888 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16156 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 18581 members 
Mstep: Class 76 contains 32955 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3736 members 
Mstep: Class 80 contains 13726 members 
Mstep: Class 81 contains 24318 members 
Mstep: Class 82 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170380.000000 Penalty: 49358.785156
Iteration 337Q: 83 clusters Score -4.217038e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2714 members 
Mstep: Class 3 contains 22185 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 31027 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9231 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20423 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 3890 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14323 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23024 members 
Mstep: Class 30 contains 6991 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36579 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18628 members 
Mstep: Class 36 contains 22349 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4440 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 795 members 
Mstep: Class 45 contains 1709 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 676 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12745 members 
Mstep: Class 53 contains 3838 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22041 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 25057 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5804 members 
Mstep: Class 61 contains 19844 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1296 members 
Mstep: Class 64 contains 36082 members 
Mstep: Class 65 contains 12849 members 
Mstep: Class 66 contains 742 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3871 members 
Mstep: Class 71 contains 25889 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16133 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 18922 members 
Mstep: Class 76 contains 33175 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3737 members 
Mstep: Class 80 contains 13470 members 
Mstep: Class 81 contains 24462 members 
Mstep: Class 82 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170320.000000 Penalty: 49358.785156
Iteration 338Q: 83 clusters Score -4.217032e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 22293 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 31029 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20400 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 3683 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14319 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23035 members 
Mstep: Class 30 contains 6988 members 
Mstep: Class 31 contains 886 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36589 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18606 members 
Mstep: Class 36 contains 22283 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4442 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 774 members 
Mstep: Class 45 contains 1711 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 664 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12826 members 
Mstep: Class 53 contains 3839 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21944 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 25114 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5802 members 
Mstep: Class 61 contains 19823 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1304 members 
Mstep: Class 64 contains 36080 members 
Mstep: Class 65 contains 12638 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1571 members 
Mstep: Class 68 contains 1418 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3858 members 
Mstep: Class 71 contains 25908 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16076 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 19181 members 
Mstep: Class 76 contains 33380 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3729 members 
Mstep: Class 80 contains 13274 members 
Mstep: Class 81 contains 24616 members 
Mstep: Class 82 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170072.000000 Penalty: 49358.785156
Iteration 339Q: 83 clusters Score -4.217007e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 22424 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 31003 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9331 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20384 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 3508 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14316 members 
Mstep: Class 26 contains 2814 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23050 members 
Mstep: Class 30 contains 6992 members 
Mstep: Class 31 contains 886 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36616 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18575 members 
Mstep: Class 36 contains 22195 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4443 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 764 members 
Mstep: Class 45 contains 1712 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 657 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12908 members 
Mstep: Class 53 contains 3842 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21842 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 25153 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5791 members 
Mstep: Class 61 contains 19794 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1309 members 
Mstep: Class 64 contains 36076 members 
Mstep: Class 65 contains 12446 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1567 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3827 members 
Mstep: Class 71 contains 25923 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16063 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 19420 members 
Mstep: Class 76 contains 33578 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3730 members 
Mstep: Class 80 contains 13107 members 
Mstep: Class 81 contains 24707 members 
Mstep: Class 82 contains 3708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169932.000000 Penalty: 49358.785156
Iteration 340F: 83 clusters Score -4.216993e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 22569 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30973 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20369 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14313 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23052 members 
Mstep: Class 30 contains 6996 members 
Mstep: Class 31 contains 887 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36640 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18563 members 
Mstep: Class 36 contains 22098 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4441 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 754 members 
Mstep: Class 45 contains 1713 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 646 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 12981 members 
Mstep: Class 53 contains 3844 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21746 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 25213 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5785 members 
Mstep: Class 61 contains 19769 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1311 members 
Mstep: Class 64 contains 36058 members 
Mstep: Class 65 contains 12279 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1563 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3777 members 
Mstep: Class 71 contains 25943 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16045 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 19681 members 
Mstep: Class 76 contains 33760 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3731 members 
Mstep: Class 80 contains 12899 members 
Mstep: Class 81 contains 24824 members 
Mstep: Class 82 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169864.000000 Penalty: 49358.785156
Iteration 341Q: 83 clusters Score -4.216986e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 22727 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1705 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30935 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 3330 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20364 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14305 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23048 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 888 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36664 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18547 members 
Mstep: Class 36 contains 22029 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4444 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 1713 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 632 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 13058 members 
Mstep: Class 53 contains 3845 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21615 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 25278 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5782 members 
Mstep: Class 61 contains 19746 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1314 members 
Mstep: Class 64 contains 36051 members 
Mstep: Class 65 contains 12060 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3715 members 
Mstep: Class 71 contains 25944 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16048 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 19953 members 
Mstep: Class 76 contains 33947 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3738 members 
Mstep: Class 80 contains 12718 members 
Mstep: Class 81 contains 24949 members 
Mstep: Class 82 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169840.000000 Penalty: 49358.785156
Iteration 342Q: 83 clusters Score -4.216984e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 22844 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30904 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9449 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20360 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2987 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14296 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23055 members 
Mstep: Class 30 contains 7004 members 
Mstep: Class 31 contains 889 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36672 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18527 members 
Mstep: Class 36 contains 21961 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4444 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 724 members 
Mstep: Class 45 contains 1713 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 618 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 13146 members 
Mstep: Class 53 contains 3850 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21475 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25340 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5777 members 
Mstep: Class 61 contains 19736 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1318 members 
Mstep: Class 64 contains 36046 members 
Mstep: Class 65 contains 11814 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3660 members 
Mstep: Class 71 contains 25976 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16083 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20237 members 
Mstep: Class 76 contains 34117 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3743 members 
Mstep: Class 80 contains 12555 members 
Mstep: Class 81 contains 25025 members 
Mstep: Class 82 contains 3650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169772.000000 Penalty: 49358.785156
Iteration 343Q: 83 clusters Score -4.216977e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 22974 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1678 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30871 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9489 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20340 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23050 members 
Mstep: Class 30 contains 6999 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36704 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18507 members 
Mstep: Class 36 contains 21885 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4445 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 1714 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 612 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 13245 members 
Mstep: Class 53 contains 3854 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21348 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25396 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5773 members 
Mstep: Class 61 contains 19723 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1319 members 
Mstep: Class 64 contains 36038 members 
Mstep: Class 65 contains 11637 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1419 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3608 members 
Mstep: Class 71 contains 26012 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16096 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20547 members 
Mstep: Class 76 contains 34286 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3748 members 
Mstep: Class 80 contains 12465 members 
Mstep: Class 81 contains 24952 members 
Mstep: Class 82 contains 3623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169564.000000 Penalty: 49358.785156
Iteration 344Q: 83 clusters Score -4.216956e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3006 members 
Mstep: Class 3 contains 23125 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1659 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30802 members 
Mstep: Class 9 contains 1235 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20322 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2693 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14285 members 
Mstep: Class 26 contains 2815 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23031 members 
Mstep: Class 30 contains 6998 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36739 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18485 members 
Mstep: Class 36 contains 21784 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 689 members 
Mstep: Class 45 contains 1715 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 599 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1114 members 
Mstep: Class 52 contains 13328 members 
Mstep: Class 53 contains 3857 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21238 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25429 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5768 members 
Mstep: Class 61 contains 19717 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1320 members 
Mstep: Class 64 contains 36028 members 
Mstep: Class 65 contains 11457 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1419 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3547 members 
Mstep: Class 71 contains 26052 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16132 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 20907 members 
Mstep: Class 76 contains 34472 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3754 members 
Mstep: Class 80 contains 12429 members 
Mstep: Class 81 contains 24762 members 
Mstep: Class 82 contains 3617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169456.000000 Penalty: 49358.785156
Iteration 345Q: 83 clusters Score -4.216946e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 23252 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30716 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 9563 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20293 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14284 members 
Mstep: Class 26 contains 2814 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 6997 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36780 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18467 members 
Mstep: Class 36 contains 21697 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4447 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 676 members 
Mstep: Class 45 contains 1717 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 585 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1113 members 
Mstep: Class 52 contains 13417 members 
Mstep: Class 53 contains 3863 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21104 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25484 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5764 members 
Mstep: Class 61 contains 19716 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1322 members 
Mstep: Class 64 contains 36027 members 
Mstep: Class 65 contains 11269 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1419 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3505 members 
Mstep: Class 71 contains 26109 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16159 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 21283 members 
Mstep: Class 76 contains 34649 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3757 members 
Mstep: Class 80 contains 12441 members 
Mstep: Class 81 contains 24488 members 
Mstep: Class 82 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169388.000000 Penalty: 49358.785156
Iteration 346Q: 83 clusters Score -4.216939e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 23354 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30609 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3185 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9594 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20280 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2443 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14272 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23013 members 
Mstep: Class 30 contains 6998 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36801 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18456 members 
Mstep: Class 36 contains 21615 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4448 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 669 members 
Mstep: Class 45 contains 1718 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 576 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13486 members 
Mstep: Class 53 contains 3870 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20975 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25525 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5762 members 
Mstep: Class 61 contains 19718 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1327 members 
Mstep: Class 64 contains 36025 members 
Mstep: Class 65 contains 11138 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1418 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3470 members 
Mstep: Class 71 contains 26176 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16126 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 21702 members 
Mstep: Class 76 contains 34848 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3755 members 
Mstep: Class 80 contains 12511 members 
Mstep: Class 81 contains 24122 members 
Mstep: Class 82 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169476.000000 Penalty: 49358.785156
Iteration 347Q: 83 clusters Score -4.216948e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 23405 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30476 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9640 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2340 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14256 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 23000 members 
Mstep: Class 30 contains 6999 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36849 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18431 members 
Mstep: Class 36 contains 21539 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4452 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 665 members 
Mstep: Class 45 contains 1718 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 572 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13556 members 
Mstep: Class 53 contains 3877 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20875 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25527 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5764 members 
Mstep: Class 61 contains 19720 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1331 members 
Mstep: Class 64 contains 36020 members 
Mstep: Class 65 contains 11020 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3446 members 
Mstep: Class 71 contains 26240 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16076 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 22196 members 
Mstep: Class 76 contains 35090 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3766 members 
Mstep: Class 80 contains 12651 members 
Mstep: Class 81 contains 23595 members 
Mstep: Class 82 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169396.000000 Penalty: 49358.785156
Iteration 348Q: 83 clusters Score -4.21694e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3222 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30336 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20219 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14237 members 
Mstep: Class 26 contains 2817 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22982 members 
Mstep: Class 30 contains 7001 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36894 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18415 members 
Mstep: Class 36 contains 21501 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4452 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 657 members 
Mstep: Class 45 contains 1720 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 567 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13624 members 
Mstep: Class 53 contains 3884 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20761 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25506 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5764 members 
Mstep: Class 61 contains 19716 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1333 members 
Mstep: Class 64 contains 36023 members 
Mstep: Class 65 contains 10906 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1416 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3382 members 
Mstep: Class 71 contains 26302 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 22786 members 
Mstep: Class 76 contains 35368 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3774 members 
Mstep: Class 80 contains 12840 members 
Mstep: Class 81 contains 22915 members 
Mstep: Class 82 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169528.000000 Penalty: 49358.785156
Iteration 349Q: 83 clusters Score -4.216953e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3270 members 
Mstep: Class 3 contains 23462 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30201 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 9716 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14224 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22966 members 
Mstep: Class 30 contains 7002 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36913 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18399 members 
Mstep: Class 36 contains 21518 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4454 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 647 members 
Mstep: Class 45 contains 1721 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 565 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13689 members 
Mstep: Class 53 contains 3888 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20640 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25442 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5762 members 
Mstep: Class 61 contains 19698 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1339 members 
Mstep: Class 64 contains 36025 members 
Mstep: Class 65 contains 10805 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1556 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3322 members 
Mstep: Class 71 contains 26350 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16043 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 23431 members 
Mstep: Class 76 contains 35685 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3767 members 
Mstep: Class 80 contains 13068 members 
Mstep: Class 81 contains 22147 members 
Mstep: Class 82 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169992.000000 Penalty: 49358.785156
Iteration 350Q: 83 clusters Score -4.216999e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 23464 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30094 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20196 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14212 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22955 members 
Mstep: Class 30 contains 7003 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36957 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18385 members 
Mstep: Class 36 contains 21533 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4453 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 642 members 
Mstep: Class 45 contains 1724 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 560 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13753 members 
Mstep: Class 53 contains 3891 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20537 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25319 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5760 members 
Mstep: Class 61 contains 19678 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1341 members 
Mstep: Class 64 contains 36023 members 
Mstep: Class 65 contains 10719 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1555 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3216 members 
Mstep: Class 71 contains 26419 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 16010 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 24086 members 
Mstep: Class 76 contains 36032 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3757 members 
Mstep: Class 80 contains 13272 members 
Mstep: Class 81 contains 21438 members 
Mstep: Class 82 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170100.000000 Penalty: 49358.785156
Iteration 351Q: 83 clusters Score -4.21701e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 23437 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1592 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30043 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 9782 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20186 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1927 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14194 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22947 members 
Mstep: Class 30 contains 7006 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36999 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18369 members 
Mstep: Class 36 contains 21561 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4453 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 635 members 
Mstep: Class 45 contains 1727 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 551 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13809 members 
Mstep: Class 53 contains 3895 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20450 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 25140 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5757 members 
Mstep: Class 61 contains 19654 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1344 members 
Mstep: Class 64 contains 36022 members 
Mstep: Class 65 contains 10583 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3129 members 
Mstep: Class 71 contains 26478 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15952 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 24737 members 
Mstep: Class 76 contains 36385 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3745 members 
Mstep: Class 80 contains 13519 members 
Mstep: Class 81 contains 20757 members 
Mstep: Class 82 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169804.000000 Penalty: 49358.785156
Iteration 352Q: 83 clusters Score -4.21698e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3376 members 
Mstep: Class 3 contains 23406 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30044 members 
Mstep: Class 9 contains 1243 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20181 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1834 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14185 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22932 members 
Mstep: Class 30 contains 7010 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37024 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18359 members 
Mstep: Class 36 contains 21612 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4454 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 631 members 
Mstep: Class 45 contains 1730 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 540 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13850 members 
Mstep: Class 53 contains 3896 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20392 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24892 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5757 members 
Mstep: Class 61 contains 19637 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1348 members 
Mstep: Class 64 contains 36025 members 
Mstep: Class 65 contains 10482 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3108 members 
Mstep: Class 71 contains 26503 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15804 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25437 members 
Mstep: Class 76 contains 36744 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3733 members 
Mstep: Class 80 contains 13811 members 
Mstep: Class 81 contains 19987 members 
Mstep: Class 82 contains 3584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169796.000000 Penalty: 49358.785156
Iteration 353Q: 83 clusters Score -4.21698e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 23363 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30075 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20161 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1747 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14173 members 
Mstep: Class 26 contains 2821 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22925 members 
Mstep: Class 30 contains 7011 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37032 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18350 members 
Mstep: Class 36 contains 21651 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4453 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 630 members 
Mstep: Class 45 contains 1734 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 529 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 13881 members 
Mstep: Class 53 contains 3900 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20358 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24653 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5756 members 
Mstep: Class 61 contains 19610 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1351 members 
Mstep: Class 64 contains 36031 members 
Mstep: Class 65 contains 10404 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1417 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3037 members 
Mstep: Class 71 contains 26522 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15660 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26134 members 
Mstep: Class 76 contains 37096 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3723 members 
Mstep: Class 80 contains 14110 members 
Mstep: Class 81 contains 19246 members 
Mstep: Class 82 contains 3579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169752.000000 Penalty: 49358.785156
Iteration 354Q: 83 clusters Score -4.216975e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3422 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30146 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20133 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14157 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 1593 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22919 members 
Mstep: Class 30 contains 7013 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37078 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18340 members 
Mstep: Class 36 contains 21690 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4451 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 547 members 
Mstep: Class 44 contains 628 members 
Mstep: Class 45 contains 1736 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 519 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13905 members 
Mstep: Class 53 contains 3906 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20317 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24435 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5755 members 
Mstep: Class 61 contains 19567 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1354 members 
Mstep: Class 64 contains 36035 members 
Mstep: Class 65 contains 10302 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1418 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3038 members 
Mstep: Class 71 contains 26537 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15481 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26632 members 
Mstep: Class 76 contains 37365 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3714 members 
Mstep: Class 80 contains 14463 members 
Mstep: Class 81 contains 18642 members 
Mstep: Class 82 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169504.000000 Penalty: 49358.785156
Iteration 355Q: 83 clusters Score -4.21695e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 23332 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30204 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20120 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1623 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14151 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22919 members 
Mstep: Class 30 contains 7014 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37107 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18330 members 
Mstep: Class 36 contains 21695 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4448 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 626 members 
Mstep: Class 45 contains 1745 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 501 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1112 members 
Mstep: Class 52 contains 13934 members 
Mstep: Class 53 contains 3909 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20282 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24256 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5755 members 
Mstep: Class 61 contains 19560 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1355 members 
Mstep: Class 64 contains 36032 members 
Mstep: Class 65 contains 10235 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3054 members 
Mstep: Class 71 contains 26559 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15351 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26840 members 
Mstep: Class 76 contains 37546 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3700 members 
Mstep: Class 80 contains 14804 members 
Mstep: Class 81 contains 18246 members 
Mstep: Class 82 contains 3571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169540.000000 Penalty: 49358.785156
Iteration 356Q: 83 clusters Score -4.216954e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30264 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20089 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14148 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1589 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22921 members 
Mstep: Class 30 contains 7015 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37144 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18326 members 
Mstep: Class 36 contains 21695 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4448 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 625 members 
Mstep: Class 45 contains 1745 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 492 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 13969 members 
Mstep: Class 53 contains 3913 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20250 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24124 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5752 members 
Mstep: Class 61 contains 19558 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1355 members 
Mstep: Class 64 contains 36019 members 
Mstep: Class 65 contains 10182 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3022 members 
Mstep: Class 71 contains 26594 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15258 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26939 members 
Mstep: Class 76 contains 37690 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3682 members 
Mstep: Class 80 contains 15172 members 
Mstep: Class 81 contains 17926 members 
Mstep: Class 82 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169464.000000 Penalty: 49358.785156
Iteration 357Q: 83 clusters Score -4.216946e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 23295 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30316 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 9917 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20079 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1487 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14142 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22913 members 
Mstep: Class 30 contains 7016 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37152 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18324 members 
Mstep: Class 36 contains 21691 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4448 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 622 members 
Mstep: Class 45 contains 1749 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 487 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 14001 members 
Mstep: Class 53 contains 3917 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20248 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24028 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19560 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1354 members 
Mstep: Class 64 contains 36018 members 
Mstep: Class 65 contains 10198 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2965 members 
Mstep: Class 71 contains 26611 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15175 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26938 members 
Mstep: Class 76 contains 37813 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3669 members 
Mstep: Class 80 contains 15533 members 
Mstep: Class 81 contains 17677 members 
Mstep: Class 82 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169172.000000 Penalty: 49358.785156
Iteration 358Q: 83 clusters Score -4.216917e+07 nChanged 1964
Entering ConstructFrom: 
Score: -42169172.000000 Penalty: 49358.785156
Entering ConstructFrom: 
Trying to split cluster 1 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -376585.812500 Penalty: 385.255890
	Iteration 0F: 2 clusters Score -376585.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -373420.031250 Penalty: 770.511780
	Iteration 0F: 3 clusters Score -373420 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -374658.281250 Penalty: 770.511780
	Iteration 1F: 3 clusters Score -374658.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -374742.218750 Penalty: 770.511780
	Iteration 2Q: 3 clusters Score -374742.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -374829.468750 Penalty: 770.511780
	Iteration 3Q: 3 clusters Score -374829.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -374937.218750 Penalty: 770.511780
	Iteration 4Q: 3 clusters Score -374937.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -375090.000000 Penalty: 770.511780
	Iteration 5F: 3 clusters Score -375090 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -375336.312500 Penalty: 770.511780
	Iteration 6F: 3 clusters Score -375336.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -375625.562500 Penalty: 770.511780
	Iteration 7F: 3 clusters Score -375625.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -375877.562500 Penalty: 770.511780
	Iteration 8F: 3 clusters Score -375877.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -376060.406250 Penalty: 770.511780
	Iteration 9Q: 3 clusters Score -376060.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -376163.562500 Penalty: 770.511780
	Iteration 10Q: 3 clusters Score -376163.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -376229.750000 Penalty: 770.511780
	Iteration 11Q: 3 clusters Score -376229.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -376275.625000 Penalty: 770.511780
	Iteration 12Q: 3 clusters Score -376275.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -376297.406250 Penalty: 770.511780
	Iteration 13Q: 3 clusters Score -376297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -376301.437500 Penalty: 770.511780
	Iteration 14Q: 3 clusters Score -376301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -376301.906250 Penalty: 770.511780
	Iteration 15Q: 3 clusters Score -376301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -376301.906250 Penalty: 770.511780
	Iteration 16F: 3 clusters Score -376301.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Entering Unmasked Estep 
Score: -285763.343750 Penalty: 371.782043
	Iteration 0F: 2 clusters Score -285763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -283371.031250 Penalty: 743.564087
	Iteration 0F: 3 clusters Score -283371 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -284288.625000 Penalty: 743.564087
	Iteration 1F: 3 clusters Score -284288.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -284491.531250 Penalty: 743.564087
	Iteration 2F: 3 clusters Score -284491.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -284745.406250 Penalty: 743.564087
	Iteration 3F: 3 clusters Score -284745.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -284971.281250 Penalty: 743.564087
	Iteration 4F: 3 clusters Score -284971.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -285141.218750 Penalty: 743.564087
	Iteration 5F: 3 clusters Score -285141.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -285289.250000 Penalty: 743.564087
	Iteration 6F: 3 clusters Score -285289.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -285405.656250 Penalty: 743.564087
	Iteration 7Q: 3 clusters Score -285405.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -285468.062500 Penalty: 743.564087
	Iteration 8Q: 3 clusters Score -285468.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285505.250000 Penalty: 743.564087
	Iteration 9Q: 3 clusters Score -285505.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285524.718750 Penalty: 743.564087
	Iteration 10Q: 3 clusters Score -285524.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -285537.843750 Penalty: 743.564087
	Iteration 11Q: 3 clusters Score -285537.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -285551.906250 Penalty: 743.564087
	Iteration 12Q: 3 clusters Score -285551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -285565.906250 Penalty: 743.564087
	Iteration 13Q: 3 clusters Score -285565.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -285581.625000 Penalty: 743.564087
	Iteration 14Q: 3 clusters Score -285581.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -285595.500000 Penalty: 743.564087
	Iteration 15Q: 3 clusters Score -285595.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -285604.250000 Penalty: 743.564087
	Iteration 16Q: 3 clusters Score -285604.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285610.968750 Penalty: 743.564087
	Iteration 17Q: 3 clusters Score -285611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285618.937500 Penalty: 743.564087
	Iteration 18Q: 3 clusters Score -285618.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285624.718750 Penalty: 743.564087
	Iteration 19Q: 3 clusters Score -285624.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -285628.250000 Penalty: 743.564087
	Iteration 20F: 3 clusters Score -285628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -285630.281250 Penalty: 743.564087
	Iteration 21Q: 3 clusters Score -285630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -285631.218750 Penalty: 743.564087
	Iteration 22Q: 3 clusters Score -285631.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285631.312500 Penalty: 743.564087
	Iteration 23Q: 3 clusters Score -285631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285632.375000 Penalty: 743.564087
	Iteration 24Q: 3 clusters Score -285632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -285632.781250 Penalty: 743.564087
	Iteration 25Q: 3 clusters Score -285632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285633.281250 Penalty: 743.564087
	Iteration 26Q: 3 clusters Score -285633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -285633.593750 Penalty: 743.564087
	Iteration 27Q: 3 clusters Score -285633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -285633.562500 Penalty: 743.564087
	Iteration 28Q: 3 clusters Score -285633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285634.843750 Penalty: 743.564087
	Iteration 29Q: 3 clusters Score -285634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285634.906250 Penalty: 743.564087
	Iteration 30Q: 3 clusters Score -285634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285635.812500 Penalty: 743.564087
	Iteration 31Q: 3 clusters Score -285635.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285635.875000 Penalty: 743.564087
	Iteration 32Q: 3 clusters Score -285635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285635.875000 Penalty: 743.564087
	Iteration 33Q: 3 clusters Score -285635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -285637.156250 Penalty: 743.564087
	Iteration 34Q: 3 clusters Score -285637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -285637.250000 Penalty: 743.564087
	Iteration 35Q: 3 clusters Score -285637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -285638.968750 Penalty: 743.564087
	Iteration 36Q: 3 clusters Score -285639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285639.656250 Penalty: 743.564087
	Iteration 37Q: 3 clusters Score -285639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285640.250000 Penalty: 743.564087
	Iteration 38Q: 3 clusters Score -285640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285641.593750 Penalty: 743.564087
	Iteration 39Q: 3 clusters Score -285641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -285642.562500 Penalty: 743.564087
	Iteration 40F: 3 clusters Score -285642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -285643.156250 Penalty: 743.564087
	Iteration 41Q: 3 clusters Score -285643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -285643.531250 Penalty: 743.564087
	Iteration 42Q: 3 clusters Score -285643.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -285643.406250 Penalty: 743.564087
	Iteration 43Q: 3 clusters Score -285643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285644.062500 Penalty: 743.564087
	Iteration 44Q: 3 clusters Score -285644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285644.187500 Penalty: 743.564087
	Iteration 45Q: 3 clusters Score -285644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285644.125000 Penalty: 743.564087
	Iteration 46Q: 3 clusters Score -285644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285644.031250 Penalty: 743.564087
	Iteration 47Q: 3 clusters Score -285644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285644.031250 Penalty: 743.564087
	Iteration 48F: 3 clusters Score -285644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -1884511.250000 Penalty: 457.479309
	Iteration 0F: 2 clusters Score -1884511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1869286.500000 Penalty: 914.958618
	Iteration 0F: 3 clusters Score -1869286 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1875704.500000 Penalty: 914.958618
	Iteration 1F: 3 clusters Score -1875704 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1875920.500000 Penalty: 914.958618
	Iteration 2Q: 3 clusters Score -1875920 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1876132.250000 Penalty: 914.958618
	Iteration 3Q: 3 clusters Score -1876132 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1876333.875000 Penalty: 914.958618
	Iteration 4Q: 3 clusters Score -1876334 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1876556.500000 Penalty: 914.958618
	Iteration 5Q: 3 clusters Score -1876556 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1876833.625000 Penalty: 914.958618
	Iteration 6Q: 3 clusters Score -1876834 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1877150.000000 Penalty: 914.958618
	Iteration 7Q: 3 clusters Score -1877150 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1877640.500000 Penalty: 914.958618
	Iteration 8Q: 3 clusters Score -1877640 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -1878363.375000 Penalty: 914.958618
	Iteration 9Q: 3 clusters Score -1878363 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1879381.250000 Penalty: 914.958618
	Iteration 10F: 3 clusters Score -1879381 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -1880521.750000 Penalty: 914.958618
	Iteration 11F: 3 clusters Score -1880522 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1881513.250000 Penalty: 914.958618
	Iteration 12Q: 3 clusters Score -1881513 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1882179.250000 Penalty: 914.958618
	Iteration 13Q: 3 clusters Score -1882179 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -1882530.250000 Penalty: 914.958618
	Iteration 14Q: 3 clusters Score -1882530 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1882703.625000 Penalty: 914.958618
	Iteration 15Q: 3 clusters Score -1882704 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1882826.000000 Penalty: 914.958618
	Iteration 16Q: 3 clusters Score -1882826 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1882949.000000 Penalty: 914.958618
	Iteration 17Q: 3 clusters Score -1882949 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1883057.875000 Penalty: 914.958618
	Iteration 18Q: 3 clusters Score -1883058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1883191.625000 Penalty: 914.958618
	Iteration 19Q: 3 clusters Score -1883192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -1883284.125000 Penalty: 914.958618
	Iteration 20F: 3 clusters Score -1883284 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1883384.750000 Penalty: 914.958618
	Iteration 21Q: 3 clusters Score -1883385 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -1883482.625000 Penalty: 914.958618
	Iteration 22Q: 3 clusters Score -1883483 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1883577.500000 Penalty: 914.958618
	Iteration 23Q: 3 clusters Score -1883578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -1883681.250000 Penalty: 914.958618
	Iteration 24Q: 3 clusters Score -1883681 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1883781.625000 Penalty: 914.958618
	Iteration 25Q: 3 clusters Score -1883782 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -1883866.875000 Penalty: 914.958618
	Iteration 26Q: 3 clusters Score -1883867 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1883927.875000 Penalty: 914.958618
	Iteration 27Q: 3 clusters Score -1883928 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -1883966.000000 Penalty: 914.958618
	Iteration 28Q: 3 clusters Score -1883966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -1884008.375000 Penalty: 914.958618
	Iteration 29Q: 3 clusters Score -1884008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1884033.500000 Penalty: 914.958618
	Iteration 30Q: 3 clusters Score -1884034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -1884054.125000 Penalty: 914.958618
	Iteration 31Q: 3 clusters Score -1884054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1884078.125000 Penalty: 914.958618
	Iteration 32Q: 3 clusters Score -1884078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -1884100.500000 Penalty: 914.958618
	Iteration 33Q: 3 clusters Score -1884100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -1884117.750000 Penalty: 914.958618
	Iteration 34Q: 3 clusters Score -1884118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -1884138.000000 Penalty: 914.958618
	Iteration 35Q: 3 clusters Score -1884138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -1884168.125000 Penalty: 914.958618
	Iteration 36Q: 3 clusters Score -1884168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -1884186.375000 Penalty: 914.958618
	Iteration 37Q: 3 clusters Score -1884186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1884193.250000 Penalty: 914.958618
	Iteration 38Q: 3 clusters Score -1884193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1884193.375000 Penalty: 914.958618
	Iteration 39Q: 3 clusters Score -1884193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -1884197.250000 Penalty: 914.958618
	Iteration 40F: 3 clusters Score -1884197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -1884202.625000 Penalty: 914.958618
	Iteration 41Q: 3 clusters Score -1884203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -1884203.125000 Penalty: 914.958618
	Iteration 42Q: 3 clusters Score -1884203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -1884203.250000 Penalty: 914.958618
	Iteration 43Q: 3 clusters Score -1884203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -1884202.250000 Penalty: 914.958618
	Iteration 44Q: 3 clusters Score -1884202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -1884206.875000 Penalty: 914.958618
	Iteration 45Q: 3 clusters Score -1884207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -1884210.000000 Penalty: 914.958618
	Iteration 46Q: 3 clusters Score -1884210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -1884209.250000 Penalty: 914.958618
	Iteration 47Q: 3 clusters Score -1884209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -1884209.125000 Penalty: 914.958618
	Iteration 48Q: 3 clusters Score -1884209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -1884210.000000 Penalty: 914.958618
	Iteration 49Q: 3 clusters Score -1884210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -1884210.750000 Penalty: 914.958618
	Iteration 50Q: 3 clusters Score -1884211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -1884210.750000 Penalty: 914.958618
	Iteration 51F: 3 clusters Score -1884211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -98717.281250 Penalty: 323.350586
	Iteration 0F: 2 clusters Score -98717.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97753.882812 Penalty: 646.701172
	Iteration 0F: 3 clusters Score -97753.88 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -98020.265625 Penalty: 646.701172
	Iteration 1F: 3 clusters Score -98020.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -98078.382812 Penalty: 646.701172
	Iteration 2F: 3 clusters Score -98078.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -98108.968750 Penalty: 646.701172
	Iteration 3Q: 3 clusters Score -98108.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -98125.109375 Penalty: 646.701172
	Iteration 4Q: 3 clusters Score -98125.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -98137.703125 Penalty: 646.701172
	Iteration 5Q: 3 clusters Score -98137.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -98147.078125 Penalty: 646.701172
	Iteration 6Q: 3 clusters Score -98147.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -98154.351562 Penalty: 646.701172
	Iteration 7Q: 3 clusters Score -98154.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -98159.179688 Penalty: 646.701172
	Iteration 8Q: 3 clusters Score -98159.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -98161.312500 Penalty: 646.701172
	Iteration 9Q: 3 clusters Score -98161.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -98162.742188 Penalty: 646.701172
	Iteration 10Q: 3 clusters Score -98162.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -98164.882812 Penalty: 646.701172
	Iteration 11Q: 3 clusters Score -98164.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -98166.562500 Penalty: 646.701172
	Iteration 12Q: 3 clusters Score -98166.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -98168.765625 Penalty: 646.701172
	Iteration 13Q: 3 clusters Score -98168.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -98171.093750 Penalty: 646.701172
	Iteration 14Q: 3 clusters Score -98171.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -98173.273438 Penalty: 646.701172
	Iteration 15Q: 3 clusters Score -98173.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -98174.664062 Penalty: 646.701172
	Iteration 16Q: 3 clusters Score -98174.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -98176.546875 Penalty: 646.701172
	Iteration 17Q: 3 clusters Score -98176.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -98178.351562 Penalty: 646.701172
	Iteration 18Q: 3 clusters Score -98178.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -98178.734375 Penalty: 646.701172
	Iteration 19Q: 3 clusters Score -98178.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -98179.546875 Penalty: 646.701172
	Iteration 20F: 3 clusters Score -98179.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -98180.484375 Penalty: 646.701172
	Iteration 21Q: 3 clusters Score -98180.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -98181.218750 Penalty: 646.701172
	Iteration 22Q: 3 clusters Score -98181.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -98181.804688 Penalty: 646.701172
	Iteration 23Q: 3 clusters Score -98181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -98182.843750 Penalty: 646.701172
	Iteration 24Q: 3 clusters Score -98182.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -98184.023438 Penalty: 646.701172
	Iteration 25Q: 3 clusters Score -98184.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -98187.070312 Penalty: 646.701172
	Iteration 26Q: 3 clusters Score -98187.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -98192.375000 Penalty: 646.701172
	Iteration 27Q: 3 clusters Score -98192.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -98198.445312 Penalty: 646.701172
	Iteration 28Q: 3 clusters Score -98198.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -98204.234375 Penalty: 646.701172
	Iteration 29Q: 3 clusters Score -98204.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -98207.406250 Penalty: 646.701172
	Iteration 30Q: 3 clusters Score -98207.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -98208.328125 Penalty: 646.701172
	Iteration 31Q: 3 clusters Score -98208.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -98208.882812 Penalty: 646.701172
	Iteration 32Q: 3 clusters Score -98208.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -98209.882812 Penalty: 646.701172
	Iteration 33Q: 3 clusters Score -98209.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -98212.273438 Penalty: 646.701172
	Iteration 34Q: 3 clusters Score -98212.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -98213.968750 Penalty: 646.701172
	Iteration 35Q: 3 clusters Score -98213.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -98215.843750 Penalty: 646.701172
	Iteration 36Q: 3 clusters Score -98215.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -98219.210938 Penalty: 646.701172
	Iteration 37Q: 3 clusters Score -98219.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -98223.484375 Penalty: 646.701172
	Iteration 38Q: 3 clusters Score -98223.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -98228.281250 Penalty: 646.701172
	Iteration 39Q: 3 clusters Score -98228.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -98232.765625 Penalty: 646.701172
	Iteration 40F: 3 clusters Score -98232.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -98237.343750 Penalty: 646.701172
	Iteration 41Q: 3 clusters Score -98237.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -98246.929688 Penalty: 646.701172
	Iteration 42Q: 3 clusters Score -98246.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -98257.429688 Penalty: 646.701172
	Iteration 43Q: 3 clusters Score -98257.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -98274.148438 Penalty: 646.701172
	Iteration 44Q: 3 clusters Score -98274.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -98290.804688 Penalty: 646.701172
	Iteration 45Q: 3 clusters Score -98290.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98304.218750 Penalty: 646.701172
	Iteration 46Q: 3 clusters Score -98304.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -98320.359375 Penalty: 646.701172
	Iteration 47Q: 3 clusters Score -98320.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -98339.906250 Penalty: 646.701172
	Iteration 48Q: 3 clusters Score -98339.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -98354.484375 Penalty: 646.701172
	Iteration 49Q: 3 clusters Score -98354.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -98366.164062 Penalty: 646.701172
	Iteration 50Q: 3 clusters Score -98366.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -98373.687500 Penalty: 646.701172
	Iteration 51Q: 3 clusters Score -98373.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -98377.304688 Penalty: 646.701172
	Iteration 52Q: 3 clusters Score -98377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -98379.625000 Penalty: 646.701172
	Iteration 53Q: 3 clusters Score -98379.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -98382.937500 Penalty: 646.701172
	Iteration 54Q: 3 clusters Score -98382.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -98388.375000 Penalty: 646.701172
	Iteration 55Q: 3 clusters Score -98388.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -98389.515625 Penalty: 646.701172
	Iteration 56Q: 3 clusters Score -98389.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -98390.476562 Penalty: 646.701172
	Iteration 57Q: 3 clusters Score -98390.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -98391.023438 Penalty: 646.701172
	Iteration 58Q: 3 clusters Score -98391.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -98391.023438 Penalty: 646.701172
	Iteration 59F: 3 clusters Score -98391.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18995.765625 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -18995.77 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 164 members 
Entering Unmasked Estep 
Score: -18647.841797 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -18647.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18762.585938 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -18762.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18792.296875 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -18792.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -18813.365234 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -18813.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18825.216797 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -18825.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -18834.605469 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -18834.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18841.884766 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -18841.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18845.404297 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -18845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18848.074219 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -18848.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18848.775391 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -18848.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18850.890625 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -18850.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18852.074219 Penalty: 519.949707
	Iteration 11Q: 3 clusters Score -18852.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18852.972656 Penalty: 519.949707
	Iteration 12Q: 3 clusters Score -18852.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18856.945312 Penalty: 519.949707
	Iteration 13Q: 3 clusters Score -18856.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -18866.666016 Penalty: 519.949707
	Iteration 14Q: 3 clusters Score -18866.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18867.470703 Penalty: 519.949707
	Iteration 15Q: 3 clusters Score -18867.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18868.519531 Penalty: 519.949707
	Iteration 16Q: 3 clusters Score -18868.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18868.519531 Penalty: 519.949707
	Iteration 17F: 3 clusters Score -18868.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -125894.554688 Penalty: 334.768799
	Iteration 0F: 2 clusters Score -125894.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -124754.078125 Penalty: 669.537598
	Iteration 0F: 3 clusters Score -124754.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -125133.351562 Penalty: 669.537598
	Iteration 1F: 3 clusters Score -125133.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125196.546875 Penalty: 669.537598
	Iteration 2F: 3 clusters Score -125196.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125235.710938 Penalty: 669.537598
	Iteration 3F: 3 clusters Score -125235.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125262.015625 Penalty: 669.537598
	Iteration 4Q: 3 clusters Score -125262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125287.085938 Penalty: 669.537598
	Iteration 5Q: 3 clusters Score -125287.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125314.804688 Penalty: 669.537598
	Iteration 6Q: 3 clusters Score -125314.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125336.242188 Penalty: 669.537598
	Iteration 7Q: 3 clusters Score -125336.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125358.023438 Penalty: 669.537598
	Iteration 8Q: 3 clusters Score -125358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125377.539062 Penalty: 669.537598
	Iteration 9Q: 3 clusters Score -125377.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -125397.671875 Penalty: 669.537598
	Iteration 10Q: 3 clusters Score -125397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125409.789062 Penalty: 669.537598
	Iteration 11Q: 3 clusters Score -125409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125422.148438 Penalty: 669.537598
	Iteration 12Q: 3 clusters Score -125422.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -125436.398438 Penalty: 669.537598
	Iteration 13Q: 3 clusters Score -125436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125444.687500 Penalty: 669.537598
	Iteration 14Q: 3 clusters Score -125444.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -125452.632812 Penalty: 669.537598
	Iteration 15Q: 3 clusters Score -125452.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125464.468750 Penalty: 669.537598
	Iteration 16Q: 3 clusters Score -125464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -125475.406250 Penalty: 669.537598
	Iteration 17Q: 3 clusters Score -125475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -125480.937500 Penalty: 669.537598
	Iteration 18Q: 3 clusters Score -125480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -125484.257812 Penalty: 669.537598
	Iteration 19Q: 3 clusters Score -125484.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125487.375000 Penalty: 669.537598
	Iteration 20F: 3 clusters Score -125487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125491.320312 Penalty: 669.537598
	Iteration 21Q: 3 clusters Score -125491.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -125494.187500 Penalty: 669.537598
	Iteration 22Q: 3 clusters Score -125494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -125495.257812 Penalty: 669.537598
	Iteration 23Q: 3 clusters Score -125495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125497.195312 Penalty: 669.537598
	Iteration 24Q: 3 clusters Score -125497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -125497.960938 Penalty: 669.537598
	Iteration 25Q: 3 clusters Score -125498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -125500.054688 Penalty: 669.537598
	Iteration 26Q: 3 clusters Score -125500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -125500.101562 Penalty: 669.537598
	Iteration 27Q: 3 clusters Score -125500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -125500.226562 Penalty: 669.537598
	Iteration 28Q: 3 clusters Score -125500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -125500.289062 Penalty: 669.537598
	Iteration 29Q: 3 clusters Score -125500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -125500.289062 Penalty: 669.537598
	Iteration 30F: 3 clusters Score -125500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -25879.304688 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -25879.3 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 243 members 
Entering Unmasked Estep 
Score: -25434.949219 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -25434.95 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25590.156250 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -25590.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -25635.000000 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -25635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25662.796875 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -25662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25672.359375 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -25672.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25683.480469 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -25683.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25697.339844 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -25697.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25708.425781 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -25708.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25725.492188 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -25725.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25750.298828 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -25750.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -25794.804688 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -25794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25817.214844 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -25817.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25837.296875 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -25837.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25866.357422 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -25866.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25891.703125 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -25891.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25924.279297 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -25924.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25931.787109 Penalty: 555.536194
	Iteration 16Q: 3 clusters Score -25931.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25935.599609 Penalty: 555.536194
	Iteration 17Q: 3 clusters Score -25935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25936.531250 Penalty: 555.536194
	Iteration 18Q: 3 clusters Score -25936.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25936.531250 Penalty: 555.536194
	Iteration 19F: 3 clusters Score -25936.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 141 members 
Mstep: Class 8 contains 30352 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37172 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18321 members 
Mstep: Class 36 contains 21685 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 478 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14041 members 
Mstep: Class 53 contains 3920 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20263 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10278 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2863 members 
Mstep: Class 71 contains 26634 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26809 members 
Mstep: Class 76 contains 37912 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3646 members 
Mstep: Class 80 contains 15909 members 
Mstep: Class 81 contains 17547 members 
Mstep: Class 82 contains 3526 members 
Mstep: Class 83 contains 307 members 
Entering Unmasked Estep 
Score: -42168816.000000 Penalty: 49960.722656
Splitting cluster 7 changes total score from -42169172.000000 to -42168816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (30352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Entering Unmasked Estep 
Score: -2464800.750000 Penalty: 469.588104
	Iteration 0F: 2 clusters Score -2464801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2447242.000000 Penalty: 939.176208
	Iteration 0F: 3 clusters Score -2447242 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2456086.750000 Penalty: 939.176208
	Iteration 1F: 3 clusters Score -2456087 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2457160.000000 Penalty: 939.176208
	Iteration 2F: 3 clusters Score -2457160 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2459044.750000 Penalty: 939.176208
	Iteration 3F: 3 clusters Score -2459045 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2461420.000000 Penalty: 939.176208
	Iteration 4F: 3 clusters Score -2461420 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2463619.000000 Penalty: 939.176208
	Iteration 5F: 3 clusters Score -2463619 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2464932.250000 Penalty: 939.176208
	Iteration 6F: 3 clusters Score -2464932 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2465358.500000 Penalty: 939.176208
	Iteration 7Q: 3 clusters Score -2465358 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2465547.250000 Penalty: 939.176208
	Iteration 8Q: 3 clusters Score -2465547 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2465643.750000 Penalty: 939.176208
	Iteration 9Q: 3 clusters Score -2465644 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2465686.750000 Penalty: 939.176208
	Iteration 10Q: 3 clusters Score -2465687 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2465722.500000 Penalty: 939.176208
	Iteration 11Q: 3 clusters Score -2465722 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2465622.250000 Penalty: 939.176208
	Iteration 12Q: 3 clusters Score -2465622 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -2465487.250000 Penalty: 939.176208
	Iteration 13Q: 3 clusters Score -2465487 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -2465386.750000 Penalty: 939.176208
	Iteration 14Q: 3 clusters Score -2465387 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2465295.250000 Penalty: 939.176208
	Iteration 15Q: 3 clusters Score -2465295 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2465169.250000 Penalty: 939.176208
	Iteration 16Q: 3 clusters Score -2465169 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2465078.500000 Penalty: 939.176208
	Iteration 17Q: 3 clusters Score -2465078 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -2465018.500000 Penalty: 939.176208
	Iteration 18Q: 3 clusters Score -2465018 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -2464987.500000 Penalty: 939.176208
	Iteration 19Q: 3 clusters Score -2464988 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -2465033.250000 Penalty: 939.176208
	Iteration 20F: 3 clusters Score -2465033 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2465062.500000 Penalty: 939.176208
	Iteration 21Q: 3 clusters Score -2465062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -2464985.000000 Penalty: 939.176208
	Iteration 22Q: 3 clusters Score -2464985 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -2464901.250000 Penalty: 939.176208
	Iteration 23Q: 3 clusters Score -2464901 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -2464838.000000 Penalty: 939.176208
	Iteration 24Q: 3 clusters Score -2464838 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -2464801.500000 Penalty: 939.176208
	Iteration 25Q: 3 clusters Score -2464802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -2464762.000000 Penalty: 939.176208
	Iteration 26Q: 3 clusters Score -2464762 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -2464731.250000 Penalty: 939.176208
	Iteration 27Q: 3 clusters Score -2464731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -2464722.000000 Penalty: 939.176208
	Iteration 28Q: 3 clusters Score -2464722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -2464660.750000 Penalty: 939.176208
	Iteration 29Q: 3 clusters Score -2464661 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2464622.500000 Penalty: 939.176208
	Iteration 30Q: 3 clusters Score -2464622 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -2464577.250000 Penalty: 939.176208
	Iteration 31Q: 3 clusters Score -2464577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -2464542.500000 Penalty: 939.176208
	Iteration 32Q: 3 clusters Score -2464542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -2464537.500000 Penalty: 939.176208
	Iteration 33Q: 3 clusters Score -2464538 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -2464542.750000 Penalty: 939.176208
	Iteration 34Q: 3 clusters Score -2464543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -2464532.250000 Penalty: 939.176208
	Iteration 35Q: 3 clusters Score -2464532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -2464512.000000 Penalty: 939.176208
	Iteration 36Q: 3 clusters Score -2464512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -2464513.000000 Penalty: 939.176208
	Iteration 37Q: 3 clusters Score -2464513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -2464511.750000 Penalty: 939.176208
	Iteration 38Q: 3 clusters Score -2464512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -2464513.750000 Penalty: 939.176208
	Iteration 39Q: 3 clusters Score -2464514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -2464518.500000 Penalty: 939.176208
	Iteration 40F: 3 clusters Score -2464518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -2464514.250000 Penalty: 939.176208
	Iteration 41Q: 3 clusters Score -2464514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -2464510.000000 Penalty: 939.176208
	Iteration 42Q: 3 clusters Score -2464510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -2464510.500000 Penalty: 939.176208
	Iteration 43Q: 3 clusters Score -2464510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -2464512.750000 Penalty: 939.176208
	Iteration 44Q: 3 clusters Score -2464513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -2464514.250000 Penalty: 939.176208
	Iteration 45Q: 3 clusters Score -2464514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -2464509.250000 Penalty: 939.176208
	Iteration 46Q: 3 clusters Score -2464509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -2464509.250000 Penalty: 939.176208
	Iteration 47F: 3 clusters Score -2464509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -89973.156250 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -89973.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -89048.226562 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -89048.23 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -89394.718750 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -89394.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -89485.468750 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -89485.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -89534.171875 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -89534.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -89558.960938 Penalty: 648.473938
	Iteration 4Q: 3 clusters Score -89558.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -89573.226562 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -89573.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -89587.664062 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -89587.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -89592.226562 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -89592.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -89601.195312 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -89601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89612.804688 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -89612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -89622.718750 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -89622.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -89635.093750 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -89635.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -89646.585938 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -89646.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89655.625000 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -89655.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -89660.617188 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -89660.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -89666.304688 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -89666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -89670.820312 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -89670.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -89674.859375 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -89674.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -89677.304688 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -89677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -89677.718750 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -89677.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -89679.429688 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -89679.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -89680.117188 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -89680.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -89680.687500 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -89680.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -89681.703125 Penalty: 648.473938
	Iteration 23Q: 3 clusters Score -89681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -89682.039062 Penalty: 648.473938
	Iteration 24Q: 3 clusters Score -89682.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89682.703125 Penalty: 648.473938
	Iteration 25Q: 3 clusters Score -89682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -89683.015625 Penalty: 648.473938
	Iteration 26Q: 3 clusters Score -89683.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -89683.015625 Penalty: 648.473938
	Iteration 27F: 3 clusters Score -89683.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -496452.156250 Penalty: 398.479156
	Iteration 0F: 2 clusters Score -496452.2 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 3156 members 
Entering Unmasked Estep 
Score: -492139.593750 Penalty: 796.958313
	Iteration 0F: 3 clusters Score -492139.6 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -493732.281250 Penalty: 796.958313
	Iteration 1F: 3 clusters Score -493732.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -493859.156250 Penalty: 796.958313
	Iteration 2F: 3 clusters Score -493859.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -493984.437500 Penalty: 796.958313
	Iteration 3Q: 3 clusters Score -493984.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -494142.062500 Penalty: 796.958313
	Iteration 4Q: 3 clusters Score -494142.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -494381.156250 Penalty: 796.958313
	Iteration 5F: 3 clusters Score -494381.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -494723.000000 Penalty: 796.958313
	Iteration 6F: 3 clusters Score -494723 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -495169.062500 Penalty: 796.958313
	Iteration 7F: 3 clusters Score -495169.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -495611.531250 Penalty: 796.958313
	Iteration 8F: 3 clusters Score -495611.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -495904.000000 Penalty: 796.958313
	Iteration 9Q: 3 clusters Score -495904 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -496047.343750 Penalty: 796.958313
	Iteration 10Q: 3 clusters Score -496047.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -496080.187500 Penalty: 796.958313
	Iteration 11Q: 3 clusters Score -496080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -496088.656250 Penalty: 796.958313
	Iteration 12Q: 3 clusters Score -496088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -496088.218750 Penalty: 796.958313
	Iteration 13Q: 3 clusters Score -496088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -496095.781250 Penalty: 796.958313
	Iteration 14Q: 3 clusters Score -496095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -496095.781250 Penalty: 796.958313
	Iteration 15F: 3 clusters Score -496095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -247212.812500 Penalty: 368.901276
	Iteration 0F: 2 clusters Score -247212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -244929.015625 Penalty: 737.802551
	Iteration 0F: 3 clusters Score -244929 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -245669.859375 Penalty: 737.802551
	Iteration 1F: 3 clusters Score -245669.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245731.640625 Penalty: 737.802551
	Iteration 2Q: 3 clusters Score -245731.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -245793.640625 Penalty: 737.802551
	Iteration 3Q: 3 clusters Score -245793.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245860.281250 Penalty: 737.802551
	Iteration 4Q: 3 clusters Score -245860.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -245942.687500 Penalty: 737.802551
	Iteration 5Q: 3 clusters Score -245942.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -246064.671875 Penalty: 737.802551
	Iteration 6F: 3 clusters Score -246064.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -246226.390625 Penalty: 737.802551
	Iteration 7F: 3 clusters Score -246226.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -246395.953125 Penalty: 737.802551
	Iteration 8F: 3 clusters Score -246396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -246569.703125 Penalty: 737.802551
	Iteration 9F: 3 clusters Score -246569.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -246714.218750 Penalty: 737.802551
	Iteration 10Q: 3 clusters Score -246714.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -246798.640625 Penalty: 737.802551
	Iteration 11Q: 3 clusters Score -246798.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -246837.656250 Penalty: 737.802551
	Iteration 12Q: 3 clusters Score -246837.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -246874.203125 Penalty: 737.802551
	Iteration 13Q: 3 clusters Score -246874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -246906.890625 Penalty: 737.802551
	Iteration 14Q: 3 clusters Score -246906.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -246931.484375 Penalty: 737.802551
	Iteration 15Q: 3 clusters Score -246931.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -246939.703125 Penalty: 737.802551
	Iteration 16Q: 3 clusters Score -246939.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -246946.437500 Penalty: 737.802551
	Iteration 17Q: 3 clusters Score -246946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -246954.796875 Penalty: 737.802551
	Iteration 18Q: 3 clusters Score -246954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -246958.156250 Penalty: 737.802551
	Iteration 19Q: 3 clusters Score -246958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -246960.890625 Penalty: 737.802551
	Iteration 20F: 3 clusters Score -246960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -246967.406250 Penalty: 737.802551
	Iteration 21Q: 3 clusters Score -246967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -246970.140625 Penalty: 737.802551
	Iteration 22Q: 3 clusters Score -246970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -246971.125000 Penalty: 737.802551
	Iteration 23Q: 3 clusters Score -246971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -246971.125000 Penalty: 737.802551
	Iteration 24F: 3 clusters Score -246971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 125 members 
Entering Unmasked Estep 
Score: -16055.273438 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16055.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16137.498047 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16137.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16166.990234 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16166.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -16177.536133 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16177.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -16190.678711 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16190.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16192.917969 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16192.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16193.195312 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16193.195312 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -16193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Entering Unmasked Estep 
Score: -232856.328125 Penalty: 366.912354
	Iteration 0F: 2 clusters Score -232856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -230611.171875 Penalty: 733.824707
	Iteration 0F: 3 clusters Score -230611.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -231391.296875 Penalty: 733.824707
	Iteration 1F: 3 clusters Score -231391.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -231487.687500 Penalty: 733.824707
	Iteration 2F: 3 clusters Score -231487.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -231564.953125 Penalty: 733.824707
	Iteration 3F: 3 clusters Score -231565 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -231649.000000 Penalty: 733.824707
	Iteration 4F: 3 clusters Score -231649 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -231734.281250 Penalty: 733.824707
	Iteration 5Q: 3 clusters Score -231734.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -231824.781250 Penalty: 733.824707
	Iteration 6Q: 3 clusters Score -231824.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -231936.546875 Penalty: 733.824707
	Iteration 7F: 3 clusters Score -231936.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -232053.109375 Penalty: 733.824707
	Iteration 8F: 3 clusters Score -232053.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -232154.015625 Penalty: 733.824707
	Iteration 9Q: 3 clusters Score -232154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -232251.625000 Penalty: 733.824707
	Iteration 10Q: 3 clusters Score -232251.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -232344.421875 Penalty: 733.824707
	Iteration 11Q: 3 clusters Score -232344.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -232402.281250 Penalty: 733.824707
	Iteration 12Q: 3 clusters Score -232402.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -232443.390625 Penalty: 733.824707
	Iteration 13Q: 3 clusters Score -232443.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -232472.000000 Penalty: 733.824707
	Iteration 14Q: 3 clusters Score -232472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -232494.000000 Penalty: 733.824707
	Iteration 15Q: 3 clusters Score -232494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -232512.687500 Penalty: 733.824707
	Iteration 16Q: 3 clusters Score -232512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -232527.125000 Penalty: 733.824707
	Iteration 17Q: 3 clusters Score -232527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -232534.890625 Penalty: 733.824707
	Iteration 18Q: 3 clusters Score -232534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -232543.078125 Penalty: 733.824707
	Iteration 19Q: 3 clusters Score -232543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -232546.968750 Penalty: 733.824707
	Iteration 20F: 3 clusters Score -232547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -232550.156250 Penalty: 733.824707
	Iteration 21Q: 3 clusters Score -232550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -232551.453125 Penalty: 733.824707
	Iteration 22Q: 3 clusters Score -232551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -232552.656250 Penalty: 733.824707
	Iteration 23Q: 3 clusters Score -232552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -232554.468750 Penalty: 733.824707
	Iteration 24Q: 3 clusters Score -232554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -232554.609375 Penalty: 733.824707
	Iteration 25Q: 3 clusters Score -232554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -232555.656250 Penalty: 733.824707
	Iteration 26Q: 3 clusters Score -232555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -232559.828125 Penalty: 733.824707
	Iteration 27Q: 3 clusters Score -232559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -232561.718750 Penalty: 733.824707
	Iteration 28Q: 3 clusters Score -232561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -232562.000000 Penalty: 733.824707
	Iteration 29Q: 3 clusters Score -232562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -232562.640625 Penalty: 733.824707
	Iteration 30Q: 3 clusters Score -232562.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -232562.890625 Penalty: 733.824707
	Iteration 31Q: 3 clusters Score -232562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -232562.890625 Penalty: 733.824707
	Iteration 32F: 3 clusters Score -232562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -483762.593750 Penalty: 397.459045
	Iteration 0F: 2 clusters Score -483762.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -479682.093750 Penalty: 794.918091
	Iteration 0F: 3 clusters Score -479682.1 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -481288.812500 Penalty: 794.918091
	Iteration 1F: 3 clusters Score -481288.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -481445.093750 Penalty: 794.918091
	Iteration 2F: 3 clusters Score -481445.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -481563.531250 Penalty: 794.918091
	Iteration 3Q: 3 clusters Score -481563.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -481693.687500 Penalty: 794.918091
	Iteration 4Q: 3 clusters Score -481693.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -481884.968750 Penalty: 794.918091
	Iteration 5F: 3 clusters Score -481885 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -482206.343750 Penalty: 794.918091
	Iteration 6F: 3 clusters Score -482206.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -482622.156250 Penalty: 794.918091
	Iteration 7F: 3 clusters Score -482622.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -482963.156250 Penalty: 794.918091
	Iteration 8F: 3 clusters Score -482963.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -483074.843750 Penalty: 794.918091
	Iteration 9Q: 3 clusters Score -483074.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -483125.125000 Penalty: 794.918091
	Iteration 10Q: 3 clusters Score -483125.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -483154.156250 Penalty: 794.918091
	Iteration 11Q: 3 clusters Score -483154.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -483171.562500 Penalty: 794.918091
	Iteration 12Q: 3 clusters Score -483171.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -483182.843750 Penalty: 794.918091
	Iteration 13Q: 3 clusters Score -483182.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -483192.093750 Penalty: 794.918091
	Iteration 14Q: 3 clusters Score -483192.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -483204.156250 Penalty: 794.918091
	Iteration 15Q: 3 clusters Score -483204.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -483213.125000 Penalty: 794.918091
	Iteration 16Q: 3 clusters Score -483213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -483219.062500 Penalty: 794.918091
	Iteration 17Q: 3 clusters Score -483219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -483223.718750 Penalty: 794.918091
	Iteration 18Q: 3 clusters Score -483223.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -483226.875000 Penalty: 794.918091
	Iteration 19Q: 3 clusters Score -483226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -483228.968750 Penalty: 794.918091
	Iteration 20F: 3 clusters Score -483229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -483231.187500 Penalty: 794.918091
	Iteration 21Q: 3 clusters Score -483231.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -483233.125000 Penalty: 794.918091
	Iteration 22Q: 3 clusters Score -483233.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -483236.406250 Penalty: 794.918091
	Iteration 23Q: 3 clusters Score -483236.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -483239.781250 Penalty: 794.918091
	Iteration 24Q: 3 clusters Score -483239.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -483246.000000 Penalty: 794.918091
	Iteration 25Q: 3 clusters Score -483246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -483249.562500 Penalty: 794.918091
	Iteration 26Q: 3 clusters Score -483249.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -483253.375000 Penalty: 794.918091
	Iteration 27Q: 3 clusters Score -483253.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -483255.718750 Penalty: 794.918091
	Iteration 28Q: 3 clusters Score -483255.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -483261.750000 Penalty: 794.918091
	Iteration 29Q: 3 clusters Score -483261.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -483268.531250 Penalty: 794.918091
	Iteration 30Q: 3 clusters Score -483268.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -483277.406250 Penalty: 794.918091
	Iteration 31Q: 3 clusters Score -483277.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -483284.031250 Penalty: 794.918091
	Iteration 32Q: 3 clusters Score -483284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -483287.781250 Penalty: 794.918091
	Iteration 33Q: 3 clusters Score -483287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -483292.875000 Penalty: 794.918091
	Iteration 34Q: 3 clusters Score -483292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -483296.843750 Penalty: 794.918091
	Iteration 35Q: 3 clusters Score -483296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -483299.812500 Penalty: 794.918091
	Iteration 36Q: 3 clusters Score -483299.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -483303.218750 Penalty: 794.918091
	Iteration 37Q: 3 clusters Score -483303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -483305.031250 Penalty: 794.918091
	Iteration 38Q: 3 clusters Score -483305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -483307.343750 Penalty: 794.918091
	Iteration 39Q: 3 clusters Score -483307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -483308.187500 Penalty: 794.918091
	Iteration 40F: 3 clusters Score -483308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -483310.593750 Penalty: 794.918091
	Iteration 41Q: 3 clusters Score -483310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -483311.625000 Penalty: 794.918091
	Iteration 42Q: 3 clusters Score -483311.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -483315.000000 Penalty: 794.918091
	Iteration 43Q: 3 clusters Score -483315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -483318.750000 Penalty: 794.918091
	Iteration 44Q: 3 clusters Score -483318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -483325.906250 Penalty: 794.918091
	Iteration 45Q: 3 clusters Score -483325.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -483332.593750 Penalty: 794.918091
	Iteration 46Q: 3 clusters Score -483332.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -483341.500000 Penalty: 794.918091
	Iteration 47Q: 3 clusters Score -483341.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -483347.437500 Penalty: 794.918091
	Iteration 48Q: 3 clusters Score -483347.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -483350.531250 Penalty: 794.918091
	Iteration 49Q: 3 clusters Score -483350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -483352.000000 Penalty: 794.918091
	Iteration 50Q: 3 clusters Score -483352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -483353.468750 Penalty: 794.918091
	Iteration 51Q: 3 clusters Score -483353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -483355.625000 Penalty: 794.918091
	Iteration 52Q: 3 clusters Score -483355.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -483359.156250 Penalty: 794.918091
	Iteration 53Q: 3 clusters Score -483359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -483361.187500 Penalty: 794.918091
	Iteration 54Q: 3 clusters Score -483361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -483362.843750 Penalty: 794.918091
	Iteration 55Q: 3 clusters Score -483362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -483363.406250 Penalty: 794.918091
	Iteration 56Q: 3 clusters Score -483363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -483363.562500 Penalty: 794.918091
	Iteration 57Q: 3 clusters Score -483363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -483365.656250 Penalty: 794.918091
	Iteration 58Q: 3 clusters Score -483365.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -483366.031250 Penalty: 794.918091
	Iteration 59Q: 3 clusters Score -483366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -483367.968750 Penalty: 794.918091
	Iteration 60F: 3 clusters Score -483368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -483370.750000 Penalty: 794.918091
	Iteration 61Q: 3 clusters Score -483370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -483373.593750 Penalty: 794.918091
	Iteration 62Q: 3 clusters Score -483373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -483376.312500 Penalty: 794.918091
	Iteration 63Q: 3 clusters Score -483376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -483378.906250 Penalty: 794.918091
	Iteration 64Q: 3 clusters Score -483378.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -483381.531250 Penalty: 794.918091
	Iteration 65Q: 3 clusters Score -483381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -483382.843750 Penalty: 794.918091
	Iteration 66Q: 3 clusters Score -483382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -483383.875000 Penalty: 794.918091
	Iteration 67Q: 3 clusters Score -483383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -483385.156250 Penalty: 794.918091
	Iteration 68Q: 3 clusters Score -483385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -483385.312500 Penalty: 794.918091
	Iteration 69Q: 3 clusters Score -483385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -483385.718750 Penalty: 794.918091
	Iteration 70Q: 3 clusters Score -483385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -483385.718750 Penalty: 794.918091
	Iteration 71F: 3 clusters Score -483385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -802771.875000 Penalty: 418.755463
	Iteration 0F: 2 clusters Score -802771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -796161.000000 Penalty: 837.510925
	Iteration 0F: 3 clusters Score -796161 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -798692.937500 Penalty: 837.510925
	Iteration 1F: 3 clusters Score -798692.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -798805.375000 Penalty: 837.510925
	Iteration 2Q: 3 clusters Score -798805.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -798896.125000 Penalty: 837.510925
	Iteration 3Q: 3 clusters Score -798896.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -798988.437500 Penalty: 837.510925
	Iteration 4Q: 3 clusters Score -798988.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -799085.750000 Penalty: 837.510925
	Iteration 5Q: 3 clusters Score -799085.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -799194.625000 Penalty: 837.510925
	Iteration 6Q: 3 clusters Score -799194.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -799361.937500 Penalty: 837.510925
	Iteration 7Q: 3 clusters Score -799361.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -799559.687500 Penalty: 837.510925
	Iteration 8Q: 3 clusters Score -799559.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -799900.000000 Penalty: 837.510925
	Iteration 9Q: 3 clusters Score -799900 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -800358.250000 Penalty: 837.510925
	Iteration 10Q: 3 clusters Score -800358.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -800731.187500 Penalty: 837.510925
	Iteration 11Q: 3 clusters Score -800731.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -800910.750000 Penalty: 837.510925
	Iteration 12Q: 3 clusters Score -800910.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -801000.312500 Penalty: 837.510925
	Iteration 13Q: 3 clusters Score -801000.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -801081.437500 Penalty: 837.510925
	Iteration 14Q: 3 clusters Score -801081.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -801170.437500 Penalty: 837.510925
	Iteration 15Q: 3 clusters Score -801170.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -801259.500000 Penalty: 837.510925
	Iteration 16Q: 3 clusters Score -801259.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -801335.687500 Penalty: 837.510925
	Iteration 17Q: 3 clusters Score -801335.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -801408.562500 Penalty: 837.510925
	Iteration 18Q: 3 clusters Score -801408.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -801490.875000 Penalty: 837.510925
	Iteration 19Q: 3 clusters Score -801490.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -801595.000000 Penalty: 837.510925
	Iteration 20F: 3 clusters Score -801595 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -801712.875000 Penalty: 837.510925
	Iteration 21Q: 3 clusters Score -801712.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -801840.125000 Penalty: 837.510925
	Iteration 22Q: 3 clusters Score -801840.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -801954.562500 Penalty: 837.510925
	Iteration 23Q: 3 clusters Score -801954.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -802051.000000 Penalty: 837.510925
	Iteration 24Q: 3 clusters Score -802051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -802140.625000 Penalty: 837.510925
	Iteration 25Q: 3 clusters Score -802140.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -802211.500000 Penalty: 837.510925
	Iteration 26Q: 3 clusters Score -802211.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -802260.937500 Penalty: 837.510925
	Iteration 27Q: 3 clusters Score -802260.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -802301.375000 Penalty: 837.510925
	Iteration 28Q: 3 clusters Score -802301.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -802329.937500 Penalty: 837.510925
	Iteration 29Q: 3 clusters Score -802329.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -802353.937500 Penalty: 837.510925
	Iteration 30Q: 3 clusters Score -802353.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -802374.625000 Penalty: 837.510925
	Iteration 31Q: 3 clusters Score -802374.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -802388.750000 Penalty: 837.510925
	Iteration 32Q: 3 clusters Score -802388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -802405.875000 Penalty: 837.510925
	Iteration 33Q: 3 clusters Score -802405.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -802417.312500 Penalty: 837.510925
	Iteration 34Q: 3 clusters Score -802417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -802422.812500 Penalty: 837.510925
	Iteration 35Q: 3 clusters Score -802422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -802429.250000 Penalty: 837.510925
	Iteration 36Q: 3 clusters Score -802429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -802435.812500 Penalty: 837.510925
	Iteration 37Q: 3 clusters Score -802435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -802438.125000 Penalty: 837.510925
	Iteration 38Q: 3 clusters Score -802438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -802440.812500 Penalty: 837.510925
	Iteration 39Q: 3 clusters Score -802440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -802447.437500 Penalty: 837.510925
	Iteration 40F: 3 clusters Score -802447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -802449.625000 Penalty: 837.510925
	Iteration 41Q: 3 clusters Score -802449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -802452.812500 Penalty: 837.510925
	Iteration 42Q: 3 clusters Score -802452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -802454.500000 Penalty: 837.510925
	Iteration 43Q: 3 clusters Score -802454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -802455.937500 Penalty: 837.510925
	Iteration 44Q: 3 clusters Score -802455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -802457.937500 Penalty: 837.510925
	Iteration 45Q: 3 clusters Score -802457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -802457.937500 Penalty: 837.510925
	Iteration 46F: 3 clusters Score -802457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -179335.296875 Penalty: 352.140839
	Iteration 0F: 2 clusters Score -179335.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177669.828125 Penalty: 704.281677
	Iteration 0F: 3 clusters Score -177669.8 nChanged 1034
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: -178255.171875 Penalty: 704.281677
	Iteration 1F: 3 clusters Score -178255.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -178345.062500 Penalty: 704.281677
	Iteration 2F: 3 clusters Score -178345.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -178443.562500 Penalty: 704.281677
	Iteration 3F: 3 clusters Score -178443.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -178538.968750 Penalty: 704.281677
	Iteration 4F: 3 clusters Score -178539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -178641.468750 Penalty: 704.281677
	Iteration 5F: 3 clusters Score -178641.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -178739.062500 Penalty: 704.281677
	Iteration 6F: 3 clusters Score -178739.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -178802.031250 Penalty: 704.281677
	Iteration 7Q: 3 clusters Score -178802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -178846.437500 Penalty: 704.281677
	Iteration 8Q: 3 clusters Score -178846.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -178890.406250 Penalty: 704.281677
	Iteration 9Q: 3 clusters Score -178890.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -178931.734375 Penalty: 704.281677
	Iteration 10Q: 3 clusters Score -178931.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -178969.875000 Penalty: 704.281677
	Iteration 11Q: 3 clusters Score -178969.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -178992.125000 Penalty: 704.281677
	Iteration 12Q: 3 clusters Score -178992.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -179012.906250 Penalty: 704.281677
	Iteration 13Q: 3 clusters Score -179012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -179022.625000 Penalty: 704.281677
	Iteration 14Q: 3 clusters Score -179022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -179033.921875 Penalty: 704.281677
	Iteration 15Q: 3 clusters Score -179033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -179041.000000 Penalty: 704.281677
	Iteration 16Q: 3 clusters Score -179041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -179049.656250 Penalty: 704.281677
	Iteration 17Q: 3 clusters Score -179049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -179060.875000 Penalty: 704.281677
	Iteration 18Q: 3 clusters Score -179060.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -179068.609375 Penalty: 704.281677
	Iteration 19Q: 3 clusters Score -179068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -179074.187500 Penalty: 704.281677
	Iteration 20F: 3 clusters Score -179074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -179075.828125 Penalty: 704.281677
	Iteration 21Q: 3 clusters Score -179075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -179077.062500 Penalty: 704.281677
	Iteration 22Q: 3 clusters Score -179077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -179077.078125 Penalty: 704.281677
	Iteration 23Q: 3 clusters Score -179077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -179077.078125 Penalty: 704.281677
	Iteration 24F: 3 clusters Score -179077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13379.501953 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13379.5 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 165 members 
Entering Unmasked Estep 
Score: -13001.291992 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -13001.29 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13160.944336 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13160.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13209.313477 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -13209.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13227.291992 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -13227.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13235.850586 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -13235.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13241.212891 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -13241.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13247.129883 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -13247.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13251.173828 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -13251.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13251.173828 Penalty: 530.967773
	Iteration 8F: 3 clusters Score -13251.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Entering Unmasked Estep 
Score: -1554008.250000 Penalty: 450.726837
	Iteration 0F: 2 clusters Score -1554008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1540674.750000 Penalty: 901.453674
	Iteration 0F: 3 clusters Score -1540675 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1546762.625000 Penalty: 901.453674
	Iteration 1F: 3 clusters Score -1546763 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1547554.625000 Penalty: 901.453674
	Iteration 2F: 3 clusters Score -1547555 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1548541.250000 Penalty: 901.453674
	Iteration 3F: 3 clusters Score -1548541 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1549652.875000 Penalty: 901.453674
	Iteration 4F: 3 clusters Score -1549653 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1550545.000000 Penalty: 901.453674
	Iteration 5F: 3 clusters Score -1550545 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1551010.625000 Penalty: 901.453674
	Iteration 6Q: 3 clusters Score -1551011 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1551213.375000 Penalty: 901.453674
	Iteration 7Q: 3 clusters Score -1551213 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1551316.875000 Penalty: 901.453674
	Iteration 8Q: 3 clusters Score -1551317 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1551433.000000 Penalty: 901.453674
	Iteration 9Q: 3 clusters Score -1551433 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1551538.750000 Penalty: 901.453674
	Iteration 10Q: 3 clusters Score -1551539 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1551641.250000 Penalty: 901.453674
	Iteration 11Q: 3 clusters Score -1551641 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1551743.000000 Penalty: 901.453674
	Iteration 12Q: 3 clusters Score -1551743 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1551862.125000 Penalty: 901.453674
	Iteration 13Q: 3 clusters Score -1551862 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1551963.250000 Penalty: 901.453674
	Iteration 14Q: 3 clusters Score -1551963 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1552070.750000 Penalty: 901.453674
	Iteration 15Q: 3 clusters Score -1552071 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1552172.500000 Penalty: 901.453674
	Iteration 16Q: 3 clusters Score -1552172 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1552293.625000 Penalty: 901.453674
	Iteration 17Q: 3 clusters Score -1552294 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1552422.000000 Penalty: 901.453674
	Iteration 18Q: 3 clusters Score -1552422 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1552567.250000 Penalty: 901.453674
	Iteration 19Q: 3 clusters Score -1552567 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1552693.625000 Penalty: 901.453674
	Iteration 20F: 3 clusters Score -1552694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1552802.000000 Penalty: 901.453674
	Iteration 21Q: 3 clusters Score -1552802 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1552893.500000 Penalty: 901.453674
	Iteration 22Q: 3 clusters Score -1552894 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1552985.625000 Penalty: 901.453674
	Iteration 23Q: 3 clusters Score -1552986 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1553054.375000 Penalty: 901.453674
	Iteration 24Q: 3 clusters Score -1553054 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1553121.250000 Penalty: 901.453674
	Iteration 25Q: 3 clusters Score -1553121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1553169.250000 Penalty: 901.453674
	Iteration 26Q: 3 clusters Score -1553169 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1553220.250000 Penalty: 901.453674
	Iteration 27Q: 3 clusters Score -1553220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1553257.250000 Penalty: 901.453674
	Iteration 28Q: 3 clusters Score -1553257 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1553291.875000 Penalty: 901.453674
	Iteration 29Q: 3 clusters Score -1553292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1553321.000000 Penalty: 901.453674
	Iteration 30Q: 3 clusters Score -1553321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1553359.750000 Penalty: 901.453674
	Iteration 31Q: 3 clusters Score -1553360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1553387.000000 Penalty: 901.453674
	Iteration 32Q: 3 clusters Score -1553387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1553410.625000 Penalty: 901.453674
	Iteration 33Q: 3 clusters Score -1553411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1553422.625000 Penalty: 901.453674
	Iteration 34Q: 3 clusters Score -1553423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1553439.000000 Penalty: 901.453674
	Iteration 35Q: 3 clusters Score -1553439 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1553458.000000 Penalty: 901.453674
	Iteration 36Q: 3 clusters Score -1553458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1553478.375000 Penalty: 901.453674
	Iteration 37Q: 3 clusters Score -1553478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1553505.875000 Penalty: 901.453674
	Iteration 38Q: 3 clusters Score -1553506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1553529.000000 Penalty: 901.453674
	Iteration 39Q: 3 clusters Score -1553529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1553556.375000 Penalty: 901.453674
	Iteration 40F: 3 clusters Score -1553556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1553574.000000 Penalty: 901.453674
	Iteration 41Q: 3 clusters Score -1553574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1553592.625000 Penalty: 901.453674
	Iteration 42Q: 3 clusters Score -1553593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1553606.750000 Penalty: 901.453674
	Iteration 43Q: 3 clusters Score -1553607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1553617.875000 Penalty: 901.453674
	Iteration 44Q: 3 clusters Score -1553618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1553624.125000 Penalty: 901.453674
	Iteration 45Q: 3 clusters Score -1553624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1553636.875000 Penalty: 901.453674
	Iteration 46Q: 3 clusters Score -1553637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1553643.625000 Penalty: 901.453674
	Iteration 47Q: 3 clusters Score -1553644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1553650.625000 Penalty: 901.453674
	Iteration 48Q: 3 clusters Score -1553651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1553657.875000 Penalty: 901.453674
	Iteration 49Q: 3 clusters Score -1553658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1553671.375000 Penalty: 901.453674
	Iteration 50Q: 3 clusters Score -1553671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1553678.625000 Penalty: 901.453674
	Iteration 51Q: 3 clusters Score -1553679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1553686.625000 Penalty: 901.453674
	Iteration 52Q: 3 clusters Score -1553687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1553687.125000 Penalty: 901.453674
	Iteration 53Q: 3 clusters Score -1553687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1553689.125000 Penalty: 901.453674
	Iteration 54Q: 3 clusters Score -1553689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1553690.125000 Penalty: 901.453674
	Iteration 55Q: 3 clusters Score -1553690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1553690.875000 Penalty: 901.453674
	Iteration 56Q: 3 clusters Score -1553691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1553690.875000 Penalty: 901.453674
	Iteration 57Q: 3 clusters Score -1553691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1553690.625000 Penalty: 901.453674
	Iteration 58Q: 3 clusters Score -1553691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1553690.500000 Penalty: 901.453674
	Iteration 59Q: 3 clusters Score -1553690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1553691.125000 Penalty: 901.453674
	Iteration 60F: 3 clusters Score -1553691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1553692.500000 Penalty: 901.453674
	Iteration 61Q: 3 clusters Score -1553692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1553694.250000 Penalty: 901.453674
	Iteration 62Q: 3 clusters Score -1553694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1553696.875000 Penalty: 901.453674
	Iteration 63Q: 3 clusters Score -1553697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1553697.625000 Penalty: 901.453674
	Iteration 64Q: 3 clusters Score -1553698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1553697.875000 Penalty: 901.453674
	Iteration 65Q: 3 clusters Score -1553698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1553697.875000 Penalty: 901.453674
	Iteration 66F: 3 clusters Score -1553698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -215742.250000 Penalty: 363.632843
	Iteration 0F: 2 clusters Score -215742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -213709.375000 Penalty: 727.265686
	Iteration 0F: 3 clusters Score -213709.4 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -214570.390625 Penalty: 727.265686
	Iteration 1F: 3 clusters Score -214570.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -214690.109375 Penalty: 727.265686
	Iteration 2F: 3 clusters Score -214690.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -214824.328125 Penalty: 727.265686
	Iteration 3F: 3 clusters Score -214824.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214918.156250 Penalty: 727.265686
	Iteration 4F: 3 clusters Score -214918.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -214998.937500 Penalty: 727.265686
	Iteration 5Q: 3 clusters Score -214998.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -215071.750000 Penalty: 727.265686
	Iteration 6Q: 3 clusters Score -215071.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -215120.375000 Penalty: 727.265686
	Iteration 7Q: 3 clusters Score -215120.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215142.828125 Penalty: 727.265686
	Iteration 8Q: 3 clusters Score -215142.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -215158.609375 Penalty: 727.265686
	Iteration 9Q: 3 clusters Score -215158.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -215172.515625 Penalty: 727.265686
	Iteration 10Q: 3 clusters Score -215172.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -215187.984375 Penalty: 727.265686
	Iteration 11Q: 3 clusters Score -215188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -215199.546875 Penalty: 727.265686
	Iteration 12Q: 3 clusters Score -215199.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -215208.281250 Penalty: 727.265686
	Iteration 13Q: 3 clusters Score -215208.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215215.687500 Penalty: 727.265686
	Iteration 14Q: 3 clusters Score -215215.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215222.859375 Penalty: 727.265686
	Iteration 15Q: 3 clusters Score -215222.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215229.140625 Penalty: 727.265686
	Iteration 16Q: 3 clusters Score -215229.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -215231.937500 Penalty: 727.265686
	Iteration 17Q: 3 clusters Score -215231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -215238.234375 Penalty: 727.265686
	Iteration 18Q: 3 clusters Score -215238.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215244.234375 Penalty: 727.265686
	Iteration 19Q: 3 clusters Score -215244.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -215250.765625 Penalty: 727.265686
	Iteration 20F: 3 clusters Score -215250.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -215255.343750 Penalty: 727.265686
	Iteration 21Q: 3 clusters Score -215255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -215263.593750 Penalty: 727.265686
	Iteration 22Q: 3 clusters Score -215263.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215275.640625 Penalty: 727.265686
	Iteration 23Q: 3 clusters Score -215275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -215287.031250 Penalty: 727.265686
	Iteration 24Q: 3 clusters Score -215287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -215298.109375 Penalty: 727.265686
	Iteration 25Q: 3 clusters Score -215298.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -215306.875000 Penalty: 727.265686
	Iteration 26Q: 3 clusters Score -215306.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -215311.375000 Penalty: 727.265686
	Iteration 27Q: 3 clusters Score -215311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -215317.796875 Penalty: 727.265686
	Iteration 28Q: 3 clusters Score -215317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -215326.375000 Penalty: 727.265686
	Iteration 29Q: 3 clusters Score -215326.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215336.390625 Penalty: 727.265686
	Iteration 30Q: 3 clusters Score -215336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -215348.109375 Penalty: 727.265686
	Iteration 31Q: 3 clusters Score -215348.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -215360.796875 Penalty: 727.265686
	Iteration 32Q: 3 clusters Score -215360.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -215371.359375 Penalty: 727.265686
	Iteration 33Q: 3 clusters Score -215371.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -215383.562500 Penalty: 727.265686
	Iteration 34Q: 3 clusters Score -215383.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215394.750000 Penalty: 727.265686
	Iteration 35Q: 3 clusters Score -215394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -215404.171875 Penalty: 727.265686
	Iteration 36Q: 3 clusters Score -215404.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -215417.765625 Penalty: 727.265686
	Iteration 37Q: 3 clusters Score -215417.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -215427.312500 Penalty: 727.265686
	Iteration 38Q: 3 clusters Score -215427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -215436.984375 Penalty: 727.265686
	Iteration 39Q: 3 clusters Score -215437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -215449.765625 Penalty: 727.265686
	Iteration 40F: 3 clusters Score -215449.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -215459.578125 Penalty: 727.265686
	Iteration 41Q: 3 clusters Score -215459.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -215465.265625 Penalty: 727.265686
	Iteration 42Q: 3 clusters Score -215465.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -215470.312500 Penalty: 727.265686
	Iteration 43Q: 3 clusters Score -215470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -215474.968750 Penalty: 727.265686
	Iteration 44Q: 3 clusters Score -215475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -215476.343750 Penalty: 727.265686
	Iteration 45Q: 3 clusters Score -215476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -215478.093750 Penalty: 727.265686
	Iteration 46Q: 3 clusters Score -215478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -215480.828125 Penalty: 727.265686
	Iteration 47Q: 3 clusters Score -215480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -215482.640625 Penalty: 727.265686
	Iteration 48Q: 3 clusters Score -215482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -215483.484375 Penalty: 727.265686
	Iteration 49Q: 3 clusters Score -215483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -215484.312500 Penalty: 727.265686
	Iteration 50Q: 3 clusters Score -215484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -215485.000000 Penalty: 727.265686
	Iteration 51Q: 3 clusters Score -215485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -215485.531250 Penalty: 727.265686
	Iteration 52Q: 3 clusters Score -215485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -215486.109375 Penalty: 727.265686
	Iteration 53Q: 3 clusters Score -215486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -215487.500000 Penalty: 727.265686
	Iteration 54Q: 3 clusters Score -215487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -215487.625000 Penalty: 727.265686
	Iteration 55Q: 3 clusters Score -215487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -215487.625000 Penalty: 727.265686
	Iteration 56Q: 3 clusters Score -215487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -215487.625000 Penalty: 727.265686
	Iteration 57F: 3 clusters Score -215487.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -3677.127930 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -3677.128 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 108 members 
Entering Unmasked Estep 
Score: -3420.567627 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -3420.568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3537.065186 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -3537.065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3574.460205 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -3574.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3598.035645 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -3598.036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3604.299561 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -3604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3609.931885 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -3609.932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3614.427002 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -3614.427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3615.063477 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -3615.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3615.063477 Penalty: 491.232819
	Iteration 8F: 3 clusters Score -3615.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -48355.375000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -48355.38 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 343 members 
Entering Unmasked Estep 
Score: -47773.394531 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -47773.39 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47928.015625 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -47928.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47962.703125 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -47962.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47982.187500 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -47982.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48002.140625 Penalty: 595.364929
	Iteration 4Q: 3 clusters Score -48002.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48017.429688 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -48017.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -48035.515625 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -48035.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48045.281250 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -48045.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -48053.097656 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -48053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48058.425781 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -48058.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48060.410156 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -48060.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48063.445312 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -48063.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48066.886719 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -48066.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48072.925781 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -48072.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48082.414062 Penalty: 595.364929
	Iteration 14Q: 3 clusters Score -48082.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48087.832031 Penalty: 595.364929
	Iteration 15Q: 3 clusters Score -48087.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48093.656250 Penalty: 595.364929
	Iteration 16Q: 3 clusters Score -48093.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48106.222656 Penalty: 595.364929
	Iteration 17Q: 3 clusters Score -48106.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48120.250000 Penalty: 595.364929
	Iteration 18Q: 3 clusters Score -48120.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48133.199219 Penalty: 595.364929
	Iteration 19Q: 3 clusters Score -48133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48150.937500 Penalty: 595.364929
	Iteration 20F: 3 clusters Score -48150.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48186.386719 Penalty: 595.364929
	Iteration 21Q: 3 clusters Score -48186.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48212.699219 Penalty: 595.364929
	Iteration 22Q: 3 clusters Score -48212.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48236.351562 Penalty: 595.364929
	Iteration 23Q: 3 clusters Score -48236.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48261.046875 Penalty: 595.364929
	Iteration 24Q: 3 clusters Score -48261.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48277.425781 Penalty: 595.364929
	Iteration 25Q: 3 clusters Score -48277.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48287.910156 Penalty: 595.364929
	Iteration 26Q: 3 clusters Score -48287.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48292.136719 Penalty: 595.364929
	Iteration 27Q: 3 clusters Score -48292.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48294.781250 Penalty: 595.364929
	Iteration 28Q: 3 clusters Score -48294.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48298.070312 Penalty: 595.364929
	Iteration 29Q: 3 clusters Score -48298.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48299.367188 Penalty: 595.364929
	Iteration 30Q: 3 clusters Score -48299.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48299.824219 Penalty: 595.364929
	Iteration 31Q: 3 clusters Score -48299.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48299.824219 Penalty: 595.364929
	Iteration 32F: 3 clusters Score -48299.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -116746.210938 Penalty: 330.193634
	Iteration 0F: 2 clusters Score -116746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -115646.023438 Penalty: 660.387268
	Iteration 0F: 3 clusters Score -115646 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -115970.062500 Penalty: 660.387268
	Iteration 1F: 3 clusters Score -115970.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116023.984375 Penalty: 660.387268
	Iteration 2F: 3 clusters Score -116024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116057.273438 Penalty: 660.387268
	Iteration 3Q: 3 clusters Score -116057.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -116078.390625 Penalty: 660.387268
	Iteration 4Q: 3 clusters Score -116078.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -116093.781250 Penalty: 660.387268
	Iteration 5Q: 3 clusters Score -116093.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -116108.710938 Penalty: 660.387268
	Iteration 6Q: 3 clusters Score -116108.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116127.335938 Penalty: 660.387268
	Iteration 7Q: 3 clusters Score -116127.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -116147.859375 Penalty: 660.387268
	Iteration 8Q: 3 clusters Score -116147.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -116165.250000 Penalty: 660.387268
	Iteration 9Q: 3 clusters Score -116165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -116183.007812 Penalty: 660.387268
	Iteration 10Q: 3 clusters Score -116183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -116205.585938 Penalty: 660.387268
	Iteration 11Q: 3 clusters Score -116205.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -116236.125000 Penalty: 660.387268
	Iteration 12Q: 3 clusters Score -116236.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -116264.312500 Penalty: 660.387268
	Iteration 13Q: 3 clusters Score -116264.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -116282.804688 Penalty: 660.387268
	Iteration 14Q: 3 clusters Score -116282.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -116296.492188 Penalty: 660.387268
	Iteration 15Q: 3 clusters Score -116296.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -116312.937500 Penalty: 660.387268
	Iteration 16Q: 3 clusters Score -116312.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -116325.500000 Penalty: 660.387268
	Iteration 17Q: 3 clusters Score -116325.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -116339.039062 Penalty: 660.387268
	Iteration 18Q: 3 clusters Score -116339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -116354.164062 Penalty: 660.387268
	Iteration 19Q: 3 clusters Score -116354.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -116367.695312 Penalty: 660.387268
	Iteration 20F: 3 clusters Score -116367.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -116381.445312 Penalty: 660.387268
	Iteration 21Q: 3 clusters Score -116381.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -116399.867188 Penalty: 660.387268
	Iteration 22Q: 3 clusters Score -116399.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -116407.062500 Penalty: 660.387268
	Iteration 23Q: 3 clusters Score -116407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -116409.960938 Penalty: 660.387268
	Iteration 24Q: 3 clusters Score -116410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -116413.015625 Penalty: 660.387268
	Iteration 25Q: 3 clusters Score -116413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -116414.781250 Penalty: 660.387268
	Iteration 26Q: 3 clusters Score -116414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -116416.046875 Penalty: 660.387268
	Iteration 27Q: 3 clusters Score -116416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -116418.718750 Penalty: 660.387268
	Iteration 28Q: 3 clusters Score -116418.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -116421.679688 Penalty: 660.387268
	Iteration 29Q: 3 clusters Score -116421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -116425.093750 Penalty: 660.387268
	Iteration 30Q: 3 clusters Score -116425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -116426.257812 Penalty: 660.387268
	Iteration 31Q: 3 clusters Score -116426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -116426.671875 Penalty: 660.387268
	Iteration 32Q: 3 clusters Score -116426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -116427.367188 Penalty: 660.387268
	Iteration 33Q: 3 clusters Score -116427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -116427.531250 Penalty: 660.387268
	Iteration 34Q: 3 clusters Score -116427.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -116427.531250 Penalty: 660.387268
	Iteration 35F: 3 clusters Score -116427.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -43737.605469 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -43737.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43151.039062 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -43151.04 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43336.265625 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -43336.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43398.734375 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -43398.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43458.937500 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -43458.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43503.671875 Penalty: 590.517639
	Iteration 4F: 3 clusters Score -43503.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43529.109375 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -43529.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43554.183594 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -43554.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43575.023438 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -43575.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43586.703125 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -43586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43591.660156 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -43591.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43597.195312 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -43597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43599.531250 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -43599.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43603.281250 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -43603.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43604.781250 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -43604.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43606.527344 Penalty: 590.517639
	Iteration 14Q: 3 clusters Score -43606.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43607.179688 Penalty: 590.517639
	Iteration 15Q: 3 clusters Score -43607.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43607.179688 Penalty: 590.517639
	Iteration 16F: 3 clusters Score -43607.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 104 members 
Entering Unmasked Estep 
Score: -16727.865234 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16727.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16797.285156 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16797.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16812.544922 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16812.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16825.107422 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16825.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -16831.750000 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16831.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16834.640625 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16834.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16836.250000 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16836.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16841.820312 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16841.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16842.673828 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16842.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -16842.673828 Penalty: 500.985168
	Iteration 9F: 3 clusters Score -16842.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1059769.625000 Penalty: 434.803772
	Iteration 0F: 2 clusters Score -1059770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1050428.250000 Penalty: 869.607544
	Iteration 0F: 3 clusters Score -1050428 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1054507.000000 Penalty: 869.607544
	Iteration 1F: 3 clusters Score -1054507 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1055124.125000 Penalty: 869.607544
	Iteration 2F: 3 clusters Score -1055124 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1056002.875000 Penalty: 869.607544
	Iteration 3F: 3 clusters Score -1056003 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1057039.000000 Penalty: 869.607544
	Iteration 4F: 3 clusters Score -1057039 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1057939.375000 Penalty: 869.607544
	Iteration 5F: 3 clusters Score -1057939 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1058573.000000 Penalty: 869.607544
	Iteration 6Q: 3 clusters Score -1058573 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1058965.375000 Penalty: 869.607544
	Iteration 7Q: 3 clusters Score -1058965 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1059190.125000 Penalty: 869.607544
	Iteration 8Q: 3 clusters Score -1059190 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1059322.125000 Penalty: 869.607544
	Iteration 9Q: 3 clusters Score -1059322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1059406.875000 Penalty: 869.607544
	Iteration 10Q: 3 clusters Score -1059407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1059470.500000 Penalty: 869.607544
	Iteration 11Q: 3 clusters Score -1059470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1059525.875000 Penalty: 869.607544
	Iteration 12Q: 3 clusters Score -1059526 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1059572.750000 Penalty: 869.607544
	Iteration 13Q: 3 clusters Score -1059573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1059600.250000 Penalty: 869.607544
	Iteration 14Q: 3 clusters Score -1059600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1059615.875000 Penalty: 869.607544
	Iteration 15Q: 3 clusters Score -1059616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1059625.875000 Penalty: 869.607544
	Iteration 16Q: 3 clusters Score -1059626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1059638.500000 Penalty: 869.607544
	Iteration 17Q: 3 clusters Score -1059638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1059643.625000 Penalty: 869.607544
	Iteration 18Q: 3 clusters Score -1059644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1059647.750000 Penalty: 869.607544
	Iteration 19Q: 3 clusters Score -1059648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1059655.625000 Penalty: 869.607544
	Iteration 20F: 3 clusters Score -1059656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1059667.750000 Penalty: 869.607544
	Iteration 21Q: 3 clusters Score -1059668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1059673.250000 Penalty: 869.607544
	Iteration 22Q: 3 clusters Score -1059673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1059679.125000 Penalty: 869.607544
	Iteration 23Q: 3 clusters Score -1059679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1059684.625000 Penalty: 869.607544
	Iteration 24Q: 3 clusters Score -1059685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1059687.500000 Penalty: 869.607544
	Iteration 25Q: 3 clusters Score -1059688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1059687.750000 Penalty: 869.607544
	Iteration 26Q: 3 clusters Score -1059688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1059690.500000 Penalty: 869.607544
	Iteration 27Q: 3 clusters Score -1059690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1059692.625000 Penalty: 869.607544
	Iteration 28Q: 3 clusters Score -1059693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1059695.250000 Penalty: 869.607544
	Iteration 29Q: 3 clusters Score -1059695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1059695.000000 Penalty: 869.607544
	Iteration 30Q: 3 clusters Score -1059695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1059694.875000 Penalty: 869.607544
	Iteration 31Q: 3 clusters Score -1059695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1059694.875000 Penalty: 869.607544
	Iteration 32Q: 3 clusters Score -1059695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1059694.875000 Penalty: 869.607544
	Iteration 33F: 3 clusters Score -1059695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Entering Unmasked Estep 
Score: -209104.250000 Penalty: 361.345123
	Iteration 0F: 2 clusters Score -209104.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -207179.703125 Penalty: 722.690247
	Iteration 0F: 3 clusters Score -207179.7 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -207849.656250 Penalty: 722.690247
	Iteration 1F: 3 clusters Score -207849.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -207939.375000 Penalty: 722.690247
	Iteration 2F: 3 clusters Score -207939.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -208021.671875 Penalty: 722.690247
	Iteration 3F: 3 clusters Score -208021.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -208100.156250 Penalty: 722.690247
	Iteration 4F: 3 clusters Score -208100.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208172.265625 Penalty: 722.690247
	Iteration 5Q: 3 clusters Score -208172.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -208259.484375 Penalty: 722.690247
	Iteration 6Q: 3 clusters Score -208259.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -208343.187500 Penalty: 722.690247
	Iteration 7Q: 3 clusters Score -208343.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -208399.859375 Penalty: 722.690247
	Iteration 8Q: 3 clusters Score -208399.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -208454.828125 Penalty: 722.690247
	Iteration 9Q: 3 clusters Score -208454.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -208493.625000 Penalty: 722.690247
	Iteration 10Q: 3 clusters Score -208493.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208520.078125 Penalty: 722.690247
	Iteration 11Q: 3 clusters Score -208520.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -208542.406250 Penalty: 722.690247
	Iteration 12Q: 3 clusters Score -208542.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -208566.843750 Penalty: 722.690247
	Iteration 13Q: 3 clusters Score -208566.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -208585.203125 Penalty: 722.690247
	Iteration 14Q: 3 clusters Score -208585.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -208598.640625 Penalty: 722.690247
	Iteration 15Q: 3 clusters Score -208598.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -208613.812500 Penalty: 722.690247
	Iteration 16Q: 3 clusters Score -208613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -208637.640625 Penalty: 722.690247
	Iteration 17Q: 3 clusters Score -208637.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -208655.828125 Penalty: 722.690247
	Iteration 18Q: 3 clusters Score -208655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -208674.031250 Penalty: 722.690247
	Iteration 19Q: 3 clusters Score -208674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -208688.828125 Penalty: 722.690247
	Iteration 20F: 3 clusters Score -208688.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -208713.171875 Penalty: 722.690247
	Iteration 21Q: 3 clusters Score -208713.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -208738.375000 Penalty: 722.690247
	Iteration 22Q: 3 clusters Score -208738.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -208758.875000 Penalty: 722.690247
	Iteration 23Q: 3 clusters Score -208758.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -208772.906250 Penalty: 722.690247
	Iteration 24Q: 3 clusters Score -208772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -208783.484375 Penalty: 722.690247
	Iteration 25Q: 3 clusters Score -208783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -208790.406250 Penalty: 722.690247
	Iteration 26Q: 3 clusters Score -208790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -208791.734375 Penalty: 722.690247
	Iteration 27Q: 3 clusters Score -208791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -208793.031250 Penalty: 722.690247
	Iteration 28Q: 3 clusters Score -208793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -208793.406250 Penalty: 722.690247
	Iteration 29Q: 3 clusters Score -208793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -208795.250000 Penalty: 722.690247
	Iteration 30Q: 3 clusters Score -208795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -208795.968750 Penalty: 722.690247
	Iteration 31Q: 3 clusters Score -208796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -208796.187500 Penalty: 722.690247
	Iteration 32Q: 3 clusters Score -208796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -208796.187500 Penalty: 722.690247
	Iteration 33F: 3 clusters Score -208796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -115219.437500 Penalty: 335.316833
	Iteration 0F: 2 clusters Score -115219.4 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 791 members 
Entering Unmasked Estep 
Score: -114071.210938 Penalty: 670.633667
	Iteration 0F: 3 clusters Score -114071.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114479.648438 Penalty: 670.633667
	Iteration 1F: 3 clusters Score -114479.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -114583.843750 Penalty: 670.633667
	Iteration 2F: 3 clusters Score -114583.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -114676.062500 Penalty: 670.633667
	Iteration 3F: 3 clusters Score -114676.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -114754.476562 Penalty: 670.633667
	Iteration 4F: 3 clusters Score -114754.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -114838.625000 Penalty: 670.633667
	Iteration 5F: 3 clusters Score -114838.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -114899.039062 Penalty: 670.633667
	Iteration 6F: 3 clusters Score -114899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -114940.398438 Penalty: 670.633667
	Iteration 7Q: 3 clusters Score -114940.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -114966.273438 Penalty: 670.633667
	Iteration 8Q: 3 clusters Score -114966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -114974.140625 Penalty: 670.633667
	Iteration 9Q: 3 clusters Score -114974.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -114978.890625 Penalty: 670.633667
	Iteration 10Q: 3 clusters Score -114978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114980.187500 Penalty: 670.633667
	Iteration 11Q: 3 clusters Score -114980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114980.210938 Penalty: 670.633667
	Iteration 12Q: 3 clusters Score -114980.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -114980.210938 Penalty: 670.633667
	Iteration 13F: 3 clusters Score -114980.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -57551.035156 Penalty: 307.387482
	Iteration 0F: 2 clusters Score -57551.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56824.390625 Penalty: 614.774963
	Iteration 0F: 3 clusters Score -56824.39 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -57053.765625 Penalty: 614.774963
	Iteration 1F: 3 clusters Score -57053.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -57105.984375 Penalty: 614.774963
	Iteration 2F: 3 clusters Score -57105.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57139.066406 Penalty: 614.774963
	Iteration 3F: 3 clusters Score -57139.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -57169.906250 Penalty: 614.774963
	Iteration 4F: 3 clusters Score -57169.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57190.519531 Penalty: 614.774963
	Iteration 5Q: 3 clusters Score -57190.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -57200.054688 Penalty: 614.774963
	Iteration 6Q: 3 clusters Score -57200.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57206.683594 Penalty: 614.774963
	Iteration 7Q: 3 clusters Score -57206.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57211.386719 Penalty: 614.774963
	Iteration 8Q: 3 clusters Score -57211.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57221.382812 Penalty: 614.774963
	Iteration 9Q: 3 clusters Score -57221.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -57234.925781 Penalty: 614.774963
	Iteration 10Q: 3 clusters Score -57234.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -57244.488281 Penalty: 614.774963
	Iteration 11Q: 3 clusters Score -57244.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -57257.652344 Penalty: 614.774963
	Iteration 12Q: 3 clusters Score -57257.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -57270.292969 Penalty: 614.774963
	Iteration 13Q: 3 clusters Score -57270.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -57280.699219 Penalty: 614.774963
	Iteration 14Q: 3 clusters Score -57280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -57285.183594 Penalty: 614.774963
	Iteration 15Q: 3 clusters Score -57285.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -57287.039062 Penalty: 614.774963
	Iteration 16Q: 3 clusters Score -57287.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -57290.726562 Penalty: 614.774963
	Iteration 17Q: 3 clusters Score -57290.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -57293.644531 Penalty: 614.774963
	Iteration 18Q: 3 clusters Score -57293.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -57297.683594 Penalty: 614.774963
	Iteration 19Q: 3 clusters Score -57297.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -57299.734375 Penalty: 614.774963
	Iteration 20F: 3 clusters Score -57299.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -57307.664062 Penalty: 614.774963
	Iteration 21Q: 3 clusters Score -57307.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -57316.136719 Penalty: 614.774963
	Iteration 22Q: 3 clusters Score -57316.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -57321.218750 Penalty: 614.774963
	Iteration 23Q: 3 clusters Score -57321.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -57328.929688 Penalty: 614.774963
	Iteration 24Q: 3 clusters Score -57328.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -57332.621094 Penalty: 614.774963
	Iteration 25Q: 3 clusters Score -57332.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -57338.542969 Penalty: 614.774963
	Iteration 26Q: 3 clusters Score -57338.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -57342.640625 Penalty: 614.774963
	Iteration 27Q: 3 clusters Score -57342.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -57343.996094 Penalty: 614.774963
	Iteration 28Q: 3 clusters Score -57344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -57346.769531 Penalty: 614.774963
	Iteration 29Q: 3 clusters Score -57346.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57346.972656 Penalty: 614.774963
	Iteration 30Q: 3 clusters Score -57346.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57346.972656 Penalty: 614.774963
	Iteration 31F: 3 clusters Score -57346.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Entering Unmasked Estep 
Score: -1810988.875000 Penalty: 456.799377
	Iteration 0F: 2 clusters Score -1810989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1795773.000000 Penalty: 913.598755
	Iteration 0F: 3 clusters Score -1795773 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1802163.250000 Penalty: 913.598755
	Iteration 1F: 3 clusters Score -1802163 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1802471.250000 Penalty: 913.598755
	Iteration 2Q: 3 clusters Score -1802471 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1802915.625000 Penalty: 913.598755
	Iteration 3Q: 3 clusters Score -1802916 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1803713.000000 Penalty: 913.598755
	Iteration 4F: 3 clusters Score -1803713 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1804937.875000 Penalty: 913.598755
	Iteration 5F: 3 clusters Score -1804938 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1806013.375000 Penalty: 913.598755
	Iteration 6F: 3 clusters Score -1806013 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1806472.125000 Penalty: 913.598755
	Iteration 7Q: 3 clusters Score -1806472 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1806594.000000 Penalty: 913.598755
	Iteration 8Q: 3 clusters Score -1806594 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1806639.625000 Penalty: 913.598755
	Iteration 9Q: 3 clusters Score -1806640 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1806672.750000 Penalty: 913.598755
	Iteration 10Q: 3 clusters Score -1806673 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1806704.125000 Penalty: 913.598755
	Iteration 11Q: 3 clusters Score -1806704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1806724.375000 Penalty: 913.598755
	Iteration 12Q: 3 clusters Score -1806724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1806759.000000 Penalty: 913.598755
	Iteration 13Q: 3 clusters Score -1806759 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1806780.875000 Penalty: 913.598755
	Iteration 14Q: 3 clusters Score -1806781 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1806802.375000 Penalty: 913.598755
	Iteration 15Q: 3 clusters Score -1806802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1806831.000000 Penalty: 913.598755
	Iteration 16Q: 3 clusters Score -1806831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1806850.000000 Penalty: 913.598755
	Iteration 17Q: 3 clusters Score -1806850 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1806882.125000 Penalty: 913.598755
	Iteration 18Q: 3 clusters Score -1806882 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1806915.625000 Penalty: 913.598755
	Iteration 19Q: 3 clusters Score -1806916 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1806959.375000 Penalty: 913.598755
	Iteration 20F: 3 clusters Score -1806959 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1807008.750000 Penalty: 913.598755
	Iteration 21Q: 3 clusters Score -1807009 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1807067.000000 Penalty: 913.598755
	Iteration 22Q: 3 clusters Score -1807067 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1807133.500000 Penalty: 913.598755
	Iteration 23Q: 3 clusters Score -1807134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1807202.500000 Penalty: 913.598755
	Iteration 24Q: 3 clusters Score -1807202 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1807291.250000 Penalty: 913.598755
	Iteration 25Q: 3 clusters Score -1807291 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1807375.625000 Penalty: 913.598755
	Iteration 26Q: 3 clusters Score -1807376 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1807450.000000 Penalty: 913.598755
	Iteration 27Q: 3 clusters Score -1807450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1807544.125000 Penalty: 913.598755
	Iteration 28Q: 3 clusters Score -1807544 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1807620.375000 Penalty: 913.598755
	Iteration 29Q: 3 clusters Score -1807620 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1807679.875000 Penalty: 913.598755
	Iteration 30Q: 3 clusters Score -1807680 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1807766.375000 Penalty: 913.598755
	Iteration 31Q: 3 clusters Score -1807766 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1807880.875000 Penalty: 913.598755
	Iteration 32Q: 3 clusters Score -1807881 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1807992.125000 Penalty: 913.598755
	Iteration 33Q: 3 clusters Score -1807992 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1808103.750000 Penalty: 913.598755
	Iteration 34Q: 3 clusters Score -1808104 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1808246.875000 Penalty: 913.598755
	Iteration 35Q: 3 clusters Score -1808247 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1808394.125000 Penalty: 913.598755
	Iteration 36Q: 3 clusters Score -1808394 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -1808525.250000 Penalty: 913.598755
	Iteration 37Q: 3 clusters Score -1808525 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1808681.125000 Penalty: 913.598755
	Iteration 38Q: 3 clusters Score -1808681 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -1808856.875000 Penalty: 913.598755
	Iteration 39Q: 3 clusters Score -1808857 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1809023.250000 Penalty: 913.598755
	Iteration 40F: 3 clusters Score -1809023 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1809185.000000 Penalty: 913.598755
	Iteration 41Q: 3 clusters Score -1809185 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -1809313.375000 Penalty: 913.598755
	Iteration 42Q: 3 clusters Score -1809313 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1809435.375000 Penalty: 913.598755
	Iteration 43Q: 3 clusters Score -1809435 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1809547.125000 Penalty: 913.598755
	Iteration 44Q: 3 clusters Score -1809547 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -1809649.125000 Penalty: 913.598755
	Iteration 45Q: 3 clusters Score -1809649 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1809780.000000 Penalty: 913.598755
	Iteration 46Q: 3 clusters Score -1809780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1809902.750000 Penalty: 913.598755
	Iteration 47Q: 3 clusters Score -1809903 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -1810007.625000 Penalty: 913.598755
	Iteration 48Q: 3 clusters Score -1810008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -1810089.750000 Penalty: 913.598755
	Iteration 49Q: 3 clusters Score -1810090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1810166.125000 Penalty: 913.598755
	Iteration 50Q: 3 clusters Score -1810166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1810220.375000 Penalty: 913.598755
	Iteration 51Q: 3 clusters Score -1810220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -1810282.875000 Penalty: 913.598755
	Iteration 52Q: 3 clusters Score -1810283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1810338.875000 Penalty: 913.598755
	Iteration 53Q: 3 clusters Score -1810339 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -1810376.125000 Penalty: 913.598755
	Iteration 54Q: 3 clusters Score -1810376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -1810419.500000 Penalty: 913.598755
	Iteration 55Q: 3 clusters Score -1810420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -1810450.500000 Penalty: 913.598755
	Iteration 56Q: 3 clusters Score -1810450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -1810474.500000 Penalty: 913.598755
	Iteration 57Q: 3 clusters Score -1810474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -1810491.000000 Penalty: 913.598755
	Iteration 58Q: 3 clusters Score -1810491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -1810495.125000 Penalty: 913.598755
	Iteration 59Q: 3 clusters Score -1810495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1810501.500000 Penalty: 913.598755
	Iteration 60F: 3 clusters Score -1810502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -1810505.500000 Penalty: 913.598755
	Iteration 61Q: 3 clusters Score -1810506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -1810508.875000 Penalty: 913.598755
	Iteration 62Q: 3 clusters Score -1810509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -1810513.250000 Penalty: 913.598755
	Iteration 63Q: 3 clusters Score -1810513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -1810523.625000 Penalty: 913.598755
	Iteration 64Q: 3 clusters Score -1810524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -1810531.500000 Penalty: 913.598755
	Iteration 65Q: 3 clusters Score -1810532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -1810542.125000 Penalty: 913.598755
	Iteration 66Q: 3 clusters Score -1810542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -1810551.000000 Penalty: 913.598755
	Iteration 67Q: 3 clusters Score -1810551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -1810559.250000 Penalty: 913.598755
	Iteration 68Q: 3 clusters Score -1810559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1810561.750000 Penalty: 913.598755
	Iteration 69Q: 3 clusters Score -1810562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -1810560.125000 Penalty: 913.598755
	Iteration 70Q: 3 clusters Score -1810560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -1810562.250000 Penalty: 913.598755
	Iteration 71Q: 3 clusters Score -1810562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1810564.000000 Penalty: 913.598755
	Iteration 72Q: 3 clusters Score -1810564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1810564.000000 Penalty: 913.598755
	Iteration 73F: 3 clusters Score -1810564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Entering Unmasked Estep 
Score: -568494.375000 Penalty: 402.952148
	Iteration 0F: 2 clusters Score -568494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -563819.000000 Penalty: 805.904297
	Iteration 0F: 3 clusters Score -563819 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -565759.250000 Penalty: 805.904297
	Iteration 1F: 3 clusters Score -565759.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -566052.000000 Penalty: 805.904297
	Iteration 2F: 3 clusters Score -566052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -566413.812500 Penalty: 805.904297
	Iteration 3F: 3 clusters Score -566413.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -566802.250000 Penalty: 805.904297
	Iteration 4F: 3 clusters Score -566802.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -567156.187500 Penalty: 805.904297
	Iteration 5F: 3 clusters Score -567156.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -567436.125000 Penalty: 805.904297
	Iteration 6Q: 3 clusters Score -567436.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -567690.687500 Penalty: 805.904297
	Iteration 7Q: 3 clusters Score -567690.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -567888.375000 Penalty: 805.904297
	Iteration 8Q: 3 clusters Score -567888.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -567993.625000 Penalty: 805.904297
	Iteration 9Q: 3 clusters Score -567993.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -568053.312500 Penalty: 805.904297
	Iteration 10Q: 3 clusters Score -568053.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -568089.250000 Penalty: 805.904297
	Iteration 11Q: 3 clusters Score -568089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -568105.187500 Penalty: 805.904297
	Iteration 12Q: 3 clusters Score -568105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -568112.187500 Penalty: 805.904297
	Iteration 13Q: 3 clusters Score -568112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -568119.625000 Penalty: 805.904297
	Iteration 14Q: 3 clusters Score -568119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -568121.812500 Penalty: 805.904297
	Iteration 15Q: 3 clusters Score -568121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -568128.125000 Penalty: 805.904297
	Iteration 16Q: 3 clusters Score -568128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -568135.000000 Penalty: 805.904297
	Iteration 17Q: 3 clusters Score -568135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -568135.375000 Penalty: 805.904297
	Iteration 18Q: 3 clusters Score -568135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -568135.687500 Penalty: 805.904297
	Iteration 19Q: 3 clusters Score -568135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -568135.687500 Penalty: 805.904297
	Iteration 20F: 3 clusters Score -568135.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -68624.929688 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -68624.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67882.101562 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -67882.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68103.242188 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -68103.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -68139.039062 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -68139.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68162.656250 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -68162.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68173.515625 Penalty: 618.612549
	Iteration 4Q: 3 clusters Score -68173.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68183.828125 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -68183.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68188.390625 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -68188.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68192.367188 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -68192.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68201.101562 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -68201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -68210.859375 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -68210.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -68223.000000 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -68223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68230.000000 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -68230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -68233.984375 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -68233.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68239.773438 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -68239.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68250.203125 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -68250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -68259.703125 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -68259.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -68268.421875 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -68268.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68275.656250 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -68275.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68285.953125 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -68285.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68297.250000 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -68297.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68302.710938 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -68302.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68310.656250 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -68310.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68321.054688 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -68321.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -68331.195312 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -68331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68340.664062 Penalty: 618.612549
	Iteration 24Q: 3 clusters Score -68340.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68344.226562 Penalty: 618.612549
	Iteration 25Q: 3 clusters Score -68344.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -68348.187500 Penalty: 618.612549
	Iteration 26Q: 3 clusters Score -68348.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -68354.820312 Penalty: 618.612549
	Iteration 27Q: 3 clusters Score -68354.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68365.523438 Penalty: 618.612549
	Iteration 28Q: 3 clusters Score -68365.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -68373.890625 Penalty: 618.612549
	Iteration 29Q: 3 clusters Score -68373.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68377.085938 Penalty: 618.612549
	Iteration 30Q: 3 clusters Score -68377.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -68378.890625 Penalty: 618.612549
	Iteration 31Q: 3 clusters Score -68378.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68385.476562 Penalty: 618.612549
	Iteration 32Q: 3 clusters Score -68385.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68387.226562 Penalty: 618.612549
	Iteration 33Q: 3 clusters Score -68387.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68387.226562 Penalty: 618.612549
	Iteration 34F: 3 clusters Score -68387.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9439.470703 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9439.471 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 88 members 
Entering Unmasked Estep 
Score: -9193.894531 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -9193.895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9285.596680 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -9285.597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9293.898438 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -9293.898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9307.911133 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -9307.911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9323.721680 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -9323.722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -9330.140625 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -9330.141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9331.095703 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -9331.096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9332.172852 Penalty: 466.820770
	Iteration 7Q: 3 clusters Score -9332.173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -9332.172852 Penalty: 466.820770
	Iteration 8F: 3 clusters Score -9332.173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Entering Unmasked Estep 
Score: -2898746.500000 Penalty: 478.810638
	Iteration 0F: 2 clusters Score -2898746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2874275.000000 Penalty: 957.621277
	Iteration 0F: 3 clusters Score -2874275 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2884555.000000 Penalty: 957.621277
	Iteration 1F: 3 clusters Score -2884555 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2885101.000000 Penalty: 957.621277
	Iteration 2Q: 3 clusters Score -2885101 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2885944.250000 Penalty: 957.621277
	Iteration 3Q: 3 clusters Score -2885944 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2887210.750000 Penalty: 957.621277
	Iteration 4F: 3 clusters Score -2887211 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2889065.750000 Penalty: 957.621277
	Iteration 5F: 3 clusters Score -2889066 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2891311.750000 Penalty: 957.621277
	Iteration 6F: 3 clusters Score -2891312 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2893066.000000 Penalty: 957.621277
	Iteration 7F: 3 clusters Score -2893066 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2893857.250000 Penalty: 957.621277
	Iteration 8Q: 3 clusters Score -2893857 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2894180.500000 Penalty: 957.621277
	Iteration 9Q: 3 clusters Score -2894180 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2894389.750000 Penalty: 957.621277
	Iteration 10Q: 3 clusters Score -2894390 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2894541.000000 Penalty: 957.621277
	Iteration 11Q: 3 clusters Score -2894541 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2894678.000000 Penalty: 957.621277
	Iteration 12Q: 3 clusters Score -2894678 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2894825.500000 Penalty: 957.621277
	Iteration 13Q: 3 clusters Score -2894826 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2894983.750000 Penalty: 957.621277
	Iteration 14Q: 3 clusters Score -2894984 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2895159.500000 Penalty: 957.621277
	Iteration 15Q: 3 clusters Score -2895160 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2895346.500000 Penalty: 957.621277
	Iteration 16Q: 3 clusters Score -2895346 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2895590.250000 Penalty: 957.621277
	Iteration 17Q: 3 clusters Score -2895590 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2895833.000000 Penalty: 957.621277
	Iteration 18Q: 3 clusters Score -2895833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2896100.000000 Penalty: 957.621277
	Iteration 19Q: 3 clusters Score -2896100 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2896351.250000 Penalty: 957.621277
	Iteration 20F: 3 clusters Score -2896351 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2896573.000000 Penalty: 957.621277
	Iteration 21Q: 3 clusters Score -2896573 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2896751.250000 Penalty: 957.621277
	Iteration 22Q: 3 clusters Score -2896751 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2896894.000000 Penalty: 957.621277
	Iteration 23Q: 3 clusters Score -2896894 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2897025.750000 Penalty: 957.621277
	Iteration 24Q: 3 clusters Score -2897026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2897124.500000 Penalty: 957.621277
	Iteration 25Q: 3 clusters Score -2897124 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2897180.750000 Penalty: 957.621277
	Iteration 26Q: 3 clusters Score -2897181 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2897261.500000 Penalty: 957.621277
	Iteration 27Q: 3 clusters Score -2897262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2897317.250000 Penalty: 957.621277
	Iteration 28Q: 3 clusters Score -2897317 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2897367.000000 Penalty: 957.621277
	Iteration 29Q: 3 clusters Score -2897367 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2897416.000000 Penalty: 957.621277
	Iteration 30Q: 3 clusters Score -2897416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2897472.000000 Penalty: 957.621277
	Iteration 31Q: 3 clusters Score -2897472 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2897539.250000 Penalty: 957.621277
	Iteration 32Q: 3 clusters Score -2897539 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2897596.750000 Penalty: 957.621277
	Iteration 33Q: 3 clusters Score -2897597 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2897633.750000 Penalty: 957.621277
	Iteration 34Q: 3 clusters Score -2897634 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2897687.000000 Penalty: 957.621277
	Iteration 35Q: 3 clusters Score -2897687 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2897721.750000 Penalty: 957.621277
	Iteration 36Q: 3 clusters Score -2897722 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2897767.000000 Penalty: 957.621277
	Iteration 37Q: 3 clusters Score -2897767 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2897805.000000 Penalty: 957.621277
	Iteration 38Q: 3 clusters Score -2897805 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2897819.750000 Penalty: 957.621277
	Iteration 39Q: 3 clusters Score -2897820 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2897860.000000 Penalty: 957.621277
	Iteration 40F: 3 clusters Score -2897860 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2897875.000000 Penalty: 957.621277
	Iteration 41Q: 3 clusters Score -2897875 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2897909.000000 Penalty: 957.621277
	Iteration 42Q: 3 clusters Score -2897909 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2897943.500000 Penalty: 957.621277
	Iteration 43Q: 3 clusters Score -2897944 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2897966.000000 Penalty: 957.621277
	Iteration 44Q: 3 clusters Score -2897966 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2897982.500000 Penalty: 957.621277
	Iteration 45Q: 3 clusters Score -2897982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2898000.750000 Penalty: 957.621277
	Iteration 46Q: 3 clusters Score -2898001 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2898030.500000 Penalty: 957.621277
	Iteration 47Q: 3 clusters Score -2898030 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2898049.750000 Penalty: 957.621277
	Iteration 48Q: 3 clusters Score -2898050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2898059.250000 Penalty: 957.621277
	Iteration 49Q: 3 clusters Score -2898059 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2898068.250000 Penalty: 957.621277
	Iteration 50Q: 3 clusters Score -2898068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2898091.750000 Penalty: 957.621277
	Iteration 51Q: 3 clusters Score -2898092 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2898102.000000 Penalty: 957.621277
	Iteration 52Q: 3 clusters Score -2898102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2898140.000000 Penalty: 957.621277
	Iteration 53Q: 3 clusters Score -2898140 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2898156.500000 Penalty: 957.621277
	Iteration 54Q: 3 clusters Score -2898156 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2898169.500000 Penalty: 957.621277
	Iteration 55Q: 3 clusters Score -2898170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2898170.500000 Penalty: 957.621277
	Iteration 56Q: 3 clusters Score -2898170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2898193.500000 Penalty: 957.621277
	Iteration 57Q: 3 clusters Score -2898194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2898215.000000 Penalty: 957.621277
	Iteration 58Q: 3 clusters Score -2898215 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2898246.000000 Penalty: 957.621277
	Iteration 59Q: 3 clusters Score -2898246 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2898264.500000 Penalty: 957.621277
	Iteration 60F: 3 clusters Score -2898264 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2898299.500000 Penalty: 957.621277
	Iteration 61Q: 3 clusters Score -2898300 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2898327.750000 Penalty: 957.621277
	Iteration 62Q: 3 clusters Score -2898328 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2898369.500000 Penalty: 957.621277
	Iteration 63Q: 3 clusters Score -2898370 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2898387.750000 Penalty: 957.621277
	Iteration 64Q: 3 clusters Score -2898388 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2898404.750000 Penalty: 957.621277
	Iteration 65Q: 3 clusters Score -2898405 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2898423.500000 Penalty: 957.621277
	Iteration 66Q: 3 clusters Score -2898424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2898439.750000 Penalty: 957.621277
	Iteration 67Q: 3 clusters Score -2898440 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2898462.000000 Penalty: 957.621277
	Iteration 68Q: 3 clusters Score -2898462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2898484.250000 Penalty: 957.621277
	Iteration 69Q: 3 clusters Score -2898484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2898493.000000 Penalty: 957.621277
	Iteration 70Q: 3 clusters Score -2898493 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2898516.250000 Penalty: 957.621277
	Iteration 71Q: 3 clusters Score -2898516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2898513.500000 Penalty: 957.621277
	Iteration 72Q: 3 clusters Score -2898514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2898507.250000 Penalty: 957.621277
	Iteration 73Q: 3 clusters Score -2898507 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2898512.250000 Penalty: 957.621277
	Iteration 74Q: 3 clusters Score -2898512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2898517.250000 Penalty: 957.621277
	Iteration 75Q: 3 clusters Score -2898517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2898530.500000 Penalty: 957.621277
	Iteration 76Q: 3 clusters Score -2898530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2898532.750000 Penalty: 957.621277
	Iteration 77Q: 3 clusters Score -2898533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2898544.500000 Penalty: 957.621277
	Iteration 78Q: 3 clusters Score -2898544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2898537.250000 Penalty: 957.621277
	Iteration 79Q: 3 clusters Score -2898537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2898535.250000 Penalty: 957.621277
	Iteration 80F: 3 clusters Score -2898535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2898531.500000 Penalty: 957.621277
	Iteration 81Q: 3 clusters Score -2898532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2898533.250000 Penalty: 957.621277
	Iteration 82Q: 3 clusters Score -2898533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2898542.000000 Penalty: 957.621277
	Iteration 83Q: 3 clusters Score -2898542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2898536.000000 Penalty: 957.621277
	Iteration 84Q: 3 clusters Score -2898536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2898536.000000 Penalty: 957.621277
	Iteration 85Q: 3 clusters Score -2898536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2898533.750000 Penalty: 957.621277
	Iteration 86Q: 3 clusters Score -2898534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2898535.250000 Penalty: 957.621277
	Iteration 87Q: 3 clusters Score -2898535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2898532.500000 Penalty: 957.621277
	Iteration 88Q: 3 clusters Score -2898532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2898533.750000 Penalty: 957.621277
	Iteration 89Q: 3 clusters Score -2898534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2898535.500000 Penalty: 957.621277
	Iteration 90Q: 3 clusters Score -2898536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2898530.250000 Penalty: 957.621277
	Iteration 91Q: 3 clusters Score -2898530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2898526.500000 Penalty: 957.621277
	Iteration 92Q: 3 clusters Score -2898526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2898529.000000 Penalty: 957.621277
	Iteration 93Q: 3 clusters Score -2898529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2898525.500000 Penalty: 957.621277
	Iteration 94Q: 3 clusters Score -2898526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2898527.500000 Penalty: 957.621277
	Iteration 95Q: 3 clusters Score -2898528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2898531.250000 Penalty: 957.621277
	Iteration 96Q: 3 clusters Score -2898531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2898532.750000 Penalty: 957.621277
	Iteration 97Q: 3 clusters Score -2898533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2898536.500000 Penalty: 957.621277
	Iteration 98Q: 3 clusters Score -2898536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2898532.000000 Penalty: 957.621277
	Iteration 99Q: 3 clusters Score -2898532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2898534.250000 Penalty: 957.621277
	Iteration 100F: 3 clusters Score -2898534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2898536.250000 Penalty: 957.621277
	Iteration 101Q: 3 clusters Score -2898536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2898539.000000 Penalty: 957.621277
	Iteration 102Q: 3 clusters Score -2898539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2898541.750000 Penalty: 957.621277
	Iteration 103Q: 3 clusters Score -2898542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2898539.500000 Penalty: 957.621277
	Iteration 104Q: 3 clusters Score -2898540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2898536.000000 Penalty: 957.621277
	Iteration 105Q: 3 clusters Score -2898536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2898532.750000 Penalty: 957.621277
	Iteration 106Q: 3 clusters Score -2898533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2898534.750000 Penalty: 957.621277
	Iteration 107Q: 3 clusters Score -2898535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2898536.250000 Penalty: 957.621277
	Iteration 108Q: 3 clusters Score -2898536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2898534.750000 Penalty: 957.621277
	Iteration 109Q: 3 clusters Score -2898535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2898534.750000 Penalty: 957.621277
	Iteration 110F: 3 clusters Score -2898535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -12187.392578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -12187.39 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 184 members 
Entering Unmasked Estep 
Score: -11785.363281 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -11785.36 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11953.702148 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -11953.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12012.762695 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -12012.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12060.352539 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -12060.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12083.474609 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -12083.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12097.494141 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -12097.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -12111.103516 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -12111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12118.555664 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -12118.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12134.323242 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -12134.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12142.608398 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -12142.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12148.957031 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -12148.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12159.225586 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -12159.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12168.375000 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -12168.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12173.528320 Penalty: 541.271179
	Iteration 13Q: 3 clusters Score -12173.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12175.653320 Penalty: 541.271179
	Iteration 14Q: 3 clusters Score -12175.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12176.187500 Penalty: 541.271179
	Iteration 15Q: 3 clusters Score -12176.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12176.187500 Penalty: 541.271179
	Iteration 16F: 3 clusters Score -12176.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (18321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Entering Unmasked Estep 
Score: -1453612.875000 Penalty: 446.619049
	Iteration 0F: 2 clusters Score -1453613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1441379.000000 Penalty: 893.238098
	Iteration 0F: 3 clusters Score -1441379 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1446168.500000 Penalty: 893.238098
	Iteration 1F: 3 clusters Score -1446168 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1446283.250000 Penalty: 893.238098
	Iteration 2Q: 3 clusters Score -1446283 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1446386.750000 Penalty: 893.238098
	Iteration 3Q: 3 clusters Score -1446387 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1446486.750000 Penalty: 893.238098
	Iteration 4Q: 3 clusters Score -1446487 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1446594.250000 Penalty: 893.238098
	Iteration 5Q: 3 clusters Score -1446594 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1446718.125000 Penalty: 893.238098
	Iteration 6Q: 3 clusters Score -1446718 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1446830.250000 Penalty: 893.238098
	Iteration 7Q: 3 clusters Score -1446830 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1446996.250000 Penalty: 893.238098
	Iteration 8Q: 3 clusters Score -1446996 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1447210.375000 Penalty: 893.238098
	Iteration 9Q: 3 clusters Score -1447210 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1447526.125000 Penalty: 893.238098
	Iteration 10Q: 3 clusters Score -1447526 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1448053.625000 Penalty: 893.238098
	Iteration 11Q: 3 clusters Score -1448054 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1448856.500000 Penalty: 893.238098
	Iteration 12F: 3 clusters Score -1448856 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1449886.875000 Penalty: 893.238098
	Iteration 13F: 3 clusters Score -1449887 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1450957.125000 Penalty: 893.238098
	Iteration 14F: 3 clusters Score -1450957 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1451763.500000 Penalty: 893.238098
	Iteration 15F: 3 clusters Score -1451764 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1452293.375000 Penalty: 893.238098
	Iteration 16Q: 3 clusters Score -1452293 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1452587.000000 Penalty: 893.238098
	Iteration 17Q: 3 clusters Score -1452587 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -1452764.625000 Penalty: 893.238098
	Iteration 18Q: 3 clusters Score -1452765 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1452904.125000 Penalty: 893.238098
	Iteration 19Q: 3 clusters Score -1452904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1452983.750000 Penalty: 893.238098
	Iteration 20F: 3 clusters Score -1452984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -1453049.375000 Penalty: 893.238098
	Iteration 21Q: 3 clusters Score -1453049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1453087.625000 Penalty: 893.238098
	Iteration 22Q: 3 clusters Score -1453088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -1453112.875000 Penalty: 893.238098
	Iteration 23Q: 3 clusters Score -1453113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -1453143.500000 Penalty: 893.238098
	Iteration 24Q: 3 clusters Score -1453144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -1453160.875000 Penalty: 893.238098
	Iteration 25Q: 3 clusters Score -1453161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1453180.125000 Penalty: 893.238098
	Iteration 26Q: 3 clusters Score -1453180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1453194.250000 Penalty: 893.238098
	Iteration 27Q: 3 clusters Score -1453194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1453208.875000 Penalty: 893.238098
	Iteration 28Q: 3 clusters Score -1453209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1453213.250000 Penalty: 893.238098
	Iteration 29Q: 3 clusters Score -1453213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1453220.875000 Penalty: 893.238098
	Iteration 30Q: 3 clusters Score -1453221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1453221.000000 Penalty: 893.238098
	Iteration 31Q: 3 clusters Score -1453221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1453223.125000 Penalty: 893.238098
	Iteration 32Q: 3 clusters Score -1453223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1453225.125000 Penalty: 893.238098
	Iteration 33Q: 3 clusters Score -1453225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1453228.750000 Penalty: 893.238098
	Iteration 34Q: 3 clusters Score -1453229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1453232.250000 Penalty: 893.238098
	Iteration 35Q: 3 clusters Score -1453232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1453234.750000 Penalty: 893.238098
	Iteration 36Q: 3 clusters Score -1453235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1453237.000000 Penalty: 893.238098
	Iteration 37Q: 3 clusters Score -1453237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1453236.875000 Penalty: 893.238098
	Iteration 38Q: 3 clusters Score -1453237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1453240.125000 Penalty: 893.238098
	Iteration 39Q: 3 clusters Score -1453240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1453239.625000 Penalty: 893.238098
	Iteration 40F: 3 clusters Score -1453240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1453241.500000 Penalty: 893.238098
	Iteration 41Q: 3 clusters Score -1453242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1453243.250000 Penalty: 893.238098
	Iteration 42Q: 3 clusters Score -1453243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -1453245.750000 Penalty: 893.238098
	Iteration 43Q: 3 clusters Score -1453246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1453246.375000 Penalty: 893.238098
	Iteration 44Q: 3 clusters Score -1453246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -1453246.250000 Penalty: 893.238098
	Iteration 45Q: 3 clusters Score -1453246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1453247.375000 Penalty: 893.238098
	Iteration 46Q: 3 clusters Score -1453247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1453247.375000 Penalty: 893.238098
	Iteration 47F: 3 clusters Score -1453247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Entering Unmasked Estep 
Score: -1773432.750000 Penalty: 454.289093
	Iteration 0F: 2 clusters Score -1773433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1759340.500000 Penalty: 908.578186
	Iteration 0F: 3 clusters Score -1759340 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1765379.000000 Penalty: 908.578186
	Iteration 1F: 3 clusters Score -1765379 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1765788.625000 Penalty: 908.578186
	Iteration 2Q: 3 clusters Score -1765789 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1766436.500000 Penalty: 908.578186
	Iteration 3Q: 3 clusters Score -1766436 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1767510.375000 Penalty: 908.578186
	Iteration 4F: 3 clusters Score -1767510 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1768979.625000 Penalty: 908.578186
	Iteration 5F: 3 clusters Score -1768980 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1770445.375000 Penalty: 908.578186
	Iteration 6F: 3 clusters Score -1770445 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1771235.000000 Penalty: 908.578186
	Iteration 7Q: 3 clusters Score -1771235 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1771634.125000 Penalty: 908.578186
	Iteration 8Q: 3 clusters Score -1771634 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1771954.000000 Penalty: 908.578186
	Iteration 9Q: 3 clusters Score -1771954 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1772197.375000 Penalty: 908.578186
	Iteration 10Q: 3 clusters Score -1772197 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1772347.875000 Penalty: 908.578186
	Iteration 11Q: 3 clusters Score -1772348 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1772470.875000 Penalty: 908.578186
	Iteration 12Q: 3 clusters Score -1772471 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1772550.500000 Penalty: 908.578186
	Iteration 13Q: 3 clusters Score -1772550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1772592.625000 Penalty: 908.578186
	Iteration 14Q: 3 clusters Score -1772593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1772612.875000 Penalty: 908.578186
	Iteration 15Q: 3 clusters Score -1772613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1772632.875000 Penalty: 908.578186
	Iteration 16Q: 3 clusters Score -1772633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1772642.000000 Penalty: 908.578186
	Iteration 17Q: 3 clusters Score -1772642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1772643.500000 Penalty: 908.578186
	Iteration 18Q: 3 clusters Score -1772644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1772648.875000 Penalty: 908.578186
	Iteration 19Q: 3 clusters Score -1772649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1772649.750000 Penalty: 908.578186
	Iteration 20F: 3 clusters Score -1772650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1772653.375000 Penalty: 908.578186
	Iteration 21Q: 3 clusters Score -1772653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1772646.625000 Penalty: 908.578186
	Iteration 22Q: 3 clusters Score -1772647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1772650.125000 Penalty: 908.578186
	Iteration 23Q: 3 clusters Score -1772650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1772654.125000 Penalty: 908.578186
	Iteration 24Q: 3 clusters Score -1772654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1772647.375000 Penalty: 908.578186
	Iteration 25Q: 3 clusters Score -1772647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1772649.125000 Penalty: 908.578186
	Iteration 26Q: 3 clusters Score -1772649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1772648.125000 Penalty: 908.578186
	Iteration 27Q: 3 clusters Score -1772648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1772649.125000 Penalty: 908.578186
	Iteration 28Q: 3 clusters Score -1772649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1772650.250000 Penalty: 908.578186
	Iteration 29Q: 3 clusters Score -1772650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1772647.750000 Penalty: 908.578186
	Iteration 30Q: 3 clusters Score -1772648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1772649.000000 Penalty: 908.578186
	Iteration 31Q: 3 clusters Score -1772649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1772646.500000 Penalty: 908.578186
	Iteration 32Q: 3 clusters Score -1772646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1772645.500000 Penalty: 908.578186
	Iteration 33Q: 3 clusters Score -1772646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1772647.500000 Penalty: 908.578186
	Iteration 34Q: 3 clusters Score -1772648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1772648.250000 Penalty: 908.578186
	Iteration 35Q: 3 clusters Score -1772648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1772647.375000 Penalty: 908.578186
	Iteration 36Q: 3 clusters Score -1772647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1772646.875000 Penalty: 908.578186
	Iteration 37Q: 3 clusters Score -1772647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1772646.250000 Penalty: 908.578186
	Iteration 38Q: 3 clusters Score -1772646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1772644.250000 Penalty: 908.578186
	Iteration 39Q: 3 clusters Score -1772644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1772646.250000 Penalty: 908.578186
	Iteration 40F: 3 clusters Score -1772646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1772648.250000 Penalty: 908.578186
	Iteration 41Q: 3 clusters Score -1772648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1772647.500000 Penalty: 908.578186
	Iteration 42Q: 3 clusters Score -1772648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1772647.625000 Penalty: 908.578186
	Iteration 43Q: 3 clusters Score -1772648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1772646.750000 Penalty: 908.578186
	Iteration 44Q: 3 clusters Score -1772647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1772646.750000 Penalty: 908.578186
	Iteration 45F: 3 clusters Score -1772647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -31930.929688 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -31930.93 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 289 members 
Entering Unmasked Estep 
Score: -31416.644531 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -31416.64 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -31590.023438 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -31590.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31651.916016 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -31651.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31686.466797 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -31686.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -31711.033203 Penalty: 575.189941
	Iteration 4F: 3 clusters Score -31711.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31723.662109 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -31723.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31741.513672 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -31741.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31752.701172 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -31752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31762.359375 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -31762.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31767.943359 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -31767.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31771.873047 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -31771.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31773.013672 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -31773.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31773.763672 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -31773.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31773.962891 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -31773.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31773.962891 Penalty: 575.189941
	Iteration 14F: 3 clusters Score -31773.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -13318.079102 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13318.08 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 141 members 
Entering Unmasked Estep 
Score: -13003.364258 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13003.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13107.696289 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13107.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13157.599609 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13175.671875 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13175.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13186.048828 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13186.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13205.000977 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13211.508789 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13211.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13216.536133 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -13216.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13220.009766 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -13220.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13222.083008 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -13222.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13231.338867 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -13231.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13234.583008 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -13234.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13247.960938 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -13247.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13250.251953 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -13250.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13252.125000 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -13252.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13253.825195 Penalty: 509.118713
	Iteration 15Q: 3 clusters Score -13253.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13255.111328 Penalty: 509.118713
	Iteration 16Q: 3 clusters Score -13255.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13256.874023 Penalty: 509.118713
	Iteration 17Q: 3 clusters Score -13256.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13257.711914 Penalty: 509.118713
	Iteration 18Q: 3 clusters Score -13257.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13258.091797 Penalty: 509.118713
	Iteration 19Q: 3 clusters Score -13258.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13258.091797 Penalty: 509.118713
	Iteration 20F: 3 clusters Score -13258.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7729.241699 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7729.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7501.103027 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7501.103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7551.767090 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7551.767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7570.352539 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7570.353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7605.068359 Penalty: 445.703430
	Iteration 3F: 3 clusters Score -7605.068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7623.460449 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7623.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7629.100098 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7629.100098 Penalty: 445.703430
	Iteration 6F: 3 clusters Score -7629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -95172.031250 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -95172.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -94216.289062 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -94216.29 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -94542.125000 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -94542.12 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -94626.648438 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -94626.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -94688.765625 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -94688.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94764.984375 Penalty: 652.200439
	Iteration 4Q: 3 clusters Score -94764.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94821.367188 Penalty: 652.200439
	Iteration 5F: 3 clusters Score -94821.37 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -94858.898438 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -94858.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -94880.929688 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -94880.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -94903.570312 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -94903.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -94926.304688 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -94926.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -94944.648438 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -94944.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -94954.562500 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -94954.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -94964.531250 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -94964.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -94974.648438 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -94974.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94986.218750 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -94986.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -94995.250000 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -94995.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95004.031250 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -95004.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -95010.156250 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -95010.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -95013.507812 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -95013.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -95016.195312 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -95016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -95018.578125 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -95018.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -95019.687500 Penalty: 652.200439
	Iteration 21Q: 3 clusters Score -95019.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -95019.710938 Penalty: 652.200439
	Iteration 22Q: 3 clusters Score -95019.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -95019.710938 Penalty: 652.200439
	Iteration 23F: 3 clusters Score -95019.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Entering Unmasked Estep 
Score: -314167.843750 Penalty: 382.230011
	Iteration 0F: 2 clusters Score -314167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -311147.218750 Penalty: 764.460022
	Iteration 0F: 3 clusters Score -311147.2 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -312322.312500 Penalty: 764.460022
	Iteration 1F: 3 clusters Score -312322.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -312491.062500 Penalty: 764.460022
	Iteration 2F: 3 clusters Score -312491.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -312641.718750 Penalty: 764.460022
	Iteration 3F: 3 clusters Score -312641.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -312792.906250 Penalty: 764.460022
	Iteration 4F: 3 clusters Score -312792.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -312920.343750 Penalty: 764.460022
	Iteration 5F: 3 clusters Score -312920.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -313044.312500 Penalty: 764.460022
	Iteration 6F: 3 clusters Score -313044.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -313153.406250 Penalty: 764.460022
	Iteration 7Q: 3 clusters Score -313153.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -313223.562500 Penalty: 764.460022
	Iteration 8Q: 3 clusters Score -313223.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -313266.500000 Penalty: 764.460022
	Iteration 9Q: 3 clusters Score -313266.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -313297.218750 Penalty: 764.460022
	Iteration 10Q: 3 clusters Score -313297.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -313323.968750 Penalty: 764.460022
	Iteration 11Q: 3 clusters Score -313324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -313353.093750 Penalty: 764.460022
	Iteration 12Q: 3 clusters Score -313353.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -313381.093750 Penalty: 764.460022
	Iteration 13Q: 3 clusters Score -313381.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -313406.718750 Penalty: 764.460022
	Iteration 14Q: 3 clusters Score -313406.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -313426.250000 Penalty: 764.460022
	Iteration 15Q: 3 clusters Score -313426.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -313447.656250 Penalty: 764.460022
	Iteration 16Q: 3 clusters Score -313447.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -313473.718750 Penalty: 764.460022
	Iteration 17Q: 3 clusters Score -313473.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -313507.718750 Penalty: 764.460022
	Iteration 18Q: 3 clusters Score -313507.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -313539.156250 Penalty: 764.460022
	Iteration 19Q: 3 clusters Score -313539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -313565.031250 Penalty: 764.460022
	Iteration 20F: 3 clusters Score -313565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -313587.937500 Penalty: 764.460022
	Iteration 21Q: 3 clusters Score -313587.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -313612.343750 Penalty: 764.460022
	Iteration 22Q: 3 clusters Score -313612.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -313629.375000 Penalty: 764.460022
	Iteration 23Q: 3 clusters Score -313629.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -313641.437500 Penalty: 764.460022
	Iteration 24Q: 3 clusters Score -313641.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313649.562500 Penalty: 764.460022
	Iteration 25Q: 3 clusters Score -313649.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -313655.875000 Penalty: 764.460022
	Iteration 26Q: 3 clusters Score -313655.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -313663.093750 Penalty: 764.460022
	Iteration 27Q: 3 clusters Score -313663.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -313672.781250 Penalty: 764.460022
	Iteration 28Q: 3 clusters Score -313672.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -313679.968750 Penalty: 764.460022
	Iteration 29Q: 3 clusters Score -313680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -313686.187500 Penalty: 764.460022
	Iteration 30Q: 3 clusters Score -313686.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -313692.250000 Penalty: 764.460022
	Iteration 31Q: 3 clusters Score -313692.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -313697.656250 Penalty: 764.460022
	Iteration 32Q: 3 clusters Score -313697.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -313705.906250 Penalty: 764.460022
	Iteration 33Q: 3 clusters Score -313705.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -313716.187500 Penalty: 764.460022
	Iteration 34Q: 3 clusters Score -313716.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -313726.875000 Penalty: 764.460022
	Iteration 35Q: 3 clusters Score -313726.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -313736.875000 Penalty: 764.460022
	Iteration 36Q: 3 clusters Score -313736.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -313751.375000 Penalty: 764.460022
	Iteration 37Q: 3 clusters Score -313751.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -313768.218750 Penalty: 764.460022
	Iteration 38Q: 3 clusters Score -313768.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -313780.375000 Penalty: 764.460022
	Iteration 39Q: 3 clusters Score -313780.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -313793.937500 Penalty: 764.460022
	Iteration 40F: 3 clusters Score -313793.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -313807.093750 Penalty: 764.460022
	Iteration 41Q: 3 clusters Score -313807.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -313818.843750 Penalty: 764.460022
	Iteration 42Q: 3 clusters Score -313818.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -313825.593750 Penalty: 764.460022
	Iteration 43Q: 3 clusters Score -313825.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -313834.406250 Penalty: 764.460022
	Iteration 44Q: 3 clusters Score -313834.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -313842.968750 Penalty: 764.460022
	Iteration 45Q: 3 clusters Score -313843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -313852.843750 Penalty: 764.460022
	Iteration 46Q: 3 clusters Score -313852.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -313860.843750 Penalty: 764.460022
	Iteration 47Q: 3 clusters Score -313860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -313868.656250 Penalty: 764.460022
	Iteration 48Q: 3 clusters Score -313868.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -313877.000000 Penalty: 764.460022
	Iteration 49Q: 3 clusters Score -313877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -313884.843750 Penalty: 764.460022
	Iteration 50Q: 3 clusters Score -313884.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -313892.312500 Penalty: 764.460022
	Iteration 51Q: 3 clusters Score -313892.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -313899.437500 Penalty: 764.460022
	Iteration 52Q: 3 clusters Score -313899.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -313904.750000 Penalty: 764.460022
	Iteration 53Q: 3 clusters Score -313904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -313909.406250 Penalty: 764.460022
	Iteration 54Q: 3 clusters Score -313909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -313914.687500 Penalty: 764.460022
	Iteration 55Q: 3 clusters Score -313914.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -313916.906250 Penalty: 764.460022
	Iteration 56Q: 3 clusters Score -313916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -313918.906250 Penalty: 764.460022
	Iteration 57Q: 3 clusters Score -313918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -313922.718750 Penalty: 764.460022
	Iteration 58Q: 3 clusters Score -313922.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -313929.906250 Penalty: 764.460022
	Iteration 59Q: 3 clusters Score -313929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -313934.625000 Penalty: 764.460022
	Iteration 60F: 3 clusters Score -313934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -313942.281250 Penalty: 764.460022
	Iteration 61Q: 3 clusters Score -313942.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -313947.000000 Penalty: 764.460022
	Iteration 62Q: 3 clusters Score -313947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -313955.906250 Penalty: 764.460022
	Iteration 63Q: 3 clusters Score -313955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -313964.531250 Penalty: 764.460022
	Iteration 64Q: 3 clusters Score -313964.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -313975.125000 Penalty: 764.460022
	Iteration 65Q: 3 clusters Score -313975.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -313982.968750 Penalty: 764.460022
	Iteration 66Q: 3 clusters Score -313983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -313988.437500 Penalty: 764.460022
	Iteration 67Q: 3 clusters Score -313988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -313992.875000 Penalty: 764.460022
	Iteration 68Q: 3 clusters Score -313992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -313995.781250 Penalty: 764.460022
	Iteration 69Q: 3 clusters Score -313995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -314005.562500 Penalty: 764.460022
	Iteration 70Q: 3 clusters Score -314005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -314014.437500 Penalty: 764.460022
	Iteration 71Q: 3 clusters Score -314014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -314022.031250 Penalty: 764.460022
	Iteration 72Q: 3 clusters Score -314022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -314026.906250 Penalty: 764.460022
	Iteration 73Q: 3 clusters Score -314026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -314030.625000 Penalty: 764.460022
	Iteration 74Q: 3 clusters Score -314030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -314031.843750 Penalty: 764.460022
	Iteration 75Q: 3 clusters Score -314031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -314033.812500 Penalty: 764.460022
	Iteration 76Q: 3 clusters Score -314033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -314034.250000 Penalty: 764.460022
	Iteration 77Q: 3 clusters Score -314034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -314034.812500 Penalty: 764.460022
	Iteration 78Q: 3 clusters Score -314034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -314034.812500 Penalty: 764.460022
	Iteration 79F: 3 clusters Score -314034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 154 members 
Entering Unmasked Estep 
Score: -19555.740234 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19555.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19694.966797 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19694.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19761.939453 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19761.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19799.988281 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19799.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19829.496094 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19829.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19840.140625 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19840.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19849.828125 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19849.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19857.601562 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19864.050781 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19864.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19868.638672 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19868.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19868.638672 Penalty: 517.514771
	Iteration 10F: 3 clusters Score -19868.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30352 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37172 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18321 members 
Mstep: Class 36 contains 21685 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 215 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 478 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14041 members 
Mstep: Class 53 contains 3920 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20263 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10278 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2863 members 
Mstep: Class 71 contains 26634 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26809 members 
Mstep: Class 76 contains 37912 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3646 members 
Mstep: Class 80 contains 15909 members 
Mstep: Class 81 contains 17547 members 
Mstep: Class 82 contains 3526 members 
Mstep: Class 83 contains 80 members 
Entering Unmasked Estep 
Score: -42168752.000000 Penalty: 49960.722656
Splitting cluster 42 changes total score from -42169172.000000 to -42168752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -41051.847656 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -41051.85 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 272 members 
Entering Unmasked Estep 
Score: -40532.238281 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -40532.24 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40650.417969 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -40650.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -40689.687500 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -40689.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40713.367188 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -40713.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -40723.464844 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -40723.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40735.710938 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -40735.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40741.066406 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -40741.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40747.894531 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -40747.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -40756.703125 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -40756.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40770.058594 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -40770.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40779.976562 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -40779.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -40793.906250 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -40793.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -40805.371094 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -40805.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40811.867188 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -40811.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -40822.191406 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -40822.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -40826.843750 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -40826.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40829.277344 Penalty: 573.538330
	Iteration 16Q: 3 clusters Score -40829.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -40830.648438 Penalty: 573.538330
	Iteration 17Q: 3 clusters Score -40830.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -40831.007812 Penalty: 573.538330
	Iteration 18Q: 3 clusters Score -40831.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -40831.339844 Penalty: 573.538330
	Iteration 19Q: 3 clusters Score -40831.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40831.488281 Penalty: 573.538330
	Iteration 20F: 3 clusters Score -40831.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -50894.933594 Penalty: 292.405212
	Iteration 0F: 2 clusters Score -50894.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50310.660156 Penalty: 584.810425
	Iteration 0F: 3 clusters Score -50310.66 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50448.617188 Penalty: 584.810425
	Iteration 1F: 3 clusters Score -50448.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50476.554688 Penalty: 584.810425
	Iteration 2F: 3 clusters Score -50476.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50492.699219 Penalty: 584.810425
	Iteration 3Q: 3 clusters Score -50492.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50501.062500 Penalty: 584.810425
	Iteration 4Q: 3 clusters Score -50501.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50504.296875 Penalty: 584.810425
	Iteration 5Q: 3 clusters Score -50504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50509.972656 Penalty: 584.810425
	Iteration 6Q: 3 clusters Score -50509.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50518.960938 Penalty: 584.810425
	Iteration 7Q: 3 clusters Score -50518.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50530.988281 Penalty: 584.810425
	Iteration 8Q: 3 clusters Score -50530.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -50540.738281 Penalty: 584.810425
	Iteration 9Q: 3 clusters Score -50540.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50552.101562 Penalty: 584.810425
	Iteration 10Q: 3 clusters Score -50552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50558.128906 Penalty: 584.810425
	Iteration 11Q: 3 clusters Score -50558.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50566.910156 Penalty: 584.810425
	Iteration 12Q: 3 clusters Score -50566.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50571.917969 Penalty: 584.810425
	Iteration 13Q: 3 clusters Score -50571.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50581.054688 Penalty: 584.810425
	Iteration 14Q: 3 clusters Score -50581.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50585.660156 Penalty: 584.810425
	Iteration 15Q: 3 clusters Score -50585.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50589.667969 Penalty: 584.810425
	Iteration 16Q: 3 clusters Score -50589.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50594.593750 Penalty: 584.810425
	Iteration 17Q: 3 clusters Score -50594.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50601.382812 Penalty: 584.810425
	Iteration 18Q: 3 clusters Score -50601.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50609.625000 Penalty: 584.810425
	Iteration 19Q: 3 clusters Score -50609.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50613.765625 Penalty: 584.810425
	Iteration 20F: 3 clusters Score -50613.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50617.976562 Penalty: 584.810425
	Iteration 21Q: 3 clusters Score -50617.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50620.968750 Penalty: 584.810425
	Iteration 22Q: 3 clusters Score -50620.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50623.722656 Penalty: 584.810425
	Iteration 23Q: 3 clusters Score -50623.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50625.953125 Penalty: 584.810425
	Iteration 24Q: 3 clusters Score -50625.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50627.734375 Penalty: 584.810425
	Iteration 25Q: 3 clusters Score -50627.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50629.898438 Penalty: 584.810425
	Iteration 26Q: 3 clusters Score -50629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50630.300781 Penalty: 584.810425
	Iteration 27Q: 3 clusters Score -50630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50630.667969 Penalty: 584.810425
	Iteration 28Q: 3 clusters Score -50630.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50630.667969 Penalty: 584.810425
	Iteration 29F: 3 clusters Score -50630.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -135467.812500 Penalty: 339.843323
	Iteration 0F: 2 clusters Score -135467.8 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 864 members 
Entering Unmasked Estep 
Score: -134198.171875 Penalty: 679.686646
	Iteration 0F: 3 clusters Score -134198.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -134559.656250 Penalty: 679.686646
	Iteration 1F: 3 clusters Score -134559.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -134627.859375 Penalty: 679.686646
	Iteration 2F: 3 clusters Score -134627.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134694.093750 Penalty: 679.686646
	Iteration 3F: 3 clusters Score -134694.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -134762.781250 Penalty: 679.686646
	Iteration 4F: 3 clusters Score -134762.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134827.750000 Penalty: 679.686646
	Iteration 5F: 3 clusters Score -134827.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -134889.968750 Penalty: 679.686646
	Iteration 6Q: 3 clusters Score -134890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134957.234375 Penalty: 679.686646
	Iteration 7Q: 3 clusters Score -134957.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134988.140625 Penalty: 679.686646
	Iteration 8Q: 3 clusters Score -134988.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135016.031250 Penalty: 679.686646
	Iteration 9Q: 3 clusters Score -135016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135045.859375 Penalty: 679.686646
	Iteration 10Q: 3 clusters Score -135045.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135063.687500 Penalty: 679.686646
	Iteration 11Q: 3 clusters Score -135063.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135075.515625 Penalty: 679.686646
	Iteration 12Q: 3 clusters Score -135075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135082.687500 Penalty: 679.686646
	Iteration 13Q: 3 clusters Score -135082.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135089.984375 Penalty: 679.686646
	Iteration 14Q: 3 clusters Score -135090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135093.625000 Penalty: 679.686646
	Iteration 15Q: 3 clusters Score -135093.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135096.890625 Penalty: 679.686646
	Iteration 16Q: 3 clusters Score -135096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135099.062500 Penalty: 679.686646
	Iteration 17Q: 3 clusters Score -135099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135099.250000 Penalty: 679.686646
	Iteration 18Q: 3 clusters Score -135099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135100.843750 Penalty: 679.686646
	Iteration 19Q: 3 clusters Score -135100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135103.500000 Penalty: 679.686646
	Iteration 20F: 3 clusters Score -135103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135105.671875 Penalty: 679.686646
	Iteration 21Q: 3 clusters Score -135105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135108.109375 Penalty: 679.686646
	Iteration 22Q: 3 clusters Score -135108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135111.015625 Penalty: 679.686646
	Iteration 23Q: 3 clusters Score -135111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135114.218750 Penalty: 679.686646
	Iteration 24Q: 3 clusters Score -135114.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135119.250000 Penalty: 679.686646
	Iteration 25Q: 3 clusters Score -135119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135127.234375 Penalty: 679.686646
	Iteration 26Q: 3 clusters Score -135127.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135132.703125 Penalty: 679.686646
	Iteration 27Q: 3 clusters Score -135132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -135137.421875 Penalty: 679.686646
	Iteration 28Q: 3 clusters Score -135137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135141.203125 Penalty: 679.686646
	Iteration 29Q: 3 clusters Score -135141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135144.781250 Penalty: 679.686646
	Iteration 30Q: 3 clusters Score -135144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135148.718750 Penalty: 679.686646
	Iteration 31Q: 3 clusters Score -135148.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135151.781250 Penalty: 679.686646
	Iteration 32Q: 3 clusters Score -135151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135156.187500 Penalty: 679.686646
	Iteration 33Q: 3 clusters Score -135156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135160.015625 Penalty: 679.686646
	Iteration 34Q: 3 clusters Score -135160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135163.750000 Penalty: 679.686646
	Iteration 35Q: 3 clusters Score -135163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135167.375000 Penalty: 679.686646
	Iteration 36Q: 3 clusters Score -135167.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135171.375000 Penalty: 679.686646
	Iteration 37Q: 3 clusters Score -135171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135174.500000 Penalty: 679.686646
	Iteration 38Q: 3 clusters Score -135174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135177.859375 Penalty: 679.686646
	Iteration 39Q: 3 clusters Score -135177.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135180.750000 Penalty: 679.686646
	Iteration 40F: 3 clusters Score -135180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135181.656250 Penalty: 679.686646
	Iteration 41Q: 3 clusters Score -135181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135181.796875 Penalty: 679.686646
	Iteration 42Q: 3 clusters Score -135181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135181.796875 Penalty: 679.686646
	Iteration 43F: 3 clusters Score -135181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9426.142578 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9426.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9164.103516 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9164.104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9248.089844 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9248.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9275.877930 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9275.878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9289.134766 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -9289.135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9293.840820 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9293.841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9294.377930 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9294.378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9294.377930 Penalty: 486.586761
	Iteration 6F: 3 clusters Score -9294.378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6274.509277 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6274.509 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 122 members 
Entering Unmasked Estep 
Score: -5969.280273 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5969.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6041.088379 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6041.088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6068.857422 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6068.857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6079.503418 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -6079.503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6085.384277 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -6085.384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6095.685547 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6095.686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6105.725586 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -6105.726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6135.322754 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -6135.323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6162.852539 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -6162.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6168.371094 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -6168.371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6172.215332 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -6172.215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6176.829590 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -6176.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6178.297363 Penalty: 496.822296
	Iteration 12Q: 3 clusters Score -6178.297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6178.297363 Penalty: 496.822296
	Iteration 13F: 3 clusters Score -6178.297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -48997.910156 Penalty: 300.417755
	Iteration 0F: 2 clusters Score -48997.91 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 365 members 
Entering Unmasked Estep 
Score: -48346.609375 Penalty: 600.835510
	Iteration 0F: 3 clusters Score -48346.61 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -48528.859375 Penalty: 600.835510
	Iteration 1F: 3 clusters Score -48528.86 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48567.113281 Penalty: 600.835510
	Iteration 2F: 3 clusters Score -48567.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -48595.417969 Penalty: 600.835510
	Iteration 3F: 3 clusters Score -48595.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48628.742188 Penalty: 600.835510
	Iteration 4F: 3 clusters Score -48628.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -48668.402344 Penalty: 600.835510
	Iteration 5F: 3 clusters Score -48668.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48701.394531 Penalty: 600.835510
	Iteration 6Q: 3 clusters Score -48701.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48722.488281 Penalty: 600.835510
	Iteration 7Q: 3 clusters Score -48722.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48737.906250 Penalty: 600.835510
	Iteration 8Q: 3 clusters Score -48737.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48742.921875 Penalty: 600.835510
	Iteration 9Q: 3 clusters Score -48742.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48747.992188 Penalty: 600.835510
	Iteration 10Q: 3 clusters Score -48747.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48753.363281 Penalty: 600.835510
	Iteration 11Q: 3 clusters Score -48753.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48758.917969 Penalty: 600.835510
	Iteration 12Q: 3 clusters Score -48758.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -48767.132812 Penalty: 600.835510
	Iteration 13Q: 3 clusters Score -48767.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -48774.656250 Penalty: 600.835510
	Iteration 14Q: 3 clusters Score -48774.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48784.082031 Penalty: 600.835510
	Iteration 15Q: 3 clusters Score -48784.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48786.062500 Penalty: 600.835510
	Iteration 16Q: 3 clusters Score -48786.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48787.953125 Penalty: 600.835510
	Iteration 17Q: 3 clusters Score -48787.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48788.082031 Penalty: 600.835510
	Iteration 18Q: 3 clusters Score -48788.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48788.082031 Penalty: 600.835510
	Iteration 19F: 3 clusters Score -48788.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -39695.578125 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -39695.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39217.503906 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -39217.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39349.406250 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -39349.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -39383.269531 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -39383.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -39402.710938 Penalty: 561.434570
	Iteration 3Q: 3 clusters Score -39402.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -39412.343750 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -39412.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -39415.906250 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -39415.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -39417.937500 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -39417.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39421.000000 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -39421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -39422.050781 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -39422.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39422.417969 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -39422.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -39422.417969 Penalty: 561.434570
	Iteration 10F: 3 clusters Score -39422.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -16659.314453 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16659.31 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 124 members 
Entering Unmasked Estep 
Score: -16348.815430 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16348.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16468.029297 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16468.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16506.765625 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -16506.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16531.039062 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -16531.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16545.439453 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -16545.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16550.765625 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16550.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16553.583984 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16553.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16554.806641 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -16554.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16555.527344 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -16555.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16557.869141 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -16557.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16557.869141 Penalty: 508.439636
	Iteration 10F: 3 clusters Score -16557.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -75195.390625 Penalty: 319.092224
	Iteration 0F: 2 clusters Score -75195.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74338.812500 Penalty: 638.184448
	Iteration 0F: 3 clusters Score -74338.81 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -74650.351562 Penalty: 638.184448
	Iteration 1F: 3 clusters Score -74650.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -74733.671875 Penalty: 638.184448
	Iteration 2F: 3 clusters Score -74733.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74805.101562 Penalty: 638.184448
	Iteration 3F: 3 clusters Score -74805.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -74860.375000 Penalty: 638.184448
	Iteration 4F: 3 clusters Score -74860.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -74897.203125 Penalty: 638.184448
	Iteration 5Q: 3 clusters Score -74897.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74917.664062 Penalty: 638.184448
	Iteration 6Q: 3 clusters Score -74917.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -74931.757812 Penalty: 638.184448
	Iteration 7Q: 3 clusters Score -74931.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -74943.367188 Penalty: 638.184448
	Iteration 8Q: 3 clusters Score -74943.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -74954.976562 Penalty: 638.184448
	Iteration 9Q: 3 clusters Score -74954.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -74958.968750 Penalty: 638.184448
	Iteration 10Q: 3 clusters Score -74958.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -74963.851562 Penalty: 638.184448
	Iteration 11Q: 3 clusters Score -74963.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -74970.578125 Penalty: 638.184448
	Iteration 12Q: 3 clusters Score -74970.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -74973.695312 Penalty: 638.184448
	Iteration 13Q: 3 clusters Score -74973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -74980.632812 Penalty: 638.184448
	Iteration 14Q: 3 clusters Score -74980.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -74988.828125 Penalty: 638.184448
	Iteration 15Q: 3 clusters Score -74988.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -74994.757812 Penalty: 638.184448
	Iteration 16Q: 3 clusters Score -74994.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -74996.718750 Penalty: 638.184448
	Iteration 17Q: 3 clusters Score -74996.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74997.484375 Penalty: 638.184448
	Iteration 18Q: 3 clusters Score -74997.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -74997.484375 Penalty: 638.184448
	Iteration 19F: 3 clusters Score -74997.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1140807.000000 Penalty: 434.513031
	Iteration 0F: 2 clusters Score -1140807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1131412.500000 Penalty: 869.026062
	Iteration 0F: 3 clusters Score -1131412 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1135276.500000 Penalty: 869.026062
	Iteration 1F: 3 clusters Score -1135276 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1135635.625000 Penalty: 869.026062
	Iteration 2F: 3 clusters Score -1135636 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1136150.375000 Penalty: 869.026062
	Iteration 3F: 3 clusters Score -1136150 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1136835.250000 Penalty: 869.026062
	Iteration 4F: 3 clusters Score -1136835 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1137526.375000 Penalty: 869.026062
	Iteration 5F: 3 clusters Score -1137526 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1137973.500000 Penalty: 869.026062
	Iteration 6F: 3 clusters Score -1137974 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1138167.625000 Penalty: 869.026062
	Iteration 7Q: 3 clusters Score -1138168 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1138256.250000 Penalty: 869.026062
	Iteration 8Q: 3 clusters Score -1138256 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1138337.250000 Penalty: 869.026062
	Iteration 9Q: 3 clusters Score -1138337 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1138419.875000 Penalty: 869.026062
	Iteration 10Q: 3 clusters Score -1138420 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1138517.875000 Penalty: 869.026062
	Iteration 11Q: 3 clusters Score -1138518 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1138628.375000 Penalty: 869.026062
	Iteration 12Q: 3 clusters Score -1138628 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1138759.625000 Penalty: 869.026062
	Iteration 13Q: 3 clusters Score -1138760 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1138883.625000 Penalty: 869.026062
	Iteration 14Q: 3 clusters Score -1138884 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1138997.375000 Penalty: 869.026062
	Iteration 15Q: 3 clusters Score -1138997 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1139116.875000 Penalty: 869.026062
	Iteration 16Q: 3 clusters Score -1139117 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1139231.375000 Penalty: 869.026062
	Iteration 17Q: 3 clusters Score -1139231 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1139359.000000 Penalty: 869.026062
	Iteration 18Q: 3 clusters Score -1139359 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1139490.000000 Penalty: 869.026062
	Iteration 19Q: 3 clusters Score -1139490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1139636.375000 Penalty: 869.026062
	Iteration 20F: 3 clusters Score -1139636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1139781.500000 Penalty: 869.026062
	Iteration 21Q: 3 clusters Score -1139782 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1139925.250000 Penalty: 869.026062
	Iteration 22Q: 3 clusters Score -1139925 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1140058.125000 Penalty: 869.026062
	Iteration 23Q: 3 clusters Score -1140058 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1140160.375000 Penalty: 869.026062
	Iteration 24Q: 3 clusters Score -1140160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1140240.125000 Penalty: 869.026062
	Iteration 25Q: 3 clusters Score -1140240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1140302.875000 Penalty: 869.026062
	Iteration 26Q: 3 clusters Score -1140303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -1140340.125000 Penalty: 869.026062
	Iteration 27Q: 3 clusters Score -1140340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1140363.625000 Penalty: 869.026062
	Iteration 28Q: 3 clusters Score -1140364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1140376.000000 Penalty: 869.026062
	Iteration 29Q: 3 clusters Score -1140376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1140381.625000 Penalty: 869.026062
	Iteration 30Q: 3 clusters Score -1140382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1140391.500000 Penalty: 869.026062
	Iteration 31Q: 3 clusters Score -1140392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1140399.750000 Penalty: 869.026062
	Iteration 32Q: 3 clusters Score -1140400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1140408.750000 Penalty: 869.026062
	Iteration 33Q: 3 clusters Score -1140409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1140413.000000 Penalty: 869.026062
	Iteration 34Q: 3 clusters Score -1140413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1140417.375000 Penalty: 869.026062
	Iteration 35Q: 3 clusters Score -1140417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1140417.375000 Penalty: 869.026062
	Iteration 36F: 3 clusters Score -1140417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -299160.781250 Penalty: 376.460022
	Iteration 0F: 2 clusters Score -299160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -296455.187500 Penalty: 752.920044
	Iteration 0F: 3 clusters Score -296455.2 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -297536.625000 Penalty: 752.920044
	Iteration 1F: 3 clusters Score -297536.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -297746.468750 Penalty: 752.920044
	Iteration 2F: 3 clusters Score -297746.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -297928.937500 Penalty: 752.920044
	Iteration 3F: 3 clusters Score -297928.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -298130.093750 Penalty: 752.920044
	Iteration 4F: 3 clusters Score -298130.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -298359.531250 Penalty: 752.920044
	Iteration 5F: 3 clusters Score -298359.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -298508.187500 Penalty: 752.920044
	Iteration 6F: 3 clusters Score -298508.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -298607.343750 Penalty: 752.920044
	Iteration 7Q: 3 clusters Score -298607.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -298681.906250 Penalty: 752.920044
	Iteration 8Q: 3 clusters Score -298681.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -298739.031250 Penalty: 752.920044
	Iteration 9Q: 3 clusters Score -298739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -298799.968750 Penalty: 752.920044
	Iteration 10Q: 3 clusters Score -298800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -298850.125000 Penalty: 752.920044
	Iteration 11Q: 3 clusters Score -298850.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -298881.875000 Penalty: 752.920044
	Iteration 12Q: 3 clusters Score -298881.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -298896.312500 Penalty: 752.920044
	Iteration 13Q: 3 clusters Score -298896.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -298902.750000 Penalty: 752.920044
	Iteration 14Q: 3 clusters Score -298902.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -298908.125000 Penalty: 752.920044
	Iteration 15Q: 3 clusters Score -298908.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -298909.968750 Penalty: 752.920044
	Iteration 16Q: 3 clusters Score -298910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -298910.437500 Penalty: 752.920044
	Iteration 17Q: 3 clusters Score -298910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -298910.031250 Penalty: 752.920044
	Iteration 18Q: 3 clusters Score -298910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -298910.500000 Penalty: 752.920044
	Iteration 19Q: 3 clusters Score -298910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -298911.093750 Penalty: 752.920044
	Iteration 20F: 3 clusters Score -298911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -298910.718750 Penalty: 752.920044
	Iteration 21Q: 3 clusters Score -298910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -298910.687500 Penalty: 752.920044
	Iteration 22Q: 3 clusters Score -298910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -298910.687500 Penalty: 752.920044
	Iteration 23F: 3 clusters Score -298910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18741.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18741.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18332.128906 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18332.13 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18490.306641 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18490.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18574.355469 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18574.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -18610.529297 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -18610.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -18628.248047 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18628.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18638.365234 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18638.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -18641.835938 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18641.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18642.970703 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18642.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -18647.574219 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -18647.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18648.957031 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -18648.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -18648.957031 Penalty: 544.538208
	Iteration 10F: 3 clusters Score -18648.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3659.935303 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3659.935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3449.518555 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3449.519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3501.721436 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3501.721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3511.002930 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3511.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -3520.725830 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -3520.726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3523.154785 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3523.155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3523.154785 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3523.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (20263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Entering Unmasked Estep 
Score: -1650415.875000 Penalty: 451.203094
	Iteration 0F: 2 clusters Score -1650416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1637024.625000 Penalty: 902.406189
	Iteration 0F: 3 clusters Score -1637025 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1642830.500000 Penalty: 902.406189
	Iteration 1F: 3 clusters Score -1642830 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1643468.375000 Penalty: 902.406189
	Iteration 2F: 3 clusters Score -1643468 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1644439.125000 Penalty: 902.406189
	Iteration 3F: 3 clusters Score -1644439 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1645786.625000 Penalty: 902.406189
	Iteration 4F: 3 clusters Score -1645787 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1647147.500000 Penalty: 902.406189
	Iteration 5F: 3 clusters Score -1647148 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1648131.000000 Penalty: 902.406189
	Iteration 6Q: 3 clusters Score -1648131 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1648670.000000 Penalty: 902.406189
	Iteration 7Q: 3 clusters Score -1648670 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1648972.125000 Penalty: 902.406189
	Iteration 8Q: 3 clusters Score -1648972 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1649163.875000 Penalty: 902.406189
	Iteration 9Q: 3 clusters Score -1649164 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1649308.250000 Penalty: 902.406189
	Iteration 10Q: 3 clusters Score -1649308 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -1649437.875000 Penalty: 902.406189
	Iteration 11Q: 3 clusters Score -1649438 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1649556.500000 Penalty: 902.406189
	Iteration 12Q: 3 clusters Score -1649556 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1649638.750000 Penalty: 902.406189
	Iteration 13Q: 3 clusters Score -1649639 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1649705.250000 Penalty: 902.406189
	Iteration 14Q: 3 clusters Score -1649705 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1649770.500000 Penalty: 902.406189
	Iteration 15Q: 3 clusters Score -1649770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -1649811.000000 Penalty: 902.406189
	Iteration 16Q: 3 clusters Score -1649811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1649836.000000 Penalty: 902.406189
	Iteration 17Q: 3 clusters Score -1649836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1649852.375000 Penalty: 902.406189
	Iteration 18Q: 3 clusters Score -1649852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1649880.500000 Penalty: 902.406189
	Iteration 19Q: 3 clusters Score -1649880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1649906.125000 Penalty: 902.406189
	Iteration 20F: 3 clusters Score -1649906 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -1649925.875000 Penalty: 902.406189
	Iteration 21Q: 3 clusters Score -1649926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1649941.500000 Penalty: 902.406189
	Iteration 22Q: 3 clusters Score -1649942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1649952.250000 Penalty: 902.406189
	Iteration 23Q: 3 clusters Score -1649952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1649965.125000 Penalty: 902.406189
	Iteration 24Q: 3 clusters Score -1649965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1649970.625000 Penalty: 902.406189
	Iteration 25Q: 3 clusters Score -1649971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1649977.000000 Penalty: 902.406189
	Iteration 26Q: 3 clusters Score -1649977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1649981.625000 Penalty: 902.406189
	Iteration 27Q: 3 clusters Score -1649982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1649982.250000 Penalty: 902.406189
	Iteration 28Q: 3 clusters Score -1649982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1649988.375000 Penalty: 902.406189
	Iteration 29Q: 3 clusters Score -1649988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -1649999.750000 Penalty: 902.406189
	Iteration 30Q: 3 clusters Score -1650000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1650005.375000 Penalty: 902.406189
	Iteration 31Q: 3 clusters Score -1650005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1650005.875000 Penalty: 902.406189
	Iteration 32Q: 3 clusters Score -1650006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -1650013.625000 Penalty: 902.406189
	Iteration 33Q: 3 clusters Score -1650014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -1650019.375000 Penalty: 902.406189
	Iteration 34Q: 3 clusters Score -1650019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1650019.500000 Penalty: 902.406189
	Iteration 35Q: 3 clusters Score -1650020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -1650023.750000 Penalty: 902.406189
	Iteration 36Q: 3 clusters Score -1650024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -1650027.000000 Penalty: 902.406189
	Iteration 37Q: 3 clusters Score -1650027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -1650028.250000 Penalty: 902.406189
	Iteration 38Q: 3 clusters Score -1650028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1650035.125000 Penalty: 902.406189
	Iteration 39Q: 3 clusters Score -1650035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1650033.375000 Penalty: 902.406189
	Iteration 40F: 3 clusters Score -1650033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1650043.500000 Penalty: 902.406189
	Iteration 41Q: 3 clusters Score -1650044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1650049.875000 Penalty: 902.406189
	Iteration 42Q: 3 clusters Score -1650050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1650049.000000 Penalty: 902.406189
	Iteration 43Q: 3 clusters Score -1650049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1650054.875000 Penalty: 902.406189
	Iteration 44Q: 3 clusters Score -1650055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1650057.750000 Penalty: 902.406189
	Iteration 45Q: 3 clusters Score -1650058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -1650056.125000 Penalty: 902.406189
	Iteration 46Q: 3 clusters Score -1650056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -1650055.875000 Penalty: 902.406189
	Iteration 47Q: 3 clusters Score -1650056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1650057.000000 Penalty: 902.406189
	Iteration 48Q: 3 clusters Score -1650057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1650057.500000 Penalty: 902.406189
	Iteration 49Q: 3 clusters Score -1650058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1650058.000000 Penalty: 902.406189
	Iteration 50Q: 3 clusters Score -1650058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1650063.500000 Penalty: 902.406189
	Iteration 51Q: 3 clusters Score -1650064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1650066.250000 Penalty: 902.406189
	Iteration 52Q: 3 clusters Score -1650066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1650065.500000 Penalty: 902.406189
	Iteration 53Q: 3 clusters Score -1650066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1650066.375000 Penalty: 902.406189
	Iteration 54Q: 3 clusters Score -1650066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -1650069.625000 Penalty: 902.406189
	Iteration 55Q: 3 clusters Score -1650070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -1650069.750000 Penalty: 902.406189
	Iteration 56Q: 3 clusters Score -1650070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -1650069.625000 Penalty: 902.406189
	Iteration 57Q: 3 clusters Score -1650070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1650068.750000 Penalty: 902.406189
	Iteration 58Q: 3 clusters Score -1650069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1650069.375000 Penalty: 902.406189
	Iteration 59Q: 3 clusters Score -1650069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1650069.375000 Penalty: 902.406189
	Iteration 60F: 3 clusters Score -1650069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8711.106445 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8711.106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8501.110352 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8501.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8551.005859 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8551.006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8559.208008 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -8559.208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8560.704102 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8560.704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8562.627930 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -8562.628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8563.235352 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8563.235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8563.235352 Penalty: 442.242920
	Iteration 6F: 3 clusters Score -8563.235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (23995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Entering Unmasked Estep 
Score: -1921852.875000 Penalty: 458.894836
	Iteration 0F: 2 clusters Score -1921853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1906612.875000 Penalty: 917.789673
	Iteration 0F: 3 clusters Score -1906613 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1913419.375000 Penalty: 917.789673
	Iteration 1F: 3 clusters Score -1913419 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1914316.625000 Penalty: 917.789673
	Iteration 2F: 3 clusters Score -1914317 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1915837.375000 Penalty: 917.789673
	Iteration 3F: 3 clusters Score -1915837 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1917983.500000 Penalty: 917.789673
	Iteration 4F: 3 clusters Score -1917984 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -1919944.125000 Penalty: 917.789673
	Iteration 5F: 3 clusters Score -1919944 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1920940.000000 Penalty: 917.789673
	Iteration 6F: 3 clusters Score -1920940 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -1921284.875000 Penalty: 917.789673
	Iteration 7Q: 3 clusters Score -1921285 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -1921400.875000 Penalty: 917.789673
	Iteration 8Q: 3 clusters Score -1921401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -1921465.500000 Penalty: 917.789673
	Iteration 9Q: 3 clusters Score -1921466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -1921497.125000 Penalty: 917.789673
	Iteration 10Q: 3 clusters Score -1921497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -1921518.625000 Penalty: 917.789673
	Iteration 11Q: 3 clusters Score -1921519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -1921529.250000 Penalty: 917.789673
	Iteration 12Q: 3 clusters Score -1921529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1921530.750000 Penalty: 917.789673
	Iteration 13Q: 3 clusters Score -1921531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -1921533.875000 Penalty: 917.789673
	Iteration 14Q: 3 clusters Score -1921534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -1921538.000000 Penalty: 917.789673
	Iteration 15Q: 3 clusters Score -1921538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1921539.500000 Penalty: 917.789673
	Iteration 16Q: 3 clusters Score -1921540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1921540.125000 Penalty: 917.789673
	Iteration 17Q: 3 clusters Score -1921540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -1921540.125000 Penalty: 917.789673
	Iteration 18F: 3 clusters Score -1921540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 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 90 members 
Entering Unmasked Estep 
Score: -13917.621094 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13917.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13977.845703 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13977.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13993.475586 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -13993.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14004.241211 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14004.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14011.809570 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14011.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14015.065430 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14015.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14016.022461 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14016.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14016.022461 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -14016.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -472026.062500 Penalty: 393.891449
	Iteration 0F: 2 clusters Score -472026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -468177.156250 Penalty: 787.782898
	Iteration 0F: 3 clusters Score -468177.2 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -469596.031250 Penalty: 787.782898
	Iteration 1F: 3 clusters Score -469596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -469714.281250 Penalty: 787.782898
	Iteration 2F: 3 clusters Score -469714.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -469844.843750 Penalty: 787.782898
	Iteration 3Q: 3 clusters Score -469844.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -470015.875000 Penalty: 787.782898
	Iteration 4F: 3 clusters Score -470015.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -470217.343750 Penalty: 787.782898
	Iteration 5F: 3 clusters Score -470217.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -470427.468750 Penalty: 787.782898
	Iteration 6F: 3 clusters Score -470427.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -470592.562500 Penalty: 787.782898
	Iteration 7Q: 3 clusters Score -470592.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470698.968750 Penalty: 787.782898
	Iteration 8Q: 3 clusters Score -470699 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -470791.718750 Penalty: 787.782898
	Iteration 9Q: 3 clusters Score -470791.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -470855.906250 Penalty: 787.782898
	Iteration 10Q: 3 clusters Score -470855.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -470917.000000 Penalty: 787.782898
	Iteration 11Q: 3 clusters Score -470917 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -470978.750000 Penalty: 787.782898
	Iteration 12Q: 3 clusters Score -470978.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -471058.562500 Penalty: 787.782898
	Iteration 13Q: 3 clusters Score -471058.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -471161.468750 Penalty: 787.782898
	Iteration 14Q: 3 clusters Score -471161.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -471256.843750 Penalty: 787.782898
	Iteration 15Q: 3 clusters Score -471256.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -471345.093750 Penalty: 787.782898
	Iteration 16Q: 3 clusters Score -471345.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -471426.406250 Penalty: 787.782898
	Iteration 17Q: 3 clusters Score -471426.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471492.156250 Penalty: 787.782898
	Iteration 18Q: 3 clusters Score -471492.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -471536.593750 Penalty: 787.782898
	Iteration 19Q: 3 clusters Score -471536.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -471572.625000 Penalty: 787.782898
	Iteration 20F: 3 clusters Score -471572.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -471586.812500 Penalty: 787.782898
	Iteration 21Q: 3 clusters Score -471586.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -471600.406250 Penalty: 787.782898
	Iteration 22Q: 3 clusters Score -471600.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -471612.625000 Penalty: 787.782898
	Iteration 23Q: 3 clusters Score -471612.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -471620.093750 Penalty: 787.782898
	Iteration 24Q: 3 clusters Score -471620.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -471619.468750 Penalty: 787.782898
	Iteration 25Q: 3 clusters Score -471619.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -471624.156250 Penalty: 787.782898
	Iteration 26Q: 3 clusters Score -471624.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -471625.593750 Penalty: 787.782898
	Iteration 27Q: 3 clusters Score -471625.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -471623.781250 Penalty: 787.782898
	Iteration 28Q: 3 clusters Score -471623.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -471622.031250 Penalty: 787.782898
	Iteration 29Q: 3 clusters Score -471622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -471626.156250 Penalty: 787.782898
	Iteration 30Q: 3 clusters Score -471626.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -471624.875000 Penalty: 787.782898
	Iteration 31Q: 3 clusters Score -471624.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -471625.406250 Penalty: 787.782898
	Iteration 32Q: 3 clusters Score -471625.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -471624.750000 Penalty: 787.782898
	Iteration 33Q: 3 clusters Score -471624.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -471621.625000 Penalty: 787.782898
	Iteration 34Q: 3 clusters Score -471621.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -471616.812500 Penalty: 787.782898
	Iteration 35Q: 3 clusters Score -471616.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -471617.187500 Penalty: 787.782898
	Iteration 36Q: 3 clusters Score -471617.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -471618.343750 Penalty: 787.782898
	Iteration 37Q: 3 clusters Score -471618.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -471618.937500 Penalty: 787.782898
	Iteration 38Q: 3 clusters Score -471618.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -471619.562500 Penalty: 787.782898
	Iteration 39Q: 3 clusters Score -471619.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -471619.593750 Penalty: 787.782898
	Iteration 40F: 3 clusters Score -471619.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -471621.718750 Penalty: 787.782898
	Iteration 41Q: 3 clusters Score -471621.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -471617.937500 Penalty: 787.782898
	Iteration 42Q: 3 clusters Score -471617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -471613.687500 Penalty: 787.782898
	Iteration 43Q: 3 clusters Score -471613.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -471610.437500 Penalty: 787.782898
	Iteration 44Q: 3 clusters Score -471610.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -471609.375000 Penalty: 787.782898
	Iteration 45Q: 3 clusters Score -471609.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -471604.187500 Penalty: 787.782898
	Iteration 46Q: 3 clusters Score -471604.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -471605.500000 Penalty: 787.782898
	Iteration 47Q: 3 clusters Score -471605.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -471605.375000 Penalty: 787.782898
	Iteration 48Q: 3 clusters Score -471605.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -471604.781250 Penalty: 787.782898
	Iteration 49Q: 3 clusters Score -471604.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -471604.281250 Penalty: 787.782898
	Iteration 50Q: 3 clusters Score -471604.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -471603.343750 Penalty: 787.782898
	Iteration 51Q: 3 clusters Score -471603.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -471599.468750 Penalty: 787.782898
	Iteration 52Q: 3 clusters Score -471599.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -471598.968750 Penalty: 787.782898
	Iteration 53Q: 3 clusters Score -471599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -471597.687500 Penalty: 787.782898
	Iteration 54Q: 3 clusters Score -471597.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -471593.437500 Penalty: 787.782898
	Iteration 55Q: 3 clusters Score -471593.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -471591.406250 Penalty: 787.782898
	Iteration 56Q: 3 clusters Score -471591.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -471588.000000 Penalty: 787.782898
	Iteration 57Q: 3 clusters Score -471588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -471583.343750 Penalty: 787.782898
	Iteration 58Q: 3 clusters Score -471583.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -471582.312500 Penalty: 787.782898
	Iteration 59Q: 3 clusters Score -471582.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -471579.250000 Penalty: 787.782898
	Iteration 60F: 3 clusters Score -471579.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -471574.781250 Penalty: 787.782898
	Iteration 61Q: 3 clusters Score -471574.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -471575.437500 Penalty: 787.782898
	Iteration 62Q: 3 clusters Score -471575.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -471572.250000 Penalty: 787.782898
	Iteration 63Q: 3 clusters Score -471572.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -471575.218750 Penalty: 787.782898
	Iteration 64Q: 3 clusters Score -471575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -471573.343750 Penalty: 787.782898
	Iteration 65Q: 3 clusters Score -471573.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -471569.093750 Penalty: 787.782898
	Iteration 66Q: 3 clusters Score -471569.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -471568.656250 Penalty: 787.782898
	Iteration 67Q: 3 clusters Score -471568.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -471564.343750 Penalty: 787.782898
	Iteration 68Q: 3 clusters Score -471564.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -471562.843750 Penalty: 787.782898
	Iteration 69Q: 3 clusters Score -471562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -471559.218750 Penalty: 787.782898
	Iteration 70Q: 3 clusters Score -471559.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -471559.843750 Penalty: 787.782898
	Iteration 71Q: 3 clusters Score -471559.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -471557.250000 Penalty: 787.782898
	Iteration 72Q: 3 clusters Score -471557.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -471556.531250 Penalty: 787.782898
	Iteration 73Q: 3 clusters Score -471556.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -471555.375000 Penalty: 787.782898
	Iteration 74Q: 3 clusters Score -471555.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -471555.593750 Penalty: 787.782898
	Iteration 75Q: 3 clusters Score -471555.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -471554.718750 Penalty: 787.782898
	Iteration 76Q: 3 clusters Score -471554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -471553.968750 Penalty: 787.782898
	Iteration 77Q: 3 clusters Score -471554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -471552.562500 Penalty: 787.782898
	Iteration 78Q: 3 clusters Score -471552.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -471550.218750 Penalty: 787.782898
	Iteration 79Q: 3 clusters Score -471550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -471546.875000 Penalty: 787.782898
	Iteration 80F: 3 clusters Score -471546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -471545.218750 Penalty: 787.782898
	Iteration 81Q: 3 clusters Score -471545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -471544.500000 Penalty: 787.782898
	Iteration 82Q: 3 clusters Score -471544.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -471544.531250 Penalty: 787.782898
	Iteration 83Q: 3 clusters Score -471544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -471542.312500 Penalty: 787.782898
	Iteration 84Q: 3 clusters Score -471542.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -471542.437500 Penalty: 787.782898
	Iteration 85Q: 3 clusters Score -471542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -471543.312500 Penalty: 787.782898
	Iteration 86Q: 3 clusters Score -471543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -471542.718750 Penalty: 787.782898
	Iteration 87Q: 3 clusters Score -471542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -471543.031250 Penalty: 787.782898
	Iteration 88Q: 3 clusters Score -471543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -471540.937500 Penalty: 787.782898
	Iteration 89Q: 3 clusters Score -471540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -471538.750000 Penalty: 787.782898
	Iteration 90Q: 3 clusters Score -471538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -471538.750000 Penalty: 787.782898
	Iteration 91F: 3 clusters Score -471538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (19546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Entering Unmasked Estep 
Score: -1477285.375000 Penalty: 449.563904
	Iteration 0F: 2 clusters Score -1477285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1464257.625000 Penalty: 899.127808
	Iteration 0F: 3 clusters Score -1464258 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1469588.375000 Penalty: 899.127808
	Iteration 1F: 3 clusters Score -1469588 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1469914.375000 Penalty: 899.127808
	Iteration 2Q: 3 clusters Score -1469914 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1470303.750000 Penalty: 899.127808
	Iteration 3Q: 3 clusters Score -1470304 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1470777.000000 Penalty: 899.127808
	Iteration 4F: 3 clusters Score -1470777 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1471304.250000 Penalty: 899.127808
	Iteration 5F: 3 clusters Score -1471304 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1471933.250000 Penalty: 899.127808
	Iteration 6F: 3 clusters Score -1471933 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1472715.250000 Penalty: 899.127808
	Iteration 7F: 3 clusters Score -1472715 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1473455.750000 Penalty: 899.127808
	Iteration 8F: 3 clusters Score -1473456 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1473950.375000 Penalty: 899.127808
	Iteration 9Q: 3 clusters Score -1473950 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1474233.250000 Penalty: 899.127808
	Iteration 10Q: 3 clusters Score -1474233 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1474406.000000 Penalty: 899.127808
	Iteration 11Q: 3 clusters Score -1474406 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1474546.125000 Penalty: 899.127808
	Iteration 12Q: 3 clusters Score -1474546 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1474667.125000 Penalty: 899.127808
	Iteration 13Q: 3 clusters Score -1474667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1474776.375000 Penalty: 899.127808
	Iteration 14Q: 3 clusters Score -1474776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1474855.125000 Penalty: 899.127808
	Iteration 15Q: 3 clusters Score -1474855 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1474912.375000 Penalty: 899.127808
	Iteration 16Q: 3 clusters Score -1474912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1474957.875000 Penalty: 899.127808
	Iteration 17Q: 3 clusters Score -1474958 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1475000.250000 Penalty: 899.127808
	Iteration 18Q: 3 clusters Score -1475000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1475046.125000 Penalty: 899.127808
	Iteration 19Q: 3 clusters Score -1475046 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1475083.625000 Penalty: 899.127808
	Iteration 20F: 3 clusters Score -1475084 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1475129.125000 Penalty: 899.127808
	Iteration 21Q: 3 clusters Score -1475129 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1475169.625000 Penalty: 899.127808
	Iteration 22Q: 3 clusters Score -1475170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1475215.875000 Penalty: 899.127808
	Iteration 23Q: 3 clusters Score -1475216 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1475259.000000 Penalty: 899.127808
	Iteration 24Q: 3 clusters Score -1475259 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1475298.625000 Penalty: 899.127808
	Iteration 25Q: 3 clusters Score -1475299 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1475340.875000 Penalty: 899.127808
	Iteration 26Q: 3 clusters Score -1475341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1475369.250000 Penalty: 899.127808
	Iteration 27Q: 3 clusters Score -1475369 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1475383.625000 Penalty: 899.127808
	Iteration 28Q: 3 clusters Score -1475384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1475404.125000 Penalty: 899.127808
	Iteration 29Q: 3 clusters Score -1475404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1475415.625000 Penalty: 899.127808
	Iteration 30Q: 3 clusters Score -1475416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1475430.625000 Penalty: 899.127808
	Iteration 31Q: 3 clusters Score -1475431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1475439.625000 Penalty: 899.127808
	Iteration 32Q: 3 clusters Score -1475440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1475458.500000 Penalty: 899.127808
	Iteration 33Q: 3 clusters Score -1475458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1475468.750000 Penalty: 899.127808
	Iteration 34Q: 3 clusters Score -1475469 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1475480.625000 Penalty: 899.127808
	Iteration 35Q: 3 clusters Score -1475481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1475493.125000 Penalty: 899.127808
	Iteration 36Q: 3 clusters Score -1475493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1475504.875000 Penalty: 899.127808
	Iteration 37Q: 3 clusters Score -1475505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1475512.500000 Penalty: 899.127808
	Iteration 38Q: 3 clusters Score -1475512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1475522.625000 Penalty: 899.127808
	Iteration 39Q: 3 clusters Score -1475523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1475530.625000 Penalty: 899.127808
	Iteration 40F: 3 clusters Score -1475531 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1475528.250000 Penalty: 899.127808
	Iteration 41Q: 3 clusters Score -1475528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1475538.875000 Penalty: 899.127808
	Iteration 42Q: 3 clusters Score -1475539 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1475544.750000 Penalty: 899.127808
	Iteration 43Q: 3 clusters Score -1475545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1475545.625000 Penalty: 899.127808
	Iteration 44Q: 3 clusters Score -1475546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1475546.625000 Penalty: 899.127808
	Iteration 45Q: 3 clusters Score -1475547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1475546.625000 Penalty: 899.127808
	Iteration 46Q: 3 clusters Score -1475547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1475548.375000 Penalty: 899.127808
	Iteration 47Q: 3 clusters Score -1475548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1475552.125000 Penalty: 899.127808
	Iteration 48Q: 3 clusters Score -1475552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1475553.500000 Penalty: 899.127808
	Iteration 49Q: 3 clusters Score -1475554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1475554.750000 Penalty: 899.127808
	Iteration 50Q: 3 clusters Score -1475555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1475554.375000 Penalty: 899.127808
	Iteration 51Q: 3 clusters Score -1475554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1475554.500000 Penalty: 899.127808
	Iteration 52Q: 3 clusters Score -1475554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1475555.625000 Penalty: 899.127808
	Iteration 53Q: 3 clusters Score -1475556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1475553.500000 Penalty: 899.127808
	Iteration 54Q: 3 clusters Score -1475554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1475555.625000 Penalty: 899.127808
	Iteration 55Q: 3 clusters Score -1475556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1475557.875000 Penalty: 899.127808
	Iteration 56Q: 3 clusters Score -1475558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1475555.250000 Penalty: 899.127808
	Iteration 57Q: 3 clusters Score -1475555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1475554.375000 Penalty: 899.127808
	Iteration 58Q: 3 clusters Score -1475554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1475555.625000 Penalty: 899.127808
	Iteration 59Q: 3 clusters Score -1475556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1475559.625000 Penalty: 899.127808
	Iteration 60F: 3 clusters Score -1475560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1475560.375000 Penalty: 899.127808
	Iteration 61Q: 3 clusters Score -1475560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1475559.250000 Penalty: 899.127808
	Iteration 62Q: 3 clusters Score -1475559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1475561.000000 Penalty: 899.127808
	Iteration 63Q: 3 clusters Score -1475561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1475559.875000 Penalty: 899.127808
	Iteration 64Q: 3 clusters Score -1475560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1475558.625000 Penalty: 899.127808
	Iteration 65Q: 3 clusters Score -1475559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1475559.500000 Penalty: 899.127808
	Iteration 66Q: 3 clusters Score -1475560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1475561.625000 Penalty: 899.127808
	Iteration 67Q: 3 clusters Score -1475562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1475562.500000 Penalty: 899.127808
	Iteration 68Q: 3 clusters Score -1475562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1475560.375000 Penalty: 899.127808
	Iteration 69Q: 3 clusters Score -1475560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1475561.125000 Penalty: 899.127808
	Iteration 70Q: 3 clusters Score -1475561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1475562.250000 Penalty: 899.127808
	Iteration 71Q: 3 clusters Score -1475562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1475561.625000 Penalty: 899.127808
	Iteration 72Q: 3 clusters Score -1475562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1475562.625000 Penalty: 899.127808
	Iteration 73Q: 3 clusters Score -1475563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1475563.000000 Penalty: 899.127808
	Iteration 74Q: 3 clusters Score -1475563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1475561.125000 Penalty: 899.127808
	Iteration 75Q: 3 clusters Score -1475561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1475561.125000 Penalty: 899.127808
	Iteration 76F: 3 clusters Score -1475561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11786.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11786.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11504.600586 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11504.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11612.585938 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11612.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11661.637695 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11661.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11680.193359 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11680.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11687.133789 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11687.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11703.557617 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11703.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11710.453125 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11710.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11711.176758 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -11711.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -11712.335938 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -11712.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11713.387695 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -11713.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11713.387695 Penalty: 487.449371
	Iteration 10F: 3 clusters Score -11713.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -109336.203125 Penalty: 328.058624
	Iteration 0F: 2 clusters Score -109336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108290.812500 Penalty: 656.117249
	Iteration 0F: 3 clusters Score -108290.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -108635.531250 Penalty: 656.117249
	Iteration 1F: 3 clusters Score -108635.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108739.093750 Penalty: 656.117249
	Iteration 2F: 3 clusters Score -108739.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108822.570312 Penalty: 656.117249
	Iteration 3F: 3 clusters Score -108822.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108929.585938 Penalty: 656.117249
	Iteration 4F: 3 clusters Score -108929.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -109013.664062 Penalty: 656.117249
	Iteration 5F: 3 clusters Score -109013.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109081.546875 Penalty: 656.117249
	Iteration 6Q: 3 clusters Score -109081.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109107.632812 Penalty: 656.117249
	Iteration 7Q: 3 clusters Score -109107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109115.015625 Penalty: 656.117249
	Iteration 8Q: 3 clusters Score -109115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -109124.625000 Penalty: 656.117249
	Iteration 9Q: 3 clusters Score -109124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109128.953125 Penalty: 656.117249
	Iteration 10Q: 3 clusters Score -109129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109132.859375 Penalty: 656.117249
	Iteration 11Q: 3 clusters Score -109132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -109135.757812 Penalty: 656.117249
	Iteration 12Q: 3 clusters Score -109135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109138.601562 Penalty: 656.117249
	Iteration 13Q: 3 clusters Score -109138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -109140.187500 Penalty: 656.117249
	Iteration 14Q: 3 clusters Score -109140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109141.851562 Penalty: 656.117249
	Iteration 15Q: 3 clusters Score -109141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -109142.617188 Penalty: 656.117249
	Iteration 16Q: 3 clusters Score -109142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -109143.421875 Penalty: 656.117249
	Iteration 17Q: 3 clusters Score -109143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -109143.945312 Penalty: 656.117249
	Iteration 18Q: 3 clusters Score -109143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -109144.367188 Penalty: 656.117249
	Iteration 19Q: 3 clusters Score -109144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -109144.367188 Penalty: 656.117249
	Iteration 20F: 3 clusters Score -109144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (36021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Entering Unmasked Estep 
Score: -2887179.750000 Penalty: 477.379517
	Iteration 0F: 2 clusters Score -2887180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2864911.500000 Penalty: 954.759033
	Iteration 0F: 3 clusters Score -2864912 nChanged 17254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2875246.000000 Penalty: 954.759033
	Iteration 1F: 3 clusters Score -2875246 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2875784.750000 Penalty: 954.759033
	Iteration 2Q: 3 clusters Score -2875785 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2876565.000000 Penalty: 954.759033
	Iteration 3F: 3 clusters Score -2876565 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2877736.500000 Penalty: 954.759033
	Iteration 4F: 3 clusters Score -2877736 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2879261.000000 Penalty: 954.759033
	Iteration 5F: 3 clusters Score -2879261 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2881112.750000 Penalty: 954.759033
	Iteration 6F: 3 clusters Score -2881113 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2883140.000000 Penalty: 954.759033
	Iteration 7F: 3 clusters Score -2883140 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2884818.500000 Penalty: 954.759033
	Iteration 8F: 3 clusters Score -2884818 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2885953.500000 Penalty: 954.759033
	Iteration 9Q: 3 clusters Score -2885954 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2886413.500000 Penalty: 954.759033
	Iteration 10Q: 3 clusters Score -2886414 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2886588.250000 Penalty: 954.759033
	Iteration 11Q: 3 clusters Score -2886588 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2886686.000000 Penalty: 954.759033
	Iteration 12Q: 3 clusters Score -2886686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2886733.750000 Penalty: 954.759033
	Iteration 13Q: 3 clusters Score -2886734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2886756.000000 Penalty: 954.759033
	Iteration 14Q: 3 clusters Score -2886756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2886779.250000 Penalty: 954.759033
	Iteration 15Q: 3 clusters Score -2886779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2886787.750000 Penalty: 954.759033
	Iteration 16Q: 3 clusters Score -2886788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2886797.250000 Penalty: 954.759033
	Iteration 17Q: 3 clusters Score -2886797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2886798.250000 Penalty: 954.759033
	Iteration 18Q: 3 clusters Score -2886798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -2886798.250000 Penalty: 954.759033
	Iteration 19F: 3 clusters Score -2886798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (10278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Entering Unmasked Estep 
Score: -843591.500000 Penalty: 420.318115
	Iteration 0F: 2 clusters Score -843591.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -836800.312500 Penalty: 840.636230
	Iteration 0F: 3 clusters Score -836800.3 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -839496.625000 Penalty: 840.636230
	Iteration 1F: 3 clusters Score -839496.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -839670.750000 Penalty: 840.636230
	Iteration 2Q: 3 clusters Score -839670.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -839900.062500 Penalty: 840.636230
	Iteration 3Q: 3 clusters Score -839900.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -840173.687500 Penalty: 840.636230
	Iteration 4F: 3 clusters Score -840173.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -840524.875000 Penalty: 840.636230
	Iteration 5F: 3 clusters Score -840524.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -841009.500000 Penalty: 840.636230
	Iteration 6F: 3 clusters Score -841009.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -841472.250000 Penalty: 840.636230
	Iteration 7F: 3 clusters Score -841472.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -841798.500000 Penalty: 840.636230
	Iteration 8Q: 3 clusters Score -841798.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -842026.437500 Penalty: 840.636230
	Iteration 9Q: 3 clusters Score -842026.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -842211.250000 Penalty: 840.636230
	Iteration 10Q: 3 clusters Score -842211.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -842403.375000 Penalty: 840.636230
	Iteration 11Q: 3 clusters Score -842403.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -842580.687500 Penalty: 840.636230
	Iteration 12Q: 3 clusters Score -842580.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -842758.375000 Penalty: 840.636230
	Iteration 13Q: 3 clusters Score -842758.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -842881.562500 Penalty: 840.636230
	Iteration 14Q: 3 clusters Score -842881.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -842972.187500 Penalty: 840.636230
	Iteration 15Q: 3 clusters Score -842972.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -843059.812500 Penalty: 840.636230
	Iteration 16Q: 3 clusters Score -843059.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -843113.062500 Penalty: 840.636230
	Iteration 17Q: 3 clusters Score -843113.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -843147.625000 Penalty: 840.636230
	Iteration 18Q: 3 clusters Score -843147.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -843165.062500 Penalty: 840.636230
	Iteration 19Q: 3 clusters Score -843165.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -843177.187500 Penalty: 840.636230
	Iteration 20F: 3 clusters Score -843177.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -843184.062500 Penalty: 840.636230
	Iteration 21Q: 3 clusters Score -843184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -843206.937500 Penalty: 840.636230
	Iteration 22Q: 3 clusters Score -843206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -843206.125000 Penalty: 840.636230
	Iteration 23Q: 3 clusters Score -843206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -843212.312500 Penalty: 840.636230
	Iteration 24Q: 3 clusters Score -843212.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -843220.625000 Penalty: 840.636230
	Iteration 25Q: 3 clusters Score -843220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -843215.687500 Penalty: 840.636230
	Iteration 26Q: 3 clusters Score -843215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -843220.687500 Penalty: 840.636230
	Iteration 27Q: 3 clusters Score -843220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -843226.937500 Penalty: 840.636230
	Iteration 28Q: 3 clusters Score -843226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -843237.062500 Penalty: 840.636230
	Iteration 29Q: 3 clusters Score -843237.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -843245.000000 Penalty: 840.636230
	Iteration 30Q: 3 clusters Score -843245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -843247.562500 Penalty: 840.636230
	Iteration 31Q: 3 clusters Score -843247.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -843251.625000 Penalty: 840.636230
	Iteration 32Q: 3 clusters Score -843251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -843256.687500 Penalty: 840.636230
	Iteration 33Q: 3 clusters Score -843256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -843253.187500 Penalty: 840.636230
	Iteration 34Q: 3 clusters Score -843253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -843255.437500 Penalty: 840.636230
	Iteration 35Q: 3 clusters Score -843255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -843251.312500 Penalty: 840.636230
	Iteration 36Q: 3 clusters Score -843251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -843251.312500 Penalty: 840.636230
	Iteration 37F: 3 clusters Score -843251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -57646.109375 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -57646.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57005.769531 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -57005.77 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57166.781250 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -57166.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57200.792969 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -57200.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57217.660156 Penalty: 601.573303
	Iteration 3Q: 3 clusters Score -57217.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57232.910156 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -57232.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57242.113281 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -57242.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57250.031250 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -57250.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -57257.625000 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -57257.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57260.058594 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -57260.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57265.949219 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -57265.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57274.167969 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -57274.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57286.277344 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -57286.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57297.589844 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -57297.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57304.785156 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -57304.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57321.085938 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -57321.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57336.410156 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -57336.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57350.265625 Penalty: 601.573303
	Iteration 16Q: 3 clusters Score -57350.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57361.363281 Penalty: 601.573303
	Iteration 17Q: 3 clusters Score -57361.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57365.496094 Penalty: 601.573303
	Iteration 18Q: 3 clusters Score -57365.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57367.878906 Penalty: 601.573303
	Iteration 19Q: 3 clusters Score -57367.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57369.425781 Penalty: 601.573303
	Iteration 20F: 3 clusters Score -57369.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57370.691406 Penalty: 601.573303
	Iteration 21Q: 3 clusters Score -57370.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57372.167969 Penalty: 601.573303
	Iteration 22Q: 3 clusters Score -57372.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57374.210938 Penalty: 601.573303
	Iteration 23Q: 3 clusters Score -57374.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57376.054688 Penalty: 601.573303
	Iteration 24Q: 3 clusters Score -57376.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57376.871094 Penalty: 601.573303
	Iteration 25Q: 3 clusters Score -57376.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57376.871094 Penalty: 601.573303
	Iteration 26F: 3 clusters Score -57376.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -124044.867188 Penalty: 334.360718
	Iteration 0F: 2 clusters Score -124044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -122864.906250 Penalty: 668.721436
	Iteration 0F: 3 clusters Score -122864.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -123198.382812 Penalty: 668.721436
	Iteration 1F: 3 clusters Score -123198.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123243.195312 Penalty: 668.721436
	Iteration 2F: 3 clusters Score -123243.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -123285.140625 Penalty: 668.721436
	Iteration 3F: 3 clusters Score -123285.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123327.367188 Penalty: 668.721436
	Iteration 4F: 3 clusters Score -123327.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -123361.695312 Penalty: 668.721436
	Iteration 5Q: 3 clusters Score -123361.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123399.320312 Penalty: 668.721436
	Iteration 6Q: 3 clusters Score -123399.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -123446.531250 Penalty: 668.721436
	Iteration 7Q: 3 clusters Score -123446.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -123497.718750 Penalty: 668.721436
	Iteration 8Q: 3 clusters Score -123497.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -123552.625000 Penalty: 668.721436
	Iteration 9Q: 3 clusters Score -123552.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -123602.156250 Penalty: 668.721436
	Iteration 10Q: 3 clusters Score -123602.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -123638.765625 Penalty: 668.721436
	Iteration 11Q: 3 clusters Score -123638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -123671.757812 Penalty: 668.721436
	Iteration 12Q: 3 clusters Score -123671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -123696.859375 Penalty: 668.721436
	Iteration 13Q: 3 clusters Score -123696.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -123708.062500 Penalty: 668.721436
	Iteration 14Q: 3 clusters Score -123708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -123720.195312 Penalty: 668.721436
	Iteration 15Q: 3 clusters Score -123720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -123723.804688 Penalty: 668.721436
	Iteration 16Q: 3 clusters Score -123723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -123727.554688 Penalty: 668.721436
	Iteration 17Q: 3 clusters Score -123727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -123731.648438 Penalty: 668.721436
	Iteration 18Q: 3 clusters Score -123731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -123733.000000 Penalty: 668.721436
	Iteration 19Q: 3 clusters Score -123733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -123736.335938 Penalty: 668.721436
	Iteration 20F: 3 clusters Score -123736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -123744.679688 Penalty: 668.721436
	Iteration 21Q: 3 clusters Score -123744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -123748.257812 Penalty: 668.721436
	Iteration 22Q: 3 clusters Score -123748.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -123752.031250 Penalty: 668.721436
	Iteration 23Q: 3 clusters Score -123752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -123752.507812 Penalty: 668.721436
	Iteration 24Q: 3 clusters Score -123752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -123754.375000 Penalty: 668.721436
	Iteration 25Q: 3 clusters Score -123754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -123754.960938 Penalty: 668.721436
	Iteration 26Q: 3 clusters Score -123755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -123754.960938 Penalty: 668.721436
	Iteration 27F: 3 clusters Score -123755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -110016.585938 Penalty: 330.257751
	Iteration 0F: 2 clusters Score -110016.6 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 737 members 
Entering Unmasked Estep 
Score: -108944.632812 Penalty: 660.515503
	Iteration 0F: 3 clusters Score -108944.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109264.320312 Penalty: 660.515503
	Iteration 1F: 3 clusters Score -109264.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -109326.132812 Penalty: 660.515503
	Iteration 2F: 3 clusters Score -109326.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109378.539062 Penalty: 660.515503
	Iteration 3F: 3 clusters Score -109378.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109415.015625 Penalty: 660.515503
	Iteration 4Q: 3 clusters Score -109415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109462.984375 Penalty: 660.515503
	Iteration 5Q: 3 clusters Score -109463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -109516.632812 Penalty: 660.515503
	Iteration 6Q: 3 clusters Score -109516.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -109577.875000 Penalty: 660.515503
	Iteration 7Q: 3 clusters Score -109577.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109615.359375 Penalty: 660.515503
	Iteration 8Q: 3 clusters Score -109615.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109644.820312 Penalty: 660.515503
	Iteration 9Q: 3 clusters Score -109644.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109669.562500 Penalty: 660.515503
	Iteration 10Q: 3 clusters Score -109669.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109697.195312 Penalty: 660.515503
	Iteration 11Q: 3 clusters Score -109697.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -109716.085938 Penalty: 660.515503
	Iteration 12Q: 3 clusters Score -109716.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109735.320312 Penalty: 660.515503
	Iteration 13Q: 3 clusters Score -109735.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109750.437500 Penalty: 660.515503
	Iteration 14Q: 3 clusters Score -109750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109756.843750 Penalty: 660.515503
	Iteration 15Q: 3 clusters Score -109756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -109760.000000 Penalty: 660.515503
	Iteration 16Q: 3 clusters Score -109760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109760.812500 Penalty: 660.515503
	Iteration 17Q: 3 clusters Score -109760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109760.796875 Penalty: 660.515503
	Iteration 18Q: 3 clusters Score -109760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -109760.906250 Penalty: 660.515503
	Iteration 19Q: 3 clusters Score -109760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -109761.195312 Penalty: 660.515503
	Iteration 20F: 3 clusters Score -109761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15239.484375 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15239.48 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 119 members 
Entering Unmasked Estep 
Score: -14930.915039 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -14930.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15019.449219 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15019.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15044.760742 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15044.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15062.673828 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15062.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15068.515625 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15068.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15073.065430 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15073.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15077.998047 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -15078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15079.262695 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -15079.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15079.375000 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -15079.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15079.375000 Penalty: 497.976624
	Iteration 9F: 3 clusters Score -15079.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -238694.468750 Penalty: 362.162964
	Iteration 0F: 2 clusters Score -238694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236836.203125 Penalty: 724.325928
	Iteration 0F: 3 clusters Score -236836.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -237474.484375 Penalty: 724.325928
	Iteration 1F: 3 clusters Score -237474.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -237572.000000 Penalty: 724.325928
	Iteration 2F: 3 clusters Score -237572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -237654.125000 Penalty: 724.325928
	Iteration 3F: 3 clusters Score -237654.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -237720.000000 Penalty: 724.325928
	Iteration 4F: 3 clusters Score -237720 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -237811.796875 Penalty: 724.325928
	Iteration 5Q: 3 clusters Score -237811.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -237940.156250 Penalty: 724.325928
	Iteration 6Q: 3 clusters Score -237940.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -238043.765625 Penalty: 724.325928
	Iteration 7Q: 3 clusters Score -238043.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -238136.000000 Penalty: 724.325928
	Iteration 8Q: 3 clusters Score -238136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -238196.906250 Penalty: 724.325928
	Iteration 9Q: 3 clusters Score -238196.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -238229.390625 Penalty: 724.325928
	Iteration 10Q: 3 clusters Score -238229.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -238246.015625 Penalty: 724.325928
	Iteration 11Q: 3 clusters Score -238246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -238264.796875 Penalty: 724.325928
	Iteration 12Q: 3 clusters Score -238264.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -238286.625000 Penalty: 724.325928
	Iteration 13Q: 3 clusters Score -238286.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -238304.640625 Penalty: 724.325928
	Iteration 14Q: 3 clusters Score -238304.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -238333.156250 Penalty: 724.325928
	Iteration 15Q: 3 clusters Score -238333.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -238356.953125 Penalty: 724.325928
	Iteration 16Q: 3 clusters Score -238357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -238379.984375 Penalty: 724.325928
	Iteration 17Q: 3 clusters Score -238380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -238386.125000 Penalty: 724.325928
	Iteration 18Q: 3 clusters Score -238386.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -238392.968750 Penalty: 724.325928
	Iteration 19Q: 3 clusters Score -238393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -238406.687500 Penalty: 724.325928
	Iteration 20F: 3 clusters Score -238406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -238407.296875 Penalty: 724.325928
	Iteration 21Q: 3 clusters Score -238407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -238412.906250 Penalty: 724.325928
	Iteration 22Q: 3 clusters Score -238412.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -238421.750000 Penalty: 724.325928
	Iteration 23Q: 3 clusters Score -238421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -238417.906250 Penalty: 724.325928
	Iteration 24Q: 3 clusters Score -238417.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -238433.984375 Penalty: 724.325928
	Iteration 25Q: 3 clusters Score -238434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -238443.875000 Penalty: 724.325928
	Iteration 26Q: 3 clusters Score -238443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -238442.546875 Penalty: 724.325928
	Iteration 27Q: 3 clusters Score -238442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -238449.500000 Penalty: 724.325928
	Iteration 28Q: 3 clusters Score -238449.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -238460.187500 Penalty: 724.325928
	Iteration 29Q: 3 clusters Score -238460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -238461.781250 Penalty: 724.325928
	Iteration 30Q: 3 clusters Score -238461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -238461.781250 Penalty: 724.325928
	Iteration 31F: 3 clusters Score -238461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (26634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Entering Unmasked Estep 
Score: -2155244.750000 Penalty: 463.642456
	Iteration 0F: 2 clusters Score -2155245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2138340.500000 Penalty: 927.284912
	Iteration 0F: 3 clusters Score -2138340 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2145993.500000 Penalty: 927.284912
	Iteration 1F: 3 clusters Score -2145994 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2146752.500000 Penalty: 927.284912
	Iteration 2F: 3 clusters Score -2146752 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2148062.750000 Penalty: 927.284912
	Iteration 3F: 3 clusters Score -2148063 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2149814.500000 Penalty: 927.284912
	Iteration 4F: 3 clusters Score -2149814 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2151424.000000 Penalty: 927.284912
	Iteration 5F: 3 clusters Score -2151424 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2152521.500000 Penalty: 927.284912
	Iteration 6Q: 3 clusters Score -2152522 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2153199.250000 Penalty: 927.284912
	Iteration 7Q: 3 clusters Score -2153199 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2153607.000000 Penalty: 927.284912
	Iteration 8Q: 3 clusters Score -2153607 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2153824.500000 Penalty: 927.284912
	Iteration 9Q: 3 clusters Score -2153824 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2154031.750000 Penalty: 927.284912
	Iteration 10Q: 3 clusters Score -2154032 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2154224.500000 Penalty: 927.284912
	Iteration 11Q: 3 clusters Score -2154224 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2154390.000000 Penalty: 927.284912
	Iteration 12Q: 3 clusters Score -2154390 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2154516.500000 Penalty: 927.284912
	Iteration 13Q: 3 clusters Score -2154516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2154608.500000 Penalty: 927.284912
	Iteration 14Q: 3 clusters Score -2154608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2154655.250000 Penalty: 927.284912
	Iteration 15Q: 3 clusters Score -2154655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2154692.750000 Penalty: 927.284912
	Iteration 16Q: 3 clusters Score -2154693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2154718.000000 Penalty: 927.284912
	Iteration 17Q: 3 clusters Score -2154718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2154728.000000 Penalty: 927.284912
	Iteration 18Q: 3 clusters Score -2154728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2154763.750000 Penalty: 927.284912
	Iteration 19Q: 3 clusters Score -2154764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2154786.500000 Penalty: 927.284912
	Iteration 20F: 3 clusters Score -2154786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2154798.000000 Penalty: 927.284912
	Iteration 21Q: 3 clusters Score -2154798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2154802.000000 Penalty: 927.284912
	Iteration 22Q: 3 clusters Score -2154802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2154807.250000 Penalty: 927.284912
	Iteration 23Q: 3 clusters Score -2154807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2154808.250000 Penalty: 927.284912
	Iteration 24Q: 3 clusters Score -2154808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2154810.000000 Penalty: 927.284912
	Iteration 25Q: 3 clusters Score -2154810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2154812.750000 Penalty: 927.284912
	Iteration 26Q: 3 clusters Score -2154813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2154812.750000 Penalty: 927.284912
	Iteration 27F: 3 clusters Score -2154813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -5452.821777 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5452.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5289.216309 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5289.216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5424.456543 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5424.457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5459.171875 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5459.172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5462.445312 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5462.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5462.445312 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -5462.445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30352 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37172 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18321 members 
Mstep: Class 36 contains 21685 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 478 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14041 members 
Mstep: Class 53 contains 3920 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20263 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10278 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2863 members 
Mstep: Class 71 contains 26634 members 
Mstep: Class 72 contains 38 members 
Mstep: Class 73 contains 15065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26809 members 
Mstep: Class 76 contains 37912 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3646 members 
Mstep: Class 80 contains 15909 members 
Mstep: Class 81 contains 17547 members 
Mstep: Class 82 contains 3526 members 
Mstep: Class 83 contains 81 members 
Entering Unmasked Estep 
Score: -42168696.000000 Penalty: 49960.722656
Splitting cluster 72 changes total score from -42169172.000000 to -42168696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (15065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Entering Unmasked Estep 
Score: -1224710.500000 Penalty: 437.715881
	Iteration 0F: 2 clusters Score -1224710 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 7507 members 
Entering Unmasked Estep 
Score: -1214674.625000 Penalty: 875.431763
	Iteration 0F: 3 clusters Score -1214675 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1218850.375000 Penalty: 875.431763
	Iteration 1F: 3 clusters Score -1218850 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1219051.000000 Penalty: 875.431763
	Iteration 2Q: 3 clusters Score -1219051 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1219326.625000 Penalty: 875.431763
	Iteration 3Q: 3 clusters Score -1219327 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1219797.000000 Penalty: 875.431763
	Iteration 4F: 3 clusters Score -1219797 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1220594.750000 Penalty: 875.431763
	Iteration 5F: 3 clusters Score -1220595 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1221743.875000 Penalty: 875.431763
	Iteration 6F: 3 clusters Score -1221744 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1222961.500000 Penalty: 875.431763
	Iteration 7F: 3 clusters Score -1222962 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1223801.750000 Penalty: 875.431763
	Iteration 8F: 3 clusters Score -1223802 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1224163.750000 Penalty: 875.431763
	Iteration 9Q: 3 clusters Score -1224164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1224251.625000 Penalty: 875.431763
	Iteration 10Q: 3 clusters Score -1224252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1224286.375000 Penalty: 875.431763
	Iteration 11Q: 3 clusters Score -1224286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1224302.500000 Penalty: 875.431763
	Iteration 12Q: 3 clusters Score -1224302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1224308.625000 Penalty: 875.431763
	Iteration 13Q: 3 clusters Score -1224309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1224308.625000 Penalty: 875.431763
	Iteration 14F: 3 clusters Score -1224309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14875.082031 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -14875.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14598.413086 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -14598.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14699.637695 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -14699.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14734.262695 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -14734.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14746.952148 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -14746.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14751.325195 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -14751.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14752.895508 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -14752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14754.369141 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -14754.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14754.369141 Penalty: 491.643646
	Iteration 7F: 3 clusters Score -14754.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (26809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Entering Unmasked Estep 
Score: -2178247.750000 Penalty: 463.940430
	Iteration 0F: 2 clusters Score -2178248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2161450.500000 Penalty: 927.880859
	Iteration 0F: 3 clusters Score -2161450 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2169110.750000 Penalty: 927.880859
	Iteration 1F: 3 clusters Score -2169111 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2169577.750000 Penalty: 927.880859
	Iteration 2Q: 3 clusters Score -2169578 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2170340.250000 Penalty: 927.880859
	Iteration 3F: 3 clusters Score -2170340 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2171641.750000 Penalty: 927.880859
	Iteration 4F: 3 clusters Score -2171642 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2173442.000000 Penalty: 927.880859
	Iteration 5F: 3 clusters Score -2173442 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -2175328.500000 Penalty: 927.880859
	Iteration 6F: 3 clusters Score -2175328 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2176639.500000 Penalty: 927.880859
	Iteration 7F: 3 clusters Score -2176640 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2177245.500000 Penalty: 927.880859
	Iteration 8Q: 3 clusters Score -2177246 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2177605.000000 Penalty: 927.880859
	Iteration 9Q: 3 clusters Score -2177605 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -2177746.500000 Penalty: 927.880859
	Iteration 10Q: 3 clusters Score -2177746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -2177798.000000 Penalty: 927.880859
	Iteration 11Q: 3 clusters Score -2177798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -2177804.250000 Penalty: 927.880859
	Iteration 12Q: 3 clusters Score -2177804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2177827.500000 Penalty: 927.880859
	Iteration 13Q: 3 clusters Score -2177828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -2177838.000000 Penalty: 927.880859
	Iteration 14Q: 3 clusters Score -2177838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2177844.500000 Penalty: 927.880859
	Iteration 15Q: 3 clusters Score -2177844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -2177844.500000 Penalty: 927.880859
	Iteration 16F: 3 clusters Score -2177844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (37912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Entering Unmasked Estep 
Score: -3059970.000000 Penalty: 479.707550
	Iteration 0F: 2 clusters Score -3059970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3039540.000000 Penalty: 959.415100
	Iteration 0F: 3 clusters Score -3039540 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -3050519.250000 Penalty: 959.415100
	Iteration 1F: 3 clusters Score -3050519 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3051304.500000 Penalty: 959.415100
	Iteration 2Q: 3 clusters Score -3051304 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -3052596.750000 Penalty: 959.415100
	Iteration 3F: 3 clusters Score -3052597 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3054295.500000 Penalty: 959.415100
	Iteration 4F: 3 clusters Score -3054296 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3056184.500000 Penalty: 959.415100
	Iteration 5F: 3 clusters Score -3056184 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3057948.000000 Penalty: 959.415100
	Iteration 6F: 3 clusters Score -3057948 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3059074.000000 Penalty: 959.415100
	Iteration 7F: 3 clusters Score -3059074 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3059725.750000 Penalty: 959.415100
	Iteration 8Q: 3 clusters Score -3059726 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3060313.500000 Penalty: 959.415100
	Iteration 9Q: 3 clusters Score -3060314 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3060830.500000 Penalty: 959.415100
	Iteration 10Q: 3 clusters Score -3060830 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3061381.000000 Penalty: 959.415100
	Iteration 11Q: 3 clusters Score -3061381 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3061895.750000 Penalty: 959.415100
	Iteration 12Q: 3 clusters Score -3061896 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -3062292.500000 Penalty: 959.415100
	Iteration 13Q: 3 clusters Score -3062292 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3062574.750000 Penalty: 959.415100
	Iteration 14Q: 3 clusters Score -3062575 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3062771.500000 Penalty: 959.415100
	Iteration 15Q: 3 clusters Score -3062772 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3062854.250000 Penalty: 959.415100
	Iteration 16Q: 3 clusters Score -3062854 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3062922.750000 Penalty: 959.415100
	Iteration 17Q: 3 clusters Score -3062923 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3062950.000000 Penalty: 959.415100
	Iteration 18Q: 3 clusters Score -3062950 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3062946.500000 Penalty: 959.415100
	Iteration 19Q: 3 clusters Score -3062946 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3062935.250000 Penalty: 959.415100
	Iteration 20F: 3 clusters Score -3062935 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3062931.000000 Penalty: 959.415100
	Iteration 21Q: 3 clusters Score -3062931 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3062922.750000 Penalty: 959.415100
	Iteration 22Q: 3 clusters Score -3062923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3062909.000000 Penalty: 959.415100
	Iteration 23Q: 3 clusters Score -3062909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3062901.000000 Penalty: 959.415100
	Iteration 24Q: 3 clusters Score -3062901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3062894.000000 Penalty: 959.415100
	Iteration 25Q: 3 clusters Score -3062894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3062885.000000 Penalty: 959.415100
	Iteration 26Q: 3 clusters Score -3062885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3062883.500000 Penalty: 959.415100
	Iteration 27Q: 3 clusters Score -3062884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3062884.750000 Penalty: 959.415100
	Iteration 28Q: 3 clusters Score -3062885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3062881.000000 Penalty: 959.415100
	Iteration 29Q: 3 clusters Score -3062881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3062882.750000 Penalty: 959.415100
	Iteration 30Q: 3 clusters Score -3062883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3062881.250000 Penalty: 959.415100
	Iteration 31Q: 3 clusters Score -3062881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3062882.000000 Penalty: 959.415100
	Iteration 32Q: 3 clusters Score -3062882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3062881.500000 Penalty: 959.415100
	Iteration 33Q: 3 clusters Score -3062882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3062881.500000 Penalty: 959.415100
	Iteration 34F: 3 clusters Score -3062882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30352 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37172 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18321 members 
Mstep: Class 36 contains 21685 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 478 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14041 members 
Mstep: Class 53 contains 3920 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20263 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10278 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2863 members 
Mstep: Class 71 contains 26634 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26809 members 
Mstep: Class 76 contains 16338 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3646 members 
Mstep: Class 80 contains 15909 members 
Mstep: Class 81 contains 17547 members 
Mstep: Class 82 contains 3526 members 
Mstep: Class 83 contains 21574 members 
Entering Unmasked Estep 
Score: -42171928.000000 Penalty: 49960.722656
Splitting cluster 76 changes total score from -42169172.000000 to -42171928.000000
So it's getting split into cluster 83.
Entering ConstructFrom: 
Trying to split cluster 77 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6580.239258 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6580.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6377.041992 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6377.042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6456.444336 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6456.444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6481.739746 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -6481.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6487.334473 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6487.334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6487.334473 Penalty: 437.908783
	Iteration 4F: 3 clusters Score -6487.334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7222.077148 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7222.077 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 103 members 
Entering Unmasked Estep 
Score: -6970.953613 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -6970.954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7096.402344 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7096.402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7118.013184 Penalty: 483.948914
	Iteration 2Q: 3 clusters Score -7118.013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7123.051270 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -7123.051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7123.051270 Penalty: 483.948914
	Iteration 4F: 3 clusters Score -7123.051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -297099.468750 Penalty: 373.163025
	Iteration 0F: 2 clusters Score -297099.5 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 1833 members 
Entering Unmasked Estep 
Score: -294574.656250 Penalty: 746.326050
	Iteration 0F: 3 clusters Score -294574.7 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -295421.875000 Penalty: 746.326050
	Iteration 1F: 3 clusters Score -295421.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -295515.875000 Penalty: 746.326050
	Iteration 2F: 3 clusters Score -295515.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -295580.906250 Penalty: 746.326050
	Iteration 3Q: 3 clusters Score -295580.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -295637.937500 Penalty: 746.326050
	Iteration 4Q: 3 clusters Score -295637.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -295690.906250 Penalty: 746.326050
	Iteration 5Q: 3 clusters Score -295690.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -295748.437500 Penalty: 746.326050
	Iteration 6Q: 3 clusters Score -295748.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295826.718750 Penalty: 746.326050
	Iteration 7Q: 3 clusters Score -295826.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -295936.593750 Penalty: 746.326050
	Iteration 8Q: 3 clusters Score -295936.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -296065.562500 Penalty: 746.326050
	Iteration 9Q: 3 clusters Score -296065.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -296200.562500 Penalty: 746.326050
	Iteration 10Q: 3 clusters Score -296200.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -296333.125000 Penalty: 746.326050
	Iteration 11Q: 3 clusters Score -296333.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -296467.718750 Penalty: 746.326050
	Iteration 12Q: 3 clusters Score -296467.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -296572.187500 Penalty: 746.326050
	Iteration 13Q: 3 clusters Score -296572.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -296637.656250 Penalty: 746.326050
	Iteration 14Q: 3 clusters Score -296637.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -296680.656250 Penalty: 746.326050
	Iteration 15Q: 3 clusters Score -296680.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -296713.375000 Penalty: 746.326050
	Iteration 16Q: 3 clusters Score -296713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -296727.437500 Penalty: 746.326050
	Iteration 17Q: 3 clusters Score -296727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -296736.125000 Penalty: 746.326050
	Iteration 18Q: 3 clusters Score -296736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -296749.750000 Penalty: 746.326050
	Iteration 19Q: 3 clusters Score -296749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -296756.968750 Penalty: 746.326050
	Iteration 20F: 3 clusters Score -296757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -296760.593750 Penalty: 746.326050
	Iteration 21Q: 3 clusters Score -296760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -296760.593750 Penalty: 746.326050
	Iteration 22F: 3 clusters Score -296760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (15909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Entering Unmasked Estep 
Score: -1293070.375000 Penalty: 440.196136
	Iteration 0F: 2 clusters Score -1293070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1282506.000000 Penalty: 880.392273
	Iteration 0F: 3 clusters Score -1282506 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1286712.375000 Penalty: 880.392273
	Iteration 1F: 3 clusters Score -1286712 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1287051.750000 Penalty: 880.392273
	Iteration 2F: 3 clusters Score -1287052 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1287595.750000 Penalty: 880.392273
	Iteration 3F: 3 clusters Score -1287596 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1288475.625000 Penalty: 880.392273
	Iteration 4F: 3 clusters Score -1288476 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1289781.750000 Penalty: 880.392273
	Iteration 5F: 3 clusters Score -1289782 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1291254.000000 Penalty: 880.392273
	Iteration 6F: 3 clusters Score -1291254 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1292196.625000 Penalty: 880.392273
	Iteration 7F: 3 clusters Score -1292197 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1292538.875000 Penalty: 880.392273
	Iteration 8Q: 3 clusters Score -1292539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1292619.500000 Penalty: 880.392273
	Iteration 9Q: 3 clusters Score -1292620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1292638.750000 Penalty: 880.392273
	Iteration 10Q: 3 clusters Score -1292639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1292661.875000 Penalty: 880.392273
	Iteration 11Q: 3 clusters Score -1292662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1292665.250000 Penalty: 880.392273
	Iteration 12Q: 3 clusters Score -1292665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1292664.750000 Penalty: 880.392273
	Iteration 13Q: 3 clusters Score -1292665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1292664.750000 Penalty: 880.392273
	Iteration 14F: 3 clusters Score -1292665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (17547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Entering Unmasked Estep 
Score: -1434697.000000 Penalty: 444.655029
	Iteration 0F: 2 clusters Score -1434697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1423067.125000 Penalty: 889.310059
	Iteration 0F: 3 clusters Score -1423067 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1427756.625000 Penalty: 889.310059
	Iteration 1F: 3 clusters Score -1427757 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1427944.375000 Penalty: 889.310059
	Iteration 2Q: 3 clusters Score -1427944 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1428137.000000 Penalty: 889.310059
	Iteration 3Q: 3 clusters Score -1428137 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1428372.625000 Penalty: 889.310059
	Iteration 4Q: 3 clusters Score -1428373 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1428662.625000 Penalty: 889.310059
	Iteration 5Q: 3 clusters Score -1428663 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1429120.625000 Penalty: 889.310059
	Iteration 6Q: 3 clusters Score -1429121 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1429748.250000 Penalty: 889.310059
	Iteration 7F: 3 clusters Score -1429748 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1430617.875000 Penalty: 889.310059
	Iteration 8F: 3 clusters Score -1430618 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1431480.250000 Penalty: 889.310059
	Iteration 9F: 3 clusters Score -1431480 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1432084.250000 Penalty: 889.310059
	Iteration 10Q: 3 clusters Score -1432084 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1432487.250000 Penalty: 889.310059
	Iteration 11Q: 3 clusters Score -1432487 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1432742.500000 Penalty: 889.310059
	Iteration 12Q: 3 clusters Score -1432742 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1432966.000000 Penalty: 889.310059
	Iteration 13Q: 3 clusters Score -1432966 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1433141.875000 Penalty: 889.310059
	Iteration 14Q: 3 clusters Score -1433142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1433292.125000 Penalty: 889.310059
	Iteration 15Q: 3 clusters Score -1433292 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1433430.750000 Penalty: 889.310059
	Iteration 16Q: 3 clusters Score -1433431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1433563.750000 Penalty: 889.310059
	Iteration 17Q: 3 clusters Score -1433564 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1433646.625000 Penalty: 889.310059
	Iteration 18Q: 3 clusters Score -1433647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1433695.500000 Penalty: 889.310059
	Iteration 19Q: 3 clusters Score -1433696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1433731.375000 Penalty: 889.310059
	Iteration 20F: 3 clusters Score -1433731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1433757.750000 Penalty: 889.310059
	Iteration 21Q: 3 clusters Score -1433758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1433775.750000 Penalty: 889.310059
	Iteration 22Q: 3 clusters Score -1433776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1433786.250000 Penalty: 889.310059
	Iteration 23Q: 3 clusters Score -1433786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1433791.625000 Penalty: 889.310059
	Iteration 24Q: 3 clusters Score -1433792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1433798.875000 Penalty: 889.310059
	Iteration 25Q: 3 clusters Score -1433799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1433807.125000 Penalty: 889.310059
	Iteration 26Q: 3 clusters Score -1433807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1433809.375000 Penalty: 889.310059
	Iteration 27Q: 3 clusters Score -1433809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1433809.750000 Penalty: 889.310059
	Iteration 28Q: 3 clusters Score -1433810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1433809.375000 Penalty: 889.310059
	Iteration 29Q: 3 clusters Score -1433809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1433809.375000 Penalty: 889.310059
	Iteration 30Q: 3 clusters Score -1433809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1433814.250000 Penalty: 889.310059
	Iteration 31Q: 3 clusters Score -1433814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1433813.375000 Penalty: 889.310059
	Iteration 32Q: 3 clusters Score -1433813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1433814.375000 Penalty: 889.310059
	Iteration 33Q: 3 clusters Score -1433814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1433813.375000 Penalty: 889.310059
	Iteration 34Q: 3 clusters Score -1433813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1433815.625000 Penalty: 889.310059
	Iteration 35Q: 3 clusters Score -1433816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1433815.750000 Penalty: 889.310059
	Iteration 36Q: 3 clusters Score -1433816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1433817.625000 Penalty: 889.310059
	Iteration 37Q: 3 clusters Score -1433818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1433811.125000 Penalty: 889.310059
	Iteration 38Q: 3 clusters Score -1433811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1433808.000000 Penalty: 889.310059
	Iteration 39Q: 3 clusters Score -1433808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1433805.375000 Penalty: 889.310059
	Iteration 40F: 3 clusters Score -1433805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1433813.750000 Penalty: 889.310059
	Iteration 41Q: 3 clusters Score -1433814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1433830.375000 Penalty: 889.310059
	Iteration 42Q: 3 clusters Score -1433830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1433834.000000 Penalty: 889.310059
	Iteration 43Q: 3 clusters Score -1433834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1433845.375000 Penalty: 889.310059
	Iteration 44Q: 3 clusters Score -1433845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1433857.625000 Penalty: 889.310059
	Iteration 45Q: 3 clusters Score -1433858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1433866.875000 Penalty: 889.310059
	Iteration 46Q: 3 clusters Score -1433867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1433886.875000 Penalty: 889.310059
	Iteration 47Q: 3 clusters Score -1433887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1433905.875000 Penalty: 889.310059
	Iteration 48Q: 3 clusters Score -1433906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1433924.875000 Penalty: 889.310059
	Iteration 49Q: 3 clusters Score -1433925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1433942.875000 Penalty: 889.310059
	Iteration 50Q: 3 clusters Score -1433943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1433960.750000 Penalty: 889.310059
	Iteration 51Q: 3 clusters Score -1433961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1433973.750000 Penalty: 889.310059
	Iteration 52Q: 3 clusters Score -1433974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1433986.875000 Penalty: 889.310059
	Iteration 53Q: 3 clusters Score -1433987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1434002.000000 Penalty: 889.310059
	Iteration 54Q: 3 clusters Score -1434002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1434009.625000 Penalty: 889.310059
	Iteration 55Q: 3 clusters Score -1434010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1434020.500000 Penalty: 889.310059
	Iteration 56Q: 3 clusters Score -1434020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1434033.625000 Penalty: 889.310059
	Iteration 57Q: 3 clusters Score -1434034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1434044.125000 Penalty: 889.310059
	Iteration 58Q: 3 clusters Score -1434044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1434056.250000 Penalty: 889.310059
	Iteration 59Q: 3 clusters Score -1434056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1434072.000000 Penalty: 889.310059
	Iteration 60F: 3 clusters Score -1434072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1434086.875000 Penalty: 889.310059
	Iteration 61Q: 3 clusters Score -1434087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1434101.625000 Penalty: 889.310059
	Iteration 62Q: 3 clusters Score -1434102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1434110.500000 Penalty: 889.310059
	Iteration 63Q: 3 clusters Score -1434110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1434118.500000 Penalty: 889.310059
	Iteration 64Q: 3 clusters Score -1434118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1434129.875000 Penalty: 889.310059
	Iteration 65Q: 3 clusters Score -1434130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1434132.875000 Penalty: 889.310059
	Iteration 66Q: 3 clusters Score -1434133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1434141.375000 Penalty: 889.310059
	Iteration 67Q: 3 clusters Score -1434141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1434144.500000 Penalty: 889.310059
	Iteration 68Q: 3 clusters Score -1434144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1434154.375000 Penalty: 889.310059
	Iteration 69Q: 3 clusters Score -1434154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1434157.125000 Penalty: 889.310059
	Iteration 70Q: 3 clusters Score -1434157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1434166.750000 Penalty: 889.310059
	Iteration 71Q: 3 clusters Score -1434167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1434171.625000 Penalty: 889.310059
	Iteration 72Q: 3 clusters Score -1434172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1434174.375000 Penalty: 889.310059
	Iteration 73Q: 3 clusters Score -1434174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1434183.500000 Penalty: 889.310059
	Iteration 74Q: 3 clusters Score -1434184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1434195.500000 Penalty: 889.310059
	Iteration 75Q: 3 clusters Score -1434196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1434203.875000 Penalty: 889.310059
	Iteration 76Q: 3 clusters Score -1434204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1434211.875000 Penalty: 889.310059
	Iteration 77Q: 3 clusters Score -1434212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1434219.125000 Penalty: 889.310059
	Iteration 78Q: 3 clusters Score -1434219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1434226.250000 Penalty: 889.310059
	Iteration 79Q: 3 clusters Score -1434226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1434231.375000 Penalty: 889.310059
	Iteration 80F: 3 clusters Score -1434231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1434237.750000 Penalty: 889.310059
	Iteration 81Q: 3 clusters Score -1434238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1434243.250000 Penalty: 889.310059
	Iteration 82Q: 3 clusters Score -1434243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1434249.250000 Penalty: 889.310059
	Iteration 83Q: 3 clusters Score -1434249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1434252.500000 Penalty: 889.310059
	Iteration 84Q: 3 clusters Score -1434252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1434257.500000 Penalty: 889.310059
	Iteration 85Q: 3 clusters Score -1434258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1434260.125000 Penalty: 889.310059
	Iteration 86Q: 3 clusters Score -1434260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1434265.250000 Penalty: 889.310059
	Iteration 87Q: 3 clusters Score -1434265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1434266.625000 Penalty: 889.310059
	Iteration 88Q: 3 clusters Score -1434267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1434268.625000 Penalty: 889.310059
	Iteration 89Q: 3 clusters Score -1434269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1434270.625000 Penalty: 889.310059
	Iteration 90Q: 3 clusters Score -1434271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1434272.375000 Penalty: 889.310059
	Iteration 91Q: 3 clusters Score -1434272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1434273.375000 Penalty: 889.310059
	Iteration 92Q: 3 clusters Score -1434273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1434275.500000 Penalty: 889.310059
	Iteration 93Q: 3 clusters Score -1434276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1434276.875000 Penalty: 889.310059
	Iteration 94Q: 3 clusters Score -1434277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1434277.875000 Penalty: 889.310059
	Iteration 95Q: 3 clusters Score -1434278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1434278.750000 Penalty: 889.310059
	Iteration 96Q: 3 clusters Score -1434279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1434282.750000 Penalty: 889.310059
	Iteration 97Q: 3 clusters Score -1434283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1434291.500000 Penalty: 889.310059
	Iteration 98Q: 3 clusters Score -1434292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1434292.500000 Penalty: 889.310059
	Iteration 99Q: 3 clusters Score -1434292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1434294.500000 Penalty: 889.310059
	Iteration 100F: 3 clusters Score -1434294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1434291.375000 Penalty: 889.310059
	Iteration 101Q: 3 clusters Score -1434291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1434292.500000 Penalty: 889.310059
	Iteration 102Q: 3 clusters Score -1434292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1434291.875000 Penalty: 889.310059
	Iteration 103Q: 3 clusters Score -1434292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1434293.375000 Penalty: 889.310059
	Iteration 104Q: 3 clusters Score -1434293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1434292.125000 Penalty: 889.310059
	Iteration 105Q: 3 clusters Score -1434292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1434295.625000 Penalty: 889.310059
	Iteration 106Q: 3 clusters Score -1434296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1434295.750000 Penalty: 889.310059
	Iteration 107Q: 3 clusters Score -1434296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1434297.500000 Penalty: 889.310059
	Iteration 108Q: 3 clusters Score -1434298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1434297.625000 Penalty: 889.310059
	Iteration 109Q: 3 clusters Score -1434298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1434299.125000 Penalty: 889.310059
	Iteration 110Q: 3 clusters Score -1434299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1434302.250000 Penalty: 889.310059
	Iteration 111Q: 3 clusters Score -1434302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1434303.125000 Penalty: 889.310059
	Iteration 112Q: 3 clusters Score -1434303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1434303.500000 Penalty: 889.310059
	Iteration 113Q: 3 clusters Score -1434304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1434305.375000 Penalty: 889.310059
	Iteration 114Q: 3 clusters Score -1434305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1434308.000000 Penalty: 889.310059
	Iteration 115Q: 3 clusters Score -1434308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1434306.875000 Penalty: 889.310059
	Iteration 116Q: 3 clusters Score -1434307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1434308.250000 Penalty: 889.310059
	Iteration 117Q: 3 clusters Score -1434308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1434308.250000 Penalty: 889.310059
	Iteration 118F: 3 clusters Score -1434308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -290632.218750 Penalty: 371.640320
	Iteration 0F: 2 clusters Score -290632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -288191.750000 Penalty: 743.280640
	Iteration 0F: 3 clusters Score -288191.8 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -289030.531250 Penalty: 743.280640
	Iteration 1F: 3 clusters Score -289030.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -289126.843750 Penalty: 743.280640
	Iteration 2F: 3 clusters Score -289126.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -289195.906250 Penalty: 743.280640
	Iteration 3F: 3 clusters Score -289195.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -289239.250000 Penalty: 743.280640
	Iteration 4Q: 3 clusters Score -289239.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -289274.718750 Penalty: 743.280640
	Iteration 5Q: 3 clusters Score -289274.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -289308.500000 Penalty: 743.280640
	Iteration 6Q: 3 clusters Score -289308.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -289344.906250 Penalty: 743.280640
	Iteration 7Q: 3 clusters Score -289344.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -289390.406250 Penalty: 743.280640
	Iteration 8Q: 3 clusters Score -289390.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -289445.843750 Penalty: 743.280640
	Iteration 9Q: 3 clusters Score -289445.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -289516.812500 Penalty: 743.280640
	Iteration 10Q: 3 clusters Score -289516.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -289609.187500 Penalty: 743.280640
	Iteration 11Q: 3 clusters Score -289609.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -289706.906250 Penalty: 743.280640
	Iteration 12Q: 3 clusters Score -289706.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -289818.312500 Penalty: 743.280640
	Iteration 13Q: 3 clusters Score -289818.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -289925.593750 Penalty: 743.280640
	Iteration 14Q: 3 clusters Score -289925.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -290015.625000 Penalty: 743.280640
	Iteration 15Q: 3 clusters Score -290015.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -290109.968750 Penalty: 743.280640
	Iteration 16Q: 3 clusters Score -290110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -290192.031250 Penalty: 743.280640
	Iteration 17Q: 3 clusters Score -290192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -290242.125000 Penalty: 743.280640
	Iteration 18Q: 3 clusters Score -290242.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -290270.562500 Penalty: 743.280640
	Iteration 19Q: 3 clusters Score -290270.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -290289.343750 Penalty: 743.280640
	Iteration 20F: 3 clusters Score -290289.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -290296.031250 Penalty: 743.280640
	Iteration 21Q: 3 clusters Score -290296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -290303.281250 Penalty: 743.280640
	Iteration 22Q: 3 clusters Score -290303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -290309.093750 Penalty: 743.280640
	Iteration 23Q: 3 clusters Score -290309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -290313.531250 Penalty: 743.280640
	Iteration 24Q: 3 clusters Score -290313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -290315.812500 Penalty: 743.280640
	Iteration 25Q: 3 clusters Score -290315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -290316.375000 Penalty: 743.280640
	Iteration 26Q: 3 clusters Score -290316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -290318.500000 Penalty: 743.280640
	Iteration 27Q: 3 clusters Score -290318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -290321.843750 Penalty: 743.280640
	Iteration 28Q: 3 clusters Score -290321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -290321.906250 Penalty: 743.280640
	Iteration 29Q: 3 clusters Score -290321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -290321.906250 Penalty: 743.280640
	Iteration 30F: 3 clusters Score -290321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 30352 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22915 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37172 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18321 members 
Mstep: Class 36 contains 21685 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 618 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 49 contains 478 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14041 members 
Mstep: Class 53 contains 3920 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20263 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5750 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10278 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1420 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2863 members 
Mstep: Class 71 contains 26634 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 15065 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26809 members 
Mstep: Class 76 contains 16338 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3646 members 
Mstep: Class 80 contains 15909 members 
Mstep: Class 81 contains 17547 members 
Mstep: Class 82 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 49. Lose 596.469421 but Gain 601.937500
Score: -42173140.000000 Penalty: 49358.785156
Iteration 359Q: 83 clusters Score -4.217314e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 23203 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29726 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 19988 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1348 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14125 members 
Mstep: Class 26 contains 2803 members 
Mstep: Class 27 contains 1587 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22918 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37445 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18318 members 
Mstep: Class 36 contains 21670 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 617 members 
Mstep: Class 45 contains 1757 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1111 members 
Mstep: Class 52 contains 14083 members 
Mstep: Class 53 contains 3923 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20282 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24499 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5746 members 
Mstep: Class 61 contains 19827 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 36030 members 
Mstep: Class 65 contains 10393 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1423 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2749 members 
Mstep: Class 71 contains 26670 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14938 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26674 members 
Mstep: Class 76 contains 17247 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3622 members 
Mstep: Class 80 contains 16253 members 
Mstep: Class 81 contains 17458 members 
Mstep: Class 82 contains 3500 members 
Mstep: Class 83 contains 20845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174756.000000 Penalty: 49358.785156
Iteration 360F: 83 clusters Score -4.217476e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3587 members 
Mstep: Class 3 contains 23162 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 29270 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 9946 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 19702 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1287 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14121 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 1588 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22923 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37433 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18313 members 
Mstep: Class 36 contains 21652 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 1756 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14113 members 
Mstep: Class 53 contains 3928 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20274 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24484 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5744 members 
Mstep: Class 61 contains 19888 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1352 members 
Mstep: Class 64 contains 36030 members 
Mstep: Class 65 contains 10305 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1426 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2867 members 
Mstep: Class 71 contains 26739 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14812 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26615 members 
Mstep: Class 76 contains 17750 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3590 members 
Mstep: Class 80 contains 16579 members 
Mstep: Class 81 contains 17287 members 
Mstep: Class 82 contains 3472 members 
Mstep: Class 83 contains 21125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175312.000000 Penalty: 49358.785156
Iteration 361Q: 83 clusters Score -4.217531e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3622 members 
Mstep: Class 3 contains 23119 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1552 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28763 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 9956 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 19421 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1233 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14108 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 1589 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22921 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37424 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18310 members 
Mstep: Class 36 contains 21633 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4449 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 1754 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14133 members 
Mstep: Class 53 contains 3925 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20270 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24444 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5742 members 
Mstep: Class 61 contains 19927 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1352 members 
Mstep: Class 64 contains 36029 members 
Mstep: Class 65 contains 10164 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1428 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3004 members 
Mstep: Class 71 contains 26805 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14678 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26537 members 
Mstep: Class 76 contains 18352 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3560 members 
Mstep: Class 80 contains 16914 members 
Mstep: Class 81 contains 17158 members 
Mstep: Class 82 contains 3455 members 
Mstep: Class 83 contains 21405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175752.000000 Penalty: 49358.785156
Iteration 362Q: 83 clusters Score -4.217575e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3655 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 28134 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 9968 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1182 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14090 members 
Mstep: Class 26 contains 2799 members 
Mstep: Class 27 contains 1589 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22917 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37378 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18303 members 
Mstep: Class 36 contains 21621 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1296 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 612 members 
Mstep: Class 45 contains 1750 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 14152 members 
Mstep: Class 53 contains 3927 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20257 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24427 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19928 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1354 members 
Mstep: Class 64 contains 36035 members 
Mstep: Class 65 contains 10015 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1431 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3108 members 
Mstep: Class 71 contains 26871 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14614 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26506 members 
Mstep: Class 76 contains 19037 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3533 members 
Mstep: Class 80 contains 17231 members 
Mstep: Class 81 contains 16982 members 
Mstep: Class 82 contains 3436 members 
Mstep: Class 83 contains 21686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175752.000000 Penalty: 49358.785156
Iteration 363Q: 83 clusters Score -4.217575e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3693 members 
Mstep: Class 3 contains 23007 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 27437 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 3318 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 9977 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 19037 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1140 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14065 members 
Mstep: Class 26 contains 2798 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22920 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37348 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18296 members 
Mstep: Class 36 contains 21616 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4450 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 611 members 
Mstep: Class 45 contains 1751 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 14161 members 
Mstep: Class 53 contains 3926 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20231 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24375 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19921 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1355 members 
Mstep: Class 64 contains 36040 members 
Mstep: Class 65 contains 9911 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1433 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3209 members 
Mstep: Class 71 contains 26938 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14540 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26438 members 
Mstep: Class 76 contains 19767 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3513 members 
Mstep: Class 80 contains 17571 members 
Mstep: Class 81 contains 16778 members 
Mstep: Class 82 contains 3428 members 
Mstep: Class 83 contains 21977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176012.000000 Penalty: 49358.785156
Iteration 364Q: 83 clusters Score -4.217601e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 22955 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 26663 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9995 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18868 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 14032 members 
Mstep: Class 26 contains 2801 members 
Mstep: Class 27 contains 1590 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22926 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37316 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18288 members 
Mstep: Class 36 contains 21612 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4452 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1752 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 14162 members 
Mstep: Class 53 contains 3928 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20208 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24258 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19912 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1356 members 
Mstep: Class 64 contains 36040 members 
Mstep: Class 65 contains 9801 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1435 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3293 members 
Mstep: Class 71 contains 27004 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14472 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26408 members 
Mstep: Class 76 contains 20548 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3497 members 
Mstep: Class 80 contains 17915 members 
Mstep: Class 81 contains 16541 members 
Mstep: Class 82 contains 3429 members 
Mstep: Class 83 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175896.000000 Penalty: 49358.785156
Iteration 365Q: 83 clusters Score -4.21759e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 22905 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25919 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10016 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18748 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13995 members 
Mstep: Class 26 contains 2800 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22930 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37278 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18279 members 
Mstep: Class 36 contains 21600 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4454 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1752 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1109 members 
Mstep: Class 52 contains 14163 members 
Mstep: Class 53 contains 3930 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20201 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 24062 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19899 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1358 members 
Mstep: Class 64 contains 36034 members 
Mstep: Class 65 contains 9663 members 
Mstep: Class 66 contains 744 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1437 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3390 members 
Mstep: Class 71 contains 27070 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14418 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26358 members 
Mstep: Class 76 contains 21355 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3480 members 
Mstep: Class 80 contains 18232 members 
Mstep: Class 81 contains 16364 members 
Mstep: Class 82 contains 3422 members 
Mstep: Class 83 contains 22729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176084.000000 Penalty: 49358.785156
Iteration 366Q: 83 clusters Score -4.217608e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 22861 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 25190 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10026 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1025 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13971 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22935 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37249 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1297 members 
Mstep: Class 41 contains 4455 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14165 members 
Mstep: Class 53 contains 3930 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20196 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23781 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19901 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1360 members 
Mstep: Class 64 contains 36038 members 
Mstep: Class 65 contains 9514 members 
Mstep: Class 66 contains 743 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1438 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3473 members 
Mstep: Class 71 contains 27108 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14400 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26272 members 
Mstep: Class 76 contains 22213 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3466 members 
Mstep: Class 80 contains 18531 members 
Mstep: Class 81 contains 16232 members 
Mstep: Class 82 contains 3416 members 
Mstep: Class 83 contains 23069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176060.000000 Penalty: 49358.785156
Iteration 367Q: 83 clusters Score -4.217606e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3759 members 
Mstep: Class 3 contains 22819 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 24584 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 10033 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18550 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13941 members 
Mstep: Class 26 contains 2806 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22939 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37165 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18273 members 
Mstep: Class 36 contains 21606 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4453 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14169 members 
Mstep: Class 53 contains 3931 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20199 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23561 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19896 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1363 members 
Mstep: Class 64 contains 36039 members 
Mstep: Class 65 contains 9398 members 
Mstep: Class 66 contains 745 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1441 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3546 members 
Mstep: Class 71 contains 27148 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14379 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26191 members 
Mstep: Class 76 contains 23019 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3444 members 
Mstep: Class 80 contains 18817 members 
Mstep: Class 81 contains 16086 members 
Mstep: Class 82 contains 3405 members 
Mstep: Class 83 contains 23329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176116.000000 Penalty: 49358.785156
Iteration 368Q: 83 clusters Score -4.217612e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 22792 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 23997 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18471 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 956 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13911 members 
Mstep: Class 26 contains 2802 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22940 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37095 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 21611 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4448 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14167 members 
Mstep: Class 53 contains 3933 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20191 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23309 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19866 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1362 members 
Mstep: Class 64 contains 36043 members 
Mstep: Class 65 contains 9305 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1445 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3612 members 
Mstep: Class 71 contains 27189 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14351 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26102 members 
Mstep: Class 76 contains 23860 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3427 members 
Mstep: Class 80 contains 19078 members 
Mstep: Class 81 contains 15966 members 
Mstep: Class 82 contains 3400 members 
Mstep: Class 83 contains 23567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176116.000000 Penalty: 49358.785156
Iteration 369Q: 83 clusters Score -4.217612e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 22746 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 23470 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18375 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13885 members 
Mstep: Class 26 contains 2803 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22942 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37048 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 21627 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 737 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14166 members 
Mstep: Class 53 contains 3934 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20198 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23051 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19850 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36038 members 
Mstep: Class 65 contains 9244 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1448 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3663 members 
Mstep: Class 71 contains 27225 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14321 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25993 members 
Mstep: Class 76 contains 24622 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3409 members 
Mstep: Class 80 contains 19349 members 
Mstep: Class 81 contains 15841 members 
Mstep: Class 82 contains 3403 members 
Mstep: Class 83 contains 23806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176064.000000 Penalty: 49358.785156
Iteration 370Q: 83 clusters Score -4.217606e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 22704 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 22965 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18257 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 894 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13873 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22947 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 37020 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 21640 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1754 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14165 members 
Mstep: Class 53 contains 3937 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20222 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22789 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19821 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36035 members 
Mstep: Class 65 contains 9171 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1452 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3705 members 
Mstep: Class 71 contains 27241 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14296 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25903 members 
Mstep: Class 76 contains 25316 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3390 members 
Mstep: Class 80 contains 19582 members 
Mstep: Class 81 contains 15754 members 
Mstep: Class 82 contains 3401 members 
Mstep: Class 83 contains 24082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176204.000000 Penalty: 49358.785156
Iteration 371Q: 83 clusters Score -4.21762e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3779 members 
Mstep: Class 3 contains 22663 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 22491 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 10052 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18149 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 865 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 1591 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22946 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36953 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18272 members 
Mstep: Class 36 contains 21663 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4445 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 607 members 
Mstep: Class 45 contains 1754 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1110 members 
Mstep: Class 52 contains 14160 members 
Mstep: Class 53 contains 3942 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20236 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22592 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5741 members 
Mstep: Class 61 contains 19817 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36043 members 
Mstep: Class 65 contains 9143 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1452 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3720 members 
Mstep: Class 71 contains 27259 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14271 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25872 members 
Mstep: Class 76 contains 25952 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3365 members 
Mstep: Class 80 contains 19765 members 
Mstep: Class 81 contains 15657 members 
Mstep: Class 82 contains 3386 members 
Mstep: Class 83 contains 24325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176064.000000 Penalty: 49358.785156
Iteration 372Q: 83 clusters Score -4.217606e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 22646 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1591 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 22061 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10047 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 18053 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 842 members 
Mstep: Class 23 contains 654 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13854 members 
Mstep: Class 26 contains 2809 members 
Mstep: Class 27 contains 1592 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22946 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36838 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18270 members 
Mstep: Class 36 contains 21689 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4443 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 605 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1108 members 
Mstep: Class 52 contains 14166 members 
Mstep: Class 53 contains 3947 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20243 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22451 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19797 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36047 members 
Mstep: Class 65 contains 9120 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1453 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3736 members 
Mstep: Class 71 contains 27255 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14252 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25917 members 
Mstep: Class 76 contains 26507 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3340 members 
Mstep: Class 80 contains 19928 members 
Mstep: Class 81 contains 15500 members 
Mstep: Class 82 contains 3364 members 
Mstep: Class 83 contains 24592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175888.000000 Penalty: 49358.785156
Iteration 373Q: 83 clusters Score -4.217589e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 22630 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 21672 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10044 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 824 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13833 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22949 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36747 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18272 members 
Mstep: Class 36 contains 21707 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4444 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 602 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 14172 members 
Mstep: Class 53 contains 3953 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20250 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22262 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19787 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36047 members 
Mstep: Class 65 contains 9095 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1452 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3717 members 
Mstep: Class 71 contains 27266 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14246 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 25940 members 
Mstep: Class 76 contains 26963 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3313 members 
Mstep: Class 80 contains 20097 members 
Mstep: Class 81 contains 15372 members 
Mstep: Class 82 contains 3347 members 
Mstep: Class 83 contains 24906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175600.000000 Penalty: 49358.785156
Iteration 374Q: 83 clusters Score -4.21756e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 22613 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 21377 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17919 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13821 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22949 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36649 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18274 members 
Mstep: Class 36 contains 21724 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4445 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 599 members 
Mstep: Class 45 contains 1753 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14189 members 
Mstep: Class 53 contains 3953 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20264 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22128 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19773 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36046 members 
Mstep: Class 65 contains 9094 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1453 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3691 members 
Mstep: Class 71 contains 27276 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14235 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26003 members 
Mstep: Class 76 contains 27308 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3292 members 
Mstep: Class 80 contains 20255 members 
Mstep: Class 81 contains 15204 members 
Mstep: Class 82 contains 3325 members 
Mstep: Class 83 contains 25194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175356.000000 Penalty: 49358.785156
Iteration 375Q: 83 clusters Score -4.217536e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 22583 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1604 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 21170 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17858 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 795 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 2810 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22954 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36545 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18276 members 
Mstep: Class 36 contains 21751 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 597 members 
Mstep: Class 45 contains 1754 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14215 members 
Mstep: Class 53 contains 3952 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20270 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22022 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5738 members 
Mstep: Class 61 contains 19763 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36048 members 
Mstep: Class 65 contains 9092 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3659 members 
Mstep: Class 71 contains 27299 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14230 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26146 members 
Mstep: Class 76 contains 27557 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3261 members 
Mstep: Class 80 contains 20375 members 
Mstep: Class 81 contains 15003 members 
Mstep: Class 82 contains 3294 members 
Mstep: Class 83 contains 25454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175232.000000 Penalty: 49358.785156
Iteration 376Q: 83 clusters Score -4.217523e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 22561 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 21017 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10028 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17814 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 785 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 2810 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22952 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36422 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18276 members 
Mstep: Class 36 contains 21770 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1298 members 
Mstep: Class 41 contains 4447 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 596 members 
Mstep: Class 45 contains 1755 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14238 members 
Mstep: Class 53 contains 3951 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20283 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21979 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5738 members 
Mstep: Class 61 contains 19744 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36052 members 
Mstep: Class 65 contains 9096 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1553 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3642 members 
Mstep: Class 71 contains 27315 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14221 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26281 members 
Mstep: Class 76 contains 27743 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3234 members 
Mstep: Class 80 contains 20520 members 
Mstep: Class 81 contains 14761 members 
Mstep: Class 82 contains 3265 members 
Mstep: Class 83 contains 25656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175192.000000 Penalty: 49358.785156
Iteration 377Q: 83 clusters Score -4.217519e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 22520 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20901 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17742 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 771 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22953 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36319 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18277 members 
Mstep: Class 36 contains 21809 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 595 members 
Mstep: Class 45 contains 1756 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14263 members 
Mstep: Class 53 contains 3950 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20296 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21992 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5738 members 
Mstep: Class 61 contains 19726 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1367 members 
Mstep: Class 64 contains 36057 members 
Mstep: Class 65 contains 9107 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1453 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3621 members 
Mstep: Class 71 contains 27327 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14201 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26420 members 
Mstep: Class 76 contains 27878 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3200 members 
Mstep: Class 80 contains 20646 members 
Mstep: Class 81 contains 14532 members 
Mstep: Class 82 contains 3243 members 
Mstep: Class 83 contains 25838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174932.000000 Penalty: 49358.785156
Iteration 378Q: 83 clusters Score -4.217493e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3797 members 
Mstep: Class 3 contains 22475 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20831 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17682 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22954 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36246 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18276 members 
Mstep: Class 36 contains 21839 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14283 members 
Mstep: Class 53 contains 3950 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20320 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22018 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5738 members 
Mstep: Class 61 contains 19690 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36066 members 
Mstep: Class 65 contains 9117 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3578 members 
Mstep: Class 71 contains 27335 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14191 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26621 members 
Mstep: Class 76 contains 27922 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3170 members 
Mstep: Class 80 contains 20760 members 
Mstep: Class 81 contains 14277 members 
Mstep: Class 82 contains 3215 members 
Mstep: Class 83 contains 26017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174892.000000 Penalty: 49358.785156
Iteration 379Q: 83 clusters Score -4.217489e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 22433 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20771 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17610 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 2810 members 
Mstep: Class 27 contains 1594 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22950 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36154 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18272 members 
Mstep: Class 36 contains 21869 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4446 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 14295 members 
Mstep: Class 53 contains 3952 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20338 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22048 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19659 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36071 members 
Mstep: Class 65 contains 9135 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3531 members 
Mstep: Class 71 contains 27355 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14175 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 26822 members 
Mstep: Class 76 contains 27955 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3138 members 
Mstep: Class 80 contains 20853 members 
Mstep: Class 81 contains 14054 members 
Mstep: Class 82 contains 3182 members 
Mstep: Class 83 contains 26220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175072.000000 Penalty: 49358.785156
Iteration 380F: 83 clusters Score -4.217507e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 22389 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20205 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17537 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1595 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22954 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36085 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18270 members 
Mstep: Class 36 contains 21913 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4443 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14312 members 
Mstep: Class 53 contains 3953 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20352 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22075 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19623 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36073 members 
Mstep: Class 65 contains 9031 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3610 members 
Mstep: Class 71 contains 27362 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14163 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 27035 members 
Mstep: Class 76 contains 28494 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3109 members 
Mstep: Class 80 contains 20934 members 
Mstep: Class 81 contains 13823 members 
Mstep: Class 82 contains 3136 members 
Mstep: Class 83 contains 26416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174776.000000 Penalty: 49358.785156
Iteration 381Q: 83 clusters Score -4.217478e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 22351 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1596 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19790 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 10030 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17495 members 
Mstep: Class 19 contains 2955 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 717 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 2814 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22956 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 36032 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18266 members 
Mstep: Class 36 contains 21965 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4441 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1762 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14326 members 
Mstep: Class 53 contains 3954 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20372 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22120 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5741 members 
Mstep: Class 61 contains 19604 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36073 members 
Mstep: Class 65 contains 8963 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1554 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3682 members 
Mstep: Class 71 contains 27359 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14111 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 27300 members 
Mstep: Class 76 contains 28838 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3073 members 
Mstep: Class 80 contains 21032 members 
Mstep: Class 81 contains 13536 members 
Mstep: Class 82 contains 3089 members 
Mstep: Class 83 contains 26548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174500.000000 Penalty: 49358.785156
Iteration 382Q: 83 clusters Score -4.21745e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 22318 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19463 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17453 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 716 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 22956 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35981 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18268 members 
Mstep: Class 36 contains 22009 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14352 members 
Mstep: Class 53 contains 3958 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20401 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22196 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19585 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36079 members 
Mstep: Class 65 contains 8847 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1555 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3721 members 
Mstep: Class 71 contains 27348 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14096 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 27619 members 
Mstep: Class 76 contains 29102 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3042 members 
Mstep: Class 80 contains 21112 members 
Mstep: Class 81 contains 13258 members 
Mstep: Class 82 contains 3040 members 
Mstep: Class 83 contains 26646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174312.000000 Penalty: 49358.785156
Iteration 383Q: 83 clusters Score -4.217431e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 22287 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19236 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10027 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17424 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 719 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22956 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35938 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18267 members 
Mstep: Class 36 contains 22056 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4438 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14385 members 
Mstep: Class 53 contains 3963 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20441 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22293 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5740 members 
Mstep: Class 61 contains 19561 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36077 members 
Mstep: Class 65 contains 8747 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1557 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3769 members 
Mstep: Class 71 contains 27326 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14058 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 27950 members 
Mstep: Class 76 contains 29277 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 3009 members 
Mstep: Class 80 contains 21189 members 
Mstep: Class 81 contains 12958 members 
Mstep: Class 82 contains 2991 members 
Mstep: Class 83 contains 26684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174232.000000 Penalty: 49358.785156
Iteration 384Q: 83 clusters Score -4.217423e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3809 members 
Mstep: Class 3 contains 22266 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19082 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17415 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 2812 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22954 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35900 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18267 members 
Mstep: Class 36 contains 22096 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4436 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14413 members 
Mstep: Class 53 contains 3964 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20479 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22399 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5739 members 
Mstep: Class 61 contains 19551 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36073 members 
Mstep: Class 65 contains 8643 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1558 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3821 members 
Mstep: Class 71 contains 27307 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14003 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 28230 members 
Mstep: Class 76 contains 29398 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2979 members 
Mstep: Class 80 contains 21269 members 
Mstep: Class 81 contains 12727 members 
Mstep: Class 82 contains 2951 members 
Mstep: Class 83 contains 26657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174052.000000 Penalty: 49358.785156
Iteration 385Q: 83 clusters Score -4.217405e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 22239 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18994 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10013 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17403 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 655 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13784 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22953 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35860 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18269 members 
Mstep: Class 36 contains 22118 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4437 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14440 members 
Mstep: Class 53 contains 3965 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20531 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22501 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5734 members 
Mstep: Class 61 contains 19557 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36070 members 
Mstep: Class 65 contains 8541 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3874 members 
Mstep: Class 71 contains 27293 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13936 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 28550 members 
Mstep: Class 76 contains 29468 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2951 members 
Mstep: Class 80 contains 21348 members 
Mstep: Class 81 contains 12468 members 
Mstep: Class 82 contains 2915 members 
Mstep: Class 83 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173844.000000 Penalty: 49358.785156
Iteration 386Q: 83 clusters Score -4.217384e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 22189 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18923 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17393 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 656 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13767 members 
Mstep: Class 26 contains 2811 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22957 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35848 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18269 members 
Mstep: Class 36 contains 22169 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4433 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14468 members 
Mstep: Class 53 contains 3966 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20580 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22573 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5726 members 
Mstep: Class 61 contains 19553 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36063 members 
Mstep: Class 65 contains 8439 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3902 members 
Mstep: Class 71 contains 27284 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13874 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 28918 members 
Mstep: Class 76 contains 29540 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2918 members 
Mstep: Class 80 contains 21420 members 
Mstep: Class 81 contains 12183 members 
Mstep: Class 82 contains 2887 members 
Mstep: Class 83 contains 26580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173772.000000 Penalty: 49358.785156
Iteration 387Q: 83 clusters Score -4.217377e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 22142 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18895 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 10003 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17368 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13757 members 
Mstep: Class 26 contains 2813 members 
Mstep: Class 27 contains 1596 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22957 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35824 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18266 members 
Mstep: Class 36 contains 22228 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14494 members 
Mstep: Class 53 contains 3967 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20640 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22644 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5720 members 
Mstep: Class 61 contains 19554 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36054 members 
Mstep: Class 65 contains 8290 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1559 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3920 members 
Mstep: Class 71 contains 27246 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13837 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 29286 members 
Mstep: Class 76 contains 29564 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2898 members 
Mstep: Class 80 contains 21505 members 
Mstep: Class 81 contains 11913 members 
Mstep: Class 82 contains 2854 members 
Mstep: Class 83 contains 26555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173700.000000 Penalty: 49358.785156
Iteration 388Q: 83 clusters Score -4.21737e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3794 members 
Mstep: Class 3 contains 22109 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18925 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9997 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17333 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13746 members 
Mstep: Class 26 contains 2817 members 
Mstep: Class 27 contains 1597 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22952 members 
Mstep: Class 30 contains 7019 members 
Mstep: Class 31 contains 903 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35813 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18267 members 
Mstep: Class 36 contains 22280 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 588 members 
Mstep: Class 45 contains 1759 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14516 members 
Mstep: Class 53 contains 3970 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20691 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22704 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5714 members 
Mstep: Class 61 contains 19559 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1368 members 
Mstep: Class 64 contains 36050 members 
Mstep: Class 65 contains 8177 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1560 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3911 members 
Mstep: Class 71 contains 27207 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13762 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 29690 members 
Mstep: Class 76 contains 29520 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2876 members 
Mstep: Class 80 contains 21611 members 
Mstep: Class 81 contains 11625 members 
Mstep: Class 82 contains 2820 members 
Mstep: Class 83 contains 26541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173532.000000 Penalty: 49358.785156
Iteration 389Q: 83 clusters Score -4.217353e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 22086 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18981 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17301 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 808 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13739 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22952 members 
Mstep: Class 30 contains 7019 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35784 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18265 members 
Mstep: Class 36 contains 22302 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 585 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14540 members 
Mstep: Class 53 contains 3972 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20774 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22776 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5709 members 
Mstep: Class 61 contains 19561 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1371 members 
Mstep: Class 64 contains 36036 members 
Mstep: Class 65 contains 8053 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1561 members 
Mstep: Class 68 contains 1454 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3884 members 
Mstep: Class 71 contains 27161 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13679 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 30161 members 
Mstep: Class 76 contains 29470 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2859 members 
Mstep: Class 80 contains 21702 members 
Mstep: Class 81 contains 11332 members 
Mstep: Class 82 contains 2771 members 
Mstep: Class 83 contains 26502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173488.000000 Penalty: 49358.785156
Iteration 390Q: 83 clusters Score -4.217349e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 22054 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17279 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 826 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13729 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22947 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 901 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35767 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18257 members 
Mstep: Class 36 contains 22322 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 581 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14564 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20861 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22847 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5703 members 
Mstep: Class 61 contains 19552 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1371 members 
Mstep: Class 64 contains 36034 members 
Mstep: Class 65 contains 7988 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1562 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3829 members 
Mstep: Class 71 contains 27110 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13569 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 30648 members 
Mstep: Class 76 contains 29422 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2846 members 
Mstep: Class 80 contains 21754 members 
Mstep: Class 81 contains 11058 members 
Mstep: Class 82 contains 2725 members 
Mstep: Class 83 contains 26457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173244.000000 Penalty: 49358.785156
Iteration 391Q: 83 clusters Score -4.217324e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 22012 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19123 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17246 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 840 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13723 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22950 members 
Mstep: Class 30 contains 7017 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35753 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18247 members 
Mstep: Class 36 contains 22344 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 579 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14584 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 20980 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22898 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5698 members 
Mstep: Class 61 contains 19558 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 36027 members 
Mstep: Class 65 contains 7911 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1564 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3816 members 
Mstep: Class 71 contains 27040 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13479 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 31090 members 
Mstep: Class 76 contains 29373 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2832 members 
Mstep: Class 80 contains 21814 members 
Mstep: Class 81 contains 10777 members 
Mstep: Class 82 contains 2681 members 
Mstep: Class 83 contains 26412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173064.000000 Penalty: 49358.785156
Iteration 392Q: 83 clusters Score -4.217306e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3745 members 
Mstep: Class 3 contains 22005 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19216 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9988 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17217 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 862 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13712 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22948 members 
Mstep: Class 30 contains 7018 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35731 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18241 members 
Mstep: Class 36 contains 22353 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4427 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 578 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14597 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21087 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22948 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5694 members 
Mstep: Class 61 contains 19570 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 36032 members 
Mstep: Class 65 contains 7862 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1564 members 
Mstep: Class 68 contains 1455 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3760 members 
Mstep: Class 71 contains 26954 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13378 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 31624 members 
Mstep: Class 76 contains 29329 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2823 members 
Mstep: Class 80 contains 21866 members 
Mstep: Class 81 contains 10442 members 
Mstep: Class 82 contains 2642 members 
Mstep: Class 83 contains 26350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172940.000000 Penalty: 49358.785156
Iteration 393Q: 83 clusters Score -4.217294e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 22023 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19325 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 9962 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 876 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13696 members 
Mstep: Class 26 contains 2830 members 
Mstep: Class 27 contains 1598 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22946 members 
Mstep: Class 30 contains 7019 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35717 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18236 members 
Mstep: Class 36 contains 22357 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4428 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 577 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14613 members 
Mstep: Class 53 contains 3974 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21194 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23002 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5688 members 
Mstep: Class 61 contains 19564 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1375 members 
Mstep: Class 64 contains 36032 members 
Mstep: Class 65 contains 7864 members 
Mstep: Class 66 contains 746 members 
Mstep: Class 67 contains 1564 members 
Mstep: Class 68 contains 1456 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3680 members 
Mstep: Class 71 contains 26845 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13279 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 32200 members 
Mstep: Class 76 contains 29299 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2813 members 
Mstep: Class 80 contains 21904 members 
Mstep: Class 81 contains 10070 members 
Mstep: Class 82 contains 2598 members 
Mstep: Class 83 contains 26251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172876.000000 Penalty: 49358.785156
Iteration 394Q: 83 clusters Score -4.217288e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 22048 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19442 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13689 members 
Mstep: Class 26 contains 2830 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22951 members 
Mstep: Class 30 contains 7019 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35702 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22361 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4423 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 575 members 
Mstep: Class 45 contains 1760 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14624 members 
Mstep: Class 53 contains 3974 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21278 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23046 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5681 members 
Mstep: Class 61 contains 19569 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1377 members 
Mstep: Class 64 contains 36028 members 
Mstep: Class 65 contains 7932 members 
Mstep: Class 66 contains 748 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1458 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3560 members 
Mstep: Class 71 contains 26737 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13166 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 32753 members 
Mstep: Class 76 contains 29255 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2807 members 
Mstep: Class 80 contains 21913 members 
Mstep: Class 81 contains 9737 members 
Mstep: Class 82 contains 2568 members 
Mstep: Class 83 contains 26155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172800.000000 Penalty: 49358.785156
Iteration 395Q: 83 clusters Score -4.21728e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3736 members 
Mstep: Class 3 contains 22070 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19574 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3321 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17177 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13684 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22959 members 
Mstep: Class 30 contains 7022 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35684 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22340 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4422 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 572 members 
Mstep: Class 45 contains 1761 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14634 members 
Mstep: Class 53 contains 3976 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21405 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23079 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5671 members 
Mstep: Class 61 contains 19566 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1378 members 
Mstep: Class 64 contains 36016 members 
Mstep: Class 65 contains 7977 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1568 members 
Mstep: Class 68 contains 1460 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3393 members 
Mstep: Class 71 contains 26615 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13071 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 33298 members 
Mstep: Class 76 contains 29236 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2802 members 
Mstep: Class 80 contains 21915 members 
Mstep: Class 81 contains 9482 members 
Mstep: Class 82 contains 2531 members 
Mstep: Class 83 contains 26045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172828.000000 Penalty: 49358.785156
Iteration 396Q: 83 clusters Score -4.217283e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3740 members 
Mstep: Class 3 contains 22095 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19719 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3320 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 9854 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 907 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13681 members 
Mstep: Class 26 contains 2824 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22976 members 
Mstep: Class 30 contains 7024 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35663 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22290 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4421 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 567 members 
Mstep: Class 45 contains 1761 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14644 members 
Mstep: Class 53 contains 3976 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21535 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23120 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5662 members 
Mstep: Class 61 contains 19542 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1379 members 
Mstep: Class 64 contains 36018 members 
Mstep: Class 65 contains 8098 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1570 members 
Mstep: Class 68 contains 1462 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3213 members 
Mstep: Class 71 contains 26494 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12964 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 33834 members 
Mstep: Class 76 contains 29193 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2794 members 
Mstep: Class 80 contains 21909 members 
Mstep: Class 81 contains 9209 members 
Mstep: Class 82 contains 2490 members 
Mstep: Class 83 contains 25956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172696.000000 Penalty: 49358.785156
Iteration 397Q: 83 clusters Score -4.21727e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 22111 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19891 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3317 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13674 members 
Mstep: Class 26 contains 2828 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 22993 members 
Mstep: Class 30 contains 7027 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35658 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18231 members 
Mstep: Class 36 contains 22214 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4420 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 564 members 
Mstep: Class 45 contains 1762 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14647 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21657 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23137 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5657 members 
Mstep: Class 61 contains 19530 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1381 members 
Mstep: Class 64 contains 36025 members 
Mstep: Class 65 contains 8227 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1572 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 3003 members 
Mstep: Class 71 contains 26406 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12844 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 34443 members 
Mstep: Class 76 contains 29120 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2791 members 
Mstep: Class 80 contains 21881 members 
Mstep: Class 81 contains 8915 members 
Mstep: Class 82 contains 2457 members 
Mstep: Class 83 contains 25869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172672.000000 Penalty: 49358.785156
Iteration 398Q: 83 clusters Score -4.217267e+07 nChanged 1756
Entering ConstructFrom: 
Score: -42172672.000000 Penalty: 49358.785156
Entering ConstructFrom: 
Trying to split cluster 1 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -372206.125000 Penalty: 384.726624
	Iteration 0F: 2 clusters Score -372206.1 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 2333 members 
Entering Unmasked Estep 
Score: -369011.687500 Penalty: 769.453247
	Iteration 0F: 3 clusters Score -369011.7 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -370165.593750 Penalty: 769.453247
	Iteration 1F: 3 clusters Score -370165.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -370314.468750 Penalty: 769.453247
	Iteration 2F: 3 clusters Score -370314.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -370458.531250 Penalty: 769.453247
	Iteration 3F: 3 clusters Score -370458.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -370590.062500 Penalty: 769.453247
	Iteration 4F: 3 clusters Score -370590.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -370737.125000 Penalty: 769.453247
	Iteration 5F: 3 clusters Score -370737.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -370871.375000 Penalty: 769.453247
	Iteration 6F: 3 clusters Score -370871.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -371008.218750 Penalty: 769.453247
	Iteration 7Q: 3 clusters Score -371008.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -371121.906250 Penalty: 769.453247
	Iteration 8Q: 3 clusters Score -371121.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -371209.281250 Penalty: 769.453247
	Iteration 9Q: 3 clusters Score -371209.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -371259.875000 Penalty: 769.453247
	Iteration 10Q: 3 clusters Score -371259.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -371286.718750 Penalty: 769.453247
	Iteration 11Q: 3 clusters Score -371286.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -371309.781250 Penalty: 769.453247
	Iteration 12Q: 3 clusters Score -371309.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -371327.812500 Penalty: 769.453247
	Iteration 13Q: 3 clusters Score -371327.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -371336.406250 Penalty: 769.453247
	Iteration 14Q: 3 clusters Score -371336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -371342.250000 Penalty: 769.453247
	Iteration 15Q: 3 clusters Score -371342.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -371346.250000 Penalty: 769.453247
	Iteration 16Q: 3 clusters Score -371346.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -371350.531250 Penalty: 769.453247
	Iteration 17Q: 3 clusters Score -371350.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -371351.562500 Penalty: 769.453247
	Iteration 18Q: 3 clusters Score -371351.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -371356.062500 Penalty: 769.453247
	Iteration 19Q: 3 clusters Score -371356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -371358.718750 Penalty: 769.453247
	Iteration 20F: 3 clusters Score -371358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -371362.312500 Penalty: 769.453247
	Iteration 21Q: 3 clusters Score -371362.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -371365.375000 Penalty: 769.453247
	Iteration 22Q: 3 clusters Score -371365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -371366.968750 Penalty: 769.453247
	Iteration 23Q: 3 clusters Score -371367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -371371.125000 Penalty: 769.453247
	Iteration 24Q: 3 clusters Score -371371.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -371373.093750 Penalty: 769.453247
	Iteration 25Q: 3 clusters Score -371373.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -371375.531250 Penalty: 769.453247
	Iteration 26Q: 3 clusters Score -371375.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -371377.375000 Penalty: 769.453247
	Iteration 27Q: 3 clusters Score -371377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -371379.625000 Penalty: 769.453247
	Iteration 28Q: 3 clusters Score -371379.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -371384.437500 Penalty: 769.453247
	Iteration 29Q: 3 clusters Score -371384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -371388.562500 Penalty: 769.453247
	Iteration 30Q: 3 clusters Score -371388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -371394.312500 Penalty: 769.453247
	Iteration 31Q: 3 clusters Score -371394.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -371400.656250 Penalty: 769.453247
	Iteration 32Q: 3 clusters Score -371400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371408.875000 Penalty: 769.453247
	Iteration 33Q: 3 clusters Score -371408.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371415.781250 Penalty: 769.453247
	Iteration 34Q: 3 clusters Score -371415.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -371424.656250 Penalty: 769.453247
	Iteration 35Q: 3 clusters Score -371424.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -371431.343750 Penalty: 769.453247
	Iteration 36Q: 3 clusters Score -371431.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -371436.906250 Penalty: 769.453247
	Iteration 37Q: 3 clusters Score -371436.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -371444.375000 Penalty: 769.453247
	Iteration 38Q: 3 clusters Score -371444.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -371448.781250 Penalty: 769.453247
	Iteration 39Q: 3 clusters Score -371448.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -371453.062500 Penalty: 769.453247
	Iteration 40F: 3 clusters Score -371453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -371455.781250 Penalty: 769.453247
	Iteration 41Q: 3 clusters Score -371455.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -371458.937500 Penalty: 769.453247
	Iteration 42Q: 3 clusters Score -371458.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -371463.343750 Penalty: 769.453247
	Iteration 43Q: 3 clusters Score -371463.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -371469.468750 Penalty: 769.453247
	Iteration 44Q: 3 clusters Score -371469.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -371475.500000 Penalty: 769.453247
	Iteration 45Q: 3 clusters Score -371475.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -371479.500000 Penalty: 769.453247
	Iteration 46Q: 3 clusters Score -371479.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -371482.781250 Penalty: 769.453247
	Iteration 47Q: 3 clusters Score -371482.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -371485.500000 Penalty: 769.453247
	Iteration 48Q: 3 clusters Score -371485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -371488.656250 Penalty: 769.453247
	Iteration 49Q: 3 clusters Score -371488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -371490.187500 Penalty: 769.453247
	Iteration 50Q: 3 clusters Score -371490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -371491.437500 Penalty: 769.453247
	Iteration 51Q: 3 clusters Score -371491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -371491.125000 Penalty: 769.453247
	Iteration 52Q: 3 clusters Score -371491.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -371491.875000 Penalty: 769.453247
	Iteration 53Q: 3 clusters Score -371491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -371492.250000 Penalty: 769.453247
	Iteration 54Q: 3 clusters Score -371492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -371492.250000 Penalty: 769.453247
	Iteration 55F: 3 clusters Score -371492.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Entering Unmasked Estep 
Score: -302565.562500 Penalty: 374.394196
	Iteration 0F: 2 clusters Score -302565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -300023.000000 Penalty: 748.788391
	Iteration 0F: 3 clusters Score -300023 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -301067.375000 Penalty: 748.788391
	Iteration 1F: 3 clusters Score -301067.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -301309.875000 Penalty: 748.788391
	Iteration 2F: 3 clusters Score -301309.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -301577.187500 Penalty: 748.788391
	Iteration 3F: 3 clusters Score -301577.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -301868.968750 Penalty: 748.788391
	Iteration 4F: 3 clusters Score -301869 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -302112.312500 Penalty: 748.788391
	Iteration 5F: 3 clusters Score -302112.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -302266.218750 Penalty: 748.788391
	Iteration 6Q: 3 clusters Score -302266.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -302339.437500 Penalty: 748.788391
	Iteration 7Q: 3 clusters Score -302339.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -302376.781250 Penalty: 748.788391
	Iteration 8Q: 3 clusters Score -302376.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -302397.531250 Penalty: 748.788391
	Iteration 9Q: 3 clusters Score -302397.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -302413.656250 Penalty: 748.788391
	Iteration 10Q: 3 clusters Score -302413.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -302424.812500 Penalty: 748.788391
	Iteration 11Q: 3 clusters Score -302424.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -302433.750000 Penalty: 748.788391
	Iteration 12Q: 3 clusters Score -302433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -302438.093750 Penalty: 748.788391
	Iteration 13Q: 3 clusters Score -302438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -302440.937500 Penalty: 748.788391
	Iteration 14Q: 3 clusters Score -302440.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -302442.687500 Penalty: 748.788391
	Iteration 15Q: 3 clusters Score -302442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -302444.187500 Penalty: 748.788391
	Iteration 16Q: 3 clusters Score -302444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -302444.218750 Penalty: 748.788391
	Iteration 17Q: 3 clusters Score -302444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -302445.781250 Penalty: 748.788391
	Iteration 18Q: 3 clusters Score -302445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -302447.250000 Penalty: 748.788391
	Iteration 19Q: 3 clusters Score -302447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -302449.187500 Penalty: 748.788391
	Iteration 20F: 3 clusters Score -302449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -302449.937500 Penalty: 748.788391
	Iteration 21Q: 3 clusters Score -302449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -302449.812500 Penalty: 748.788391
	Iteration 22Q: 3 clusters Score -302449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -302450.187500 Penalty: 748.788391
	Iteration 23Q: 3 clusters Score -302450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -302450.343750 Penalty: 748.788391
	Iteration 24Q: 3 clusters Score -302450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -302451.156250 Penalty: 748.788391
	Iteration 25Q: 3 clusters Score -302451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -302451.343750 Penalty: 748.788391
	Iteration 26Q: 3 clusters Score -302451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -302452.656250 Penalty: 748.788391
	Iteration 27Q: 3 clusters Score -302452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -302453.218750 Penalty: 748.788391
	Iteration 28Q: 3 clusters Score -302453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -302453.656250 Penalty: 748.788391
	Iteration 29Q: 3 clusters Score -302453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -302453.906250 Penalty: 748.788391
	Iteration 30Q: 3 clusters Score -302453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -302453.937500 Penalty: 748.788391
	Iteration 31Q: 3 clusters Score -302453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -302454.593750 Penalty: 748.788391
	Iteration 32Q: 3 clusters Score -302454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -302454.375000 Penalty: 748.788391
	Iteration 33Q: 3 clusters Score -302454.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -302454.375000 Penalty: 748.788391
	Iteration 34F: 3 clusters Score -302454.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Entering Unmasked Estep 
Score: -1797172.625000 Penalty: 455.293518
	Iteration 0F: 2 clusters Score -1797173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1782725.250000 Penalty: 910.587036
	Iteration 0F: 3 clusters Score -1782725 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1789152.000000 Penalty: 910.587036
	Iteration 1F: 3 clusters Score -1789152 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1790116.875000 Penalty: 910.587036
	Iteration 2F: 3 clusters Score -1790117 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -1791750.000000 Penalty: 910.587036
	Iteration 3F: 3 clusters Score -1791750 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1793910.375000 Penalty: 910.587036
	Iteration 4F: 3 clusters Score -1793910 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1795675.625000 Penalty: 910.587036
	Iteration 5F: 3 clusters Score -1795676 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -1796462.000000 Penalty: 910.587036
	Iteration 6Q: 3 clusters Score -1796462 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1796684.750000 Penalty: 910.587036
	Iteration 7Q: 3 clusters Score -1796685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -1796743.875000 Penalty: 910.587036
	Iteration 8Q: 3 clusters Score -1796744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -1796756.875000 Penalty: 910.587036
	Iteration 9Q: 3 clusters Score -1796757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -1796758.000000 Penalty: 910.587036
	Iteration 10Q: 3 clusters Score -1796758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1796761.125000 Penalty: 910.587036
	Iteration 11Q: 3 clusters Score -1796761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -1796761.125000 Penalty: 910.587036
	Iteration 12F: 3 clusters Score -1796761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -99023.656250 Penalty: 323.499512
	Iteration 0F: 2 clusters Score -99023.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98074.414062 Penalty: 646.999023
	Iteration 0F: 3 clusters Score -98074.41 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -98357.796875 Penalty: 646.999023
	Iteration 1F: 3 clusters Score -98357.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98405.835938 Penalty: 646.999023
	Iteration 2F: 3 clusters Score -98405.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98437.929688 Penalty: 646.999023
	Iteration 3Q: 3 clusters Score -98437.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98464.226562 Penalty: 646.999023
	Iteration 4Q: 3 clusters Score -98464.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98482.945312 Penalty: 646.999023
	Iteration 5Q: 3 clusters Score -98482.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98499.281250 Penalty: 646.999023
	Iteration 6Q: 3 clusters Score -98499.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -98516.367188 Penalty: 646.999023
	Iteration 7Q: 3 clusters Score -98516.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98534.835938 Penalty: 646.999023
	Iteration 8Q: 3 clusters Score -98534.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98554.804688 Penalty: 646.999023
	Iteration 9Q: 3 clusters Score -98554.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98571.625000 Penalty: 646.999023
	Iteration 10Q: 3 clusters Score -98571.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98585.414062 Penalty: 646.999023
	Iteration 11Q: 3 clusters Score -98585.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98598.804688 Penalty: 646.999023
	Iteration 12Q: 3 clusters Score -98598.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98619.289062 Penalty: 646.999023
	Iteration 13Q: 3 clusters Score -98619.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98634.625000 Penalty: 646.999023
	Iteration 14Q: 3 clusters Score -98634.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98641.164062 Penalty: 646.999023
	Iteration 15Q: 3 clusters Score -98641.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98645.945312 Penalty: 646.999023
	Iteration 16Q: 3 clusters Score -98645.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98655.492188 Penalty: 646.999023
	Iteration 17Q: 3 clusters Score -98655.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98665.992188 Penalty: 646.999023
	Iteration 18Q: 3 clusters Score -98665.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98676.156250 Penalty: 646.999023
	Iteration 19Q: 3 clusters Score -98676.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98685.070312 Penalty: 646.999023
	Iteration 20F: 3 clusters Score -98685.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98697.609375 Penalty: 646.999023
	Iteration 21Q: 3 clusters Score -98697.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98715.054688 Penalty: 646.999023
	Iteration 22Q: 3 clusters Score -98715.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98728.507812 Penalty: 646.999023
	Iteration 23Q: 3 clusters Score -98728.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -98735.718750 Penalty: 646.999023
	Iteration 24Q: 3 clusters Score -98735.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -98743.445312 Penalty: 646.999023
	Iteration 25Q: 3 clusters Score -98743.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98747.914062 Penalty: 646.999023
	Iteration 26Q: 3 clusters Score -98747.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98749.117188 Penalty: 646.999023
	Iteration 27Q: 3 clusters Score -98749.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98750.203125 Penalty: 646.999023
	Iteration 28Q: 3 clusters Score -98750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98750.742188 Penalty: 646.999023
	Iteration 29Q: 3 clusters Score -98750.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98750.742188 Penalty: 646.999023
	Iteration 30F: 3 clusters Score -98750.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18995.765625 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -18995.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18640.275391 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -18640.28 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18745.697266 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -18745.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18781.779297 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -18781.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18804.667969 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -18804.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18825.388672 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -18825.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18840.412109 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -18840.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -18856.544922 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -18856.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18867.158203 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -18867.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18875.421875 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -18875.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18878.929688 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -18878.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18880.097656 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -18880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18880.097656 Penalty: 519.949707
	Iteration 11F: 3 clusters Score -18880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -126972.562500 Penalty: 335.173248
	Iteration 0F: 2 clusters Score -126972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -125807.796875 Penalty: 670.346497
	Iteration 0F: 3 clusters Score -125807.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -126196.484375 Penalty: 670.346497
	Iteration 1F: 3 clusters Score -126196.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -126267.421875 Penalty: 670.346497
	Iteration 2F: 3 clusters Score -126267.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -126328.406250 Penalty: 670.346497
	Iteration 3F: 3 clusters Score -126328.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -126380.125000 Penalty: 670.346497
	Iteration 4Q: 3 clusters Score -126380.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126429.835938 Penalty: 670.346497
	Iteration 5Q: 3 clusters Score -126429.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -126472.367188 Penalty: 670.346497
	Iteration 6Q: 3 clusters Score -126472.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -126502.039062 Penalty: 670.346497
	Iteration 7Q: 3 clusters Score -126502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -126524.312500 Penalty: 670.346497
	Iteration 8Q: 3 clusters Score -126524.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -126542.359375 Penalty: 670.346497
	Iteration 9Q: 3 clusters Score -126542.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -126556.187500 Penalty: 670.346497
	Iteration 10Q: 3 clusters Score -126556.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -126567.835938 Penalty: 670.346497
	Iteration 11Q: 3 clusters Score -126567.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -126580.078125 Penalty: 670.346497
	Iteration 12Q: 3 clusters Score -126580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -126589.195312 Penalty: 670.346497
	Iteration 13Q: 3 clusters Score -126589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -126601.015625 Penalty: 670.346497
	Iteration 14Q: 3 clusters Score -126601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -126606.429688 Penalty: 670.346497
	Iteration 15Q: 3 clusters Score -126606.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -126613.664062 Penalty: 670.346497
	Iteration 16Q: 3 clusters Score -126613.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -126620.968750 Penalty: 670.346497
	Iteration 17Q: 3 clusters Score -126621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -126627.554688 Penalty: 670.346497
	Iteration 18Q: 3 clusters Score -126627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -126631.507812 Penalty: 670.346497
	Iteration 19Q: 3 clusters Score -126631.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -126634.015625 Penalty: 670.346497
	Iteration 20F: 3 clusters Score -126634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -126636.695312 Penalty: 670.346497
	Iteration 21Q: 3 clusters Score -126636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -126641.539062 Penalty: 670.346497
	Iteration 22Q: 3 clusters Score -126641.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -126652.039062 Penalty: 670.346497
	Iteration 23Q: 3 clusters Score -126652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -126663.835938 Penalty: 670.346497
	Iteration 24Q: 3 clusters Score -126663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -126668.343750 Penalty: 670.346497
	Iteration 25Q: 3 clusters Score -126668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -126669.898438 Penalty: 670.346497
	Iteration 26Q: 3 clusters Score -126669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -126671.328125 Penalty: 670.346497
	Iteration 27Q: 3 clusters Score -126671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -126672.343750 Penalty: 670.346497
	Iteration 28Q: 3 clusters Score -126672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -126673.593750 Penalty: 670.346497
	Iteration 29Q: 3 clusters Score -126673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -126673.710938 Penalty: 670.346497
	Iteration 30Q: 3 clusters Score -126673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -126673.710938 Penalty: 670.346497
	Iteration 31F: 3 clusters Score -126673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -25879.304688 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -25879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25419.787109 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -25419.79 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25561.923828 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -25561.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25616.238281 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -25616.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25639.003906 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -25639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25650.666016 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -25650.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25655.677734 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -25655.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25664.236328 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -25664.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25674.291016 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -25674.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25685.150391 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -25685.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25690.197266 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -25690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25691.943359 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -25691.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25693.732422 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -25693.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25694.816406 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -25694.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25696.638672 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -25696.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25699.265625 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -25699.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25701.761719 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -25701.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25701.761719 Penalty: 555.536194
	Iteration 16F: 3 clusters Score -25701.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Entering Unmasked Estep 
Score: -1631879.625000 Penalty: 450.676880
	Iteration 0F: 2 clusters Score -1631880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1618809.750000 Penalty: 901.353760
	Iteration 0F: 3 clusters Score -1618810 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1623949.625000 Penalty: 901.353760
	Iteration 1F: 3 clusters Score -1623950 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1624275.125000 Penalty: 901.353760
	Iteration 2Q: 3 clusters Score -1624275 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1624679.625000 Penalty: 901.353760
	Iteration 3F: 3 clusters Score -1624680 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1625077.250000 Penalty: 901.353760
	Iteration 4F: 3 clusters Score -1625077 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1625453.625000 Penalty: 901.353760
	Iteration 5Q: 3 clusters Score -1625454 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1625833.625000 Penalty: 901.353760
	Iteration 6Q: 3 clusters Score -1625834 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1626204.250000 Penalty: 901.353760
	Iteration 7Q: 3 clusters Score -1626204 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1626543.250000 Penalty: 901.353760
	Iteration 8Q: 3 clusters Score -1626543 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1626918.000000 Penalty: 901.353760
	Iteration 9Q: 3 clusters Score -1626918 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1627391.875000 Penalty: 901.353760
	Iteration 10Q: 3 clusters Score -1627392 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1628049.500000 Penalty: 901.353760
	Iteration 11Q: 3 clusters Score -1628050 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1628804.375000 Penalty: 901.353760
	Iteration 12Q: 3 clusters Score -1628804 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1629646.125000 Penalty: 901.353760
	Iteration 13F: 3 clusters Score -1629646 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1630324.875000 Penalty: 901.353760
	Iteration 14Q: 3 clusters Score -1630325 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1630760.375000 Penalty: 901.353760
	Iteration 15Q: 3 clusters Score -1630760 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1631009.125000 Penalty: 901.353760
	Iteration 16Q: 3 clusters Score -1631009 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1631143.500000 Penalty: 901.353760
	Iteration 17Q: 3 clusters Score -1631144 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1631250.500000 Penalty: 901.353760
	Iteration 18Q: 3 clusters Score -1631250 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1631338.750000 Penalty: 901.353760
	Iteration 19Q: 3 clusters Score -1631339 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1631390.750000 Penalty: 901.353760
	Iteration 20F: 3 clusters Score -1631391 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1631428.625000 Penalty: 901.353760
	Iteration 21Q: 3 clusters Score -1631429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1631445.875000 Penalty: 901.353760
	Iteration 22Q: 3 clusters Score -1631446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1631466.000000 Penalty: 901.353760
	Iteration 23Q: 3 clusters Score -1631466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1631469.125000 Penalty: 901.353760
	Iteration 24Q: 3 clusters Score -1631469 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1631480.750000 Penalty: 901.353760
	Iteration 25Q: 3 clusters Score -1631481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1631494.125000 Penalty: 901.353760
	Iteration 26Q: 3 clusters Score -1631494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1631499.750000 Penalty: 901.353760
	Iteration 27Q: 3 clusters Score -1631500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1631500.000000 Penalty: 901.353760
	Iteration 28Q: 3 clusters Score -1631500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1631507.875000 Penalty: 901.353760
	Iteration 29Q: 3 clusters Score -1631508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1631510.500000 Penalty: 901.353760
	Iteration 30Q: 3 clusters Score -1631510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1631515.750000 Penalty: 901.353760
	Iteration 31Q: 3 clusters Score -1631516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1631516.875000 Penalty: 901.353760
	Iteration 32Q: 3 clusters Score -1631517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1631513.500000 Penalty: 901.353760
	Iteration 33Q: 3 clusters Score -1631514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1631515.250000 Penalty: 901.353760
	Iteration 34Q: 3 clusters Score -1631515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1631514.500000 Penalty: 901.353760
	Iteration 35Q: 3 clusters Score -1631514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1631516.375000 Penalty: 901.353760
	Iteration 36Q: 3 clusters Score -1631516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1631516.500000 Penalty: 901.353760
	Iteration 37Q: 3 clusters Score -1631516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1631516.500000 Penalty: 901.353760
	Iteration 38Q: 3 clusters Score -1631516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1631516.500000 Penalty: 901.353760
	Iteration 39Q: 3 clusters Score -1631516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1631516.500000 Penalty: 901.353760
	Iteration 40F: 3 clusters Score -1631516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -89980.531250 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -89980.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89018.148438 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -89018.15 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -89322.039062 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -89322.04 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -89390.296875 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -89390.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -89475.203125 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -89475.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -89563.859375 Penalty: 648.473938
	Iteration 4F: 3 clusters Score -89563.86 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -89637.718750 Penalty: 648.473938
	Iteration 5F: 3 clusters Score -89637.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -89697.398438 Penalty: 648.473938
	Iteration 6F: 3 clusters Score -89697.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89732.203125 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -89732.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -89763.578125 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -89763.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -89796.476562 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -89796.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -89818.312500 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -89818.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -89830.343750 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -89830.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -89835.414062 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -89835.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89838.164062 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -89838.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -89840.992188 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -89840.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -89848.070312 Penalty: 648.473938
	Iteration 15Q: 3 clusters Score -89848.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -89849.289062 Penalty: 648.473938
	Iteration 16Q: 3 clusters Score -89849.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -89851.726562 Penalty: 648.473938
	Iteration 17Q: 3 clusters Score -89851.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -89852.851562 Penalty: 648.473938
	Iteration 18Q: 3 clusters Score -89852.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -89854.367188 Penalty: 648.473938
	Iteration 19Q: 3 clusters Score -89854.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -89854.812500 Penalty: 648.473938
	Iteration 20F: 3 clusters Score -89854.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -89856.062500 Penalty: 648.473938
	Iteration 21Q: 3 clusters Score -89856.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -89858.695312 Penalty: 648.473938
	Iteration 22Q: 3 clusters Score -89858.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -89861.750000 Penalty: 648.473938
	Iteration 23Q: 3 clusters Score -89861.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -89863.078125 Penalty: 648.473938
	Iteration 24Q: 3 clusters Score -89863.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89863.562500 Penalty: 648.473938
	Iteration 25Q: 3 clusters Score -89863.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -89865.773438 Penalty: 648.473938
	Iteration 26Q: 3 clusters Score -89865.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -89866.054688 Penalty: 648.473938
	Iteration 27Q: 3 clusters Score -89866.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -89866.937500 Penalty: 648.473938
	Iteration 28Q: 3 clusters Score -89866.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -89867.445312 Penalty: 648.473938
	Iteration 29Q: 3 clusters Score -89867.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -89867.757812 Penalty: 648.473938
	Iteration 30Q: 3 clusters Score -89867.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -89868.226562 Penalty: 648.473938
	Iteration 31Q: 3 clusters Score -89868.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -89868.226562 Penalty: 648.473938
	Iteration 32F: 3 clusters Score -89868.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -496776.468750 Penalty: 398.507751
	Iteration 0F: 2 clusters Score -496776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -492455.468750 Penalty: 797.015503
	Iteration 0F: 3 clusters Score -492455.5 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -494085.437500 Penalty: 797.015503
	Iteration 1F: 3 clusters Score -494085.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -494200.968750 Penalty: 797.015503
	Iteration 2Q: 3 clusters Score -494201 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -494298.937500 Penalty: 797.015503
	Iteration 3Q: 3 clusters Score -494298.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -494401.625000 Penalty: 797.015503
	Iteration 4Q: 3 clusters Score -494401.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -494547.093750 Penalty: 797.015503
	Iteration 5Q: 3 clusters Score -494547.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -494752.906250 Penalty: 797.015503
	Iteration 6Q: 3 clusters Score -494752.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -495067.625000 Penalty: 797.015503
	Iteration 7F: 3 clusters Score -495067.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -495423.031250 Penalty: 797.015503
	Iteration 8F: 3 clusters Score -495423 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -495699.531250 Penalty: 797.015503
	Iteration 9F: 3 clusters Score -495699.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -495879.531250 Penalty: 797.015503
	Iteration 10Q: 3 clusters Score -495879.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -495990.750000 Penalty: 797.015503
	Iteration 11Q: 3 clusters Score -495990.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -496079.500000 Penalty: 797.015503
	Iteration 12Q: 3 clusters Score -496079.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -496139.406250 Penalty: 797.015503
	Iteration 13Q: 3 clusters Score -496139.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -496176.812500 Penalty: 797.015503
	Iteration 14Q: 3 clusters Score -496176.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -496211.656250 Penalty: 797.015503
	Iteration 15Q: 3 clusters Score -496211.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -496229.625000 Penalty: 797.015503
	Iteration 16Q: 3 clusters Score -496229.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -496242.812500 Penalty: 797.015503
	Iteration 17Q: 3 clusters Score -496242.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -496252.750000 Penalty: 797.015503
	Iteration 18Q: 3 clusters Score -496252.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -496263.406250 Penalty: 797.015503
	Iteration 19Q: 3 clusters Score -496263.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -496270.906250 Penalty: 797.015503
	Iteration 20F: 3 clusters Score -496270.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -496277.218750 Penalty: 797.015503
	Iteration 21Q: 3 clusters Score -496277.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -496284.468750 Penalty: 797.015503
	Iteration 22Q: 3 clusters Score -496284.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -496291.062500 Penalty: 797.015503
	Iteration 23Q: 3 clusters Score -496291.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -496293.218750 Penalty: 797.015503
	Iteration 24Q: 3 clusters Score -496293.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -496296.500000 Penalty: 797.015503
	Iteration 25Q: 3 clusters Score -496296.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -496297.000000 Penalty: 797.015503
	Iteration 26Q: 3 clusters Score -496297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -496299.281250 Penalty: 797.015503
	Iteration 27Q: 3 clusters Score -496299.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -496302.656250 Penalty: 797.015503
	Iteration 28Q: 3 clusters Score -496302.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -496304.531250 Penalty: 797.015503
	Iteration 29Q: 3 clusters Score -496304.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -496307.406250 Penalty: 797.015503
	Iteration 30Q: 3 clusters Score -496307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -496310.687500 Penalty: 797.015503
	Iteration 31Q: 3 clusters Score -496310.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -496313.968750 Penalty: 797.015503
	Iteration 32Q: 3 clusters Score -496314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -496315.062500 Penalty: 797.015503
	Iteration 33Q: 3 clusters Score -496315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -496316.812500 Penalty: 797.015503
	Iteration 34Q: 3 clusters Score -496316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -496316.937500 Penalty: 797.015503
	Iteration 35Q: 3 clusters Score -496316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -496318.437500 Penalty: 797.015503
	Iteration 36Q: 3 clusters Score -496318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -496318.968750 Penalty: 797.015503
	Iteration 37Q: 3 clusters Score -496319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -496317.312500 Penalty: 797.015503
	Iteration 38Q: 3 clusters Score -496317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -496319.656250 Penalty: 797.015503
	Iteration 39Q: 3 clusters Score -496319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -496318.187500 Penalty: 797.015503
	Iteration 40F: 3 clusters Score -496318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -496319.187500 Penalty: 797.015503
	Iteration 41Q: 3 clusters Score -496319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -496318.281250 Penalty: 797.015503
	Iteration 42Q: 3 clusters Score -496318.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -496320.468750 Penalty: 797.015503
	Iteration 43Q: 3 clusters Score -496320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -496320.093750 Penalty: 797.015503
	Iteration 44Q: 3 clusters Score -496320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -496321.156250 Penalty: 797.015503
	Iteration 45Q: 3 clusters Score -496321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -496320.187500 Penalty: 797.015503
	Iteration 46Q: 3 clusters Score -496320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -496322.218750 Penalty: 797.015503
	Iteration 47Q: 3 clusters Score -496322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -496322.937500 Penalty: 797.015503
	Iteration 48Q: 3 clusters Score -496322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496323.718750 Penalty: 797.015503
	Iteration 49Q: 3 clusters Score -496323.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -496324.531250 Penalty: 797.015503
	Iteration 50Q: 3 clusters Score -496324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -496324.156250 Penalty: 797.015503
	Iteration 51Q: 3 clusters Score -496324.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -496323.906250 Penalty: 797.015503
	Iteration 52Q: 3 clusters Score -496323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496323.843750 Penalty: 797.015503
	Iteration 53Q: 3 clusters Score -496323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -496324.531250 Penalty: 797.015503
	Iteration 54Q: 3 clusters Score -496324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -496324.531250 Penalty: 797.015503
	Iteration 55F: 3 clusters Score -496324.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -247131.796875 Penalty: 368.887573
	Iteration 0F: 2 clusters Score -247131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -244897.875000 Penalty: 737.775146
	Iteration 0F: 3 clusters Score -244897.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -245720.671875 Penalty: 737.775146
	Iteration 1F: 3 clusters Score -245720.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245791.578125 Penalty: 737.775146
	Iteration 2F: 3 clusters Score -245791.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -245847.203125 Penalty: 737.775146
	Iteration 3Q: 3 clusters Score -245847.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -245909.437500 Penalty: 737.775146
	Iteration 4Q: 3 clusters Score -245909.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -245983.343750 Penalty: 737.775146
	Iteration 5Q: 3 clusters Score -245983.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -246068.156250 Penalty: 737.775146
	Iteration 6Q: 3 clusters Score -246068.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -246160.671875 Penalty: 737.775146
	Iteration 7F: 3 clusters Score -246160.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -246257.203125 Penalty: 737.775146
	Iteration 8Q: 3 clusters Score -246257.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -246364.421875 Penalty: 737.775146
	Iteration 9F: 3 clusters Score -246364.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -246453.765625 Penalty: 737.775146
	Iteration 10Q: 3 clusters Score -246453.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -246552.359375 Penalty: 737.775146
	Iteration 11Q: 3 clusters Score -246552.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -246668.906250 Penalty: 737.775146
	Iteration 12Q: 3 clusters Score -246668.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -246770.390625 Penalty: 737.775146
	Iteration 13Q: 3 clusters Score -246770.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -246816.468750 Penalty: 737.775146
	Iteration 14Q: 3 clusters Score -246816.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -246837.687500 Penalty: 737.775146
	Iteration 15Q: 3 clusters Score -246837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -246849.343750 Penalty: 737.775146
	Iteration 16Q: 3 clusters Score -246849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -246859.328125 Penalty: 737.775146
	Iteration 17Q: 3 clusters Score -246859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -246870.093750 Penalty: 737.775146
	Iteration 18Q: 3 clusters Score -246870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -246877.015625 Penalty: 737.775146
	Iteration 19Q: 3 clusters Score -246877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -246886.359375 Penalty: 737.775146
	Iteration 20F: 3 clusters Score -246886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -246895.734375 Penalty: 737.775146
	Iteration 21Q: 3 clusters Score -246895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -246898.062500 Penalty: 737.775146
	Iteration 22Q: 3 clusters Score -246898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -246898.062500 Penalty: 737.775146
	Iteration 23F: 3 clusters Score -246898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 116 members 
Entering Unmasked Estep 
Score: -16047.766602 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16047.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -16138.154297 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16138.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16176.925781 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16176.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16187.609375 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16187.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16192.510742 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16192.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16195.904297 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16195.904297 Penalty: 499.116516
	Iteration 6F: 3 clusters Score -16195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -232705.203125 Penalty: 366.883667
	Iteration 0F: 2 clusters Score -232705.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -230560.046875 Penalty: 733.767334
	Iteration 0F: 3 clusters Score -230560 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -231336.843750 Penalty: 733.767334
	Iteration 1F: 3 clusters Score -231336.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -231437.437500 Penalty: 733.767334
	Iteration 2F: 3 clusters Score -231437.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -231526.671875 Penalty: 733.767334
	Iteration 3F: 3 clusters Score -231526.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -231616.500000 Penalty: 733.767334
	Iteration 4Q: 3 clusters Score -231616.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231721.156250 Penalty: 733.767334
	Iteration 5Q: 3 clusters Score -231721.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231796.750000 Penalty: 733.767334
	Iteration 6Q: 3 clusters Score -231796.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -231857.453125 Penalty: 733.767334
	Iteration 7Q: 3 clusters Score -231857.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231893.390625 Penalty: 733.767334
	Iteration 8Q: 3 clusters Score -231893.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -231924.359375 Penalty: 733.767334
	Iteration 9Q: 3 clusters Score -231924.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231947.781250 Penalty: 733.767334
	Iteration 10Q: 3 clusters Score -231947.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231967.156250 Penalty: 733.767334
	Iteration 11Q: 3 clusters Score -231967.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231989.093750 Penalty: 733.767334
	Iteration 12Q: 3 clusters Score -231989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232003.656250 Penalty: 733.767334
	Iteration 13Q: 3 clusters Score -232003.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -232016.906250 Penalty: 733.767334
	Iteration 14Q: 3 clusters Score -232016.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232026.218750 Penalty: 733.767334
	Iteration 15Q: 3 clusters Score -232026.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -232034.218750 Penalty: 733.767334
	Iteration 16Q: 3 clusters Score -232034.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -232039.640625 Penalty: 733.767334
	Iteration 17Q: 3 clusters Score -232039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -232042.359375 Penalty: 733.767334
	Iteration 18Q: 3 clusters Score -232042.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -232045.281250 Penalty: 733.767334
	Iteration 19Q: 3 clusters Score -232045.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -232047.140625 Penalty: 733.767334
	Iteration 20F: 3 clusters Score -232047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -232049.203125 Penalty: 733.767334
	Iteration 21Q: 3 clusters Score -232049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232050.375000 Penalty: 733.767334
	Iteration 22Q: 3 clusters Score -232050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -232051.671875 Penalty: 733.767334
	Iteration 23Q: 3 clusters Score -232051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -232052.812500 Penalty: 733.767334
	Iteration 24Q: 3 clusters Score -232052.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232054.281250 Penalty: 733.767334
	Iteration 25Q: 3 clusters Score -232054.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -232057.234375 Penalty: 733.767334
	Iteration 26Q: 3 clusters Score -232057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -232060.640625 Penalty: 733.767334
	Iteration 27Q: 3 clusters Score -232060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -232066.437500 Penalty: 733.767334
	Iteration 28Q: 3 clusters Score -232066.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -232073.828125 Penalty: 733.767334
	Iteration 29Q: 3 clusters Score -232073.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -232081.609375 Penalty: 733.767334
	Iteration 30Q: 3 clusters Score -232081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -232091.937500 Penalty: 733.767334
	Iteration 31Q: 3 clusters Score -232091.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232102.859375 Penalty: 733.767334
	Iteration 32Q: 3 clusters Score -232102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -232113.859375 Penalty: 733.767334
	Iteration 33Q: 3 clusters Score -232113.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -232128.359375 Penalty: 733.767334
	Iteration 34Q: 3 clusters Score -232128.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -232141.703125 Penalty: 733.767334
	Iteration 35Q: 3 clusters Score -232141.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -232163.640625 Penalty: 733.767334
	Iteration 36Q: 3 clusters Score -232163.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -232187.546875 Penalty: 733.767334
	Iteration 37Q: 3 clusters Score -232187.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -232207.781250 Penalty: 733.767334
	Iteration 38Q: 3 clusters Score -232207.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -232227.656250 Penalty: 733.767334
	Iteration 39Q: 3 clusters Score -232227.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -232240.437500 Penalty: 733.767334
	Iteration 40F: 3 clusters Score -232240.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -232254.359375 Penalty: 733.767334
	Iteration 41Q: 3 clusters Score -232254.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -232267.828125 Penalty: 733.767334
	Iteration 42Q: 3 clusters Score -232267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -232283.546875 Penalty: 733.767334
	Iteration 43Q: 3 clusters Score -232283.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -232298.968750 Penalty: 733.767334
	Iteration 44Q: 3 clusters Score -232299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -232315.406250 Penalty: 733.767334
	Iteration 45Q: 3 clusters Score -232315.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -232330.843750 Penalty: 733.767334
	Iteration 46Q: 3 clusters Score -232330.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -232351.593750 Penalty: 733.767334
	Iteration 47Q: 3 clusters Score -232351.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -232362.515625 Penalty: 733.767334
	Iteration 48Q: 3 clusters Score -232362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -232371.703125 Penalty: 733.767334
	Iteration 49Q: 3 clusters Score -232371.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -232381.984375 Penalty: 733.767334
	Iteration 50Q: 3 clusters Score -232382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -232391.484375 Penalty: 733.767334
	Iteration 51Q: 3 clusters Score -232391.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -232399.765625 Penalty: 733.767334
	Iteration 52Q: 3 clusters Score -232399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -232409.296875 Penalty: 733.767334
	Iteration 53Q: 3 clusters Score -232409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -232415.640625 Penalty: 733.767334
	Iteration 54Q: 3 clusters Score -232415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -232416.703125 Penalty: 733.767334
	Iteration 55Q: 3 clusters Score -232416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -232417.546875 Penalty: 733.767334
	Iteration 56Q: 3 clusters Score -232417.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -232418.812500 Penalty: 733.767334
	Iteration 57Q: 3 clusters Score -232418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -232419.546875 Penalty: 733.767334
	Iteration 58Q: 3 clusters Score -232419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -232419.546875 Penalty: 733.767334
	Iteration 59F: 3 clusters Score -232419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -484062.656250 Penalty: 397.488342
	Iteration 0F: 2 clusters Score -484062.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -479858.812500 Penalty: 794.976685
	Iteration 0F: 3 clusters Score -479858.8 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -481726.031250 Penalty: 794.976685
	Iteration 1F: 3 clusters Score -481726 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -481926.031250 Penalty: 794.976685
	Iteration 2F: 3 clusters Score -481926 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -482141.906250 Penalty: 794.976685
	Iteration 3F: 3 clusters Score -482141.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -482396.437500 Penalty: 794.976685
	Iteration 4F: 3 clusters Score -482396.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -482653.250000 Penalty: 794.976685
	Iteration 5Q: 3 clusters Score -482653.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -482939.406250 Penalty: 794.976685
	Iteration 6Q: 3 clusters Score -482939.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -483149.656250 Penalty: 794.976685
	Iteration 7Q: 3 clusters Score -483149.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -483289.968750 Penalty: 794.976685
	Iteration 8Q: 3 clusters Score -483290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -483362.062500 Penalty: 794.976685
	Iteration 9Q: 3 clusters Score -483362.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -483406.562500 Penalty: 794.976685
	Iteration 10Q: 3 clusters Score -483406.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -483441.000000 Penalty: 794.976685
	Iteration 11Q: 3 clusters Score -483441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -483470.031250 Penalty: 794.976685
	Iteration 12Q: 3 clusters Score -483470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -483491.656250 Penalty: 794.976685
	Iteration 13Q: 3 clusters Score -483491.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -483515.500000 Penalty: 794.976685
	Iteration 14Q: 3 clusters Score -483515.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -483533.750000 Penalty: 794.976685
	Iteration 15Q: 3 clusters Score -483533.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -483550.562500 Penalty: 794.976685
	Iteration 16Q: 3 clusters Score -483550.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -483569.531250 Penalty: 794.976685
	Iteration 17Q: 3 clusters Score -483569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -483584.093750 Penalty: 794.976685
	Iteration 18Q: 3 clusters Score -483584.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -483605.281250 Penalty: 794.976685
	Iteration 19Q: 3 clusters Score -483605.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -483618.968750 Penalty: 794.976685
	Iteration 20F: 3 clusters Score -483619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -483630.406250 Penalty: 794.976685
	Iteration 21Q: 3 clusters Score -483630.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -483641.250000 Penalty: 794.976685
	Iteration 22Q: 3 clusters Score -483641.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -483647.968750 Penalty: 794.976685
	Iteration 23Q: 3 clusters Score -483648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -483654.781250 Penalty: 794.976685
	Iteration 24Q: 3 clusters Score -483654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -483662.562500 Penalty: 794.976685
	Iteration 25Q: 3 clusters Score -483662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -483672.093750 Penalty: 794.976685
	Iteration 26Q: 3 clusters Score -483672.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -483680.812500 Penalty: 794.976685
	Iteration 27Q: 3 clusters Score -483680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -483690.687500 Penalty: 794.976685
	Iteration 28Q: 3 clusters Score -483690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -483699.000000 Penalty: 794.976685
	Iteration 29Q: 3 clusters Score -483699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -483709.062500 Penalty: 794.976685
	Iteration 30Q: 3 clusters Score -483709.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -483716.968750 Penalty: 794.976685
	Iteration 31Q: 3 clusters Score -483717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -483725.500000 Penalty: 794.976685
	Iteration 32Q: 3 clusters Score -483725.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -483728.062500 Penalty: 794.976685
	Iteration 33Q: 3 clusters Score -483728.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -483731.531250 Penalty: 794.976685
	Iteration 34Q: 3 clusters Score -483731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -483731.843750 Penalty: 794.976685
	Iteration 35Q: 3 clusters Score -483731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -483733.875000 Penalty: 794.976685
	Iteration 36Q: 3 clusters Score -483733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -483735.031250 Penalty: 794.976685
	Iteration 37Q: 3 clusters Score -483735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -483735.000000 Penalty: 794.976685
	Iteration 38Q: 3 clusters Score -483735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -483735.000000 Penalty: 794.976685
	Iteration 39F: 3 clusters Score -483735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -788398.250000 Penalty: 417.932526
	Iteration 0F: 2 clusters Score -788398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -781833.937500 Penalty: 835.865051
	Iteration 0F: 3 clusters Score -781833.9 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -784439.875000 Penalty: 835.865051
	Iteration 1F: 3 clusters Score -784439.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -784615.687500 Penalty: 835.865051
	Iteration 2Q: 3 clusters Score -784615.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -784829.187500 Penalty: 835.865051
	Iteration 3Q: 3 clusters Score -784829.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -785100.562500 Penalty: 835.865051
	Iteration 4Q: 3 clusters Score -785100.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -785506.750000 Penalty: 835.865051
	Iteration 5F: 3 clusters Score -785506.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -786023.500000 Penalty: 835.865051
	Iteration 6F: 3 clusters Score -786023.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -786367.437500 Penalty: 835.865051
	Iteration 7F: 3 clusters Score -786367.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -786513.375000 Penalty: 835.865051
	Iteration 8Q: 3 clusters Score -786513.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -786582.750000 Penalty: 835.865051
	Iteration 9Q: 3 clusters Score -786582.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -786643.187500 Penalty: 835.865051
	Iteration 10Q: 3 clusters Score -786643.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -786694.500000 Penalty: 835.865051
	Iteration 11Q: 3 clusters Score -786694.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -786763.562500 Penalty: 835.865051
	Iteration 12Q: 3 clusters Score -786763.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -786836.250000 Penalty: 835.865051
	Iteration 13Q: 3 clusters Score -786836.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -786915.625000 Penalty: 835.865051
	Iteration 14Q: 3 clusters Score -786915.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -787003.500000 Penalty: 835.865051
	Iteration 15Q: 3 clusters Score -787003.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -787084.125000 Penalty: 835.865051
	Iteration 16Q: 3 clusters Score -787084.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -787176.000000 Penalty: 835.865051
	Iteration 17Q: 3 clusters Score -787176 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -787291.437500 Penalty: 835.865051
	Iteration 18Q: 3 clusters Score -787291.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -787410.812500 Penalty: 835.865051
	Iteration 19Q: 3 clusters Score -787410.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -787525.937500 Penalty: 835.865051
	Iteration 20F: 3 clusters Score -787525.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -787654.687500 Penalty: 835.865051
	Iteration 21Q: 3 clusters Score -787654.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -787777.062500 Penalty: 835.865051
	Iteration 22Q: 3 clusters Score -787777.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -787868.437500 Penalty: 835.865051
	Iteration 23Q: 3 clusters Score -787868.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -787931.500000 Penalty: 835.865051
	Iteration 24Q: 3 clusters Score -787931.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -787972.437500 Penalty: 835.865051
	Iteration 25Q: 3 clusters Score -787972.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -787999.437500 Penalty: 835.865051
	Iteration 26Q: 3 clusters Score -787999.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -788009.000000 Penalty: 835.865051
	Iteration 27Q: 3 clusters Score -788009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -788019.687500 Penalty: 835.865051
	Iteration 28Q: 3 clusters Score -788019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -788026.062500 Penalty: 835.865051
	Iteration 29Q: 3 clusters Score -788026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -788029.875000 Penalty: 835.865051
	Iteration 30Q: 3 clusters Score -788029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -788029.875000 Penalty: 835.865051
	Iteration 31F: 3 clusters Score -788029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -178792.359375 Penalty: 352.001984
	Iteration 0F: 2 clusters Score -178792.4 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 1079 members 
Entering Unmasked Estep 
Score: -177190.093750 Penalty: 704.003967
	Iteration 0F: 3 clusters Score -177190.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177857.796875 Penalty: 704.003967
	Iteration 1F: 3 clusters Score -177857.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -177991.859375 Penalty: 704.003967
	Iteration 2F: 3 clusters Score -177991.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -178096.750000 Penalty: 704.003967
	Iteration 3F: 3 clusters Score -178096.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -178194.687500 Penalty: 704.003967
	Iteration 4F: 3 clusters Score -178194.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -178289.171875 Penalty: 704.003967
	Iteration 5Q: 3 clusters Score -178289.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -178367.140625 Penalty: 704.003967
	Iteration 6Q: 3 clusters Score -178367.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -178426.546875 Penalty: 704.003967
	Iteration 7Q: 3 clusters Score -178426.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -178469.687500 Penalty: 704.003967
	Iteration 8Q: 3 clusters Score -178469.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -178496.750000 Penalty: 704.003967
	Iteration 9Q: 3 clusters Score -178496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -178508.468750 Penalty: 704.003967
	Iteration 10Q: 3 clusters Score -178508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -178513.578125 Penalty: 704.003967
	Iteration 11Q: 3 clusters Score -178513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -178515.281250 Penalty: 704.003967
	Iteration 12Q: 3 clusters Score -178515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -178515.640625 Penalty: 704.003967
	Iteration 13Q: 3 clusters Score -178515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -178516.328125 Penalty: 704.003967
	Iteration 14Q: 3 clusters Score -178516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -178516.625000 Penalty: 704.003967
	Iteration 15Q: 3 clusters Score -178516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -178516.625000 Penalty: 704.003967
	Iteration 16F: 3 clusters Score -178516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13379.501953 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13379.5 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 179 members 
Entering Unmasked Estep 
Score: -13009.864258 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -13009.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13150.263672 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13150.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13212.305664 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -13212.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13238.332031 Penalty: 530.967773
	Iteration 3Q: 3 clusters Score -13238.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13246.111328 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -13246.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13251.962891 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -13251.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13258.559570 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -13258.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13263.059570 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -13263.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13264.047852 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -13264.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13264.047852 Penalty: 530.967773
	Iteration 9F: 3 clusters Score -13264.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Entering Unmasked Estep 
Score: -1326727.500000 Penalty: 443.600525
	Iteration 0F: 2 clusters Score -1326728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1315259.375000 Penalty: 887.201050
	Iteration 0F: 3 clusters Score -1315259 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1319985.000000 Penalty: 887.201050
	Iteration 1F: 3 clusters Score -1319985 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1320259.250000 Penalty: 887.201050
	Iteration 2Q: 3 clusters Score -1320259 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1320716.625000 Penalty: 887.201050
	Iteration 3F: 3 clusters Score -1320717 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1321399.250000 Penalty: 887.201050
	Iteration 4F: 3 clusters Score -1321399 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1322320.375000 Penalty: 887.201050
	Iteration 5F: 3 clusters Score -1322320 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1323302.375000 Penalty: 887.201050
	Iteration 6F: 3 clusters Score -1323302 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1324098.375000 Penalty: 887.201050
	Iteration 7F: 3 clusters Score -1324098 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1324578.625000 Penalty: 887.201050
	Iteration 8Q: 3 clusters Score -1324579 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1324856.500000 Penalty: 887.201050
	Iteration 9Q: 3 clusters Score -1324856 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1325095.875000 Penalty: 887.201050
	Iteration 10Q: 3 clusters Score -1325096 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1325286.125000 Penalty: 887.201050
	Iteration 11Q: 3 clusters Score -1325286 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1325453.250000 Penalty: 887.201050
	Iteration 12Q: 3 clusters Score -1325453 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1325575.750000 Penalty: 887.201050
	Iteration 13Q: 3 clusters Score -1325576 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1325691.625000 Penalty: 887.201050
	Iteration 14Q: 3 clusters Score -1325692 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1325803.250000 Penalty: 887.201050
	Iteration 15Q: 3 clusters Score -1325803 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1325884.500000 Penalty: 887.201050
	Iteration 16Q: 3 clusters Score -1325884 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1325945.375000 Penalty: 887.201050
	Iteration 17Q: 3 clusters Score -1325945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1326012.125000 Penalty: 887.201050
	Iteration 18Q: 3 clusters Score -1326012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1326082.500000 Penalty: 887.201050
	Iteration 19Q: 3 clusters Score -1326082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1326160.625000 Penalty: 887.201050
	Iteration 20F: 3 clusters Score -1326161 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1326210.875000 Penalty: 887.201050
	Iteration 21Q: 3 clusters Score -1326211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1326243.375000 Penalty: 887.201050
	Iteration 22Q: 3 clusters Score -1326243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1326271.875000 Penalty: 887.201050
	Iteration 23Q: 3 clusters Score -1326272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1326299.500000 Penalty: 887.201050
	Iteration 24Q: 3 clusters Score -1326300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1326319.750000 Penalty: 887.201050
	Iteration 25Q: 3 clusters Score -1326320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1326332.375000 Penalty: 887.201050
	Iteration 26Q: 3 clusters Score -1326332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1326340.250000 Penalty: 887.201050
	Iteration 27Q: 3 clusters Score -1326340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1326346.000000 Penalty: 887.201050
	Iteration 28Q: 3 clusters Score -1326346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1326354.250000 Penalty: 887.201050
	Iteration 29Q: 3 clusters Score -1326354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1326360.250000 Penalty: 887.201050
	Iteration 30Q: 3 clusters Score -1326360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1326362.750000 Penalty: 887.201050
	Iteration 31Q: 3 clusters Score -1326363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1326368.375000 Penalty: 887.201050
	Iteration 32Q: 3 clusters Score -1326368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1326369.875000 Penalty: 887.201050
	Iteration 33Q: 3 clusters Score -1326370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1326370.375000 Penalty: 887.201050
	Iteration 34Q: 3 clusters Score -1326370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1326371.625000 Penalty: 887.201050
	Iteration 35Q: 3 clusters Score -1326372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -1326373.875000 Penalty: 887.201050
	Iteration 36Q: 3 clusters Score -1326374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1326374.375000 Penalty: 887.201050
	Iteration 37Q: 3 clusters Score -1326374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1326374.875000 Penalty: 887.201050
	Iteration 38Q: 3 clusters Score -1326375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1326374.375000 Penalty: 887.201050
	Iteration 39Q: 3 clusters Score -1326374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1326374.375000 Penalty: 887.201050
	Iteration 40F: 3 clusters Score -1326374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -1326374.500000 Penalty: 887.201050
	Iteration 41Q: 3 clusters Score -1326374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1326374.250000 Penalty: 887.201050
	Iteration 42Q: 3 clusters Score -1326374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1326373.625000 Penalty: 887.201050
	Iteration 43Q: 3 clusters Score -1326374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1326374.625000 Penalty: 887.201050
	Iteration 44Q: 3 clusters Score -1326375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1326374.625000 Penalty: 887.201050
	Iteration 45F: 3 clusters Score -1326375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -214356.156250 Penalty: 363.324066
	Iteration 0F: 2 clusters Score -214356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -212330.859375 Penalty: 726.648132
	Iteration 0F: 3 clusters Score -212330.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213088.843750 Penalty: 726.648132
	Iteration 1F: 3 clusters Score -213088.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -213210.609375 Penalty: 726.648132
	Iteration 2F: 3 clusters Score -213210.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -213314.828125 Penalty: 726.648132
	Iteration 3F: 3 clusters Score -213314.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -213413.734375 Penalty: 726.648132
	Iteration 4F: 3 clusters Score -213413.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213488.281250 Penalty: 726.648132
	Iteration 5Q: 3 clusters Score -213488.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213543.890625 Penalty: 726.648132
	Iteration 6Q: 3 clusters Score -213543.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213589.484375 Penalty: 726.648132
	Iteration 7Q: 3 clusters Score -213589.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -213628.375000 Penalty: 726.648132
	Iteration 8Q: 3 clusters Score -213628.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -213669.484375 Penalty: 726.648132
	Iteration 9Q: 3 clusters Score -213669.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213711.687500 Penalty: 726.648132
	Iteration 10Q: 3 clusters Score -213711.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -213757.312500 Penalty: 726.648132
	Iteration 11Q: 3 clusters Score -213757.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -213800.078125 Penalty: 726.648132
	Iteration 12Q: 3 clusters Score -213800.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -213836.296875 Penalty: 726.648132
	Iteration 13Q: 3 clusters Score -213836.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -213868.296875 Penalty: 726.648132
	Iteration 14Q: 3 clusters Score -213868.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -213903.484375 Penalty: 726.648132
	Iteration 15Q: 3 clusters Score -213903.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -213939.281250 Penalty: 726.648132
	Iteration 16Q: 3 clusters Score -213939.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -213969.937500 Penalty: 726.648132
	Iteration 17Q: 3 clusters Score -213969.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -213982.968750 Penalty: 726.648132
	Iteration 18Q: 3 clusters Score -213983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -213998.312500 Penalty: 726.648132
	Iteration 19Q: 3 clusters Score -213998.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -214022.203125 Penalty: 726.648132
	Iteration 20F: 3 clusters Score -214022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -214041.515625 Penalty: 726.648132
	Iteration 21Q: 3 clusters Score -214041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -214048.734375 Penalty: 726.648132
	Iteration 22Q: 3 clusters Score -214048.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -214053.718750 Penalty: 726.648132
	Iteration 23Q: 3 clusters Score -214053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -214056.375000 Penalty: 726.648132
	Iteration 24Q: 3 clusters Score -214056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -214058.609375 Penalty: 726.648132
	Iteration 25Q: 3 clusters Score -214058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -214061.640625 Penalty: 726.648132
	Iteration 26Q: 3 clusters Score -214061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -214062.234375 Penalty: 726.648132
	Iteration 27Q: 3 clusters Score -214062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -214062.234375 Penalty: 726.648132
	Iteration 28F: 3 clusters Score -214062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -3677.127930 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -3677.128 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 108 members 
Entering Unmasked Estep 
Score: -3398.078369 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -3398.078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3550.874512 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -3550.875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3599.769531 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -3599.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3624.813965 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -3624.814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -3634.076416 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -3634.076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3634.598145 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -3634.598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3634.598145 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -3634.598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -48355.375000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -48355.38 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 353 members 
Entering Unmasked Estep 
Score: -47710.011719 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -47710.01 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47899.757812 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -47899.76 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48023.609375 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -48023.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48147.898438 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -48147.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48205.652344 Penalty: 595.364929
	Iteration 4F: 3 clusters Score -48205.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48236.835938 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -48236.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48253.773438 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -48253.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48262.656250 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -48262.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48268.574219 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -48268.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48277.246094 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -48277.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48283.582031 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -48283.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48286.488281 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -48286.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48289.160156 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -48289.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48290.976562 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -48290.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48290.976562 Penalty: 595.364929
	Iteration 14F: 3 clusters Score -48290.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -76459.914062 Penalty: 310.657135
	Iteration 0F: 2 clusters Score -76459.91 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 449 members 
Entering Unmasked Estep 
Score: -75689.078125 Penalty: 621.314270
	Iteration 0F: 3 clusters Score -75689.08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75872.351562 Penalty: 621.314270
	Iteration 1F: 3 clusters Score -75872.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75926.562500 Penalty: 621.314270
	Iteration 2F: 3 clusters Score -75926.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75975.132812 Penalty: 621.314270
	Iteration 3F: 3 clusters Score -75975.13 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76004.070312 Penalty: 621.314270
	Iteration 4F: 3 clusters Score -76004.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76017.625000 Penalty: 621.314270
	Iteration 5Q: 3 clusters Score -76017.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76028.429688 Penalty: 621.314270
	Iteration 6Q: 3 clusters Score -76028.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76042.140625 Penalty: 621.314270
	Iteration 7Q: 3 clusters Score -76042.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76053.054688 Penalty: 621.314270
	Iteration 8Q: 3 clusters Score -76053.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76062.390625 Penalty: 621.314270
	Iteration 9Q: 3 clusters Score -76062.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76073.382812 Penalty: 621.314270
	Iteration 10Q: 3 clusters Score -76073.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -76086.085938 Penalty: 621.314270
	Iteration 11Q: 3 clusters Score -76086.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76096.117188 Penalty: 621.314270
	Iteration 12Q: 3 clusters Score -76096.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -76102.523438 Penalty: 621.314270
	Iteration 13Q: 3 clusters Score -76102.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -76109.710938 Penalty: 621.314270
	Iteration 14Q: 3 clusters Score -76109.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -76115.750000 Penalty: 621.314270
	Iteration 15Q: 3 clusters Score -76115.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -76124.945312 Penalty: 621.314270
	Iteration 16Q: 3 clusters Score -76124.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -76128.796875 Penalty: 621.314270
	Iteration 17Q: 3 clusters Score -76128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -76129.914062 Penalty: 621.314270
	Iteration 18Q: 3 clusters Score -76129.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -76132.460938 Penalty: 621.314270
	Iteration 19Q: 3 clusters Score -76132.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -76134.414062 Penalty: 621.314270
	Iteration 20F: 3 clusters Score -76134.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -76135.445312 Penalty: 621.314270
	Iteration 21Q: 3 clusters Score -76135.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -76135.445312 Penalty: 621.314270
	Iteration 22F: 3 clusters Score -76135.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -43733.941406 Penalty: 295.258820
	Iteration 0F: 2 clusters Score -43733.94 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 321 members 
Entering Unmasked Estep 
Score: -43171.414062 Penalty: 590.517639
	Iteration 0F: 3 clusters Score -43171.41 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43371.796875 Penalty: 590.517639
	Iteration 1F: 3 clusters Score -43371.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43430.078125 Penalty: 590.517639
	Iteration 2F: 3 clusters Score -43430.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43458.394531 Penalty: 590.517639
	Iteration 3F: 3 clusters Score -43458.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43477.308594 Penalty: 590.517639
	Iteration 4Q: 3 clusters Score -43477.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43488.035156 Penalty: 590.517639
	Iteration 5Q: 3 clusters Score -43488.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43498.777344 Penalty: 590.517639
	Iteration 6Q: 3 clusters Score -43498.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43502.878906 Penalty: 590.517639
	Iteration 7Q: 3 clusters Score -43502.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43505.566406 Penalty: 590.517639
	Iteration 8Q: 3 clusters Score -43505.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43507.074219 Penalty: 590.517639
	Iteration 9Q: 3 clusters Score -43507.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43508.066406 Penalty: 590.517639
	Iteration 10Q: 3 clusters Score -43508.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43509.199219 Penalty: 590.517639
	Iteration 11Q: 3 clusters Score -43509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43509.957031 Penalty: 590.517639
	Iteration 12Q: 3 clusters Score -43509.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43510.230469 Penalty: 590.517639
	Iteration 13Q: 3 clusters Score -43510.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43510.230469 Penalty: 590.517639
	Iteration 14F: 3 clusters Score -43510.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 117 members 
Entering Unmasked Estep 
Score: -16721.333984 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16721.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16805.542969 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16805.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16830.734375 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16830.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16850.095703 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16864.605469 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16864.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16878.367188 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16878.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16885.388672 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16885.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16892.933594 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16892.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16895.214844 Penalty: 500.985168
	Iteration 8Q: 3 clusters Score -16895.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16896.332031 Penalty: 500.985168
	Iteration 9Q: 3 clusters Score -16896.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16900.175781 Penalty: 500.985168
	Iteration 10Q: 3 clusters Score -16900.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16905.455078 Penalty: 500.985168
	Iteration 11Q: 3 clusters Score -16905.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16905.900391 Penalty: 500.985168
	Iteration 12Q: 3 clusters Score -16905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16905.900391 Penalty: 500.985168
	Iteration 13F: 3 clusters Score -16905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Entering Unmasked Estep 
Score: -1025157.750000 Penalty: 433.294617
	Iteration 0F: 2 clusters Score -1025158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1016054.062500 Penalty: 866.589233
	Iteration 0F: 3 clusters Score -1016054 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1019954.750000 Penalty: 866.589233
	Iteration 1F: 3 clusters Score -1019955 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1020245.500000 Penalty: 866.589233
	Iteration 2Q: 3 clusters Score -1020246 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1020565.312500 Penalty: 866.589233
	Iteration 3F: 3 clusters Score -1020565 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1020906.750000 Penalty: 866.589233
	Iteration 4F: 3 clusters Score -1020907 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1021277.625000 Penalty: 866.589233
	Iteration 5F: 3 clusters Score -1021278 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1021649.312500 Penalty: 866.589233
	Iteration 6Q: 3 clusters Score -1021649 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1022048.750000 Penalty: 866.589233
	Iteration 7Q: 3 clusters Score -1022049 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1022417.250000 Penalty: 866.589233
	Iteration 8Q: 3 clusters Score -1022417 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1022717.250000 Penalty: 866.589233
	Iteration 9Q: 3 clusters Score -1022717 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1023010.375000 Penalty: 866.589233
	Iteration 10Q: 3 clusters Score -1023010 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1023261.312500 Penalty: 866.589233
	Iteration 11Q: 3 clusters Score -1023261 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1023461.250000 Penalty: 866.589233
	Iteration 12Q: 3 clusters Score -1023461 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1023638.812500 Penalty: 866.589233
	Iteration 13Q: 3 clusters Score -1023639 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1023799.750000 Penalty: 866.589233
	Iteration 14Q: 3 clusters Score -1023800 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1023945.687500 Penalty: 866.589233
	Iteration 15Q: 3 clusters Score -1023946 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1024074.562500 Penalty: 866.589233
	Iteration 16Q: 3 clusters Score -1024075 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1024180.500000 Penalty: 866.589233
	Iteration 17Q: 3 clusters Score -1024180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1024269.875000 Penalty: 866.589233
	Iteration 18Q: 3 clusters Score -1024270 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1024335.187500 Penalty: 866.589233
	Iteration 19Q: 3 clusters Score -1024335 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1024408.250000 Penalty: 866.589233
	Iteration 20F: 3 clusters Score -1024408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1024470.687500 Penalty: 866.589233
	Iteration 21Q: 3 clusters Score -1024471 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1024523.500000 Penalty: 866.589233
	Iteration 22Q: 3 clusters Score -1024524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1024565.062500 Penalty: 866.589233
	Iteration 23Q: 3 clusters Score -1024565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1024602.187500 Penalty: 866.589233
	Iteration 24Q: 3 clusters Score -1024602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1024634.812500 Penalty: 866.589233
	Iteration 25Q: 3 clusters Score -1024635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1024657.250000 Penalty: 866.589233
	Iteration 26Q: 3 clusters Score -1024657 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1024681.125000 Penalty: 866.589233
	Iteration 27Q: 3 clusters Score -1024681 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1024707.062500 Penalty: 866.589233
	Iteration 28Q: 3 clusters Score -1024707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1024737.687500 Penalty: 866.589233
	Iteration 29Q: 3 clusters Score -1024738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1024768.250000 Penalty: 866.589233
	Iteration 30Q: 3 clusters Score -1024768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1024789.750000 Penalty: 866.589233
	Iteration 31Q: 3 clusters Score -1024790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1024812.937500 Penalty: 866.589233
	Iteration 32Q: 3 clusters Score -1024813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1024830.062500 Penalty: 866.589233
	Iteration 33Q: 3 clusters Score -1024830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1024842.375000 Penalty: 866.589233
	Iteration 34Q: 3 clusters Score -1024842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1024853.625000 Penalty: 866.589233
	Iteration 35Q: 3 clusters Score -1024854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1024857.875000 Penalty: 866.589233
	Iteration 36Q: 3 clusters Score -1024858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1024865.062500 Penalty: 866.589233
	Iteration 37Q: 3 clusters Score -1024865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1024872.562500 Penalty: 866.589233
	Iteration 38Q: 3 clusters Score -1024873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1024876.937500 Penalty: 866.589233
	Iteration 39Q: 3 clusters Score -1024877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1024883.000000 Penalty: 866.589233
	Iteration 40F: 3 clusters Score -1024883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1024889.937500 Penalty: 866.589233
	Iteration 41Q: 3 clusters Score -1024890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1024900.312500 Penalty: 866.589233
	Iteration 42Q: 3 clusters Score -1024900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1024906.250000 Penalty: 866.589233
	Iteration 43Q: 3 clusters Score -1024906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1024918.312500 Penalty: 866.589233
	Iteration 44Q: 3 clusters Score -1024918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1024923.000000 Penalty: 866.589233
	Iteration 45Q: 3 clusters Score -1024923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1024932.125000 Penalty: 866.589233
	Iteration 46Q: 3 clusters Score -1024932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1024940.500000 Penalty: 866.589233
	Iteration 47Q: 3 clusters Score -1024940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1024949.250000 Penalty: 866.589233
	Iteration 48Q: 3 clusters Score -1024949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1024953.562500 Penalty: 866.589233
	Iteration 49Q: 3 clusters Score -1024954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1024957.187500 Penalty: 866.589233
	Iteration 50Q: 3 clusters Score -1024957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1024959.125000 Penalty: 866.589233
	Iteration 51Q: 3 clusters Score -1024959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1024964.625000 Penalty: 866.589233
	Iteration 52Q: 3 clusters Score -1024965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1024967.875000 Penalty: 866.589233
	Iteration 53Q: 3 clusters Score -1024968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1024970.625000 Penalty: 866.589233
	Iteration 54Q: 3 clusters Score -1024971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1024972.812500 Penalty: 866.589233
	Iteration 55Q: 3 clusters Score -1024973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1024975.750000 Penalty: 866.589233
	Iteration 56Q: 3 clusters Score -1024976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1024979.687500 Penalty: 866.589233
	Iteration 57Q: 3 clusters Score -1024980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1024983.062500 Penalty: 866.589233
	Iteration 58Q: 3 clusters Score -1024983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1024986.750000 Penalty: 866.589233
	Iteration 59Q: 3 clusters Score -1024987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1024988.000000 Penalty: 866.589233
	Iteration 60F: 3 clusters Score -1024988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1024990.062500 Penalty: 866.589233
	Iteration 61Q: 3 clusters Score -1024990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1024992.312500 Penalty: 866.589233
	Iteration 62Q: 3 clusters Score -1024992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1024994.187500 Penalty: 866.589233
	Iteration 63Q: 3 clusters Score -1024994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1024993.375000 Penalty: 866.589233
	Iteration 64Q: 3 clusters Score -1024993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1024995.000000 Penalty: 866.589233
	Iteration 65Q: 3 clusters Score -1024995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1024994.375000 Penalty: 866.589233
	Iteration 66Q: 3 clusters Score -1024994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1024995.437500 Penalty: 866.589233
	Iteration 67Q: 3 clusters Score -1024995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1024994.812500 Penalty: 866.589233
	Iteration 68Q: 3 clusters Score -1024995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1024996.625000 Penalty: 866.589233
	Iteration 69Q: 3 clusters Score -1024997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1024997.687500 Penalty: 866.589233
	Iteration 70Q: 3 clusters Score -1024998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1024998.562500 Penalty: 866.589233
	Iteration 71Q: 3 clusters Score -1024999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1024998.812500 Penalty: 866.589233
	Iteration 72Q: 3 clusters Score -1024999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1024998.812500 Penalty: 866.589233
	Iteration 73F: 3 clusters Score -1024999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -210261.859375 Penalty: 361.587189
	Iteration 0F: 2 clusters Score -210261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -208284.000000 Penalty: 723.174377
	Iteration 0F: 3 clusters Score -208284 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -209002.234375 Penalty: 723.174377
	Iteration 1F: 3 clusters Score -209002.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -209108.750000 Penalty: 723.174377
	Iteration 2F: 3 clusters Score -209108.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -209186.796875 Penalty: 723.174377
	Iteration 3F: 3 clusters Score -209186.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -209256.828125 Penalty: 723.174377
	Iteration 4Q: 3 clusters Score -209256.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -209338.218750 Penalty: 723.174377
	Iteration 5Q: 3 clusters Score -209338.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -209448.078125 Penalty: 723.174377
	Iteration 6F: 3 clusters Score -209448.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -209547.875000 Penalty: 723.174377
	Iteration 7Q: 3 clusters Score -209547.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -209629.937500 Penalty: 723.174377
	Iteration 8Q: 3 clusters Score -209629.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -209704.000000 Penalty: 723.174377
	Iteration 9Q: 3 clusters Score -209704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -209745.171875 Penalty: 723.174377
	Iteration 10Q: 3 clusters Score -209745.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -209782.953125 Penalty: 723.174377
	Iteration 11Q: 3 clusters Score -209783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -209806.906250 Penalty: 723.174377
	Iteration 12Q: 3 clusters Score -209806.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -209829.828125 Penalty: 723.174377
	Iteration 13Q: 3 clusters Score -209829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -209837.187500 Penalty: 723.174377
	Iteration 14Q: 3 clusters Score -209837.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -209843.125000 Penalty: 723.174377
	Iteration 15Q: 3 clusters Score -209843.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -209858.062500 Penalty: 723.174377
	Iteration 16Q: 3 clusters Score -209858.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -209879.796875 Penalty: 723.174377
	Iteration 17Q: 3 clusters Score -209879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -209899.156250 Penalty: 723.174377
	Iteration 18Q: 3 clusters Score -209899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -209915.765625 Penalty: 723.174377
	Iteration 19Q: 3 clusters Score -209915.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -209929.640625 Penalty: 723.174377
	Iteration 20F: 3 clusters Score -209929.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -209942.406250 Penalty: 723.174377
	Iteration 21Q: 3 clusters Score -209942.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -209956.218750 Penalty: 723.174377
	Iteration 22Q: 3 clusters Score -209956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -209962.609375 Penalty: 723.174377
	Iteration 23Q: 3 clusters Score -209962.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -209969.687500 Penalty: 723.174377
	Iteration 24Q: 3 clusters Score -209969.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -209976.906250 Penalty: 723.174377
	Iteration 25Q: 3 clusters Score -209976.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -209983.843750 Penalty: 723.174377
	Iteration 26Q: 3 clusters Score -209983.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -209988.000000 Penalty: 723.174377
	Iteration 27Q: 3 clusters Score -209988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -209990.968750 Penalty: 723.174377
	Iteration 28Q: 3 clusters Score -209991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -209992.421875 Penalty: 723.174377
	Iteration 29Q: 3 clusters Score -209992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -209994.328125 Penalty: 723.174377
	Iteration 30Q: 3 clusters Score -209994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -209995.390625 Penalty: 723.174377
	Iteration 31Q: 3 clusters Score -209995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -209995.562500 Penalty: 723.174377
	Iteration 32Q: 3 clusters Score -209995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -209995.593750 Penalty: 723.174377
	Iteration 33Q: 3 clusters Score -209995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -209995.593750 Penalty: 723.174377
	Iteration 34F: 3 clusters Score -209995.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -116092.796875 Penalty: 335.659576
	Iteration 0F: 2 clusters Score -116092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -114881.132812 Penalty: 671.319153
	Iteration 0F: 3 clusters Score -114881.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115331.429688 Penalty: 671.319153
	Iteration 1F: 3 clusters Score -115331.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115424.890625 Penalty: 671.319153
	Iteration 2F: 3 clusters Score -115424.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115499.312500 Penalty: 671.319153
	Iteration 3F: 3 clusters Score -115499.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115566.585938 Penalty: 671.319153
	Iteration 4Q: 3 clusters Score -115566.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115623.789062 Penalty: 671.319153
	Iteration 5Q: 3 clusters Score -115623.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -115664.867188 Penalty: 671.319153
	Iteration 6Q: 3 clusters Score -115664.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -115709.492188 Penalty: 671.319153
	Iteration 7Q: 3 clusters Score -115709.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -115739.296875 Penalty: 671.319153
	Iteration 8Q: 3 clusters Score -115739.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115767.484375 Penalty: 671.319153
	Iteration 9Q: 3 clusters Score -115767.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115776.671875 Penalty: 671.319153
	Iteration 10Q: 3 clusters Score -115776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -115786.328125 Penalty: 671.319153
	Iteration 11Q: 3 clusters Score -115786.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115800.953125 Penalty: 671.319153
	Iteration 12Q: 3 clusters Score -115801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115813.859375 Penalty: 671.319153
	Iteration 13Q: 3 clusters Score -115813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -115824.156250 Penalty: 671.319153
	Iteration 14Q: 3 clusters Score -115824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -115838.179688 Penalty: 671.319153
	Iteration 15Q: 3 clusters Score -115838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115850.593750 Penalty: 671.319153
	Iteration 16Q: 3 clusters Score -115850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -115856.359375 Penalty: 671.319153
	Iteration 17Q: 3 clusters Score -115856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115859.687500 Penalty: 671.319153
	Iteration 18Q: 3 clusters Score -115859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -115864.476562 Penalty: 671.319153
	Iteration 19Q: 3 clusters Score -115864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -115868.617188 Penalty: 671.319153
	Iteration 20F: 3 clusters Score -115868.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -115872.343750 Penalty: 671.319153
	Iteration 21Q: 3 clusters Score -115872.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115873.984375 Penalty: 671.319153
	Iteration 22Q: 3 clusters Score -115874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -115879.687500 Penalty: 671.319153
	Iteration 23Q: 3 clusters Score -115879.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -115884.429688 Penalty: 671.319153
	Iteration 24Q: 3 clusters Score -115884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -115888.367188 Penalty: 671.319153
	Iteration 25Q: 3 clusters Score -115888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -115891.328125 Penalty: 671.319153
	Iteration 26Q: 3 clusters Score -115891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -115893.554688 Penalty: 671.319153
	Iteration 27Q: 3 clusters Score -115893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -115894.265625 Penalty: 671.319153
	Iteration 28Q: 3 clusters Score -115894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -115895.023438 Penalty: 671.319153
	Iteration 29Q: 3 clusters Score -115895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115895.585938 Penalty: 671.319153
	Iteration 30Q: 3 clusters Score -115895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115895.585938 Penalty: 671.319153
	Iteration 31F: 3 clusters Score -115895.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -57487.007812 Penalty: 307.334503
	Iteration 0F: 2 clusters Score -57487.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56791.148438 Penalty: 614.669006
	Iteration 0F: 3 clusters Score -56791.15 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57080.035156 Penalty: 614.669006
	Iteration 1F: 3 clusters Score -57080.04 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57164.417969 Penalty: 614.669006
	Iteration 2F: 3 clusters Score -57164.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -57197.164062 Penalty: 614.669006
	Iteration 3F: 3 clusters Score -57197.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -57216.457031 Penalty: 614.669006
	Iteration 4Q: 3 clusters Score -57216.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57226.312500 Penalty: 614.669006
	Iteration 5Q: 3 clusters Score -57226.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57232.007812 Penalty: 614.669006
	Iteration 6Q: 3 clusters Score -57232.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -57238.109375 Penalty: 614.669006
	Iteration 7Q: 3 clusters Score -57238.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57243.925781 Penalty: 614.669006
	Iteration 8Q: 3 clusters Score -57243.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -57249.921875 Penalty: 614.669006
	Iteration 9Q: 3 clusters Score -57249.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -57254.328125 Penalty: 614.669006
	Iteration 10Q: 3 clusters Score -57254.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57261.015625 Penalty: 614.669006
	Iteration 11Q: 3 clusters Score -57261.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57264.121094 Penalty: 614.669006
	Iteration 12Q: 3 clusters Score -57264.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57265.476562 Penalty: 614.669006
	Iteration 13Q: 3 clusters Score -57265.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -57267.605469 Penalty: 614.669006
	Iteration 14Q: 3 clusters Score -57267.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57269.503906 Penalty: 614.669006
	Iteration 15Q: 3 clusters Score -57269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57273.718750 Penalty: 614.669006
	Iteration 16Q: 3 clusters Score -57273.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57280.136719 Penalty: 614.669006
	Iteration 17Q: 3 clusters Score -57280.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57286.710938 Penalty: 614.669006
	Iteration 18Q: 3 clusters Score -57286.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57289.875000 Penalty: 614.669006
	Iteration 19Q: 3 clusters Score -57289.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57292.269531 Penalty: 614.669006
	Iteration 20F: 3 clusters Score -57292.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57296.332031 Penalty: 614.669006
	Iteration 21Q: 3 clusters Score -57296.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57300.652344 Penalty: 614.669006
	Iteration 22Q: 3 clusters Score -57300.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57303.808594 Penalty: 614.669006
	Iteration 23Q: 3 clusters Score -57303.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57306.695312 Penalty: 614.669006
	Iteration 24Q: 3 clusters Score -57306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57310.000000 Penalty: 614.669006
	Iteration 25Q: 3 clusters Score -57310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57314.347656 Penalty: 614.669006
	Iteration 26Q: 3 clusters Score -57314.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57316.820312 Penalty: 614.669006
	Iteration 27Q: 3 clusters Score -57316.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57317.578125 Penalty: 614.669006
	Iteration 28Q: 3 clusters Score -57317.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -57317.578125 Penalty: 614.669006
	Iteration 29F: 3 clusters Score -57317.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Entering Unmasked Estep 
Score: -1818210.375000 Penalty: 456.977722
	Iteration 0F: 2 clusters Score -1818210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1803062.625000 Penalty: 913.955444
	Iteration 0F: 3 clusters Score -1803063 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1809711.250000 Penalty: 913.955444
	Iteration 1F: 3 clusters Score -1809711 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1810174.375000 Penalty: 913.955444
	Iteration 2Q: 3 clusters Score -1810174 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1810865.500000 Penalty: 913.955444
	Iteration 3F: 3 clusters Score -1810866 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1811844.875000 Penalty: 913.955444
	Iteration 4F: 3 clusters Score -1811845 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1813025.125000 Penalty: 913.955444
	Iteration 5F: 3 clusters Score -1813025 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1814109.000000 Penalty: 913.955444
	Iteration 6F: 3 clusters Score -1814109 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1814813.625000 Penalty: 913.955444
	Iteration 7Q: 3 clusters Score -1814814 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1815250.750000 Penalty: 913.955444
	Iteration 8Q: 3 clusters Score -1815251 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1815608.250000 Penalty: 913.955444
	Iteration 9Q: 3 clusters Score -1815608 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1815960.000000 Penalty: 913.955444
	Iteration 10Q: 3 clusters Score -1815960 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1816322.625000 Penalty: 913.955444
	Iteration 11Q: 3 clusters Score -1816323 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1816661.125000 Penalty: 913.955444
	Iteration 12Q: 3 clusters Score -1816661 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1816969.500000 Penalty: 913.955444
	Iteration 13Q: 3 clusters Score -1816970 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1817225.625000 Penalty: 913.955444
	Iteration 14Q: 3 clusters Score -1817226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1817439.000000 Penalty: 913.955444
	Iteration 15Q: 3 clusters Score -1817439 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1817602.375000 Penalty: 913.955444
	Iteration 16Q: 3 clusters Score -1817602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1817685.625000 Penalty: 913.955444
	Iteration 17Q: 3 clusters Score -1817686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1817737.875000 Penalty: 913.955444
	Iteration 18Q: 3 clusters Score -1817738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1817776.500000 Penalty: 913.955444
	Iteration 19Q: 3 clusters Score -1817776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1817797.625000 Penalty: 913.955444
	Iteration 20F: 3 clusters Score -1817798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1817810.625000 Penalty: 913.955444
	Iteration 21Q: 3 clusters Score -1817811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1817819.500000 Penalty: 913.955444
	Iteration 22Q: 3 clusters Score -1817820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1817824.625000 Penalty: 913.955444
	Iteration 23Q: 3 clusters Score -1817825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1817830.125000 Penalty: 913.955444
	Iteration 24Q: 3 clusters Score -1817830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1817832.875000 Penalty: 913.955444
	Iteration 25Q: 3 clusters Score -1817833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1817834.250000 Penalty: 913.955444
	Iteration 26Q: 3 clusters Score -1817834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1817834.250000 Penalty: 913.955444
	Iteration 27F: 3 clusters Score -1817834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -569526.375000 Penalty: 403.036346
	Iteration 0F: 2 clusters Score -569526.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -564841.062500 Penalty: 806.072693
	Iteration 0F: 3 clusters Score -564841.1 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -566665.062500 Penalty: 806.072693
	Iteration 1F: 3 clusters Score -566665.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -566792.437500 Penalty: 806.072693
	Iteration 2F: 3 clusters Score -566792.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -566956.000000 Penalty: 806.072693
	Iteration 3F: 3 clusters Score -566956 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -567178.750000 Penalty: 806.072693
	Iteration 4F: 3 clusters Score -567178.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -567461.250000 Penalty: 806.072693
	Iteration 5F: 3 clusters Score -567461.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -567811.062500 Penalty: 806.072693
	Iteration 6F: 3 clusters Score -567811.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -568183.937500 Penalty: 806.072693
	Iteration 7F: 3 clusters Score -568183.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -568482.250000 Penalty: 806.072693
	Iteration 8F: 3 clusters Score -568482.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -568744.875000 Penalty: 806.072693
	Iteration 9Q: 3 clusters Score -568744.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -568923.687500 Penalty: 806.072693
	Iteration 10Q: 3 clusters Score -568923.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -569042.187500 Penalty: 806.072693
	Iteration 11Q: 3 clusters Score -569042.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -569109.750000 Penalty: 806.072693
	Iteration 12Q: 3 clusters Score -569109.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -569138.062500 Penalty: 806.072693
	Iteration 13Q: 3 clusters Score -569138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -569153.937500 Penalty: 806.072693
	Iteration 14Q: 3 clusters Score -569153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -569175.125000 Penalty: 806.072693
	Iteration 15Q: 3 clusters Score -569175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -569184.250000 Penalty: 806.072693
	Iteration 16Q: 3 clusters Score -569184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -569186.375000 Penalty: 806.072693
	Iteration 17Q: 3 clusters Score -569186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -569186.375000 Penalty: 806.072693
	Iteration 18F: 3 clusters Score -569186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -68862.726562 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -68862.73 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 464 members 
Entering Unmasked Estep 
Score: -68111.914062 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -68111.91 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -68345.609375 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -68345.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68400.765625 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -68400.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68424.953125 Penalty: 618.916748
	Iteration 3Q: 3 clusters Score -68424.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -68440.960938 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -68440.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -68453.523438 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -68453.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68465.367188 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -68465.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68483.539062 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -68483.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68493.593750 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -68493.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68499.351562 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -68499.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -68504.554688 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -68504.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68510.507812 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -68510.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68519.929688 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -68519.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -68531.109375 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -68531.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68549.265625 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -68549.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -68571.875000 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -68571.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68603.796875 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -68603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -68628.171875 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -68628.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68655.976562 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -68655.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -68669.945312 Penalty: 618.916748
	Iteration 19Q: 3 clusters Score -68669.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68677.687500 Penalty: 618.916748
	Iteration 20F: 3 clusters Score -68677.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -68683.695312 Penalty: 618.916748
	Iteration 21Q: 3 clusters Score -68683.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -68687.117188 Penalty: 618.916748
	Iteration 22Q: 3 clusters Score -68687.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -68688.398438 Penalty: 618.916748
	Iteration 23Q: 3 clusters Score -68688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -68688.804688 Penalty: 618.916748
	Iteration 24Q: 3 clusters Score -68688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68689.242188 Penalty: 618.916748
	Iteration 25Q: 3 clusters Score -68689.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68689.601562 Penalty: 618.916748
	Iteration 26Q: 3 clusters Score -68689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68689.601562 Penalty: 618.916748
	Iteration 27F: 3 clusters Score -68689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9439.470703 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9439.471 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 89 members 
Entering Unmasked Estep 
Score: -9175.112305 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -9175.112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9260.879883 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -9260.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9288.666992 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -9288.667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9308.753906 Penalty: 466.820770
	Iteration 3F: 3 clusters Score -9308.754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9319.831055 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -9319.831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9327.318359 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -9327.318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9328.605469 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -9328.605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9328.605469 Penalty: 466.820770
	Iteration 7F: 3 clusters Score -9328.605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (35652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Entering Unmasked Estep 
Score: -2777419.750000 Penalty: 476.911011
	Iteration 0F: 2 clusters Score -2777420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2753800.250000 Penalty: 953.822021
	Iteration 0F: 3 clusters Score -2753800 nChanged 17024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2764133.750000 Penalty: 953.822021
	Iteration 1F: 3 clusters Score -2764134 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2764800.750000 Penalty: 953.822021
	Iteration 2Q: 3 clusters Score -2764801 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2765644.750000 Penalty: 953.822021
	Iteration 3F: 3 clusters Score -2765645 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2766916.500000 Penalty: 953.822021
	Iteration 4F: 3 clusters Score -2766916 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2768847.000000 Penalty: 953.822021
	Iteration 5F: 3 clusters Score -2768847 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2771199.750000 Penalty: 953.822021
	Iteration 6F: 3 clusters Score -2771200 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2773563.000000 Penalty: 953.822021
	Iteration 7F: 3 clusters Score -2773563 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2775403.500000 Penalty: 953.822021
	Iteration 8Q: 3 clusters Score -2775404 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2776372.500000 Penalty: 953.822021
	Iteration 9Q: 3 clusters Score -2776372 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2776745.750000 Penalty: 953.822021
	Iteration 10Q: 3 clusters Score -2776746 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2776925.250000 Penalty: 953.822021
	Iteration 11Q: 3 clusters Score -2776925 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2776998.250000 Penalty: 953.822021
	Iteration 12Q: 3 clusters Score -2776998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2777031.500000 Penalty: 953.822021
	Iteration 13Q: 3 clusters Score -2777032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2777046.000000 Penalty: 953.822021
	Iteration 14Q: 3 clusters Score -2777046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2777061.500000 Penalty: 953.822021
	Iteration 15Q: 3 clusters Score -2777062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2777072.000000 Penalty: 953.822021
	Iteration 16Q: 3 clusters Score -2777072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2777079.250000 Penalty: 953.822021
	Iteration 17Q: 3 clusters Score -2777079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2777074.500000 Penalty: 953.822021
	Iteration 18Q: 3 clusters Score -2777074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2777079.000000 Penalty: 953.822021
	Iteration 19Q: 3 clusters Score -2777079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2777081.000000 Penalty: 953.822021
	Iteration 20F: 3 clusters Score -2777081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2777085.500000 Penalty: 953.822021
	Iteration 21Q: 3 clusters Score -2777086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2777076.250000 Penalty: 953.822021
	Iteration 22Q: 3 clusters Score -2777076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2777073.000000 Penalty: 953.822021
	Iteration 23Q: 3 clusters Score -2777073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2777079.000000 Penalty: 953.822021
	Iteration 24Q: 3 clusters Score -2777079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2777081.250000 Penalty: 953.822021
	Iteration 25Q: 3 clusters Score -2777081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2777080.500000 Penalty: 953.822021
	Iteration 26Q: 3 clusters Score -2777080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2777078.500000 Penalty: 953.822021
	Iteration 27Q: 3 clusters Score -2777078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2777084.000000 Penalty: 953.822021
	Iteration 28Q: 3 clusters Score -2777084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2777075.500000 Penalty: 953.822021
	Iteration 29Q: 3 clusters Score -2777076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2777077.500000 Penalty: 953.822021
	Iteration 30Q: 3 clusters Score -2777078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2777080.000000 Penalty: 953.822021
	Iteration 31Q: 3 clusters Score -2777080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2777080.500000 Penalty: 953.822021
	Iteration 32Q: 3 clusters Score -2777080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2777083.000000 Penalty: 953.822021
	Iteration 33Q: 3 clusters Score -2777083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2777084.250000 Penalty: 953.822021
	Iteration 34Q: 3 clusters Score -2777084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2777082.750000 Penalty: 953.822021
	Iteration 35Q: 3 clusters Score -2777083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2777085.500000 Penalty: 953.822021
	Iteration 36Q: 3 clusters Score -2777086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2777083.000000 Penalty: 953.822021
	Iteration 37Q: 3 clusters Score -2777083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2777091.250000 Penalty: 953.822021
	Iteration 38Q: 3 clusters Score -2777091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2777093.000000 Penalty: 953.822021
	Iteration 39Q: 3 clusters Score -2777093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2777084.500000 Penalty: 953.822021
	Iteration 40F: 3 clusters Score -2777084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2777093.750000 Penalty: 953.822021
	Iteration 41Q: 3 clusters Score -2777094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2777099.500000 Penalty: 953.822021
	Iteration 42Q: 3 clusters Score -2777100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2777091.000000 Penalty: 953.822021
	Iteration 43Q: 3 clusters Score -2777091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2777088.750000 Penalty: 953.822021
	Iteration 44Q: 3 clusters Score -2777089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2777083.000000 Penalty: 953.822021
	Iteration 45Q: 3 clusters Score -2777083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2777083.500000 Penalty: 953.822021
	Iteration 46Q: 3 clusters Score -2777084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2777088.750000 Penalty: 953.822021
	Iteration 47Q: 3 clusters Score -2777089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2777092.000000 Penalty: 953.822021
	Iteration 48Q: 3 clusters Score -2777092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2777088.500000 Penalty: 953.822021
	Iteration 49Q: 3 clusters Score -2777088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2777094.750000 Penalty: 953.822021
	Iteration 50Q: 3 clusters Score -2777095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2777092.250000 Penalty: 953.822021
	Iteration 51Q: 3 clusters Score -2777092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2777095.000000 Penalty: 953.822021
	Iteration 52Q: 3 clusters Score -2777095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2777105.500000 Penalty: 953.822021
	Iteration 53Q: 3 clusters Score -2777106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2777110.500000 Penalty: 953.822021
	Iteration 54Q: 3 clusters Score -2777110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2777105.250000 Penalty: 953.822021
	Iteration 55Q: 3 clusters Score -2777105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2777110.750000 Penalty: 953.822021
	Iteration 56Q: 3 clusters Score -2777111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2777109.250000 Penalty: 953.822021
	Iteration 57Q: 3 clusters Score -2777109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2777112.000000 Penalty: 953.822021
	Iteration 58Q: 3 clusters Score -2777112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2777107.500000 Penalty: 953.822021
	Iteration 59Q: 3 clusters Score -2777108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2777110.000000 Penalty: 953.822021
	Iteration 60F: 3 clusters Score -2777110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2777111.500000 Penalty: 953.822021
	Iteration 61Q: 3 clusters Score -2777112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2777116.750000 Penalty: 953.822021
	Iteration 62Q: 3 clusters Score -2777117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2777115.000000 Penalty: 953.822021
	Iteration 63Q: 3 clusters Score -2777115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2777115.500000 Penalty: 953.822021
	Iteration 64Q: 3 clusters Score -2777116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2777111.750000 Penalty: 953.822021
	Iteration 65Q: 3 clusters Score -2777112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2777119.250000 Penalty: 953.822021
	Iteration 66Q: 3 clusters Score -2777119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2777120.250000 Penalty: 953.822021
	Iteration 67Q: 3 clusters Score -2777120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2777123.000000 Penalty: 953.822021
	Iteration 68Q: 3 clusters Score -2777123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2777122.750000 Penalty: 953.822021
	Iteration 69Q: 3 clusters Score -2777123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2777130.250000 Penalty: 953.822021
	Iteration 70Q: 3 clusters Score -2777130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2777127.250000 Penalty: 953.822021
	Iteration 71Q: 3 clusters Score -2777127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2777133.000000 Penalty: 953.822021
	Iteration 72Q: 3 clusters Score -2777133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2777130.000000 Penalty: 953.822021
	Iteration 73Q: 3 clusters Score -2777130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2777132.750000 Penalty: 953.822021
	Iteration 74Q: 3 clusters Score -2777133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2777135.250000 Penalty: 953.822021
	Iteration 75Q: 3 clusters Score -2777135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2777133.750000 Penalty: 953.822021
	Iteration 76Q: 3 clusters Score -2777134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2777135.000000 Penalty: 953.822021
	Iteration 77Q: 3 clusters Score -2777135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2777134.250000 Penalty: 953.822021
	Iteration 78Q: 3 clusters Score -2777134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2777141.500000 Penalty: 953.822021
	Iteration 79Q: 3 clusters Score -2777142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2777137.000000 Penalty: 953.822021
	Iteration 80F: 3 clusters Score -2777137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2777131.250000 Penalty: 953.822021
	Iteration 81Q: 3 clusters Score -2777131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2777135.250000 Penalty: 953.822021
	Iteration 82Q: 3 clusters Score -2777135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2777131.500000 Penalty: 953.822021
	Iteration 83Q: 3 clusters Score -2777132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2777133.500000 Penalty: 953.822021
	Iteration 84Q: 3 clusters Score -2777134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2777135.500000 Penalty: 953.822021
	Iteration 85Q: 3 clusters Score -2777136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2777133.500000 Penalty: 953.822021
	Iteration 86Q: 3 clusters Score -2777134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2777135.500000 Penalty: 953.822021
	Iteration 87Q: 3 clusters Score -2777136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2777137.000000 Penalty: 953.822021
	Iteration 88Q: 3 clusters Score -2777137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2777137.750000 Penalty: 953.822021
	Iteration 89Q: 3 clusters Score -2777138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2777137.000000 Penalty: 953.822021
	Iteration 90Q: 3 clusters Score -2777137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2777128.500000 Penalty: 953.822021
	Iteration 91Q: 3 clusters Score -2777128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2777134.000000 Penalty: 953.822021
	Iteration 92Q: 3 clusters Score -2777134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2777134.250000 Penalty: 953.822021
	Iteration 93Q: 3 clusters Score -2777134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2777130.750000 Penalty: 953.822021
	Iteration 94Q: 3 clusters Score -2777131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2777131.750000 Penalty: 953.822021
	Iteration 95Q: 3 clusters Score -2777132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2777130.000000 Penalty: 953.822021
	Iteration 96Q: 3 clusters Score -2777130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2777132.500000 Penalty: 953.822021
	Iteration 97Q: 3 clusters Score -2777132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2777132.250000 Penalty: 953.822021
	Iteration 98Q: 3 clusters Score -2777132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2777133.750000 Penalty: 953.822021
	Iteration 99Q: 3 clusters Score -2777134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2777135.250000 Penalty: 953.822021
	Iteration 100F: 3 clusters Score -2777135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2777131.000000 Penalty: 953.822021
	Iteration 101Q: 3 clusters Score -2777131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2777132.750000 Penalty: 953.822021
	Iteration 102Q: 3 clusters Score -2777133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2777133.250000 Penalty: 953.822021
	Iteration 103Q: 3 clusters Score -2777133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2777133.250000 Penalty: 953.822021
	Iteration 104F: 3 clusters Score -2777133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -12187.392578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -12187.39 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 191 members 
Entering Unmasked Estep 
Score: -11793.328125 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -11793.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11929.496094 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -11929.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11996.891602 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -11996.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12023.730469 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -12023.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12031.775391 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -12031.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12047.984375 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -12047.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12054.340820 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -12054.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12059.320312 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -12059.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12066.328125 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -12066.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12075.404297 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -12075.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12081.113281 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -12081.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12085.216797 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -12085.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12085.810547 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -12085.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12086.100586 Penalty: 541.271179
	Iteration 13Q: 3 clusters Score -12086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12086.100586 Penalty: 541.271179
	Iteration 14F: 3 clusters Score -12086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (18230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Entering Unmasked Estep 
Score: -1446393.375000 Penalty: 446.392456
	Iteration 0F: 2 clusters Score -1446393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1434264.125000 Penalty: 892.784912
	Iteration 0F: 3 clusters Score -1434264 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1439420.875000 Penalty: 892.784912
	Iteration 1F: 3 clusters Score -1439421 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1439875.875000 Penalty: 892.784912
	Iteration 2F: 3 clusters Score -1439876 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1440513.750000 Penalty: 892.784912
	Iteration 3F: 3 clusters Score -1440514 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1441474.625000 Penalty: 892.784912
	Iteration 4F: 3 clusters Score -1441475 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1442621.500000 Penalty: 892.784912
	Iteration 5F: 3 clusters Score -1442622 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1443608.875000 Penalty: 892.784912
	Iteration 6F: 3 clusters Score -1443609 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1444218.500000 Penalty: 892.784912
	Iteration 7Q: 3 clusters Score -1444218 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1444644.875000 Penalty: 892.784912
	Iteration 8Q: 3 clusters Score -1444645 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1444973.250000 Penalty: 892.784912
	Iteration 9Q: 3 clusters Score -1444973 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1445228.125000 Penalty: 892.784912
	Iteration 10Q: 3 clusters Score -1445228 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1445436.625000 Penalty: 892.784912
	Iteration 11Q: 3 clusters Score -1445437 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1445580.250000 Penalty: 892.784912
	Iteration 12Q: 3 clusters Score -1445580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1445649.000000 Penalty: 892.784912
	Iteration 13Q: 3 clusters Score -1445649 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1445684.250000 Penalty: 892.784912
	Iteration 14Q: 3 clusters Score -1445684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1445701.125000 Penalty: 892.784912
	Iteration 15Q: 3 clusters Score -1445701 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1445719.500000 Penalty: 892.784912
	Iteration 16Q: 3 clusters Score -1445720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1445723.625000 Penalty: 892.784912
	Iteration 17Q: 3 clusters Score -1445724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1445731.625000 Penalty: 892.784912
	Iteration 18Q: 3 clusters Score -1445732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1445737.625000 Penalty: 892.784912
	Iteration 19Q: 3 clusters Score -1445738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1445746.375000 Penalty: 892.784912
	Iteration 20F: 3 clusters Score -1445746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1445746.875000 Penalty: 892.784912
	Iteration 21Q: 3 clusters Score -1445747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1445756.875000 Penalty: 892.784912
	Iteration 22Q: 3 clusters Score -1445757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1445759.500000 Penalty: 892.784912
	Iteration 23Q: 3 clusters Score -1445760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1445756.375000 Penalty: 892.784912
	Iteration 24Q: 3 clusters Score -1445756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1445758.875000 Penalty: 892.784912
	Iteration 25Q: 3 clusters Score -1445759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1445756.500000 Penalty: 892.784912
	Iteration 26Q: 3 clusters Score -1445756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1445759.375000 Penalty: 892.784912
	Iteration 27Q: 3 clusters Score -1445759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1445759.625000 Penalty: 892.784912
	Iteration 28Q: 3 clusters Score -1445760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1445761.250000 Penalty: 892.784912
	Iteration 29Q: 3 clusters Score -1445761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1445765.500000 Penalty: 892.784912
	Iteration 30Q: 3 clusters Score -1445766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1445767.875000 Penalty: 892.784912
	Iteration 31Q: 3 clusters Score -1445768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1445768.375000 Penalty: 892.784912
	Iteration 32Q: 3 clusters Score -1445768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1445771.500000 Penalty: 892.784912
	Iteration 33Q: 3 clusters Score -1445772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1445775.750000 Penalty: 892.784912
	Iteration 34Q: 3 clusters Score -1445776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1445775.750000 Penalty: 892.784912
	Iteration 35Q: 3 clusters Score -1445776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1445778.375000 Penalty: 892.784912
	Iteration 36Q: 3 clusters Score -1445778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1445778.500000 Penalty: 892.784912
	Iteration 37Q: 3 clusters Score -1445778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1445782.250000 Penalty: 892.784912
	Iteration 38Q: 3 clusters Score -1445782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1445783.250000 Penalty: 892.784912
	Iteration 39Q: 3 clusters Score -1445783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1445782.375000 Penalty: 892.784912
	Iteration 40F: 3 clusters Score -1445782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1445783.000000 Penalty: 892.784912
	Iteration 41Q: 3 clusters Score -1445783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1445784.750000 Penalty: 892.784912
	Iteration 42Q: 3 clusters Score -1445785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1445783.500000 Penalty: 892.784912
	Iteration 43Q: 3 clusters Score -1445784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1445786.625000 Penalty: 892.784912
	Iteration 44Q: 3 clusters Score -1445787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1445790.250000 Penalty: 892.784912
	Iteration 45Q: 3 clusters Score -1445790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1445794.625000 Penalty: 892.784912
	Iteration 46Q: 3 clusters Score -1445795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1445793.750000 Penalty: 892.784912
	Iteration 47Q: 3 clusters Score -1445794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1445798.000000 Penalty: 892.784912
	Iteration 48Q: 3 clusters Score -1445798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1445806.375000 Penalty: 892.784912
	Iteration 49Q: 3 clusters Score -1445806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1445807.625000 Penalty: 892.784912
	Iteration 50Q: 3 clusters Score -1445808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1445814.250000 Penalty: 892.784912
	Iteration 51Q: 3 clusters Score -1445814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1445818.750000 Penalty: 892.784912
	Iteration 52Q: 3 clusters Score -1445819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1445822.000000 Penalty: 892.784912
	Iteration 53Q: 3 clusters Score -1445822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1445837.000000 Penalty: 892.784912
	Iteration 54Q: 3 clusters Score -1445837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1445834.750000 Penalty: 892.784912
	Iteration 55Q: 3 clusters Score -1445835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1445833.625000 Penalty: 892.784912
	Iteration 56Q: 3 clusters Score -1445834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1445841.125000 Penalty: 892.784912
	Iteration 57Q: 3 clusters Score -1445841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1445844.500000 Penalty: 892.784912
	Iteration 58Q: 3 clusters Score -1445844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1445851.875000 Penalty: 892.784912
	Iteration 59Q: 3 clusters Score -1445852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1445847.500000 Penalty: 892.784912
	Iteration 60F: 3 clusters Score -1445848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1445855.125000 Penalty: 892.784912
	Iteration 61Q: 3 clusters Score -1445855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1445857.000000 Penalty: 892.784912
	Iteration 62Q: 3 clusters Score -1445857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1445860.500000 Penalty: 892.784912
	Iteration 63Q: 3 clusters Score -1445860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1445865.375000 Penalty: 892.784912
	Iteration 64Q: 3 clusters Score -1445865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1445869.750000 Penalty: 892.784912
	Iteration 65Q: 3 clusters Score -1445870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1445875.250000 Penalty: 892.784912
	Iteration 66Q: 3 clusters Score -1445875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1445877.375000 Penalty: 892.784912
	Iteration 67Q: 3 clusters Score -1445877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1445884.625000 Penalty: 892.784912
	Iteration 68Q: 3 clusters Score -1445885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1445885.750000 Penalty: 892.784912
	Iteration 69Q: 3 clusters Score -1445886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1445892.000000 Penalty: 892.784912
	Iteration 70Q: 3 clusters Score -1445892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1445896.500000 Penalty: 892.784912
	Iteration 71Q: 3 clusters Score -1445896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1445896.875000 Penalty: 892.784912
	Iteration 72Q: 3 clusters Score -1445897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1445898.625000 Penalty: 892.784912
	Iteration 73Q: 3 clusters Score -1445899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1445898.250000 Penalty: 892.784912
	Iteration 74Q: 3 clusters Score -1445898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1445900.500000 Penalty: 892.784912
	Iteration 75Q: 3 clusters Score -1445900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1445904.500000 Penalty: 892.784912
	Iteration 76Q: 3 clusters Score -1445904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1445901.875000 Penalty: 892.784912
	Iteration 77Q: 3 clusters Score -1445902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1445908.000000 Penalty: 892.784912
	Iteration 78Q: 3 clusters Score -1445908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1445904.750000 Penalty: 892.784912
	Iteration 79Q: 3 clusters Score -1445905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1445905.500000 Penalty: 892.784912
	Iteration 80F: 3 clusters Score -1445906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1445911.750000 Penalty: 892.784912
	Iteration 81Q: 3 clusters Score -1445912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1445915.500000 Penalty: 892.784912
	Iteration 82Q: 3 clusters Score -1445916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1445917.250000 Penalty: 892.784912
	Iteration 83Q: 3 clusters Score -1445917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1445921.875000 Penalty: 892.784912
	Iteration 84Q: 3 clusters Score -1445922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1445931.125000 Penalty: 892.784912
	Iteration 85Q: 3 clusters Score -1445931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1445932.500000 Penalty: 892.784912
	Iteration 86Q: 3 clusters Score -1445932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1445935.500000 Penalty: 892.784912
	Iteration 87Q: 3 clusters Score -1445936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1445934.625000 Penalty: 892.784912
	Iteration 88Q: 3 clusters Score -1445935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1445940.000000 Penalty: 892.784912
	Iteration 89Q: 3 clusters Score -1445940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1445942.625000 Penalty: 892.784912
	Iteration 90Q: 3 clusters Score -1445943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1445953.500000 Penalty: 892.784912
	Iteration 91Q: 3 clusters Score -1445954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1445954.125000 Penalty: 892.784912
	Iteration 92Q: 3 clusters Score -1445954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1445958.125000 Penalty: 892.784912
	Iteration 93Q: 3 clusters Score -1445958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1445958.250000 Penalty: 892.784912
	Iteration 94Q: 3 clusters Score -1445958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1445961.250000 Penalty: 892.784912
	Iteration 95Q: 3 clusters Score -1445961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1445959.500000 Penalty: 892.784912
	Iteration 96Q: 3 clusters Score -1445960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1445962.625000 Penalty: 892.784912
	Iteration 97Q: 3 clusters Score -1445963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1445962.125000 Penalty: 892.784912
	Iteration 98Q: 3 clusters Score -1445962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1445961.375000 Penalty: 892.784912
	Iteration 99Q: 3 clusters Score -1445961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1445959.875000 Penalty: 892.784912
	Iteration 100F: 3 clusters Score -1445960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1445959.500000 Penalty: 892.784912
	Iteration 101Q: 3 clusters Score -1445960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1445958.625000 Penalty: 892.784912
	Iteration 102Q: 3 clusters Score -1445959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1445958.750000 Penalty: 892.784912
	Iteration 103Q: 3 clusters Score -1445959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1445957.500000 Penalty: 892.784912
	Iteration 104Q: 3 clusters Score -1445958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1445958.000000 Penalty: 892.784912
	Iteration 105Q: 3 clusters Score -1445958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1445959.625000 Penalty: 892.784912
	Iteration 106Q: 3 clusters Score -1445960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1445961.875000 Penalty: 892.784912
	Iteration 107Q: 3 clusters Score -1445962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1445961.500000 Penalty: 892.784912
	Iteration 108Q: 3 clusters Score -1445962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1445962.125000 Penalty: 892.784912
	Iteration 109Q: 3 clusters Score -1445962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1445960.750000 Penalty: 892.784912
	Iteration 110Q: 3 clusters Score -1445961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1445960.625000 Penalty: 892.784912
	Iteration 111Q: 3 clusters Score -1445961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1445961.000000 Penalty: 892.784912
	Iteration 112Q: 3 clusters Score -1445961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1445961.000000 Penalty: 892.784912
	Iteration 113F: 3 clusters Score -1445961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Entering Unmasked Estep 
Score: -1808893.750000 Penalty: 455.221619
	Iteration 0F: 2 clusters Score -1808894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1794464.250000 Penalty: 910.443237
	Iteration 0F: 3 clusters Score -1794464 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1800495.250000 Penalty: 910.443237
	Iteration 1F: 3 clusters Score -1800495 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1800701.250000 Penalty: 910.443237
	Iteration 2Q: 3 clusters Score -1800701 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1800931.875000 Penalty: 910.443237
	Iteration 3Q: 3 clusters Score -1800932 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1801255.750000 Penalty: 910.443237
	Iteration 4Q: 3 clusters Score -1801256 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1801805.625000 Penalty: 910.443237
	Iteration 5Q: 3 clusters Score -1801806 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1802769.625000 Penalty: 910.443237
	Iteration 6F: 3 clusters Score -1802770 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1803923.250000 Penalty: 910.443237
	Iteration 7F: 3 clusters Score -1803923 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1804542.500000 Penalty: 910.443237
	Iteration 8F: 3 clusters Score -1804542 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1804697.000000 Penalty: 910.443237
	Iteration 9Q: 3 clusters Score -1804697 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1804732.250000 Penalty: 910.443237
	Iteration 10Q: 3 clusters Score -1804732 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1804740.375000 Penalty: 910.443237
	Iteration 11Q: 3 clusters Score -1804740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1804758.500000 Penalty: 910.443237
	Iteration 12Q: 3 clusters Score -1804758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1804762.000000 Penalty: 910.443237
	Iteration 13Q: 3 clusters Score -1804762 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1804777.750000 Penalty: 910.443237
	Iteration 14Q: 3 clusters Score -1804778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1804788.875000 Penalty: 910.443237
	Iteration 15Q: 3 clusters Score -1804789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1804804.375000 Penalty: 910.443237
	Iteration 16Q: 3 clusters Score -1804804 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1804835.125000 Penalty: 910.443237
	Iteration 17Q: 3 clusters Score -1804835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1804844.000000 Penalty: 910.443237
	Iteration 18Q: 3 clusters Score -1804844 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1804863.750000 Penalty: 910.443237
	Iteration 19Q: 3 clusters Score -1804864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1804871.375000 Penalty: 910.443237
	Iteration 20F: 3 clusters Score -1804871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1804885.125000 Penalty: 910.443237
	Iteration 21Q: 3 clusters Score -1804885 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1804902.625000 Penalty: 910.443237
	Iteration 22Q: 3 clusters Score -1804903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1804908.250000 Penalty: 910.443237
	Iteration 23Q: 3 clusters Score -1804908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1804925.500000 Penalty: 910.443237
	Iteration 24Q: 3 clusters Score -1804926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1804949.125000 Penalty: 910.443237
	Iteration 25Q: 3 clusters Score -1804949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1804967.000000 Penalty: 910.443237
	Iteration 26Q: 3 clusters Score -1804967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1804988.750000 Penalty: 910.443237
	Iteration 27Q: 3 clusters Score -1804989 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1805009.000000 Penalty: 910.443237
	Iteration 28Q: 3 clusters Score -1805009 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1805037.125000 Penalty: 910.443237
	Iteration 29Q: 3 clusters Score -1805037 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1805058.625000 Penalty: 910.443237
	Iteration 30Q: 3 clusters Score -1805059 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1805089.875000 Penalty: 910.443237
	Iteration 31Q: 3 clusters Score -1805090 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1805114.875000 Penalty: 910.443237
	Iteration 32Q: 3 clusters Score -1805115 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1805143.250000 Penalty: 910.443237
	Iteration 33Q: 3 clusters Score -1805143 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1805183.375000 Penalty: 910.443237
	Iteration 34Q: 3 clusters Score -1805183 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1805220.000000 Penalty: 910.443237
	Iteration 35Q: 3 clusters Score -1805220 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1805278.250000 Penalty: 910.443237
	Iteration 36Q: 3 clusters Score -1805278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1805344.250000 Penalty: 910.443237
	Iteration 37Q: 3 clusters Score -1805344 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1805433.000000 Penalty: 910.443237
	Iteration 38Q: 3 clusters Score -1805433 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1805552.125000 Penalty: 910.443237
	Iteration 39Q: 3 clusters Score -1805552 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1805687.250000 Penalty: 910.443237
	Iteration 40F: 3 clusters Score -1805687 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1805837.250000 Penalty: 910.443237
	Iteration 41Q: 3 clusters Score -1805837 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1805978.750000 Penalty: 910.443237
	Iteration 42Q: 3 clusters Score -1805979 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1806122.750000 Penalty: 910.443237
	Iteration 43Q: 3 clusters Score -1806123 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1806259.875000 Penalty: 910.443237
	Iteration 44Q: 3 clusters Score -1806260 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1806391.000000 Penalty: 910.443237
	Iteration 45Q: 3 clusters Score -1806391 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1806529.125000 Penalty: 910.443237
	Iteration 46Q: 3 clusters Score -1806529 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1806656.125000 Penalty: 910.443237
	Iteration 47Q: 3 clusters Score -1806656 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1806786.750000 Penalty: 910.443237
	Iteration 48Q: 3 clusters Score -1806787 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1806922.250000 Penalty: 910.443237
	Iteration 49Q: 3 clusters Score -1806922 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1807054.125000 Penalty: 910.443237
	Iteration 50Q: 3 clusters Score -1807054 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1807169.625000 Penalty: 910.443237
	Iteration 51Q: 3 clusters Score -1807170 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1807274.875000 Penalty: 910.443237
	Iteration 52Q: 3 clusters Score -1807275 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1807365.750000 Penalty: 910.443237
	Iteration 53Q: 3 clusters Score -1807366 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1807445.625000 Penalty: 910.443237
	Iteration 54Q: 3 clusters Score -1807446 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1807512.125000 Penalty: 910.443237
	Iteration 55Q: 3 clusters Score -1807512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1807557.375000 Penalty: 910.443237
	Iteration 56Q: 3 clusters Score -1807557 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1807617.000000 Penalty: 910.443237
	Iteration 57Q: 3 clusters Score -1807617 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1807632.750000 Penalty: 910.443237
	Iteration 58Q: 3 clusters Score -1807633 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1807651.250000 Penalty: 910.443237
	Iteration 59Q: 3 clusters Score -1807651 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1807713.625000 Penalty: 910.443237
	Iteration 60F: 3 clusters Score -1807714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1807754.625000 Penalty: 910.443237
	Iteration 61Q: 3 clusters Score -1807755 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1807782.250000 Penalty: 910.443237
	Iteration 62Q: 3 clusters Score -1807782 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1807806.000000 Penalty: 910.443237
	Iteration 63Q: 3 clusters Score -1807806 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1807810.000000 Penalty: 910.443237
	Iteration 64Q: 3 clusters Score -1807810 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1807825.875000 Penalty: 910.443237
	Iteration 65Q: 3 clusters Score -1807826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1807830.250000 Penalty: 910.443237
	Iteration 66Q: 3 clusters Score -1807830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1807831.375000 Penalty: 910.443237
	Iteration 67Q: 3 clusters Score -1807831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1807831.500000 Penalty: 910.443237
	Iteration 68Q: 3 clusters Score -1807832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1807835.375000 Penalty: 910.443237
	Iteration 69Q: 3 clusters Score -1807835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1807834.875000 Penalty: 910.443237
	Iteration 70Q: 3 clusters Score -1807835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1807833.000000 Penalty: 910.443237
	Iteration 71Q: 3 clusters Score -1807833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1807828.875000 Penalty: 910.443237
	Iteration 72Q: 3 clusters Score -1807829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1807836.750000 Penalty: 910.443237
	Iteration 73Q: 3 clusters Score -1807837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1807837.375000 Penalty: 910.443237
	Iteration 74Q: 3 clusters Score -1807837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1807835.500000 Penalty: 910.443237
	Iteration 75Q: 3 clusters Score -1807836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1807835.500000 Penalty: 910.443237
	Iteration 76F: 3 clusters Score -1807836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -31930.929688 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -31930.93 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 276 members 
Entering Unmasked Estep 
Score: -31402.603516 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -31402.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31627.681641 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -31627.68 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31706.505859 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -31706.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -31755.398438 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -31755.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31778.220703 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -31778.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31798.373047 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -31798.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -31818.343750 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -31818.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31824.138672 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -31824.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31826.189453 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -31826.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31828.617188 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -31828.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31829.050781 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -31829.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31829.050781 Penalty: 575.189941
	Iteration 11F: 3 clusters Score -31829.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -13318.079102 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13318.08 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 122 members 
Entering Unmasked Estep 
Score: -12976.738281 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -12976.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13067.761719 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13067.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13108.839844 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13108.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13147.551758 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -13147.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13168.165039 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13168.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13175.381836 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13175.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13181.184570 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13181.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13186.291016 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -13186.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13191.711914 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -13191.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13193.808594 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -13193.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13195.986328 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -13195.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13196.870117 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -13196.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13196.870117 Penalty: 509.118713
	Iteration 12F: 3 clusters Score -13196.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7729.241699 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7729.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7520.770508 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7520.771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -7582.492188 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7582.492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7597.984863 Penalty: 445.703430
	Iteration 2Q: 3 clusters Score -7597.985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7604.464844 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7604.465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7613.466797 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7613.467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7616.429688 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7616.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7620.219238 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7620.219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7621.780762 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7621.781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7621.780762 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -7621.781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Entering Unmasked Estep 
Score: -95389.476562 Penalty: 326.205444
	Iteration 0F: 2 clusters Score -95389.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -94376.585938 Penalty: 652.410889
	Iteration 0F: 3 clusters Score -94376.59 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94708.117188 Penalty: 652.410889
	Iteration 1F: 3 clusters Score -94708.12 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -94803.468750 Penalty: 652.410889
	Iteration 2F: 3 clusters Score -94803.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -94886.820312 Penalty: 652.410889
	Iteration 3F: 3 clusters Score -94886.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94968.554688 Penalty: 652.410889
	Iteration 4F: 3 clusters Score -94968.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95039.015625 Penalty: 652.410889
	Iteration 5F: 3 clusters Score -95039.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95093.078125 Penalty: 652.410889
	Iteration 6Q: 3 clusters Score -95093.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95125.992188 Penalty: 652.410889
	Iteration 7Q: 3 clusters Score -95125.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95141.335938 Penalty: 652.410889
	Iteration 8Q: 3 clusters Score -95141.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -95152.093750 Penalty: 652.410889
	Iteration 9Q: 3 clusters Score -95152.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95161.664062 Penalty: 652.410889
	Iteration 10Q: 3 clusters Score -95161.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95176.335938 Penalty: 652.410889
	Iteration 11Q: 3 clusters Score -95176.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95192.250000 Penalty: 652.410889
	Iteration 12Q: 3 clusters Score -95192.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -95199.984375 Penalty: 652.410889
	Iteration 13Q: 3 clusters Score -95199.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -95203.156250 Penalty: 652.410889
	Iteration 14Q: 3 clusters Score -95203.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -95206.500000 Penalty: 652.410889
	Iteration 15Q: 3 clusters Score -95206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95210.609375 Penalty: 652.410889
	Iteration 16Q: 3 clusters Score -95210.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -95211.906250 Penalty: 652.410889
	Iteration 17Q: 3 clusters Score -95211.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -95213.976562 Penalty: 652.410889
	Iteration 18Q: 3 clusters Score -95213.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -95217.640625 Penalty: 652.410889
	Iteration 19Q: 3 clusters Score -95217.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95221.179688 Penalty: 652.410889
	Iteration 20F: 3 clusters Score -95221.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -95224.812500 Penalty: 652.410889
	Iteration 21Q: 3 clusters Score -95224.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -95228.148438 Penalty: 652.410889
	Iteration 22Q: 3 clusters Score -95228.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95233.078125 Penalty: 652.410889
	Iteration 23Q: 3 clusters Score -95233.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -95233.632812 Penalty: 652.410889
	Iteration 24Q: 3 clusters Score -95233.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -95234.132812 Penalty: 652.410889
	Iteration 25Q: 3 clusters Score -95234.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -95234.664062 Penalty: 652.410889
	Iteration 26Q: 3 clusters Score -95234.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -95235.007812 Penalty: 652.410889
	Iteration 27Q: 3 clusters Score -95235.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -95234.984375 Penalty: 652.410889
	Iteration 28Q: 3 clusters Score -95234.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -95234.984375 Penalty: 652.410889
	Iteration 29F: 3 clusters Score -95234.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -311868.718750 Penalty: 381.901611
	Iteration 0F: 2 clusters Score -311868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -308892.531250 Penalty: 763.803223
	Iteration 0F: 3 clusters Score -308892.5 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -310024.156250 Penalty: 763.803223
	Iteration 1F: 3 clusters Score -310024.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -310182.531250 Penalty: 763.803223
	Iteration 2F: 3 clusters Score -310182.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -310349.500000 Penalty: 763.803223
	Iteration 3F: 3 clusters Score -310349.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -310542.281250 Penalty: 763.803223
	Iteration 4F: 3 clusters Score -310542.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -310767.875000 Penalty: 763.803223
	Iteration 5F: 3 clusters Score -310767.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -310965.093750 Penalty: 763.803223
	Iteration 6F: 3 clusters Score -310965.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -311148.312500 Penalty: 763.803223
	Iteration 7F: 3 clusters Score -311148.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -311308.593750 Penalty: 763.803223
	Iteration 8Q: 3 clusters Score -311308.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -311445.343750 Penalty: 763.803223
	Iteration 9Q: 3 clusters Score -311445.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -311529.656250 Penalty: 763.803223
	Iteration 10Q: 3 clusters Score -311529.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -311569.250000 Penalty: 763.803223
	Iteration 11Q: 3 clusters Score -311569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -311595.812500 Penalty: 763.803223
	Iteration 12Q: 3 clusters Score -311595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -311609.468750 Penalty: 763.803223
	Iteration 13Q: 3 clusters Score -311609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -311617.343750 Penalty: 763.803223
	Iteration 14Q: 3 clusters Score -311617.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -311624.531250 Penalty: 763.803223
	Iteration 15Q: 3 clusters Score -311624.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -311628.093750 Penalty: 763.803223
	Iteration 16Q: 3 clusters Score -311628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -311628.343750 Penalty: 763.803223
	Iteration 17Q: 3 clusters Score -311628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -311631.531250 Penalty: 763.803223
	Iteration 18F: 3 clusters Score -311631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -311637.750000 Penalty: 763.803223
	Iteration 19Q: 3 clusters Score -311637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -311644.843750 Penalty: 763.803223
	Iteration 20F: 3 clusters Score -311644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -311645.687500 Penalty: 763.803223
	Iteration 21Q: 3 clusters Score -311645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -311645.625000 Penalty: 763.803223
	Iteration 22Q: 3 clusters Score -311645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -311646.687500 Penalty: 763.803223
	Iteration 23Q: 3 clusters Score -311646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -311647.906250 Penalty: 763.803223
	Iteration 24Q: 3 clusters Score -311647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -311648.062500 Penalty: 763.803223
	Iteration 25Q: 3 clusters Score -311648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -311650.531250 Penalty: 763.803223
	Iteration 26Q: 3 clusters Score -311650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -311650.531250 Penalty: 763.803223
	Iteration 27F: 3 clusters Score -311650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 166 members 
Entering Unmasked Estep 
Score: -19533.964844 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19533.96 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19686.583984 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19686.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19752.621094 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19752.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19781.199219 Penalty: 517.514771
	Iteration 3F: 3 clusters Score -19781.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19797.423828 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19797.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19808.265625 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19808.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19813.464844 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19813.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19813.687500 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19813.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19813.687500 Penalty: 517.514771
	Iteration 8F: 3 clusters Score -19813.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -41051.847656 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -41051.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40529.351562 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -40529.35 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40666.703125 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -40666.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40742.925781 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -40742.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40797.710938 Penalty: 573.538330
	Iteration 3F: 3 clusters Score -40797.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40837.773438 Penalty: 573.538330
	Iteration 4F: 3 clusters Score -40837.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -40856.511719 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -40856.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -40871.742188 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -40871.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40876.710938 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -40876.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -40883.003906 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -40883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40883.765625 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -40883.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40883.765625 Penalty: 573.538330
	Iteration 10F: 3 clusters Score -40883.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -46391.382812 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -46391.38 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 286 members 
Entering Unmasked Estep 
Score: -45845.769531 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -45845.77 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -45977.167969 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -45977.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46004.632812 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -46004.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46029.332031 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -46029.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46038.546875 Penalty: 576.328430
	Iteration 4Q: 3 clusters Score -46038.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46050.582031 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -46050.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46058.429688 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -46058.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46063.164062 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -46063.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46066.160156 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -46066.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46067.300781 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -46067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46068.781250 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -46068.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46070.097656 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -46070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46070.621094 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -46070.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46070.621094 Penalty: 576.328430
	Iteration 13F: 3 clusters Score -46070.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -136385.125000 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -136385.1 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 876 members 
Entering Unmasked Estep 
Score: -135065.875000 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -135065.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -135502.968750 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -135503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -135597.671875 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -135597.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -135686.859375 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -135686.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -135759.609375 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -135759.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -135796.828125 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -135796.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -135825.609375 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -135825.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -135854.625000 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -135854.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -135873.281250 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -135873.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -135891.390625 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -135891.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -135907.890625 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -135907.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -135917.984375 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -135918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -135922.015625 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -135922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -135925.015625 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -135925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -135928.625000 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -135928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -135934.890625 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -135934.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -135941.968750 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -135942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -135945.250000 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -135945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -135946.640625 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -135946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -135950.328125 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -135950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -135953.031250 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -135953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -135955.593750 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -135955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -135958.359375 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -135958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -135960.859375 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -135960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -135964.125000 Penalty: 680.307434
	Iteration 24Q: 3 clusters Score -135964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -135967.843750 Penalty: 680.307434
	Iteration 25Q: 3 clusters Score -135967.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -135970.187500 Penalty: 680.307434
	Iteration 26Q: 3 clusters Score -135970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -135973.531250 Penalty: 680.307434
	Iteration 27Q: 3 clusters Score -135973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -135976.812500 Penalty: 680.307434
	Iteration 28Q: 3 clusters Score -135976.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -135981.687500 Penalty: 680.307434
	Iteration 29Q: 3 clusters Score -135981.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -135987.218750 Penalty: 680.307434
	Iteration 30Q: 3 clusters Score -135987.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -135997.500000 Penalty: 680.307434
	Iteration 31Q: 3 clusters Score -135997.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -136006.859375 Penalty: 680.307434
	Iteration 32Q: 3 clusters Score -136006.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136013.203125 Penalty: 680.307434
	Iteration 33Q: 3 clusters Score -136013.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -136016.968750 Penalty: 680.307434
	Iteration 34Q: 3 clusters Score -136017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -136020.703125 Penalty: 680.307434
	Iteration 35Q: 3 clusters Score -136020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -136022.984375 Penalty: 680.307434
	Iteration 36Q: 3 clusters Score -136023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -136026.515625 Penalty: 680.307434
	Iteration 37Q: 3 clusters Score -136026.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -136031.546875 Penalty: 680.307434
	Iteration 38Q: 3 clusters Score -136031.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -136034.062500 Penalty: 680.307434
	Iteration 39Q: 3 clusters Score -136034.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -136042.515625 Penalty: 680.307434
	Iteration 40F: 3 clusters Score -136042.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -136048.406250 Penalty: 680.307434
	Iteration 41Q: 3 clusters Score -136048.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -136053.312500 Penalty: 680.307434
	Iteration 42Q: 3 clusters Score -136053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -136059.937500 Penalty: 680.307434
	Iteration 43Q: 3 clusters Score -136059.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -136068.187500 Penalty: 680.307434
	Iteration 44Q: 3 clusters Score -136068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -136071.140625 Penalty: 680.307434
	Iteration 45Q: 3 clusters Score -136071.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -136071.734375 Penalty: 680.307434
	Iteration 46Q: 3 clusters Score -136071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -136072.687500 Penalty: 680.307434
	Iteration 47Q: 3 clusters Score -136072.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -136074.281250 Penalty: 680.307434
	Iteration 48Q: 3 clusters Score -136074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -136075.750000 Penalty: 680.307434
	Iteration 49Q: 3 clusters Score -136075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -136080.171875 Penalty: 680.307434
	Iteration 50Q: 3 clusters Score -136080.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -136084.359375 Penalty: 680.307434
	Iteration 51Q: 3 clusters Score -136084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -136086.734375 Penalty: 680.307434
	Iteration 52Q: 3 clusters Score -136086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136088.437500 Penalty: 680.307434
	Iteration 53Q: 3 clusters Score -136088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -136089.078125 Penalty: 680.307434
	Iteration 54Q: 3 clusters Score -136089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -136089.875000 Penalty: 680.307434
	Iteration 55Q: 3 clusters Score -136089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -136090.265625 Penalty: 680.307434
	Iteration 56Q: 3 clusters Score -136090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -136091.000000 Penalty: 680.307434
	Iteration 57Q: 3 clusters Score -136091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -136091.968750 Penalty: 680.307434
	Iteration 58Q: 3 clusters Score -136092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -136094.390625 Penalty: 680.307434
	Iteration 59Q: 3 clusters Score -136094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136097.828125 Penalty: 680.307434
	Iteration 60F: 3 clusters Score -136097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -136102.765625 Penalty: 680.307434
	Iteration 61Q: 3 clusters Score -136102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -136106.906250 Penalty: 680.307434
	Iteration 62Q: 3 clusters Score -136106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -136109.531250 Penalty: 680.307434
	Iteration 63Q: 3 clusters Score -136109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -136112.453125 Penalty: 680.307434
	Iteration 64Q: 3 clusters Score -136112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -136114.093750 Penalty: 680.307434
	Iteration 65Q: 3 clusters Score -136114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -136117.687500 Penalty: 680.307434
	Iteration 66Q: 3 clusters Score -136117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -136120.375000 Penalty: 680.307434
	Iteration 67Q: 3 clusters Score -136120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -136123.562500 Penalty: 680.307434
	Iteration 68Q: 3 clusters Score -136123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -136127.968750 Penalty: 680.307434
	Iteration 69Q: 3 clusters Score -136128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -136128.609375 Penalty: 680.307434
	Iteration 70Q: 3 clusters Score -136128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -136131.812500 Penalty: 680.307434
	Iteration 71Q: 3 clusters Score -136131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -136132.656250 Penalty: 680.307434
	Iteration 72Q: 3 clusters Score -136132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -136133.187500 Penalty: 680.307434
	Iteration 73Q: 3 clusters Score -136133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -136133.187500 Penalty: 680.307434
	Iteration 74F: 3 clusters Score -136133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9426.142578 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9426.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9116.240234 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9116.24 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9207.637695 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9207.638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9233.863281 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9233.863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9236.763672 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -9236.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9236.763672 Penalty: 486.586761
	Iteration 4F: 3 clusters Score -9236.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6274.509277 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6274.509 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 116 members 
Entering Unmasked Estep 
Score: -5959.140625 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5959.141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6060.181641 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6060.182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6117.147949 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6117.148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6153.729004 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -6153.729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6174.720215 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -6174.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6182.706543 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6182.707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6187.723633 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -6187.724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6192.652344 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -6192.652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6194.286133 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -6194.286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6202.488281 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -6202.488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6208.206543 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -6208.207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6208.713867 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -6208.714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6208.713867 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -6208.714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -48856.636719 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -48856.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48218.375000 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -48218.38 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -48385.871094 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -48385.87 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -48446.046875 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -48446.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48485.351562 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -48485.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48499.265625 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -48499.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48509.367188 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -48509.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48512.582031 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -48512.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48514.179688 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -48514.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48515.656250 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -48515.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48517.042969 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -48517.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48520.468750 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -48520.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48526.371094 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -48526.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48531.675781 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -48531.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -48534.148438 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -48534.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -48535.457031 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -48535.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48537.007812 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -48537.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -48538.953125 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -48538.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -48541.488281 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -48541.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48546.847656 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -48546.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48551.355469 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -48551.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48552.707031 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -48552.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -48554.183594 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -48554.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48555.664062 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -48555.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48557.476562 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -48557.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48562.062500 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -48562.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48565.015625 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -48565.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48569.691406 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -48569.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48574.402344 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -48574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -48576.183594 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -48576.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -48581.058594 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -48581.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48587.015625 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -48587.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48592.406250 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -48592.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -48599.414062 Penalty: 600.588257
	Iteration 32Q: 3 clusters Score -48599.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -48603.746094 Penalty: 600.588257
	Iteration 33Q: 3 clusters Score -48603.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48606.562500 Penalty: 600.588257
	Iteration 34Q: 3 clusters Score -48606.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48608.531250 Penalty: 600.588257
	Iteration 35Q: 3 clusters Score -48608.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48611.937500 Penalty: 600.588257
	Iteration 36Q: 3 clusters Score -48611.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -48616.058594 Penalty: 600.588257
	Iteration 37Q: 3 clusters Score -48616.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48617.734375 Penalty: 600.588257
	Iteration 38Q: 3 clusters Score -48617.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48623.781250 Penalty: 600.588257
	Iteration 39Q: 3 clusters Score -48623.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48625.882812 Penalty: 600.588257
	Iteration 40F: 3 clusters Score -48625.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48626.839844 Penalty: 600.588257
	Iteration 41Q: 3 clusters Score -48626.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48629.199219 Penalty: 600.588257
	Iteration 42Q: 3 clusters Score -48629.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48630.738281 Penalty: 600.588257
	Iteration 43Q: 3 clusters Score -48630.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48630.738281 Penalty: 600.588257
	Iteration 44F: 3 clusters Score -48630.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -16659.314453 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16659.31 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 114 members 
Entering Unmasked Estep 
Score: -16328.740234 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16328.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16408.283203 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16408.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16443.791016 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -16443.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16462.417969 Penalty: 508.439636
	Iteration 3F: 3 clusters Score -16462.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16478.890625 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -16478.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -16500.195312 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -16514.058594 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16514.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16516.904297 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -16516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16521.634766 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -16521.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16521.634766 Penalty: 508.439636
	Iteration 9F: 3 clusters Score -16521.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -74701.398438 Penalty: 318.804626
	Iteration 0F: 2 clusters Score -74701.4 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 552 members 
Entering Unmasked Estep 
Score: -73813.039062 Penalty: 637.609253
	Iteration 0F: 3 clusters Score -73813.04 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74071.468750 Penalty: 637.609253
	Iteration 1F: 3 clusters Score -74071.47 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74125.960938 Penalty: 637.609253
	Iteration 2F: 3 clusters Score -74125.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74182.296875 Penalty: 637.609253
	Iteration 3F: 3 clusters Score -74182.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74239.914062 Penalty: 637.609253
	Iteration 4Q: 3 clusters Score -74239.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74304.039062 Penalty: 637.609253
	Iteration 5F: 3 clusters Score -74304.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74399.398438 Penalty: 637.609253
	Iteration 6F: 3 clusters Score -74399.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74479.734375 Penalty: 637.609253
	Iteration 7F: 3 clusters Score -74479.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74557.234375 Penalty: 637.609253
	Iteration 8F: 3 clusters Score -74557.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74594.257812 Penalty: 637.609253
	Iteration 9Q: 3 clusters Score -74594.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74623.679688 Penalty: 637.609253
	Iteration 10Q: 3 clusters Score -74623.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74638.468750 Penalty: 637.609253
	Iteration 11Q: 3 clusters Score -74638.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74647.117188 Penalty: 637.609253
	Iteration 12Q: 3 clusters Score -74647.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74655.609375 Penalty: 637.609253
	Iteration 13Q: 3 clusters Score -74655.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74663.132812 Penalty: 637.609253
	Iteration 14Q: 3 clusters Score -74663.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74667.953125 Penalty: 637.609253
	Iteration 15Q: 3 clusters Score -74667.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74670.093750 Penalty: 637.609253
	Iteration 16Q: 3 clusters Score -74670.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74672.468750 Penalty: 637.609253
	Iteration 17Q: 3 clusters Score -74672.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74675.796875 Penalty: 637.609253
	Iteration 18Q: 3 clusters Score -74675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74681.046875 Penalty: 637.609253
	Iteration 19Q: 3 clusters Score -74681.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74682.937500 Penalty: 637.609253
	Iteration 20F: 3 clusters Score -74682.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74684.195312 Penalty: 637.609253
	Iteration 21Q: 3 clusters Score -74684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74684.796875 Penalty: 637.609253
	Iteration 22Q: 3 clusters Score -74684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74685.078125 Penalty: 637.609253
	Iteration 23Q: 3 clusters Score -74685.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74685.078125 Penalty: 637.609253
	Iteration 24F: 3 clusters Score -74685.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (14646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Entering Unmasked Estep 
Score: -1189125.125000 Penalty: 436.432495
	Iteration 0F: 2 clusters Score -1189125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1179356.500000 Penalty: 872.864990
	Iteration 0F: 3 clusters Score -1179356 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1183430.000000 Penalty: 872.864990
	Iteration 1F: 3 clusters Score -1183430 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1183800.125000 Penalty: 872.864990
	Iteration 2F: 3 clusters Score -1183800 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1184262.250000 Penalty: 872.864990
	Iteration 3F: 3 clusters Score -1184262 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1184873.750000 Penalty: 872.864990
	Iteration 4F: 3 clusters Score -1184874 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1185560.000000 Penalty: 872.864990
	Iteration 5F: 3 clusters Score -1185560 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1185985.375000 Penalty: 872.864990
	Iteration 6F: 3 clusters Score -1185985 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1186150.000000 Penalty: 872.864990
	Iteration 7Q: 3 clusters Score -1186150 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1186246.000000 Penalty: 872.864990
	Iteration 8Q: 3 clusters Score -1186246 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1186329.250000 Penalty: 872.864990
	Iteration 9Q: 3 clusters Score -1186329 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1186415.500000 Penalty: 872.864990
	Iteration 10Q: 3 clusters Score -1186416 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1186494.500000 Penalty: 872.864990
	Iteration 11Q: 3 clusters Score -1186494 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1186592.375000 Penalty: 872.864990
	Iteration 12Q: 3 clusters Score -1186592 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1186677.125000 Penalty: 872.864990
	Iteration 13Q: 3 clusters Score -1186677 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1186789.000000 Penalty: 872.864990
	Iteration 14Q: 3 clusters Score -1186789 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1186903.250000 Penalty: 872.864990
	Iteration 15Q: 3 clusters Score -1186903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1187021.750000 Penalty: 872.864990
	Iteration 16Q: 3 clusters Score -1187022 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1187171.000000 Penalty: 872.864990
	Iteration 17Q: 3 clusters Score -1187171 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1187350.625000 Penalty: 872.864990
	Iteration 18Q: 3 clusters Score -1187351 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1187527.625000 Penalty: 872.864990
	Iteration 19Q: 3 clusters Score -1187528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1187723.875000 Penalty: 872.864990
	Iteration 20F: 3 clusters Score -1187724 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1187954.625000 Penalty: 872.864990
	Iteration 21Q: 3 clusters Score -1187955 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1188169.125000 Penalty: 872.864990
	Iteration 22Q: 3 clusters Score -1188169 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1188357.875000 Penalty: 872.864990
	Iteration 23Q: 3 clusters Score -1188358 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1188519.250000 Penalty: 872.864990
	Iteration 24Q: 3 clusters Score -1188519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1188632.250000 Penalty: 872.864990
	Iteration 25Q: 3 clusters Score -1188632 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1188709.875000 Penalty: 872.864990
	Iteration 26Q: 3 clusters Score -1188710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1188743.000000 Penalty: 872.864990
	Iteration 27Q: 3 clusters Score -1188743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1188765.125000 Penalty: 872.864990
	Iteration 28Q: 3 clusters Score -1188765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1188774.375000 Penalty: 872.864990
	Iteration 29Q: 3 clusters Score -1188774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1188784.250000 Penalty: 872.864990
	Iteration 30Q: 3 clusters Score -1188784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1188782.375000 Penalty: 872.864990
	Iteration 31Q: 3 clusters Score -1188782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1188785.000000 Penalty: 872.864990
	Iteration 32Q: 3 clusters Score -1188785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1188786.875000 Penalty: 872.864990
	Iteration 33Q: 3 clusters Score -1188787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1188788.125000 Penalty: 872.864990
	Iteration 34Q: 3 clusters Score -1188788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1188791.125000 Penalty: 872.864990
	Iteration 35Q: 3 clusters Score -1188791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1188790.250000 Penalty: 872.864990
	Iteration 36Q: 3 clusters Score -1188790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1188789.625000 Penalty: 872.864990
	Iteration 37Q: 3 clusters Score -1188790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1188790.250000 Penalty: 872.864990
	Iteration 38Q: 3 clusters Score -1188790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1188789.625000 Penalty: 872.864990
	Iteration 39Q: 3 clusters Score -1188790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1188792.500000 Penalty: 872.864990
	Iteration 40F: 3 clusters Score -1188792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1188794.625000 Penalty: 872.864990
	Iteration 41Q: 3 clusters Score -1188795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1188793.625000 Penalty: 872.864990
	Iteration 42Q: 3 clusters Score -1188794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1188795.875000 Penalty: 872.864990
	Iteration 43Q: 3 clusters Score -1188796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1188795.250000 Penalty: 872.864990
	Iteration 44Q: 3 clusters Score -1188795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1188795.875000 Penalty: 872.864990
	Iteration 45Q: 3 clusters Score -1188796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1188795.500000 Penalty: 872.864990
	Iteration 46Q: 3 clusters Score -1188796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1188793.750000 Penalty: 872.864990
	Iteration 47Q: 3 clusters Score -1188794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1188796.000000 Penalty: 872.864990
	Iteration 48Q: 3 clusters Score -1188796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1188796.000000 Penalty: 872.864990
	Iteration 49F: 3 clusters Score -1188796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -303489.250000 Penalty: 377.116882
	Iteration 0F: 2 clusters Score -303489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -300714.218750 Penalty: 754.233765
	Iteration 0F: 3 clusters Score -300714.2 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -301758.406250 Penalty: 754.233765
	Iteration 1F: 3 clusters Score -301758.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -302062.125000 Penalty: 754.233765
	Iteration 2F: 3 clusters Score -302062.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -302359.156250 Penalty: 754.233765
	Iteration 3F: 3 clusters Score -302359.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -302664.250000 Penalty: 754.233765
	Iteration 4F: 3 clusters Score -302664.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -302909.218750 Penalty: 754.233765
	Iteration 5F: 3 clusters Score -302909.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -303063.656250 Penalty: 754.233765
	Iteration 6F: 3 clusters Score -303063.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -303197.437500 Penalty: 754.233765
	Iteration 7Q: 3 clusters Score -303197.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -303320.250000 Penalty: 754.233765
	Iteration 8Q: 3 clusters Score -303320.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -303378.375000 Penalty: 754.233765
	Iteration 9Q: 3 clusters Score -303378.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -303405.468750 Penalty: 754.233765
	Iteration 10Q: 3 clusters Score -303405.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -303416.031250 Penalty: 754.233765
	Iteration 11Q: 3 clusters Score -303416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -303420.937500 Penalty: 754.233765
	Iteration 12Q: 3 clusters Score -303420.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -303424.468750 Penalty: 754.233765
	Iteration 13Q: 3 clusters Score -303424.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -303428.437500 Penalty: 754.233765
	Iteration 14Q: 3 clusters Score -303428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -303430.125000 Penalty: 754.233765
	Iteration 15Q: 3 clusters Score -303430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -303431.625000 Penalty: 754.233765
	Iteration 16Q: 3 clusters Score -303431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -303432.062500 Penalty: 754.233765
	Iteration 17Q: 3 clusters Score -303432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -303433.343750 Penalty: 754.233765
	Iteration 18Q: 3 clusters Score -303433.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -303434.750000 Penalty: 754.233765
	Iteration 19Q: 3 clusters Score -303434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -303435.375000 Penalty: 754.233765
	Iteration 20F: 3 clusters Score -303435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -303437.156250 Penalty: 754.233765
	Iteration 21Q: 3 clusters Score -303437.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -303437.562500 Penalty: 754.233765
	Iteration 22Q: 3 clusters Score -303437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -303438.062500 Penalty: 754.233765
	Iteration 23Q: 3 clusters Score -303438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -303437.843750 Penalty: 754.233765
	Iteration 24Q: 3 clusters Score -303437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -303438.343750 Penalty: 754.233765
	Iteration 25Q: 3 clusters Score -303438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -303438.343750 Penalty: 754.233765
	Iteration 26Q: 3 clusters Score -303438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -303437.937500 Penalty: 754.233765
	Iteration 27Q: 3 clusters Score -303437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -303437.781250 Penalty: 754.233765
	Iteration 28Q: 3 clusters Score -303437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -303437.781250 Penalty: 754.233765
	Iteration 29F: 3 clusters Score -303437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18741.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18741.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18335.244141 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18335.24 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18456.402344 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18456.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18528.333984 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18528.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18575.496094 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -18575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18597.943359 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18597.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18609.833984 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18609.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18615.228516 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18615.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18617.835938 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18617.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18617.835938 Penalty: 544.538208
	Iteration 8F: 3 clusters Score -18617.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3659.935303 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3659.935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3479.032715 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3479.033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3545.098877 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3545.099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3576.890869 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3576.891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3580.713867 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -3580.714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3583.101562 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3583.102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3583.101562 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3583.102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Entering Unmasked Estep 
Score: -1772209.625000 Penalty: 454.460846
	Iteration 0F: 2 clusters Score -1772210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1758085.375000 Penalty: 908.921692
	Iteration 0F: 3 clusters Score -1758085 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1764135.125000 Penalty: 908.921692
	Iteration 1F: 3 clusters Score -1764135 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1764526.125000 Penalty: 908.921692
	Iteration 2Q: 3 clusters Score -1764526 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1765214.750000 Penalty: 908.921692
	Iteration 3F: 3 clusters Score -1765215 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1766388.750000 Penalty: 908.921692
	Iteration 4F: 3 clusters Score -1766389 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1768006.750000 Penalty: 908.921692
	Iteration 5F: 3 clusters Score -1768007 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1769264.500000 Penalty: 908.921692
	Iteration 6F: 3 clusters Score -1769264 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1769928.000000 Penalty: 908.921692
	Iteration 7Q: 3 clusters Score -1769928 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1770366.375000 Penalty: 908.921692
	Iteration 8Q: 3 clusters Score -1770366 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1770663.000000 Penalty: 908.921692
	Iteration 9Q: 3 clusters Score -1770663 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1770867.625000 Penalty: 908.921692
	Iteration 10Q: 3 clusters Score -1770868 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1770997.125000 Penalty: 908.921692
	Iteration 11Q: 3 clusters Score -1770997 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1771102.125000 Penalty: 908.921692
	Iteration 12Q: 3 clusters Score -1771102 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1771165.125000 Penalty: 908.921692
	Iteration 13Q: 3 clusters Score -1771165 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1771203.250000 Penalty: 908.921692
	Iteration 14Q: 3 clusters Score -1771203 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1771226.625000 Penalty: 908.921692
	Iteration 15Q: 3 clusters Score -1771227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1771245.375000 Penalty: 908.921692
	Iteration 16Q: 3 clusters Score -1771245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1771247.625000 Penalty: 908.921692
	Iteration 17Q: 3 clusters Score -1771248 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1771257.625000 Penalty: 908.921692
	Iteration 18Q: 3 clusters Score -1771258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1771262.500000 Penalty: 908.921692
	Iteration 19Q: 3 clusters Score -1771262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1771260.625000 Penalty: 908.921692
	Iteration 20F: 3 clusters Score -1771261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1771265.250000 Penalty: 908.921692
	Iteration 21Q: 3 clusters Score -1771265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1771270.250000 Penalty: 908.921692
	Iteration 22Q: 3 clusters Score -1771270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1771273.875000 Penalty: 908.921692
	Iteration 23Q: 3 clusters Score -1771274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1771277.625000 Penalty: 908.921692
	Iteration 24Q: 3 clusters Score -1771278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1771275.250000 Penalty: 908.921692
	Iteration 25Q: 3 clusters Score -1771275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1771276.250000 Penalty: 908.921692
	Iteration 26Q: 3 clusters Score -1771276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1771275.375000 Penalty: 908.921692
	Iteration 27Q: 3 clusters Score -1771275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1771282.500000 Penalty: 908.921692
	Iteration 28Q: 3 clusters Score -1771282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1771277.375000 Penalty: 908.921692
	Iteration 29Q: 3 clusters Score -1771277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1771275.000000 Penalty: 908.921692
	Iteration 30Q: 3 clusters Score -1771275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1771276.625000 Penalty: 908.921692
	Iteration 31Q: 3 clusters Score -1771277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1771272.625000 Penalty: 908.921692
	Iteration 32Q: 3 clusters Score -1771273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1771271.250000 Penalty: 908.921692
	Iteration 33Q: 3 clusters Score -1771271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1771274.500000 Penalty: 908.921692
	Iteration 34Q: 3 clusters Score -1771274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1771273.250000 Penalty: 908.921692
	Iteration 35Q: 3 clusters Score -1771273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1771275.375000 Penalty: 908.921692
	Iteration 36Q: 3 clusters Score -1771275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1771277.500000 Penalty: 908.921692
	Iteration 37Q: 3 clusters Score -1771278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1771276.250000 Penalty: 908.921692
	Iteration 38Q: 3 clusters Score -1771276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1771274.500000 Penalty: 908.921692
	Iteration 39Q: 3 clusters Score -1771274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1771276.125000 Penalty: 908.921692
	Iteration 40F: 3 clusters Score -1771276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1771275.500000 Penalty: 908.921692
	Iteration 41Q: 3 clusters Score -1771276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1771275.375000 Penalty: 908.921692
	Iteration 42Q: 3 clusters Score -1771275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1771275.500000 Penalty: 908.921692
	Iteration 43Q: 3 clusters Score -1771276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1771275.500000 Penalty: 908.921692
	Iteration 44F: 3 clusters Score -1771276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -8639.360352 Penalty: 220.767380
	Iteration 0F: 2 clusters Score -8639.36 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 65 members 
Entering Unmasked Estep 
Score: -8432.102539 Penalty: 441.534760
	Iteration 0F: 3 clusters Score -8432.103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8484.384766 Penalty: 441.534760
	Iteration 1F: 3 clusters Score -8484.385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8507.428711 Penalty: 441.534760
	Iteration 2F: 3 clusters Score -8507.429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8517.190430 Penalty: 441.534760
	Iteration 3Q: 3 clusters Score -8517.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8519.159180 Penalty: 441.534760
	Iteration 4Q: 3 clusters Score -8519.159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8519.989258 Penalty: 441.534760
	Iteration 5Q: 3 clusters Score -8519.989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8522.184570 Penalty: 441.534760
	Iteration 6Q: 3 clusters Score -8522.185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8523.979492 Penalty: 441.534760
	Iteration 7Q: 3 clusters Score -8523.979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8523.979492 Penalty: 441.534760
	Iteration 8F: 3 clusters Score -8523.979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (23159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Entering Unmasked Estep 
Score: -1851711.125000 Penalty: 457.281311
	Iteration 0F: 2 clusters Score -1851711 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 11745 members 
Entering Unmasked Estep 
Score: -1836542.250000 Penalty: 914.562622
	Iteration 0F: 3 clusters Score -1836542 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1843737.125000 Penalty: 914.562622
	Iteration 1F: 3 clusters Score -1843737 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -1844925.875000 Penalty: 914.562622
	Iteration 2F: 3 clusters Score -1844926 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1846659.375000 Penalty: 914.562622
	Iteration 3F: 3 clusters Score -1846659 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1848745.750000 Penalty: 914.562622
	Iteration 4F: 3 clusters Score -1848746 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -1850304.375000 Penalty: 914.562622
	Iteration 5F: 3 clusters Score -1850304 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -1851011.125000 Penalty: 914.562622
	Iteration 6Q: 3 clusters Score -1851011 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -1851203.125000 Penalty: 914.562622
	Iteration 7Q: 3 clusters Score -1851203 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1851268.750000 Penalty: 914.562622
	Iteration 8Q: 3 clusters Score -1851269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -1851293.250000 Penalty: 914.562622
	Iteration 9Q: 3 clusters Score -1851293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1851296.375000 Penalty: 914.562622
	Iteration 10Q: 3 clusters Score -1851296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1851306.500000 Penalty: 914.562622
	Iteration 11Q: 3 clusters Score -1851306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -1851309.000000 Penalty: 914.562622
	Iteration 12Q: 3 clusters Score -1851309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1851311.125000 Penalty: 914.562622
	Iteration 13Q: 3 clusters Score -1851311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -1851311.125000 Penalty: 914.562622
	Iteration 14F: 3 clusters Score -1851311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 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 98 members 
Entering Unmasked Estep 
Score: -13924.745117 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13924.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13984.070312 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13984.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13998.902344 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -13998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14006.702148 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14011.093750 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14011.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14012.297852 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14012.636719 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14012.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14012.636719 Penalty: 484.836731
	Iteration 7F: 3 clusters Score -14012.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -463942.968750 Penalty: 393.093201
	Iteration 0F: 2 clusters Score -463943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -460173.062500 Penalty: 786.186401
	Iteration 0F: 3 clusters Score -460173.1 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -461574.343750 Penalty: 786.186401
	Iteration 1F: 3 clusters Score -461574.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -461694.343750 Penalty: 786.186401
	Iteration 2F: 3 clusters Score -461694.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -461820.500000 Penalty: 786.186401
	Iteration 3Q: 3 clusters Score -461820.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -461962.562500 Penalty: 786.186401
	Iteration 4F: 3 clusters Score -461962.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -462133.843750 Penalty: 786.186401
	Iteration 5F: 3 clusters Score -462133.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -462354.687500 Penalty: 786.186401
	Iteration 6F: 3 clusters Score -462354.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -462602.156250 Penalty: 786.186401
	Iteration 7F: 3 clusters Score -462602.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -462825.718750 Penalty: 786.186401
	Iteration 8Q: 3 clusters Score -462825.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -462995.843750 Penalty: 786.186401
	Iteration 9Q: 3 clusters Score -462995.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -463117.500000 Penalty: 786.186401
	Iteration 10Q: 3 clusters Score -463117.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -463226.750000 Penalty: 786.186401
	Iteration 11Q: 3 clusters Score -463226.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -463321.812500 Penalty: 786.186401
	Iteration 12Q: 3 clusters Score -463321.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -463382.343750 Penalty: 786.186401
	Iteration 13Q: 3 clusters Score -463382.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -463443.343750 Penalty: 786.186401
	Iteration 14Q: 3 clusters Score -463443.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -463494.562500 Penalty: 786.186401
	Iteration 15Q: 3 clusters Score -463494.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -463537.562500 Penalty: 786.186401
	Iteration 16Q: 3 clusters Score -463537.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -463556.937500 Penalty: 786.186401
	Iteration 17Q: 3 clusters Score -463556.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -463571.750000 Penalty: 786.186401
	Iteration 18Q: 3 clusters Score -463571.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -463579.593750 Penalty: 786.186401
	Iteration 19Q: 3 clusters Score -463579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -463589.781250 Penalty: 786.186401
	Iteration 20F: 3 clusters Score -463589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -463595.531250 Penalty: 786.186401
	Iteration 21Q: 3 clusters Score -463595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -463601.718750 Penalty: 786.186401
	Iteration 22Q: 3 clusters Score -463601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -463605.937500 Penalty: 786.186401
	Iteration 23Q: 3 clusters Score -463605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -463608.718750 Penalty: 786.186401
	Iteration 24Q: 3 clusters Score -463608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -463612.781250 Penalty: 786.186401
	Iteration 25Q: 3 clusters Score -463612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -463619.218750 Penalty: 786.186401
	Iteration 26Q: 3 clusters Score -463619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -463622.062500 Penalty: 786.186401
	Iteration 27Q: 3 clusters Score -463622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -463622.437500 Penalty: 786.186401
	Iteration 28Q: 3 clusters Score -463622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -463622.437500 Penalty: 786.186401
	Iteration 29F: 3 clusters Score -463622.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (19502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Entering Unmasked Estep 
Score: -1473908.000000 Penalty: 449.461365
	Iteration 0F: 2 clusters Score -1473908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1460964.625000 Penalty: 898.922729
	Iteration 0F: 3 clusters Score -1460965 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1466655.250000 Penalty: 898.922729
	Iteration 1F: 3 clusters Score -1466655 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1467196.750000 Penalty: 898.922729
	Iteration 2F: 3 clusters Score -1467197 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1468012.875000 Penalty: 898.922729
	Iteration 3F: 3 clusters Score -1468013 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1469073.375000 Penalty: 898.922729
	Iteration 4F: 3 clusters Score -1469073 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1470276.625000 Penalty: 898.922729
	Iteration 5F: 3 clusters Score -1470277 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1471296.625000 Penalty: 898.922729
	Iteration 6F: 3 clusters Score -1471297 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1471938.500000 Penalty: 898.922729
	Iteration 7Q: 3 clusters Score -1471938 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1472351.125000 Penalty: 898.922729
	Iteration 8Q: 3 clusters Score -1472351 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1472627.875000 Penalty: 898.922729
	Iteration 9Q: 3 clusters Score -1472628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1472841.875000 Penalty: 898.922729
	Iteration 10Q: 3 clusters Score -1472842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1472983.750000 Penalty: 898.922729
	Iteration 11Q: 3 clusters Score -1472984 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1473091.000000 Penalty: 898.922729
	Iteration 12Q: 3 clusters Score -1473091 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1473169.375000 Penalty: 898.922729
	Iteration 13Q: 3 clusters Score -1473169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1473238.125000 Penalty: 898.922729
	Iteration 14Q: 3 clusters Score -1473238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1473293.250000 Penalty: 898.922729
	Iteration 15Q: 3 clusters Score -1473293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1473333.625000 Penalty: 898.922729
	Iteration 16Q: 3 clusters Score -1473334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1473376.875000 Penalty: 898.922729
	Iteration 17Q: 3 clusters Score -1473377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1473430.125000 Penalty: 898.922729
	Iteration 18Q: 3 clusters Score -1473430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1473473.750000 Penalty: 898.922729
	Iteration 19Q: 3 clusters Score -1473474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1473508.875000 Penalty: 898.922729
	Iteration 20F: 3 clusters Score -1473509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1473540.000000 Penalty: 898.922729
	Iteration 21Q: 3 clusters Score -1473540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1473573.875000 Penalty: 898.922729
	Iteration 22Q: 3 clusters Score -1473574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1473594.250000 Penalty: 898.922729
	Iteration 23Q: 3 clusters Score -1473594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1473609.625000 Penalty: 898.922729
	Iteration 24Q: 3 clusters Score -1473610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1473628.750000 Penalty: 898.922729
	Iteration 25Q: 3 clusters Score -1473629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1473641.750000 Penalty: 898.922729
	Iteration 26Q: 3 clusters Score -1473642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1473650.625000 Penalty: 898.922729
	Iteration 27Q: 3 clusters Score -1473651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1473651.875000 Penalty: 898.922729
	Iteration 28Q: 3 clusters Score -1473652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1473656.875000 Penalty: 898.922729
	Iteration 29Q: 3 clusters Score -1473657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 898.922729
	Iteration 30Q: 3 clusters Score -1473657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1473657.000000 Penalty: 898.922729
	Iteration 31Q: 3 clusters Score -1473657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1473657.125000 Penalty: 898.922729
	Iteration 32Q: 3 clusters Score -1473657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1473657.125000 Penalty: 898.922729
	Iteration 33F: 3 clusters Score -1473657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11786.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11786.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11500.520508 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11500.52 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11595.304688 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11595.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11641.435547 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11641.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11653.355469 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -11653.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11657.649414 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11657.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11663.738281 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11663.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11665.223633 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11665.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11665.807617 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -11665.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11666.200195 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -11666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11666.200195 Penalty: 487.449371
	Iteration 9F: 3 clusters Score -11666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -111684.031250 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -111684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110633.656250 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -110633.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -110929.234375 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -110929.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -111008.820312 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -111008.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -111067.875000 Penalty: 658.047119
	Iteration 3F: 3 clusters Score -111067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -111112.562500 Penalty: 658.047119
	Iteration 4F: 3 clusters Score -111112.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -111157.726562 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -111157.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -111193.492188 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -111193.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -111237.617188 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -111237.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -111277.710938 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -111277.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111311.593750 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -111311.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111341.882812 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -111341.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111379.898438 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -111379.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111421.843750 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -111421.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111444.960938 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -111445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111462.062500 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -111462.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111471.437500 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -111471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111476.500000 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -111476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111480.203125 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -111480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111482.523438 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -111482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111484.578125 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -111484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111486.570312 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -111486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111493.140625 Penalty: 658.047119
	Iteration 21Q: 3 clusters Score -111493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111496.812500 Penalty: 658.047119
	Iteration 22Q: 3 clusters Score -111496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111497.289062 Penalty: 658.047119
	Iteration 23Q: 3 clusters Score -111497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111498.851562 Penalty: 658.047119
	Iteration 24Q: 3 clusters Score -111498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111501.406250 Penalty: 658.047119
	Iteration 25Q: 3 clusters Score -111501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111502.406250 Penalty: 658.047119
	Iteration 26Q: 3 clusters Score -111502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111503.632812 Penalty: 658.047119
	Iteration 27Q: 3 clusters Score -111503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111505.484375 Penalty: 658.047119
	Iteration 28Q: 3 clusters Score -111505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111509.093750 Penalty: 658.047119
	Iteration 29Q: 3 clusters Score -111509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111511.898438 Penalty: 658.047119
	Iteration 30Q: 3 clusters Score -111511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111512.820312 Penalty: 658.047119
	Iteration 31Q: 3 clusters Score -111512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111514.414062 Penalty: 658.047119
	Iteration 32Q: 3 clusters Score -111514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111516.726562 Penalty: 658.047119
	Iteration 33Q: 3 clusters Score -111516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111518.742188 Penalty: 658.047119
	Iteration 34Q: 3 clusters Score -111518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111519.226562 Penalty: 658.047119
	Iteration 35Q: 3 clusters Score -111519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111520.039062 Penalty: 658.047119
	Iteration 36Q: 3 clusters Score -111520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111520.648438 Penalty: 658.047119
	Iteration 37Q: 3 clusters Score -111520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111521.101562 Penalty: 658.047119
	Iteration 38Q: 3 clusters Score -111521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111521.101562 Penalty: 658.047119
	Iteration 39F: 3 clusters Score -111521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (36018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Entering Unmasked Estep 
Score: -2886886.000000 Penalty: 477.375732
	Iteration 0F: 2 clusters Score -2886886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2864590.250000 Penalty: 954.751465
	Iteration 0F: 3 clusters Score -2864590 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2874995.250000 Penalty: 954.751465
	Iteration 1F: 3 clusters Score -2874995 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2876347.750000 Penalty: 954.751465
	Iteration 2F: 3 clusters Score -2876348 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2878665.750000 Penalty: 954.751465
	Iteration 3F: 3 clusters Score -2878666 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2881576.750000 Penalty: 954.751465
	Iteration 4F: 3 clusters Score -2881577 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2884079.000000 Penalty: 954.751465
	Iteration 5F: 3 clusters Score -2884079 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2885517.750000 Penalty: 954.751465
	Iteration 6Q: 3 clusters Score -2885518 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2886093.000000 Penalty: 954.751465
	Iteration 7Q: 3 clusters Score -2886093 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2886304.250000 Penalty: 954.751465
	Iteration 8Q: 3 clusters Score -2886304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2886413.250000 Penalty: 954.751465
	Iteration 9Q: 3 clusters Score -2886413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2886454.250000 Penalty: 954.751465
	Iteration 10Q: 3 clusters Score -2886454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2886473.250000 Penalty: 954.751465
	Iteration 11Q: 3 clusters Score -2886473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2886487.250000 Penalty: 954.751465
	Iteration 12Q: 3 clusters Score -2886487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2886489.000000 Penalty: 954.751465
	Iteration 13Q: 3 clusters Score -2886489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2886487.500000 Penalty: 954.751465
	Iteration 14Q: 3 clusters Score -2886488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2886487.500000 Penalty: 954.751465
	Iteration 15F: 3 clusters Score -2886488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (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: -687486.250000 Penalty: 410.925659
	Iteration 0F: 2 clusters Score -687486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -681949.375000 Penalty: 821.851318
	Iteration 0F: 3 clusters Score -681949.4 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -684071.250000 Penalty: 821.851318
	Iteration 1F: 3 clusters Score -684071.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -684256.000000 Penalty: 821.851318
	Iteration 2F: 3 clusters Score -684256 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -684507.500000 Penalty: 821.851318
	Iteration 3F: 3 clusters Score -684507.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -684918.125000 Penalty: 821.851318
	Iteration 4F: 3 clusters Score -684918.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -685462.875000 Penalty: 821.851318
	Iteration 5F: 3 clusters Score -685462.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -685831.625000 Penalty: 821.851318
	Iteration 6F: 3 clusters Score -685831.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -686003.187500 Penalty: 821.851318
	Iteration 7Q: 3 clusters Score -686003.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -686099.375000 Penalty: 821.851318
	Iteration 8Q: 3 clusters Score -686099.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -686239.125000 Penalty: 821.851318
	Iteration 9Q: 3 clusters Score -686239.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -686412.687500 Penalty: 821.851318
	Iteration 10Q: 3 clusters Score -686412.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -686621.312500 Penalty: 821.851318
	Iteration 11Q: 3 clusters Score -686621.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -686823.750000 Penalty: 821.851318
	Iteration 12Q: 3 clusters Score -686823.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -686940.875000 Penalty: 821.851318
	Iteration 13Q: 3 clusters Score -686940.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -687010.937500 Penalty: 821.851318
	Iteration 14Q: 3 clusters Score -687010.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -687058.000000 Penalty: 821.851318
	Iteration 15Q: 3 clusters Score -687058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -687090.437500 Penalty: 821.851318
	Iteration 16Q: 3 clusters Score -687090.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -687093.187500 Penalty: 821.851318
	Iteration 17Q: 3 clusters Score -687093.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -687102.312500 Penalty: 821.851318
	Iteration 18Q: 3 clusters Score -687102.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -687123.312500 Penalty: 821.851318
	Iteration 19Q: 3 clusters Score -687123.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -687144.750000 Penalty: 821.851318
	Iteration 20F: 3 clusters Score -687144.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -687159.312500 Penalty: 821.851318
	Iteration 21Q: 3 clusters Score -687159.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -687152.500000 Penalty: 821.851318
	Iteration 22Q: 3 clusters Score -687152.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -687140.687500 Penalty: 821.851318
	Iteration 23Q: 3 clusters Score -687140.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -687134.500000 Penalty: 821.851318
	Iteration 24Q: 3 clusters Score -687134.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -687127.937500 Penalty: 821.851318
	Iteration 25Q: 3 clusters Score -687127.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -687113.250000 Penalty: 821.851318
	Iteration 26Q: 3 clusters Score -687113.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -687128.250000 Penalty: 821.851318
	Iteration 27Q: 3 clusters Score -687128.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687121.062500 Penalty: 821.851318
	Iteration 28Q: 3 clusters Score -687121.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -687118.937500 Penalty: 821.851318
	Iteration 29Q: 3 clusters Score -687118.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -687115.250000 Penalty: 821.851318
	Iteration 30Q: 3 clusters Score -687115.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -687118.750000 Penalty: 821.851318
	Iteration 31Q: 3 clusters Score -687118.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -687118.875000 Penalty: 821.851318
	Iteration 32Q: 3 clusters Score -687118.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -687110.562500 Penalty: 821.851318
	Iteration 33Q: 3 clusters Score -687110.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -687106.062500 Penalty: 821.851318
	Iteration 34Q: 3 clusters Score -687106.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -687096.312500 Penalty: 821.851318
	Iteration 35Q: 3 clusters Score -687096.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -687095.312500 Penalty: 821.851318
	Iteration 36Q: 3 clusters Score -687095.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -687089.687500 Penalty: 821.851318
	Iteration 37Q: 3 clusters Score -687089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -687096.062500 Penalty: 821.851318
	Iteration 38Q: 3 clusters Score -687096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -687090.562500 Penalty: 821.851318
	Iteration 39Q: 3 clusters Score -687090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -687094.125000 Penalty: 821.851318
	Iteration 40F: 3 clusters Score -687094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -687093.250000 Penalty: 821.851318
	Iteration 41Q: 3 clusters Score -687093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -687092.250000 Penalty: 821.851318
	Iteration 42Q: 3 clusters Score -687092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -687092.250000 Penalty: 821.851318
	Iteration 43F: 3 clusters Score -687092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -58104.433594 Penalty: 301.152618
	Iteration 0F: 2 clusters Score -58104.43 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 355 members 
Entering Unmasked Estep 
Score: -57455.691406 Penalty: 602.305237
	Iteration 0F: 3 clusters Score -57455.69 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57627.875000 Penalty: 602.305237
	Iteration 1F: 3 clusters Score -57627.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57668.949219 Penalty: 602.305237
	Iteration 2F: 3 clusters Score -57668.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57708.941406 Penalty: 602.305237
	Iteration 3F: 3 clusters Score -57708.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 602.305237
	Iteration 4F: 3 clusters Score -57741.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57766.980469 Penalty: 602.305237
	Iteration 5Q: 3 clusters Score -57766.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57792.371094 Penalty: 602.305237
	Iteration 6Q: 3 clusters Score -57792.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57807.316406 Penalty: 602.305237
	Iteration 7Q: 3 clusters Score -57807.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57814.804688 Penalty: 602.305237
	Iteration 8Q: 3 clusters Score -57814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -57818.589844 Penalty: 602.305237
	Iteration 9Q: 3 clusters Score -57818.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57821.476562 Penalty: 602.305237
	Iteration 10Q: 3 clusters Score -57821.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -57823.968750 Penalty: 602.305237
	Iteration 11Q: 3 clusters Score -57823.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -57825.785156 Penalty: 602.305237
	Iteration 12Q: 3 clusters Score -57825.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -57827.804688 Penalty: 602.305237
	Iteration 13Q: 3 clusters Score -57827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -57827.894531 Penalty: 602.305237
	Iteration 14Q: 3 clusters Score -57827.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57828.125000 Penalty: 602.305237
	Iteration 15Q: 3 clusters Score -57828.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57829.144531 Penalty: 602.305237
	Iteration 16Q: 3 clusters Score -57829.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -57835.515625 Penalty: 602.305237
	Iteration 17Q: 3 clusters Score -57835.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -57842.976562 Penalty: 602.305237
	Iteration 18Q: 3 clusters Score -57842.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -57844.292969 Penalty: 602.305237
	Iteration 19Q: 3 clusters Score -57844.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57845.371094 Penalty: 602.305237
	Iteration 20F: 3 clusters Score -57845.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57846.253906 Penalty: 602.305237
	Iteration 21Q: 3 clusters Score -57846.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57846.253906 Penalty: 602.305237
	Iteration 22F: 3 clusters Score -57846.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -125865.218750 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -125865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -124677.156250 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -124677.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -125040.210938 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -125040.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -125129.031250 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -125129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -125205.593750 Penalty: 670.058411
	Iteration 3F: 3 clusters Score -125205.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -125274.156250 Penalty: 670.058411
	Iteration 4F: 3 clusters Score -125274.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -125332.078125 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -125332.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -125391.867188 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -125391.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -125433.523438 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -125433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -125468.218750 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -125468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -125485.101562 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -125485.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -125501.781250 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -125501.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -125514.351562 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -125514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -125526.140625 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -125526.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -125537.890625 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -125537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -125541.828125 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -125541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -125546.859375 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -125546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -125549.359375 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -125549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -125551.070312 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -125551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -125551.593750 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -125551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -125552.921875 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -125552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -125552.921875 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -125552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -113373.703125 Penalty: 331.646210
	Iteration 0F: 2 clusters Score -113373.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112268.000000 Penalty: 663.292419
	Iteration 0F: 3 clusters Score -112268 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -112632.945312 Penalty: 663.292419
	Iteration 1F: 3 clusters Score -112632.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -112691.554688 Penalty: 663.292419
	Iteration 2F: 3 clusters Score -112691.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -112742.039062 Penalty: 663.292419
	Iteration 3F: 3 clusters Score -112742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -112798.179688 Penalty: 663.292419
	Iteration 4F: 3 clusters Score -112798.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -112857.765625 Penalty: 663.292419
	Iteration 5Q: 3 clusters Score -112857.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -112920.320312 Penalty: 663.292419
	Iteration 6Q: 3 clusters Score -112920.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -112967.039062 Penalty: 663.292419
	Iteration 7Q: 3 clusters Score -112967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -113014.109375 Penalty: 663.292419
	Iteration 8Q: 3 clusters Score -113014.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -113045.421875 Penalty: 663.292419
	Iteration 9Q: 3 clusters Score -113045.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -113065.843750 Penalty: 663.292419
	Iteration 10Q: 3 clusters Score -113065.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -113090.523438 Penalty: 663.292419
	Iteration 11Q: 3 clusters Score -113090.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -113105.406250 Penalty: 663.292419
	Iteration 12Q: 3 clusters Score -113105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -113119.718750 Penalty: 663.292419
	Iteration 13Q: 3 clusters Score -113119.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -113134.882812 Penalty: 663.292419
	Iteration 14Q: 3 clusters Score -113134.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -113154.257812 Penalty: 663.292419
	Iteration 15Q: 3 clusters Score -113154.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -113164.476562 Penalty: 663.292419
	Iteration 16Q: 3 clusters Score -113164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -113168.468750 Penalty: 663.292419
	Iteration 17Q: 3 clusters Score -113168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -113171.375000 Penalty: 663.292419
	Iteration 18Q: 3 clusters Score -113171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -113174.632812 Penalty: 663.292419
	Iteration 19Q: 3 clusters Score -113174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -113175.976562 Penalty: 663.292419
	Iteration 20F: 3 clusters Score -113176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113176.562500 Penalty: 663.292419
	Iteration 21Q: 3 clusters Score -113176.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113177.070312 Penalty: 663.292419
	Iteration 22Q: 3 clusters Score -113177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -113177.070312 Penalty: 663.292419
	Iteration 23F: 3 clusters Score -113177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15239.484375 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15239.48 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 116 members 
Entering Unmasked Estep 
Score: -14962.096680 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -14962.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15108.538086 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15108.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15127.841797 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15127.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15141.861328 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15141.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15145.405273 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15145.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15146.032227 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15146.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15146.032227 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -15146.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -235548.250000 Penalty: 361.571106
	Iteration 0F: 2 clusters Score -235548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -233628.109375 Penalty: 723.142212
	Iteration 0F: 3 clusters Score -233628.1 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -234228.015625 Penalty: 723.142212
	Iteration 1F: 3 clusters Score -234228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -234292.953125 Penalty: 723.142212
	Iteration 2F: 3 clusters Score -234293 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -234366.562500 Penalty: 723.142212
	Iteration 3F: 3 clusters Score -234366.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -234466.187500 Penalty: 723.142212
	Iteration 4F: 3 clusters Score -234466.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -234596.578125 Penalty: 723.142212
	Iteration 5F: 3 clusters Score -234596.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -234733.578125 Penalty: 723.142212
	Iteration 6F: 3 clusters Score -234733.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -234898.281250 Penalty: 723.142212
	Iteration 7F: 3 clusters Score -234898.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -235050.656250 Penalty: 723.142212
	Iteration 8F: 3 clusters Score -235050.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -235156.390625 Penalty: 723.142212
	Iteration 9Q: 3 clusters Score -235156.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -235193.531250 Penalty: 723.142212
	Iteration 10Q: 3 clusters Score -235193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -235207.796875 Penalty: 723.142212
	Iteration 11Q: 3 clusters Score -235207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -235217.093750 Penalty: 723.142212
	Iteration 12Q: 3 clusters Score -235217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -235221.781250 Penalty: 723.142212
	Iteration 13Q: 3 clusters Score -235221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -235221.781250 Penalty: 723.142212
	Iteration 14F: 3 clusters Score -235221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (26311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Entering Unmasked Estep 
Score: -2128159.750000 Penalty: 463.087250
	Iteration 0F: 2 clusters Score -2128160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2111444.500000 Penalty: 926.174500
	Iteration 0F: 3 clusters Score -2111444 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2118541.500000 Penalty: 926.174500
	Iteration 1F: 3 clusters Score -2118542 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2118800.000000 Penalty: 926.174500
	Iteration 2Q: 3 clusters Score -2118800 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2119139.750000 Penalty: 926.174500
	Iteration 3Q: 3 clusters Score -2119140 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2119670.750000 Penalty: 926.174500
	Iteration 4Q: 3 clusters Score -2119671 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2120556.000000 Penalty: 926.174500
	Iteration 5F: 3 clusters Score -2120556 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2122036.250000 Penalty: 926.174500
	Iteration 6F: 3 clusters Score -2122036 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2123633.500000 Penalty: 926.174500
	Iteration 7F: 3 clusters Score -2123634 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2124476.750000 Penalty: 926.174500
	Iteration 8F: 3 clusters Score -2124477 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2124704.000000 Penalty: 926.174500
	Iteration 9Q: 3 clusters Score -2124704 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2124793.000000 Penalty: 926.174500
	Iteration 10Q: 3 clusters Score -2124793 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2124848.000000 Penalty: 926.174500
	Iteration 11Q: 3 clusters Score -2124848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2124909.750000 Penalty: 926.174500
	Iteration 12Q: 3 clusters Score -2124910 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2124974.250000 Penalty: 926.174500
	Iteration 13Q: 3 clusters Score -2124974 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2125046.250000 Penalty: 926.174500
	Iteration 14Q: 3 clusters Score -2125046 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2125135.250000 Penalty: 926.174500
	Iteration 15Q: 3 clusters Score -2125135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2125202.750000 Penalty: 926.174500
	Iteration 16Q: 3 clusters Score -2125203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2125279.000000 Penalty: 926.174500
	Iteration 17Q: 3 clusters Score -2125279 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2125362.250000 Penalty: 926.174500
	Iteration 18Q: 3 clusters Score -2125362 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2125445.500000 Penalty: 926.174500
	Iteration 19Q: 3 clusters Score -2125446 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2125561.750000 Penalty: 926.174500
	Iteration 20F: 3 clusters Score -2125562 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2125672.250000 Penalty: 926.174500
	Iteration 21Q: 3 clusters Score -2125672 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2125812.250000 Penalty: 926.174500
	Iteration 22Q: 3 clusters Score -2125812 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2125996.500000 Penalty: 926.174500
	Iteration 23Q: 3 clusters Score -2125996 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2126222.000000 Penalty: 926.174500
	Iteration 24Q: 3 clusters Score -2126222 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2126498.500000 Penalty: 926.174500
	Iteration 25Q: 3 clusters Score -2126498 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2126800.250000 Penalty: 926.174500
	Iteration 26Q: 3 clusters Score -2126800 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2127088.750000 Penalty: 926.174500
	Iteration 27Q: 3 clusters Score -2127089 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2127320.250000 Penalty: 926.174500
	Iteration 28Q: 3 clusters Score -2127320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2127459.500000 Penalty: 926.174500
	Iteration 29Q: 3 clusters Score -2127460 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2127540.500000 Penalty: 926.174500
	Iteration 30Q: 3 clusters Score -2127540 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2127589.250000 Penalty: 926.174500
	Iteration 31Q: 3 clusters Score -2127589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2127610.250000 Penalty: 926.174500
	Iteration 32Q: 3 clusters Score -2127610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2127622.250000 Penalty: 926.174500
	Iteration 33Q: 3 clusters Score -2127622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2127630.000000 Penalty: 926.174500
	Iteration 34Q: 3 clusters Score -2127630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2127632.000000 Penalty: 926.174500
	Iteration 35Q: 3 clusters Score -2127632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2127635.500000 Penalty: 926.174500
	Iteration 36Q: 3 clusters Score -2127636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2127638.250000 Penalty: 926.174500
	Iteration 37Q: 3 clusters Score -2127638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2127638.000000 Penalty: 926.174500
	Iteration 38Q: 3 clusters Score -2127638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2127634.500000 Penalty: 926.174500
	Iteration 39Q: 3 clusters Score -2127634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2127683.000000 Penalty: 926.174500
	Iteration 40F: 3 clusters Score -2127683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2127688.750000 Penalty: 926.174500
	Iteration 41Q: 3 clusters Score -2127689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2127692.500000 Penalty: 926.174500
	Iteration 42Q: 3 clusters Score -2127692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2127700.250000 Penalty: 926.174500
	Iteration 43Q: 3 clusters Score -2127700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2127701.750000 Penalty: 926.174500
	Iteration 44Q: 3 clusters Score -2127702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2127702.750000 Penalty: 926.174500
	Iteration 45Q: 3 clusters Score -2127703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2127704.000000 Penalty: 926.174500
	Iteration 46Q: 3 clusters Score -2127704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2127706.000000 Penalty: 926.174500
	Iteration 47Q: 3 clusters Score -2127706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2127709.750000 Penalty: 926.174500
	Iteration 48Q: 3 clusters Score -2127710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2127711.000000 Penalty: 926.174500
	Iteration 49Q: 3 clusters Score -2127711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2127712.000000 Penalty: 926.174500
	Iteration 50Q: 3 clusters Score -2127712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2127721.000000 Penalty: 926.174500
	Iteration 51Q: 3 clusters Score -2127721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2127719.250000 Penalty: 926.174500
	Iteration 52Q: 3 clusters Score -2127719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2127730.750000 Penalty: 926.174500
	Iteration 53Q: 3 clusters Score -2127731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2127739.250000 Penalty: 926.174500
	Iteration 54Q: 3 clusters Score -2127739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2127734.500000 Penalty: 926.174500
	Iteration 55Q: 3 clusters Score -2127734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2127738.250000 Penalty: 926.174500
	Iteration 56Q: 3 clusters Score -2127738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2127743.500000 Penalty: 926.174500
	Iteration 57Q: 3 clusters Score -2127744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2127749.500000 Penalty: 926.174500
	Iteration 58Q: 3 clusters Score -2127750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2127750.000000 Penalty: 926.174500
	Iteration 59Q: 3 clusters Score -2127750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2127762.250000 Penalty: 926.174500
	Iteration 60F: 3 clusters Score -2127762 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2127768.000000 Penalty: 926.174500
	Iteration 61Q: 3 clusters Score -2127768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2127779.250000 Penalty: 926.174500
	Iteration 62Q: 3 clusters Score -2127779 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2127790.250000 Penalty: 926.174500
	Iteration 63Q: 3 clusters Score -2127790 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2127785.250000 Penalty: 926.174500
	Iteration 64Q: 3 clusters Score -2127785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2127789.500000 Penalty: 926.174500
	Iteration 65Q: 3 clusters Score -2127790 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2127785.250000 Penalty: 926.174500
	Iteration 66Q: 3 clusters Score -2127785 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2127801.750000 Penalty: 926.174500
	Iteration 67Q: 3 clusters Score -2127802 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2127808.500000 Penalty: 926.174500
	Iteration 68Q: 3 clusters Score -2127808 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2127819.250000 Penalty: 926.174500
	Iteration 69Q: 3 clusters Score -2127819 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2127860.750000 Penalty: 926.174500
	Iteration 70Q: 3 clusters Score -2127861 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2127870.250000 Penalty: 926.174500
	Iteration 71Q: 3 clusters Score -2127870 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2127878.000000 Penalty: 926.174500
	Iteration 72Q: 3 clusters Score -2127878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2127895.000000 Penalty: 926.174500
	Iteration 73Q: 3 clusters Score -2127895 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2127908.750000 Penalty: 926.174500
	Iteration 74Q: 3 clusters Score -2127909 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2127929.000000 Penalty: 926.174500
	Iteration 75Q: 3 clusters Score -2127929 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2127919.000000 Penalty: 926.174500
	Iteration 76Q: 3 clusters Score -2127919 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2127932.000000 Penalty: 926.174500
	Iteration 77Q: 3 clusters Score -2127932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2127933.500000 Penalty: 926.174500
	Iteration 78Q: 3 clusters Score -2127934 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2127974.000000 Penalty: 926.174500
	Iteration 79Q: 3 clusters Score -2127974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2127988.500000 Penalty: 926.174500
	Iteration 80F: 3 clusters Score -2127988 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2128012.500000 Penalty: 926.174500
	Iteration 81Q: 3 clusters Score -2128012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2128027.000000 Penalty: 926.174500
	Iteration 82Q: 3 clusters Score -2128027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2128036.000000 Penalty: 926.174500
	Iteration 83Q: 3 clusters Score -2128036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2128034.750000 Penalty: 926.174500
	Iteration 84Q: 3 clusters Score -2128035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2128037.750000 Penalty: 926.174500
	Iteration 85Q: 3 clusters Score -2128038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2128037.750000 Penalty: 926.174500
	Iteration 86Q: 3 clusters Score -2128038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2128037.500000 Penalty: 926.174500
	Iteration 87Q: 3 clusters Score -2128038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2128038.000000 Penalty: 926.174500
	Iteration 88Q: 3 clusters Score -2128038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2128033.250000 Penalty: 926.174500
	Iteration 89Q: 3 clusters Score -2128033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2128033.250000 Penalty: 926.174500
	Iteration 90F: 3 clusters Score -2128033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -5452.821777 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5452.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5266.558594 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5266.559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5364.992676 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5364.993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5385.053223 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5385.053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5407.243652 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5407.244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5445.298340 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -5445.298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5451.705078 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -5451.705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5455.936523 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -5455.937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5458.165039 Penalty: 434.900208
	Iteration 7Q: 3 clusters Score -5458.165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5458.165039 Penalty: 434.900208
	Iteration 8F: 3 clusters Score -5458.165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 22169 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20030 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13670 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 7030 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35652 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22134 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4418 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1765 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 82 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14646 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21767 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23159 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5650 members 
Mstep: Class 61 contains 19502 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1382 members 
Mstep: Class 64 contains 36018 members 
Mstep: Class 65 contains 8361 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1577 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2826 members 
Mstep: Class 71 contains 26311 members 
Mstep: Class 72 contains 37 members 
Mstep: Class 73 contains 12737 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 34935 members 
Mstep: Class 76 contains 29079 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2789 members 
Mstep: Class 80 contains 21837 members 
Mstep: Class 81 contains 8696 members 
Mstep: Class 82 contains 2442 members 
Mstep: Class 83 contains 25785 members 
Entering Unmasked Estep 
Score: -42172168.000000 Penalty: 49960.722656
Splitting cluster 72 changes total score from -42172672.000000 to -42172168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -1036501.062500 Penalty: 430.078125
	Iteration 0F: 2 clusters Score -1036501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1027969.125000 Penalty: 860.156250
	Iteration 0F: 3 clusters Score -1027969 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1031645.125000 Penalty: 860.156250
	Iteration 1F: 3 clusters Score -1031645 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1032035.625000 Penalty: 860.156250
	Iteration 2F: 3 clusters Score -1032036 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1032595.250000 Penalty: 860.156250
	Iteration 3F: 3 clusters Score -1032595 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1033291.125000 Penalty: 860.156250
	Iteration 4F: 3 clusters Score -1033291 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1033901.000000 Penalty: 860.156250
	Iteration 5F: 3 clusters Score -1033901 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1034268.125000 Penalty: 860.156250
	Iteration 6Q: 3 clusters Score -1034268 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1034527.125000 Penalty: 860.156250
	Iteration 7Q: 3 clusters Score -1034527 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1034782.187500 Penalty: 860.156250
	Iteration 8Q: 3 clusters Score -1034782 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1035071.750000 Penalty: 860.156250
	Iteration 9Q: 3 clusters Score -1035072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1035398.687500 Penalty: 860.156250
	Iteration 10Q: 3 clusters Score -1035399 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1035648.312500 Penalty: 860.156250
	Iteration 11Q: 3 clusters Score -1035648 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1035798.875000 Penalty: 860.156250
	Iteration 12Q: 3 clusters Score -1035799 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1035883.687500 Penalty: 860.156250
	Iteration 13Q: 3 clusters Score -1035884 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1035925.687500 Penalty: 860.156250
	Iteration 14Q: 3 clusters Score -1035926 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1035947.625000 Penalty: 860.156250
	Iteration 15Q: 3 clusters Score -1035948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1035947.750000 Penalty: 860.156250
	Iteration 16Q: 3 clusters Score -1035948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1035962.875000 Penalty: 860.156250
	Iteration 17Q: 3 clusters Score -1035963 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1035961.312500 Penalty: 860.156250
	Iteration 18Q: 3 clusters Score -1035961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1035957.375000 Penalty: 860.156250
	Iteration 19Q: 3 clusters Score -1035957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1035963.250000 Penalty: 860.156250
	Iteration 20F: 3 clusters Score -1035963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1035966.625000 Penalty: 860.156250
	Iteration 21Q: 3 clusters Score -1035967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1035960.250000 Penalty: 860.156250
	Iteration 22Q: 3 clusters Score -1035960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1035957.375000 Penalty: 860.156250
	Iteration 23Q: 3 clusters Score -1035957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1035950.625000 Penalty: 860.156250
	Iteration 24Q: 3 clusters Score -1035951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1035949.250000 Penalty: 860.156250
	Iteration 25Q: 3 clusters Score -1035949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1035948.312500 Penalty: 860.156250
	Iteration 26Q: 3 clusters Score -1035948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1035937.875000 Penalty: 860.156250
	Iteration 27Q: 3 clusters Score -1035938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1035936.375000 Penalty: 860.156250
	Iteration 28Q: 3 clusters Score -1035936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1035927.250000 Penalty: 860.156250
	Iteration 29Q: 3 clusters Score -1035927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1035927.125000 Penalty: 860.156250
	Iteration 30Q: 3 clusters Score -1035927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1035929.250000 Penalty: 860.156250
	Iteration 31Q: 3 clusters Score -1035929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1035931.187500 Penalty: 860.156250
	Iteration 32Q: 3 clusters Score -1035931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1035930.875000 Penalty: 860.156250
	Iteration 33Q: 3 clusters Score -1035931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1035929.625000 Penalty: 860.156250
	Iteration 34Q: 3 clusters Score -1035930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1035928.062500 Penalty: 860.156250
	Iteration 35Q: 3 clusters Score -1035928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1035930.250000 Penalty: 860.156250
	Iteration 36Q: 3 clusters Score -1035930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1035929.125000 Penalty: 860.156250
	Iteration 37Q: 3 clusters Score -1035929 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1035935.625000 Penalty: 860.156250
	Iteration 38Q: 3 clusters Score -1035936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1035937.375000 Penalty: 860.156250
	Iteration 39Q: 3 clusters Score -1035937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1035941.125000 Penalty: 860.156250
	Iteration 40F: 3 clusters Score -1035941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1035943.875000 Penalty: 860.156250
	Iteration 41Q: 3 clusters Score -1035944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1035945.687500 Penalty: 860.156250
	Iteration 42Q: 3 clusters Score -1035946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1035945.125000 Penalty: 860.156250
	Iteration 43Q: 3 clusters Score -1035945 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1035942.687500 Penalty: 860.156250
	Iteration 44Q: 3 clusters Score -1035943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1035941.375000 Penalty: 860.156250
	Iteration 45Q: 3 clusters Score -1035941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1035943.375000 Penalty: 860.156250
	Iteration 46Q: 3 clusters Score -1035943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1035943.875000 Penalty: 860.156250
	Iteration 47Q: 3 clusters Score -1035944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1035940.125000 Penalty: 860.156250
	Iteration 48Q: 3 clusters Score -1035940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1035941.062500 Penalty: 860.156250
	Iteration 49Q: 3 clusters Score -1035941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1035933.375000 Penalty: 860.156250
	Iteration 50Q: 3 clusters Score -1035933 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1035934.562500 Penalty: 860.156250
	Iteration 51Q: 3 clusters Score -1035935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1035919.062500 Penalty: 860.156250
	Iteration 52Q: 3 clusters Score -1035919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1035919.437500 Penalty: 860.156250
	Iteration 53Q: 3 clusters Score -1035919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1035924.375000 Penalty: 860.156250
	Iteration 54Q: 3 clusters Score -1035924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1035931.375000 Penalty: 860.156250
	Iteration 55Q: 3 clusters Score -1035931 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1035936.625000 Penalty: 860.156250
	Iteration 56Q: 3 clusters Score -1035937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1035941.937500 Penalty: 860.156250
	Iteration 57Q: 3 clusters Score -1035942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1035950.625000 Penalty: 860.156250
	Iteration 58Q: 3 clusters Score -1035951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1035960.625000 Penalty: 860.156250
	Iteration 59Q: 3 clusters Score -1035961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1035968.562500 Penalty: 860.156250
	Iteration 60F: 3 clusters Score -1035969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1035974.500000 Penalty: 860.156250
	Iteration 61Q: 3 clusters Score -1035974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1035970.125000 Penalty: 860.156250
	Iteration 62Q: 3 clusters Score -1035970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1035974.125000 Penalty: 860.156250
	Iteration 63Q: 3 clusters Score -1035974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1035970.937500 Penalty: 860.156250
	Iteration 64Q: 3 clusters Score -1035971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1035969.750000 Penalty: 860.156250
	Iteration 65Q: 3 clusters Score -1035970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1035967.750000 Penalty: 860.156250
	Iteration 66Q: 3 clusters Score -1035968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1035971.000000 Penalty: 860.156250
	Iteration 67Q: 3 clusters Score -1035971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1035975.875000 Penalty: 860.156250
	Iteration 68Q: 3 clusters Score -1035976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1035981.875000 Penalty: 860.156250
	Iteration 69Q: 3 clusters Score -1035982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1035981.750000 Penalty: 860.156250
	Iteration 70Q: 3 clusters Score -1035982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1035986.312500 Penalty: 860.156250
	Iteration 71Q: 3 clusters Score -1035986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1035995.250000 Penalty: 860.156250
	Iteration 72Q: 3 clusters Score -1035995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1035992.000000 Penalty: 860.156250
	Iteration 73Q: 3 clusters Score -1035992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1035995.062500 Penalty: 860.156250
	Iteration 74Q: 3 clusters Score -1035995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1035993.312500 Penalty: 860.156250
	Iteration 75Q: 3 clusters Score -1035993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1036002.000000 Penalty: 860.156250
	Iteration 76Q: 3 clusters Score -1036002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1036002.937500 Penalty: 860.156250
	Iteration 77Q: 3 clusters Score -1036003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1035996.312500 Penalty: 860.156250
	Iteration 78Q: 3 clusters Score -1035996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1035998.562500 Penalty: 860.156250
	Iteration 79Q: 3 clusters Score -1035999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1035998.562500 Penalty: 860.156250
	Iteration 80F: 3 clusters Score -1035999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14875.082031 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -14875.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14575.447266 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -14575.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14673.716797 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -14673.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14698.180664 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -14698.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14706.697266 Penalty: 491.643646
	Iteration 3Q: 3 clusters Score -14706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14710.550781 Penalty: 491.643646
	Iteration 4Q: 3 clusters Score -14710.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14712.550781 Penalty: 491.643646
	Iteration 5Q: 3 clusters Score -14712.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14713.747070 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -14713.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14714.174805 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -14714.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14714.174805 Penalty: 491.643646
	Iteration 8F: 3 clusters Score -14714.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (34935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Entering Unmasked Estep 
Score: -2829408.750000 Penalty: 475.986633
	Iteration 0F: 2 clusters Score -2829409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2808819.250000 Penalty: 951.973267
	Iteration 0F: 3 clusters Score -2808819 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2818441.250000 Penalty: 951.973267
	Iteration 1F: 3 clusters Score -2818441 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2818694.500000 Penalty: 951.973267
	Iteration 2Q: 3 clusters Score -2818694 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2819001.250000 Penalty: 951.973267
	Iteration 3Q: 3 clusters Score -2819001 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2819432.500000 Penalty: 951.973267
	Iteration 4Q: 3 clusters Score -2819432 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2820116.250000 Penalty: 951.973267
	Iteration 5F: 3 clusters Score -2820116 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2821137.500000 Penalty: 951.973267
	Iteration 6F: 3 clusters Score -2821138 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2822724.000000 Penalty: 951.973267
	Iteration 7F: 3 clusters Score -2822724 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2824401.000000 Penalty: 951.973267
	Iteration 8F: 3 clusters Score -2824401 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2825507.500000 Penalty: 951.973267
	Iteration 9Q: 3 clusters Score -2825508 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2826194.000000 Penalty: 951.973267
	Iteration 10Q: 3 clusters Score -2826194 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2826508.000000 Penalty: 951.973267
	Iteration 11Q: 3 clusters Score -2826508 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2826702.250000 Penalty: 951.973267
	Iteration 12Q: 3 clusters Score -2826702 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2826851.000000 Penalty: 951.973267
	Iteration 13Q: 3 clusters Score -2826851 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2826935.000000 Penalty: 951.973267
	Iteration 14Q: 3 clusters Score -2826935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2827026.250000 Penalty: 951.973267
	Iteration 15Q: 3 clusters Score -2827026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2827095.000000 Penalty: 951.973267
	Iteration 16Q: 3 clusters Score -2827095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2827168.000000 Penalty: 951.973267
	Iteration 17Q: 3 clusters Score -2827168 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2827233.750000 Penalty: 951.973267
	Iteration 18Q: 3 clusters Score -2827234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2827279.250000 Penalty: 951.973267
	Iteration 19Q: 3 clusters Score -2827279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2827329.500000 Penalty: 951.973267
	Iteration 20F: 3 clusters Score -2827330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2827368.000000 Penalty: 951.973267
	Iteration 21Q: 3 clusters Score -2827368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2827417.500000 Penalty: 951.973267
	Iteration 22Q: 3 clusters Score -2827418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2827465.750000 Penalty: 951.973267
	Iteration 23Q: 3 clusters Score -2827466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2827486.000000 Penalty: 951.973267
	Iteration 24Q: 3 clusters Score -2827486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2827528.750000 Penalty: 951.973267
	Iteration 25Q: 3 clusters Score -2827529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2827570.750000 Penalty: 951.973267
	Iteration 26Q: 3 clusters Score -2827571 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2827634.250000 Penalty: 951.973267
	Iteration 27Q: 3 clusters Score -2827634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2827682.750000 Penalty: 951.973267
	Iteration 28Q: 3 clusters Score -2827683 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2827747.000000 Penalty: 951.973267
	Iteration 29Q: 3 clusters Score -2827747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2827777.250000 Penalty: 951.973267
	Iteration 30Q: 3 clusters Score -2827777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2827826.000000 Penalty: 951.973267
	Iteration 31Q: 3 clusters Score -2827826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2827876.000000 Penalty: 951.973267
	Iteration 32Q: 3 clusters Score -2827876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2827936.500000 Penalty: 951.973267
	Iteration 33Q: 3 clusters Score -2827936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2828002.000000 Penalty: 951.973267
	Iteration 34Q: 3 clusters Score -2828002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2828073.000000 Penalty: 951.973267
	Iteration 35Q: 3 clusters Score -2828073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2828131.750000 Penalty: 951.973267
	Iteration 36Q: 3 clusters Score -2828132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2828170.500000 Penalty: 951.973267
	Iteration 37Q: 3 clusters Score -2828170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2828212.250000 Penalty: 951.973267
	Iteration 38Q: 3 clusters Score -2828212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2828255.500000 Penalty: 951.973267
	Iteration 39Q: 3 clusters Score -2828256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2828298.250000 Penalty: 951.973267
	Iteration 40F: 3 clusters Score -2828298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2828343.000000 Penalty: 951.973267
	Iteration 41Q: 3 clusters Score -2828343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2828368.250000 Penalty: 951.973267
	Iteration 42Q: 3 clusters Score -2828368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2828395.250000 Penalty: 951.973267
	Iteration 43Q: 3 clusters Score -2828395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2828432.000000 Penalty: 951.973267
	Iteration 44Q: 3 clusters Score -2828432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2828455.500000 Penalty: 951.973267
	Iteration 45Q: 3 clusters Score -2828456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2828470.750000 Penalty: 951.973267
	Iteration 46Q: 3 clusters Score -2828471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2828494.250000 Penalty: 951.973267
	Iteration 47Q: 3 clusters Score -2828494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2828508.250000 Penalty: 951.973267
	Iteration 48Q: 3 clusters Score -2828508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2828517.500000 Penalty: 951.973267
	Iteration 49Q: 3 clusters Score -2828518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2828517.250000 Penalty: 951.973267
	Iteration 50Q: 3 clusters Score -2828517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2828527.250000 Penalty: 951.973267
	Iteration 51Q: 3 clusters Score -2828527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2828533.250000 Penalty: 951.973267
	Iteration 52Q: 3 clusters Score -2828533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2828543.750000 Penalty: 951.973267
	Iteration 53Q: 3 clusters Score -2828544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2828548.250000 Penalty: 951.973267
	Iteration 54Q: 3 clusters Score -2828548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2828561.500000 Penalty: 951.973267
	Iteration 55Q: 3 clusters Score -2828562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2828569.250000 Penalty: 951.973267
	Iteration 56Q: 3 clusters Score -2828569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2828578.250000 Penalty: 951.973267
	Iteration 57Q: 3 clusters Score -2828578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2828585.750000 Penalty: 951.973267
	Iteration 58Q: 3 clusters Score -2828586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2828595.250000 Penalty: 951.973267
	Iteration 59Q: 3 clusters Score -2828595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2828612.750000 Penalty: 951.973267
	Iteration 60F: 3 clusters Score -2828613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2828614.000000 Penalty: 951.973267
	Iteration 61Q: 3 clusters Score -2828614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2828629.250000 Penalty: 951.973267
	Iteration 62Q: 3 clusters Score -2828629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2828635.250000 Penalty: 951.973267
	Iteration 63Q: 3 clusters Score -2828635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2828644.500000 Penalty: 951.973267
	Iteration 64Q: 3 clusters Score -2828644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2828658.000000 Penalty: 951.973267
	Iteration 65Q: 3 clusters Score -2828658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2828673.000000 Penalty: 951.973267
	Iteration 66Q: 3 clusters Score -2828673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2828678.250000 Penalty: 951.973267
	Iteration 67Q: 3 clusters Score -2828678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2828689.000000 Penalty: 951.973267
	Iteration 68Q: 3 clusters Score -2828689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2828695.750000 Penalty: 951.973267
	Iteration 69Q: 3 clusters Score -2828696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2828700.750000 Penalty: 951.973267
	Iteration 70Q: 3 clusters Score -2828701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2828715.250000 Penalty: 951.973267
	Iteration 71Q: 3 clusters Score -2828715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2828725.750000 Penalty: 951.973267
	Iteration 72Q: 3 clusters Score -2828726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2828737.000000 Penalty: 951.973267
	Iteration 73Q: 3 clusters Score -2828737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2828737.250000 Penalty: 951.973267
	Iteration 74Q: 3 clusters Score -2828737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2828746.000000 Penalty: 951.973267
	Iteration 75Q: 3 clusters Score -2828746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2828757.000000 Penalty: 951.973267
	Iteration 76Q: 3 clusters Score -2828757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2828760.250000 Penalty: 951.973267
	Iteration 77Q: 3 clusters Score -2828760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2828762.000000 Penalty: 951.973267
	Iteration 78Q: 3 clusters Score -2828762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2828769.000000 Penalty: 951.973267
	Iteration 79Q: 3 clusters Score -2828769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2828773.500000 Penalty: 951.973267
	Iteration 80F: 3 clusters Score -2828774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2828773.000000 Penalty: 951.973267
	Iteration 81Q: 3 clusters Score -2828773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2828778.750000 Penalty: 951.973267
	Iteration 82Q: 3 clusters Score -2828779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2828781.000000 Penalty: 951.973267
	Iteration 83Q: 3 clusters Score -2828781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2828780.000000 Penalty: 951.973267
	Iteration 84Q: 3 clusters Score -2828780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2828781.250000 Penalty: 951.973267
	Iteration 85Q: 3 clusters Score -2828781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2828781.750000 Penalty: 951.973267
	Iteration 86Q: 3 clusters Score -2828782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2828782.750000 Penalty: 951.973267
	Iteration 87Q: 3 clusters Score -2828783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2828783.000000 Penalty: 951.973267
	Iteration 88Q: 3 clusters Score -2828783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2828783.000000 Penalty: 951.973267
	Iteration 89F: 3 clusters Score -2828783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 76 (29079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Entering Unmasked Estep 
Score: -2367173.500000 Penalty: 467.638611
	Iteration 0F: 2 clusters Score -2367174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2349527.500000 Penalty: 935.277222
	Iteration 0F: 3 clusters Score -2349528 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2357653.000000 Penalty: 935.277222
	Iteration 1F: 3 clusters Score -2357653 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2358316.000000 Penalty: 935.277222
	Iteration 2F: 3 clusters Score -2358316 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2359310.500000 Penalty: 935.277222
	Iteration 3F: 3 clusters Score -2359310 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2360749.250000 Penalty: 935.277222
	Iteration 4F: 3 clusters Score -2360749 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2362533.000000 Penalty: 935.277222
	Iteration 5F: 3 clusters Score -2362533 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2364054.500000 Penalty: 935.277222
	Iteration 6F: 3 clusters Score -2364054 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2365145.000000 Penalty: 935.277222
	Iteration 7F: 3 clusters Score -2365145 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2365736.000000 Penalty: 935.277222
	Iteration 8Q: 3 clusters Score -2365736 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2366110.000000 Penalty: 935.277222
	Iteration 9Q: 3 clusters Score -2366110 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2366449.250000 Penalty: 935.277222
	Iteration 10Q: 3 clusters Score -2366449 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2366736.000000 Penalty: 935.277222
	Iteration 11Q: 3 clusters Score -2366736 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2366962.000000 Penalty: 935.277222
	Iteration 12Q: 3 clusters Score -2366962 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2367173.250000 Penalty: 935.277222
	Iteration 13Q: 3 clusters Score -2367173 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2367339.000000 Penalty: 935.277222
	Iteration 14Q: 3 clusters Score -2367339 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2367482.000000 Penalty: 935.277222
	Iteration 15Q: 3 clusters Score -2367482 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2367598.750000 Penalty: 935.277222
	Iteration 16Q: 3 clusters Score -2367599 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2367683.750000 Penalty: 935.277222
	Iteration 17Q: 3 clusters Score -2367684 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2367755.750000 Penalty: 935.277222
	Iteration 18Q: 3 clusters Score -2367756 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2367796.250000 Penalty: 935.277222
	Iteration 19Q: 3 clusters Score -2367796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2367833.500000 Penalty: 935.277222
	Iteration 20F: 3 clusters Score -2367834 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2367854.250000 Penalty: 935.277222
	Iteration 21Q: 3 clusters Score -2367854 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2367863.500000 Penalty: 935.277222
	Iteration 22Q: 3 clusters Score -2367864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2367885.500000 Penalty: 935.277222
	Iteration 23Q: 3 clusters Score -2367886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2367905.250000 Penalty: 935.277222
	Iteration 24Q: 3 clusters Score -2367905 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2367912.250000 Penalty: 935.277222
	Iteration 25Q: 3 clusters Score -2367912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2367920.500000 Penalty: 935.277222
	Iteration 26Q: 3 clusters Score -2367920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2367928.000000 Penalty: 935.277222
	Iteration 27Q: 3 clusters Score -2367928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2367950.500000 Penalty: 935.277222
	Iteration 28Q: 3 clusters Score -2367950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2367957.000000 Penalty: 935.277222
	Iteration 29Q: 3 clusters Score -2367957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2367967.000000 Penalty: 935.277222
	Iteration 30Q: 3 clusters Score -2367967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2367975.500000 Penalty: 935.277222
	Iteration 31Q: 3 clusters Score -2367976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2367988.000000 Penalty: 935.277222
	Iteration 32Q: 3 clusters Score -2367988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2367994.000000 Penalty: 935.277222
	Iteration 33Q: 3 clusters Score -2367994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2367999.000000 Penalty: 935.277222
	Iteration 34Q: 3 clusters Score -2367999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2367999.250000 Penalty: 935.277222
	Iteration 35Q: 3 clusters Score -2367999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2367996.750000 Penalty: 935.277222
	Iteration 36Q: 3 clusters Score -2367997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2367997.250000 Penalty: 935.277222
	Iteration 37Q: 3 clusters Score -2367997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2367997.250000 Penalty: 935.277222
	Iteration 38Q: 3 clusters Score -2367997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2367999.500000 Penalty: 935.277222
	Iteration 39Q: 3 clusters Score -2368000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2368000.000000 Penalty: 935.277222
	Iteration 40F: 3 clusters Score -2368000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2368002.000000 Penalty: 935.277222
	Iteration 41Q: 3 clusters Score -2368002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2368002.250000 Penalty: 935.277222
	Iteration 42Q: 3 clusters Score -2368002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2367999.500000 Penalty: 935.277222
	Iteration 43Q: 3 clusters Score -2368000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2367998.750000 Penalty: 935.277222
	Iteration 44Q: 3 clusters Score -2367999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2367998.500000 Penalty: 935.277222
	Iteration 45Q: 3 clusters Score -2367998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2367999.500000 Penalty: 935.277222
	Iteration 46Q: 3 clusters Score -2368000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2368003.250000 Penalty: 935.277222
	Iteration 47Q: 3 clusters Score -2368003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2368003.250000 Penalty: 935.277222
	Iteration 48F: 3 clusters Score -2368003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 22169 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20030 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13670 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 7030 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35652 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22134 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4418 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1765 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 10107 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14646 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21767 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23159 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5650 members 
Mstep: Class 61 contains 19502 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1382 members 
Mstep: Class 64 contains 36018 members 
Mstep: Class 65 contains 8361 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1577 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2826 members 
Mstep: Class 71 contains 26311 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12737 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 34935 members 
Mstep: Class 76 contains 18972 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2789 members 
Mstep: Class 80 contains 21837 members 
Mstep: Class 81 contains 8696 members 
Mstep: Class 82 contains 2442 members 
Mstep: Class 83 contains 25785 members 
Entering Unmasked Estep 
Score: -42173280.000000 Penalty: 49960.722656
Splitting cluster 76 changes total score from -42172672.000000 to -42173280.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 77 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -6580.239258 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -6580.239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6371.094238 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -6371.094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6437.297852 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -6437.298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6448.687500 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -6448.688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6453.458984 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -6453.459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6454.022461 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -6454.022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6454.022461 Penalty: 437.908783
	Iteration 5F: 3 clusters Score -6454.022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7222.077148 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7222.077 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 96 members 
Entering Unmasked Estep 
Score: -6935.561523 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -6935.562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7032.754883 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7032.755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7078.719238 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -7078.719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7116.610840 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -7116.611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7132.209473 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -7132.209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7151.655273 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -7151.655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7154.750000 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -7154.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7155.082031 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -7155.082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7155.304688 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -7155.305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -7155.304688 Penalty: 483.948914
	Iteration 9F: 3 clusters Score -7155.305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -227629.515625 Penalty: 360.971436
	Iteration 0F: 2 clusters Score -227629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -225685.781250 Penalty: 721.942871
	Iteration 0F: 3 clusters Score -225685.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -226381.937500 Penalty: 721.942871
	Iteration 1F: 3 clusters Score -226381.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -226466.187500 Penalty: 721.942871
	Iteration 2F: 3 clusters Score -226466.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -226538.421875 Penalty: 721.942871
	Iteration 3F: 3 clusters Score -226538.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -226595.859375 Penalty: 721.942871
	Iteration 4Q: 3 clusters Score -226595.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -226654.718750 Penalty: 721.942871
	Iteration 5Q: 3 clusters Score -226654.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -226720.593750 Penalty: 721.942871
	Iteration 6Q: 3 clusters Score -226720.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -226804.843750 Penalty: 721.942871
	Iteration 7Q: 3 clusters Score -226804.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -226894.203125 Penalty: 721.942871
	Iteration 8Q: 3 clusters Score -226894.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -226971.734375 Penalty: 721.942871
	Iteration 9Q: 3 clusters Score -226971.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -227038.921875 Penalty: 721.942871
	Iteration 10Q: 3 clusters Score -227038.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -227087.125000 Penalty: 721.942871
	Iteration 11Q: 3 clusters Score -227087.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -227115.875000 Penalty: 721.942871
	Iteration 12Q: 3 clusters Score -227115.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -227132.812500 Penalty: 721.942871
	Iteration 13Q: 3 clusters Score -227132.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -227148.140625 Penalty: 721.942871
	Iteration 14Q: 3 clusters Score -227148.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -227161.812500 Penalty: 721.942871
	Iteration 15Q: 3 clusters Score -227161.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -227173.875000 Penalty: 721.942871
	Iteration 16Q: 3 clusters Score -227173.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -227180.609375 Penalty: 721.942871
	Iteration 17Q: 3 clusters Score -227180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -227186.265625 Penalty: 721.942871
	Iteration 18Q: 3 clusters Score -227186.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -227191.609375 Penalty: 721.942871
	Iteration 19Q: 3 clusters Score -227191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -227198.703125 Penalty: 721.942871
	Iteration 20F: 3 clusters Score -227198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -227211.171875 Penalty: 721.942871
	Iteration 21Q: 3 clusters Score -227211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -227218.593750 Penalty: 721.942871
	Iteration 22Q: 3 clusters Score -227218.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -227227.781250 Penalty: 721.942871
	Iteration 23Q: 3 clusters Score -227227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -227244.609375 Penalty: 721.942871
	Iteration 24Q: 3 clusters Score -227244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -227256.750000 Penalty: 721.942871
	Iteration 25Q: 3 clusters Score -227256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -227265.890625 Penalty: 721.942871
	Iteration 26Q: 3 clusters Score -227265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -227276.875000 Penalty: 721.942871
	Iteration 27Q: 3 clusters Score -227276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -227280.468750 Penalty: 721.942871
	Iteration 28Q: 3 clusters Score -227280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -227285.750000 Penalty: 721.942871
	Iteration 29Q: 3 clusters Score -227285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -227290.875000 Penalty: 721.942871
	Iteration 30Q: 3 clusters Score -227290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -227292.078125 Penalty: 721.942871
	Iteration 31Q: 3 clusters Score -227292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -227292.828125 Penalty: 721.942871
	Iteration 32Q: 3 clusters Score -227292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -227292.718750 Penalty: 721.942871
	Iteration 33Q: 3 clusters Score -227292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -227292.718750 Penalty: 721.942871
	Iteration 34F: 3 clusters Score -227292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (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: -1769431.000000 Penalty: 454.606903
	Iteration 0F: 2 clusters Score -1769431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1755176.500000 Penalty: 909.213806
	Iteration 0F: 3 clusters Score -1755176 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1761036.750000 Penalty: 909.213806
	Iteration 1F: 3 clusters Score -1761037 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1761292.250000 Penalty: 909.213806
	Iteration 2Q: 3 clusters Score -1761292 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1761664.250000 Penalty: 909.213806
	Iteration 3Q: 3 clusters Score -1761664 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1762261.625000 Penalty: 909.213806
	Iteration 4F: 3 clusters Score -1762262 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1763186.625000 Penalty: 909.213806
	Iteration 5F: 3 clusters Score -1763187 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1764289.500000 Penalty: 909.213806
	Iteration 6F: 3 clusters Score -1764290 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1765088.125000 Penalty: 909.213806
	Iteration 7F: 3 clusters Score -1765088 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1765374.750000 Penalty: 909.213806
	Iteration 8Q: 3 clusters Score -1765375 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1765465.125000 Penalty: 909.213806
	Iteration 9Q: 3 clusters Score -1765465 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1765513.750000 Penalty: 909.213806
	Iteration 10Q: 3 clusters Score -1765514 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1765562.000000 Penalty: 909.213806
	Iteration 11Q: 3 clusters Score -1765562 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1765622.125000 Penalty: 909.213806
	Iteration 12Q: 3 clusters Score -1765622 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1765675.250000 Penalty: 909.213806
	Iteration 13Q: 3 clusters Score -1765675 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1765734.625000 Penalty: 909.213806
	Iteration 14Q: 3 clusters Score -1765735 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1765788.875000 Penalty: 909.213806
	Iteration 15Q: 3 clusters Score -1765789 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1765843.375000 Penalty: 909.213806
	Iteration 16Q: 3 clusters Score -1765843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1765920.000000 Penalty: 909.213806
	Iteration 17Q: 3 clusters Score -1765920 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1766009.000000 Penalty: 909.213806
	Iteration 18Q: 3 clusters Score -1766009 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1766106.500000 Penalty: 909.213806
	Iteration 19Q: 3 clusters Score -1766106 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1766205.125000 Penalty: 909.213806
	Iteration 20F: 3 clusters Score -1766205 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1766315.000000 Penalty: 909.213806
	Iteration 21Q: 3 clusters Score -1766315 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1766410.500000 Penalty: 909.213806
	Iteration 22Q: 3 clusters Score -1766410 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1766513.375000 Penalty: 909.213806
	Iteration 23Q: 3 clusters Score -1766513 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1766648.500000 Penalty: 909.213806
	Iteration 24Q: 3 clusters Score -1766648 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1766796.750000 Penalty: 909.213806
	Iteration 25Q: 3 clusters Score -1766797 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1766947.500000 Penalty: 909.213806
	Iteration 26Q: 3 clusters Score -1766948 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1767105.750000 Penalty: 909.213806
	Iteration 27Q: 3 clusters Score -1767106 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1767281.750000 Penalty: 909.213806
	Iteration 28Q: 3 clusters Score -1767282 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1767451.375000 Penalty: 909.213806
	Iteration 29Q: 3 clusters Score -1767451 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1767620.750000 Penalty: 909.213806
	Iteration 30Q: 3 clusters Score -1767621 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1767782.750000 Penalty: 909.213806
	Iteration 31Q: 3 clusters Score -1767783 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1768005.000000 Penalty: 909.213806
	Iteration 32Q: 3 clusters Score -1768005 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1768235.875000 Penalty: 909.213806
	Iteration 33Q: 3 clusters Score -1768236 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1768426.375000 Penalty: 909.213806
	Iteration 34Q: 3 clusters Score -1768426 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1768584.500000 Penalty: 909.213806
	Iteration 35Q: 3 clusters Score -1768584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1768745.750000 Penalty: 909.213806
	Iteration 36Q: 3 clusters Score -1768746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1768861.875000 Penalty: 909.213806
	Iteration 37Q: 3 clusters Score -1768862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1768941.750000 Penalty: 909.213806
	Iteration 38Q: 3 clusters Score -1768942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1768995.750000 Penalty: 909.213806
	Iteration 39Q: 3 clusters Score -1768996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1769027.250000 Penalty: 909.213806
	Iteration 40F: 3 clusters Score -1769027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1769043.625000 Penalty: 909.213806
	Iteration 41Q: 3 clusters Score -1769044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1769051.625000 Penalty: 909.213806
	Iteration 42Q: 3 clusters Score -1769052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1769054.500000 Penalty: 909.213806
	Iteration 43Q: 3 clusters Score -1769054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1769057.750000 Penalty: 909.213806
	Iteration 44Q: 3 clusters Score -1769058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1769061.625000 Penalty: 909.213806
	Iteration 45Q: 3 clusters Score -1769062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1769067.250000 Penalty: 909.213806
	Iteration 46Q: 3 clusters Score -1769067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1769066.375000 Penalty: 909.213806
	Iteration 47Q: 3 clusters Score -1769066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1769065.125000 Penalty: 909.213806
	Iteration 48Q: 3 clusters Score -1769065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1769065.500000 Penalty: 909.213806
	Iteration 49Q: 3 clusters Score -1769066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1769069.500000 Penalty: 909.213806
	Iteration 50Q: 3 clusters Score -1769070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1769065.625000 Penalty: 909.213806
	Iteration 51Q: 3 clusters Score -1769066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1769071.500000 Penalty: 909.213806
	Iteration 52Q: 3 clusters Score -1769072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1769065.875000 Penalty: 909.213806
	Iteration 53Q: 3 clusters Score -1769066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1769065.875000 Penalty: 909.213806
	Iteration 54F: 3 clusters Score -1769066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (8696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Entering Unmasked Estep 
Score: -716517.875000 Penalty: 412.713135
	Iteration 0F: 2 clusters Score -716517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -710796.375000 Penalty: 825.426270
	Iteration 0F: 3 clusters Score -710796.4 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -713101.687500 Penalty: 825.426270
	Iteration 1F: 3 clusters Score -713101.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -713336.125000 Penalty: 825.426270
	Iteration 2F: 3 clusters Score -713336.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -713608.062500 Penalty: 825.426270
	Iteration 3F: 3 clusters Score -713608.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -714078.187500 Penalty: 825.426270
	Iteration 4F: 3 clusters Score -714078.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -714657.000000 Penalty: 825.426270
	Iteration 5F: 3 clusters Score -714657 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -715228.000000 Penalty: 825.426270
	Iteration 6F: 3 clusters Score -715228 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -715627.125000 Penalty: 825.426270
	Iteration 7Q: 3 clusters Score -715627.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -715812.375000 Penalty: 825.426270
	Iteration 8Q: 3 clusters Score -715812.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -715917.937500 Penalty: 825.426270
	Iteration 9Q: 3 clusters Score -715917.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -715985.125000 Penalty: 825.426270
	Iteration 10Q: 3 clusters Score -715985.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -716013.250000 Penalty: 825.426270
	Iteration 11Q: 3 clusters Score -716013.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -716046.187500 Penalty: 825.426270
	Iteration 12Q: 3 clusters Score -716046.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -716070.937500 Penalty: 825.426270
	Iteration 13Q: 3 clusters Score -716070.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -716085.125000 Penalty: 825.426270
	Iteration 14Q: 3 clusters Score -716085.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -716084.250000 Penalty: 825.426270
	Iteration 15Q: 3 clusters Score -716084.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -716087.812500 Penalty: 825.426270
	Iteration 16Q: 3 clusters Score -716087.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -716091.250000 Penalty: 825.426270
	Iteration 17Q: 3 clusters Score -716091.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -716116.562500 Penalty: 825.426270
	Iteration 18Q: 3 clusters Score -716116.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -716124.312500 Penalty: 825.426270
	Iteration 19Q: 3 clusters Score -716124.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -716143.375000 Penalty: 825.426270
	Iteration 20F: 3 clusters Score -716143.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -716188.562500 Penalty: 825.426270
	Iteration 21Q: 3 clusters Score -716188.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -716198.062500 Penalty: 825.426270
	Iteration 22Q: 3 clusters Score -716198.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -716207.000000 Penalty: 825.426270
	Iteration 23Q: 3 clusters Score -716207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -716226.625000 Penalty: 825.426270
	Iteration 24Q: 3 clusters Score -716226.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -716233.187500 Penalty: 825.426270
	Iteration 25Q: 3 clusters Score -716233.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -716242.500000 Penalty: 825.426270
	Iteration 26Q: 3 clusters Score -716242.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -716244.625000 Penalty: 825.426270
	Iteration 27Q: 3 clusters Score -716244.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -716246.750000 Penalty: 825.426270
	Iteration 28Q: 3 clusters Score -716246.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -716267.000000 Penalty: 825.426270
	Iteration 29Q: 3 clusters Score -716267 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -716282.937500 Penalty: 825.426270
	Iteration 30Q: 3 clusters Score -716282.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -716280.875000 Penalty: 825.426270
	Iteration 31Q: 3 clusters Score -716280.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -716272.687500 Penalty: 825.426270
	Iteration 32Q: 3 clusters Score -716272.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -716250.875000 Penalty: 825.426270
	Iteration 33Q: 3 clusters Score -716250.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -716211.250000 Penalty: 825.426270
	Iteration 34Q: 3 clusters Score -716211.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -716174.750000 Penalty: 825.426270
	Iteration 35Q: 3 clusters Score -716174.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -716141.187500 Penalty: 825.426270
	Iteration 36Q: 3 clusters Score -716141.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -716112.375000 Penalty: 825.426270
	Iteration 37Q: 3 clusters Score -716112.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -716122.500000 Penalty: 825.426270
	Iteration 38Q: 3 clusters Score -716122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -716104.562500 Penalty: 825.426270
	Iteration 39Q: 3 clusters Score -716104.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -716198.750000 Penalty: 825.426270
	Iteration 40F: 3 clusters Score -716198.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -716220.437500 Penalty: 825.426270
	Iteration 41Q: 3 clusters Score -716220.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -716252.750000 Penalty: 825.426270
	Iteration 42Q: 3 clusters Score -716252.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -716274.062500 Penalty: 825.426270
	Iteration 43Q: 3 clusters Score -716274.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -716248.812500 Penalty: 825.426270
	Iteration 44Q: 3 clusters Score -716248.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -716287.562500 Penalty: 825.426270
	Iteration 45Q: 3 clusters Score -716287.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -716271.812500 Penalty: 825.426270
	Iteration 46Q: 3 clusters Score -716271.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -716285.812500 Penalty: 825.426270
	Iteration 47Q: 3 clusters Score -716285.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -716287.437500 Penalty: 825.426270
	Iteration 48Q: 3 clusters Score -716287.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -716288.187500 Penalty: 825.426270
	Iteration 49Q: 3 clusters Score -716288.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -716278.375000 Penalty: 825.426270
	Iteration 50Q: 3 clusters Score -716278.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -716276.687500 Penalty: 825.426270
	Iteration 51Q: 3 clusters Score -716276.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -716256.437500 Penalty: 825.426270
	Iteration 52Q: 3 clusters Score -716256.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -716243.687500 Penalty: 825.426270
	Iteration 53Q: 3 clusters Score -716243.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -716244.187500 Penalty: 825.426270
	Iteration 54Q: 3 clusters Score -716244.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -716247.562500 Penalty: 825.426270
	Iteration 55Q: 3 clusters Score -716247.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -716260.625000 Penalty: 825.426270
	Iteration 56Q: 3 clusters Score -716260.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -716259.062500 Penalty: 825.426270
	Iteration 57Q: 3 clusters Score -716259.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -716233.437500 Penalty: 825.426270
	Iteration 58Q: 3 clusters Score -716233.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -716251.500000 Penalty: 825.426270
	Iteration 59Q: 3 clusters Score -716251.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -716268.625000 Penalty: 825.426270
	Iteration 60F: 3 clusters Score -716268.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -716262.187500 Penalty: 825.426270
	Iteration 61Q: 3 clusters Score -716262.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -716262.812500 Penalty: 825.426270
	Iteration 62Q: 3 clusters Score -716262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -716272.000000 Penalty: 825.426270
	Iteration 63Q: 3 clusters Score -716272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -716269.625000 Penalty: 825.426270
	Iteration 64Q: 3 clusters Score -716269.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -716257.937500 Penalty: 825.426270
	Iteration 65Q: 3 clusters Score -716257.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -716243.500000 Penalty: 825.426270
	Iteration 66Q: 3 clusters Score -716243.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -716249.125000 Penalty: 825.426270
	Iteration 67Q: 3 clusters Score -716249.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -716241.687500 Penalty: 825.426270
	Iteration 68Q: 3 clusters Score -716241.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -716248.062500 Penalty: 825.426270
	Iteration 69Q: 3 clusters Score -716248.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -716245.562500 Penalty: 825.426270
	Iteration 70Q: 3 clusters Score -716245.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -716250.625000 Penalty: 825.426270
	Iteration 71Q: 3 clusters Score -716250.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -716255.500000 Penalty: 825.426270
	Iteration 72Q: 3 clusters Score -716255.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -716259.000000 Penalty: 825.426270
	Iteration 73Q: 3 clusters Score -716259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -716249.375000 Penalty: 825.426270
	Iteration 74Q: 3 clusters Score -716249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -716248.812500 Penalty: 825.426270
	Iteration 75Q: 3 clusters Score -716248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -716237.312500 Penalty: 825.426270
	Iteration 76Q: 3 clusters Score -716237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -716244.562500 Penalty: 825.426270
	Iteration 77Q: 3 clusters Score -716244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -716244.062500 Penalty: 825.426270
	Iteration 78Q: 3 clusters Score -716244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -716248.312500 Penalty: 825.426270
	Iteration 79Q: 3 clusters Score -716248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -716245.625000 Penalty: 825.426270
	Iteration 80F: 3 clusters Score -716245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -716248.062500 Penalty: 825.426270
	Iteration 81Q: 3 clusters Score -716248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -716249.375000 Penalty: 825.426270
	Iteration 82Q: 3 clusters Score -716249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -716247.375000 Penalty: 825.426270
	Iteration 83Q: 3 clusters Score -716247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -716238.562500 Penalty: 825.426270
	Iteration 84Q: 3 clusters Score -716238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -716234.375000 Penalty: 825.426270
	Iteration 85Q: 3 clusters Score -716234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -716238.000000 Penalty: 825.426270
	Iteration 86Q: 3 clusters Score -716238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -716237.312500 Penalty: 825.426270
	Iteration 87Q: 3 clusters Score -716237.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -716237.312500 Penalty: 825.426270
	Iteration 88F: 3 clusters Score -716237.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -202281.828125 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -202281.8 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 1249 members 
Entering Unmasked Estep 
Score: -200568.218750 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -200568.2 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -201111.765625 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -201111.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -201191.703125 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -201191.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -201275.734375 Penalty: 709.852112
	Iteration 3F: 3 clusters Score -201275.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -201354.312500 Penalty: 709.852112
	Iteration 4F: 3 clusters Score -201354.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -201438.296875 Penalty: 709.852112
	Iteration 5F: 3 clusters Score -201438.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -201495.562500 Penalty: 709.852112
	Iteration 6Q: 3 clusters Score -201495.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -201550.968750 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -201551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -201604.593750 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -201604.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -201654.906250 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -201654.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -201695.921875 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -201695.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -201727.687500 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -201727.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -201772.500000 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -201772.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -201825.125000 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -201825.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -201851.203125 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -201851.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -201872.875000 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -201872.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -201889.343750 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -201889.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -201902.078125 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -201902.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -201912.234375 Penalty: 709.852112
	Iteration 18Q: 3 clusters Score -201912.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -201922.093750 Penalty: 709.852112
	Iteration 19Q: 3 clusters Score -201922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -201927.703125 Penalty: 709.852112
	Iteration 20F: 3 clusters Score -201927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -201933.687500 Penalty: 709.852112
	Iteration 21Q: 3 clusters Score -201933.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -201938.140625 Penalty: 709.852112
	Iteration 22Q: 3 clusters Score -201938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -201945.296875 Penalty: 709.852112
	Iteration 23Q: 3 clusters Score -201945.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -201950.843750 Penalty: 709.852112
	Iteration 24Q: 3 clusters Score -201950.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -201959.703125 Penalty: 709.852112
	Iteration 25Q: 3 clusters Score -201959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -201963.078125 Penalty: 709.852112
	Iteration 26Q: 3 clusters Score -201963.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -201966.484375 Penalty: 709.852112
	Iteration 27Q: 3 clusters Score -201966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -201965.343750 Penalty: 709.852112
	Iteration 28Q: 3 clusters Score -201965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201965.312500 Penalty: 709.852112
	Iteration 29Q: 3 clusters Score -201965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -201965.312500 Penalty: 709.852112
	Iteration 30F: 3 clusters Score -201965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (25785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Entering Unmasked Estep 
Score: -2082311.125000 Penalty: 462.168427
	Iteration 0F: 2 clusters Score -2082311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2066776.500000 Penalty: 924.336853
	Iteration 0F: 3 clusters Score -2066776 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2073996.375000 Penalty: 924.336853
	Iteration 1F: 3 clusters Score -2073996 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2074287.125000 Penalty: 924.336853
	Iteration 2Q: 3 clusters Score -2074287 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2074679.750000 Penalty: 924.336853
	Iteration 3Q: 3 clusters Score -2074680 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2075278.500000 Penalty: 924.336853
	Iteration 4Q: 3 clusters Score -2075278 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2076246.250000 Penalty: 924.336853
	Iteration 5F: 3 clusters Score -2076246 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2077487.625000 Penalty: 924.336853
	Iteration 6F: 3 clusters Score -2077488 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2078646.250000 Penalty: 924.336853
	Iteration 7F: 3 clusters Score -2078646 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2079326.375000 Penalty: 924.336853
	Iteration 8Q: 3 clusters Score -2079326 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2079644.625000 Penalty: 924.336853
	Iteration 9Q: 3 clusters Score -2079645 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2079819.875000 Penalty: 924.336853
	Iteration 10Q: 3 clusters Score -2079820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2079985.375000 Penalty: 924.336853
	Iteration 11Q: 3 clusters Score -2079985 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2080197.375000 Penalty: 924.336853
	Iteration 12Q: 3 clusters Score -2080197 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2080433.125000 Penalty: 924.336853
	Iteration 13Q: 3 clusters Score -2080433 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2080645.500000 Penalty: 924.336853
	Iteration 14Q: 3 clusters Score -2080646 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2080889.500000 Penalty: 924.336853
	Iteration 15Q: 3 clusters Score -2080890 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2081067.375000 Penalty: 924.336853
	Iteration 16Q: 3 clusters Score -2081067 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2081233.750000 Penalty: 924.336853
	Iteration 17Q: 3 clusters Score -2081234 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2081315.000000 Penalty: 924.336853
	Iteration 18Q: 3 clusters Score -2081315 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -2081459.125000 Penalty: 924.336853
	Iteration 19Q: 3 clusters Score -2081459 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2081565.000000 Penalty: 924.336853
	Iteration 20F: 3 clusters Score -2081565 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2081634.000000 Penalty: 924.336853
	Iteration 21Q: 3 clusters Score -2081634 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2081676.125000 Penalty: 924.336853
	Iteration 22Q: 3 clusters Score -2081676 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2081746.250000 Penalty: 924.336853
	Iteration 23Q: 3 clusters Score -2081746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2081788.125000 Penalty: 924.336853
	Iteration 24Q: 3 clusters Score -2081788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -2081836.125000 Penalty: 924.336853
	Iteration 25Q: 3 clusters Score -2081836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2081874.250000 Penalty: 924.336853
	Iteration 26Q: 3 clusters Score -2081874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2081884.000000 Penalty: 924.336853
	Iteration 27Q: 3 clusters Score -2081884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2081898.875000 Penalty: 924.336853
	Iteration 28Q: 3 clusters Score -2081899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2081900.500000 Penalty: 924.336853
	Iteration 29Q: 3 clusters Score -2081900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2081912.375000 Penalty: 924.336853
	Iteration 30Q: 3 clusters Score -2081912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2081915.375000 Penalty: 924.336853
	Iteration 31Q: 3 clusters Score -2081915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2081920.125000 Penalty: 924.336853
	Iteration 32Q: 3 clusters Score -2081920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2081918.375000 Penalty: 924.336853
	Iteration 33Q: 3 clusters Score -2081918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -2081926.000000 Penalty: 924.336853
	Iteration 34Q: 3 clusters Score -2081926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2081936.250000 Penalty: 924.336853
	Iteration 35Q: 3 clusters Score -2081936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2081931.625000 Penalty: 924.336853
	Iteration 36Q: 3 clusters Score -2081932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2081928.000000 Penalty: 924.336853
	Iteration 37Q: 3 clusters Score -2081928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2081928.000000 Penalty: 924.336853
	Iteration 38Q: 3 clusters Score -2081928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2081929.500000 Penalty: 924.336853
	Iteration 39Q: 3 clusters Score -2081930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2081928.750000 Penalty: 924.336853
	Iteration 40F: 3 clusters Score -2081929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 22169 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20030 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13670 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 7030 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35652 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18230 members 
Mstep: Class 36 contains 22134 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4418 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1765 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14646 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21767 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23159 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5650 members 
Mstep: Class 61 contains 19502 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1382 members 
Mstep: Class 64 contains 36018 members 
Mstep: Class 65 contains 8361 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1577 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2826 members 
Mstep: Class 71 contains 26311 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12737 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 34935 members 
Mstep: Class 76 contains 18972 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2789 members 
Mstep: Class 80 contains 21837 members 
Mstep: Class 81 contains 8696 members 
Mstep: Class 82 contains 2442 members 
Mstep: Class 83 contains 25785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173888.000000 Penalty: 49960.722656
Iteration 399Q: 84 clusters Score -4.217389e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 22221 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20074 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17211 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 933 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 2826 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23013 members 
Mstep: Class 30 contains 7033 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35654 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18223 members 
Mstep: Class 36 contains 22018 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4417 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 563 members 
Mstep: Class 45 contains 1766 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 9894 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14653 members 
Mstep: Class 53 contains 3976 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21886 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23171 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5645 members 
Mstep: Class 61 contains 19663 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36022 members 
Mstep: Class 65 contains 8487 members 
Mstep: Class 66 contains 749 members 
Mstep: Class 67 contains 1583 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2674 members 
Mstep: Class 71 contains 26230 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12656 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 35358 members 
Mstep: Class 76 contains 18803 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2791 members 
Mstep: Class 80 contains 21701 members 
Mstep: Class 81 contains 8597 members 
Mstep: Class 82 contains 2420 members 
Mstep: Class 83 contains 25881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174296.000000 Penalty: 49960.722656
Iteration 400F: 84 clusters Score -4.21743e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 22263 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20083 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3323 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 943 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13659 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23014 members 
Mstep: Class 30 contains 7032 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35656 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18219 members 
Mstep: Class 36 contains 21879 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4419 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 562 members 
Mstep: Class 45 contains 1768 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 10374 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14658 members 
Mstep: Class 53 contains 3975 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22001 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23181 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5642 members 
Mstep: Class 61 contains 19656 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36023 members 
Mstep: Class 65 contains 8442 members 
Mstep: Class 66 contains 750 members 
Mstep: Class 67 contains 1590 members 
Mstep: Class 68 contains 1465 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2658 members 
Mstep: Class 71 contains 26188 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12567 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 35807 members 
Mstep: Class 76 contains 18692 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2796 members 
Mstep: Class 80 contains 21480 members 
Mstep: Class 81 contains 8572 members 
Mstep: Class 82 contains 2408 members 
Mstep: Class 83 contains 25591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174516.000000 Penalty: 49960.722656
Iteration 401Q: 84 clusters Score -4.217452e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3778 members 
Mstep: Class 3 contains 22308 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20119 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 9626 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 17001 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13651 members 
Mstep: Class 26 contains 2829 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23022 members 
Mstep: Class 30 contains 7031 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35669 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18215 members 
Mstep: Class 36 contains 21757 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4420 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 561 members 
Mstep: Class 45 contains 1769 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 10747 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14668 members 
Mstep: Class 53 contains 3972 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22099 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23180 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5640 members 
Mstep: Class 61 contains 19655 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36029 members 
Mstep: Class 65 contains 8434 members 
Mstep: Class 66 contains 752 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2609 members 
Mstep: Class 71 contains 26143 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12476 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 36247 members 
Mstep: Class 76 contains 18648 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2794 members 
Mstep: Class 80 contains 21238 members 
Mstep: Class 81 contains 8575 members 
Mstep: Class 82 contains 2394 members 
Mstep: Class 83 contains 25333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174388.000000 Penalty: 49960.722656
Iteration 402Q: 84 clusters Score -4.217439e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3777 members 
Mstep: Class 3 contains 22358 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20144 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16893 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 962 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13645 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 1599 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23031 members 
Mstep: Class 30 contains 7034 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35663 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18209 members 
Mstep: Class 36 contains 21660 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4420 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1770 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 11087 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14680 members 
Mstep: Class 53 contains 3971 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22178 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23167 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5634 members 
Mstep: Class 61 contains 19639 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36035 members 
Mstep: Class 65 contains 8465 members 
Mstep: Class 66 contains 755 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1463 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2522 members 
Mstep: Class 71 contains 26103 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12390 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 36624 members 
Mstep: Class 76 contains 18666 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2787 members 
Mstep: Class 80 contains 21075 members 
Mstep: Class 81 contains 8554 members 
Mstep: Class 82 contains 2373 members 
Mstep: Class 83 contains 25088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174228.000000 Penalty: 49960.722656
Iteration 403Q: 84 clusters Score -4.217423e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 22402 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20160 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16793 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 964 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13630 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23049 members 
Mstep: Class 30 contains 7034 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35672 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18212 members 
Mstep: Class 36 contains 21561 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4417 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1771 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 11427 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14695 members 
Mstep: Class 53 contains 3971 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22264 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23149 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5628 members 
Mstep: Class 61 contains 19624 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36055 members 
Mstep: Class 65 contains 8526 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1464 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2437 members 
Mstep: Class 71 contains 26030 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12338 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 36928 members 
Mstep: Class 76 contains 18675 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2779 members 
Mstep: Class 80 contains 20992 members 
Mstep: Class 81 contains 8436 members 
Mstep: Class 82 contains 2365 members 
Mstep: Class 83 contains 24864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174052.000000 Penalty: 49960.722656
Iteration 404Q: 84 clusters Score -4.217405e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 22458 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20184 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9519 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16684 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 967 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13619 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1600 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23054 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35672 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18214 members 
Mstep: Class 36 contains 21482 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4415 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1773 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 11756 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14705 members 
Mstep: Class 53 contains 3968 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22310 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23110 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5625 members 
Mstep: Class 61 contains 19609 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36072 members 
Mstep: Class 65 contains 8585 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1466 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2355 members 
Mstep: Class 71 contains 25997 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12277 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37197 members 
Mstep: Class 76 contains 18671 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2771 members 
Mstep: Class 80 contains 20924 members 
Mstep: Class 81 contains 8337 members 
Mstep: Class 82 contains 2359 members 
Mstep: Class 83 contains 24689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174076.000000 Penalty: 49960.722656
Iteration 405Q: 84 clusters Score -4.217408e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 22506 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16600 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13610 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1601 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23062 members 
Mstep: Class 30 contains 7041 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35647 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18216 members 
Mstep: Class 36 contains 21405 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4410 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1778 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 12067 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14715 members 
Mstep: Class 53 contains 3969 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22355 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23073 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5618 members 
Mstep: Class 61 contains 19584 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1384 members 
Mstep: Class 64 contains 36088 members 
Mstep: Class 65 contains 8647 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1470 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2271 members 
Mstep: Class 71 contains 25965 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12212 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37449 members 
Mstep: Class 76 contains 18660 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2760 members 
Mstep: Class 80 contains 20861 members 
Mstep: Class 81 contains 8253 members 
Mstep: Class 82 contains 2354 members 
Mstep: Class 83 contains 24565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173936.000000 Penalty: 49960.722656
Iteration 406Q: 84 clusters Score -4.217394e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20176 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9455 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16532 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13605 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1602 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23067 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35616 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18217 members 
Mstep: Class 36 contains 21360 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4403 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1781 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 12381 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14725 members 
Mstep: Class 53 contains 3969 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22392 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 23035 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5607 members 
Mstep: Class 61 contains 19568 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1384 members 
Mstep: Class 64 contains 36099 members 
Mstep: Class 65 contains 8771 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1472 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2213 members 
Mstep: Class 71 contains 25925 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12141 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37659 members 
Mstep: Class 76 contains 18657 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2748 members 
Mstep: Class 80 contains 20833 members 
Mstep: Class 81 contains 8106 members 
Mstep: Class 82 contains 2348 members 
Mstep: Class 83 contains 24418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173952.000000 Penalty: 49960.722656
Iteration 407Q: 84 clusters Score -4.217395e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 22568 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20169 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16482 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13597 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 1603 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23061 members 
Mstep: Class 30 contains 7052 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35586 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18210 members 
Mstep: Class 36 contains 21318 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4403 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 561 members 
Mstep: Class 45 contains 1785 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 12697 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14741 members 
Mstep: Class 53 contains 3969 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22440 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22997 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5597 members 
Mstep: Class 61 contains 19534 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1383 members 
Mstep: Class 64 contains 36115 members 
Mstep: Class 65 contains 8871 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1475 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2173 members 
Mstep: Class 71 contains 25881 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12093 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37848 members 
Mstep: Class 76 contains 18687 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2737 members 
Mstep: Class 80 contains 20804 members 
Mstep: Class 81 contains 7963 members 
Mstep: Class 82 contains 2342 members 
Mstep: Class 83 contains 24231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173928.000000 Penalty: 49960.722656
Iteration 408Q: 84 clusters Score -4.217393e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3799 members 
Mstep: Class 3 contains 22616 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20169 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13593 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 1604 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23047 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35553 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18208 members 
Mstep: Class 36 contains 21318 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4400 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 560 members 
Mstep: Class 45 contains 1787 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 13032 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14753 members 
Mstep: Class 53 contains 3969 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22446 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22958 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5587 members 
Mstep: Class 61 contains 19520 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1384 members 
Mstep: Class 64 contains 36124 members 
Mstep: Class 65 contains 8965 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1595 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2123 members 
Mstep: Class 71 contains 25836 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12064 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38054 members 
Mstep: Class 76 contains 18710 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2727 members 
Mstep: Class 80 contains 20785 members 
Mstep: Class 81 contains 7803 members 
Mstep: Class 82 contains 2334 members 
Mstep: Class 83 contains 24024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173844.000000 Penalty: 49960.722656
Iteration 409Q: 84 clusters Score -4.217384e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 22651 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20179 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16356 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 981 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13585 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1606 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23043 members 
Mstep: Class 30 contains 7057 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35528 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18202 members 
Mstep: Class 36 contains 21310 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4398 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 560 members 
Mstep: Class 45 contains 1789 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 13309 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14770 members 
Mstep: Class 53 contains 3971 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22454 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22921 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5574 members 
Mstep: Class 61 contains 19526 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1387 members 
Mstep: Class 64 contains 36136 members 
Mstep: Class 65 contains 9037 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1596 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2078 members 
Mstep: Class 71 contains 25796 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12050 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38233 members 
Mstep: Class 76 contains 18741 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2716 members 
Mstep: Class 80 contains 20768 members 
Mstep: Class 81 contains 7660 members 
Mstep: Class 82 contains 2334 members 
Mstep: Class 83 contains 23836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173708.000000 Penalty: 49960.722656
Iteration 410Q: 84 clusters Score -4.217371e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 22666 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20178 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 9313 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16309 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13578 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23041 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35503 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18204 members 
Mstep: Class 36 contains 21341 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4399 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 560 members 
Mstep: Class 45 contains 1789 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 13588 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14792 members 
Mstep: Class 53 contains 3972 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22443 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22865 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5555 members 
Mstep: Class 61 contains 19533 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1387 members 
Mstep: Class 64 contains 36150 members 
Mstep: Class 65 contains 9131 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1598 members 
Mstep: Class 68 contains 1477 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 2037 members 
Mstep: Class 71 contains 25756 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12012 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38418 members 
Mstep: Class 76 contains 18772 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2705 members 
Mstep: Class 80 contains 20769 members 
Mstep: Class 81 contains 7497 members 
Mstep: Class 82 contains 2330 members 
Mstep: Class 83 contains 23652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173688.000000 Penalty: 49960.722656
Iteration 411Q: 84 clusters Score -4.217369e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 22690 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20153 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16280 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13571 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23044 members 
Mstep: Class 30 contains 7066 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35484 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18201 members 
Mstep: Class 36 contains 21366 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 559 members 
Mstep: Class 45 contains 1790 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 13893 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14803 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22428 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22809 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5541 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1384 members 
Mstep: Class 64 contains 36163 members 
Mstep: Class 65 contains 9214 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1598 members 
Mstep: Class 68 contains 1477 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1999 members 
Mstep: Class 71 contains 25712 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11980 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38569 members 
Mstep: Class 76 contains 18833 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2696 members 
Mstep: Class 80 contains 20761 members 
Mstep: Class 81 contains 7387 members 
Mstep: Class 82 contains 2328 members 
Mstep: Class 83 contains 23414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173500.000000 Penalty: 49960.722656
Iteration 412Q: 84 clusters Score -4.21735e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 22697 members 
Mstep: Class 4 contains 1220 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20113 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 9221 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 19 contains 2930 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 987 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13565 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23060 members 
Mstep: Class 30 contains 7070 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35452 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18198 members 
Mstep: Class 36 contains 21387 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4395 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 557 members 
Mstep: Class 45 contains 1793 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 14187 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14811 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22416 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22772 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5532 members 
Mstep: Class 61 contains 19546 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1380 members 
Mstep: Class 64 contains 36170 members 
Mstep: Class 65 contains 9320 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1598 members 
Mstep: Class 68 contains 1477 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1958 members 
Mstep: Class 71 contains 25670 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11932 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38737 members 
Mstep: Class 76 contains 18845 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2689 members 
Mstep: Class 80 contains 20747 members 
Mstep: Class 81 contains 7265 members 
Mstep: Class 82 contains 2324 members 
Mstep: Class 83 contains 23259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173284.000000 Penalty: 49960.722656
Iteration 413Q: 84 clusters Score -4.217328e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 22699 members 
Mstep: Class 4 contains 1217 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20079 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 9173 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16207 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 989 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13554 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23071 members 
Mstep: Class 30 contains 7070 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35437 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 21393 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 555 members 
Mstep: Class 45 contains 1796 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 14459 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14816 members 
Mstep: Class 53 contains 3973 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22401 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22742 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5525 members 
Mstep: Class 61 contains 19552 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1379 members 
Mstep: Class 64 contains 36177 members 
Mstep: Class 65 contains 9429 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1599 members 
Mstep: Class 68 contains 1477 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1905 members 
Mstep: Class 71 contains 25664 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11891 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 38921 members 
Mstep: Class 76 contains 18845 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2683 members 
Mstep: Class 80 contains 20719 members 
Mstep: Class 81 contains 7136 members 
Mstep: Class 82 contains 2325 members 
Mstep: Class 83 contains 23104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173432.000000 Penalty: 49960.722656
Iteration 414Q: 84 clusters Score -4.217343e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 22703 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20045 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6225 members 
Mstep: Class 15 contains 9130 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16156 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13540 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1605 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23079 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35430 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 21378 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 553 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 14717 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14822 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22418 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22710 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5520 members 
Mstep: Class 61 contains 19539 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1375 members 
Mstep: Class 64 contains 36176 members 
Mstep: Class 65 contains 9535 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1599 members 
Mstep: Class 68 contains 1476 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1847 members 
Mstep: Class 71 contains 25658 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11849 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39070 members 
Mstep: Class 76 contains 18838 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2678 members 
Mstep: Class 80 contains 20689 members 
Mstep: Class 81 contains 7050 members 
Mstep: Class 82 contains 2326 members 
Mstep: Class 83 contains 22999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173348.000000 Penalty: 49960.722656
Iteration 415Q: 84 clusters Score -4.217335e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 22733 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 20008 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6224 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16101 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 994 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13525 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1605 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23082 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35425 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18202 members 
Mstep: Class 36 contains 21344 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 549 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 14941 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14828 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22418 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22662 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5511 members 
Mstep: Class 61 contains 19536 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1373 members 
Mstep: Class 64 contains 36169 members 
Mstep: Class 65 contains 9620 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1476 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1804 members 
Mstep: Class 71 contains 25663 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11827 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39184 members 
Mstep: Class 76 contains 18840 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2670 members 
Mstep: Class 80 contains 20669 members 
Mstep: Class 81 contains 6983 members 
Mstep: Class 82 contains 2330 members 
Mstep: Class 83 contains 22932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173456.000000 Penalty: 49960.722656
Iteration 416Q: 84 clusters Score -4.217346e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 22762 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19970 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 2933 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 996 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13513 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23084 members 
Mstep: Class 30 contains 7068 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35412 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18204 members 
Mstep: Class 36 contains 21313 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 546 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 15149 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14839 members 
Mstep: Class 53 contains 3980 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22413 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22604 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5502 members 
Mstep: Class 61 contains 19537 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1369 members 
Mstep: Class 64 contains 36169 members 
Mstep: Class 65 contains 9711 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1477 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1778 members 
Mstep: Class 71 contains 25657 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11801 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39264 members 
Mstep: Class 76 contains 18851 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2665 members 
Mstep: Class 80 contains 20660 members 
Mstep: Class 81 contains 6914 members 
Mstep: Class 82 contains 2328 members 
Mstep: Class 83 contains 22884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173336.000000 Penalty: 49960.722656
Iteration 417Q: 84 clusters Score -4.217334e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3880 members 
Mstep: Class 3 contains 22800 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19932 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15999 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 999 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13505 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23083 members 
Mstep: Class 30 contains 7066 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35399 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18202 members 
Mstep: Class 36 contains 21299 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 542 members 
Mstep: Class 45 contains 1797 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 15366 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14843 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22377 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22539 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5496 members 
Mstep: Class 61 contains 19542 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1369 members 
Mstep: Class 64 contains 36172 members 
Mstep: Class 65 contains 9828 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1770 members 
Mstep: Class 71 contains 25655 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11726 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39332 members 
Mstep: Class 76 contains 18856 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2658 members 
Mstep: Class 80 contains 20661 members 
Mstep: Class 81 contains 6856 members 
Mstep: Class 82 contains 2331 members 
Mstep: Class 83 contains 22837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173324.000000 Penalty: 49960.722656
Iteration 418Q: 84 clusters Score -4.217332e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 22841 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19894 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8919 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15951 members 
Mstep: Class 19 contains 2934 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1005 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13509 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23082 members 
Mstep: Class 30 contains 7064 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35359 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18207 members 
Mstep: Class 36 contains 21287 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 538 members 
Mstep: Class 45 contains 1797 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 15566 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14850 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22333 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22452 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5489 members 
Mstep: Class 61 contains 19544 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1369 members 
Mstep: Class 64 contains 36174 members 
Mstep: Class 65 contains 9940 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1759 members 
Mstep: Class 71 contains 25652 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11684 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39399 members 
Mstep: Class 76 contains 18854 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2652 members 
Mstep: Class 80 contains 20659 members 
Mstep: Class 81 contains 6804 members 
Mstep: Class 82 contains 2331 members 
Mstep: Class 83 contains 22844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173400.000000 Penalty: 49960.722656
Iteration 419Q: 84 clusters Score -4.21734e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 22875 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19859 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8836 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15915 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1013 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13504 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23083 members 
Mstep: Class 30 contains 7064 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35316 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18207 members 
Mstep: Class 36 contains 21291 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 531 members 
Mstep: Class 45 contains 1797 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 15732 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14856 members 
Mstep: Class 53 contains 3980 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22289 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22405 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5483 members 
Mstep: Class 61 contains 19540 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1368 members 
Mstep: Class 64 contains 36178 members 
Mstep: Class 65 contains 10081 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1751 members 
Mstep: Class 71 contains 25644 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11630 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39457 members 
Mstep: Class 76 contains 18860 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2649 members 
Mstep: Class 80 contains 20655 members 
Mstep: Class 81 contains 6758 members 
Mstep: Class 82 contains 2329 members 
Mstep: Class 83 contains 22836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173400.000000 Penalty: 49960.722656
Iteration 420F: 84 clusters Score -4.21734e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 22921 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19821 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8758 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15863 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23087 members 
Mstep: Class 30 contains 7063 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35267 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18199 members 
Mstep: Class 36 contains 21287 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 526 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 15906 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14861 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22239 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22355 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19544 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1366 members 
Mstep: Class 64 contains 36163 members 
Mstep: Class 65 contains 10219 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1742 members 
Mstep: Class 71 contains 25650 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11584 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39513 members 
Mstep: Class 76 contains 18881 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2652 members 
Mstep: Class 80 contains 20660 members 
Mstep: Class 81 contains 6701 members 
Mstep: Class 82 contains 2329 members 
Mstep: Class 83 contains 22830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173332.000000 Penalty: 49960.722656
Iteration 421Q: 84 clusters Score -4.217333e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 22961 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19765 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8671 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15801 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1027 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23092 members 
Mstep: Class 30 contains 7061 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35243 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18186 members 
Mstep: Class 36 contains 21292 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 525 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 16085 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14865 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22196 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22301 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5475 members 
Mstep: Class 61 contains 19558 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1367 members 
Mstep: Class 64 contains 36151 members 
Mstep: Class 65 contains 10369 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1729 members 
Mstep: Class 71 contains 25647 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11547 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39567 members 
Mstep: Class 76 contains 18909 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2652 members 
Mstep: Class 80 contains 20659 members 
Mstep: Class 81 contains 6641 members 
Mstep: Class 82 contains 2330 members 
Mstep: Class 83 contains 22808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173352.000000 Penalty: 49960.722656
Iteration 422Q: 84 clusters Score -4.217335e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 23005 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15745 members 
Mstep: Class 19 contains 2939 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1029 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23099 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35208 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18173 members 
Mstep: Class 36 contains 21298 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 519 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 16256 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14866 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22142 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22250 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19560 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36136 members 
Mstep: Class 65 contains 10509 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1720 members 
Mstep: Class 71 contains 25647 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11507 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39593 members 
Mstep: Class 76 contains 18940 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2653 members 
Mstep: Class 80 contains 20663 members 
Mstep: Class 81 contains 6611 members 
Mstep: Class 82 contains 2329 members 
Mstep: Class 83 contains 22808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173492.000000 Penalty: 49960.722656
Iteration 423Q: 84 clusters Score -4.217349e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 23052 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19670 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 8535 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15687 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1032 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13481 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23095 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 889 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35181 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18165 members 
Mstep: Class 36 contains 21324 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 509 members 
Mstep: Class 45 contains 1798 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 16449 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22062 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22198 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19565 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1362 members 
Mstep: Class 64 contains 36133 members 
Mstep: Class 65 contains 10627 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1704 members 
Mstep: Class 71 contains 25661 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11476 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39628 members 
Mstep: Class 76 contains 18958 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2648 members 
Mstep: Class 80 contains 20660 members 
Mstep: Class 81 contains 6591 members 
Mstep: Class 82 contains 2329 members 
Mstep: Class 83 contains 22786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173592.000000 Penalty: 49960.722656
Iteration 424Q: 84 clusters Score -4.217359e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3967 members 
Mstep: Class 3 contains 23067 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19620 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6373 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15624 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13465 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35144 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18155 members 
Mstep: Class 36 contains 21337 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 494 members 
Mstep: Class 45 contains 1802 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 16629 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14871 members 
Mstep: Class 53 contains 3982 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 22015 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22144 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19568 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1359 members 
Mstep: Class 64 contains 36128 members 
Mstep: Class 65 contains 10695 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1600 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1693 members 
Mstep: Class 71 contains 25675 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11507 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39644 members 
Mstep: Class 76 contains 19000 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2647 members 
Mstep: Class 80 contains 20671 members 
Mstep: Class 81 contains 6565 members 
Mstep: Class 82 contains 2329 members 
Mstep: Class 83 contains 22772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173596.000000 Penalty: 49960.722656
Iteration 425Q: 84 clusters Score -4.21736e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 23078 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19575 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6222 members 
Mstep: Class 15 contains 8403 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15562 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13450 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1616 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23093 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35111 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18148 members 
Mstep: Class 36 contains 21347 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 477 members 
Mstep: Class 45 contains 1804 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 16815 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14871 members 
Mstep: Class 53 contains 3982 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21971 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22071 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19575 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1358 members 
Mstep: Class 64 contains 36126 members 
Mstep: Class 65 contains 10734 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1601 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1689 members 
Mstep: Class 71 contains 25699 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11554 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39649 members 
Mstep: Class 76 contains 19031 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2645 members 
Mstep: Class 80 contains 20678 members 
Mstep: Class 81 contains 6558 members 
Mstep: Class 82 contains 2328 members 
Mstep: Class 83 contains 22771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173696.000000 Penalty: 49960.722656
Iteration 426Q: 84 clusters Score -4.21737e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 23077 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19528 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15508 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1045 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13433 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23090 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35100 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18140 members 
Mstep: Class 36 contains 21365 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 462 members 
Mstep: Class 45 contains 1805 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 17017 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14871 members 
Mstep: Class 53 contains 3983 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21916 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21965 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19573 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1360 members 
Mstep: Class 64 contains 36121 members 
Mstep: Class 65 contains 10759 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1601 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1687 members 
Mstep: Class 71 contains 25739 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11608 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39648 members 
Mstep: Class 76 contains 19064 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2640 members 
Mstep: Class 80 contains 20684 members 
Mstep: Class 81 contains 6556 members 
Mstep: Class 82 contains 2326 members 
Mstep: Class 83 contains 22771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173880.000000 Penalty: 49960.722656
Iteration 427Q: 84 clusters Score -4.217388e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 23089 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19465 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 8298 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1054 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13423 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23088 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35068 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18133 members 
Mstep: Class 36 contains 21381 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 446 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 17248 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21867 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21849 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19577 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36118 members 
Mstep: Class 65 contains 10782 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1601 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1679 members 
Mstep: Class 71 contains 25760 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11663 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39648 members 
Mstep: Class 76 contains 19094 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2633 members 
Mstep: Class 80 contains 20692 members 
Mstep: Class 81 contains 6549 members 
Mstep: Class 82 contains 2328 members 
Mstep: Class 83 contains 22772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173872.000000 Penalty: 49960.722656
Iteration 428Q: 84 clusters Score -4.217387e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3997 members 
Mstep: Class 3 contains 23115 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19386 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15412 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13413 members 
Mstep: Class 26 contains 2851 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23091 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 35018 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18130 members 
Mstep: Class 36 contains 21384 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 435 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 17491 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3983 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21832 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21755 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19583 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36110 members 
Mstep: Class 65 contains 10803 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1601 members 
Mstep: Class 68 contains 1479 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1669 members 
Mstep: Class 71 contains 25774 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11732 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39661 members 
Mstep: Class 76 contains 19135 members 
Mstep: Class 77 contains 123 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2628 members 
Mstep: Class 80 contains 20696 members 
Mstep: Class 81 contains 6534 members 
Mstep: Class 82 contains 2326 members 
Mstep: Class 83 contains 22762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174036.000000 Penalty: 49960.722656
Iteration 429Q: 84 clusters Score -4.217404e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 23129 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19300 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15368 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1066 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13399 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23091 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34960 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18126 members 
Mstep: Class 36 contains 21398 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 424 members 
Mstep: Class 45 contains 1809 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 17738 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21803 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21694 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19579 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1362 members 
Mstep: Class 64 contains 36105 members 
Mstep: Class 65 contains 10804 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1659 members 
Mstep: Class 71 contains 25791 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11818 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39680 members 
Mstep: Class 76 contains 19179 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2622 members 
Mstep: Class 80 contains 20700 members 
Mstep: Class 81 contains 6516 members 
Mstep: Class 82 contains 2324 members 
Mstep: Class 83 contains 22732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174060.000000 Penalty: 49960.722656
Iteration 430Q: 84 clusters Score -4.217406e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 23143 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19219 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1070 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13389 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23085 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34922 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18119 members 
Mstep: Class 36 contains 21410 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 415 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 17945 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14869 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21784 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21641 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5477 members 
Mstep: Class 61 contains 19573 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1358 members 
Mstep: Class 64 contains 36096 members 
Mstep: Class 65 contains 10801 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1650 members 
Mstep: Class 71 contains 25810 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11900 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39682 members 
Mstep: Class 76 contains 19189 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2617 members 
Mstep: Class 80 contains 20706 members 
Mstep: Class 81 contains 6507 members 
Mstep: Class 82 contains 2321 members 
Mstep: Class 83 contains 22753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174208.000000 Penalty: 49960.722656
Iteration 431Q: 84 clusters Score -4.217421e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 23157 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19130 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 8054 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15280 members 
Mstep: Class 19 contains 2942 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1077 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23075 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34892 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18098 members 
Mstep: Class 36 contains 21431 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 413 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 18124 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1100 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21759 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21583 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19567 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1358 members 
Mstep: Class 64 contains 36086 members 
Mstep: Class 65 contains 10793 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1646 members 
Mstep: Class 71 contains 25824 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 11993 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39680 members 
Mstep: Class 76 contains 19186 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2606 members 
Mstep: Class 80 contains 20713 members 
Mstep: Class 81 contains 6505 members 
Mstep: Class 82 contains 2318 members 
Mstep: Class 83 contains 22805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174228.000000 Penalty: 49960.722656
Iteration 432Q: 84 clusters Score -4.217423e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 23172 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 19049 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 8005 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1082 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23065 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34857 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18084 members 
Mstep: Class 36 contains 21442 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 408 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 18312 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1100 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21730 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21532 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19570 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1356 members 
Mstep: Class 64 contains 36075 members 
Mstep: Class 65 contains 10779 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1643 members 
Mstep: Class 71 contains 25864 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12078 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39677 members 
Mstep: Class 76 contains 19159 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2591 members 
Mstep: Class 80 contains 20718 members 
Mstep: Class 81 contains 6504 members 
Mstep: Class 82 contains 2316 members 
Mstep: Class 83 contains 22856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174136.000000 Penalty: 49960.722656
Iteration 433Q: 84 clusters Score -4.217414e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 23184 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18968 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 7965 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15196 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1087 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13368 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23064 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 896 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34807 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18070 members 
Mstep: Class 36 contains 21436 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 400 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 18510 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1100 members 
Mstep: Class 52 contains 14867 members 
Mstep: Class 53 contains 3984 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21715 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21488 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19575 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1356 members 
Mstep: Class 64 contains 36066 members 
Mstep: Class 65 contains 10763 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1641 members 
Mstep: Class 71 contains 25901 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12160 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39680 members 
Mstep: Class 76 contains 19145 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2572 members 
Mstep: Class 80 contains 20720 members 
Mstep: Class 81 contains 6502 members 
Mstep: Class 82 contains 2313 members 
Mstep: Class 83 contains 22888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174136.000000 Penalty: 49960.722656
Iteration 434Q: 84 clusters Score -4.217414e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 23190 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18910 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15153 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13360 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23073 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34768 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18044 members 
Mstep: Class 36 contains 21433 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 397 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 18708 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1100 members 
Mstep: Class 52 contains 14867 members 
Mstep: Class 53 contains 3983 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21703 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21439 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19575 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1357 members 
Mstep: Class 64 contains 36061 members 
Mstep: Class 65 contains 10759 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1640 members 
Mstep: Class 71 contains 25925 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12246 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39679 members 
Mstep: Class 76 contains 19119 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2556 members 
Mstep: Class 80 contains 20726 members 
Mstep: Class 81 contains 6500 members 
Mstep: Class 82 contains 2309 members 
Mstep: Class 83 contains 22906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174268.000000 Penalty: 49960.722656
Iteration 435Q: 84 clusters Score -4.217427e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 23190 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18839 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 7858 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13352 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23075 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34743 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18026 members 
Mstep: Class 36 contains 21431 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4392 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 395 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 18924 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14864 members 
Mstep: Class 53 contains 3980 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21701 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21414 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19576 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36049 members 
Mstep: Class 65 contains 10752 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1639 members 
Mstep: Class 71 contains 25951 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12327 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39679 members 
Mstep: Class 76 contains 19093 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2539 members 
Mstep: Class 80 contains 20731 members 
Mstep: Class 81 contains 6498 members 
Mstep: Class 82 contains 2309 members 
Mstep: Class 83 contains 22893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174284.000000 Penalty: 49960.722656
Iteration 436Q: 84 clusters Score -4.217428e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4008 members 
Mstep: Class 3 contains 23191 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6212 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15055 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13339 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23071 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34712 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18017 members 
Mstep: Class 36 contains 21435 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 394 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19104 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14863 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21706 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21388 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19576 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36034 members 
Mstep: Class 65 contains 10738 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1637 members 
Mstep: Class 71 contains 25975 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12409 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39680 members 
Mstep: Class 76 contains 19085 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2523 members 
Mstep: Class 80 contains 20748 members 
Mstep: Class 81 contains 6491 members 
Mstep: Class 82 contains 2299 members 
Mstep: Class 83 contains 22894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174280.000000 Penalty: 49960.722656
Iteration 437Q: 84 clusters Score -4.217428e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18728 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 7756 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 15006 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 2856 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23068 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34684 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18007 members 
Mstep: Class 36 contains 21438 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 393 members 
Mstep: Class 45 contains 1807 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19287 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14857 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21704 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21362 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19568 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1364 members 
Mstep: Class 64 contains 36030 members 
Mstep: Class 65 contains 10725 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 25991 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12480 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39684 members 
Mstep: Class 76 contains 19068 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2509 members 
Mstep: Class 80 contains 20763 members 
Mstep: Class 81 contains 6482 members 
Mstep: Class 82 contains 2295 members 
Mstep: Class 83 contains 22894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174092.000000 Penalty: 49960.722656
Iteration 438Q: 84 clusters Score -4.217409e+07 nChanged 793
Entering ConstructFrom: 
Score: -42174092.000000 Penalty: 49960.722656
Entering ConstructFrom: 
Trying to split cluster 1 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -377888.718750 Penalty: 385.418243
	Iteration 0F: 2 clusters Score -377888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -374645.156250 Penalty: 770.836487
	Iteration 0F: 3 clusters Score -374645.2 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -375856.593750 Penalty: 770.836487
	Iteration 1F: 3 clusters Score -375856.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -376053.968750 Penalty: 770.836487
	Iteration 2F: 3 clusters Score -376054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -376245.156250 Penalty: 770.836487
	Iteration 3F: 3 clusters Score -376245.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -376437.250000 Penalty: 770.836487
	Iteration 4F: 3 clusters Score -376437.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -376637.250000 Penalty: 770.836487
	Iteration 5F: 3 clusters Score -376637.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -376837.687500 Penalty: 770.836487
	Iteration 6F: 3 clusters Score -376837.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -377014.187500 Penalty: 770.836487
	Iteration 7Q: 3 clusters Score -377014.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -377122.468750 Penalty: 770.836487
	Iteration 8Q: 3 clusters Score -377122.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -377190.656250 Penalty: 770.836487
	Iteration 9Q: 3 clusters Score -377190.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -377243.062500 Penalty: 770.836487
	Iteration 10Q: 3 clusters Score -377243.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -377293.781250 Penalty: 770.836487
	Iteration 11Q: 3 clusters Score -377293.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -377346.031250 Penalty: 770.836487
	Iteration 12Q: 3 clusters Score -377346 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -377391.687500 Penalty: 770.836487
	Iteration 13Q: 3 clusters Score -377391.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -377427.375000 Penalty: 770.836487
	Iteration 14Q: 3 clusters Score -377427.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -377455.531250 Penalty: 770.836487
	Iteration 15Q: 3 clusters Score -377455.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -377485.468750 Penalty: 770.836487
	Iteration 16Q: 3 clusters Score -377485.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -377518.531250 Penalty: 770.836487
	Iteration 17Q: 3 clusters Score -377518.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -377540.500000 Penalty: 770.836487
	Iteration 18Q: 3 clusters Score -377540.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -377563.875000 Penalty: 770.836487
	Iteration 19Q: 3 clusters Score -377563.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -377581.218750 Penalty: 770.836487
	Iteration 20F: 3 clusters Score -377581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -377592.562500 Penalty: 770.836487
	Iteration 21Q: 3 clusters Score -377592.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -377602.000000 Penalty: 770.836487
	Iteration 22Q: 3 clusters Score -377602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -377606.781250 Penalty: 770.836487
	Iteration 23Q: 3 clusters Score -377606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -377608.062500 Penalty: 770.836487
	Iteration 24Q: 3 clusters Score -377608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -377611.031250 Penalty: 770.836487
	Iteration 25Q: 3 clusters Score -377611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -377615.687500 Penalty: 770.836487
	Iteration 26Q: 3 clusters Score -377615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -377618.843750 Penalty: 770.836487
	Iteration 27Q: 3 clusters Score -377618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -377622.218750 Penalty: 770.836487
	Iteration 28Q: 3 clusters Score -377622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -377623.500000 Penalty: 770.836487
	Iteration 29Q: 3 clusters Score -377623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -377623.437500 Penalty: 770.836487
	Iteration 30Q: 3 clusters Score -377623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -377624.125000 Penalty: 770.836487
	Iteration 31Q: 3 clusters Score -377624.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -377624.125000 Penalty: 770.836487
	Iteration 32F: 3 clusters Score -377624.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -323340.468750 Penalty: 377.424713
	Iteration 0F: 2 clusters Score -323340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -320643.562500 Penalty: 754.849426
	Iteration 0F: 3 clusters Score -320643.6 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -321555.031250 Penalty: 754.849426
	Iteration 1F: 3 clusters Score -321555 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -321624.312500 Penalty: 754.849426
	Iteration 2F: 3 clusters Score -321624.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -321696.437500 Penalty: 754.849426
	Iteration 3Q: 3 clusters Score -321696.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -321815.375000 Penalty: 754.849426
	Iteration 4Q: 3 clusters Score -321815.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -321953.375000 Penalty: 754.849426
	Iteration 5Q: 3 clusters Score -321953.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -322102.406250 Penalty: 754.849426
	Iteration 6F: 3 clusters Score -322102.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -322292.593750 Penalty: 754.849426
	Iteration 7F: 3 clusters Score -322292.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -322537.875000 Penalty: 754.849426
	Iteration 8F: 3 clusters Score -322537.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -322806.250000 Penalty: 754.849426
	Iteration 9F: 3 clusters Score -322806.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -323005.250000 Penalty: 754.849426
	Iteration 10F: 3 clusters Score -323005.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -323104.875000 Penalty: 754.849426
	Iteration 11Q: 3 clusters Score -323104.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -323146.093750 Penalty: 754.849426
	Iteration 12Q: 3 clusters Score -323146.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -323160.218750 Penalty: 754.849426
	Iteration 13Q: 3 clusters Score -323160.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -323166.843750 Penalty: 754.849426
	Iteration 14Q: 3 clusters Score -323166.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -323169.781250 Penalty: 754.849426
	Iteration 15Q: 3 clusters Score -323169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -323171.625000 Penalty: 754.849426
	Iteration 16Q: 3 clusters Score -323171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -323173.218750 Penalty: 754.849426
	Iteration 17Q: 3 clusters Score -323173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -323175.343750 Penalty: 754.849426
	Iteration 18Q: 3 clusters Score -323175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -323177.031250 Penalty: 754.849426
	Iteration 19Q: 3 clusters Score -323177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -323179.093750 Penalty: 754.849426
	Iteration 20F: 3 clusters Score -323179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -323181.250000 Penalty: 754.849426
	Iteration 21Q: 3 clusters Score -323181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -323181.906250 Penalty: 754.849426
	Iteration 22Q: 3 clusters Score -323181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -323182.406250 Penalty: 754.849426
	Iteration 23Q: 3 clusters Score -323182.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -323182.500000 Penalty: 754.849426
	Iteration 24Q: 3 clusters Score -323182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -323183.187500 Penalty: 754.849426
	Iteration 25Q: 3 clusters Score -323183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -323183.218750 Penalty: 754.849426
	Iteration 26Q: 3 clusters Score -323183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -323183.625000 Penalty: 754.849426
	Iteration 27Q: 3 clusters Score -323183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -323183.625000 Penalty: 754.849426
	Iteration 28Q: 3 clusters Score -323183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -323184.218750 Penalty: 754.849426
	Iteration 29Q: 3 clusters Score -323184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -323184.593750 Penalty: 754.849426
	Iteration 30Q: 3 clusters Score -323184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -323184.375000 Penalty: 754.849426
	Iteration 31Q: 3 clusters Score -323184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -323185.156250 Penalty: 754.849426
	Iteration 32Q: 3 clusters Score -323185.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -323186.281250 Penalty: 754.849426
	Iteration 33Q: 3 clusters Score -323186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -323186.093750 Penalty: 754.849426
	Iteration 34Q: 3 clusters Score -323186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -323188.343750 Penalty: 754.849426
	Iteration 35Q: 3 clusters Score -323188.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -323188.937500 Penalty: 754.849426
	Iteration 36Q: 3 clusters Score -323188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -323189.281250 Penalty: 754.849426
	Iteration 37Q: 3 clusters Score -323189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -323189.593750 Penalty: 754.849426
	Iteration 38Q: 3 clusters Score -323189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -323189.968750 Penalty: 754.849426
	Iteration 39Q: 3 clusters Score -323190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -323189.968750 Penalty: 754.849426
	Iteration 40F: 3 clusters Score -323190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Entering Unmasked Estep 
Score: -1879962.000000 Penalty: 457.361786
	Iteration 0F: 2 clusters Score -1879962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1864735.000000 Penalty: 914.723572
	Iteration 0F: 3 clusters Score -1864735 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1871112.375000 Penalty: 914.723572
	Iteration 1F: 3 clusters Score -1871112 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1871369.375000 Penalty: 914.723572
	Iteration 2Q: 3 clusters Score -1871369 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1871694.000000 Penalty: 914.723572
	Iteration 3Q: 3 clusters Score -1871694 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1872086.375000 Penalty: 914.723572
	Iteration 4Q: 3 clusters Score -1872086 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1872762.000000 Penalty: 914.723572
	Iteration 5Q: 3 clusters Score -1872762 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1873889.625000 Penalty: 914.723572
	Iteration 6F: 3 clusters Score -1873890 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1875035.875000 Penalty: 914.723572
	Iteration 7F: 3 clusters Score -1875036 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1875529.000000 Penalty: 914.723572
	Iteration 8F: 3 clusters Score -1875529 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1875650.750000 Penalty: 914.723572
	Iteration 9Q: 3 clusters Score -1875651 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1875699.875000 Penalty: 914.723572
	Iteration 10Q: 3 clusters Score -1875700 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1875725.000000 Penalty: 914.723572
	Iteration 11Q: 3 clusters Score -1875725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1875745.250000 Penalty: 914.723572
	Iteration 12Q: 3 clusters Score -1875745 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1875776.125000 Penalty: 914.723572
	Iteration 13Q: 3 clusters Score -1875776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1875806.500000 Penalty: 914.723572
	Iteration 14Q: 3 clusters Score -1875806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1875847.000000 Penalty: 914.723572
	Iteration 15Q: 3 clusters Score -1875847 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1875886.875000 Penalty: 914.723572
	Iteration 16Q: 3 clusters Score -1875887 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1875927.250000 Penalty: 914.723572
	Iteration 17Q: 3 clusters Score -1875927 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1876009.875000 Penalty: 914.723572
	Iteration 18Q: 3 clusters Score -1876010 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1876099.125000 Penalty: 914.723572
	Iteration 19Q: 3 clusters Score -1876099 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1876204.875000 Penalty: 914.723572
	Iteration 20F: 3 clusters Score -1876205 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1876308.500000 Penalty: 914.723572
	Iteration 21Q: 3 clusters Score -1876308 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1876460.125000 Penalty: 914.723572
	Iteration 22Q: 3 clusters Score -1876460 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1876664.375000 Penalty: 914.723572
	Iteration 23Q: 3 clusters Score -1876664 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1876945.625000 Penalty: 914.723572
	Iteration 24Q: 3 clusters Score -1876946 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1877258.000000 Penalty: 914.723572
	Iteration 25Q: 3 clusters Score -1877258 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1877593.250000 Penalty: 914.723572
	Iteration 26Q: 3 clusters Score -1877593 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1878020.875000 Penalty: 914.723572
	Iteration 27Q: 3 clusters Score -1878021 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1878428.375000 Penalty: 914.723572
	Iteration 28Q: 3 clusters Score -1878428 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1878720.625000 Penalty: 914.723572
	Iteration 29Q: 3 clusters Score -1878721 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1878919.375000 Penalty: 914.723572
	Iteration 30Q: 3 clusters Score -1878919 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1879033.125000 Penalty: 914.723572
	Iteration 31Q: 3 clusters Score -1879033 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1879095.625000 Penalty: 914.723572
	Iteration 32Q: 3 clusters Score -1879096 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1879128.750000 Penalty: 914.723572
	Iteration 33Q: 3 clusters Score -1879129 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1879156.875000 Penalty: 914.723572
	Iteration 34Q: 3 clusters Score -1879157 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1879181.750000 Penalty: 914.723572
	Iteration 35Q: 3 clusters Score -1879182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1879204.625000 Penalty: 914.723572
	Iteration 36Q: 3 clusters Score -1879205 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1879212.750000 Penalty: 914.723572
	Iteration 37Q: 3 clusters Score -1879213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1879213.875000 Penalty: 914.723572
	Iteration 38Q: 3 clusters Score -1879214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1879225.000000 Penalty: 914.723572
	Iteration 39Q: 3 clusters Score -1879225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1879275.000000 Penalty: 914.723572
	Iteration 40F: 3 clusters Score -1879275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1879284.500000 Penalty: 914.723572
	Iteration 41Q: 3 clusters Score -1879284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1879286.625000 Penalty: 914.723572
	Iteration 42Q: 3 clusters Score -1879287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1879286.000000 Penalty: 914.723572
	Iteration 43Q: 3 clusters Score -1879286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1879292.250000 Penalty: 914.723572
	Iteration 44Q: 3 clusters Score -1879292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1879298.000000 Penalty: 914.723572
	Iteration 45Q: 3 clusters Score -1879298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1879300.125000 Penalty: 914.723572
	Iteration 46Q: 3 clusters Score -1879300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1879302.750000 Penalty: 914.723572
	Iteration 47Q: 3 clusters Score -1879303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1879303.375000 Penalty: 914.723572
	Iteration 48Q: 3 clusters Score -1879303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1879305.875000 Penalty: 914.723572
	Iteration 49Q: 3 clusters Score -1879306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1879307.250000 Penalty: 914.723572
	Iteration 50Q: 3 clusters Score -1879307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1879310.125000 Penalty: 914.723572
	Iteration 51Q: 3 clusters Score -1879310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1879310.125000 Penalty: 914.723572
	Iteration 52Q: 3 clusters Score -1879310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1879309.375000 Penalty: 914.723572
	Iteration 53Q: 3 clusters Score -1879309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1879311.000000 Penalty: 914.723572
	Iteration 54Q: 3 clusters Score -1879311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1879316.000000 Penalty: 914.723572
	Iteration 55Q: 3 clusters Score -1879316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1879311.500000 Penalty: 914.723572
	Iteration 56Q: 3 clusters Score -1879312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1879314.000000 Penalty: 914.723572
	Iteration 57Q: 3 clusters Score -1879314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1879317.125000 Penalty: 914.723572
	Iteration 58Q: 3 clusters Score -1879317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1879313.625000 Penalty: 914.723572
	Iteration 59Q: 3 clusters Score -1879314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1879318.125000 Penalty: 914.723572
	Iteration 60F: 3 clusters Score -1879318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1879319.000000 Penalty: 914.723572
	Iteration 61Q: 3 clusters Score -1879319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1879317.750000 Penalty: 914.723572
	Iteration 62Q: 3 clusters Score -1879318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1879321.875000 Penalty: 914.723572
	Iteration 63Q: 3 clusters Score -1879322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1879322.250000 Penalty: 914.723572
	Iteration 64Q: 3 clusters Score -1879322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1879323.750000 Penalty: 914.723572
	Iteration 65Q: 3 clusters Score -1879324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1879327.125000 Penalty: 914.723572
	Iteration 66Q: 3 clusters Score -1879327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1879327.250000 Penalty: 914.723572
	Iteration 67Q: 3 clusters Score -1879327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1879326.625000 Penalty: 914.723572
	Iteration 68Q: 3 clusters Score -1879327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1879323.750000 Penalty: 914.723572
	Iteration 69Q: 3 clusters Score -1879324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1879328.875000 Penalty: 914.723572
	Iteration 70Q: 3 clusters Score -1879329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1879335.250000 Penalty: 914.723572
	Iteration 71Q: 3 clusters Score -1879335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1879339.125000 Penalty: 914.723572
	Iteration 72Q: 3 clusters Score -1879339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1879343.000000 Penalty: 914.723572
	Iteration 73Q: 3 clusters Score -1879343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1879344.250000 Penalty: 914.723572
	Iteration 74Q: 3 clusters Score -1879344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1879344.625000 Penalty: 914.723572
	Iteration 75Q: 3 clusters Score -1879345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1879353.375000 Penalty: 914.723572
	Iteration 76Q: 3 clusters Score -1879353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1879353.125000 Penalty: 914.723572
	Iteration 77Q: 3 clusters Score -1879353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1879357.250000 Penalty: 914.723572
	Iteration 78Q: 3 clusters Score -1879357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1879360.125000 Penalty: 914.723572
	Iteration 79Q: 3 clusters Score -1879360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1879356.500000 Penalty: 914.723572
	Iteration 80F: 3 clusters Score -1879356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1879364.000000 Penalty: 914.723572
	Iteration 81Q: 3 clusters Score -1879364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1879367.250000 Penalty: 914.723572
	Iteration 82Q: 3 clusters Score -1879367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1879373.625000 Penalty: 914.723572
	Iteration 83Q: 3 clusters Score -1879374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1879377.125000 Penalty: 914.723572
	Iteration 84Q: 3 clusters Score -1879377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1879382.625000 Penalty: 914.723572
	Iteration 85Q: 3 clusters Score -1879383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1879388.625000 Penalty: 914.723572
	Iteration 86Q: 3 clusters Score -1879389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1879389.000000 Penalty: 914.723572
	Iteration 87Q: 3 clusters Score -1879389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1879402.125000 Penalty: 914.723572
	Iteration 88Q: 3 clusters Score -1879402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1879401.250000 Penalty: 914.723572
	Iteration 89Q: 3 clusters Score -1879401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1879405.125000 Penalty: 914.723572
	Iteration 90Q: 3 clusters Score -1879405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1879404.000000 Penalty: 914.723572
	Iteration 91Q: 3 clusters Score -1879404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1879414.250000 Penalty: 914.723572
	Iteration 92Q: 3 clusters Score -1879414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1879424.375000 Penalty: 914.723572
	Iteration 93Q: 3 clusters Score -1879424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1879430.000000 Penalty: 914.723572
	Iteration 94Q: 3 clusters Score -1879430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1879440.250000 Penalty: 914.723572
	Iteration 95Q: 3 clusters Score -1879440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1879443.875000 Penalty: 914.723572
	Iteration 96Q: 3 clusters Score -1879444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1879457.875000 Penalty: 914.723572
	Iteration 97Q: 3 clusters Score -1879458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1879461.375000 Penalty: 914.723572
	Iteration 98Q: 3 clusters Score -1879461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1879470.250000 Penalty: 914.723572
	Iteration 99Q: 3 clusters Score -1879470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1879481.125000 Penalty: 914.723572
	Iteration 100F: 3 clusters Score -1879481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1879484.750000 Penalty: 914.723572
	Iteration 101Q: 3 clusters Score -1879485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1879486.250000 Penalty: 914.723572
	Iteration 102Q: 3 clusters Score -1879486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1879489.750000 Penalty: 914.723572
	Iteration 103Q: 3 clusters Score -1879490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1879489.750000 Penalty: 914.723572
	Iteration 104Q: 3 clusters Score -1879490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1879491.125000 Penalty: 914.723572
	Iteration 105Q: 3 clusters Score -1879491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1879492.875000 Penalty: 914.723572
	Iteration 106Q: 3 clusters Score -1879493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1879489.875000 Penalty: 914.723572
	Iteration 107Q: 3 clusters Score -1879490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1879491.875000 Penalty: 914.723572
	Iteration 108Q: 3 clusters Score -1879492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1879492.000000 Penalty: 914.723572
	Iteration 109Q: 3 clusters Score -1879492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1879492.500000 Penalty: 914.723572
	Iteration 110Q: 3 clusters Score -1879492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1879492.250000 Penalty: 914.723572
	Iteration 111Q: 3 clusters Score -1879492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1879490.000000 Penalty: 914.723572
	Iteration 112Q: 3 clusters Score -1879490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1879490.125000 Penalty: 914.723572
	Iteration 113Q: 3 clusters Score -1879490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1879495.750000 Penalty: 914.723572
	Iteration 114Q: 3 clusters Score -1879496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1879493.500000 Penalty: 914.723572
	Iteration 115Q: 3 clusters Score -1879494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1879493.250000 Penalty: 914.723572
	Iteration 116Q: 3 clusters Score -1879493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1879487.125000 Penalty: 914.723572
	Iteration 117Q: 3 clusters Score -1879487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1879492.125000 Penalty: 914.723572
	Iteration 118Q: 3 clusters Score -1879492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1879489.625000 Penalty: 914.723572
	Iteration 119Q: 3 clusters Score -1879490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1879498.250000 Penalty: 914.723572
	Iteration 120F: 3 clusters Score -1879498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1879502.500000 Penalty: 914.723572
	Iteration 121Q: 3 clusters Score -1879502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1879510.500000 Penalty: 914.723572
	Iteration 122Q: 3 clusters Score -1879510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1879522.125000 Penalty: 914.723572
	Iteration 123Q: 3 clusters Score -1879522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1879531.000000 Penalty: 914.723572
	Iteration 124Q: 3 clusters Score -1879531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1879528.625000 Penalty: 914.723572
	Iteration 125Q: 3 clusters Score -1879529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1879527.750000 Penalty: 914.723572
	Iteration 126Q: 3 clusters Score -1879528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1879531.000000 Penalty: 914.723572
	Iteration 127Q: 3 clusters Score -1879531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1879532.625000 Penalty: 914.723572
	Iteration 128Q: 3 clusters Score -1879533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1879539.875000 Penalty: 914.723572
	Iteration 129Q: 3 clusters Score -1879540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1879540.375000 Penalty: 914.723572
	Iteration 130Q: 3 clusters Score -1879540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1879543.750000 Penalty: 914.723572
	Iteration 131Q: 3 clusters Score -1879544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1879551.125000 Penalty: 914.723572
	Iteration 132Q: 3 clusters Score -1879551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1879554.125000 Penalty: 914.723572
	Iteration 133Q: 3 clusters Score -1879554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1879563.750000 Penalty: 914.723572
	Iteration 134Q: 3 clusters Score -1879564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1879565.875000 Penalty: 914.723572
	Iteration 135Q: 3 clusters Score -1879566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1879570.250000 Penalty: 914.723572
	Iteration 136Q: 3 clusters Score -1879570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1879566.875000 Penalty: 914.723572
	Iteration 137Q: 3 clusters Score -1879567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1879570.000000 Penalty: 914.723572
	Iteration 138Q: 3 clusters Score -1879570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1879571.750000 Penalty: 914.723572
	Iteration 139Q: 3 clusters Score -1879572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1879576.875000 Penalty: 914.723572
	Iteration 140F: 3 clusters Score -1879577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1879582.500000 Penalty: 914.723572
	Iteration 141Q: 3 clusters Score -1879582 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1879578.125000 Penalty: 914.723572
	Iteration 142Q: 3 clusters Score -1879578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1879588.750000 Penalty: 914.723572
	Iteration 143Q: 3 clusters Score -1879589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1879590.500000 Penalty: 914.723572
	Iteration 144Q: 3 clusters Score -1879590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1879590.500000 Penalty: 914.723572
	Iteration 145Q: 3 clusters Score -1879590 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1879588.500000 Penalty: 914.723572
	Iteration 146Q: 3 clusters Score -1879588 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1879583.250000 Penalty: 914.723572
	Iteration 147Q: 3 clusters Score -1879583 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1879579.500000 Penalty: 914.723572
	Iteration 148Q: 3 clusters Score -1879580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1879584.875000 Penalty: 914.723572
	Iteration 149Q: 3 clusters Score -1879585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1879586.125000 Penalty: 914.723572
	Iteration 150Q: 3 clusters Score -1879586 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1879590.000000 Penalty: 914.723572
	Iteration 151Q: 3 clusters Score -1879590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1879581.500000 Penalty: 914.723572
	Iteration 152Q: 3 clusters Score -1879582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1879588.500000 Penalty: 914.723572
	Iteration 153Q: 3 clusters Score -1879588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1879590.375000 Penalty: 914.723572
	Iteration 154Q: 3 clusters Score -1879590 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1879612.750000 Penalty: 914.723572
	Iteration 155Q: 3 clusters Score -1879613 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1879627.000000 Penalty: 914.723572
	Iteration 156Q: 3 clusters Score -1879627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1879631.000000 Penalty: 914.723572
	Iteration 157Q: 3 clusters Score -1879631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1879635.500000 Penalty: 914.723572
	Iteration 158Q: 3 clusters Score -1879636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1879630.500000 Penalty: 914.723572
	Iteration 159Q: 3 clusters Score -1879630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1879629.250000 Penalty: 914.723572
	Iteration 160F: 3 clusters Score -1879629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1879631.125000 Penalty: 914.723572
	Iteration 161Q: 3 clusters Score -1879631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1879627.500000 Penalty: 914.723572
	Iteration 162Q: 3 clusters Score -1879628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1879621.750000 Penalty: 914.723572
	Iteration 163Q: 3 clusters Score -1879622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1879616.500000 Penalty: 914.723572
	Iteration 164Q: 3 clusters Score -1879616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1879615.625000 Penalty: 914.723572
	Iteration 165Q: 3 clusters Score -1879616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1879612.375000 Penalty: 914.723572
	Iteration 166Q: 3 clusters Score -1879612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1879618.250000 Penalty: 914.723572
	Iteration 167Q: 3 clusters Score -1879618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1879624.750000 Penalty: 914.723572
	Iteration 168Q: 3 clusters Score -1879625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1879629.500000 Penalty: 914.723572
	Iteration 169Q: 3 clusters Score -1879630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1879634.375000 Penalty: 914.723572
	Iteration 170Q: 3 clusters Score -1879634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1879636.250000 Penalty: 914.723572
	Iteration 171Q: 3 clusters Score -1879636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1879628.125000 Penalty: 914.723572
	Iteration 172Q: 3 clusters Score -1879628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1879635.750000 Penalty: 914.723572
	Iteration 173Q: 3 clusters Score -1879636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1879634.000000 Penalty: 914.723572
	Iteration 174Q: 3 clusters Score -1879634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1879636.000000 Penalty: 914.723572
	Iteration 175Q: 3 clusters Score -1879636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1879636.625000 Penalty: 914.723572
	Iteration 176Q: 3 clusters Score -1879637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1879641.250000 Penalty: 914.723572
	Iteration 177Q: 3 clusters Score -1879641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1879641.625000 Penalty: 914.723572
	Iteration 178Q: 3 clusters Score -1879642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1879641.500000 Penalty: 914.723572
	Iteration 179Q: 3 clusters Score -1879642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1879646.500000 Penalty: 914.723572
	Iteration 180F: 3 clusters Score -1879646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1879645.750000 Penalty: 914.723572
	Iteration 181Q: 3 clusters Score -1879646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1879641.625000 Penalty: 914.723572
	Iteration 182Q: 3 clusters Score -1879642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1879642.625000 Penalty: 914.723572
	Iteration 183Q: 3 clusters Score -1879643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1879645.875000 Penalty: 914.723572
	Iteration 184Q: 3 clusters Score -1879646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1879646.000000 Penalty: 914.723572
	Iteration 185Q: 3 clusters Score -1879646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1879645.875000 Penalty: 914.723572
	Iteration 186Q: 3 clusters Score -1879646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1879642.750000 Penalty: 914.723572
	Iteration 187Q: 3 clusters Score -1879643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1879641.125000 Penalty: 914.723572
	Iteration 188Q: 3 clusters Score -1879641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1879641.125000 Penalty: 914.723572
	Iteration 189Q: 3 clusters Score -1879641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1879641.125000 Penalty: 914.723572
	Iteration 190Q: 3 clusters Score -1879641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1879641.250000 Penalty: 914.723572
	Iteration 191Q: 3 clusters Score -1879641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1879638.625000 Penalty: 914.723572
	Iteration 192Q: 3 clusters Score -1879639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1879640.750000 Penalty: 914.723572
	Iteration 193Q: 3 clusters Score -1879641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1879641.625000 Penalty: 914.723572
	Iteration 194Q: 3 clusters Score -1879642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1879641.625000 Penalty: 914.723572
	Iteration 195F: 3 clusters Score -1879642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -97387.195312 Penalty: 322.712097
	Iteration 0F: 2 clusters Score -97387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -96416.742188 Penalty: 645.424194
	Iteration 0F: 3 clusters Score -96416.74 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -96707.281250 Penalty: 645.424194
	Iteration 1F: 3 clusters Score -96707.28 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -96781.562500 Penalty: 645.424194
	Iteration 2F: 3 clusters Score -96781.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96818.335938 Penalty: 645.424194
	Iteration 3F: 3 clusters Score -96818.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96849.109375 Penalty: 645.424194
	Iteration 4Q: 3 clusters Score -96849.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96884.859375 Penalty: 645.424194
	Iteration 5Q: 3 clusters Score -96884.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96923.617188 Penalty: 645.424194
	Iteration 6Q: 3 clusters Score -96923.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -96957.226562 Penalty: 645.424194
	Iteration 7Q: 3 clusters Score -96957.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -96989.343750 Penalty: 645.424194
	Iteration 8Q: 3 clusters Score -96989.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -97013.109375 Penalty: 645.424194
	Iteration 9Q: 3 clusters Score -97013.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97036.500000 Penalty: 645.424194
	Iteration 10Q: 3 clusters Score -97036.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97053.179688 Penalty: 645.424194
	Iteration 11Q: 3 clusters Score -97053.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -97070.453125 Penalty: 645.424194
	Iteration 12Q: 3 clusters Score -97070.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -97082.703125 Penalty: 645.424194
	Iteration 13Q: 3 clusters Score -97082.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -97092.789062 Penalty: 645.424194
	Iteration 14Q: 3 clusters Score -97092.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -97100.601562 Penalty: 645.424194
	Iteration 15Q: 3 clusters Score -97100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97106.000000 Penalty: 645.424194
	Iteration 16Q: 3 clusters Score -97106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -97111.429688 Penalty: 645.424194
	Iteration 17Q: 3 clusters Score -97111.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -97113.460938 Penalty: 645.424194
	Iteration 18Q: 3 clusters Score -97113.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -97113.804688 Penalty: 645.424194
	Iteration 19Q: 3 clusters Score -97113.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -97114.671875 Penalty: 645.424194
	Iteration 20F: 3 clusters Score -97114.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -97115.609375 Penalty: 645.424194
	Iteration 21Q: 3 clusters Score -97115.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -97115.984375 Penalty: 645.424194
	Iteration 22Q: 3 clusters Score -97115.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97117.257812 Penalty: 645.424194
	Iteration 23Q: 3 clusters Score -97117.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -97117.820312 Penalty: 645.424194
	Iteration 24Q: 3 clusters Score -97117.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97118.140625 Penalty: 645.424194
	Iteration 25Q: 3 clusters Score -97118.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97118.140625 Penalty: 645.424194
	Iteration 26F: 3 clusters Score -97118.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18995.765625 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -18995.77 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 156 members 
Entering Unmasked Estep 
Score: -18656.714844 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -18656.71 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18740.857422 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -18740.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18775.537109 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -18775.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18793.992188 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -18793.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18800.287109 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -18800.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18801.521484 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -18801.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18801.521484 Penalty: 519.949707
	Iteration 6F: 3 clusters Score -18801.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -111186.140625 Penalty: 329.220673
	Iteration 0F: 2 clusters Score -111186.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -110130.890625 Penalty: 658.441345
	Iteration 0F: 3 clusters Score -110130.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110403.960938 Penalty: 658.441345
	Iteration 1F: 3 clusters Score -110404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110457.281250 Penalty: 658.441345
	Iteration 2F: 3 clusters Score -110457.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110498.320312 Penalty: 658.441345
	Iteration 3F: 3 clusters Score -110498.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110529.562500 Penalty: 658.441345
	Iteration 4Q: 3 clusters Score -110529.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110558.976562 Penalty: 658.441345
	Iteration 5Q: 3 clusters Score -110559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110583.617188 Penalty: 658.441345
	Iteration 6Q: 3 clusters Score -110583.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110605.531250 Penalty: 658.441345
	Iteration 7Q: 3 clusters Score -110605.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110624.492188 Penalty: 658.441345
	Iteration 8Q: 3 clusters Score -110624.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110640.257812 Penalty: 658.441345
	Iteration 9Q: 3 clusters Score -110640.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110647.164062 Penalty: 658.441345
	Iteration 10Q: 3 clusters Score -110647.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110652.695312 Penalty: 658.441345
	Iteration 11Q: 3 clusters Score -110652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110658.343750 Penalty: 658.441345
	Iteration 12Q: 3 clusters Score -110658.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -110663.968750 Penalty: 658.441345
	Iteration 13Q: 3 clusters Score -110664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110670.671875 Penalty: 658.441345
	Iteration 14Q: 3 clusters Score -110670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110675.046875 Penalty: 658.441345
	Iteration 15Q: 3 clusters Score -110675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110681.187500 Penalty: 658.441345
	Iteration 16Q: 3 clusters Score -110681.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -110690.617188 Penalty: 658.441345
	Iteration 17Q: 3 clusters Score -110690.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -110702.085938 Penalty: 658.441345
	Iteration 18Q: 3 clusters Score -110702.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -110716.867188 Penalty: 658.441345
	Iteration 19Q: 3 clusters Score -110716.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -110737.679688 Penalty: 658.441345
	Iteration 20F: 3 clusters Score -110737.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -110748.726562 Penalty: 658.441345
	Iteration 21Q: 3 clusters Score -110748.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -110756.406250 Penalty: 658.441345
	Iteration 22Q: 3 clusters Score -110756.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -110760.234375 Penalty: 658.441345
	Iteration 23Q: 3 clusters Score -110760.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -110762.539062 Penalty: 658.441345
	Iteration 24Q: 3 clusters Score -110762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -110764.492188 Penalty: 658.441345
	Iteration 25Q: 3 clusters Score -110764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -110766.640625 Penalty: 658.441345
	Iteration 26Q: 3 clusters Score -110766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -110771.015625 Penalty: 658.441345
	Iteration 27Q: 3 clusters Score -110771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -110773.984375 Penalty: 658.441345
	Iteration 28Q: 3 clusters Score -110774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -110776.476562 Penalty: 658.441345
	Iteration 29Q: 3 clusters Score -110776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -110777.679688 Penalty: 658.441345
	Iteration 30Q: 3 clusters Score -110777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -110778.335938 Penalty: 658.441345
	Iteration 31Q: 3 clusters Score -110778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110779.164062 Penalty: 658.441345
	Iteration 32Q: 3 clusters Score -110779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110779.757812 Penalty: 658.441345
	Iteration 33Q: 3 clusters Score -110779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -110780.515625 Penalty: 658.441345
	Iteration 34Q: 3 clusters Score -110780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -110782.609375 Penalty: 658.441345
	Iteration 35Q: 3 clusters Score -110782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -110783.640625 Penalty: 658.441345
	Iteration 36Q: 3 clusters Score -110783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -110784.882812 Penalty: 658.441345
	Iteration 37Q: 3 clusters Score -110784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -110785.804688 Penalty: 658.441345
	Iteration 38Q: 3 clusters Score -110785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -110786.281250 Penalty: 658.441345
	Iteration 39Q: 3 clusters Score -110786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -110787.062500 Penalty: 658.441345
	Iteration 40F: 3 clusters Score -110787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110788.195312 Penalty: 658.441345
	Iteration 41Q: 3 clusters Score -110788.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -110788.992188 Penalty: 658.441345
	Iteration 42Q: 3 clusters Score -110789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -110791.007812 Penalty: 658.441345
	Iteration 43Q: 3 clusters Score -110791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -110793.078125 Penalty: 658.441345
	Iteration 44Q: 3 clusters Score -110793.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -110795.234375 Penalty: 658.441345
	Iteration 45Q: 3 clusters Score -110795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -110798.570312 Penalty: 658.441345
	Iteration 46Q: 3 clusters Score -110798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -110801.437500 Penalty: 658.441345
	Iteration 47Q: 3 clusters Score -110801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -110803.976562 Penalty: 658.441345
	Iteration 48Q: 3 clusters Score -110804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -110804.507812 Penalty: 658.441345
	Iteration 49Q: 3 clusters Score -110804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -110804.984375 Penalty: 658.441345
	Iteration 50Q: 3 clusters Score -110805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -110805.156250 Penalty: 658.441345
	Iteration 51Q: 3 clusters Score -110805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -110805.539062 Penalty: 658.441345
	Iteration 52Q: 3 clusters Score -110805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -110805.906250 Penalty: 658.441345
	Iteration 53Q: 3 clusters Score -110805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110806.218750 Penalty: 658.441345
	Iteration 54Q: 3 clusters Score -110806.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -110806.218750 Penalty: 658.441345
	Iteration 55F: 3 clusters Score -110806.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -25879.304688 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -25879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25457.013672 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -25457.01 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25603.794922 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -25603.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25642.722656 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -25642.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25657.109375 Penalty: 555.536194
	Iteration 3Q: 3 clusters Score -25657.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25663.435547 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -25663.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25666.183594 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -25666.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25669.341797 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -25669.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25670.546875 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -25670.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25671.414062 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -25671.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25671.753906 Penalty: 555.536194
	Iteration 9Q: 3 clusters Score -25671.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25671.935547 Penalty: 555.536194
	Iteration 10Q: 3 clusters Score -25671.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25672.982422 Penalty: 555.536194
	Iteration 11Q: 3 clusters Score -25672.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25673.425781 Penalty: 555.536194
	Iteration 12Q: 3 clusters Score -25673.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25675.634766 Penalty: 555.536194
	Iteration 13Q: 3 clusters Score -25675.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25678.093750 Penalty: 555.536194
	Iteration 14Q: 3 clusters Score -25678.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25678.251953 Penalty: 555.536194
	Iteration 15Q: 3 clusters Score -25678.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25678.251953 Penalty: 555.536194
	Iteration 16F: 3 clusters Score -25678.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Entering Unmasked Estep 
Score: -1522892.000000 Penalty: 447.550690
	Iteration 0F: 2 clusters Score -1522892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1510463.875000 Penalty: 895.101379
	Iteration 0F: 3 clusters Score -1510464 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1515426.750000 Penalty: 895.101379
	Iteration 1F: 3 clusters Score -1515427 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1515705.250000 Penalty: 895.101379
	Iteration 2F: 3 clusters Score -1515705 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1515955.500000 Penalty: 895.101379
	Iteration 3Q: 3 clusters Score -1515956 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1516221.125000 Penalty: 895.101379
	Iteration 4Q: 3 clusters Score -1516221 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1516569.250000 Penalty: 895.101379
	Iteration 5Q: 3 clusters Score -1516569 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1517099.625000 Penalty: 895.101379
	Iteration 6Q: 3 clusters Score -1517100 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1517960.250000 Penalty: 895.101379
	Iteration 7F: 3 clusters Score -1517960 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1518948.375000 Penalty: 895.101379
	Iteration 8F: 3 clusters Score -1518948 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1519574.625000 Penalty: 895.101379
	Iteration 9F: 3 clusters Score -1519575 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1519826.875000 Penalty: 895.101379
	Iteration 10Q: 3 clusters Score -1519827 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1519933.000000 Penalty: 895.101379
	Iteration 11Q: 3 clusters Score -1519933 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1519999.000000 Penalty: 895.101379
	Iteration 12Q: 3 clusters Score -1519999 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1520060.750000 Penalty: 895.101379
	Iteration 13Q: 3 clusters Score -1520061 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1520124.250000 Penalty: 895.101379
	Iteration 14Q: 3 clusters Score -1520124 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1520184.500000 Penalty: 895.101379
	Iteration 15Q: 3 clusters Score -1520184 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1520286.250000 Penalty: 895.101379
	Iteration 16Q: 3 clusters Score -1520286 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1520400.375000 Penalty: 895.101379
	Iteration 17Q: 3 clusters Score -1520400 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1520529.625000 Penalty: 895.101379
	Iteration 18Q: 3 clusters Score -1520530 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1520669.625000 Penalty: 895.101379
	Iteration 19Q: 3 clusters Score -1520670 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1520816.500000 Penalty: 895.101379
	Iteration 20F: 3 clusters Score -1520816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1520967.500000 Penalty: 895.101379
	Iteration 21Q: 3 clusters Score -1520968 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1521128.375000 Penalty: 895.101379
	Iteration 22Q: 3 clusters Score -1521128 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1521291.625000 Penalty: 895.101379
	Iteration 23Q: 3 clusters Score -1521292 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1521442.375000 Penalty: 895.101379
	Iteration 24Q: 3 clusters Score -1521442 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1521591.625000 Penalty: 895.101379
	Iteration 25Q: 3 clusters Score -1521592 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1521729.500000 Penalty: 895.101379
	Iteration 26Q: 3 clusters Score -1521730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1521875.125000 Penalty: 895.101379
	Iteration 27Q: 3 clusters Score -1521875 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1522044.000000 Penalty: 895.101379
	Iteration 28Q: 3 clusters Score -1522044 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1522160.625000 Penalty: 895.101379
	Iteration 29Q: 3 clusters Score -1522161 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1522243.000000 Penalty: 895.101379
	Iteration 30Q: 3 clusters Score -1522243 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1522301.125000 Penalty: 895.101379
	Iteration 31Q: 3 clusters Score -1522301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1522336.000000 Penalty: 895.101379
	Iteration 32Q: 3 clusters Score -1522336 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1522355.625000 Penalty: 895.101379
	Iteration 33Q: 3 clusters Score -1522356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1522365.750000 Penalty: 895.101379
	Iteration 34Q: 3 clusters Score -1522366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1522363.625000 Penalty: 895.101379
	Iteration 35Q: 3 clusters Score -1522364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1522370.125000 Penalty: 895.101379
	Iteration 36Q: 3 clusters Score -1522370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1522382.000000 Penalty: 895.101379
	Iteration 37Q: 3 clusters Score -1522382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1522377.875000 Penalty: 895.101379
	Iteration 38Q: 3 clusters Score -1522378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1522380.625000 Penalty: 895.101379
	Iteration 39Q: 3 clusters Score -1522381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1522385.000000 Penalty: 895.101379
	Iteration 40F: 3 clusters Score -1522385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1522387.875000 Penalty: 895.101379
	Iteration 41Q: 3 clusters Score -1522388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1522382.625000 Penalty: 895.101379
	Iteration 42Q: 3 clusters Score -1522383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1522385.500000 Penalty: 895.101379
	Iteration 43Q: 3 clusters Score -1522386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1522385.750000 Penalty: 895.101379
	Iteration 44Q: 3 clusters Score -1522386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1522384.875000 Penalty: 895.101379
	Iteration 45Q: 3 clusters Score -1522385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1522386.750000 Penalty: 895.101379
	Iteration 46Q: 3 clusters Score -1522387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1522388.500000 Penalty: 895.101379
	Iteration 47Q: 3 clusters Score -1522388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1522387.625000 Penalty: 895.101379
	Iteration 48Q: 3 clusters Score -1522388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1522388.250000 Penalty: 895.101379
	Iteration 49Q: 3 clusters Score -1522388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1522386.625000 Penalty: 895.101379
	Iteration 50Q: 3 clusters Score -1522387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1522387.750000 Penalty: 895.101379
	Iteration 51Q: 3 clusters Score -1522388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1522388.125000 Penalty: 895.101379
	Iteration 52Q: 3 clusters Score -1522388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1522388.500000 Penalty: 895.101379
	Iteration 53Q: 3 clusters Score -1522388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1522388.500000 Penalty: 895.101379
	Iteration 54F: 3 clusters Score -1522388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -90278.375000 Penalty: 324.383057
	Iteration 0F: 2 clusters Score -90278.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -89319.226562 Penalty: 648.766113
	Iteration 0F: 3 clusters Score -89319.23 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -89616.898438 Penalty: 648.766113
	Iteration 1F: 3 clusters Score -89616.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -89689.976562 Penalty: 648.766113
	Iteration 2F: 3 clusters Score -89689.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -89740.898438 Penalty: 648.766113
	Iteration 3F: 3 clusters Score -89740.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -89792.859375 Penalty: 648.766113
	Iteration 4Q: 3 clusters Score -89792.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -89836.757812 Penalty: 648.766113
	Iteration 5Q: 3 clusters Score -89836.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -89877.132812 Penalty: 648.766113
	Iteration 6Q: 3 clusters Score -89877.13 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -89919.500000 Penalty: 648.766113
	Iteration 7Q: 3 clusters Score -89919.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -89959.250000 Penalty: 648.766113
	Iteration 8Q: 3 clusters Score -89959.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -89987.835938 Penalty: 648.766113
	Iteration 9Q: 3 clusters Score -89987.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -90004.445312 Penalty: 648.766113
	Iteration 10Q: 3 clusters Score -90004.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -90015.359375 Penalty: 648.766113
	Iteration 11Q: 3 clusters Score -90015.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -90027.585938 Penalty: 648.766113
	Iteration 12Q: 3 clusters Score -90027.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -90031.546875 Penalty: 648.766113
	Iteration 13Q: 3 clusters Score -90031.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -90037.429688 Penalty: 648.766113
	Iteration 14Q: 3 clusters Score -90037.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -90043.921875 Penalty: 648.766113
	Iteration 15Q: 3 clusters Score -90043.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90045.382812 Penalty: 648.766113
	Iteration 16Q: 3 clusters Score -90045.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -90046.296875 Penalty: 648.766113
	Iteration 17Q: 3 clusters Score -90046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -90047.132812 Penalty: 648.766113
	Iteration 18Q: 3 clusters Score -90047.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90048.070312 Penalty: 648.766113
	Iteration 19Q: 3 clusters Score -90048.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90048.070312 Penalty: 648.766113
	Iteration 20F: 3 clusters Score -90048.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -497836.312500 Penalty: 398.607727
	Iteration 0F: 2 clusters Score -497836.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -493572.218750 Penalty: 797.215454
	Iteration 0F: 3 clusters Score -493572.2 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -495129.250000 Penalty: 797.215454
	Iteration 1F: 3 clusters Score -495129.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -495238.593750 Penalty: 797.215454
	Iteration 2Q: 3 clusters Score -495238.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -495349.187500 Penalty: 797.215454
	Iteration 3Q: 3 clusters Score -495349.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -495495.187500 Penalty: 797.215454
	Iteration 4Q: 3 clusters Score -495495.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -495688.500000 Penalty: 797.215454
	Iteration 5Q: 3 clusters Score -495688.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -495964.625000 Penalty: 797.215454
	Iteration 6Q: 3 clusters Score -495964.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -496305.812500 Penalty: 797.215454
	Iteration 7F: 3 clusters Score -496305.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -496574.937500 Penalty: 797.215454
	Iteration 8Q: 3 clusters Score -496574.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -496710.468750 Penalty: 797.215454
	Iteration 9Q: 3 clusters Score -496710.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -496789.062500 Penalty: 797.215454
	Iteration 10Q: 3 clusters Score -496789.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -496842.000000 Penalty: 797.215454
	Iteration 11Q: 3 clusters Score -496842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -496889.562500 Penalty: 797.215454
	Iteration 12Q: 3 clusters Score -496889.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -496925.906250 Penalty: 797.215454
	Iteration 13Q: 3 clusters Score -496925.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -496956.718750 Penalty: 797.215454
	Iteration 14Q: 3 clusters Score -496956.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -496984.500000 Penalty: 797.215454
	Iteration 15Q: 3 clusters Score -496984.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497007.031250 Penalty: 797.215454
	Iteration 16Q: 3 clusters Score -497007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -497024.750000 Penalty: 797.215454
	Iteration 17Q: 3 clusters Score -497024.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -497042.343750 Penalty: 797.215454
	Iteration 18Q: 3 clusters Score -497042.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -497069.437500 Penalty: 797.215454
	Iteration 19Q: 3 clusters Score -497069.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -497093.875000 Penalty: 797.215454
	Iteration 20F: 3 clusters Score -497093.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -497117.812500 Penalty: 797.215454
	Iteration 21Q: 3 clusters Score -497117.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -497142.750000 Penalty: 797.215454
	Iteration 22Q: 3 clusters Score -497142.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -497170.625000 Penalty: 797.215454
	Iteration 23Q: 3 clusters Score -497170.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -497193.031250 Penalty: 797.215454
	Iteration 24Q: 3 clusters Score -497193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -497213.843750 Penalty: 797.215454
	Iteration 25Q: 3 clusters Score -497213.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -497231.750000 Penalty: 797.215454
	Iteration 26Q: 3 clusters Score -497231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -497254.062500 Penalty: 797.215454
	Iteration 27Q: 3 clusters Score -497254.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -497277.218750 Penalty: 797.215454
	Iteration 28Q: 3 clusters Score -497277.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -497298.312500 Penalty: 797.215454
	Iteration 29Q: 3 clusters Score -497298.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -497315.468750 Penalty: 797.215454
	Iteration 30Q: 3 clusters Score -497315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -497327.343750 Penalty: 797.215454
	Iteration 31Q: 3 clusters Score -497327.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -497339.093750 Penalty: 797.215454
	Iteration 32Q: 3 clusters Score -497339.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -497348.718750 Penalty: 797.215454
	Iteration 33Q: 3 clusters Score -497348.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -497354.843750 Penalty: 797.215454
	Iteration 34Q: 3 clusters Score -497354.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -497361.781250 Penalty: 797.215454
	Iteration 35Q: 3 clusters Score -497361.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -497366.406250 Penalty: 797.215454
	Iteration 36Q: 3 clusters Score -497366.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -497371.593750 Penalty: 797.215454
	Iteration 37Q: 3 clusters Score -497371.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -497376.875000 Penalty: 797.215454
	Iteration 38Q: 3 clusters Score -497376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -497381.468750 Penalty: 797.215454
	Iteration 39Q: 3 clusters Score -497381.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -497385.812500 Penalty: 797.215454
	Iteration 40F: 3 clusters Score -497385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -497391.250000 Penalty: 797.215454
	Iteration 41Q: 3 clusters Score -497391.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -497397.750000 Penalty: 797.215454
	Iteration 42Q: 3 clusters Score -497397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -497401.718750 Penalty: 797.215454
	Iteration 43Q: 3 clusters Score -497401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -497409.156250 Penalty: 797.215454
	Iteration 44Q: 3 clusters Score -497409.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -497412.468750 Penalty: 797.215454
	Iteration 45Q: 3 clusters Score -497412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -497417.937500 Penalty: 797.215454
	Iteration 46Q: 3 clusters Score -497417.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -497424.093750 Penalty: 797.215454
	Iteration 47Q: 3 clusters Score -497424.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -497429.406250 Penalty: 797.215454
	Iteration 48Q: 3 clusters Score -497429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -497435.781250 Penalty: 797.215454
	Iteration 49Q: 3 clusters Score -497435.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -497441.562500 Penalty: 797.215454
	Iteration 50Q: 3 clusters Score -497441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -497446.062500 Penalty: 797.215454
	Iteration 51Q: 3 clusters Score -497446.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -497449.562500 Penalty: 797.215454
	Iteration 52Q: 3 clusters Score -497449.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -497456.312500 Penalty: 797.215454
	Iteration 53Q: 3 clusters Score -497456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -497460.218750 Penalty: 797.215454
	Iteration 54Q: 3 clusters Score -497460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -497465.937500 Penalty: 797.215454
	Iteration 55Q: 3 clusters Score -497465.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -497469.468750 Penalty: 797.215454
	Iteration 56Q: 3 clusters Score -497469.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -497473.062500 Penalty: 797.215454
	Iteration 57Q: 3 clusters Score -497473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -497476.218750 Penalty: 797.215454
	Iteration 58Q: 3 clusters Score -497476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -497480.250000 Penalty: 797.215454
	Iteration 59Q: 3 clusters Score -497480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -497484.906250 Penalty: 797.215454
	Iteration 60F: 3 clusters Score -497484.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -497491.125000 Penalty: 797.215454
	Iteration 61Q: 3 clusters Score -497491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -497497.062500 Penalty: 797.215454
	Iteration 62Q: 3 clusters Score -497497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -497499.093750 Penalty: 797.215454
	Iteration 63Q: 3 clusters Score -497499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -497500.156250 Penalty: 797.215454
	Iteration 64Q: 3 clusters Score -497500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -497501.843750 Penalty: 797.215454
	Iteration 65Q: 3 clusters Score -497501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -497502.250000 Penalty: 797.215454
	Iteration 66Q: 3 clusters Score -497502.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -497503.250000 Penalty: 797.215454
	Iteration 67Q: 3 clusters Score -497503.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -497505.250000 Penalty: 797.215454
	Iteration 68Q: 3 clusters Score -497505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -497506.375000 Penalty: 797.215454
	Iteration 69Q: 3 clusters Score -497506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -497506.781250 Penalty: 797.215454
	Iteration 70Q: 3 clusters Score -497506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -497507.375000 Penalty: 797.215454
	Iteration 71Q: 3 clusters Score -497507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -497509.562500 Penalty: 797.215454
	Iteration 72Q: 3 clusters Score -497509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -497512.625000 Penalty: 797.215454
	Iteration 73Q: 3 clusters Score -497512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -497513.625000 Penalty: 797.215454
	Iteration 74Q: 3 clusters Score -497513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -497513.656250 Penalty: 797.215454
	Iteration 75Q: 3 clusters Score -497513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -497513.656250 Penalty: 797.215454
	Iteration 76F: 3 clusters Score -497513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Entering Unmasked Estep 
Score: -250727.281250 Penalty: 369.540863
	Iteration 0F: 2 clusters Score -250727.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -248404.375000 Penalty: 739.081726
	Iteration 0F: 3 clusters Score -248404.4 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -249185.531250 Penalty: 739.081726
	Iteration 1F: 3 clusters Score -249185.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -249285.625000 Penalty: 739.081726
	Iteration 2F: 3 clusters Score -249285.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -249358.843750 Penalty: 739.081726
	Iteration 3F: 3 clusters Score -249358.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -249413.812500 Penalty: 739.081726
	Iteration 4Q: 3 clusters Score -249413.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -249467.453125 Penalty: 739.081726
	Iteration 5Q: 3 clusters Score -249467.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -249538.078125 Penalty: 739.081726
	Iteration 6Q: 3 clusters Score -249538.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -249612.687500 Penalty: 739.081726
	Iteration 7Q: 3 clusters Score -249612.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -249693.500000 Penalty: 739.081726
	Iteration 8Q: 3 clusters Score -249693.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -249766.453125 Penalty: 739.081726
	Iteration 9Q: 3 clusters Score -249766.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -249835.968750 Penalty: 739.081726
	Iteration 10Q: 3 clusters Score -249836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -249916.781250 Penalty: 739.081726
	Iteration 11Q: 3 clusters Score -249916.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -249993.812500 Penalty: 739.081726
	Iteration 12Q: 3 clusters Score -249993.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -250059.046875 Penalty: 739.081726
	Iteration 13Q: 3 clusters Score -250059 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -250133.531250 Penalty: 739.081726
	Iteration 14Q: 3 clusters Score -250133.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -250228.390625 Penalty: 739.081726
	Iteration 15Q: 3 clusters Score -250228.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -250306.843750 Penalty: 739.081726
	Iteration 16Q: 3 clusters Score -250306.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -250343.453125 Penalty: 739.081726
	Iteration 17Q: 3 clusters Score -250343.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -250373.359375 Penalty: 739.081726
	Iteration 18Q: 3 clusters Score -250373.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -250406.531250 Penalty: 739.081726
	Iteration 19Q: 3 clusters Score -250406.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -250428.625000 Penalty: 739.081726
	Iteration 20F: 3 clusters Score -250428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -250448.421875 Penalty: 739.081726
	Iteration 21Q: 3 clusters Score -250448.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -250461.609375 Penalty: 739.081726
	Iteration 22Q: 3 clusters Score -250461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -250469.625000 Penalty: 739.081726
	Iteration 23Q: 3 clusters Score -250469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -250475.156250 Penalty: 739.081726
	Iteration 24Q: 3 clusters Score -250475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -250479.625000 Penalty: 739.081726
	Iteration 25Q: 3 clusters Score -250479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -250483.484375 Penalty: 739.081726
	Iteration 26Q: 3 clusters Score -250483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -250487.265625 Penalty: 739.081726
	Iteration 27Q: 3 clusters Score -250487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -250488.343750 Penalty: 739.081726
	Iteration 28Q: 3 clusters Score -250488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -250488.625000 Penalty: 739.081726
	Iteration 29Q: 3 clusters Score -250488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -250489.203125 Penalty: 739.081726
	Iteration 30Q: 3 clusters Score -250489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -250489.812500 Penalty: 739.081726
	Iteration 31Q: 3 clusters Score -250489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -250489.937500 Penalty: 739.081726
	Iteration 32Q: 3 clusters Score -250489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -250489.937500 Penalty: 739.081726
	Iteration 33F: 3 clusters Score -250489.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16043.291016 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16043.29 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16109.688477 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16109.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16147.069336 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16147.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -16164.590820 Penalty: 499.116516
	Iteration 3F: 3 clusters Score -16164.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -16179.187500 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16179.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -16186.157227 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16186.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16187.659180 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16187.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -16187.659180 Penalty: 499.116516
	Iteration 7F: 3 clusters Score -16187.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -232602.687500 Penalty: 366.869354
	Iteration 0F: 2 clusters Score -232602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -230412.531250 Penalty: 733.738708
	Iteration 0F: 3 clusters Score -230412.5 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -231189.515625 Penalty: 733.738708
	Iteration 1F: 3 clusters Score -231189.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -231306.484375 Penalty: 733.738708
	Iteration 2F: 3 clusters Score -231306.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -231427.734375 Penalty: 733.738708
	Iteration 3F: 3 clusters Score -231427.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -231577.593750 Penalty: 733.738708
	Iteration 4F: 3 clusters Score -231577.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -231731.312500 Penalty: 733.738708
	Iteration 5F: 3 clusters Score -231731.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -231874.890625 Penalty: 733.738708
	Iteration 6F: 3 clusters Score -231874.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -231974.156250 Penalty: 733.738708
	Iteration 7Q: 3 clusters Score -231974.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -232052.765625 Penalty: 733.738708
	Iteration 8Q: 3 clusters Score -232052.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -232108.968750 Penalty: 733.738708
	Iteration 9Q: 3 clusters Score -232109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -232160.703125 Penalty: 733.738708
	Iteration 10Q: 3 clusters Score -232160.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -232181.625000 Penalty: 733.738708
	Iteration 11Q: 3 clusters Score -232181.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -232200.609375 Penalty: 733.738708
	Iteration 12Q: 3 clusters Score -232200.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -232214.359375 Penalty: 733.738708
	Iteration 13Q: 3 clusters Score -232214.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -232220.609375 Penalty: 733.738708
	Iteration 14Q: 3 clusters Score -232220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -232228.765625 Penalty: 733.738708
	Iteration 15Q: 3 clusters Score -232228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -232234.375000 Penalty: 733.738708
	Iteration 16Q: 3 clusters Score -232234.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -232238.218750 Penalty: 733.738708
	Iteration 17Q: 3 clusters Score -232238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -232239.906250 Penalty: 733.738708
	Iteration 18Q: 3 clusters Score -232239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -232242.187500 Penalty: 733.738708
	Iteration 19Q: 3 clusters Score -232242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -232243.812500 Penalty: 733.738708
	Iteration 20F: 3 clusters Score -232243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -232245.265625 Penalty: 733.738708
	Iteration 21Q: 3 clusters Score -232245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -232247.062500 Penalty: 733.738708
	Iteration 22Q: 3 clusters Score -232247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -232248.046875 Penalty: 733.738708
	Iteration 23Q: 3 clusters Score -232248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -232248.046875 Penalty: 733.738708
	Iteration 24Q: 3 clusters Score -232248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -232250.187500 Penalty: 733.738708
	Iteration 25Q: 3 clusters Score -232250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -232250.781250 Penalty: 733.738708
	Iteration 26Q: 3 clusters Score -232250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -232251.421875 Penalty: 733.738708
	Iteration 27Q: 3 clusters Score -232251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -232254.921875 Penalty: 733.738708
	Iteration 28Q: 3 clusters Score -232254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -232256.984375 Penalty: 733.738708
	Iteration 29Q: 3 clusters Score -232257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -232257.843750 Penalty: 733.738708
	Iteration 30Q: 3 clusters Score -232257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -232258.078125 Penalty: 733.738708
	Iteration 31Q: 3 clusters Score -232258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -232258.781250 Penalty: 733.738708
	Iteration 32Q: 3 clusters Score -232258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -232260.531250 Penalty: 733.738708
	Iteration 33Q: 3 clusters Score -232260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -232263.281250 Penalty: 733.738708
	Iteration 34Q: 3 clusters Score -232263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -232264.125000 Penalty: 733.738708
	Iteration 35Q: 3 clusters Score -232264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -232265.046875 Penalty: 733.738708
	Iteration 36Q: 3 clusters Score -232265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -232268.390625 Penalty: 733.738708
	Iteration 37Q: 3 clusters Score -232268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -232273.078125 Penalty: 733.738708
	Iteration 38Q: 3 clusters Score -232273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -232276.968750 Penalty: 733.738708
	Iteration 39Q: 3 clusters Score -232277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -232278.359375 Penalty: 733.738708
	Iteration 40F: 3 clusters Score -232278.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -482923.250000 Penalty: 397.378510
	Iteration 0F: 2 clusters Score -482923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -478810.750000 Penalty: 794.757019
	Iteration 0F: 3 clusters Score -478810.8 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -480352.968750 Penalty: 794.757019
	Iteration 1F: 3 clusters Score -480353 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -480455.437500 Penalty: 794.757019
	Iteration 2Q: 3 clusters Score -480455.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -480535.187500 Penalty: 794.757019
	Iteration 3Q: 3 clusters Score -480535.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -480632.250000 Penalty: 794.757019
	Iteration 4Q: 3 clusters Score -480632.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -480764.562500 Penalty: 794.757019
	Iteration 5Q: 3 clusters Score -480764.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -480960.937500 Penalty: 794.757019
	Iteration 6Q: 3 clusters Score -480960.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -481231.593750 Penalty: 794.757019
	Iteration 7F: 3 clusters Score -481231.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -481514.062500 Penalty: 794.757019
	Iteration 8F: 3 clusters Score -481514.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -481730.375000 Penalty: 794.757019
	Iteration 9F: 3 clusters Score -481730.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -481842.875000 Penalty: 794.757019
	Iteration 10Q: 3 clusters Score -481842.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -481908.375000 Penalty: 794.757019
	Iteration 11Q: 3 clusters Score -481908.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -481949.468750 Penalty: 794.757019
	Iteration 12Q: 3 clusters Score -481949.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -481976.250000 Penalty: 794.757019
	Iteration 13Q: 3 clusters Score -481976.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -482005.062500 Penalty: 794.757019
	Iteration 14Q: 3 clusters Score -482005.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -482027.312500 Penalty: 794.757019
	Iteration 15Q: 3 clusters Score -482027.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -482044.656250 Penalty: 794.757019
	Iteration 16Q: 3 clusters Score -482044.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -482073.843750 Penalty: 794.757019
	Iteration 17Q: 3 clusters Score -482073.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -482109.125000 Penalty: 794.757019
	Iteration 18Q: 3 clusters Score -482109.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -482140.468750 Penalty: 794.757019
	Iteration 19Q: 3 clusters Score -482140.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -482173.625000 Penalty: 794.757019
	Iteration 20F: 3 clusters Score -482173.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -482205.625000 Penalty: 794.757019
	Iteration 21Q: 3 clusters Score -482205.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -482247.437500 Penalty: 794.757019
	Iteration 22Q: 3 clusters Score -482247.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -482281.781250 Penalty: 794.757019
	Iteration 23Q: 3 clusters Score -482281.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -482325.812500 Penalty: 794.757019
	Iteration 24Q: 3 clusters Score -482325.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -482372.718750 Penalty: 794.757019
	Iteration 25Q: 3 clusters Score -482372.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -482400.437500 Penalty: 794.757019
	Iteration 26Q: 3 clusters Score -482400.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -482419.375000 Penalty: 794.757019
	Iteration 27Q: 3 clusters Score -482419.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -482437.625000 Penalty: 794.757019
	Iteration 28Q: 3 clusters Score -482437.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -482451.906250 Penalty: 794.757019
	Iteration 29Q: 3 clusters Score -482451.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -482466.187500 Penalty: 794.757019
	Iteration 30Q: 3 clusters Score -482466.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -482475.031250 Penalty: 794.757019
	Iteration 31Q: 3 clusters Score -482475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -482485.656250 Penalty: 794.757019
	Iteration 32Q: 3 clusters Score -482485.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -482491.906250 Penalty: 794.757019
	Iteration 33Q: 3 clusters Score -482491.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -482495.468750 Penalty: 794.757019
	Iteration 34Q: 3 clusters Score -482495.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -482500.062500 Penalty: 794.757019
	Iteration 35Q: 3 clusters Score -482500.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -482502.375000 Penalty: 794.757019
	Iteration 36Q: 3 clusters Score -482502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -482506.218750 Penalty: 794.757019
	Iteration 37Q: 3 clusters Score -482506.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -482508.312500 Penalty: 794.757019
	Iteration 38Q: 3 clusters Score -482508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -482511.218750 Penalty: 794.757019
	Iteration 39Q: 3 clusters Score -482511.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -482513.343750 Penalty: 794.757019
	Iteration 40F: 3 clusters Score -482513.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -482516.531250 Penalty: 794.757019
	Iteration 41Q: 3 clusters Score -482516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -482518.375000 Penalty: 794.757019
	Iteration 42Q: 3 clusters Score -482518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -482522.031250 Penalty: 794.757019
	Iteration 43Q: 3 clusters Score -482522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -482525.500000 Penalty: 794.757019
	Iteration 44Q: 3 clusters Score -482525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -482528.906250 Penalty: 794.757019
	Iteration 45Q: 3 clusters Score -482528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -482531.281250 Penalty: 794.757019
	Iteration 46Q: 3 clusters Score -482531.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -482533.062500 Penalty: 794.757019
	Iteration 47Q: 3 clusters Score -482533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -482533.718750 Penalty: 794.757019
	Iteration 48Q: 3 clusters Score -482533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -482535.312500 Penalty: 794.757019
	Iteration 49Q: 3 clusters Score -482535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -482537.281250 Penalty: 794.757019
	Iteration 50Q: 3 clusters Score -482537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -482537.281250 Penalty: 794.757019
	Iteration 51Q: 3 clusters Score -482537.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -482538.625000 Penalty: 794.757019
	Iteration 52Q: 3 clusters Score -482538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -482539.187500 Penalty: 794.757019
	Iteration 53Q: 3 clusters Score -482539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -482540.500000 Penalty: 794.757019
	Iteration 54Q: 3 clusters Score -482540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -482542.468750 Penalty: 794.757019
	Iteration 55Q: 3 clusters Score -482542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -482543.875000 Penalty: 794.757019
	Iteration 56Q: 3 clusters Score -482543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -482546.812500 Penalty: 794.757019
	Iteration 57Q: 3 clusters Score -482546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -482547.437500 Penalty: 794.757019
	Iteration 58Q: 3 clusters Score -482547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -482551.968750 Penalty: 794.757019
	Iteration 59Q: 3 clusters Score -482552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -482552.250000 Penalty: 794.757019
	Iteration 60F: 3 clusters Score -482552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -482554.187500 Penalty: 794.757019
	Iteration 61Q: 3 clusters Score -482554.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -482555.937500 Penalty: 794.757019
	Iteration 62Q: 3 clusters Score -482555.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -482557.687500 Penalty: 794.757019
	Iteration 63Q: 3 clusters Score -482557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -482560.687500 Penalty: 794.757019
	Iteration 64Q: 3 clusters Score -482560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -482562.468750 Penalty: 794.757019
	Iteration 65Q: 3 clusters Score -482562.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -482563.968750 Penalty: 794.757019
	Iteration 66Q: 3 clusters Score -482564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -482566.031250 Penalty: 794.757019
	Iteration 67Q: 3 clusters Score -482566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -482567.187500 Penalty: 794.757019
	Iteration 68Q: 3 clusters Score -482567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -482568.531250 Penalty: 794.757019
	Iteration 69Q: 3 clusters Score -482568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -482570.187500 Penalty: 794.757019
	Iteration 70Q: 3 clusters Score -482570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -482571.406250 Penalty: 794.757019
	Iteration 71Q: 3 clusters Score -482571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -482571.531250 Penalty: 794.757019
	Iteration 72Q: 3 clusters Score -482571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -482572.031250 Penalty: 794.757019
	Iteration 73Q: 3 clusters Score -482572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -482572.031250 Penalty: 794.757019
	Iteration 74F: 3 clusters Score -482572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Entering Unmasked Estep 
Score: -625749.812500 Penalty: 407.361206
	Iteration 0F: 2 clusters Score -625749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -620585.125000 Penalty: 814.722412
	Iteration 0F: 3 clusters Score -620585.1 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -622612.562500 Penalty: 814.722412
	Iteration 1F: 3 clusters Score -622612.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -622814.312500 Penalty: 814.722412
	Iteration 2F: 3 clusters Score -622814.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -623069.812500 Penalty: 814.722412
	Iteration 3F: 3 clusters Score -623069.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -623372.250000 Penalty: 814.722412
	Iteration 4F: 3 clusters Score -623372.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -623711.562500 Penalty: 814.722412
	Iteration 5F: 3 clusters Score -623711.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -624056.812500 Penalty: 814.722412
	Iteration 6F: 3 clusters Score -624056.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -624265.687500 Penalty: 814.722412
	Iteration 7Q: 3 clusters Score -624265.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -624389.375000 Penalty: 814.722412
	Iteration 8Q: 3 clusters Score -624389.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -624460.000000 Penalty: 814.722412
	Iteration 9Q: 3 clusters Score -624460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -624527.250000 Penalty: 814.722412
	Iteration 10Q: 3 clusters Score -624527.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -624605.750000 Penalty: 814.722412
	Iteration 11Q: 3 clusters Score -624605.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -624693.125000 Penalty: 814.722412
	Iteration 12Q: 3 clusters Score -624693.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -624772.062500 Penalty: 814.722412
	Iteration 13Q: 3 clusters Score -624772.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -624851.937500 Penalty: 814.722412
	Iteration 14Q: 3 clusters Score -624851.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -624931.000000 Penalty: 814.722412
	Iteration 15Q: 3 clusters Score -624931 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -625017.187500 Penalty: 814.722412
	Iteration 16Q: 3 clusters Score -625017.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -625100.937500 Penalty: 814.722412
	Iteration 17Q: 3 clusters Score -625100.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -625168.687500 Penalty: 814.722412
	Iteration 18Q: 3 clusters Score -625168.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -625222.187500 Penalty: 814.722412
	Iteration 19Q: 3 clusters Score -625222.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -625251.187500 Penalty: 814.722412
	Iteration 20F: 3 clusters Score -625251.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -625275.187500 Penalty: 814.722412
	Iteration 21Q: 3 clusters Score -625275.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -625302.125000 Penalty: 814.722412
	Iteration 22Q: 3 clusters Score -625302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -625318.125000 Penalty: 814.722412
	Iteration 23Q: 3 clusters Score -625318.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -625336.687500 Penalty: 814.722412
	Iteration 24Q: 3 clusters Score -625336.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -625343.750000 Penalty: 814.722412
	Iteration 25Q: 3 clusters Score -625343.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -625350.250000 Penalty: 814.722412
	Iteration 26Q: 3 clusters Score -625350.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -625356.812500 Penalty: 814.722412
	Iteration 27Q: 3 clusters Score -625356.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -625370.000000 Penalty: 814.722412
	Iteration 28Q: 3 clusters Score -625370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -625379.875000 Penalty: 814.722412
	Iteration 29Q: 3 clusters Score -625379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -625386.125000 Penalty: 814.722412
	Iteration 30Q: 3 clusters Score -625386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -625390.500000 Penalty: 814.722412
	Iteration 31Q: 3 clusters Score -625390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -625394.375000 Penalty: 814.722412
	Iteration 32Q: 3 clusters Score -625394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -625402.312500 Penalty: 814.722412
	Iteration 33Q: 3 clusters Score -625402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -625406.250000 Penalty: 814.722412
	Iteration 34Q: 3 clusters Score -625406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -625410.187500 Penalty: 814.722412
	Iteration 35Q: 3 clusters Score -625410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -625417.687500 Penalty: 814.722412
	Iteration 36Q: 3 clusters Score -625417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -625419.812500 Penalty: 814.722412
	Iteration 37Q: 3 clusters Score -625419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -625421.562500 Penalty: 814.722412
	Iteration 38Q: 3 clusters Score -625421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -625423.812500 Penalty: 814.722412
	Iteration 39Q: 3 clusters Score -625423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -625423.875000 Penalty: 814.722412
	Iteration 40F: 3 clusters Score -625423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -178485.515625 Penalty: 351.922424
	Iteration 0F: 2 clusters Score -178485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -176862.953125 Penalty: 703.844849
	Iteration 0F: 3 clusters Score -176863 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -177402.625000 Penalty: 703.844849
	Iteration 1F: 3 clusters Score -177402.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -177513.562500 Penalty: 703.844849
	Iteration 2F: 3 clusters Score -177513.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -177624.015625 Penalty: 703.844849
	Iteration 3F: 3 clusters Score -177624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -177720.500000 Penalty: 703.844849
	Iteration 4F: 3 clusters Score -177720.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -177803.203125 Penalty: 703.844849
	Iteration 5F: 3 clusters Score -177803.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -177874.046875 Penalty: 703.844849
	Iteration 6Q: 3 clusters Score -177874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -177930.015625 Penalty: 703.844849
	Iteration 7Q: 3 clusters Score -177930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -177973.718750 Penalty: 703.844849
	Iteration 8Q: 3 clusters Score -177973.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -178027.703125 Penalty: 703.844849
	Iteration 9Q: 3 clusters Score -178027.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -178068.031250 Penalty: 703.844849
	Iteration 10Q: 3 clusters Score -178068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -178096.296875 Penalty: 703.844849
	Iteration 11Q: 3 clusters Score -178096.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -178120.890625 Penalty: 703.844849
	Iteration 12Q: 3 clusters Score -178120.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -178138.343750 Penalty: 703.844849
	Iteration 13Q: 3 clusters Score -178138.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -178147.265625 Penalty: 703.844849
	Iteration 14Q: 3 clusters Score -178147.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -178153.000000 Penalty: 703.844849
	Iteration 15Q: 3 clusters Score -178153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -178158.796875 Penalty: 703.844849
	Iteration 16Q: 3 clusters Score -178158.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -178167.031250 Penalty: 703.844849
	Iteration 17Q: 3 clusters Score -178167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -178172.281250 Penalty: 703.844849
	Iteration 18Q: 3 clusters Score -178172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -178176.015625 Penalty: 703.844849
	Iteration 19Q: 3 clusters Score -178176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -178182.828125 Penalty: 703.844849
	Iteration 20F: 3 clusters Score -178182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -178188.468750 Penalty: 703.844849
	Iteration 21Q: 3 clusters Score -178188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -178191.625000 Penalty: 703.844849
	Iteration 22Q: 3 clusters Score -178191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -178193.125000 Penalty: 703.844849
	Iteration 23Q: 3 clusters Score -178193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -178194.031250 Penalty: 703.844849
	Iteration 24Q: 3 clusters Score -178194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -178194.468750 Penalty: 703.844849
	Iteration 25Q: 3 clusters Score -178194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -178194.515625 Penalty: 703.844849
	Iteration 26Q: 3 clusters Score -178194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -178194.515625 Penalty: 703.844849
	Iteration 27F: 3 clusters Score -178194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13379.501953 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13379.5 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 160 members 
Entering Unmasked Estep 
Score: -12996.533203 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -12996.53 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13150.160156 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13150.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13194.987305 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -13194.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13240.996094 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -13241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13266.911133 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -13266.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13276.137695 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -13276.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13292.458008 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -13292.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13307.300781 Penalty: 530.967773
	Iteration 7Q: 3 clusters Score -13307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13313.522461 Penalty: 530.967773
	Iteration 8Q: 3 clusters Score -13313.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13314.292969 Penalty: 530.967773
	Iteration 9Q: 3 clusters Score -13314.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13314.292969 Penalty: 530.967773
	Iteration 10F: 3 clusters Score -13314.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1156398.125000 Penalty: 437.394623
	Iteration 0F: 2 clusters Score -1156398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1146380.250000 Penalty: 874.789246
	Iteration 0F: 3 clusters Score -1146380 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1150699.250000 Penalty: 874.789246
	Iteration 1F: 3 clusters Score -1150699 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1151058.375000 Penalty: 874.789246
	Iteration 2F: 3 clusters Score -1151058 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1151495.750000 Penalty: 874.789246
	Iteration 3F: 3 clusters Score -1151496 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1152039.000000 Penalty: 874.789246
	Iteration 4F: 3 clusters Score -1152039 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1152650.500000 Penalty: 874.789246
	Iteration 5F: 3 clusters Score -1152650 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1153311.875000 Penalty: 874.789246
	Iteration 6F: 3 clusters Score -1153312 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1153790.625000 Penalty: 874.789246
	Iteration 7Q: 3 clusters Score -1153791 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1154059.000000 Penalty: 874.789246
	Iteration 8Q: 3 clusters Score -1154059 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1154234.500000 Penalty: 874.789246
	Iteration 9Q: 3 clusters Score -1154234 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1154379.000000 Penalty: 874.789246
	Iteration 10Q: 3 clusters Score -1154379 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1154523.000000 Penalty: 874.789246
	Iteration 11Q: 3 clusters Score -1154523 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1154666.625000 Penalty: 874.789246
	Iteration 12Q: 3 clusters Score -1154667 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1154800.000000 Penalty: 874.789246
	Iteration 13Q: 3 clusters Score -1154800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1154945.375000 Penalty: 874.789246
	Iteration 14Q: 3 clusters Score -1154945 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1155102.500000 Penalty: 874.789246
	Iteration 15Q: 3 clusters Score -1155102 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1155272.250000 Penalty: 874.789246
	Iteration 16Q: 3 clusters Score -1155272 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1155450.375000 Penalty: 874.789246
	Iteration 17Q: 3 clusters Score -1155450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1155608.625000 Penalty: 874.789246
	Iteration 18Q: 3 clusters Score -1155609 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1155740.125000 Penalty: 874.789246
	Iteration 19Q: 3 clusters Score -1155740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1155844.125000 Penalty: 874.789246
	Iteration 20F: 3 clusters Score -1155844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1155918.250000 Penalty: 874.789246
	Iteration 21Q: 3 clusters Score -1155918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1155970.000000 Penalty: 874.789246
	Iteration 22Q: 3 clusters Score -1155970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1156004.375000 Penalty: 874.789246
	Iteration 23Q: 3 clusters Score -1156004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1156023.625000 Penalty: 874.789246
	Iteration 24Q: 3 clusters Score -1156024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1156036.000000 Penalty: 874.789246
	Iteration 25Q: 3 clusters Score -1156036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1156048.625000 Penalty: 874.789246
	Iteration 26Q: 3 clusters Score -1156049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1156062.875000 Penalty: 874.789246
	Iteration 27Q: 3 clusters Score -1156063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1156071.125000 Penalty: 874.789246
	Iteration 28Q: 3 clusters Score -1156071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1156073.500000 Penalty: 874.789246
	Iteration 29Q: 3 clusters Score -1156074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1156074.250000 Penalty: 874.789246
	Iteration 30Q: 3 clusters Score -1156074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1156073.625000 Penalty: 874.789246
	Iteration 31Q: 3 clusters Score -1156074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1156077.125000 Penalty: 874.789246
	Iteration 32Q: 3 clusters Score -1156077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1156079.125000 Penalty: 874.789246
	Iteration 33Q: 3 clusters Score -1156079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1156085.000000 Penalty: 874.789246
	Iteration 34Q: 3 clusters Score -1156085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1156089.375000 Penalty: 874.789246
	Iteration 35Q: 3 clusters Score -1156089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1156090.250000 Penalty: 874.789246
	Iteration 36Q: 3 clusters Score -1156090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1156094.375000 Penalty: 874.789246
	Iteration 37Q: 3 clusters Score -1156094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1156095.250000 Penalty: 874.789246
	Iteration 38Q: 3 clusters Score -1156095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1156096.375000 Penalty: 874.789246
	Iteration 39Q: 3 clusters Score -1156096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1156096.375000 Penalty: 874.789246
	Iteration 40F: 3 clusters Score -1156096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1156094.500000 Penalty: 874.789246
	Iteration 41Q: 3 clusters Score -1156094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1156094.625000 Penalty: 874.789246
	Iteration 42Q: 3 clusters Score -1156095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1156095.750000 Penalty: 874.789246
	Iteration 43Q: 3 clusters Score -1156096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1156095.750000 Penalty: 874.789246
	Iteration 44F: 3 clusters Score -1156096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -214841.687500 Penalty: 363.416901
	Iteration 0F: 2 clusters Score -214841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -212735.734375 Penalty: 726.833801
	Iteration 0F: 3 clusters Score -212735.7 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -213528.312500 Penalty: 726.833801
	Iteration 1F: 3 clusters Score -213528.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -213633.531250 Penalty: 726.833801
	Iteration 2F: 3 clusters Score -213633.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -213691.312500 Penalty: 726.833801
	Iteration 3Q: 3 clusters Score -213691.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -213737.890625 Penalty: 726.833801
	Iteration 4Q: 3 clusters Score -213737.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -213782.890625 Penalty: 726.833801
	Iteration 5Q: 3 clusters Score -213782.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -213833.218750 Penalty: 726.833801
	Iteration 6Q: 3 clusters Score -213833.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -213893.343750 Penalty: 726.833801
	Iteration 7Q: 3 clusters Score -213893.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -213959.875000 Penalty: 726.833801
	Iteration 8Q: 3 clusters Score -213959.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -214032.843750 Penalty: 726.833801
	Iteration 9Q: 3 clusters Score -214032.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -214101.656250 Penalty: 726.833801
	Iteration 10Q: 3 clusters Score -214101.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -214161.562500 Penalty: 726.833801
	Iteration 11Q: 3 clusters Score -214161.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -214215.921875 Penalty: 726.833801
	Iteration 12Q: 3 clusters Score -214215.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -214273.015625 Penalty: 726.833801
	Iteration 13Q: 3 clusters Score -214273 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -214325.984375 Penalty: 726.833801
	Iteration 14Q: 3 clusters Score -214326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -214362.031250 Penalty: 726.833801
	Iteration 15Q: 3 clusters Score -214362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -214380.984375 Penalty: 726.833801
	Iteration 16Q: 3 clusters Score -214381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -214401.015625 Penalty: 726.833801
	Iteration 17Q: 3 clusters Score -214401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -214422.375000 Penalty: 726.833801
	Iteration 18Q: 3 clusters Score -214422.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -214445.921875 Penalty: 726.833801
	Iteration 19Q: 3 clusters Score -214445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -214464.843750 Penalty: 726.833801
	Iteration 20F: 3 clusters Score -214464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -214477.718750 Penalty: 726.833801
	Iteration 21Q: 3 clusters Score -214477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -214492.703125 Penalty: 726.833801
	Iteration 22Q: 3 clusters Score -214492.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -214503.281250 Penalty: 726.833801
	Iteration 23Q: 3 clusters Score -214503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -214510.453125 Penalty: 726.833801
	Iteration 24Q: 3 clusters Score -214510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -214514.500000 Penalty: 726.833801
	Iteration 25Q: 3 clusters Score -214514.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -214517.078125 Penalty: 726.833801
	Iteration 26Q: 3 clusters Score -214517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -214519.031250 Penalty: 726.833801
	Iteration 27Q: 3 clusters Score -214519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -214519.703125 Penalty: 726.833801
	Iteration 28Q: 3 clusters Score -214519.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -214519.703125 Penalty: 726.833801
	Iteration 29F: 3 clusters Score -214519.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -3677.127930 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -3677.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3392.614258 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -3392.614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3530.655273 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -3530.655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3556.148926 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -3556.149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -3577.054443 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -3577.054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3580.635010 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -3580.635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3580.996826 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -3580.997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3580.996826 Penalty: 491.232819
	Iteration 6F: 3 clusters Score -3580.997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -48355.375000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -48355.38 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 348 members 
Entering Unmasked Estep 
Score: -47758.433594 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -47758.43 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47936.675781 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -47936.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47988.593750 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -47988.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48007.683594 Penalty: 595.364929
	Iteration 3Q: 3 clusters Score -48007.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48021.609375 Penalty: 595.364929
	Iteration 4Q: 3 clusters Score -48021.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48035.460938 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -48035.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48048.718750 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -48048.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48061.539062 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -48061.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48068.820312 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -48068.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48074.410156 Penalty: 595.364929
	Iteration 9Q: 3 clusters Score -48074.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48081.585938 Penalty: 595.364929
	Iteration 10Q: 3 clusters Score -48081.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48088.757812 Penalty: 595.364929
	Iteration 11Q: 3 clusters Score -48088.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48098.746094 Penalty: 595.364929
	Iteration 12Q: 3 clusters Score -48098.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48108.027344 Penalty: 595.364929
	Iteration 13Q: 3 clusters Score -48108.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48116.597656 Penalty: 595.364929
	Iteration 14Q: 3 clusters Score -48116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48125.156250 Penalty: 595.364929
	Iteration 15Q: 3 clusters Score -48125.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48130.292969 Penalty: 595.364929
	Iteration 16Q: 3 clusters Score -48130.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48140.125000 Penalty: 595.364929
	Iteration 17Q: 3 clusters Score -48140.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -48149.707031 Penalty: 595.364929
	Iteration 18Q: 3 clusters Score -48149.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -48159.324219 Penalty: 595.364929
	Iteration 19Q: 3 clusters Score -48159.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48165.078125 Penalty: 595.364929
	Iteration 20F: 3 clusters Score -48165.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -48170.683594 Penalty: 595.364929
	Iteration 21Q: 3 clusters Score -48170.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48183.910156 Penalty: 595.364929
	Iteration 22Q: 3 clusters Score -48183.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48192.671875 Penalty: 595.364929
	Iteration 23Q: 3 clusters Score -48192.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -48197.449219 Penalty: 595.364929
	Iteration 24Q: 3 clusters Score -48197.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -48199.851562 Penalty: 595.364929
	Iteration 25Q: 3 clusters Score -48199.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -48205.210938 Penalty: 595.364929
	Iteration 26Q: 3 clusters Score -48205.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -48206.148438 Penalty: 595.364929
	Iteration 27Q: 3 clusters Score -48206.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48207.066406 Penalty: 595.364929
	Iteration 28Q: 3 clusters Score -48207.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -48217.589844 Penalty: 595.364929
	Iteration 29Q: 3 clusters Score -48217.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -48222.000000 Penalty: 595.364929
	Iteration 30Q: 3 clusters Score -48222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -48223.046875 Penalty: 595.364929
	Iteration 31Q: 3 clusters Score -48223.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -48223.839844 Penalty: 595.364929
	Iteration 32Q: 3 clusters Score -48223.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -48223.839844 Penalty: 595.364929
	Iteration 33F: 3 clusters Score -48223.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -93623.796875 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -93623.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92718.671875 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -92718.67 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92974.945312 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -92974.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -93021.843750 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -93021.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -93060.578125 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -93060.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93096.578125 Penalty: 640.049072
	Iteration 4Q: 3 clusters Score -93096.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93124.703125 Penalty: 640.049072
	Iteration 5Q: 3 clusters Score -93124.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -93145.484375 Penalty: 640.049072
	Iteration 6Q: 3 clusters Score -93145.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93165.984375 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -93165.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93180.093750 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -93180.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -93196.562500 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -93196.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -93214.429688 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -93214.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -93235.796875 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -93235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -93248.242188 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -93248.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -93260.054688 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -93260.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -93268.007812 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -93268.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -93273.601562 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -93273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -93276.718750 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -93276.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -93278.000000 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -93278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -93280.750000 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -93280.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -93283.906250 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -93283.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -93287.078125 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -93287.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -93288.804688 Penalty: 640.049072
	Iteration 21Q: 3 clusters Score -93288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -93289.562500 Penalty: 640.049072
	Iteration 22Q: 3 clusters Score -93289.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93291.320312 Penalty: 640.049072
	Iteration 23Q: 3 clusters Score -93291.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -93293.179688 Penalty: 640.049072
	Iteration 24Q: 3 clusters Score -93293.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -93294.664062 Penalty: 640.049072
	Iteration 25Q: 3 clusters Score -93294.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -93299.742188 Penalty: 640.049072
	Iteration 26Q: 3 clusters Score -93299.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -93304.750000 Penalty: 640.049072
	Iteration 27Q: 3 clusters Score -93304.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -93307.765625 Penalty: 640.049072
	Iteration 28Q: 3 clusters Score -93307.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -93311.484375 Penalty: 640.049072
	Iteration 29Q: 3 clusters Score -93311.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -93315.257812 Penalty: 640.049072
	Iteration 30Q: 3 clusters Score -93315.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -93318.156250 Penalty: 640.049072
	Iteration 31Q: 3 clusters Score -93318.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -93324.703125 Penalty: 640.049072
	Iteration 32Q: 3 clusters Score -93324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -93327.460938 Penalty: 640.049072
	Iteration 33Q: 3 clusters Score -93327.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -93334.328125 Penalty: 640.049072
	Iteration 34Q: 3 clusters Score -93334.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -93337.218750 Penalty: 640.049072
	Iteration 35Q: 3 clusters Score -93337.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -93339.265625 Penalty: 640.049072
	Iteration 36Q: 3 clusters Score -93339.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -93339.265625 Penalty: 640.049072
	Iteration 37F: 3 clusters Score -93339.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -43667.183594 Penalty: 295.189636
	Iteration 0F: 2 clusters Score -43667.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -43097.074219 Penalty: 590.379272
	Iteration 0F: 3 clusters Score -43097.07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43312.402344 Penalty: 590.379272
	Iteration 1F: 3 clusters Score -43312.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43371.566406 Penalty: 590.379272
	Iteration 2F: 3 clusters Score -43371.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43421.578125 Penalty: 590.379272
	Iteration 3F: 3 clusters Score -43421.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43472.640625 Penalty: 590.379272
	Iteration 4F: 3 clusters Score -43472.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43498.929688 Penalty: 590.379272
	Iteration 5Q: 3 clusters Score -43498.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43527.980469 Penalty: 590.379272
	Iteration 6Q: 3 clusters Score -43527.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43539.046875 Penalty: 590.379272
	Iteration 7Q: 3 clusters Score -43539.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43546.363281 Penalty: 590.379272
	Iteration 8Q: 3 clusters Score -43546.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43548.589844 Penalty: 590.379272
	Iteration 9Q: 3 clusters Score -43548.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43549.742188 Penalty: 590.379272
	Iteration 10Q: 3 clusters Score -43549.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43550.792969 Penalty: 590.379272
	Iteration 11Q: 3 clusters Score -43550.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43551.265625 Penalty: 590.379272
	Iteration 12Q: 3 clusters Score -43551.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43551.437500 Penalty: 590.379272
	Iteration 13Q: 3 clusters Score -43551.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43551.437500 Penalty: 590.379272
	Iteration 14F: 3 clusters Score -43551.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 110 members 
Entering Unmasked Estep 
Score: -16737.515625 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16737.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16807.570312 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16807.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16824.158203 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16824.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -16836.435547 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16836.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -16841.746094 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16841.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16843.388672 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16843.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16843.388672 Penalty: 500.985168
	Iteration 6F: 3 clusters Score -16843.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Entering Unmasked Estep 
Score: -999465.875000 Penalty: 432.131592
	Iteration 0F: 2 clusters Score -999465.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -990627.250000 Penalty: 864.263184
	Iteration 0F: 3 clusters Score -990627.2 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -994715.000000 Penalty: 864.263184
	Iteration 1F: 3 clusters Score -994715 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -995378.875000 Penalty: 864.263184
	Iteration 2F: 3 clusters Score -995378.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -996174.062500 Penalty: 864.263184
	Iteration 3F: 3 clusters Score -996174.1 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -997032.000000 Penalty: 864.263184
	Iteration 4F: 3 clusters Score -997032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -997692.312500 Penalty: 864.263184
	Iteration 5F: 3 clusters Score -997692.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -998108.937500 Penalty: 864.263184
	Iteration 6Q: 3 clusters Score -998108.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -998367.125000 Penalty: 864.263184
	Iteration 7Q: 3 clusters Score -998367.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -998520.937500 Penalty: 864.263184
	Iteration 8Q: 3 clusters Score -998520.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -998631.812500 Penalty: 864.263184
	Iteration 9Q: 3 clusters Score -998631.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -998718.750000 Penalty: 864.263184
	Iteration 10Q: 3 clusters Score -998718.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -998784.437500 Penalty: 864.263184
	Iteration 11Q: 3 clusters Score -998784.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -998847.812500 Penalty: 864.263184
	Iteration 12Q: 3 clusters Score -998847.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -998908.187500 Penalty: 864.263184
	Iteration 13Q: 3 clusters Score -998908.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -998952.875000 Penalty: 864.263184
	Iteration 14Q: 3 clusters Score -998952.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -998989.687500 Penalty: 864.263184
	Iteration 15Q: 3 clusters Score -998989.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -999021.625000 Penalty: 864.263184
	Iteration 16Q: 3 clusters Score -999021.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -999045.750000 Penalty: 864.263184
	Iteration 17Q: 3 clusters Score -999045.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -999071.000000 Penalty: 864.263184
	Iteration 18Q: 3 clusters Score -999071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -999084.500000 Penalty: 864.263184
	Iteration 19Q: 3 clusters Score -999084.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -999100.750000 Penalty: 864.263184
	Iteration 20F: 3 clusters Score -999100.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -999111.750000 Penalty: 864.263184
	Iteration 21Q: 3 clusters Score -999111.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -999118.875000 Penalty: 864.263184
	Iteration 22Q: 3 clusters Score -999118.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -999132.937500 Penalty: 864.263184
	Iteration 23Q: 3 clusters Score -999132.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -999143.875000 Penalty: 864.263184
	Iteration 24Q: 3 clusters Score -999143.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -999155.375000 Penalty: 864.263184
	Iteration 25Q: 3 clusters Score -999155.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -999165.375000 Penalty: 864.263184
	Iteration 26Q: 3 clusters Score -999165.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -999174.687500 Penalty: 864.263184
	Iteration 27Q: 3 clusters Score -999174.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -999184.875000 Penalty: 864.263184
	Iteration 28Q: 3 clusters Score -999184.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -999194.437500 Penalty: 864.263184
	Iteration 29Q: 3 clusters Score -999194.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -999201.250000 Penalty: 864.263184
	Iteration 30Q: 3 clusters Score -999201.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -999205.500000 Penalty: 864.263184
	Iteration 31Q: 3 clusters Score -999205.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -999211.625000 Penalty: 864.263184
	Iteration 32Q: 3 clusters Score -999211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -999213.812500 Penalty: 864.263184
	Iteration 33Q: 3 clusters Score -999213.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -999215.437500 Penalty: 864.263184
	Iteration 34Q: 3 clusters Score -999215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -999220.437500 Penalty: 864.263184
	Iteration 35Q: 3 clusters Score -999220.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -999222.375000 Penalty: 864.263184
	Iteration 36Q: 3 clusters Score -999222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -999225.187500 Penalty: 864.263184
	Iteration 37Q: 3 clusters Score -999225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -999228.500000 Penalty: 864.263184
	Iteration 38Q: 3 clusters Score -999228.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -999232.750000 Penalty: 864.263184
	Iteration 39Q: 3 clusters Score -999232.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -999235.875000 Penalty: 864.263184
	Iteration 40F: 3 clusters Score -999235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -999236.187500 Penalty: 864.263184
	Iteration 41Q: 3 clusters Score -999236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -999241.000000 Penalty: 864.263184
	Iteration 42Q: 3 clusters Score -999241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -999241.000000 Penalty: 864.263184
	Iteration 43Q: 3 clusters Score -999241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -999242.750000 Penalty: 864.263184
	Iteration 44Q: 3 clusters Score -999242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -999245.312500 Penalty: 864.263184
	Iteration 45Q: 3 clusters Score -999245.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -999247.500000 Penalty: 864.263184
	Iteration 46Q: 3 clusters Score -999247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -999249.000000 Penalty: 864.263184
	Iteration 47Q: 3 clusters Score -999249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -999249.312500 Penalty: 864.263184
	Iteration 48Q: 3 clusters Score -999249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -999251.062500 Penalty: 864.263184
	Iteration 49Q: 3 clusters Score -999251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -999251.937500 Penalty: 864.263184
	Iteration 50Q: 3 clusters Score -999251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -999255.125000 Penalty: 864.263184
	Iteration 51Q: 3 clusters Score -999255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -999256.750000 Penalty: 864.263184
	Iteration 52Q: 3 clusters Score -999256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -999260.312500 Penalty: 864.263184
	Iteration 53Q: 3 clusters Score -999260.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -999264.187500 Penalty: 864.263184
	Iteration 54Q: 3 clusters Score -999264.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -999264.125000 Penalty: 864.263184
	Iteration 55Q: 3 clusters Score -999264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -999263.937500 Penalty: 864.263184
	Iteration 56Q: 3 clusters Score -999263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -999267.375000 Penalty: 864.263184
	Iteration 57Q: 3 clusters Score -999267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -999268.500000 Penalty: 864.263184
	Iteration 58Q: 3 clusters Score -999268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -999267.812500 Penalty: 864.263184
	Iteration 59Q: 3 clusters Score -999267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -999267.000000 Penalty: 864.263184
	Iteration 60F: 3 clusters Score -999267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Entering Unmasked Estep 
Score: -212402.828125 Penalty: 362.035645
	Iteration 0F: 2 clusters Score -212402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -210424.171875 Penalty: 724.071289
	Iteration 0F: 3 clusters Score -210424.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -211077.078125 Penalty: 724.071289
	Iteration 1F: 3 clusters Score -211077.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -211134.000000 Penalty: 724.071289
	Iteration 2F: 3 clusters Score -211134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -211184.703125 Penalty: 724.071289
	Iteration 3F: 3 clusters Score -211184.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -211236.234375 Penalty: 724.071289
	Iteration 4Q: 3 clusters Score -211236.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -211290.171875 Penalty: 724.071289
	Iteration 5Q: 3 clusters Score -211290.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -211355.015625 Penalty: 724.071289
	Iteration 6Q: 3 clusters Score -211355 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -211437.859375 Penalty: 724.071289
	Iteration 7F: 3 clusters Score -211437.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -211544.781250 Penalty: 724.071289
	Iteration 8F: 3 clusters Score -211544.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -211678.625000 Penalty: 724.071289
	Iteration 9F: 3 clusters Score -211678.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -211835.343750 Penalty: 724.071289
	Iteration 10F: 3 clusters Score -211835.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -211950.171875 Penalty: 724.071289
	Iteration 11Q: 3 clusters Score -211950.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -212026.468750 Penalty: 724.071289
	Iteration 12Q: 3 clusters Score -212026.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -212078.937500 Penalty: 724.071289
	Iteration 13Q: 3 clusters Score -212078.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -212105.859375 Penalty: 724.071289
	Iteration 14Q: 3 clusters Score -212105.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -212120.656250 Penalty: 724.071289
	Iteration 15Q: 3 clusters Score -212120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -212124.640625 Penalty: 724.071289
	Iteration 16Q: 3 clusters Score -212124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -212132.890625 Penalty: 724.071289
	Iteration 17Q: 3 clusters Score -212132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -212138.828125 Penalty: 724.071289
	Iteration 18Q: 3 clusters Score -212138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -212141.656250 Penalty: 724.071289
	Iteration 19Q: 3 clusters Score -212141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -212141.656250 Penalty: 724.071289
	Iteration 20F: 3 clusters Score -212141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116753.429688 Penalty: 335.914978
	Iteration 0F: 2 clusters Score -116753.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -115572.093750 Penalty: 671.829956
	Iteration 0F: 3 clusters Score -115572.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -116085.664062 Penalty: 671.829956
	Iteration 1F: 3 clusters Score -116085.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -116237.898438 Penalty: 671.829956
	Iteration 2F: 3 clusters Score -116237.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -116336.125000 Penalty: 671.829956
	Iteration 3F: 3 clusters Score -116336.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -116405.914062 Penalty: 671.829956
	Iteration 4F: 3 clusters Score -116405.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -116448.468750 Penalty: 671.829956
	Iteration 5Q: 3 clusters Score -116448.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116465.296875 Penalty: 671.829956
	Iteration 6Q: 3 clusters Score -116465.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -116477.539062 Penalty: 671.829956
	Iteration 7Q: 3 clusters Score -116477.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -116491.062500 Penalty: 671.829956
	Iteration 8Q: 3 clusters Score -116491.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -116499.515625 Penalty: 671.829956
	Iteration 9Q: 3 clusters Score -116499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -116506.101562 Penalty: 671.829956
	Iteration 10Q: 3 clusters Score -116506.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -116516.671875 Penalty: 671.829956
	Iteration 11Q: 3 clusters Score -116516.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -116523.867188 Penalty: 671.829956
	Iteration 12Q: 3 clusters Score -116523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -116527.867188 Penalty: 671.829956
	Iteration 13Q: 3 clusters Score -116527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -116528.687500 Penalty: 671.829956
	Iteration 14Q: 3 clusters Score -116528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -116530.445312 Penalty: 671.829956
	Iteration 15Q: 3 clusters Score -116530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -116531.000000 Penalty: 671.829956
	Iteration 16Q: 3 clusters Score -116531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -116532.460938 Penalty: 671.829956
	Iteration 17Q: 3 clusters Score -116532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -116532.843750 Penalty: 671.829956
	Iteration 18Q: 3 clusters Score -116532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -116533.218750 Penalty: 671.829956
	Iteration 19Q: 3 clusters Score -116533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -116534.093750 Penalty: 671.829956
	Iteration 20F: 3 clusters Score -116534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -116534.765625 Penalty: 671.829956
	Iteration 21Q: 3 clusters Score -116534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -116534.882812 Penalty: 671.829956
	Iteration 22Q: 3 clusters Score -116534.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -116534.882812 Penalty: 671.829956
	Iteration 23F: 3 clusters Score -116534.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -57417.386719 Penalty: 307.281433
	Iteration 0F: 2 clusters Score -57417.39 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 465 members 
Entering Unmasked Estep 
Score: -56707.277344 Penalty: 614.562866
	Iteration 0F: 3 clusters Score -56707.28 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -56926.605469 Penalty: 614.562866
	Iteration 1F: 3 clusters Score -56926.61 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -56992.843750 Penalty: 614.562866
	Iteration 2F: 3 clusters Score -56992.84 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57041.687500 Penalty: 614.562866
	Iteration 3F: 3 clusters Score -57041.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -57086.378906 Penalty: 614.562866
	Iteration 4Q: 3 clusters Score -57086.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -57107.070312 Penalty: 614.562866
	Iteration 5Q: 3 clusters Score -57107.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -57141.140625 Penalty: 614.562866
	Iteration 6Q: 3 clusters Score -57141.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -57158.039062 Penalty: 614.562866
	Iteration 7Q: 3 clusters Score -57158.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -57178.679688 Penalty: 614.562866
	Iteration 8Q: 3 clusters Score -57178.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -57196.378906 Penalty: 614.562866
	Iteration 9Q: 3 clusters Score -57196.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -57208.742188 Penalty: 614.562866
	Iteration 10Q: 3 clusters Score -57208.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57219.507812 Penalty: 614.562866
	Iteration 11Q: 3 clusters Score -57219.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -57232.582031 Penalty: 614.562866
	Iteration 12Q: 3 clusters Score -57232.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -57246.121094 Penalty: 614.562866
	Iteration 13Q: 3 clusters Score -57246.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -57258.437500 Penalty: 614.562866
	Iteration 14Q: 3 clusters Score -57258.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -57275.699219 Penalty: 614.562866
	Iteration 15Q: 3 clusters Score -57275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -57292.203125 Penalty: 614.562866
	Iteration 16Q: 3 clusters Score -57292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57298.148438 Penalty: 614.562866
	Iteration 17Q: 3 clusters Score -57298.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -57301.468750 Penalty: 614.562866
	Iteration 18Q: 3 clusters Score -57301.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -57302.105469 Penalty: 614.562866
	Iteration 19Q: 3 clusters Score -57302.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -57303.000000 Penalty: 614.562866
	Iteration 20F: 3 clusters Score -57303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -57304.820312 Penalty: 614.562866
	Iteration 21Q: 3 clusters Score -57304.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -57306.175781 Penalty: 614.562866
	Iteration 22Q: 3 clusters Score -57306.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -57306.792969 Penalty: 614.562866
	Iteration 23Q: 3 clusters Score -57306.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -57307.261719 Penalty: 614.562866
	Iteration 24Q: 3 clusters Score -57307.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57308.058594 Penalty: 614.562866
	Iteration 25Q: 3 clusters Score -57308.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57308.058594 Penalty: 614.562866
	Iteration 26F: 3 clusters Score -57308.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Entering Unmasked Estep 
Score: -1822205.250000 Penalty: 457.084442
	Iteration 0F: 2 clusters Score -1822205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1807046.375000 Penalty: 914.168884
	Iteration 0F: 3 clusters Score -1807046 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1813275.750000 Penalty: 914.168884
	Iteration 1F: 3 clusters Score -1813276 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1813660.875000 Penalty: 914.168884
	Iteration 2Q: 3 clusters Score -1813661 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1814252.000000 Penalty: 914.168884
	Iteration 3F: 3 clusters Score -1814252 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1815189.750000 Penalty: 914.168884
	Iteration 4F: 3 clusters Score -1815190 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1816514.375000 Penalty: 914.168884
	Iteration 5F: 3 clusters Score -1816514 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1817923.000000 Penalty: 914.168884
	Iteration 6F: 3 clusters Score -1817923 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1819054.875000 Penalty: 914.168884
	Iteration 7F: 3 clusters Score -1819055 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1819713.750000 Penalty: 914.168884
	Iteration 8Q: 3 clusters Score -1819714 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1820214.250000 Penalty: 914.168884
	Iteration 9Q: 3 clusters Score -1820214 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1820577.125000 Penalty: 914.168884
	Iteration 10Q: 3 clusters Score -1820577 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1820850.750000 Penalty: 914.168884
	Iteration 11Q: 3 clusters Score -1820851 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1821052.250000 Penalty: 914.168884
	Iteration 12Q: 3 clusters Score -1821052 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1821175.250000 Penalty: 914.168884
	Iteration 13Q: 3 clusters Score -1821175 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1821265.750000 Penalty: 914.168884
	Iteration 14Q: 3 clusters Score -1821266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1821333.625000 Penalty: 914.168884
	Iteration 15Q: 3 clusters Score -1821334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1821388.750000 Penalty: 914.168884
	Iteration 16Q: 3 clusters Score -1821389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1821410.625000 Penalty: 914.168884
	Iteration 17Q: 3 clusters Score -1821411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1821439.500000 Penalty: 914.168884
	Iteration 18Q: 3 clusters Score -1821440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1821454.500000 Penalty: 914.168884
	Iteration 19Q: 3 clusters Score -1821454 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1821478.500000 Penalty: 914.168884
	Iteration 20F: 3 clusters Score -1821478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1821505.875000 Penalty: 914.168884
	Iteration 21Q: 3 clusters Score -1821506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1821521.500000 Penalty: 914.168884
	Iteration 22Q: 3 clusters Score -1821522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1821535.500000 Penalty: 914.168884
	Iteration 23Q: 3 clusters Score -1821536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1821546.625000 Penalty: 914.168884
	Iteration 24Q: 3 clusters Score -1821547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1821554.875000 Penalty: 914.168884
	Iteration 25Q: 3 clusters Score -1821555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1821560.875000 Penalty: 914.168884
	Iteration 26Q: 3 clusters Score -1821561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1821567.750000 Penalty: 914.168884
	Iteration 27Q: 3 clusters Score -1821568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1821572.750000 Penalty: 914.168884
	Iteration 28Q: 3 clusters Score -1821573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1821575.750000 Penalty: 914.168884
	Iteration 29Q: 3 clusters Score -1821576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1821587.125000 Penalty: 914.168884
	Iteration 30Q: 3 clusters Score -1821587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1821596.875000 Penalty: 914.168884
	Iteration 31Q: 3 clusters Score -1821597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1821605.375000 Penalty: 914.168884
	Iteration 32Q: 3 clusters Score -1821605 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1821614.125000 Penalty: 914.168884
	Iteration 33Q: 3 clusters Score -1821614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1821612.875000 Penalty: 914.168884
	Iteration 34Q: 3 clusters Score -1821613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1821620.125000 Penalty: 914.168884
	Iteration 35Q: 3 clusters Score -1821620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1821623.875000 Penalty: 914.168884
	Iteration 36Q: 3 clusters Score -1821624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1821627.000000 Penalty: 914.168884
	Iteration 37Q: 3 clusters Score -1821627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1821630.125000 Penalty: 914.168884
	Iteration 38Q: 3 clusters Score -1821630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1821639.250000 Penalty: 914.168884
	Iteration 39Q: 3 clusters Score -1821639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1821648.625000 Penalty: 914.168884
	Iteration 40F: 3 clusters Score -1821649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1821647.250000 Penalty: 914.168884
	Iteration 41Q: 3 clusters Score -1821647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1821650.625000 Penalty: 914.168884
	Iteration 42Q: 3 clusters Score -1821651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1821658.500000 Penalty: 914.168884
	Iteration 43Q: 3 clusters Score -1821658 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1821659.500000 Penalty: 914.168884
	Iteration 44Q: 3 clusters Score -1821660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1821664.375000 Penalty: 914.168884
	Iteration 45Q: 3 clusters Score -1821664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1821662.625000 Penalty: 914.168884
	Iteration 46Q: 3 clusters Score -1821663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1821667.250000 Penalty: 914.168884
	Iteration 47Q: 3 clusters Score -1821667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1821673.500000 Penalty: 914.168884
	Iteration 48Q: 3 clusters Score -1821674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1821671.000000 Penalty: 914.168884
	Iteration 49Q: 3 clusters Score -1821671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1821674.875000 Penalty: 914.168884
	Iteration 50Q: 3 clusters Score -1821675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1821677.125000 Penalty: 914.168884
	Iteration 51Q: 3 clusters Score -1821677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1821681.875000 Penalty: 914.168884
	Iteration 52Q: 3 clusters Score -1821682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1821685.250000 Penalty: 914.168884
	Iteration 53Q: 3 clusters Score -1821685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1821686.875000 Penalty: 914.168884
	Iteration 54Q: 3 clusters Score -1821687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1821689.125000 Penalty: 914.168884
	Iteration 55Q: 3 clusters Score -1821689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1821689.250000 Penalty: 914.168884
	Iteration 56Q: 3 clusters Score -1821689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1821687.500000 Penalty: 914.168884
	Iteration 57Q: 3 clusters Score -1821688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1821686.625000 Penalty: 914.168884
	Iteration 58Q: 3 clusters Score -1821687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1821686.750000 Penalty: 914.168884
	Iteration 59Q: 3 clusters Score -1821687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1821688.000000 Penalty: 914.168884
	Iteration 60F: 3 clusters Score -1821688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1821689.500000 Penalty: 914.168884
	Iteration 61Q: 3 clusters Score -1821690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1821688.125000 Penalty: 914.168884
	Iteration 62Q: 3 clusters Score -1821688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1821690.375000 Penalty: 914.168884
	Iteration 63Q: 3 clusters Score -1821690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1821689.750000 Penalty: 914.168884
	Iteration 64Q: 3 clusters Score -1821690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1821686.000000 Penalty: 914.168884
	Iteration 65Q: 3 clusters Score -1821686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1821685.875000 Penalty: 914.168884
	Iteration 66Q: 3 clusters Score -1821686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1821683.625000 Penalty: 914.168884
	Iteration 67Q: 3 clusters Score -1821684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1821689.500000 Penalty: 914.168884
	Iteration 68Q: 3 clusters Score -1821690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1821688.875000 Penalty: 914.168884
	Iteration 69Q: 3 clusters Score -1821689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1821688.250000 Penalty: 914.168884
	Iteration 70Q: 3 clusters Score -1821688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1821690.625000 Penalty: 914.168884
	Iteration 71Q: 3 clusters Score -1821691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1821686.125000 Penalty: 914.168884
	Iteration 72Q: 3 clusters Score -1821686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1821686.750000 Penalty: 914.168884
	Iteration 73Q: 3 clusters Score -1821687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1821687.500000 Penalty: 914.168884
	Iteration 74Q: 3 clusters Score -1821688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1821688.750000 Penalty: 914.168884
	Iteration 75Q: 3 clusters Score -1821689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1821688.750000 Penalty: 914.168884
	Iteration 76F: 3 clusters Score -1821689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -570980.562500 Penalty: 403.152710
	Iteration 0F: 2 clusters Score -570980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -566281.312500 Penalty: 806.305420
	Iteration 0F: 3 clusters Score -566281.3 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -567999.687500 Penalty: 806.305420
	Iteration 1F: 3 clusters Score -567999.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -568114.312500 Penalty: 806.305420
	Iteration 2Q: 3 clusters Score -568114.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -568238.625000 Penalty: 806.305420
	Iteration 3Q: 3 clusters Score -568238.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -568368.812500 Penalty: 806.305420
	Iteration 4Q: 3 clusters Score -568368.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -568536.875000 Penalty: 806.305420
	Iteration 5Q: 3 clusters Score -568536.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -568779.937500 Penalty: 806.305420
	Iteration 6F: 3 clusters Score -568779.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -569072.312500 Penalty: 806.305420
	Iteration 7F: 3 clusters Score -569072.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -569396.000000 Penalty: 806.305420
	Iteration 8F: 3 clusters Score -569396 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -569687.062500 Penalty: 806.305420
	Iteration 9F: 3 clusters Score -569687.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -569895.437500 Penalty: 806.305420
	Iteration 10Q: 3 clusters Score -569895.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -570061.312500 Penalty: 806.305420
	Iteration 11Q: 3 clusters Score -570061.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -570206.562500 Penalty: 806.305420
	Iteration 12Q: 3 clusters Score -570206.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -570313.062500 Penalty: 806.305420
	Iteration 13Q: 3 clusters Score -570313.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -570399.375000 Penalty: 806.305420
	Iteration 14Q: 3 clusters Score -570399.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -570465.875000 Penalty: 806.305420
	Iteration 15Q: 3 clusters Score -570465.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -570520.562500 Penalty: 806.305420
	Iteration 16Q: 3 clusters Score -570520.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -570552.562500 Penalty: 806.305420
	Iteration 17Q: 3 clusters Score -570552.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -570574.375000 Penalty: 806.305420
	Iteration 18Q: 3 clusters Score -570574.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -570591.812500 Penalty: 806.305420
	Iteration 19Q: 3 clusters Score -570591.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -570611.812500 Penalty: 806.305420
	Iteration 20F: 3 clusters Score -570611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -570620.937500 Penalty: 806.305420
	Iteration 21Q: 3 clusters Score -570620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -570625.500000 Penalty: 806.305420
	Iteration 22Q: 3 clusters Score -570625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -570629.250000 Penalty: 806.305420
	Iteration 23Q: 3 clusters Score -570629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -570634.187500 Penalty: 806.305420
	Iteration 24Q: 3 clusters Score -570634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -570640.437500 Penalty: 806.305420
	Iteration 25Q: 3 clusters Score -570640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -570644.187500 Penalty: 806.305420
	Iteration 26Q: 3 clusters Score -570644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -570646.312500 Penalty: 806.305420
	Iteration 27Q: 3 clusters Score -570646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -570649.125000 Penalty: 806.305420
	Iteration 28Q: 3 clusters Score -570649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -570649.187500 Penalty: 806.305420
	Iteration 29Q: 3 clusters Score -570649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -570649.187500 Penalty: 806.305420
	Iteration 30F: 3 clusters Score -570649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -68401.835938 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -68401.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67670.007812 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -67670.01 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67865.882812 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -67865.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -67899.554688 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -67899.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -67924.398438 Penalty: 618.307373
	Iteration 3Q: 3 clusters Score -67924.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67951.820312 Penalty: 618.307373
	Iteration 4Q: 3 clusters Score -67951.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67970.687500 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -67970.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -67991.148438 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -67991.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68017.351562 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -68017.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68045.757812 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -68045.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -68072.210938 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -68072.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -68097.921875 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -68097.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -68125.539062 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -68125.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -68149.734375 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -68149.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -68167.687500 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -68167.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68179.140625 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -68179.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68186.570312 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -68186.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68192.750000 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -68192.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68196.429688 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -68196.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -68197.867188 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -68197.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68198.054688 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -68198.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -68198.054688 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -68198.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9439.470703 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9439.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9204.506836 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -9204.507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9286.599609 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -9286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9334.099609 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -9334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9352.762695 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -9352.763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9356.164062 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -9356.164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9356.164062 Penalty: 466.820770
	Iteration 5F: 3 clusters Score -9356.164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (34650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Entering Unmasked Estep 
Score: -2697010.000000 Penalty: 475.613922
	Iteration 0F: 2 clusters Score -2697010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2674378.250000 Penalty: 951.227844
	Iteration 0F: 3 clusters Score -2674378 nChanged 16584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2684216.000000 Penalty: 951.227844
	Iteration 1F: 3 clusters Score -2684216 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2684870.500000 Penalty: 951.227844
	Iteration 2Q: 3 clusters Score -2684870 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2685732.500000 Penalty: 951.227844
	Iteration 3F: 3 clusters Score -2685732 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2687076.000000 Penalty: 951.227844
	Iteration 4F: 3 clusters Score -2687076 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2689007.000000 Penalty: 951.227844
	Iteration 5F: 3 clusters Score -2689007 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2691084.500000 Penalty: 951.227844
	Iteration 6F: 3 clusters Score -2691084 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2692423.750000 Penalty: 951.227844
	Iteration 7F: 3 clusters Score -2692424 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2693136.500000 Penalty: 951.227844
	Iteration 8Q: 3 clusters Score -2693136 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2693595.000000 Penalty: 951.227844
	Iteration 9Q: 3 clusters Score -2693595 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2694001.750000 Penalty: 951.227844
	Iteration 10Q: 3 clusters Score -2694002 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2694418.250000 Penalty: 951.227844
	Iteration 11Q: 3 clusters Score -2694418 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2694762.250000 Penalty: 951.227844
	Iteration 12Q: 3 clusters Score -2694762 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2695077.250000 Penalty: 951.227844
	Iteration 13Q: 3 clusters Score -2695077 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2695371.750000 Penalty: 951.227844
	Iteration 14Q: 3 clusters Score -2695372 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2695634.750000 Penalty: 951.227844
	Iteration 15Q: 3 clusters Score -2695635 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2695814.000000 Penalty: 951.227844
	Iteration 16Q: 3 clusters Score -2695814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2695958.500000 Penalty: 951.227844
	Iteration 17Q: 3 clusters Score -2695958 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2696064.750000 Penalty: 951.227844
	Iteration 18Q: 3 clusters Score -2696065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2696144.250000 Penalty: 951.227844
	Iteration 19Q: 3 clusters Score -2696144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2696222.000000 Penalty: 951.227844
	Iteration 20F: 3 clusters Score -2696222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2696277.750000 Penalty: 951.227844
	Iteration 21Q: 3 clusters Score -2696278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2696323.250000 Penalty: 951.227844
	Iteration 22Q: 3 clusters Score -2696323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2696377.250000 Penalty: 951.227844
	Iteration 23Q: 3 clusters Score -2696377 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2696421.250000 Penalty: 951.227844
	Iteration 24Q: 3 clusters Score -2696421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2696441.250000 Penalty: 951.227844
	Iteration 25Q: 3 clusters Score -2696441 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2696478.750000 Penalty: 951.227844
	Iteration 26Q: 3 clusters Score -2696479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2696495.000000 Penalty: 951.227844
	Iteration 27Q: 3 clusters Score -2696495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2696509.500000 Penalty: 951.227844
	Iteration 28Q: 3 clusters Score -2696510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2696512.750000 Penalty: 951.227844
	Iteration 29Q: 3 clusters Score -2696513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2696525.500000 Penalty: 951.227844
	Iteration 30Q: 3 clusters Score -2696526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2696533.500000 Penalty: 951.227844
	Iteration 31Q: 3 clusters Score -2696534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2696539.000000 Penalty: 951.227844
	Iteration 32Q: 3 clusters Score -2696539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2696541.000000 Penalty: 951.227844
	Iteration 33Q: 3 clusters Score -2696541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2696543.500000 Penalty: 951.227844
	Iteration 34Q: 3 clusters Score -2696544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2696547.500000 Penalty: 951.227844
	Iteration 35Q: 3 clusters Score -2696548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2696547.750000 Penalty: 951.227844
	Iteration 36Q: 3 clusters Score -2696548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2696549.500000 Penalty: 951.227844
	Iteration 37Q: 3 clusters Score -2696550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2696551.500000 Penalty: 951.227844
	Iteration 38Q: 3 clusters Score -2696552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2696551.750000 Penalty: 951.227844
	Iteration 39Q: 3 clusters Score -2696552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2696553.000000 Penalty: 951.227844
	Iteration 40F: 3 clusters Score -2696553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2696556.000000 Penalty: 951.227844
	Iteration 41Q: 3 clusters Score -2696556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2696558.000000 Penalty: 951.227844
	Iteration 42Q: 3 clusters Score -2696558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2696555.000000 Penalty: 951.227844
	Iteration 43Q: 3 clusters Score -2696555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2696565.750000 Penalty: 951.227844
	Iteration 44Q: 3 clusters Score -2696566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2696564.750000 Penalty: 951.227844
	Iteration 45Q: 3 clusters Score -2696565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2696565.750000 Penalty: 951.227844
	Iteration 46Q: 3 clusters Score -2696566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2696571.000000 Penalty: 951.227844
	Iteration 47Q: 3 clusters Score -2696571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2696571.000000 Penalty: 951.227844
	Iteration 48Q: 3 clusters Score -2696571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2696573.000000 Penalty: 951.227844
	Iteration 49Q: 3 clusters Score -2696573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2696573.000000 Penalty: 951.227844
	Iteration 50F: 3 clusters Score -2696573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -12187.392578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -12187.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11770.413086 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -11770.41 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11907.048828 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -11907.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -11956.123047 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -11956.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -11986.490234 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -11986.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12003.116211 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -12003.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -12018.368164 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -12018.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12032.287109 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -12032.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12045.391602 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -12045.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -12057.401367 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -12057.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12061.342773 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -12061.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12062.086914 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -12062.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12063.925781 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -12063.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12064.416016 Penalty: 541.271179
	Iteration 12Q: 3 clusters Score -12064.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12065.310547 Penalty: 541.271179
	Iteration 13Q: 3 clusters Score -12065.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12065.466797 Penalty: 541.271179
	Iteration 14Q: 3 clusters Score -12065.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12065.466797 Penalty: 541.271179
	Iteration 15F: 3 clusters Score -12065.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Entering Unmasked Estep 
Score: -1428041.375000 Penalty: 445.804688
	Iteration 0F: 2 clusters Score -1428041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1416067.750000 Penalty: 891.609375
	Iteration 0F: 3 clusters Score -1416068 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1420838.625000 Penalty: 891.609375
	Iteration 1F: 3 clusters Score -1420839 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1421069.000000 Penalty: 891.609375
	Iteration 2Q: 3 clusters Score -1421069 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1421460.875000 Penalty: 891.609375
	Iteration 3F: 3 clusters Score -1421461 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1422105.500000 Penalty: 891.609375
	Iteration 4F: 3 clusters Score -1422106 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1423170.750000 Penalty: 891.609375
	Iteration 5F: 3 clusters Score -1423171 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1424670.500000 Penalty: 891.609375
	Iteration 6F: 3 clusters Score -1424670 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1426186.250000 Penalty: 891.609375
	Iteration 7F: 3 clusters Score -1426186 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -1427159.250000 Penalty: 891.609375
	Iteration 8Q: 3 clusters Score -1427159 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -1427504.750000 Penalty: 891.609375
	Iteration 9Q: 3 clusters Score -1427505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1427608.000000 Penalty: 891.609375
	Iteration 10Q: 3 clusters Score -1427608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1427645.750000 Penalty: 891.609375
	Iteration 11Q: 3 clusters Score -1427646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1427649.250000 Penalty: 891.609375
	Iteration 12Q: 3 clusters Score -1427649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1427658.250000 Penalty: 891.609375
	Iteration 13Q: 3 clusters Score -1427658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1427658.500000 Penalty: 891.609375
	Iteration 14Q: 3 clusters Score -1427658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1427663.750000 Penalty: 891.609375
	Iteration 15Q: 3 clusters Score -1427664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1427667.500000 Penalty: 891.609375
	Iteration 16Q: 3 clusters Score -1427668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1427667.500000 Penalty: 891.609375
	Iteration 17F: 3 clusters Score -1427668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Entering Unmasked Estep 
Score: -1754679.375000 Penalty: 453.801819
	Iteration 0F: 2 clusters Score -1754679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1740647.625000 Penalty: 907.603638
	Iteration 0F: 3 clusters Score -1740648 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1746715.375000 Penalty: 907.603638
	Iteration 1F: 3 clusters Score -1746715 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1747269.625000 Penalty: 907.603638
	Iteration 2F: 3 clusters Score -1747270 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1748105.750000 Penalty: 907.603638
	Iteration 3F: 3 clusters Score -1748106 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1749329.500000 Penalty: 907.603638
	Iteration 4F: 3 clusters Score -1749330 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1750675.125000 Penalty: 907.603638
	Iteration 5F: 3 clusters Score -1750675 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1751533.000000 Penalty: 907.603638
	Iteration 6F: 3 clusters Score -1751533 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1751860.000000 Penalty: 907.603638
	Iteration 7Q: 3 clusters Score -1751860 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1752035.125000 Penalty: 907.603638
	Iteration 8Q: 3 clusters Score -1752035 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1752203.125000 Penalty: 907.603638
	Iteration 9Q: 3 clusters Score -1752203 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1752387.625000 Penalty: 907.603638
	Iteration 10Q: 3 clusters Score -1752388 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1752568.250000 Penalty: 907.603638
	Iteration 11Q: 3 clusters Score -1752568 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1752744.500000 Penalty: 907.603638
	Iteration 12Q: 3 clusters Score -1752744 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1752902.375000 Penalty: 907.603638
	Iteration 13Q: 3 clusters Score -1752902 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1753038.625000 Penalty: 907.603638
	Iteration 14Q: 3 clusters Score -1753039 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1753181.500000 Penalty: 907.603638
	Iteration 15Q: 3 clusters Score -1753182 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1753303.375000 Penalty: 907.603638
	Iteration 16Q: 3 clusters Score -1753303 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1753413.000000 Penalty: 907.603638
	Iteration 17Q: 3 clusters Score -1753413 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1753478.375000 Penalty: 907.603638
	Iteration 18Q: 3 clusters Score -1753478 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1753554.125000 Penalty: 907.603638
	Iteration 19Q: 3 clusters Score -1753554 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1753586.000000 Penalty: 907.603638
	Iteration 20F: 3 clusters Score -1753586 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1753626.625000 Penalty: 907.603638
	Iteration 21Q: 3 clusters Score -1753627 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1753647.375000 Penalty: 907.603638
	Iteration 22Q: 3 clusters Score -1753647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1753668.250000 Penalty: 907.603638
	Iteration 23Q: 3 clusters Score -1753668 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1753666.000000 Penalty: 907.603638
	Iteration 24Q: 3 clusters Score -1753666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1753672.125000 Penalty: 907.603638
	Iteration 25Q: 3 clusters Score -1753672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1753681.000000 Penalty: 907.603638
	Iteration 26Q: 3 clusters Score -1753681 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1753687.000000 Penalty: 907.603638
	Iteration 27Q: 3 clusters Score -1753687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1753683.375000 Penalty: 907.603638
	Iteration 28Q: 3 clusters Score -1753683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1753682.125000 Penalty: 907.603638
	Iteration 29Q: 3 clusters Score -1753682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1753682.875000 Penalty: 907.603638
	Iteration 30Q: 3 clusters Score -1753683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1753685.000000 Penalty: 907.603638
	Iteration 31Q: 3 clusters Score -1753685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1753682.250000 Penalty: 907.603638
	Iteration 32Q: 3 clusters Score -1753682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1753683.750000 Penalty: 907.603638
	Iteration 33Q: 3 clusters Score -1753684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1753684.125000 Penalty: 907.603638
	Iteration 34Q: 3 clusters Score -1753684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1753685.625000 Penalty: 907.603638
	Iteration 35Q: 3 clusters Score -1753686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1753682.500000 Penalty: 907.603638
	Iteration 36Q: 3 clusters Score -1753682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1753678.625000 Penalty: 907.603638
	Iteration 37Q: 3 clusters Score -1753679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1753679.500000 Penalty: 907.603638
	Iteration 38Q: 3 clusters Score -1753680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1753682.000000 Penalty: 907.603638
	Iteration 39Q: 3 clusters Score -1753682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1753678.625000 Penalty: 907.603638
	Iteration 40F: 3 clusters Score -1753679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1753677.250000 Penalty: 907.603638
	Iteration 41Q: 3 clusters Score -1753677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1753675.500000 Penalty: 907.603638
	Iteration 42Q: 3 clusters Score -1753676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1753677.250000 Penalty: 907.603638
	Iteration 43Q: 3 clusters Score -1753677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1753677.000000 Penalty: 907.603638
	Iteration 44Q: 3 clusters Score -1753677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1753678.000000 Penalty: 907.603638
	Iteration 45Q: 3 clusters Score -1753678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1753675.625000 Penalty: 907.603638
	Iteration 46Q: 3 clusters Score -1753676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1753674.500000 Penalty: 907.603638
	Iteration 47Q: 3 clusters Score -1753674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1753676.750000 Penalty: 907.603638
	Iteration 48Q: 3 clusters Score -1753677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1753677.000000 Penalty: 907.603638
	Iteration 49Q: 3 clusters Score -1753677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1753677.625000 Penalty: 907.603638
	Iteration 50Q: 3 clusters Score -1753678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1753678.125000 Penalty: 907.603638
	Iteration 51Q: 3 clusters Score -1753678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1753678.125000 Penalty: 907.603638
	Iteration 52F: 3 clusters Score -1753678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -31930.929688 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -31930.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -31429.808594 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -31429.81 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31599.876953 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -31599.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -31637.535156 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -31637.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31658.794922 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -31658.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31670.433594 Penalty: 575.189941
	Iteration 4Q: 3 clusters Score -31670.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -31677.919922 Penalty: 575.189941
	Iteration 5Q: 3 clusters Score -31677.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31684.470703 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -31684.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -31694.261719 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -31694.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31705.974609 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -31705.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31713.244141 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -31713.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31714.792969 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -31714.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31716.888672 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -31716.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31716.888672 Penalty: 575.189941
	Iteration 12F: 3 clusters Score -31716.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -13318.079102 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13318.08 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 128 members 
Entering Unmasked Estep 
Score: -13006.661133 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13006.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13126.000000 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13155.843750 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13155.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13178.194336 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13178.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13182.003906 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13183.599609 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13183.599609 Penalty: 509.118713
	Iteration 6F: 3 clusters Score -13183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7729.241699 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7729.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7503.983398 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7503.983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7562.346680 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7562.347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7578.081055 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7578.081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7579.832031 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7579.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7580.118652 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7580.119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7580.118652 Penalty: 445.703430
	Iteration 5F: 3 clusters Score -7580.119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -95438.218750 Penalty: 326.240448
	Iteration 0F: 2 clusters Score -95438.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94454.828125 Penalty: 652.480896
	Iteration 0F: 3 clusters Score -94454.83 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94759.601562 Penalty: 652.480896
	Iteration 1F: 3 clusters Score -94759.6 nChanged 132
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: -94851.523438 Penalty: 652.480896
	Iteration 2F: 3 clusters Score -94851.52 nChanged 79
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: -94898.523438 Penalty: 652.480896
	Iteration 3F: 3 clusters Score -94898.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -94930.414062 Penalty: 652.480896
	Iteration 4Q: 3 clusters Score -94930.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -94969.406250 Penalty: 652.480896
	Iteration 5Q: 3 clusters Score -94969.41 nChanged 49
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: -94993.718750 Penalty: 652.480896
	Iteration 6Q: 3 clusters Score -94993.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -95015.796875 Penalty: 652.480896
	Iteration 7Q: 3 clusters Score -95015.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -95038.687500 Penalty: 652.480896
	Iteration 8Q: 3 clusters Score -95038.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -95053.046875 Penalty: 652.480896
	Iteration 9Q: 3 clusters Score -95053.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -95065.539062 Penalty: 652.480896
	Iteration 10Q: 3 clusters Score -95065.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -95076.906250 Penalty: 652.480896
	Iteration 11Q: 3 clusters Score -95076.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -95090.625000 Penalty: 652.480896
	Iteration 12Q: 3 clusters Score -95090.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -95107.664062 Penalty: 652.480896
	Iteration 13Q: 3 clusters Score -95107.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -95131.226562 Penalty: 652.480896
	Iteration 14Q: 3 clusters Score -95131.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -95149.617188 Penalty: 652.480896
	Iteration 15Q: 3 clusters Score -95149.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -95160.031250 Penalty: 652.480896
	Iteration 16Q: 3 clusters Score -95160.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -95168.648438 Penalty: 652.480896
	Iteration 17Q: 3 clusters Score -95168.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -95178.140625 Penalty: 652.480896
	Iteration 18Q: 3 clusters Score -95178.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -95184.695312 Penalty: 652.480896
	Iteration 19Q: 3 clusters Score -95184.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -95187.703125 Penalty: 652.480896
	Iteration 20F: 3 clusters Score -95187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -95191.015625 Penalty: 652.480896
	Iteration 21Q: 3 clusters Score -95191.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -95192.070312 Penalty: 652.480896
	Iteration 22Q: 3 clusters Score -95192.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -95194.242188 Penalty: 652.480896
	Iteration 23Q: 3 clusters Score -95194.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -95198.109375 Penalty: 652.480896
	Iteration 24Q: 3 clusters Score -95198.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -95199.445312 Penalty: 652.480896
	Iteration 25Q: 3 clusters Score -95199.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -95200.070312 Penalty: 652.480896
	Iteration 26Q: 3 clusters Score -95200.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -95200.070312 Penalty: 652.480896
	Iteration 27F: 3 clusters Score -95200.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Entering Unmasked Estep 
Score: -309844.250000 Penalty: 381.622681
	Iteration 0F: 2 clusters Score -309844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -306890.406250 Penalty: 763.245361
	Iteration 0F: 3 clusters Score -306890.4 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -307968.218750 Penalty: 763.245361
	Iteration 1F: 3 clusters Score -307968.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -308118.218750 Penalty: 763.245361
	Iteration 2F: 3 clusters Score -308118.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -308286.656250 Penalty: 763.245361
	Iteration 3F: 3 clusters Score -308286.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -308481.812500 Penalty: 763.245361
	Iteration 4F: 3 clusters Score -308481.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -308630.468750 Penalty: 763.245361
	Iteration 5F: 3 clusters Score -308630.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -308738.000000 Penalty: 763.245361
	Iteration 6Q: 3 clusters Score -308738 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -308804.781250 Penalty: 763.245361
	Iteration 7Q: 3 clusters Score -308804.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -308854.437500 Penalty: 763.245361
	Iteration 8Q: 3 clusters Score -308854.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -308896.468750 Penalty: 763.245361
	Iteration 9Q: 3 clusters Score -308896.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -308929.687500 Penalty: 763.245361
	Iteration 10Q: 3 clusters Score -308929.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -308959.656250 Penalty: 763.245361
	Iteration 11Q: 3 clusters Score -308959.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -308986.125000 Penalty: 763.245361
	Iteration 12Q: 3 clusters Score -308986.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -309005.968750 Penalty: 763.245361
	Iteration 13Q: 3 clusters Score -309006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -309025.125000 Penalty: 763.245361
	Iteration 14Q: 3 clusters Score -309025.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -309046.625000 Penalty: 763.245361
	Iteration 15Q: 3 clusters Score -309046.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -309070.062500 Penalty: 763.245361
	Iteration 16Q: 3 clusters Score -309070.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -309100.781250 Penalty: 763.245361
	Iteration 17Q: 3 clusters Score -309100.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -309135.218750 Penalty: 763.245361
	Iteration 18Q: 3 clusters Score -309135.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -309163.687500 Penalty: 763.245361
	Iteration 19Q: 3 clusters Score -309163.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -309192.562500 Penalty: 763.245361
	Iteration 20F: 3 clusters Score -309192.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -309226.156250 Penalty: 763.245361
	Iteration 21Q: 3 clusters Score -309226.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -309260.625000 Penalty: 763.245361
	Iteration 22Q: 3 clusters Score -309260.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -309298.687500 Penalty: 763.245361
	Iteration 23Q: 3 clusters Score -309298.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -309344.468750 Penalty: 763.245361
	Iteration 24Q: 3 clusters Score -309344.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -309402.000000 Penalty: 763.245361
	Iteration 25Q: 3 clusters Score -309402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -309468.343750 Penalty: 763.245361
	Iteration 26Q: 3 clusters Score -309468.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -309533.625000 Penalty: 763.245361
	Iteration 27Q: 3 clusters Score -309533.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -309575.406250 Penalty: 763.245361
	Iteration 28Q: 3 clusters Score -309575.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -309605.281250 Penalty: 763.245361
	Iteration 29Q: 3 clusters Score -309605.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -309624.937500 Penalty: 763.245361
	Iteration 30Q: 3 clusters Score -309624.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -309641.437500 Penalty: 763.245361
	Iteration 31Q: 3 clusters Score -309641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -309660.656250 Penalty: 763.245361
	Iteration 32Q: 3 clusters Score -309660.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -309673.687500 Penalty: 763.245361
	Iteration 33Q: 3 clusters Score -309673.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -309683.906250 Penalty: 763.245361
	Iteration 34Q: 3 clusters Score -309683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -309690.406250 Penalty: 763.245361
	Iteration 35Q: 3 clusters Score -309690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -309692.625000 Penalty: 763.245361
	Iteration 36Q: 3 clusters Score -309692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -309694.093750 Penalty: 763.245361
	Iteration 37Q: 3 clusters Score -309694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -309697.250000 Penalty: 763.245361
	Iteration 38Q: 3 clusters Score -309697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -309698.656250 Penalty: 763.245361
	Iteration 39Q: 3 clusters Score -309698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -309699.218750 Penalty: 763.245361
	Iteration 40F: 3 clusters Score -309699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -309700.531250 Penalty: 763.245361
	Iteration 41Q: 3 clusters Score -309700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -309702.437500 Penalty: 763.245361
	Iteration 42Q: 3 clusters Score -309702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -309703.937500 Penalty: 763.245361
	Iteration 43Q: 3 clusters Score -309703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -309704.781250 Penalty: 763.245361
	Iteration 44Q: 3 clusters Score -309704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -309704.750000 Penalty: 763.245361
	Iteration 45Q: 3 clusters Score -309704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -309704.750000 Penalty: 763.245361
	Iteration 46F: 3 clusters Score -309704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19609.193359 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19609.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19799.554688 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19799.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19833.273438 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19833.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19850.113281 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19850.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19857.466797 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19857.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19864.285156 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19864.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19864.285156 Penalty: 517.514771
	Iteration 6F: 3 clusters Score -19864.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14959 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34650 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17996 members 
Mstep: Class 36 contains 21454 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 82 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 389 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19465 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14847 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21711 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21353 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19563 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10713 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 26001 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12534 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39682 members 
Mstep: Class 76 contains 19008 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2494 members 
Mstep: Class 80 contains 20772 members 
Mstep: Class 81 contains 6481 members 
Mstep: Class 82 contains 2295 members 
Mstep: Class 83 contains 22901 members 
Mstep: Class 84 contains 213 members 
Entering Unmasked Estep 
Score: -42173748.000000 Penalty: 50562.660156
Splitting cluster 42 changes total score from -42174092.000000 to -42173748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -41051.847656 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -41051.85 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 280 members 
Entering Unmasked Estep 
Score: -40517.843750 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -40517.84 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40662.515625 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -40662.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -40692.058594 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -40692.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40702.304688 Penalty: 573.538330
	Iteration 3Q: 3 clusters Score -40702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40707.847656 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -40707.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40712.613281 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -40712.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40714.843750 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -40714.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40716.050781 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -40716.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40718.726562 Penalty: 573.538330
	Iteration 8Q: 3 clusters Score -40718.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40719.410156 Penalty: 573.538330
	Iteration 9Q: 3 clusters Score -40719.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40720.332031 Penalty: 573.538330
	Iteration 10Q: 3 clusters Score -40720.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40720.726562 Penalty: 573.538330
	Iteration 11Q: 3 clusters Score -40720.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40722.402344 Penalty: 573.538330
	Iteration 12Q: 3 clusters Score -40722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40724.402344 Penalty: 573.538330
	Iteration 13Q: 3 clusters Score -40724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40725.484375 Penalty: 573.538330
	Iteration 14Q: 3 clusters Score -40725.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40727.828125 Penalty: 573.538330
	Iteration 15Q: 3 clusters Score -40727.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40730.816406 Penalty: 573.538330
	Iteration 16Q: 3 clusters Score -40730.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40733.917969 Penalty: 573.538330
	Iteration 17Q: 3 clusters Score -40733.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40734.964844 Penalty: 573.538330
	Iteration 18Q: 3 clusters Score -40734.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40734.964844 Penalty: 573.538330
	Iteration 19F: 3 clusters Score -40734.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -32099.634766 Penalty: 271.342865
	Iteration 0F: 2 clusters Score -32099.63 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 188 members 
Entering Unmasked Estep 
Score: -31673.982422 Penalty: 542.685730
	Iteration 0F: 3 clusters Score -31673.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31772.039062 Penalty: 542.685730
	Iteration 1F: 3 clusters Score -31772.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31789.351562 Penalty: 542.685730
	Iteration 2F: 3 clusters Score -31789.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31800.828125 Penalty: 542.685730
	Iteration 3Q: 3 clusters Score -31800.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31805.285156 Penalty: 542.685730
	Iteration 4Q: 3 clusters Score -31805.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31809.929688 Penalty: 542.685730
	Iteration 5Q: 3 clusters Score -31809.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31812.621094 Penalty: 542.685730
	Iteration 6Q: 3 clusters Score -31812.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31813.923828 Penalty: 542.685730
	Iteration 7Q: 3 clusters Score -31813.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31815.126953 Penalty: 542.685730
	Iteration 8Q: 3 clusters Score -31815.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31816.371094 Penalty: 542.685730
	Iteration 9Q: 3 clusters Score -31816.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31817.966797 Penalty: 542.685730
	Iteration 10Q: 3 clusters Score -31817.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31818.974609 Penalty: 542.685730
	Iteration 11Q: 3 clusters Score -31818.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31818.974609 Penalty: 542.685730
	Iteration 12F: 3 clusters Score -31818.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -139728.718750 Penalty: 341.248932
	Iteration 0F: 2 clusters Score -139728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -138394.609375 Penalty: 682.497864
	Iteration 0F: 3 clusters Score -138394.6 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -138821.093750 Penalty: 682.497864
	Iteration 1F: 3 clusters Score -138821.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -138897.734375 Penalty: 682.497864
	Iteration 2F: 3 clusters Score -138897.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -138949.750000 Penalty: 682.497864
	Iteration 3Q: 3 clusters Score -138949.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -139005.265625 Penalty: 682.497864
	Iteration 4Q: 3 clusters Score -139005.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -139072.218750 Penalty: 682.497864
	Iteration 5Q: 3 clusters Score -139072.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -139145.421875 Penalty: 682.497864
	Iteration 6F: 3 clusters Score -139145.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -139213.671875 Penalty: 682.497864
	Iteration 7F: 3 clusters Score -139213.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -139257.390625 Penalty: 682.497864
	Iteration 8Q: 3 clusters Score -139257.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -139301.671875 Penalty: 682.497864
	Iteration 9Q: 3 clusters Score -139301.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139339.953125 Penalty: 682.497864
	Iteration 10Q: 3 clusters Score -139340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -139374.703125 Penalty: 682.497864
	Iteration 11Q: 3 clusters Score -139374.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139420.531250 Penalty: 682.497864
	Iteration 12Q: 3 clusters Score -139420.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139456.031250 Penalty: 682.497864
	Iteration 13Q: 3 clusters Score -139456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139473.421875 Penalty: 682.497864
	Iteration 14Q: 3 clusters Score -139473.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139482.406250 Penalty: 682.497864
	Iteration 15Q: 3 clusters Score -139482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139487.046875 Penalty: 682.497864
	Iteration 16Q: 3 clusters Score -139487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139490.921875 Penalty: 682.497864
	Iteration 17Q: 3 clusters Score -139490.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139492.531250 Penalty: 682.497864
	Iteration 18Q: 3 clusters Score -139492.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139493.281250 Penalty: 682.497864
	Iteration 19Q: 3 clusters Score -139493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139494.156250 Penalty: 682.497864
	Iteration 20F: 3 clusters Score -139494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139494.828125 Penalty: 682.497864
	Iteration 21Q: 3 clusters Score -139494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139495.468750 Penalty: 682.497864
	Iteration 22Q: 3 clusters Score -139495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -139495.468750 Penalty: 682.497864
	Iteration 23F: 3 clusters Score -139495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9426.142578 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9426.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9158.151367 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9158.151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9260.308594 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9260.309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9275.106445 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9275.106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9292.273438 Penalty: 486.586761
	Iteration 3Q: 3 clusters Score -9292.273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9309.156250 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9309.156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9329.829102 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9329.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9341.823242 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -9341.823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9350.561523 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -9350.562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9359.114258 Penalty: 486.586761
	Iteration 8Q: 3 clusters Score -9359.114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9359.114258 Penalty: 486.586761
	Iteration 9F: 3 clusters Score -9359.114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6274.509277 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6274.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5966.822754 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5966.823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6077.650879 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6077.651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6109.029297 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6109.029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6117.552734 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -6117.553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6129.080078 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -6129.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6133.062988 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6133.063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6133.062988 Penalty: 496.822296
	Iteration 6F: 3 clusters Score -6133.063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -48856.636719 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -48856.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -48206.800781 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -48206.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48405.878906 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -48405.88 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -48510.042969 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -48510.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48572.515625 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -48572.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48609.453125 Penalty: 600.588257
	Iteration 4F: 3 clusters Score -48609.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -48627.457031 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -48627.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -48633.988281 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -48633.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48637.960938 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -48637.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -48639.132812 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -48639.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48639.757812 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -48639.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48639.933594 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -48639.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48640.421875 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -48640.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48640.421875 Penalty: 600.588257
	Iteration 12F: 3 clusters Score -48640.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (19465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Entering Unmasked Estep 
Score: -1587918.250000 Penalty: 449.375000
	Iteration 0F: 2 clusters Score -1587918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1575058.250000 Penalty: 898.750000
	Iteration 0F: 3 clusters Score -1575058 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1580628.875000 Penalty: 898.750000
	Iteration 1F: 3 clusters Score -1580629 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1581189.500000 Penalty: 898.750000
	Iteration 2F: 3 clusters Score -1581190 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1581992.375000 Penalty: 898.750000
	Iteration 3F: 3 clusters Score -1581992 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1582916.875000 Penalty: 898.750000
	Iteration 4F: 3 clusters Score -1582917 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1583938.750000 Penalty: 898.750000
	Iteration 5F: 3 clusters Score -1583939 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1584761.875000 Penalty: 898.750000
	Iteration 6F: 3 clusters Score -1584762 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1585280.625000 Penalty: 898.750000
	Iteration 7Q: 3 clusters Score -1585281 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1585602.000000 Penalty: 898.750000
	Iteration 8Q: 3 clusters Score -1585602 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1585871.500000 Penalty: 898.750000
	Iteration 9Q: 3 clusters Score -1585872 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1586117.250000 Penalty: 898.750000
	Iteration 10Q: 3 clusters Score -1586117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1586338.375000 Penalty: 898.750000
	Iteration 11Q: 3 clusters Score -1586338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1586541.875000 Penalty: 898.750000
	Iteration 12Q: 3 clusters Score -1586542 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1586730.000000 Penalty: 898.750000
	Iteration 13Q: 3 clusters Score -1586730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1586900.500000 Penalty: 898.750000
	Iteration 14Q: 3 clusters Score -1586900 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1587068.625000 Penalty: 898.750000
	Iteration 15Q: 3 clusters Score -1587069 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -1587235.125000 Penalty: 898.750000
	Iteration 16Q: 3 clusters Score -1587235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1587333.000000 Penalty: 898.750000
	Iteration 17Q: 3 clusters Score -1587333 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1587412.250000 Penalty: 898.750000
	Iteration 18Q: 3 clusters Score -1587412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1587462.000000 Penalty: 898.750000
	Iteration 19Q: 3 clusters Score -1587462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -1587474.500000 Penalty: 898.750000
	Iteration 20F: 3 clusters Score -1587474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1587491.625000 Penalty: 898.750000
	Iteration 21Q: 3 clusters Score -1587492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -1587513.375000 Penalty: 898.750000
	Iteration 22Q: 3 clusters Score -1587513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1587524.750000 Penalty: 898.750000
	Iteration 23Q: 3 clusters Score -1587525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1587529.000000 Penalty: 898.750000
	Iteration 24Q: 3 clusters Score -1587529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1587529.625000 Penalty: 898.750000
	Iteration 25Q: 3 clusters Score -1587530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1587531.375000 Penalty: 898.750000
	Iteration 26Q: 3 clusters Score -1587531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1587530.750000 Penalty: 898.750000
	Iteration 27Q: 3 clusters Score -1587531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1587531.000000 Penalty: 898.750000
	Iteration 28Q: 3 clusters Score -1587531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1587531.000000 Penalty: 898.750000
	Iteration 29F: 3 clusters Score -1587531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -16659.314453 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16659.31 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 120 members 
Entering Unmasked Estep 
Score: -16326.336914 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16326.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16402.023438 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16402.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16424.007812 Penalty: 508.439636
	Iteration 2F: 3 clusters Score -16424.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -16431.175781 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -16431.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -16441.916016 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -16441.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16447.414062 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16447.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16449.564453 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16449.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16450.222656 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -16450.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16451.908203 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -16451.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16459.906250 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -16459.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16485.851562 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -16485.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16513.328125 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -16513.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16554.074219 Penalty: 508.439636
	Iteration 12F: 3 clusters Score -16554.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -16566.097656 Penalty: 508.439636
	Iteration 13Q: 3 clusters Score -16566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16570.406250 Penalty: 508.439636
	Iteration 14Q: 3 clusters Score -16570.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16574.060547 Penalty: 508.439636
	Iteration 15Q: 3 clusters Score -16574.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -16575.933594 Penalty: 508.439636
	Iteration 16Q: 3 clusters Score -16575.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16578.556641 Penalty: 508.439636
	Iteration 17Q: 3 clusters Score -16578.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16583.097656 Penalty: 508.439636
	Iteration 18Q: 3 clusters Score -16583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16589.658203 Penalty: 508.439636
	Iteration 19Q: 3 clusters Score -16589.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16596.996094 Penalty: 508.439636
	Iteration 20F: 3 clusters Score -16597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -16602.599609 Penalty: 508.439636
	Iteration 21Q: 3 clusters Score -16602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16604.236328 Penalty: 508.439636
	Iteration 22Q: 3 clusters Score -16604.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16604.236328 Penalty: 508.439636
	Iteration 23F: 3 clusters Score -16604.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -74560.671875 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -74560.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -73689.367188 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -73689.37 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73946.156250 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -73946.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73999.398438 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -73999.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74044.375000 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -74044.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74097.453125 Penalty: 637.444275
	Iteration 4F: 3 clusters Score -74097.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -74161.117188 Penalty: 637.444275
	Iteration 5F: 3 clusters Score -74161.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74208.476562 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -74208.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -74237.617188 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -74237.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74262.640625 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -74262.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74288.070312 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -74288.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74305.664062 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -74305.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -74321.156250 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -74321.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -74342.367188 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -74342.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74358.437500 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -74358.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -74370.773438 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -74370.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74378.273438 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -74378.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74384.890625 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -74384.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74388.117188 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -74388.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -74388.687500 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -74388.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74389.843750 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -74389.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -74391.734375 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -74391.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -74392.046875 Penalty: 637.444275
	Iteration 21Q: 3 clusters Score -74392.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74392.453125 Penalty: 637.444275
	Iteration 22Q: 3 clusters Score -74392.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -74392.453125 Penalty: 637.444275
	Iteration 23F: 3 clusters Score -74392.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -1205239.500000 Penalty: 437.052643
	Iteration 0F: 2 clusters Score -1205240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1195391.375000 Penalty: 874.105286
	Iteration 0F: 3 clusters Score -1195391 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1199446.125000 Penalty: 874.105286
	Iteration 1F: 3 clusters Score -1199446 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1199841.125000 Penalty: 874.105286
	Iteration 2F: 3 clusters Score -1199841 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1200421.375000 Penalty: 874.105286
	Iteration 3F: 3 clusters Score -1200421 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1201294.000000 Penalty: 874.105286
	Iteration 4F: 3 clusters Score -1201294 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1202490.375000 Penalty: 874.105286
	Iteration 5F: 3 clusters Score -1202490 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1203682.250000 Penalty: 874.105286
	Iteration 6F: 3 clusters Score -1203682 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1204413.625000 Penalty: 874.105286
	Iteration 7Q: 3 clusters Score -1204414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1204701.875000 Penalty: 874.105286
	Iteration 8Q: 3 clusters Score -1204702 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1204786.500000 Penalty: 874.105286
	Iteration 9Q: 3 clusters Score -1204786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1204816.375000 Penalty: 874.105286
	Iteration 10Q: 3 clusters Score -1204816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1204838.250000 Penalty: 874.105286
	Iteration 11Q: 3 clusters Score -1204838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -1204841.875000 Penalty: 874.105286
	Iteration 12Q: 3 clusters Score -1204842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1204848.375000 Penalty: 874.105286
	Iteration 13Q: 3 clusters Score -1204848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1204856.875000 Penalty: 874.105286
	Iteration 14Q: 3 clusters Score -1204857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1204856.875000 Penalty: 874.105286
	Iteration 15F: 3 clusters Score -1204857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -303751.687500 Penalty: 377.162628
	Iteration 0F: 2 clusters Score -303751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -301034.031250 Penalty: 754.325256
	Iteration 0F: 3 clusters Score -301034 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -302217.343750 Penalty: 754.325256
	Iteration 1F: 3 clusters Score -302217.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -302456.625000 Penalty: 754.325256
	Iteration 2F: 3 clusters Score -302456.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -302657.468750 Penalty: 754.325256
	Iteration 3F: 3 clusters Score -302657.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -302842.968750 Penalty: 754.325256
	Iteration 4F: 3 clusters Score -302843 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -302985.375000 Penalty: 754.325256
	Iteration 5F: 3 clusters Score -302985.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -303063.468750 Penalty: 754.325256
	Iteration 6Q: 3 clusters Score -303063.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -303108.312500 Penalty: 754.325256
	Iteration 7Q: 3 clusters Score -303108.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -303134.156250 Penalty: 754.325256
	Iteration 8Q: 3 clusters Score -303134.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303153.812500 Penalty: 754.325256
	Iteration 9Q: 3 clusters Score -303153.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -303173.031250 Penalty: 754.325256
	Iteration 10Q: 3 clusters Score -303173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -303185.093750 Penalty: 754.325256
	Iteration 11Q: 3 clusters Score -303185.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -303197.750000 Penalty: 754.325256
	Iteration 12Q: 3 clusters Score -303197.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -303210.781250 Penalty: 754.325256
	Iteration 13Q: 3 clusters Score -303210.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -303226.687500 Penalty: 754.325256
	Iteration 14Q: 3 clusters Score -303226.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -303242.125000 Penalty: 754.325256
	Iteration 15Q: 3 clusters Score -303242.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -303254.312500 Penalty: 754.325256
	Iteration 16Q: 3 clusters Score -303254.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -303267.093750 Penalty: 754.325256
	Iteration 17Q: 3 clusters Score -303267.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -303278.656250 Penalty: 754.325256
	Iteration 18Q: 3 clusters Score -303278.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303290.062500 Penalty: 754.325256
	Iteration 19Q: 3 clusters Score -303290.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -303300.968750 Penalty: 754.325256
	Iteration 20F: 3 clusters Score -303301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -303317.000000 Penalty: 754.325256
	Iteration 21Q: 3 clusters Score -303317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -303332.000000 Penalty: 754.325256
	Iteration 22Q: 3 clusters Score -303332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -303345.656250 Penalty: 754.325256
	Iteration 23Q: 3 clusters Score -303345.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -303357.500000 Penalty: 754.325256
	Iteration 24Q: 3 clusters Score -303357.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -303363.718750 Penalty: 754.325256
	Iteration 25Q: 3 clusters Score -303363.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -303369.875000 Penalty: 754.325256
	Iteration 26Q: 3 clusters Score -303369.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -303374.687500 Penalty: 754.325256
	Iteration 27Q: 3 clusters Score -303374.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -303380.375000 Penalty: 754.325256
	Iteration 28Q: 3 clusters Score -303380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -303388.281250 Penalty: 754.325256
	Iteration 29Q: 3 clusters Score -303388.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -303399.343750 Penalty: 754.325256
	Iteration 30Q: 3 clusters Score -303399.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -303412.843750 Penalty: 754.325256
	Iteration 31Q: 3 clusters Score -303412.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -303435.093750 Penalty: 754.325256
	Iteration 32Q: 3 clusters Score -303435.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -303452.593750 Penalty: 754.325256
	Iteration 33Q: 3 clusters Score -303452.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -303465.468750 Penalty: 754.325256
	Iteration 34Q: 3 clusters Score -303465.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -303472.437500 Penalty: 754.325256
	Iteration 35Q: 3 clusters Score -303472.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -303475.500000 Penalty: 754.325256
	Iteration 36Q: 3 clusters Score -303475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -303476.562500 Penalty: 754.325256
	Iteration 37Q: 3 clusters Score -303476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -303478.187500 Penalty: 754.325256
	Iteration 38Q: 3 clusters Score -303478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -303482.656250 Penalty: 754.325256
	Iteration 39Q: 3 clusters Score -303482.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -303488.312500 Penalty: 754.325256
	Iteration 40F: 3 clusters Score -303488.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -303493.093750 Penalty: 754.325256
	Iteration 41Q: 3 clusters Score -303493.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -303501.562500 Penalty: 754.325256
	Iteration 42Q: 3 clusters Score -303501.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -303509.093750 Penalty: 754.325256
	Iteration 43Q: 3 clusters Score -303509.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -303514.875000 Penalty: 754.325256
	Iteration 44Q: 3 clusters Score -303514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -303521.812500 Penalty: 754.325256
	Iteration 45Q: 3 clusters Score -303521.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -303532.125000 Penalty: 754.325256
	Iteration 46Q: 3 clusters Score -303532.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -303540.312500 Penalty: 754.325256
	Iteration 47Q: 3 clusters Score -303540.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -303547.281250 Penalty: 754.325256
	Iteration 48Q: 3 clusters Score -303547.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -303553.593750 Penalty: 754.325256
	Iteration 49Q: 3 clusters Score -303553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -303559.968750 Penalty: 754.325256
	Iteration 50Q: 3 clusters Score -303560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -303564.093750 Penalty: 754.325256
	Iteration 51Q: 3 clusters Score -303564.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -303566.750000 Penalty: 754.325256
	Iteration 52Q: 3 clusters Score -303566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -303569.875000 Penalty: 754.325256
	Iteration 53Q: 3 clusters Score -303569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -303572.156250 Penalty: 754.325256
	Iteration 54Q: 3 clusters Score -303572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -303573.937500 Penalty: 754.325256
	Iteration 55Q: 3 clusters Score -303573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -303575.718750 Penalty: 754.325256
	Iteration 56Q: 3 clusters Score -303575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -303576.375000 Penalty: 754.325256
	Iteration 57Q: 3 clusters Score -303576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -303576.593750 Penalty: 754.325256
	Iteration 58Q: 3 clusters Score -303576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -303577.750000 Penalty: 754.325256
	Iteration 59Q: 3 clusters Score -303577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -303579.781250 Penalty: 754.325256
	Iteration 60F: 3 clusters Score -303579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -303580.968750 Penalty: 754.325256
	Iteration 61Q: 3 clusters Score -303581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -303583.312500 Penalty: 754.325256
	Iteration 62Q: 3 clusters Score -303583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -303583.593750 Penalty: 754.325256
	Iteration 63Q: 3 clusters Score -303583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -303585.687500 Penalty: 754.325256
	Iteration 64Q: 3 clusters Score -303585.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -303586.625000 Penalty: 754.325256
	Iteration 65Q: 3 clusters Score -303586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -303588.281250 Penalty: 754.325256
	Iteration 66Q: 3 clusters Score -303588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -303589.656250 Penalty: 754.325256
	Iteration 67Q: 3 clusters Score -303589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -303590.406250 Penalty: 754.325256
	Iteration 68Q: 3 clusters Score -303590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -303590.968750 Penalty: 754.325256
	Iteration 69Q: 3 clusters Score -303591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -303590.968750 Penalty: 754.325256
	Iteration 70F: 3 clusters Score -303591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18741.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18741.75 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 203 members 
Entering Unmasked Estep 
Score: -18339.263672 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18339.26 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -18502.068359 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18502.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -18549.458984 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18549.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -18566.550781 Penalty: 544.538208
	Iteration 3Q: 3 clusters Score -18566.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -18595.462891 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18595.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -18610.011719 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18610.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -18618.298828 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18620.875000 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -18620.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18621.820312 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -18621.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -18623.539062 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -18623.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18629.546875 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -18629.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18629.546875 Penalty: 544.538208
	Iteration 11F: 3 clusters Score -18629.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3659.935303 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3659.935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3448.748779 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3448.749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3471.727539 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3471.728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -3482.198242 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3482.198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3486.740967 Penalty: 418.155914
	Iteration 3Q: 3 clusters Score -3486.741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3491.383789 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3491.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3491.383789 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3491.384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Entering Unmasked Estep 
Score: -1767771.125000 Penalty: 454.343658
	Iteration 0F: 2 clusters Score -1767771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1753455.000000 Penalty: 908.687317
	Iteration 0F: 3 clusters Score -1753455 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1759610.625000 Penalty: 908.687317
	Iteration 1F: 3 clusters Score -1759611 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1760005.500000 Penalty: 908.687317
	Iteration 2Q: 3 clusters Score -1760006 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1760632.000000 Penalty: 908.687317
	Iteration 3F: 3 clusters Score -1760632 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1761643.500000 Penalty: 908.687317
	Iteration 4F: 3 clusters Score -1761644 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1763163.125000 Penalty: 908.687317
	Iteration 5F: 3 clusters Score -1763163 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1764937.125000 Penalty: 908.687317
	Iteration 6F: 3 clusters Score -1764937 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1766420.375000 Penalty: 908.687317
	Iteration 7F: 3 clusters Score -1766420 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1767104.125000 Penalty: 908.687317
	Iteration 8Q: 3 clusters Score -1767104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1767276.000000 Penalty: 908.687317
	Iteration 9Q: 3 clusters Score -1767276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1767329.375000 Penalty: 908.687317
	Iteration 10Q: 3 clusters Score -1767329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1767356.000000 Penalty: 908.687317
	Iteration 11Q: 3 clusters Score -1767356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1767365.250000 Penalty: 908.687317
	Iteration 12Q: 3 clusters Score -1767365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1767367.500000 Penalty: 908.687317
	Iteration 13Q: 3 clusters Score -1767368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -1767367.500000 Penalty: 908.687317
	Iteration 14F: 3 clusters Score -1767368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8711.106445 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8711.106 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 66 members 
Entering Unmasked Estep 
Score: -8524.054688 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8524.055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8569.616211 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8569.616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8599.952148 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -8599.952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8608.459961 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8608.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8612.023438 Penalty: 442.242920
	Iteration 4Q: 3 clusters Score -8612.023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8615.701172 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8615.701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8617.458008 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -8617.458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8617.458008 Penalty: 442.242920
	Iteration 7F: 3 clusters Score -8617.458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -1706429.375000 Penalty: 453.587097
	Iteration 0F: 2 clusters Score -1706429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1692325.500000 Penalty: 907.174194
	Iteration 0F: 3 clusters Score -1692326 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1698049.375000 Penalty: 907.174194
	Iteration 1F: 3 clusters Score -1698049 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1698430.625000 Penalty: 907.174194
	Iteration 2Q: 3 clusters Score -1698431 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1698993.625000 Penalty: 907.174194
	Iteration 3F: 3 clusters Score -1698994 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1699803.875000 Penalty: 907.174194
	Iteration 4F: 3 clusters Score -1699804 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1700919.000000 Penalty: 907.174194
	Iteration 5F: 3 clusters Score -1700919 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1702203.625000 Penalty: 907.174194
	Iteration 6F: 3 clusters Score -1702204 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1703345.875000 Penalty: 907.174194
	Iteration 7F: 3 clusters Score -1703346 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1704144.875000 Penalty: 907.174194
	Iteration 8Q: 3 clusters Score -1704145 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -1704714.000000 Penalty: 907.174194
	Iteration 9Q: 3 clusters Score -1704714 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1705126.125000 Penalty: 907.174194
	Iteration 10Q: 3 clusters Score -1705126 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1705382.625000 Penalty: 907.174194
	Iteration 11Q: 3 clusters Score -1705383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -1705548.125000 Penalty: 907.174194
	Iteration 12Q: 3 clusters Score -1705548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1705669.250000 Penalty: 907.174194
	Iteration 13Q: 3 clusters Score -1705669 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1705743.750000 Penalty: 907.174194
	Iteration 14Q: 3 clusters Score -1705744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -1705847.375000 Penalty: 907.174194
	Iteration 15Q: 3 clusters Score -1705847 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1705911.500000 Penalty: 907.174194
	Iteration 16Q: 3 clusters Score -1705912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1705962.000000 Penalty: 907.174194
	Iteration 17Q: 3 clusters Score -1705962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1706002.000000 Penalty: 907.174194
	Iteration 18Q: 3 clusters Score -1706002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -1706022.750000 Penalty: 907.174194
	Iteration 19Q: 3 clusters Score -1706023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1706040.000000 Penalty: 907.174194
	Iteration 20F: 3 clusters Score -1706040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -1706054.625000 Penalty: 907.174194
	Iteration 21Q: 3 clusters Score -1706055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1706065.000000 Penalty: 907.174194
	Iteration 22Q: 3 clusters Score -1706065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -1706080.750000 Penalty: 907.174194
	Iteration 23Q: 3 clusters Score -1706081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1706097.500000 Penalty: 907.174194
	Iteration 24Q: 3 clusters Score -1706098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -1706116.250000 Penalty: 907.174194
	Iteration 25Q: 3 clusters Score -1706116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -1706127.750000 Penalty: 907.174194
	Iteration 26Q: 3 clusters Score -1706128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1706133.875000 Penalty: 907.174194
	Iteration 27Q: 3 clusters Score -1706134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1706142.000000 Penalty: 907.174194
	Iteration 28Q: 3 clusters Score -1706142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1706148.000000 Penalty: 907.174194
	Iteration 29Q: 3 clusters Score -1706148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1706149.250000 Penalty: 907.174194
	Iteration 30Q: 3 clusters Score -1706149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1706149.375000 Penalty: 907.174194
	Iteration 31Q: 3 clusters Score -1706149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1706149.875000 Penalty: 907.174194
	Iteration 32Q: 3 clusters Score -1706150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1706150.375000 Penalty: 907.174194
	Iteration 33Q: 3 clusters Score -1706150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -1706150.375000 Penalty: 907.174194
	Iteration 34F: 3 clusters Score -1706150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13924.619141 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13924.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13998.094727 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13998.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14012.508789 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -14012.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14015.941406 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14015.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14017.929688 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14017.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14019.391602 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14019.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14021.900391 Penalty: 484.836731
	Iteration 6Q: 3 clusters Score -14021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14022.171875 Penalty: 484.836731
	Iteration 7Q: 3 clusters Score -14022.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14022.171875 Penalty: 484.836731
	Iteration 8F: 3 clusters Score -14022.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -449858.281250 Penalty: 391.669922
	Iteration 0F: 2 clusters Score -449858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -446137.531250 Penalty: 783.339844
	Iteration 0F: 3 clusters Score -446137.5 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -447555.218750 Penalty: 783.339844
	Iteration 1F: 3 clusters Score -447555.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -447685.250000 Penalty: 783.339844
	Iteration 2F: 3 clusters Score -447685.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -447809.875000 Penalty: 783.339844
	Iteration 3F: 3 clusters Score -447809.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -447946.000000 Penalty: 783.339844
	Iteration 4Q: 3 clusters Score -447946 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -448097.687500 Penalty: 783.339844
	Iteration 5Q: 3 clusters Score -448097.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -448252.281250 Penalty: 783.339844
	Iteration 6Q: 3 clusters Score -448252.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -448429.312500 Penalty: 783.339844
	Iteration 7Q: 3 clusters Score -448429.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -448557.562500 Penalty: 783.339844
	Iteration 8Q: 3 clusters Score -448557.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -448652.687500 Penalty: 783.339844
	Iteration 9Q: 3 clusters Score -448652.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -448734.093750 Penalty: 783.339844
	Iteration 10Q: 3 clusters Score -448734.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -448794.531250 Penalty: 783.339844
	Iteration 11Q: 3 clusters Score -448794.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -448852.593750 Penalty: 783.339844
	Iteration 12Q: 3 clusters Score -448852.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -448905.718750 Penalty: 783.339844
	Iteration 13Q: 3 clusters Score -448905.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -448957.687500 Penalty: 783.339844
	Iteration 14Q: 3 clusters Score -448957.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -449013.218750 Penalty: 783.339844
	Iteration 15Q: 3 clusters Score -449013.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -449051.656250 Penalty: 783.339844
	Iteration 16Q: 3 clusters Score -449051.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -449082.343750 Penalty: 783.339844
	Iteration 17Q: 3 clusters Score -449082.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -449130.281250 Penalty: 783.339844
	Iteration 18Q: 3 clusters Score -449130.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -449186.312500 Penalty: 783.339844
	Iteration 19Q: 3 clusters Score -449186.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -449239.812500 Penalty: 783.339844
	Iteration 20F: 3 clusters Score -449239.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -449290.906250 Penalty: 783.339844
	Iteration 21Q: 3 clusters Score -449290.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -449324.125000 Penalty: 783.339844
	Iteration 22Q: 3 clusters Score -449324.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -449357.531250 Penalty: 783.339844
	Iteration 23Q: 3 clusters Score -449357.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -449386.000000 Penalty: 783.339844
	Iteration 24Q: 3 clusters Score -449386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -449415.125000 Penalty: 783.339844
	Iteration 25Q: 3 clusters Score -449415.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -449431.937500 Penalty: 783.339844
	Iteration 26Q: 3 clusters Score -449431.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -449439.593750 Penalty: 783.339844
	Iteration 27Q: 3 clusters Score -449439.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -449455.968750 Penalty: 783.339844
	Iteration 28Q: 3 clusters Score -449456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -449468.843750 Penalty: 783.339844
	Iteration 29Q: 3 clusters Score -449468.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -449482.656250 Penalty: 783.339844
	Iteration 30Q: 3 clusters Score -449482.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -449495.468750 Penalty: 783.339844
	Iteration 31Q: 3 clusters Score -449495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -449505.031250 Penalty: 783.339844
	Iteration 32Q: 3 clusters Score -449505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -449512.843750 Penalty: 783.339844
	Iteration 33Q: 3 clusters Score -449512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -449521.062500 Penalty: 783.339844
	Iteration 34Q: 3 clusters Score -449521.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -449528.937500 Penalty: 783.339844
	Iteration 35Q: 3 clusters Score -449528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -449531.218750 Penalty: 783.339844
	Iteration 36Q: 3 clusters Score -449531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -449532.812500 Penalty: 783.339844
	Iteration 37Q: 3 clusters Score -449532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -449535.125000 Penalty: 783.339844
	Iteration 38Q: 3 clusters Score -449535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -449536.968750 Penalty: 783.339844
	Iteration 39Q: 3 clusters Score -449537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -449537.000000 Penalty: 783.339844
	Iteration 40F: 3 clusters Score -449537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (19563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Entering Unmasked Estep 
Score: -1478730.125000 Penalty: 449.603485
	Iteration 0F: 2 clusters Score -1478730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1465672.375000 Penalty: 899.206970
	Iteration 0F: 3 clusters Score -1465672 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1470908.500000 Penalty: 899.206970
	Iteration 1F: 3 clusters Score -1470908 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1471156.750000 Penalty: 899.206970
	Iteration 2Q: 3 clusters Score -1471157 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1471466.000000 Penalty: 899.206970
	Iteration 3Q: 3 clusters Score -1471466 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1471864.000000 Penalty: 899.206970
	Iteration 4Q: 3 clusters Score -1471864 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1472374.125000 Penalty: 899.206970
	Iteration 5F: 3 clusters Score -1472374 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1472940.000000 Penalty: 899.206970
	Iteration 6F: 3 clusters Score -1472940 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1473564.375000 Penalty: 899.206970
	Iteration 7F: 3 clusters Score -1473564 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1474213.375000 Penalty: 899.206970
	Iteration 8F: 3 clusters Score -1474213 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1474832.375000 Penalty: 899.206970
	Iteration 9F: 3 clusters Score -1474832 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1475333.000000 Penalty: 899.206970
	Iteration 10Q: 3 clusters Score -1475333 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1475687.125000 Penalty: 899.206970
	Iteration 11Q: 3 clusters Score -1475687 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1475951.875000 Penalty: 899.206970
	Iteration 12Q: 3 clusters Score -1475952 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1476203.250000 Penalty: 899.206970
	Iteration 13Q: 3 clusters Score -1476203 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1476431.000000 Penalty: 899.206970
	Iteration 14Q: 3 clusters Score -1476431 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -1476685.375000 Penalty: 899.206970
	Iteration 15Q: 3 clusters Score -1476685 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1476971.000000 Penalty: 899.206970
	Iteration 16Q: 3 clusters Score -1476971 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -1477279.250000 Penalty: 899.206970
	Iteration 17Q: 3 clusters Score -1477279 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -1477574.375000 Penalty: 899.206970
	Iteration 18Q: 3 clusters Score -1477574 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1477833.500000 Penalty: 899.206970
	Iteration 19Q: 3 clusters Score -1477834 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1478045.375000 Penalty: 899.206970
	Iteration 20F: 3 clusters Score -1478045 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -1478206.250000 Penalty: 899.206970
	Iteration 21Q: 3 clusters Score -1478206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1478295.000000 Penalty: 899.206970
	Iteration 22Q: 3 clusters Score -1478295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1478342.000000 Penalty: 899.206970
	Iteration 23Q: 3 clusters Score -1478342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -1478373.750000 Penalty: 899.206970
	Iteration 24Q: 3 clusters Score -1478374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1478399.750000 Penalty: 899.206970
	Iteration 25Q: 3 clusters Score -1478400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -1478418.750000 Penalty: 899.206970
	Iteration 26Q: 3 clusters Score -1478419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1478425.875000 Penalty: 899.206970
	Iteration 27Q: 3 clusters Score -1478426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1478431.000000 Penalty: 899.206970
	Iteration 28Q: 3 clusters Score -1478431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1478439.375000 Penalty: 899.206970
	Iteration 29Q: 3 clusters Score -1478439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1478451.625000 Penalty: 899.206970
	Iteration 30Q: 3 clusters Score -1478452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -1478460.875000 Penalty: 899.206970
	Iteration 31Q: 3 clusters Score -1478461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1478485.500000 Penalty: 899.206970
	Iteration 32Q: 3 clusters Score -1478486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -1478494.250000 Penalty: 899.206970
	Iteration 33Q: 3 clusters Score -1478494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1478498.000000 Penalty: 899.206970
	Iteration 34Q: 3 clusters Score -1478498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1478500.375000 Penalty: 899.206970
	Iteration 35Q: 3 clusters Score -1478500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1478502.625000 Penalty: 899.206970
	Iteration 36Q: 3 clusters Score -1478503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1478503.375000 Penalty: 899.206970
	Iteration 37Q: 3 clusters Score -1478503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1478504.125000 Penalty: 899.206970
	Iteration 38F: 3 clusters Score -1478504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1478505.375000 Penalty: 899.206970
	Iteration 39Q: 3 clusters Score -1478505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1478505.375000 Penalty: 899.206970
	Iteration 40F: 3 clusters Score -1478505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11786.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11786.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11509.248047 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11509.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11604.030273 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11604.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11644.154297 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11644.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11665.220703 Penalty: 487.449371
	Iteration 3F: 3 clusters Score -11665.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11707.192383 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11707.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11724.533203 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11724.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11727.104492 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11727.104492 Penalty: 487.449371
	Iteration 7F: 3 clusters Score -11727.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -110355.539062 Penalty: 328.460388
	Iteration 0F: 2 clusters Score -110355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -109326.609375 Penalty: 656.920776
	Iteration 0F: 3 clusters Score -109326.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109652.750000 Penalty: 656.920776
	Iteration 1F: 3 clusters Score -109652.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109710.304688 Penalty: 656.920776
	Iteration 2F: 3 clusters Score -109710.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109765.742188 Penalty: 656.920776
	Iteration 3F: 3 clusters Score -109765.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109824.429688 Penalty: 656.920776
	Iteration 4Q: 3 clusters Score -109824.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109880.203125 Penalty: 656.920776
	Iteration 5Q: 3 clusters Score -109880.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -109933.453125 Penalty: 656.920776
	Iteration 6Q: 3 clusters Score -109933.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -109963.101562 Penalty: 656.920776
	Iteration 7Q: 3 clusters Score -109963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -109980.148438 Penalty: 656.920776
	Iteration 8Q: 3 clusters Score -109980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -109994.343750 Penalty: 656.920776
	Iteration 9Q: 3 clusters Score -109994.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -110006.500000 Penalty: 656.920776
	Iteration 10Q: 3 clusters Score -110006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -110015.960938 Penalty: 656.920776
	Iteration 11Q: 3 clusters Score -110016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -110022.671875 Penalty: 656.920776
	Iteration 12Q: 3 clusters Score -110022.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -110029.734375 Penalty: 656.920776
	Iteration 13Q: 3 clusters Score -110029.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -110039.984375 Penalty: 656.920776
	Iteration 14Q: 3 clusters Score -110040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -110048.281250 Penalty: 656.920776
	Iteration 15Q: 3 clusters Score -110048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -110056.710938 Penalty: 656.920776
	Iteration 16Q: 3 clusters Score -110056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -110063.898438 Penalty: 656.920776
	Iteration 17Q: 3 clusters Score -110063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -110067.484375 Penalty: 656.920776
	Iteration 18Q: 3 clusters Score -110067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -110070.539062 Penalty: 656.920776
	Iteration 19Q: 3 clusters Score -110070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -110070.906250 Penalty: 656.920776
	Iteration 20F: 3 clusters Score -110070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -110072.093750 Penalty: 656.920776
	Iteration 21Q: 3 clusters Score -110072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -110072.601562 Penalty: 656.920776
	Iteration 22Q: 3 clusters Score -110072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -110074.367188 Penalty: 656.920776
	Iteration 23Q: 3 clusters Score -110074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -110076.296875 Penalty: 656.920776
	Iteration 24Q: 3 clusters Score -110076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -110080.226562 Penalty: 656.920776
	Iteration 25Q: 3 clusters Score -110080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -110081.914062 Penalty: 656.920776
	Iteration 26Q: 3 clusters Score -110081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -110083.468750 Penalty: 656.920776
	Iteration 27Q: 3 clusters Score -110083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -110084.132812 Penalty: 656.920776
	Iteration 28Q: 3 clusters Score -110084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -110084.132812 Penalty: 656.920776
	Iteration 29F: 3 clusters Score -110084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (36021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Entering Unmasked Estep 
Score: -2887103.250000 Penalty: 477.379517
	Iteration 0F: 2 clusters Score -2887103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2864918.500000 Penalty: 954.759033
	Iteration 0F: 3 clusters Score -2864918 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2875142.500000 Penalty: 954.759033
	Iteration 1F: 3 clusters Score -2875142 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2875672.000000 Penalty: 954.759033
	Iteration 2Q: 3 clusters Score -2875672 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2876559.250000 Penalty: 954.759033
	Iteration 3Q: 3 clusters Score -2876559 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2877888.500000 Penalty: 954.759033
	Iteration 4F: 3 clusters Score -2877888 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2879783.000000 Penalty: 954.759033
	Iteration 5F: 3 clusters Score -2879783 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2881528.000000 Penalty: 954.759033
	Iteration 6F: 3 clusters Score -2881528 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2882314.000000 Penalty: 954.759033
	Iteration 7Q: 3 clusters Score -2882314 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2882591.250000 Penalty: 954.759033
	Iteration 8Q: 3 clusters Score -2882591 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -2882733.750000 Penalty: 954.759033
	Iteration 9Q: 3 clusters Score -2882734 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2882829.000000 Penalty: 954.759033
	Iteration 10Q: 3 clusters Score -2882829 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -2882922.500000 Penalty: 954.759033
	Iteration 11Q: 3 clusters Score -2882922 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2883016.500000 Penalty: 954.759033
	Iteration 12Q: 3 clusters Score -2883016 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -2883131.500000 Penalty: 954.759033
	Iteration 13Q: 3 clusters Score -2883132 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2883203.500000 Penalty: 954.759033
	Iteration 14Q: 3 clusters Score -2883204 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -2883284.250000 Penalty: 954.759033
	Iteration 15Q: 3 clusters Score -2883284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -2883361.000000 Penalty: 954.759033
	Iteration 16Q: 3 clusters Score -2883361 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2883415.000000 Penalty: 954.759033
	Iteration 17Q: 3 clusters Score -2883415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -2883498.750000 Penalty: 954.759033
	Iteration 18Q: 3 clusters Score -2883499 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2883578.500000 Penalty: 954.759033
	Iteration 19Q: 3 clusters Score -2883578 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -2883652.250000 Penalty: 954.759033
	Iteration 20F: 3 clusters Score -2883652 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -2883749.000000 Penalty: 954.759033
	Iteration 21Q: 3 clusters Score -2883749 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -2883817.500000 Penalty: 954.759033
	Iteration 22Q: 3 clusters Score -2883818 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -2883907.500000 Penalty: 954.759033
	Iteration 23Q: 3 clusters Score -2883908 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -2883985.750000 Penalty: 954.759033
	Iteration 24Q: 3 clusters Score -2883986 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -2884045.000000 Penalty: 954.759033
	Iteration 25Q: 3 clusters Score -2884045 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -2884088.500000 Penalty: 954.759033
	Iteration 26Q: 3 clusters Score -2884088 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2884149.000000 Penalty: 954.759033
	Iteration 27Q: 3 clusters Score -2884149 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -2884203.750000 Penalty: 954.759033
	Iteration 28Q: 3 clusters Score -2884204 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -2884283.750000 Penalty: 954.759033
	Iteration 29Q: 3 clusters Score -2884284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -2884343.250000 Penalty: 954.759033
	Iteration 30Q: 3 clusters Score -2884343 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -2884426.250000 Penalty: 954.759033
	Iteration 31Q: 3 clusters Score -2884426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -2884479.500000 Penalty: 954.759033
	Iteration 32Q: 3 clusters Score -2884480 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -2884569.750000 Penalty: 954.759033
	Iteration 33Q: 3 clusters Score -2884570 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -2884656.250000 Penalty: 954.759033
	Iteration 34Q: 3 clusters Score -2884656 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -2884738.250000 Penalty: 954.759033
	Iteration 35Q: 3 clusters Score -2884738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -2884800.500000 Penalty: 954.759033
	Iteration 36Q: 3 clusters Score -2884800 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -2884878.250000 Penalty: 954.759033
	Iteration 37Q: 3 clusters Score -2884878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -2884931.750000 Penalty: 954.759033
	Iteration 38Q: 3 clusters Score -2884932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -2885008.000000 Penalty: 954.759033
	Iteration 39Q: 3 clusters Score -2885008 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -2885083.000000 Penalty: 954.759033
	Iteration 40F: 3 clusters Score -2885083 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -2885179.750000 Penalty: 954.759033
	Iteration 41Q: 3 clusters Score -2885180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -2885286.250000 Penalty: 954.759033
	Iteration 42Q: 3 clusters Score -2885286 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -2885383.500000 Penalty: 954.759033
	Iteration 43Q: 3 clusters Score -2885384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -2885450.500000 Penalty: 954.759033
	Iteration 44Q: 3 clusters Score -2885450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -2885520.000000 Penalty: 954.759033
	Iteration 45Q: 3 clusters Score -2885520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -2885597.750000 Penalty: 954.759033
	Iteration 46Q: 3 clusters Score -2885598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -2885676.250000 Penalty: 954.759033
	Iteration 47Q: 3 clusters Score -2885676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -2885745.500000 Penalty: 954.759033
	Iteration 48Q: 3 clusters Score -2885746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -2885796.250000 Penalty: 954.759033
	Iteration 49Q: 3 clusters Score -2885796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -2885849.500000 Penalty: 954.759033
	Iteration 50Q: 3 clusters Score -2885850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -2885906.250000 Penalty: 954.759033
	Iteration 51Q: 3 clusters Score -2885906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -2885977.000000 Penalty: 954.759033
	Iteration 52Q: 3 clusters Score -2885977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -2886023.500000 Penalty: 954.759033
	Iteration 53Q: 3 clusters Score -2886024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -2886067.750000 Penalty: 954.759033
	Iteration 54Q: 3 clusters Score -2886068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -2886123.500000 Penalty: 954.759033
	Iteration 55Q: 3 clusters Score -2886124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -2886175.750000 Penalty: 954.759033
	Iteration 56Q: 3 clusters Score -2886176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -2886212.250000 Penalty: 954.759033
	Iteration 57Q: 3 clusters Score -2886212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -2886266.250000 Penalty: 954.759033
	Iteration 58Q: 3 clusters Score -2886266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -2886306.000000 Penalty: 954.759033
	Iteration 59Q: 3 clusters Score -2886306 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -2886334.250000 Penalty: 954.759033
	Iteration 60F: 3 clusters Score -2886334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -2886358.500000 Penalty: 954.759033
	Iteration 61Q: 3 clusters Score -2886358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -2886396.000000 Penalty: 954.759033
	Iteration 62Q: 3 clusters Score -2886396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -2886428.000000 Penalty: 954.759033
	Iteration 63Q: 3 clusters Score -2886428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -2886476.250000 Penalty: 954.759033
	Iteration 64Q: 3 clusters Score -2886476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -2886507.750000 Penalty: 954.759033
	Iteration 65Q: 3 clusters Score -2886508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -2886529.750000 Penalty: 954.759033
	Iteration 66Q: 3 clusters Score -2886530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -2886544.500000 Penalty: 954.759033
	Iteration 67Q: 3 clusters Score -2886544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -2886563.750000 Penalty: 954.759033
	Iteration 68Q: 3 clusters Score -2886564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -2886572.000000 Penalty: 954.759033
	Iteration 69Q: 3 clusters Score -2886572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2886572.500000 Penalty: 954.759033
	Iteration 70Q: 3 clusters Score -2886572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -2886585.500000 Penalty: 954.759033
	Iteration 71Q: 3 clusters Score -2886586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -2886595.500000 Penalty: 954.759033
	Iteration 72Q: 3 clusters Score -2886596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -2886601.500000 Penalty: 954.759033
	Iteration 73Q: 3 clusters Score -2886602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -2886606.750000 Penalty: 954.759033
	Iteration 74Q: 3 clusters Score -2886607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -2886604.500000 Penalty: 954.759033
	Iteration 75Q: 3 clusters Score -2886604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -2886601.750000 Penalty: 954.759033
	Iteration 76Q: 3 clusters Score -2886602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -2886610.000000 Penalty: 954.759033
	Iteration 77Q: 3 clusters Score -2886610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -2886613.250000 Penalty: 954.759033
	Iteration 78Q: 3 clusters Score -2886613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -2886618.250000 Penalty: 954.759033
	Iteration 79Q: 3 clusters Score -2886618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -2886621.250000 Penalty: 954.759033
	Iteration 80F: 3 clusters Score -2886621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2886626.500000 Penalty: 954.759033
	Iteration 81Q: 3 clusters Score -2886626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -2886633.250000 Penalty: 954.759033
	Iteration 82Q: 3 clusters Score -2886633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -2886633.250000 Penalty: 954.759033
	Iteration 83Q: 3 clusters Score -2886633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -2886640.750000 Penalty: 954.759033
	Iteration 84Q: 3 clusters Score -2886641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -2886638.750000 Penalty: 954.759033
	Iteration 85Q: 3 clusters Score -2886639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -2886642.750000 Penalty: 954.759033
	Iteration 86Q: 3 clusters Score -2886643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -2886639.250000 Penalty: 954.759033
	Iteration 87Q: 3 clusters Score -2886639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -2886640.000000 Penalty: 954.759033
	Iteration 88Q: 3 clusters Score -2886640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -2886642.750000 Penalty: 954.759033
	Iteration 89Q: 3 clusters Score -2886643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2886644.000000 Penalty: 954.759033
	Iteration 90Q: 3 clusters Score -2886644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -2886649.750000 Penalty: 954.759033
	Iteration 91Q: 3 clusters Score -2886650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -2886647.500000 Penalty: 954.759033
	Iteration 92Q: 3 clusters Score -2886648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -2886646.250000 Penalty: 954.759033
	Iteration 93Q: 3 clusters Score -2886646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -2886649.750000 Penalty: 954.759033
	Iteration 94Q: 3 clusters Score -2886650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -2886654.000000 Penalty: 954.759033
	Iteration 95Q: 3 clusters Score -2886654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -2886656.500000 Penalty: 954.759033
	Iteration 96Q: 3 clusters Score -2886656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -2886660.750000 Penalty: 954.759033
	Iteration 97Q: 3 clusters Score -2886661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -2886661.250000 Penalty: 954.759033
	Iteration 98Q: 3 clusters Score -2886661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -2886655.000000 Penalty: 954.759033
	Iteration 99Q: 3 clusters Score -2886655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -2886658.000000 Penalty: 954.759033
	Iteration 100F: 3 clusters Score -2886658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (10713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Entering Unmasked Estep 
Score: -877727.500000 Penalty: 422.204193
	Iteration 0F: 2 clusters Score -877727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -870588.625000 Penalty: 844.408386
	Iteration 0F: 3 clusters Score -870588.6 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -873281.625000 Penalty: 844.408386
	Iteration 1F: 3 clusters Score -873281.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -873398.250000 Penalty: 844.408386
	Iteration 2Q: 3 clusters Score -873398.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -873529.000000 Penalty: 844.408386
	Iteration 3Q: 3 clusters Score -873529 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -873701.500000 Penalty: 844.408386
	Iteration 4Q: 3 clusters Score -873701.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -873908.875000 Penalty: 844.408386
	Iteration 5Q: 3 clusters Score -873908.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -874214.437500 Penalty: 844.408386
	Iteration 6Q: 3 clusters Score -874214.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -874667.312500 Penalty: 844.408386
	Iteration 7F: 3 clusters Score -874667.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -875168.562500 Penalty: 844.408386
	Iteration 8F: 3 clusters Score -875168.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -875716.125000 Penalty: 844.408386
	Iteration 9F: 3 clusters Score -875716.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -876056.187500 Penalty: 844.408386
	Iteration 10F: 3 clusters Score -876056.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -876277.000000 Penalty: 844.408386
	Iteration 11Q: 3 clusters Score -876277 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -876521.062500 Penalty: 844.408386
	Iteration 12Q: 3 clusters Score -876521.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -876833.937500 Penalty: 844.408386
	Iteration 13Q: 3 clusters Score -876833.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -877101.625000 Penalty: 844.408386
	Iteration 14Q: 3 clusters Score -877101.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -877230.937500 Penalty: 844.408386
	Iteration 15Q: 3 clusters Score -877230.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -877284.312500 Penalty: 844.408386
	Iteration 16Q: 3 clusters Score -877284.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -877288.062500 Penalty: 844.408386
	Iteration 17Q: 3 clusters Score -877288.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -877306.750000 Penalty: 844.408386
	Iteration 18Q: 3 clusters Score -877306.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -877294.062500 Penalty: 844.408386
	Iteration 19Q: 3 clusters Score -877294.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -877309.687500 Penalty: 844.408386
	Iteration 20F: 3 clusters Score -877309.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -877309.687500 Penalty: 844.408386
	Iteration 21Q: 3 clusters Score -877309.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -877300.000000 Penalty: 844.408386
	Iteration 22Q: 3 clusters Score -877300 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -877323.187500 Penalty: 844.408386
	Iteration 23Q: 3 clusters Score -877323.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -877319.000000 Penalty: 844.408386
	Iteration 24Q: 3 clusters Score -877319 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -877297.687500 Penalty: 844.408386
	Iteration 25Q: 3 clusters Score -877297.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -877291.062500 Penalty: 844.408386
	Iteration 26Q: 3 clusters Score -877291.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -877288.687500 Penalty: 844.408386
	Iteration 27Q: 3 clusters Score -877288.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -877270.250000 Penalty: 844.408386
	Iteration 28Q: 3 clusters Score -877270.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -877251.187500 Penalty: 844.408386
	Iteration 29Q: 3 clusters Score -877251.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -877258.000000 Penalty: 844.408386
	Iteration 30Q: 3 clusters Score -877258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -877257.875000 Penalty: 844.408386
	Iteration 31Q: 3 clusters Score -877257.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -877255.812500 Penalty: 844.408386
	Iteration 32Q: 3 clusters Score -877255.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -877258.000000 Penalty: 844.408386
	Iteration 33Q: 3 clusters Score -877258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -877260.312500 Penalty: 844.408386
	Iteration 34Q: 3 clusters Score -877260.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -877267.687500 Penalty: 844.408386
	Iteration 35Q: 3 clusters Score -877267.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -877267.312500 Penalty: 844.408386
	Iteration 36Q: 3 clusters Score -877267.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -877263.812500 Penalty: 844.408386
	Iteration 37Q: 3 clusters Score -877263.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -877262.312500 Penalty: 844.408386
	Iteration 38Q: 3 clusters Score -877262.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -877265.500000 Penalty: 844.408386
	Iteration 39Q: 3 clusters Score -877265.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -877259.312500 Penalty: 844.408386
	Iteration 40F: 3 clusters Score -877259.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -877261.125000 Penalty: 844.408386
	Iteration 41Q: 3 clusters Score -877261.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -877256.250000 Penalty: 844.408386
	Iteration 42Q: 3 clusters Score -877256.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -877244.750000 Penalty: 844.408386
	Iteration 43Q: 3 clusters Score -877244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -877246.437500 Penalty: 844.408386
	Iteration 44Q: 3 clusters Score -877246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -877246.437500 Penalty: 844.408386
	Iteration 45F: 3 clusters Score -877246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -58791.031250 Penalty: 301.696106
	Iteration 0F: 2 clusters Score -58791.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58131.984375 Penalty: 603.392212
	Iteration 0F: 3 clusters Score -58131.98 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -58350.324219 Penalty: 603.392212
	Iteration 1F: 3 clusters Score -58350.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -58385.046875 Penalty: 603.392212
	Iteration 2F: 3 clusters Score -58385.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58398.914062 Penalty: 603.392212
	Iteration 3Q: 3 clusters Score -58398.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -58408.351562 Penalty: 603.392212
	Iteration 4Q: 3 clusters Score -58408.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58414.582031 Penalty: 603.392212
	Iteration 5Q: 3 clusters Score -58414.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58416.324219 Penalty: 603.392212
	Iteration 6Q: 3 clusters Score -58416.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58417.578125 Penalty: 603.392212
	Iteration 7Q: 3 clusters Score -58417.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -58418.273438 Penalty: 603.392212
	Iteration 8Q: 3 clusters Score -58418.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58418.707031 Penalty: 603.392212
	Iteration 9Q: 3 clusters Score -58418.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58419.093750 Penalty: 603.392212
	Iteration 10Q: 3 clusters Score -58419.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58419.093750 Penalty: 603.392212
	Iteration 11F: 3 clusters Score -58419.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -127852.906250 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -127852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -126653.921875 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -126653.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -127011.906250 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -127011.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127077.351562 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -127077.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -127148.835938 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -127148.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -127200.929688 Penalty: 671.489746
	Iteration 4Q: 3 clusters Score -127200.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -127245.929688 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -127245.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127280.968750 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -127281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -127325.593750 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -127325.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -127379.968750 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -127380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -127413.000000 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -127413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -127450.171875 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -127450.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -127481.945312 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -127481.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -127508.617188 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -127508.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -127533.281250 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -127533.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -127552.500000 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -127552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -127560.437500 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -127560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127565.601562 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -127565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127567.914062 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -127567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -127569.101562 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -127569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -127569.500000 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -127569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -127569.500000 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -127569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -114595.007812 Penalty: 332.140778
	Iteration 0F: 2 clusters Score -114595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113499.078125 Penalty: 664.281555
	Iteration 0F: 3 clusters Score -113499.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -113813.664062 Penalty: 664.281555
	Iteration 1F: 3 clusters Score -113813.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -113844.890625 Penalty: 664.281555
	Iteration 2F: 3 clusters Score -113844.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -113872.085938 Penalty: 664.281555
	Iteration 3Q: 3 clusters Score -113872.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113899.773438 Penalty: 664.281555
	Iteration 4Q: 3 clusters Score -113899.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113936.078125 Penalty: 664.281555
	Iteration 5Q: 3 clusters Score -113936.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -113989.695312 Penalty: 664.281555
	Iteration 6Q: 3 clusters Score -113989.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114054.609375 Penalty: 664.281555
	Iteration 7Q: 3 clusters Score -114054.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114105.742188 Penalty: 664.281555
	Iteration 8Q: 3 clusters Score -114105.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114152.460938 Penalty: 664.281555
	Iteration 9Q: 3 clusters Score -114152.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114196.968750 Penalty: 664.281555
	Iteration 10Q: 3 clusters Score -114197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -114223.593750 Penalty: 664.281555
	Iteration 11Q: 3 clusters Score -114223.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114240.304688 Penalty: 664.281555
	Iteration 12Q: 3 clusters Score -114240.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114260.406250 Penalty: 664.281555
	Iteration 13Q: 3 clusters Score -114260.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -114280.515625 Penalty: 664.281555
	Iteration 14Q: 3 clusters Score -114280.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114295.687500 Penalty: 664.281555
	Iteration 15Q: 3 clusters Score -114295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -114306.195312 Penalty: 664.281555
	Iteration 16Q: 3 clusters Score -114306.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -114325.335938 Penalty: 664.281555
	Iteration 17Q: 3 clusters Score -114325.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -114343.601562 Penalty: 664.281555
	Iteration 18Q: 3 clusters Score -114343.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -114364.335938 Penalty: 664.281555
	Iteration 19Q: 3 clusters Score -114364.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -114378.085938 Penalty: 664.281555
	Iteration 20F: 3 clusters Score -114378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -114385.148438 Penalty: 664.281555
	Iteration 21Q: 3 clusters Score -114385.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114387.289062 Penalty: 664.281555
	Iteration 22Q: 3 clusters Score -114387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -114387.953125 Penalty: 664.281555
	Iteration 23Q: 3 clusters Score -114388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -114388.078125 Penalty: 664.281555
	Iteration 24Q: 3 clusters Score -114388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -114388.210938 Penalty: 664.281555
	Iteration 25Q: 3 clusters Score -114388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -114388.609375 Penalty: 664.281555
	Iteration 26Q: 3 clusters Score -114388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -114389.109375 Penalty: 664.281555
	Iteration 27Q: 3 clusters Score -114389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -114389.820312 Penalty: 664.281555
	Iteration 28Q: 3 clusters Score -114389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -114391.125000 Penalty: 664.281555
	Iteration 29Q: 3 clusters Score -114391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -114391.945312 Penalty: 664.281555
	Iteration 30Q: 3 clusters Score -114391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114392.164062 Penalty: 664.281555
	Iteration 31Q: 3 clusters Score -114392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114392.164062 Penalty: 664.281555
	Iteration 32F: 3 clusters Score -114392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15239.484375 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15239.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14954.186523 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -14954.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15068.088867 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15068.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15093.856445 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15093.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15100.354492 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15100.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15109.000000 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15109.806641 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15109.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15110.416992 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -15110.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15110.416992 Penalty: 497.976624
	Iteration 7F: 3 clusters Score -15110.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -137170.671875 Penalty: 336.644775
	Iteration 0F: 2 clusters Score -137170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -135981.343750 Penalty: 673.289551
	Iteration 0F: 3 clusters Score -135981.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -136342.921875 Penalty: 673.289551
	Iteration 1F: 3 clusters Score -136342.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -136402.515625 Penalty: 673.289551
	Iteration 2F: 3 clusters Score -136402.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -136446.609375 Penalty: 673.289551
	Iteration 3F: 3 clusters Score -136446.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -136474.281250 Penalty: 673.289551
	Iteration 4Q: 3 clusters Score -136474.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -136507.218750 Penalty: 673.289551
	Iteration 5Q: 3 clusters Score -136507.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -136545.234375 Penalty: 673.289551
	Iteration 6Q: 3 clusters Score -136545.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -136588.875000 Penalty: 673.289551
	Iteration 7Q: 3 clusters Score -136588.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -136611.656250 Penalty: 673.289551
	Iteration 8Q: 3 clusters Score -136611.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -136635.031250 Penalty: 673.289551
	Iteration 9Q: 3 clusters Score -136635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -136679.046875 Penalty: 673.289551
	Iteration 10Q: 3 clusters Score -136679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -136717.234375 Penalty: 673.289551
	Iteration 11Q: 3 clusters Score -136717.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -136750.843750 Penalty: 673.289551
	Iteration 12Q: 3 clusters Score -136750.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -136780.093750 Penalty: 673.289551
	Iteration 13Q: 3 clusters Score -136780.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -136803.531250 Penalty: 673.289551
	Iteration 14Q: 3 clusters Score -136803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -136813.968750 Penalty: 673.289551
	Iteration 15Q: 3 clusters Score -136814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -136825.703125 Penalty: 673.289551
	Iteration 16Q: 3 clusters Score -136825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -136840.437500 Penalty: 673.289551
	Iteration 17Q: 3 clusters Score -136840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -136852.281250 Penalty: 673.289551
	Iteration 18Q: 3 clusters Score -136852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -136857.250000 Penalty: 673.289551
	Iteration 19Q: 3 clusters Score -136857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -136860.828125 Penalty: 673.289551
	Iteration 20F: 3 clusters Score -136860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -136862.796875 Penalty: 673.289551
	Iteration 21Q: 3 clusters Score -136862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -136866.406250 Penalty: 673.289551
	Iteration 22Q: 3 clusters Score -136866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -136871.656250 Penalty: 673.289551
	Iteration 23Q: 3 clusters Score -136871.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -136874.656250 Penalty: 673.289551
	Iteration 24Q: 3 clusters Score -136874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -136876.187500 Penalty: 673.289551
	Iteration 25Q: 3 clusters Score -136876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -136876.187500 Penalty: 673.289551
	Iteration 26F: 3 clusters Score -136876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (26001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Entering Unmasked Estep 
Score: -2103220.500000 Penalty: 462.548035
	Iteration 0F: 2 clusters Score -2103220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2086498.000000 Penalty: 925.096069
	Iteration 0F: 3 clusters Score -2086498 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2094664.375000 Penalty: 925.096069
	Iteration 1F: 3 clusters Score -2094664 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2095607.125000 Penalty: 925.096069
	Iteration 2F: 3 clusters Score -2095607 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2096872.875000 Penalty: 925.096069
	Iteration 3F: 3 clusters Score -2096873 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2098414.500000 Penalty: 925.096069
	Iteration 4F: 3 clusters Score -2098414 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2099514.750000 Penalty: 925.096069
	Iteration 5F: 3 clusters Score -2099515 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2099992.500000 Penalty: 925.096069
	Iteration 6Q: 3 clusters Score -2099992 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2100241.500000 Penalty: 925.096069
	Iteration 7Q: 3 clusters Score -2100242 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2100498.750000 Penalty: 925.096069
	Iteration 8Q: 3 clusters Score -2100499 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2100789.500000 Penalty: 925.096069
	Iteration 9Q: 3 clusters Score -2100790 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2101117.750000 Penalty: 925.096069
	Iteration 10Q: 3 clusters Score -2101118 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2101501.250000 Penalty: 925.096069
	Iteration 11Q: 3 clusters Score -2101501 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2101883.250000 Penalty: 925.096069
	Iteration 12Q: 3 clusters Score -2101883 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2102247.750000 Penalty: 925.096069
	Iteration 13Q: 3 clusters Score -2102248 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2102516.500000 Penalty: 925.096069
	Iteration 14Q: 3 clusters Score -2102516 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2102717.000000 Penalty: 925.096069
	Iteration 15Q: 3 clusters Score -2102717 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2102837.000000 Penalty: 925.096069
	Iteration 16Q: 3 clusters Score -2102837 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2102917.000000 Penalty: 925.096069
	Iteration 17Q: 3 clusters Score -2102917 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2102975.750000 Penalty: 925.096069
	Iteration 18Q: 3 clusters Score -2102976 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2103022.750000 Penalty: 925.096069
	Iteration 19Q: 3 clusters Score -2103023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2103061.250000 Penalty: 925.096069
	Iteration 20F: 3 clusters Score -2103061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2103078.500000 Penalty: 925.096069
	Iteration 21Q: 3 clusters Score -2103078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2103087.000000 Penalty: 925.096069
	Iteration 22Q: 3 clusters Score -2103087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2103086.750000 Penalty: 925.096069
	Iteration 23Q: 3 clusters Score -2103087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2103087.000000 Penalty: 925.096069
	Iteration 24Q: 3 clusters Score -2103087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2103085.500000 Penalty: 925.096069
	Iteration 25Q: 3 clusters Score -2103086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2103087.750000 Penalty: 925.096069
	Iteration 26Q: 3 clusters Score -2103088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2103088.250000 Penalty: 925.096069
	Iteration 27Q: 3 clusters Score -2103088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2103091.750000 Penalty: 925.096069
	Iteration 28Q: 3 clusters Score -2103092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2103093.250000 Penalty: 925.096069
	Iteration 29Q: 3 clusters Score -2103093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2103097.500000 Penalty: 925.096069
	Iteration 30Q: 3 clusters Score -2103098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2103096.750000 Penalty: 925.096069
	Iteration 31Q: 3 clusters Score -2103097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2103097.500000 Penalty: 925.096069
	Iteration 32Q: 3 clusters Score -2103098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2103097.000000 Penalty: 925.096069
	Iteration 33Q: 3 clusters Score -2103097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2103098.750000 Penalty: 925.096069
	Iteration 34Q: 3 clusters Score -2103099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2103098.500000 Penalty: 925.096069
	Iteration 35Q: 3 clusters Score -2103098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2103098.750000 Penalty: 925.096069
	Iteration 36Q: 3 clusters Score -2103099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2103098.750000 Penalty: 925.096069
	Iteration 37F: 3 clusters Score -2103099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -5452.821777 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5452.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5258.219238 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5258.219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5350.978516 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5350.979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5415.571777 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5415.572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -5456.629883 Penalty: 434.900208
	Iteration 3F: 3 clusters Score -5456.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -5496.799805 Penalty: 434.900208
	Iteration 4Q: 3 clusters Score -5496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -5506.206055 Penalty: 434.900208
	Iteration 5Q: 3 clusters Score -5506.206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5512.611328 Penalty: 434.900208
	Iteration 6Q: 3 clusters Score -5512.611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5520.523926 Penalty: 434.900208
	Iteration 7Q: 3 clusters Score -5520.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5520.523926 Penalty: 434.900208
	Iteration 8F: 3 clusters Score -5520.524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14959 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34650 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17996 members 
Mstep: Class 36 contains 21454 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 389 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19465 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14847 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21711 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21353 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19563 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10713 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 26001 members 
Mstep: Class 72 contains 64 members 
Mstep: Class 73 contains 12534 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 39682 members 
Mstep: Class 76 contains 19008 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2494 members 
Mstep: Class 80 contains 20772 members 
Mstep: Class 81 contains 6481 members 
Mstep: Class 82 contains 2295 members 
Mstep: Class 83 contains 22901 members 
Mstep: Class 84 contains 55 members 
Entering Unmasked Estep 
Score: -42173776.000000 Penalty: 50562.660156
Splitting cluster 72 changes total score from -42174092.000000 to -42173776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (12534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Entering Unmasked Estep 
Score: -1018524.437500 Penalty: 429.347107
	Iteration 0F: 2 clusters Score -1018524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1010208.187500 Penalty: 858.694214
	Iteration 0F: 3 clusters Score -1010208 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1013577.812500 Penalty: 858.694214
	Iteration 1F: 3 clusters Score -1013578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1013824.125000 Penalty: 858.694214
	Iteration 2Q: 3 clusters Score -1013824 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1014136.937500 Penalty: 858.694214
	Iteration 3F: 3 clusters Score -1014137 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1014633.562500 Penalty: 858.694214
	Iteration 4F: 3 clusters Score -1014634 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1015392.375000 Penalty: 858.694214
	Iteration 5F: 3 clusters Score -1015392 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1016364.062500 Penalty: 858.694214
	Iteration 6F: 3 clusters Score -1016364 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1017178.062500 Penalty: 858.694214
	Iteration 7F: 3 clusters Score -1017178 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1017554.375000 Penalty: 858.694214
	Iteration 8Q: 3 clusters Score -1017554 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1017747.125000 Penalty: 858.694214
	Iteration 9Q: 3 clusters Score -1017747 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1017888.000000 Penalty: 858.694214
	Iteration 10Q: 3 clusters Score -1017888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1017990.687500 Penalty: 858.694214
	Iteration 11Q: 3 clusters Score -1017991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1018071.750000 Penalty: 858.694214
	Iteration 12Q: 3 clusters Score -1018072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1018120.062500 Penalty: 858.694214
	Iteration 13Q: 3 clusters Score -1018120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1018144.687500 Penalty: 858.694214
	Iteration 14Q: 3 clusters Score -1018145 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1018162.437500 Penalty: 858.694214
	Iteration 15Q: 3 clusters Score -1018162 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1018166.812500 Penalty: 858.694214
	Iteration 16Q: 3 clusters Score -1018167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1018173.562500 Penalty: 858.694214
	Iteration 17Q: 3 clusters Score -1018174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1018178.000000 Penalty: 858.694214
	Iteration 18Q: 3 clusters Score -1018178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1018178.750000 Penalty: 858.694214
	Iteration 19Q: 3 clusters Score -1018179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1018181.125000 Penalty: 858.694214
	Iteration 20F: 3 clusters Score -1018181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1018177.562500 Penalty: 858.694214
	Iteration 21Q: 3 clusters Score -1018178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1018170.312500 Penalty: 858.694214
	Iteration 22Q: 3 clusters Score -1018170 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1018169.312500 Penalty: 858.694214
	Iteration 23Q: 3 clusters Score -1018169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1018170.687500 Penalty: 858.694214
	Iteration 24Q: 3 clusters Score -1018171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1018178.062500 Penalty: 858.694214
	Iteration 25Q: 3 clusters Score -1018178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1018184.687500 Penalty: 858.694214
	Iteration 26Q: 3 clusters Score -1018185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1018184.312500 Penalty: 858.694214
	Iteration 27Q: 3 clusters Score -1018184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1018184.937500 Penalty: 858.694214
	Iteration 28Q: 3 clusters Score -1018185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1018181.187500 Penalty: 858.694214
	Iteration 29Q: 3 clusters Score -1018181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1018181.750000 Penalty: 858.694214
	Iteration 30Q: 3 clusters Score -1018182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1018178.500000 Penalty: 858.694214
	Iteration 31Q: 3 clusters Score -1018178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1018178.125000 Penalty: 858.694214
	Iteration 32Q: 3 clusters Score -1018178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1018179.312500 Penalty: 858.694214
	Iteration 33Q: 3 clusters Score -1018179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1018180.187500 Penalty: 858.694214
	Iteration 34Q: 3 clusters Score -1018180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1018180.750000 Penalty: 858.694214
	Iteration 35Q: 3 clusters Score -1018181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1018179.312500 Penalty: 858.694214
	Iteration 36Q: 3 clusters Score -1018179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1018177.750000 Penalty: 858.694214
	Iteration 37Q: 3 clusters Score -1018178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1018178.187500 Penalty: 858.694214
	Iteration 38Q: 3 clusters Score -1018178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1018177.000000 Penalty: 858.694214
	Iteration 39Q: 3 clusters Score -1018177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1018176.062500 Penalty: 858.694214
	Iteration 40F: 3 clusters Score -1018176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1018174.437500 Penalty: 858.694214
	Iteration 41Q: 3 clusters Score -1018174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1018173.187500 Penalty: 858.694214
	Iteration 42Q: 3 clusters Score -1018173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1018173.187500 Penalty: 858.694214
	Iteration 43F: 3 clusters Score -1018173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14875.082031 Penalty: 245.821823
	Iteration 0F: 2 clusters Score -14875.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14551.294922 Penalty: 491.643646
	Iteration 0F: 3 clusters Score -14551.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14617.837891 Penalty: 491.643646
	Iteration 1F: 3 clusters Score -14617.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14651.812500 Penalty: 491.643646
	Iteration 2F: 3 clusters Score -14651.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14700.364258 Penalty: 491.643646
	Iteration 3F: 3 clusters Score -14700.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14739.556641 Penalty: 491.643646
	Iteration 4F: 3 clusters Score -14739.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14778.141602 Penalty: 491.643646
	Iteration 5F: 3 clusters Score -14778.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14806.954102 Penalty: 491.643646
	Iteration 6Q: 3 clusters Score -14806.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14825.759766 Penalty: 491.643646
	Iteration 7Q: 3 clusters Score -14825.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14833.041992 Penalty: 491.643646
	Iteration 8Q: 3 clusters Score -14833.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14835.775391 Penalty: 491.643646
	Iteration 9Q: 3 clusters Score -14835.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14836.785156 Penalty: 491.643646
	Iteration 10Q: 3 clusters Score -14836.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14836.785156 Penalty: 491.643646
	Iteration 11F: 3 clusters Score -14836.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (39682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Entering Unmasked Estep 
Score: -3205545.250000 Penalty: 481.783691
	Iteration 0F: 2 clusters Score -3205545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3184999.250000 Penalty: 963.567383
	Iteration 0F: 3 clusters Score -3184999 nChanged 19259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3197260.750000 Penalty: 963.567383
	Iteration 1F: 3 clusters Score -3197261 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3199449.000000 Penalty: 963.567383
	Iteration 2F: 3 clusters Score -3199449 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3202683.500000 Penalty: 963.567383
	Iteration 3F: 3 clusters Score -3202684 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3205288.000000 Penalty: 963.567383
	Iteration 4F: 3 clusters Score -3205288 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3206617.250000 Penalty: 963.567383
	Iteration 5F: 3 clusters Score -3206617 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3207470.750000 Penalty: 963.567383
	Iteration 6Q: 3 clusters Score -3207471 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3208213.000000 Penalty: 963.567383
	Iteration 7Q: 3 clusters Score -3208213 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3208862.000000 Penalty: 963.567383
	Iteration 8Q: 3 clusters Score -3208862 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3209384.500000 Penalty: 963.567383
	Iteration 9Q: 3 clusters Score -3209384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3209813.000000 Penalty: 963.567383
	Iteration 10Q: 3 clusters Score -3209813 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -3210053.000000 Penalty: 963.567383
	Iteration 11Q: 3 clusters Score -3210053 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3210217.250000 Penalty: 963.567383
	Iteration 12Q: 3 clusters Score -3210217 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3210235.000000 Penalty: 963.567383
	Iteration 13Q: 3 clusters Score -3210235 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3210182.000000 Penalty: 963.567383
	Iteration 14Q: 3 clusters Score -3210182 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3210225.000000 Penalty: 963.567383
	Iteration 15Q: 3 clusters Score -3210225 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3210220.500000 Penalty: 963.567383
	Iteration 16Q: 3 clusters Score -3210220 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -3210163.000000 Penalty: 963.567383
	Iteration 17Q: 3 clusters Score -3210163 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3210103.750000 Penalty: 963.567383
	Iteration 18Q: 3 clusters Score -3210104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3210035.500000 Penalty: 963.567383
	Iteration 19Q: 3 clusters Score -3210036 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3210044.500000 Penalty: 963.567383
	Iteration 20F: 3 clusters Score -3210044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3209988.500000 Penalty: 963.567383
	Iteration 21Q: 3 clusters Score -3209988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3209956.750000 Penalty: 963.567383
	Iteration 22Q: 3 clusters Score -3209957 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3209877.500000 Penalty: 963.567383
	Iteration 23Q: 3 clusters Score -3209878 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3209759.250000 Penalty: 963.567383
	Iteration 24Q: 3 clusters Score -3209759 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3209718.750000 Penalty: 963.567383
	Iteration 25Q: 3 clusters Score -3209719 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3209673.000000 Penalty: 963.567383
	Iteration 26Q: 3 clusters Score -3209673 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3209608.500000 Penalty: 963.567383
	Iteration 27Q: 3 clusters Score -3209608 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3209535.500000 Penalty: 963.567383
	Iteration 28Q: 3 clusters Score -3209536 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3209465.500000 Penalty: 963.567383
	Iteration 29Q: 3 clusters Score -3209466 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3209399.750000 Penalty: 963.567383
	Iteration 30Q: 3 clusters Score -3209400 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3209285.500000 Penalty: 963.567383
	Iteration 31Q: 3 clusters Score -3209286 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3209229.000000 Penalty: 963.567383
	Iteration 32Q: 3 clusters Score -3209229 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3209086.500000 Penalty: 963.567383
	Iteration 33Q: 3 clusters Score -3209086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3208968.000000 Penalty: 963.567383
	Iteration 34Q: 3 clusters Score -3208968 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3208925.750000 Penalty: 963.567383
	Iteration 35Q: 3 clusters Score -3208926 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -3208880.250000 Penalty: 963.567383
	Iteration 36Q: 3 clusters Score -3208880 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3208778.750000 Penalty: 963.567383
	Iteration 37Q: 3 clusters Score -3208779 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3208670.750000 Penalty: 963.567383
	Iteration 38Q: 3 clusters Score -3208671 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3208580.500000 Penalty: 963.567383
	Iteration 39Q: 3 clusters Score -3208580 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3208453.500000 Penalty: 963.567383
	Iteration 40F: 3 clusters Score -3208454 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3208326.000000 Penalty: 963.567383
	Iteration 41Q: 3 clusters Score -3208326 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3208210.250000 Penalty: 963.567383
	Iteration 42Q: 3 clusters Score -3208210 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -3208124.000000 Penalty: 963.567383
	Iteration 43Q: 3 clusters Score -3208124 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -3208086.500000 Penalty: 963.567383
	Iteration 44Q: 3 clusters Score -3208086 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3207978.000000 Penalty: 963.567383
	Iteration 45Q: 3 clusters Score -3207978 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3207904.000000 Penalty: 963.567383
	Iteration 46Q: 3 clusters Score -3207904 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3207779.500000 Penalty: 963.567383
	Iteration 47Q: 3 clusters Score -3207780 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3207704.500000 Penalty: 963.567383
	Iteration 48Q: 3 clusters Score -3207704 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3207678.750000 Penalty: 963.567383
	Iteration 49Q: 3 clusters Score -3207679 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3207674.750000 Penalty: 963.567383
	Iteration 50Q: 3 clusters Score -3207675 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3207630.250000 Penalty: 963.567383
	Iteration 51Q: 3 clusters Score -3207630 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3207598.250000 Penalty: 963.567383
	Iteration 52Q: 3 clusters Score -3207598 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3207542.000000 Penalty: 963.567383
	Iteration 53Q: 3 clusters Score -3207542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3207483.000000 Penalty: 963.567383
	Iteration 54Q: 3 clusters Score -3207483 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3207402.000000 Penalty: 963.567383
	Iteration 55Q: 3 clusters Score -3207402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3207260.750000 Penalty: 963.567383
	Iteration 56Q: 3 clusters Score -3207261 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3207153.000000 Penalty: 963.567383
	Iteration 57Q: 3 clusters Score -3207153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3207047.750000 Penalty: 963.567383
	Iteration 58Q: 3 clusters Score -3207048 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3206971.750000 Penalty: 963.567383
	Iteration 59Q: 3 clusters Score -3206972 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3206917.000000 Penalty: 963.567383
	Iteration 60F: 3 clusters Score -3206917 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3206870.500000 Penalty: 963.567383
	Iteration 61Q: 3 clusters Score -3206870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3206821.750000 Penalty: 963.567383
	Iteration 62Q: 3 clusters Score -3206822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3206791.000000 Penalty: 963.567383
	Iteration 63Q: 3 clusters Score -3206791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3206797.250000 Penalty: 963.567383
	Iteration 64Q: 3 clusters Score -3206797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3206792.750000 Penalty: 963.567383
	Iteration 65Q: 3 clusters Score -3206793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3206791.500000 Penalty: 963.567383
	Iteration 66Q: 3 clusters Score -3206792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3206792.250000 Penalty: 963.567383
	Iteration 67Q: 3 clusters Score -3206792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -3206794.750000 Penalty: 963.567383
	Iteration 68Q: 3 clusters Score -3206795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3206793.500000 Penalty: 963.567383
	Iteration 69Q: 3 clusters Score -3206794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3206800.500000 Penalty: 963.567383
	Iteration 70Q: 3 clusters Score -3206800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3206796.000000 Penalty: 963.567383
	Iteration 71Q: 3 clusters Score -3206796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3206801.500000 Penalty: 963.567383
	Iteration 72Q: 3 clusters Score -3206802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3206801.500000 Penalty: 963.567383
	Iteration 73F: 3 clusters Score -3206802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14959 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34650 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17996 members 
Mstep: Class 36 contains 21454 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 389 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19465 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14847 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21711 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21353 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19563 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10713 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 26001 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12534 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37041 members 
Mstep: Class 76 contains 19008 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2494 members 
Mstep: Class 80 contains 20772 members 
Mstep: Class 81 contains 6481 members 
Mstep: Class 82 contains 2295 members 
Mstep: Class 83 contains 22901 members 
Mstep: Class 84 contains 2641 members 
Entering Unmasked Estep 
Score: -42175108.000000 Penalty: 50562.660156
Splitting cluster 75 changes total score from -42174092.000000 to -42175108.000000
So it's getting split into cluster 84.
Entering ConstructFrom: 
Trying to split cluster 76 (19008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Entering Unmasked Estep 
Score: -1558331.125000 Penalty: 448.294006
	Iteration 0F: 2 clusters Score -1558331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1545710.375000 Penalty: 896.588013
	Iteration 0F: 3 clusters Score -1545710 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1550781.125000 Penalty: 896.588013
	Iteration 1F: 3 clusters Score -1550781 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1551074.875000 Penalty: 896.588013
	Iteration 2Q: 3 clusters Score -1551075 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1551437.500000 Penalty: 896.588013
	Iteration 3Q: 3 clusters Score -1551438 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1551846.875000 Penalty: 896.588013
	Iteration 4F: 3 clusters Score -1551847 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1552241.125000 Penalty: 896.588013
	Iteration 5F: 3 clusters Score -1552241 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1552592.375000 Penalty: 896.588013
	Iteration 6Q: 3 clusters Score -1552592 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1552873.875000 Penalty: 896.588013
	Iteration 7Q: 3 clusters Score -1552874 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1553075.750000 Penalty: 896.588013
	Iteration 8Q: 3 clusters Score -1553076 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1553215.500000 Penalty: 896.588013
	Iteration 9Q: 3 clusters Score -1553216 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1553319.750000 Penalty: 896.588013
	Iteration 10Q: 3 clusters Score -1553320 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1553396.625000 Penalty: 896.588013
	Iteration 11Q: 3 clusters Score -1553397 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1553433.500000 Penalty: 896.588013
	Iteration 12Q: 3 clusters Score -1553434 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1553460.500000 Penalty: 896.588013
	Iteration 13Q: 3 clusters Score -1553460 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1553484.625000 Penalty: 896.588013
	Iteration 14Q: 3 clusters Score -1553485 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1553500.125000 Penalty: 896.588013
	Iteration 15Q: 3 clusters Score -1553500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1553518.625000 Penalty: 896.588013
	Iteration 16Q: 3 clusters Score -1553519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1553533.250000 Penalty: 896.588013
	Iteration 17Q: 3 clusters Score -1553533 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1553555.125000 Penalty: 896.588013
	Iteration 18Q: 3 clusters Score -1553555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1553595.375000 Penalty: 896.588013
	Iteration 19Q: 3 clusters Score -1553595 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1553636.750000 Penalty: 896.588013
	Iteration 20F: 3 clusters Score -1553637 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1553682.000000 Penalty: 896.588013
	Iteration 21Q: 3 clusters Score -1553682 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1553758.875000 Penalty: 896.588013
	Iteration 22Q: 3 clusters Score -1553759 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1553854.250000 Penalty: 896.588013
	Iteration 23Q: 3 clusters Score -1553854 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1553984.750000 Penalty: 896.588013
	Iteration 24Q: 3 clusters Score -1553985 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1554157.875000 Penalty: 896.588013
	Iteration 25Q: 3 clusters Score -1554158 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1554405.375000 Penalty: 896.588013
	Iteration 26Q: 3 clusters Score -1554405 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1554682.125000 Penalty: 896.588013
	Iteration 27Q: 3 clusters Score -1554682 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1555058.750000 Penalty: 896.588013
	Iteration 28Q: 3 clusters Score -1555059 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1555525.250000 Penalty: 896.588013
	Iteration 29Q: 3 clusters Score -1555525 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1556029.625000 Penalty: 896.588013
	Iteration 30Q: 3 clusters Score -1556030 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1556481.875000 Penalty: 896.588013
	Iteration 31Q: 3 clusters Score -1556482 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1556882.875000 Penalty: 896.588013
	Iteration 32Q: 3 clusters Score -1556883 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1557229.250000 Penalty: 896.588013
	Iteration 33Q: 3 clusters Score -1557229 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1557475.125000 Penalty: 896.588013
	Iteration 34Q: 3 clusters Score -1557475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1557613.875000 Penalty: 896.588013
	Iteration 35Q: 3 clusters Score -1557614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1557728.000000 Penalty: 896.588013
	Iteration 36Q: 3 clusters Score -1557728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1557798.625000 Penalty: 896.588013
	Iteration 37Q: 3 clusters Score -1557799 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1557836.750000 Penalty: 896.588013
	Iteration 38Q: 3 clusters Score -1557837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1557861.000000 Penalty: 896.588013
	Iteration 39Q: 3 clusters Score -1557861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1557880.500000 Penalty: 896.588013
	Iteration 40F: 3 clusters Score -1557880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1557894.875000 Penalty: 896.588013
	Iteration 41Q: 3 clusters Score -1557895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1557904.750000 Penalty: 896.588013
	Iteration 42Q: 3 clusters Score -1557905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -1557909.250000 Penalty: 896.588013
	Iteration 43Q: 3 clusters Score -1557909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1557915.875000 Penalty: 896.588013
	Iteration 44Q: 3 clusters Score -1557916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1557923.875000 Penalty: 896.588013
	Iteration 45Q: 3 clusters Score -1557924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1557930.250000 Penalty: 896.588013
	Iteration 46Q: 3 clusters Score -1557930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1557938.375000 Penalty: 896.588013
	Iteration 47Q: 3 clusters Score -1557938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -1557946.875000 Penalty: 896.588013
	Iteration 48Q: 3 clusters Score -1557947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -1557949.750000 Penalty: 896.588013
	Iteration 49Q: 3 clusters Score -1557950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1557959.250000 Penalty: 896.588013
	Iteration 50Q: 3 clusters Score -1557959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1557963.750000 Penalty: 896.588013
	Iteration 51Q: 3 clusters Score -1557964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1557967.875000 Penalty: 896.588013
	Iteration 52Q: 3 clusters Score -1557968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1557968.625000 Penalty: 896.588013
	Iteration 53Q: 3 clusters Score -1557969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1557970.875000 Penalty: 896.588013
	Iteration 54Q: 3 clusters Score -1557971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1557970.875000 Penalty: 896.588013
	Iteration 55F: 3 clusters Score -1557971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6522.198730 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6522.199 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 64 members 
Entering Unmasked Estep 
Score: -6318.458984 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6318.459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6395.214355 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6395.214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6425.175293 Penalty: 437.165894
	Iteration 2F: 3 clusters Score -6425.175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6439.148438 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6439.148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6441.260742 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6441.261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6441.260742 Penalty: 437.165894
	Iteration 5F: 3 clusters Score -6441.261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7222.077148 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7222.077 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 101 members 
Entering Unmasked Estep 
Score: -6934.672363 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -6934.672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -7050.933594 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7050.934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7072.361328 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -7072.361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7085.676270 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -7085.676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7096.827148 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -7096.827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7114.687012 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -7114.687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7122.796875 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -7122.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7127.622559 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -7127.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7127.622559 Penalty: 483.948914
	Iteration 8F: 3 clusters Score -7127.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -203757.187500 Penalty: 355.884766
	Iteration 0F: 2 clusters Score -203757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -201991.718750 Penalty: 711.769531
	Iteration 0F: 3 clusters Score -201991.7 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -202553.812500 Penalty: 711.769531
	Iteration 1F: 3 clusters Score -202553.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -202634.000000 Penalty: 711.769531
	Iteration 2F: 3 clusters Score -202634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -202692.593750 Penalty: 711.769531
	Iteration 3F: 3 clusters Score -202692.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -202762.859375 Penalty: 711.769531
	Iteration 4Q: 3 clusters Score -202762.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202842.046875 Penalty: 711.769531
	Iteration 5Q: 3 clusters Score -202842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -202930.671875 Penalty: 711.769531
	Iteration 6Q: 3 clusters Score -202930.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -203024.062500 Penalty: 711.769531
	Iteration 7Q: 3 clusters Score -203024.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203115.218750 Penalty: 711.769531
	Iteration 8Q: 3 clusters Score -203115.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -203200.812500 Penalty: 711.769531
	Iteration 9Q: 3 clusters Score -203200.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -203251.000000 Penalty: 711.769531
	Iteration 10Q: 3 clusters Score -203251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -203275.906250 Penalty: 711.769531
	Iteration 11Q: 3 clusters Score -203275.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -203301.750000 Penalty: 711.769531
	Iteration 12Q: 3 clusters Score -203301.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -203330.250000 Penalty: 711.769531
	Iteration 13Q: 3 clusters Score -203330.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -203347.187500 Penalty: 711.769531
	Iteration 14Q: 3 clusters Score -203347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -203364.500000 Penalty: 711.769531
	Iteration 15Q: 3 clusters Score -203364.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -203371.781250 Penalty: 711.769531
	Iteration 16Q: 3 clusters Score -203371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -203380.828125 Penalty: 711.769531
	Iteration 17Q: 3 clusters Score -203380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -203387.953125 Penalty: 711.769531
	Iteration 18Q: 3 clusters Score -203388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -203391.578125 Penalty: 711.769531
	Iteration 19Q: 3 clusters Score -203391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -203394.546875 Penalty: 711.769531
	Iteration 20F: 3 clusters Score -203394.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -203397.765625 Penalty: 711.769531
	Iteration 21Q: 3 clusters Score -203397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -203400.187500 Penalty: 711.769531
	Iteration 22Q: 3 clusters Score -203400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -203400.515625 Penalty: 711.769531
	Iteration 23Q: 3 clusters Score -203400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -203400.906250 Penalty: 711.769531
	Iteration 24Q: 3 clusters Score -203400.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -203400.906250 Penalty: 711.769531
	Iteration 25F: 3 clusters Score -203400.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (20772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Entering Unmasked Estep 
Score: -1684112.250000 Penalty: 452.331940
	Iteration 0F: 2 clusters Score -1684112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1670428.750000 Penalty: 904.663879
	Iteration 0F: 3 clusters Score -1670429 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1676387.125000 Penalty: 904.663879
	Iteration 1F: 3 clusters Score -1676387 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1676857.125000 Penalty: 904.663879
	Iteration 2Q: 3 clusters Score -1676857 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1677584.875000 Penalty: 904.663879
	Iteration 3F: 3 clusters Score -1677585 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1678753.125000 Penalty: 904.663879
	Iteration 4F: 3 clusters Score -1678753 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1680122.250000 Penalty: 904.663879
	Iteration 5F: 3 clusters Score -1680122 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1681088.250000 Penalty: 904.663879
	Iteration 6F: 3 clusters Score -1681088 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1681722.625000 Penalty: 904.663879
	Iteration 7Q: 3 clusters Score -1681723 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1682340.000000 Penalty: 904.663879
	Iteration 8Q: 3 clusters Score -1682340 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1682921.625000 Penalty: 904.663879
	Iteration 9Q: 3 clusters Score -1682922 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1683360.250000 Penalty: 904.663879
	Iteration 10Q: 3 clusters Score -1683360 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1683617.000000 Penalty: 904.663879
	Iteration 11Q: 3 clusters Score -1683617 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1683759.000000 Penalty: 904.663879
	Iteration 12Q: 3 clusters Score -1683759 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1683823.750000 Penalty: 904.663879
	Iteration 13Q: 3 clusters Score -1683824 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1683861.750000 Penalty: 904.663879
	Iteration 14Q: 3 clusters Score -1683862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1683891.625000 Penalty: 904.663879
	Iteration 15Q: 3 clusters Score -1683892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1683906.625000 Penalty: 904.663879
	Iteration 16Q: 3 clusters Score -1683907 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1683920.500000 Penalty: 904.663879
	Iteration 17Q: 3 clusters Score -1683920 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1683926.750000 Penalty: 904.663879
	Iteration 18Q: 3 clusters Score -1683927 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1683934.125000 Penalty: 904.663879
	Iteration 19Q: 3 clusters Score -1683934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1683928.625000 Penalty: 904.663879
	Iteration 20F: 3 clusters Score -1683929 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1683934.250000 Penalty: 904.663879
	Iteration 21Q: 3 clusters Score -1683934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1683936.750000 Penalty: 904.663879
	Iteration 22Q: 3 clusters Score -1683937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1683932.250000 Penalty: 904.663879
	Iteration 23Q: 3 clusters Score -1683932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1683925.375000 Penalty: 904.663879
	Iteration 24Q: 3 clusters Score -1683925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1683920.500000 Penalty: 904.663879
	Iteration 25Q: 3 clusters Score -1683920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1683920.125000 Penalty: 904.663879
	Iteration 26Q: 3 clusters Score -1683920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1683922.000000 Penalty: 904.663879
	Iteration 27Q: 3 clusters Score -1683922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1683917.375000 Penalty: 904.663879
	Iteration 28Q: 3 clusters Score -1683917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1683913.750000 Penalty: 904.663879
	Iteration 29Q: 3 clusters Score -1683914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1683909.625000 Penalty: 904.663879
	Iteration 30Q: 3 clusters Score -1683910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1683915.750000 Penalty: 904.663879
	Iteration 31Q: 3 clusters Score -1683916 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1683903.375000 Penalty: 904.663879
	Iteration 32Q: 3 clusters Score -1683903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1683908.750000 Penalty: 904.663879
	Iteration 33Q: 3 clusters Score -1683909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1683906.500000 Penalty: 904.663879
	Iteration 34Q: 3 clusters Score -1683906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1683909.250000 Penalty: 904.663879
	Iteration 35Q: 3 clusters Score -1683909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1683912.500000 Penalty: 904.663879
	Iteration 36Q: 3 clusters Score -1683912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1683905.000000 Penalty: 904.663879
	Iteration 37Q: 3 clusters Score -1683905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1683905.000000 Penalty: 904.663879
	Iteration 38Q: 3 clusters Score -1683905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1683904.875000 Penalty: 904.663879
	Iteration 39Q: 3 clusters Score -1683905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1683900.125000 Penalty: 904.663879
	Iteration 40F: 3 clusters Score -1683900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1683895.125000 Penalty: 904.663879
	Iteration 41Q: 3 clusters Score -1683895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1683886.500000 Penalty: 904.663879
	Iteration 42Q: 3 clusters Score -1683886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1683884.625000 Penalty: 904.663879
	Iteration 43Q: 3 clusters Score -1683885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1683879.875000 Penalty: 904.663879
	Iteration 44Q: 3 clusters Score -1683880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1683887.000000 Penalty: 904.663879
	Iteration 45Q: 3 clusters Score -1683887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1683884.750000 Penalty: 904.663879
	Iteration 46Q: 3 clusters Score -1683885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1683884.625000 Penalty: 904.663879
	Iteration 47Q: 3 clusters Score -1683885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1683882.000000 Penalty: 904.663879
	Iteration 48Q: 3 clusters Score -1683882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1683886.375000 Penalty: 904.663879
	Iteration 49Q: 3 clusters Score -1683886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1683881.875000 Penalty: 904.663879
	Iteration 50Q: 3 clusters Score -1683882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1683881.875000 Penalty: 904.663879
	Iteration 51Q: 3 clusters Score -1683882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1683880.000000 Penalty: 904.663879
	Iteration 52Q: 3 clusters Score -1683880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1683876.000000 Penalty: 904.663879
	Iteration 53Q: 3 clusters Score -1683876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1683880.000000 Penalty: 904.663879
	Iteration 54Q: 3 clusters Score -1683880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1683873.375000 Penalty: 904.663879
	Iteration 55Q: 3 clusters Score -1683873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1683874.250000 Penalty: 904.663879
	Iteration 56Q: 3 clusters Score -1683874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1683872.625000 Penalty: 904.663879
	Iteration 57Q: 3 clusters Score -1683873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1683870.000000 Penalty: 904.663879
	Iteration 58Q: 3 clusters Score -1683870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1683876.875000 Penalty: 904.663879
	Iteration 59Q: 3 clusters Score -1683877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1683872.375000 Penalty: 904.663879
	Iteration 60F: 3 clusters Score -1683872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1683877.250000 Penalty: 904.663879
	Iteration 61Q: 3 clusters Score -1683877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1683876.750000 Penalty: 904.663879
	Iteration 62Q: 3 clusters Score -1683877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1683878.750000 Penalty: 904.663879
	Iteration 63Q: 3 clusters Score -1683879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1683878.500000 Penalty: 904.663879
	Iteration 64Q: 3 clusters Score -1683878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1683877.000000 Penalty: 904.663879
	Iteration 65Q: 3 clusters Score -1683877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1683879.000000 Penalty: 904.663879
	Iteration 66Q: 3 clusters Score -1683879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1683881.250000 Penalty: 904.663879
	Iteration 67Q: 3 clusters Score -1683881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1683873.625000 Penalty: 904.663879
	Iteration 68Q: 3 clusters Score -1683874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1683870.250000 Penalty: 904.663879
	Iteration 69Q: 3 clusters Score -1683870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1683865.875000 Penalty: 904.663879
	Iteration 70Q: 3 clusters Score -1683866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1683856.875000 Penalty: 904.663879
	Iteration 71Q: 3 clusters Score -1683857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1683858.500000 Penalty: 904.663879
	Iteration 72Q: 3 clusters Score -1683858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1683862.875000 Penalty: 904.663879
	Iteration 73Q: 3 clusters Score -1683863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1683867.125000 Penalty: 904.663879
	Iteration 74Q: 3 clusters Score -1683867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1683862.250000 Penalty: 904.663879
	Iteration 75Q: 3 clusters Score -1683862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1683863.750000 Penalty: 904.663879
	Iteration 76Q: 3 clusters Score -1683864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1683861.125000 Penalty: 904.663879
	Iteration 77Q: 3 clusters Score -1683861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1683863.875000 Penalty: 904.663879
	Iteration 78Q: 3 clusters Score -1683864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1683865.000000 Penalty: 904.663879
	Iteration 79Q: 3 clusters Score -1683865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1683870.750000 Penalty: 904.663879
	Iteration 80F: 3 clusters Score -1683871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1683869.875000 Penalty: 904.663879
	Iteration 81Q: 3 clusters Score -1683870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1683866.375000 Penalty: 904.663879
	Iteration 82Q: 3 clusters Score -1683866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1683869.500000 Penalty: 904.663879
	Iteration 83Q: 3 clusters Score -1683870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1683865.625000 Penalty: 904.663879
	Iteration 84Q: 3 clusters Score -1683866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1683866.750000 Penalty: 904.663879
	Iteration 85Q: 3 clusters Score -1683867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1683863.750000 Penalty: 904.663879
	Iteration 86Q: 3 clusters Score -1683864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1683861.500000 Penalty: 904.663879
	Iteration 87Q: 3 clusters Score -1683862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1683862.375000 Penalty: 904.663879
	Iteration 88Q: 3 clusters Score -1683862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1683863.375000 Penalty: 904.663879
	Iteration 89Q: 3 clusters Score -1683863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1683864.625000 Penalty: 904.663879
	Iteration 90Q: 3 clusters Score -1683865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1683864.625000 Penalty: 904.663879
	Iteration 91F: 3 clusters Score -1683865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (6481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Entering Unmasked Estep 
Score: -535753.500000 Penalty: 399.336670
	Iteration 0F: 2 clusters Score -535753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -531348.437500 Penalty: 798.673340
	Iteration 0F: 3 clusters Score -531348.4 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -532955.187500 Penalty: 798.673340
	Iteration 1F: 3 clusters Score -532955.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -533105.500000 Penalty: 798.673340
	Iteration 2F: 3 clusters Score -533105.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -533288.187500 Penalty: 798.673340
	Iteration 3F: 3 clusters Score -533288.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -533558.812500 Penalty: 798.673340
	Iteration 4F: 3 clusters Score -533558.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -533923.437500 Penalty: 798.673340
	Iteration 5F: 3 clusters Score -533923.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -534308.812500 Penalty: 798.673340
	Iteration 6F: 3 clusters Score -534308.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -534676.875000 Penalty: 798.673340
	Iteration 7F: 3 clusters Score -534676.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -534967.250000 Penalty: 798.673340
	Iteration 8Q: 3 clusters Score -534967.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -535152.937500 Penalty: 798.673340
	Iteration 9Q: 3 clusters Score -535152.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -535238.500000 Penalty: 798.673340
	Iteration 10Q: 3 clusters Score -535238.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -535294.375000 Penalty: 798.673340
	Iteration 11Q: 3 clusters Score -535294.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -535338.562500 Penalty: 798.673340
	Iteration 12Q: 3 clusters Score -535338.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -535370.500000 Penalty: 798.673340
	Iteration 13Q: 3 clusters Score -535370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -535388.750000 Penalty: 798.673340
	Iteration 14Q: 3 clusters Score -535388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -535398.937500 Penalty: 798.673340
	Iteration 15Q: 3 clusters Score -535398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -535400.875000 Penalty: 798.673340
	Iteration 16Q: 3 clusters Score -535400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -535400.437500 Penalty: 798.673340
	Iteration 17Q: 3 clusters Score -535400.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -535400.437500 Penalty: 798.673340
	Iteration 18F: 3 clusters Score -535400.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -190369.031250 Penalty: 352.101227
	Iteration 0F: 2 clusters Score -190369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -188716.531250 Penalty: 704.202454
	Iteration 0F: 3 clusters Score -188716.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -189221.046875 Penalty: 704.202454
	Iteration 1F: 3 clusters Score -189221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189278.781250 Penalty: 704.202454
	Iteration 2F: 3 clusters Score -189278.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -189332.406250 Penalty: 704.202454
	Iteration 3F: 3 clusters Score -189332.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189379.765625 Penalty: 704.202454
	Iteration 4Q: 3 clusters Score -189379.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189413.187500 Penalty: 704.202454
	Iteration 5Q: 3 clusters Score -189413.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -189447.703125 Penalty: 704.202454
	Iteration 6Q: 3 clusters Score -189447.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -189481.406250 Penalty: 704.202454
	Iteration 7Q: 3 clusters Score -189481.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -189528.343750 Penalty: 704.202454
	Iteration 8Q: 3 clusters Score -189528.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189583.765625 Penalty: 704.202454
	Iteration 9Q: 3 clusters Score -189583.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -189642.546875 Penalty: 704.202454
	Iteration 10Q: 3 clusters Score -189642.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -189710.937500 Penalty: 704.202454
	Iteration 11Q: 3 clusters Score -189710.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -189780.906250 Penalty: 704.202454
	Iteration 12Q: 3 clusters Score -189780.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -189866.468750 Penalty: 704.202454
	Iteration 13Q: 3 clusters Score -189866.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -189938.468750 Penalty: 704.202454
	Iteration 14Q: 3 clusters Score -189938.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -189986.843750 Penalty: 704.202454
	Iteration 15Q: 3 clusters Score -189986.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -190006.968750 Penalty: 704.202454
	Iteration 16Q: 3 clusters Score -190007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -190018.984375 Penalty: 704.202454
	Iteration 17Q: 3 clusters Score -190019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -190023.906250 Penalty: 704.202454
	Iteration 18Q: 3 clusters Score -190023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -190028.015625 Penalty: 704.202454
	Iteration 19Q: 3 clusters Score -190028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -190034.546875 Penalty: 704.202454
	Iteration 20F: 3 clusters Score -190034.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -190043.750000 Penalty: 704.202454
	Iteration 21Q: 3 clusters Score -190043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -190051.015625 Penalty: 704.202454
	Iteration 22Q: 3 clusters Score -190051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -190058.578125 Penalty: 704.202454
	Iteration 23Q: 3 clusters Score -190058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -190060.140625 Penalty: 704.202454
	Iteration 24Q: 3 clusters Score -190060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -190063.640625 Penalty: 704.202454
	Iteration 25Q: 3 clusters Score -190063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -190063.640625 Penalty: 704.202454
	Iteration 26F: 3 clusters Score -190063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (22901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Entering Unmasked Estep 
Score: -1848319.250000 Penalty: 456.771576
	Iteration 0F: 2 clusters Score -1848319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1833510.375000 Penalty: 913.543152
	Iteration 0F: 3 clusters Score -1833510 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1840229.125000 Penalty: 913.543152
	Iteration 1F: 3 clusters Score -1840229 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1840899.375000 Penalty: 913.543152
	Iteration 2F: 3 clusters Score -1840899 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1841873.375000 Penalty: 913.543152
	Iteration 3F: 3 clusters Score -1841873 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1843238.500000 Penalty: 913.543152
	Iteration 4F: 3 clusters Score -1843238 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1844929.625000 Penalty: 913.543152
	Iteration 5F: 3 clusters Score -1844930 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1846355.000000 Penalty: 913.543152
	Iteration 6F: 3 clusters Score -1846355 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1847099.875000 Penalty: 913.543152
	Iteration 7Q: 3 clusters Score -1847100 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1847423.000000 Penalty: 913.543152
	Iteration 8Q: 3 clusters Score -1847423 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1847633.500000 Penalty: 913.543152
	Iteration 9Q: 3 clusters Score -1847634 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1847789.875000 Penalty: 913.543152
	Iteration 10Q: 3 clusters Score -1847790 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1847906.375000 Penalty: 913.543152
	Iteration 11Q: 3 clusters Score -1847906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1847996.500000 Penalty: 913.543152
	Iteration 12Q: 3 clusters Score -1847996 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1848053.875000 Penalty: 913.543152
	Iteration 13Q: 3 clusters Score -1848054 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1848088.875000 Penalty: 913.543152
	Iteration 14Q: 3 clusters Score -1848089 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1848110.500000 Penalty: 913.543152
	Iteration 15Q: 3 clusters Score -1848110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1848129.500000 Penalty: 913.543152
	Iteration 16Q: 3 clusters Score -1848130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1848151.625000 Penalty: 913.543152
	Iteration 17Q: 3 clusters Score -1848152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1848157.750000 Penalty: 913.543152
	Iteration 18Q: 3 clusters Score -1848158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1848162.125000 Penalty: 913.543152
	Iteration 19Q: 3 clusters Score -1848162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1848173.000000 Penalty: 913.543152
	Iteration 20F: 3 clusters Score -1848173 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1848167.125000 Penalty: 913.543152
	Iteration 21Q: 3 clusters Score -1848167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1848171.250000 Penalty: 913.543152
	Iteration 22Q: 3 clusters Score -1848171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1848183.375000 Penalty: 913.543152
	Iteration 23Q: 3 clusters Score -1848183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1848179.375000 Penalty: 913.543152
	Iteration 24Q: 3 clusters Score -1848179 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1848179.125000 Penalty: 913.543152
	Iteration 25Q: 3 clusters Score -1848179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1848185.250000 Penalty: 913.543152
	Iteration 26Q: 3 clusters Score -1848185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1848177.250000 Penalty: 913.543152
	Iteration 27Q: 3 clusters Score -1848177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1848175.750000 Penalty: 913.543152
	Iteration 28Q: 3 clusters Score -1848176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1848187.000000 Penalty: 913.543152
	Iteration 29Q: 3 clusters Score -1848187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1848183.000000 Penalty: 913.543152
	Iteration 30Q: 3 clusters Score -1848183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1848174.750000 Penalty: 913.543152
	Iteration 31Q: 3 clusters Score -1848175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1848175.750000 Penalty: 913.543152
	Iteration 32Q: 3 clusters Score -1848176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1848172.000000 Penalty: 913.543152
	Iteration 33Q: 3 clusters Score -1848172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1848171.125000 Penalty: 913.543152
	Iteration 34Q: 3 clusters Score -1848171 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1848175.250000 Penalty: 913.543152
	Iteration 35Q: 3 clusters Score -1848175 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1848174.750000 Penalty: 913.543152
	Iteration 36Q: 3 clusters Score -1848175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1848173.125000 Penalty: 913.543152
	Iteration 37Q: 3 clusters Score -1848173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1848173.500000 Penalty: 913.543152
	Iteration 38Q: 3 clusters Score -1848174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1848173.000000 Penalty: 913.543152
	Iteration 39Q: 3 clusters Score -1848173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1848172.250000 Penalty: 913.543152
	Iteration 40F: 3 clusters Score -1848172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1848173.250000 Penalty: 913.543152
	Iteration 41Q: 3 clusters Score -1848173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1848172.875000 Penalty: 913.543152
	Iteration 42Q: 3 clusters Score -1848173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1848173.875000 Penalty: 913.543152
	Iteration 43Q: 3 clusters Score -1848174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1848176.125000 Penalty: 913.543152
	Iteration 44Q: 3 clusters Score -1848176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1848180.125000 Penalty: 913.543152
	Iteration 45Q: 3 clusters Score -1848180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1848178.625000 Penalty: 913.543152
	Iteration 46Q: 3 clusters Score -1848179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1848183.750000 Penalty: 913.543152
	Iteration 47Q: 3 clusters Score -1848184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1848175.875000 Penalty: 913.543152
	Iteration 48Q: 3 clusters Score -1848176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1848180.375000 Penalty: 913.543152
	Iteration 49Q: 3 clusters Score -1848180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1848185.000000 Penalty: 913.543152
	Iteration 50Q: 3 clusters Score -1848185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1848178.625000 Penalty: 913.543152
	Iteration 51Q: 3 clusters Score -1848179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1848179.500000 Penalty: 913.543152
	Iteration 52Q: 3 clusters Score -1848180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1848180.625000 Penalty: 913.543152
	Iteration 53Q: 3 clusters Score -1848181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1848180.875000 Penalty: 913.543152
	Iteration 54Q: 3 clusters Score -1848181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1848177.375000 Penalty: 913.543152
	Iteration 55Q: 3 clusters Score -1848177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1848178.750000 Penalty: 913.543152
	Iteration 56Q: 3 clusters Score -1848179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1848178.250000 Penalty: 913.543152
	Iteration 57Q: 3 clusters Score -1848178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1848182.625000 Penalty: 913.543152
	Iteration 58Q: 3 clusters Score -1848183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1848183.500000 Penalty: 913.543152
	Iteration 59Q: 3 clusters Score -1848184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1848183.500000 Penalty: 913.543152
	Iteration 60F: 3 clusters Score -1848184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1848182.125000 Penalty: 913.543152
	Iteration 61Q: 3 clusters Score -1848182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1848183.250000 Penalty: 913.543152
	Iteration 62Q: 3 clusters Score -1848183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1848183.625000 Penalty: 913.543152
	Iteration 63Q: 3 clusters Score -1848184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1848183.625000 Penalty: 913.543152
	Iteration 64F: 3 clusters Score -1848184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4004 members 
Mstep: Class 3 contains 23200 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18700 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6208 members 
Mstep: Class 15 contains 7731 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14959 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 2855 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23059 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34650 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17996 members 
Mstep: Class 36 contains 21454 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 389 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19465 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14847 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21711 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21353 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19563 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1365 members 
Mstep: Class 64 contains 36021 members 
Mstep: Class 65 contains 10713 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 26001 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12534 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 37041 members 
Mstep: Class 76 contains 19008 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2494 members 
Mstep: Class 80 contains 20772 members 
Mstep: Class 81 contains 6481 members 
Mstep: Class 82 contains 2295 members 
Mstep: Class 83 contains 22901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 44. Lose 601.441711 but Gain 601.937500
Score: -42175164.000000 Penalty: 49960.722656
Iteration 439Q: 84 clusters Score -4.217516e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18667 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 7905 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14918 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13320 members 
Mstep: Class 26 contains 2857 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23058 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34619 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18172 members 
Mstep: Class 36 contains 21465 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19654 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14844 members 
Mstep: Class 53 contains 3981 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21710 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21346 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19556 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1362 members 
Mstep: Class 64 contains 36015 members 
Mstep: Class 65 contains 10702 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1602 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1636 members 
Mstep: Class 71 contains 26023 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12583 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 36982 members 
Mstep: Class 76 contains 18938 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2472 members 
Mstep: Class 80 contains 20790 members 
Mstep: Class 81 contains 6544 members 
Mstep: Class 82 contains 2290 members 
Mstep: Class 83 contains 22906 members 
Mstep: Class 84 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175688.000000 Penalty: 49960.722656
Iteration 440F: 84 clusters Score -4.217569e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4000 members 
Mstep: Class 3 contains 23207 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18646 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6379 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6205 members 
Mstep: Class 15 contains 7971 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23056 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34605 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 18055 members 
Mstep: Class 36 contains 21476 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1808 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 19828 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14842 members 
Mstep: Class 53 contains 3982 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21707 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21347 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19547 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1360 members 
Mstep: Class 64 contains 36008 members 
Mstep: Class 65 contains 10695 members 
Mstep: Class 66 contains 758 members 
Mstep: Class 67 contains 1604 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1636 members 
Mstep: Class 71 contains 26047 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12641 members 
Mstep: Class 74 contains 222 members 
Mstep: Class 75 contains 36961 members 
Mstep: Class 76 contains 18872 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2454 members 
Mstep: Class 80 contains 20806 members 
Mstep: Class 81 contains 6504 members 
Mstep: Class 82 contains 2282 members 
Mstep: Class 83 contains 22876 members 
Mstep: Class 84 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175776.000000 Penalty: 49960.722656
Iteration 441Q: 84 clusters Score -4.217578e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 8047 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1178 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23048 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34578 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17940 members 
Mstep: Class 36 contains 21499 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1809 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 20018 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14843 members 
Mstep: Class 53 contains 3980 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21728 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21352 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5476 members 
Mstep: Class 61 contains 19529 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1356 members 
Mstep: Class 64 contains 35999 members 
Mstep: Class 65 contains 10679 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 26071 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12688 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 36995 members 
Mstep: Class 76 contains 18779 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2419 members 
Mstep: Class 80 contains 20812 members 
Mstep: Class 81 contains 6431 members 
Mstep: Class 82 contains 2270 members 
Mstep: Class 83 contains 22881 members 
Mstep: Class 84 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175896.000000 Penalty: 49960.722656
Iteration 442Q: 84 clusters Score -4.21759e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 6386 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 8133 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14805 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23047 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34550 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17835 members 
Mstep: Class 36 contains 21524 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1811 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 20209 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14845 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21752 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21348 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5474 members 
Mstep: Class 61 contains 19517 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1354 members 
Mstep: Class 64 contains 35996 members 
Mstep: Class 65 contains 10663 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1637 members 
Mstep: Class 71 contains 26084 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12723 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37080 members 
Mstep: Class 76 contains 18683 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2380 members 
Mstep: Class 80 contains 20806 members 
Mstep: Class 81 contains 6327 members 
Mstep: Class 82 contains 2254 members 
Mstep: Class 83 contains 22870 members 
Mstep: Class 84 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176040.000000 Penalty: 49960.722656
Iteration 443Q: 84 clusters Score -4.217604e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3995 members 
Mstep: Class 3 contains 23193 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1337 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 9 contains 1247 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6202 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14770 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13295 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23045 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34523 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17745 members 
Mstep: Class 36 contains 21548 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 20391 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14851 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21776 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21347 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5472 members 
Mstep: Class 61 contains 19500 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1351 members 
Mstep: Class 64 contains 35988 members 
Mstep: Class 65 contains 10656 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1638 members 
Mstep: Class 71 contains 26081 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12758 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37148 members 
Mstep: Class 76 contains 18617 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2349 members 
Mstep: Class 80 contains 20795 members 
Mstep: Class 81 contains 6206 members 
Mstep: Class 82 contains 2245 members 
Mstep: Class 83 contains 22845 members 
Mstep: Class 84 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176052.000000 Penalty: 49960.722656
Iteration 444Q: 84 clusters Score -4.217605e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 23196 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18565 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 6392 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3177 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 8258 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14729 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23052 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34503 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17639 members 
Mstep: Class 36 contains 21558 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 20606 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14855 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21799 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21332 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5470 members 
Mstep: Class 61 contains 19478 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1353 members 
Mstep: Class 64 contains 35988 members 
Mstep: Class 65 contains 10650 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1642 members 
Mstep: Class 71 contains 26079 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12800 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37261 members 
Mstep: Class 76 contains 18590 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2304 members 
Mstep: Class 80 contains 20771 members 
Mstep: Class 81 contains 6074 members 
Mstep: Class 82 contains 2235 members 
Mstep: Class 83 contains 22780 members 
Mstep: Class 84 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175936.000000 Penalty: 49960.722656
Iteration 445Q: 84 clusters Score -4.217594e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18547 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 6392 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14685 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23068 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34472 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17527 members 
Mstep: Class 36 contains 21571 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 20805 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14859 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21833 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21333 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5470 members 
Mstep: Class 61 contains 19458 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1351 members 
Mstep: Class 64 contains 35985 members 
Mstep: Class 65 contains 10641 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1653 members 
Mstep: Class 71 contains 26051 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12837 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37367 members 
Mstep: Class 76 contains 18581 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2271 members 
Mstep: Class 80 contains 20751 members 
Mstep: Class 81 contains 5949 members 
Mstep: Class 82 contains 2225 members 
Mstep: Class 83 contains 22702 members 
Mstep: Class 84 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175908.000000 Penalty: 49960.722656
Iteration 446Q: 84 clusters Score -4.217591e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 23216 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1287 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18517 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14637 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13287 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23076 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34457 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17403 members 
Mstep: Class 36 contains 21580 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21017 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14863 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21864 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21322 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5469 members 
Mstep: Class 61 contains 19453 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1346 members 
Mstep: Class 64 contains 35980 members 
Mstep: Class 65 contains 10642 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1660 members 
Mstep: Class 71 contains 26042 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12872 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37452 members 
Mstep: Class 76 contains 18548 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2234 members 
Mstep: Class 80 contains 20734 members 
Mstep: Class 81 contains 5816 members 
Mstep: Class 82 contains 2218 members 
Mstep: Class 83 contains 22645 members 
Mstep: Class 84 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175844.000000 Penalty: 49960.722656
Iteration 447Q: 84 clusters Score -4.217584e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3983 members 
Mstep: Class 3 contains 23223 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18485 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 6401 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14591 members 
Mstep: Class 19 contains 2946 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1290 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13284 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23086 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34428 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17311 members 
Mstep: Class 36 contains 21582 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14867 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21880 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21324 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5470 members 
Mstep: Class 61 contains 19433 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1339 members 
Mstep: Class 64 contains 35981 members 
Mstep: Class 65 contains 10641 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1661 members 
Mstep: Class 71 contains 26044 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12909 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37524 members 
Mstep: Class 76 contains 18530 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2209 members 
Mstep: Class 80 contains 20719 members 
Mstep: Class 81 contains 5663 members 
Mstep: Class 82 contains 2211 members 
Mstep: Class 83 contains 22596 members 
Mstep: Class 84 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175900.000000 Penalty: 49960.722656
Iteration 448Q: 84 clusters Score -4.21759e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 23227 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18463 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3175 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 8507 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14539 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1316 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23089 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34398 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17243 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1814 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21355 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14868 members 
Mstep: Class 53 contains 3975 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21881 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21332 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5471 members 
Mstep: Class 61 contains 19431 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1336 members 
Mstep: Class 64 contains 35978 members 
Mstep: Class 65 contains 10640 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1657 members 
Mstep: Class 71 contains 26049 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12947 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37602 members 
Mstep: Class 76 contains 18524 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2193 members 
Mstep: Class 80 contains 20712 members 
Mstep: Class 81 contains 5515 members 
Mstep: Class 82 contains 2203 members 
Mstep: Class 83 contains 22539 members 
Mstep: Class 84 contains 3174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175812.000000 Penalty: 49960.722656
Iteration 449Q: 84 clusters Score -4.217581e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 23233 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18442 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8548 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14481 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1331 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13272 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23091 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34385 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17170 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4385 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21471 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14871 members 
Mstep: Class 53 contains 3976 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21893 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21344 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5471 members 
Mstep: Class 61 contains 19413 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1330 members 
Mstep: Class 64 contains 35973 members 
Mstep: Class 65 contains 10634 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1657 members 
Mstep: Class 71 contains 26055 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 12987 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37708 members 
Mstep: Class 76 contains 18540 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2170 members 
Mstep: Class 80 contains 20700 members 
Mstep: Class 81 contains 5364 members 
Mstep: Class 82 contains 2195 members 
Mstep: Class 83 contains 22502 members 
Mstep: Class 84 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175808.000000 Penalty: 49960.722656
Iteration 450Q: 84 clusters Score -4.217581e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3989 members 
Mstep: Class 3 contains 23238 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18424 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14418 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1345 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13265 members 
Mstep: Class 26 contains 2843 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23095 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34362 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 17077 members 
Mstep: Class 36 contains 21607 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4385 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21617 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14875 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21905 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21366 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5471 members 
Mstep: Class 61 contains 19402 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1318 members 
Mstep: Class 64 contains 35967 members 
Mstep: Class 65 contains 10629 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1661 members 
Mstep: Class 71 contains 26059 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13020 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37834 members 
Mstep: Class 76 contains 18567 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2151 members 
Mstep: Class 80 contains 20693 members 
Mstep: Class 81 contains 5239 members 
Mstep: Class 82 contains 2184 members 
Mstep: Class 83 contains 22426 members 
Mstep: Class 84 contains 3242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175556.000000 Penalty: 49960.722656
Iteration 451Q: 84 clusters Score -4.217556e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3994 members 
Mstep: Class 3 contains 23247 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18403 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6410 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8680 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14357 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13256 members 
Mstep: Class 26 contains 2840 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23086 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34353 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16982 members 
Mstep: Class 36 contains 21609 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4384 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21762 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21917 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21366 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5471 members 
Mstep: Class 61 contains 19392 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1305 members 
Mstep: Class 64 contains 35967 members 
Mstep: Class 65 contains 10622 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1673 members 
Mstep: Class 71 contains 26072 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13061 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 37975 members 
Mstep: Class 76 contains 18600 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2130 members 
Mstep: Class 80 contains 20691 members 
Mstep: Class 81 contains 5137 members 
Mstep: Class 82 contains 2165 members 
Mstep: Class 83 contains 22353 members 
Mstep: Class 84 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175532.000000 Penalty: 49960.722656
Iteration 452Q: 84 clusters Score -4.217553e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18379 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6412 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8723 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13251 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23078 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 890 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34337 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16894 members 
Mstep: Class 36 contains 21607 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4382 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1815 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21883 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14881 members 
Mstep: Class 53 contains 3978 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21913 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21361 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5472 members 
Mstep: Class 61 contains 19378 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1289 members 
Mstep: Class 64 contains 35966 members 
Mstep: Class 65 contains 10615 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1677 members 
Mstep: Class 71 contains 26081 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13110 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 38125 members 
Mstep: Class 76 contains 18660 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2108 members 
Mstep: Class 80 contains 20678 members 
Mstep: Class 81 contains 5050 members 
Mstep: Class 82 contains 2147 members 
Mstep: Class 83 contains 22284 members 
Mstep: Class 84 contains 3166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175516.000000 Penalty: 49960.722656
Iteration 453Q: 84 clusters Score -4.217552e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18326 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8765 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14271 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13248 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23074 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 891 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34311 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16808 members 
Mstep: Class 36 contains 21612 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4382 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1817 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 21999 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14879 members 
Mstep: Class 53 contains 3977 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21891 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21374 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5472 members 
Mstep: Class 61 contains 19355 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1277 members 
Mstep: Class 64 contains 35968 members 
Mstep: Class 65 contains 10611 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1685 members 
Mstep: Class 71 contains 26094 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13154 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 38240 members 
Mstep: Class 76 contains 18750 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2077 members 
Mstep: Class 80 contains 20676 members 
Mstep: Class 81 contains 5020 members 
Mstep: Class 82 contains 2135 members 
Mstep: Class 83 contains 22196 members 
Mstep: Class 84 contains 3090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175396.000000 Penalty: 49960.722656
Iteration 454Q: 84 clusters Score -4.21754e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 23364 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3171 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14244 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1372 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13244 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1607 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23073 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 892 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34278 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16726 members 
Mstep: Class 36 contains 21617 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4384 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1816 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22077 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 3976 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21860 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21383 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5472 members 
Mstep: Class 61 contains 19338 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1267 members 
Mstep: Class 64 contains 35961 members 
Mstep: Class 65 contains 10615 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1695 members 
Mstep: Class 71 contains 26117 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13198 members 
Mstep: Class 74 contains 221 members 
Mstep: Class 75 contains 38365 members 
Mstep: Class 76 contains 18852 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2044 members 
Mstep: Class 80 contains 20666 members 
Mstep: Class 81 contains 4993 members 
Mstep: Class 82 contains 2124 members 
Mstep: Class 83 contains 22115 members 
Mstep: Class 84 contains 2996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175216.000000 Penalty: 49960.722656
Iteration 455Q: 84 clusters Score -4.217522e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4045 members 
Mstep: Class 3 contains 23434 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18257 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 8832 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14218 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13240 members 
Mstep: Class 26 contains 2840 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23072 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 893 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34242 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16637 members 
Mstep: Class 36 contains 21602 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4385 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1816 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22151 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 3979 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21825 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21391 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5472 members 
Mstep: Class 61 contains 19324 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1264 members 
Mstep: Class 64 contains 35948 members 
Mstep: Class 65 contains 10615 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1710 members 
Mstep: Class 71 contains 26131 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13251 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38473 members 
Mstep: Class 76 contains 18965 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 2006 members 
Mstep: Class 80 contains 20666 members 
Mstep: Class 81 contains 4966 members 
Mstep: Class 82 contains 2112 members 
Mstep: Class 83 contains 22021 members 
Mstep: Class 84 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175188.000000 Penalty: 49960.722656
Iteration 456Q: 84 clusters Score -4.217519e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4068 members 
Mstep: Class 3 contains 23486 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18224 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 8851 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14185 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1386 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13236 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23076 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 894 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34207 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16562 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1817 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22220 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14880 members 
Mstep: Class 53 contains 3984 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21796 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21406 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5471 members 
Mstep: Class 61 contains 19317 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1261 members 
Mstep: Class 64 contains 35940 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1719 members 
Mstep: Class 71 contains 26130 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13308 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38572 members 
Mstep: Class 76 contains 19074 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1971 members 
Mstep: Class 80 contains 20665 members 
Mstep: Class 81 contains 4930 members 
Mstep: Class 82 contains 2098 members 
Mstep: Class 83 contains 21922 members 
Mstep: Class 84 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175156.000000 Penalty: 49960.722656
Iteration 457Q: 84 clusters Score -4.217516e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4096 members 
Mstep: Class 3 contains 23549 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18172 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13233 members 
Mstep: Class 26 contains 2842 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23073 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 895 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34169 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16478 members 
Mstep: Class 36 contains 21590 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1819 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22294 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14883 members 
Mstep: Class 53 contains 3986 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21771 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 21435 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5469 members 
Mstep: Class 61 contains 19322 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1253 members 
Mstep: Class 64 contains 35935 members 
Mstep: Class 65 contains 10625 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1724 members 
Mstep: Class 71 contains 26123 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13365 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38670 members 
Mstep: Class 76 contains 19187 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1944 members 
Mstep: Class 80 contains 20646 members 
Mstep: Class 81 contains 4899 members 
Mstep: Class 82 contains 2086 members 
Mstep: Class 83 contains 21811 members 
Mstep: Class 84 contains 2776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175068.000000 Penalty: 49960.722656
Iteration 458Q: 84 clusters Score -4.217507e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 23631 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18101 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 8926 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14121 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13235 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23075 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34123 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16400 members 
Mstep: Class 36 contains 21562 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1821 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22386 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14888 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21747 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21486 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19320 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1249 members 
Mstep: Class 64 contains 35929 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1718 members 
Mstep: Class 71 contains 26103 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13416 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38716 members 
Mstep: Class 76 contains 19308 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1920 members 
Mstep: Class 80 contains 20623 members 
Mstep: Class 81 contains 4899 members 
Mstep: Class 82 contains 2078 members 
Mstep: Class 83 contains 21692 members 
Mstep: Class 84 contains 2748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175200.000000 Penalty: 49960.722656
Iteration 459Q: 84 clusters Score -4.21752e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 23718 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 18040 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 3351 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14092 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1402 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13237 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23070 members 
Mstep: Class 30 contains 7054 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34072 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16324 members 
Mstep: Class 36 contains 21551 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4385 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1827 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22436 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14900 members 
Mstep: Class 53 contains 3985 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21723 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21542 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5461 members 
Mstep: Class 61 contains 19317 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1247 members 
Mstep: Class 64 contains 35916 members 
Mstep: Class 65 contains 10619 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1714 members 
Mstep: Class 71 contains 26089 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13456 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38732 members 
Mstep: Class 76 contains 19402 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1889 members 
Mstep: Class 80 contains 20602 members 
Mstep: Class 81 contains 4910 members 
Mstep: Class 82 contains 2067 members 
Mstep: Class 83 contains 21624 members 
Mstep: Class 84 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175108.000000 Penalty: 49960.722656
Iteration 460F: 84 clusters Score -4.217511e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4142 members 
Mstep: Class 3 contains 23805 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17943 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14072 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1413 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13234 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23068 members 
Mstep: Class 30 contains 7057 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34033 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16239 members 
Mstep: Class 36 contains 21543 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4385 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1833 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22494 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14907 members 
Mstep: Class 53 contains 3987 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21687 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21584 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5456 members 
Mstep: Class 61 contains 19306 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1248 members 
Mstep: Class 64 contains 35905 members 
Mstep: Class 65 contains 10608 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1714 members 
Mstep: Class 71 contains 26069 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13492 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38754 members 
Mstep: Class 76 contains 19515 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1865 members 
Mstep: Class 80 contains 20589 members 
Mstep: Class 81 contains 4883 members 
Mstep: Class 82 contains 2057 members 
Mstep: Class 83 contains 21566 members 
Mstep: Class 84 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175044.000000 Penalty: 49960.722656
Iteration 461Q: 84 clusters Score -4.217504e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 23894 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17858 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13229 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23073 members 
Mstep: Class 30 contains 7058 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33988 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16159 members 
Mstep: Class 36 contains 21518 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4386 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22542 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14906 members 
Mstep: Class 53 contains 3988 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21647 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21640 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5456 members 
Mstep: Class 61 contains 19290 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1247 members 
Mstep: Class 64 contains 35897 members 
Mstep: Class 65 contains 10587 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1709 members 
Mstep: Class 71 contains 26057 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13534 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38778 members 
Mstep: Class 76 contains 19621 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1841 members 
Mstep: Class 80 contains 20580 members 
Mstep: Class 81 contains 4860 members 
Mstep: Class 82 contains 2047 members 
Mstep: Class 83 contains 21516 members 
Mstep: Class 84 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175112.000000 Penalty: 49960.722656
Iteration 462Q: 84 clusters Score -4.217511e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 23970 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17780 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9157 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 14018 members 
Mstep: Class 19 contains 2966 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1425 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13227 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23077 members 
Mstep: Class 30 contains 7058 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33934 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16082 members 
Mstep: Class 36 contains 21483 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22584 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14905 members 
Mstep: Class 53 contains 3992 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21603 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21704 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5455 members 
Mstep: Class 61 contains 19282 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1245 members 
Mstep: Class 64 contains 35890 members 
Mstep: Class 65 contains 10572 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1699 members 
Mstep: Class 71 contains 26068 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13573 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38803 members 
Mstep: Class 76 contains 19741 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1814 members 
Mstep: Class 80 contains 20578 members 
Mstep: Class 81 contains 4824 members 
Mstep: Class 82 contains 2046 members 
Mstep: Class 83 contains 21456 members 
Mstep: Class 84 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175196.000000 Penalty: 49960.722656
Iteration 463Q: 84 clusters Score -4.21752e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 24070 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17694 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6433 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13224 members 
Mstep: Class 26 contains 2852 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23078 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33878 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 16021 members 
Mstep: Class 36 contains 21456 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22653 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14911 members 
Mstep: Class 53 contains 3992 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21539 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21783 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5453 members 
Mstep: Class 61 contains 19274 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1243 members 
Mstep: Class 64 contains 35886 members 
Mstep: Class 65 contains 10560 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1696 members 
Mstep: Class 71 contains 26064 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13600 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38846 members 
Mstep: Class 76 contains 19863 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1790 members 
Mstep: Class 80 contains 20575 members 
Mstep: Class 81 contains 4781 members 
Mstep: Class 82 contains 2037 members 
Mstep: Class 83 contains 21382 members 
Mstep: Class 84 contains 2794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175176.000000 Penalty: 49960.722656
Iteration 464Q: 84 clusters Score -4.217518e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 24167 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17622 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13931 members 
Mstep: Class 19 contains 2968 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1434 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13221 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23080 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33819 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15966 members 
Mstep: Class 36 contains 21446 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1310 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22698 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14913 members 
Mstep: Class 53 contains 3993 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21475 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21868 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5452 members 
Mstep: Class 61 contains 19264 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1241 members 
Mstep: Class 64 contains 35888 members 
Mstep: Class 65 contains 10559 members 
Mstep: Class 66 contains 759 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1700 members 
Mstep: Class 71 contains 26047 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13613 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38884 members 
Mstep: Class 76 contains 19976 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1761 members 
Mstep: Class 80 contains 20569 members 
Mstep: Class 81 contains 4742 members 
Mstep: Class 82 contains 2034 members 
Mstep: Class 83 contains 21317 members 
Mstep: Class 84 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175232.000000 Penalty: 49960.722656
Iteration 465Q: 84 clusters Score -4.217523e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4253 members 
Mstep: Class 3 contains 24265 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17544 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6437 members 
Mstep: Class 11 contains 3349 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13899 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1441 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13217 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23086 members 
Mstep: Class 30 contains 7062 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33784 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15928 members 
Mstep: Class 36 contains 21441 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1309 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22743 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14915 members 
Mstep: Class 53 contains 3994 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21409 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21928 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5450 members 
Mstep: Class 61 contains 19264 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1240 members 
Mstep: Class 64 contains 35885 members 
Mstep: Class 65 contains 10556 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1697 members 
Mstep: Class 71 contains 26019 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13624 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 38937 members 
Mstep: Class 76 contains 20085 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1732 members 
Mstep: Class 80 contains 20549 members 
Mstep: Class 81 contains 4698 members 
Mstep: Class 82 contains 2033 members 
Mstep: Class 83 contains 21243 members 
Mstep: Class 84 contains 2813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175116.000000 Penalty: 49960.722656
Iteration 466Q: 84 clusters Score -4.217512e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 24364 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17462 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6437 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1448 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23089 members 
Mstep: Class 30 contains 7060 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33756 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15886 members 
Mstep: Class 36 contains 21439 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22765 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1101 members 
Mstep: Class 52 contains 14921 members 
Mstep: Class 53 contains 3994 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21358 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 21996 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5450 members 
Mstep: Class 61 contains 19268 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1244 members 
Mstep: Class 64 contains 35881 members 
Mstep: Class 65 contains 10557 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1691 members 
Mstep: Class 71 contains 25978 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13631 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39009 members 
Mstep: Class 76 contains 20200 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1705 members 
Mstep: Class 80 contains 20540 members 
Mstep: Class 81 contains 4615 members 
Mstep: Class 82 contains 2034 members 
Mstep: Class 83 contains 21169 members 
Mstep: Class 84 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175056.000000 Penalty: 49960.722656
Iteration 467Q: 84 clusters Score -4.217506e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 24445 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17384 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13846 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13213 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23078 members 
Mstep: Class 30 contains 7059 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33719 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15849 members 
Mstep: Class 36 contains 21453 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22788 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14929 members 
Mstep: Class 53 contains 3995 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21297 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22071 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5449 members 
Mstep: Class 61 contains 19259 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1247 members 
Mstep: Class 64 contains 35882 members 
Mstep: Class 65 contains 10557 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1479 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1683 members 
Mstep: Class 71 contains 25949 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13642 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39080 members 
Mstep: Class 76 contains 20309 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1681 members 
Mstep: Class 80 contains 20529 members 
Mstep: Class 81 contains 4535 members 
Mstep: Class 82 contains 2030 members 
Mstep: Class 83 contains 21108 members 
Mstep: Class 84 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174944.000000 Penalty: 49960.722656
Iteration 468Q: 84 clusters Score -4.217494e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4321 members 
Mstep: Class 3 contains 24507 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17297 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 3348 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9351 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13210 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23070 members 
Mstep: Class 30 contains 7056 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33694 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15824 members 
Mstep: Class 36 contains 21475 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1836 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22835 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14934 members 
Mstep: Class 53 contains 3996 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21249 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22145 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5452 members 
Mstep: Class 61 contains 19244 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1249 members 
Mstep: Class 64 contains 35880 members 
Mstep: Class 65 contains 10560 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1674 members 
Mstep: Class 71 contains 25923 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13648 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39164 members 
Mstep: Class 76 contains 20406 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1656 members 
Mstep: Class 80 contains 20528 members 
Mstep: Class 81 contains 4431 members 
Mstep: Class 82 contains 2022 members 
Mstep: Class 83 contains 21047 members 
Mstep: Class 84 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174788.000000 Penalty: 49960.722656
Iteration 469Q: 84 clusters Score -4.217479e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 24583 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17189 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3174 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9370 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13795 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13206 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23057 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33685 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15799 members 
Mstep: Class 36 contains 21494 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1837 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22887 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14933 members 
Mstep: Class 53 contains 3998 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21195 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22192 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5456 members 
Mstep: Class 61 contains 19232 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1249 members 
Mstep: Class 64 contains 35877 members 
Mstep: Class 65 contains 10558 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1652 members 
Mstep: Class 71 contains 25901 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13655 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39267 members 
Mstep: Class 76 contains 20505 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1625 members 
Mstep: Class 80 contains 20525 members 
Mstep: Class 81 contains 4319 members 
Mstep: Class 82 contains 2018 members 
Mstep: Class 83 contains 20991 members 
Mstep: Class 84 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174656.000000 Penalty: 49960.722656
Iteration 470Q: 84 clusters Score -4.217466e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1226 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17103 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9385 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13778 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1476 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13205 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23045 members 
Mstep: Class 30 contains 7051 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33680 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15781 members 
Mstep: Class 36 contains 21493 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1837 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22926 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14933 members 
Mstep: Class 53 contains 4000 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21147 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22231 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5460 members 
Mstep: Class 61 contains 19220 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1249 members 
Mstep: Class 64 contains 35877 members 
Mstep: Class 65 contains 10559 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1634 members 
Mstep: Class 71 contains 25884 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13655 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39354 members 
Mstep: Class 76 contains 20584 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1593 members 
Mstep: Class 80 contains 20512 members 
Mstep: Class 81 contains 4211 members 
Mstep: Class 82 contains 2012 members 
Mstep: Class 83 contains 20937 members 
Mstep: Class 84 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174504.000000 Penalty: 49960.722656
Iteration 471Q: 84 clusters Score -4.21745e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 17014 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9404 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13761 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13203 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23030 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 897 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33684 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15757 members 
Mstep: Class 36 contains 21507 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1837 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 22983 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14935 members 
Mstep: Class 53 contains 4002 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21118 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22263 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5459 members 
Mstep: Class 61 contains 19211 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1250 members 
Mstep: Class 64 contains 35873 members 
Mstep: Class 65 contains 10562 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1617 members 
Mstep: Class 71 contains 25875 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13663 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39459 members 
Mstep: Class 76 contains 20652 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1560 members 
Mstep: Class 80 contains 20470 members 
Mstep: Class 81 contains 4107 members 
Mstep: Class 82 contains 2012 members 
Mstep: Class 83 contains 20882 members 
Mstep: Class 84 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174300.000000 Penalty: 49960.722656
Iteration 472Q: 84 clusters Score -4.21743e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4397 members 
Mstep: Class 3 contains 24767 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16927 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1484 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13202 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 857 members 
Mstep: Class 29 contains 23014 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33700 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15732 members 
Mstep: Class 36 contains 21523 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4395 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1837 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23035 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14932 members 
Mstep: Class 53 contains 4002 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21095 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22284 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5461 members 
Mstep: Class 61 contains 19209 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1248 members 
Mstep: Class 64 contains 35869 members 
Mstep: Class 65 contains 10562 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1604 members 
Mstep: Class 71 contains 25875 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13673 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39543 members 
Mstep: Class 76 contains 20718 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1536 members 
Mstep: Class 80 contains 20442 members 
Mstep: Class 81 contains 3995 members 
Mstep: Class 82 contains 2011 members 
Mstep: Class 83 contains 20823 members 
Mstep: Class 84 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174012.000000 Penalty: 49960.722656
Iteration 473Q: 84 clusters Score -4.217401e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 24781 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16838 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13731 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13202 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23013 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33720 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15710 members 
Mstep: Class 36 contains 21539 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4395 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1837 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23098 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14933 members 
Mstep: Class 53 contains 4002 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21084 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22308 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5464 members 
Mstep: Class 61 contains 19203 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1250 members 
Mstep: Class 64 contains 35862 members 
Mstep: Class 65 contains 10561 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1581 members 
Mstep: Class 71 contains 25877 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13680 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39610 members 
Mstep: Class 76 contains 20783 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1511 members 
Mstep: Class 80 contains 20426 members 
Mstep: Class 81 contains 3892 members 
Mstep: Class 82 contains 2008 members 
Mstep: Class 83 contains 20754 members 
Mstep: Class 84 contains 3171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173828.000000 Penalty: 49960.722656
Iteration 474Q: 84 clusters Score -4.217383e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 24813 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13706 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13203 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 858 members 
Mstep: Class 29 contains 23007 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33734 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15687 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 4394 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23131 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14937 members 
Mstep: Class 53 contains 4003 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21061 members 
Mstep: Class 57 contains 128 members 
Mstep: Class 58 contains 22353 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5462 members 
Mstep: Class 61 contains 19196 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1252 members 
Mstep: Class 64 contains 35853 members 
Mstep: Class 65 contains 10561 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1559 members 
Mstep: Class 71 contains 25865 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13689 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39715 members 
Mstep: Class 76 contains 20858 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1483 members 
Mstep: Class 80 contains 20412 members 
Mstep: Class 81 contains 3749 members 
Mstep: Class 82 contains 2004 members 
Mstep: Class 83 contains 20697 members 
Mstep: Class 84 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173740.000000 Penalty: 49960.722656
Iteration 475Q: 84 clusters Score -4.217374e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 24833 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16669 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3358 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9484 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13665 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1510 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13202 members 
Mstep: Class 26 contains 2848 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23007 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33757 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15663 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1306 members 
Mstep: Class 41 contains 4394 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23174 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14938 members 
Mstep: Class 53 contains 4005 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21063 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22398 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5462 members 
Mstep: Class 61 contains 19189 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1252 members 
Mstep: Class 64 contains 35842 members 
Mstep: Class 65 contains 10578 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1541 members 
Mstep: Class 71 contains 25851 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13703 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39784 members 
Mstep: Class 76 contains 20933 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1460 members 
Mstep: Class 80 contains 20409 members 
Mstep: Class 81 contains 3606 members 
Mstep: Class 82 contains 2000 members 
Mstep: Class 83 contains 20634 members 
Mstep: Class 84 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173744.000000 Penalty: 49960.722656
Iteration 476Q: 84 clusters Score -4.217374e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 24824 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3179 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9495 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1519 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13198 members 
Mstep: Class 26 contains 2844 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23005 members 
Mstep: Class 30 contains 7049 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33773 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15649 members 
Mstep: Class 36 contains 21592 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4398 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1838 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23209 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14938 members 
Mstep: Class 53 contains 4008 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21062 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22464 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5463 members 
Mstep: Class 61 contains 19168 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1252 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10597 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1517 members 
Mstep: Class 71 contains 25842 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13720 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39815 members 
Mstep: Class 76 contains 21010 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1437 members 
Mstep: Class 80 contains 20411 members 
Mstep: Class 81 contains 3497 members 
Mstep: Class 82 contains 1996 members 
Mstep: Class 83 contains 20564 members 
Mstep: Class 84 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173700.000000 Penalty: 49960.722656
Iteration 477Q: 84 clusters Score -4.21737e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4490 members 
Mstep: Class 3 contains 24837 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16497 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13195 members 
Mstep: Class 26 contains 2845 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22997 members 
Mstep: Class 30 contains 7048 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33785 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15634 members 
Mstep: Class 36 contains 21602 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1307 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23250 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14941 members 
Mstep: Class 53 contains 4015 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21071 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22522 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19147 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1255 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10608 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1497 members 
Mstep: Class 71 contains 25819 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13738 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39848 members 
Mstep: Class 76 contains 21078 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1416 members 
Mstep: Class 80 contains 20404 members 
Mstep: Class 81 contains 3411 members 
Mstep: Class 82 contains 1992 members 
Mstep: Class 83 contains 20501 members 
Mstep: Class 84 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173680.000000 Penalty: 49960.722656
Iteration 478Q: 84 clusters Score -4.217368e+07 nChanged 861
Entering ConstructFrom: 
Score: -42173680.000000 Penalty: 49960.722656
Entering ConstructFrom: 
Trying to split cluster 1 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -379338.531250 Penalty: 385.589478
	Iteration 0F: 2 clusters Score -379338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -376071.937500 Penalty: 771.178955
	Iteration 0F: 3 clusters Score -376071.9 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -377299.437500 Penalty: 771.178955
	Iteration 1F: 3 clusters Score -377299.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -377386.000000 Penalty: 771.178955
	Iteration 2Q: 3 clusters Score -377386 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -377470.875000 Penalty: 771.178955
	Iteration 3Q: 3 clusters Score -377470.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -377575.875000 Penalty: 771.178955
	Iteration 4Q: 3 clusters Score -377575.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -377748.437500 Penalty: 771.178955
	Iteration 5F: 3 clusters Score -377748.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -377987.406250 Penalty: 771.178955
	Iteration 6F: 3 clusters Score -377987.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -378286.750000 Penalty: 771.178955
	Iteration 7F: 3 clusters Score -378286.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -378583.031250 Penalty: 771.178955
	Iteration 8F: 3 clusters Score -378583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -378811.593750 Penalty: 771.178955
	Iteration 9Q: 3 clusters Score -378811.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -378925.750000 Penalty: 771.178955
	Iteration 10Q: 3 clusters Score -378925.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -378970.875000 Penalty: 771.178955
	Iteration 11Q: 3 clusters Score -378970.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -378992.093750 Penalty: 771.178955
	Iteration 12Q: 3 clusters Score -378992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -379007.093750 Penalty: 771.178955
	Iteration 13Q: 3 clusters Score -379007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -379023.718750 Penalty: 771.178955
	Iteration 14Q: 3 clusters Score -379023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -379033.062500 Penalty: 771.178955
	Iteration 15Q: 3 clusters Score -379033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -379037.781250 Penalty: 771.178955
	Iteration 16Q: 3 clusters Score -379037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -379038.781250 Penalty: 771.178955
	Iteration 17Q: 3 clusters Score -379038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -379040.656250 Penalty: 771.178955
	Iteration 18Q: 3 clusters Score -379040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -379042.406250 Penalty: 771.178955
	Iteration 19Q: 3 clusters Score -379042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -379042.437500 Penalty: 771.178955
	Iteration 20F: 3 clusters Score -379042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -379044.156250 Penalty: 771.178955
	Iteration 21Q: 3 clusters Score -379044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -379046.531250 Penalty: 771.178955
	Iteration 22Q: 3 clusters Score -379046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -379047.250000 Penalty: 771.178955
	Iteration 23Q: 3 clusters Score -379047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -379048.562500 Penalty: 771.178955
	Iteration 24Q: 3 clusters Score -379048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -379051.500000 Penalty: 771.178955
	Iteration 25Q: 3 clusters Score -379051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -379058.562500 Penalty: 771.178955
	Iteration 26Q: 3 clusters Score -379058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -379066.031250 Penalty: 771.178955
	Iteration 27Q: 3 clusters Score -379066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -379071.750000 Penalty: 771.178955
	Iteration 28Q: 3 clusters Score -379071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -379074.781250 Penalty: 771.178955
	Iteration 29Q: 3 clusters Score -379074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -379078.125000 Penalty: 771.178955
	Iteration 30Q: 3 clusters Score -379078.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -379079.562500 Penalty: 771.178955
	Iteration 31Q: 3 clusters Score -379079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -379079.562500 Penalty: 771.178955
	Iteration 32F: 3 clusters Score -379079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -363765.187500 Penalty: 382.788910
	Iteration 0F: 2 clusters Score -363765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -360712.718750 Penalty: 765.577820
	Iteration 0F: 3 clusters Score -360712.7 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -361845.562500 Penalty: 765.577820
	Iteration 1F: 3 clusters Score -361845.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -362038.843750 Penalty: 765.577820
	Iteration 2F: 3 clusters Score -362038.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -362356.468750 Penalty: 765.577820
	Iteration 3F: 3 clusters Score -362356.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -362751.750000 Penalty: 765.577820
	Iteration 4F: 3 clusters Score -362751.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -363128.875000 Penalty: 765.577820
	Iteration 5F: 3 clusters Score -363128.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -363404.718750 Penalty: 765.577820
	Iteration 6F: 3 clusters Score -363404.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -363524.437500 Penalty: 765.577820
	Iteration 7Q: 3 clusters Score -363524.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -363561.593750 Penalty: 765.577820
	Iteration 8Q: 3 clusters Score -363561.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -363576.968750 Penalty: 765.577820
	Iteration 9Q: 3 clusters Score -363577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -363581.750000 Penalty: 765.577820
	Iteration 10Q: 3 clusters Score -363581.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -363584.843750 Penalty: 765.577820
	Iteration 11Q: 3 clusters Score -363584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -363588.843750 Penalty: 765.577820
	Iteration 12Q: 3 clusters Score -363588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -363591.812500 Penalty: 765.577820
	Iteration 13Q: 3 clusters Score -363591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -363596.343750 Penalty: 765.577820
	Iteration 14Q: 3 clusters Score -363596.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -363600.843750 Penalty: 765.577820
	Iteration 15Q: 3 clusters Score -363600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -363604.750000 Penalty: 765.577820
	Iteration 16Q: 3 clusters Score -363604.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -363608.062500 Penalty: 765.577820
	Iteration 17Q: 3 clusters Score -363608.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -363612.000000 Penalty: 765.577820
	Iteration 18Q: 3 clusters Score -363612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -363615.218750 Penalty: 765.577820
	Iteration 19Q: 3 clusters Score -363615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -363617.937500 Penalty: 765.577820
	Iteration 20F: 3 clusters Score -363617.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -363620.656250 Penalty: 765.577820
	Iteration 21Q: 3 clusters Score -363620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -363623.625000 Penalty: 765.577820
	Iteration 22Q: 3 clusters Score -363623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -363626.312500 Penalty: 765.577820
	Iteration 23Q: 3 clusters Score -363626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -363628.125000 Penalty: 765.577820
	Iteration 24Q: 3 clusters Score -363628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -363629.281250 Penalty: 765.577820
	Iteration 25Q: 3 clusters Score -363629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -363632.218750 Penalty: 765.577820
	Iteration 26Q: 3 clusters Score -363632.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -363633.250000 Penalty: 765.577820
	Iteration 27Q: 3 clusters Score -363633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -363633.718750 Penalty: 765.577820
	Iteration 28Q: 3 clusters Score -363633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -363634.187500 Penalty: 765.577820
	Iteration 29Q: 3 clusters Score -363634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -363635.031250 Penalty: 765.577820
	Iteration 30Q: 3 clusters Score -363635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -363636.031250 Penalty: 765.577820
	Iteration 31Q: 3 clusters Score -363636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -363635.812500 Penalty: 765.577820
	Iteration 32Q: 3 clusters Score -363635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -363635.156250 Penalty: 765.577820
	Iteration 33Q: 3 clusters Score -363635.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -363635.250000 Penalty: 765.577820
	Iteration 34Q: 3 clusters Score -363635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -363635.406250 Penalty: 765.577820
	Iteration 35Q: 3 clusters Score -363635.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -363636.843750 Penalty: 765.577820
	Iteration 36Q: 3 clusters Score -363636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -363636.812500 Penalty: 765.577820
	Iteration 37Q: 3 clusters Score -363636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -363636.531250 Penalty: 765.577820
	Iteration 38Q: 3 clusters Score -363636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -363637.406250 Penalty: 765.577820
	Iteration 39Q: 3 clusters Score -363637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -363638.000000 Penalty: 765.577820
	Iteration 40F: 3 clusters Score -363638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -363637.781250 Penalty: 765.577820
	Iteration 41Q: 3 clusters Score -363637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -363637.781250 Penalty: 765.577820
	Iteration 42F: 3 clusters Score -363637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Entering Unmasked Estep 
Score: -2014020.875000 Penalty: 460.506195
	Iteration 0F: 2 clusters Score -2014021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1997837.500000 Penalty: 921.012390
	Iteration 0F: 3 clusters Score -1997838 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2004975.625000 Penalty: 921.012390
	Iteration 1F: 3 clusters Score -2004976 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2005512.875000 Penalty: 921.012390
	Iteration 2F: 3 clusters Score -2005513 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2006475.375000 Penalty: 921.012390
	Iteration 3F: 3 clusters Score -2006475 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2008123.125000 Penalty: 921.012390
	Iteration 4F: 3 clusters Score -2008123 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2010157.500000 Penalty: 921.012390
	Iteration 5F: 3 clusters Score -2010158 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2011727.250000 Penalty: 921.012390
	Iteration 6F: 3 clusters Score -2011727 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2012698.375000 Penalty: 921.012390
	Iteration 7Q: 3 clusters Score -2012698 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2013168.125000 Penalty: 921.012390
	Iteration 8Q: 3 clusters Score -2013168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2013365.875000 Penalty: 921.012390
	Iteration 9Q: 3 clusters Score -2013366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2013462.875000 Penalty: 921.012390
	Iteration 10Q: 3 clusters Score -2013463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -2013517.625000 Penalty: 921.012390
	Iteration 11Q: 3 clusters Score -2013518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2013539.625000 Penalty: 921.012390
	Iteration 12Q: 3 clusters Score -2013540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2013554.250000 Penalty: 921.012390
	Iteration 13Q: 3 clusters Score -2013554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2013575.375000 Penalty: 921.012390
	Iteration 14Q: 3 clusters Score -2013575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -2013583.875000 Penalty: 921.012390
	Iteration 15Q: 3 clusters Score -2013584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2013589.750000 Penalty: 921.012390
	Iteration 16Q: 3 clusters Score -2013590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2013591.500000 Penalty: 921.012390
	Iteration 17Q: 3 clusters Score -2013592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2013591.500000 Penalty: 921.012390
	Iteration 18F: 3 clusters Score -2013592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -98028.570312 Penalty: 323.013672
	Iteration 0F: 2 clusters Score -98028.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97071.859375 Penalty: 646.027344
	Iteration 0F: 3 clusters Score -97071.86 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97305.312500 Penalty: 646.027344
	Iteration 1F: 3 clusters Score -97305.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97341.671875 Penalty: 646.027344
	Iteration 2F: 3 clusters Score -97341.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -97366.117188 Penalty: 646.027344
	Iteration 3Q: 3 clusters Score -97366.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -97383.960938 Penalty: 646.027344
	Iteration 4Q: 3 clusters Score -97383.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97402.515625 Penalty: 646.027344
	Iteration 5Q: 3 clusters Score -97402.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -97418.882812 Penalty: 646.027344
	Iteration 6Q: 3 clusters Score -97418.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -97433.937500 Penalty: 646.027344
	Iteration 7Q: 3 clusters Score -97433.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97448.000000 Penalty: 646.027344
	Iteration 8Q: 3 clusters Score -97448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97469.757812 Penalty: 646.027344
	Iteration 9Q: 3 clusters Score -97469.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97492.437500 Penalty: 646.027344
	Iteration 10Q: 3 clusters Score -97492.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -97524.062500 Penalty: 646.027344
	Iteration 11Q: 3 clusters Score -97524.06 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97560.625000 Penalty: 646.027344
	Iteration 12Q: 3 clusters Score -97560.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -97589.757812 Penalty: 646.027344
	Iteration 13Q: 3 clusters Score -97589.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -97609.539062 Penalty: 646.027344
	Iteration 14Q: 3 clusters Score -97609.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97622.523438 Penalty: 646.027344
	Iteration 15Q: 3 clusters Score -97622.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97631.406250 Penalty: 646.027344
	Iteration 16Q: 3 clusters Score -97631.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97638.984375 Penalty: 646.027344
	Iteration 17Q: 3 clusters Score -97638.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -97646.750000 Penalty: 646.027344
	Iteration 18Q: 3 clusters Score -97646.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -97649.703125 Penalty: 646.027344
	Iteration 19Q: 3 clusters Score -97649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97651.609375 Penalty: 646.027344
	Iteration 20F: 3 clusters Score -97651.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97654.367188 Penalty: 646.027344
	Iteration 21Q: 3 clusters Score -97654.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -97658.703125 Penalty: 646.027344
	Iteration 22Q: 3 clusters Score -97658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97661.070312 Penalty: 646.027344
	Iteration 23Q: 3 clusters Score -97661.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97662.718750 Penalty: 646.027344
	Iteration 24Q: 3 clusters Score -97662.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97663.125000 Penalty: 646.027344
	Iteration 25Q: 3 clusters Score -97663.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97664.015625 Penalty: 646.027344
	Iteration 26Q: 3 clusters Score -97664.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97664.343750 Penalty: 646.027344
	Iteration 27Q: 3 clusters Score -97664.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -97664.625000 Penalty: 646.027344
	Iteration 28Q: 3 clusters Score -97664.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97664.773438 Penalty: 646.027344
	Iteration 29Q: 3 clusters Score -97664.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -97665.742188 Penalty: 646.027344
	Iteration 30Q: 3 clusters Score -97665.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97665.960938 Penalty: 646.027344
	Iteration 31Q: 3 clusters Score -97665.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97665.960938 Penalty: 646.027344
	Iteration 32F: 3 clusters Score -97665.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -18995.765625 Penalty: 259.974854
	Iteration 0F: 2 clusters Score -18995.77 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 138 members 
Entering Unmasked Estep 
Score: -18656.898438 Penalty: 519.949707
	Iteration 0F: 3 clusters Score -18656.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18740.447266 Penalty: 519.949707
	Iteration 1F: 3 clusters Score -18740.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18758.484375 Penalty: 519.949707
	Iteration 2F: 3 clusters Score -18758.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18767.181641 Penalty: 519.949707
	Iteration 3Q: 3 clusters Score -18767.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18777.146484 Penalty: 519.949707
	Iteration 4Q: 3 clusters Score -18777.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18785.677734 Penalty: 519.949707
	Iteration 5Q: 3 clusters Score -18785.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18799.804688 Penalty: 519.949707
	Iteration 6Q: 3 clusters Score -18799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18813.609375 Penalty: 519.949707
	Iteration 7Q: 3 clusters Score -18813.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18834.314453 Penalty: 519.949707
	Iteration 8Q: 3 clusters Score -18834.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18845.158203 Penalty: 519.949707
	Iteration 9Q: 3 clusters Score -18845.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18848.074219 Penalty: 519.949707
	Iteration 10Q: 3 clusters Score -18848.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18848.074219 Penalty: 519.949707
	Iteration 11F: 3 clusters Score -18848.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -96141.421875 Penalty: 322.749908
	Iteration 0F: 2 clusters Score -96141.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -95203.679688 Penalty: 645.499817
	Iteration 0F: 3 clusters Score -95203.68 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -95511.226562 Penalty: 645.499817
	Iteration 1F: 3 clusters Score -95511.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -95568.734375 Penalty: 645.499817
	Iteration 2F: 3 clusters Score -95568.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95601.710938 Penalty: 645.499817
	Iteration 3Q: 3 clusters Score -95601.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95630.148438 Penalty: 645.499817
	Iteration 4Q: 3 clusters Score -95630.15 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95658.476562 Penalty: 645.499817
	Iteration 5Q: 3 clusters Score -95658.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95680.890625 Penalty: 645.499817
	Iteration 6Q: 3 clusters Score -95680.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95711.296875 Penalty: 645.499817
	Iteration 7Q: 3 clusters Score -95711.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95740.054688 Penalty: 645.499817
	Iteration 8Q: 3 clusters Score -95740.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -95763.992188 Penalty: 645.499817
	Iteration 9Q: 3 clusters Score -95763.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -95774.648438 Penalty: 645.499817
	Iteration 10Q: 3 clusters Score -95774.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95784.078125 Penalty: 645.499817
	Iteration 11Q: 3 clusters Score -95784.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -95788.843750 Penalty: 645.499817
	Iteration 12Q: 3 clusters Score -95788.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -95792.179688 Penalty: 645.499817
	Iteration 13Q: 3 clusters Score -95792.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -95794.796875 Penalty: 645.499817
	Iteration 14Q: 3 clusters Score -95794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95798.320312 Penalty: 645.499817
	Iteration 15Q: 3 clusters Score -95798.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95802.250000 Penalty: 645.499817
	Iteration 16Q: 3 clusters Score -95802.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -95805.375000 Penalty: 645.499817
	Iteration 17Q: 3 clusters Score -95805.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -95807.992188 Penalty: 645.499817
	Iteration 18Q: 3 clusters Score -95807.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -95811.000000 Penalty: 645.499817
	Iteration 19Q: 3 clusters Score -95811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -95813.406250 Penalty: 645.499817
	Iteration 20F: 3 clusters Score -95813.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -95814.820312 Penalty: 645.499817
	Iteration 21Q: 3 clusters Score -95814.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -95815.625000 Penalty: 645.499817
	Iteration 22Q: 3 clusters Score -95815.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -95818.734375 Penalty: 645.499817
	Iteration 23Q: 3 clusters Score -95818.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -95821.421875 Penalty: 645.499817
	Iteration 24Q: 3 clusters Score -95821.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -95822.867188 Penalty: 645.499817
	Iteration 25Q: 3 clusters Score -95822.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -95824.625000 Penalty: 645.499817
	Iteration 26Q: 3 clusters Score -95824.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -95825.546875 Penalty: 645.499817
	Iteration 27Q: 3 clusters Score -95825.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95825.773438 Penalty: 645.499817
	Iteration 28Q: 3 clusters Score -95825.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -95826.335938 Penalty: 645.499817
	Iteration 29Q: 3 clusters Score -95826.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95826.593750 Penalty: 645.499817
	Iteration 30Q: 3 clusters Score -95826.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95826.593750 Penalty: 645.499817
	Iteration 31F: 3 clusters Score -95826.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -25879.304688 Penalty: 277.768097
	Iteration 0F: 2 clusters Score -25879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25428.970703 Penalty: 555.536194
	Iteration 0F: 3 clusters Score -25428.97 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25563.029297 Penalty: 555.536194
	Iteration 1F: 3 clusters Score -25563.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25615.990234 Penalty: 555.536194
	Iteration 2F: 3 clusters Score -25615.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25641.894531 Penalty: 555.536194
	Iteration 3F: 3 clusters Score -25641.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25658.902344 Penalty: 555.536194
	Iteration 4Q: 3 clusters Score -25658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25673.033203 Penalty: 555.536194
	Iteration 5Q: 3 clusters Score -25673.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25675.986328 Penalty: 555.536194
	Iteration 6Q: 3 clusters Score -25675.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25678.818359 Penalty: 555.536194
	Iteration 7Q: 3 clusters Score -25678.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25680.093750 Penalty: 555.536194
	Iteration 8Q: 3 clusters Score -25680.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25680.093750 Penalty: 555.536194
	Iteration 9F: 3 clusters Score -25680.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Entering Unmasked Estep 
Score: -1338309.125000 Penalty: 441.659546
	Iteration 0F: 2 clusters Score -1338309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1327357.375000 Penalty: 883.319092
	Iteration 0F: 3 clusters Score -1327357 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1332259.500000 Penalty: 883.319092
	Iteration 1F: 3 clusters Score -1332260 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1332950.625000 Penalty: 883.319092
	Iteration 2F: 3 clusters Score -1332951 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1333798.125000 Penalty: 883.319092
	Iteration 3F: 3 clusters Score -1333798 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1334723.625000 Penalty: 883.319092
	Iteration 4F: 3 clusters Score -1334724 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1335565.750000 Penalty: 883.319092
	Iteration 5F: 3 clusters Score -1335566 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1336236.625000 Penalty: 883.319092
	Iteration 6F: 3 clusters Score -1336237 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1336628.875000 Penalty: 883.319092
	Iteration 7Q: 3 clusters Score -1336629 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1336916.000000 Penalty: 883.319092
	Iteration 8Q: 3 clusters Score -1336916 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1337134.625000 Penalty: 883.319092
	Iteration 9Q: 3 clusters Score -1337135 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1337314.375000 Penalty: 883.319092
	Iteration 10Q: 3 clusters Score -1337314 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1337471.500000 Penalty: 883.319092
	Iteration 11Q: 3 clusters Score -1337472 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1337609.500000 Penalty: 883.319092
	Iteration 12Q: 3 clusters Score -1337610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1337721.625000 Penalty: 883.319092
	Iteration 13Q: 3 clusters Score -1337722 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1337786.250000 Penalty: 883.319092
	Iteration 14Q: 3 clusters Score -1337786 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1337821.125000 Penalty: 883.319092
	Iteration 15Q: 3 clusters Score -1337821 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1337846.125000 Penalty: 883.319092
	Iteration 16Q: 3 clusters Score -1337846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1337857.375000 Penalty: 883.319092
	Iteration 17Q: 3 clusters Score -1337857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1337862.750000 Penalty: 883.319092
	Iteration 18Q: 3 clusters Score -1337863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1337866.250000 Penalty: 883.319092
	Iteration 19Q: 3 clusters Score -1337866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1337868.375000 Penalty: 883.319092
	Iteration 20F: 3 clusters Score -1337868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1337870.750000 Penalty: 883.319092
	Iteration 21Q: 3 clusters Score -1337871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1337869.875000 Penalty: 883.319092
	Iteration 22Q: 3 clusters Score -1337870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1337872.500000 Penalty: 883.319092
	Iteration 23Q: 3 clusters Score -1337872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1337872.125000 Penalty: 883.319092
	Iteration 24Q: 3 clusters Score -1337872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1337874.625000 Penalty: 883.319092
	Iteration 25Q: 3 clusters Score -1337875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1337874.875000 Penalty: 883.319092
	Iteration 26Q: 3 clusters Score -1337875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1337873.500000 Penalty: 883.319092
	Iteration 27Q: 3 clusters Score -1337874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1337874.750000 Penalty: 883.319092
	Iteration 28Q: 3 clusters Score -1337875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1337874.750000 Penalty: 883.319092
	Iteration 29F: 3 clusters Score -1337875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -90732.093750 Penalty: 324.601257
	Iteration 0F: 2 clusters Score -90732.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89761.671875 Penalty: 649.202515
	Iteration 0F: 3 clusters Score -89761.67 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -90113.093750 Penalty: 649.202515
	Iteration 1F: 3 clusters Score -90113.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90182.179688 Penalty: 649.202515
	Iteration 2F: 3 clusters Score -90182.18 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -90229.632812 Penalty: 649.202515
	Iteration 3F: 3 clusters Score -90229.63 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -90269.718750 Penalty: 649.202515
	Iteration 4Q: 3 clusters Score -90269.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90306.937500 Penalty: 649.202515
	Iteration 5Q: 3 clusters Score -90306.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -90344.070312 Penalty: 649.202515
	Iteration 6Q: 3 clusters Score -90344.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -90380.421875 Penalty: 649.202515
	Iteration 7Q: 3 clusters Score -90380.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -90428.242188 Penalty: 649.202515
	Iteration 8Q: 3 clusters Score -90428.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90472.664062 Penalty: 649.202515
	Iteration 9Q: 3 clusters Score -90472.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -90506.601562 Penalty: 649.202515
	Iteration 10Q: 3 clusters Score -90506.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -90540.250000 Penalty: 649.202515
	Iteration 11Q: 3 clusters Score -90540.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -90575.101562 Penalty: 649.202515
	Iteration 12Q: 3 clusters Score -90575.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -90612.164062 Penalty: 649.202515
	Iteration 13Q: 3 clusters Score -90612.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -90656.429688 Penalty: 649.202515
	Iteration 14Q: 3 clusters Score -90656.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90686.164062 Penalty: 649.202515
	Iteration 15Q: 3 clusters Score -90686.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -90696.820312 Penalty: 649.202515
	Iteration 16Q: 3 clusters Score -90696.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -90706.710938 Penalty: 649.202515
	Iteration 17Q: 3 clusters Score -90706.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -90714.328125 Penalty: 649.202515
	Iteration 18Q: 3 clusters Score -90714.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -90720.421875 Penalty: 649.202515
	Iteration 19Q: 3 clusters Score -90720.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90725.671875 Penalty: 649.202515
	Iteration 20F: 3 clusters Score -90725.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -90727.226562 Penalty: 649.202515
	Iteration 21Q: 3 clusters Score -90727.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -90727.609375 Penalty: 649.202515
	Iteration 22Q: 3 clusters Score -90727.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90727.882812 Penalty: 649.202515
	Iteration 23Q: 3 clusters Score -90727.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90727.882812 Penalty: 649.202515
	Iteration 24F: 3 clusters Score -90727.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Entering Unmasked Estep 
Score: -502852.718750 Penalty: 399.062042
	Iteration 0F: 2 clusters Score -502852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -498517.875000 Penalty: 798.124084
	Iteration 0F: 3 clusters Score -498517.9 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -500170.687500 Penalty: 798.124084
	Iteration 1F: 3 clusters Score -500170.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500255.781250 Penalty: 798.124084
	Iteration 2Q: 3 clusters Score -500255.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -500336.156250 Penalty: 798.124084
	Iteration 3Q: 3 clusters Score -500336.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -500441.750000 Penalty: 798.124084
	Iteration 4Q: 3 clusters Score -500441.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -500569.000000 Penalty: 798.124084
	Iteration 5Q: 3 clusters Score -500569 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -500737.656250 Penalty: 798.124084
	Iteration 6Q: 3 clusters Score -500737.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -500956.593750 Penalty: 798.124084
	Iteration 7Q: 3 clusters Score -500956.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -501193.812500 Penalty: 798.124084
	Iteration 8F: 3 clusters Score -501193.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -501354.093750 Penalty: 798.124084
	Iteration 9Q: 3 clusters Score -501354.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -501451.562500 Penalty: 798.124084
	Iteration 10Q: 3 clusters Score -501451.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -501524.093750 Penalty: 798.124084
	Iteration 11Q: 3 clusters Score -501524.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -501578.500000 Penalty: 798.124084
	Iteration 12Q: 3 clusters Score -501578.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -501649.218750 Penalty: 798.124084
	Iteration 13Q: 3 clusters Score -501649.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -501722.593750 Penalty: 798.124084
	Iteration 14Q: 3 clusters Score -501722.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -501797.375000 Penalty: 798.124084
	Iteration 15Q: 3 clusters Score -501797.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -501875.718750 Penalty: 798.124084
	Iteration 16Q: 3 clusters Score -501875.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -501950.562500 Penalty: 798.124084
	Iteration 17Q: 3 clusters Score -501950.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -502028.875000 Penalty: 798.124084
	Iteration 18Q: 3 clusters Score -502028.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -502103.000000 Penalty: 798.124084
	Iteration 19Q: 3 clusters Score -502103 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -502165.375000 Penalty: 798.124084
	Iteration 20F: 3 clusters Score -502165.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -502224.500000 Penalty: 798.124084
	Iteration 21Q: 3 clusters Score -502224.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -502287.656250 Penalty: 798.124084
	Iteration 22Q: 3 clusters Score -502287.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -502331.968750 Penalty: 798.124084
	Iteration 23Q: 3 clusters Score -502332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -502366.718750 Penalty: 798.124084
	Iteration 24Q: 3 clusters Score -502366.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -502392.718750 Penalty: 798.124084
	Iteration 25Q: 3 clusters Score -502392.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -502406.343750 Penalty: 798.124084
	Iteration 26Q: 3 clusters Score -502406.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -502415.968750 Penalty: 798.124084
	Iteration 27Q: 3 clusters Score -502416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -502422.218750 Penalty: 798.124084
	Iteration 28Q: 3 clusters Score -502422.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -502431.343750 Penalty: 798.124084
	Iteration 29Q: 3 clusters Score -502431.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -502439.000000 Penalty: 798.124084
	Iteration 30Q: 3 clusters Score -502439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -502444.937500 Penalty: 798.124084
	Iteration 31Q: 3 clusters Score -502444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -502451.750000 Penalty: 798.124084
	Iteration 32Q: 3 clusters Score -502451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -502458.406250 Penalty: 798.124084
	Iteration 33Q: 3 clusters Score -502458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -502462.156250 Penalty: 798.124084
	Iteration 34Q: 3 clusters Score -502462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -502464.031250 Penalty: 798.124084
	Iteration 35Q: 3 clusters Score -502464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -502468.437500 Penalty: 798.124084
	Iteration 36Q: 3 clusters Score -502468.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -502469.906250 Penalty: 798.124084
	Iteration 37Q: 3 clusters Score -502469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -502472.125000 Penalty: 798.124084
	Iteration 38Q: 3 clusters Score -502472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -502475.312500 Penalty: 798.124084
	Iteration 39Q: 3 clusters Score -502475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -502483.062500 Penalty: 798.124084
	Iteration 40F: 3 clusters Score -502483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -502490.562500 Penalty: 798.124084
	Iteration 41Q: 3 clusters Score -502490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -502495.468750 Penalty: 798.124084
	Iteration 42Q: 3 clusters Score -502495.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -502500.125000 Penalty: 798.124084
	Iteration 43Q: 3 clusters Score -502500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -502502.125000 Penalty: 798.124084
	Iteration 44Q: 3 clusters Score -502502.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -502506.312500 Penalty: 798.124084
	Iteration 45Q: 3 clusters Score -502506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -502510.218750 Penalty: 798.124084
	Iteration 46Q: 3 clusters Score -502510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -502514.843750 Penalty: 798.124084
	Iteration 47Q: 3 clusters Score -502514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -502517.750000 Penalty: 798.124084
	Iteration 48Q: 3 clusters Score -502517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -502518.406250 Penalty: 798.124084
	Iteration 49Q: 3 clusters Score -502518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -502518.468750 Penalty: 798.124084
	Iteration 50Q: 3 clusters Score -502518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -502519.437500 Penalty: 798.124084
	Iteration 51Q: 3 clusters Score -502519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -502522.656250 Penalty: 798.124084
	Iteration 52Q: 3 clusters Score -502522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -502524.531250 Penalty: 798.124084
	Iteration 53Q: 3 clusters Score -502524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -502526.343750 Penalty: 798.124084
	Iteration 54Q: 3 clusters Score -502526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -502527.625000 Penalty: 798.124084
	Iteration 55Q: 3 clusters Score -502527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -502529.687500 Penalty: 798.124084
	Iteration 56Q: 3 clusters Score -502529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -502529.875000 Penalty: 798.124084
	Iteration 57Q: 3 clusters Score -502529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -502529.875000 Penalty: 798.124084
	Iteration 58F: 3 clusters Score -502529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Entering Unmasked Estep 
Score: -250381.671875 Penalty: 369.473267
	Iteration 0F: 2 clusters Score -250381.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -248063.375000 Penalty: 738.946533
	Iteration 0F: 3 clusters Score -248063.4 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -248901.875000 Penalty: 738.946533
	Iteration 1F: 3 clusters Score -248901.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -248992.265625 Penalty: 738.946533
	Iteration 2F: 3 clusters Score -248992.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -249080.937500 Penalty: 738.946533
	Iteration 3F: 3 clusters Score -249080.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -249155.750000 Penalty: 738.946533
	Iteration 4Q: 3 clusters Score -249155.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -249234.281250 Penalty: 738.946533
	Iteration 5Q: 3 clusters Score -249234.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -249300.156250 Penalty: 738.946533
	Iteration 6Q: 3 clusters Score -249300.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -249366.406250 Penalty: 738.946533
	Iteration 7Q: 3 clusters Score -249366.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -249431.140625 Penalty: 738.946533
	Iteration 8Q: 3 clusters Score -249431.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -249486.781250 Penalty: 738.946533
	Iteration 9Q: 3 clusters Score -249486.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -249534.171875 Penalty: 738.946533
	Iteration 10Q: 3 clusters Score -249534.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -249571.828125 Penalty: 738.946533
	Iteration 11Q: 3 clusters Score -249571.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -249592.625000 Penalty: 738.946533
	Iteration 12Q: 3 clusters Score -249592.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -249604.062500 Penalty: 738.946533
	Iteration 13Q: 3 clusters Score -249604.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -249614.156250 Penalty: 738.946533
	Iteration 14Q: 3 clusters Score -249614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -249623.531250 Penalty: 738.946533
	Iteration 15Q: 3 clusters Score -249623.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -249632.593750 Penalty: 738.946533
	Iteration 16Q: 3 clusters Score -249632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -249640.375000 Penalty: 738.946533
	Iteration 17Q: 3 clusters Score -249640.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -249647.968750 Penalty: 738.946533
	Iteration 18Q: 3 clusters Score -249648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -249653.218750 Penalty: 738.946533
	Iteration 19Q: 3 clusters Score -249653.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -249655.734375 Penalty: 738.946533
	Iteration 20F: 3 clusters Score -249655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -249657.921875 Penalty: 738.946533
	Iteration 21Q: 3 clusters Score -249657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249660.203125 Penalty: 738.946533
	Iteration 22Q: 3 clusters Score -249660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -249662.140625 Penalty: 738.946533
	Iteration 23Q: 3 clusters Score -249662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -249663.046875 Penalty: 738.946533
	Iteration 24Q: 3 clusters Score -249663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -249664.062500 Penalty: 738.946533
	Iteration 25Q: 3 clusters Score -249664.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -249665.453125 Penalty: 738.946533
	Iteration 26Q: 3 clusters Score -249665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -249666.359375 Penalty: 738.946533
	Iteration 27Q: 3 clusters Score -249666.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -249667.843750 Penalty: 738.946533
	Iteration 28Q: 3 clusters Score -249667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249669.000000 Penalty: 738.946533
	Iteration 29Q: 3 clusters Score -249669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -249669.437500 Penalty: 738.946533
	Iteration 30Q: 3 clusters Score -249669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -249669.562500 Penalty: 738.946533
	Iteration 31Q: 3 clusters Score -249669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -249670.218750 Penalty: 738.946533
	Iteration 32Q: 3 clusters Score -249670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -249670.546875 Penalty: 738.946533
	Iteration 33Q: 3 clusters Score -249670.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -249671.906250 Penalty: 738.946533
	Iteration 34Q: 3 clusters Score -249671.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -249672.953125 Penalty: 738.946533
	Iteration 35Q: 3 clusters Score -249673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -249675.046875 Penalty: 738.946533
	Iteration 36Q: 3 clusters Score -249675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -249677.296875 Penalty: 738.946533
	Iteration 37Q: 3 clusters Score -249677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -249680.734375 Penalty: 738.946533
	Iteration 38Q: 3 clusters Score -249680.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -249685.406250 Penalty: 738.946533
	Iteration 39Q: 3 clusters Score -249685.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -249690.140625 Penalty: 738.946533
	Iteration 40F: 3 clusters Score -249690.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -249694.218750 Penalty: 738.946533
	Iteration 41Q: 3 clusters Score -249694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -249698.312500 Penalty: 738.946533
	Iteration 42Q: 3 clusters Score -249698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -249703.109375 Penalty: 738.946533
	Iteration 43Q: 3 clusters Score -249703.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -249710.281250 Penalty: 738.946533
	Iteration 44Q: 3 clusters Score -249710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249717.468750 Penalty: 738.946533
	Iteration 45Q: 3 clusters Score -249717.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -249727.250000 Penalty: 738.946533
	Iteration 46Q: 3 clusters Score -249727.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249736.781250 Penalty: 738.946533
	Iteration 47Q: 3 clusters Score -249736.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249744.640625 Penalty: 738.946533
	Iteration 48Q: 3 clusters Score -249744.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -249752.000000 Penalty: 738.946533
	Iteration 49Q: 3 clusters Score -249752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249760.109375 Penalty: 738.946533
	Iteration 50Q: 3 clusters Score -249760.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -249765.609375 Penalty: 738.946533
	Iteration 51Q: 3 clusters Score -249765.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -249774.796875 Penalty: 738.946533
	Iteration 52Q: 3 clusters Score -249774.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -249787.203125 Penalty: 738.946533
	Iteration 53Q: 3 clusters Score -249787.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -249800.140625 Penalty: 738.946533
	Iteration 54Q: 3 clusters Score -249800.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249809.421875 Penalty: 738.946533
	Iteration 55Q: 3 clusters Score -249809.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -249817.546875 Penalty: 738.946533
	Iteration 56Q: 3 clusters Score -249817.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -249823.671875 Penalty: 738.946533
	Iteration 57Q: 3 clusters Score -249823.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -249832.562500 Penalty: 738.946533
	Iteration 58Q: 3 clusters Score -249832.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249841.421875 Penalty: 738.946533
	Iteration 59Q: 3 clusters Score -249841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -249855.031250 Penalty: 738.946533
	Iteration 60F: 3 clusters Score -249855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -249872.156250 Penalty: 738.946533
	Iteration 61Q: 3 clusters Score -249872.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -249893.250000 Penalty: 738.946533
	Iteration 62Q: 3 clusters Score -249893.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -249913.218750 Penalty: 738.946533
	Iteration 63Q: 3 clusters Score -249913.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249929.750000 Penalty: 738.946533
	Iteration 64Q: 3 clusters Score -249929.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -249950.906250 Penalty: 738.946533
	Iteration 65Q: 3 clusters Score -249950.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -249961.765625 Penalty: 738.946533
	Iteration 66Q: 3 clusters Score -249961.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -249969.546875 Penalty: 738.946533
	Iteration 67Q: 3 clusters Score -249969.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -249973.906250 Penalty: 738.946533
	Iteration 68Q: 3 clusters Score -249973.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -249981.093750 Penalty: 738.946533
	Iteration 69Q: 3 clusters Score -249981.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -249989.859375 Penalty: 738.946533
	Iteration 70Q: 3 clusters Score -249989.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -249995.265625 Penalty: 738.946533
	Iteration 71Q: 3 clusters Score -249995.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -249998.843750 Penalty: 738.946533
	Iteration 72Q: 3 clusters Score -249998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -250002.031250 Penalty: 738.946533
	Iteration 73Q: 3 clusters Score -250002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -250004.109375 Penalty: 738.946533
	Iteration 74Q: 3 clusters Score -250004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -250006.250000 Penalty: 738.946533
	Iteration 75Q: 3 clusters Score -250006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -250008.375000 Penalty: 738.946533
	Iteration 76Q: 3 clusters Score -250008.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -250010.125000 Penalty: 738.946533
	Iteration 77Q: 3 clusters Score -250010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -250010.546875 Penalty: 738.946533
	Iteration 78Q: 3 clusters Score -250010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -250010.921875 Penalty: 738.946533
	Iteration 79Q: 3 clusters Score -250010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -250011.968750 Penalty: 738.946533
	Iteration 80F: 3 clusters Score -250012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -250013.921875 Penalty: 738.946533
	Iteration 81Q: 3 clusters Score -250013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -250015.187500 Penalty: 738.946533
	Iteration 82Q: 3 clusters Score -250015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -250016.875000 Penalty: 738.946533
	Iteration 83Q: 3 clusters Score -250016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -250020.187500 Penalty: 738.946533
	Iteration 84Q: 3 clusters Score -250020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -250021.875000 Penalty: 738.946533
	Iteration 85Q: 3 clusters Score -250021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -250022.671875 Penalty: 738.946533
	Iteration 86Q: 3 clusters Score -250022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -250023.546875 Penalty: 738.946533
	Iteration 87Q: 3 clusters Score -250023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -250024.343750 Penalty: 738.946533
	Iteration 88Q: 3 clusters Score -250024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -250025.828125 Penalty: 738.946533
	Iteration 89Q: 3 clusters Score -250025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -250026.187500 Penalty: 738.946533
	Iteration 90Q: 3 clusters Score -250026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -250026.265625 Penalty: 738.946533
	Iteration 91Q: 3 clusters Score -250026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -250026.515625 Penalty: 738.946533
	Iteration 92Q: 3 clusters Score -250026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -250026.875000 Penalty: 738.946533
	Iteration 93Q: 3 clusters Score -250026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -250026.875000 Penalty: 738.946533
	Iteration 94F: 3 clusters Score -250026.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -16363.691406 Penalty: 249.558258
	Iteration 0F: 2 clusters Score -16363.69 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 117 members 
Entering Unmasked Estep 
Score: -16038.108398 Penalty: 499.116516
	Iteration 0F: 3 clusters Score -16038.11 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16102.872070 Penalty: 499.116516
	Iteration 1F: 3 clusters Score -16102.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16121.493164 Penalty: 499.116516
	Iteration 2F: 3 clusters Score -16121.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16135.275391 Penalty: 499.116516
	Iteration 3Q: 3 clusters Score -16135.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16151.065430 Penalty: 499.116516
	Iteration 4Q: 3 clusters Score -16151.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16165.250977 Penalty: 499.116516
	Iteration 5Q: 3 clusters Score -16165.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16176.643555 Penalty: 499.116516
	Iteration 6Q: 3 clusters Score -16176.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16179.004883 Penalty: 499.116516
	Iteration 7Q: 3 clusters Score -16179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16183.654297 Penalty: 499.116516
	Iteration 8Q: 3 clusters Score -16183.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16194.587891 Penalty: 499.116516
	Iteration 9Q: 3 clusters Score -16194.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16201.746094 Penalty: 499.116516
	Iteration 10Q: 3 clusters Score -16201.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16206.647461 Penalty: 499.116516
	Iteration 11Q: 3 clusters Score -16206.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16212.252930 Penalty: 499.116516
	Iteration 12Q: 3 clusters Score -16212.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16215.546875 Penalty: 499.116516
	Iteration 13Q: 3 clusters Score -16215.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16217.897461 Penalty: 499.116516
	Iteration 14Q: 3 clusters Score -16217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16220.616211 Penalty: 499.116516
	Iteration 15Q: 3 clusters Score -16220.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16223.954102 Penalty: 499.116516
	Iteration 16Q: 3 clusters Score -16223.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16225.788086 Penalty: 499.116516
	Iteration 17Q: 3 clusters Score -16225.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16227.210938 Penalty: 499.116516
	Iteration 18Q: 3 clusters Score -16227.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16229.832031 Penalty: 499.116516
	Iteration 19Q: 3 clusters Score -16229.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16231.847656 Penalty: 499.116516
	Iteration 20F: 3 clusters Score -16231.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16232.036133 Penalty: 499.116516
	Iteration 21Q: 3 clusters Score -16232.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16232.595703 Penalty: 499.116516
	Iteration 22Q: 3 clusters Score -16232.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16232.595703 Penalty: 499.116516
	Iteration 23F: 3 clusters Score -16232.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Entering Unmasked Estep 
Score: -233066.687500 Penalty: 366.955261
	Iteration 0F: 2 clusters Score -233066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -230875.265625 Penalty: 733.910522
	Iteration 0F: 3 clusters Score -230875.3 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -231661.171875 Penalty: 733.910522
	Iteration 1F: 3 clusters Score -231661.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -231743.921875 Penalty: 733.910522
	Iteration 2F: 3 clusters Score -231743.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -231813.671875 Penalty: 733.910522
	Iteration 3Q: 3 clusters Score -231813.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -231878.656250 Penalty: 733.910522
	Iteration 4Q: 3 clusters Score -231878.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -231963.234375 Penalty: 733.910522
	Iteration 5Q: 3 clusters Score -231963.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -232068.406250 Penalty: 733.910522
	Iteration 6F: 3 clusters Score -232068.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -232181.937500 Penalty: 733.910522
	Iteration 7F: 3 clusters Score -232181.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -232294.093750 Penalty: 733.910522
	Iteration 8F: 3 clusters Score -232294.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -232401.765625 Penalty: 733.910522
	Iteration 9Q: 3 clusters Score -232401.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -232496.265625 Penalty: 733.910522
	Iteration 10Q: 3 clusters Score -232496.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -232578.953125 Penalty: 733.910522
	Iteration 11Q: 3 clusters Score -232579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -232625.078125 Penalty: 733.910522
	Iteration 12Q: 3 clusters Score -232625.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -232674.125000 Penalty: 733.910522
	Iteration 13Q: 3 clusters Score -232674.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -232699.937500 Penalty: 733.910522
	Iteration 14Q: 3 clusters Score -232699.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -232710.375000 Penalty: 733.910522
	Iteration 15Q: 3 clusters Score -232710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -232717.828125 Penalty: 733.910522
	Iteration 16Q: 3 clusters Score -232717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -232728.765625 Penalty: 733.910522
	Iteration 17Q: 3 clusters Score -232728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -232739.203125 Penalty: 733.910522
	Iteration 18Q: 3 clusters Score -232739.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -232746.875000 Penalty: 733.910522
	Iteration 19Q: 3 clusters Score -232746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -232755.921875 Penalty: 733.910522
	Iteration 20F: 3 clusters Score -232755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -232764.265625 Penalty: 733.910522
	Iteration 21Q: 3 clusters Score -232764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -232770.375000 Penalty: 733.910522
	Iteration 22Q: 3 clusters Score -232770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -232774.078125 Penalty: 733.910522
	Iteration 23Q: 3 clusters Score -232774.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -232774.468750 Penalty: 733.910522
	Iteration 24Q: 3 clusters Score -232774.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -232774.468750 Penalty: 733.910522
	Iteration 25F: 3 clusters Score -232774.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -481613.656250 Penalty: 397.253784
	Iteration 0F: 2 clusters Score -481613.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -477433.812500 Penalty: 794.507568
	Iteration 0F: 3 clusters Score -477433.8 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -479096.250000 Penalty: 794.507568
	Iteration 1F: 3 clusters Score -479096.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -479230.000000 Penalty: 794.507568
	Iteration 2F: 3 clusters Score -479230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -479387.312500 Penalty: 794.507568
	Iteration 3Q: 3 clusters Score -479387.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -479605.687500 Penalty: 794.507568
	Iteration 4F: 3 clusters Score -479605.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -479877.875000 Penalty: 794.507568
	Iteration 5F: 3 clusters Score -479877.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -480204.031250 Penalty: 794.507568
	Iteration 6F: 3 clusters Score -480204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -480427.562500 Penalty: 794.507568
	Iteration 7Q: 3 clusters Score -480427.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -480562.562500 Penalty: 794.507568
	Iteration 8Q: 3 clusters Score -480562.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -480669.218750 Penalty: 794.507568
	Iteration 9Q: 3 clusters Score -480669.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -480757.312500 Penalty: 794.507568
	Iteration 10Q: 3 clusters Score -480757.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -480816.750000 Penalty: 794.507568
	Iteration 11Q: 3 clusters Score -480816.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -480879.343750 Penalty: 794.507568
	Iteration 12Q: 3 clusters Score -480879.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -480918.281250 Penalty: 794.507568
	Iteration 13Q: 3 clusters Score -480918.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -480957.906250 Penalty: 794.507568
	Iteration 14Q: 3 clusters Score -480957.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -480984.375000 Penalty: 794.507568
	Iteration 15Q: 3 clusters Score -480984.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -481000.625000 Penalty: 794.507568
	Iteration 16Q: 3 clusters Score -481000.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -481012.437500 Penalty: 794.507568
	Iteration 17Q: 3 clusters Score -481012.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -481023.156250 Penalty: 794.507568
	Iteration 18Q: 3 clusters Score -481023.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -481029.937500 Penalty: 794.507568
	Iteration 19Q: 3 clusters Score -481029.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -481036.343750 Penalty: 794.507568
	Iteration 20F: 3 clusters Score -481036.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -481040.562500 Penalty: 794.507568
	Iteration 21Q: 3 clusters Score -481040.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -481044.218750 Penalty: 794.507568
	Iteration 22Q: 3 clusters Score -481044.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -481046.000000 Penalty: 794.507568
	Iteration 23Q: 3 clusters Score -481046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -481047.593750 Penalty: 794.507568
	Iteration 24Q: 3 clusters Score -481047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -481051.218750 Penalty: 794.507568
	Iteration 25Q: 3 clusters Score -481051.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -481054.343750 Penalty: 794.507568
	Iteration 26Q: 3 clusters Score -481054.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -481057.218750 Penalty: 794.507568
	Iteration 27Q: 3 clusters Score -481057.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -481060.187500 Penalty: 794.507568
	Iteration 28Q: 3 clusters Score -481060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -481063.437500 Penalty: 794.507568
	Iteration 29Q: 3 clusters Score -481063.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -481066.843750 Penalty: 794.507568
	Iteration 30Q: 3 clusters Score -481066.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -481071.906250 Penalty: 794.507568
	Iteration 31Q: 3 clusters Score -481071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -481073.593750 Penalty: 794.507568
	Iteration 32Q: 3 clusters Score -481073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -481075.562500 Penalty: 794.507568
	Iteration 33Q: 3 clusters Score -481075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -481077.781250 Penalty: 794.507568
	Iteration 34Q: 3 clusters Score -481077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -481081.843750 Penalty: 794.507568
	Iteration 35Q: 3 clusters Score -481081.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -481088.625000 Penalty: 794.507568
	Iteration 36Q: 3 clusters Score -481088.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -481094.593750 Penalty: 794.507568
	Iteration 37Q: 3 clusters Score -481094.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -481101.781250 Penalty: 794.507568
	Iteration 38Q: 3 clusters Score -481101.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -481104.875000 Penalty: 794.507568
	Iteration 39Q: 3 clusters Score -481104.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -481108.062500 Penalty: 794.507568
	Iteration 40F: 3 clusters Score -481108.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -481110.406250 Penalty: 794.507568
	Iteration 41Q: 3 clusters Score -481110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -481114.406250 Penalty: 794.507568
	Iteration 42Q: 3 clusters Score -481114.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -481119.500000 Penalty: 794.507568
	Iteration 43Q: 3 clusters Score -481119.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -481125.375000 Penalty: 794.507568
	Iteration 44Q: 3 clusters Score -481125.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -481130.937500 Penalty: 794.507568
	Iteration 45Q: 3 clusters Score -481130.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -481135.187500 Penalty: 794.507568
	Iteration 46Q: 3 clusters Score -481135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -481140.093750 Penalty: 794.507568
	Iteration 47Q: 3 clusters Score -481140.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -481144.500000 Penalty: 794.507568
	Iteration 48Q: 3 clusters Score -481144.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -481146.593750 Penalty: 794.507568
	Iteration 49Q: 3 clusters Score -481146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -481148.750000 Penalty: 794.507568
	Iteration 50Q: 3 clusters Score -481148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -481150.281250 Penalty: 794.507568
	Iteration 51Q: 3 clusters Score -481150.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -481154.718750 Penalty: 794.507568
	Iteration 52Q: 3 clusters Score -481154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -481157.781250 Penalty: 794.507568
	Iteration 53Q: 3 clusters Score -481157.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -481162.937500 Penalty: 794.507568
	Iteration 54Q: 3 clusters Score -481162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -481167.031250 Penalty: 794.507568
	Iteration 55Q: 3 clusters Score -481167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -481170.500000 Penalty: 794.507568
	Iteration 56Q: 3 clusters Score -481170.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -481172.625000 Penalty: 794.507568
	Iteration 57Q: 3 clusters Score -481172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -481178.468750 Penalty: 794.507568
	Iteration 58Q: 3 clusters Score -481178.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -481185.406250 Penalty: 794.507568
	Iteration 59Q: 3 clusters Score -481185.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -481191.250000 Penalty: 794.507568
	Iteration 60F: 3 clusters Score -481191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -481198.656250 Penalty: 794.507568
	Iteration 61Q: 3 clusters Score -481198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -481203.375000 Penalty: 794.507568
	Iteration 62Q: 3 clusters Score -481203.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -481206.187500 Penalty: 794.507568
	Iteration 63Q: 3 clusters Score -481206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -481209.312500 Penalty: 794.507568
	Iteration 64Q: 3 clusters Score -481209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -481210.906250 Penalty: 794.507568
	Iteration 65Q: 3 clusters Score -481210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -481212.218750 Penalty: 794.507568
	Iteration 66Q: 3 clusters Score -481212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -481214.125000 Penalty: 794.507568
	Iteration 67Q: 3 clusters Score -481214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -481214.218750 Penalty: 794.507568
	Iteration 68Q: 3 clusters Score -481214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -481217.406250 Penalty: 794.507568
	Iteration 69Q: 3 clusters Score -481217.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -481220.343750 Penalty: 794.507568
	Iteration 70Q: 3 clusters Score -481220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -481224.031250 Penalty: 794.507568
	Iteration 71Q: 3 clusters Score -481224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -481227.093750 Penalty: 794.507568
	Iteration 72Q: 3 clusters Score -481227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -481229.500000 Penalty: 794.507568
	Iteration 73Q: 3 clusters Score -481229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -481229.062500 Penalty: 794.507568
	Iteration 74Q: 3 clusters Score -481229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -481231.156250 Penalty: 794.507568
	Iteration 75Q: 3 clusters Score -481231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -481233.625000 Penalty: 794.507568
	Iteration 76Q: 3 clusters Score -481233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -481234.468750 Penalty: 794.507568
	Iteration 77Q: 3 clusters Score -481234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -481235.937500 Penalty: 794.507568
	Iteration 78Q: 3 clusters Score -481235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -481236.750000 Penalty: 794.507568
	Iteration 79Q: 3 clusters Score -481236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -481236.750000 Penalty: 794.507568
	Iteration 80F: 3 clusters Score -481236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Entering Unmasked Estep 
Score: -768022.187500 Penalty: 416.870544
	Iteration 0F: 2 clusters Score -768022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -761647.625000 Penalty: 833.741089
	Iteration 0F: 3 clusters Score -761647.6 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -764187.375000 Penalty: 833.741089
	Iteration 1F: 3 clusters Score -764187.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -764388.000000 Penalty: 833.741089
	Iteration 2F: 3 clusters Score -764388 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -764607.312500 Penalty: 833.741089
	Iteration 3F: 3 clusters Score -764607.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -764884.437500 Penalty: 833.741089
	Iteration 4F: 3 clusters Score -764884.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -765226.187500 Penalty: 833.741089
	Iteration 5F: 3 clusters Score -765226.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -765706.562500 Penalty: 833.741089
	Iteration 6F: 3 clusters Score -765706.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -766304.750000 Penalty: 833.741089
	Iteration 7F: 3 clusters Score -766304.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -766894.687500 Penalty: 833.741089
	Iteration 8F: 3 clusters Score -766894.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -767347.750000 Penalty: 833.741089
	Iteration 9Q: 3 clusters Score -767347.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -767545.000000 Penalty: 833.741089
	Iteration 10Q: 3 clusters Score -767545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -767598.000000 Penalty: 833.741089
	Iteration 11Q: 3 clusters Score -767598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -767624.875000 Penalty: 833.741089
	Iteration 12Q: 3 clusters Score -767624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -767634.187500 Penalty: 833.741089
	Iteration 13Q: 3 clusters Score -767634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -767646.312500 Penalty: 833.741089
	Iteration 14Q: 3 clusters Score -767646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -767648.750000 Penalty: 833.741089
	Iteration 15Q: 3 clusters Score -767648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -767650.437500 Penalty: 833.741089
	Iteration 16Q: 3 clusters Score -767650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -767651.000000 Penalty: 833.741089
	Iteration 17Q: 3 clusters Score -767651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -767653.312500 Penalty: 833.741089
	Iteration 18Q: 3 clusters Score -767653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -767655.000000 Penalty: 833.741089
	Iteration 19Q: 3 clusters Score -767655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -767655.000000 Penalty: 833.741089
	Iteration 20F: 3 clusters Score -767655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -177779.250000 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -177779.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -176158.046875 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -176158 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -176669.203125 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -176669.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -176756.546875 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -176756.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -176836.234375 Penalty: 703.485901
	Iteration 3F: 3 clusters Score -176836.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -176900.859375 Penalty: 703.485901
	Iteration 4F: 3 clusters Score -176900.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -176965.500000 Penalty: 703.485901
	Iteration 5Q: 3 clusters Score -176965.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -177066.281250 Penalty: 703.485901
	Iteration 6F: 3 clusters Score -177066.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -177168.031250 Penalty: 703.485901
	Iteration 7F: 3 clusters Score -177168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -177247.265625 Penalty: 703.485901
	Iteration 8F: 3 clusters Score -177247.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177300.109375 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -177300.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -177338.203125 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -177338.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -177368.500000 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -177368.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -177390.984375 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -177391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -177409.671875 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -177409.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -177429.921875 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -177429.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -177455.375000 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -177455.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -177473.734375 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -177473.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -177489.609375 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -177489.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -177499.171875 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -177499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -177504.781250 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -177504.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -177512.390625 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -177512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -177518.765625 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -177518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -177521.390625 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -177521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -177522.625000 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -177522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -177523.750000 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -177523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -177523.984375 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -177524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -177524.281250 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -177524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -177524.453125 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -177524.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -177524.453125 Penalty: 703.485901
	Iteration 28F: 3 clusters Score -177524.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -13379.501953 Penalty: 265.483887
	Iteration 0F: 2 clusters Score -13379.5 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 176 members 
Entering Unmasked Estep 
Score: -13010.069336 Penalty: 530.967773
	Iteration 0F: 3 clusters Score -13010.07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13161.723633 Penalty: 530.967773
	Iteration 1F: 3 clusters Score -13161.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13222.434570 Penalty: 530.967773
	Iteration 2F: 3 clusters Score -13222.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13261.210938 Penalty: 530.967773
	Iteration 3F: 3 clusters Score -13261.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13283.343750 Penalty: 530.967773
	Iteration 4Q: 3 clusters Score -13283.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -13298.785156 Penalty: 530.967773
	Iteration 5Q: 3 clusters Score -13298.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13301.492188 Penalty: 530.967773
	Iteration 6Q: 3 clusters Score -13301.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13301.492188 Penalty: 530.967773
	Iteration 7F: 3 clusters Score -13301.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1049463.125000 Penalty: 433.014191
	Iteration 0F: 2 clusters Score -1049463 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 6854 members 
Entering Unmasked Estep 
Score: -1040367.250000 Penalty: 866.028381
	Iteration 0F: 3 clusters Score -1040367 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1044381.750000 Penalty: 866.028381
	Iteration 1F: 3 clusters Score -1044382 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1044820.562500 Penalty: 866.028381
	Iteration 2F: 3 clusters Score -1044821 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1045452.000000 Penalty: 866.028381
	Iteration 3F: 3 clusters Score -1045452 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1046266.312500 Penalty: 866.028381
	Iteration 4F: 3 clusters Score -1046266 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1047035.375000 Penalty: 866.028381
	Iteration 5F: 3 clusters Score -1047035 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1047570.250000 Penalty: 866.028381
	Iteration 6Q: 3 clusters Score -1047570 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1047947.937500 Penalty: 866.028381
	Iteration 7Q: 3 clusters Score -1047948 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1048196.500000 Penalty: 866.028381
	Iteration 8Q: 3 clusters Score -1048196 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1048357.000000 Penalty: 866.028381
	Iteration 9Q: 3 clusters Score -1048357 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1048455.187500 Penalty: 866.028381
	Iteration 10Q: 3 clusters Score -1048455 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1048531.437500 Penalty: 866.028381
	Iteration 11Q: 3 clusters Score -1048531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1048604.000000 Penalty: 866.028381
	Iteration 12Q: 3 clusters Score -1048604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1048674.750000 Penalty: 866.028381
	Iteration 13Q: 3 clusters Score -1048675 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1048748.625000 Penalty: 866.028381
	Iteration 14Q: 3 clusters Score -1048749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1048816.625000 Penalty: 866.028381
	Iteration 15Q: 3 clusters Score -1048817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1048867.625000 Penalty: 866.028381
	Iteration 16Q: 3 clusters Score -1048868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1048921.500000 Penalty: 866.028381
	Iteration 17Q: 3 clusters Score -1048922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1048973.250000 Penalty: 866.028381
	Iteration 18Q: 3 clusters Score -1048973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1049014.500000 Penalty: 866.028381
	Iteration 19Q: 3 clusters Score -1049014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1049039.750000 Penalty: 866.028381
	Iteration 20F: 3 clusters Score -1049040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1049064.250000 Penalty: 866.028381
	Iteration 21Q: 3 clusters Score -1049064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1049087.250000 Penalty: 866.028381
	Iteration 22Q: 3 clusters Score -1049087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1049103.000000 Penalty: 866.028381
	Iteration 23Q: 3 clusters Score -1049103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1049111.750000 Penalty: 866.028381
	Iteration 24Q: 3 clusters Score -1049112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1049118.375000 Penalty: 866.028381
	Iteration 25Q: 3 clusters Score -1049118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1049123.750000 Penalty: 866.028381
	Iteration 26Q: 3 clusters Score -1049124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1049130.000000 Penalty: 866.028381
	Iteration 27Q: 3 clusters Score -1049130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1049134.625000 Penalty: 866.028381
	Iteration 28Q: 3 clusters Score -1049135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1049137.625000 Penalty: 866.028381
	Iteration 29Q: 3 clusters Score -1049138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1049143.250000 Penalty: 866.028381
	Iteration 30Q: 3 clusters Score -1049143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1049146.375000 Penalty: 866.028381
	Iteration 31Q: 3 clusters Score -1049146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1049149.250000 Penalty: 866.028381
	Iteration 32Q: 3 clusters Score -1049149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1049153.250000 Penalty: 866.028381
	Iteration 33Q: 3 clusters Score -1049153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1049154.250000 Penalty: 866.028381
	Iteration 34Q: 3 clusters Score -1049154 nChanged 4
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: -1049156.250000 Penalty: 866.028381
	Iteration 35Q: 3 clusters Score -1049156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1049156.875000 Penalty: 866.028381
	Iteration 36Q: 3 clusters Score -1049157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1049157.375000 Penalty: 866.028381
	Iteration 37Q: 3 clusters Score -1049157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1049157.875000 Penalty: 866.028381
	Iteration 38Q: 3 clusters Score -1049158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1049157.875000 Penalty: 866.028381
	Iteration 39F: 3 clusters Score -1049158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -217649.062500 Penalty: 363.985382
	Iteration 0F: 2 clusters Score -217649.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -215605.734375 Penalty: 727.970764
	Iteration 0F: 3 clusters Score -215605.7 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -216407.968750 Penalty: 727.970764
	Iteration 1F: 3 clusters Score -216408 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -216537.500000 Penalty: 727.970764
	Iteration 2F: 3 clusters Score -216537.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -216645.750000 Penalty: 727.970764
	Iteration 3F: 3 clusters Score -216645.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -216739.171875 Penalty: 727.970764
	Iteration 4F: 3 clusters Score -216739.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -216812.046875 Penalty: 727.970764
	Iteration 5Q: 3 clusters Score -216812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -216870.453125 Penalty: 727.970764
	Iteration 6Q: 3 clusters Score -216870.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -216923.093750 Penalty: 727.970764
	Iteration 7Q: 3 clusters Score -216923.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -216984.531250 Penalty: 727.970764
	Iteration 8Q: 3 clusters Score -216984.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -217050.609375 Penalty: 727.970764
	Iteration 9Q: 3 clusters Score -217050.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -217114.437500 Penalty: 727.970764
	Iteration 10Q: 3 clusters Score -217114.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -217169.296875 Penalty: 727.970764
	Iteration 11Q: 3 clusters Score -217169.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -217207.187500 Penalty: 727.970764
	Iteration 12Q: 3 clusters Score -217207.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -217246.828125 Penalty: 727.970764
	Iteration 13Q: 3 clusters Score -217246.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -217275.718750 Penalty: 727.970764
	Iteration 14Q: 3 clusters Score -217275.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -217298.234375 Penalty: 727.970764
	Iteration 15Q: 3 clusters Score -217298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -217311.046875 Penalty: 727.970764
	Iteration 16Q: 3 clusters Score -217311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -217318.718750 Penalty: 727.970764
	Iteration 17Q: 3 clusters Score -217318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -217324.531250 Penalty: 727.970764
	Iteration 18Q: 3 clusters Score -217324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -217330.921875 Penalty: 727.970764
	Iteration 19Q: 3 clusters Score -217330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -217333.984375 Penalty: 727.970764
	Iteration 20F: 3 clusters Score -217334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -217337.875000 Penalty: 727.970764
	Iteration 21Q: 3 clusters Score -217337.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -217339.406250 Penalty: 727.970764
	Iteration 22Q: 3 clusters Score -217339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -217339.500000 Penalty: 727.970764
	Iteration 23Q: 3 clusters Score -217339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -217339.500000 Penalty: 727.970764
	Iteration 24F: 3 clusters Score -217339.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -3677.127930 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -3677.128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3372.891113 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -3372.891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3458.771240 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -3458.771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3490.168213 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -3490.168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3503.347412 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -3503.347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3509.326416 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -3509.326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3520.906982 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -3520.907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3530.428711 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -3530.429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3535.572266 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -3535.572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3538.740723 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -3538.741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3540.319824 Penalty: 491.232819
	Iteration 9Q: 3 clusters Score -3540.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3540.319824 Penalty: 491.232819
	Iteration 10F: 3 clusters Score -3540.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -48355.375000 Penalty: 297.682465
	Iteration 0F: 2 clusters Score -48355.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47771.628906 Penalty: 595.364929
	Iteration 0F: 3 clusters Score -47771.63 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48033.996094 Penalty: 595.364929
	Iteration 1F: 3 clusters Score -48034 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48135.398438 Penalty: 595.364929
	Iteration 2F: 3 clusters Score -48135.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -48204.304688 Penalty: 595.364929
	Iteration 3F: 3 clusters Score -48204.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48236.148438 Penalty: 595.364929
	Iteration 4Q: 3 clusters Score -48236.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48255.281250 Penalty: 595.364929
	Iteration 5Q: 3 clusters Score -48255.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48269.636719 Penalty: 595.364929
	Iteration 6Q: 3 clusters Score -48269.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48275.980469 Penalty: 595.364929
	Iteration 7Q: 3 clusters Score -48275.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48278.429688 Penalty: 595.364929
	Iteration 8Q: 3 clusters Score -48278.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48278.429688 Penalty: 595.364929
	Iteration 9F: 3 clusters Score -48278.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -127069.687500 Penalty: 334.125885
	Iteration 0F: 2 clusters Score -127069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -125904.687500 Penalty: 668.251770
	Iteration 0F: 3 clusters Score -125904.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -126264.703125 Penalty: 668.251770
	Iteration 1F: 3 clusters Score -126264.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -126314.421875 Penalty: 668.251770
	Iteration 2F: 3 clusters Score -126314.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -126358.351562 Penalty: 668.251770
	Iteration 3F: 3 clusters Score -126358.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -126401.523438 Penalty: 668.251770
	Iteration 4Q: 3 clusters Score -126401.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -126438.296875 Penalty: 668.251770
	Iteration 5Q: 3 clusters Score -126438.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -126459.289062 Penalty: 668.251770
	Iteration 6Q: 3 clusters Score -126459.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -126486.625000 Penalty: 668.251770
	Iteration 7Q: 3 clusters Score -126486.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -126510.601562 Penalty: 668.251770
	Iteration 8Q: 3 clusters Score -126510.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -126531.953125 Penalty: 668.251770
	Iteration 9Q: 3 clusters Score -126532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -126544.640625 Penalty: 668.251770
	Iteration 10Q: 3 clusters Score -126544.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -126555.562500 Penalty: 668.251770
	Iteration 11Q: 3 clusters Score -126555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -126563.984375 Penalty: 668.251770
	Iteration 12Q: 3 clusters Score -126564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -126569.734375 Penalty: 668.251770
	Iteration 13Q: 3 clusters Score -126569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -126573.992188 Penalty: 668.251770
	Iteration 14Q: 3 clusters Score -126574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -126584.195312 Penalty: 668.251770
	Iteration 15Q: 3 clusters Score -126584.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -126592.187500 Penalty: 668.251770
	Iteration 16Q: 3 clusters Score -126592.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -126598.156250 Penalty: 668.251770
	Iteration 17Q: 3 clusters Score -126598.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -126604.515625 Penalty: 668.251770
	Iteration 18Q: 3 clusters Score -126604.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -126613.171875 Penalty: 668.251770
	Iteration 19Q: 3 clusters Score -126613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -126623.062500 Penalty: 668.251770
	Iteration 20F: 3 clusters Score -126623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -126632.859375 Penalty: 668.251770
	Iteration 21Q: 3 clusters Score -126632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -126634.890625 Penalty: 668.251770
	Iteration 22Q: 3 clusters Score -126634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -126637.468750 Penalty: 668.251770
	Iteration 23Q: 3 clusters Score -126637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -126639.781250 Penalty: 668.251770
	Iteration 24Q: 3 clusters Score -126639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -126642.507812 Penalty: 668.251770
	Iteration 25Q: 3 clusters Score -126642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -126645.757812 Penalty: 668.251770
	Iteration 26Q: 3 clusters Score -126645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -126648.578125 Penalty: 668.251770
	Iteration 27Q: 3 clusters Score -126648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -126648.656250 Penalty: 668.251770
	Iteration 28Q: 3 clusters Score -126648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -126649.429688 Penalty: 668.251770
	Iteration 29Q: 3 clusters Score -126649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -126649.851562 Penalty: 668.251770
	Iteration 30Q: 3 clusters Score -126649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -126650.546875 Penalty: 668.251770
	Iteration 31Q: 3 clusters Score -126650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -126651.148438 Penalty: 668.251770
	Iteration 32Q: 3 clusters Score -126651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -126651.281250 Penalty: 668.251770
	Iteration 33Q: 3 clusters Score -126651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -126651.281250 Penalty: 668.251770
	Iteration 34F: 3 clusters Score -126651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -43877.062500 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -43877.06 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 350 members 
Entering Unmasked Estep 
Score: -43277.183594 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -43277.18 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43462.929688 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -43462.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43525.957031 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -43525.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -43588.671875 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -43588.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43647.855469 Penalty: 590.793823
	Iteration 4F: 3 clusters Score -43647.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43712.945312 Penalty: 590.793823
	Iteration 5F: 3 clusters Score -43712.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -43739.765625 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -43739.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43746.570312 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -43746.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -43748.468750 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -43748.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43750.394531 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -43750.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43751.960938 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -43751.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -43752.921875 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -43752.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43753.039062 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -43753.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -43753.039062 Penalty: 590.793823
	Iteration 13F: 3 clusters Score -43753.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -17044.775391 Penalty: 250.492584
	Iteration 0F: 2 clusters Score -17044.78 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 133 members 
Entering Unmasked Estep 
Score: -16728.654297 Penalty: 500.985168
	Iteration 0F: 3 clusters Score -16728.65 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16818.691406 Penalty: 500.985168
	Iteration 1F: 3 clusters Score -16818.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -16843.746094 Penalty: 500.985168
	Iteration 2F: 3 clusters Score -16843.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16856.105469 Penalty: 500.985168
	Iteration 3Q: 3 clusters Score -16856.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16865.212891 Penalty: 500.985168
	Iteration 4Q: 3 clusters Score -16865.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16874.529297 Penalty: 500.985168
	Iteration 5Q: 3 clusters Score -16874.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -16876.371094 Penalty: 500.985168
	Iteration 6Q: 3 clusters Score -16876.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16880.736328 Penalty: 500.985168
	Iteration 7Q: 3 clusters Score -16880.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16880.736328 Penalty: 500.985168
	Iteration 8F: 3 clusters Score -16880.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Entering Unmasked Estep 
Score: -989546.562500 Penalty: 431.668243
	Iteration 0F: 2 clusters Score -989546.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -980760.062500 Penalty: 863.336487
	Iteration 0F: 3 clusters Score -980760.1 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -984698.500000 Penalty: 863.336487
	Iteration 1F: 3 clusters Score -984698.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -985200.187500 Penalty: 863.336487
	Iteration 2F: 3 clusters Score -985200.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -985765.750000 Penalty: 863.336487
	Iteration 3F: 3 clusters Score -985765.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -986492.562500 Penalty: 863.336487
	Iteration 4F: 3 clusters Score -986492.6 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -987265.312500 Penalty: 863.336487
	Iteration 5F: 3 clusters Score -987265.3 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -987989.187500 Penalty: 863.336487
	Iteration 6F: 3 clusters Score -987989.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -988537.250000 Penalty: 863.336487
	Iteration 7Q: 3 clusters Score -988537.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -988841.125000 Penalty: 863.336487
	Iteration 8Q: 3 clusters Score -988841.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -989023.625000 Penalty: 863.336487
	Iteration 9Q: 3 clusters Score -989023.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -989136.437500 Penalty: 863.336487
	Iteration 10Q: 3 clusters Score -989136.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -989212.125000 Penalty: 863.336487
	Iteration 11Q: 3 clusters Score -989212.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -989278.187500 Penalty: 863.336487
	Iteration 12Q: 3 clusters Score -989278.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -989351.687500 Penalty: 863.336487
	Iteration 13Q: 3 clusters Score -989351.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -989423.000000 Penalty: 863.336487
	Iteration 14Q: 3 clusters Score -989423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -989453.187500 Penalty: 863.336487
	Iteration 15Q: 3 clusters Score -989453.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -989461.687500 Penalty: 863.336487
	Iteration 16Q: 3 clusters Score -989461.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -989466.937500 Penalty: 863.336487
	Iteration 17Q: 3 clusters Score -989466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -989469.562500 Penalty: 863.336487
	Iteration 18Q: 3 clusters Score -989469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -989469.125000 Penalty: 863.336487
	Iteration 19Q: 3 clusters Score -989469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -989470.437500 Penalty: 863.336487
	Iteration 20F: 3 clusters Score -989470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -989471.750000 Penalty: 863.336487
	Iteration 21Q: 3 clusters Score -989471.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -989472.000000 Penalty: 863.336487
	Iteration 22Q: 3 clusters Score -989472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -989472.125000 Penalty: 863.336487
	Iteration 23Q: 3 clusters Score -989472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -989471.250000 Penalty: 863.336487
	Iteration 24Q: 3 clusters Score -989471.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -989473.312500 Penalty: 863.336487
	Iteration 25Q: 3 clusters Score -989473.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -989473.062500 Penalty: 863.336487
	Iteration 26Q: 3 clusters Score -989473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -989473.062500 Penalty: 863.336487
	Iteration 27F: 3 clusters Score -989473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -211772.750000 Penalty: 361.907959
	Iteration 0F: 2 clusters Score -211772.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -209768.281250 Penalty: 723.815918
	Iteration 0F: 3 clusters Score -209768.3 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -210469.781250 Penalty: 723.815918
	Iteration 1F: 3 clusters Score -210469.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -210545.515625 Penalty: 723.815918
	Iteration 2F: 3 clusters Score -210545.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -210592.812500 Penalty: 723.815918
	Iteration 3Q: 3 clusters Score -210592.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -210636.406250 Penalty: 723.815918
	Iteration 4Q: 3 clusters Score -210636.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -210686.187500 Penalty: 723.815918
	Iteration 5Q: 3 clusters Score -210686.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -210742.281250 Penalty: 723.815918
	Iteration 6Q: 3 clusters Score -210742.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -210791.000000 Penalty: 723.815918
	Iteration 7Q: 3 clusters Score -210791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -210843.468750 Penalty: 723.815918
	Iteration 8Q: 3 clusters Score -210843.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -210889.046875 Penalty: 723.815918
	Iteration 9Q: 3 clusters Score -210889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -210939.859375 Penalty: 723.815918
	Iteration 10Q: 3 clusters Score -210939.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -210999.046875 Penalty: 723.815918
	Iteration 11Q: 3 clusters Score -210999 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -211054.359375 Penalty: 723.815918
	Iteration 12Q: 3 clusters Score -211054.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -211104.546875 Penalty: 723.815918
	Iteration 13Q: 3 clusters Score -211104.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -211143.046875 Penalty: 723.815918
	Iteration 14Q: 3 clusters Score -211143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -211174.968750 Penalty: 723.815918
	Iteration 15Q: 3 clusters Score -211175 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -211203.640625 Penalty: 723.815918
	Iteration 16Q: 3 clusters Score -211203.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -211230.453125 Penalty: 723.815918
	Iteration 17Q: 3 clusters Score -211230.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -211253.953125 Penalty: 723.815918
	Iteration 18Q: 3 clusters Score -211254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -211274.531250 Penalty: 723.815918
	Iteration 19Q: 3 clusters Score -211274.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -211299.156250 Penalty: 723.815918
	Iteration 20F: 3 clusters Score -211299.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -211322.015625 Penalty: 723.815918
	Iteration 21Q: 3 clusters Score -211322 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -211344.640625 Penalty: 723.815918
	Iteration 22Q: 3 clusters Score -211344.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -211366.203125 Penalty: 723.815918
	Iteration 23Q: 3 clusters Score -211366.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -211384.812500 Penalty: 723.815918
	Iteration 24Q: 3 clusters Score -211384.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -211407.437500 Penalty: 723.815918
	Iteration 25Q: 3 clusters Score -211407.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -211423.562500 Penalty: 723.815918
	Iteration 26Q: 3 clusters Score -211423.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -211436.687500 Penalty: 723.815918
	Iteration 27Q: 3 clusters Score -211436.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -211447.515625 Penalty: 723.815918
	Iteration 28Q: 3 clusters Score -211447.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -211456.015625 Penalty: 723.815918
	Iteration 29Q: 3 clusters Score -211456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -211466.046875 Penalty: 723.815918
	Iteration 30Q: 3 clusters Score -211466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -211478.890625 Penalty: 723.815918
	Iteration 31Q: 3 clusters Score -211478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -211487.109375 Penalty: 723.815918
	Iteration 32Q: 3 clusters Score -211487.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -211490.656250 Penalty: 723.815918
	Iteration 33Q: 3 clusters Score -211490.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -211494.468750 Penalty: 723.815918
	Iteration 34Q: 3 clusters Score -211494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -211497.796875 Penalty: 723.815918
	Iteration 35Q: 3 clusters Score -211497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -211501.359375 Penalty: 723.815918
	Iteration 36Q: 3 clusters Score -211501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -211506.046875 Penalty: 723.815918
	Iteration 37Q: 3 clusters Score -211506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -211510.265625 Penalty: 723.815918
	Iteration 38Q: 3 clusters Score -211510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -211514.718750 Penalty: 723.815918
	Iteration 39Q: 3 clusters Score -211514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -211517.468750 Penalty: 723.815918
	Iteration 40F: 3 clusters Score -211517.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -211520.921875 Penalty: 723.815918
	Iteration 41Q: 3 clusters Score -211520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -211523.187500 Penalty: 723.815918
	Iteration 42Q: 3 clusters Score -211523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -211523.640625 Penalty: 723.815918
	Iteration 43Q: 3 clusters Score -211523.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -211523.640625 Penalty: 723.815918
	Iteration 44F: 3 clusters Score -211523.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -116757.343750 Penalty: 335.914978
	Iteration 0F: 2 clusters Score -116757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -115590.031250 Penalty: 671.829956
	Iteration 0F: 3 clusters Score -115590 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -116010.000000 Penalty: 671.829956
	Iteration 1F: 3 clusters Score -116010 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -116079.695312 Penalty: 671.829956
	Iteration 2F: 3 clusters Score -116079.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116147.421875 Penalty: 671.829956
	Iteration 3F: 3 clusters Score -116147.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116215.671875 Penalty: 671.829956
	Iteration 4F: 3 clusters Score -116215.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116284.156250 Penalty: 671.829956
	Iteration 5F: 3 clusters Score -116284.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116341.289062 Penalty: 671.829956
	Iteration 6Q: 3 clusters Score -116341.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -116367.242188 Penalty: 671.829956
	Iteration 7Q: 3 clusters Score -116367.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116394.398438 Penalty: 671.829956
	Iteration 8Q: 3 clusters Score -116394.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -116425.757812 Penalty: 671.829956
	Iteration 9Q: 3 clusters Score -116425.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -116448.734375 Penalty: 671.829956
	Iteration 10Q: 3 clusters Score -116448.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -116462.734375 Penalty: 671.829956
	Iteration 11Q: 3 clusters Score -116462.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -116474.484375 Penalty: 671.829956
	Iteration 12Q: 3 clusters Score -116474.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -116486.539062 Penalty: 671.829956
	Iteration 13Q: 3 clusters Score -116486.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -116493.476562 Penalty: 671.829956
	Iteration 14Q: 3 clusters Score -116493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -116499.625000 Penalty: 671.829956
	Iteration 15Q: 3 clusters Score -116499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -116507.890625 Penalty: 671.829956
	Iteration 16Q: 3 clusters Score -116507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -116512.648438 Penalty: 671.829956
	Iteration 17Q: 3 clusters Score -116512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -116516.218750 Penalty: 671.829956
	Iteration 18Q: 3 clusters Score -116516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -116519.132812 Penalty: 671.829956
	Iteration 19Q: 3 clusters Score -116519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -116523.054688 Penalty: 671.829956
	Iteration 20F: 3 clusters Score -116523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -116523.484375 Penalty: 671.829956
	Iteration 21Q: 3 clusters Score -116523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -116523.484375 Penalty: 671.829956
	Iteration 22F: 3 clusters Score -116523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -57627.136719 Penalty: 307.440430
	Iteration 0F: 2 clusters Score -57627.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -56909.726562 Penalty: 614.880859
	Iteration 0F: 3 clusters Score -56909.73 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -57132.953125 Penalty: 614.880859
	Iteration 1F: 3 clusters Score -57132.95 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57183.507812 Penalty: 614.880859
	Iteration 2F: 3 clusters Score -57183.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57216.144531 Penalty: 614.880859
	Iteration 3F: 3 clusters Score -57216.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57240.933594 Penalty: 614.880859
	Iteration 4Q: 3 clusters Score -57240.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57281.281250 Penalty: 614.880859
	Iteration 5Q: 3 clusters Score -57281.28 nChanged 32
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: -57304.890625 Penalty: 614.880859
	Iteration 6Q: 3 clusters Score -57304.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57323.378906 Penalty: 614.880859
	Iteration 7Q: 3 clusters Score -57323.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57346.054688 Penalty: 614.880859
	Iteration 8Q: 3 clusters Score -57346.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57359.550781 Penalty: 614.880859
	Iteration 9Q: 3 clusters Score -57359.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57367.609375 Penalty: 614.880859
	Iteration 10Q: 3 clusters Score -57367.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57372.109375 Penalty: 614.880859
	Iteration 11Q: 3 clusters Score -57372.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57373.660156 Penalty: 614.880859
	Iteration 12Q: 3 clusters Score -57373.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57375.289062 Penalty: 614.880859
	Iteration 13Q: 3 clusters Score -57375.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57376.089844 Penalty: 614.880859
	Iteration 14Q: 3 clusters Score -57376.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57376.089844 Penalty: 614.880859
	Iteration 15F: 3 clusters Score -57376.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Entering Unmasked Estep 
Score: -1816799.000000 Penalty: 456.955994
	Iteration 0F: 2 clusters Score -1816799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1801585.875000 Penalty: 913.911987
	Iteration 0F: 3 clusters Score -1801586 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1808229.250000 Penalty: 913.911987
	Iteration 1F: 3 clusters Score -1808229 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1808912.125000 Penalty: 913.911987
	Iteration 2F: 3 clusters Score -1808912 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1809861.375000 Penalty: 913.911987
	Iteration 3F: 3 clusters Score -1809861 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1811072.125000 Penalty: 913.911987
	Iteration 4F: 3 clusters Score -1811072 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1812323.750000 Penalty: 913.911987
	Iteration 5F: 3 clusters Score -1812324 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1813093.125000 Penalty: 913.911987
	Iteration 6F: 3 clusters Score -1813093 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1813430.250000 Penalty: 913.911987
	Iteration 7Q: 3 clusters Score -1813430 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1813629.000000 Penalty: 913.911987
	Iteration 8Q: 3 clusters Score -1813629 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1813787.500000 Penalty: 913.911987
	Iteration 9Q: 3 clusters Score -1813788 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1813947.000000 Penalty: 913.911987
	Iteration 10Q: 3 clusters Score -1813947 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1814141.000000 Penalty: 913.911987
	Iteration 11Q: 3 clusters Score -1814141 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1814348.875000 Penalty: 913.911987
	Iteration 12Q: 3 clusters Score -1814349 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1814575.250000 Penalty: 913.911987
	Iteration 13Q: 3 clusters Score -1814575 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1814830.625000 Penalty: 913.911987
	Iteration 14Q: 3 clusters Score -1814831 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1815100.500000 Penalty: 913.911987
	Iteration 15Q: 3 clusters Score -1815100 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1815317.000000 Penalty: 913.911987
	Iteration 16Q: 3 clusters Score -1815317 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1815487.500000 Penalty: 913.911987
	Iteration 17Q: 3 clusters Score -1815488 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1815602.250000 Penalty: 913.911987
	Iteration 18Q: 3 clusters Score -1815602 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1815663.625000 Penalty: 913.911987
	Iteration 19Q: 3 clusters Score -1815664 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1815705.125000 Penalty: 913.911987
	Iteration 20F: 3 clusters Score -1815705 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1815722.500000 Penalty: 913.911987
	Iteration 21Q: 3 clusters Score -1815722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1815730.875000 Penalty: 913.911987
	Iteration 22Q: 3 clusters Score -1815731 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1815737.375000 Penalty: 913.911987
	Iteration 23Q: 3 clusters Score -1815737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1815739.000000 Penalty: 913.911987
	Iteration 24Q: 3 clusters Score -1815739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1815746.875000 Penalty: 913.911987
	Iteration 25Q: 3 clusters Score -1815747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1815753.500000 Penalty: 913.911987
	Iteration 26Q: 3 clusters Score -1815754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1815749.125000 Penalty: 913.911987
	Iteration 27Q: 3 clusters Score -1815749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1815751.375000 Penalty: 913.911987
	Iteration 28Q: 3 clusters Score -1815751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1815752.125000 Penalty: 913.911987
	Iteration 29Q: 3 clusters Score -1815752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1815750.750000 Penalty: 913.911987
	Iteration 30Q: 3 clusters Score -1815751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1815752.375000 Penalty: 913.911987
	Iteration 31Q: 3 clusters Score -1815752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1815752.375000 Penalty: 913.911987
	Iteration 32Q: 3 clusters Score -1815752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1815753.750000 Penalty: 913.911987
	Iteration 33Q: 3 clusters Score -1815754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1815754.000000 Penalty: 913.911987
	Iteration 34Q: 3 clusters Score -1815754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1815754.375000 Penalty: 913.911987
	Iteration 35Q: 3 clusters Score -1815754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -1815754.625000 Penalty: 913.911987
	Iteration 36Q: 3 clusters Score -1815755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1815756.000000 Penalty: 913.911987
	Iteration 37Q: 3 clusters Score -1815756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1815755.500000 Penalty: 913.911987
	Iteration 38Q: 3 clusters Score -1815756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1815755.500000 Penalty: 913.911987
	Iteration 39F: 3 clusters Score -1815756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -570855.562500 Penalty: 403.139801
	Iteration 0F: 2 clusters Score -570855.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -566162.750000 Penalty: 806.279602
	Iteration 0F: 3 clusters Score -566162.8 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -568385.062500 Penalty: 806.279602
	Iteration 1F: 3 clusters Score -568385.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -568770.187500 Penalty: 806.279602
	Iteration 2F: 3 clusters Score -568770.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -569157.187500 Penalty: 806.279602
	Iteration 3F: 3 clusters Score -569157.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -569536.437500 Penalty: 806.279602
	Iteration 4F: 3 clusters Score -569536.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -569848.937500 Penalty: 806.279602
	Iteration 5Q: 3 clusters Score -569848.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -570129.375000 Penalty: 806.279602
	Iteration 6Q: 3 clusters Score -570129.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -570329.312500 Penalty: 806.279602
	Iteration 7Q: 3 clusters Score -570329.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -570428.937500 Penalty: 806.279602
	Iteration 8Q: 3 clusters Score -570428.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -570484.625000 Penalty: 806.279602
	Iteration 9Q: 3 clusters Score -570484.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -570511.500000 Penalty: 806.279602
	Iteration 10Q: 3 clusters Score -570511.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -570524.250000 Penalty: 806.279602
	Iteration 11Q: 3 clusters Score -570524.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -570531.437500 Penalty: 806.279602
	Iteration 12Q: 3 clusters Score -570531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -570535.250000 Penalty: 806.279602
	Iteration 13Q: 3 clusters Score -570535.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -570539.375000 Penalty: 806.279602
	Iteration 14Q: 3 clusters Score -570539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -570544.187500 Penalty: 806.279602
	Iteration 15Q: 3 clusters Score -570544.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -570552.125000 Penalty: 806.279602
	Iteration 16Q: 3 clusters Score -570552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -570557.437500 Penalty: 806.279602
	Iteration 17Q: 3 clusters Score -570557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -570557.500000 Penalty: 806.279602
	Iteration 18Q: 3 clusters Score -570557.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -570559.312500 Penalty: 806.279602
	Iteration 19Q: 3 clusters Score -570559.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -570558.750000 Penalty: 806.279602
	Iteration 20F: 3 clusters Score -570558.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -570559.500000 Penalty: 806.279602
	Iteration 21Q: 3 clusters Score -570559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -570560.312500 Penalty: 806.279602
	Iteration 22Q: 3 clusters Score -570560.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -570560.812500 Penalty: 806.279602
	Iteration 23Q: 3 clusters Score -570560.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -570561.250000 Penalty: 806.279602
	Iteration 24Q: 3 clusters Score -570561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -570561.500000 Penalty: 806.279602
	Iteration 25Q: 3 clusters Score -570561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -570562.312500 Penalty: 806.279602
	Iteration 26Q: 3 clusters Score -570562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -570562.500000 Penalty: 806.279602
	Iteration 27Q: 3 clusters Score -570562.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -570562.625000 Penalty: 806.279602
	Iteration 28Q: 3 clusters Score -570562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -570562.625000 Penalty: 806.279602
	Iteration 29F: 3 clusters Score -570562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -68836.960938 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -68836.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68081.078125 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -68081.08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68288.445312 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -68288.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68325.398438 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -68325.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68348.437500 Penalty: 618.916748
	Iteration 3Q: 3 clusters Score -68348.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68363.304688 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -68363.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68376.453125 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -68376.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68388.226562 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -68388.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68398.398438 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -68398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68407.343750 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -68407.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68422.484375 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -68422.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68440.500000 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -68440.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68452.851562 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -68452.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68467.679688 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -68467.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68480.835938 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -68480.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68488.882812 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -68488.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68494.703125 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -68494.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -68500.335938 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -68500.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68501.484375 Penalty: 618.916748
	Iteration 17Q: 3 clusters Score -68501.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68501.804688 Penalty: 618.916748
	Iteration 18Q: 3 clusters Score -68501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68501.804688 Penalty: 618.916748
	Iteration 19F: 3 clusters Score -68501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9439.470703 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -9439.471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9205.577148 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -9205.577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9274.730469 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -9274.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9315.746094 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -9315.746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9326.905273 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -9326.905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9330.327148 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -9330.327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9330.327148 Penalty: 466.820770
	Iteration 5F: 3 clusters Score -9330.327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (33791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Entering Unmasked Estep 
Score: -2629768.750000 Penalty: 474.471710
	Iteration 0F: 2 clusters Score -2629769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2607454.250000 Penalty: 948.943420
	Iteration 0F: 3 clusters Score -2607454 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2617442.500000 Penalty: 948.943420
	Iteration 1F: 3 clusters Score -2617442 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2618248.750000 Penalty: 948.943420
	Iteration 2F: 3 clusters Score -2618249 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2619445.250000 Penalty: 948.943420
	Iteration 3F: 3 clusters Score -2619445 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2621082.000000 Penalty: 948.943420
	Iteration 4F: 3 clusters Score -2621082 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2623258.500000 Penalty: 948.943420
	Iteration 5F: 3 clusters Score -2623258 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2625577.750000 Penalty: 948.943420
	Iteration 6F: 3 clusters Score -2625578 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2627356.750000 Penalty: 948.943420
	Iteration 7F: 3 clusters Score -2627357 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2628408.000000 Penalty: 948.943420
	Iteration 8Q: 3 clusters Score -2628408 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2628922.000000 Penalty: 948.943420
	Iteration 9Q: 3 clusters Score -2628922 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2629163.250000 Penalty: 948.943420
	Iteration 10Q: 3 clusters Score -2629163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2629262.500000 Penalty: 948.943420
	Iteration 11Q: 3 clusters Score -2629262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2629301.250000 Penalty: 948.943420
	Iteration 12Q: 3 clusters Score -2629301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2629325.500000 Penalty: 948.943420
	Iteration 13Q: 3 clusters Score -2629326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2629332.250000 Penalty: 948.943420
	Iteration 14Q: 3 clusters Score -2629332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2629340.500000 Penalty: 948.943420
	Iteration 15Q: 3 clusters Score -2629340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2629343.000000 Penalty: 948.943420
	Iteration 16Q: 3 clusters Score -2629343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2629349.750000 Penalty: 948.943420
	Iteration 17Q: 3 clusters Score -2629350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2629350.750000 Penalty: 948.943420
	Iteration 18Q: 3 clusters Score -2629351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2629350.750000 Penalty: 948.943420
	Iteration 19Q: 3 clusters Score -2629351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2629353.250000 Penalty: 948.943420
	Iteration 20F: 3 clusters Score -2629353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -12187.392578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -12187.39 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 191 members 
Entering Unmasked Estep 
Score: -11778.547852 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -11778.55 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -11930.229492 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -11930.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11984.554688 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -11984.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12006.898438 Penalty: 541.271179
	Iteration 3Q: 3 clusters Score -12006.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12018.214844 Penalty: 541.271179
	Iteration 4Q: 3 clusters Score -12018.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12023.926758 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -12023.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12029.761719 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -12029.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12031.005859 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -12031.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12032.028320 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -12032.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12032.416016 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -12032.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12034.059570 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -12034.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12035.933594 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -12035.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12035.933594 Penalty: 541.271179
	Iteration 12F: 3 clusters Score -12035.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Entering Unmasked Estep 
Score: -1240085.125000 Penalty: 439.344482
	Iteration 0F: 2 clusters Score -1240085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1229679.875000 Penalty: 878.688965
	Iteration 0F: 3 clusters Score -1229680 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1233876.500000 Penalty: 878.688965
	Iteration 1F: 3 clusters Score -1233876 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1234016.375000 Penalty: 878.688965
	Iteration 2Q: 3 clusters Score -1234016 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1234167.250000 Penalty: 878.688965
	Iteration 3Q: 3 clusters Score -1234167 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1234333.125000 Penalty: 878.688965
	Iteration 4Q: 3 clusters Score -1234333 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1234523.625000 Penalty: 878.688965
	Iteration 5Q: 3 clusters Score -1234524 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1234782.750000 Penalty: 878.688965
	Iteration 6Q: 3 clusters Score -1234783 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1235191.875000 Penalty: 878.688965
	Iteration 7Q: 3 clusters Score -1235192 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1235682.125000 Penalty: 878.688965
	Iteration 8F: 3 clusters Score -1235682 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1236245.250000 Penalty: 878.688965
	Iteration 9F: 3 clusters Score -1236245 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1236813.750000 Penalty: 878.688965
	Iteration 10F: 3 clusters Score -1236814 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1237302.750000 Penalty: 878.688965
	Iteration 11F: 3 clusters Score -1237303 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1237671.375000 Penalty: 878.688965
	Iteration 12Q: 3 clusters Score -1237671 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1237957.500000 Penalty: 878.688965
	Iteration 13Q: 3 clusters Score -1237958 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1238217.500000 Penalty: 878.688965
	Iteration 14Q: 3 clusters Score -1238218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1238457.250000 Penalty: 878.688965
	Iteration 15Q: 3 clusters Score -1238457 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1238699.250000 Penalty: 878.688965
	Iteration 16Q: 3 clusters Score -1238699 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1238911.250000 Penalty: 878.688965
	Iteration 17Q: 3 clusters Score -1238911 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1239099.000000 Penalty: 878.688965
	Iteration 18Q: 3 clusters Score -1239099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1239265.250000 Penalty: 878.688965
	Iteration 19Q: 3 clusters Score -1239265 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1239412.625000 Penalty: 878.688965
	Iteration 20F: 3 clusters Score -1239413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1239512.250000 Penalty: 878.688965
	Iteration 21Q: 3 clusters Score -1239512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1239576.125000 Penalty: 878.688965
	Iteration 22Q: 3 clusters Score -1239576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1239614.750000 Penalty: 878.688965
	Iteration 23Q: 3 clusters Score -1239615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1239647.625000 Penalty: 878.688965
	Iteration 24Q: 3 clusters Score -1239648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1239668.750000 Penalty: 878.688965
	Iteration 25Q: 3 clusters Score -1239669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1239680.750000 Penalty: 878.688965
	Iteration 26Q: 3 clusters Score -1239681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1239686.000000 Penalty: 878.688965
	Iteration 27Q: 3 clusters Score -1239686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1239688.625000 Penalty: 878.688965
	Iteration 28Q: 3 clusters Score -1239689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1239691.125000 Penalty: 878.688965
	Iteration 29Q: 3 clusters Score -1239691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1239698.000000 Penalty: 878.688965
	Iteration 30Q: 3 clusters Score -1239698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1239704.125000 Penalty: 878.688965
	Iteration 31Q: 3 clusters Score -1239704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1239706.750000 Penalty: 878.688965
	Iteration 32Q: 3 clusters Score -1239707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1239711.750000 Penalty: 878.688965
	Iteration 33Q: 3 clusters Score -1239712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1239714.500000 Penalty: 878.688965
	Iteration 34Q: 3 clusters Score -1239714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1239714.500000 Penalty: 878.688965
	Iteration 35F: 3 clusters Score -1239714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Entering Unmasked Estep 
Score: -1766459.750000 Penalty: 454.112488
	Iteration 0F: 2 clusters Score -1766460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1752259.125000 Penalty: 908.224976
	Iteration 0F: 3 clusters Score -1752259 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1758267.500000 Penalty: 908.224976
	Iteration 1F: 3 clusters Score -1758268 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1758511.875000 Penalty: 908.224976
	Iteration 2Q: 3 clusters Score -1758512 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1758810.875000 Penalty: 908.224976
	Iteration 3Q: 3 clusters Score -1758811 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1759267.625000 Penalty: 908.224976
	Iteration 4Q: 3 clusters Score -1759268 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1759973.375000 Penalty: 908.224976
	Iteration 5F: 3 clusters Score -1759973 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1761018.000000 Penalty: 908.224976
	Iteration 6F: 3 clusters Score -1761018 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1762185.375000 Penalty: 908.224976
	Iteration 7F: 3 clusters Score -1762185 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1762871.500000 Penalty: 908.224976
	Iteration 8F: 3 clusters Score -1762872 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1763158.250000 Penalty: 908.224976
	Iteration 9Q: 3 clusters Score -1763158 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1763354.750000 Penalty: 908.224976
	Iteration 10Q: 3 clusters Score -1763355 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1763523.625000 Penalty: 908.224976
	Iteration 11Q: 3 clusters Score -1763524 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1763702.375000 Penalty: 908.224976
	Iteration 12Q: 3 clusters Score -1763702 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1763894.250000 Penalty: 908.224976
	Iteration 13Q: 3 clusters Score -1763894 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1764109.875000 Penalty: 908.224976
	Iteration 14Q: 3 clusters Score -1764110 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1764297.250000 Penalty: 908.224976
	Iteration 15Q: 3 clusters Score -1764297 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1764431.500000 Penalty: 908.224976
	Iteration 16Q: 3 clusters Score -1764432 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1764536.750000 Penalty: 908.224976
	Iteration 17Q: 3 clusters Score -1764537 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1764625.875000 Penalty: 908.224976
	Iteration 18Q: 3 clusters Score -1764626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1764709.250000 Penalty: 908.224976
	Iteration 19Q: 3 clusters Score -1764709 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1764792.375000 Penalty: 908.224976
	Iteration 20F: 3 clusters Score -1764792 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1764889.625000 Penalty: 908.224976
	Iteration 21Q: 3 clusters Score -1764890 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1764980.125000 Penalty: 908.224976
	Iteration 22Q: 3 clusters Score -1764980 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1765052.125000 Penalty: 908.224976
	Iteration 23Q: 3 clusters Score -1765052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1765120.625000 Penalty: 908.224976
	Iteration 24Q: 3 clusters Score -1765121 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1765174.750000 Penalty: 908.224976
	Iteration 25Q: 3 clusters Score -1765175 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1765202.125000 Penalty: 908.224976
	Iteration 26Q: 3 clusters Score -1765202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1765223.750000 Penalty: 908.224976
	Iteration 27Q: 3 clusters Score -1765224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1765241.250000 Penalty: 908.224976
	Iteration 28Q: 3 clusters Score -1765241 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1765247.375000 Penalty: 908.224976
	Iteration 29Q: 3 clusters Score -1765247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1765254.500000 Penalty: 908.224976
	Iteration 30Q: 3 clusters Score -1765254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1765259.250000 Penalty: 908.224976
	Iteration 31Q: 3 clusters Score -1765259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1765262.250000 Penalty: 908.224976
	Iteration 32Q: 3 clusters Score -1765262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1765273.625000 Penalty: 908.224976
	Iteration 33Q: 3 clusters Score -1765274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1765278.625000 Penalty: 908.224976
	Iteration 34Q: 3 clusters Score -1765279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1765277.250000 Penalty: 908.224976
	Iteration 35Q: 3 clusters Score -1765277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1765281.000000 Penalty: 908.224976
	Iteration 36Q: 3 clusters Score -1765281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1765284.000000 Penalty: 908.224976
	Iteration 37Q: 3 clusters Score -1765284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1765282.750000 Penalty: 908.224976
	Iteration 38Q: 3 clusters Score -1765283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1765283.500000 Penalty: 908.224976
	Iteration 39Q: 3 clusters Score -1765284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1765286.375000 Penalty: 908.224976
	Iteration 40F: 3 clusters Score -1765286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1765288.625000 Penalty: 908.224976
	Iteration 41Q: 3 clusters Score -1765289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1765290.000000 Penalty: 908.224976
	Iteration 42Q: 3 clusters Score -1765290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1765284.500000 Penalty: 908.224976
	Iteration 43Q: 3 clusters Score -1765284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1765290.125000 Penalty: 908.224976
	Iteration 44Q: 3 clusters Score -1765290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1765285.875000 Penalty: 908.224976
	Iteration 45Q: 3 clusters Score -1765286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1765288.625000 Penalty: 908.224976
	Iteration 46Q: 3 clusters Score -1765289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1765285.500000 Penalty: 908.224976
	Iteration 47Q: 3 clusters Score -1765286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1765284.125000 Penalty: 908.224976
	Iteration 48Q: 3 clusters Score -1765284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1765284.625000 Penalty: 908.224976
	Iteration 49Q: 3 clusters Score -1765285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1765281.625000 Penalty: 908.224976
	Iteration 50Q: 3 clusters Score -1765282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1765278.750000 Penalty: 908.224976
	Iteration 51Q: 3 clusters Score -1765279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1765279.125000 Penalty: 908.224976
	Iteration 52Q: 3 clusters Score -1765279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1765280.750000 Penalty: 908.224976
	Iteration 53Q: 3 clusters Score -1765281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1765281.375000 Penalty: 908.224976
	Iteration 54Q: 3 clusters Score -1765281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1765280.250000 Penalty: 908.224976
	Iteration 55Q: 3 clusters Score -1765280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1765281.500000 Penalty: 908.224976
	Iteration 56Q: 3 clusters Score -1765282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1765282.125000 Penalty: 908.224976
	Iteration 57Q: 3 clusters Score -1765282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1765281.750000 Penalty: 908.224976
	Iteration 58Q: 3 clusters Score -1765282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1765283.125000 Penalty: 908.224976
	Iteration 59Q: 3 clusters Score -1765283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1765282.375000 Penalty: 908.224976
	Iteration 60F: 3 clusters Score -1765282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1765282.875000 Penalty: 908.224976
	Iteration 61Q: 3 clusters Score -1765283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1765281.875000 Penalty: 908.224976
	Iteration 62Q: 3 clusters Score -1765282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1765286.000000 Penalty: 908.224976
	Iteration 63Q: 3 clusters Score -1765286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1765286.125000 Penalty: 908.224976
	Iteration 64Q: 3 clusters Score -1765286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1765286.625000 Penalty: 908.224976
	Iteration 65Q: 3 clusters Score -1765287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1765287.125000 Penalty: 908.224976
	Iteration 66Q: 3 clusters Score -1765287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1765287.125000 Penalty: 908.224976
	Iteration 67F: 3 clusters Score -1765287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -31930.929688 Penalty: 287.594971
	Iteration 0F: 2 clusters Score -31930.93 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 289 members 
Entering Unmasked Estep 
Score: -31404.746094 Penalty: 575.189941
	Iteration 0F: 3 clusters Score -31404.75 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31581.166016 Penalty: 575.189941
	Iteration 1F: 3 clusters Score -31581.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -31636.072266 Penalty: 575.189941
	Iteration 2F: 3 clusters Score -31636.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31670.158203 Penalty: 575.189941
	Iteration 3F: 3 clusters Score -31670.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31711.005859 Penalty: 575.189941
	Iteration 4F: 3 clusters Score -31711.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31729.500000 Penalty: 575.189941
	Iteration 5F: 3 clusters Score -31729.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31737.238281 Penalty: 575.189941
	Iteration 6Q: 3 clusters Score -31737.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -31744.882812 Penalty: 575.189941
	Iteration 7Q: 3 clusters Score -31744.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31752.935547 Penalty: 575.189941
	Iteration 8Q: 3 clusters Score -31752.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31756.466797 Penalty: 575.189941
	Iteration 9Q: 3 clusters Score -31756.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31758.972656 Penalty: 575.189941
	Iteration 10Q: 3 clusters Score -31758.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31762.175781 Penalty: 575.189941
	Iteration 11Q: 3 clusters Score -31762.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31763.316406 Penalty: 575.189941
	Iteration 12Q: 3 clusters Score -31763.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31766.042969 Penalty: 575.189941
	Iteration 13Q: 3 clusters Score -31766.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31768.732422 Penalty: 575.189941
	Iteration 14Q: 3 clusters Score -31768.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31771.091797 Penalty: 575.189941
	Iteration 15Q: 3 clusters Score -31771.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31771.751953 Penalty: 575.189941
	Iteration 16Q: 3 clusters Score -31771.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31772.171875 Penalty: 575.189941
	Iteration 17Q: 3 clusters Score -31772.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31772.171875 Penalty: 575.189941
	Iteration 18F: 3 clusters Score -31772.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -13318.079102 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -13318.08 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 122 members 
Entering Unmasked Estep 
Score: -13013.053711 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -13013.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13116.430664 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -13116.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13140.084961 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -13140.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13157.721680 Penalty: 509.118713
	Iteration 3Q: 3 clusters Score -13157.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13159.827148 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -13159.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13161.174805 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -13161.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13164.032227 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -13164.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13168.797852 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -13168.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13177.667969 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -13177.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13181.446289 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -13181.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13182.954102 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -13182.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13182.954102 Penalty: 509.118713
	Iteration 11F: 3 clusters Score -13182.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Entering Unmasked Estep 
Score: -7729.241699 Penalty: 222.851715
	Iteration 0F: 2 clusters Score -7729.242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7508.611328 Penalty: 445.703430
	Iteration 0F: 3 clusters Score -7508.611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7565.455566 Penalty: 445.703430
	Iteration 1F: 3 clusters Score -7565.456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7576.607422 Penalty: 445.703430
	Iteration 2F: 3 clusters Score -7576.607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7585.034668 Penalty: 445.703430
	Iteration 3Q: 3 clusters Score -7585.035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7607.521484 Penalty: 445.703430
	Iteration 4Q: 3 clusters Score -7607.521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7631.918945 Penalty: 445.703430
	Iteration 5Q: 3 clusters Score -7631.919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7635.806641 Penalty: 445.703430
	Iteration 6Q: 3 clusters Score -7635.807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7643.382812 Penalty: 445.703430
	Iteration 7Q: 3 clusters Score -7643.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7650.762695 Penalty: 445.703430
	Iteration 8F: 3 clusters Score -7650.763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7669.574707 Penalty: 445.703430
	Iteration 9Q: 3 clusters Score -7669.575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7676.209961 Penalty: 445.703430
	Iteration 10Q: 3 clusters Score -7676.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7676.883789 Penalty: 445.703430
	Iteration 11Q: 3 clusters Score -7676.884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7676.883789 Penalty: 445.703430
	Iteration 12F: 3 clusters Score -7676.884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -95748.656250 Penalty: 326.380219
	Iteration 0F: 2 clusters Score -95748.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94724.828125 Penalty: 652.760437
	Iteration 0F: 3 clusters Score -94724.83 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -95045.664062 Penalty: 652.760437
	Iteration 1F: 3 clusters Score -95045.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95170.921875 Penalty: 652.760437
	Iteration 2F: 3 clusters Score -95170.92 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -95254.539062 Penalty: 652.760437
	Iteration 3F: 3 clusters Score -95254.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95321.523438 Penalty: 652.760437
	Iteration 4F: 3 clusters Score -95321.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95367.390625 Penalty: 652.760437
	Iteration 5Q: 3 clusters Score -95367.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95402.843750 Penalty: 652.760437
	Iteration 6Q: 3 clusters Score -95402.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -95428.148438 Penalty: 652.760437
	Iteration 7Q: 3 clusters Score -95428.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95462.593750 Penalty: 652.760437
	Iteration 8Q: 3 clusters Score -95462.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -95506.046875 Penalty: 652.760437
	Iteration 9Q: 3 clusters Score -95506.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -95535.687500 Penalty: 652.760437
	Iteration 10Q: 3 clusters Score -95535.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -95557.585938 Penalty: 652.760437
	Iteration 11Q: 3 clusters Score -95557.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -95576.031250 Penalty: 652.760437
	Iteration 12Q: 3 clusters Score -95576.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95598.601562 Penalty: 652.760437
	Iteration 13Q: 3 clusters Score -95598.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95623.117188 Penalty: 652.760437
	Iteration 14Q: 3 clusters Score -95623.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95643.523438 Penalty: 652.760437
	Iteration 15Q: 3 clusters Score -95643.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95659.125000 Penalty: 652.760437
	Iteration 16Q: 3 clusters Score -95659.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -95669.734375 Penalty: 652.760437
	Iteration 17Q: 3 clusters Score -95669.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -95675.531250 Penalty: 652.760437
	Iteration 18Q: 3 clusters Score -95675.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95680.265625 Penalty: 652.760437
	Iteration 19Q: 3 clusters Score -95680.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -95683.976562 Penalty: 652.760437
	Iteration 20F: 3 clusters Score -95683.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95687.570312 Penalty: 652.760437
	Iteration 21Q: 3 clusters Score -95687.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -95693.203125 Penalty: 652.760437
	Iteration 22Q: 3 clusters Score -95693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -95693.656250 Penalty: 652.760437
	Iteration 23Q: 3 clusters Score -95693.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95694.296875 Penalty: 652.760437
	Iteration 24Q: 3 clusters Score -95694.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95694.593750 Penalty: 652.760437
	Iteration 25Q: 3 clusters Score -95694.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -95694.593750 Penalty: 652.760437
	Iteration 26F: 3 clusters Score -95694.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Entering Unmasked Estep 
Score: -310291.906250 Penalty: 381.684845
	Iteration 0F: 2 clusters Score -310291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -307321.156250 Penalty: 763.369690
	Iteration 0F: 3 clusters Score -307321.2 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -308432.375000 Penalty: 763.369690
	Iteration 1F: 3 clusters Score -308432.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -308644.937500 Penalty: 763.369690
	Iteration 2F: 3 clusters Score -308644.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -308883.625000 Penalty: 763.369690
	Iteration 3F: 3 clusters Score -308883.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -309111.906250 Penalty: 763.369690
	Iteration 4F: 3 clusters Score -309111.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -309292.281250 Penalty: 763.369690
	Iteration 5F: 3 clusters Score -309292.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -309474.468750 Penalty: 763.369690
	Iteration 6F: 3 clusters Score -309474.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -309657.531250 Penalty: 763.369690
	Iteration 7F: 3 clusters Score -309657.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -309787.281250 Penalty: 763.369690
	Iteration 8Q: 3 clusters Score -309787.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -309899.531250 Penalty: 763.369690
	Iteration 9Q: 3 clusters Score -309899.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -309971.781250 Penalty: 763.369690
	Iteration 10Q: 3 clusters Score -309971.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -310025.187500 Penalty: 763.369690
	Iteration 11Q: 3 clusters Score -310025.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -310068.250000 Penalty: 763.369690
	Iteration 12Q: 3 clusters Score -310068.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -310086.875000 Penalty: 763.369690
	Iteration 13Q: 3 clusters Score -310086.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -310091.937500 Penalty: 763.369690
	Iteration 14Q: 3 clusters Score -310091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -310093.187500 Penalty: 763.369690
	Iteration 15Q: 3 clusters Score -310093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -310093.093750 Penalty: 763.369690
	Iteration 16Q: 3 clusters Score -310093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -310094.656250 Penalty: 763.369690
	Iteration 17Q: 3 clusters Score -310094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -310095.593750 Penalty: 763.369690
	Iteration 18Q: 3 clusters Score -310095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -310097.562500 Penalty: 763.369690
	Iteration 19Q: 3 clusters Score -310097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -310098.750000 Penalty: 763.369690
	Iteration 20F: 3 clusters Score -310098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -310099.031250 Penalty: 763.369690
	Iteration 21Q: 3 clusters Score -310099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -310100.218750 Penalty: 763.369690
	Iteration 22Q: 3 clusters Score -310100.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -310101.531250 Penalty: 763.369690
	Iteration 23Q: 3 clusters Score -310101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -310102.218750 Penalty: 763.369690
	Iteration 24Q: 3 clusters Score -310102.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -310102.218750 Penalty: 763.369690
	Iteration 25F: 3 clusters Score -310102.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -19861.556641 Penalty: 258.757385
	Iteration 0F: 2 clusters Score -19861.56 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 149 members 
Entering Unmasked Estep 
Score: -19517.949219 Penalty: 517.514771
	Iteration 0F: 3 clusters Score -19517.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19603.347656 Penalty: 517.514771
	Iteration 1F: 3 clusters Score -19603.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19632.095703 Penalty: 517.514771
	Iteration 2F: 3 clusters Score -19632.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19644.251953 Penalty: 517.514771
	Iteration 3Q: 3 clusters Score -19644.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19651.898438 Penalty: 517.514771
	Iteration 4Q: 3 clusters Score -19651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19656.039062 Penalty: 517.514771
	Iteration 5Q: 3 clusters Score -19656.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19659.976562 Penalty: 517.514771
	Iteration 6Q: 3 clusters Score -19659.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19661.875000 Penalty: 517.514771
	Iteration 7Q: 3 clusters Score -19661.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19668.388672 Penalty: 517.514771
	Iteration 8Q: 3 clusters Score -19668.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19670.765625 Penalty: 517.514771
	Iteration 9Q: 3 clusters Score -19670.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19673.291016 Penalty: 517.514771
	Iteration 10Q: 3 clusters Score -19673.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19690.451172 Penalty: 517.514771
	Iteration 11Q: 3 clusters Score -19690.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19708.726562 Penalty: 517.514771
	Iteration 12Q: 3 clusters Score -19708.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19752.343750 Penalty: 517.514771
	Iteration 13F: 3 clusters Score -19752.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19815.328125 Penalty: 517.514771
	Iteration 14F: 3 clusters Score -19815.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19838.171875 Penalty: 517.514771
	Iteration 15Q: 3 clusters Score -19838.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19856.128906 Penalty: 517.514771
	Iteration 16Q: 3 clusters Score -19856.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19862.957031 Penalty: 517.514771
	Iteration 17Q: 3 clusters Score -19862.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19866.242188 Penalty: 517.514771
	Iteration 18Q: 3 clusters Score -19866.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19866.242188 Penalty: 517.514771
	Iteration 19F: 3 clusters Score -19866.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22994 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33791 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15614 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 216 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 79 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23280 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14946 members 
Mstep: Class 53 contains 4023 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21079 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22592 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19127 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1254 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1469 members 
Mstep: Class 71 contains 25797 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13759 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39861 members 
Mstep: Class 76 contains 21136 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1395 members 
Mstep: Class 80 contains 20399 members 
Mstep: Class 81 contains 3345 members 
Mstep: Class 82 contains 1987 members 
Mstep: Class 83 contains 20439 members 
Mstep: Class 84 contains 3472 members 
Entering Unmasked Estep 
Score: -42173208.000000 Penalty: 50562.660156
Splitting cluster 42 changes total score from -42173680.000000 to -42173208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -41051.847656 Penalty: 286.769165
	Iteration 0F: 2 clusters Score -41051.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40544.636719 Penalty: 573.538330
	Iteration 0F: 3 clusters Score -40544.64 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40691.265625 Penalty: 573.538330
	Iteration 1F: 3 clusters Score -40691.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40711.710938 Penalty: 573.538330
	Iteration 2F: 3 clusters Score -40711.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40721.230469 Penalty: 573.538330
	Iteration 3Q: 3 clusters Score -40721.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40732.167969 Penalty: 573.538330
	Iteration 4Q: 3 clusters Score -40732.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40742.546875 Penalty: 573.538330
	Iteration 5Q: 3 clusters Score -40742.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40747.250000 Penalty: 573.538330
	Iteration 6Q: 3 clusters Score -40747.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40747.496094 Penalty: 573.538330
	Iteration 7Q: 3 clusters Score -40747.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40747.496094 Penalty: 573.538330
	Iteration 8F: 3 clusters Score -40747.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -142204.812500 Penalty: 342.047211
	Iteration 0F: 2 clusters Score -142204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -140909.312500 Penalty: 684.094421
	Iteration 0F: 3 clusters Score -140909.3 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -141319.500000 Penalty: 684.094421
	Iteration 1F: 3 clusters Score -141319.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141428.484375 Penalty: 684.094421
	Iteration 2F: 3 clusters Score -141428.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141542.890625 Penalty: 684.094421
	Iteration 3F: 3 clusters Score -141542.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141680.218750 Penalty: 684.094421
	Iteration 4F: 3 clusters Score -141680.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141780.906250 Penalty: 684.094421
	Iteration 5F: 3 clusters Score -141780.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141852.187500 Penalty: 684.094421
	Iteration 6Q: 3 clusters Score -141852.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -141887.421875 Penalty: 684.094421
	Iteration 7Q: 3 clusters Score -141887.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141910.375000 Penalty: 684.094421
	Iteration 8Q: 3 clusters Score -141910.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -141933.078125 Penalty: 684.094421
	Iteration 9Q: 3 clusters Score -141933.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -141952.437500 Penalty: 684.094421
	Iteration 10Q: 3 clusters Score -141952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -141964.703125 Penalty: 684.094421
	Iteration 11Q: 3 clusters Score -141964.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -141974.453125 Penalty: 684.094421
	Iteration 12Q: 3 clusters Score -141974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -141978.203125 Penalty: 684.094421
	Iteration 13Q: 3 clusters Score -141978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141980.796875 Penalty: 684.094421
	Iteration 14Q: 3 clusters Score -141980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -141984.656250 Penalty: 684.094421
	Iteration 15Q: 3 clusters Score -141984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -141988.062500 Penalty: 684.094421
	Iteration 16Q: 3 clusters Score -141988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -141989.375000 Penalty: 684.094421
	Iteration 17Q: 3 clusters Score -141989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -141989.937500 Penalty: 684.094421
	Iteration 18Q: 3 clusters Score -141989.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141990.062500 Penalty: 684.094421
	Iteration 19Q: 3 clusters Score -141990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -141990.062500 Penalty: 684.094421
	Iteration 20F: 3 clusters Score -141990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -9426.142578 Penalty: 243.293381
	Iteration 0F: 2 clusters Score -9426.143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9122.998047 Penalty: 486.586761
	Iteration 0F: 3 clusters Score -9122.998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -9194.544922 Penalty: 486.586761
	Iteration 1F: 3 clusters Score -9194.545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9236.983398 Penalty: 486.586761
	Iteration 2F: 3 clusters Score -9236.983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9261.874023 Penalty: 486.586761
	Iteration 3F: 3 clusters Score -9261.874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9265.545898 Penalty: 486.586761
	Iteration 4Q: 3 clusters Score -9265.546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9272.473633 Penalty: 486.586761
	Iteration 5Q: 3 clusters Score -9272.474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9278.963867 Penalty: 486.586761
	Iteration 6Q: 3 clusters Score -9278.964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9280.310547 Penalty: 486.586761
	Iteration 7Q: 3 clusters Score -9280.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9280.310547 Penalty: 486.586761
	Iteration 8F: 3 clusters Score -9280.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -6274.509277 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -6274.509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5965.123047 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -5965.123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6054.065918 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -6054.066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6082.713379 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -6082.713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6104.832520 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -6104.833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6138.678711 Penalty: 496.822296
	Iteration 4F: 3 clusters Score -6138.679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6161.677246 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -6161.677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6192.396973 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -6192.397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6200.004395 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -6200.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6202.290527 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -6202.291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6212.164551 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -6212.165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6219.217285 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -6219.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6219.217285 Penalty: 496.822296
	Iteration 11F: 3 clusters Score -6219.217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -48856.636719 Penalty: 300.294128
	Iteration 0F: 2 clusters Score -48856.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48238.503906 Penalty: 600.588257
	Iteration 0F: 3 clusters Score -48238.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -48535.089844 Penalty: 600.588257
	Iteration 1F: 3 clusters Score -48535.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48600.398438 Penalty: 600.588257
	Iteration 2F: 3 clusters Score -48600.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -48633.585938 Penalty: 600.588257
	Iteration 3F: 3 clusters Score -48633.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -48654.429688 Penalty: 600.588257
	Iteration 4Q: 3 clusters Score -48654.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -48670.730469 Penalty: 600.588257
	Iteration 5Q: 3 clusters Score -48670.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -48684.460938 Penalty: 600.588257
	Iteration 6Q: 3 clusters Score -48684.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -48691.589844 Penalty: 600.588257
	Iteration 7Q: 3 clusters Score -48691.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -48696.570312 Penalty: 600.588257
	Iteration 8Q: 3 clusters Score -48696.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -48700.437500 Penalty: 600.588257
	Iteration 9Q: 3 clusters Score -48700.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48702.324219 Penalty: 600.588257
	Iteration 10Q: 3 clusters Score -48702.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -48704.378906 Penalty: 600.588257
	Iteration 11Q: 3 clusters Score -48704.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48706.902344 Penalty: 600.588257
	Iteration 12Q: 3 clusters Score -48706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -48708.160156 Penalty: 600.588257
	Iteration 13Q: 3 clusters Score -48708.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48709.058594 Penalty: 600.588257
	Iteration 14Q: 3 clusters Score -48709.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48710.562500 Penalty: 600.588257
	Iteration 15Q: 3 clusters Score -48710.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48711.343750 Penalty: 600.588257
	Iteration 16Q: 3 clusters Score -48711.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48711.867188 Penalty: 600.588257
	Iteration 17Q: 3 clusters Score -48711.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48712.472656 Penalty: 600.588257
	Iteration 18Q: 3 clusters Score -48712.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48713.617188 Penalty: 600.588257
	Iteration 19Q: 3 clusters Score -48713.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48713.886719 Penalty: 600.588257
	Iteration 20F: 3 clusters Score -48713.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -48714.253906 Penalty: 600.588257
	Iteration 21Q: 3 clusters Score -48714.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -48716.132812 Penalty: 600.588257
	Iteration 22Q: 3 clusters Score -48716.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48717.507812 Penalty: 600.588257
	Iteration 23Q: 3 clusters Score -48717.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48721.882812 Penalty: 600.588257
	Iteration 24Q: 3 clusters Score -48721.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48724.585938 Penalty: 600.588257
	Iteration 25Q: 3 clusters Score -48724.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48728.722656 Penalty: 600.588257
	Iteration 26Q: 3 clusters Score -48728.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48732.378906 Penalty: 600.588257
	Iteration 27Q: 3 clusters Score -48732.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48735.332031 Penalty: 600.588257
	Iteration 28Q: 3 clusters Score -48735.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48739.660156 Penalty: 600.588257
	Iteration 29Q: 3 clusters Score -48739.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48745.531250 Penalty: 600.588257
	Iteration 30Q: 3 clusters Score -48745.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48748.703125 Penalty: 600.588257
	Iteration 31Q: 3 clusters Score -48748.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -48750.351562 Penalty: 600.588257
	Iteration 32Q: 3 clusters Score -48750.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -48751.160156 Penalty: 600.588257
	Iteration 33Q: 3 clusters Score -48751.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48751.585938 Penalty: 600.588257
	Iteration 34Q: 3 clusters Score -48751.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48751.585938 Penalty: 600.588257
	Iteration 35F: 3 clusters Score -48751.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (23280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Entering Unmasked Estep 
Score: -1892363.375000 Penalty: 457.518433
	Iteration 0F: 2 clusters Score -1892363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1877315.500000 Penalty: 915.036865
	Iteration 0F: 3 clusters Score -1877316 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1883951.875000 Penalty: 915.036865
	Iteration 1F: 3 clusters Score -1883952 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1884438.000000 Penalty: 915.036865
	Iteration 2F: 3 clusters Score -1884438 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1885139.125000 Penalty: 915.036865
	Iteration 3F: 3 clusters Score -1885139 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1886171.375000 Penalty: 915.036865
	Iteration 4F: 3 clusters Score -1886171 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1887608.250000 Penalty: 915.036865
	Iteration 5F: 3 clusters Score -1887608 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1889207.375000 Penalty: 915.036865
	Iteration 6F: 3 clusters Score -1889207 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1890555.750000 Penalty: 915.036865
	Iteration 7F: 3 clusters Score -1890556 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1891386.750000 Penalty: 915.036865
	Iteration 8Q: 3 clusters Score -1891387 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1891743.750000 Penalty: 915.036865
	Iteration 9Q: 3 clusters Score -1891744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1891869.875000 Penalty: 915.036865
	Iteration 10Q: 3 clusters Score -1891870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1891907.250000 Penalty: 915.036865
	Iteration 11Q: 3 clusters Score -1891907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1891929.250000 Penalty: 915.036865
	Iteration 12Q: 3 clusters Score -1891929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1891938.625000 Penalty: 915.036865
	Iteration 13Q: 3 clusters Score -1891939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1891949.375000 Penalty: 915.036865
	Iteration 14Q: 3 clusters Score -1891949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1891959.000000 Penalty: 915.036865
	Iteration 15Q: 3 clusters Score -1891959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1891960.125000 Penalty: 915.036865
	Iteration 16Q: 3 clusters Score -1891960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1891963.375000 Penalty: 915.036865
	Iteration 17Q: 3 clusters Score -1891963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1891966.125000 Penalty: 915.036865
	Iteration 18Q: 3 clusters Score -1891966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1891971.625000 Penalty: 915.036865
	Iteration 19Q: 3 clusters Score -1891972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1891976.625000 Penalty: 915.036865
	Iteration 20F: 3 clusters Score -1891977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1891976.750000 Penalty: 915.036865
	Iteration 21Q: 3 clusters Score -1891977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1891977.625000 Penalty: 915.036865
	Iteration 22Q: 3 clusters Score -1891978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1891985.875000 Penalty: 915.036865
	Iteration 23Q: 3 clusters Score -1891986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1891989.875000 Penalty: 915.036865
	Iteration 24Q: 3 clusters Score -1891990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1891989.875000 Penalty: 915.036865
	Iteration 25Q: 3 clusters Score -1891990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1891990.625000 Penalty: 915.036865
	Iteration 26Q: 3 clusters Score -1891991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1891998.125000 Penalty: 915.036865
	Iteration 27Q: 3 clusters Score -1891998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1892001.875000 Penalty: 915.036865
	Iteration 28Q: 3 clusters Score -1892002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1892005.875000 Penalty: 915.036865
	Iteration 29Q: 3 clusters Score -1892006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1892005.625000 Penalty: 915.036865
	Iteration 30Q: 3 clusters Score -1892006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1892005.625000 Penalty: 915.036865
	Iteration 31F: 3 clusters Score -1892006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -16659.314453 Penalty: 254.219818
	Iteration 0F: 2 clusters Score -16659.31 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 136 members 
Entering Unmasked Estep 
Score: -16344.574219 Penalty: 508.439636
	Iteration 0F: 3 clusters Score -16344.57 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -16419.416016 Penalty: 508.439636
	Iteration 1F: 3 clusters Score -16419.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16423.636719 Penalty: 508.439636
	Iteration 2Q: 3 clusters Score -16423.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16427.613281 Penalty: 508.439636
	Iteration 3Q: 3 clusters Score -16427.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16430.525391 Penalty: 508.439636
	Iteration 4Q: 3 clusters Score -16430.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16433.107422 Penalty: 508.439636
	Iteration 5Q: 3 clusters Score -16433.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16434.392578 Penalty: 508.439636
	Iteration 6Q: 3 clusters Score -16434.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16435.261719 Penalty: 508.439636
	Iteration 7Q: 3 clusters Score -16435.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16436.341797 Penalty: 508.439636
	Iteration 8Q: 3 clusters Score -16436.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16437.144531 Penalty: 508.439636
	Iteration 9Q: 3 clusters Score -16437.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16437.679688 Penalty: 508.439636
	Iteration 10Q: 3 clusters Score -16437.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16438.609375 Penalty: 508.439636
	Iteration 11Q: 3 clusters Score -16438.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -16438.609375 Penalty: 508.439636
	Iteration 12F: 3 clusters Score -16438.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -74559.382812 Penalty: 318.722137
	Iteration 0F: 2 clusters Score -74559.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -73685.437500 Penalty: 637.444275
	Iteration 0F: 3 clusters Score -73685.44 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73974.882812 Penalty: 637.444275
	Iteration 1F: 3 clusters Score -73974.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -74071.609375 Penalty: 637.444275
	Iteration 2F: 3 clusters Score -74071.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74135.757812 Penalty: 637.444275
	Iteration 3F: 3 clusters Score -74135.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74195.640625 Penalty: 637.444275
	Iteration 4F: 3 clusters Score -74195.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74254.914062 Penalty: 637.444275
	Iteration 5F: 3 clusters Score -74254.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74295.773438 Penalty: 637.444275
	Iteration 6Q: 3 clusters Score -74295.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74330.484375 Penalty: 637.444275
	Iteration 7Q: 3 clusters Score -74330.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74358.750000 Penalty: 637.444275
	Iteration 8Q: 3 clusters Score -74358.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74377.023438 Penalty: 637.444275
	Iteration 9Q: 3 clusters Score -74377.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -74385.351562 Penalty: 637.444275
	Iteration 10Q: 3 clusters Score -74385.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -74388.664062 Penalty: 637.444275
	Iteration 11Q: 3 clusters Score -74388.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74393.687500 Penalty: 637.444275
	Iteration 12Q: 3 clusters Score -74393.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74398.406250 Penalty: 637.444275
	Iteration 13Q: 3 clusters Score -74398.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -74400.234375 Penalty: 637.444275
	Iteration 14Q: 3 clusters Score -74400.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74405.007812 Penalty: 637.444275
	Iteration 15Q: 3 clusters Score -74405.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74408.320312 Penalty: 637.444275
	Iteration 16Q: 3 clusters Score -74408.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -74411.898438 Penalty: 637.444275
	Iteration 17Q: 3 clusters Score -74411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74414.125000 Penalty: 637.444275
	Iteration 18Q: 3 clusters Score -74414.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -74414.679688 Penalty: 637.444275
	Iteration 19Q: 3 clusters Score -74414.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -74414.679688 Penalty: 637.444275
	Iteration 20F: 3 clusters Score -74414.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -1213259.375000 Penalty: 437.355042
	Iteration 0F: 2 clusters Score -1213259 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 7451 members 
Entering Unmasked Estep 
Score: -1203241.875000 Penalty: 874.710083
	Iteration 0F: 3 clusters Score -1203242 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1207118.000000 Penalty: 874.710083
	Iteration 1F: 3 clusters Score -1207118 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1207374.875000 Penalty: 874.710083
	Iteration 2Q: 3 clusters Score -1207375 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1207752.750000 Penalty: 874.710083
	Iteration 3F: 3 clusters Score -1207753 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1208353.875000 Penalty: 874.710083
	Iteration 4F: 3 clusters Score -1208354 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1209221.125000 Penalty: 874.710083
	Iteration 5F: 3 clusters Score -1209221 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1210141.625000 Penalty: 874.710083
	Iteration 6F: 3 clusters Score -1210142 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1210680.000000 Penalty: 874.710083
	Iteration 7F: 3 clusters Score -1210680 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1210974.750000 Penalty: 874.710083
	Iteration 8Q: 3 clusters Score -1210975 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1211234.500000 Penalty: 874.710083
	Iteration 9Q: 3 clusters Score -1211234 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1211477.500000 Penalty: 874.710083
	Iteration 10Q: 3 clusters Score -1211478 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1211689.500000 Penalty: 874.710083
	Iteration 11Q: 3 clusters Score -1211690 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1211912.500000 Penalty: 874.710083
	Iteration 12Q: 3 clusters Score -1211912 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1212100.000000 Penalty: 874.710083
	Iteration 13Q: 3 clusters Score -1212100 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1212261.250000 Penalty: 874.710083
	Iteration 14Q: 3 clusters Score -1212261 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1212427.875000 Penalty: 874.710083
	Iteration 15Q: 3 clusters Score -1212428 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1212588.500000 Penalty: 874.710083
	Iteration 16Q: 3 clusters Score -1212588 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1212689.625000 Penalty: 874.710083
	Iteration 17Q: 3 clusters Score -1212690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1212748.750000 Penalty: 874.710083
	Iteration 18Q: 3 clusters Score -1212749 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1212785.750000 Penalty: 874.710083
	Iteration 19Q: 3 clusters Score -1212786 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1212838.125000 Penalty: 874.710083
	Iteration 20F: 3 clusters Score -1212838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1212859.375000 Penalty: 874.710083
	Iteration 21Q: 3 clusters Score -1212859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1212863.250000 Penalty: 874.710083
	Iteration 22Q: 3 clusters Score -1212863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1212867.625000 Penalty: 874.710083
	Iteration 23Q: 3 clusters Score -1212868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1212866.000000 Penalty: 874.710083
	Iteration 24Q: 3 clusters Score -1212866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1212865.625000 Penalty: 874.710083
	Iteration 25Q: 3 clusters Score -1212866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1212864.500000 Penalty: 874.710083
	Iteration 26Q: 3 clusters Score -1212864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1212862.000000 Penalty: 874.710083
	Iteration 27Q: 3 clusters Score -1212862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1212863.500000 Penalty: 874.710083
	Iteration 28Q: 3 clusters Score -1212864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1212864.125000 Penalty: 874.710083
	Iteration 29Q: 3 clusters Score -1212864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1212869.250000 Penalty: 874.710083
	Iteration 30Q: 3 clusters Score -1212869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1212867.625000 Penalty: 874.710083
	Iteration 31Q: 3 clusters Score -1212868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1212863.750000 Penalty: 874.710083
	Iteration 32Q: 3 clusters Score -1212864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1212861.125000 Penalty: 874.710083
	Iteration 33Q: 3 clusters Score -1212861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1212856.375000 Penalty: 874.710083
	Iteration 34Q: 3 clusters Score -1212856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1212851.125000 Penalty: 874.710083
	Iteration 35Q: 3 clusters Score -1212851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1212847.625000 Penalty: 874.710083
	Iteration 36Q: 3 clusters Score -1212848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1212855.500000 Penalty: 874.710083
	Iteration 37Q: 3 clusters Score -1212856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1212864.375000 Penalty: 874.710083
	Iteration 38Q: 3 clusters Score -1212864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1212863.625000 Penalty: 874.710083
	Iteration 39Q: 3 clusters Score -1212864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1212867.000000 Penalty: 874.710083
	Iteration 40F: 3 clusters Score -1212867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1212866.750000 Penalty: 874.710083
	Iteration 41Q: 3 clusters Score -1212867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1212872.500000 Penalty: 874.710083
	Iteration 42Q: 3 clusters Score -1212872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1212869.750000 Penalty: 874.710083
	Iteration 43Q: 3 clusters Score -1212870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1212875.250000 Penalty: 874.710083
	Iteration 44Q: 3 clusters Score -1212875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1212872.250000 Penalty: 874.710083
	Iteration 45Q: 3 clusters Score -1212872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1212876.125000 Penalty: 874.710083
	Iteration 46Q: 3 clusters Score -1212876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1212872.250000 Penalty: 874.710083
	Iteration 47Q: 3 clusters Score -1212872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1212872.125000 Penalty: 874.710083
	Iteration 48Q: 3 clusters Score -1212872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1212875.000000 Penalty: 874.710083
	Iteration 49Q: 3 clusters Score -1212875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1212868.375000 Penalty: 874.710083
	Iteration 50Q: 3 clusters Score -1212868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1212869.250000 Penalty: 874.710083
	Iteration 51Q: 3 clusters Score -1212869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1212869.750000 Penalty: 874.710083
	Iteration 52Q: 3 clusters Score -1212870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1212868.750000 Penalty: 874.710083
	Iteration 53Q: 3 clusters Score -1212869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1212871.750000 Penalty: 874.710083
	Iteration 54Q: 3 clusters Score -1212872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1212871.375000 Penalty: 874.710083
	Iteration 55Q: 3 clusters Score -1212871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1212872.625000 Penalty: 874.710083
	Iteration 56Q: 3 clusters Score -1212873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1212872.500000 Penalty: 874.710083
	Iteration 57Q: 3 clusters Score -1212872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1212870.375000 Penalty: 874.710083
	Iteration 58Q: 3 clusters Score -1212870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1212871.250000 Penalty: 874.710083
	Iteration 59Q: 3 clusters Score -1212871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1212871.250000 Penalty: 874.710083
	Iteration 60F: 3 clusters Score -1212871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1212872.250000 Penalty: 874.710083
	Iteration 61Q: 3 clusters Score -1212872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1212872.250000 Penalty: 874.710083
	Iteration 62Q: 3 clusters Score -1212872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1212869.875000 Penalty: 874.710083
	Iteration 63Q: 3 clusters Score -1212870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1212868.875000 Penalty: 874.710083
	Iteration 64Q: 3 clusters Score -1212869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1212870.625000 Penalty: 874.710083
	Iteration 65Q: 3 clusters Score -1212871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1212870.125000 Penalty: 874.710083
	Iteration 66Q: 3 clusters Score -1212870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1212869.750000 Penalty: 874.710083
	Iteration 67Q: 3 clusters Score -1212870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1212869.750000 Penalty: 874.710083
	Iteration 68F: 3 clusters Score -1212870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -306941.875000 Penalty: 377.640106
	Iteration 0F: 2 clusters Score -306941.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -304148.875000 Penalty: 755.280212
	Iteration 0F: 3 clusters Score -304148.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -305124.906250 Penalty: 755.280212
	Iteration 1F: 3 clusters Score -305124.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -305230.187500 Penalty: 755.280212
	Iteration 2F: 3 clusters Score -305230.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -305337.593750 Penalty: 755.280212
	Iteration 3F: 3 clusters Score -305337.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -305478.718750 Penalty: 755.280212
	Iteration 4F: 3 clusters Score -305478.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -305636.937500 Penalty: 755.280212
	Iteration 5F: 3 clusters Score -305636.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -305787.718750 Penalty: 755.280212
	Iteration 6F: 3 clusters Score -305787.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -305920.718750 Penalty: 755.280212
	Iteration 7F: 3 clusters Score -305920.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -306012.812500 Penalty: 755.280212
	Iteration 8Q: 3 clusters Score -306012.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -306080.843750 Penalty: 755.280212
	Iteration 9Q: 3 clusters Score -306080.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -306136.906250 Penalty: 755.280212
	Iteration 10Q: 3 clusters Score -306136.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -306188.593750 Penalty: 755.280212
	Iteration 11Q: 3 clusters Score -306188.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -306232.062500 Penalty: 755.280212
	Iteration 12Q: 3 clusters Score -306232.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -306266.937500 Penalty: 755.280212
	Iteration 13Q: 3 clusters Score -306266.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -306314.437500 Penalty: 755.280212
	Iteration 14Q: 3 clusters Score -306314.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -306365.968750 Penalty: 755.280212
	Iteration 15Q: 3 clusters Score -306366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -306411.343750 Penalty: 755.280212
	Iteration 16Q: 3 clusters Score -306411.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -306460.843750 Penalty: 755.280212
	Iteration 17Q: 3 clusters Score -306460.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -306511.062500 Penalty: 755.280212
	Iteration 18Q: 3 clusters Score -306511.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -306553.625000 Penalty: 755.280212
	Iteration 19Q: 3 clusters Score -306553.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -306586.250000 Penalty: 755.280212
	Iteration 20F: 3 clusters Score -306586.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -306615.781250 Penalty: 755.280212
	Iteration 21Q: 3 clusters Score -306615.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -306633.593750 Penalty: 755.280212
	Iteration 22Q: 3 clusters Score -306633.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -306640.343750 Penalty: 755.280212
	Iteration 23Q: 3 clusters Score -306640.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -306648.906250 Penalty: 755.280212
	Iteration 24Q: 3 clusters Score -306648.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -306658.343750 Penalty: 755.280212
	Iteration 25Q: 3 clusters Score -306658.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -306664.218750 Penalty: 755.280212
	Iteration 26Q: 3 clusters Score -306664.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -306669.343750 Penalty: 755.280212
	Iteration 27Q: 3 clusters Score -306669.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -306675.531250 Penalty: 755.280212
	Iteration 28Q: 3 clusters Score -306675.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -306680.906250 Penalty: 755.280212
	Iteration 29Q: 3 clusters Score -306680.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -306683.531250 Penalty: 755.280212
	Iteration 30Q: 3 clusters Score -306683.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -306687.281250 Penalty: 755.280212
	Iteration 31Q: 3 clusters Score -306687.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -306690.687500 Penalty: 755.280212
	Iteration 32Q: 3 clusters Score -306690.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -306695.625000 Penalty: 755.280212
	Iteration 33Q: 3 clusters Score -306695.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -306697.468750 Penalty: 755.280212
	Iteration 34Q: 3 clusters Score -306697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -306698.687500 Penalty: 755.280212
	Iteration 35Q: 3 clusters Score -306698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -306700.781250 Penalty: 755.280212
	Iteration 36Q: 3 clusters Score -306700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -306701.531250 Penalty: 755.280212
	Iteration 37Q: 3 clusters Score -306701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306703.000000 Penalty: 755.280212
	Iteration 38Q: 3 clusters Score -306703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -306703.906250 Penalty: 755.280212
	Iteration 39Q: 3 clusters Score -306703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306704.812500 Penalty: 755.280212
	Iteration 40F: 3 clusters Score -306704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -306705.406250 Penalty: 755.280212
	Iteration 41Q: 3 clusters Score -306705.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306705.687500 Penalty: 755.280212
	Iteration 42Q: 3 clusters Score -306705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306706.406250 Penalty: 755.280212
	Iteration 43Q: 3 clusters Score -306706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -306706.125000 Penalty: 755.280212
	Iteration 44Q: 3 clusters Score -306706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306706.000000 Penalty: 755.280212
	Iteration 45Q: 3 clusters Score -306706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -306706.000000 Penalty: 755.280212
	Iteration 46F: 3 clusters Score -306706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -18741.748047 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -18741.75 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 205 members 
Entering Unmasked Estep 
Score: -18335.947266 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -18335.95 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18551.710938 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -18551.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18585.535156 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -18585.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -18607.501953 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -18607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18622.326172 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -18622.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -18628.833984 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -18628.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18631.882812 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -18631.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18631.882812 Penalty: 544.538208
	Iteration 7F: 3 clusters Score -18631.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3659.935303 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3659.935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3462.129150 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3462.129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3488.387939 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3488.388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3502.479248 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3502.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3517.573975 Penalty: 418.155914
	Iteration 3F: 3 clusters Score -3517.574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3522.033447 Penalty: 418.155914
	Iteration 4Q: 3 clusters Score -3522.033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3522.033447 Penalty: 418.155914
	Iteration 5F: 3 clusters Score -3522.033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -1716486.875000 Penalty: 452.999481
	Iteration 0F: 2 clusters Score -1716487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1702519.750000 Penalty: 905.998962
	Iteration 0F: 3 clusters Score -1702520 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1709020.000000 Penalty: 905.998962
	Iteration 1F: 3 clusters Score -1709020 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1709712.375000 Penalty: 905.998962
	Iteration 2F: 3 clusters Score -1709712 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1710569.375000 Penalty: 905.998962
	Iteration 3F: 3 clusters Score -1710569 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1711783.125000 Penalty: 905.998962
	Iteration 4F: 3 clusters Score -1711783 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1713062.375000 Penalty: 905.998962
	Iteration 5F: 3 clusters Score -1713062 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1714022.000000 Penalty: 905.998962
	Iteration 6F: 3 clusters Score -1714022 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1714533.500000 Penalty: 905.998962
	Iteration 7Q: 3 clusters Score -1714534 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1714852.625000 Penalty: 905.998962
	Iteration 8Q: 3 clusters Score -1714853 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1715078.000000 Penalty: 905.998962
	Iteration 9Q: 3 clusters Score -1715078 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -1715274.125000 Penalty: 905.998962
	Iteration 10Q: 3 clusters Score -1715274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1715435.500000 Penalty: 905.998962
	Iteration 11Q: 3 clusters Score -1715436 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1715571.625000 Penalty: 905.998962
	Iteration 12Q: 3 clusters Score -1715572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1715680.625000 Penalty: 905.998962
	Iteration 13Q: 3 clusters Score -1715681 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1715759.125000 Penalty: 905.998962
	Iteration 14Q: 3 clusters Score -1715759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1715822.875000 Penalty: 905.998962
	Iteration 15Q: 3 clusters Score -1715823 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1715869.250000 Penalty: 905.998962
	Iteration 16Q: 3 clusters Score -1715869 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1715893.375000 Penalty: 905.998962
	Iteration 17Q: 3 clusters Score -1715893 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1715906.625000 Penalty: 905.998962
	Iteration 18Q: 3 clusters Score -1715907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1715927.750000 Penalty: 905.998962
	Iteration 19Q: 3 clusters Score -1715928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1715935.500000 Penalty: 905.998962
	Iteration 20F: 3 clusters Score -1715936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1715946.375000 Penalty: 905.998962
	Iteration 21Q: 3 clusters Score -1715946 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1715955.750000 Penalty: 905.998962
	Iteration 22Q: 3 clusters Score -1715956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1715961.500000 Penalty: 905.998962
	Iteration 23Q: 3 clusters Score -1715962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1715959.625000 Penalty: 905.998962
	Iteration 24Q: 3 clusters Score -1715960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1715960.875000 Penalty: 905.998962
	Iteration 25Q: 3 clusters Score -1715961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1715962.125000 Penalty: 905.998962
	Iteration 26Q: 3 clusters Score -1715962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1715963.875000 Penalty: 905.998962
	Iteration 27Q: 3 clusters Score -1715964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1715961.125000 Penalty: 905.998962
	Iteration 28Q: 3 clusters Score -1715961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1715964.875000 Penalty: 905.998962
	Iteration 29Q: 3 clusters Score -1715965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1715961.000000 Penalty: 905.998962
	Iteration 30Q: 3 clusters Score -1715961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1715962.375000 Penalty: 905.998962
	Iteration 31Q: 3 clusters Score -1715962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -1715969.125000 Penalty: 905.998962
	Iteration 32Q: 3 clusters Score -1715969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1715970.125000 Penalty: 905.998962
	Iteration 33Q: 3 clusters Score -1715970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1715969.500000 Penalty: 905.998962
	Iteration 34Q: 3 clusters Score -1715970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1715970.750000 Penalty: 905.998962
	Iteration 35Q: 3 clusters Score -1715971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1715967.375000 Penalty: 905.998962
	Iteration 36Q: 3 clusters Score -1715967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1715968.875000 Penalty: 905.998962
	Iteration 37Q: 3 clusters Score -1715969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -1715967.125000 Penalty: 905.998962
	Iteration 38Q: 3 clusters Score -1715967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -1715966.000000 Penalty: 905.998962
	Iteration 39Q: 3 clusters Score -1715966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -1715969.750000 Penalty: 905.998962
	Iteration 40F: 3 clusters Score -1715970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1715970.375000 Penalty: 905.998962
	Iteration 41Q: 3 clusters Score -1715970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -1715975.500000 Penalty: 905.998962
	Iteration 42Q: 3 clusters Score -1715976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1715976.250000 Penalty: 905.998962
	Iteration 43Q: 3 clusters Score -1715976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1715976.875000 Penalty: 905.998962
	Iteration 44Q: 3 clusters Score -1715977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1715976.625000 Penalty: 905.998962
	Iteration 45Q: 3 clusters Score -1715977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1715975.750000 Penalty: 905.998962
	Iteration 46Q: 3 clusters Score -1715976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1715973.750000 Penalty: 905.998962
	Iteration 47Q: 3 clusters Score -1715974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1715972.500000 Penalty: 905.998962
	Iteration 48Q: 3 clusters Score -1715972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -1715971.500000 Penalty: 905.998962
	Iteration 49Q: 3 clusters Score -1715972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1715971.500000 Penalty: 905.998962
	Iteration 50Q: 3 clusters Score -1715972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1715972.375000 Penalty: 905.998962
	Iteration 51Q: 3 clusters Score -1715972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1715974.500000 Penalty: 905.998962
	Iteration 52Q: 3 clusters Score -1715974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1715976.875000 Penalty: 905.998962
	Iteration 53Q: 3 clusters Score -1715977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1715982.500000 Penalty: 905.998962
	Iteration 54Q: 3 clusters Score -1715982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1715985.500000 Penalty: 905.998962
	Iteration 55Q: 3 clusters Score -1715986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1716000.625000 Penalty: 905.998962
	Iteration 56Q: 3 clusters Score -1716001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -1716006.375000 Penalty: 905.998962
	Iteration 57Q: 3 clusters Score -1716006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -1716009.500000 Penalty: 905.998962
	Iteration 58Q: 3 clusters Score -1716010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1716014.250000 Penalty: 905.998962
	Iteration 59Q: 3 clusters Score -1716014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1716022.375000 Penalty: 905.998962
	Iteration 60F: 3 clusters Score -1716022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1716036.500000 Penalty: 905.998962
	Iteration 61Q: 3 clusters Score -1716036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1716038.375000 Penalty: 905.998962
	Iteration 62Q: 3 clusters Score -1716038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1716047.750000 Penalty: 905.998962
	Iteration 63Q: 3 clusters Score -1716048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -1716055.250000 Penalty: 905.998962
	Iteration 64Q: 3 clusters Score -1716055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -1716060.125000 Penalty: 905.998962
	Iteration 65Q: 3 clusters Score -1716060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -1716065.625000 Penalty: 905.998962
	Iteration 66Q: 3 clusters Score -1716066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1716067.500000 Penalty: 905.998962
	Iteration 67Q: 3 clusters Score -1716068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1716069.000000 Penalty: 905.998962
	Iteration 68Q: 3 clusters Score -1716069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -1716077.500000 Penalty: 905.998962
	Iteration 69Q: 3 clusters Score -1716078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1716084.000000 Penalty: 905.998962
	Iteration 70Q: 3 clusters Score -1716084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1716090.875000 Penalty: 905.998962
	Iteration 71Q: 3 clusters Score -1716091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -1716095.750000 Penalty: 905.998962
	Iteration 72Q: 3 clusters Score -1716096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1716101.375000 Penalty: 905.998962
	Iteration 73Q: 3 clusters Score -1716101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -1716100.250000 Penalty: 905.998962
	Iteration 74Q: 3 clusters Score -1716100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -1716094.625000 Penalty: 905.998962
	Iteration 75Q: 3 clusters Score -1716095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1716097.000000 Penalty: 905.998962
	Iteration 76Q: 3 clusters Score -1716097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1716100.875000 Penalty: 905.998962
	Iteration 77Q: 3 clusters Score -1716101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -1716102.375000 Penalty: 905.998962
	Iteration 78Q: 3 clusters Score -1716102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1716102.625000 Penalty: 905.998962
	Iteration 79Q: 3 clusters Score -1716103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1716104.625000 Penalty: 905.998962
	Iteration 80F: 3 clusters Score -1716105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1716106.125000 Penalty: 905.998962
	Iteration 81Q: 3 clusters Score -1716106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1716096.125000 Penalty: 905.998962
	Iteration 82Q: 3 clusters Score -1716096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -1716098.500000 Penalty: 905.998962
	Iteration 83Q: 3 clusters Score -1716098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -1716100.375000 Penalty: 905.998962
	Iteration 84Q: 3 clusters Score -1716100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -1716097.125000 Penalty: 905.998962
	Iteration 85Q: 3 clusters Score -1716097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1716092.875000 Penalty: 905.998962
	Iteration 86Q: 3 clusters Score -1716093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1716093.875000 Penalty: 905.998962
	Iteration 87Q: 3 clusters Score -1716094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1716091.000000 Penalty: 905.998962
	Iteration 88Q: 3 clusters Score -1716091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1716093.125000 Penalty: 905.998962
	Iteration 89Q: 3 clusters Score -1716093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -1716091.250000 Penalty: 905.998962
	Iteration 90Q: 3 clusters Score -1716091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1716092.125000 Penalty: 905.998962
	Iteration 91Q: 3 clusters Score -1716092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1716091.000000 Penalty: 905.998962
	Iteration 92Q: 3 clusters Score -1716091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1716091.750000 Penalty: 905.998962
	Iteration 93Q: 3 clusters Score -1716092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1716096.125000 Penalty: 905.998962
	Iteration 94Q: 3 clusters Score -1716096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -1716102.500000 Penalty: 905.998962
	Iteration 95Q: 3 clusters Score -1716102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -1716106.875000 Penalty: 905.998962
	Iteration 96Q: 3 clusters Score -1716107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -1716107.000000 Penalty: 905.998962
	Iteration 97Q: 3 clusters Score -1716107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1716107.500000 Penalty: 905.998962
	Iteration 98Q: 3 clusters Score -1716108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1716110.375000 Penalty: 905.998962
	Iteration 99Q: 3 clusters Score -1716110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1716110.750000 Penalty: 905.998962
	Iteration 100F: 3 clusters Score -1716111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1716110.250000 Penalty: 905.998962
	Iteration 101Q: 3 clusters Score -1716110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1716110.500000 Penalty: 905.998962
	Iteration 102Q: 3 clusters Score -1716110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1716115.625000 Penalty: 905.998962
	Iteration 103Q: 3 clusters Score -1716116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1716113.875000 Penalty: 905.998962
	Iteration 104Q: 3 clusters Score -1716114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1716113.500000 Penalty: 905.998962
	Iteration 105Q: 3 clusters Score -1716114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1716114.125000 Penalty: 905.998962
	Iteration 106Q: 3 clusters Score -1716114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1716114.125000 Penalty: 905.998962
	Iteration 107Q: 3 clusters Score -1716114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1716116.000000 Penalty: 905.998962
	Iteration 108Q: 3 clusters Score -1716116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -1716117.250000 Penalty: 905.998962
	Iteration 109Q: 3 clusters Score -1716117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -1716119.125000 Penalty: 905.998962
	Iteration 110Q: 3 clusters Score -1716119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1716119.375000 Penalty: 905.998962
	Iteration 111Q: 3 clusters Score -1716119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -1716118.750000 Penalty: 905.998962
	Iteration 112Q: 3 clusters Score -1716119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1716120.625000 Penalty: 905.998962
	Iteration 113Q: 3 clusters Score -1716121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1716121.750000 Penalty: 905.998962
	Iteration 114Q: 3 clusters Score -1716122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1716121.125000 Penalty: 905.998962
	Iteration 115Q: 3 clusters Score -1716121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1716124.625000 Penalty: 905.998962
	Iteration 116Q: 3 clusters Score -1716125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -1716127.625000 Penalty: 905.998962
	Iteration 117Q: 3 clusters Score -1716128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1716125.500000 Penalty: 905.998962
	Iteration 118Q: 3 clusters Score -1716126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1716125.500000 Penalty: 905.998962
	Iteration 119F: 3 clusters Score -1716126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8717.135742 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8717.136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8506.731445 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8506.731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8570.333984 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8570.334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8576.979492 Penalty: 442.242920
	Iteration 2Q: 3 clusters Score -8576.979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8581.402344 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8581.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8581.402344 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -8581.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (22592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Entering Unmasked Estep 
Score: -1803039.625000 Penalty: 456.153503
	Iteration 0F: 2 clusters Score -1803040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1788284.250000 Penalty: 912.307007
	Iteration 0F: 3 clusters Score -1788284 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1794465.875000 Penalty: 912.307007
	Iteration 1F: 3 clusters Score -1794466 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1794858.500000 Penalty: 912.307007
	Iteration 2Q: 3 clusters Score -1794858 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1795376.625000 Penalty: 912.307007
	Iteration 3F: 3 clusters Score -1795377 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1796009.000000 Penalty: 912.307007
	Iteration 4F: 3 clusters Score -1796009 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1796866.500000 Penalty: 912.307007
	Iteration 5F: 3 clusters Score -1796866 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1797955.250000 Penalty: 912.307007
	Iteration 6F: 3 clusters Score -1797955 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1798800.500000 Penalty: 912.307007
	Iteration 7F: 3 clusters Score -1798800 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1799172.875000 Penalty: 912.307007
	Iteration 8Q: 3 clusters Score -1799173 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1799307.500000 Penalty: 912.307007
	Iteration 9Q: 3 clusters Score -1799308 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1799383.000000 Penalty: 912.307007
	Iteration 10Q: 3 clusters Score -1799383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1799447.250000 Penalty: 912.307007
	Iteration 11Q: 3 clusters Score -1799447 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1799513.875000 Penalty: 912.307007
	Iteration 12Q: 3 clusters Score -1799514 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1799591.625000 Penalty: 912.307007
	Iteration 13Q: 3 clusters Score -1799592 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1799671.125000 Penalty: 912.307007
	Iteration 14Q: 3 clusters Score -1799671 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1799750.250000 Penalty: 912.307007
	Iteration 15Q: 3 clusters Score -1799750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1799848.625000 Penalty: 912.307007
	Iteration 16Q: 3 clusters Score -1799849 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1799941.625000 Penalty: 912.307007
	Iteration 17Q: 3 clusters Score -1799942 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1800027.875000 Penalty: 912.307007
	Iteration 18Q: 3 clusters Score -1800028 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1800089.000000 Penalty: 912.307007
	Iteration 19Q: 3 clusters Score -1800089 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1800149.500000 Penalty: 912.307007
	Iteration 20F: 3 clusters Score -1800150 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1800217.875000 Penalty: 912.307007
	Iteration 21Q: 3 clusters Score -1800218 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1800281.625000 Penalty: 912.307007
	Iteration 22Q: 3 clusters Score -1800282 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1800362.500000 Penalty: 912.307007
	Iteration 23Q: 3 clusters Score -1800362 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1800424.125000 Penalty: 912.307007
	Iteration 24Q: 3 clusters Score -1800424 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1800492.625000 Penalty: 912.307007
	Iteration 25Q: 3 clusters Score -1800493 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1800576.625000 Penalty: 912.307007
	Iteration 26Q: 3 clusters Score -1800577 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1800656.500000 Penalty: 912.307007
	Iteration 27Q: 3 clusters Score -1800656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1800745.375000 Penalty: 912.307007
	Iteration 28Q: 3 clusters Score -1800745 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1800836.750000 Penalty: 912.307007
	Iteration 29Q: 3 clusters Score -1800837 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1800921.000000 Penalty: 912.307007
	Iteration 30Q: 3 clusters Score -1800921 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1801012.125000 Penalty: 912.307007
	Iteration 31Q: 3 clusters Score -1801012 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1801123.000000 Penalty: 912.307007
	Iteration 32Q: 3 clusters Score -1801123 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1801215.500000 Penalty: 912.307007
	Iteration 33Q: 3 clusters Score -1801216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1801307.375000 Penalty: 912.307007
	Iteration 34Q: 3 clusters Score -1801307 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1801396.375000 Penalty: 912.307007
	Iteration 35Q: 3 clusters Score -1801396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1801504.625000 Penalty: 912.307007
	Iteration 36Q: 3 clusters Score -1801505 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1801599.750000 Penalty: 912.307007
	Iteration 37Q: 3 clusters Score -1801600 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1801690.000000 Penalty: 912.307007
	Iteration 38Q: 3 clusters Score -1801690 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1801740.750000 Penalty: 912.307007
	Iteration 39Q: 3 clusters Score -1801741 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1801798.875000 Penalty: 912.307007
	Iteration 40F: 3 clusters Score -1801799 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1801858.250000 Penalty: 912.307007
	Iteration 41Q: 3 clusters Score -1801858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1801938.500000 Penalty: 912.307007
	Iteration 42Q: 3 clusters Score -1801938 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1802003.500000 Penalty: 912.307007
	Iteration 43Q: 3 clusters Score -1802004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1802060.750000 Penalty: 912.307007
	Iteration 44Q: 3 clusters Score -1802061 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1802118.875000 Penalty: 912.307007
	Iteration 45Q: 3 clusters Score -1802119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1802189.875000 Penalty: 912.307007
	Iteration 46Q: 3 clusters Score -1802190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1802249.250000 Penalty: 912.307007
	Iteration 47Q: 3 clusters Score -1802249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1802279.750000 Penalty: 912.307007
	Iteration 48Q: 3 clusters Score -1802280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1802317.750000 Penalty: 912.307007
	Iteration 49Q: 3 clusters Score -1802318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1802336.375000 Penalty: 912.307007
	Iteration 50Q: 3 clusters Score -1802336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1802369.375000 Penalty: 912.307007
	Iteration 51Q: 3 clusters Score -1802369 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1802411.500000 Penalty: 912.307007
	Iteration 52Q: 3 clusters Score -1802412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1802434.875000 Penalty: 912.307007
	Iteration 53Q: 3 clusters Score -1802435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1802475.125000 Penalty: 912.307007
	Iteration 54Q: 3 clusters Score -1802475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1802515.500000 Penalty: 912.307007
	Iteration 55Q: 3 clusters Score -1802516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1802540.000000 Penalty: 912.307007
	Iteration 56Q: 3 clusters Score -1802540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1802565.375000 Penalty: 912.307007
	Iteration 57Q: 3 clusters Score -1802565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1802592.625000 Penalty: 912.307007
	Iteration 58Q: 3 clusters Score -1802593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1802609.000000 Penalty: 912.307007
	Iteration 59Q: 3 clusters Score -1802609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1802614.000000 Penalty: 912.307007
	Iteration 60F: 3 clusters Score -1802614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1802622.000000 Penalty: 912.307007
	Iteration 61Q: 3 clusters Score -1802622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1802629.625000 Penalty: 912.307007
	Iteration 62Q: 3 clusters Score -1802630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1802630.250000 Penalty: 912.307007
	Iteration 63Q: 3 clusters Score -1802630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1802641.375000 Penalty: 912.307007
	Iteration 64Q: 3 clusters Score -1802641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1802648.500000 Penalty: 912.307007
	Iteration 65Q: 3 clusters Score -1802648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1802650.250000 Penalty: 912.307007
	Iteration 66Q: 3 clusters Score -1802650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1802651.125000 Penalty: 912.307007
	Iteration 67Q: 3 clusters Score -1802651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1802650.750000 Penalty: 912.307007
	Iteration 68Q: 3 clusters Score -1802651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1802652.625000 Penalty: 912.307007
	Iteration 69Q: 3 clusters Score -1802653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1802651.750000 Penalty: 912.307007
	Iteration 70Q: 3 clusters Score -1802652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1802651.750000 Penalty: 912.307007
	Iteration 71F: 3 clusters Score -1802652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -14211.982422 Penalty: 242.418365
	Iteration 0F: 2 clusters Score -14211.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13922.317383 Penalty: 484.836731
	Iteration 0F: 3 clusters Score -13922.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13986.792969 Penalty: 484.836731
	Iteration 1F: 3 clusters Score -13986.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14009.179688 Penalty: 484.836731
	Iteration 2F: 3 clusters Score -14009.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14019.446289 Penalty: 484.836731
	Iteration 3Q: 3 clusters Score -14019.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14022.234375 Penalty: 484.836731
	Iteration 4Q: 3 clusters Score -14022.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14023.133789 Penalty: 484.836731
	Iteration 5Q: 3 clusters Score -14023.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14023.133789 Penalty: 484.836731
	Iteration 6F: 3 clusters Score -14023.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -448932.312500 Penalty: 391.578430
	Iteration 0F: 2 clusters Score -448932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -445162.968750 Penalty: 783.156860
	Iteration 0F: 3 clusters Score -445163 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -446585.468750 Penalty: 783.156860
	Iteration 1F: 3 clusters Score -446585.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -446661.875000 Penalty: 783.156860
	Iteration 2Q: 3 clusters Score -446661.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -446743.156250 Penalty: 783.156860
	Iteration 3Q: 3 clusters Score -446743.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -446832.250000 Penalty: 783.156860
	Iteration 4Q: 3 clusters Score -446832.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -446934.312500 Penalty: 783.156860
	Iteration 5Q: 3 clusters Score -446934.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -447066.156250 Penalty: 783.156860
	Iteration 6Q: 3 clusters Score -447066.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -447252.625000 Penalty: 783.156860
	Iteration 7F: 3 clusters Score -447252.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -447499.781250 Penalty: 783.156860
	Iteration 8F: 3 clusters Score -447499.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -447791.968750 Penalty: 783.156860
	Iteration 9F: 3 clusters Score -447792 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -448064.875000 Penalty: 783.156860
	Iteration 10F: 3 clusters Score -448064.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -448321.593750 Penalty: 783.156860
	Iteration 11Q: 3 clusters Score -448321.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -448466.218750 Penalty: 783.156860
	Iteration 12Q: 3 clusters Score -448466.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -448531.843750 Penalty: 783.156860
	Iteration 13Q: 3 clusters Score -448531.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -448562.468750 Penalty: 783.156860
	Iteration 14Q: 3 clusters Score -448562.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -448573.843750 Penalty: 783.156860
	Iteration 15Q: 3 clusters Score -448573.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -448585.312500 Penalty: 783.156860
	Iteration 16Q: 3 clusters Score -448585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -448588.531250 Penalty: 783.156860
	Iteration 17Q: 3 clusters Score -448588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -448592.218750 Penalty: 783.156860
	Iteration 18Q: 3 clusters Score -448592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -448592.218750 Penalty: 783.156860
	Iteration 19F: 3 clusters Score -448592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (19127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Entering Unmasked Estep 
Score: -1445891.375000 Penalty: 448.577942
	Iteration 0F: 2 clusters Score -1445891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1433092.500000 Penalty: 897.155884
	Iteration 0F: 3 clusters Score -1433092 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1438567.750000 Penalty: 897.155884
	Iteration 1F: 3 clusters Score -1438568 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1438909.500000 Penalty: 897.155884
	Iteration 2Q: 3 clusters Score -1438910 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1439247.125000 Penalty: 897.155884
	Iteration 3Q: 3 clusters Score -1439247 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1439629.750000 Penalty: 897.155884
	Iteration 4Q: 3 clusters Score -1439630 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1439996.000000 Penalty: 897.155884
	Iteration 5Q: 3 clusters Score -1439996 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1440422.000000 Penalty: 897.155884
	Iteration 6Q: 3 clusters Score -1440422 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1440942.250000 Penalty: 897.155884
	Iteration 7Q: 3 clusters Score -1440942 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1441458.000000 Penalty: 897.155884
	Iteration 8Q: 3 clusters Score -1441458 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1442011.250000 Penalty: 897.155884
	Iteration 9Q: 3 clusters Score -1442011 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1442526.250000 Penalty: 897.155884
	Iteration 10Q: 3 clusters Score -1442526 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1443005.875000 Penalty: 897.155884
	Iteration 11Q: 3 clusters Score -1443006 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1443496.000000 Penalty: 897.155884
	Iteration 12Q: 3 clusters Score -1443496 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1443925.250000 Penalty: 897.155884
	Iteration 13Q: 3 clusters Score -1443925 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1444359.625000 Penalty: 897.155884
	Iteration 14Q: 3 clusters Score -1444360 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1444701.750000 Penalty: 897.155884
	Iteration 15Q: 3 clusters Score -1444702 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1444958.875000 Penalty: 897.155884
	Iteration 16Q: 3 clusters Score -1444959 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1445138.875000 Penalty: 897.155884
	Iteration 17Q: 3 clusters Score -1445139 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1445268.250000 Penalty: 897.155884
	Iteration 18Q: 3 clusters Score -1445268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1445376.375000 Penalty: 897.155884
	Iteration 19Q: 3 clusters Score -1445376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1445447.000000 Penalty: 897.155884
	Iteration 20F: 3 clusters Score -1445447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1445481.875000 Penalty: 897.155884
	Iteration 21Q: 3 clusters Score -1445482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -1445503.625000 Penalty: 897.155884
	Iteration 22Q: 3 clusters Score -1445504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1445519.250000 Penalty: 897.155884
	Iteration 23Q: 3 clusters Score -1445519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1445527.250000 Penalty: 897.155884
	Iteration 24Q: 3 clusters Score -1445527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1445541.500000 Penalty: 897.155884
	Iteration 25Q: 3 clusters Score -1445542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1445550.125000 Penalty: 897.155884
	Iteration 26Q: 3 clusters Score -1445550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1445554.750000 Penalty: 897.155884
	Iteration 27Q: 3 clusters Score -1445555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1445560.875000 Penalty: 897.155884
	Iteration 28Q: 3 clusters Score -1445561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1445561.375000 Penalty: 897.155884
	Iteration 29Q: 3 clusters Score -1445561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1445561.375000 Penalty: 897.155884
	Iteration 30F: 3 clusters Score -1445561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -11786.694336 Penalty: 243.724686
	Iteration 0F: 2 clusters Score -11786.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11490.196289 Penalty: 487.449371
	Iteration 0F: 3 clusters Score -11490.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11553.915039 Penalty: 487.449371
	Iteration 1F: 3 clusters Score -11553.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11582.652344 Penalty: 487.449371
	Iteration 2F: 3 clusters Score -11582.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11591.476562 Penalty: 487.449371
	Iteration 3Q: 3 clusters Score -11591.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11594.822266 Penalty: 487.449371
	Iteration 4Q: 3 clusters Score -11594.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11606.230469 Penalty: 487.449371
	Iteration 5Q: 3 clusters Score -11606.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11616.028320 Penalty: 487.449371
	Iteration 6Q: 3 clusters Score -11616.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11624.263672 Penalty: 487.449371
	Iteration 7Q: 3 clusters Score -11624.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11628.783203 Penalty: 487.449371
	Iteration 8Q: 3 clusters Score -11628.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -11631.817383 Penalty: 487.449371
	Iteration 9Q: 3 clusters Score -11631.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11636.047852 Penalty: 487.449371
	Iteration 10Q: 3 clusters Score -11636.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11640.735352 Penalty: 487.449371
	Iteration 11Q: 3 clusters Score -11640.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11644.056641 Penalty: 487.449371
	Iteration 12Q: 3 clusters Score -11644.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11651.858398 Penalty: 487.449371
	Iteration 13Q: 3 clusters Score -11651.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11651.858398 Penalty: 487.449371
	Iteration 14F: 3 clusters Score -11651.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -101387.359375 Penalty: 324.601257
	Iteration 0F: 2 clusters Score -101387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100419.500000 Penalty: 649.202515
	Iteration 0F: 3 clusters Score -100419.5 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -100717.460938 Penalty: 649.202515
	Iteration 1F: 3 clusters Score -100717.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -100786.578125 Penalty: 649.202515
	Iteration 2F: 3 clusters Score -100786.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -100838.000000 Penalty: 649.202515
	Iteration 3F: 3 clusters Score -100838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -100882.054688 Penalty: 649.202515
	Iteration 4Q: 3 clusters Score -100882.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -100914.414062 Penalty: 649.202515
	Iteration 5Q: 3 clusters Score -100914.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -100940.101562 Penalty: 649.202515
	Iteration 6Q: 3 clusters Score -100940.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100970.046875 Penalty: 649.202515
	Iteration 7Q: 3 clusters Score -100970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -100994.687500 Penalty: 649.202515
	Iteration 8Q: 3 clusters Score -100994.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101017.671875 Penalty: 649.202515
	Iteration 9Q: 3 clusters Score -101017.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101042.820312 Penalty: 649.202515
	Iteration 10Q: 3 clusters Score -101042.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101060.968750 Penalty: 649.202515
	Iteration 11Q: 3 clusters Score -101061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101082.695312 Penalty: 649.202515
	Iteration 12Q: 3 clusters Score -101082.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101116.039062 Penalty: 649.202515
	Iteration 13Q: 3 clusters Score -101116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101148.054688 Penalty: 649.202515
	Iteration 14Q: 3 clusters Score -101148.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101162.539062 Penalty: 649.202515
	Iteration 15Q: 3 clusters Score -101162.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101175.335938 Penalty: 649.202515
	Iteration 16Q: 3 clusters Score -101175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101181.343750 Penalty: 649.202515
	Iteration 17Q: 3 clusters Score -101181.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101183.906250 Penalty: 649.202515
	Iteration 18Q: 3 clusters Score -101183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101186.468750 Penalty: 649.202515
	Iteration 19Q: 3 clusters Score -101186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101189.687500 Penalty: 649.202515
	Iteration 20F: 3 clusters Score -101189.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101194.125000 Penalty: 649.202515
	Iteration 21Q: 3 clusters Score -101194.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101197.156250 Penalty: 649.202515
	Iteration 22Q: 3 clusters Score -101197.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101205.953125 Penalty: 649.202515
	Iteration 23Q: 3 clusters Score -101206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101213.203125 Penalty: 649.202515
	Iteration 24Q: 3 clusters Score -101213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101215.929688 Penalty: 649.202515
	Iteration 25Q: 3 clusters Score -101215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101216.828125 Penalty: 649.202515
	Iteration 26Q: 3 clusters Score -101216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101217.828125 Penalty: 649.202515
	Iteration 27Q: 3 clusters Score -101217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101219.234375 Penalty: 649.202515
	Iteration 28Q: 3 clusters Score -101219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101221.921875 Penalty: 649.202515
	Iteration 29Q: 3 clusters Score -101221.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101225.093750 Penalty: 649.202515
	Iteration 30Q: 3 clusters Score -101225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101227.656250 Penalty: 649.202515
	Iteration 31Q: 3 clusters Score -101227.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -101228.132812 Penalty: 649.202515
	Iteration 32Q: 3 clusters Score -101228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -101228.203125 Penalty: 649.202515
	Iteration 33Q: 3 clusters Score -101228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101228.289062 Penalty: 649.202515
	Iteration 34Q: 3 clusters Score -101228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101228.289062 Penalty: 649.202515
	Iteration 35F: 3 clusters Score -101228.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (35835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Entering Unmasked Estep 
Score: -2872678.500000 Penalty: 477.143951
	Iteration 0F: 2 clusters Score -2872678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2850210.500000 Penalty: 954.287903
	Iteration 0F: 3 clusters Score -2850210 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2860648.000000 Penalty: 954.287903
	Iteration 1F: 3 clusters Score -2860648 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2861507.000000 Penalty: 954.287903
	Iteration 2F: 3 clusters Score -2861507 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2862949.750000 Penalty: 954.287903
	Iteration 3F: 3 clusters Score -2862950 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2864826.750000 Penalty: 954.287903
	Iteration 4F: 3 clusters Score -2864827 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2866857.750000 Penalty: 954.287903
	Iteration 5F: 3 clusters Score -2866858 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2868600.500000 Penalty: 954.287903
	Iteration 6F: 3 clusters Score -2868600 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2869758.750000 Penalty: 954.287903
	Iteration 7Q: 3 clusters Score -2869759 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2870297.500000 Penalty: 954.287903
	Iteration 8Q: 3 clusters Score -2870298 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2870518.750000 Penalty: 954.287903
	Iteration 9Q: 3 clusters Score -2870519 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2870703.000000 Penalty: 954.287903
	Iteration 10Q: 3 clusters Score -2870703 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2870822.250000 Penalty: 954.287903
	Iteration 11Q: 3 clusters Score -2870822 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2870890.250000 Penalty: 954.287903
	Iteration 12Q: 3 clusters Score -2870890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2870985.500000 Penalty: 954.287903
	Iteration 13Q: 3 clusters Score -2870986 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2871067.000000 Penalty: 954.287903
	Iteration 14Q: 3 clusters Score -2871067 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2871170.000000 Penalty: 954.287903
	Iteration 15Q: 3 clusters Score -2871170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2871279.500000 Penalty: 954.287903
	Iteration 16Q: 3 clusters Score -2871280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2871385.500000 Penalty: 954.287903
	Iteration 17Q: 3 clusters Score -2871386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2871480.250000 Penalty: 954.287903
	Iteration 18Q: 3 clusters Score -2871480 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2871555.000000 Penalty: 954.287903
	Iteration 19Q: 3 clusters Score -2871555 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2871634.250000 Penalty: 954.287903
	Iteration 20F: 3 clusters Score -2871634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2871701.000000 Penalty: 954.287903
	Iteration 21Q: 3 clusters Score -2871701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2871756.750000 Penalty: 954.287903
	Iteration 22Q: 3 clusters Score -2871757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2871811.750000 Penalty: 954.287903
	Iteration 23Q: 3 clusters Score -2871812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2871863.250000 Penalty: 954.287903
	Iteration 24Q: 3 clusters Score -2871863 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2871910.250000 Penalty: 954.287903
	Iteration 25Q: 3 clusters Score -2871910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2871951.250000 Penalty: 954.287903
	Iteration 26Q: 3 clusters Score -2871951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2871966.500000 Penalty: 954.287903
	Iteration 27Q: 3 clusters Score -2871966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2871988.750000 Penalty: 954.287903
	Iteration 28Q: 3 clusters Score -2871989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2872014.750000 Penalty: 954.287903
	Iteration 29Q: 3 clusters Score -2872015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2872038.000000 Penalty: 954.287903
	Iteration 30Q: 3 clusters Score -2872038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2872055.000000 Penalty: 954.287903
	Iteration 31Q: 3 clusters Score -2872055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2872060.000000 Penalty: 954.287903
	Iteration 32Q: 3 clusters Score -2872060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2872066.500000 Penalty: 954.287903
	Iteration 33Q: 3 clusters Score -2872066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2872081.750000 Penalty: 954.287903
	Iteration 34Q: 3 clusters Score -2872082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2872083.000000 Penalty: 954.287903
	Iteration 35Q: 3 clusters Score -2872083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2872094.750000 Penalty: 954.287903
	Iteration 36Q: 3 clusters Score -2872095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2872098.000000 Penalty: 954.287903
	Iteration 37Q: 3 clusters Score -2872098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2872099.500000 Penalty: 954.287903
	Iteration 38Q: 3 clusters Score -2872100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2872097.750000 Penalty: 954.287903
	Iteration 39Q: 3 clusters Score -2872098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2872108.250000 Penalty: 954.287903
	Iteration 40F: 3 clusters Score -2872108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2872111.500000 Penalty: 954.287903
	Iteration 41Q: 3 clusters Score -2872112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2872118.000000 Penalty: 954.287903
	Iteration 42Q: 3 clusters Score -2872118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2872123.250000 Penalty: 954.287903
	Iteration 43Q: 3 clusters Score -2872123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2872126.750000 Penalty: 954.287903
	Iteration 44Q: 3 clusters Score -2872127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2872131.750000 Penalty: 954.287903
	Iteration 45Q: 3 clusters Score -2872132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2872141.250000 Penalty: 954.287903
	Iteration 46Q: 3 clusters Score -2872141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2872147.500000 Penalty: 954.287903
	Iteration 47Q: 3 clusters Score -2872148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2872156.750000 Penalty: 954.287903
	Iteration 48Q: 3 clusters Score -2872157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2872166.250000 Penalty: 954.287903
	Iteration 49Q: 3 clusters Score -2872166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2872167.000000 Penalty: 954.287903
	Iteration 50Q: 3 clusters Score -2872167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2872170.250000 Penalty: 954.287903
	Iteration 51Q: 3 clusters Score -2872170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2872172.000000 Penalty: 954.287903
	Iteration 52Q: 3 clusters Score -2872172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2872175.250000 Penalty: 954.287903
	Iteration 53Q: 3 clusters Score -2872175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2872174.500000 Penalty: 954.287903
	Iteration 54Q: 3 clusters Score -2872174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2872172.750000 Penalty: 954.287903
	Iteration 55Q: 3 clusters Score -2872173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2872172.500000 Penalty: 954.287903
	Iteration 56Q: 3 clusters Score -2872172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2872178.250000 Penalty: 954.287903
	Iteration 57Q: 3 clusters Score -2872178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2872184.250000 Penalty: 954.287903
	Iteration 58Q: 3 clusters Score -2872184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2872185.000000 Penalty: 954.287903
	Iteration 59Q: 3 clusters Score -2872185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2872189.250000 Penalty: 954.287903
	Iteration 60F: 3 clusters Score -2872189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2872191.750000 Penalty: 954.287903
	Iteration 61Q: 3 clusters Score -2872192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2872195.500000 Penalty: 954.287903
	Iteration 62Q: 3 clusters Score -2872196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2872194.250000 Penalty: 954.287903
	Iteration 63Q: 3 clusters Score -2872194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2872194.750000 Penalty: 954.287903
	Iteration 64Q: 3 clusters Score -2872195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2872194.750000 Penalty: 954.287903
	Iteration 65F: 3 clusters Score -2872195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (10623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Entering Unmasked Estep 
Score: -870672.812500 Penalty: 421.820343
	Iteration 0F: 2 clusters Score -870672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -863505.000000 Penalty: 843.640686
	Iteration 0F: 3 clusters Score -863505 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -866244.812500 Penalty: 843.640686
	Iteration 1F: 3 clusters Score -866244.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -866371.437500 Penalty: 843.640686
	Iteration 2Q: 3 clusters Score -866371.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -866508.437500 Penalty: 843.640686
	Iteration 3Q: 3 clusters Score -866508.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -866687.562500 Penalty: 843.640686
	Iteration 4Q: 3 clusters Score -866687.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -866956.500000 Penalty: 843.640686
	Iteration 5F: 3 clusters Score -866956.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -867335.062500 Penalty: 843.640686
	Iteration 6F: 3 clusters Score -867335.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -867885.125000 Penalty: 843.640686
	Iteration 7F: 3 clusters Score -867885.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -868545.187500 Penalty: 843.640686
	Iteration 8F: 3 clusters Score -868545.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -869129.000000 Penalty: 843.640686
	Iteration 9F: 3 clusters Score -869129 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -869434.937500 Penalty: 843.640686
	Iteration 10Q: 3 clusters Score -869434.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -869606.312500 Penalty: 843.640686
	Iteration 11Q: 3 clusters Score -869606.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -869729.312500 Penalty: 843.640686
	Iteration 12Q: 3 clusters Score -869729.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -869842.000000 Penalty: 843.640686
	Iteration 13Q: 3 clusters Score -869842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -869933.875000 Penalty: 843.640686
	Iteration 14Q: 3 clusters Score -869933.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -870013.750000 Penalty: 843.640686
	Iteration 15Q: 3 clusters Score -870013.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -870095.937500 Penalty: 843.640686
	Iteration 16Q: 3 clusters Score -870095.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -870150.312500 Penalty: 843.640686
	Iteration 17Q: 3 clusters Score -870150.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -870187.562500 Penalty: 843.640686
	Iteration 18Q: 3 clusters Score -870187.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -870220.000000 Penalty: 843.640686
	Iteration 19Q: 3 clusters Score -870220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -870240.000000 Penalty: 843.640686
	Iteration 20F: 3 clusters Score -870240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -870249.375000 Penalty: 843.640686
	Iteration 21Q: 3 clusters Score -870249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -870258.812500 Penalty: 843.640686
	Iteration 22Q: 3 clusters Score -870258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -870261.500000 Penalty: 843.640686
	Iteration 23Q: 3 clusters Score -870261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -870262.562500 Penalty: 843.640686
	Iteration 24Q: 3 clusters Score -870262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -870265.562500 Penalty: 843.640686
	Iteration 25Q: 3 clusters Score -870265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -870273.250000 Penalty: 843.640686
	Iteration 26Q: 3 clusters Score -870273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -870277.812500 Penalty: 843.640686
	Iteration 27Q: 3 clusters Score -870277.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -870282.312500 Penalty: 843.640686
	Iteration 28Q: 3 clusters Score -870282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -870285.375000 Penalty: 843.640686
	Iteration 29Q: 3 clusters Score -870285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -870289.125000 Penalty: 843.640686
	Iteration 30Q: 3 clusters Score -870289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -870294.937500 Penalty: 843.640686
	Iteration 31Q: 3 clusters Score -870294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -870294.937500 Penalty: 843.640686
	Iteration 32F: 3 clusters Score -870294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -58938.640625 Penalty: 301.815979
	Iteration 0F: 2 clusters Score -58938.64 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 366 members 
Entering Unmasked Estep 
Score: -58302.390625 Penalty: 603.631958
	Iteration 0F: 3 clusters Score -58302.39 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -58467.183594 Penalty: 603.631958
	Iteration 1F: 3 clusters Score -58467.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58495.621094 Penalty: 603.631958
	Iteration 2F: 3 clusters Score -58495.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58511.238281 Penalty: 603.631958
	Iteration 3Q: 3 clusters Score -58511.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -58525.878906 Penalty: 603.631958
	Iteration 4Q: 3 clusters Score -58525.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58535.125000 Penalty: 603.631958
	Iteration 5Q: 3 clusters Score -58535.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -58542.957031 Penalty: 603.631958
	Iteration 6Q: 3 clusters Score -58542.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58548.078125 Penalty: 603.631958
	Iteration 7Q: 3 clusters Score -58548.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58554.410156 Penalty: 603.631958
	Iteration 8Q: 3 clusters Score -58554.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58559.507812 Penalty: 603.631958
	Iteration 9Q: 3 clusters Score -58559.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58566.421875 Penalty: 603.631958
	Iteration 10Q: 3 clusters Score -58566.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58573.062500 Penalty: 603.631958
	Iteration 11Q: 3 clusters Score -58573.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58579.066406 Penalty: 603.631958
	Iteration 12Q: 3 clusters Score -58579.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58583.390625 Penalty: 603.631958
	Iteration 13Q: 3 clusters Score -58583.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -58585.085938 Penalty: 603.631958
	Iteration 14Q: 3 clusters Score -58585.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58585.351562 Penalty: 603.631958
	Iteration 15Q: 3 clusters Score -58585.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58585.351562 Penalty: 603.631958
	Iteration 16F: 3 clusters Score -58585.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (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: -128236.046875 Penalty: 335.886658
	Iteration 0F: 2 clusters Score -128236 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 794 members 
Entering Unmasked Estep 
Score: -127038.460938 Penalty: 671.773315
	Iteration 0F: 3 clusters Score -127038.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -127409.335938 Penalty: 671.773315
	Iteration 1F: 3 clusters Score -127409.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127461.000000 Penalty: 671.773315
	Iteration 2F: 3 clusters Score -127461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -127518.476562 Penalty: 671.773315
	Iteration 3F: 3 clusters Score -127518.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127580.585938 Penalty: 671.773315
	Iteration 4Q: 3 clusters Score -127580.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -127637.257812 Penalty: 671.773315
	Iteration 5Q: 3 clusters Score -127637.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -127677.414062 Penalty: 671.773315
	Iteration 6Q: 3 clusters Score -127677.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -127717.937500 Penalty: 671.773315
	Iteration 7Q: 3 clusters Score -127717.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -127755.054688 Penalty: 671.773315
	Iteration 8Q: 3 clusters Score -127755.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -127817.234375 Penalty: 671.773315
	Iteration 9Q: 3 clusters Score -127817.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127863.031250 Penalty: 671.773315
	Iteration 10Q: 3 clusters Score -127863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127896.296875 Penalty: 671.773315
	Iteration 11Q: 3 clusters Score -127896.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127923.695312 Penalty: 671.773315
	Iteration 12Q: 3 clusters Score -127923.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127957.992188 Penalty: 671.773315
	Iteration 13Q: 3 clusters Score -127958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -127985.750000 Penalty: 671.773315
	Iteration 14Q: 3 clusters Score -127985.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -128007.015625 Penalty: 671.773315
	Iteration 15Q: 3 clusters Score -128007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -128028.648438 Penalty: 671.773315
	Iteration 16Q: 3 clusters Score -128028.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -128040.234375 Penalty: 671.773315
	Iteration 17Q: 3 clusters Score -128040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128052.929688 Penalty: 671.773315
	Iteration 18Q: 3 clusters Score -128052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -128065.781250 Penalty: 671.773315
	Iteration 19Q: 3 clusters Score -128065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128075.015625 Penalty: 671.773315
	Iteration 20F: 3 clusters Score -128075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128080.734375 Penalty: 671.773315
	Iteration 21Q: 3 clusters Score -128080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -128086.812500 Penalty: 671.773315
	Iteration 22Q: 3 clusters Score -128086.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128096.609375 Penalty: 671.773315
	Iteration 23Q: 3 clusters Score -128096.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -128101.765625 Penalty: 671.773315
	Iteration 24Q: 3 clusters Score -128101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -128103.054688 Penalty: 671.773315
	Iteration 25Q: 3 clusters Score -128103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128104.242188 Penalty: 671.773315
	Iteration 26Q: 3 clusters Score -128104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -128105.000000 Penalty: 671.773315
	Iteration 27Q: 3 clusters Score -128105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128105.164062 Penalty: 671.773315
	Iteration 28Q: 3 clusters Score -128105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128105.289062 Penalty: 671.773315
	Iteration 29Q: 3 clusters Score -128105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128105.304688 Penalty: 671.773315
	Iteration 30Q: 3 clusters Score -128105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128105.468750 Penalty: 671.773315
	Iteration 31Q: 3 clusters Score -128105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128105.609375 Penalty: 671.773315
	Iteration 32Q: 3 clusters Score -128105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128105.906250 Penalty: 671.773315
	Iteration 33Q: 3 clusters Score -128105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -128105.906250 Penalty: 671.773315
	Iteration 34F: 3 clusters Score -128105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -114443.242188 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -114443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -113358.414062 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -113358.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -113748.554688 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -113748.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -113837.406250 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -113837.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -113932.882812 Penalty: 664.158508
	Iteration 3F: 3 clusters Score -113932.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -113994.750000 Penalty: 664.158508
	Iteration 4F: 3 clusters Score -113994.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -114038.726562 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -114038.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -114077.078125 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -114077.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -114107.828125 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -114107.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -114130.289062 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -114130.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -114144.468750 Penalty: 664.158508
	Iteration 9Q: 3 clusters Score -114144.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114160.437500 Penalty: 664.158508
	Iteration 10Q: 3 clusters Score -114160.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -114170.906250 Penalty: 664.158508
	Iteration 11Q: 3 clusters Score -114170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -114179.632812 Penalty: 664.158508
	Iteration 12Q: 3 clusters Score -114179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -114191.062500 Penalty: 664.158508
	Iteration 13Q: 3 clusters Score -114191.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -114202.945312 Penalty: 664.158508
	Iteration 14Q: 3 clusters Score -114202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -114207.945312 Penalty: 664.158508
	Iteration 15Q: 3 clusters Score -114207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -114210.757812 Penalty: 664.158508
	Iteration 16Q: 3 clusters Score -114210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -114212.500000 Penalty: 664.158508
	Iteration 17Q: 3 clusters Score -114212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -114217.421875 Penalty: 664.158508
	Iteration 18Q: 3 clusters Score -114217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -114221.687500 Penalty: 664.158508
	Iteration 19Q: 3 clusters Score -114221.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114224.593750 Penalty: 664.158508
	Iteration 20F: 3 clusters Score -114224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -114227.578125 Penalty: 664.158508
	Iteration 21Q: 3 clusters Score -114227.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -114234.195312 Penalty: 664.158508
	Iteration 22Q: 3 clusters Score -114234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114237.179688 Penalty: 664.158508
	Iteration 23Q: 3 clusters Score -114237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -114238.531250 Penalty: 664.158508
	Iteration 24Q: 3 clusters Score -114238.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -114238.812500 Penalty: 664.158508
	Iteration 25Q: 3 clusters Score -114238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -114238.968750 Penalty: 664.158508
	Iteration 26Q: 3 clusters Score -114239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114239.281250 Penalty: 664.158508
	Iteration 27Q: 3 clusters Score -114239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -114239.281250 Penalty: 664.158508
	Iteration 28F: 3 clusters Score -114239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -15239.484375 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -15239.48 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 117 members 
Entering Unmasked Estep 
Score: -14934.803711 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -14934.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15045.250000 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -15045.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15086.904297 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -15086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15105.288086 Penalty: 497.976624
	Iteration 3Q: 3 clusters Score -15105.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15110.259766 Penalty: 497.976624
	Iteration 4Q: 3 clusters Score -15110.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15111.285156 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -15111.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15111.285156 Penalty: 497.976624
	Iteration 6F: 3 clusters Score -15111.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -123503.078125 Penalty: 331.801361
	Iteration 0F: 2 clusters Score -123503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -122408.914062 Penalty: 663.602722
	Iteration 0F: 3 clusters Score -122408.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -122713.367188 Penalty: 663.602722
	Iteration 1F: 3 clusters Score -122713.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122793.953125 Penalty: 663.602722
	Iteration 2F: 3 clusters Score -122794 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122892.835938 Penalty: 663.602722
	Iteration 3F: 3 clusters Score -122892.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123039.343750 Penalty: 663.602722
	Iteration 4F: 3 clusters Score -123039.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -123143.585938 Penalty: 663.602722
	Iteration 5F: 3 clusters Score -123143.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123169.414062 Penalty: 663.602722
	Iteration 6Q: 3 clusters Score -123169.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -123148.359375 Penalty: 663.602722
	Iteration 7Q: 3 clusters Score -123148.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -123178.117188 Penalty: 663.602722
	Iteration 8Q: 3 clusters Score -123178.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -123191.218750 Penalty: 663.602722
	Iteration 9Q: 3 clusters Score -123191.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -123199.500000 Penalty: 663.602722
	Iteration 10Q: 3 clusters Score -123199.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -123207.132812 Penalty: 663.602722
	Iteration 11Q: 3 clusters Score -123207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -123216.414062 Penalty: 663.602722
	Iteration 12Q: 3 clusters Score -123216.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -123219.523438 Penalty: 663.602722
	Iteration 13Q: 3 clusters Score -123219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -123222.304688 Penalty: 663.602722
	Iteration 14Q: 3 clusters Score -123222.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -123224.484375 Penalty: 663.602722
	Iteration 15Q: 3 clusters Score -123224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -123223.601562 Penalty: 663.602722
	Iteration 16Q: 3 clusters Score -123223.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -123223.031250 Penalty: 663.602722
	Iteration 17Q: 3 clusters Score -123223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -123221.398438 Penalty: 663.602722
	Iteration 18Q: 3 clusters Score -123221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -123220.453125 Penalty: 663.602722
	Iteration 19Q: 3 clusters Score -123220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123221.179688 Penalty: 663.602722
	Iteration 20F: 3 clusters Score -123221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (25797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Entering Unmasked Estep 
Score: -2084800.375000 Penalty: 462.189606
	Iteration 0F: 2 clusters Score -2084800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2068499.500000 Penalty: 924.379211
	Iteration 0F: 3 clusters Score -2068500 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2075937.625000 Penalty: 924.379211
	Iteration 1F: 3 clusters Score -2075938 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2076579.625000 Penalty: 924.379211
	Iteration 2Q: 3 clusters Score -2076580 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2077613.000000 Penalty: 924.379211
	Iteration 3F: 3 clusters Score -2077613 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2079110.375000 Penalty: 924.379211
	Iteration 4F: 3 clusters Score -2079110 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2080773.250000 Penalty: 924.379211
	Iteration 5F: 3 clusters Score -2080773 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2081863.625000 Penalty: 924.379211
	Iteration 6F: 3 clusters Score -2081864 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2082387.250000 Penalty: 924.379211
	Iteration 7Q: 3 clusters Score -2082387 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2082653.250000 Penalty: 924.379211
	Iteration 8Q: 3 clusters Score -2082653 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2082809.000000 Penalty: 924.379211
	Iteration 9Q: 3 clusters Score -2082809 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2082942.750000 Penalty: 924.379211
	Iteration 10Q: 3 clusters Score -2082943 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2083083.000000 Penalty: 924.379211
	Iteration 11Q: 3 clusters Score -2083083 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2083193.875000 Penalty: 924.379211
	Iteration 12Q: 3 clusters Score -2083194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2083300.750000 Penalty: 924.379211
	Iteration 13Q: 3 clusters Score -2083301 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2083417.375000 Penalty: 924.379211
	Iteration 14Q: 3 clusters Score -2083417 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2083507.500000 Penalty: 924.379211
	Iteration 15Q: 3 clusters Score -2083508 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2083594.250000 Penalty: 924.379211
	Iteration 16Q: 3 clusters Score -2083594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2083681.875000 Penalty: 924.379211
	Iteration 17Q: 3 clusters Score -2083682 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2083741.250000 Penalty: 924.379211
	Iteration 18Q: 3 clusters Score -2083741 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2083809.250000 Penalty: 924.379211
	Iteration 19Q: 3 clusters Score -2083809 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2083895.000000 Penalty: 924.379211
	Iteration 20F: 3 clusters Score -2083895 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2083993.625000 Penalty: 924.379211
	Iteration 21Q: 3 clusters Score -2083994 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2084093.625000 Penalty: 924.379211
	Iteration 22Q: 3 clusters Score -2084094 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2084172.125000 Penalty: 924.379211
	Iteration 23Q: 3 clusters Score -2084172 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2084230.500000 Penalty: 924.379211
	Iteration 24Q: 3 clusters Score -2084230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2084267.875000 Penalty: 924.379211
	Iteration 25Q: 3 clusters Score -2084268 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2084298.250000 Penalty: 924.379211
	Iteration 26Q: 3 clusters Score -2084298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2084344.125000 Penalty: 924.379211
	Iteration 27Q: 3 clusters Score -2084344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2084375.250000 Penalty: 924.379211
	Iteration 28Q: 3 clusters Score -2084375 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2084406.375000 Penalty: 924.379211
	Iteration 29Q: 3 clusters Score -2084406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2084419.500000 Penalty: 924.379211
	Iteration 30Q: 3 clusters Score -2084420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2084431.750000 Penalty: 924.379211
	Iteration 31Q: 3 clusters Score -2084432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2084446.250000 Penalty: 924.379211
	Iteration 32Q: 3 clusters Score -2084446 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2084469.625000 Penalty: 924.379211
	Iteration 33Q: 3 clusters Score -2084470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -2084506.625000 Penalty: 924.379211
	Iteration 34Q: 3 clusters Score -2084507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -2084526.000000 Penalty: 924.379211
	Iteration 35Q: 3 clusters Score -2084526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2084539.125000 Penalty: 924.379211
	Iteration 36Q: 3 clusters Score -2084539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2084556.875000 Penalty: 924.379211
	Iteration 37Q: 3 clusters Score -2084557 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2084572.250000 Penalty: 924.379211
	Iteration 38Q: 3 clusters Score -2084572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2084587.000000 Penalty: 924.379211
	Iteration 39Q: 3 clusters Score -2084587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2084598.125000 Penalty: 924.379211
	Iteration 40F: 3 clusters Score -2084598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2084604.375000 Penalty: 924.379211
	Iteration 41Q: 3 clusters Score -2084604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2084609.500000 Penalty: 924.379211
	Iteration 42Q: 3 clusters Score -2084610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2084609.000000 Penalty: 924.379211
	Iteration 43Q: 3 clusters Score -2084609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2084621.000000 Penalty: 924.379211
	Iteration 44Q: 3 clusters Score -2084621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2084623.625000 Penalty: 924.379211
	Iteration 45Q: 3 clusters Score -2084624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2084623.750000 Penalty: 924.379211
	Iteration 46Q: 3 clusters Score -2084624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2084620.500000 Penalty: 924.379211
	Iteration 47Q: 3 clusters Score -2084620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -2084620.875000 Penalty: 924.379211
	Iteration 48Q: 3 clusters Score -2084621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2084619.625000 Penalty: 924.379211
	Iteration 49Q: 3 clusters Score -2084620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2084620.125000 Penalty: 924.379211
	Iteration 50Q: 3 clusters Score -2084620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2084622.375000 Penalty: 924.379211
	Iteration 51Q: 3 clusters Score -2084622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2084627.625000 Penalty: 924.379211
	Iteration 52Q: 3 clusters Score -2084628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2084630.125000 Penalty: 924.379211
	Iteration 53Q: 3 clusters Score -2084630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2084643.500000 Penalty: 924.379211
	Iteration 54Q: 3 clusters Score -2084644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2084636.625000 Penalty: 924.379211
	Iteration 55Q: 3 clusters Score -2084637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2084638.750000 Penalty: 924.379211
	Iteration 56Q: 3 clusters Score -2084639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2084640.000000 Penalty: 924.379211
	Iteration 57Q: 3 clusters Score -2084640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2084641.500000 Penalty: 924.379211
	Iteration 58Q: 3 clusters Score -2084642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2084646.000000 Penalty: 924.379211
	Iteration 59Q: 3 clusters Score -2084646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2084647.875000 Penalty: 924.379211
	Iteration 60F: 3 clusters Score -2084648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2084648.000000 Penalty: 924.379211
	Iteration 61Q: 3 clusters Score -2084648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2084653.500000 Penalty: 924.379211
	Iteration 62Q: 3 clusters Score -2084654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2084653.625000 Penalty: 924.379211
	Iteration 63Q: 3 clusters Score -2084654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2084655.625000 Penalty: 924.379211
	Iteration 64Q: 3 clusters Score -2084656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2084653.625000 Penalty: 924.379211
	Iteration 65Q: 3 clusters Score -2084654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2084661.375000 Penalty: 924.379211
	Iteration 66Q: 3 clusters Score -2084661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2084663.875000 Penalty: 924.379211
	Iteration 67Q: 3 clusters Score -2084664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2084652.750000 Penalty: 924.379211
	Iteration 68Q: 3 clusters Score -2084653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2084660.875000 Penalty: 924.379211
	Iteration 69Q: 3 clusters Score -2084661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2084664.375000 Penalty: 924.379211
	Iteration 70Q: 3 clusters Score -2084664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -2084668.500000 Penalty: 924.379211
	Iteration 71Q: 3 clusters Score -2084668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -2084673.250000 Penalty: 924.379211
	Iteration 72Q: 3 clusters Score -2084673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2084671.500000 Penalty: 924.379211
	Iteration 73Q: 3 clusters Score -2084672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2084671.250000 Penalty: 924.379211
	Iteration 74Q: 3 clusters Score -2084671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -2084671.625000 Penalty: 924.379211
	Iteration 75Q: 3 clusters Score -2084672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2084671.500000 Penalty: 924.379211
	Iteration 76Q: 3 clusters Score -2084672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -2084670.375000 Penalty: 924.379211
	Iteration 77Q: 3 clusters Score -2084670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2084672.000000 Penalty: 924.379211
	Iteration 78Q: 3 clusters Score -2084672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2084670.125000 Penalty: 924.379211
	Iteration 79Q: 3 clusters Score -2084670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2084670.500000 Penalty: 924.379211
	Iteration 80F: 3 clusters Score -2084670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2084668.625000 Penalty: 924.379211
	Iteration 81Q: 3 clusters Score -2084669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -2084668.625000 Penalty: 924.379211
	Iteration 82F: 3 clusters Score -2084669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (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: -5452.821777 Penalty: 217.450104
	Iteration 0F: 2 clusters Score -5452.822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5298.886230 Penalty: 434.900208
	Iteration 0F: 3 clusters Score -5298.886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5410.742188 Penalty: 434.900208
	Iteration 1F: 3 clusters Score -5410.742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5483.735352 Penalty: 434.900208
	Iteration 2F: 3 clusters Score -5483.735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5496.269043 Penalty: 434.900208
	Iteration 3Q: 3 clusters Score -5496.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5496.269043 Penalty: 434.900208
	Iteration 4F: 3 clusters Score -5496.269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22994 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33791 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15614 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 76 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23280 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14946 members 
Mstep: Class 53 contains 4023 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21079 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22592 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19127 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1254 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1469 members 
Mstep: Class 71 contains 25797 members 
Mstep: Class 72 contains 43 members 
Mstep: Class 73 contains 13759 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 39861 members 
Mstep: Class 76 contains 21136 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1395 members 
Mstep: Class 80 contains 20399 members 
Mstep: Class 81 contains 3345 members 
Mstep: Class 82 contains 1987 members 
Mstep: Class 83 contains 20439 members 
Mstep: Class 84 contains 3472 members 
Entering Unmasked Estep 
Score: -42173172.000000 Penalty: 50562.660156
Splitting cluster 72 changes total score from -42173680.000000 to -42173172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 73 (13759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Entering Unmasked Estep 
Score: -1116402.250000 Penalty: 433.589905
	Iteration 0F: 2 clusters Score -1116402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1107088.625000 Penalty: 867.179810
	Iteration 0F: 3 clusters Score -1107089 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1111051.625000 Penalty: 867.179810
	Iteration 1F: 3 clusters Score -1111052 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1111564.500000 Penalty: 867.179810
	Iteration 2F: 3 clusters Score -1111564 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1112459.000000 Penalty: 867.179810
	Iteration 3F: 3 clusters Score -1112459 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1113706.875000 Penalty: 867.179810
	Iteration 4F: 3 clusters Score -1113707 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1114867.875000 Penalty: 867.179810
	Iteration 5F: 3 clusters Score -1114868 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1115642.250000 Penalty: 867.179810
	Iteration 6F: 3 clusters Score -1115642 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1115900.250000 Penalty: 867.179810
	Iteration 7Q: 3 clusters Score -1115900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1115974.250000 Penalty: 867.179810
	Iteration 8Q: 3 clusters Score -1115974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1115995.375000 Penalty: 867.179810
	Iteration 9Q: 3 clusters Score -1115995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1116004.625000 Penalty: 867.179810
	Iteration 10Q: 3 clusters Score -1116005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1116010.750000 Penalty: 867.179810
	Iteration 11Q: 3 clusters Score -1116011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -1116015.375000 Penalty: 867.179810
	Iteration 12Q: 3 clusters Score -1116015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -1116019.000000 Penalty: 867.179810
	Iteration 13Q: 3 clusters Score -1116019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1116023.875000 Penalty: 867.179810
	Iteration 14Q: 3 clusters Score -1116024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -1116032.625000 Penalty: 867.179810
	Iteration 15Q: 3 clusters Score -1116033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1116032.875000 Penalty: 867.179810
	Iteration 16Q: 3 clusters Score -1116033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1116032.875000 Penalty: 867.179810
	Iteration 17F: 3 clusters Score -1116033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -14735.138672 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -14735.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14444.676758 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -14444.68 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14575.909180 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -14575.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14655.923828 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -14655.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14671.701172 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -14671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14677.153320 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -14677.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14679.886719 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -14679.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14679.886719 Penalty: 490.820129
	Iteration 6F: 3 clusters Score -14679.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 75 (39861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Entering Unmasked Estep 
Score: -3219330.500000 Penalty: 481.988495
	Iteration 0F: 2 clusters Score -3219330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3198721.250000 Penalty: 963.976990
	Iteration 0F: 3 clusters Score -3198721 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3210703.500000 Penalty: 963.976990
	Iteration 1F: 3 clusters Score -3210704 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3212159.250000 Penalty: 963.976990
	Iteration 2F: 3 clusters Score -3212159 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3214394.500000 Penalty: 963.976990
	Iteration 3F: 3 clusters Score -3214394 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3216787.000000 Penalty: 963.976990
	Iteration 4F: 3 clusters Score -3216787 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3218463.500000 Penalty: 963.976990
	Iteration 5F: 3 clusters Score -3218464 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3219518.250000 Penalty: 963.976990
	Iteration 6Q: 3 clusters Score -3219518 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3220466.500000 Penalty: 963.976990
	Iteration 7Q: 3 clusters Score -3220466 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3221421.250000 Penalty: 963.976990
	Iteration 8Q: 3 clusters Score -3221421 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3222217.500000 Penalty: 963.976990
	Iteration 9Q: 3 clusters Score -3222218 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3222793.000000 Penalty: 963.976990
	Iteration 10Q: 3 clusters Score -3222793 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3223160.750000 Penalty: 963.976990
	Iteration 11Q: 3 clusters Score -3223161 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3223411.000000 Penalty: 963.976990
	Iteration 12Q: 3 clusters Score -3223411 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3223472.750000 Penalty: 963.976990
	Iteration 13Q: 3 clusters Score -3223473 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3223447.500000 Penalty: 963.976990
	Iteration 14Q: 3 clusters Score -3223448 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3223433.000000 Penalty: 963.976990
	Iteration 15Q: 3 clusters Score -3223433 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3223496.750000 Penalty: 963.976990
	Iteration 16Q: 3 clusters Score -3223497 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3223483.250000 Penalty: 963.976990
	Iteration 17Q: 3 clusters Score -3223483 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3223471.750000 Penalty: 963.976990
	Iteration 18Q: 3 clusters Score -3223472 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3223433.500000 Penalty: 963.976990
	Iteration 19Q: 3 clusters Score -3223434 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3223599.250000 Penalty: 963.976990
	Iteration 20F: 3 clusters Score -3223599 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3223586.750000 Penalty: 963.976990
	Iteration 21Q: 3 clusters Score -3223587 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3223571.000000 Penalty: 963.976990
	Iteration 22Q: 3 clusters Score -3223571 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3223517.000000 Penalty: 963.976990
	Iteration 23Q: 3 clusters Score -3223517 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3223434.250000 Penalty: 963.976990
	Iteration 24Q: 3 clusters Score -3223434 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3223356.000000 Penalty: 963.976990
	Iteration 25Q: 3 clusters Score -3223356 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3223244.500000 Penalty: 963.976990
	Iteration 26Q: 3 clusters Score -3223244 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3223144.750000 Penalty: 963.976990
	Iteration 27Q: 3 clusters Score -3223145 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3223037.500000 Penalty: 963.976990
	Iteration 28Q: 3 clusters Score -3223038 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3222915.000000 Penalty: 963.976990
	Iteration 29Q: 3 clusters Score -3222915 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3222812.750000 Penalty: 963.976990
	Iteration 30Q: 3 clusters Score -3222813 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3222753.250000 Penalty: 963.976990
	Iteration 31Q: 3 clusters Score -3222753 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3222691.250000 Penalty: 963.976990
	Iteration 32Q: 3 clusters Score -3222691 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3222597.500000 Penalty: 963.976990
	Iteration 33Q: 3 clusters Score -3222598 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3222513.500000 Penalty: 963.976990
	Iteration 34Q: 3 clusters Score -3222514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3222452.500000 Penalty: 963.976990
	Iteration 35Q: 3 clusters Score -3222452 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3222340.500000 Penalty: 963.976990
	Iteration 36Q: 3 clusters Score -3222340 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3222213.000000 Penalty: 963.976990
	Iteration 37Q: 3 clusters Score -3222213 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3222096.000000 Penalty: 963.976990
	Iteration 38Q: 3 clusters Score -3222096 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3221970.750000 Penalty: 963.976990
	Iteration 39Q: 3 clusters Score -3221971 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3221920.500000 Penalty: 963.976990
	Iteration 40F: 3 clusters Score -3221920 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3221852.000000 Penalty: 963.976990
	Iteration 41Q: 3 clusters Score -3221852 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3221767.000000 Penalty: 963.976990
	Iteration 42Q: 3 clusters Score -3221767 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3221717.750000 Penalty: 963.976990
	Iteration 43Q: 3 clusters Score -3221718 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3221631.000000 Penalty: 963.976990
	Iteration 44Q: 3 clusters Score -3221631 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3221581.750000 Penalty: 963.976990
	Iteration 45Q: 3 clusters Score -3221582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3221537.000000 Penalty: 963.976990
	Iteration 46Q: 3 clusters Score -3221537 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3221502.000000 Penalty: 963.976990
	Iteration 47Q: 3 clusters Score -3221502 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3221442.000000 Penalty: 963.976990
	Iteration 48Q: 3 clusters Score -3221442 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3221352.500000 Penalty: 963.976990
	Iteration 49Q: 3 clusters Score -3221352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3221268.750000 Penalty: 963.976990
	Iteration 50Q: 3 clusters Score -3221269 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3221198.500000 Penalty: 963.976990
	Iteration 51Q: 3 clusters Score -3221198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3221074.750000 Penalty: 963.976990
	Iteration 52Q: 3 clusters Score -3221075 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3221035.500000 Penalty: 963.976990
	Iteration 53Q: 3 clusters Score -3221036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3220928.250000 Penalty: 963.976990
	Iteration 54Q: 3 clusters Score -3220928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3220836.250000 Penalty: 963.976990
	Iteration 55Q: 3 clusters Score -3220836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3220772.750000 Penalty: 963.976990
	Iteration 56Q: 3 clusters Score -3220773 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3220735.750000 Penalty: 963.976990
	Iteration 57Q: 3 clusters Score -3220736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3220690.000000 Penalty: 963.976990
	Iteration 58Q: 3 clusters Score -3220690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3220619.750000 Penalty: 963.976990
	Iteration 59Q: 3 clusters Score -3220620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3220585.750000 Penalty: 963.976990
	Iteration 60F: 3 clusters Score -3220586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3220564.250000 Penalty: 963.976990
	Iteration 61Q: 3 clusters Score -3220564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3220561.500000 Penalty: 963.976990
	Iteration 62Q: 3 clusters Score -3220562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3220554.250000 Penalty: 963.976990
	Iteration 63Q: 3 clusters Score -3220554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3220554.750000 Penalty: 963.976990
	Iteration 64Q: 3 clusters Score -3220555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3220555.500000 Penalty: 963.976990
	Iteration 65Q: 3 clusters Score -3220556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3220555.000000 Penalty: 963.976990
	Iteration 66Q: 3 clusters Score -3220555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3220544.000000 Penalty: 963.976990
	Iteration 67Q: 3 clusters Score -3220544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3220550.750000 Penalty: 963.976990
	Iteration 68Q: 3 clusters Score -3220551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3220543.750000 Penalty: 963.976990
	Iteration 69Q: 3 clusters Score -3220544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3220544.500000 Penalty: 963.976990
	Iteration 70Q: 3 clusters Score -3220544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3220538.500000 Penalty: 963.976990
	Iteration 71Q: 3 clusters Score -3220538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3220541.500000 Penalty: 963.976990
	Iteration 72Q: 3 clusters Score -3220542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3220537.500000 Penalty: 963.976990
	Iteration 73Q: 3 clusters Score -3220538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3220536.250000 Penalty: 963.976990
	Iteration 74Q: 3 clusters Score -3220536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3220523.000000 Penalty: 963.976990
	Iteration 75Q: 3 clusters Score -3220523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3220525.750000 Penalty: 963.976990
	Iteration 76Q: 3 clusters Score -3220526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3220520.500000 Penalty: 963.976990
	Iteration 77Q: 3 clusters Score -3220520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3220516.500000 Penalty: 963.976990
	Iteration 78Q: 3 clusters Score -3220516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3220512.500000 Penalty: 963.976990
	Iteration 79Q: 3 clusters Score -3220512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3220498.000000 Penalty: 963.976990
	Iteration 80F: 3 clusters Score -3220498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3220488.250000 Penalty: 963.976990
	Iteration 81Q: 3 clusters Score -3220488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3220483.500000 Penalty: 963.976990
	Iteration 82Q: 3 clusters Score -3220484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3220478.000000 Penalty: 963.976990
	Iteration 83Q: 3 clusters Score -3220478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3220480.000000 Penalty: 963.976990
	Iteration 84Q: 3 clusters Score -3220480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3220474.750000 Penalty: 963.976990
	Iteration 85Q: 3 clusters Score -3220475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3220474.750000 Penalty: 963.976990
	Iteration 86F: 3 clusters Score -3220475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22994 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33791 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15614 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2486 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23280 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14946 members 
Mstep: Class 53 contains 4023 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21079 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22592 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19127 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1254 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1469 members 
Mstep: Class 71 contains 25797 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13759 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37375 members 
Mstep: Class 76 contains 21136 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1395 members 
Mstep: Class 80 contains 20399 members 
Mstep: Class 81 contains 3345 members 
Mstep: Class 82 contains 1987 members 
Mstep: Class 83 contains 20439 members 
Mstep: Class 84 contains 3472 members 
Entering Unmasked Estep 
Score: -42174392.000000 Penalty: 50562.660156
Splitting cluster 75 changes total score from -42173680.000000 to -42174392.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 76 (21136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Entering Unmasked Estep 
Score: -1730409.750000 Penalty: 453.122345
	Iteration 0F: 2 clusters Score -1730410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1716599.750000 Penalty: 906.244690
	Iteration 0F: 3 clusters Score -1716600 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1722867.500000 Penalty: 906.244690
	Iteration 1F: 3 clusters Score -1722868 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1723620.500000 Penalty: 906.244690
	Iteration 2F: 3 clusters Score -1723620 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1724685.375000 Penalty: 906.244690
	Iteration 3F: 3 clusters Score -1724685 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1726105.125000 Penalty: 906.244690
	Iteration 4F: 3 clusters Score -1726105 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1727546.125000 Penalty: 906.244690
	Iteration 5F: 3 clusters Score -1727546 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -1728588.500000 Penalty: 906.244690
	Iteration 6F: 3 clusters Score -1728588 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1729135.125000 Penalty: 906.244690
	Iteration 7Q: 3 clusters Score -1729135 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -1729444.250000 Penalty: 906.244690
	Iteration 8Q: 3 clusters Score -1729444 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -1729615.875000 Penalty: 906.244690
	Iteration 9Q: 3 clusters Score -1729616 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -1729739.500000 Penalty: 906.244690
	Iteration 10Q: 3 clusters Score -1729740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1729818.000000 Penalty: 906.244690
	Iteration 11Q: 3 clusters Score -1729818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -1729851.875000 Penalty: 906.244690
	Iteration 12Q: 3 clusters Score -1729852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1729881.625000 Penalty: 906.244690
	Iteration 13Q: 3 clusters Score -1729882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -1729904.125000 Penalty: 906.244690
	Iteration 14Q: 3 clusters Score -1729904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1729928.875000 Penalty: 906.244690
	Iteration 15Q: 3 clusters Score -1729929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1729951.125000 Penalty: 906.244690
	Iteration 16Q: 3 clusters Score -1729951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1729966.375000 Penalty: 906.244690
	Iteration 17Q: 3 clusters Score -1729966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1729976.375000 Penalty: 906.244690
	Iteration 18Q: 3 clusters Score -1729976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1729984.000000 Penalty: 906.244690
	Iteration 19Q: 3 clusters Score -1729984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -1729989.125000 Penalty: 906.244690
	Iteration 20F: 3 clusters Score -1729989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1729998.250000 Penalty: 906.244690
	Iteration 21Q: 3 clusters Score -1729998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -1729998.875000 Penalty: 906.244690
	Iteration 22Q: 3 clusters Score -1729999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1730001.250000 Penalty: 906.244690
	Iteration 23Q: 3 clusters Score -1730001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -1730005.000000 Penalty: 906.244690
	Iteration 24Q: 3 clusters Score -1730005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -1730009.000000 Penalty: 906.244690
	Iteration 25Q: 3 clusters Score -1730009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -1730012.750000 Penalty: 906.244690
	Iteration 26Q: 3 clusters Score -1730013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -1730017.750000 Penalty: 906.244690
	Iteration 27Q: 3 clusters Score -1730018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -1730021.875000 Penalty: 906.244690
	Iteration 28Q: 3 clusters Score -1730022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -1730025.000000 Penalty: 906.244690
	Iteration 29Q: 3 clusters Score -1730025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1730027.250000 Penalty: 906.244690
	Iteration 30Q: 3 clusters Score -1730027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -1730030.000000 Penalty: 906.244690
	Iteration 31Q: 3 clusters Score -1730030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1730030.125000 Penalty: 906.244690
	Iteration 32Q: 3 clusters Score -1730030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1730030.125000 Penalty: 906.244690
	Iteration 33F: 3 clusters Score -1730030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 77 (122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Entering Unmasked Estep 
Score: -6522.198730 Penalty: 218.582947
	Iteration 0F: 2 clusters Score -6522.199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6328.053711 Penalty: 437.165894
	Iteration 0F: 3 clusters Score -6328.054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6396.368652 Penalty: 437.165894
	Iteration 1F: 3 clusters Score -6396.369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6423.956543 Penalty: 437.165894
	Iteration 2Q: 3 clusters Score -6423.957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6450.698730 Penalty: 437.165894
	Iteration 3Q: 3 clusters Score -6450.699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6457.368164 Penalty: 437.165894
	Iteration 4Q: 3 clusters Score -6457.368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6460.076172 Penalty: 437.165894
	Iteration 5Q: 3 clusters Score -6460.076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6460.076172 Penalty: 437.165894
	Iteration 6F: 3 clusters Score -6460.076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 78 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -7222.077148 Penalty: 241.974457
	Iteration 0F: 2 clusters Score -7222.077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6929.097656 Penalty: 483.948914
	Iteration 0F: 3 clusters Score -6929.098 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7001.249512 Penalty: 483.948914
	Iteration 1F: 3 clusters Score -7001.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7024.612305 Penalty: 483.948914
	Iteration 2F: 3 clusters Score -7024.612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7046.827637 Penalty: 483.948914
	Iteration 3Q: 3 clusters Score -7046.828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7060.758789 Penalty: 483.948914
	Iteration 4Q: 3 clusters Score -7060.759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7066.083008 Penalty: 483.948914
	Iteration 5Q: 3 clusters Score -7066.083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7078.362793 Penalty: 483.948914
	Iteration 6Q: 3 clusters Score -7078.363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7097.365234 Penalty: 483.948914
	Iteration 7Q: 3 clusters Score -7097.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7105.258789 Penalty: 483.948914
	Iteration 8Q: 3 clusters Score -7105.259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -7106.662109 Penalty: 483.948914
	Iteration 9Q: 3 clusters Score -7106.662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7108.487793 Penalty: 483.948914
	Iteration 10Q: 3 clusters Score -7108.488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7114.906250 Penalty: 483.948914
	Iteration 11Q: 3 clusters Score -7114.906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7120.470703 Penalty: 483.948914
	Iteration 12Q: 3 clusters Score -7120.471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7122.319336 Penalty: 483.948914
	Iteration 13Q: 3 clusters Score -7122.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7122.319336 Penalty: 483.948914
	Iteration 14F: 3 clusters Score -7122.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 79 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -114270.453125 Penalty: 329.449554
	Iteration 0F: 2 clusters Score -114270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113224.781250 Penalty: 658.899109
	Iteration 0F: 3 clusters Score -113224.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -113525.710938 Penalty: 658.899109
	Iteration 1F: 3 clusters Score -113525.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113585.898438 Penalty: 658.899109
	Iteration 2F: 3 clusters Score -113585.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113628.343750 Penalty: 658.899109
	Iteration 3F: 3 clusters Score -113628.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113670.250000 Penalty: 658.899109
	Iteration 4Q: 3 clusters Score -113670.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113713.304688 Penalty: 658.899109
	Iteration 5Q: 3 clusters Score -113713.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113747.375000 Penalty: 658.899109
	Iteration 6Q: 3 clusters Score -113747.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -113782.406250 Penalty: 658.899109
	Iteration 7Q: 3 clusters Score -113782.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -113814.617188 Penalty: 658.899109
	Iteration 8Q: 3 clusters Score -113814.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -113850.750000 Penalty: 658.899109
	Iteration 9Q: 3 clusters Score -113850.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -113883.515625 Penalty: 658.899109
	Iteration 10Q: 3 clusters Score -113883.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -113910.015625 Penalty: 658.899109
	Iteration 11Q: 3 clusters Score -113910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -113931.007812 Penalty: 658.899109
	Iteration 12Q: 3 clusters Score -113931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -113953.515625 Penalty: 658.899109
	Iteration 13Q: 3 clusters Score -113953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -113961.476562 Penalty: 658.899109
	Iteration 14Q: 3 clusters Score -113961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -113965.328125 Penalty: 658.899109
	Iteration 15Q: 3 clusters Score -113965.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -113968.453125 Penalty: 658.899109
	Iteration 16Q: 3 clusters Score -113968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -113972.750000 Penalty: 658.899109
	Iteration 17Q: 3 clusters Score -113972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -113977.429688 Penalty: 658.899109
	Iteration 18Q: 3 clusters Score -113977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -113980.039062 Penalty: 658.899109
	Iteration 19Q: 3 clusters Score -113980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -113986.093750 Penalty: 658.899109
	Iteration 20F: 3 clusters Score -113986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -113991.093750 Penalty: 658.899109
	Iteration 21Q: 3 clusters Score -113991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -113993.078125 Penalty: 658.899109
	Iteration 22Q: 3 clusters Score -113993.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -113993.726562 Penalty: 658.899109
	Iteration 23Q: 3 clusters Score -113993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -113994.812500 Penalty: 658.899109
	Iteration 24Q: 3 clusters Score -113994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -113995.578125 Penalty: 658.899109
	Iteration 25Q: 3 clusters Score -113995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -113996.835938 Penalty: 658.899109
	Iteration 26Q: 3 clusters Score -113996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -113996.835938 Penalty: 658.899109
	Iteration 27F: 3 clusters Score -113996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 80 (20399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Entering Unmasked Estep 
Score: -1653988.750000 Penalty: 451.507507
	Iteration 0F: 2 clusters Score -1653989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1640487.750000 Penalty: 903.015015
	Iteration 0F: 3 clusters Score -1640488 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1646159.875000 Penalty: 903.015015
	Iteration 1F: 3 clusters Score -1646160 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1646359.000000 Penalty: 903.015015
	Iteration 2Q: 3 clusters Score -1646359 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1646543.375000 Penalty: 903.015015
	Iteration 3Q: 3 clusters Score -1646543 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1646732.750000 Penalty: 903.015015
	Iteration 4Q: 3 clusters Score -1646733 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1646961.250000 Penalty: 903.015015
	Iteration 5Q: 3 clusters Score -1646961 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1647309.125000 Penalty: 903.015015
	Iteration 6Q: 3 clusters Score -1647309 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1647875.875000 Penalty: 903.015015
	Iteration 7Q: 3 clusters Score -1647876 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1648801.750000 Penalty: 903.015015
	Iteration 8F: 3 clusters Score -1648802 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1650078.250000 Penalty: 903.015015
	Iteration 9F: 3 clusters Score -1650078 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1651502.250000 Penalty: 903.015015
	Iteration 10F: 3 clusters Score -1651502 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1652611.250000 Penalty: 903.015015
	Iteration 11F: 3 clusters Score -1652611 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -1653214.500000 Penalty: 903.015015
	Iteration 12Q: 3 clusters Score -1653214 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1653458.500000 Penalty: 903.015015
	Iteration 13Q: 3 clusters Score -1653458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -1653545.125000 Penalty: 903.015015
	Iteration 14Q: 3 clusters Score -1653545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -1653567.250000 Penalty: 903.015015
	Iteration 15Q: 3 clusters Score -1653567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1653587.125000 Penalty: 903.015015
	Iteration 16Q: 3 clusters Score -1653587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -1653589.375000 Penalty: 903.015015
	Iteration 17Q: 3 clusters Score -1653589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1653593.375000 Penalty: 903.015015
	Iteration 18Q: 3 clusters Score -1653593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1653600.375000 Penalty: 903.015015
	Iteration 19Q: 3 clusters Score -1653600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1653600.375000 Penalty: 903.015015
	Iteration 20F: 3 clusters Score -1653600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 81 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -278198.125000 Penalty: 369.242615
	Iteration 0F: 2 clusters Score -278198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -275943.500000 Penalty: 738.485229
	Iteration 0F: 3 clusters Score -275943.5 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -276740.750000 Penalty: 738.485229
	Iteration 1F: 3 clusters Score -276740.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -276863.312500 Penalty: 738.485229
	Iteration 2F: 3 clusters Score -276863.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -276992.281250 Penalty: 738.485229
	Iteration 3F: 3 clusters Score -276992.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -277085.468750 Penalty: 738.485229
	Iteration 4F: 3 clusters Score -277085.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -277242.250000 Penalty: 738.485229
	Iteration 5F: 3 clusters Score -277242.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -277417.312500 Penalty: 738.485229
	Iteration 6Q: 3 clusters Score -277417.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -277540.406250 Penalty: 738.485229
	Iteration 7Q: 3 clusters Score -277540.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -277654.750000 Penalty: 738.485229
	Iteration 8Q: 3 clusters Score -277654.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -277731.062500 Penalty: 738.485229
	Iteration 9Q: 3 clusters Score -277731.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -277790.843750 Penalty: 738.485229
	Iteration 10Q: 3 clusters Score -277790.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -277807.875000 Penalty: 738.485229
	Iteration 11Q: 3 clusters Score -277807.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -277815.187500 Penalty: 738.485229
	Iteration 12Q: 3 clusters Score -277815.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -277817.656250 Penalty: 738.485229
	Iteration 13Q: 3 clusters Score -277817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -277845.656250 Penalty: 738.485229
	Iteration 14Q: 3 clusters Score -277845.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -277855.062500 Penalty: 738.485229
	Iteration 15Q: 3 clusters Score -277855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -277867.062500 Penalty: 738.485229
	Iteration 16Q: 3 clusters Score -277867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -277864.781250 Penalty: 738.485229
	Iteration 17Q: 3 clusters Score -277864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -277874.406250 Penalty: 738.485229
	Iteration 18Q: 3 clusters Score -277874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -277883.343750 Penalty: 738.485229
	Iteration 19Q: 3 clusters Score -277883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -277884.125000 Penalty: 738.485229
	Iteration 20F: 3 clusters Score -277884.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -277882.250000 Penalty: 738.485229
	Iteration 21Q: 3 clusters Score -277882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -277891.687500 Penalty: 738.485229
	Iteration 22Q: 3 clusters Score -277891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -277890.406250 Penalty: 738.485229
	Iteration 23Q: 3 clusters Score -277890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -277885.375000 Penalty: 738.485229
	Iteration 24Q: 3 clusters Score -277885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -277887.562500 Penalty: 738.485229
	Iteration 25Q: 3 clusters Score -277887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -277887.937500 Penalty: 738.485229
	Iteration 26Q: 3 clusters Score -277887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -277887.937500 Penalty: 738.485229
	Iteration 27F: 3 clusters Score -277887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 82 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -165078.437500 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -165078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -163640.578125 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -163640.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -164123.765625 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -164123.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164222.546875 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -164222.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164328.687500 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -164328.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164426.531250 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -164426.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -164501.171875 Penalty: 691.088684
	Iteration 5Q: 3 clusters Score -164501.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -164545.921875 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -164545.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164589.265625 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -164589.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -164619.812500 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -164619.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164638.515625 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -164638.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164655.500000 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -164655.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -164663.953125 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -164664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -164668.390625 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -164668.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -164674.234375 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -164674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -164679.921875 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -164679.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -164683.890625 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -164683.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -164685.234375 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -164685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -164686.828125 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -164686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164688.250000 Penalty: 691.088684
	Iteration 18Q: 3 clusters Score -164688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164689.703125 Penalty: 691.088684
	Iteration 19Q: 3 clusters Score -164689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164691.968750 Penalty: 691.088684
	Iteration 20F: 3 clusters Score -164692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -164693.859375 Penalty: 691.088684
	Iteration 21Q: 3 clusters Score -164693.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -164697.437500 Penalty: 691.088684
	Iteration 22Q: 3 clusters Score -164697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -164699.343750 Penalty: 691.088684
	Iteration 23Q: 3 clusters Score -164699.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -164702.140625 Penalty: 691.088684
	Iteration 24Q: 3 clusters Score -164702.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -164704.828125 Penalty: 691.088684
	Iteration 25Q: 3 clusters Score -164704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -164705.968750 Penalty: 691.088684
	Iteration 26Q: 3 clusters Score -164706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -164708.640625 Penalty: 691.088684
	Iteration 27Q: 3 clusters Score -164708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -164709.953125 Penalty: 691.088684
	Iteration 28Q: 3 clusters Score -164710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -164713.281250 Penalty: 691.088684
	Iteration 29Q: 3 clusters Score -164713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -164714.515625 Penalty: 691.088684
	Iteration 30Q: 3 clusters Score -164714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -164716.812500 Penalty: 691.088684
	Iteration 31Q: 3 clusters Score -164716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -164717.343750 Penalty: 691.088684
	Iteration 32Q: 3 clusters Score -164717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -164718.640625 Penalty: 691.088684
	Iteration 33Q: 3 clusters Score -164718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164718.640625 Penalty: 691.088684
	Iteration 34Q: 3 clusters Score -164718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -164718.593750 Penalty: 691.088684
	Iteration 35Q: 3 clusters Score -164718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -164718.437500 Penalty: 691.088684
	Iteration 36Q: 3 clusters Score -164718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -164720.031250 Penalty: 691.088684
	Iteration 37Q: 3 clusters Score -164720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -164721.359375 Penalty: 691.088684
	Iteration 38Q: 3 clusters Score -164721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -164721.718750 Penalty: 691.088684
	Iteration 39Q: 3 clusters Score -164721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -164723.750000 Penalty: 691.088684
	Iteration 40F: 3 clusters Score -164723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164723.156250 Penalty: 691.088684
	Iteration 41Q: 3 clusters Score -164723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -164724.187500 Penalty: 691.088684
	Iteration 42Q: 3 clusters Score -164724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -164726.906250 Penalty: 691.088684
	Iteration 43Q: 3 clusters Score -164726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -164726.656250 Penalty: 691.088684
	Iteration 44Q: 3 clusters Score -164726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -164725.687500 Penalty: 691.088684
	Iteration 45Q: 3 clusters Score -164725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -164726.296875 Penalty: 691.088684
	Iteration 46Q: 3 clusters Score -164726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -164726.812500 Penalty: 691.088684
	Iteration 47Q: 3 clusters Score -164726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -164725.875000 Penalty: 691.088684
	Iteration 48Q: 3 clusters Score -164725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -164725.453125 Penalty: 691.088684
	Iteration 49Q: 3 clusters Score -164725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -164727.015625 Penalty: 691.088684
	Iteration 50Q: 3 clusters Score -164727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -164728.375000 Penalty: 691.088684
	Iteration 51Q: 3 clusters Score -164728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -164727.546875 Penalty: 691.088684
	Iteration 52Q: 3 clusters Score -164727.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -164727.546875 Penalty: 691.088684
	Iteration 53F: 3 clusters Score -164727.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 83 (20439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Entering Unmasked Estep 
Score: -1649349.750000 Penalty: 451.596619
	Iteration 0F: 2 clusters Score -1649350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1635866.625000 Penalty: 903.193237
	Iteration 0F: 3 clusters Score -1635867 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1641511.000000 Penalty: 903.193237
	Iteration 1F: 3 clusters Score -1641511 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1641821.625000 Penalty: 903.193237
	Iteration 2Q: 3 clusters Score -1641822 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1642165.500000 Penalty: 903.193237
	Iteration 3Q: 3 clusters Score -1642166 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1642661.375000 Penalty: 903.193237
	Iteration 4Q: 3 clusters Score -1642661 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1643428.250000 Penalty: 903.193237
	Iteration 5F: 3 clusters Score -1643428 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1644420.500000 Penalty: 903.193237
	Iteration 6F: 3 clusters Score -1644420 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1645032.375000 Penalty: 903.193237
	Iteration 7F: 3 clusters Score -1645032 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1645257.000000 Penalty: 903.193237
	Iteration 8Q: 3 clusters Score -1645257 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1645366.125000 Penalty: 903.193237
	Iteration 9Q: 3 clusters Score -1645366 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1645463.250000 Penalty: 903.193237
	Iteration 10Q: 3 clusters Score -1645463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1645568.375000 Penalty: 903.193237
	Iteration 11Q: 3 clusters Score -1645568 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1645687.750000 Penalty: 903.193237
	Iteration 12Q: 3 clusters Score -1645688 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1645814.500000 Penalty: 903.193237
	Iteration 13Q: 3 clusters Score -1645814 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1645995.250000 Penalty: 903.193237
	Iteration 14Q: 3 clusters Score -1645995 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1646247.000000 Penalty: 903.193237
	Iteration 15Q: 3 clusters Score -1646247 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1646535.625000 Penalty: 903.193237
	Iteration 16Q: 3 clusters Score -1646536 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1646872.500000 Penalty: 903.193237
	Iteration 17Q: 3 clusters Score -1646872 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1647267.375000 Penalty: 903.193237
	Iteration 18Q: 3 clusters Score -1647267 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1647618.750000 Penalty: 903.193237
	Iteration 19Q: 3 clusters Score -1647619 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1647925.000000 Penalty: 903.193237
	Iteration 20F: 3 clusters Score -1647925 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1648185.500000 Penalty: 903.193237
	Iteration 21Q: 3 clusters Score -1648186 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1648354.875000 Penalty: 903.193237
	Iteration 22Q: 3 clusters Score -1648355 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1648452.750000 Penalty: 903.193237
	Iteration 23Q: 3 clusters Score -1648453 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1648524.000000 Penalty: 903.193237
	Iteration 24Q: 3 clusters Score -1648524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1648553.625000 Penalty: 903.193237
	Iteration 25Q: 3 clusters Score -1648554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1648582.625000 Penalty: 903.193237
	Iteration 26Q: 3 clusters Score -1648583 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1648596.875000 Penalty: 903.193237
	Iteration 27Q: 3 clusters Score -1648597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1648617.250000 Penalty: 903.193237
	Iteration 28Q: 3 clusters Score -1648617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1648629.000000 Penalty: 903.193237
	Iteration 29Q: 3 clusters Score -1648629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1648632.125000 Penalty: 903.193237
	Iteration 30Q: 3 clusters Score -1648632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1648635.250000 Penalty: 903.193237
	Iteration 31Q: 3 clusters Score -1648635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1648639.125000 Penalty: 903.193237
	Iteration 32Q: 3 clusters Score -1648639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1648639.625000 Penalty: 903.193237
	Iteration 33Q: 3 clusters Score -1648640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1648642.375000 Penalty: 903.193237
	Iteration 34Q: 3 clusters Score -1648642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1648641.625000 Penalty: 903.193237
	Iteration 35Q: 3 clusters Score -1648642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1648639.875000 Penalty: 903.193237
	Iteration 36Q: 3 clusters Score -1648640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1648641.500000 Penalty: 903.193237
	Iteration 37Q: 3 clusters Score -1648642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1648644.125000 Penalty: 903.193237
	Iteration 38Q: 3 clusters Score -1648644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1648649.750000 Penalty: 903.193237
	Iteration 39Q: 3 clusters Score -1648650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1648650.125000 Penalty: 903.193237
	Iteration 40F: 3 clusters Score -1648650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1648646.875000 Penalty: 903.193237
	Iteration 41Q: 3 clusters Score -1648647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1648647.000000 Penalty: 903.193237
	Iteration 42Q: 3 clusters Score -1648647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1648647.375000 Penalty: 903.193237
	Iteration 43Q: 3 clusters Score -1648647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1648647.750000 Penalty: 903.193237
	Iteration 44Q: 3 clusters Score -1648648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1648649.250000 Penalty: 903.193237
	Iteration 45Q: 3 clusters Score -1648649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1648650.375000 Penalty: 903.193237
	Iteration 46Q: 3 clusters Score -1648650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1648652.250000 Penalty: 903.193237
	Iteration 47Q: 3 clusters Score -1648652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1648654.750000 Penalty: 903.193237
	Iteration 48Q: 3 clusters Score -1648655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1648653.000000 Penalty: 903.193237
	Iteration 49Q: 3 clusters Score -1648653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1648654.500000 Penalty: 903.193237
	Iteration 50Q: 3 clusters Score -1648654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1648652.750000 Penalty: 903.193237
	Iteration 51Q: 3 clusters Score -1648653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1648653.250000 Penalty: 903.193237
	Iteration 52Q: 3 clusters Score -1648653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1648653.250000 Penalty: 903.193237
	Iteration 53F: 3 clusters Score -1648653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 84 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -289495.218750 Penalty: 370.938110
	Iteration 0F: 2 clusters Score -289495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -287142.375000 Penalty: 741.876221
	Iteration 0F: 3 clusters Score -287142.4 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -287951.281250 Penalty: 741.876221
	Iteration 1F: 3 clusters Score -287951.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -288012.750000 Penalty: 741.876221
	Iteration 2F: 3 clusters Score -288012.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288056.281250 Penalty: 741.876221
	Iteration 3Q: 3 clusters Score -288056.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -288080.593750 Penalty: 741.876221
	Iteration 4Q: 3 clusters Score -288080.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -288097.687500 Penalty: 741.876221
	Iteration 5Q: 3 clusters Score -288097.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -288118.687500 Penalty: 741.876221
	Iteration 6Q: 3 clusters Score -288118.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -288137.093750 Penalty: 741.876221
	Iteration 7Q: 3 clusters Score -288137.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -288156.468750 Penalty: 741.876221
	Iteration 8Q: 3 clusters Score -288156.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -288194.656250 Penalty: 741.876221
	Iteration 9Q: 3 clusters Score -288194.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -288242.875000 Penalty: 741.876221
	Iteration 10Q: 3 clusters Score -288242.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -288311.718750 Penalty: 741.876221
	Iteration 11Q: 3 clusters Score -288311.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -288404.281250 Penalty: 741.876221
	Iteration 12Q: 3 clusters Score -288404.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -288506.500000 Penalty: 741.876221
	Iteration 13F: 3 clusters Score -288506.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -288602.468750 Penalty: 741.876221
	Iteration 14F: 3 clusters Score -288602.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -288709.312500 Penalty: 741.876221
	Iteration 15Q: 3 clusters Score -288709.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -288811.656250 Penalty: 741.876221
	Iteration 16Q: 3 clusters Score -288811.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -288888.125000 Penalty: 741.876221
	Iteration 17Q: 3 clusters Score -288888.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -288994.593750 Penalty: 741.876221
	Iteration 18Q: 3 clusters Score -288994.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -289062.656250 Penalty: 741.876221
	Iteration 19Q: 3 clusters Score -289062.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -289090.968750 Penalty: 741.876221
	Iteration 20F: 3 clusters Score -289091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -289108.625000 Penalty: 741.876221
	Iteration 21Q: 3 clusters Score -289108.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -289119.750000 Penalty: 741.876221
	Iteration 22Q: 3 clusters Score -289119.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -289130.593750 Penalty: 741.876221
	Iteration 23Q: 3 clusters Score -289130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -289129.468750 Penalty: 741.876221
	Iteration 24Q: 3 clusters Score -289129.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -289136.187500 Penalty: 741.876221
	Iteration 25Q: 3 clusters Score -289136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -289137.250000 Penalty: 741.876221
	Iteration 26Q: 3 clusters Score -289137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -289138.218750 Penalty: 741.876221
	Iteration 27Q: 3 clusters Score -289138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -289138.218750 Penalty: 741.876221
	Iteration 28F: 3 clusters Score -289138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4505 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13190 members 
Mstep: Class 26 contains 2847 members 
Mstep: Class 27 contains 1608 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22994 members 
Mstep: Class 30 contains 7046 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33791 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15614 members 
Mstep: Class 36 contains 21601 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4397 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23280 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1102 members 
Mstep: Class 52 contains 14946 members 
Mstep: Class 53 contains 4023 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21079 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22592 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5465 members 
Mstep: Class 61 contains 19127 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1254 members 
Mstep: Class 64 contains 35835 members 
Mstep: Class 65 contains 10623 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1469 members 
Mstep: Class 71 contains 25797 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13759 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37375 members 
Mstep: Class 76 contains 21136 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1395 members 
Mstep: Class 80 contains 20399 members 
Mstep: Class 81 contains 3345 members 
Mstep: Class 82 contains 1987 members 
Mstep: Class 83 contains 20439 members 
Mstep: Class 84 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174452.000000 Penalty: 50562.660156
Iteration 479Q: 85 clusters Score -4.217445e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9551 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13185 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 1609 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22985 members 
Mstep: Class 30 contains 7045 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33799 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15591 members 
Mstep: Class 36 contains 21591 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2489 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23311 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14955 members 
Mstep: Class 53 contains 4030 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21090 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22648 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5463 members 
Mstep: Class 61 contains 19110 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1252 members 
Mstep: Class 64 contains 35830 members 
Mstep: Class 65 contains 10627 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1444 members 
Mstep: Class 71 contains 25797 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13786 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37313 members 
Mstep: Class 76 contains 21190 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1363 members 
Mstep: Class 80 contains 20391 members 
Mstep: Class 81 contains 3279 members 
Mstep: Class 82 contains 1980 members 
Mstep: Class 83 contains 20382 members 
Mstep: Class 84 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174552.000000 Penalty: 50562.660156
Iteration 480F: 85 clusters Score -4.217455e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 24917 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16317 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 9574 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13540 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13180 members 
Mstep: Class 26 contains 2843 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22975 members 
Mstep: Class 30 contains 7043 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33817 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15570 members 
Mstep: Class 36 contains 21585 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2548 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23331 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14967 members 
Mstep: Class 53 contains 4034 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21099 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22691 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5462 members 
Mstep: Class 61 contains 19097 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1249 members 
Mstep: Class 64 contains 35827 members 
Mstep: Class 65 contains 10644 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1420 members 
Mstep: Class 71 contains 25782 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13807 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37264 members 
Mstep: Class 76 contains 21237 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1338 members 
Mstep: Class 80 contains 20402 members 
Mstep: Class 81 contains 3169 members 
Mstep: Class 82 contains 1971 members 
Mstep: Class 83 contains 20326 members 
Mstep: Class 84 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174672.000000 Penalty: 50562.660156
Iteration 481Q: 85 clusters Score -4.217467e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4564 members 
Mstep: Class 3 contains 24964 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16278 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3184 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 9595 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13526 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13173 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22973 members 
Mstep: Class 30 contains 7039 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33840 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15545 members 
Mstep: Class 36 contains 21571 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2570 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23328 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14977 members 
Mstep: Class 53 contains 4037 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21102 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22729 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5462 members 
Mstep: Class 61 contains 19079 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1247 members 
Mstep: Class 64 contains 35822 members 
Mstep: Class 65 contains 10648 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1410 members 
Mstep: Class 71 contains 25767 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13829 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37217 members 
Mstep: Class 76 contains 21282 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1306 members 
Mstep: Class 80 contains 20420 members 
Mstep: Class 81 contains 3074 members 
Mstep: Class 82 contains 1968 members 
Mstep: Class 83 contains 20286 members 
Mstep: Class 84 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174640.000000 Penalty: 50562.660156
Iteration 482Q: 85 clusters Score -4.217464e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 25022 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16233 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13504 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1612 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13166 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22981 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33861 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15517 members 
Mstep: Class 36 contains 21536 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2588 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23326 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14981 members 
Mstep: Class 53 contains 4036 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21095 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22772 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5463 members 
Mstep: Class 61 contains 19061 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1242 members 
Mstep: Class 64 contains 35821 members 
Mstep: Class 65 contains 10650 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1394 members 
Mstep: Class 71 contains 25745 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13852 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37205 members 
Mstep: Class 76 contains 21336 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1284 members 
Mstep: Class 80 contains 20406 members 
Mstep: Class 81 contains 2988 members 
Mstep: Class 82 contains 1969 members 
Mstep: Class 83 contains 20243 members 
Mstep: Class 84 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174496.000000 Penalty: 50562.660156
Iteration 483Q: 85 clusters Score -4.21745e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 25052 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1176 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16194 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9638 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13491 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13162 members 
Mstep: Class 26 contains 2840 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22984 members 
Mstep: Class 30 contains 7033 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33870 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15476 members 
Mstep: Class 36 contains 21511 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2618 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23325 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1103 members 
Mstep: Class 52 contains 14986 members 
Mstep: Class 53 contains 4036 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21092 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22826 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5461 members 
Mstep: Class 61 contains 19054 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1233 members 
Mstep: Class 64 contains 35830 members 
Mstep: Class 65 contains 10653 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1382 members 
Mstep: Class 71 contains 25732 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13874 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37200 members 
Mstep: Class 76 contains 21368 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1272 members 
Mstep: Class 80 contains 20394 members 
Mstep: Class 81 contains 2894 members 
Mstep: Class 82 contains 1971 members 
Mstep: Class 83 contains 20203 members 
Mstep: Class 84 contains 3946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174656.000000 Penalty: 50562.660156
Iteration 484Q: 85 clusters Score -4.217466e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 25074 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13481 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1639 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13161 members 
Mstep: Class 26 contains 2840 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22984 members 
Mstep: Class 30 contains 7033 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33876 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15440 members 
Mstep: Class 36 contains 21494 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2630 members 
Mstep: Class 45 contains 1840 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23309 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 14993 members 
Mstep: Class 53 contains 4037 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21115 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22882 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5454 members 
Mstep: Class 61 contains 19042 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1230 members 
Mstep: Class 64 contains 35823 members 
Mstep: Class 65 contains 10657 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1370 members 
Mstep: Class 71 contains 25704 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13900 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37209 members 
Mstep: Class 76 contains 21388 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1268 members 
Mstep: Class 80 contains 20385 members 
Mstep: Class 81 contains 2812 members 
Mstep: Class 82 contains 1973 members 
Mstep: Class 83 contains 20178 members 
Mstep: Class 84 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174580.000000 Penalty: 50562.660156
Iteration 485Q: 85 clusters Score -4.217458e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 25101 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9674 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13473 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13159 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22988 members 
Mstep: Class 30 contains 7035 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33889 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15402 members 
Mstep: Class 36 contains 21467 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1304 members 
Mstep: Class 41 contains 4396 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2658 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23312 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 15003 members 
Mstep: Class 53 contains 4038 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21147 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22939 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5443 members 
Mstep: Class 61 contains 19040 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1225 members 
Mstep: Class 64 contains 35819 members 
Mstep: Class 65 contains 10670 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1353 members 
Mstep: Class 71 contains 25670 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13925 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37234 members 
Mstep: Class 76 contains 21409 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1262 members 
Mstep: Class 80 contains 20379 members 
Mstep: Class 81 contains 2708 members 
Mstep: Class 82 contains 1972 members 
Mstep: Class 83 contains 20133 members 
Mstep: Class 84 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174536.000000 Penalty: 50562.660156
Iteration 486Q: 85 clusters Score -4.217454e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 25106 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16090 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13457 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13159 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22986 members 
Mstep: Class 30 contains 7032 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33905 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15365 members 
Mstep: Class 36 contains 21468 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1303 members 
Mstep: Class 41 contains 4393 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2677 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23305 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1104 members 
Mstep: Class 52 contains 15018 members 
Mstep: Class 53 contains 4039 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21163 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 22994 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5431 members 
Mstep: Class 61 contains 19035 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1223 members 
Mstep: Class 64 contains 35817 members 
Mstep: Class 65 contains 10686 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1323 members 
Mstep: Class 71 contains 25650 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 13965 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37258 members 
Mstep: Class 76 contains 21430 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1253 members 
Mstep: Class 80 contains 20377 members 
Mstep: Class 81 contains 2617 members 
Mstep: Class 82 contains 1972 members 
Mstep: Class 83 contains 20107 members 
Mstep: Class 84 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174552.000000 Penalty: 50562.660156
Iteration 487Q: 85 clusters Score -4.217455e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 25093 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16040 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9689 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 2977 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13155 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1614 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22990 members 
Mstep: Class 30 contains 7031 members 
Mstep: Class 31 contains 899 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33934 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15334 members 
Mstep: Class 36 contains 21458 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2724 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 23298 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15035 members 
Mstep: Class 53 contains 4039 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21196 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23042 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5415 members 
Mstep: Class 61 contains 19021 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1221 members 
Mstep: Class 64 contains 35817 members 
Mstep: Class 65 contains 10703 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1274 members 
Mstep: Class 71 contains 25633 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14008 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37315 members 
Mstep: Class 76 contains 21463 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1243 members 
Mstep: Class 80 contains 20376 members 
Mstep: Class 81 contains 2514 members 
Mstep: Class 82 contains 1971 members 
Mstep: Class 83 contains 20077 members 
Mstep: Class 84 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174512.000000 Penalty: 50562.660156
Iteration 488Q: 85 clusters Score -4.217451e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 25098 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 9692 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13417 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13152 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1613 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22986 members 
Mstep: Class 30 contains 7038 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33948 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15307 members 
Mstep: Class 36 contains 21443 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4391 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2759 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23281 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15042 members 
Mstep: Class 53 contains 4039 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21241 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23102 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5403 members 
Mstep: Class 61 contains 19016 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1219 members 
Mstep: Class 64 contains 35814 members 
Mstep: Class 65 contains 10711 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1247 members 
Mstep: Class 71 contains 25617 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14040 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37366 members 
Mstep: Class 76 contains 21489 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1228 members 
Mstep: Class 80 contains 20382 members 
Mstep: Class 81 contains 2431 members 
Mstep: Class 82 contains 1969 members 
Mstep: Class 83 contains 20060 members 
Mstep: Class 84 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174272.000000 Penalty: 50562.660156
Iteration 489Q: 85 clusters Score -4.217427e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4654 members 
Mstep: Class 3 contains 25106 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15955 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9696 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1713 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13149 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22995 members 
Mstep: Class 30 contains 7044 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33955 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15280 members 
Mstep: Class 36 contains 21446 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1302 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2799 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23256 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15053 members 
Mstep: Class 53 contains 4041 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21280 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23155 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5391 members 
Mstep: Class 61 contains 19003 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1218 members 
Mstep: Class 64 contains 35805 members 
Mstep: Class 65 contains 10713 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1605 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1203 members 
Mstep: Class 71 contains 25575 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14063 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37403 members 
Mstep: Class 76 contains 21528 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1215 members 
Mstep: Class 80 contains 20383 members 
Mstep: Class 81 contains 2349 members 
Mstep: Class 82 contains 1964 members 
Mstep: Class 83 contains 20056 members 
Mstep: Class 84 contains 4185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174272.000000 Penalty: 50562.660156
Iteration 490Q: 85 clusters Score -4.217427e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4661 members 
Mstep: Class 3 contains 25102 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 3379 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13377 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23006 members 
Mstep: Class 30 contains 7053 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33942 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15257 members 
Mstep: Class 36 contains 21441 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2837 members 
Mstep: Class 45 contains 1844 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23248 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15060 members 
Mstep: Class 53 contains 4042 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21307 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23228 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5375 members 
Mstep: Class 61 contains 18993 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1217 members 
Mstep: Class 64 contains 35801 members 
Mstep: Class 65 contains 10724 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1178 members 
Mstep: Class 71 contains 25551 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14078 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37468 members 
Mstep: Class 76 contains 21553 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1208 members 
Mstep: Class 80 contains 20381 members 
Mstep: Class 81 contains 2268 members 
Mstep: Class 82 contains 1959 members 
Mstep: Class 83 contains 20041 members 
Mstep: Class 84 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174228.000000 Penalty: 50562.660156
Iteration 491Q: 85 clusters Score -4.217423e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 25090 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15850 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 6196 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13357 members 
Mstep: Class 19 contains 2973 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1740 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13150 members 
Mstep: Class 26 contains 2837 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23019 members 
Mstep: Class 30 contains 7073 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33932 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15238 members 
Mstep: Class 36 contains 21420 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2914 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23244 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15061 members 
Mstep: Class 53 contains 4043 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21349 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23308 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5360 members 
Mstep: Class 61 contains 18987 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1217 members 
Mstep: Class 64 contains 35797 members 
Mstep: Class 65 contains 10741 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1162 members 
Mstep: Class 71 contains 25540 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14091 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37518 members 
Mstep: Class 76 contains 21589 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1194 members 
Mstep: Class 80 contains 20382 members 
Mstep: Class 81 contains 2193 members 
Mstep: Class 82 contains 1954 members 
Mstep: Class 83 contains 20028 members 
Mstep: Class 84 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174272.000000 Penalty: 50562.660156
Iteration 492Q: 85 clusters Score -4.217427e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 25084 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15783 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6458 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9712 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13337 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23029 members 
Mstep: Class 30 contains 7088 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33923 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15223 members 
Mstep: Class 36 contains 21407 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 2969 members 
Mstep: Class 45 contains 1843 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23238 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15068 members 
Mstep: Class 53 contains 4044 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21372 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23392 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5342 members 
Mstep: Class 61 contains 18972 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1214 members 
Mstep: Class 64 contains 35802 members 
Mstep: Class 65 contains 10749 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1606 members 
Mstep: Class 68 contains 1478 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1175 members 
Mstep: Class 71 contains 25532 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14106 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37560 members 
Mstep: Class 76 contains 21629 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1184 members 
Mstep: Class 80 contains 20391 members 
Mstep: Class 81 contains 2138 members 
Mstep: Class 82 contains 1946 members 
Mstep: Class 83 contains 20021 members 
Mstep: Class 84 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174312.000000 Penalty: 50562.660156
Iteration 493Q: 85 clusters Score -4.217431e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 25077 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15720 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6461 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9716 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13322 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1745 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13143 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1612 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23029 members 
Mstep: Class 30 contains 7099 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33914 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15197 members 
Mstep: Class 36 contains 21399 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 4388 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3023 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23245 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1105 members 
Mstep: Class 52 contains 15073 members 
Mstep: Class 53 contains 4047 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21397 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23449 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5329 members 
Mstep: Class 61 contains 18957 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1215 members 
Mstep: Class 64 contains 35803 members 
Mstep: Class 65 contains 10759 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1479 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1173 members 
Mstep: Class 71 contains 25521 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14125 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37587 members 
Mstep: Class 76 contains 21657 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1175 members 
Mstep: Class 80 contains 20408 members 
Mstep: Class 81 contains 2087 members 
Mstep: Class 82 contains 1940 members 
Mstep: Class 83 contains 20033 members 
Mstep: Class 84 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174220.000000 Penalty: 50562.660156
Iteration 494Q: 85 clusters Score -4.217422e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 25059 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15658 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6461 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13300 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13138 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23021 members 
Mstep: Class 30 contains 7107 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33925 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15181 members 
Mstep: Class 36 contains 21396 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4387 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3097 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23234 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15073 members 
Mstep: Class 53 contains 4046 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21433 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23509 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5322 members 
Mstep: Class 61 contains 18940 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1216 members 
Mstep: Class 64 contains 35808 members 
Mstep: Class 65 contains 10768 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1167 members 
Mstep: Class 71 contains 25503 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14144 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37604 members 
Mstep: Class 76 contains 21695 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1166 members 
Mstep: Class 80 contains 20417 members 
Mstep: Class 81 contains 2031 members 
Mstep: Class 82 contains 1935 members 
Mstep: Class 83 contains 20038 members 
Mstep: Class 84 contains 3955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174148.000000 Penalty: 50562.660156
Iteration 495Q: 85 clusters Score -4.217415e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 25061 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15604 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9711 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13266 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13133 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23017 members 
Mstep: Class 30 contains 7116 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33944 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15169 members 
Mstep: Class 36 contains 21377 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3156 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23228 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15075 members 
Mstep: Class 53 contains 4046 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21482 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23557 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5315 members 
Mstep: Class 61 contains 18933 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1214 members 
Mstep: Class 64 contains 35819 members 
Mstep: Class 65 contains 10773 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1607 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1161 members 
Mstep: Class 71 contains 25463 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14166 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37653 members 
Mstep: Class 76 contains 21709 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1155 members 
Mstep: Class 80 contains 20421 members 
Mstep: Class 81 contains 1980 members 
Mstep: Class 82 contains 1925 members 
Mstep: Class 83 contains 20049 members 
Mstep: Class 84 contains 3897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174164.000000 Penalty: 50562.660156
Iteration 496Q: 85 clusters Score -4.217416e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 25063 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13250 members 
Mstep: Class 19 contains 2974 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13133 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 23010 members 
Mstep: Class 30 contains 7126 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33968 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15161 members 
Mstep: Class 36 contains 21388 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3241 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23221 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15079 members 
Mstep: Class 53 contains 4046 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21502 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23582 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5303 members 
Mstep: Class 61 contains 18920 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1215 members 
Mstep: Class 64 contains 35817 members 
Mstep: Class 65 contains 10774 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1608 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1166 members 
Mstep: Class 71 contains 25435 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14183 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37720 members 
Mstep: Class 76 contains 21730 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1147 members 
Mstep: Class 80 contains 20434 members 
Mstep: Class 81 contains 1912 members 
Mstep: Class 82 contains 1913 members 
Mstep: Class 83 contains 20069 members 
Mstep: Class 84 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173916.000000 Penalty: 50562.660156
Iteration 497Q: 85 clusters Score -4.217392e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 25057 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15485 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13226 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13131 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22995 members 
Mstep: Class 30 contains 7131 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 33988 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15154 members 
Mstep: Class 36 contains 21404 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4389 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3315 members 
Mstep: Class 45 contains 1842 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23200 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15082 members 
Mstep: Class 53 contains 4046 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21535 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23626 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5299 members 
Mstep: Class 61 contains 18920 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1215 members 
Mstep: Class 64 contains 35821 members 
Mstep: Class 65 contains 10777 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1610 members 
Mstep: Class 68 contains 1480 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1167 members 
Mstep: Class 71 contains 25400 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14197 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37769 members 
Mstep: Class 76 contains 21750 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1139 members 
Mstep: Class 80 contains 20441 members 
Mstep: Class 81 contains 1829 members 
Mstep: Class 82 contains 1904 members 
Mstep: Class 83 contains 20095 members 
Mstep: Class 84 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173808.000000 Penalty: 50562.660156
Iteration 498Q: 85 clusters Score -4.217381e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4738 members 
Mstep: Class 3 contains 25044 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15436 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6453 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9697 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13198 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1771 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13124 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 1610 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22989 members 
Mstep: Class 30 contains 7138 members 
Mstep: Class 31 contains 900 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34006 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15149 members 
Mstep: Class 36 contains 21421 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1299 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3364 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23190 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15085 members 
Mstep: Class 53 contains 4046 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21553 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23675 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5293 members 
Mstep: Class 61 contains 18917 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1216 members 
Mstep: Class 64 contains 35823 members 
Mstep: Class 65 contains 10782 members 
Mstep: Class 66 contains 760 members 
Mstep: Class 67 contains 1611 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1165 members 
Mstep: Class 71 contains 25381 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14211 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37858 members 
Mstep: Class 76 contains 21761 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1126 members 
Mstep: Class 80 contains 20445 members 
Mstep: Class 81 contains 1717 members 
Mstep: Class 82 contains 1896 members 
Mstep: Class 83 contains 20112 members 
Mstep: Class 84 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173640.000000 Penalty: 50562.660156
Iteration 499Q: 85 clusters Score -4.217364e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 25054 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 448 members 
Mstep: Class 8 contains 15387 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 3188 members 
Mstep: Class 14 contains 6195 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 342 members 
Mstep: Class 18 contains 13166 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 221 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 1772 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 13113 members 
Mstep: Class 26 contains 2834 members 
Mstep: Class 27 contains 1611 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 22987 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 901 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 34036 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 15145 members 
Mstep: Class 36 contains 21420 members 
Mstep: Class 37 contains 556 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 134 members 
Mstep: Class 40 contains 1300 members 
Mstep: Class 41 contains 4390 members 
Mstep: Class 42 contains 295 members 
Mstep: Class 43 contains 546 members 
Mstep: Class 44 contains 3396 members 
Mstep: Class 45 contains 1841 members 
Mstep: Class 46 contains 210 members 
Mstep: Class 47 contains 235 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 23184 members 
Mstep: Class 50 contains 267 members 
Mstep: Class 51 contains 1106 members 
Mstep: Class 52 contains 15086 members 
Mstep: Class 53 contains 4047 members 
Mstep: Class 54 contains 397 members 
Mstep: Class 55 contains 99 members 
Mstep: Class 56 contains 21557 members 
Mstep: Class 57 contains 129 members 
Mstep: Class 58 contains 23704 members 
Mstep: Class 59 contains 206 members 
Mstep: Class 60 contains 5289 members 
Mstep: Class 61 contains 18910 members 
Mstep: Class 62 contains 212 members 
Mstep: Class 63 contains 1215 members 
Mstep: Class 64 contains 35828 members 
Mstep: Class 65 contains 10773 members 
Mstep: Class 66 contains 761 members 
Mstep: Class 67 contains 1612 members 
Mstep: Class 68 contains 1481 members 
Mstep: Class 69 contains 238 members 
Mstep: Class 70 contains 1157 members 
Mstep: Class 71 contains 25375 members 
Mstep: Class 72 contains 119 members 
Mstep: Class 73 contains 14228 members 
Mstep: Class 74 contains 220 members 
Mstep: Class 75 contains 37951 members 
Mstep: Class 76 contains 21768 members 
Mstep: Class 77 contains 122 members 
Mstep: Class 78 contains 204 members 
Mstep: Class 79 contains 1113 members 
Mstep: Class 80 contains 20453 members 
Mstep: Class 81 contains 1622 members 
Mstep: Class 82 contains 1891 members 
Mstep: Class 83 contains 20143 members 
Mstep: Class 84 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173576.000000 Penalty: 50562.660156
Iteration 500F: 85 clusters Score -4.217358e+07 nChanged 863
Maximum iterations exceeded
--- Evaluating fit on full set of 1669416 points ---
Entering Unmasked Estep 
Score: -126736096.000000 Penalty: 54761.558594
22->85 Clusters: Score -126736096.000000, best is -126781448.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 556472 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 25122 members 
Mstep: Class 3 contains 25139 members 
Mstep: Class 4 contains 25479 members 
Mstep: Class 5 contains 25167 members 
Mstep: Class 6 contains 25410 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 25176 members 
Mstep: Class 9 contains 25051 members 
Mstep: Class 10 contains 25421 members 
Mstep: Class 11 contains 25152 members 
Mstep: Class 12 contains 25198 members 
Mstep: Class 13 contains 25160 members 
Mstep: Class 14 contains 25478 members 
Mstep: Class 15 contains 25384 members 
Mstep: Class 16 contains 25243 members 
Mstep: Class 17 contains 25315 members 
Mstep: Class 18 contains 25354 members 
Mstep: Class 19 contains 25451 members 
Mstep: Class 20 contains 25358 members 
Mstep: Class 21 contains 25300 members 
Mstep: Class 22 contains 25512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 63.098995 but Gain 601.936523
Score: -33656536.000000 Penalty: 12640.665039
Iteration 0F: 22 clusters Score -3.365654e+07 nChanged 531204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2673 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 569 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 503876 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 5826 members 
Mstep: Class 9 contains 711 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 165 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 17 contains 6675 members 
Mstep: Class 18 contains 4474 members 
Mstep: Class 19 contains 5881 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 383.750214 but Gain 601.936523
Score: -39399040.000000 Penalty: 12038.728516
Iteration 1F: 21 clusters Score -3.939904e+07 nChanged 59405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1630 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 675 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 6 contains 478302 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 13 contains 442 members 
Mstep: Class 14 contains 281 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 8802 members 
Mstep: Class 19 contains 16451 members 
Mstep: Class 20 contains 949 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39949672.000000 Penalty: 12038.728516
Iteration 2F: 21 clusters Score -3.994967e+07 nChanged 137289
Entering Unmasked Mstep 
Mstep: Class 0 contains 1079 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 5441 members 
Mstep: Class 5 contains 689 members 
Mstep: Class 6 contains 359972 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 8009 members 
Mstep: Class 10 contains 885 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 1176 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 17 contains 35930 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 1829 members 
Mstep: Class 22 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40716856.000000 Penalty: 12038.728516
Iteration 3F: 21 clusters Score -4.071686e+07 nChanged 202134
Entering Unmasked Mstep 
Mstep: Class 0 contains 681 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 6882 members 
Mstep: Class 5 contains 1014 members 
Mstep: Class 6 contains 185542 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 581 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 426 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 17 contains 64857 members 
Mstep: Class 18 contains 43930 members 
Mstep: Class 19 contains 77710 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41153132.000000 Penalty: 12038.728516
Iteration 4F: 21 clusters Score -4.115313e+07 nChanged 84156
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 158826 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 8603 members 
Mstep: Class 5 contains 1136 members 
Mstep: Class 6 contains 164546 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 5371 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 731 members 
Mstep: Class 12 contains 5028 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 566 members 
Mstep: Class 17 contains 73844 members 
Mstep: Class 18 contains 60808 members 
Mstep: Class 19 contains 65540 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41353100.000000 Penalty: 12038.728516
Iteration 5F: 21 clusters Score -4.13531e+07 nChanged 46169
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 3239 members 
Mstep: Class 4 contains 11646 members 
Mstep: Class 5 contains 1202 members 
Mstep: Class 6 contains 161851 members 
Mstep: Class 7 contains 1248 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 9238 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 17 contains 63411 members 
Mstep: Class 18 contains 73346 members 
Mstep: Class 19 contains 57644 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 4121 members 
Mstep: Class 22 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41437064.000000 Penalty: 12038.728516
Iteration 6F: 21 clusters Score -4.143706e+07 nChanged 35099
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 161911 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 16270 members 
Mstep: Class 5 contains 1191 members 
Mstep: Class 6 contains 159373 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 1140 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 692 members 
Mstep: Class 14 contains 570 members 
Mstep: Class 15 contains 613 members 
Mstep: Class 17 contains 52558 members 
Mstep: Class 18 contains 76352 members 
Mstep: Class 19 contains 55682 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41505724.000000 Penalty: 12038.728516
Iteration 7F: 21 clusters Score -4.150572e+07 nChanged 29179
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 162977 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 3587 members 
Mstep: Class 4 contains 20840 members 
Mstep: Class 5 contains 1117 members 
Mstep: Class 6 contains 155910 members 
Mstep: Class 7 contains 1572 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 10 contains 1643 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 625 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 17 contains 46974 members 
Mstep: Class 18 contains 75339 members 
Mstep: Class 19 contains 53621 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41559632.000000 Penalty: 12038.728516
Iteration 8F: 21 clusters Score -4.155963e+07 nChanged 24804
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 3678 members 
Mstep: Class 4 contains 23944 members 
Mstep: Class 5 contains 1109 members 
Mstep: Class 6 contains 151698 members 
Mstep: Class 7 contains 1622 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 10 contains 1715 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 25633 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 17 contains 46976 members 
Mstep: Class 18 contains 73265 members 
Mstep: Class 19 contains 49957 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41594580.000000 Penalty: 12038.728516
Iteration 9Q: 21 clusters Score -4.159458e+07 nChanged 20738
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 159298 members 
Mstep: Class 2 contains 1784 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 26808 members 
Mstep: Class 5 contains 1102 members 
Mstep: Class 6 contains 147361 members 
Mstep: Class 7 contains 1616 members 
Mstep: Class 8 contains 841 members 
Mstep: Class 10 contains 1749 members 
Mstep: Class 11 contains 1477 members 
Mstep: Class 12 contains 31654 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 17 contains 47455 members 
Mstep: Class 18 contains 71203 members 
Mstep: Class 19 contains 47403 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 9369 members 
Mstep: Class 22 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41616044.000000 Penalty: 12038.728516
Iteration 10Q: 21 clusters Score -4.161604e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 29093 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 143515 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 10 contains 1775 members 
Mstep: Class 11 contains 1590 members 
Mstep: Class 12 contains 37085 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 17 contains 47026 members 
Mstep: Class 18 contains 69884 members 
Mstep: Class 19 contains 46232 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 10108 members 
Mstep: Class 22 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41635760.000000 Penalty: 12038.728516
Iteration 11Q: 21 clusters Score -4.163576e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 30741 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 140145 members 
Mstep: Class 7 contains 1620 members 
Mstep: Class 8 contains 863 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 1706 members 
Mstep: Class 12 contains 41808 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 17 contains 46374 members 
Mstep: Class 18 contains 69066 members 
Mstep: Class 19 contains 45592 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 10602 members 
Mstep: Class 22 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41649756.000000 Penalty: 12038.728516
Iteration 12Q: 21 clusters Score -4.164976e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 31738 members 
Mstep: Class 5 contains 1078 members 
Mstep: Class 6 contains 137335 members 
Mstep: Class 7 contains 1633 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 45861 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 885 members 
Mstep: Class 15 contains 760 members 
Mstep: Class 17 contains 45884 members 
Mstep: Class 18 contains 68631 members 
Mstep: Class 19 contains 45080 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41659608.000000 Penalty: 12038.728516
Iteration 13Q: 21 clusters Score -4.165961e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 3541 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 32383 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 135322 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 826 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 1871 members 
Mstep: Class 12 contains 48615 members 
Mstep: Class 13 contains 1146 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 791 members 
Mstep: Class 17 contains 45537 members 
Mstep: Class 18 contains 68296 members 
Mstep: Class 19 contains 44793 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 11103 members 
Mstep: Class 22 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41664916.000000 Penalty: 12038.728516
Iteration 14Q: 21 clusters Score -4.166492e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 32754 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 134214 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 49963 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 819 members 
Mstep: Class 17 contains 45410 members 
Mstep: Class 18 contains 68058 members 
Mstep: Class 19 contains 44505 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 11236 members 
Mstep: Class 22 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41668168.000000 Penalty: 12038.728516
Iteration 15Q: 21 clusters Score -4.166817e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 32979 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 133510 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 50686 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 17 contains 45216 members 
Mstep: Class 18 contains 67892 members 
Mstep: Class 19 contains 44406 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 11307 members 
Mstep: Class 22 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41670136.000000 Penalty: 12038.728516
Iteration 16Q: 21 clusters Score -4.167014e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 150508 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 33086 members 
Mstep: Class 5 contains 1093 members 
Mstep: Class 6 contains 133121 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 10 contains 1670 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 50959 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 17 contains 45087 members 
Mstep: Class 18 contains 67767 members 
Mstep: Class 19 contains 44328 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 11364 members 
Mstep: Class 22 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41671364.000000 Penalty: 12038.728516
Iteration 17Q: 21 clusters Score -4.167136e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 33071 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 132932 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 8 contains 645 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 50926 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 17 contains 44968 members 
Mstep: Class 18 contains 67693 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 11402 members 
Mstep: Class 22 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672176.000000 Penalty: 12038.728516
Iteration 18Q: 21 clusters Score -4.167218e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 5406 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 33006 members 
Mstep: Class 5 contains 1105 members 
Mstep: Class 6 contains 132866 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 50740 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 17 contains 44952 members 
Mstep: Class 18 contains 67580 members 
Mstep: Class 19 contains 44321 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41672768.000000 Penalty: 12038.728516
Iteration 19Q: 21 clusters Score -4.167277e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 3686 members 
Mstep: Class 4 contains 32891 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 6 contains 132862 members 
Mstep: Class 7 contains 2077 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 10 contains 1529 members 
Mstep: Class 11 contains 2609 members 
Mstep: Class 12 contains 50510 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 17 contains 44916 members 
Mstep: Class 18 contains 67493 members 
Mstep: Class 19 contains 44357 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 11398 members 
Mstep: Class 22 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673580.000000 Penalty: 12038.728516
Iteration 20F: 21 clusters Score -4.167358e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 150468 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 4 contains 32753 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 132915 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 2689 members 
Mstep: Class 12 contains 50104 members 
Mstep: Class 13 contains 1227 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 67450 members 
Mstep: Class 19 contains 44399 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 11402 members 
Mstep: Class 22 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673888.000000 Penalty: 12038.728516
Iteration 21Q: 21 clusters Score -4.167389e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 32638 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 132961 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 2722 members 
Mstep: Class 12 contains 49704 members 
Mstep: Class 13 contains 1245 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 17 contains 44734 members 
Mstep: Class 18 contains 67452 members 
Mstep: Class 19 contains 44450 members 
Mstep: Class 20 contains 658 members 
Mstep: Class 21 contains 11403 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41673888.000000 Penalty: 12038.728516
Iteration 22Q: 21 clusters Score -4.167389e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 150605 members 
Mstep: Class 2 contains 6769 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 32533 members 
Mstep: Class 5 contains 1034 members 
Mstep: Class 6 contains 133094 members 
Mstep: Class 7 contains 2260 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 2738 members 
Mstep: Class 12 contains 49242 members 
Mstep: Class 13 contains 1266 members 
Mstep: Class 14 contains 1123 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 17 contains 44628 members 
Mstep: Class 18 contains 67474 members 
Mstep: Class 19 contains 44480 members 
Mstep: Class 20 contains 681 members 
Mstep: Class 21 contains 11415 members 
Mstep: Class 22 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674148.000000 Penalty: 12038.728516
Iteration 23Q: 21 clusters Score -4.167415e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150705 members 
Mstep: Class 2 contains 7037 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 32441 members 
Mstep: Class 5 contains 1019 members 
Mstep: Class 6 contains 133191 members 
Mstep: Class 7 contains 2310 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 48817 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 17 contains 44544 members 
Mstep: Class 18 contains 67464 members 
Mstep: Class 19 contains 44536 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 11427 members 
Mstep: Class 22 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674392.000000 Penalty: 12038.728516
Iteration 24Q: 21 clusters Score -4.167439e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150790 members 
Mstep: Class 2 contains 7274 members 
Mstep: Class 3 contains 3648 members 
Mstep: Class 4 contains 32338 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 133292 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 11 contains 2752 members 
Mstep: Class 12 contains 48429 members 
Mstep: Class 13 contains 1284 members 
Mstep: Class 14 contains 1159 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 17 contains 44450 members 
Mstep: Class 18 contains 67500 members 
Mstep: Class 19 contains 44574 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 11452 members 
Mstep: Class 22 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674468.000000 Penalty: 12038.728516
Iteration 25Q: 21 clusters Score -4.167447e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 3642 members 
Mstep: Class 4 contains 32224 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 133400 members 
Mstep: Class 7 contains 2391 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 10 contains 1391 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 48088 members 
Mstep: Class 13 contains 1295 members 
Mstep: Class 14 contains 1166 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 17 contains 44395 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 44595 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 11472 members 
Mstep: Class 22 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674580.000000 Penalty: 12038.728516
Iteration 26Q: 21 clusters Score -4.167458e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 3630 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 133502 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 1382 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 47784 members 
Mstep: Class 13 contains 1302 members 
Mstep: Class 14 contains 1173 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 17 contains 44322 members 
Mstep: Class 18 contains 67572 members 
Mstep: Class 19 contains 44652 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 11479 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674432.000000 Penalty: 12038.728516
Iteration 27Q: 21 clusters Score -4.167443e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 32029 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 133586 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 2755 members 
Mstep: Class 12 contains 47554 members 
Mstep: Class 13 contains 1311 members 
Mstep: Class 14 contains 1173 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 67581 members 
Mstep: Class 19 contains 44710 members 
Mstep: Class 20 contains 717 members 
Mstep: Class 21 contains 11489 members 
Mstep: Class 22 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674412.000000 Penalty: 12038.728516
Iteration 28Q: 21 clusters Score -4.167441e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 31965 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 133642 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 47365 members 
Mstep: Class 13 contains 1318 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 1143 members 
Mstep: Class 17 contains 44149 members 
Mstep: Class 18 contains 67591 members 
Mstep: Class 19 contains 44784 members 
Mstep: Class 20 contains 720 members 
Mstep: Class 21 contains 11498 members 
Mstep: Class 22 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674512.000000 Penalty: 12038.728516
Iteration 29Q: 21 clusters Score -4.167451e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 8071 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 31892 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 133675 members 
Mstep: Class 7 contains 2552 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 10 contains 1355 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 1152 members 
Mstep: Class 17 contains 44081 members 
Mstep: Class 18 contains 67612 members 
Mstep: Class 19 contains 44817 members 
Mstep: Class 20 contains 721 members 
Mstep: Class 21 contains 11511 members 
Mstep: Class 22 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674696.000000 Penalty: 12038.728516
Iteration 30Q: 21 clusters Score -4.16747e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151014 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 31819 members 
Mstep: Class 5 contains 1011 members 
Mstep: Class 6 contains 133686 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 10 contains 1349 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 47139 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 17 contains 44088 members 
Mstep: Class 18 contains 67618 members 
Mstep: Class 19 contains 44800 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 11523 members 
Mstep: Class 22 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674732.000000 Penalty: 12038.728516
Iteration 31Q: 21 clusters Score -4.167473e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 31773 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 133692 members 
Mstep: Class 7 contains 2593 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 47069 members 
Mstep: Class 13 contains 1337 members 
Mstep: Class 14 contains 1182 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 17 contains 44060 members 
Mstep: Class 18 contains 67616 members 
Mstep: Class 19 contains 44813 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 11530 members 
Mstep: Class 22 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674684.000000 Penalty: 12038.728516
Iteration 32Q: 21 clusters Score -4.167468e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 8328 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 31719 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 133680 members 
Mstep: Class 7 contains 2605 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 2765 members 
Mstep: Class 12 contains 47040 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 17 contains 44033 members 
Mstep: Class 18 contains 67625 members 
Mstep: Class 19 contains 44837 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674672.000000 Penalty: 12038.728516
Iteration 33Q: 21 clusters Score -4.167467e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 31663 members 
Mstep: Class 5 contains 1012 members 
Mstep: Class 6 contains 133680 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 1339 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 47008 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 1181 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 17 contains 44038 members 
Mstep: Class 18 contains 67625 members 
Mstep: Class 19 contains 44839 members 
Mstep: Class 20 contains 723 members 
Mstep: Class 21 contains 11532 members 
Mstep: Class 22 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674572.000000 Penalty: 12038.728516
Iteration 34Q: 21 clusters Score -4.167457e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 8431 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 31640 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 133680 members 
Mstep: Class 7 contains 2634 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 12 contains 46984 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 1179 members 
Mstep: Class 15 contains 1176 members 
Mstep: Class 17 contains 43983 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44889 members 
Mstep: Class 20 contains 724 members 
Mstep: Class 21 contains 11532 members 
Mstep: Class 22 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674524.000000 Penalty: 12038.728516
Iteration 35Q: 21 clusters Score -4.167452e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 8464 members 
Mstep: Class 3 contains 3621 members 
Mstep: Class 4 contains 31608 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 133675 members 
Mstep: Class 7 contains 2649 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 46975 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 1176 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 17 contains 44009 members 
Mstep: Class 18 contains 67624 members 
Mstep: Class 19 contains 44868 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11535 members 
Mstep: Class 22 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674648.000000 Penalty: 12038.728516
Iteration 36Q: 21 clusters Score -4.167465e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 31568 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 133674 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 46968 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 17 contains 44045 members 
Mstep: Class 18 contains 67618 members 
Mstep: Class 19 contains 44850 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11537 members 
Mstep: Class 22 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674592.000000 Penalty: 12038.728516
Iteration 37Q: 21 clusters Score -4.167459e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 151019 members 
Mstep: Class 2 contains 8510 members 
Mstep: Class 3 contains 3624 members 
Mstep: Class 4 contains 31539 members 
Mstep: Class 5 contains 1013 members 
Mstep: Class 6 contains 133673 members 
Mstep: Class 7 contains 2671 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 2771 members 
Mstep: Class 12 contains 46964 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1188 members 
Mstep: Class 17 contains 44044 members 
Mstep: Class 18 contains 67630 members 
Mstep: Class 19 contains 44839 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11538 members 
Mstep: Class 22 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41674712.000000 Penalty: 12038.728516
Iteration 38Q: 21 clusters Score -4.167471e+07 nChanged 503
Entering ConstructFrom: 
Score: -41674712.000000 Penalty: 12038.728516
Entering ConstructFrom: 
Trying to split cluster 1 (151007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151007 members 
Entering Unmasked Estep 
Score: -11730202.000000 Penalty: 542.591187
	Iteration 0F: 2 clusters Score -1.17302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -11768051.000000 Penalty: 1085.182373
	Iteration 0F: 3 clusters Score -1.176805e+07 nChanged 74318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -11815407.000000 Penalty: 1085.182373
	Iteration 1F: 3 clusters Score -1.181541e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -11825761.000000 Penalty: 1085.182373
	Iteration 2F: 3 clusters Score -1.182576e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -11835507.000000 Penalty: 1085.182373
	Iteration 3F: 3 clusters Score -1.183551e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -11839334.000000 Penalty: 1085.182373
	Iteration 4F: 3 clusters Score -1.183933e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -11840736.000000 Penalty: 1085.182373
	Iteration 5F: 3 clusters Score -1.184074e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -11841253.000000 Penalty: 1085.182373
	Iteration 6Q: 3 clusters Score -1.184125e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -11842014.000000 Penalty: 1085.182373
	Iteration 7Q: 3 clusters Score -1.184201e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -11841314.000000 Penalty: 1085.182373
	Iteration 8Q: 3 clusters Score -1.184131e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100104 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -11840473.000000 Penalty: 1085.182373
	Iteration 9Q: 3 clusters Score -1.184047e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -11839756.000000 Penalty: 1085.182373
	Iteration 10Q: 3 clusters Score -1.183976e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -11839353.000000 Penalty: 1085.182373
	Iteration 11Q: 3 clusters Score -1.183935e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -11838995.000000 Penalty: 1085.182373
	Iteration 12Q: 3 clusters Score -1.1839e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -11838748.000000 Penalty: 1085.182373
	Iteration 13Q: 3 clusters Score -1.183875e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -11838615.000000 Penalty: 1085.182373
	Iteration 14Q: 3 clusters Score -1.183862e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -11838396.000000 Penalty: 1085.182373
	Iteration 15Q: 3 clusters Score -1.18384e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -11838280.000000 Penalty: 1085.182373
	Iteration 16Q: 3 clusters Score -1.183828e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101562 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -11838221.000000 Penalty: 1085.182373
	Iteration 17Q: 3 clusters Score -1.183822e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -11838016.000000 Penalty: 1085.182373
	Iteration 18Q: 3 clusters Score -1.183802e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -11837949.000000 Penalty: 1085.182373
	Iteration 19Q: 3 clusters Score -1.183795e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -11837940.000000 Penalty: 1085.182373
	Iteration 20F: 3 clusters Score -1.183794e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101649 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -11837822.000000 Penalty: 1085.182373
	Iteration 21Q: 3 clusters Score -1.183782e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -11837760.000000 Penalty: 1085.182373
	Iteration 22Q: 3 clusters Score -1.183776e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -11837684.000000 Penalty: 1085.182373
	Iteration 23Q: 3 clusters Score -1.183768e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101723 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -11837671.000000 Penalty: 1085.182373
	Iteration 24Q: 3 clusters Score -1.183767e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -11837640.000000 Penalty: 1085.182373
	Iteration 25Q: 3 clusters Score -1.183764e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -11837578.000000 Penalty: 1085.182373
	Iteration 26Q: 3 clusters Score -1.183758e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -11837478.000000 Penalty: 1085.182373
	Iteration 27Q: 3 clusters Score -1.183748e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -11837532.000000 Penalty: 1085.182373
	Iteration 28Q: 3 clusters Score -1.183753e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -11837537.000000 Penalty: 1085.182373
	Iteration 29Q: 3 clusters Score -1.183754e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -11837532.000000 Penalty: 1085.182373
	Iteration 30Q: 3 clusters Score -1.183753e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -11837577.000000 Penalty: 1085.182373
	Iteration 31Q: 3 clusters Score -1.183758e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -11837619.000000 Penalty: 1085.182373
	Iteration 32Q: 3 clusters Score -1.183762e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -11837650.000000 Penalty: 1085.182373
	Iteration 33Q: 3 clusters Score -1.183765e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -11837706.000000 Penalty: 1085.182373
	Iteration 34Q: 3 clusters Score -1.183771e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -11837707.000000 Penalty: 1085.182373
	Iteration 35Q: 3 clusters Score -1.183771e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -11837709.000000 Penalty: 1085.182373
	Iteration 36Q: 3 clusters Score -1.183771e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -11837705.000000 Penalty: 1085.182373
	Iteration 37Q: 3 clusters Score -1.18377e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101423 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -11837655.000000 Penalty: 1085.182373
	Iteration 38Q: 3 clusters Score -1.183766e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -11837596.000000 Penalty: 1085.182373
	Iteration 39Q: 3 clusters Score -1.18376e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101483 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -11837665.000000 Penalty: 1085.182373
	Iteration 40F: 3 clusters Score -1.183766e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -11837643.000000 Penalty: 1085.182373
	Iteration 41Q: 3 clusters Score -1.183764e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -11837685.000000 Penalty: 1085.182373
	Iteration 42Q: 3 clusters Score -1.183768e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101437 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -11837728.000000 Penalty: 1085.182373
	Iteration 43Q: 3 clusters Score -1.183773e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -11837674.000000 Penalty: 1085.182373
	Iteration 44Q: 3 clusters Score -1.183767e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -11837690.000000 Penalty: 1085.182373
	Iteration 45Q: 3 clusters Score -1.183769e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -11837663.000000 Penalty: 1085.182373
	Iteration 46Q: 3 clusters Score -1.183766e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101421 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -11837620.000000 Penalty: 1085.182373
	Iteration 47Q: 3 clusters Score -1.183762e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101446 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -11837520.000000 Penalty: 1085.182373
	Iteration 48Q: 3 clusters Score -1.183752e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -11837605.000000 Penalty: 1085.182373
	Iteration 49Q: 3 clusters Score -1.18376e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101509 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -11837516.000000 Penalty: 1085.182373
	Iteration 50Q: 3 clusters Score -1.183752e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -11837549.000000 Penalty: 1085.182373
	Iteration 51Q: 3 clusters Score -1.183755e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -11837498.000000 Penalty: 1085.182373
	Iteration 52Q: 3 clusters Score -1.18375e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -11837492.000000 Penalty: 1085.182373
	Iteration 53Q: 3 clusters Score -1.183749e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -11837483.000000 Penalty: 1085.182373
	Iteration 54Q: 3 clusters Score -1.183748e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -11837465.000000 Penalty: 1085.182373
	Iteration 55Q: 3 clusters Score -1.183746e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -11837500.000000 Penalty: 1085.182373
	Iteration 56Q: 3 clusters Score -1.18375e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -11837541.000000 Penalty: 1085.182373
	Iteration 57Q: 3 clusters Score -1.183754e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -11837545.000000 Penalty: 1085.182373
	Iteration 58Q: 3 clusters Score -1.183754e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -11837544.000000 Penalty: 1085.182373
	Iteration 59Q: 3 clusters Score -1.183754e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101499 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -11837521.000000 Penalty: 1085.182373
	Iteration 60F: 3 clusters Score -1.183752e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -11837563.000000 Penalty: 1085.182373
	Iteration 61Q: 3 clusters Score -1.183756e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -11837544.000000 Penalty: 1085.182373
	Iteration 62Q: 3 clusters Score -1.183754e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -11837543.000000 Penalty: 1085.182373
	Iteration 63Q: 3 clusters Score -1.183754e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101425 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -11837522.000000 Penalty: 1085.182373
	Iteration 64Q: 3 clusters Score -1.183752e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101399 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -11837533.000000 Penalty: 1085.182373
	Iteration 65Q: 3 clusters Score -1.183753e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101375 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -11837598.000000 Penalty: 1085.182373
	Iteration 66Q: 3 clusters Score -1.18376e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -11837564.000000 Penalty: 1085.182373
	Iteration 67Q: 3 clusters Score -1.183756e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -11837571.000000 Penalty: 1085.182373
	Iteration 68Q: 3 clusters Score -1.183757e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -11837579.000000 Penalty: 1085.182373
	Iteration 69Q: 3 clusters Score -1.183758e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -11837547.000000 Penalty: 1085.182373
	Iteration 70Q: 3 clusters Score -1.183755e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -11837572.000000 Penalty: 1085.182373
	Iteration 71Q: 3 clusters Score -1.183757e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -11837605.000000 Penalty: 1085.182373
	Iteration 72Q: 3 clusters Score -1.18376e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101413 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -11837585.000000 Penalty: 1085.182373
	Iteration 73Q: 3 clusters Score -1.183758e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -11837616.000000 Penalty: 1085.182373
	Iteration 74Q: 3 clusters Score -1.183762e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -11837683.000000 Penalty: 1085.182373
	Iteration 75Q: 3 clusters Score -1.183768e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -11837778.000000 Penalty: 1085.182373
	Iteration 76Q: 3 clusters Score -1.183778e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101321 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -11837862.000000 Penalty: 1085.182373
	Iteration 77Q: 3 clusters Score -1.183786e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -11837773.000000 Penalty: 1085.182373
	Iteration 78Q: 3 clusters Score -1.183777e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -11837818.000000 Penalty: 1085.182373
	Iteration 79Q: 3 clusters Score -1.183782e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -11837923.000000 Penalty: 1085.182373
	Iteration 80F: 3 clusters Score -1.183792e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -11837984.000000 Penalty: 1085.182373
	Iteration 81Q: 3 clusters Score -1.183798e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -11838001.000000 Penalty: 1085.182373
	Iteration 82Q: 3 clusters Score -1.1838e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -11837996.000000 Penalty: 1085.182373
	Iteration 83Q: 3 clusters Score -1.1838e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101279 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -11838027.000000 Penalty: 1085.182373
	Iteration 84Q: 3 clusters Score -1.183803e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -11838006.000000 Penalty: 1085.182373
	Iteration 85Q: 3 clusters Score -1.183801e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -11837976.000000 Penalty: 1085.182373
	Iteration 86Q: 3 clusters Score -1.183798e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -11837976.000000 Penalty: 1085.182373
	Iteration 87Q: 3 clusters Score -1.183798e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -11837984.000000 Penalty: 1085.182373
	Iteration 88Q: 3 clusters Score -1.183798e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -11837976.000000 Penalty: 1085.182373
	Iteration 89Q: 3 clusters Score -1.183798e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -11837982.000000 Penalty: 1085.182373
	Iteration 90Q: 3 clusters Score -1.183798e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -11837980.000000 Penalty: 1085.182373
	Iteration 91Q: 3 clusters Score -1.183798e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -11837980.000000 Penalty: 1085.182373
	Iteration 92Q: 3 clusters Score -1.183798e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -11837921.000000 Penalty: 1085.182373
	Iteration 93Q: 3 clusters Score -1.183792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -11837922.000000 Penalty: 1085.182373
	Iteration 94Q: 3 clusters Score -1.183792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -11837966.000000 Penalty: 1085.182373
	Iteration 95Q: 3 clusters Score -1.183797e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -11837973.000000 Penalty: 1085.182373
	Iteration 96Q: 3 clusters Score -1.183797e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -11837968.000000 Penalty: 1085.182373
	Iteration 97Q: 3 clusters Score -1.183797e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -11838020.000000 Penalty: 1085.182373
	Iteration 98Q: 3 clusters Score -1.183802e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -11837934.000000 Penalty: 1085.182373
	Iteration 99Q: 3 clusters Score -1.183793e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -11837982.000000 Penalty: 1085.182373
	Iteration 100F: 3 clusters Score -1.183798e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -11838065.000000 Penalty: 1085.182373
	Iteration 101Q: 3 clusters Score -1.183806e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101109 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -11838145.000000 Penalty: 1085.182373
	Iteration 102Q: 3 clusters Score -1.183814e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -11838201.000000 Penalty: 1085.182373
	Iteration 103Q: 3 clusters Score -1.18382e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -11838252.000000 Penalty: 1085.182373
	Iteration 104Q: 3 clusters Score -1.183825e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -11838344.000000 Penalty: 1085.182373
	Iteration 105Q: 3 clusters Score -1.183834e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -11838450.000000 Penalty: 1085.182373
	Iteration 106Q: 3 clusters Score -1.183845e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -11838485.000000 Penalty: 1085.182373
	Iteration 107Q: 3 clusters Score -1.183848e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -11838546.000000 Penalty: 1085.182373
	Iteration 108Q: 3 clusters Score -1.183855e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -11838543.000000 Penalty: 1085.182373
	Iteration 109Q: 3 clusters Score -1.183854e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -11838472.000000 Penalty: 1085.182373
	Iteration 110Q: 3 clusters Score -1.183847e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -11838508.000000 Penalty: 1085.182373
	Iteration 111Q: 3 clusters Score -1.183851e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -11838542.000000 Penalty: 1085.182373
	Iteration 112Q: 3 clusters Score -1.183854e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -11838535.000000 Penalty: 1085.182373
	Iteration 113Q: 3 clusters Score -1.183854e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -11838550.000000 Penalty: 1085.182373
	Iteration 114Q: 3 clusters Score -1.183855e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -11838583.000000 Penalty: 1085.182373
	Iteration 115Q: 3 clusters Score -1.183858e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100894 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -11838636.000000 Penalty: 1085.182373
	Iteration 116Q: 3 clusters Score -1.183864e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -11838713.000000 Penalty: 1085.182373
	Iteration 117Q: 3 clusters Score -1.183871e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -11838779.000000 Penalty: 1085.182373
	Iteration 118Q: 3 clusters Score -1.183878e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -11838845.000000 Penalty: 1085.182373
	Iteration 119Q: 3 clusters Score -1.183884e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -11838826.000000 Penalty: 1085.182373
	Iteration 120F: 3 clusters Score -1.183883e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -11838923.000000 Penalty: 1085.182373
	Iteration 121Q: 3 clusters Score -1.183892e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -11838991.000000 Penalty: 1085.182373
	Iteration 122Q: 3 clusters Score -1.183899e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -11839039.000000 Penalty: 1085.182373
	Iteration 123Q: 3 clusters Score -1.183904e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -11839155.000000 Penalty: 1085.182373
	Iteration 124Q: 3 clusters Score -1.183916e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -11839208.000000 Penalty: 1085.182373
	Iteration 125Q: 3 clusters Score -1.183921e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -11839232.000000 Penalty: 1085.182373
	Iteration 126Q: 3 clusters Score -1.183923e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -11839251.000000 Penalty: 1085.182373
	Iteration 127Q: 3 clusters Score -1.183925e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -11839308.000000 Penalty: 1085.182373
	Iteration 128Q: 3 clusters Score -1.183931e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -11839328.000000 Penalty: 1085.182373
	Iteration 129Q: 3 clusters Score -1.183933e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -11839425.000000 Penalty: 1085.182373
	Iteration 130Q: 3 clusters Score -1.183942e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100453 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -11839432.000000 Penalty: 1085.182373
	Iteration 131Q: 3 clusters Score -1.183943e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -11839484.000000 Penalty: 1085.182373
	Iteration 132Q: 3 clusters Score -1.183948e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -11839512.000000 Penalty: 1085.182373
	Iteration 133Q: 3 clusters Score -1.183951e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -11839538.000000 Penalty: 1085.182373
	Iteration 134Q: 3 clusters Score -1.183954e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100320 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -11839553.000000 Penalty: 1085.182373
	Iteration 135Q: 3 clusters Score -1.183955e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -11839601.000000 Penalty: 1085.182373
	Iteration 136Q: 3 clusters Score -1.18396e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -11839702.000000 Penalty: 1085.182373
	Iteration 137Q: 3 clusters Score -1.18397e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -11839768.000000 Penalty: 1085.182373
	Iteration 138Q: 3 clusters Score -1.183977e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100141 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -11839840.000000 Penalty: 1085.182373
	Iteration 139Q: 3 clusters Score -1.183984e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100104 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -11839967.000000 Penalty: 1085.182373
	Iteration 140F: 3 clusters Score -1.183997e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100070 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -11840029.000000 Penalty: 1085.182373
	Iteration 141Q: 3 clusters Score -1.184003e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -11840086.000000 Penalty: 1085.182373
	Iteration 142Q: 3 clusters Score -1.184009e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99989 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -11840137.000000 Penalty: 1085.182373
	Iteration 143Q: 3 clusters Score -1.184014e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -11840141.000000 Penalty: 1085.182373
	Iteration 144Q: 3 clusters Score -1.184014e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -11840186.000000 Penalty: 1085.182373
	Iteration 145Q: 3 clusters Score -1.184019e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -11840231.000000 Penalty: 1085.182373
	Iteration 146Q: 3 clusters Score -1.184023e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -11840248.000000 Penalty: 1085.182373
	Iteration 147Q: 3 clusters Score -1.184025e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -11840373.000000 Penalty: 1085.182373
	Iteration 148Q: 3 clusters Score -1.184037e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -11840438.000000 Penalty: 1085.182373
	Iteration 149Q: 3 clusters Score -1.184044e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -11840529.000000 Penalty: 1085.182373
	Iteration 150Q: 3 clusters Score -1.184053e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -11840565.000000 Penalty: 1085.182373
	Iteration 151Q: 3 clusters Score -1.184056e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -11840602.000000 Penalty: 1085.182373
	Iteration 152Q: 3 clusters Score -1.18406e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -11840650.000000 Penalty: 1085.182373
	Iteration 153Q: 3 clusters Score -1.184065e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -11840722.000000 Penalty: 1085.182373
	Iteration 154Q: 3 clusters Score -1.184072e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -11840757.000000 Penalty: 1085.182373
	Iteration 155Q: 3 clusters Score -1.184076e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -11840802.000000 Penalty: 1085.182373
	Iteration 156Q: 3 clusters Score -1.18408e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -11840846.000000 Penalty: 1085.182373
	Iteration 157Q: 3 clusters Score -1.184085e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99413 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -11840869.000000 Penalty: 1085.182373
	Iteration 158Q: 3 clusters Score -1.184087e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -11840952.000000 Penalty: 1085.182373
	Iteration 159Q: 3 clusters Score -1.184095e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -11840983.000000 Penalty: 1085.182373
	Iteration 160F: 3 clusters Score -1.184098e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99415 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -11841055.000000 Penalty: 1085.182373
	Iteration 161Q: 3 clusters Score -1.184106e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -11841129.000000 Penalty: 1085.182373
	Iteration 162Q: 3 clusters Score -1.184113e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -11841213.000000 Penalty: 1085.182373
	Iteration 163Q: 3 clusters Score -1.184121e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -11841310.000000 Penalty: 1085.182373
	Iteration 164Q: 3 clusters Score -1.184131e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -11841277.000000 Penalty: 1085.182373
	Iteration 165Q: 3 clusters Score -1.184128e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11841257.000000 Penalty: 1085.182373
	Iteration 166Q: 3 clusters Score -1.184126e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -11841287.000000 Penalty: 1085.182373
	Iteration 167Q: 3 clusters Score -1.184129e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -11841400.000000 Penalty: 1085.182373
	Iteration 168Q: 3 clusters Score -1.18414e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -11841393.000000 Penalty: 1085.182373
	Iteration 169Q: 3 clusters Score -1.184139e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -11841335.000000 Penalty: 1085.182373
	Iteration 170Q: 3 clusters Score -1.184134e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -11841323.000000 Penalty: 1085.182373
	Iteration 171Q: 3 clusters Score -1.184132e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -11841400.000000 Penalty: 1085.182373
	Iteration 172Q: 3 clusters Score -1.18414e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -11841411.000000 Penalty: 1085.182373
	Iteration 173Q: 3 clusters Score -1.184141e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -11841443.000000 Penalty: 1085.182373
	Iteration 174Q: 3 clusters Score -1.184144e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -11841478.000000 Penalty: 1085.182373
	Iteration 175Q: 3 clusters Score -1.184148e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -11841466.000000 Penalty: 1085.182373
	Iteration 176Q: 3 clusters Score -1.184147e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99082 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -11841580.000000 Penalty: 1085.182373
	Iteration 177Q: 3 clusters Score -1.184158e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -11841641.000000 Penalty: 1085.182373
	Iteration 178Q: 3 clusters Score -1.184164e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -11841714.000000 Penalty: 1085.182373
	Iteration 179Q: 3 clusters Score -1.184171e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98942 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -11841735.000000 Penalty: 1085.182373
	Iteration 180F: 3 clusters Score -1.184174e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98878 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -11841822.000000 Penalty: 1085.182373
	Iteration 181Q: 3 clusters Score -1.184182e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -11841936.000000 Penalty: 1085.182373
	Iteration 182Q: 3 clusters Score -1.184194e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -11842034.000000 Penalty: 1085.182373
	Iteration 183Q: 3 clusters Score -1.184203e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -11842147.000000 Penalty: 1085.182373
	Iteration 184Q: 3 clusters Score -1.184215e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -11842269.000000 Penalty: 1085.182373
	Iteration 185Q: 3 clusters Score -1.184227e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -11842380.000000 Penalty: 1085.182373
	Iteration 186Q: 3 clusters Score -1.184238e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -11842487.000000 Penalty: 1085.182373
	Iteration 187Q: 3 clusters Score -1.184249e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -11842623.000000 Penalty: 1085.182373
	Iteration 188Q: 3 clusters Score -1.184262e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98418 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -11842710.000000 Penalty: 1085.182373
	Iteration 189Q: 3 clusters Score -1.184271e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98346 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -11842886.000000 Penalty: 1085.182373
	Iteration 190Q: 3 clusters Score -1.184289e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -11842951.000000 Penalty: 1085.182373
	Iteration 191Q: 3 clusters Score -1.184295e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -11843060.000000 Penalty: 1085.182373
	Iteration 192Q: 3 clusters Score -1.184306e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -11843089.000000 Penalty: 1085.182373
	Iteration 193Q: 3 clusters Score -1.184309e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98089 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -11843082.000000 Penalty: 1085.182373
	Iteration 194Q: 3 clusters Score -1.184308e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -11843149.000000 Penalty: 1085.182373
	Iteration 195Q: 3 clusters Score -1.184315e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -11843219.000000 Penalty: 1085.182373
	Iteration 196Q: 3 clusters Score -1.184322e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98026 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -11843207.000000 Penalty: 1085.182373
	Iteration 197Q: 3 clusters Score -1.184321e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -11843250.000000 Penalty: 1085.182373
	Iteration 198Q: 3 clusters Score -1.184325e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -11843308.000000 Penalty: 1085.182373
	Iteration 199Q: 3 clusters Score -1.184331e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -11843349.000000 Penalty: 1085.182373
	Iteration 200F: 3 clusters Score -1.184335e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -11843401.000000 Penalty: 1085.182373
	Iteration 201Q: 3 clusters Score -1.18434e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -11843467.000000 Penalty: 1085.182373
	Iteration 202Q: 3 clusters Score -1.184347e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -11843504.000000 Penalty: 1085.182373
	Iteration 203Q: 3 clusters Score -1.18435e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -11843489.000000 Penalty: 1085.182373
	Iteration 204Q: 3 clusters Score -1.184349e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -11843486.000000 Penalty: 1085.182373
	Iteration 205Q: 3 clusters Score -1.184349e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -11843529.000000 Penalty: 1085.182373
	Iteration 206Q: 3 clusters Score -1.184353e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -11843615.000000 Penalty: 1085.182373
	Iteration 207Q: 3 clusters Score -1.184362e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -11843549.000000 Penalty: 1085.182373
	Iteration 208Q: 3 clusters Score -1.184355e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -11843544.000000 Penalty: 1085.182373
	Iteration 209Q: 3 clusters Score -1.184354e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98413 members 
Mstep: Class 2 contains 52594 members 
Entering Unmasked Estep 
Score: -11843486.000000 Penalty: 1085.182373
	Iteration 210Q: 3 clusters Score -1.184349e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -11843445.000000 Penalty: 1085.182373
	Iteration 211Q: 3 clusters Score -1.184344e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -11843392.000000 Penalty: 1085.182373
	Iteration 212Q: 3 clusters Score -1.184339e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -11843422.000000 Penalty: 1085.182373
	Iteration 213Q: 3 clusters Score -1.184342e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -11843446.000000 Penalty: 1085.182373
	Iteration 214Q: 3 clusters Score -1.184345e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -11843388.000000 Penalty: 1085.182373
	Iteration 215Q: 3 clusters Score -1.184339e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -11843308.000000 Penalty: 1085.182373
	Iteration 216Q: 3 clusters Score -1.184331e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -11843267.000000 Penalty: 1085.182373
	Iteration 217Q: 3 clusters Score -1.184327e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -11843205.000000 Penalty: 1085.182373
	Iteration 218Q: 3 clusters Score -1.18432e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -11843220.000000 Penalty: 1085.182373
	Iteration 219Q: 3 clusters Score -1.184322e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -11843205.000000 Penalty: 1085.182373
	Iteration 220F: 3 clusters Score -1.18432e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -11843241.000000 Penalty: 1085.182373
	Iteration 221Q: 3 clusters Score -1.184324e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -11843204.000000 Penalty: 1085.182373
	Iteration 222Q: 3 clusters Score -1.18432e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -11843178.000000 Penalty: 1085.182373
	Iteration 223Q: 3 clusters Score -1.184318e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -11843083.000000 Penalty: 1085.182373
	Iteration 224Q: 3 clusters Score -1.184308e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -11843008.000000 Penalty: 1085.182373
	Iteration 225Q: 3 clusters Score -1.184301e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -11842929.000000 Penalty: 1085.182373
	Iteration 226Q: 3 clusters Score -1.184293e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -11842921.000000 Penalty: 1085.182373
	Iteration 227Q: 3 clusters Score -1.184292e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99247 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -11842878.000000 Penalty: 1085.182373
	Iteration 228Q: 3 clusters Score -1.184288e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -11842779.000000 Penalty: 1085.182373
	Iteration 229Q: 3 clusters Score -1.184278e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -11842679.000000 Penalty: 1085.182373
	Iteration 230Q: 3 clusters Score -1.184268e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -11842593.000000 Penalty: 1085.182373
	Iteration 231Q: 3 clusters Score -1.184259e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -11842568.000000 Penalty: 1085.182373
	Iteration 232Q: 3 clusters Score -1.184257e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -11842485.000000 Penalty: 1085.182373
	Iteration 233Q: 3 clusters Score -1.184248e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -11842407.000000 Penalty: 1085.182373
	Iteration 234Q: 3 clusters Score -1.184241e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -11842436.000000 Penalty: 1085.182373
	Iteration 235Q: 3 clusters Score -1.184244e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -11842382.000000 Penalty: 1085.182373
	Iteration 236Q: 3 clusters Score -1.184238e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -11842394.000000 Penalty: 1085.182373
	Iteration 237Q: 3 clusters Score -1.184239e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -11842365.000000 Penalty: 1085.182373
	Iteration 238Q: 3 clusters Score -1.184236e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99679 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -11842329.000000 Penalty: 1085.182373
	Iteration 239Q: 3 clusters Score -1.184233e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99724 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -11842371.000000 Penalty: 1085.182373
	Iteration 240F: 3 clusters Score -1.184237e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -11842306.000000 Penalty: 1085.182373
	Iteration 241Q: 3 clusters Score -1.184231e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -11842284.000000 Penalty: 1085.182373
	Iteration 242Q: 3 clusters Score -1.184228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -11842251.000000 Penalty: 1085.182373
	Iteration 243Q: 3 clusters Score -1.184225e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -11842279.000000 Penalty: 1085.182373
	Iteration 244Q: 3 clusters Score -1.184228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -11842310.000000 Penalty: 1085.182373
	Iteration 245Q: 3 clusters Score -1.184231e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -11842334.000000 Penalty: 1085.182373
	Iteration 246Q: 3 clusters Score -1.184233e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -11842315.000000 Penalty: 1085.182373
	Iteration 247Q: 3 clusters Score -1.184232e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -11842276.000000 Penalty: 1085.182373
	Iteration 248Q: 3 clusters Score -1.184228e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -11842297.000000 Penalty: 1085.182373
	Iteration 249Q: 3 clusters Score -1.18423e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -11842269.000000 Penalty: 1085.182373
	Iteration 250Q: 3 clusters Score -1.184227e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -11842238.000000 Penalty: 1085.182373
	Iteration 251Q: 3 clusters Score -1.184224e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -11842238.000000 Penalty: 1085.182373
	Iteration 252Q: 3 clusters Score -1.184224e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -11842249.000000 Penalty: 1085.182373
	Iteration 253Q: 3 clusters Score -1.184225e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100129 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -11842213.000000 Penalty: 1085.182373
	Iteration 254Q: 3 clusters Score -1.184221e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -11842250.000000 Penalty: 1085.182373
	Iteration 255Q: 3 clusters Score -1.184225e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100186 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -11842217.000000 Penalty: 1085.182373
	Iteration 256Q: 3 clusters Score -1.184222e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -11842203.000000 Penalty: 1085.182373
	Iteration 257Q: 3 clusters Score -1.18422e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -11842221.000000 Penalty: 1085.182373
	Iteration 258Q: 3 clusters Score -1.184222e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -11842178.000000 Penalty: 1085.182373
	Iteration 259Q: 3 clusters Score -1.184218e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -11842147.000000 Penalty: 1085.182373
	Iteration 260F: 3 clusters Score -1.184215e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100365 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -11842052.000000 Penalty: 1085.182373
	Iteration 261Q: 3 clusters Score -1.184205e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -11842015.000000 Penalty: 1085.182373
	Iteration 262Q: 3 clusters Score -1.184202e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -11841965.000000 Penalty: 1085.182373
	Iteration 263Q: 3 clusters Score -1.184196e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -11841869.000000 Penalty: 1085.182373
	Iteration 264Q: 3 clusters Score -1.184187e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -11841811.000000 Penalty: 1085.182373
	Iteration 265Q: 3 clusters Score -1.184181e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -11841786.000000 Penalty: 1085.182373
	Iteration 266Q: 3 clusters Score -1.184179e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -11841736.000000 Penalty: 1085.182373
	Iteration 267Q: 3 clusters Score -1.184174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100673 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -11841666.000000 Penalty: 1085.182373
	Iteration 268Q: 3 clusters Score -1.184167e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -11841676.000000 Penalty: 1085.182373
	Iteration 269Q: 3 clusters Score -1.184168e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -11841606.000000 Penalty: 1085.182373
	Iteration 270Q: 3 clusters Score -1.184161e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -11841566.000000 Penalty: 1085.182373
	Iteration 271Q: 3 clusters Score -1.184157e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -11841625.000000 Penalty: 1085.182373
	Iteration 272Q: 3 clusters Score -1.184162e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -11841640.000000 Penalty: 1085.182373
	Iteration 273Q: 3 clusters Score -1.184164e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -11841627.000000 Penalty: 1085.182373
	Iteration 274Q: 3 clusters Score -1.184163e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -11841620.000000 Penalty: 1085.182373
	Iteration 275Q: 3 clusters Score -1.184162e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -11841611.000000 Penalty: 1085.182373
	Iteration 276Q: 3 clusters Score -1.184161e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -11841638.000000 Penalty: 1085.182373
	Iteration 277Q: 3 clusters Score -1.184164e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -11841614.000000 Penalty: 1085.182373
	Iteration 278Q: 3 clusters Score -1.184161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -11841609.000000 Penalty: 1085.182373
	Iteration 279Q: 3 clusters Score -1.184161e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -11841614.000000 Penalty: 1085.182373
	Iteration 280F: 3 clusters Score -1.184161e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100905 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -11841612.000000 Penalty: 1085.182373
	Iteration 281Q: 3 clusters Score -1.184161e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -11841572.000000 Penalty: 1085.182373
	Iteration 282Q: 3 clusters Score -1.184157e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -11841478.000000 Penalty: 1085.182373
	Iteration 283Q: 3 clusters Score -1.184148e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -11841461.000000 Penalty: 1085.182373
	Iteration 284Q: 3 clusters Score -1.184146e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -11841449.000000 Penalty: 1085.182373
	Iteration 285Q: 3 clusters Score -1.184145e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -11841445.000000 Penalty: 1085.182373
	Iteration 286Q: 3 clusters Score -1.184144e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -11841433.000000 Penalty: 1085.182373
	Iteration 287Q: 3 clusters Score -1.184143e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101139 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -11841439.000000 Penalty: 1085.182373
	Iteration 288Q: 3 clusters Score -1.184144e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -11841439.000000 Penalty: 1085.182373
	Iteration 289Q: 3 clusters Score -1.184144e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -11841433.000000 Penalty: 1085.182373
	Iteration 290Q: 3 clusters Score -1.184143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -11841359.000000 Penalty: 1085.182373
	Iteration 291Q: 3 clusters Score -1.184136e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -11841244.000000 Penalty: 1085.182373
	Iteration 292Q: 3 clusters Score -1.184124e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -11841242.000000 Penalty: 1085.182373
	Iteration 293Q: 3 clusters Score -1.184124e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -11841180.000000 Penalty: 1085.182373
	Iteration 294Q: 3 clusters Score -1.184118e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101447 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -11841115.000000 Penalty: 1085.182373
	Iteration 295Q: 3 clusters Score -1.184112e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -11841019.000000 Penalty: 1085.182373
	Iteration 296Q: 3 clusters Score -1.184102e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -11840961.000000 Penalty: 1085.182373
	Iteration 297Q: 3 clusters Score -1.184096e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -11840962.000000 Penalty: 1085.182373
	Iteration 298Q: 3 clusters Score -1.184096e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -11840884.000000 Penalty: 1085.182373
	Iteration 299Q: 3 clusters Score -1.184088e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -11840833.000000 Penalty: 1085.182373
	Iteration 300F: 3 clusters Score -1.184083e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -11840849.000000 Penalty: 1085.182373
	Iteration 301Q: 3 clusters Score -1.184085e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -11840789.000000 Penalty: 1085.182373
	Iteration 302Q: 3 clusters Score -1.184079e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101861 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -11840715.000000 Penalty: 1085.182373
	Iteration 303Q: 3 clusters Score -1.184072e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -11840644.000000 Penalty: 1085.182373
	Iteration 304Q: 3 clusters Score -1.184064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -11840512.000000 Penalty: 1085.182373
	Iteration 305Q: 3 clusters Score -1.184051e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102047 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -11840419.000000 Penalty: 1085.182373
	Iteration 306Q: 3 clusters Score -1.184042e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -11840392.000000 Penalty: 1085.182373
	Iteration 307Q: 3 clusters Score -1.184039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -11840325.000000 Penalty: 1085.182373
	Iteration 308Q: 3 clusters Score -1.184032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -11840311.000000 Penalty: 1085.182373
	Iteration 309Q: 3 clusters Score -1.184031e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -11840287.000000 Penalty: 1085.182373
	Iteration 310Q: 3 clusters Score -1.184029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -11840248.000000 Penalty: 1085.182373
	Iteration 311Q: 3 clusters Score -1.184025e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -11840196.000000 Penalty: 1085.182373
	Iteration 312Q: 3 clusters Score -1.18402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -11840156.000000 Penalty: 1085.182373
	Iteration 313Q: 3 clusters Score -1.184016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -11840120.000000 Penalty: 1085.182373
	Iteration 314Q: 3 clusters Score -1.184012e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -11840067.000000 Penalty: 1085.182373
	Iteration 315Q: 3 clusters Score -1.184007e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -11840017.000000 Penalty: 1085.182373
	Iteration 316Q: 3 clusters Score -1.184002e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -11839991.000000 Penalty: 1085.182373
	Iteration 317Q: 3 clusters Score -1.183999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -11839903.000000 Penalty: 1085.182373
	Iteration 318Q: 3 clusters Score -1.18399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -11839894.000000 Penalty: 1085.182373
	Iteration 319Q: 3 clusters Score -1.183989e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -11839769.000000 Penalty: 1085.182373
	Iteration 320F: 3 clusters Score -1.183977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -11839732.000000 Penalty: 1085.182373
	Iteration 321Q: 3 clusters Score -1.183973e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -11839684.000000 Penalty: 1085.182373
	Iteration 322Q: 3 clusters Score -1.183968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -11839596.000000 Penalty: 1085.182373
	Iteration 323Q: 3 clusters Score -1.18396e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -11839563.000000 Penalty: 1085.182373
	Iteration 324Q: 3 clusters Score -1.183956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -11839563.000000 Penalty: 1085.182373
	Iteration 325Q: 3 clusters Score -1.183956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -11839542.000000 Penalty: 1085.182373
	Iteration 326Q: 3 clusters Score -1.183954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -11839517.000000 Penalty: 1085.182373
	Iteration 327Q: 3 clusters Score -1.183952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -11839485.000000 Penalty: 1085.182373
	Iteration 328Q: 3 clusters Score -1.183948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -11839482.000000 Penalty: 1085.182373
	Iteration 329Q: 3 clusters Score -1.183948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102636 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -11839487.000000 Penalty: 1085.182373
	Iteration 330Q: 3 clusters Score -1.183949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -11839475.000000 Penalty: 1085.182373
	Iteration 331Q: 3 clusters Score -1.183948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -11839466.000000 Penalty: 1085.182373
	Iteration 332Q: 3 clusters Score -1.183947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -11839397.000000 Penalty: 1085.182373
	Iteration 333Q: 3 clusters Score -1.18394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -11839403.000000 Penalty: 1085.182373
	Iteration 334Q: 3 clusters Score -1.18394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -11839400.000000 Penalty: 1085.182373
	Iteration 335Q: 3 clusters Score -1.18394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -11839396.000000 Penalty: 1085.182373
	Iteration 336Q: 3 clusters Score -1.18394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -11839376.000000 Penalty: 1085.182373
	Iteration 337Q: 3 clusters Score -1.183938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -11839371.000000 Penalty: 1085.182373
	Iteration 338Q: 3 clusters Score -1.183937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -11839354.000000 Penalty: 1085.182373
	Iteration 339Q: 3 clusters Score -1.183935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -11839335.000000 Penalty: 1085.182373
	Iteration 340F: 3 clusters Score -1.183934e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -11839320.000000 Penalty: 1085.182373
	Iteration 341Q: 3 clusters Score -1.183932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -11839291.000000 Penalty: 1085.182373
	Iteration 342Q: 3 clusters Score -1.183929e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -11839237.000000 Penalty: 1085.182373
	Iteration 343Q: 3 clusters Score -1.183924e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102904 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -11839213.000000 Penalty: 1085.182373
	Iteration 344Q: 3 clusters Score -1.183921e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -11839195.000000 Penalty: 1085.182373
	Iteration 345Q: 3 clusters Score -1.18392e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -11839155.000000 Penalty: 1085.182373
	Iteration 346Q: 3 clusters Score -1.183916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -11839120.000000 Penalty: 1085.182373
	Iteration 347Q: 3 clusters Score -1.183912e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -11839085.000000 Penalty: 1085.182373
	Iteration 348Q: 3 clusters Score -1.183908e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -11839047.000000 Penalty: 1085.182373
	Iteration 349Q: 3 clusters Score -1.183905e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -11839052.000000 Penalty: 1085.182373
	Iteration 350Q: 3 clusters Score -1.183905e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -11839059.000000 Penalty: 1085.182373
	Iteration 351Q: 3 clusters Score -1.183906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103039 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -11839042.000000 Penalty: 1085.182373
	Iteration 352Q: 3 clusters Score -1.183904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -11839017.000000 Penalty: 1085.182373
	Iteration 353Q: 3 clusters Score -1.183902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -11838987.000000 Penalty: 1085.182373
	Iteration 354Q: 3 clusters Score -1.183899e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -11838994.000000 Penalty: 1085.182373
	Iteration 355Q: 3 clusters Score -1.183899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -11838955.000000 Penalty: 1085.182373
	Iteration 356Q: 3 clusters Score -1.183896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103102 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -11838948.000000 Penalty: 1085.182373
	Iteration 357Q: 3 clusters Score -1.183895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103106 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -11838924.000000 Penalty: 1085.182373
	Iteration 358Q: 3 clusters Score -1.183892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -11838941.000000 Penalty: 1085.182373
	Iteration 359Q: 3 clusters Score -1.183894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -11838898.000000 Penalty: 1085.182373
	Iteration 360F: 3 clusters Score -1.18389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103127 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -11838906.000000 Penalty: 1085.182373
	Iteration 361Q: 3 clusters Score -1.183891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -11838903.000000 Penalty: 1085.182373
	Iteration 362Q: 3 clusters Score -1.18389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -11838894.000000 Penalty: 1085.182373
	Iteration 363Q: 3 clusters Score -1.183889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -11838883.000000 Penalty: 1085.182373
	Iteration 364Q: 3 clusters Score -1.183888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103166 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -11838872.000000 Penalty: 1085.182373
	Iteration 365Q: 3 clusters Score -1.183887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -11838849.000000 Penalty: 1085.182373
	Iteration 366Q: 3 clusters Score -1.183885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -11838867.000000 Penalty: 1085.182373
	Iteration 367Q: 3 clusters Score -1.183887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -11838865.000000 Penalty: 1085.182373
	Iteration 368Q: 3 clusters Score -1.183886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -11838849.000000 Penalty: 1085.182373
	Iteration 369Q: 3 clusters Score -1.183885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -11838862.000000 Penalty: 1085.182373
	Iteration 370Q: 3 clusters Score -1.183886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -11838869.000000 Penalty: 1085.182373
	Iteration 371Q: 3 clusters Score -1.183887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103184 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -11838878.000000 Penalty: 1085.182373
	Iteration 372Q: 3 clusters Score -1.183888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103185 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -11838876.000000 Penalty: 1085.182373
	Iteration 373Q: 3 clusters Score -1.183888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -11838869.000000 Penalty: 1085.182373
	Iteration 374Q: 3 clusters Score -1.183887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -11838864.000000 Penalty: 1085.182373
	Iteration 375Q: 3 clusters Score -1.183886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -11838871.000000 Penalty: 1085.182373
	Iteration 376Q: 3 clusters Score -1.183887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -11838867.000000 Penalty: 1085.182373
	Iteration 377Q: 3 clusters Score -1.183887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -11838852.000000 Penalty: 1085.182373
	Iteration 378Q: 3 clusters Score -1.183885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -11838857.000000 Penalty: 1085.182373
	Iteration 379Q: 3 clusters Score -1.183886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -11838867.000000 Penalty: 1085.182373
	Iteration 380F: 3 clusters Score -1.183887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103219 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -11838864.000000 Penalty: 1085.182373
	Iteration 381Q: 3 clusters Score -1.183886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103221 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -11838864.000000 Penalty: 1085.182373
	Iteration 382Q: 3 clusters Score -1.183886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -11838857.000000 Penalty: 1085.182373
	Iteration 383Q: 3 clusters Score -1.183886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -11838847.000000 Penalty: 1085.182373
	Iteration 384Q: 3 clusters Score -1.183885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -11838845.000000 Penalty: 1085.182373
	Iteration 385Q: 3 clusters Score -1.183884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -11838837.000000 Penalty: 1085.182373
	Iteration 386Q: 3 clusters Score -1.183884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -11838837.000000 Penalty: 1085.182373
	Iteration 387Q: 3 clusters Score -1.183884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -11838837.000000 Penalty: 1085.182373
	Iteration 388Q: 3 clusters Score -1.183884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -11838836.000000 Penalty: 1085.182373
	Iteration 389Q: 3 clusters Score -1.183884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -11838840.000000 Penalty: 1085.182373
	Iteration 390Q: 3 clusters Score -1.183884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -11838846.000000 Penalty: 1085.182373
	Iteration 391Q: 3 clusters Score -1.183885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103249 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -11838847.000000 Penalty: 1085.182373
	Iteration 392Q: 3 clusters Score -1.183885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -11838833.000000 Penalty: 1085.182373
	Iteration 393Q: 3 clusters Score -1.183883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -11838835.000000 Penalty: 1085.182373
	Iteration 394Q: 3 clusters Score -1.183884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -11838822.000000 Penalty: 1085.182373
	Iteration 395Q: 3 clusters Score -1.183882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -11838816.000000 Penalty: 1085.182373
	Iteration 396Q: 3 clusters Score -1.183882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -11838812.000000 Penalty: 1085.182373
	Iteration 397Q: 3 clusters Score -1.183881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -11838809.000000 Penalty: 1085.182373
	Iteration 398Q: 3 clusters Score -1.183881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -11838815.000000 Penalty: 1085.182373
	Iteration 399Q: 3 clusters Score -1.183882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -11838808.000000 Penalty: 1085.182373
	Iteration 400F: 3 clusters Score -1.183881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -11838806.000000 Penalty: 1085.182373
	Iteration 401Q: 3 clusters Score -1.183881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103280 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -11838813.000000 Penalty: 1085.182373
	Iteration 402Q: 3 clusters Score -1.183881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -11838807.000000 Penalty: 1085.182373
	Iteration 403Q: 3 clusters Score -1.183881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -11838793.000000 Penalty: 1085.182373
	Iteration 404Q: 3 clusters Score -1.183879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -11838799.000000 Penalty: 1085.182373
	Iteration 405Q: 3 clusters Score -1.18388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -11838811.000000 Penalty: 1085.182373
	Iteration 406Q: 3 clusters Score -1.183881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -11838792.000000 Penalty: 1085.182373
	Iteration 407Q: 3 clusters Score -1.183879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -11838772.000000 Penalty: 1085.182373
	Iteration 408Q: 3 clusters Score -1.183877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -11838745.000000 Penalty: 1085.182373
	Iteration 409Q: 3 clusters Score -1.183874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -11838745.000000 Penalty: 1085.182373
	Iteration 410Q: 3 clusters Score -1.183874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -11838737.000000 Penalty: 1085.182373
	Iteration 411Q: 3 clusters Score -1.183874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -11838727.000000 Penalty: 1085.182373
	Iteration 412Q: 3 clusters Score -1.183873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -11838733.000000 Penalty: 1085.182373
	Iteration 413Q: 3 clusters Score -1.183873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -11838723.000000 Penalty: 1085.182373
	Iteration 414Q: 3 clusters Score -1.183872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -11838725.000000 Penalty: 1085.182373
	Iteration 415Q: 3 clusters Score -1.183872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -11838725.000000 Penalty: 1085.182373
	Iteration 416F: 3 clusters Score -1.183872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 133668 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Entering Unmasked Estep 
Score: -41783248.000000 Penalty: 12640.665039
Splitting cluster 1 changes total score from -41674712.000000 to -41783248.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (8530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Entering Unmasked Estep 
Score: -600861.375000 Penalty: 411.836182
	Iteration 0F: 2 clusters Score -600861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -595138.125000 Penalty: 823.672363
	Iteration 0F: 3 clusters Score -595138.1 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -597834.875000 Penalty: 823.672363
	Iteration 1F: 3 clusters Score -597834.9 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -598504.812500 Penalty: 823.672363
	Iteration 2F: 3 clusters Score -598504.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -599329.125000 Penalty: 823.672363
	Iteration 3F: 3 clusters Score -599329.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -599916.312500 Penalty: 823.672363
	Iteration 4F: 3 clusters Score -599916.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -600230.687500 Penalty: 823.672363
	Iteration 5Q: 3 clusters Score -600230.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -600455.187500 Penalty: 823.672363
	Iteration 6Q: 3 clusters Score -600455.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -600615.125000 Penalty: 823.672363
	Iteration 7Q: 3 clusters Score -600615.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -600772.187500 Penalty: 823.672363
	Iteration 8Q: 3 clusters Score -600772.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -601019.437500 Penalty: 823.672363
	Iteration 9Q: 3 clusters Score -601019.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -601447.500000 Penalty: 823.672363
	Iteration 10Q: 3 clusters Score -601447.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -602230.500000 Penalty: 823.672363
	Iteration 11Q: 3 clusters Score -602230.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -603125.187500 Penalty: 823.672363
	Iteration 12F: 3 clusters Score -603125.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -603597.750000 Penalty: 823.672363
	Iteration 13Q: 3 clusters Score -603597.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -603675.750000 Penalty: 823.672363
	Iteration 14Q: 3 clusters Score -603675.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -603688.687500 Penalty: 823.672363
	Iteration 15Q: 3 clusters Score -603688.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -603691.312500 Penalty: 823.672363
	Iteration 16Q: 3 clusters Score -603691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -603693.375000 Penalty: 823.672363
	Iteration 17Q: 3 clusters Score -603693.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -603695.062500 Penalty: 823.672363
	Iteration 18Q: 3 clusters Score -603695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -603694.250000 Penalty: 823.672363
	Iteration 19Q: 3 clusters Score -603694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -603694.062500 Penalty: 823.672363
	Iteration 20F: 3 clusters Score -603694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -603694.562500 Penalty: 823.672363
	Iteration 21Q: 3 clusters Score -603694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -603694.562500 Penalty: 823.672363
	Iteration 22F: 3 clusters Score -603694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 3622 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 133668 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Entering Unmasked Estep 
Score: -41786112.000000 Penalty: 13242.601562
Splitting cluster 2 changes total score from -41674712.000000 to -41786112.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 3 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -259503.265625 Penalty: 372.862549
	Iteration 0F: 2 clusters Score -259503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -256992.578125 Penalty: 745.725098
	Iteration 0F: 3 clusters Score -256992.6 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -258317.375000 Penalty: 745.725098
	Iteration 1F: 3 clusters Score -258317.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -259005.546875 Penalty: 745.725098
	Iteration 2F: 3 clusters Score -259005.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -259487.500000 Penalty: 745.725098
	Iteration 3F: 3 clusters Score -259487.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -259643.656250 Penalty: 745.725098
	Iteration 4F: 3 clusters Score -259643.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -259700.437500 Penalty: 745.725098
	Iteration 5Q: 3 clusters Score -259700.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -259733.531250 Penalty: 745.725098
	Iteration 6Q: 3 clusters Score -259733.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -259746.406250 Penalty: 745.725098
	Iteration 7Q: 3 clusters Score -259746.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -259752.796875 Penalty: 745.725098
	Iteration 8Q: 3 clusters Score -259752.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -259755.390625 Penalty: 745.725098
	Iteration 9Q: 3 clusters Score -259755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -259757.421875 Penalty: 745.725098
	Iteration 10Q: 3 clusters Score -259757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -259758.937500 Penalty: 745.725098
	Iteration 11Q: 3 clusters Score -259758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -259759.812500 Penalty: 745.725098
	Iteration 12Q: 3 clusters Score -259759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -259760.453125 Penalty: 745.725098
	Iteration 13Q: 3 clusters Score -259760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -259760.062500 Penalty: 745.725098
	Iteration 14Q: 3 clusters Score -259760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -259760.468750 Penalty: 745.725098
	Iteration 15Q: 3 clusters Score -259760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -259760.953125 Penalty: 745.725098
	Iteration 16Q: 3 clusters Score -259761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -259761.375000 Penalty: 745.725098
	Iteration 17Q: 3 clusters Score -259761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -259761.109375 Penalty: 745.725098
	Iteration 18Q: 3 clusters Score -259761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -259760.656250 Penalty: 745.725098
	Iteration 19Q: 3 clusters Score -259760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -259760.656250 Penalty: 745.725098
	Iteration 20F: 3 clusters Score -259760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 1015 members 
Mstep: Class 6 contains 133668 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Entering Unmasked Estep 
Score: -41786364.000000 Penalty: 13844.538086
Splitting cluster 3 changes total score from -41674712.000000 to -41786364.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (31518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Entering Unmasked Estep 
Score: -2354452.750000 Penalty: 471.303314
	Iteration 0F: 2 clusters Score -2354453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2333646.250000 Penalty: 942.606628
	Iteration 0F: 3 clusters Score -2333646 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2342741.750000 Penalty: 942.606628
	Iteration 1F: 3 clusters Score -2342742 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2343625.500000 Penalty: 942.606628
	Iteration 2F: 3 clusters Score -2343626 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2344643.500000 Penalty: 942.606628
	Iteration 3F: 3 clusters Score -2344644 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2345728.750000 Penalty: 942.606628
	Iteration 4F: 3 clusters Score -2345729 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2347021.750000 Penalty: 942.606628
	Iteration 5F: 3 clusters Score -2347022 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2348447.000000 Penalty: 942.606628
	Iteration 6F: 3 clusters Score -2348447 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2350094.000000 Penalty: 942.606628
	Iteration 7F: 3 clusters Score -2350094 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2351656.750000 Penalty: 942.606628
	Iteration 8F: 3 clusters Score -2351657 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2352680.250000 Penalty: 942.606628
	Iteration 9F: 3 clusters Score -2352680 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2353163.750000 Penalty: 942.606628
	Iteration 10Q: 3 clusters Score -2353164 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2353354.000000 Penalty: 942.606628
	Iteration 11Q: 3 clusters Score -2353354 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2353460.250000 Penalty: 942.606628
	Iteration 12Q: 3 clusters Score -2353460 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2353495.250000 Penalty: 942.606628
	Iteration 13Q: 3 clusters Score -2353495 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2353540.250000 Penalty: 942.606628
	Iteration 14Q: 3 clusters Score -2353540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2353552.500000 Penalty: 942.606628
	Iteration 15Q: 3 clusters Score -2353552 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2353563.250000 Penalty: 942.606628
	Iteration 16Q: 3 clusters Score -2353563 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2353569.500000 Penalty: 942.606628
	Iteration 17Q: 3 clusters Score -2353570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2353568.750000 Penalty: 942.606628
	Iteration 18Q: 3 clusters Score -2353569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2353572.000000 Penalty: 942.606628
	Iteration 19Q: 3 clusters Score -2353572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2353574.500000 Penalty: 942.606628
	Iteration 20F: 3 clusters Score -2353574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2353578.000000 Penalty: 942.606628
	Iteration 21Q: 3 clusters Score -2353578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2353572.250000 Penalty: 942.606628
	Iteration 22Q: 3 clusters Score -2353572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2353571.250000 Penalty: 942.606628
	Iteration 23Q: 3 clusters Score -2353571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2353577.750000 Penalty: 942.606628
	Iteration 24Q: 3 clusters Score -2353578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2353576.750000 Penalty: 942.606628
	Iteration 25Q: 3 clusters Score -2353577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2353570.500000 Penalty: 942.606628
	Iteration 26Q: 3 clusters Score -2353570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2353576.750000 Penalty: 942.606628
	Iteration 27Q: 3 clusters Score -2353577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2353573.500000 Penalty: 942.606628
	Iteration 28Q: 3 clusters Score -2353574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2353576.500000 Penalty: 942.606628
	Iteration 29Q: 3 clusters Score -2353576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2353576.250000 Penalty: 942.606628
	Iteration 30Q: 3 clusters Score -2353576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2353580.250000 Penalty: 942.606628
	Iteration 31Q: 3 clusters Score -2353580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2353582.000000 Penalty: 942.606628
	Iteration 32Q: 3 clusters Score -2353582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2353580.000000 Penalty: 942.606628
	Iteration 33Q: 3 clusters Score -2353580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2353579.750000 Penalty: 942.606628
	Iteration 34Q: 3 clusters Score -2353580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2353578.000000 Penalty: 942.606628
	Iteration 35Q: 3 clusters Score -2353578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2353578.750000 Penalty: 942.606628
	Iteration 36Q: 3 clusters Score -2353579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2353581.250000 Penalty: 942.606628
	Iteration 37Q: 3 clusters Score -2353581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2353575.750000 Penalty: 942.606628
	Iteration 38Q: 3 clusters Score -2353576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2353578.500000 Penalty: 942.606628
	Iteration 39Q: 3 clusters Score -2353578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2353577.750000 Penalty: 942.606628
	Iteration 40F: 3 clusters Score -2353578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2353580.750000 Penalty: 942.606628
	Iteration 41Q: 3 clusters Score -2353581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2353580.000000 Penalty: 942.606628
	Iteration 42Q: 3 clusters Score -2353580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2353579.000000 Penalty: 942.606628
	Iteration 43Q: 3 clusters Score -2353579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2353577.500000 Penalty: 942.606628
	Iteration 44Q: 3 clusters Score -2353578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2353579.250000 Penalty: 942.606628
	Iteration 45Q: 3 clusters Score -2353579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2353577.750000 Penalty: 942.606628
	Iteration 46Q: 3 clusters Score -2353578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2353578.250000 Penalty: 942.606628
	Iteration 47Q: 3 clusters Score -2353578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2353581.000000 Penalty: 942.606628
	Iteration 48Q: 3 clusters Score -2353581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2353581.250000 Penalty: 942.606628
	Iteration 49Q: 3 clusters Score -2353581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2353580.750000 Penalty: 942.606628
	Iteration 50Q: 3 clusters Score -2353581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2353579.750000 Penalty: 942.606628
	Iteration 51Q: 3 clusters Score -2353580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2353582.000000 Penalty: 942.606628
	Iteration 52Q: 3 clusters Score -2353582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2353580.500000 Penalty: 942.606628
	Iteration 53Q: 3 clusters Score -2353580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2353579.000000 Penalty: 942.606628
	Iteration 54Q: 3 clusters Score -2353579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2353580.000000 Penalty: 942.606628
	Iteration 55Q: 3 clusters Score -2353580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2353579.500000 Penalty: 942.606628
	Iteration 56Q: 3 clusters Score -2353580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2353581.250000 Penalty: 942.606628
	Iteration 57Q: 3 clusters Score -2353581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2353584.250000 Penalty: 942.606628
	Iteration 58Q: 3 clusters Score -2353584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2353581.250000 Penalty: 942.606628
	Iteration 59Q: 3 clusters Score -2353581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2353578.750000 Penalty: 942.606628
	Iteration 60F: 3 clusters Score -2353579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2353578.500000 Penalty: 942.606628
	Iteration 61Q: 3 clusters Score -2353578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2353578.500000 Penalty: 942.606628
	Iteration 62Q: 3 clusters Score -2353578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2353577.250000 Penalty: 942.606628
	Iteration 63Q: 3 clusters Score -2353577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2353579.500000 Penalty: 942.606628
	Iteration 64Q: 3 clusters Score -2353580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2353580.000000 Penalty: 942.606628
	Iteration 65Q: 3 clusters Score -2353580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2353582.500000 Penalty: 942.606628
	Iteration 66Q: 3 clusters Score -2353582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2353581.250000 Penalty: 942.606628
	Iteration 67Q: 3 clusters Score -2353581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2353582.250000 Penalty: 942.606628
	Iteration 68Q: 3 clusters Score -2353582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2353583.750000 Penalty: 942.606628
	Iteration 69Q: 3 clusters Score -2353584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2353582.500000 Penalty: 942.606628
	Iteration 70Q: 3 clusters Score -2353582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2353582.500000 Penalty: 942.606628
	Iteration 71Q: 3 clusters Score -2353582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2353582.500000 Penalty: 942.606628
	Iteration 72F: 3 clusters Score -2353582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -26886.603516 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -26886.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -26263.416016 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -26263.42 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -27623.921875 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -27623.92 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -27985.902344 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -27985.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28070.570312 Penalty: 629.960571
	Iteration 3Q: 3 clusters Score -28070.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28107.626953 Penalty: 629.960571
	Iteration 4Q: 3 clusters Score -28107.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28125.718750 Penalty: 629.960571
	Iteration 5Q: 3 clusters Score -28125.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28131.281250 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -28131.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28132.412109 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -28132.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -28132.412109 Penalty: 629.960571
	Iteration 8F: 3 clusters Score -28132.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 133668 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Entering Unmasked Estep 
Score: -41787420.000000 Penalty: 14446.474609
Splitting cluster 5 changes total score from -41674712.000000 to -41787420.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (133668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133668 members 
Entering Unmasked Estep 
Score: -10373515.000000 Penalty: 537.041687
	Iteration 0F: 2 clusters Score -1.037352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -10406906.000000 Penalty: 1074.083374
	Iteration 0F: 3 clusters Score -1.040691e+07 nChanged 65567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -10464902.000000 Penalty: 1074.083374
	Iteration 1F: 3 clusters Score -1.04649e+07 nChanged 27721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -10458258.000000 Penalty: 1074.083374
	Iteration 2F: 3 clusters Score -1.045826e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -10464448.000000 Penalty: 1074.083374
	Iteration 3F: 3 clusters Score -1.046445e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -10468444.000000 Penalty: 1074.083374
	Iteration 4F: 3 clusters Score -1.046844e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -10471441.000000 Penalty: 1074.083374
	Iteration 5F: 3 clusters Score -1.047144e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73400 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -10472919.000000 Penalty: 1074.083374
	Iteration 6Q: 3 clusters Score -1.047292e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -10474058.000000 Penalty: 1074.083374
	Iteration 7Q: 3 clusters Score -1.047406e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -10475111.000000 Penalty: 1074.083374
	Iteration 8Q: 3 clusters Score -1.047511e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -10476192.000000 Penalty: 1074.083374
	Iteration 9Q: 3 clusters Score -1.047619e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -10477187.000000 Penalty: 1074.083374
	Iteration 10Q: 3 clusters Score -1.047719e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -10478201.000000 Penalty: 1074.083374
	Iteration 11Q: 3 clusters Score -1.04782e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -10479210.000000 Penalty: 1074.083374
	Iteration 12Q: 3 clusters Score -1.047921e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -10480046.000000 Penalty: 1074.083374
	Iteration 13Q: 3 clusters Score -1.048005e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -10480999.000000 Penalty: 1074.083374
	Iteration 14Q: 3 clusters Score -1.0481e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -10481868.000000 Penalty: 1074.083374
	Iteration 15Q: 3 clusters Score -1.048187e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -10482603.000000 Penalty: 1074.083374
	Iteration 16Q: 3 clusters Score -1.04826e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -10483483.000000 Penalty: 1074.083374
	Iteration 17Q: 3 clusters Score -1.048348e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -10484254.000000 Penalty: 1074.083374
	Iteration 18Q: 3 clusters Score -1.048425e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -10485108.000000 Penalty: 1074.083374
	Iteration 19Q: 3 clusters Score -1.048511e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -10485797.000000 Penalty: 1074.083374
	Iteration 20F: 3 clusters Score -1.04858e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -10486408.000000 Penalty: 1074.083374
	Iteration 21Q: 3 clusters Score -1.048641e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -10486957.000000 Penalty: 1074.083374
	Iteration 22Q: 3 clusters Score -1.048696e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -10487400.000000 Penalty: 1074.083374
	Iteration 23Q: 3 clusters Score -1.04874e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -10487755.000000 Penalty: 1074.083374
	Iteration 24Q: 3 clusters Score -1.048776e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -10488179.000000 Penalty: 1074.083374
	Iteration 25Q: 3 clusters Score -1.048818e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -10488622.000000 Penalty: 1074.083374
	Iteration 26Q: 3 clusters Score -1.048862e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -10489021.000000 Penalty: 1074.083374
	Iteration 27Q: 3 clusters Score -1.048902e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -10489289.000000 Penalty: 1074.083374
	Iteration 28Q: 3 clusters Score -1.048929e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -10489511.000000 Penalty: 1074.083374
	Iteration 29Q: 3 clusters Score -1.048951e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -10489739.000000 Penalty: 1074.083374
	Iteration 30Q: 3 clusters Score -1.048974e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -10489900.000000 Penalty: 1074.083374
	Iteration 31Q: 3 clusters Score -1.04899e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -10490136.000000 Penalty: 1074.083374
	Iteration 32Q: 3 clusters Score -1.049014e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -10490292.000000 Penalty: 1074.083374
	Iteration 33Q: 3 clusters Score -1.049029e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -10490341.000000 Penalty: 1074.083374
	Iteration 34Q: 3 clusters Score -1.049034e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -10490460.000000 Penalty: 1074.083374
	Iteration 35Q: 3 clusters Score -1.049046e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -10490543.000000 Penalty: 1074.083374
	Iteration 36Q: 3 clusters Score -1.049054e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -10490625.000000 Penalty: 1074.083374
	Iteration 37Q: 3 clusters Score -1.049062e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -10490723.000000 Penalty: 1074.083374
	Iteration 38Q: 3 clusters Score -1.049072e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -10490732.000000 Penalty: 1074.083374
	Iteration 39Q: 3 clusters Score -1.049073e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75565 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -10490806.000000 Penalty: 1074.083374
	Iteration 40F: 3 clusters Score -1.049081e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -10490880.000000 Penalty: 1074.083374
	Iteration 41Q: 3 clusters Score -1.049088e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -10490902.000000 Penalty: 1074.083374
	Iteration 42Q: 3 clusters Score -1.04909e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -10490970.000000 Penalty: 1074.083374
	Iteration 43Q: 3 clusters Score -1.049097e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -10491059.000000 Penalty: 1074.083374
	Iteration 44Q: 3 clusters Score -1.049106e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -10491098.000000 Penalty: 1074.083374
	Iteration 45Q: 3 clusters Score -1.04911e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -10491129.000000 Penalty: 1074.083374
	Iteration 46Q: 3 clusters Score -1.049113e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -10491138.000000 Penalty: 1074.083374
	Iteration 47Q: 3 clusters Score -1.049114e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -10491118.000000 Penalty: 1074.083374
	Iteration 48Q: 3 clusters Score -1.049112e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -10491157.000000 Penalty: 1074.083374
	Iteration 49Q: 3 clusters Score -1.049116e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -10491222.000000 Penalty: 1074.083374
	Iteration 50Q: 3 clusters Score -1.049122e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -10491259.000000 Penalty: 1074.083374
	Iteration 51Q: 3 clusters Score -1.049126e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 57853 members 
Entering Unmasked Estep 
Score: -10491289.000000 Penalty: 1074.083374
	Iteration 52Q: 3 clusters Score -1.049129e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -10491288.000000 Penalty: 1074.083374
	Iteration 53Q: 3 clusters Score -1.049129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -10491278.000000 Penalty: 1074.083374
	Iteration 54Q: 3 clusters Score -1.049128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -10491268.000000 Penalty: 1074.083374
	Iteration 55Q: 3 clusters Score -1.049127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -10491256.000000 Penalty: 1074.083374
	Iteration 56Q: 3 clusters Score -1.049126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -10491247.000000 Penalty: 1074.083374
	Iteration 57Q: 3 clusters Score -1.049125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -10491251.000000 Penalty: 1074.083374
	Iteration 58Q: 3 clusters Score -1.049125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -10491217.000000 Penalty: 1074.083374
	Iteration 59Q: 3 clusters Score -1.049122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 57906 members 
Entering Unmasked Estep 
Score: -10491176.000000 Penalty: 1074.083374
	Iteration 60F: 3 clusters Score -1.049118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -10491185.000000 Penalty: 1074.083374
	Iteration 61Q: 3 clusters Score -1.049118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -10491190.000000 Penalty: 1074.083374
	Iteration 62Q: 3 clusters Score -1.049119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75734 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -10491180.000000 Penalty: 1074.083374
	Iteration 63Q: 3 clusters Score -1.049118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -10491183.000000 Penalty: 1074.083374
	Iteration 64Q: 3 clusters Score -1.049118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75721 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -10491168.000000 Penalty: 1074.083374
	Iteration 65Q: 3 clusters Score -1.049117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -10491142.000000 Penalty: 1074.083374
	Iteration 66Q: 3 clusters Score -1.049114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -10491134.000000 Penalty: 1074.083374
	Iteration 67Q: 3 clusters Score -1.049113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -10491136.000000 Penalty: 1074.083374
	Iteration 68Q: 3 clusters Score -1.049114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -10491148.000000 Penalty: 1074.083374
	Iteration 69Q: 3 clusters Score -1.049115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -10491157.000000 Penalty: 1074.083374
	Iteration 70Q: 3 clusters Score -1.049116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -10491149.000000 Penalty: 1074.083374
	Iteration 71Q: 3 clusters Score -1.049115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75717 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -10491149.000000 Penalty: 1074.083374
	Iteration 72F: 3 clusters Score -1.049115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Entering Unmasked Estep 
Score: -41905028.000000 Penalty: 15048.411133
Splitting cluster 6 changes total score from -41674712.000000 to -41905028.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -190067.093750 Penalty: 359.123566
	Iteration 0F: 2 clusters Score -190067.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -188208.546875 Penalty: 718.247131
	Iteration 0F: 3 clusters Score -188208.5 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -188873.812500 Penalty: 718.247131
	Iteration 1F: 3 clusters Score -188873.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -189026.984375 Penalty: 718.247131
	Iteration 2F: 3 clusters Score -189027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -189182.453125 Penalty: 718.247131
	Iteration 3F: 3 clusters Score -189182.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -189336.765625 Penalty: 718.247131
	Iteration 4F: 3 clusters Score -189336.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -189474.234375 Penalty: 718.247131
	Iteration 5Q: 3 clusters Score -189474.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -189619.781250 Penalty: 718.247131
	Iteration 6F: 3 clusters Score -189619.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -189747.562500 Penalty: 718.247131
	Iteration 7Q: 3 clusters Score -189747.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -189867.703125 Penalty: 718.247131
	Iteration 8Q: 3 clusters Score -189867.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -189966.281250 Penalty: 718.247131
	Iteration 9Q: 3 clusters Score -189966.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -190030.921875 Penalty: 718.247131
	Iteration 10Q: 3 clusters Score -190030.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -190070.015625 Penalty: 718.247131
	Iteration 11Q: 3 clusters Score -190070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -190115.203125 Penalty: 718.247131
	Iteration 12Q: 3 clusters Score -190115.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -190160.812500 Penalty: 718.247131
	Iteration 13Q: 3 clusters Score -190160.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -190197.328125 Penalty: 718.247131
	Iteration 14Q: 3 clusters Score -190197.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -190225.171875 Penalty: 718.247131
	Iteration 15Q: 3 clusters Score -190225.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -190242.671875 Penalty: 718.247131
	Iteration 16Q: 3 clusters Score -190242.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -190254.843750 Penalty: 718.247131
	Iteration 17Q: 3 clusters Score -190254.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -190262.359375 Penalty: 718.247131
	Iteration 18Q: 3 clusters Score -190262.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -190268.078125 Penalty: 718.247131
	Iteration 19Q: 3 clusters Score -190268.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -190277.250000 Penalty: 718.247131
	Iteration 20F: 3 clusters Score -190277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -190291.140625 Penalty: 718.247131
	Iteration 21Q: 3 clusters Score -190291.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190301.046875 Penalty: 718.247131
	Iteration 22Q: 3 clusters Score -190301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190308.421875 Penalty: 718.247131
	Iteration 23Q: 3 clusters Score -190308.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -190313.875000 Penalty: 718.247131
	Iteration 24Q: 3 clusters Score -190313.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -190317.484375 Penalty: 718.247131
	Iteration 25Q: 3 clusters Score -190317.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -190319.812500 Penalty: 718.247131
	Iteration 26Q: 3 clusters Score -190319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -190321.984375 Penalty: 718.247131
	Iteration 27Q: 3 clusters Score -190322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -190322.859375 Penalty: 718.247131
	Iteration 28Q: 3 clusters Score -190322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190324.281250 Penalty: 718.247131
	Iteration 29Q: 3 clusters Score -190324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190325.562500 Penalty: 718.247131
	Iteration 30Q: 3 clusters Score -190325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -190325.921875 Penalty: 718.247131
	Iteration 31Q: 3 clusters Score -190325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190326.421875 Penalty: 718.247131
	Iteration 32Q: 3 clusters Score -190326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190327.062500 Penalty: 718.247131
	Iteration 33Q: 3 clusters Score -190327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190327.671875 Penalty: 718.247131
	Iteration 34Q: 3 clusters Score -190327.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -190327.937500 Penalty: 718.247131
	Iteration 35Q: 3 clusters Score -190327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190328.031250 Penalty: 718.247131
	Iteration 36Q: 3 clusters Score -190328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -190328.031250 Penalty: 718.247131
	Iteration 37F: 3 clusters Score -190328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Entering Unmasked Estep 
Score: -41905116.000000 Penalty: 15650.346680
Splitting cluster 7 changes total score from -41674712.000000 to -41905116.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -35298.207031 Penalty: 285.501678
	Iteration 0F: 2 clusters Score -35298.21 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 267 members 
Entering Unmasked Estep 
Score: -34836.250000 Penalty: 571.003357
	Iteration 0F: 3 clusters Score -34836.25 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35103.824219 Penalty: 571.003357
	Iteration 1F: 3 clusters Score -35103.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35153.710938 Penalty: 571.003357
	Iteration 2F: 3 clusters Score -35153.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35182.160156 Penalty: 571.003357
	Iteration 3Q: 3 clusters Score -35182.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35200.425781 Penalty: 571.003357
	Iteration 4Q: 3 clusters Score -35200.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35210.847656 Penalty: 571.003357
	Iteration 5Q: 3 clusters Score -35210.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35217.761719 Penalty: 571.003357
	Iteration 6Q: 3 clusters Score -35217.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35219.691406 Penalty: 571.003357
	Iteration 7Q: 3 clusters Score -35219.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35219.960938 Penalty: 571.003357
	Iteration 8Q: 3 clusters Score -35219.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35219.960938 Penalty: 571.003357
	Iteration 9F: 3 clusters Score -35219.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -88570.898438 Penalty: 327.141479
	Iteration 0F: 2 clusters Score -88570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -87586.828125 Penalty: 654.282959
	Iteration 0F: 3 clusters Score -87586.83 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -87931.148438 Penalty: 654.282959
	Iteration 1F: 3 clusters Score -87931.15 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -88071.179688 Penalty: 654.282959
	Iteration 2F: 3 clusters Score -88071.18 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88242.132812 Penalty: 654.282959
	Iteration 3F: 3 clusters Score -88242.13 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88399.187500 Penalty: 654.282959
	Iteration 4F: 3 clusters Score -88399.19 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88511.992188 Penalty: 654.282959
	Iteration 5F: 3 clusters Score -88511.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88554.921875 Penalty: 654.282959
	Iteration 6Q: 3 clusters Score -88554.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -88585.890625 Penalty: 654.282959
	Iteration 7Q: 3 clusters Score -88585.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88602.828125 Penalty: 654.282959
	Iteration 8Q: 3 clusters Score -88602.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88624.007812 Penalty: 654.282959
	Iteration 9Q: 3 clusters Score -88624.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -88638.437500 Penalty: 654.282959
	Iteration 10Q: 3 clusters Score -88638.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -88657.148438 Penalty: 654.282959
	Iteration 11Q: 3 clusters Score -88657.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88678.445312 Penalty: 654.282959
	Iteration 12Q: 3 clusters Score -88678.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88691.945312 Penalty: 654.282959
	Iteration 13Q: 3 clusters Score -88691.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88698.445312 Penalty: 654.282959
	Iteration 14Q: 3 clusters Score -88698.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88707.812500 Penalty: 654.282959
	Iteration 15Q: 3 clusters Score -88707.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -88719.164062 Penalty: 654.282959
	Iteration 16Q: 3 clusters Score -88719.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88728.210938 Penalty: 654.282959
	Iteration 17Q: 3 clusters Score -88728.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -88740.476562 Penalty: 654.282959
	Iteration 18Q: 3 clusters Score -88740.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88759.976562 Penalty: 654.282959
	Iteration 19Q: 3 clusters Score -88759.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -88771.734375 Penalty: 654.282959
	Iteration 20F: 3 clusters Score -88771.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88778.445312 Penalty: 654.282959
	Iteration 21Q: 3 clusters Score -88778.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -88781.195312 Penalty: 654.282959
	Iteration 22Q: 3 clusters Score -88781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88782.500000 Penalty: 654.282959
	Iteration 23Q: 3 clusters Score -88782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88783.609375 Penalty: 654.282959
	Iteration 24Q: 3 clusters Score -88783.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -88785.867188 Penalty: 654.282959
	Iteration 25Q: 3 clusters Score -88785.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -88786.671875 Penalty: 654.282959
	Iteration 26Q: 3 clusters Score -88786.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -88786.789062 Penalty: 654.282959
	Iteration 27Q: 3 clusters Score -88786.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -88789.007812 Penalty: 654.282959
	Iteration 28Q: 3 clusters Score -88789.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -88793.000000 Penalty: 654.282959
	Iteration 29Q: 3 clusters Score -88793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -88795.882812 Penalty: 654.282959
	Iteration 30Q: 3 clusters Score -88795.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -88798.414062 Penalty: 654.282959
	Iteration 31Q: 3 clusters Score -88798.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -88801.937500 Penalty: 654.282959
	Iteration 32Q: 3 clusters Score -88801.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -88807.031250 Penalty: 654.282959
	Iteration 33Q: 3 clusters Score -88807.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -88813.093750 Penalty: 654.282959
	Iteration 34Q: 3 clusters Score -88813.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -88816.976562 Penalty: 654.282959
	Iteration 35Q: 3 clusters Score -88816.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -88823.281250 Penalty: 654.282959
	Iteration 36Q: 3 clusters Score -88823.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -88834.734375 Penalty: 654.282959
	Iteration 37Q: 3 clusters Score -88834.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -88846.203125 Penalty: 654.282959
	Iteration 38Q: 3 clusters Score -88846.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -88852.703125 Penalty: 654.282959
	Iteration 39Q: 3 clusters Score -88852.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -88860.453125 Penalty: 654.282959
	Iteration 40F: 3 clusters Score -88860.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88867.773438 Penalty: 654.282959
	Iteration 41Q: 3 clusters Score -88867.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -88873.148438 Penalty: 654.282959
	Iteration 42Q: 3 clusters Score -88873.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88879.281250 Penalty: 654.282959
	Iteration 43Q: 3 clusters Score -88879.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -88882.843750 Penalty: 654.282959
	Iteration 44Q: 3 clusters Score -88882.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88884.335938 Penalty: 654.282959
	Iteration 45Q: 3 clusters Score -88884.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -88886.804688 Penalty: 654.282959
	Iteration 46Q: 3 clusters Score -88886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -88889.765625 Penalty: 654.282959
	Iteration 47Q: 3 clusters Score -88889.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -88890.101562 Penalty: 654.282959
	Iteration 48Q: 3 clusters Score -88890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -88890.703125 Penalty: 654.282959
	Iteration 49Q: 3 clusters Score -88890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -88890.695312 Penalty: 654.282959
	Iteration 50Q: 3 clusters Score -88890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88891.859375 Penalty: 654.282959
	Iteration 51Q: 3 clusters Score -88891.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -88892.195312 Penalty: 654.282959
	Iteration 52Q: 3 clusters Score -88892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -88892.195312 Penalty: 654.282959
	Iteration 53F: 3 clusters Score -88892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 2772 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Entering Unmasked Estep 
Score: -41905244.000000 Penalty: 16252.283203
Splitting cluster 10 changes total score from -41674712.000000 to -41905244.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -185250.718750 Penalty: 360.693268
	Iteration 0F: 2 clusters Score -185250.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -183334.093750 Penalty: 721.386536
	Iteration 0F: 3 clusters Score -183334.1 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -184308.765625 Penalty: 721.386536
	Iteration 1F: 3 clusters Score -184308.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -184775.140625 Penalty: 721.386536
	Iteration 2F: 3 clusters Score -184775.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -185288.953125 Penalty: 721.386536
	Iteration 3F: 3 clusters Score -185289 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -185681.843750 Penalty: 721.386536
	Iteration 4F: 3 clusters Score -185681.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -185965.656250 Penalty: 721.386536
	Iteration 5F: 3 clusters Score -185965.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -186091.578125 Penalty: 721.386536
	Iteration 6F: 3 clusters Score -186091.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -186153.515625 Penalty: 721.386536
	Iteration 7Q: 3 clusters Score -186153.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -186177.421875 Penalty: 721.386536
	Iteration 8Q: 3 clusters Score -186177.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -186191.734375 Penalty: 721.386536
	Iteration 9Q: 3 clusters Score -186191.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -186199.359375 Penalty: 721.386536
	Iteration 10Q: 3 clusters Score -186199.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -186201.921875 Penalty: 721.386536
	Iteration 11Q: 3 clusters Score -186201.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186205.140625 Penalty: 721.386536
	Iteration 12Q: 3 clusters Score -186205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -186209.875000 Penalty: 721.386536
	Iteration 13Q: 3 clusters Score -186209.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -186222.125000 Penalty: 721.386536
	Iteration 14Q: 3 clusters Score -186222.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -186247.671875 Penalty: 721.386536
	Iteration 15Q: 3 clusters Score -186247.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186268.437500 Penalty: 721.386536
	Iteration 16Q: 3 clusters Score -186268.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -186288.734375 Penalty: 721.386536
	Iteration 17Q: 3 clusters Score -186288.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -186300.546875 Penalty: 721.386536
	Iteration 18Q: 3 clusters Score -186300.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -186307.343750 Penalty: 721.386536
	Iteration 19Q: 3 clusters Score -186307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -186314.468750 Penalty: 721.386536
	Iteration 20F: 3 clusters Score -186314.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -186321.265625 Penalty: 721.386536
	Iteration 21Q: 3 clusters Score -186321.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -186323.406250 Penalty: 721.386536
	Iteration 22Q: 3 clusters Score -186323.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -186325.203125 Penalty: 721.386536
	Iteration 23Q: 3 clusters Score -186325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186326.781250 Penalty: 721.386536
	Iteration 24Q: 3 clusters Score -186326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -186328.406250 Penalty: 721.386536
	Iteration 25Q: 3 clusters Score -186328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186330.890625 Penalty: 721.386536
	Iteration 26Q: 3 clusters Score -186330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186330.953125 Penalty: 721.386536
	Iteration 27Q: 3 clusters Score -186331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -186331.656250 Penalty: 721.386536
	Iteration 28Q: 3 clusters Score -186331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -186331.703125 Penalty: 721.386536
	Iteration 29Q: 3 clusters Score -186331.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -186332.031250 Penalty: 721.386536
	Iteration 30Q: 3 clusters Score -186332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -186331.984375 Penalty: 721.386536
	Iteration 31Q: 3 clusters Score -186332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -186331.984375 Penalty: 721.386536
	Iteration 32F: 3 clusters Score -186332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 46969 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Entering Unmasked Estep 
Score: -41906268.000000 Penalty: 16854.220703
Splitting cluster 11 changes total score from -41674712.000000 to -41906268.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (46969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Entering Unmasked Estep 
Score: -3546461.250000 Penalty: 489.454559
	Iteration 0F: 2 clusters Score -3546461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3517773.000000 Penalty: 978.909119
	Iteration 0F: 3 clusters Score -3517773 nChanged 22797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3531698.000000 Penalty: 978.909119
	Iteration 1F: 3 clusters Score -3531698 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3533310.000000 Penalty: 978.909119
	Iteration 2F: 3 clusters Score -3533310 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -3535722.750000 Penalty: 978.909119
	Iteration 3F: 3 clusters Score -3535723 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3538647.000000 Penalty: 978.909119
	Iteration 4F: 3 clusters Score -3538647 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -3541968.750000 Penalty: 978.909119
	Iteration 5F: 3 clusters Score -3541969 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -3546633.750000 Penalty: 978.909119
	Iteration 6F: 3 clusters Score -3546634 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3551553.500000 Penalty: 978.909119
	Iteration 7Q: 3 clusters Score -3551554 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3553542.750000 Penalty: 978.909119
	Iteration 8F: 3 clusters Score -3553543 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -3555348.500000 Penalty: 978.909119
	Iteration 9Q: 3 clusters Score -3555348 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3557152.250000 Penalty: 978.909119
	Iteration 10Q: 3 clusters Score -3557152 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -3558936.500000 Penalty: 978.909119
	Iteration 11Q: 3 clusters Score -3558936 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3560615.250000 Penalty: 978.909119
	Iteration 12Q: 3 clusters Score -3560615 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -3562337.000000 Penalty: 978.909119
	Iteration 13Q: 3 clusters Score -3562337 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3563618.500000 Penalty: 978.909119
	Iteration 14Q: 3 clusters Score -3563618 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3564359.500000 Penalty: 978.909119
	Iteration 15Q: 3 clusters Score -3564360 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3564834.250000 Penalty: 978.909119
	Iteration 16Q: 3 clusters Score -3564834 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3565148.750000 Penalty: 978.909119
	Iteration 17Q: 3 clusters Score -3565149 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3565378.250000 Penalty: 978.909119
	Iteration 18Q: 3 clusters Score -3565378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3565530.500000 Penalty: 978.909119
	Iteration 19Q: 3 clusters Score -3565530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3566392.750000 Penalty: 978.909119
	Iteration 20F: 3 clusters Score -3566393 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3567856.250000 Penalty: 978.909119
	Iteration 21Q: 3 clusters Score -3567856 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3570260.000000 Penalty: 978.909119
	Iteration 22Q: 3 clusters Score -3570260 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3574472.500000 Penalty: 978.909119
	Iteration 23Q: 3 clusters Score -3574472 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3579986.750000 Penalty: 978.909119
	Iteration 24Q: 3 clusters Score -3579987 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3583757.500000 Penalty: 978.909119
	Iteration 25Q: 3 clusters Score -3583758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3583871.000000 Penalty: 978.909119
	Iteration 26Q: 3 clusters Score -3583871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3583881.500000 Penalty: 978.909119
	Iteration 27Q: 3 clusters Score -3583882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3583881.500000 Penalty: 978.909119
	Iteration 28F: 3 clusters Score -3583882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Entering Unmasked Estep 
Score: -41943520.000000 Penalty: 17456.156250
Splitting cluster 12 changes total score from -41674712.000000 to -41943520.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -72458.156250 Penalty: 327.822601
	Iteration 0F: 2 clusters Score -72458.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -71497.460938 Penalty: 655.645203
	Iteration 0F: 3 clusters Score -71497.46 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72031.710938 Penalty: 655.645203
	Iteration 1F: 3 clusters Score -72031.71 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72365.515625 Penalty: 655.645203
	Iteration 2F: 3 clusters Score -72365.52 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -72625.914062 Penalty: 655.645203
	Iteration 3F: 3 clusters Score -72625.91 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -72724.148438 Penalty: 655.645203
	Iteration 4F: 3 clusters Score -72724.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -72768.757812 Penalty: 655.645203
	Iteration 5Q: 3 clusters Score -72768.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72798.515625 Penalty: 655.645203
	Iteration 6Q: 3 clusters Score -72798.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72843.953125 Penalty: 655.645203
	Iteration 7Q: 3 clusters Score -72843.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -72880.062500 Penalty: 655.645203
	Iteration 8Q: 3 clusters Score -72880.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72898.367188 Penalty: 655.645203
	Iteration 9Q: 3 clusters Score -72898.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -72916.796875 Penalty: 655.645203
	Iteration 10Q: 3 clusters Score -72916.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -72930.726562 Penalty: 655.645203
	Iteration 11Q: 3 clusters Score -72930.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -72940.578125 Penalty: 655.645203
	Iteration 12Q: 3 clusters Score -72940.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -72953.351562 Penalty: 655.645203
	Iteration 13Q: 3 clusters Score -72953.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72964.835938 Penalty: 655.645203
	Iteration 14Q: 3 clusters Score -72964.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72983.054688 Penalty: 655.645203
	Iteration 15Q: 3 clusters Score -72983.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -72997.343750 Penalty: 655.645203
	Iteration 16Q: 3 clusters Score -72997.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -73009.507812 Penalty: 655.645203
	Iteration 17Q: 3 clusters Score -73009.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -73019.851562 Penalty: 655.645203
	Iteration 18Q: 3 clusters Score -73019.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -73025.625000 Penalty: 655.645203
	Iteration 19Q: 3 clusters Score -73025.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73043.835938 Penalty: 655.645203
	Iteration 20F: 3 clusters Score -73043.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73065.359375 Penalty: 655.645203
	Iteration 21Q: 3 clusters Score -73065.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73087.500000 Penalty: 655.645203
	Iteration 22Q: 3 clusters Score -73087.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73096.382812 Penalty: 655.645203
	Iteration 23Q: 3 clusters Score -73096.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73101.945312 Penalty: 655.645203
	Iteration 24Q: 3 clusters Score -73101.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -73112.304688 Penalty: 655.645203
	Iteration 25Q: 3 clusters Score -73112.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -73121.171875 Penalty: 655.645203
	Iteration 26Q: 3 clusters Score -73121.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73125.187500 Penalty: 655.645203
	Iteration 27Q: 3 clusters Score -73125.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -73130.242188 Penalty: 655.645203
	Iteration 28Q: 3 clusters Score -73130.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -73134.773438 Penalty: 655.645203
	Iteration 29Q: 3 clusters Score -73134.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73138.429688 Penalty: 655.645203
	Iteration 30Q: 3 clusters Score -73138.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73145.140625 Penalty: 655.645203
	Iteration 31Q: 3 clusters Score -73145.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73158.539062 Penalty: 655.645203
	Iteration 32Q: 3 clusters Score -73158.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -73168.851562 Penalty: 655.645203
	Iteration 33Q: 3 clusters Score -73168.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -73174.992188 Penalty: 655.645203
	Iteration 34Q: 3 clusters Score -73174.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73184.093750 Penalty: 655.645203
	Iteration 35Q: 3 clusters Score -73184.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73199.203125 Penalty: 655.645203
	Iteration 36Q: 3 clusters Score -73199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73213.437500 Penalty: 655.645203
	Iteration 37Q: 3 clusters Score -73213.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73218.523438 Penalty: 655.645203
	Iteration 38Q: 3 clusters Score -73218.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73223.015625 Penalty: 655.645203
	Iteration 39Q: 3 clusters Score -73223.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73230.984375 Penalty: 655.645203
	Iteration 40F: 3 clusters Score -73230.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73244.351562 Penalty: 655.645203
	Iteration 41Q: 3 clusters Score -73244.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -73270.375000 Penalty: 655.645203
	Iteration 42Q: 3 clusters Score -73270.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73304.648438 Penalty: 655.645203
	Iteration 43Q: 3 clusters Score -73304.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73342.250000 Penalty: 655.645203
	Iteration 44Q: 3 clusters Score -73342.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73366.875000 Penalty: 655.645203
	Iteration 45Q: 3 clusters Score -73366.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -73381.257812 Penalty: 655.645203
	Iteration 46Q: 3 clusters Score -73381.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -73386.421875 Penalty: 655.645203
	Iteration 47Q: 3 clusters Score -73386.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -73392.226562 Penalty: 655.645203
	Iteration 48Q: 3 clusters Score -73392.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -73407.867188 Penalty: 655.645203
	Iteration 49Q: 3 clusters Score -73407.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73418.539062 Penalty: 655.645203
	Iteration 50Q: 3 clusters Score -73418.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -73421.992188 Penalty: 655.645203
	Iteration 51Q: 3 clusters Score -73421.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -73427.492188 Penalty: 655.645203
	Iteration 52Q: 3 clusters Score -73427.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73428.242188 Penalty: 655.645203
	Iteration 53Q: 3 clusters Score -73428.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73428.242188 Penalty: 655.645203
	Iteration 54F: 3 clusters Score -73428.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Entering Unmasked Estep 
Score: -41944160.000000 Penalty: 18058.093750
Splitting cluster 13 changes total score from -41674712.000000 to -41944160.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -69119.335938 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -69119.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68310.218750 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -68310.22 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68899.960938 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -68899.96 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69322.492188 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -69322.49 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69517.421875 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -69517.42 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69582.273438 Penalty: 642.503357
	Iteration 4Q: 3 clusters Score -69582.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69609.570312 Penalty: 642.503357
	Iteration 5Q: 3 clusters Score -69609.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69616.750000 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -69616.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69621.234375 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -69621.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69624.804688 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -69624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69628.359375 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -69628.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69629.554688 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -69629.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69632.117188 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -69632.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69632.359375 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -69632.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69632.359375 Penalty: 642.503357
	Iteration 13F: 3 clusters Score -69632.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Entering Unmasked Estep 
Score: -41944480.000000 Penalty: 18660.029297
Splitting cluster 14 changes total score from -41674712.000000 to -41944480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -48843.066406 Penalty: 322.255951
	Iteration 0F: 2 clusters Score -48843.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47963.371094 Penalty: 644.511902
	Iteration 0F: 3 clusters Score -47963.37 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -48465.769531 Penalty: 644.511902
	Iteration 1F: 3 clusters Score -48465.77 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -48692.621094 Penalty: 644.511902
	Iteration 2F: 3 clusters Score -48692.62 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -48917.621094 Penalty: 644.511902
	Iteration 3F: 3 clusters Score -48917.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -49040.050781 Penalty: 644.511902
	Iteration 4F: 3 clusters Score -49040.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49105.390625 Penalty: 644.511902
	Iteration 5Q: 3 clusters Score -49105.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49174.175781 Penalty: 644.511902
	Iteration 6Q: 3 clusters Score -49174.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -49270.843750 Penalty: 644.511902
	Iteration 7Q: 3 clusters Score -49270.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -49340.914062 Penalty: 644.511902
	Iteration 8Q: 3 clusters Score -49340.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49403.992188 Penalty: 644.511902
	Iteration 9Q: 3 clusters Score -49403.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -49444.296875 Penalty: 644.511902
	Iteration 10Q: 3 clusters Score -49444.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -49464.113281 Penalty: 644.511902
	Iteration 11Q: 3 clusters Score -49464.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -49477.378906 Penalty: 644.511902
	Iteration 12Q: 3 clusters Score -49477.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -49487.355469 Penalty: 644.511902
	Iteration 13Q: 3 clusters Score -49487.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -49492.375000 Penalty: 644.511902
	Iteration 14Q: 3 clusters Score -49492.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -49494.656250 Penalty: 644.511902
	Iteration 15Q: 3 clusters Score -49494.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49496.304688 Penalty: 644.511902
	Iteration 16Q: 3 clusters Score -49496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -49497.378906 Penalty: 644.511902
	Iteration 17Q: 3 clusters Score -49497.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49498.753906 Penalty: 644.511902
	Iteration 18Q: 3 clusters Score -49498.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49499.000000 Penalty: 644.511902
	Iteration 19Q: 3 clusters Score -49499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -49500.207031 Penalty: 644.511902
	Iteration 20F: 3 clusters Score -49500.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49500.636719 Penalty: 644.511902
	Iteration 21Q: 3 clusters Score -49500.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -49500.636719 Penalty: 644.511902
	Iteration 22F: 3 clusters Score -49500.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 44099 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Entering Unmasked Estep 
Score: -41944792.000000 Penalty: 19261.964844
Splitting cluster 15 changes total score from -41674712.000000 to -41944792.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (44099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Entering Unmasked Estep 
Score: -3532441.250000 Penalty: 486.585724
	Iteration 0F: 2 clusters Score -3532441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3514042.250000 Penalty: 973.171448
	Iteration 0F: 3 clusters Score -3514042 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3527636.750000 Penalty: 973.171448
	Iteration 1F: 3 clusters Score -3527637 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3528864.500000 Penalty: 973.171448
	Iteration 2F: 3 clusters Score -3528864 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3530750.500000 Penalty: 973.171448
	Iteration 3F: 3 clusters Score -3530750 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3533141.500000 Penalty: 973.171448
	Iteration 4F: 3 clusters Score -3533142 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3535220.250000 Penalty: 973.171448
	Iteration 5F: 3 clusters Score -3535220 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3536373.750000 Penalty: 973.171448
	Iteration 6F: 3 clusters Score -3536374 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3536935.250000 Penalty: 973.171448
	Iteration 7Q: 3 clusters Score -3536935 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3537306.500000 Penalty: 973.171448
	Iteration 8Q: 3 clusters Score -3537306 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3537595.250000 Penalty: 973.171448
	Iteration 9Q: 3 clusters Score -3537595 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3537825.250000 Penalty: 973.171448
	Iteration 10Q: 3 clusters Score -3537825 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3538058.750000 Penalty: 973.171448
	Iteration 11Q: 3 clusters Score -3538059 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3538288.750000 Penalty: 973.171448
	Iteration 12Q: 3 clusters Score -3538289 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3538483.250000 Penalty: 973.171448
	Iteration 13Q: 3 clusters Score -3538483 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3538723.500000 Penalty: 973.171448
	Iteration 14Q: 3 clusters Score -3538724 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3538979.750000 Penalty: 973.171448
	Iteration 15Q: 3 clusters Score -3538980 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3539231.000000 Penalty: 973.171448
	Iteration 16Q: 3 clusters Score -3539231 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3539481.750000 Penalty: 973.171448
	Iteration 17Q: 3 clusters Score -3539482 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3539677.750000 Penalty: 973.171448
	Iteration 18Q: 3 clusters Score -3539678 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3539841.000000 Penalty: 973.171448
	Iteration 19Q: 3 clusters Score -3539841 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3539915.750000 Penalty: 973.171448
	Iteration 20F: 3 clusters Score -3539916 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3539998.500000 Penalty: 973.171448
	Iteration 21Q: 3 clusters Score -3539998 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3540050.000000 Penalty: 973.171448
	Iteration 22Q: 3 clusters Score -3540050 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3540078.000000 Penalty: 973.171448
	Iteration 23Q: 3 clusters Score -3540078 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -3540115.500000 Penalty: 973.171448
	Iteration 24Q: 3 clusters Score -3540116 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3540133.250000 Penalty: 973.171448
	Iteration 25Q: 3 clusters Score -3540133 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3540142.000000 Penalty: 973.171448
	Iteration 26Q: 3 clusters Score -3540142 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3540124.000000 Penalty: 973.171448
	Iteration 27Q: 3 clusters Score -3540124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3540111.250000 Penalty: 973.171448
	Iteration 28Q: 3 clusters Score -3540111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3540114.750000 Penalty: 973.171448
	Iteration 29Q: 3 clusters Score -3540115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3540100.000000 Penalty: 973.171448
	Iteration 30Q: 3 clusters Score -3540100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3540098.250000 Penalty: 973.171448
	Iteration 31Q: 3 clusters Score -3540098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3540109.500000 Penalty: 973.171448
	Iteration 32Q: 3 clusters Score -3540110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3540123.750000 Penalty: 973.171448
	Iteration 33Q: 3 clusters Score -3540124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3540123.750000 Penalty: 973.171448
	Iteration 34Q: 3 clusters Score -3540124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3540125.250000 Penalty: 973.171448
	Iteration 35Q: 3 clusters Score -3540125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3540124.000000 Penalty: 973.171448
	Iteration 36Q: 3 clusters Score -3540124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3540121.750000 Penalty: 973.171448
	Iteration 37Q: 3 clusters Score -3540122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3540120.000000 Penalty: 973.171448
	Iteration 38Q: 3 clusters Score -3540120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -3540121.250000 Penalty: 973.171448
	Iteration 39Q: 3 clusters Score -3540121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3540122.250000 Penalty: 973.171448
	Iteration 40F: 3 clusters Score -3540122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3540124.250000 Penalty: 973.171448
	Iteration 41Q: 3 clusters Score -3540124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3540127.000000 Penalty: 973.171448
	Iteration 42Q: 3 clusters Score -3540127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3540125.750000 Penalty: 973.171448
	Iteration 43Q: 3 clusters Score -3540126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3540122.250000 Penalty: 973.171448
	Iteration 44Q: 3 clusters Score -3540122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3540121.500000 Penalty: 973.171448
	Iteration 45Q: 3 clusters Score -3540122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3540125.000000 Penalty: 973.171448
	Iteration 46Q: 3 clusters Score -3540125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3540128.000000 Penalty: 973.171448
	Iteration 47Q: 3 clusters Score -3540128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3540126.500000 Penalty: 973.171448
	Iteration 48Q: 3 clusters Score -3540126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3540126.250000 Penalty: 973.171448
	Iteration 49Q: 3 clusters Score -3540126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3540119.000000 Penalty: 973.171448
	Iteration 50Q: 3 clusters Score -3540119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3540114.750000 Penalty: 973.171448
	Iteration 51Q: 3 clusters Score -3540115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3540108.500000 Penalty: 973.171448
	Iteration 52Q: 3 clusters Score -3540108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3540111.000000 Penalty: 973.171448
	Iteration 53Q: 3 clusters Score -3540111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3540111.500000 Penalty: 973.171448
	Iteration 54Q: 3 clusters Score -3540112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3540112.750000 Penalty: 973.171448
	Iteration 55Q: 3 clusters Score -3540113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3540108.750000 Penalty: 973.171448
	Iteration 56Q: 3 clusters Score -3540109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3540106.250000 Penalty: 973.171448
	Iteration 57Q: 3 clusters Score -3540106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3540109.250000 Penalty: 973.171448
	Iteration 58Q: 3 clusters Score -3540109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3540106.000000 Penalty: 973.171448
	Iteration 59Q: 3 clusters Score -3540106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3540108.000000 Penalty: 973.171448
	Iteration 60F: 3 clusters Score -3540108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3540106.250000 Penalty: 973.171448
	Iteration 61Q: 3 clusters Score -3540106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3540107.500000 Penalty: 973.171448
	Iteration 62Q: 3 clusters Score -3540108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3540106.000000 Penalty: 973.171448
	Iteration 63Q: 3 clusters Score -3540106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3540103.250000 Penalty: 973.171448
	Iteration 64Q: 3 clusters Score -3540103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3540103.250000 Penalty: 973.171448
	Iteration 65Q: 3 clusters Score -3540103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3540106.500000 Penalty: 973.171448
	Iteration 66Q: 3 clusters Score -3540106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3540106.000000 Penalty: 973.171448
	Iteration 67Q: 3 clusters Score -3540106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3540105.000000 Penalty: 973.171448
	Iteration 68Q: 3 clusters Score -3540105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3540107.500000 Penalty: 973.171448
	Iteration 69Q: 3 clusters Score -3540108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3540105.500000 Penalty: 973.171448
	Iteration 70Q: 3 clusters Score -3540106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3540104.250000 Penalty: 973.171448
	Iteration 71Q: 3 clusters Score -3540104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3540104.250000 Penalty: 973.171448
	Iteration 72Q: 3 clusters Score -3540104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -3540107.750000 Penalty: 973.171448
	Iteration 73Q: 3 clusters Score -3540108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3540107.750000 Penalty: 973.171448
	Iteration 74Q: 3 clusters Score -3540108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3540105.000000 Penalty: 973.171448
	Iteration 75Q: 3 clusters Score -3540105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -3540107.500000 Penalty: 973.171448
	Iteration 76Q: 3 clusters Score -3540108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3540107.000000 Penalty: 973.171448
	Iteration 77Q: 3 clusters Score -3540107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3540105.750000 Penalty: 973.171448
	Iteration 78Q: 3 clusters Score -3540106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3540101.750000 Penalty: 973.171448
	Iteration 79Q: 3 clusters Score -3540102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3540102.250000 Penalty: 973.171448
	Iteration 80F: 3 clusters Score -3540102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3540100.500000 Penalty: 973.171448
	Iteration 81Q: 3 clusters Score -3540100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3540107.500000 Penalty: 973.171448
	Iteration 82Q: 3 clusters Score -3540108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3540107.000000 Penalty: 973.171448
	Iteration 83Q: 3 clusters Score -3540107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3540110.750000 Penalty: 973.171448
	Iteration 84Q: 3 clusters Score -3540111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3540109.250000 Penalty: 973.171448
	Iteration 85Q: 3 clusters Score -3540109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3540109.250000 Penalty: 973.171448
	Iteration 86Q: 3 clusters Score -3540109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3540108.500000 Penalty: 973.171448
	Iteration 87Q: 3 clusters Score -3540108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3540108.500000 Penalty: 973.171448
	Iteration 88F: 3 clusters Score -3540108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Entering Unmasked Estep 
Score: -41952396.000000 Penalty: 19863.902344
Splitting cluster 17 changes total score from -41674712.000000 to -41952396.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (67620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Entering Unmasked Estep 
Score: -5189625.000000 Penalty: 506.035492
	Iteration 0F: 2 clusters Score -5189625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -5159129.500000 Penalty: 1012.070984
	Iteration 0F: 3 clusters Score -5159130 nChanged 32851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -5180864.500000 Penalty: 1012.070984
	Iteration 1F: 3 clusters Score -5180864 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5183067.000000 Penalty: 1012.070984
	Iteration 2F: 3 clusters Score -5183067 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5184698.000000 Penalty: 1012.070984
	Iteration 3F: 3 clusters Score -5184698 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5185551.500000 Penalty: 1012.070984
	Iteration 4F: 3 clusters Score -5185552 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -5187217.000000 Penalty: 1012.070984
	Iteration 5F: 3 clusters Score -5187217 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -5189178.500000 Penalty: 1012.070984
	Iteration 6Q: 3 clusters Score -5189178 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -5190479.000000 Penalty: 1012.070984
	Iteration 7Q: 3 clusters Score -5190479 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -5190778.500000 Penalty: 1012.070984
	Iteration 8Q: 3 clusters Score -5190778 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -5190830.000000 Penalty: 1012.070984
	Iteration 9Q: 3 clusters Score -5190830 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -5190835.500000 Penalty: 1012.070984
	Iteration 10Q: 3 clusters Score -5190836 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -5190800.000000 Penalty: 1012.070984
	Iteration 11Q: 3 clusters Score -5190800 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -5190767.000000 Penalty: 1012.070984
	Iteration 12Q: 3 clusters Score -5190767 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -5190762.500000 Penalty: 1012.070984
	Iteration 13Q: 3 clusters Score -5190762 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -5190744.500000 Penalty: 1012.070984
	Iteration 14Q: 3 clusters Score -5190744 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -5190693.500000 Penalty: 1012.070984
	Iteration 15Q: 3 clusters Score -5190694 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -5190756.000000 Penalty: 1012.070984
	Iteration 16Q: 3 clusters Score -5190756 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -5190706.000000 Penalty: 1012.070984
	Iteration 17Q: 3 clusters Score -5190706 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5190750.500000 Penalty: 1012.070984
	Iteration 18Q: 3 clusters Score -5190750 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -5190846.500000 Penalty: 1012.070984
	Iteration 19Q: 3 clusters Score -5190846 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5190983.500000 Penalty: 1012.070984
	Iteration 20F: 3 clusters Score -5190984 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5191165.000000 Penalty: 1012.070984
	Iteration 21Q: 3 clusters Score -5191165 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -5191199.000000 Penalty: 1012.070984
	Iteration 22Q: 3 clusters Score -5191199 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -5191859.000000 Penalty: 1012.070984
	Iteration 23Q: 3 clusters Score -5191859 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5192051.500000 Penalty: 1012.070984
	Iteration 24Q: 3 clusters Score -5192052 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -5192196.000000 Penalty: 1012.070984
	Iteration 25Q: 3 clusters Score -5192196 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5192290.000000 Penalty: 1012.070984
	Iteration 26Q: 3 clusters Score -5192290 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5192342.500000 Penalty: 1012.070984
	Iteration 27Q: 3 clusters Score -5192342 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5192435.500000 Penalty: 1012.070984
	Iteration 28Q: 3 clusters Score -5192436 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5192502.500000 Penalty: 1012.070984
	Iteration 29Q: 3 clusters Score -5192502 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5192584.000000 Penalty: 1012.070984
	Iteration 30Q: 3 clusters Score -5192584 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -5192645.500000 Penalty: 1012.070984
	Iteration 31Q: 3 clusters Score -5192646 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5192736.000000 Penalty: 1012.070984
	Iteration 32Q: 3 clusters Score -5192736 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5192776.000000 Penalty: 1012.070984
	Iteration 33Q: 3 clusters Score -5192776 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -5192872.000000 Penalty: 1012.070984
	Iteration 34Q: 3 clusters Score -5192872 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5192948.000000 Penalty: 1012.070984
	Iteration 35Q: 3 clusters Score -5192948 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -5193072.000000 Penalty: 1012.070984
	Iteration 36Q: 3 clusters Score -5193072 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5193188.000000 Penalty: 1012.070984
	Iteration 37Q: 3 clusters Score -5193188 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5193294.000000 Penalty: 1012.070984
	Iteration 38Q: 3 clusters Score -5193294 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5193380.500000 Penalty: 1012.070984
	Iteration 39Q: 3 clusters Score -5193380 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5193390.500000 Penalty: 1012.070984
	Iteration 40F: 3 clusters Score -5193390 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5193437.500000 Penalty: 1012.070984
	Iteration 41Q: 3 clusters Score -5193438 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -5193477.000000 Penalty: 1012.070984
	Iteration 42Q: 3 clusters Score -5193477 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5193523.000000 Penalty: 1012.070984
	Iteration 43Q: 3 clusters Score -5193523 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5193568.500000 Penalty: 1012.070984
	Iteration 44Q: 3 clusters Score -5193568 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5193617.500000 Penalty: 1012.070984
	Iteration 45Q: 3 clusters Score -5193618 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5193656.500000 Penalty: 1012.070984
	Iteration 46Q: 3 clusters Score -5193656 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5193668.000000 Penalty: 1012.070984
	Iteration 47Q: 3 clusters Score -5193668 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -5193699.500000 Penalty: 1012.070984
	Iteration 48Q: 3 clusters Score -5193700 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5193711.500000 Penalty: 1012.070984
	Iteration 49Q: 3 clusters Score -5193712 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -5193754.500000 Penalty: 1012.070984
	Iteration 50Q: 3 clusters Score -5193754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -5193754.500000 Penalty: 1012.070984
	Iteration 51Q: 3 clusters Score -5193754 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5193756.500000 Penalty: 1012.070984
	Iteration 52Q: 3 clusters Score -5193756 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5193736.500000 Penalty: 1012.070984
	Iteration 53Q: 3 clusters Score -5193736 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5193739.500000 Penalty: 1012.070984
	Iteration 54Q: 3 clusters Score -5193740 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5193777.500000 Penalty: 1012.070984
	Iteration 55Q: 3 clusters Score -5193778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5193765.000000 Penalty: 1012.070984
	Iteration 56Q: 3 clusters Score -5193765 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5193823.000000 Penalty: 1012.070984
	Iteration 57Q: 3 clusters Score -5193823 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5193825.000000 Penalty: 1012.070984
	Iteration 58Q: 3 clusters Score -5193825 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5193863.500000 Penalty: 1012.070984
	Iteration 59Q: 3 clusters Score -5193864 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -5193838.000000 Penalty: 1012.070984
	Iteration 60F: 3 clusters Score -5193838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5193869.500000 Penalty: 1012.070984
	Iteration 61Q: 3 clusters Score -5193870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5193919.500000 Penalty: 1012.070984
	Iteration 62Q: 3 clusters Score -5193920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -5193929.500000 Penalty: 1012.070984
	Iteration 63Q: 3 clusters Score -5193930 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5193883.500000 Penalty: 1012.070984
	Iteration 64Q: 3 clusters Score -5193884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -5193882.000000 Penalty: 1012.070984
	Iteration 65Q: 3 clusters Score -5193882 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -5193900.000000 Penalty: 1012.070984
	Iteration 66Q: 3 clusters Score -5193900 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5193911.000000 Penalty: 1012.070984
	Iteration 67Q: 3 clusters Score -5193911 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -5193886.500000 Penalty: 1012.070984
	Iteration 68Q: 3 clusters Score -5193886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5193915.500000 Penalty: 1012.070984
	Iteration 69Q: 3 clusters Score -5193916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5193902.000000 Penalty: 1012.070984
	Iteration 70Q: 3 clusters Score -5193902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5193896.500000 Penalty: 1012.070984
	Iteration 71Q: 3 clusters Score -5193896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -5193929.500000 Penalty: 1012.070984
	Iteration 72Q: 3 clusters Score -5193930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5193955.500000 Penalty: 1012.070984
	Iteration 73Q: 3 clusters Score -5193956 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -5193951.500000 Penalty: 1012.070984
	Iteration 74Q: 3 clusters Score -5193952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -5193942.500000 Penalty: 1012.070984
	Iteration 75Q: 3 clusters Score -5193942 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5193931.500000 Penalty: 1012.070984
	Iteration 76Q: 3 clusters Score -5193932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -5193949.000000 Penalty: 1012.070984
	Iteration 77Q: 3 clusters Score -5193949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -5193959.000000 Penalty: 1012.070984
	Iteration 78Q: 3 clusters Score -5193959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5193954.500000 Penalty: 1012.070984
	Iteration 79Q: 3 clusters Score -5193954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5193950.500000 Penalty: 1012.070984
	Iteration 80F: 3 clusters Score -5193950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5193935.500000 Penalty: 1012.070984
	Iteration 81Q: 3 clusters Score -5193936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -5193901.000000 Penalty: 1012.070984
	Iteration 82Q: 3 clusters Score -5193901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -5193897.500000 Penalty: 1012.070984
	Iteration 83Q: 3 clusters Score -5193898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5193872.000000 Penalty: 1012.070984
	Iteration 84Q: 3 clusters Score -5193872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -5193852.500000 Penalty: 1012.070984
	Iteration 85Q: 3 clusters Score -5193852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -5193857.000000 Penalty: 1012.070984
	Iteration 86Q: 3 clusters Score -5193857 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -5193835.000000 Penalty: 1012.070984
	Iteration 87Q: 3 clusters Score -5193835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5193829.500000 Penalty: 1012.070984
	Iteration 88Q: 3 clusters Score -5193830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5193821.000000 Penalty: 1012.070984
	Iteration 89Q: 3 clusters Score -5193821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5193801.000000 Penalty: 1012.070984
	Iteration 90Q: 3 clusters Score -5193801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5193804.500000 Penalty: 1012.070984
	Iteration 91Q: 3 clusters Score -5193804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5193821.500000 Penalty: 1012.070984
	Iteration 92Q: 3 clusters Score -5193822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5193810.500000 Penalty: 1012.070984
	Iteration 93Q: 3 clusters Score -5193810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -5193813.000000 Penalty: 1012.070984
	Iteration 94Q: 3 clusters Score -5193813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -5193815.000000 Penalty: 1012.070984
	Iteration 95Q: 3 clusters Score -5193815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5193814.500000 Penalty: 1012.070984
	Iteration 96Q: 3 clusters Score -5193814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5193796.500000 Penalty: 1012.070984
	Iteration 97Q: 3 clusters Score -5193796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5193798.000000 Penalty: 1012.070984
	Iteration 98Q: 3 clusters Score -5193798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5193800.000000 Penalty: 1012.070984
	Iteration 99Q: 3 clusters Score -5193800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5193787.000000 Penalty: 1012.070984
	Iteration 100F: 3 clusters Score -5193787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5193788.000000 Penalty: 1012.070984
	Iteration 101Q: 3 clusters Score -5193788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5193809.500000 Penalty: 1012.070984
	Iteration 102Q: 3 clusters Score -5193810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5193819.500000 Penalty: 1012.070984
	Iteration 103Q: 3 clusters Score -5193820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5193823.000000 Penalty: 1012.070984
	Iteration 104Q: 3 clusters Score -5193823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5193816.000000 Penalty: 1012.070984
	Iteration 105Q: 3 clusters Score -5193816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -5193808.000000 Penalty: 1012.070984
	Iteration 106Q: 3 clusters Score -5193808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -5193805.000000 Penalty: 1012.070984
	Iteration 107Q: 3 clusters Score -5193805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5193818.000000 Penalty: 1012.070984
	Iteration 108Q: 3 clusters Score -5193818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -5193809.000000 Penalty: 1012.070984
	Iteration 109Q: 3 clusters Score -5193809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -5193825.500000 Penalty: 1012.070984
	Iteration 110Q: 3 clusters Score -5193826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5193832.500000 Penalty: 1012.070984
	Iteration 111Q: 3 clusters Score -5193832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -5193833.500000 Penalty: 1012.070984
	Iteration 112Q: 3 clusters Score -5193834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -5193826.000000 Penalty: 1012.070984
	Iteration 113Q: 3 clusters Score -5193826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5193810.500000 Penalty: 1012.070984
	Iteration 114Q: 3 clusters Score -5193810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5193799.500000 Penalty: 1012.070984
	Iteration 115Q: 3 clusters Score -5193800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5193804.500000 Penalty: 1012.070984
	Iteration 116Q: 3 clusters Score -5193804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -5193789.500000 Penalty: 1012.070984
	Iteration 117Q: 3 clusters Score -5193790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -5193781.500000 Penalty: 1012.070984
	Iteration 118Q: 3 clusters Score -5193782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -5193780.000000 Penalty: 1012.070984
	Iteration 119Q: 3 clusters Score -5193780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5193778.500000 Penalty: 1012.070984
	Iteration 120F: 3 clusters Score -5193778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5193786.000000 Penalty: 1012.070984
	Iteration 121Q: 3 clusters Score -5193786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5193789.500000 Penalty: 1012.070984
	Iteration 122Q: 3 clusters Score -5193790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5193783.000000 Penalty: 1012.070984
	Iteration 123Q: 3 clusters Score -5193783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -5193784.000000 Penalty: 1012.070984
	Iteration 124Q: 3 clusters Score -5193784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5193779.500000 Penalty: 1012.070984
	Iteration 125Q: 3 clusters Score -5193780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -5193772.500000 Penalty: 1012.070984
	Iteration 126Q: 3 clusters Score -5193772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5193782.500000 Penalty: 1012.070984
	Iteration 127Q: 3 clusters Score -5193782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5193785.000000 Penalty: 1012.070984
	Iteration 128Q: 3 clusters Score -5193785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5193787.500000 Penalty: 1012.070984
	Iteration 129Q: 3 clusters Score -5193788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5193791.500000 Penalty: 1012.070984
	Iteration 130Q: 3 clusters Score -5193792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -5193791.000000 Penalty: 1012.070984
	Iteration 131Q: 3 clusters Score -5193791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5193793.500000 Penalty: 1012.070984
	Iteration 132Q: 3 clusters Score -5193794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5193791.500000 Penalty: 1012.070984
	Iteration 133Q: 3 clusters Score -5193792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5193776.000000 Penalty: 1012.070984
	Iteration 134Q: 3 clusters Score -5193776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5193775.000000 Penalty: 1012.070984
	Iteration 135Q: 3 clusters Score -5193775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -5193793.500000 Penalty: 1012.070984
	Iteration 136Q: 3 clusters Score -5193794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5193792.000000 Penalty: 1012.070984
	Iteration 137Q: 3 clusters Score -5193792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -5193791.000000 Penalty: 1012.070984
	Iteration 138Q: 3 clusters Score -5193791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -5193787.000000 Penalty: 1012.070984
	Iteration 139Q: 3 clusters Score -5193787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5193782.000000 Penalty: 1012.070984
	Iteration 140F: 3 clusters Score -5193782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -5193789.500000 Penalty: 1012.070984
	Iteration 141Q: 3 clusters Score -5193790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -5193799.000000 Penalty: 1012.070984
	Iteration 142Q: 3 clusters Score -5193799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5193793.500000 Penalty: 1012.070984
	Iteration 143Q: 3 clusters Score -5193794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -5193790.000000 Penalty: 1012.070984
	Iteration 144Q: 3 clusters Score -5193790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -5193796.500000 Penalty: 1012.070984
	Iteration 145Q: 3 clusters Score -5193796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5193791.000000 Penalty: 1012.070984
	Iteration 146Q: 3 clusters Score -5193791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -5193788.500000 Penalty: 1012.070984
	Iteration 147Q: 3 clusters Score -5193788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5193788.500000 Penalty: 1012.070984
	Iteration 148Q: 3 clusters Score -5193788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5193788.500000 Penalty: 1012.070984
	Iteration 149F: 3 clusters Score -5193788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 44797 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Mstep: Class 34 contains 44612 members 
Entering Unmasked Estep 
Score: -41956592.000000 Penalty: 20465.837891
Splitting cluster 18 changes total score from -41674712.000000 to -41956592.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (44797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Entering Unmasked Estep 
Score: -3604316.750000 Penalty: 487.300262
	Iteration 0F: 2 clusters Score -3604317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3584197.750000 Penalty: 974.600525
	Iteration 0F: 3 clusters Score -3584198 nChanged 21740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3596974.500000 Penalty: 974.600525
	Iteration 1F: 3 clusters Score -3596974 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3597505.000000 Penalty: 974.600525
	Iteration 2F: 3 clusters Score -3597505 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3598012.750000 Penalty: 974.600525
	Iteration 3F: 3 clusters Score -3598013 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3598944.750000 Penalty: 974.600525
	Iteration 4F: 3 clusters Score -3598945 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3600499.750000 Penalty: 974.600525
	Iteration 5F: 3 clusters Score -3600500 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3602608.000000 Penalty: 974.600525
	Iteration 6F: 3 clusters Score -3602608 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3604141.500000 Penalty: 974.600525
	Iteration 7F: 3 clusters Score -3604142 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3604900.750000 Penalty: 974.600525
	Iteration 8Q: 3 clusters Score -3604901 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3605430.250000 Penalty: 974.600525
	Iteration 9Q: 3 clusters Score -3605430 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3605879.000000 Penalty: 974.600525
	Iteration 10Q: 3 clusters Score -3605879 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3606343.500000 Penalty: 974.600525
	Iteration 11Q: 3 clusters Score -3606344 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3606600.500000 Penalty: 974.600525
	Iteration 12Q: 3 clusters Score -3606600 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3606597.500000 Penalty: 974.600525
	Iteration 13Q: 3 clusters Score -3606598 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3606601.000000 Penalty: 974.600525
	Iteration 14Q: 3 clusters Score -3606601 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3606584.000000 Penalty: 974.600525
	Iteration 15Q: 3 clusters Score -3606584 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3606456.250000 Penalty: 974.600525
	Iteration 16Q: 3 clusters Score -3606456 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3606355.250000 Penalty: 974.600525
	Iteration 17Q: 3 clusters Score -3606355 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3606269.250000 Penalty: 974.600525
	Iteration 18Q: 3 clusters Score -3606269 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3606265.750000 Penalty: 974.600525
	Iteration 19Q: 3 clusters Score -3606266 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3606719.250000 Penalty: 974.600525
	Iteration 20F: 3 clusters Score -3606719 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3606859.000000 Penalty: 974.600525
	Iteration 21Q: 3 clusters Score -3606859 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3607002.500000 Penalty: 974.600525
	Iteration 22Q: 3 clusters Score -3607002 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3607163.250000 Penalty: 974.600525
	Iteration 23Q: 3 clusters Score -3607163 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3607412.500000 Penalty: 974.600525
	Iteration 24Q: 3 clusters Score -3607412 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3607780.250000 Penalty: 974.600525
	Iteration 25Q: 3 clusters Score -3607780 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3608054.500000 Penalty: 974.600525
	Iteration 26Q: 3 clusters Score -3608054 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3608345.500000 Penalty: 974.600525
	Iteration 27Q: 3 clusters Score -3608346 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3608668.500000 Penalty: 974.600525
	Iteration 28Q: 3 clusters Score -3608668 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3609035.000000 Penalty: 974.600525
	Iteration 29Q: 3 clusters Score -3609035 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3609257.750000 Penalty: 974.600525
	Iteration 30Q: 3 clusters Score -3609258 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -3609399.500000 Penalty: 974.600525
	Iteration 31Q: 3 clusters Score -3609400 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3609520.000000 Penalty: 974.600525
	Iteration 32Q: 3 clusters Score -3609520 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3609641.250000 Penalty: 974.600525
	Iteration 33Q: 3 clusters Score -3609641 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3609787.000000 Penalty: 974.600525
	Iteration 34Q: 3 clusters Score -3609787 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3609816.500000 Penalty: 974.600525
	Iteration 35Q: 3 clusters Score -3609816 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3609724.500000 Penalty: 974.600525
	Iteration 36Q: 3 clusters Score -3609724 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3609647.000000 Penalty: 974.600525
	Iteration 37Q: 3 clusters Score -3609647 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3609585.500000 Penalty: 974.600525
	Iteration 38Q: 3 clusters Score -3609586 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3609571.750000 Penalty: 974.600525
	Iteration 39Q: 3 clusters Score -3609572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3609876.500000 Penalty: 974.600525
	Iteration 40F: 3 clusters Score -3609876 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3609986.000000 Penalty: 974.600525
	Iteration 41Q: 3 clusters Score -3609986 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3610114.250000 Penalty: 974.600525
	Iteration 42Q: 3 clusters Score -3610114 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3610248.250000 Penalty: 974.600525
	Iteration 43Q: 3 clusters Score -3610248 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3610383.750000 Penalty: 974.600525
	Iteration 44Q: 3 clusters Score -3610384 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3610539.250000 Penalty: 974.600525
	Iteration 45Q: 3 clusters Score -3610539 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3610673.750000 Penalty: 974.600525
	Iteration 46Q: 3 clusters Score -3610674 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3610878.500000 Penalty: 974.600525
	Iteration 47Q: 3 clusters Score -3610878 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3611022.750000 Penalty: 974.600525
	Iteration 48Q: 3 clusters Score -3611023 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3611132.750000 Penalty: 974.600525
	Iteration 49Q: 3 clusters Score -3611133 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3611215.500000 Penalty: 974.600525
	Iteration 50Q: 3 clusters Score -3611216 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3611329.500000 Penalty: 974.600525
	Iteration 51Q: 3 clusters Score -3611330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3611378.500000 Penalty: 974.600525
	Iteration 52Q: 3 clusters Score -3611378 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3611435.250000 Penalty: 974.600525
	Iteration 53Q: 3 clusters Score -3611435 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3611501.750000 Penalty: 974.600525
	Iteration 54Q: 3 clusters Score -3611502 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3611570.750000 Penalty: 974.600525
	Iteration 55Q: 3 clusters Score -3611571 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3611623.000000 Penalty: 974.600525
	Iteration 56Q: 3 clusters Score -3611623 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3611665.750000 Penalty: 974.600525
	Iteration 57Q: 3 clusters Score -3611666 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3611701.750000 Penalty: 974.600525
	Iteration 58Q: 3 clusters Score -3611702 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3611740.750000 Penalty: 974.600525
	Iteration 59Q: 3 clusters Score -3611741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3611783.250000 Penalty: 974.600525
	Iteration 60F: 3 clusters Score -3611783 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3611814.000000 Penalty: 974.600525
	Iteration 61Q: 3 clusters Score -3611814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3611843.250000 Penalty: 974.600525
	Iteration 62Q: 3 clusters Score -3611843 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3611886.500000 Penalty: 974.600525
	Iteration 63Q: 3 clusters Score -3611886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3611901.000000 Penalty: 974.600525
	Iteration 64Q: 3 clusters Score -3611901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3611905.500000 Penalty: 974.600525
	Iteration 65Q: 3 clusters Score -3611906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3611909.500000 Penalty: 974.600525
	Iteration 66Q: 3 clusters Score -3611910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3611915.750000 Penalty: 974.600525
	Iteration 67Q: 3 clusters Score -3611916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3611925.000000 Penalty: 974.600525
	Iteration 68Q: 3 clusters Score -3611925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3611927.500000 Penalty: 974.600525
	Iteration 69Q: 3 clusters Score -3611928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3611924.000000 Penalty: 974.600525
	Iteration 70Q: 3 clusters Score -3611924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3611929.250000 Penalty: 974.600525
	Iteration 71Q: 3 clusters Score -3611929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3611936.750000 Penalty: 974.600525
	Iteration 72Q: 3 clusters Score -3611937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3611932.000000 Penalty: 974.600525
	Iteration 73Q: 3 clusters Score -3611932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3611932.250000 Penalty: 974.600525
	Iteration 74Q: 3 clusters Score -3611932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3611934.500000 Penalty: 974.600525
	Iteration 75Q: 3 clusters Score -3611934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3611937.750000 Penalty: 974.600525
	Iteration 76Q: 3 clusters Score -3611938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3611936.750000 Penalty: 974.600525
	Iteration 77Q: 3 clusters Score -3611937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3611936.750000 Penalty: 974.600525
	Iteration 78Q: 3 clusters Score -3611937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3611938.250000 Penalty: 974.600525
	Iteration 79Q: 3 clusters Score -3611938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3611933.000000 Penalty: 974.600525
	Iteration 80F: 3 clusters Score -3611933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3611934.500000 Penalty: 974.600525
	Iteration 81Q: 3 clusters Score -3611934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3611932.500000 Penalty: 974.600525
	Iteration 82Q: 3 clusters Score -3611932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3611931.500000 Penalty: 974.600525
	Iteration 83Q: 3 clusters Score -3611932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3611927.500000 Penalty: 974.600525
	Iteration 84Q: 3 clusters Score -3611928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3611927.500000 Penalty: 974.600525
	Iteration 85F: 3 clusters Score -3611928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 21466 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Mstep: Class 34 contains 44612 members 
Mstep: Class 35 contains 23331 members 
Entering Unmasked Estep 
Score: -41964172.000000 Penalty: 21067.775391
Splitting cluster 19 changes total score from -41674712.000000 to -41964172.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -46708.265625 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -46708.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -46101.191406 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -46101.19 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -46411.660156 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -46411.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -46542.554688 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -46542.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -46628.593750 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -46628.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46693.746094 Penalty: 599.341614
	Iteration 4F: 3 clusters Score -46693.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -46762.242188 Penalty: 599.341614
	Iteration 5F: 3 clusters Score -46762.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -46804.382812 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -46804.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -46846.453125 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -46846.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -46886.054688 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -46886.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46919.234375 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -46919.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46941.160156 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -46941.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46959.285156 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -46959.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46971.851562 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -46971.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46981.371094 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -46981.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46995.343750 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -46995.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -47004.433594 Penalty: 599.341614
	Iteration 15Q: 3 clusters Score -47004.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -47015.757812 Penalty: 599.341614
	Iteration 16Q: 3 clusters Score -47015.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -47018.312500 Penalty: 599.341614
	Iteration 17Q: 3 clusters Score -47018.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -47018.750000 Penalty: 599.341614
	Iteration 18Q: 3 clusters Score -47018.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -47019.964844 Penalty: 599.341614
	Iteration 19Q: 3 clusters Score -47019.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -47019.964844 Penalty: 599.341614
	Iteration 20F: 3 clusters Score -47019.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 21466 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Mstep: Class 34 contains 44612 members 
Mstep: Class 35 contains 23331 members 
Mstep: Class 36 contains 545 members 
Entering Unmasked Estep 
Score: -41964216.000000 Penalty: 21669.710938
Splitting cluster 20 changes total score from -41674712.000000 to -41964216.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (11540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Entering Unmasked Estep 
Score: -852623.000000 Penalty: 425.587646
	Iteration 0F: 2 clusters Score -852623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -844949.500000 Penalty: 851.175293
	Iteration 0F: 3 clusters Score -844949.5 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -848325.625000 Penalty: 851.175293
	Iteration 1F: 3 clusters Score -848325.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -848881.437500 Penalty: 851.175293
	Iteration 2F: 3 clusters Score -848881.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -849562.062500 Penalty: 851.175293
	Iteration 3F: 3 clusters Score -849562.1 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -850201.187500 Penalty: 851.175293
	Iteration 4F: 3 clusters Score -850201.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -850643.062500 Penalty: 851.175293
	Iteration 5F: 3 clusters Score -850643.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -850922.812500 Penalty: 851.175293
	Iteration 6Q: 3 clusters Score -850922.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -851092.687500 Penalty: 851.175293
	Iteration 7Q: 3 clusters Score -851092.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -851165.937500 Penalty: 851.175293
	Iteration 8Q: 3 clusters Score -851165.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -851215.250000 Penalty: 851.175293
	Iteration 9Q: 3 clusters Score -851215.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -851241.875000 Penalty: 851.175293
	Iteration 10Q: 3 clusters Score -851241.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -851257.312500 Penalty: 851.175293
	Iteration 11Q: 3 clusters Score -851257.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -851274.250000 Penalty: 851.175293
	Iteration 12Q: 3 clusters Score -851274.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -851289.312500 Penalty: 851.175293
	Iteration 13Q: 3 clusters Score -851289.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -851307.250000 Penalty: 851.175293
	Iteration 14Q: 3 clusters Score -851307.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -851319.937500 Penalty: 851.175293
	Iteration 15Q: 3 clusters Score -851319.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -851332.000000 Penalty: 851.175293
	Iteration 16Q: 3 clusters Score -851332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -851341.812500 Penalty: 851.175293
	Iteration 17Q: 3 clusters Score -851341.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -851351.562500 Penalty: 851.175293
	Iteration 18Q: 3 clusters Score -851351.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -851365.187500 Penalty: 851.175293
	Iteration 19Q: 3 clusters Score -851365.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -851377.562500 Penalty: 851.175293
	Iteration 20F: 3 clusters Score -851377.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -851382.875000 Penalty: 851.175293
	Iteration 21Q: 3 clusters Score -851382.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -851386.437500 Penalty: 851.175293
	Iteration 22Q: 3 clusters Score -851386.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -851396.187500 Penalty: 851.175293
	Iteration 23Q: 3 clusters Score -851396.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -851401.812500 Penalty: 851.175293
	Iteration 24Q: 3 clusters Score -851401.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -851411.062500 Penalty: 851.175293
	Iteration 25Q: 3 clusters Score -851411.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -851416.687500 Penalty: 851.175293
	Iteration 26Q: 3 clusters Score -851416.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -851427.937500 Penalty: 851.175293
	Iteration 27Q: 3 clusters Score -851427.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -851440.937500 Penalty: 851.175293
	Iteration 28Q: 3 clusters Score -851440.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -851446.000000 Penalty: 851.175293
	Iteration 29Q: 3 clusters Score -851446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -851456.812500 Penalty: 851.175293
	Iteration 30Q: 3 clusters Score -851456.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -851467.250000 Penalty: 851.175293
	Iteration 31Q: 3 clusters Score -851467.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -851477.312500 Penalty: 851.175293
	Iteration 32Q: 3 clusters Score -851477.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -851487.125000 Penalty: 851.175293
	Iteration 33Q: 3 clusters Score -851487.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -851497.187500 Penalty: 851.175293
	Iteration 34Q: 3 clusters Score -851497.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -851508.437500 Penalty: 851.175293
	Iteration 35Q: 3 clusters Score -851508.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -851519.562500 Penalty: 851.175293
	Iteration 36Q: 3 clusters Score -851519.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -851538.250000 Penalty: 851.175293
	Iteration 37Q: 3 clusters Score -851538.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -851562.562500 Penalty: 851.175293
	Iteration 38Q: 3 clusters Score -851562.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -851590.500000 Penalty: 851.175293
	Iteration 39Q: 3 clusters Score -851590.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -851619.187500 Penalty: 851.175293
	Iteration 40F: 3 clusters Score -851619.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -851649.875000 Penalty: 851.175293
	Iteration 41Q: 3 clusters Score -851649.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -851674.187500 Penalty: 851.175293
	Iteration 42Q: 3 clusters Score -851674.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -851703.125000 Penalty: 851.175293
	Iteration 43Q: 3 clusters Score -851703.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -851736.250000 Penalty: 851.175293
	Iteration 44Q: 3 clusters Score -851736.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -851787.812500 Penalty: 851.175293
	Iteration 45Q: 3 clusters Score -851787.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -851840.375000 Penalty: 851.175293
	Iteration 46Q: 3 clusters Score -851840.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -851915.625000 Penalty: 851.175293
	Iteration 47Q: 3 clusters Score -851915.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -852001.750000 Penalty: 851.175293
	Iteration 48Q: 3 clusters Score -852001.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -852088.375000 Penalty: 851.175293
	Iteration 49Q: 3 clusters Score -852088.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -852173.062500 Penalty: 851.175293
	Iteration 50Q: 3 clusters Score -852173.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -852270.562500 Penalty: 851.175293
	Iteration 51Q: 3 clusters Score -852270.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -852371.750000 Penalty: 851.175293
	Iteration 52Q: 3 clusters Score -852371.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -852454.812500 Penalty: 851.175293
	Iteration 53Q: 3 clusters Score -852454.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -852519.187500 Penalty: 851.175293
	Iteration 54Q: 3 clusters Score -852519.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -852546.375000 Penalty: 851.175293
	Iteration 55Q: 3 clusters Score -852546.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -852567.437500 Penalty: 851.175293
	Iteration 56Q: 3 clusters Score -852567.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -852577.500000 Penalty: 851.175293
	Iteration 57Q: 3 clusters Score -852577.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -852589.000000 Penalty: 851.175293
	Iteration 58Q: 3 clusters Score -852589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -852590.125000 Penalty: 851.175293
	Iteration 59Q: 3 clusters Score -852590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -852596.312500 Penalty: 851.175293
	Iteration 60F: 3 clusters Score -852596.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -852602.125000 Penalty: 851.175293
	Iteration 61Q: 3 clusters Score -852602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -852604.437500 Penalty: 851.175293
	Iteration 62Q: 3 clusters Score -852604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -852608.937500 Penalty: 851.175293
	Iteration 63Q: 3 clusters Score -852608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -852617.750000 Penalty: 851.175293
	Iteration 64Q: 3 clusters Score -852617.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -852630.250000 Penalty: 851.175293
	Iteration 65Q: 3 clusters Score -852630.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -852661.937500 Penalty: 851.175293
	Iteration 66Q: 3 clusters Score -852661.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -852697.437500 Penalty: 851.175293
	Iteration 67Q: 3 clusters Score -852697.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -852718.562500 Penalty: 851.175293
	Iteration 68Q: 3 clusters Score -852718.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -852739.437500 Penalty: 851.175293
	Iteration 69Q: 3 clusters Score -852739.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -852754.500000 Penalty: 851.175293
	Iteration 70Q: 3 clusters Score -852754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -852773.750000 Penalty: 851.175293
	Iteration 71Q: 3 clusters Score -852773.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -852780.875000 Penalty: 851.175293
	Iteration 72Q: 3 clusters Score -852780.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -852785.500000 Penalty: 851.175293
	Iteration 73Q: 3 clusters Score -852785.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -852789.125000 Penalty: 851.175293
	Iteration 74Q: 3 clusters Score -852789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -852791.375000 Penalty: 851.175293
	Iteration 75Q: 3 clusters Score -852791.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -852792.625000 Penalty: 851.175293
	Iteration 76Q: 3 clusters Score -852792.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -852793.187500 Penalty: 851.175293
	Iteration 77Q: 3 clusters Score -852793.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -852792.750000 Penalty: 851.175293
	Iteration 78Q: 3 clusters Score -852792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -852794.625000 Penalty: 851.175293
	Iteration 79Q: 3 clusters Score -852794.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -852795.937500 Penalty: 851.175293
	Iteration 80F: 3 clusters Score -852795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -852796.125000 Penalty: 851.175293
	Iteration 81Q: 3 clusters Score -852796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -852796.125000 Penalty: 851.175293
	Iteration 82F: 3 clusters Score -852796.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 21466 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 11119 members 
Mstep: Class 22 contains 261 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Mstep: Class 34 contains 44612 members 
Mstep: Class 35 contains 23331 members 
Mstep: Class 36 contains 545 members 
Mstep: Class 37 contains 421 members 
Entering Unmasked Estep 
Score: -41964040.000000 Penalty: 22271.648438
Splitting cluster 21 changes total score from -41674712.000000 to -41964040.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -11319.708008 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -11319.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11037.228516 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -11037.23 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11432.853516 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -11432.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -11539.203125 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -11539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -11586.965820 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -11586.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -11599.467773 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -11599.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -11605.193359 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -11605.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11607.690430 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -11607.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11609.952148 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -11609.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11636.162109 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -11636.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11649.673828 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -11649.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11654.501953 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -11654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11658.146484 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -11658.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11660.191406 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -11660.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11660.191406 Penalty: 506.371338
	Iteration 13F: 3 clusters Score -11660.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 47662 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 21466 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 11119 members 
Mstep: Class 22 contains 195 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 357 members 
Mstep: Class 25 contains 57951 members 
Mstep: Class 26 contains 1109 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 17448 members 
Mstep: Class 30 contains 498 members 
Mstep: Class 31 contains 330 members 
Mstep: Class 32 contains 438 members 
Mstep: Class 33 contains 22243 members 
Mstep: Class 34 contains 44612 members 
Mstep: Class 35 contains 23331 members 
Mstep: Class 36 contains 545 members 
Mstep: Class 37 contains 421 members 
Mstep: Class 38 contains 66 members 
Entering Unmasked Estep 
Score: -41964028.000000 Penalty: 22873.583984
Splitting cluster 22 changes total score from -41674712.000000 to -41964028.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 103345 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 683 members 
Mstep: Class 4 contains 31518 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 75717 members 
Mstep: Class 7 contains 1569 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 848 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 17 contains 21856 members 
Mstep: Class 18 contains 23008 members 
Mstep: Class 19 contains 21466 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 11119 members 
Mstep: Class 22 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 38. Lose 548.582153 but Gain 601.935547
Score: -41979000.000000 Penalty: 22271.648438
Iteration 39Q: 38 clusters Score -4.1979e+07 nChanged 18228
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 32415 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 72705 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 48084 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 32437 members 
Mstep: Class 13 contains 850 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 5822 members 
Mstep: Class 17 contains 23349 members 
Mstep: Class 18 contains 22992 members 
Mstep: Class 19 contains 22122 members 
Mstep: Class 20 contains 154 members 
Mstep: Class 21 contains 11097 members 
Mstep: Class 22 contains 212 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 419 members 
Mstep: Class 25 contains 57547 members 
Mstep: Class 26 contains 969 members 
Mstep: Class 27 contains 767 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 16369 members 
Mstep: Class 30 contains 534 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 407 members 
Mstep: Class 33 contains 21744 members 
Mstep: Class 34 contains 42845 members 
Mstep: Class 35 contains 22565 members 
Mstep: Class 36 contains 534 members 
Mstep: Class 37 contains 420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -41993568.000000 Penalty: 22271.648438
Iteration 40F: 38 clusters Score -4.199357e+07 nChanged 18982
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 3024 members 
Mstep: Class 3 contains 804 members 
Mstep: Class 4 contains 30615 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 69879 members 
Mstep: Class 7 contains 2153 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 48988 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 35814 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 6007 members 
Mstep: Class 17 contains 23475 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 21927 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 10924 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 3116 members 
Mstep: Class 24 contains 437 members 
Mstep: Class 25 contains 56938 members 
Mstep: Class 26 contains 990 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 1163 members 
Mstep: Class 29 contains 18971 members 
Mstep: Class 30 contains 612 members 
Mstep: Class 31 contains 343 members 
Mstep: Class 32 contains 424 members 
Mstep: Class 33 contains 21858 members 
Mstep: Class 34 contains 43516 members 
Mstep: Class 35 contains 22742 members 
Mstep: Class 36 contains 521 members 
Mstep: Class 37 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42005508.000000 Penalty: 22271.648438
Iteration 41Q: 38 clusters Score -4.200551e+07 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 29742 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 66893 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 49320 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 39613 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 723 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 17 contains 23480 members 
Mstep: Class 18 contains 22714 members 
Mstep: Class 19 contains 21844 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 10791 members 
Mstep: Class 22 contains 183 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 436 members 
Mstep: Class 25 contains 55922 members 
Mstep: Class 26 contains 989 members 
Mstep: Class 27 contains 797 members 
Mstep: Class 28 contains 1146 members 
Mstep: Class 29 contains 21444 members 
Mstep: Class 30 contains 639 members 
Mstep: Class 31 contains 355 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 21989 members 
Mstep: Class 34 contains 43943 members 
Mstep: Class 35 contains 22879 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42016668.000000 Penalty: 22271.648438
Iteration 42Q: 38 clusters Score -4.201667e+07 nChanged 12998
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 29182 members 
Mstep: Class 5 contains 733 members 
Mstep: Class 6 contains 63906 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 49355 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 43382 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 741 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 23527 members 
Mstep: Class 18 contains 22783 members 
Mstep: Class 19 contains 21735 members 
Mstep: Class 20 contains 119 members 
Mstep: Class 21 contains 10699 members 
Mstep: Class 22 contains 180 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 432 members 
Mstep: Class 25 contains 54977 members 
Mstep: Class 26 contains 986 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 1131 members 
Mstep: Class 29 contains 23580 members 
Mstep: Class 30 contains 654 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 425 members 
Mstep: Class 33 contains 22013 members 
Mstep: Class 34 contains 44128 members 
Mstep: Class 35 contains 23060 members 
Mstep: Class 36 contains 487 members 
Mstep: Class 37 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42029036.000000 Penalty: 22271.648438
Iteration 43Q: 38 clusters Score -4.202904e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 94327 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 28806 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 62053 members 
Mstep: Class 7 contains 2413 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 49265 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 45812 members 
Mstep: Class 13 contains 770 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 23625 members 
Mstep: Class 18 contains 22830 members 
Mstep: Class 19 contains 21613 members 
Mstep: Class 20 contains 113 members 
Mstep: Class 21 contains 10624 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 54303 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 817 members 
Mstep: Class 28 contains 1129 members 
Mstep: Class 29 contains 25339 members 
Mstep: Class 30 contains 673 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 21925 members 
Mstep: Class 34 contains 44201 members 
Mstep: Class 35 contains 23320 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42036120.000000 Penalty: 22271.648438
Iteration 44Q: 38 clusters Score -4.203612e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 28576 members 
Mstep: Class 5 contains 740 members 
Mstep: Class 6 contains 61371 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48968 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 47030 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 23735 members 
Mstep: Class 18 contains 22902 members 
Mstep: Class 19 contains 21502 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 10578 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 53675 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 1126 members 
Mstep: Class 29 contains 26830 members 
Mstep: Class 30 contains 683 members 
Mstep: Class 31 contains 369 members 
Mstep: Class 32 contains 434 members 
Mstep: Class 33 contains 21791 members 
Mstep: Class 34 contains 44212 members 
Mstep: Class 35 contains 23544 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42041416.000000 Penalty: 22271.648438
Iteration 45Q: 38 clusters Score -4.204142e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 3213 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 28402 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 61047 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 535 members 
Mstep: Class 9 contains 48485 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 47861 members 
Mstep: Class 13 contains 775 members 
Mstep: Class 14 contains 706 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 23879 members 
Mstep: Class 18 contains 22981 members 
Mstep: Class 19 contains 21419 members 
Mstep: Class 20 contains 107 members 
Mstep: Class 21 contains 10544 members 
Mstep: Class 22 contains 176 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 53058 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 1136 members 
Mstep: Class 29 contains 28065 members 
Mstep: Class 30 contains 689 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 436 members 
Mstep: Class 33 contains 21605 members 
Mstep: Class 34 contains 44218 members 
Mstep: Class 35 contains 23735 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42045920.000000 Penalty: 22271.648438
Iteration 46Q: 38 clusters Score -4.204592e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 3246 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 28312 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 60755 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 47794 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 48447 members 
Mstep: Class 13 contains 776 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 6522 members 
Mstep: Class 17 contains 24078 members 
Mstep: Class 18 contains 23084 members 
Mstep: Class 19 contains 21302 members 
Mstep: Class 20 contains 102 members 
Mstep: Class 21 contains 10507 members 
Mstep: Class 22 contains 174 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 52633 members 
Mstep: Class 26 contains 950 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 1141 members 
Mstep: Class 29 contains 29108 members 
Mstep: Class 30 contains 694 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 437 members 
Mstep: Class 33 contains 21365 members 
Mstep: Class 34 contains 44175 members 
Mstep: Class 35 contains 23923 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42050112.000000 Penalty: 22271.648438
Iteration 47Q: 38 clusters Score -4.205011e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 28299 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 60463 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2676 members 
Mstep: Class 12 contains 48881 members 
Mstep: Class 13 contains 774 members 
Mstep: Class 14 contains 678 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 6578 members 
Mstep: Class 17 contains 24305 members 
Mstep: Class 18 contains 23188 members 
Mstep: Class 19 contains 21204 members 
Mstep: Class 20 contains 97 members 
Mstep: Class 21 contains 10473 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 52358 members 
Mstep: Class 26 contains 954 members 
Mstep: Class 27 contains 827 members 
Mstep: Class 28 contains 1145 members 
Mstep: Class 29 contains 29985 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 434 members 
Mstep: Class 33 contains 21029 members 
Mstep: Class 34 contains 44123 members 
Mstep: Class 35 contains 24116 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42053504.000000 Penalty: 22271.648438
Iteration 48Q: 38 clusters Score -4.20535e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91727 members 
Mstep: Class 2 contains 3309 members 
Mstep: Class 3 contains 959 members 
Mstep: Class 4 contains 28341 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 60167 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 46010 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2767 members 
Mstep: Class 12 contains 49211 members 
Mstep: Class 13 contains 770 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 24505 members 
Mstep: Class 18 contains 23304 members 
Mstep: Class 19 contains 21149 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10430 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 52204 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 827 members 
Mstep: Class 28 contains 1154 members 
Mstep: Class 29 contains 30798 members 
Mstep: Class 30 contains 699 members 
Mstep: Class 31 contains 411 members 
Mstep: Class 32 contains 431 members 
Mstep: Class 33 contains 20628 members 
Mstep: Class 34 contains 44057 members 
Mstep: Class 35 contains 24349 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42055900.000000 Penalty: 22271.648438
Iteration 49Q: 38 clusters Score -4.20559e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91757 members 
Mstep: Class 2 contains 3337 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 28420 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 60029 members 
Mstep: Class 7 contains 2577 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 49462 members 
Mstep: Class 13 contains 768 members 
Mstep: Class 14 contains 660 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 6671 members 
Mstep: Class 17 contains 24648 members 
Mstep: Class 18 contains 23424 members 
Mstep: Class 19 contains 21102 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10410 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 51974 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 1162 members 
Mstep: Class 29 contains 31584 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 20220 members 
Mstep: Class 34 contains 44013 members 
Mstep: Class 35 contains 24583 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42058016.000000 Penalty: 22271.648438
Iteration 50Q: 38 clusters Score -4.205802e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 3366 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 28477 members 
Mstep: Class 5 contains 741 members 
Mstep: Class 6 contains 59858 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 44177 members 
Mstep: Class 10 contains 565 members 
Mstep: Class 11 contains 2916 members 
Mstep: Class 12 contains 49682 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 653 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 24797 members 
Mstep: Class 18 contains 23528 members 
Mstep: Class 19 contains 21061 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10386 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 51838 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 1167 members 
Mstep: Class 29 contains 32278 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 19761 members 
Mstep: Class 34 contains 44017 members 
Mstep: Class 35 contains 24831 members 
Mstep: Class 36 contains 485 members 
Mstep: Class 37 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42059352.000000 Penalty: 22271.648438
Iteration 51Q: 38 clusters Score -4.205935e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 961 members 
Mstep: Class 4 contains 28556 members 
Mstep: Class 5 contains 742 members 
Mstep: Class 6 contains 59800 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 43349 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 49787 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 23612 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10354 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 427 members 
Mstep: Class 25 contains 51715 members 
Mstep: Class 26 contains 964 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 1168 members 
Mstep: Class 29 contains 32862 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 19270 members 
Mstep: Class 34 contains 44040 members 
Mstep: Class 35 contains 25060 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060316.000000 Penalty: 22271.648438
Iteration 52Q: 38 clusters Score -4.206032e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92177 members 
Mstep: Class 2 contains 3406 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 28622 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59723 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 2995 members 
Mstep: Class 12 contains 49894 members 
Mstep: Class 13 contains 766 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 25080 members 
Mstep: Class 18 contains 23685 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10341 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51629 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 1170 members 
Mstep: Class 29 contains 33346 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 433 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 18791 members 
Mstep: Class 34 contains 44061 members 
Mstep: Class 35 contains 25268 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060936.000000 Penalty: 22271.648438
Iteration 53Q: 38 clusters Score -4.206094e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59709 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 41879 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 49921 members 
Mstep: Class 13 contains 765 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 25214 members 
Mstep: Class 18 contains 23748 members 
Mstep: Class 19 contains 21135 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10331 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3168 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51571 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 33763 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 441 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 18263 members 
Mstep: Class 34 contains 44093 members 
Mstep: Class 35 contains 25495 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060876.000000 Penalty: 22271.648438
Iteration 54Q: 38 clusters Score -4.206088e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 28716 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59755 members 
Mstep: Class 7 contains 2645 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 41301 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 3041 members 
Mstep: Class 12 contains 49951 members 
Mstep: Class 13 contains 762 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 25299 members 
Mstep: Class 18 contains 23827 members 
Mstep: Class 19 contains 21194 members 
Mstep: Class 20 contains 96 members 
Mstep: Class 21 contains 10312 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3166 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51467 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 1175 members 
Mstep: Class 29 contains 34141 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 450 members 
Mstep: Class 32 contains 428 members 
Mstep: Class 33 contains 17738 members 
Mstep: Class 34 contains 44138 members 
Mstep: Class 35 contains 25736 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061044.000000 Penalty: 22271.648438
Iteration 55Q: 38 clusters Score -4.206104e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 965 members 
Mstep: Class 4 contains 28775 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59825 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 40785 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 3049 members 
Mstep: Class 12 contains 49975 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 25412 members 
Mstep: Class 18 contains 23857 members 
Mstep: Class 19 contains 21235 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10304 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51344 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 1176 members 
Mstep: Class 29 contains 34474 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 453 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 17224 members 
Mstep: Class 34 contains 44209 members 
Mstep: Class 35 contains 25964 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061116.000000 Penalty: 22271.648438
Iteration 56Q: 38 clusters Score -4.206112e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 966 members 
Mstep: Class 4 contains 28849 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59841 members 
Mstep: Class 7 contains 2652 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 3058 members 
Mstep: Class 12 contains 49989 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6793 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 23905 members 
Mstep: Class 19 contains 21292 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51288 members 
Mstep: Class 26 contains 970 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 34753 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 454 members 
Mstep: Class 32 contains 430 members 
Mstep: Class 33 contains 16676 members 
Mstep: Class 34 contains 44248 members 
Mstep: Class 35 contains 26187 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060940.000000 Penalty: 22271.648438
Iteration 57Q: 38 clusters Score -4.206094e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 28913 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59854 members 
Mstep: Class 7 contains 2663 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 40016 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3059 members 
Mstep: Class 12 contains 49991 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 25638 members 
Mstep: Class 18 contains 23958 members 
Mstep: Class 19 contains 21366 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51250 members 
Mstep: Class 26 contains 975 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 1181 members 
Mstep: Class 29 contains 34966 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 457 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 16129 members 
Mstep: Class 34 contains 44320 members 
Mstep: Class 35 contains 26390 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061068.000000 Penalty: 22271.648438
Iteration 58Q: 38 clusters Score -4.206107e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 3532 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 28936 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59893 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 39711 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3060 members 
Mstep: Class 12 contains 49958 members 
Mstep: Class 13 contains 761 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 25835 members 
Mstep: Class 18 contains 24016 members 
Mstep: Class 19 contains 21414 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10298 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51211 members 
Mstep: Class 26 contains 978 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 35128 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 15540 members 
Mstep: Class 34 contains 44359 members 
Mstep: Class 35 contains 26615 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061244.000000 Penalty: 22271.648438
Iteration 59Q: 38 clusters Score -4.206124e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 93028 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 28964 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59940 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 39459 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 49932 members 
Mstep: Class 13 contains 760 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 25960 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 21465 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10295 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 51164 members 
Mstep: Class 26 contains 984 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 35254 members 
Mstep: Class 30 contains 706 members 
Mstep: Class 31 contains 460 members 
Mstep: Class 32 contains 429 members 
Mstep: Class 33 contains 14966 members 
Mstep: Class 34 contains 44418 members 
Mstep: Class 35 contains 26862 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061396.000000 Penalty: 22271.648438
Iteration 60F: 38 clusters Score -4.20614e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 93109 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 28953 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60002 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 39259 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 49917 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 24172 members 
Mstep: Class 19 contains 21510 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 428 members 
Mstep: Class 25 contains 51096 members 
Mstep: Class 26 contains 985 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 35348 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 466 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 14408 members 
Mstep: Class 34 contains 44440 members 
Mstep: Class 35 contains 27144 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061300.000000 Penalty: 22271.648438
Iteration 61Q: 38 clusters Score -4.20613e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 3611 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60030 members 
Mstep: Class 7 contains 2692 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 39103 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3039 members 
Mstep: Class 12 contains 49922 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 26240 members 
Mstep: Class 18 contains 24260 members 
Mstep: Class 19 contains 21533 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10280 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 51047 members 
Mstep: Class 26 contains 994 members 
Mstep: Class 27 contains 845 members 
Mstep: Class 28 contains 1188 members 
Mstep: Class 29 contains 35420 members 
Mstep: Class 30 contains 703 members 
Mstep: Class 31 contains 468 members 
Mstep: Class 32 contains 427 members 
Mstep: Class 33 contains 13829 members 
Mstep: Class 34 contains 44465 members 
Mstep: Class 35 contains 27425 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061452.000000 Penalty: 22271.648438
Iteration 62Q: 38 clusters Score -4.206145e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 28951 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60076 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38994 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 24351 members 
Mstep: Class 19 contains 21536 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50977 members 
Mstep: Class 26 contains 997 members 
Mstep: Class 27 contains 845 members 
Mstep: Class 28 contains 1190 members 
Mstep: Class 29 contains 35476 members 
Mstep: Class 30 contains 705 members 
Mstep: Class 31 contains 470 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 13210 members 
Mstep: Class 34 contains 44520 members 
Mstep: Class 35 contains 27720 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061288.000000 Penalty: 22271.648438
Iteration 63Q: 38 clusters Score -4.206129e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 28948 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60119 members 
Mstep: Class 7 contains 2708 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38899 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 12 contains 49926 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 26572 members 
Mstep: Class 18 contains 24446 members 
Mstep: Class 19 contains 21545 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10281 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50917 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 845 members 
Mstep: Class 28 contains 1192 members 
Mstep: Class 29 contains 35513 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 472 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 12543 members 
Mstep: Class 34 contains 44584 members 
Mstep: Class 35 contains 28065 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061208.000000 Penalty: 22271.648438
Iteration 64Q: 38 clusters Score -4.206121e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 3712 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 4 contains 28946 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60138 members 
Mstep: Class 7 contains 2712 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38840 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 564 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 24532 members 
Mstep: Class 19 contains 21594 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10282 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50864 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 845 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 35526 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 478 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 11810 members 
Mstep: Class 34 contains 44617 members 
Mstep: Class 35 contains 28438 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061056.000000 Penalty: 22271.648438
Iteration 65Q: 38 clusters Score -4.206106e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 28927 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60136 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 49942 members 
Mstep: Class 13 contains 759 members 
Mstep: Class 14 contains 552 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 26907 members 
Mstep: Class 18 contains 24619 members 
Mstep: Class 19 contains 21644 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10287 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50826 members 
Mstep: Class 26 contains 1006 members 
Mstep: Class 27 contains 846 members 
Mstep: Class 28 contains 1193 members 
Mstep: Class 29 contains 35528 members 
Mstep: Class 30 contains 707 members 
Mstep: Class 31 contains 480 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 11028 members 
Mstep: Class 34 contains 44654 members 
Mstep: Class 35 contains 28898 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060840.000000 Penalty: 22271.648438
Iteration 66Q: 38 clusters Score -4.206084e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 3798 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28900 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60167 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38740 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 49951 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6888 members 
Mstep: Class 17 contains 27120 members 
Mstep: Class 18 contains 24720 members 
Mstep: Class 19 contains 21679 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10294 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50745 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 847 members 
Mstep: Class 28 contains 1194 members 
Mstep: Class 29 contains 35544 members 
Mstep: Class 30 contains 708 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 10205 members 
Mstep: Class 34 contains 44716 members 
Mstep: Class 35 contains 29329 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060756.000000 Penalty: 22271.648438
Iteration 67Q: 38 clusters Score -4.206076e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 28875 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60170 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38711 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 49974 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 27264 members 
Mstep: Class 18 contains 24836 members 
Mstep: Class 19 contains 21744 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10296 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50675 members 
Mstep: Class 26 contains 1018 members 
Mstep: Class 27 contains 846 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 35561 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 485 members 
Mstep: Class 32 contains 425 members 
Mstep: Class 33 contains 9425 members 
Mstep: Class 34 contains 44776 members 
Mstep: Class 35 contains 29751 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060812.000000 Penalty: 22271.648438
Iteration 68Q: 38 clusters Score -4.206081e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 28846 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60191 members 
Mstep: Class 7 contains 2723 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38701 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2872 members 
Mstep: Class 12 contains 49948 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 521 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6904 members 
Mstep: Class 17 contains 27368 members 
Mstep: Class 18 contains 24972 members 
Mstep: Class 19 contains 21781 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3163 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50606 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 846 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 35568 members 
Mstep: Class 30 contains 710 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 425 members 
Mstep: Class 33 contains 8684 members 
Mstep: Class 34 contains 44845 members 
Mstep: Class 35 contains 30171 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060864.000000 Penalty: 22271.648438
Iteration 69Q: 38 clusters Score -4.206086e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93368 members 
Mstep: Class 2 contains 4112 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 28841 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60197 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38696 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 2801 members 
Mstep: Class 12 contains 49915 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 513 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 27340 members 
Mstep: Class 18 contains 25102 members 
Mstep: Class 19 contains 21855 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10291 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50558 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 846 members 
Mstep: Class 28 contains 1196 members 
Mstep: Class 29 contains 35567 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 489 members 
Mstep: Class 32 contains 425 members 
Mstep: Class 33 contains 7988 members 
Mstep: Class 34 contains 44916 members 
Mstep: Class 35 contains 30614 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060752.000000 Penalty: 22271.648438
Iteration 70Q: 38 clusters Score -4.206075e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 28832 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60184 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38693 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 49885 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6936 members 
Mstep: Class 17 contains 27286 members 
Mstep: Class 18 contains 25239 members 
Mstep: Class 19 contains 21920 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50516 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 1194 members 
Mstep: Class 29 contains 35573 members 
Mstep: Class 30 contains 709 members 
Mstep: Class 31 contains 491 members 
Mstep: Class 32 contains 423 members 
Mstep: Class 33 contains 7353 members 
Mstep: Class 34 contains 44994 members 
Mstep: Class 35 contains 31018 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42060904.000000 Penalty: 22271.648438
Iteration 71Q: 38 clusters Score -4.20609e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28822 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60134 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38691 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 49862 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 27178 members 
Mstep: Class 18 contains 25395 members 
Mstep: Class 19 contains 22014 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10316 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50493 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 1186 members 
Mstep: Class 29 contains 35587 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 6786 members 
Mstep: Class 34 contains 45052 members 
Mstep: Class 35 contains 31375 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061112.000000 Penalty: 22271.648438
Iteration 72Q: 38 clusters Score -4.206111e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 4513 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28819 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60064 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38690 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 49862 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 17 contains 26960 members 
Mstep: Class 18 contains 25573 members 
Mstep: Class 19 contains 22092 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10342 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3159 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50451 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 1183 members 
Mstep: Class 29 contains 35589 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 45077 members 
Mstep: Class 35 contains 31787 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061220.000000 Penalty: 22271.648438
Iteration 73Q: 38 clusters Score -4.206122e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93354 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28807 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 60001 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38689 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 49878 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 464 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 26632 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 22178 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10374 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50380 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 847 members 
Mstep: Class 28 contains 1179 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 715 members 
Mstep: Class 31 contains 511 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 5885 members 
Mstep: Class 34 contains 45117 members 
Mstep: Class 35 contains 32194 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061344.000000 Penalty: 22271.648438
Iteration 74Q: 38 clusters Score -4.206134e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28784 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59947 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38687 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2673 members 
Mstep: Class 12 contains 49857 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 457 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 26251 members 
Mstep: Class 18 contains 25927 members 
Mstep: Class 19 contains 22284 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10403 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50338 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 1172 members 
Mstep: Class 29 contains 35592 members 
Mstep: Class 30 contains 717 members 
Mstep: Class 31 contains 513 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 5578 members 
Mstep: Class 34 contains 45134 members 
Mstep: Class 35 contains 32570 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061184.000000 Penalty: 22271.648438
Iteration 75Q: 38 clusters Score -4.206118e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 28780 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59888 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38686 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 49848 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 450 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 6999 members 
Mstep: Class 17 contains 25871 members 
Mstep: Class 18 contains 26091 members 
Mstep: Class 19 contains 22340 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10434 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50289 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 848 members 
Mstep: Class 28 contains 1169 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 518 members 
Mstep: Class 32 contains 421 members 
Mstep: Class 33 contains 5344 members 
Mstep: Class 34 contains 45151 members 
Mstep: Class 35 contains 32913 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061144.000000 Penalty: 22271.648438
Iteration 76Q: 38 clusters Score -4.206114e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93355 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28780 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59836 members 
Mstep: Class 7 contains 2750 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 49833 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7012 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 26244 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10457 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3156 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50234 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1167 members 
Mstep: Class 29 contains 35590 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 521 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 5154 members 
Mstep: Class 34 contains 45208 members 
Mstep: Class 35 contains 33205 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061256.000000 Penalty: 22271.648438
Iteration 77Q: 38 clusters Score -4.206126e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 971 members 
Mstep: Class 4 contains 28765 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59801 members 
Mstep: Class 7 contains 2764 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 49790 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 442 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 25147 members 
Mstep: Class 18 contains 26437 members 
Mstep: Class 19 contains 22465 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10468 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50185 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1166 members 
Mstep: Class 29 contains 35589 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 5019 members 
Mstep: Class 34 contains 45191 members 
Mstep: Class 35 contains 33419 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42061532.000000 Penalty: 22271.648438
Iteration 78Q: 38 clusters Score -4.206153e+07 nChanged 1748
Entering ConstructFrom: 
Score: -42061532.000000 Penalty: 22271.648438
Entering ConstructFrom: 
Trying to split cluster 1 (93360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Entering Unmasked Estep 
Score: -7410328.500000 Penalty: 520.711975
	Iteration 0F: 2 clusters Score -7410328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -7384848.000000 Penalty: 1041.423950
	Iteration 0F: 3 clusters Score -7384848 nChanged 45941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -7408513.500000 Penalty: 1041.423950
	Iteration 1F: 3 clusters Score -7408514 nChanged 23191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7409128.000000 Penalty: 1041.423950
	Iteration 2F: 3 clusters Score -7409128 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -7417117.500000 Penalty: 1041.423950
	Iteration 3F: 3 clusters Score -7417118 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -7422560.000000 Penalty: 1041.423950
	Iteration 4F: 3 clusters Score -7422560 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7424575.000000 Penalty: 1041.423950
	Iteration 5F: 3 clusters Score -7424575 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7426089.500000 Penalty: 1041.423950
	Iteration 6F: 3 clusters Score -7426090 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -7426331.000000 Penalty: 1041.423950
	Iteration 7F: 3 clusters Score -7426331 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -7426535.500000 Penalty: 1041.423950
	Iteration 8Q: 3 clusters Score -7426536 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -7426736.000000 Penalty: 1041.423950
	Iteration 9Q: 3 clusters Score -7426736 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7427059.000000 Penalty: 1041.423950
	Iteration 10Q: 3 clusters Score -7427059 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7427221.500000 Penalty: 1041.423950
	Iteration 11Q: 3 clusters Score -7427222 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -7427139.000000 Penalty: 1041.423950
	Iteration 12Q: 3 clusters Score -7427139 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -7427405.000000 Penalty: 1041.423950
	Iteration 13Q: 3 clusters Score -7427405 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -7427530.500000 Penalty: 1041.423950
	Iteration 14Q: 3 clusters Score -7427530 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -7427544.500000 Penalty: 1041.423950
	Iteration 15Q: 3 clusters Score -7427544 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -7427673.500000 Penalty: 1041.423950
	Iteration 16Q: 3 clusters Score -7427674 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -7427531.000000 Penalty: 1041.423950
	Iteration 17Q: 3 clusters Score -7427531 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -7427316.500000 Penalty: 1041.423950
	Iteration 18Q: 3 clusters Score -7427316 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -7426998.000000 Penalty: 1041.423950
	Iteration 19Q: 3 clusters Score -7426998 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -7426674.500000 Penalty: 1041.423950
	Iteration 20F: 3 clusters Score -7426674 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -7426338.500000 Penalty: 1041.423950
	Iteration 21Q: 3 clusters Score -7426338 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -7425955.000000 Penalty: 1041.423950
	Iteration 22Q: 3 clusters Score -7425955 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -7425393.500000 Penalty: 1041.423950
	Iteration 23Q: 3 clusters Score -7425394 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -7424636.500000 Penalty: 1041.423950
	Iteration 24Q: 3 clusters Score -7424636 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -7423976.500000 Penalty: 1041.423950
	Iteration 25Q: 3 clusters Score -7423976 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7423224.000000 Penalty: 1041.423950
	Iteration 26Q: 3 clusters Score -7423224 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -7422376.500000 Penalty: 1041.423950
	Iteration 27Q: 3 clusters Score -7422376 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -7421517.500000 Penalty: 1041.423950
	Iteration 28Q: 3 clusters Score -7421518 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -7420426.000000 Penalty: 1041.423950
	Iteration 29Q: 3 clusters Score -7420426 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7419375.500000 Penalty: 1041.423950
	Iteration 30Q: 3 clusters Score -7419376 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7418211.000000 Penalty: 1041.423950
	Iteration 31Q: 3 clusters Score -7418211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -7417197.500000 Penalty: 1041.423950
	Iteration 32Q: 3 clusters Score -7417198 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -7416284.000000 Penalty: 1041.423950
	Iteration 33Q: 3 clusters Score -7416284 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7415673.500000 Penalty: 1041.423950
	Iteration 34Q: 3 clusters Score -7415674 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7414986.000000 Penalty: 1041.423950
	Iteration 35Q: 3 clusters Score -7414986 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7414475.000000 Penalty: 1041.423950
	Iteration 36Q: 3 clusters Score -7414475 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7414191.000000 Penalty: 1041.423950
	Iteration 37Q: 3 clusters Score -7414191 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7413957.000000 Penalty: 1041.423950
	Iteration 38Q: 3 clusters Score -7413957 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7413917.000000 Penalty: 1041.423950
	Iteration 39Q: 3 clusters Score -7413917 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7413823.000000 Penalty: 1041.423950
	Iteration 40F: 3 clusters Score -7413823 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -7413672.500000 Penalty: 1041.423950
	Iteration 41Q: 3 clusters Score -7413672 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7413523.500000 Penalty: 1041.423950
	Iteration 42Q: 3 clusters Score -7413524 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7413324.000000 Penalty: 1041.423950
	Iteration 43Q: 3 clusters Score -7413324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7413255.000000 Penalty: 1041.423950
	Iteration 44Q: 3 clusters Score -7413255 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -7413099.500000 Penalty: 1041.423950
	Iteration 45Q: 3 clusters Score -7413100 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7413050.500000 Penalty: 1041.423950
	Iteration 46Q: 3 clusters Score -7413050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7412941.000000 Penalty: 1041.423950
	Iteration 47Q: 3 clusters Score -7412941 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7412862.500000 Penalty: 1041.423950
	Iteration 48Q: 3 clusters Score -7412862 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -7412834.000000 Penalty: 1041.423950
	Iteration 49Q: 3 clusters Score -7412834 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -7412832.500000 Penalty: 1041.423950
	Iteration 50Q: 3 clusters Score -7412832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -7412692.000000 Penalty: 1041.423950
	Iteration 51Q: 3 clusters Score -7412692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7412625.500000 Penalty: 1041.423950
	Iteration 52Q: 3 clusters Score -7412626 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55161 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7412556.500000 Penalty: 1041.423950
	Iteration 53Q: 3 clusters Score -7412556 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -7412503.000000 Penalty: 1041.423950
	Iteration 54Q: 3 clusters Score -7412503 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7412386.500000 Penalty: 1041.423950
	Iteration 55Q: 3 clusters Score -7412386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7412328.000000 Penalty: 1041.423950
	Iteration 56Q: 3 clusters Score -7412328 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7412241.000000 Penalty: 1041.423950
	Iteration 57Q: 3 clusters Score -7412241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -7412141.000000 Penalty: 1041.423950
	Iteration 58Q: 3 clusters Score -7412141 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7412012.500000 Penalty: 1041.423950
	Iteration 59Q: 3 clusters Score -7412012 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7411947.000000 Penalty: 1041.423950
	Iteration 60F: 3 clusters Score -7411947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7411881.000000 Penalty: 1041.423950
	Iteration 61Q: 3 clusters Score -7411881 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -7411865.000000 Penalty: 1041.423950
	Iteration 62Q: 3 clusters Score -7411865 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7411817.000000 Penalty: 1041.423950
	Iteration 63Q: 3 clusters Score -7411817 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -7411730.500000 Penalty: 1041.423950
	Iteration 64Q: 3 clusters Score -7411730 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -7411695.000000 Penalty: 1041.423950
	Iteration 65Q: 3 clusters Score -7411695 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7411649.500000 Penalty: 1041.423950
	Iteration 66Q: 3 clusters Score -7411650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7411571.000000 Penalty: 1041.423950
	Iteration 67Q: 3 clusters Score -7411571 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7411501.000000 Penalty: 1041.423950
	Iteration 68Q: 3 clusters Score -7411501 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -7411441.500000 Penalty: 1041.423950
	Iteration 69Q: 3 clusters Score -7411442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7411449.000000 Penalty: 1041.423950
	Iteration 70Q: 3 clusters Score -7411449 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7411476.500000 Penalty: 1041.423950
	Iteration 71Q: 3 clusters Score -7411476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7411462.500000 Penalty: 1041.423950
	Iteration 72Q: 3 clusters Score -7411462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7411475.500000 Penalty: 1041.423950
	Iteration 73Q: 3 clusters Score -7411476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55375 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7411460.500000 Penalty: 1041.423950
	Iteration 74Q: 3 clusters Score -7411460 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7411453.000000 Penalty: 1041.423950
	Iteration 75Q: 3 clusters Score -7411453 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7411443.000000 Penalty: 1041.423950
	Iteration 76Q: 3 clusters Score -7411443 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7411389.500000 Penalty: 1041.423950
	Iteration 77Q: 3 clusters Score -7411390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -7411366.500000 Penalty: 1041.423950
	Iteration 78Q: 3 clusters Score -7411366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -7411321.500000 Penalty: 1041.423950
	Iteration 79Q: 3 clusters Score -7411322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7411285.000000 Penalty: 1041.423950
	Iteration 80F: 3 clusters Score -7411285 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -7411270.000000 Penalty: 1041.423950
	Iteration 81Q: 3 clusters Score -7411270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7411237.500000 Penalty: 1041.423950
	Iteration 82Q: 3 clusters Score -7411238 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7411257.500000 Penalty: 1041.423950
	Iteration 83Q: 3 clusters Score -7411258 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -7411265.000000 Penalty: 1041.423950
	Iteration 84Q: 3 clusters Score -7411265 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7411175.500000 Penalty: 1041.423950
	Iteration 85Q: 3 clusters Score -7411176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7411154.500000 Penalty: 1041.423950
	Iteration 86Q: 3 clusters Score -7411154 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7411116.500000 Penalty: 1041.423950
	Iteration 87Q: 3 clusters Score -7411116 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7411129.500000 Penalty: 1041.423950
	Iteration 88Q: 3 clusters Score -7411130 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7411068.000000 Penalty: 1041.423950
	Iteration 89Q: 3 clusters Score -7411068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -7411024.500000 Penalty: 1041.423950
	Iteration 90Q: 3 clusters Score -7411024 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7410928.500000 Penalty: 1041.423950
	Iteration 91Q: 3 clusters Score -7410928 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7410880.000000 Penalty: 1041.423950
	Iteration 92Q: 3 clusters Score -7410880 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7410866.000000 Penalty: 1041.423950
	Iteration 93Q: 3 clusters Score -7410866 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7410850.500000 Penalty: 1041.423950
	Iteration 94Q: 3 clusters Score -7410850 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7410804.500000 Penalty: 1041.423950
	Iteration 95Q: 3 clusters Score -7410804 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7410775.000000 Penalty: 1041.423950
	Iteration 96Q: 3 clusters Score -7410775 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7410708.500000 Penalty: 1041.423950
	Iteration 97Q: 3 clusters Score -7410708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7410736.000000 Penalty: 1041.423950
	Iteration 98Q: 3 clusters Score -7410736 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7410750.500000 Penalty: 1041.423950
	Iteration 99Q: 3 clusters Score -7410750 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7410788.500000 Penalty: 1041.423950
	Iteration 100F: 3 clusters Score -7410788 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7410749.500000 Penalty: 1041.423950
	Iteration 101Q: 3 clusters Score -7410750 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7410661.500000 Penalty: 1041.423950
	Iteration 102Q: 3 clusters Score -7410662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7410574.000000 Penalty: 1041.423950
	Iteration 103Q: 3 clusters Score -7410574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7410502.000000 Penalty: 1041.423950
	Iteration 104Q: 3 clusters Score -7410502 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7410435.000000 Penalty: 1041.423950
	Iteration 105Q: 3 clusters Score -7410435 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7410345.500000 Penalty: 1041.423950
	Iteration 106Q: 3 clusters Score -7410346 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -7410315.500000 Penalty: 1041.423950
	Iteration 107Q: 3 clusters Score -7410316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -7410322.500000 Penalty: 1041.423950
	Iteration 108Q: 3 clusters Score -7410322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7410310.500000 Penalty: 1041.423950
	Iteration 109Q: 3 clusters Score -7410310 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7410226.000000 Penalty: 1041.423950
	Iteration 110Q: 3 clusters Score -7410226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7410229.000000 Penalty: 1041.423950
	Iteration 111Q: 3 clusters Score -7410229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -7410213.000000 Penalty: 1041.423950
	Iteration 112Q: 3 clusters Score -7410213 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7410209.500000 Penalty: 1041.423950
	Iteration 113Q: 3 clusters Score -7410210 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -7410174.000000 Penalty: 1041.423950
	Iteration 114Q: 3 clusters Score -7410174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7410137.500000 Penalty: 1041.423950
	Iteration 115Q: 3 clusters Score -7410138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7410126.500000 Penalty: 1041.423950
	Iteration 116Q: 3 clusters Score -7410126 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7410065.000000 Penalty: 1041.423950
	Iteration 117Q: 3 clusters Score -7410065 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7409988.500000 Penalty: 1041.423950
	Iteration 118Q: 3 clusters Score -7409988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -7409981.000000 Penalty: 1041.423950
	Iteration 119Q: 3 clusters Score -7409981 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7409926.500000 Penalty: 1041.423950
	Iteration 120F: 3 clusters Score -7409926 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7409895.000000 Penalty: 1041.423950
	Iteration 121Q: 3 clusters Score -7409895 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -7409799.000000 Penalty: 1041.423950
	Iteration 122Q: 3 clusters Score -7409799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7409761.500000 Penalty: 1041.423950
	Iteration 123Q: 3 clusters Score -7409762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7409628.500000 Penalty: 1041.423950
	Iteration 124Q: 3 clusters Score -7409628 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -7409549.500000 Penalty: 1041.423950
	Iteration 125Q: 3 clusters Score -7409550 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7409403.500000 Penalty: 1041.423950
	Iteration 126Q: 3 clusters Score -7409404 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7409395.000000 Penalty: 1041.423950
	Iteration 127Q: 3 clusters Score -7409395 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7409429.000000 Penalty: 1041.423950
	Iteration 128Q: 3 clusters Score -7409429 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7409415.500000 Penalty: 1041.423950
	Iteration 129Q: 3 clusters Score -7409416 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -7409351.500000 Penalty: 1041.423950
	Iteration 130Q: 3 clusters Score -7409352 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7409283.000000 Penalty: 1041.423950
	Iteration 131Q: 3 clusters Score -7409283 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7409236.500000 Penalty: 1041.423950
	Iteration 132Q: 3 clusters Score -7409236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7409204.000000 Penalty: 1041.423950
	Iteration 133Q: 3 clusters Score -7409204 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7409144.000000 Penalty: 1041.423950
	Iteration 134Q: 3 clusters Score -7409144 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7409057.000000 Penalty: 1041.423950
	Iteration 135Q: 3 clusters Score -7409057 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7408988.500000 Penalty: 1041.423950
	Iteration 136Q: 3 clusters Score -7408988 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7408955.500000 Penalty: 1041.423950
	Iteration 137Q: 3 clusters Score -7408956 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7408848.000000 Penalty: 1041.423950
	Iteration 138Q: 3 clusters Score -7408848 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7408736.000000 Penalty: 1041.423950
	Iteration 139Q: 3 clusters Score -7408736 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7408719.000000 Penalty: 1041.423950
	Iteration 140F: 3 clusters Score -7408719 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7408621.500000 Penalty: 1041.423950
	Iteration 141Q: 3 clusters Score -7408622 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -7408543.500000 Penalty: 1041.423950
	Iteration 142Q: 3 clusters Score -7408544 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7408432.500000 Penalty: 1041.423950
	Iteration 143Q: 3 clusters Score -7408432 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7408274.000000 Penalty: 1041.423950
	Iteration 144Q: 3 clusters Score -7408274 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7408182.000000 Penalty: 1041.423950
	Iteration 145Q: 3 clusters Score -7408182 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7408050.000000 Penalty: 1041.423950
	Iteration 146Q: 3 clusters Score -7408050 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -7407893.000000 Penalty: 1041.423950
	Iteration 147Q: 3 clusters Score -7407893 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7407845.000000 Penalty: 1041.423950
	Iteration 148Q: 3 clusters Score -7407845 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7407712.500000 Penalty: 1041.423950
	Iteration 149Q: 3 clusters Score -7407712 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7407666.000000 Penalty: 1041.423950
	Iteration 150Q: 3 clusters Score -7407666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7407620.000000 Penalty: 1041.423950
	Iteration 151Q: 3 clusters Score -7407620 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7407659.000000 Penalty: 1041.423950
	Iteration 152Q: 3 clusters Score -7407659 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7407651.500000 Penalty: 1041.423950
	Iteration 153Q: 3 clusters Score -7407652 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -7407638.000000 Penalty: 1041.423950
	Iteration 154Q: 3 clusters Score -7407638 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7407724.500000 Penalty: 1041.423950
	Iteration 155Q: 3 clusters Score -7407724 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -7407940.500000 Penalty: 1041.423950
	Iteration 156Q: 3 clusters Score -7407940 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -7408140.000000 Penalty: 1041.423950
	Iteration 157Q: 3 clusters Score -7408140 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -7408260.500000 Penalty: 1041.423950
	Iteration 158Q: 3 clusters Score -7408260 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -7408342.000000 Penalty: 1041.423950
	Iteration 159Q: 3 clusters Score -7408342 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -7408559.000000 Penalty: 1041.423950
	Iteration 160F: 3 clusters Score -7408559 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -7408952.500000 Penalty: 1041.423950
	Iteration 161Q: 3 clusters Score -7408952 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7409387.000000 Penalty: 1041.423950
	Iteration 162Q: 3 clusters Score -7409387 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7409631.000000 Penalty: 1041.423950
	Iteration 163Q: 3 clusters Score -7409631 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -7409974.000000 Penalty: 1041.423950
	Iteration 164Q: 3 clusters Score -7409974 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7410312.000000 Penalty: 1041.423950
	Iteration 165Q: 3 clusters Score -7410312 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7410972.500000 Penalty: 1041.423950
	Iteration 166Q: 3 clusters Score -7410972 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -7411664.000000 Penalty: 1041.423950
	Iteration 167Q: 3 clusters Score -7411664 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -7412570.000000 Penalty: 1041.423950
	Iteration 168Q: 3 clusters Score -7412570 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -7413801.500000 Penalty: 1041.423950
	Iteration 169Q: 3 clusters Score -7413802 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -7415116.000000 Penalty: 1041.423950
	Iteration 170Q: 3 clusters Score -7415116 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -7416470.500000 Penalty: 1041.423950
	Iteration 171Q: 3 clusters Score -7416470 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -7417870.000000 Penalty: 1041.423950
	Iteration 172Q: 3 clusters Score -7417870 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -7419168.000000 Penalty: 1041.423950
	Iteration 173Q: 3 clusters Score -7419168 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -7420185.000000 Penalty: 1041.423950
	Iteration 174Q: 3 clusters Score -7420185 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -7421210.000000 Penalty: 1041.423950
	Iteration 175Q: 3 clusters Score -7421210 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -7422382.500000 Penalty: 1041.423950
	Iteration 176Q: 3 clusters Score -7422382 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -7423453.000000 Penalty: 1041.423950
	Iteration 177Q: 3 clusters Score -7423453 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -7424450.500000 Penalty: 1041.423950
	Iteration 178Q: 3 clusters Score -7424450 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -7425534.000000 Penalty: 1041.423950
	Iteration 179Q: 3 clusters Score -7425534 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -7426661.000000 Penalty: 1041.423950
	Iteration 180F: 3 clusters Score -7426661 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -7427645.500000 Penalty: 1041.423950
	Iteration 181Q: 3 clusters Score -7427646 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -7428427.500000 Penalty: 1041.423950
	Iteration 182Q: 3 clusters Score -7428428 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -7429055.500000 Penalty: 1041.423950
	Iteration 183Q: 3 clusters Score -7429056 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7429839.000000 Penalty: 1041.423950
	Iteration 184Q: 3 clusters Score -7429839 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7430419.000000 Penalty: 1041.423950
	Iteration 185Q: 3 clusters Score -7430419 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -7430765.500000 Penalty: 1041.423950
	Iteration 186Q: 3 clusters Score -7430766 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -7431113.500000 Penalty: 1041.423950
	Iteration 187Q: 3 clusters Score -7431114 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -7431073.000000 Penalty: 1041.423950
	Iteration 188Q: 3 clusters Score -7431073 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -7430538.000000 Penalty: 1041.423950
	Iteration 189Q: 3 clusters Score -7430538 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -7430019.500000 Penalty: 1041.423950
	Iteration 190Q: 3 clusters Score -7430020 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -7429431.500000 Penalty: 1041.423950
	Iteration 191Q: 3 clusters Score -7429432 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -7428705.500000 Penalty: 1041.423950
	Iteration 192Q: 3 clusters Score -7428706 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -7428123.500000 Penalty: 1041.423950
	Iteration 193Q: 3 clusters Score -7428124 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -7427841.500000 Penalty: 1041.423950
	Iteration 194Q: 3 clusters Score -7427842 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -7427468.500000 Penalty: 1041.423950
	Iteration 195Q: 3 clusters Score -7427468 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7427198.000000 Penalty: 1041.423950
	Iteration 196Q: 3 clusters Score -7427198 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -7426635.000000 Penalty: 1041.423950
	Iteration 197Q: 3 clusters Score -7426635 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -7426219.000000 Penalty: 1041.423950
	Iteration 198Q: 3 clusters Score -7426219 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7425789.500000 Penalty: 1041.423950
	Iteration 199Q: 3 clusters Score -7425790 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7425679.000000 Penalty: 1041.423950
	Iteration 200F: 3 clusters Score -7425679 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -7425059.000000 Penalty: 1041.423950
	Iteration 201Q: 3 clusters Score -7425059 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -7424539.500000 Penalty: 1041.423950
	Iteration 202Q: 3 clusters Score -7424540 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7424053.500000 Penalty: 1041.423950
	Iteration 203Q: 3 clusters Score -7424054 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -7423766.000000 Penalty: 1041.423950
	Iteration 204Q: 3 clusters Score -7423766 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7423422.500000 Penalty: 1041.423950
	Iteration 205Q: 3 clusters Score -7423422 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -7423103.500000 Penalty: 1041.423950
	Iteration 206Q: 3 clusters Score -7423104 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7422903.000000 Penalty: 1041.423950
	Iteration 207Q: 3 clusters Score -7422903 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7422640.500000 Penalty: 1041.423950
	Iteration 208Q: 3 clusters Score -7422640 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -7422467.500000 Penalty: 1041.423950
	Iteration 209Q: 3 clusters Score -7422468 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7422316.000000 Penalty: 1041.423950
	Iteration 210Q: 3 clusters Score -7422316 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -7422114.500000 Penalty: 1041.423950
	Iteration 211Q: 3 clusters Score -7422114 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -7422009.500000 Penalty: 1041.423950
	Iteration 212Q: 3 clusters Score -7422010 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7421821.000000 Penalty: 1041.423950
	Iteration 213Q: 3 clusters Score -7421821 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -7421732.000000 Penalty: 1041.423950
	Iteration 214Q: 3 clusters Score -7421732 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -7421493.000000 Penalty: 1041.423950
	Iteration 215Q: 3 clusters Score -7421493 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -7421356.500000 Penalty: 1041.423950
	Iteration 216Q: 3 clusters Score -7421356 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -7421273.500000 Penalty: 1041.423950
	Iteration 217Q: 3 clusters Score -7421274 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7421079.000000 Penalty: 1041.423950
	Iteration 218Q: 3 clusters Score -7421079 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -7420966.500000 Penalty: 1041.423950
	Iteration 219Q: 3 clusters Score -7420966 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -7420885.500000 Penalty: 1041.423950
	Iteration 220F: 3 clusters Score -7420886 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 55325 members 
Entering Unmasked Estep 
Score: -7420698.000000 Penalty: 1041.423950
	Iteration 221Q: 3 clusters Score -7420698 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -7420552.000000 Penalty: 1041.423950
	Iteration 222Q: 3 clusters Score -7420552 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7420428.500000 Penalty: 1041.423950
	Iteration 223Q: 3 clusters Score -7420428 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -7420328.500000 Penalty: 1041.423950
	Iteration 224Q: 3 clusters Score -7420328 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7420252.000000 Penalty: 1041.423950
	Iteration 225Q: 3 clusters Score -7420252 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -7420147.500000 Penalty: 1041.423950
	Iteration 226Q: 3 clusters Score -7420148 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7420029.500000 Penalty: 1041.423950
	Iteration 227Q: 3 clusters Score -7420030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -7419979.000000 Penalty: 1041.423950
	Iteration 228Q: 3 clusters Score -7419979 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -7419918.000000 Penalty: 1041.423950
	Iteration 229Q: 3 clusters Score -7419918 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -7419847.000000 Penalty: 1041.423950
	Iteration 230Q: 3 clusters Score -7419847 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7419786.000000 Penalty: 1041.423950
	Iteration 231Q: 3 clusters Score -7419786 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -7419675.500000 Penalty: 1041.423950
	Iteration 232Q: 3 clusters Score -7419676 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7419623.000000 Penalty: 1041.423950
	Iteration 233Q: 3 clusters Score -7419623 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -7419596.000000 Penalty: 1041.423950
	Iteration 234Q: 3 clusters Score -7419596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7419531.500000 Penalty: 1041.423950
	Iteration 235Q: 3 clusters Score -7419532 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7419460.000000 Penalty: 1041.423950
	Iteration 236Q: 3 clusters Score -7419460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7419398.000000 Penalty: 1041.423950
	Iteration 237Q: 3 clusters Score -7419398 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -7419354.500000 Penalty: 1041.423950
	Iteration 238Q: 3 clusters Score -7419354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -7419280.500000 Penalty: 1041.423950
	Iteration 239Q: 3 clusters Score -7419280 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -7419256.500000 Penalty: 1041.423950
	Iteration 240F: 3 clusters Score -7419256 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7419178.500000 Penalty: 1041.423950
	Iteration 241Q: 3 clusters Score -7419178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7419129.000000 Penalty: 1041.423950
	Iteration 242Q: 3 clusters Score -7419129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -7419079.000000 Penalty: 1041.423950
	Iteration 243Q: 3 clusters Score -7419079 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -7419052.000000 Penalty: 1041.423950
	Iteration 244Q: 3 clusters Score -7419052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -7419039.000000 Penalty: 1041.423950
	Iteration 245Q: 3 clusters Score -7419039 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -7419004.000000 Penalty: 1041.423950
	Iteration 246Q: 3 clusters Score -7419004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7419008.500000 Penalty: 1041.423950
	Iteration 247Q: 3 clusters Score -7419008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -7418997.000000 Penalty: 1041.423950
	Iteration 248Q: 3 clusters Score -7418997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -7418974.500000 Penalty: 1041.423950
	Iteration 249Q: 3 clusters Score -7418974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7418987.000000 Penalty: 1041.423950
	Iteration 250Q: 3 clusters Score -7418987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -7419007.000000 Penalty: 1041.423950
	Iteration 251Q: 3 clusters Score -7419007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7418999.000000 Penalty: 1041.423950
	Iteration 252Q: 3 clusters Score -7418999 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7418997.500000 Penalty: 1041.423950
	Iteration 253Q: 3 clusters Score -7418998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7418974.000000 Penalty: 1041.423950
	Iteration 254Q: 3 clusters Score -7418974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -7418980.000000 Penalty: 1041.423950
	Iteration 255Q: 3 clusters Score -7418980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -7418966.500000 Penalty: 1041.423950
	Iteration 256Q: 3 clusters Score -7418966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -7418936.000000 Penalty: 1041.423950
	Iteration 257Q: 3 clusters Score -7418936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7418901.000000 Penalty: 1041.423950
	Iteration 258Q: 3 clusters Score -7418901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -7418882.000000 Penalty: 1041.423950
	Iteration 259Q: 3 clusters Score -7418882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -7418921.000000 Penalty: 1041.423950
	Iteration 260F: 3 clusters Score -7418921 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -7418952.000000 Penalty: 1041.423950
	Iteration 261Q: 3 clusters Score -7418952 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7418893.500000 Penalty: 1041.423950
	Iteration 262Q: 3 clusters Score -7418894 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -7418884.500000 Penalty: 1041.423950
	Iteration 263Q: 3 clusters Score -7418884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -7418766.500000 Penalty: 1041.423950
	Iteration 264Q: 3 clusters Score -7418766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -7418739.000000 Penalty: 1041.423950
	Iteration 265Q: 3 clusters Score -7418739 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -7418729.000000 Penalty: 1041.423950
	Iteration 266Q: 3 clusters Score -7418729 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -7418673.000000 Penalty: 1041.423950
	Iteration 267Q: 3 clusters Score -7418673 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7418675.500000 Penalty: 1041.423950
	Iteration 268Q: 3 clusters Score -7418676 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7418633.500000 Penalty: 1041.423950
	Iteration 269Q: 3 clusters Score -7418634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -7418596.500000 Penalty: 1041.423950
	Iteration 270Q: 3 clusters Score -7418596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7418610.500000 Penalty: 1041.423950
	Iteration 271Q: 3 clusters Score -7418610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7418559.000000 Penalty: 1041.423950
	Iteration 272Q: 3 clusters Score -7418559 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7418560.000000 Penalty: 1041.423950
	Iteration 273Q: 3 clusters Score -7418560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -7418534.500000 Penalty: 1041.423950
	Iteration 274Q: 3 clusters Score -7418534 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -7418534.000000 Penalty: 1041.423950
	Iteration 275Q: 3 clusters Score -7418534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -7418507.000000 Penalty: 1041.423950
	Iteration 276Q: 3 clusters Score -7418507 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7418415.000000 Penalty: 1041.423950
	Iteration 277Q: 3 clusters Score -7418415 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -7418434.000000 Penalty: 1041.423950
	Iteration 278Q: 3 clusters Score -7418434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -7418355.000000 Penalty: 1041.423950
	Iteration 279Q: 3 clusters Score -7418355 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -7418260.000000 Penalty: 1041.423950
	Iteration 280F: 3 clusters Score -7418260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7418203.000000 Penalty: 1041.423950
	Iteration 281Q: 3 clusters Score -7418203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -7418161.500000 Penalty: 1041.423950
	Iteration 282Q: 3 clusters Score -7418162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7418102.500000 Penalty: 1041.423950
	Iteration 283Q: 3 clusters Score -7418102 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -7418046.500000 Penalty: 1041.423950
	Iteration 284Q: 3 clusters Score -7418046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -7418006.000000 Penalty: 1041.423950
	Iteration 285Q: 3 clusters Score -7418006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -7417956.500000 Penalty: 1041.423950
	Iteration 286Q: 3 clusters Score -7417956 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7417909.500000 Penalty: 1041.423950
	Iteration 287Q: 3 clusters Score -7417910 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -7417865.000000 Penalty: 1041.423950
	Iteration 288Q: 3 clusters Score -7417865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -7417776.500000 Penalty: 1041.423950
	Iteration 289Q: 3 clusters Score -7417776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -7417722.500000 Penalty: 1041.423950
	Iteration 290Q: 3 clusters Score -7417722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -7417748.000000 Penalty: 1041.423950
	Iteration 291Q: 3 clusters Score -7417748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -7417740.500000 Penalty: 1041.423950
	Iteration 292Q: 3 clusters Score -7417740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -7417743.000000 Penalty: 1041.423950
	Iteration 293Q: 3 clusters Score -7417743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -7417710.500000 Penalty: 1041.423950
	Iteration 294Q: 3 clusters Score -7417710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 54395 members 
Entering Unmasked Estep 
Score: -7417740.000000 Penalty: 1041.423950
	Iteration 295Q: 3 clusters Score -7417740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -7417741.000000 Penalty: 1041.423950
	Iteration 296Q: 3 clusters Score -7417741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7417757.500000 Penalty: 1041.423950
	Iteration 297Q: 3 clusters Score -7417758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -7417774.500000 Penalty: 1041.423950
	Iteration 298Q: 3 clusters Score -7417774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7417750.500000 Penalty: 1041.423950
	Iteration 299Q: 3 clusters Score -7417750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -7417745.000000 Penalty: 1041.423950
	Iteration 300F: 3 clusters Score -7417745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -7417720.500000 Penalty: 1041.423950
	Iteration 301Q: 3 clusters Score -7417720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7417710.000000 Penalty: 1041.423950
	Iteration 302Q: 3 clusters Score -7417710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -7417712.000000 Penalty: 1041.423950
	Iteration 303Q: 3 clusters Score -7417712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -7417661.000000 Penalty: 1041.423950
	Iteration 304Q: 3 clusters Score -7417661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -7417621.500000 Penalty: 1041.423950
	Iteration 305Q: 3 clusters Score -7417622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -7417639.000000 Penalty: 1041.423950
	Iteration 306Q: 3 clusters Score -7417639 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -7417636.500000 Penalty: 1041.423950
	Iteration 307Q: 3 clusters Score -7417636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -7417654.000000 Penalty: 1041.423950
	Iteration 308Q: 3 clusters Score -7417654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -7417658.500000 Penalty: 1041.423950
	Iteration 309Q: 3 clusters Score -7417658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -7417629.000000 Penalty: 1041.423950
	Iteration 310Q: 3 clusters Score -7417629 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7417623.000000 Penalty: 1041.423950
	Iteration 311Q: 3 clusters Score -7417623 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7417603.000000 Penalty: 1041.423950
	Iteration 312Q: 3 clusters Score -7417603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -7417574.500000 Penalty: 1041.423950
	Iteration 313Q: 3 clusters Score -7417574 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7417620.500000 Penalty: 1041.423950
	Iteration 314Q: 3 clusters Score -7417620 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -7417613.000000 Penalty: 1041.423950
	Iteration 315Q: 3 clusters Score -7417613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -7417580.500000 Penalty: 1041.423950
	Iteration 316Q: 3 clusters Score -7417580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7417566.500000 Penalty: 1041.423950
	Iteration 317Q: 3 clusters Score -7417566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7417564.500000 Penalty: 1041.423950
	Iteration 318Q: 3 clusters Score -7417564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7417545.500000 Penalty: 1041.423950
	Iteration 319Q: 3 clusters Score -7417546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -7417515.000000 Penalty: 1041.423950
	Iteration 320F: 3 clusters Score -7417515 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7417539.500000 Penalty: 1041.423950
	Iteration 321Q: 3 clusters Score -7417540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -7417558.500000 Penalty: 1041.423950
	Iteration 322Q: 3 clusters Score -7417558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -7417522.000000 Penalty: 1041.423950
	Iteration 323Q: 3 clusters Score -7417522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7417511.500000 Penalty: 1041.423950
	Iteration 324Q: 3 clusters Score -7417512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7417522.500000 Penalty: 1041.423950
	Iteration 325Q: 3 clusters Score -7417522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7417515.500000 Penalty: 1041.423950
	Iteration 326Q: 3 clusters Score -7417516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7417495.000000 Penalty: 1041.423950
	Iteration 327Q: 3 clusters Score -7417495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7417494.000000 Penalty: 1041.423950
	Iteration 328Q: 3 clusters Score -7417494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7417479.000000 Penalty: 1041.423950
	Iteration 329Q: 3 clusters Score -7417479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7417472.000000 Penalty: 1041.423950
	Iteration 330Q: 3 clusters Score -7417472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7417478.000000 Penalty: 1041.423950
	Iteration 331Q: 3 clusters Score -7417478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7417461.000000 Penalty: 1041.423950
	Iteration 332Q: 3 clusters Score -7417461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7417469.000000 Penalty: 1041.423950
	Iteration 333Q: 3 clusters Score -7417469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -7417452.000000 Penalty: 1041.423950
	Iteration 334Q: 3 clusters Score -7417452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -7417477.500000 Penalty: 1041.423950
	Iteration 335Q: 3 clusters Score -7417478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7417483.500000 Penalty: 1041.423950
	Iteration 336Q: 3 clusters Score -7417484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7417493.500000 Penalty: 1041.423950
	Iteration 337Q: 3 clusters Score -7417494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -7417482.000000 Penalty: 1041.423950
	Iteration 338Q: 3 clusters Score -7417482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7417485.500000 Penalty: 1041.423950
	Iteration 339Q: 3 clusters Score -7417486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7417460.000000 Penalty: 1041.423950
	Iteration 340F: 3 clusters Score -7417460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7417480.000000 Penalty: 1041.423950
	Iteration 341Q: 3 clusters Score -7417480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7417468.000000 Penalty: 1041.423950
	Iteration 342Q: 3 clusters Score -7417468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7417485.000000 Penalty: 1041.423950
	Iteration 343Q: 3 clusters Score -7417485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7417480.000000 Penalty: 1041.423950
	Iteration 344Q: 3 clusters Score -7417480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7417494.500000 Penalty: 1041.423950
	Iteration 345Q: 3 clusters Score -7417494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7417485.000000 Penalty: 1041.423950
	Iteration 346Q: 3 clusters Score -7417485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7417480.000000 Penalty: 1041.423950
	Iteration 347Q: 3 clusters Score -7417480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -7417487.000000 Penalty: 1041.423950
	Iteration 348Q: 3 clusters Score -7417487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -7417498.500000 Penalty: 1041.423950
	Iteration 349Q: 3 clusters Score -7417498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7417505.000000 Penalty: 1041.423950
	Iteration 350Q: 3 clusters Score -7417505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -7417482.000000 Penalty: 1041.423950
	Iteration 351Q: 3 clusters Score -7417482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7417480.500000 Penalty: 1041.423950
	Iteration 352Q: 3 clusters Score -7417480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7417487.000000 Penalty: 1041.423950
	Iteration 353Q: 3 clusters Score -7417487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -7417479.500000 Penalty: 1041.423950
	Iteration 354Q: 3 clusters Score -7417480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7417486.500000 Penalty: 1041.423950
	Iteration 355Q: 3 clusters Score -7417486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7417474.000000 Penalty: 1041.423950
	Iteration 356Q: 3 clusters Score -7417474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -7417477.500000 Penalty: 1041.423950
	Iteration 357Q: 3 clusters Score -7417478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7417451.500000 Penalty: 1041.423950
	Iteration 358Q: 3 clusters Score -7417452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -7417471.500000 Penalty: 1041.423950
	Iteration 359Q: 3 clusters Score -7417472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -7417459.500000 Penalty: 1041.423950
	Iteration 360F: 3 clusters Score -7417460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7417438.500000 Penalty: 1041.423950
	Iteration 361Q: 3 clusters Score -7417438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7417435.000000 Penalty: 1041.423950
	Iteration 362Q: 3 clusters Score -7417435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7417441.000000 Penalty: 1041.423950
	Iteration 363Q: 3 clusters Score -7417441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -7417413.000000 Penalty: 1041.423950
	Iteration 364Q: 3 clusters Score -7417413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -7417410.500000 Penalty: 1041.423950
	Iteration 365Q: 3 clusters Score -7417410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -7417383.500000 Penalty: 1041.423950
	Iteration 366Q: 3 clusters Score -7417384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7417399.000000 Penalty: 1041.423950
	Iteration 367Q: 3 clusters Score -7417399 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -7417396.500000 Penalty: 1041.423950
	Iteration 368Q: 3 clusters Score -7417396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7417398.000000 Penalty: 1041.423950
	Iteration 369Q: 3 clusters Score -7417398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7417381.500000 Penalty: 1041.423950
	Iteration 370Q: 3 clusters Score -7417382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -7417343.000000 Penalty: 1041.423950
	Iteration 371Q: 3 clusters Score -7417343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -7417336.500000 Penalty: 1041.423950
	Iteration 372Q: 3 clusters Score -7417336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -7417336.500000 Penalty: 1041.423950
	Iteration 373Q: 3 clusters Score -7417336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7417343.500000 Penalty: 1041.423950
	Iteration 374Q: 3 clusters Score -7417344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -7417355.000000 Penalty: 1041.423950
	Iteration 375Q: 3 clusters Score -7417355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -7417330.000000 Penalty: 1041.423950
	Iteration 376Q: 3 clusters Score -7417330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -7417316.000000 Penalty: 1041.423950
	Iteration 377Q: 3 clusters Score -7417316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -7417280.500000 Penalty: 1041.423950
	Iteration 378Q: 3 clusters Score -7417280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7417231.500000 Penalty: 1041.423950
	Iteration 379Q: 3 clusters Score -7417232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7417211.000000 Penalty: 1041.423950
	Iteration 380F: 3 clusters Score -7417211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7417192.000000 Penalty: 1041.423950
	Iteration 381Q: 3 clusters Score -7417192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7417167.500000 Penalty: 1041.423950
	Iteration 382Q: 3 clusters Score -7417168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7417152.000000 Penalty: 1041.423950
	Iteration 383Q: 3 clusters Score -7417152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7417137.500000 Penalty: 1041.423950
	Iteration 384Q: 3 clusters Score -7417138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -7417111.500000 Penalty: 1041.423950
	Iteration 385Q: 3 clusters Score -7417112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7417100.500000 Penalty: 1041.423950
	Iteration 386Q: 3 clusters Score -7417100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7417089.500000 Penalty: 1041.423950
	Iteration 387Q: 3 clusters Score -7417090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7417074.500000 Penalty: 1041.423950
	Iteration 388Q: 3 clusters Score -7417074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7417063.000000 Penalty: 1041.423950
	Iteration 389Q: 3 clusters Score -7417063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7417044.500000 Penalty: 1041.423950
	Iteration 390Q: 3 clusters Score -7417044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7417048.500000 Penalty: 1041.423950
	Iteration 391Q: 3 clusters Score -7417048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7417036.500000 Penalty: 1041.423950
	Iteration 392Q: 3 clusters Score -7417036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7417031.000000 Penalty: 1041.423950
	Iteration 393Q: 3 clusters Score -7417031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7417036.000000 Penalty: 1041.423950
	Iteration 394Q: 3 clusters Score -7417036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7417029.500000 Penalty: 1041.423950
	Iteration 395Q: 3 clusters Score -7417030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7417020.500000 Penalty: 1041.423950
	Iteration 396Q: 3 clusters Score -7417020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7417010.000000 Penalty: 1041.423950
	Iteration 397Q: 3 clusters Score -7417010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7417005.500000 Penalty: 1041.423950
	Iteration 398Q: 3 clusters Score -7417006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7417011.000000 Penalty: 1041.423950
	Iteration 399Q: 3 clusters Score -7417011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7417010.000000 Penalty: 1041.423950
	Iteration 400F: 3 clusters Score -7417010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7416999.500000 Penalty: 1041.423950
	Iteration 401Q: 3 clusters Score -7417000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7417008.000000 Penalty: 1041.423950
	Iteration 402Q: 3 clusters Score -7417008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7417000.500000 Penalty: 1041.423950
	Iteration 403Q: 3 clusters Score -7417000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7417007.500000 Penalty: 1041.423950
	Iteration 404Q: 3 clusters Score -7417008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7417011.000000 Penalty: 1041.423950
	Iteration 405Q: 3 clusters Score -7417011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -7417003.000000 Penalty: 1041.423950
	Iteration 406Q: 3 clusters Score -7417003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7416988.000000 Penalty: 1041.423950
	Iteration 407Q: 3 clusters Score -7416988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7416992.000000 Penalty: 1041.423950
	Iteration 408Q: 3 clusters Score -7416992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7416992.000000 Penalty: 1041.423950
	Iteration 409F: 3 clusters Score -7416992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 28753 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59774 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Entering Unmasked Estep 
Score: -42068268.000000 Penalty: 22873.583984
Splitting cluster 1 changes total score from -42061532.000000 to -42068268.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -386232.281250 Penalty: 389.281799
	Iteration 0F: 2 clusters Score -386232.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -382757.156250 Penalty: 778.563599
	Iteration 0F: 3 clusters Score -382757.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -384118.687500 Penalty: 778.563599
	Iteration 1F: 3 clusters Score -384118.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -384310.750000 Penalty: 778.563599
	Iteration 2F: 3 clusters Score -384310.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -384582.656250 Penalty: 778.563599
	Iteration 3F: 3 clusters Score -384582.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -384959.843750 Penalty: 778.563599
	Iteration 4F: 3 clusters Score -384959.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385392.500000 Penalty: 778.563599
	Iteration 5F: 3 clusters Score -385392.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -385683.906250 Penalty: 778.563599
	Iteration 6F: 3 clusters Score -385683.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -385822.906250 Penalty: 778.563599
	Iteration 7Q: 3 clusters Score -385822.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -385893.656250 Penalty: 778.563599
	Iteration 8Q: 3 clusters Score -385893.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -385935.843750 Penalty: 778.563599
	Iteration 9Q: 3 clusters Score -385935.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -385958.625000 Penalty: 778.563599
	Iteration 10Q: 3 clusters Score -385958.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -385968.218750 Penalty: 778.563599
	Iteration 11Q: 3 clusters Score -385968.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -385974.218750 Penalty: 778.563599
	Iteration 12Q: 3 clusters Score -385974.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -385977.281250 Penalty: 778.563599
	Iteration 13Q: 3 clusters Score -385977.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -385980.187500 Penalty: 778.563599
	Iteration 14Q: 3 clusters Score -385980.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -385982.906250 Penalty: 778.563599
	Iteration 15Q: 3 clusters Score -385982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -385985.468750 Penalty: 778.563599
	Iteration 16Q: 3 clusters Score -385985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -385987.656250 Penalty: 778.563599
	Iteration 17Q: 3 clusters Score -385987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -385988.375000 Penalty: 778.563599
	Iteration 18Q: 3 clusters Score -385988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -385988.750000 Penalty: 778.563599
	Iteration 19Q: 3 clusters Score -385988.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -385989.375000 Penalty: 778.563599
	Iteration 20F: 3 clusters Score -385989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -385991.187500 Penalty: 778.563599
	Iteration 21Q: 3 clusters Score -385991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -385991.093750 Penalty: 778.563599
	Iteration 22Q: 3 clusters Score -385991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -385991.968750 Penalty: 778.563599
	Iteration 23Q: 3 clusters Score -385992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -385992.375000 Penalty: 778.563599
	Iteration 24Q: 3 clusters Score -385992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -385992.906250 Penalty: 778.563599
	Iteration 25Q: 3 clusters Score -385992.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -385993.468750 Penalty: 778.563599
	Iteration 26Q: 3 clusters Score -385993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -385993.406250 Penalty: 778.563599
	Iteration 27Q: 3 clusters Score -385993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -385994.000000 Penalty: 778.563599
	Iteration 28Q: 3 clusters Score -385994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -385993.250000 Penalty: 778.563599
	Iteration 29Q: 3 clusters Score -385993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -385993.250000 Penalty: 778.563599
	Iteration 30F: 3 clusters Score -385993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -65302.210938 Penalty: 313.010681
	Iteration 0F: 2 clusters Score -65302.21 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 486 members 
Entering Unmasked Estep 
Score: -64511.414062 Penalty: 626.021362
	Iteration 0F: 3 clusters Score -64511.41 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -64792.378906 Penalty: 626.021362
	Iteration 1F: 3 clusters Score -64792.38 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -64877.996094 Penalty: 626.021362
	Iteration 2F: 3 clusters Score -64878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -64948.500000 Penalty: 626.021362
	Iteration 3F: 3 clusters Score -64948.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -65001.941406 Penalty: 626.021362
	Iteration 4F: 3 clusters Score -65001.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65036.769531 Penalty: 626.021362
	Iteration 5Q: 3 clusters Score -65036.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -65066.542969 Penalty: 626.021362
	Iteration 6Q: 3 clusters Score -65066.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -65086.988281 Penalty: 626.021362
	Iteration 7Q: 3 clusters Score -65086.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -65100.343750 Penalty: 626.021362
	Iteration 8Q: 3 clusters Score -65100.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -65117.589844 Penalty: 626.021362
	Iteration 9Q: 3 clusters Score -65117.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -65129.128906 Penalty: 626.021362
	Iteration 10Q: 3 clusters Score -65129.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65132.792969 Penalty: 626.021362
	Iteration 11Q: 3 clusters Score -65132.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -65133.441406 Penalty: 626.021362
	Iteration 12Q: 3 clusters Score -65133.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65133.968750 Penalty: 626.021362
	Iteration 13Q: 3 clusters Score -65133.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65133.968750 Penalty: 626.021362
	Iteration 14F: 3 clusters Score -65133.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Entering Unmasked Estep 
Score: -2146934.000000 Penalty: 467.125641
	Iteration 0F: 2 clusters Score -2146934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2127678.000000 Penalty: 934.251282
	Iteration 0F: 3 clusters Score -2127678 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2136829.500000 Penalty: 934.251282
	Iteration 1F: 3 clusters Score -2136830 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2138053.500000 Penalty: 934.251282
	Iteration 2F: 3 clusters Score -2138054 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2139432.750000 Penalty: 934.251282
	Iteration 3F: 3 clusters Score -2139433 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2141045.500000 Penalty: 934.251282
	Iteration 4F: 3 clusters Score -2141046 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2143183.750000 Penalty: 934.251282
	Iteration 5F: 3 clusters Score -2143184 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2145508.500000 Penalty: 934.251282
	Iteration 6F: 3 clusters Score -2145508 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2146522.000000 Penalty: 934.251282
	Iteration 7F: 3 clusters Score -2146522 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2146813.250000 Penalty: 934.251282
	Iteration 8Q: 3 clusters Score -2146813 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2146921.000000 Penalty: 934.251282
	Iteration 9Q: 3 clusters Score -2146921 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2146985.750000 Penalty: 934.251282
	Iteration 10Q: 3 clusters Score -2146986 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2147013.750000 Penalty: 934.251282
	Iteration 11Q: 3 clusters Score -2147014 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2147046.000000 Penalty: 934.251282
	Iteration 12Q: 3 clusters Score -2147046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2147047.250000 Penalty: 934.251282
	Iteration 13Q: 3 clusters Score -2147047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2147061.500000 Penalty: 934.251282
	Iteration 14Q: 3 clusters Score -2147062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2147064.750000 Penalty: 934.251282
	Iteration 15Q: 3 clusters Score -2147065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2147065.750000 Penalty: 934.251282
	Iteration 16Q: 3 clusters Score -2147066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2147064.250000 Penalty: 934.251282
	Iteration 17Q: 3 clusters Score -2147064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2147064.000000 Penalty: 934.251282
	Iteration 18Q: 3 clusters Score -2147064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2147068.000000 Penalty: 934.251282
	Iteration 19Q: 3 clusters Score -2147068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2147070.500000 Penalty: 934.251282
	Iteration 20F: 3 clusters Score -2147070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2147067.500000 Penalty: 934.251282
	Iteration 21Q: 3 clusters Score -2147068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2147065.000000 Penalty: 934.251282
	Iteration 22Q: 3 clusters Score -2147065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2147066.000000 Penalty: 934.251282
	Iteration 23Q: 3 clusters Score -2147066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2147066.500000 Penalty: 934.251282
	Iteration 24Q: 3 clusters Score -2147066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2147066.750000 Penalty: 934.251282
	Iteration 25Q: 3 clusters Score -2147067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2147066.000000 Penalty: 934.251282
	Iteration 26Q: 3 clusters Score -2147066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2147068.250000 Penalty: 934.251282
	Iteration 27Q: 3 clusters Score -2147068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2147068.500000 Penalty: 934.251282
	Iteration 28Q: 3 clusters Score -2147068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2147066.000000 Penalty: 934.251282
	Iteration 29Q: 3 clusters Score -2147066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2147066.000000 Penalty: 934.251282
	Iteration 30F: 3 clusters Score -2147066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 59774 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Entering Unmasked Estep 
Score: -42068332.000000 Penalty: 23475.521484
Splitting cluster 4 changes total score from -42061532.000000 to -42068332.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Entering Unmasked Estep 
Score: -23267.951172 Penalty: 300.786652
	Iteration 0F: 2 clusters Score -23267.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -22729.078125 Penalty: 601.573303
	Iteration 0F: 3 clusters Score -22729.08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23118.238281 Penalty: 601.573303
	Iteration 1F: 3 clusters Score -23118.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23189.097656 Penalty: 601.573303
	Iteration 2F: 3 clusters Score -23189.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23228.554688 Penalty: 601.573303
	Iteration 3Q: 3 clusters Score -23228.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -23259.156250 Penalty: 601.573303
	Iteration 4Q: 3 clusters Score -23259.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23302.203125 Penalty: 601.573303
	Iteration 5Q: 3 clusters Score -23302.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -23336.000000 Penalty: 601.573303
	Iteration 6Q: 3 clusters Score -23336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23358.023438 Penalty: 601.573303
	Iteration 7Q: 3 clusters Score -23358.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23373.294922 Penalty: 601.573303
	Iteration 8Q: 3 clusters Score -23373.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23382.675781 Penalty: 601.573303
	Iteration 9Q: 3 clusters Score -23382.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -23393.228516 Penalty: 601.573303
	Iteration 10Q: 3 clusters Score -23393.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23404.351562 Penalty: 601.573303
	Iteration 11Q: 3 clusters Score -23404.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -23422.441406 Penalty: 601.573303
	Iteration 12Q: 3 clusters Score -23422.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23447.164062 Penalty: 601.573303
	Iteration 13Q: 3 clusters Score -23447.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -23463.234375 Penalty: 601.573303
	Iteration 14Q: 3 clusters Score -23463.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23486.322266 Penalty: 601.573303
	Iteration 15Q: 3 clusters Score -23486.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -23494.869141 Penalty: 601.573303
	Iteration 16Q: 3 clusters Score -23494.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23498.917969 Penalty: 601.573303
	Iteration 17Q: 3 clusters Score -23498.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23504.595703 Penalty: 601.573303
	Iteration 18Q: 3 clusters Score -23504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23507.337891 Penalty: 601.573303
	Iteration 19Q: 3 clusters Score -23507.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23514.226562 Penalty: 601.573303
	Iteration 20F: 3 clusters Score -23514.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23522.074219 Penalty: 601.573303
	Iteration 21Q: 3 clusters Score -23522.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -23531.945312 Penalty: 601.573303
	Iteration 22Q: 3 clusters Score -23531.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -23541.890625 Penalty: 601.573303
	Iteration 23Q: 3 clusters Score -23541.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -23547.166016 Penalty: 601.573303
	Iteration 24Q: 3 clusters Score -23547.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -23549.464844 Penalty: 601.573303
	Iteration 25Q: 3 clusters Score -23549.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23550.359375 Penalty: 601.573303
	Iteration 26Q: 3 clusters Score -23550.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -23550.359375 Penalty: 601.573303
	Iteration 27F: 3 clusters Score -23550.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 59774 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Entering Unmasked Estep 
Score: -42068304.000000 Penalty: 24077.457031
Splitting cluster 5 changes total score from -42061532.000000 to -42068304.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 6 (59774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Entering Unmasked Estep 
Score: -4784980.500000 Penalty: 500.423859
	Iteration 0F: 2 clusters Score -4784980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4769858.500000 Penalty: 1000.847717
	Iteration 0F: 3 clusters Score -4769858 nChanged 28926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4787451.000000 Penalty: 1000.847717
	Iteration 1F: 3 clusters Score -4787451 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4789011.000000 Penalty: 1000.847717
	Iteration 2F: 3 clusters Score -4789011 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4791690.000000 Penalty: 1000.847717
	Iteration 3F: 3 clusters Score -4791690 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4793731.000000 Penalty: 1000.847717
	Iteration 4F: 3 clusters Score -4793731 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4795529.500000 Penalty: 1000.847717
	Iteration 5F: 3 clusters Score -4795530 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4798126.500000 Penalty: 1000.847717
	Iteration 6F: 3 clusters Score -4798126 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4799489.500000 Penalty: 1000.847717
	Iteration 7Q: 3 clusters Score -4799490 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4799994.500000 Penalty: 1000.847717
	Iteration 8Q: 3 clusters Score -4799994 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4800055.000000 Penalty: 1000.847717
	Iteration 9Q: 3 clusters Score -4800055 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4799913.500000 Penalty: 1000.847717
	Iteration 10Q: 3 clusters Score -4799914 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -4799644.000000 Penalty: 1000.847717
	Iteration 11Q: 3 clusters Score -4799644 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4799224.500000 Penalty: 1000.847717
	Iteration 12Q: 3 clusters Score -4799224 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4798780.500000 Penalty: 1000.847717
	Iteration 13Q: 3 clusters Score -4798780 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4798083.500000 Penalty: 1000.847717
	Iteration 14Q: 3 clusters Score -4798084 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4797297.500000 Penalty: 1000.847717
	Iteration 15Q: 3 clusters Score -4797298 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4797169.000000 Penalty: 1000.847717
	Iteration 16Q: 3 clusters Score -4797169 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4797347.500000 Penalty: 1000.847717
	Iteration 17Q: 3 clusters Score -4797348 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4797797.500000 Penalty: 1000.847717
	Iteration 18Q: 3 clusters Score -4797798 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4798011.000000 Penalty: 1000.847717
	Iteration 19Q: 3 clusters Score -4798011 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4798274.500000 Penalty: 1000.847717
	Iteration 20F: 3 clusters Score -4798274 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4798429.000000 Penalty: 1000.847717
	Iteration 21Q: 3 clusters Score -4798429 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4798519.500000 Penalty: 1000.847717
	Iteration 22Q: 3 clusters Score -4798520 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4798600.500000 Penalty: 1000.847717
	Iteration 23Q: 3 clusters Score -4798600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4798655.500000 Penalty: 1000.847717
	Iteration 24Q: 3 clusters Score -4798656 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -4798704.500000 Penalty: 1000.847717
	Iteration 25Q: 3 clusters Score -4798704 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4798735.000000 Penalty: 1000.847717
	Iteration 26Q: 3 clusters Score -4798735 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4798753.000000 Penalty: 1000.847717
	Iteration 27Q: 3 clusters Score -4798753 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4798786.500000 Penalty: 1000.847717
	Iteration 28Q: 3 clusters Score -4798786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -4798813.500000 Penalty: 1000.847717
	Iteration 29Q: 3 clusters Score -4798814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4798845.500000 Penalty: 1000.847717
	Iteration 30Q: 3 clusters Score -4798846 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4798831.000000 Penalty: 1000.847717
	Iteration 31Q: 3 clusters Score -4798831 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4798839.500000 Penalty: 1000.847717
	Iteration 32Q: 3 clusters Score -4798840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4798823.500000 Penalty: 1000.847717
	Iteration 33Q: 3 clusters Score -4798824 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -4798815.000000 Penalty: 1000.847717
	Iteration 34Q: 3 clusters Score -4798815 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -4798824.000000 Penalty: 1000.847717
	Iteration 35Q: 3 clusters Score -4798824 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4798820.000000 Penalty: 1000.847717
	Iteration 36Q: 3 clusters Score -4798820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4798804.500000 Penalty: 1000.847717
	Iteration 37Q: 3 clusters Score -4798804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4798768.000000 Penalty: 1000.847717
	Iteration 38Q: 3 clusters Score -4798768 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4798788.500000 Penalty: 1000.847717
	Iteration 39Q: 3 clusters Score -4798788 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4798765.500000 Penalty: 1000.847717
	Iteration 40F: 3 clusters Score -4798766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4798752.500000 Penalty: 1000.847717
	Iteration 41Q: 3 clusters Score -4798752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4798759.000000 Penalty: 1000.847717
	Iteration 42Q: 3 clusters Score -4798759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -4798742.000000 Penalty: 1000.847717
	Iteration 43Q: 3 clusters Score -4798742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4798732.500000 Penalty: 1000.847717
	Iteration 44Q: 3 clusters Score -4798732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4798719.500000 Penalty: 1000.847717
	Iteration 45Q: 3 clusters Score -4798720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4798705.000000 Penalty: 1000.847717
	Iteration 46Q: 3 clusters Score -4798705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4798691.000000 Penalty: 1000.847717
	Iteration 47Q: 3 clusters Score -4798691 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4798667.500000 Penalty: 1000.847717
	Iteration 48Q: 3 clusters Score -4798668 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4798679.500000 Penalty: 1000.847717
	Iteration 49Q: 3 clusters Score -4798680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4798698.500000 Penalty: 1000.847717
	Iteration 50Q: 3 clusters Score -4798698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4798708.500000 Penalty: 1000.847717
	Iteration 51Q: 3 clusters Score -4798708 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -4798689.000000 Penalty: 1000.847717
	Iteration 52Q: 3 clusters Score -4798689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4798678.000000 Penalty: 1000.847717
	Iteration 53Q: 3 clusters Score -4798678 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4798699.000000 Penalty: 1000.847717
	Iteration 54Q: 3 clusters Score -4798699 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4798707.500000 Penalty: 1000.847717
	Iteration 55Q: 3 clusters Score -4798708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4798700.500000 Penalty: 1000.847717
	Iteration 56Q: 3 clusters Score -4798700 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4798691.500000 Penalty: 1000.847717
	Iteration 57Q: 3 clusters Score -4798692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -4798673.500000 Penalty: 1000.847717
	Iteration 58Q: 3 clusters Score -4798674 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -4798667.500000 Penalty: 1000.847717
	Iteration 59Q: 3 clusters Score -4798668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4798686.500000 Penalty: 1000.847717
	Iteration 60F: 3 clusters Score -4798686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4798669.500000 Penalty: 1000.847717
	Iteration 61Q: 3 clusters Score -4798670 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4798691.500000 Penalty: 1000.847717
	Iteration 62Q: 3 clusters Score -4798692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4798679.500000 Penalty: 1000.847717
	Iteration 63Q: 3 clusters Score -4798680 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4798717.500000 Penalty: 1000.847717
	Iteration 64Q: 3 clusters Score -4798718 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -4798722.500000 Penalty: 1000.847717
	Iteration 65Q: 3 clusters Score -4798722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4798732.500000 Penalty: 1000.847717
	Iteration 66Q: 3 clusters Score -4798732 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4798752.000000 Penalty: 1000.847717
	Iteration 67Q: 3 clusters Score -4798752 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4798748.000000 Penalty: 1000.847717
	Iteration 68Q: 3 clusters Score -4798748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4798751.500000 Penalty: 1000.847717
	Iteration 69Q: 3 clusters Score -4798752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4798758.500000 Penalty: 1000.847717
	Iteration 70Q: 3 clusters Score -4798758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4798753.000000 Penalty: 1000.847717
	Iteration 71Q: 3 clusters Score -4798753 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4798773.500000 Penalty: 1000.847717
	Iteration 72Q: 3 clusters Score -4798774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -4798756.500000 Penalty: 1000.847717
	Iteration 73Q: 3 clusters Score -4798756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4798757.000000 Penalty: 1000.847717
	Iteration 74Q: 3 clusters Score -4798757 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -4798759.000000 Penalty: 1000.847717
	Iteration 75Q: 3 clusters Score -4798759 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4798749.500000 Penalty: 1000.847717
	Iteration 76Q: 3 clusters Score -4798750 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -4798754.000000 Penalty: 1000.847717
	Iteration 77Q: 3 clusters Score -4798754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4798767.000000 Penalty: 1000.847717
	Iteration 78Q: 3 clusters Score -4798767 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -4798777.500000 Penalty: 1000.847717
	Iteration 79Q: 3 clusters Score -4798778 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4798756.500000 Penalty: 1000.847717
	Iteration 80F: 3 clusters Score -4798756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4798746.000000 Penalty: 1000.847717
	Iteration 81Q: 3 clusters Score -4798746 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4798772.500000 Penalty: 1000.847717
	Iteration 82Q: 3 clusters Score -4798772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4798761.000000 Penalty: 1000.847717
	Iteration 83Q: 3 clusters Score -4798761 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -4798784.500000 Penalty: 1000.847717
	Iteration 84Q: 3 clusters Score -4798784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -4798773.500000 Penalty: 1000.847717
	Iteration 85Q: 3 clusters Score -4798774 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4798813.000000 Penalty: 1000.847717
	Iteration 86Q: 3 clusters Score -4798813 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4798824.500000 Penalty: 1000.847717
	Iteration 87Q: 3 clusters Score -4798824 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4798807.500000 Penalty: 1000.847717
	Iteration 88Q: 3 clusters Score -4798808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4798815.000000 Penalty: 1000.847717
	Iteration 89Q: 3 clusters Score -4798815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4798842.500000 Penalty: 1000.847717
	Iteration 90Q: 3 clusters Score -4798842 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4798874.000000 Penalty: 1000.847717
	Iteration 91Q: 3 clusters Score -4798874 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4798881.000000 Penalty: 1000.847717
	Iteration 92Q: 3 clusters Score -4798881 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4798857.500000 Penalty: 1000.847717
	Iteration 93Q: 3 clusters Score -4798858 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4798851.000000 Penalty: 1000.847717
	Iteration 94Q: 3 clusters Score -4798851 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4798855.500000 Penalty: 1000.847717
	Iteration 95Q: 3 clusters Score -4798856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4798864.000000 Penalty: 1000.847717
	Iteration 96Q: 3 clusters Score -4798864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -4798892.000000 Penalty: 1000.847717
	Iteration 97Q: 3 clusters Score -4798892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -4798897.500000 Penalty: 1000.847717
	Iteration 98Q: 3 clusters Score -4798898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4798885.000000 Penalty: 1000.847717
	Iteration 99Q: 3 clusters Score -4798885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4798886.000000 Penalty: 1000.847717
	Iteration 100F: 3 clusters Score -4798886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4798897.500000 Penalty: 1000.847717
	Iteration 101Q: 3 clusters Score -4798898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4798902.000000 Penalty: 1000.847717
	Iteration 102Q: 3 clusters Score -4798902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4798906.500000 Penalty: 1000.847717
	Iteration 103Q: 3 clusters Score -4798906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4798894.000000 Penalty: 1000.847717
	Iteration 104Q: 3 clusters Score -4798894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4798888.000000 Penalty: 1000.847717
	Iteration 105Q: 3 clusters Score -4798888 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4798882.500000 Penalty: 1000.847717
	Iteration 106Q: 3 clusters Score -4798882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4798884.000000 Penalty: 1000.847717
	Iteration 107Q: 3 clusters Score -4798884 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -4798868.500000 Penalty: 1000.847717
	Iteration 108Q: 3 clusters Score -4798868 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4798877.000000 Penalty: 1000.847717
	Iteration 109Q: 3 clusters Score -4798877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4798860.000000 Penalty: 1000.847717
	Iteration 110Q: 3 clusters Score -4798860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4798838.000000 Penalty: 1000.847717
	Iteration 111Q: 3 clusters Score -4798838 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4798866.500000 Penalty: 1000.847717
	Iteration 112Q: 3 clusters Score -4798866 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4798895.500000 Penalty: 1000.847717
	Iteration 113Q: 3 clusters Score -4798896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4798913.000000 Penalty: 1000.847717
	Iteration 114Q: 3 clusters Score -4798913 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4798929.500000 Penalty: 1000.847717
	Iteration 115Q: 3 clusters Score -4798930 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4798964.000000 Penalty: 1000.847717
	Iteration 116Q: 3 clusters Score -4798964 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4798937.000000 Penalty: 1000.847717
	Iteration 117Q: 3 clusters Score -4798937 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4798949.500000 Penalty: 1000.847717
	Iteration 118Q: 3 clusters Score -4798950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4798941.500000 Penalty: 1000.847717
	Iteration 119Q: 3 clusters Score -4798942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -4798915.000000 Penalty: 1000.847717
	Iteration 120F: 3 clusters Score -4798915 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4798913.500000 Penalty: 1000.847717
	Iteration 121Q: 3 clusters Score -4798914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4798932.000000 Penalty: 1000.847717
	Iteration 122Q: 3 clusters Score -4798932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4798944.500000 Penalty: 1000.847717
	Iteration 123Q: 3 clusters Score -4798944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -4798946.500000 Penalty: 1000.847717
	Iteration 124Q: 3 clusters Score -4798946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -4798948.500000 Penalty: 1000.847717
	Iteration 125Q: 3 clusters Score -4798948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -4798953.000000 Penalty: 1000.847717
	Iteration 126Q: 3 clusters Score -4798953 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4798929.000000 Penalty: 1000.847717
	Iteration 127Q: 3 clusters Score -4798929 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4798927.000000 Penalty: 1000.847717
	Iteration 128Q: 3 clusters Score -4798927 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4798930.000000 Penalty: 1000.847717
	Iteration 129Q: 3 clusters Score -4798930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -4798936.000000 Penalty: 1000.847717
	Iteration 130Q: 3 clusters Score -4798936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4798922.000000 Penalty: 1000.847717
	Iteration 131Q: 3 clusters Score -4798922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4798918.500000 Penalty: 1000.847717
	Iteration 132Q: 3 clusters Score -4798918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4798930.500000 Penalty: 1000.847717
	Iteration 133Q: 3 clusters Score -4798930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4798927.000000 Penalty: 1000.847717
	Iteration 134Q: 3 clusters Score -4798927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -4798917.500000 Penalty: 1000.847717
	Iteration 135Q: 3 clusters Score -4798918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4798942.000000 Penalty: 1000.847717
	Iteration 136Q: 3 clusters Score -4798942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4798943.500000 Penalty: 1000.847717
	Iteration 137Q: 3 clusters Score -4798944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4798956.000000 Penalty: 1000.847717
	Iteration 138Q: 3 clusters Score -4798956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4798980.000000 Penalty: 1000.847717
	Iteration 139Q: 3 clusters Score -4798980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4798986.000000 Penalty: 1000.847717
	Iteration 140F: 3 clusters Score -4798986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4798971.500000 Penalty: 1000.847717
	Iteration 141Q: 3 clusters Score -4798972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -4798990.500000 Penalty: 1000.847717
	Iteration 142Q: 3 clusters Score -4798990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4798982.500000 Penalty: 1000.847717
	Iteration 143Q: 3 clusters Score -4798982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -4799001.000000 Penalty: 1000.847717
	Iteration 144Q: 3 clusters Score -4799001 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4798999.000000 Penalty: 1000.847717
	Iteration 145Q: 3 clusters Score -4798999 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4799023.000000 Penalty: 1000.847717
	Iteration 146Q: 3 clusters Score -4799023 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4799014.500000 Penalty: 1000.847717
	Iteration 147Q: 3 clusters Score -4799014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4799019.500000 Penalty: 1000.847717
	Iteration 148Q: 3 clusters Score -4799020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4798996.000000 Penalty: 1000.847717
	Iteration 149Q: 3 clusters Score -4798996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4799000.500000 Penalty: 1000.847717
	Iteration 150Q: 3 clusters Score -4799000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4798998.000000 Penalty: 1000.847717
	Iteration 151Q: 3 clusters Score -4798998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4798992.500000 Penalty: 1000.847717
	Iteration 152Q: 3 clusters Score -4798992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4799003.500000 Penalty: 1000.847717
	Iteration 153Q: 3 clusters Score -4799004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4799012.500000 Penalty: 1000.847717
	Iteration 154Q: 3 clusters Score -4799012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4799003.500000 Penalty: 1000.847717
	Iteration 155Q: 3 clusters Score -4799004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4799021.500000 Penalty: 1000.847717
	Iteration 156Q: 3 clusters Score -4799022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4799023.500000 Penalty: 1000.847717
	Iteration 157Q: 3 clusters Score -4799024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4799045.000000 Penalty: 1000.847717
	Iteration 158Q: 3 clusters Score -4799045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4799027.500000 Penalty: 1000.847717
	Iteration 159Q: 3 clusters Score -4799028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4799046.500000 Penalty: 1000.847717
	Iteration 160F: 3 clusters Score -4799046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4799043.000000 Penalty: 1000.847717
	Iteration 161Q: 3 clusters Score -4799043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4799054.500000 Penalty: 1000.847717
	Iteration 162Q: 3 clusters Score -4799054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4799048.000000 Penalty: 1000.847717
	Iteration 163Q: 3 clusters Score -4799048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4799069.500000 Penalty: 1000.847717
	Iteration 164Q: 3 clusters Score -4799070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4799083.500000 Penalty: 1000.847717
	Iteration 165Q: 3 clusters Score -4799084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4799065.500000 Penalty: 1000.847717
	Iteration 166Q: 3 clusters Score -4799066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4799079.000000 Penalty: 1000.847717
	Iteration 167Q: 3 clusters Score -4799079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -4799099.000000 Penalty: 1000.847717
	Iteration 168Q: 3 clusters Score -4799099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -4799100.000000 Penalty: 1000.847717
	Iteration 169Q: 3 clusters Score -4799100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4799121.000000 Penalty: 1000.847717
	Iteration 170Q: 3 clusters Score -4799121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4799119.500000 Penalty: 1000.847717
	Iteration 171Q: 3 clusters Score -4799120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4799119.500000 Penalty: 1000.847717
	Iteration 172Q: 3 clusters Score -4799120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4799127.000000 Penalty: 1000.847717
	Iteration 173Q: 3 clusters Score -4799127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4799153.000000 Penalty: 1000.847717
	Iteration 174Q: 3 clusters Score -4799153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4799156.500000 Penalty: 1000.847717
	Iteration 175Q: 3 clusters Score -4799156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4799162.500000 Penalty: 1000.847717
	Iteration 176Q: 3 clusters Score -4799162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4799160.000000 Penalty: 1000.847717
	Iteration 177Q: 3 clusters Score -4799160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -4799160.000000 Penalty: 1000.847717
	Iteration 178Q: 3 clusters Score -4799160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4799181.000000 Penalty: 1000.847717
	Iteration 179Q: 3 clusters Score -4799181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4799184.500000 Penalty: 1000.847717
	Iteration 180F: 3 clusters Score -4799184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4799166.500000 Penalty: 1000.847717
	Iteration 181Q: 3 clusters Score -4799166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4799171.000000 Penalty: 1000.847717
	Iteration 182Q: 3 clusters Score -4799171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4799165.500000 Penalty: 1000.847717
	Iteration 183Q: 3 clusters Score -4799166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4799161.000000 Penalty: 1000.847717
	Iteration 184Q: 3 clusters Score -4799161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4799146.000000 Penalty: 1000.847717
	Iteration 185Q: 3 clusters Score -4799146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4799167.000000 Penalty: 1000.847717
	Iteration 186Q: 3 clusters Score -4799167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4799187.000000 Penalty: 1000.847717
	Iteration 187Q: 3 clusters Score -4799187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4799208.500000 Penalty: 1000.847717
	Iteration 188Q: 3 clusters Score -4799208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4799198.000000 Penalty: 1000.847717
	Iteration 189Q: 3 clusters Score -4799198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4799222.000000 Penalty: 1000.847717
	Iteration 190Q: 3 clusters Score -4799222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4799243.000000 Penalty: 1000.847717
	Iteration 191Q: 3 clusters Score -4799243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4799247.000000 Penalty: 1000.847717
	Iteration 192Q: 3 clusters Score -4799247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -4799256.000000 Penalty: 1000.847717
	Iteration 193Q: 3 clusters Score -4799256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4799251.500000 Penalty: 1000.847717
	Iteration 194Q: 3 clusters Score -4799252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4799256.000000 Penalty: 1000.847717
	Iteration 195Q: 3 clusters Score -4799256 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4799249.500000 Penalty: 1000.847717
	Iteration 196Q: 3 clusters Score -4799250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4799247.500000 Penalty: 1000.847717
	Iteration 197Q: 3 clusters Score -4799248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4799248.000000 Penalty: 1000.847717
	Iteration 198Q: 3 clusters Score -4799248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4799235.000000 Penalty: 1000.847717
	Iteration 199Q: 3 clusters Score -4799235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -4799217.000000 Penalty: 1000.847717
	Iteration 200F: 3 clusters Score -4799217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4799227.000000 Penalty: 1000.847717
	Iteration 201Q: 3 clusters Score -4799227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4799221.000000 Penalty: 1000.847717
	Iteration 202Q: 3 clusters Score -4799221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4799209.500000 Penalty: 1000.847717
	Iteration 203Q: 3 clusters Score -4799210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4799222.500000 Penalty: 1000.847717
	Iteration 204Q: 3 clusters Score -4799222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4799233.500000 Penalty: 1000.847717
	Iteration 205Q: 3 clusters Score -4799234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4799241.000000 Penalty: 1000.847717
	Iteration 206Q: 3 clusters Score -4799241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4799250.000000 Penalty: 1000.847717
	Iteration 207Q: 3 clusters Score -4799250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4799247.500000 Penalty: 1000.847717
	Iteration 208Q: 3 clusters Score -4799248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4799261.000000 Penalty: 1000.847717
	Iteration 209Q: 3 clusters Score -4799261 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4799275.500000 Penalty: 1000.847717
	Iteration 210Q: 3 clusters Score -4799276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4799275.500000 Penalty: 1000.847717
	Iteration 211Q: 3 clusters Score -4799276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4799284.000000 Penalty: 1000.847717
	Iteration 212Q: 3 clusters Score -4799284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4799305.500000 Penalty: 1000.847717
	Iteration 213Q: 3 clusters Score -4799306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4799322.500000 Penalty: 1000.847717
	Iteration 214Q: 3 clusters Score -4799322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4799337.500000 Penalty: 1000.847717
	Iteration 215Q: 3 clusters Score -4799338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4799322.500000 Penalty: 1000.847717
	Iteration 216Q: 3 clusters Score -4799322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4799338.000000 Penalty: 1000.847717
	Iteration 217Q: 3 clusters Score -4799338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4799341.000000 Penalty: 1000.847717
	Iteration 218Q: 3 clusters Score -4799341 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4799349.500000 Penalty: 1000.847717
	Iteration 219Q: 3 clusters Score -4799350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4799347.500000 Penalty: 1000.847717
	Iteration 220F: 3 clusters Score -4799348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -4799347.000000 Penalty: 1000.847717
	Iteration 221Q: 3 clusters Score -4799347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4799323.500000 Penalty: 1000.847717
	Iteration 222Q: 3 clusters Score -4799324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4799328.000000 Penalty: 1000.847717
	Iteration 223Q: 3 clusters Score -4799328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4799342.000000 Penalty: 1000.847717
	Iteration 224Q: 3 clusters Score -4799342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4799351.000000 Penalty: 1000.847717
	Iteration 225Q: 3 clusters Score -4799351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4799345.000000 Penalty: 1000.847717
	Iteration 226Q: 3 clusters Score -4799345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4799332.000000 Penalty: 1000.847717
	Iteration 227Q: 3 clusters Score -4799332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4799356.000000 Penalty: 1000.847717
	Iteration 228Q: 3 clusters Score -4799356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4799348.000000 Penalty: 1000.847717
	Iteration 229Q: 3 clusters Score -4799348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4799351.500000 Penalty: 1000.847717
	Iteration 230Q: 3 clusters Score -4799352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4799339.500000 Penalty: 1000.847717
	Iteration 231Q: 3 clusters Score -4799340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4799339.500000 Penalty: 1000.847717
	Iteration 232Q: 3 clusters Score -4799340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4799346.500000 Penalty: 1000.847717
	Iteration 233Q: 3 clusters Score -4799346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4799342.500000 Penalty: 1000.847717
	Iteration 234Q: 3 clusters Score -4799342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4799349.000000 Penalty: 1000.847717
	Iteration 235Q: 3 clusters Score -4799349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4799354.000000 Penalty: 1000.847717
	Iteration 236Q: 3 clusters Score -4799354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -4799350.500000 Penalty: 1000.847717
	Iteration 237Q: 3 clusters Score -4799350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4799336.500000 Penalty: 1000.847717
	Iteration 238Q: 3 clusters Score -4799336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4799335.500000 Penalty: 1000.847717
	Iteration 239Q: 3 clusters Score -4799336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4799331.500000 Penalty: 1000.847717
	Iteration 240F: 3 clusters Score -4799332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4799331.500000 Penalty: 1000.847717
	Iteration 241Q: 3 clusters Score -4799332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4799334.000000 Penalty: 1000.847717
	Iteration 242Q: 3 clusters Score -4799334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4799332.000000 Penalty: 1000.847717
	Iteration 243Q: 3 clusters Score -4799332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4799329.500000 Penalty: 1000.847717
	Iteration 244Q: 3 clusters Score -4799330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4799329.500000 Penalty: 1000.847717
	Iteration 245Q: 3 clusters Score -4799330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4799322.000000 Penalty: 1000.847717
	Iteration 246Q: 3 clusters Score -4799322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4799324.500000 Penalty: 1000.847717
	Iteration 247Q: 3 clusters Score -4799324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4799324.500000 Penalty: 1000.847717
	Iteration 248Q: 3 clusters Score -4799324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4799319.500000 Penalty: 1000.847717
	Iteration 249Q: 3 clusters Score -4799320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4799317.000000 Penalty: 1000.847717
	Iteration 250Q: 3 clusters Score -4799317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4799324.500000 Penalty: 1000.847717
	Iteration 251Q: 3 clusters Score -4799324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -4799329.000000 Penalty: 1000.847717
	Iteration 252Q: 3 clusters Score -4799329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4799325.000000 Penalty: 1000.847717
	Iteration 253Q: 3 clusters Score -4799325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4799323.000000 Penalty: 1000.847717
	Iteration 254Q: 3 clusters Score -4799323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4799320.000000 Penalty: 1000.847717
	Iteration 255Q: 3 clusters Score -4799320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4799324.000000 Penalty: 1000.847717
	Iteration 256Q: 3 clusters Score -4799324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4799327.500000 Penalty: 1000.847717
	Iteration 257Q: 3 clusters Score -4799328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -4799315.500000 Penalty: 1000.847717
	Iteration 258Q: 3 clusters Score -4799316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4799326.500000 Penalty: 1000.847717
	Iteration 259Q: 3 clusters Score -4799326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4799327.500000 Penalty: 1000.847717
	Iteration 260F: 3 clusters Score -4799328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4799326.000000 Penalty: 1000.847717
	Iteration 261Q: 3 clusters Score -4799326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4799318.500000 Penalty: 1000.847717
	Iteration 262Q: 3 clusters Score -4799318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4799312.500000 Penalty: 1000.847717
	Iteration 263Q: 3 clusters Score -4799312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4799323.000000 Penalty: 1000.847717
	Iteration 264Q: 3 clusters Score -4799323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4799318.000000 Penalty: 1000.847717
	Iteration 265Q: 3 clusters Score -4799318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4799313.000000 Penalty: 1000.847717
	Iteration 266Q: 3 clusters Score -4799313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4799316.000000 Penalty: 1000.847717
	Iteration 267Q: 3 clusters Score -4799316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -4799314.500000 Penalty: 1000.847717
	Iteration 268Q: 3 clusters Score -4799314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4799313.500000 Penalty: 1000.847717
	Iteration 269Q: 3 clusters Score -4799314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4799316.000000 Penalty: 1000.847717
	Iteration 270Q: 3 clusters Score -4799316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4799311.000000 Penalty: 1000.847717
	Iteration 271Q: 3 clusters Score -4799311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4799302.500000 Penalty: 1000.847717
	Iteration 272Q: 3 clusters Score -4799302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4799305.500000 Penalty: 1000.847717
	Iteration 273Q: 3 clusters Score -4799306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4799284.500000 Penalty: 1000.847717
	Iteration 274Q: 3 clusters Score -4799284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4799285.500000 Penalty: 1000.847717
	Iteration 275Q: 3 clusters Score -4799286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4799302.000000 Penalty: 1000.847717
	Iteration 276Q: 3 clusters Score -4799302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4799311.000000 Penalty: 1000.847717
	Iteration 277Q: 3 clusters Score -4799311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4799305.000000 Penalty: 1000.847717
	Iteration 278Q: 3 clusters Score -4799305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4799298.000000 Penalty: 1000.847717
	Iteration 279Q: 3 clusters Score -4799298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4799296.500000 Penalty: 1000.847717
	Iteration 280F: 3 clusters Score -4799296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4799283.000000 Penalty: 1000.847717
	Iteration 281Q: 3 clusters Score -4799283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4799279.500000 Penalty: 1000.847717
	Iteration 282Q: 3 clusters Score -4799280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4799274.500000 Penalty: 1000.847717
	Iteration 283Q: 3 clusters Score -4799274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4799278.500000 Penalty: 1000.847717
	Iteration 284Q: 3 clusters Score -4799278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4799279.500000 Penalty: 1000.847717
	Iteration 285Q: 3 clusters Score -4799280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4799278.000000 Penalty: 1000.847717
	Iteration 286Q: 3 clusters Score -4799278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4799289.500000 Penalty: 1000.847717
	Iteration 287Q: 3 clusters Score -4799290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4799300.500000 Penalty: 1000.847717
	Iteration 288Q: 3 clusters Score -4799300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4799296.500000 Penalty: 1000.847717
	Iteration 289Q: 3 clusters Score -4799296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4799303.000000 Penalty: 1000.847717
	Iteration 290Q: 3 clusters Score -4799303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4799306.000000 Penalty: 1000.847717
	Iteration 291Q: 3 clusters Score -4799306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4799301.500000 Penalty: 1000.847717
	Iteration 292Q: 3 clusters Score -4799302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4799287.500000 Penalty: 1000.847717
	Iteration 293Q: 3 clusters Score -4799288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -4799285.000000 Penalty: 1000.847717
	Iteration 294Q: 3 clusters Score -4799285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4799279.500000 Penalty: 1000.847717
	Iteration 295Q: 3 clusters Score -4799280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4799287.500000 Penalty: 1000.847717
	Iteration 296Q: 3 clusters Score -4799288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4799295.500000 Penalty: 1000.847717
	Iteration 297Q: 3 clusters Score -4799296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4799301.500000 Penalty: 1000.847717
	Iteration 298Q: 3 clusters Score -4799302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4799286.000000 Penalty: 1000.847717
	Iteration 299Q: 3 clusters Score -4799286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4799276.500000 Penalty: 1000.847717
	Iteration 300F: 3 clusters Score -4799276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4799275.000000 Penalty: 1000.847717
	Iteration 301Q: 3 clusters Score -4799275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4799259.000000 Penalty: 1000.847717
	Iteration 302Q: 3 clusters Score -4799259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4799262.000000 Penalty: 1000.847717
	Iteration 303Q: 3 clusters Score -4799262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4799246.500000 Penalty: 1000.847717
	Iteration 304Q: 3 clusters Score -4799246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4799244.000000 Penalty: 1000.847717
	Iteration 305Q: 3 clusters Score -4799244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4799237.000000 Penalty: 1000.847717
	Iteration 306Q: 3 clusters Score -4799237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4799235.500000 Penalty: 1000.847717
	Iteration 307Q: 3 clusters Score -4799236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4799219.000000 Penalty: 1000.847717
	Iteration 308Q: 3 clusters Score -4799219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4799229.000000 Penalty: 1000.847717
	Iteration 309Q: 3 clusters Score -4799229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -4799226.500000 Penalty: 1000.847717
	Iteration 310Q: 3 clusters Score -4799226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4799230.000000 Penalty: 1000.847717
	Iteration 311Q: 3 clusters Score -4799230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4799214.500000 Penalty: 1000.847717
	Iteration 312Q: 3 clusters Score -4799214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4799218.500000 Penalty: 1000.847717
	Iteration 313Q: 3 clusters Score -4799218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4799220.500000 Penalty: 1000.847717
	Iteration 314Q: 3 clusters Score -4799220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4799223.000000 Penalty: 1000.847717
	Iteration 315Q: 3 clusters Score -4799223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4799237.000000 Penalty: 1000.847717
	Iteration 316Q: 3 clusters Score -4799237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4799238.500000 Penalty: 1000.847717
	Iteration 317Q: 3 clusters Score -4799238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4799242.000000 Penalty: 1000.847717
	Iteration 318Q: 3 clusters Score -4799242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4799245.500000 Penalty: 1000.847717
	Iteration 319Q: 3 clusters Score -4799246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4799227.000000 Penalty: 1000.847717
	Iteration 320F: 3 clusters Score -4799227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4799230.000000 Penalty: 1000.847717
	Iteration 321Q: 3 clusters Score -4799230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4799236.500000 Penalty: 1000.847717
	Iteration 322Q: 3 clusters Score -4799236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4799230.000000 Penalty: 1000.847717
	Iteration 323Q: 3 clusters Score -4799230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4799231.500000 Penalty: 1000.847717
	Iteration 324Q: 3 clusters Score -4799232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4799222.500000 Penalty: 1000.847717
	Iteration 325Q: 3 clusters Score -4799222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4799210.500000 Penalty: 1000.847717
	Iteration 326Q: 3 clusters Score -4799210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4799209.000000 Penalty: 1000.847717
	Iteration 327Q: 3 clusters Score -4799209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4799213.500000 Penalty: 1000.847717
	Iteration 328Q: 3 clusters Score -4799214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4799213.500000 Penalty: 1000.847717
	Iteration 329Q: 3 clusters Score -4799214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4799204.500000 Penalty: 1000.847717
	Iteration 330Q: 3 clusters Score -4799204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -4799205.500000 Penalty: 1000.847717
	Iteration 331Q: 3 clusters Score -4799206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4799201.000000 Penalty: 1000.847717
	Iteration 332Q: 3 clusters Score -4799201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -4799196.000000 Penalty: 1000.847717
	Iteration 333Q: 3 clusters Score -4799196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4799208.500000 Penalty: 1000.847717
	Iteration 334Q: 3 clusters Score -4799208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4799211.500000 Penalty: 1000.847717
	Iteration 335Q: 3 clusters Score -4799212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4799199.500000 Penalty: 1000.847717
	Iteration 336Q: 3 clusters Score -4799200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4799187.500000 Penalty: 1000.847717
	Iteration 337Q: 3 clusters Score -4799188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4799181.000000 Penalty: 1000.847717
	Iteration 338Q: 3 clusters Score -4799181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4799203.000000 Penalty: 1000.847717
	Iteration 339Q: 3 clusters Score -4799203 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4799197.500000 Penalty: 1000.847717
	Iteration 340F: 3 clusters Score -4799198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -4799205.000000 Penalty: 1000.847717
	Iteration 341Q: 3 clusters Score -4799205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4799204.500000 Penalty: 1000.847717
	Iteration 342Q: 3 clusters Score -4799204 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4799215.000000 Penalty: 1000.847717
	Iteration 343Q: 3 clusters Score -4799215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4799222.000000 Penalty: 1000.847717
	Iteration 344Q: 3 clusters Score -4799222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4799223.000000 Penalty: 1000.847717
	Iteration 345Q: 3 clusters Score -4799223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4799225.000000 Penalty: 1000.847717
	Iteration 346Q: 3 clusters Score -4799225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4799247.000000 Penalty: 1000.847717
	Iteration 347Q: 3 clusters Score -4799247 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4799242.000000 Penalty: 1000.847717
	Iteration 348Q: 3 clusters Score -4799242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4799252.000000 Penalty: 1000.847717
	Iteration 349Q: 3 clusters Score -4799252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4799260.500000 Penalty: 1000.847717
	Iteration 350Q: 3 clusters Score -4799260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4799246.000000 Penalty: 1000.847717
	Iteration 351Q: 3 clusters Score -4799246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4799215.500000 Penalty: 1000.847717
	Iteration 352Q: 3 clusters Score -4799216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4799213.000000 Penalty: 1000.847717
	Iteration 353Q: 3 clusters Score -4799213 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -4799199.500000 Penalty: 1000.847717
	Iteration 354Q: 3 clusters Score -4799200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4799196.000000 Penalty: 1000.847717
	Iteration 355Q: 3 clusters Score -4799196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4799206.500000 Penalty: 1000.847717
	Iteration 356Q: 3 clusters Score -4799206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4799198.000000 Penalty: 1000.847717
	Iteration 357Q: 3 clusters Score -4799198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4799179.000000 Penalty: 1000.847717
	Iteration 358Q: 3 clusters Score -4799179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4799171.500000 Penalty: 1000.847717
	Iteration 359Q: 3 clusters Score -4799172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4799144.000000 Penalty: 1000.847717
	Iteration 360F: 3 clusters Score -4799144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4799142.500000 Penalty: 1000.847717
	Iteration 361Q: 3 clusters Score -4799142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4799136.000000 Penalty: 1000.847717
	Iteration 362Q: 3 clusters Score -4799136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4799122.000000 Penalty: 1000.847717
	Iteration 363Q: 3 clusters Score -4799122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4799142.500000 Penalty: 1000.847717
	Iteration 364Q: 3 clusters Score -4799142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4799138.500000 Penalty: 1000.847717
	Iteration 365Q: 3 clusters Score -4799138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4799130.500000 Penalty: 1000.847717
	Iteration 366Q: 3 clusters Score -4799130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4799124.000000 Penalty: 1000.847717
	Iteration 367Q: 3 clusters Score -4799124 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4799109.000000 Penalty: 1000.847717
	Iteration 368Q: 3 clusters Score -4799109 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4799107.000000 Penalty: 1000.847717
	Iteration 369Q: 3 clusters Score -4799107 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4799098.000000 Penalty: 1000.847717
	Iteration 370Q: 3 clusters Score -4799098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4799099.000000 Penalty: 1000.847717
	Iteration 371Q: 3 clusters Score -4799099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4799097.500000 Penalty: 1000.847717
	Iteration 372Q: 3 clusters Score -4799098 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4799097.500000 Penalty: 1000.847717
	Iteration 373Q: 3 clusters Score -4799098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4799094.500000 Penalty: 1000.847717
	Iteration 374Q: 3 clusters Score -4799094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4799105.500000 Penalty: 1000.847717
	Iteration 375Q: 3 clusters Score -4799106 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4799127.000000 Penalty: 1000.847717
	Iteration 376Q: 3 clusters Score -4799127 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4799125.500000 Penalty: 1000.847717
	Iteration 377Q: 3 clusters Score -4799126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4799127.000000 Penalty: 1000.847717
	Iteration 378Q: 3 clusters Score -4799127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4799145.500000 Penalty: 1000.847717
	Iteration 379Q: 3 clusters Score -4799146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4799142.500000 Penalty: 1000.847717
	Iteration 380F: 3 clusters Score -4799142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4799141.500000 Penalty: 1000.847717
	Iteration 381Q: 3 clusters Score -4799142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4799138.000000 Penalty: 1000.847717
	Iteration 382Q: 3 clusters Score -4799138 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4799130.500000 Penalty: 1000.847717
	Iteration 383Q: 3 clusters Score -4799130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4799144.000000 Penalty: 1000.847717
	Iteration 384Q: 3 clusters Score -4799144 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4799121.000000 Penalty: 1000.847717
	Iteration 385Q: 3 clusters Score -4799121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4799100.500000 Penalty: 1000.847717
	Iteration 386Q: 3 clusters Score -4799100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4799109.000000 Penalty: 1000.847717
	Iteration 387Q: 3 clusters Score -4799109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4799127.000000 Penalty: 1000.847717
	Iteration 388Q: 3 clusters Score -4799127 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4799131.500000 Penalty: 1000.847717
	Iteration 389Q: 3 clusters Score -4799132 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4799162.500000 Penalty: 1000.847717
	Iteration 390Q: 3 clusters Score -4799162 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4799169.500000 Penalty: 1000.847717
	Iteration 391Q: 3 clusters Score -4799170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4799176.500000 Penalty: 1000.847717
	Iteration 392Q: 3 clusters Score -4799176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4799192.500000 Penalty: 1000.847717
	Iteration 393Q: 3 clusters Score -4799192 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4799166.500000 Penalty: 1000.847717
	Iteration 394Q: 3 clusters Score -4799166 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4799182.000000 Penalty: 1000.847717
	Iteration 395Q: 3 clusters Score -4799182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -4799168.500000 Penalty: 1000.847717
	Iteration 396Q: 3 clusters Score -4799168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4799170.500000 Penalty: 1000.847717
	Iteration 397Q: 3 clusters Score -4799170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4799171.000000 Penalty: 1000.847717
	Iteration 398Q: 3 clusters Score -4799171 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -4799172.500000 Penalty: 1000.847717
	Iteration 399Q: 3 clusters Score -4799172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4799170.500000 Penalty: 1000.847717
	Iteration 400F: 3 clusters Score -4799170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4799156.500000 Penalty: 1000.847717
	Iteration 401Q: 3 clusters Score -4799156 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4799130.500000 Penalty: 1000.847717
	Iteration 402Q: 3 clusters Score -4799130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4799115.000000 Penalty: 1000.847717
	Iteration 403Q: 3 clusters Score -4799115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4799106.500000 Penalty: 1000.847717
	Iteration 404Q: 3 clusters Score -4799106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4799098.500000 Penalty: 1000.847717
	Iteration 405Q: 3 clusters Score -4799098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4799083.500000 Penalty: 1000.847717
	Iteration 406Q: 3 clusters Score -4799084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4799069.500000 Penalty: 1000.847717
	Iteration 407Q: 3 clusters Score -4799070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4799093.000000 Penalty: 1000.847717
	Iteration 408Q: 3 clusters Score -4799093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4799083.500000 Penalty: 1000.847717
	Iteration 409Q: 3 clusters Score -4799084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4799068.500000 Penalty: 1000.847717
	Iteration 410Q: 3 clusters Score -4799068 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4799067.500000 Penalty: 1000.847717
	Iteration 411Q: 3 clusters Score -4799068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4799062.000000 Penalty: 1000.847717
	Iteration 412Q: 3 clusters Score -4799062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4799062.500000 Penalty: 1000.847717
	Iteration 413Q: 3 clusters Score -4799062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4799035.500000 Penalty: 1000.847717
	Iteration 414Q: 3 clusters Score -4799036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4799039.500000 Penalty: 1000.847717
	Iteration 415Q: 3 clusters Score -4799040 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4799025.500000 Penalty: 1000.847717
	Iteration 416Q: 3 clusters Score -4799026 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4799005.000000 Penalty: 1000.847717
	Iteration 417Q: 3 clusters Score -4799005 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4798977.500000 Penalty: 1000.847717
	Iteration 418Q: 3 clusters Score -4798978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4798980.000000 Penalty: 1000.847717
	Iteration 419Q: 3 clusters Score -4798980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4798955.500000 Penalty: 1000.847717
	Iteration 420F: 3 clusters Score -4798956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4798957.500000 Penalty: 1000.847717
	Iteration 421Q: 3 clusters Score -4798958 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4798989.000000 Penalty: 1000.847717
	Iteration 422Q: 3 clusters Score -4798989 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4798985.000000 Penalty: 1000.847717
	Iteration 423Q: 3 clusters Score -4798985 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4799006.500000 Penalty: 1000.847717
	Iteration 424Q: 3 clusters Score -4799006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4798939.000000 Penalty: 1000.847717
	Iteration 425Q: 3 clusters Score -4798939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4798945.500000 Penalty: 1000.847717
	Iteration 426Q: 3 clusters Score -4798946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4798955.000000 Penalty: 1000.847717
	Iteration 427Q: 3 clusters Score -4798955 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4798950.000000 Penalty: 1000.847717
	Iteration 428Q: 3 clusters Score -4798950 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4798949.000000 Penalty: 1000.847717
	Iteration 429Q: 3 clusters Score -4798949 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4798934.000000 Penalty: 1000.847717
	Iteration 430Q: 3 clusters Score -4798934 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4798946.500000 Penalty: 1000.847717
	Iteration 431Q: 3 clusters Score -4798946 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4798927.000000 Penalty: 1000.847717
	Iteration 432Q: 3 clusters Score -4798927 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4798936.000000 Penalty: 1000.847717
	Iteration 433Q: 3 clusters Score -4798936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4798922.500000 Penalty: 1000.847717
	Iteration 434Q: 3 clusters Score -4798922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4798917.000000 Penalty: 1000.847717
	Iteration 435Q: 3 clusters Score -4798917 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4798920.500000 Penalty: 1000.847717
	Iteration 436Q: 3 clusters Score -4798920 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4798904.500000 Penalty: 1000.847717
	Iteration 437Q: 3 clusters Score -4798904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4798888.000000 Penalty: 1000.847717
	Iteration 438Q: 3 clusters Score -4798888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4798903.000000 Penalty: 1000.847717
	Iteration 439Q: 3 clusters Score -4798903 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4798878.000000 Penalty: 1000.847717
	Iteration 440F: 3 clusters Score -4798878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4798879.000000 Penalty: 1000.847717
	Iteration 441Q: 3 clusters Score -4798879 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4798902.000000 Penalty: 1000.847717
	Iteration 442Q: 3 clusters Score -4798902 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4798889.500000 Penalty: 1000.847717
	Iteration 443Q: 3 clusters Score -4798890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4798920.500000 Penalty: 1000.847717
	Iteration 444Q: 3 clusters Score -4798920 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4798932.000000 Penalty: 1000.847717
	Iteration 445Q: 3 clusters Score -4798932 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4798933.000000 Penalty: 1000.847717
	Iteration 446Q: 3 clusters Score -4798933 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4798939.000000 Penalty: 1000.847717
	Iteration 447Q: 3 clusters Score -4798939 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -4798909.000000 Penalty: 1000.847717
	Iteration 448Q: 3 clusters Score -4798909 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4798908.500000 Penalty: 1000.847717
	Iteration 449Q: 3 clusters Score -4798908 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4798864.500000 Penalty: 1000.847717
	Iteration 450Q: 3 clusters Score -4798864 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -4798873.000000 Penalty: 1000.847717
	Iteration 451Q: 3 clusters Score -4798873 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4798894.000000 Penalty: 1000.847717
	Iteration 452Q: 3 clusters Score -4798894 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4798866.000000 Penalty: 1000.847717
	Iteration 453Q: 3 clusters Score -4798866 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4798842.500000 Penalty: 1000.847717
	Iteration 454Q: 3 clusters Score -4798842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4798839.000000 Penalty: 1000.847717
	Iteration 455Q: 3 clusters Score -4798839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4798826.500000 Penalty: 1000.847717
	Iteration 456Q: 3 clusters Score -4798826 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4798835.000000 Penalty: 1000.847717
	Iteration 457Q: 3 clusters Score -4798835 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4798826.000000 Penalty: 1000.847717
	Iteration 458Q: 3 clusters Score -4798826 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4798804.000000 Penalty: 1000.847717
	Iteration 459Q: 3 clusters Score -4798804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4798783.500000 Penalty: 1000.847717
	Iteration 460F: 3 clusters Score -4798784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4798771.000000 Penalty: 1000.847717
	Iteration 461Q: 3 clusters Score -4798771 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4798755.000000 Penalty: 1000.847717
	Iteration 462Q: 3 clusters Score -4798755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4798694.500000 Penalty: 1000.847717
	Iteration 463Q: 3 clusters Score -4798694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4798666.000000 Penalty: 1000.847717
	Iteration 464Q: 3 clusters Score -4798666 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4798644.000000 Penalty: 1000.847717
	Iteration 465Q: 3 clusters Score -4798644 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4798636.500000 Penalty: 1000.847717
	Iteration 466Q: 3 clusters Score -4798636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4798630.000000 Penalty: 1000.847717
	Iteration 467Q: 3 clusters Score -4798630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4798601.000000 Penalty: 1000.847717
	Iteration 468Q: 3 clusters Score -4798601 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4798603.000000 Penalty: 1000.847717
	Iteration 469Q: 3 clusters Score -4798603 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4798624.000000 Penalty: 1000.847717
	Iteration 470Q: 3 clusters Score -4798624 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4798661.500000 Penalty: 1000.847717
	Iteration 471Q: 3 clusters Score -4798662 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4798646.500000 Penalty: 1000.847717
	Iteration 472Q: 3 clusters Score -4798646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4798655.500000 Penalty: 1000.847717
	Iteration 473Q: 3 clusters Score -4798656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4798660.000000 Penalty: 1000.847717
	Iteration 474Q: 3 clusters Score -4798660 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4798649.000000 Penalty: 1000.847717
	Iteration 475Q: 3 clusters Score -4798649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4798641.000000 Penalty: 1000.847717
	Iteration 476Q: 3 clusters Score -4798641 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4798633.000000 Penalty: 1000.847717
	Iteration 477Q: 3 clusters Score -4798633 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4798625.500000 Penalty: 1000.847717
	Iteration 478Q: 3 clusters Score -4798626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4798636.500000 Penalty: 1000.847717
	Iteration 479Q: 3 clusters Score -4798636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4798659.000000 Penalty: 1000.847717
	Iteration 480F: 3 clusters Score -4798659 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4798675.500000 Penalty: 1000.847717
	Iteration 481Q: 3 clusters Score -4798676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4798684.500000 Penalty: 1000.847717
	Iteration 482Q: 3 clusters Score -4798684 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4798685.500000 Penalty: 1000.847717
	Iteration 483Q: 3 clusters Score -4798686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4798694.000000 Penalty: 1000.847717
	Iteration 484Q: 3 clusters Score -4798694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4798717.000000 Penalty: 1000.847717
	Iteration 485Q: 3 clusters Score -4798717 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4798729.500000 Penalty: 1000.847717
	Iteration 486Q: 3 clusters Score -4798730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4798722.000000 Penalty: 1000.847717
	Iteration 487Q: 3 clusters Score -4798722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4798726.000000 Penalty: 1000.847717
	Iteration 488Q: 3 clusters Score -4798726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -4798734.500000 Penalty: 1000.847717
	Iteration 489Q: 3 clusters Score -4798734 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4798745.000000 Penalty: 1000.847717
	Iteration 490Q: 3 clusters Score -4798745 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -4798752.500000 Penalty: 1000.847717
	Iteration 491Q: 3 clusters Score -4798752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4798748.500000 Penalty: 1000.847717
	Iteration 492Q: 3 clusters Score -4798748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4798761.000000 Penalty: 1000.847717
	Iteration 493Q: 3 clusters Score -4798761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4798752.000000 Penalty: 1000.847717
	Iteration 494Q: 3 clusters Score -4798752 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4798744.000000 Penalty: 1000.847717
	Iteration 495Q: 3 clusters Score -4798744 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4798751.500000 Penalty: 1000.847717
	Iteration 496Q: 3 clusters Score -4798752 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4798729.000000 Penalty: 1000.847717
	Iteration 497Q: 3 clusters Score -4798729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4798701.500000 Penalty: 1000.847717
	Iteration 498Q: 3 clusters Score -4798702 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4798712.000000 Penalty: 1000.847717
	Iteration 499Q: 3 clusters Score -4798712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4798689.500000 Penalty: 1000.847717
	Iteration 500F: 3 clusters Score -4798690 nChanged 179
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Entering Unmasked Estep 
Score: -42082028.000000 Penalty: 24679.392578
Splitting cluster 6 changes total score from -42061532.000000 to -42082028.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 7 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -203796.281250 Penalty: 360.791626
	Iteration 0F: 2 clusters Score -203796.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -201861.390625 Penalty: 721.583252
	Iteration 0F: 3 clusters Score -201861.4 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -202587.156250 Penalty: 721.583252
	Iteration 1F: 3 clusters Score -202587.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -202753.812500 Penalty: 721.583252
	Iteration 2F: 3 clusters Score -202753.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202918.937500 Penalty: 721.583252
	Iteration 3F: 3 clusters Score -202918.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -203047.359375 Penalty: 721.583252
	Iteration 4F: 3 clusters Score -203047.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -203162.937500 Penalty: 721.583252
	Iteration 5F: 3 clusters Score -203162.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -203258.750000 Penalty: 721.583252
	Iteration 6Q: 3 clusters Score -203258.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -203336.171875 Penalty: 721.583252
	Iteration 7Q: 3 clusters Score -203336.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -203391.968750 Penalty: 721.583252
	Iteration 8Q: 3 clusters Score -203392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -203435.281250 Penalty: 721.583252
	Iteration 9Q: 3 clusters Score -203435.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -203474.343750 Penalty: 721.583252
	Iteration 10Q: 3 clusters Score -203474.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -203488.796875 Penalty: 721.583252
	Iteration 11Q: 3 clusters Score -203488.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -203498.000000 Penalty: 721.583252
	Iteration 12Q: 3 clusters Score -203498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -203506.109375 Penalty: 721.583252
	Iteration 13Q: 3 clusters Score -203506.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -203510.796875 Penalty: 721.583252
	Iteration 14Q: 3 clusters Score -203510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -203512.656250 Penalty: 721.583252
	Iteration 15Q: 3 clusters Score -203512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -203512.812500 Penalty: 721.583252
	Iteration 16Q: 3 clusters Score -203512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -203513.562500 Penalty: 721.583252
	Iteration 17Q: 3 clusters Score -203513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -203513.765625 Penalty: 721.583252
	Iteration 18Q: 3 clusters Score -203513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -203513.765625 Penalty: 721.583252
	Iteration 19F: 3 clusters Score -203513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -35887.539062 Penalty: 286.266388
	Iteration 0F: 2 clusters Score -35887.54 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 263 members 
Entering Unmasked Estep 
Score: -35385.042969 Penalty: 572.532776
	Iteration 0F: 3 clusters Score -35385.04 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35557.750000 Penalty: 572.532776
	Iteration 1F: 3 clusters Score -35557.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35646.890625 Penalty: 572.532776
	Iteration 2F: 3 clusters Score -35646.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -35710.113281 Penalty: 572.532776
	Iteration 3F: 3 clusters Score -35710.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -35753.078125 Penalty: 572.532776
	Iteration 4F: 3 clusters Score -35753.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -35775.160156 Penalty: 572.532776
	Iteration 5Q: 3 clusters Score -35775.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35788.890625 Penalty: 572.532776
	Iteration 6Q: 3 clusters Score -35788.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35797.847656 Penalty: 572.532776
	Iteration 7Q: 3 clusters Score -35797.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35810.207031 Penalty: 572.532776
	Iteration 8Q: 3 clusters Score -35810.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35815.589844 Penalty: 572.532776
	Iteration 9Q: 3 clusters Score -35815.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -35820.558594 Penalty: 572.532776
	Iteration 10Q: 3 clusters Score -35820.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -35834.277344 Penalty: 572.532776
	Iteration 11Q: 3 clusters Score -35834.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -35848.144531 Penalty: 572.532776
	Iteration 12Q: 3 clusters Score -35848.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -35864.398438 Penalty: 572.532776
	Iteration 13Q: 3 clusters Score -35864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35876.191406 Penalty: 572.532776
	Iteration 14Q: 3 clusters Score -35876.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -35881.867188 Penalty: 572.532776
	Iteration 15Q: 3 clusters Score -35881.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35886.605469 Penalty: 572.532776
	Iteration 16Q: 3 clusters Score -35886.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35889.273438 Penalty: 572.532776
	Iteration 17Q: 3 clusters Score -35889.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35890.804688 Penalty: 572.532776
	Iteration 18Q: 3 clusters Score -35890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -35891.730469 Penalty: 572.532776
	Iteration 19Q: 3 clusters Score -35891.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35892.339844 Penalty: 572.532776
	Iteration 20F: 3 clusters Score -35892.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35892.656250 Penalty: 572.532776
	Iteration 21Q: 3 clusters Score -35892.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -35892.656250 Penalty: 572.532776
	Iteration 22F: 3 clusters Score -35892.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38688 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Entering Unmasked Estep 
Score: -42081644.000000 Penalty: 25281.330078
Splitting cluster 8 changes total score from -42061532.000000 to -42081644.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 9 (38688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Entering Unmasked Estep 
Score: -3093991.500000 Penalty: 480.629456
	Iteration 0F: 2 clusters Score -3093992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3070710.500000 Penalty: 961.258911
	Iteration 0F: 3 clusters Score -3070710 nChanged 18719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3082187.000000 Penalty: 961.258911
	Iteration 1F: 3 clusters Score -3082187 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3083577.750000 Penalty: 961.258911
	Iteration 2F: 3 clusters Score -3083578 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3085576.000000 Penalty: 961.258911
	Iteration 3F: 3 clusters Score -3085576 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3087967.750000 Penalty: 961.258911
	Iteration 4F: 3 clusters Score -3087968 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3090163.500000 Penalty: 961.258911
	Iteration 5F: 3 clusters Score -3090164 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3091716.000000 Penalty: 961.258911
	Iteration 6F: 3 clusters Score -3091716 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3092658.250000 Penalty: 961.258911
	Iteration 7Q: 3 clusters Score -3092658 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3093219.000000 Penalty: 961.258911
	Iteration 8Q: 3 clusters Score -3093219 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3093614.000000 Penalty: 961.258911
	Iteration 9Q: 3 clusters Score -3093614 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3093894.000000 Penalty: 961.258911
	Iteration 10Q: 3 clusters Score -3093894 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3094051.000000 Penalty: 961.258911
	Iteration 11Q: 3 clusters Score -3094051 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3094163.500000 Penalty: 961.258911
	Iteration 12Q: 3 clusters Score -3094164 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3094226.250000 Penalty: 961.258911
	Iteration 13Q: 3 clusters Score -3094226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3094224.250000 Penalty: 961.258911
	Iteration 14Q: 3 clusters Score -3094224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3094230.250000 Penalty: 961.258911
	Iteration 15Q: 3 clusters Score -3094230 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3094240.750000 Penalty: 961.258911
	Iteration 16Q: 3 clusters Score -3094241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3094219.000000 Penalty: 961.258911
	Iteration 17Q: 3 clusters Score -3094219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3094206.000000 Penalty: 961.258911
	Iteration 18Q: 3 clusters Score -3094206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3094184.250000 Penalty: 961.258911
	Iteration 19Q: 3 clusters Score -3094184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3094177.250000 Penalty: 961.258911
	Iteration 20F: 3 clusters Score -3094177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3094166.250000 Penalty: 961.258911
	Iteration 21Q: 3 clusters Score -3094166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3094165.250000 Penalty: 961.258911
	Iteration 22Q: 3 clusters Score -3094165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3094166.250000 Penalty: 961.258911
	Iteration 23Q: 3 clusters Score -3094166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3094165.750000 Penalty: 961.258911
	Iteration 24Q: 3 clusters Score -3094166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3094154.750000 Penalty: 961.258911
	Iteration 25Q: 3 clusters Score -3094155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3094153.500000 Penalty: 961.258911
	Iteration 26Q: 3 clusters Score -3094154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3094142.000000 Penalty: 961.258911
	Iteration 27Q: 3 clusters Score -3094142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3094138.000000 Penalty: 961.258911
	Iteration 28Q: 3 clusters Score -3094138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3094138.250000 Penalty: 961.258911
	Iteration 29Q: 3 clusters Score -3094138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3094128.750000 Penalty: 961.258911
	Iteration 30Q: 3 clusters Score -3094129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3094120.500000 Penalty: 961.258911
	Iteration 31Q: 3 clusters Score -3094120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3094120.000000 Penalty: 961.258911
	Iteration 32Q: 3 clusters Score -3094120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3094127.250000 Penalty: 961.258911
	Iteration 33Q: 3 clusters Score -3094127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3094124.000000 Penalty: 961.258911
	Iteration 34Q: 3 clusters Score -3094124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3094117.250000 Penalty: 961.258911
	Iteration 35Q: 3 clusters Score -3094117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3094115.750000 Penalty: 961.258911
	Iteration 36Q: 3 clusters Score -3094116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3094104.750000 Penalty: 961.258911
	Iteration 37Q: 3 clusters Score -3094105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3094095.000000 Penalty: 961.258911
	Iteration 38Q: 3 clusters Score -3094095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3094095.250000 Penalty: 961.258911
	Iteration 39Q: 3 clusters Score -3094095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3094093.750000 Penalty: 961.258911
	Iteration 40F: 3 clusters Score -3094094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3094083.750000 Penalty: 961.258911
	Iteration 41Q: 3 clusters Score -3094084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3094083.750000 Penalty: 961.258911
	Iteration 42F: 3 clusters Score -3094084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Entering Unmasked Estep 
Score: -42081624.000000 Penalty: 25883.265625
Splitting cluster 9 changes total score from -42061532.000000 to -42081624.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -41143.570312 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -41143.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -40609.972656 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -40609.97 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -40818.027344 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -40818.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40919.898438 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -40919.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -40974.113281 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -40974.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41008.152344 Penalty: 580.745239
	Iteration 4F: 3 clusters Score -41008.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41027.351562 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -41027.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -41034.578125 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -41034.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41040.863281 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -41040.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -41048.054688 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -41048.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -41057.722656 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -41057.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41067.601562 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -41067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41069.480469 Penalty: 580.745239
	Iteration 11Q: 3 clusters Score -41069.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -41071.261719 Penalty: 580.745239
	Iteration 12Q: 3 clusters Score -41071.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41072.937500 Penalty: 580.745239
	Iteration 13Q: 3 clusters Score -41072.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -41072.937500 Penalty: 580.745239
	Iteration 14F: 3 clusters Score -41072.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -189173.140625 Penalty: 358.731110
	Iteration 0F: 2 clusters Score -189173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -187393.281250 Penalty: 717.462219
	Iteration 0F: 3 clusters Score -187393.3 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -188513.687500 Penalty: 717.462219
	Iteration 1F: 3 clusters Score -188513.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -188795.546875 Penalty: 717.462219
	Iteration 2F: 3 clusters Score -188795.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -188957.609375 Penalty: 717.462219
	Iteration 3F: 3 clusters Score -188957.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -189102.031250 Penalty: 717.462219
	Iteration 4Q: 3 clusters Score -189102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -189303.375000 Penalty: 717.462219
	Iteration 5Q: 3 clusters Score -189303.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -189520.921875 Penalty: 717.462219
	Iteration 6Q: 3 clusters Score -189520.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -189627.953125 Penalty: 717.462219
	Iteration 7Q: 3 clusters Score -189628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -189700.234375 Penalty: 717.462219
	Iteration 8Q: 3 clusters Score -189700.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -189750.250000 Penalty: 717.462219
	Iteration 9Q: 3 clusters Score -189750.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -189798.093750 Penalty: 717.462219
	Iteration 10Q: 3 clusters Score -189798.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -189857.109375 Penalty: 717.462219
	Iteration 11Q: 3 clusters Score -189857.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -189980.687500 Penalty: 717.462219
	Iteration 12Q: 3 clusters Score -189980.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -190135.703125 Penalty: 717.462219
	Iteration 13Q: 3 clusters Score -190135.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -190231.312500 Penalty: 717.462219
	Iteration 14Q: 3 clusters Score -190231.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -190259.859375 Penalty: 717.462219
	Iteration 15Q: 3 clusters Score -190259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -190267.718750 Penalty: 717.462219
	Iteration 16Q: 3 clusters Score -190267.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -190269.609375 Penalty: 717.462219
	Iteration 17Q: 3 clusters Score -190269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -190269.875000 Penalty: 717.462219
	Iteration 18Q: 3 clusters Score -190269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -190269.875000 Penalty: 717.462219
	Iteration 19F: 3 clusters Score -190269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Entering Unmasked Estep 
Score: -42082520.000000 Penalty: 26485.203125
Splitting cluster 11 changes total score from -42061532.000000 to -42082520.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (49749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Entering Unmasked Estep 
Score: -3875147.500000 Penalty: 492.070953
	Iteration 0F: 2 clusters Score -3875148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3847580.500000 Penalty: 984.141907
	Iteration 0F: 3 clusters Score -3847580 nChanged 24144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3862627.000000 Penalty: 984.141907
	Iteration 1F: 3 clusters Score -3862627 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3865346.750000 Penalty: 984.141907
	Iteration 2F: 3 clusters Score -3865347 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3869153.000000 Penalty: 984.141907
	Iteration 3F: 3 clusters Score -3869153 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3871831.000000 Penalty: 984.141907
	Iteration 4F: 3 clusters Score -3871831 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3872870.250000 Penalty: 984.141907
	Iteration 5F: 3 clusters Score -3872870 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3873201.500000 Penalty: 984.141907
	Iteration 6Q: 3 clusters Score -3873202 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -3873373.000000 Penalty: 984.141907
	Iteration 7Q: 3 clusters Score -3873373 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3873458.750000 Penalty: 984.141907
	Iteration 8Q: 3 clusters Score -3873459 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3873502.250000 Penalty: 984.141907
	Iteration 9Q: 3 clusters Score -3873502 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3873546.750000 Penalty: 984.141907
	Iteration 10Q: 3 clusters Score -3873547 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3873613.000000 Penalty: 984.141907
	Iteration 11Q: 3 clusters Score -3873613 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3873655.750000 Penalty: 984.141907
	Iteration 12Q: 3 clusters Score -3873656 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3873648.750000 Penalty: 984.141907
	Iteration 13Q: 3 clusters Score -3873649 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3873623.000000 Penalty: 984.141907
	Iteration 14Q: 3 clusters Score -3873623 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3873564.750000 Penalty: 984.141907
	Iteration 15Q: 3 clusters Score -3873565 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3873543.750000 Penalty: 984.141907
	Iteration 16Q: 3 clusters Score -3873544 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3873459.750000 Penalty: 984.141907
	Iteration 17Q: 3 clusters Score -3873460 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3873463.250000 Penalty: 984.141907
	Iteration 18Q: 3 clusters Score -3873463 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3873494.000000 Penalty: 984.141907
	Iteration 19Q: 3 clusters Score -3873494 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3873601.250000 Penalty: 984.141907
	Iteration 20F: 3 clusters Score -3873601 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3873611.000000 Penalty: 984.141907
	Iteration 21Q: 3 clusters Score -3873611 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3873664.000000 Penalty: 984.141907
	Iteration 22Q: 3 clusters Score -3873664 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3873682.500000 Penalty: 984.141907
	Iteration 23Q: 3 clusters Score -3873682 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3873740.250000 Penalty: 984.141907
	Iteration 24Q: 3 clusters Score -3873740 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3873811.500000 Penalty: 984.141907
	Iteration 25Q: 3 clusters Score -3873812 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3873922.250000 Penalty: 984.141907
	Iteration 26Q: 3 clusters Score -3873922 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3873995.500000 Penalty: 984.141907
	Iteration 27Q: 3 clusters Score -3873996 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3874122.250000 Penalty: 984.141907
	Iteration 28Q: 3 clusters Score -3874122 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3874208.500000 Penalty: 984.141907
	Iteration 29Q: 3 clusters Score -3874208 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3874320.500000 Penalty: 984.141907
	Iteration 30Q: 3 clusters Score -3874320 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3874387.250000 Penalty: 984.141907
	Iteration 31Q: 3 clusters Score -3874387 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3874432.750000 Penalty: 984.141907
	Iteration 32Q: 3 clusters Score -3874433 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3874644.250000 Penalty: 984.141907
	Iteration 33Q: 3 clusters Score -3874644 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3874828.000000 Penalty: 984.141907
	Iteration 34Q: 3 clusters Score -3874828 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3875163.750000 Penalty: 984.141907
	Iteration 35Q: 3 clusters Score -3875164 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3875526.500000 Penalty: 984.141907
	Iteration 36Q: 3 clusters Score -3875526 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3875893.750000 Penalty: 984.141907
	Iteration 37Q: 3 clusters Score -3875894 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3876246.000000 Penalty: 984.141907
	Iteration 38Q: 3 clusters Score -3876246 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3876560.000000 Penalty: 984.141907
	Iteration 39Q: 3 clusters Score -3876560 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3876903.250000 Penalty: 984.141907
	Iteration 40F: 3 clusters Score -3876903 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3877197.750000 Penalty: 984.141907
	Iteration 41Q: 3 clusters Score -3877198 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3877353.000000 Penalty: 984.141907
	Iteration 42Q: 3 clusters Score -3877353 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3877545.500000 Penalty: 984.141907
	Iteration 43Q: 3 clusters Score -3877546 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3877580.250000 Penalty: 984.141907
	Iteration 44Q: 3 clusters Score -3877580 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3877569.750000 Penalty: 984.141907
	Iteration 45Q: 3 clusters Score -3877570 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3877561.500000 Penalty: 984.141907
	Iteration 46Q: 3 clusters Score -3877562 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3877582.000000 Penalty: 984.141907
	Iteration 47Q: 3 clusters Score -3877582 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3877611.500000 Penalty: 984.141907
	Iteration 48Q: 3 clusters Score -3877612 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3877613.250000 Penalty: 984.141907
	Iteration 49Q: 3 clusters Score -3877613 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3877697.250000 Penalty: 984.141907
	Iteration 50Q: 3 clusters Score -3877697 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3877744.500000 Penalty: 984.141907
	Iteration 51Q: 3 clusters Score -3877744 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3877784.500000 Penalty: 984.141907
	Iteration 52Q: 3 clusters Score -3877784 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3877865.750000 Penalty: 984.141907
	Iteration 53Q: 3 clusters Score -3877866 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3877916.250000 Penalty: 984.141907
	Iteration 54Q: 3 clusters Score -3877916 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3878621.250000 Penalty: 984.141907
	Iteration 55Q: 3 clusters Score -3878621 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3879583.500000 Penalty: 984.141907
	Iteration 56Q: 3 clusters Score -3879584 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3880415.750000 Penalty: 984.141907
	Iteration 57Q: 3 clusters Score -3880416 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3881051.000000 Penalty: 984.141907
	Iteration 58Q: 3 clusters Score -3881051 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -3881437.500000 Penalty: 984.141907
	Iteration 59Q: 3 clusters Score -3881438 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3881704.250000 Penalty: 984.141907
	Iteration 60F: 3 clusters Score -3881704 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3881763.500000 Penalty: 984.141907
	Iteration 61Q: 3 clusters Score -3881764 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3881809.000000 Penalty: 984.141907
	Iteration 62Q: 3 clusters Score -3881809 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3881848.250000 Penalty: 984.141907
	Iteration 63Q: 3 clusters Score -3881848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3881861.000000 Penalty: 984.141907
	Iteration 64Q: 3 clusters Score -3881861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3881842.000000 Penalty: 984.141907
	Iteration 65Q: 3 clusters Score -3881842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3881823.000000 Penalty: 984.141907
	Iteration 66Q: 3 clusters Score -3881823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3881814.250000 Penalty: 984.141907
	Iteration 67Q: 3 clusters Score -3881814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3881810.500000 Penalty: 984.141907
	Iteration 68Q: 3 clusters Score -3881810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3881815.250000 Penalty: 984.141907
	Iteration 69Q: 3 clusters Score -3881815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3881816.000000 Penalty: 984.141907
	Iteration 70Q: 3 clusters Score -3881816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3881810.750000 Penalty: 984.141907
	Iteration 71Q: 3 clusters Score -3881811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3881806.500000 Penalty: 984.141907
	Iteration 72Q: 3 clusters Score -3881806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3881801.500000 Penalty: 984.141907
	Iteration 73Q: 3 clusters Score -3881802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3881800.500000 Penalty: 984.141907
	Iteration 74Q: 3 clusters Score -3881800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3881796.500000 Penalty: 984.141907
	Iteration 75Q: 3 clusters Score -3881796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3881794.000000 Penalty: 984.141907
	Iteration 76Q: 3 clusters Score -3881794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3881794.000000 Penalty: 984.141907
	Iteration 77F: 3 clusters Score -3881794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Entering Unmasked Estep 
Score: -42088792.000000 Penalty: 27087.138672
Splitting cluster 12 changes total score from -42061532.000000 to -42088792.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 13 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -41188.054688 Penalty: 301.696106
	Iteration 0F: 2 clusters Score -41188.05 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 349 members 
Entering Unmasked Estep 
Score: -40581.574219 Penalty: 603.392212
	Iteration 0F: 3 clusters Score -40581.57 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -40831.296875 Penalty: 603.392212
	Iteration 1F: 3 clusters Score -40831.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40925.921875 Penalty: 603.392212
	Iteration 2F: 3 clusters Score -40925.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41005.976562 Penalty: 603.392212
	Iteration 3F: 3 clusters Score -41005.98 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -41052.882812 Penalty: 603.392212
	Iteration 4F: 3 clusters Score -41052.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41100.851562 Penalty: 603.392212
	Iteration 5Q: 3 clusters Score -41100.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41121.113281 Penalty: 603.392212
	Iteration 6Q: 3 clusters Score -41121.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41134.410156 Penalty: 603.392212
	Iteration 7Q: 3 clusters Score -41134.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -41140.867188 Penalty: 603.392212
	Iteration 8Q: 3 clusters Score -41140.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -41149.703125 Penalty: 603.392212
	Iteration 9Q: 3 clusters Score -41149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41159.550781 Penalty: 603.392212
	Iteration 10Q: 3 clusters Score -41159.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41168.777344 Penalty: 603.392212
	Iteration 11Q: 3 clusters Score -41168.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -41172.203125 Penalty: 603.392212
	Iteration 12Q: 3 clusters Score -41172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -41176.785156 Penalty: 603.392212
	Iteration 13Q: 3 clusters Score -41176.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41185.839844 Penalty: 603.392212
	Iteration 14Q: 3 clusters Score -41185.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -41188.250000 Penalty: 603.392212
	Iteration 15Q: 3 clusters Score -41188.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41189.679688 Penalty: 603.392212
	Iteration 16Q: 3 clusters Score -41189.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41191.777344 Penalty: 603.392212
	Iteration 17Q: 3 clusters Score -41191.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41193.410156 Penalty: 603.392212
	Iteration 18Q: 3 clusters Score -41193.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41193.949219 Penalty: 603.392212
	Iteration 19Q: 3 clusters Score -41193.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -41193.949219 Penalty: 603.392212
	Iteration 20F: 3 clusters Score -41193.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Entering Unmasked Estep 
Score: -42088488.000000 Penalty: 27689.076172
Splitting cluster 13 changes total score from -42061532.000000 to -42088488.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -27725.375000 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -27725.38 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 223 members 
Entering Unmasked Estep 
Score: -27293.146484 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -27293.15 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27460.316406 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -27460.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27497.345703 Penalty: 553.896484
	Iteration 2F: 3 clusters Score -27497.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27518.308594 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -27518.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27533.974609 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -27533.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27543.099609 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -27543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27553.771484 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -27553.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -27557.283203 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -27557.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27558.000000 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -27558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27558.000000 Penalty: 553.896484
	Iteration 9F: 3 clusters Score -27558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -29566.234375 Penalty: 298.847565
	Iteration 0F: 2 clusters Score -29566.23 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 343 members 
Entering Unmasked Estep 
Score: -28947.806641 Penalty: 597.695129
	Iteration 0F: 3 clusters Score -28947.81 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29253.162109 Penalty: 597.695129
	Iteration 1F: 3 clusters Score -29253.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29388.423828 Penalty: 597.695129
	Iteration 2F: 3 clusters Score -29388.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -29470.308594 Penalty: 597.695129
	Iteration 3F: 3 clusters Score -29470.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29507.666016 Penalty: 597.695129
	Iteration 4Q: 3 clusters Score -29507.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29533.755859 Penalty: 597.695129
	Iteration 5Q: 3 clusters Score -29533.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29568.208984 Penalty: 597.695129
	Iteration 6Q: 3 clusters Score -29568.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29597.435547 Penalty: 597.695129
	Iteration 7Q: 3 clusters Score -29597.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29624.812500 Penalty: 597.695129
	Iteration 8Q: 3 clusters Score -29624.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29664.886719 Penalty: 597.695129
	Iteration 9Q: 3 clusters Score -29664.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29696.037109 Penalty: 597.695129
	Iteration 10Q: 3 clusters Score -29696.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -29713.726562 Penalty: 597.695129
	Iteration 11Q: 3 clusters Score -29713.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29728.001953 Penalty: 597.695129
	Iteration 12Q: 3 clusters Score -29728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29746.166016 Penalty: 597.695129
	Iteration 13Q: 3 clusters Score -29746.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29762.867188 Penalty: 597.695129
	Iteration 14Q: 3 clusters Score -29762.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29773.746094 Penalty: 597.695129
	Iteration 15Q: 3 clusters Score -29773.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29779.814453 Penalty: 597.695129
	Iteration 16Q: 3 clusters Score -29779.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29786.333984 Penalty: 597.695129
	Iteration 17Q: 3 clusters Score -29786.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29787.119141 Penalty: 597.695129
	Iteration 18Q: 3 clusters Score -29787.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29787.410156 Penalty: 597.695129
	Iteration 19Q: 3 clusters Score -29787.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -29796.255859 Penalty: 597.695129
	Iteration 20F: 3 clusters Score -29796.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29814.781250 Penalty: 597.695129
	Iteration 21Q: 3 clusters Score -29814.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29823.542969 Penalty: 597.695129
	Iteration 22Q: 3 clusters Score -29823.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29832.326172 Penalty: 597.695129
	Iteration 23Q: 3 clusters Score -29832.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29839.224609 Penalty: 597.695129
	Iteration 24Q: 3 clusters Score -29839.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29842.232422 Penalty: 597.695129
	Iteration 25Q: 3 clusters Score -29842.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29842.679688 Penalty: 597.695129
	Iteration 26Q: 3 clusters Score -29842.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -29842.937500 Penalty: 597.695129
	Iteration 27Q: 3 clusters Score -29842.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29848.851562 Penalty: 597.695129
	Iteration 28Q: 3 clusters Score -29848.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29851.162109 Penalty: 597.695129
	Iteration 29Q: 3 clusters Score -29851.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29852.712891 Penalty: 597.695129
	Iteration 30Q: 3 clusters Score -29852.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -29857.208984 Penalty: 597.695129
	Iteration 31Q: 3 clusters Score -29857.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -29857.634766 Penalty: 597.695129
	Iteration 32Q: 3 clusters Score -29857.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29858.107422 Penalty: 597.695129
	Iteration 33Q: 3 clusters Score -29858.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -29858.107422 Penalty: 597.695129
	Iteration 34F: 3 clusters Score -29858.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Entering Unmasked Estep 
Score: -42088460.000000 Penalty: 28291.011719
Splitting cluster 15 changes total score from -42061532.000000 to -42088460.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 16 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -496776.156250 Penalty: 403.023407
	Iteration 0F: 2 clusters Score -496776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -492014.187500 Penalty: 806.046814
	Iteration 0F: 3 clusters Score -492014.2 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -493961.750000 Penalty: 806.046814
	Iteration 1F: 3 clusters Score -493961.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -494311.875000 Penalty: 806.046814
	Iteration 2F: 3 clusters Score -494311.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -494765.343750 Penalty: 806.046814
	Iteration 3F: 3 clusters Score -494765.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -495252.500000 Penalty: 806.046814
	Iteration 4F: 3 clusters Score -495252.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -495642.875000 Penalty: 806.046814
	Iteration 5F: 3 clusters Score -495642.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -495974.375000 Penalty: 806.046814
	Iteration 6F: 3 clusters Score -495974.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -496199.750000 Penalty: 806.046814
	Iteration 7F: 3 clusters Score -496199.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -496322.625000 Penalty: 806.046814
	Iteration 8Q: 3 clusters Score -496322.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -496387.187500 Penalty: 806.046814
	Iteration 9Q: 3 clusters Score -496387.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -496416.687500 Penalty: 806.046814
	Iteration 10Q: 3 clusters Score -496416.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -496435.531250 Penalty: 806.046814
	Iteration 11Q: 3 clusters Score -496435.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -496445.375000 Penalty: 806.046814
	Iteration 12Q: 3 clusters Score -496445.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -496452.906250 Penalty: 806.046814
	Iteration 13Q: 3 clusters Score -496452.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -496459.593750 Penalty: 806.046814
	Iteration 14Q: 3 clusters Score -496459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -496464.750000 Penalty: 806.046814
	Iteration 15Q: 3 clusters Score -496464.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -496472.125000 Penalty: 806.046814
	Iteration 16Q: 3 clusters Score -496472.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -496479.812500 Penalty: 806.046814
	Iteration 17Q: 3 clusters Score -496479.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -496494.437500 Penalty: 806.046814
	Iteration 18Q: 3 clusters Score -496494.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -496515.906250 Penalty: 806.046814
	Iteration 19Q: 3 clusters Score -496515.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -496585.750000 Penalty: 806.046814
	Iteration 20F: 3 clusters Score -496585.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -496716.937500 Penalty: 806.046814
	Iteration 21Q: 3 clusters Score -496716.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -496829.468750 Penalty: 806.046814
	Iteration 22Q: 3 clusters Score -496829.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -496886.062500 Penalty: 806.046814
	Iteration 23Q: 3 clusters Score -496886.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -496937.218750 Penalty: 806.046814
	Iteration 24Q: 3 clusters Score -496937.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -496987.968750 Penalty: 806.046814
	Iteration 25Q: 3 clusters Score -496988 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -497042.468750 Penalty: 806.046814
	Iteration 26Q: 3 clusters Score -497042.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -497097.750000 Penalty: 806.046814
	Iteration 27Q: 3 clusters Score -497097.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -497134.406250 Penalty: 806.046814
	Iteration 28Q: 3 clusters Score -497134.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -497179.375000 Penalty: 806.046814
	Iteration 29Q: 3 clusters Score -497179.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -497264.750000 Penalty: 806.046814
	Iteration 30Q: 3 clusters Score -497264.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -497382.812500 Penalty: 806.046814
	Iteration 31Q: 3 clusters Score -497382.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -497493.531250 Penalty: 806.046814
	Iteration 32Q: 3 clusters Score -497493.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -497594.218750 Penalty: 806.046814
	Iteration 33Q: 3 clusters Score -497594.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -497678.593750 Penalty: 806.046814
	Iteration 34Q: 3 clusters Score -497678.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -497753.343750 Penalty: 806.046814
	Iteration 35Q: 3 clusters Score -497753.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -497774.812500 Penalty: 806.046814
	Iteration 36Q: 3 clusters Score -497774.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -497779.750000 Penalty: 806.046814
	Iteration 37Q: 3 clusters Score -497779.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -497782.125000 Penalty: 806.046814
	Iteration 38Q: 3 clusters Score -497782.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -497784.250000 Penalty: 806.046814
	Iteration 39Q: 3 clusters Score -497784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -497795.718750 Penalty: 806.046814
	Iteration 40F: 3 clusters Score -497795.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -497800.531250 Penalty: 806.046814
	Iteration 41Q: 3 clusters Score -497800.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -497801.250000 Penalty: 806.046814
	Iteration 42Q: 3 clusters Score -497801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -497803.218750 Penalty: 806.046814
	Iteration 43Q: 3 clusters Score -497803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -497802.812500 Penalty: 806.046814
	Iteration 44Q: 3 clusters Score -497802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -497802.531250 Penalty: 806.046814
	Iteration 45Q: 3 clusters Score -497802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -497802.937500 Penalty: 806.046814
	Iteration 46Q: 3 clusters Score -497802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -497802.875000 Penalty: 806.046814
	Iteration 47Q: 3 clusters Score -497802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -497803.125000 Penalty: 806.046814
	Iteration 48Q: 3 clusters Score -497803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -497803.125000 Penalty: 806.046814
	Iteration 49F: 3 clusters Score -497803.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 429 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Entering Unmasked Estep 
Score: -42089316.000000 Penalty: 28892.949219
Splitting cluster 16 changes total score from -42061532.000000 to -42089316.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (24800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Entering Unmasked Estep 
Score: -2006217.375000 Penalty: 460.396240
	Iteration 0F: 2 clusters Score -2006217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1989998.625000 Penalty: 920.792480
	Iteration 0F: 3 clusters Score -1989999 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1997342.000000 Penalty: 920.792480
	Iteration 1F: 3 clusters Score -1997342 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1997766.125000 Penalty: 920.792480
	Iteration 2Q: 3 clusters Score -1997766 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1998338.625000 Penalty: 920.792480
	Iteration 3Q: 3 clusters Score -1998339 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1999079.000000 Penalty: 920.792480
	Iteration 4F: 3 clusters Score -1999079 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2000072.375000 Penalty: 920.792480
	Iteration 5F: 3 clusters Score -2000072 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2001167.375000 Penalty: 920.792480
	Iteration 6F: 3 clusters Score -2001167 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2001888.625000 Penalty: 920.792480
	Iteration 7F: 3 clusters Score -2001889 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2002275.625000 Penalty: 920.792480
	Iteration 8Q: 3 clusters Score -2002276 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2002527.875000 Penalty: 920.792480
	Iteration 9Q: 3 clusters Score -2002528 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2002757.875000 Penalty: 920.792480
	Iteration 10Q: 3 clusters Score -2002758 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2003012.250000 Penalty: 920.792480
	Iteration 11Q: 3 clusters Score -2003012 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2003280.250000 Penalty: 920.792480
	Iteration 12Q: 3 clusters Score -2003280 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2003546.125000 Penalty: 920.792480
	Iteration 13Q: 3 clusters Score -2003546 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2003843.625000 Penalty: 920.792480
	Iteration 14Q: 3 clusters Score -2003844 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2004110.125000 Penalty: 920.792480
	Iteration 15Q: 3 clusters Score -2004110 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2004352.000000 Penalty: 920.792480
	Iteration 16Q: 3 clusters Score -2004352 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2004591.125000 Penalty: 920.792480
	Iteration 17Q: 3 clusters Score -2004591 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2004779.500000 Penalty: 920.792480
	Iteration 18Q: 3 clusters Score -2004780 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2004931.375000 Penalty: 920.792480
	Iteration 19Q: 3 clusters Score -2004931 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2005033.375000 Penalty: 920.792480
	Iteration 20F: 3 clusters Score -2005033 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2005133.500000 Penalty: 920.792480
	Iteration 21Q: 3 clusters Score -2005134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2005178.000000 Penalty: 920.792480
	Iteration 22Q: 3 clusters Score -2005178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2005212.000000 Penalty: 920.792480
	Iteration 23Q: 3 clusters Score -2005212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2005233.625000 Penalty: 920.792480
	Iteration 24Q: 3 clusters Score -2005234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2005245.500000 Penalty: 920.792480
	Iteration 25Q: 3 clusters Score -2005246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2005259.125000 Penalty: 920.792480
	Iteration 26Q: 3 clusters Score -2005259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2005267.125000 Penalty: 920.792480
	Iteration 27Q: 3 clusters Score -2005267 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2005276.500000 Penalty: 920.792480
	Iteration 28Q: 3 clusters Score -2005276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2005279.000000 Penalty: 920.792480
	Iteration 29Q: 3 clusters Score -2005279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2005286.875000 Penalty: 920.792480
	Iteration 30Q: 3 clusters Score -2005287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2005282.250000 Penalty: 920.792480
	Iteration 31Q: 3 clusters Score -2005282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2005280.625000 Penalty: 920.792480
	Iteration 32Q: 3 clusters Score -2005281 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2005281.250000 Penalty: 920.792480
	Iteration 33Q: 3 clusters Score -2005281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2005278.750000 Penalty: 920.792480
	Iteration 34Q: 3 clusters Score -2005279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2005277.875000 Penalty: 920.792480
	Iteration 35Q: 3 clusters Score -2005278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2005277.250000 Penalty: 920.792480
	Iteration 36Q: 3 clusters Score -2005277 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2005274.875000 Penalty: 920.792480
	Iteration 37Q: 3 clusters Score -2005275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2005280.375000 Penalty: 920.792480
	Iteration 38Q: 3 clusters Score -2005280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2005281.375000 Penalty: 920.792480
	Iteration 39Q: 3 clusters Score -2005281 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2005281.625000 Penalty: 920.792480
	Iteration 40F: 3 clusters Score -2005282 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2005278.250000 Penalty: 920.792480
	Iteration 41Q: 3 clusters Score -2005278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2005276.750000 Penalty: 920.792480
	Iteration 42Q: 3 clusters Score -2005277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2005276.875000 Penalty: 920.792480
	Iteration 43Q: 3 clusters Score -2005277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2005278.750000 Penalty: 920.792480
	Iteration 44Q: 3 clusters Score -2005279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2005278.250000 Penalty: 920.792480
	Iteration 45Q: 3 clusters Score -2005278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2005283.125000 Penalty: 920.792480
	Iteration 46Q: 3 clusters Score -2005283 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2005287.375000 Penalty: 920.792480
	Iteration 47Q: 3 clusters Score -2005287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2005283.250000 Penalty: 920.792480
	Iteration 48Q: 3 clusters Score -2005283 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2005282.375000 Penalty: 920.792480
	Iteration 49Q: 3 clusters Score -2005282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2005281.375000 Penalty: 920.792480
	Iteration 50Q: 3 clusters Score -2005281 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2005285.125000 Penalty: 920.792480
	Iteration 51Q: 3 clusters Score -2005285 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2005279.000000 Penalty: 920.792480
	Iteration 52Q: 3 clusters Score -2005279 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2005286.250000 Penalty: 920.792480
	Iteration 53Q: 3 clusters Score -2005286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2005290.875000 Penalty: 920.792480
	Iteration 54Q: 3 clusters Score -2005291 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2005286.250000 Penalty: 920.792480
	Iteration 55Q: 3 clusters Score -2005286 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2005277.500000 Penalty: 920.792480
	Iteration 56Q: 3 clusters Score -2005278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2005282.125000 Penalty: 920.792480
	Iteration 57Q: 3 clusters Score -2005282 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2005267.250000 Penalty: 920.792480
	Iteration 58Q: 3 clusters Score -2005267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2005264.875000 Penalty: 920.792480
	Iteration 59Q: 3 clusters Score -2005265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2005258.750000 Penalty: 920.792480
	Iteration 60F: 3 clusters Score -2005259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2005271.000000 Penalty: 920.792480
	Iteration 61Q: 3 clusters Score -2005271 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2005268.375000 Penalty: 920.792480
	Iteration 62Q: 3 clusters Score -2005268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2005267.125000 Penalty: 920.792480
	Iteration 63Q: 3 clusters Score -2005267 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2005262.250000 Penalty: 920.792480
	Iteration 64Q: 3 clusters Score -2005262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2005264.375000 Penalty: 920.792480
	Iteration 65Q: 3 clusters Score -2005264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2005262.750000 Penalty: 920.792480
	Iteration 66Q: 3 clusters Score -2005263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2005261.125000 Penalty: 920.792480
	Iteration 67Q: 3 clusters Score -2005261 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2005258.125000 Penalty: 920.792480
	Iteration 68Q: 3 clusters Score -2005258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2005255.625000 Penalty: 920.792480
	Iteration 69Q: 3 clusters Score -2005256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2005260.375000 Penalty: 920.792480
	Iteration 70Q: 3 clusters Score -2005260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2005266.875000 Penalty: 920.792480
	Iteration 71Q: 3 clusters Score -2005267 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2005259.250000 Penalty: 920.792480
	Iteration 72Q: 3 clusters Score -2005259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2005260.375000 Penalty: 920.792480
	Iteration 73Q: 3 clusters Score -2005260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2005257.625000 Penalty: 920.792480
	Iteration 74Q: 3 clusters Score -2005258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2005260.875000 Penalty: 920.792480
	Iteration 75Q: 3 clusters Score -2005261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2005256.125000 Penalty: 920.792480
	Iteration 76Q: 3 clusters Score -2005256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2005256.500000 Penalty: 920.792480
	Iteration 77Q: 3 clusters Score -2005256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2005252.625000 Penalty: 920.792480
	Iteration 78Q: 3 clusters Score -2005253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2005257.500000 Penalty: 920.792480
	Iteration 79Q: 3 clusters Score -2005258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2005255.375000 Penalty: 920.792480
	Iteration 80F: 3 clusters Score -2005255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2005256.875000 Penalty: 920.792480
	Iteration 81Q: 3 clusters Score -2005257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2005250.625000 Penalty: 920.792480
	Iteration 82Q: 3 clusters Score -2005251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2005254.375000 Penalty: 920.792480
	Iteration 83Q: 3 clusters Score -2005254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2005249.250000 Penalty: 920.792480
	Iteration 84Q: 3 clusters Score -2005249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2005249.750000 Penalty: 920.792480
	Iteration 85Q: 3 clusters Score -2005250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2005250.250000 Penalty: 920.792480
	Iteration 86Q: 3 clusters Score -2005250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2005250.500000 Penalty: 920.792480
	Iteration 87Q: 3 clusters Score -2005250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2005248.375000 Penalty: 920.792480
	Iteration 88Q: 3 clusters Score -2005248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2005250.500000 Penalty: 920.792480
	Iteration 89Q: 3 clusters Score -2005250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2005247.875000 Penalty: 920.792480
	Iteration 90Q: 3 clusters Score -2005248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2005246.875000 Penalty: 920.792480
	Iteration 91Q: 3 clusters Score -2005247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2005250.500000 Penalty: 920.792480
	Iteration 92Q: 3 clusters Score -2005250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2005250.125000 Penalty: 920.792480
	Iteration 93Q: 3 clusters Score -2005250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2005252.000000 Penalty: 920.792480
	Iteration 94Q: 3 clusters Score -2005252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2005252.250000 Penalty: 920.792480
	Iteration 95Q: 3 clusters Score -2005252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2005250.125000 Penalty: 920.792480
	Iteration 96Q: 3 clusters Score -2005250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2005253.875000 Penalty: 920.792480
	Iteration 97Q: 3 clusters Score -2005254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2005248.750000 Penalty: 920.792480
	Iteration 98Q: 3 clusters Score -2005249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2005250.875000 Penalty: 920.792480
	Iteration 99Q: 3 clusters Score -2005251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2005252.375000 Penalty: 920.792480
	Iteration 100F: 3 clusters Score -2005252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2005252.625000 Penalty: 920.792480
	Iteration 101Q: 3 clusters Score -2005253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2005249.250000 Penalty: 920.792480
	Iteration 102Q: 3 clusters Score -2005249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2005253.000000 Penalty: 920.792480
	Iteration 103Q: 3 clusters Score -2005253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2005250.875000 Penalty: 920.792480
	Iteration 104Q: 3 clusters Score -2005251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2005252.250000 Penalty: 920.792480
	Iteration 105Q: 3 clusters Score -2005252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2005249.125000 Penalty: 920.792480
	Iteration 106Q: 3 clusters Score -2005249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2005247.500000 Penalty: 920.792480
	Iteration 107Q: 3 clusters Score -2005248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2005249.000000 Penalty: 920.792480
	Iteration 108Q: 3 clusters Score -2005249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2005248.250000 Penalty: 920.792480
	Iteration 109Q: 3 clusters Score -2005248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2005248.000000 Penalty: 920.792480
	Iteration 110Q: 3 clusters Score -2005248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2005246.250000 Penalty: 920.792480
	Iteration 111Q: 3 clusters Score -2005246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2005243.375000 Penalty: 920.792480
	Iteration 112Q: 3 clusters Score -2005243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2005244.375000 Penalty: 920.792480
	Iteration 113Q: 3 clusters Score -2005244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2005248.125000 Penalty: 920.792480
	Iteration 114Q: 3 clusters Score -2005248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2005248.250000 Penalty: 920.792480
	Iteration 115Q: 3 clusters Score -2005248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2005242.125000 Penalty: 920.792480
	Iteration 116Q: 3 clusters Score -2005242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2005236.875000 Penalty: 920.792480
	Iteration 117Q: 3 clusters Score -2005237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2005241.500000 Penalty: 920.792480
	Iteration 118Q: 3 clusters Score -2005242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2005244.250000 Penalty: 920.792480
	Iteration 119Q: 3 clusters Score -2005244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2005244.750000 Penalty: 920.792480
	Iteration 120F: 3 clusters Score -2005245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2005244.500000 Penalty: 920.792480
	Iteration 121Q: 3 clusters Score -2005244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2005245.125000 Penalty: 920.792480
	Iteration 122Q: 3 clusters Score -2005245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2005244.000000 Penalty: 920.792480
	Iteration 123Q: 3 clusters Score -2005244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2005246.000000 Penalty: 920.792480
	Iteration 124Q: 3 clusters Score -2005246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2005243.125000 Penalty: 920.792480
	Iteration 125Q: 3 clusters Score -2005243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2005241.625000 Penalty: 920.792480
	Iteration 126Q: 3 clusters Score -2005242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2005238.875000 Penalty: 920.792480
	Iteration 127Q: 3 clusters Score -2005239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2005241.500000 Penalty: 920.792480
	Iteration 128Q: 3 clusters Score -2005242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2005238.750000 Penalty: 920.792480
	Iteration 129Q: 3 clusters Score -2005239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2005235.125000 Penalty: 920.792480
	Iteration 130Q: 3 clusters Score -2005235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2005233.125000 Penalty: 920.792480
	Iteration 131Q: 3 clusters Score -2005233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2005234.750000 Penalty: 920.792480
	Iteration 132Q: 3 clusters Score -2005235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2005234.250000 Penalty: 920.792480
	Iteration 133Q: 3 clusters Score -2005234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2005235.000000 Penalty: 920.792480
	Iteration 134Q: 3 clusters Score -2005235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2005230.125000 Penalty: 920.792480
	Iteration 135Q: 3 clusters Score -2005230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2005227.125000 Penalty: 920.792480
	Iteration 136Q: 3 clusters Score -2005227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2005227.375000 Penalty: 920.792480
	Iteration 137Q: 3 clusters Score -2005227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2005226.125000 Penalty: 920.792480
	Iteration 138Q: 3 clusters Score -2005226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2005224.250000 Penalty: 920.792480
	Iteration 139Q: 3 clusters Score -2005224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2005223.500000 Penalty: 920.792480
	Iteration 140F: 3 clusters Score -2005224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2005220.250000 Penalty: 920.792480
	Iteration 141Q: 3 clusters Score -2005220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2005219.375000 Penalty: 920.792480
	Iteration 142Q: 3 clusters Score -2005219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2005219.125000 Penalty: 920.792480
	Iteration 143Q: 3 clusters Score -2005219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2005219.000000 Penalty: 920.792480
	Iteration 144Q: 3 clusters Score -2005219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2005218.750000 Penalty: 920.792480
	Iteration 145Q: 3 clusters Score -2005219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2005218.875000 Penalty: 920.792480
	Iteration 146Q: 3 clusters Score -2005219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2005219.625000 Penalty: 920.792480
	Iteration 147Q: 3 clusters Score -2005220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2005221.875000 Penalty: 920.792480
	Iteration 148Q: 3 clusters Score -2005222 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2005226.250000 Penalty: 920.792480
	Iteration 149Q: 3 clusters Score -2005226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2005224.375000 Penalty: 920.792480
	Iteration 150Q: 3 clusters Score -2005224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2005224.625000 Penalty: 920.792480
	Iteration 151Q: 3 clusters Score -2005225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2005229.375000 Penalty: 920.792480
	Iteration 152Q: 3 clusters Score -2005229 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2005229.500000 Penalty: 920.792480
	Iteration 153Q: 3 clusters Score -2005230 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2005230.125000 Penalty: 920.792480
	Iteration 154Q: 3 clusters Score -2005230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2005229.500000 Penalty: 920.792480
	Iteration 155Q: 3 clusters Score -2005230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2005236.375000 Penalty: 920.792480
	Iteration 156Q: 3 clusters Score -2005236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2005236.125000 Penalty: 920.792480
	Iteration 157Q: 3 clusters Score -2005236 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2005235.125000 Penalty: 920.792480
	Iteration 158Q: 3 clusters Score -2005235 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2005237.500000 Penalty: 920.792480
	Iteration 159Q: 3 clusters Score -2005238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2005242.875000 Penalty: 920.792480
	Iteration 160F: 3 clusters Score -2005243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2005250.750000 Penalty: 920.792480
	Iteration 161Q: 3 clusters Score -2005251 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2005268.625000 Penalty: 920.792480
	Iteration 162Q: 3 clusters Score -2005269 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2005271.500000 Penalty: 920.792480
	Iteration 163Q: 3 clusters Score -2005272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2005279.875000 Penalty: 920.792480
	Iteration 164Q: 3 clusters Score -2005280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2005294.500000 Penalty: 920.792480
	Iteration 165Q: 3 clusters Score -2005294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2005312.000000 Penalty: 920.792480
	Iteration 166Q: 3 clusters Score -2005312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2005324.750000 Penalty: 920.792480
	Iteration 167Q: 3 clusters Score -2005325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2005342.250000 Penalty: 920.792480
	Iteration 168Q: 3 clusters Score -2005342 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2005361.375000 Penalty: 920.792480
	Iteration 169Q: 3 clusters Score -2005361 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2005395.750000 Penalty: 920.792480
	Iteration 170Q: 3 clusters Score -2005396 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2005423.750000 Penalty: 920.792480
	Iteration 171Q: 3 clusters Score -2005424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2005460.750000 Penalty: 920.792480
	Iteration 172Q: 3 clusters Score -2005461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2005503.375000 Penalty: 920.792480
	Iteration 173Q: 3 clusters Score -2005503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2005541.750000 Penalty: 920.792480
	Iteration 174Q: 3 clusters Score -2005542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2005585.875000 Penalty: 920.792480
	Iteration 175Q: 3 clusters Score -2005586 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2005607.250000 Penalty: 920.792480
	Iteration 176Q: 3 clusters Score -2005607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2005630.375000 Penalty: 920.792480
	Iteration 177Q: 3 clusters Score -2005630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2005659.000000 Penalty: 920.792480
	Iteration 178Q: 3 clusters Score -2005659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2005683.375000 Penalty: 920.792480
	Iteration 179Q: 3 clusters Score -2005683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2005696.625000 Penalty: 920.792480
	Iteration 180F: 3 clusters Score -2005697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2005711.375000 Penalty: 920.792480
	Iteration 181Q: 3 clusters Score -2005711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2005725.250000 Penalty: 920.792480
	Iteration 182Q: 3 clusters Score -2005725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2005734.250000 Penalty: 920.792480
	Iteration 183Q: 3 clusters Score -2005734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2005744.625000 Penalty: 920.792480
	Iteration 184Q: 3 clusters Score -2005745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2005764.500000 Penalty: 920.792480
	Iteration 185Q: 3 clusters Score -2005764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2005766.000000 Penalty: 920.792480
	Iteration 186Q: 3 clusters Score -2005766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2005773.125000 Penalty: 920.792480
	Iteration 187Q: 3 clusters Score -2005773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2005777.750000 Penalty: 920.792480
	Iteration 188Q: 3 clusters Score -2005778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2005776.625000 Penalty: 920.792480
	Iteration 189Q: 3 clusters Score -2005777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2005786.125000 Penalty: 920.792480
	Iteration 190Q: 3 clusters Score -2005786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2005784.625000 Penalty: 920.792480
	Iteration 191Q: 3 clusters Score -2005785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2005792.750000 Penalty: 920.792480
	Iteration 192Q: 3 clusters Score -2005793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2005793.250000 Penalty: 920.792480
	Iteration 193Q: 3 clusters Score -2005793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2005798.625000 Penalty: 920.792480
	Iteration 194Q: 3 clusters Score -2005799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2005811.125000 Penalty: 920.792480
	Iteration 195Q: 3 clusters Score -2005811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2005813.750000 Penalty: 920.792480
	Iteration 196Q: 3 clusters Score -2005814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2005817.875000 Penalty: 920.792480
	Iteration 197Q: 3 clusters Score -2005818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2005825.125000 Penalty: 920.792480
	Iteration 198Q: 3 clusters Score -2005825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2005832.375000 Penalty: 920.792480
	Iteration 199Q: 3 clusters Score -2005832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2005840.000000 Penalty: 920.792480
	Iteration 200F: 3 clusters Score -2005840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2005848.000000 Penalty: 920.792480
	Iteration 201Q: 3 clusters Score -2005848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2005852.125000 Penalty: 920.792480
	Iteration 202Q: 3 clusters Score -2005852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2005857.000000 Penalty: 920.792480
	Iteration 203Q: 3 clusters Score -2005857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2005861.000000 Penalty: 920.792480
	Iteration 204Q: 3 clusters Score -2005861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2005860.250000 Penalty: 920.792480
	Iteration 205Q: 3 clusters Score -2005860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2005861.875000 Penalty: 920.792480
	Iteration 206Q: 3 clusters Score -2005862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2005863.625000 Penalty: 920.792480
	Iteration 207Q: 3 clusters Score -2005864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2005863.625000 Penalty: 920.792480
	Iteration 208Q: 3 clusters Score -2005864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2005871.875000 Penalty: 920.792480
	Iteration 209Q: 3 clusters Score -2005872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2005870.375000 Penalty: 920.792480
	Iteration 210Q: 3 clusters Score -2005870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2005874.500000 Penalty: 920.792480
	Iteration 211Q: 3 clusters Score -2005874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2005871.750000 Penalty: 920.792480
	Iteration 212Q: 3 clusters Score -2005872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2005867.750000 Penalty: 920.792480
	Iteration 213Q: 3 clusters Score -2005868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2005873.000000 Penalty: 920.792480
	Iteration 214Q: 3 clusters Score -2005873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2005875.125000 Penalty: 920.792480
	Iteration 215Q: 3 clusters Score -2005875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2005883.250000 Penalty: 920.792480
	Iteration 216Q: 3 clusters Score -2005883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2005884.500000 Penalty: 920.792480
	Iteration 217Q: 3 clusters Score -2005884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2005885.750000 Penalty: 920.792480
	Iteration 218Q: 3 clusters Score -2005886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2005892.875000 Penalty: 920.792480
	Iteration 219Q: 3 clusters Score -2005893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2005892.250000 Penalty: 920.792480
	Iteration 220F: 3 clusters Score -2005892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2005891.250000 Penalty: 920.792480
	Iteration 221Q: 3 clusters Score -2005891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2005893.750000 Penalty: 920.792480
	Iteration 222Q: 3 clusters Score -2005894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2005893.750000 Penalty: 920.792480
	Iteration 223Q: 3 clusters Score -2005894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2005894.875000 Penalty: 920.792480
	Iteration 224Q: 3 clusters Score -2005895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2005893.625000 Penalty: 920.792480
	Iteration 225Q: 3 clusters Score -2005894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2005889.875000 Penalty: 920.792480
	Iteration 226Q: 3 clusters Score -2005890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2005897.000000 Penalty: 920.792480
	Iteration 227Q: 3 clusters Score -2005897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2005894.125000 Penalty: 920.792480
	Iteration 228Q: 3 clusters Score -2005894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2005897.625000 Penalty: 920.792480
	Iteration 229Q: 3 clusters Score -2005898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2005900.125000 Penalty: 920.792480
	Iteration 230Q: 3 clusters Score -2005900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2005901.750000 Penalty: 920.792480
	Iteration 231Q: 3 clusters Score -2005902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2005906.250000 Penalty: 920.792480
	Iteration 232Q: 3 clusters Score -2005906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2005906.500000 Penalty: 920.792480
	Iteration 233Q: 3 clusters Score -2005906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2005904.250000 Penalty: 920.792480
	Iteration 234Q: 3 clusters Score -2005904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2005904.375000 Penalty: 920.792480
	Iteration 235Q: 3 clusters Score -2005904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2005905.750000 Penalty: 920.792480
	Iteration 236Q: 3 clusters Score -2005906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2005913.875000 Penalty: 920.792480
	Iteration 237Q: 3 clusters Score -2005914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2005913.250000 Penalty: 920.792480
	Iteration 238Q: 3 clusters Score -2005913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2005914.250000 Penalty: 920.792480
	Iteration 239Q: 3 clusters Score -2005914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2005916.875000 Penalty: 920.792480
	Iteration 240F: 3 clusters Score -2005917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2005916.250000 Penalty: 920.792480
	Iteration 241Q: 3 clusters Score -2005916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2005917.625000 Penalty: 920.792480
	Iteration 242Q: 3 clusters Score -2005918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2005915.250000 Penalty: 920.792480
	Iteration 243Q: 3 clusters Score -2005915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2005917.375000 Penalty: 920.792480
	Iteration 244Q: 3 clusters Score -2005917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2005916.375000 Penalty: 920.792480
	Iteration 245Q: 3 clusters Score -2005916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2005916.625000 Penalty: 920.792480
	Iteration 246Q: 3 clusters Score -2005917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2005915.125000 Penalty: 920.792480
	Iteration 247Q: 3 clusters Score -2005915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2005915.250000 Penalty: 920.792480
	Iteration 248Q: 3 clusters Score -2005915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2005917.000000 Penalty: 920.792480
	Iteration 249Q: 3 clusters Score -2005917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2005915.625000 Penalty: 920.792480
	Iteration 250Q: 3 clusters Score -2005916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2005915.500000 Penalty: 920.792480
	Iteration 251Q: 3 clusters Score -2005916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2005915.750000 Penalty: 920.792480
	Iteration 252Q: 3 clusters Score -2005916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2005914.125000 Penalty: 920.792480
	Iteration 253Q: 3 clusters Score -2005914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2005916.125000 Penalty: 920.792480
	Iteration 254Q: 3 clusters Score -2005916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2005914.875000 Penalty: 920.792480
	Iteration 255Q: 3 clusters Score -2005915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2005915.750000 Penalty: 920.792480
	Iteration 256Q: 3 clusters Score -2005916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2005913.625000 Penalty: 920.792480
	Iteration 257Q: 3 clusters Score -2005914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2005913.250000 Penalty: 920.792480
	Iteration 258Q: 3 clusters Score -2005913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2005913.250000 Penalty: 920.792480
	Iteration 259F: 3 clusters Score -2005913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Entering Unmasked Estep 
Score: -2060386.625000 Penalty: 463.606567
	Iteration 0F: 2 clusters Score -2060387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2042848.375000 Penalty: 927.213135
	Iteration 0F: 3 clusters Score -2042848 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2050178.000000 Penalty: 927.213135
	Iteration 1F: 3 clusters Score -2050178 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2050644.750000 Penalty: 927.213135
	Iteration 2Q: 3 clusters Score -2050645 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2051302.750000 Penalty: 927.213135
	Iteration 3Q: 3 clusters Score -2051303 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2052292.875000 Penalty: 927.213135
	Iteration 4F: 3 clusters Score -2052293 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2053745.250000 Penalty: 927.213135
	Iteration 5F: 3 clusters Score -2053745 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2055466.250000 Penalty: 927.213135
	Iteration 6F: 3 clusters Score -2055466 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2056978.250000 Penalty: 927.213135
	Iteration 7F: 3 clusters Score -2056978 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2058126.000000 Penalty: 927.213135
	Iteration 8F: 3 clusters Score -2058126 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2058870.500000 Penalty: 927.213135
	Iteration 9Q: 3 clusters Score -2058870 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2059326.125000 Penalty: 927.213135
	Iteration 10Q: 3 clusters Score -2059326 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2059614.500000 Penalty: 927.213135
	Iteration 11Q: 3 clusters Score -2059614 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2059754.000000 Penalty: 927.213135
	Iteration 12Q: 3 clusters Score -2059754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2059830.875000 Penalty: 927.213135
	Iteration 13Q: 3 clusters Score -2059831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2059880.000000 Penalty: 927.213135
	Iteration 14Q: 3 clusters Score -2059880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2059911.000000 Penalty: 927.213135
	Iteration 15Q: 3 clusters Score -2059911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2059937.250000 Penalty: 927.213135
	Iteration 16Q: 3 clusters Score -2059937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2059953.125000 Penalty: 927.213135
	Iteration 17Q: 3 clusters Score -2059953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2059970.875000 Penalty: 927.213135
	Iteration 18Q: 3 clusters Score -2059971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2059985.625000 Penalty: 927.213135
	Iteration 19Q: 3 clusters Score -2059986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2059986.500000 Penalty: 927.213135
	Iteration 20F: 3 clusters Score -2059986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2059988.250000 Penalty: 927.213135
	Iteration 21Q: 3 clusters Score -2059988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2059989.000000 Penalty: 927.213135
	Iteration 22Q: 3 clusters Score -2059989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2059994.875000 Penalty: 927.213135
	Iteration 23Q: 3 clusters Score -2059995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2059999.250000 Penalty: 927.213135
	Iteration 24Q: 3 clusters Score -2059999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2059997.750000 Penalty: 927.213135
	Iteration 25Q: 3 clusters Score -2059998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2060000.750000 Penalty: 927.213135
	Iteration 26Q: 3 clusters Score -2060001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2060000.750000 Penalty: 927.213135
	Iteration 27F: 3 clusters Score -2060001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Entering Unmasked Estep 
Score: -1817956.625000 Penalty: 456.032471
	Iteration 0F: 2 clusters Score -1817957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1803673.500000 Penalty: 912.064941
	Iteration 0F: 3 clusters Score -1803674 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1810984.500000 Penalty: 912.064941
	Iteration 1F: 3 clusters Score -1810984 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1812360.000000 Penalty: 912.064941
	Iteration 2F: 3 clusters Score -1812360 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1813979.500000 Penalty: 912.064941
	Iteration 3F: 3 clusters Score -1813980 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1815235.500000 Penalty: 912.064941
	Iteration 4F: 3 clusters Score -1815236 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1815947.375000 Penalty: 912.064941
	Iteration 5F: 3 clusters Score -1815947 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1816338.375000 Penalty: 912.064941
	Iteration 6Q: 3 clusters Score -1816338 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1816622.500000 Penalty: 912.064941
	Iteration 7Q: 3 clusters Score -1816622 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1816871.000000 Penalty: 912.064941
	Iteration 8Q: 3 clusters Score -1816871 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1817093.750000 Penalty: 912.064941
	Iteration 9Q: 3 clusters Score -1817094 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1817264.125000 Penalty: 912.064941
	Iteration 10Q: 3 clusters Score -1817264 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1817405.125000 Penalty: 912.064941
	Iteration 11Q: 3 clusters Score -1817405 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1817515.250000 Penalty: 912.064941
	Iteration 12Q: 3 clusters Score -1817515 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1817609.125000 Penalty: 912.064941
	Iteration 13Q: 3 clusters Score -1817609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1817654.000000 Penalty: 912.064941
	Iteration 14Q: 3 clusters Score -1817654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1817693.250000 Penalty: 912.064941
	Iteration 15Q: 3 clusters Score -1817693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1817714.125000 Penalty: 912.064941
	Iteration 16Q: 3 clusters Score -1817714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1817735.375000 Penalty: 912.064941
	Iteration 17Q: 3 clusters Score -1817735 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1817752.500000 Penalty: 912.064941
	Iteration 18Q: 3 clusters Score -1817752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1817772.875000 Penalty: 912.064941
	Iteration 19Q: 3 clusters Score -1817773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1817781.750000 Penalty: 912.064941
	Iteration 20F: 3 clusters Score -1817782 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1817794.500000 Penalty: 912.064941
	Iteration 21Q: 3 clusters Score -1817794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1817813.000000 Penalty: 912.064941
	Iteration 22Q: 3 clusters Score -1817813 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1817828.750000 Penalty: 912.064941
	Iteration 23Q: 3 clusters Score -1817829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1817833.500000 Penalty: 912.064941
	Iteration 24Q: 3 clusters Score -1817834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1817848.375000 Penalty: 912.064941
	Iteration 25Q: 3 clusters Score -1817848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1817857.125000 Penalty: 912.064941
	Iteration 26Q: 3 clusters Score -1817857 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1817871.375000 Penalty: 912.064941
	Iteration 27Q: 3 clusters Score -1817871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1817882.625000 Penalty: 912.064941
	Iteration 28Q: 3 clusters Score -1817883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1817882.875000 Penalty: 912.064941
	Iteration 29Q: 3 clusters Score -1817883 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1817896.375000 Penalty: 912.064941
	Iteration 30Q: 3 clusters Score -1817896 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1817909.125000 Penalty: 912.064941
	Iteration 31Q: 3 clusters Score -1817909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1817914.000000 Penalty: 912.064941
	Iteration 32Q: 3 clusters Score -1817914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1817925.750000 Penalty: 912.064941
	Iteration 33Q: 3 clusters Score -1817926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1817941.875000 Penalty: 912.064941
	Iteration 34Q: 3 clusters Score -1817942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1817965.750000 Penalty: 912.064941
	Iteration 35Q: 3 clusters Score -1817966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1817987.375000 Penalty: 912.064941
	Iteration 36Q: 3 clusters Score -1817987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1818016.750000 Penalty: 912.064941
	Iteration 37Q: 3 clusters Score -1818017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1818032.750000 Penalty: 912.064941
	Iteration 38Q: 3 clusters Score -1818033 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1818051.750000 Penalty: 912.064941
	Iteration 39Q: 3 clusters Score -1818052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1818069.500000 Penalty: 912.064941
	Iteration 40F: 3 clusters Score -1818070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1818083.125000 Penalty: 912.064941
	Iteration 41Q: 3 clusters Score -1818083 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1818090.500000 Penalty: 912.064941
	Iteration 42Q: 3 clusters Score -1818090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1818097.250000 Penalty: 912.064941
	Iteration 43Q: 3 clusters Score -1818097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1818105.625000 Penalty: 912.064941
	Iteration 44Q: 3 clusters Score -1818106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1818113.000000 Penalty: 912.064941
	Iteration 45Q: 3 clusters Score -1818113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1818122.625000 Penalty: 912.064941
	Iteration 46Q: 3 clusters Score -1818123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1818130.750000 Penalty: 912.064941
	Iteration 47Q: 3 clusters Score -1818131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1818132.500000 Penalty: 912.064941
	Iteration 48Q: 3 clusters Score -1818132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1818138.750000 Penalty: 912.064941
	Iteration 49Q: 3 clusters Score -1818139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1818149.000000 Penalty: 912.064941
	Iteration 50Q: 3 clusters Score -1818149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1818161.875000 Penalty: 912.064941
	Iteration 51Q: 3 clusters Score -1818162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1818174.500000 Penalty: 912.064941
	Iteration 52Q: 3 clusters Score -1818174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1818178.375000 Penalty: 912.064941
	Iteration 53Q: 3 clusters Score -1818178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1818187.125000 Penalty: 912.064941
	Iteration 54Q: 3 clusters Score -1818187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1818194.625000 Penalty: 912.064941
	Iteration 55Q: 3 clusters Score -1818195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1818196.875000 Penalty: 912.064941
	Iteration 56Q: 3 clusters Score -1818197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1818206.250000 Penalty: 912.064941
	Iteration 57Q: 3 clusters Score -1818206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1818211.500000 Penalty: 912.064941
	Iteration 58Q: 3 clusters Score -1818212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1818211.500000 Penalty: 912.064941
	Iteration 59Q: 3 clusters Score -1818212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1818216.500000 Penalty: 912.064941
	Iteration 60F: 3 clusters Score -1818216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1818221.000000 Penalty: 912.064941
	Iteration 61Q: 3 clusters Score -1818221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1818231.000000 Penalty: 912.064941
	Iteration 62Q: 3 clusters Score -1818231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1818229.875000 Penalty: 912.064941
	Iteration 63Q: 3 clusters Score -1818230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1818232.125000 Penalty: 912.064941
	Iteration 64Q: 3 clusters Score -1818232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1818235.500000 Penalty: 912.064941
	Iteration 65Q: 3 clusters Score -1818236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1818240.375000 Penalty: 912.064941
	Iteration 66Q: 3 clusters Score -1818240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1818243.375000 Penalty: 912.064941
	Iteration 67Q: 3 clusters Score -1818243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1818245.125000 Penalty: 912.064941
	Iteration 68Q: 3 clusters Score -1818245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1818247.000000 Penalty: 912.064941
	Iteration 69Q: 3 clusters Score -1818247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1818244.875000 Penalty: 912.064941
	Iteration 70Q: 3 clusters Score -1818245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1818244.375000 Penalty: 912.064941
	Iteration 71Q: 3 clusters Score -1818244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1818243.500000 Penalty: 912.064941
	Iteration 72Q: 3 clusters Score -1818244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1818246.750000 Penalty: 912.064941
	Iteration 73Q: 3 clusters Score -1818247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1818248.125000 Penalty: 912.064941
	Iteration 74Q: 3 clusters Score -1818248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1818242.375000 Penalty: 912.064941
	Iteration 75Q: 3 clusters Score -1818242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1818232.375000 Penalty: 912.064941
	Iteration 76Q: 3 clusters Score -1818232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1818234.750000 Penalty: 912.064941
	Iteration 77Q: 3 clusters Score -1818235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1818239.500000 Penalty: 912.064941
	Iteration 78Q: 3 clusters Score -1818240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1818234.875000 Penalty: 912.064941
	Iteration 79Q: 3 clusters Score -1818235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1818231.250000 Penalty: 912.064941
	Iteration 80F: 3 clusters Score -1818231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1818233.625000 Penalty: 912.064941
	Iteration 81Q: 3 clusters Score -1818234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1818233.875000 Penalty: 912.064941
	Iteration 82Q: 3 clusters Score -1818234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1818228.250000 Penalty: 912.064941
	Iteration 83Q: 3 clusters Score -1818228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1818229.500000 Penalty: 912.064941
	Iteration 84Q: 3 clusters Score -1818230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1818212.750000 Penalty: 912.064941
	Iteration 85Q: 3 clusters Score -1818213 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1818207.250000 Penalty: 912.064941
	Iteration 86Q: 3 clusters Score -1818207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1818206.500000 Penalty: 912.064941
	Iteration 87Q: 3 clusters Score -1818206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1818199.625000 Penalty: 912.064941
	Iteration 88Q: 3 clusters Score -1818200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1818198.750000 Penalty: 912.064941
	Iteration 89Q: 3 clusters Score -1818199 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1818165.875000 Penalty: 912.064941
	Iteration 90Q: 3 clusters Score -1818166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1818132.625000 Penalty: 912.064941
	Iteration 91Q: 3 clusters Score -1818133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1818109.875000 Penalty: 912.064941
	Iteration 92Q: 3 clusters Score -1818110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1818086.875000 Penalty: 912.064941
	Iteration 93Q: 3 clusters Score -1818087 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1818065.875000 Penalty: 912.064941
	Iteration 94Q: 3 clusters Score -1818066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1818055.375000 Penalty: 912.064941
	Iteration 95Q: 3 clusters Score -1818055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1818037.000000 Penalty: 912.064941
	Iteration 96Q: 3 clusters Score -1818037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1818032.500000 Penalty: 912.064941
	Iteration 97Q: 3 clusters Score -1818032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1818019.125000 Penalty: 912.064941
	Iteration 98Q: 3 clusters Score -1818019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1818005.375000 Penalty: 912.064941
	Iteration 99Q: 3 clusters Score -1818005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1817991.250000 Penalty: 912.064941
	Iteration 100F: 3 clusters Score -1817991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1817982.750000 Penalty: 912.064941
	Iteration 101Q: 3 clusters Score -1817983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1817963.875000 Penalty: 912.064941
	Iteration 102Q: 3 clusters Score -1817964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1817955.000000 Penalty: 912.064941
	Iteration 103Q: 3 clusters Score -1817955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1817952.250000 Penalty: 912.064941
	Iteration 104Q: 3 clusters Score -1817952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1817950.000000 Penalty: 912.064941
	Iteration 105Q: 3 clusters Score -1817950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1817940.625000 Penalty: 912.064941
	Iteration 106Q: 3 clusters Score -1817941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1817940.875000 Penalty: 912.064941
	Iteration 107Q: 3 clusters Score -1817941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1817938.500000 Penalty: 912.064941
	Iteration 108Q: 3 clusters Score -1817938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1817929.625000 Penalty: 912.064941
	Iteration 109Q: 3 clusters Score -1817930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1817924.000000 Penalty: 912.064941
	Iteration 110Q: 3 clusters Score -1817924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1817924.125000 Penalty: 912.064941
	Iteration 111Q: 3 clusters Score -1817924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1817923.375000 Penalty: 912.064941
	Iteration 112Q: 3 clusters Score -1817923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1817922.750000 Penalty: 912.064941
	Iteration 113Q: 3 clusters Score -1817923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1817922.000000 Penalty: 912.064941
	Iteration 114Q: 3 clusters Score -1817922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1817919.625000 Penalty: 912.064941
	Iteration 115Q: 3 clusters Score -1817920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1817920.375000 Penalty: 912.064941
	Iteration 116Q: 3 clusters Score -1817920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1817918.125000 Penalty: 912.064941
	Iteration 117Q: 3 clusters Score -1817918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1817915.750000 Penalty: 912.064941
	Iteration 118Q: 3 clusters Score -1817916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1817917.875000 Penalty: 912.064941
	Iteration 119Q: 3 clusters Score -1817918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1817922.750000 Penalty: 912.064941
	Iteration 120F: 3 clusters Score -1817923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1817923.750000 Penalty: 912.064941
	Iteration 121Q: 3 clusters Score -1817924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1817922.875000 Penalty: 912.064941
	Iteration 122Q: 3 clusters Score -1817923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1817920.625000 Penalty: 912.064941
	Iteration 123Q: 3 clusters Score -1817921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1817922.125000 Penalty: 912.064941
	Iteration 124Q: 3 clusters Score -1817922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1817923.875000 Penalty: 912.064941
	Iteration 125Q: 3 clusters Score -1817924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1817923.875000 Penalty: 912.064941
	Iteration 126F: 3 clusters Score -1817924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Entering Unmasked Estep 
Score: -5665.531250 Penalty: 206.719925
	Iteration 0F: 2 clusters Score -5665.531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5482.096680 Penalty: 413.439850
	Iteration 0F: 3 clusters Score -5482.097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5547.035645 Penalty: 413.439850
	Iteration 1F: 3 clusters Score -5547.036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5555.246094 Penalty: 413.439850
	Iteration 2Q: 3 clusters Score -5555.246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5560.947754 Penalty: 413.439850
	Iteration 3Q: 3 clusters Score -5560.948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5560.947754 Penalty: 413.439850
	Iteration 4F: 3 clusters Score -5560.948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Entering Unmasked Estep 
Score: -783160.937500 Penalty: 421.155914
	Iteration 0F: 2 clusters Score -783160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -776190.375000 Penalty: 842.311829
	Iteration 0F: 3 clusters Score -776190.4 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -779381.500000 Penalty: 842.311829
	Iteration 1F: 3 clusters Score -779381.5 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -779940.375000 Penalty: 842.311829
	Iteration 2F: 3 clusters Score -779940.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -780522.000000 Penalty: 842.311829
	Iteration 3F: 3 clusters Score -780522 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -781003.812500 Penalty: 842.311829
	Iteration 4F: 3 clusters Score -781003.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -781396.375000 Penalty: 842.311829
	Iteration 5F: 3 clusters Score -781396.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -781683.812500 Penalty: 842.311829
	Iteration 6Q: 3 clusters Score -781683.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -781911.187500 Penalty: 842.311829
	Iteration 7Q: 3 clusters Score -781911.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -782112.375000 Penalty: 842.311829
	Iteration 8Q: 3 clusters Score -782112.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -782321.687500 Penalty: 842.311829
	Iteration 9Q: 3 clusters Score -782321.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -782587.500000 Penalty: 842.311829
	Iteration 10Q: 3 clusters Score -782587.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -782720.187500 Penalty: 842.311829
	Iteration 11Q: 3 clusters Score -782720.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -782782.375000 Penalty: 842.311829
	Iteration 12Q: 3 clusters Score -782782.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -782806.062500 Penalty: 842.311829
	Iteration 13Q: 3 clusters Score -782806.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -782820.437500 Penalty: 842.311829
	Iteration 14Q: 3 clusters Score -782820.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -782825.812500 Penalty: 842.311829
	Iteration 15Q: 3 clusters Score -782825.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -782832.187500 Penalty: 842.311829
	Iteration 16Q: 3 clusters Score -782832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -782837.750000 Penalty: 842.311829
	Iteration 17Q: 3 clusters Score -782837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -782841.312500 Penalty: 842.311829
	Iteration 18Q: 3 clusters Score -782841.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -782844.125000 Penalty: 842.311829
	Iteration 19Q: 3 clusters Score -782844.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -782846.562500 Penalty: 842.311829
	Iteration 20F: 3 clusters Score -782846.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -782848.875000 Penalty: 842.311829
	Iteration 21Q: 3 clusters Score -782848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -782849.625000 Penalty: 842.311829
	Iteration 22Q: 3 clusters Score -782849.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -782852.000000 Penalty: 842.311829
	Iteration 23Q: 3 clusters Score -782852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -782853.812500 Penalty: 842.311829
	Iteration 24Q: 3 clusters Score -782853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -782854.750000 Penalty: 842.311829
	Iteration 25Q: 3 clusters Score -782854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -782855.500000 Penalty: 842.311829
	Iteration 26Q: 3 clusters Score -782855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -782856.812500 Penalty: 842.311829
	Iteration 27Q: 3 clusters Score -782856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -782856.687500 Penalty: 842.311829
	Iteration 28Q: 3 clusters Score -782856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -782854.750000 Penalty: 842.311829
	Iteration 29Q: 3 clusters Score -782854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -782855.750000 Penalty: 842.311829
	Iteration 30Q: 3 clusters Score -782855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -782856.500000 Penalty: 842.311829
	Iteration 31Q: 3 clusters Score -782856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -782856.875000 Penalty: 842.311829
	Iteration 32Q: 3 clusters Score -782856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -782854.687500 Penalty: 842.311829
	Iteration 33Q: 3 clusters Score -782854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -782856.250000 Penalty: 842.311829
	Iteration 34Q: 3 clusters Score -782856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -782856.937500 Penalty: 842.311829
	Iteration 35Q: 3 clusters Score -782856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -782857.250000 Penalty: 842.311829
	Iteration 36Q: 3 clusters Score -782857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -782856.687500 Penalty: 842.311829
	Iteration 37Q: 3 clusters Score -782856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -782856.562500 Penalty: 842.311829
	Iteration 38Q: 3 clusters Score -782856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -782857.687500 Penalty: 842.311829
	Iteration 39Q: 3 clusters Score -782857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -782856.375000 Penalty: 842.311829
	Iteration 40F: 3 clusters Score -782856.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -782856.125000 Penalty: 842.311829
	Iteration 41Q: 3 clusters Score -782856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -782857.500000 Penalty: 842.311829
	Iteration 42Q: 3 clusters Score -782857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -782859.250000 Penalty: 842.311829
	Iteration 43Q: 3 clusters Score -782859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -782857.937500 Penalty: 842.311829
	Iteration 44Q: 3 clusters Score -782857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -782859.500000 Penalty: 842.311829
	Iteration 45Q: 3 clusters Score -782859.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -782859.625000 Penalty: 842.311829
	Iteration 46Q: 3 clusters Score -782859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -782860.250000 Penalty: 842.311829
	Iteration 47Q: 3 clusters Score -782860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -782860.625000 Penalty: 842.311829
	Iteration 48Q: 3 clusters Score -782860.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -782862.375000 Penalty: 842.311829
	Iteration 49Q: 3 clusters Score -782862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -782862.250000 Penalty: 842.311829
	Iteration 50Q: 3 clusters Score -782862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -782861.937500 Penalty: 842.311829
	Iteration 51Q: 3 clusters Score -782861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -782865.187500 Penalty: 842.311829
	Iteration 52Q: 3 clusters Score -782865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -782866.750000 Penalty: 842.311829
	Iteration 53Q: 3 clusters Score -782866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -782870.000000 Penalty: 842.311829
	Iteration 54Q: 3 clusters Score -782870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -782871.312500 Penalty: 842.311829
	Iteration 55Q: 3 clusters Score -782871.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -782873.750000 Penalty: 842.311829
	Iteration 56Q: 3 clusters Score -782873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -782875.125000 Penalty: 842.311829
	Iteration 57Q: 3 clusters Score -782875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -782877.062500 Penalty: 842.311829
	Iteration 58Q: 3 clusters Score -782877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -782876.687500 Penalty: 842.311829
	Iteration 59Q: 3 clusters Score -782876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -782876.937500 Penalty: 842.311829
	Iteration 60F: 3 clusters Score -782876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -782878.125000 Penalty: 842.311829
	Iteration 61Q: 3 clusters Score -782878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -782879.750000 Penalty: 842.311829
	Iteration 62Q: 3 clusters Score -782879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -782880.250000 Penalty: 842.311829
	Iteration 63Q: 3 clusters Score -782880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -782881.187500 Penalty: 842.311829
	Iteration 64Q: 3 clusters Score -782881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -782880.437500 Penalty: 842.311829
	Iteration 65Q: 3 clusters Score -782880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -782880.687500 Penalty: 842.311829
	Iteration 66Q: 3 clusters Score -782880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -782881.375000 Penalty: 842.311829
	Iteration 67Q: 3 clusters Score -782881.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -782881.375000 Penalty: 842.311829
	Iteration 68F: 3 clusters Score -782881.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -8121.386719 Penalty: 234.474777
	Iteration 0F: 2 clusters Score -8121.387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7916.771973 Penalty: 468.949554
	Iteration 0F: 3 clusters Score -7916.772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8034.272949 Penalty: 468.949554
	Iteration 1F: 3 clusters Score -8034.273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8083.009277 Penalty: 468.949554
	Iteration 2F: 3 clusters Score -8083.009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8092.262695 Penalty: 468.949554
	Iteration 3Q: 3 clusters Score -8092.263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8108.595703 Penalty: 468.949554
	Iteration 4Q: 3 clusters Score -8108.596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8110.892578 Penalty: 468.949554
	Iteration 5Q: 3 clusters Score -8110.893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8110.892578 Penalty: 468.949554
	Iteration 6F: 3 clusters Score -8110.893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -231912.640625 Penalty: 366.567444
	Iteration 0F: 2 clusters Score -231912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -229730.078125 Penalty: 733.134888
	Iteration 0F: 3 clusters Score -229730.1 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -230506.468750 Penalty: 733.134888
	Iteration 1F: 3 clusters Score -230506.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -230568.609375 Penalty: 733.134888
	Iteration 2F: 3 clusters Score -230568.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -230631.187500 Penalty: 733.134888
	Iteration 3Q: 3 clusters Score -230631.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -230714.859375 Penalty: 733.134888
	Iteration 4F: 3 clusters Score -230714.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -230818.843750 Penalty: 733.134888
	Iteration 5F: 3 clusters Score -230818.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -230942.078125 Penalty: 733.134888
	Iteration 6F: 3 clusters Score -230942.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -231059.421875 Penalty: 733.134888
	Iteration 7F: 3 clusters Score -231059.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -231180.328125 Penalty: 733.134888
	Iteration 8F: 3 clusters Score -231180.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -231293.796875 Penalty: 733.134888
	Iteration 9Q: 3 clusters Score -231293.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -231385.015625 Penalty: 733.134888
	Iteration 10Q: 3 clusters Score -231385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -231455.593750 Penalty: 733.134888
	Iteration 11Q: 3 clusters Score -231455.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -231509.234375 Penalty: 733.134888
	Iteration 12Q: 3 clusters Score -231509.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -231535.343750 Penalty: 733.134888
	Iteration 13Q: 3 clusters Score -231535.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -231548.781250 Penalty: 733.134888
	Iteration 14Q: 3 clusters Score -231548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -231556.890625 Penalty: 733.134888
	Iteration 15Q: 3 clusters Score -231556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -231571.859375 Penalty: 733.134888
	Iteration 16Q: 3 clusters Score -231571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -231585.031250 Penalty: 733.134888
	Iteration 17Q: 3 clusters Score -231585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -231597.296875 Penalty: 733.134888
	Iteration 18Q: 3 clusters Score -231597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -231599.750000 Penalty: 733.134888
	Iteration 19Q: 3 clusters Score -231599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -231603.281250 Penalty: 733.134888
	Iteration 20F: 3 clusters Score -231603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -231604.437500 Penalty: 733.134888
	Iteration 21Q: 3 clusters Score -231604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -231605.125000 Penalty: 733.134888
	Iteration 22Q: 3 clusters Score -231605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -231605.125000 Penalty: 733.134888
	Iteration 23F: 3 clusters Score -231605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -8885.491211 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -8885.491 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 220 members 
Entering Unmasked Estep 
Score: -8523.995117 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -8523.995 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8801.000000 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -8801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8881.422852 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -8881.423 nChanged 26
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: -8930.561523 Penalty: 551.592529
	Iteration 3F: 3 clusters Score -8930.562 nChanged 12
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: -8963.634766 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -8963.635 nChanged 10
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: -9007.317383 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -9007.317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9055.721680 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -9055.722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9091.337891 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -9091.338 nChanged 12
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: -9131.425781 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -9131.426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9170.488281 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -9170.488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9199.872070 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -9199.872 nChanged 5
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: -9208.508789 Penalty: 551.592529
	Iteration 11Q: 3 clusters Score -9208.509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9213.286133 Penalty: 551.592529
	Iteration 12Q: 3 clusters Score -9213.286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9217.079102 Penalty: 551.592529
	Iteration 13Q: 3 clusters Score -9217.079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9217.696289 Penalty: 551.592529
	Iteration 14Q: 3 clusters Score -9217.696 nChanged 1
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: -9218.858398 Penalty: 551.592529
	Iteration 15Q: 3 clusters Score -9218.858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9219.771484 Penalty: 551.592529
	Iteration 16Q: 3 clusters Score -9219.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9219.771484 Penalty: 551.592529
	Iteration 17F: 3 clusters Score -9219.771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 50133 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Entering Unmasked Estep 
Score: -42089296.000000 Penalty: 29494.884766
Splitting cluster 24 changes total score from -42061532.000000 to -42089296.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 25 (50133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Entering Unmasked Estep 
Score: -3994806.250000 Penalty: 492.420776
	Iteration 0F: 2 clusters Score -3994806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3970000.000000 Penalty: 984.841553
	Iteration 0F: 3 clusters Score -3970000 nChanged 24465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3987358.250000 Penalty: 984.841553
	Iteration 1F: 3 clusters Score -3987358 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3990323.250000 Penalty: 984.841553
	Iteration 2F: 3 clusters Score -3990323 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3993713.000000 Penalty: 984.841553
	Iteration 3F: 3 clusters Score -3993713 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3996244.000000 Penalty: 984.841553
	Iteration 4F: 3 clusters Score -3996244 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3997480.000000 Penalty: 984.841553
	Iteration 5F: 3 clusters Score -3997480 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3998159.500000 Penalty: 984.841553
	Iteration 6Q: 3 clusters Score -3998160 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3998748.750000 Penalty: 984.841553
	Iteration 7Q: 3 clusters Score -3998749 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3999351.750000 Penalty: 984.841553
	Iteration 8Q: 3 clusters Score -3999352 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -4000042.250000 Penalty: 984.841553
	Iteration 9Q: 3 clusters Score -4000042 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4000735.000000 Penalty: 984.841553
	Iteration 10Q: 3 clusters Score -4000735 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4001474.000000 Penalty: 984.841553
	Iteration 11Q: 3 clusters Score -4001474 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4002092.500000 Penalty: 984.841553
	Iteration 12Q: 3 clusters Score -4002092 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4002500.000000 Penalty: 984.841553
	Iteration 13Q: 3 clusters Score -4002500 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4002765.250000 Penalty: 984.841553
	Iteration 14Q: 3 clusters Score -4002765 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4002981.750000 Penalty: 984.841553
	Iteration 15Q: 3 clusters Score -4002982 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4003096.000000 Penalty: 984.841553
	Iteration 16Q: 3 clusters Score -4003096 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4003168.000000 Penalty: 984.841553
	Iteration 17Q: 3 clusters Score -4003168 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4003182.250000 Penalty: 984.841553
	Iteration 18Q: 3 clusters Score -4003182 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4003215.000000 Penalty: 984.841553
	Iteration 19Q: 3 clusters Score -4003215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4003226.250000 Penalty: 984.841553
	Iteration 20F: 3 clusters Score -4003226 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4003238.500000 Penalty: 984.841553
	Iteration 21Q: 3 clusters Score -4003238 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4003218.500000 Penalty: 984.841553
	Iteration 22Q: 3 clusters Score -4003218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4003206.250000 Penalty: 984.841553
	Iteration 23Q: 3 clusters Score -4003206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4003181.000000 Penalty: 984.841553
	Iteration 24Q: 3 clusters Score -4003181 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4003162.750000 Penalty: 984.841553
	Iteration 25Q: 3 clusters Score -4003163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4003148.750000 Penalty: 984.841553
	Iteration 26Q: 3 clusters Score -4003149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4003129.000000 Penalty: 984.841553
	Iteration 27Q: 3 clusters Score -4003129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4003110.250000 Penalty: 984.841553
	Iteration 28Q: 3 clusters Score -4003110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4003089.750000 Penalty: 984.841553
	Iteration 29Q: 3 clusters Score -4003090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4003075.500000 Penalty: 984.841553
	Iteration 30Q: 3 clusters Score -4003076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4003077.250000 Penalty: 984.841553
	Iteration 31Q: 3 clusters Score -4003077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4003070.250000 Penalty: 984.841553
	Iteration 32Q: 3 clusters Score -4003070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4003066.000000 Penalty: 984.841553
	Iteration 33Q: 3 clusters Score -4003066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4003065.250000 Penalty: 984.841553
	Iteration 34Q: 3 clusters Score -4003065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4003072.250000 Penalty: 984.841553
	Iteration 35Q: 3 clusters Score -4003072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4003073.250000 Penalty: 984.841553
	Iteration 36Q: 3 clusters Score -4003073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4003075.250000 Penalty: 984.841553
	Iteration 37Q: 3 clusters Score -4003075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4003078.500000 Penalty: 984.841553
	Iteration 38Q: 3 clusters Score -4003078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4003079.500000 Penalty: 984.841553
	Iteration 39Q: 3 clusters Score -4003080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4003081.500000 Penalty: 984.841553
	Iteration 40F: 3 clusters Score -4003082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4003084.750000 Penalty: 984.841553
	Iteration 41Q: 3 clusters Score -4003085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4003082.500000 Penalty: 984.841553
	Iteration 42Q: 3 clusters Score -4003082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4003087.750000 Penalty: 984.841553
	Iteration 43Q: 3 clusters Score -4003088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4003088.250000 Penalty: 984.841553
	Iteration 44Q: 3 clusters Score -4003088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4003088.250000 Penalty: 984.841553
	Iteration 45Q: 3 clusters Score -4003088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4003089.250000 Penalty: 984.841553
	Iteration 46Q: 3 clusters Score -4003089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4003091.750000 Penalty: 984.841553
	Iteration 47Q: 3 clusters Score -4003092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4003096.500000 Penalty: 984.841553
	Iteration 48Q: 3 clusters Score -4003096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4003091.750000 Penalty: 984.841553
	Iteration 49Q: 3 clusters Score -4003092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4003092.250000 Penalty: 984.841553
	Iteration 50Q: 3 clusters Score -4003092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -4003093.500000 Penalty: 984.841553
	Iteration 51Q: 3 clusters Score -4003094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4003088.500000 Penalty: 984.841553
	Iteration 52Q: 3 clusters Score -4003088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4003088.750000 Penalty: 984.841553
	Iteration 53Q: 3 clusters Score -4003089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4003090.000000 Penalty: 984.841553
	Iteration 54Q: 3 clusters Score -4003090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4003087.750000 Penalty: 984.841553
	Iteration 55Q: 3 clusters Score -4003088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4003083.500000 Penalty: 984.841553
	Iteration 56Q: 3 clusters Score -4003084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4003076.500000 Penalty: 984.841553
	Iteration 57Q: 3 clusters Score -4003076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4003076.500000 Penalty: 984.841553
	Iteration 58F: 3 clusters Score -4003076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 1165 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Entering Unmasked Estep 
Score: -42097452.000000 Penalty: 30096.822266
Splitting cluster 25 changes total score from -42061532.000000 to -42097452.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 26 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -71179.070312 Penalty: 315.159271
	Iteration 0F: 2 clusters Score -71179.07 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 511 members 
Entering Unmasked Estep 
Score: -70331.789062 Penalty: 630.318542
	Iteration 0F: 3 clusters Score -70331.79 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -70669.367188 Penalty: 630.318542
	Iteration 1F: 3 clusters Score -70669.37 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -70726.554688 Penalty: 630.318542
	Iteration 2F: 3 clusters Score -70726.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -70749.507812 Penalty: 630.318542
	Iteration 3F: 3 clusters Score -70749.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70768.156250 Penalty: 630.318542
	Iteration 4Q: 3 clusters Score -70768.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70793.304688 Penalty: 630.318542
	Iteration 5Q: 3 clusters Score -70793.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70828.437500 Penalty: 630.318542
	Iteration 6Q: 3 clusters Score -70828.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70856.187500 Penalty: 630.318542
	Iteration 7Q: 3 clusters Score -70856.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70888.835938 Penalty: 630.318542
	Iteration 8Q: 3 clusters Score -70888.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70923.273438 Penalty: 630.318542
	Iteration 9Q: 3 clusters Score -70923.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70949.492188 Penalty: 630.318542
	Iteration 10Q: 3 clusters Score -70949.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -70966.960938 Penalty: 630.318542
	Iteration 11Q: 3 clusters Score -70966.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70974.226562 Penalty: 630.318542
	Iteration 12Q: 3 clusters Score -70974.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70980.085938 Penalty: 630.318542
	Iteration 13Q: 3 clusters Score -70980.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70984.656250 Penalty: 630.318542
	Iteration 14Q: 3 clusters Score -70984.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70987.859375 Penalty: 630.318542
	Iteration 15Q: 3 clusters Score -70987.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70990.718750 Penalty: 630.318542
	Iteration 16Q: 3 clusters Score -70990.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70992.757812 Penalty: 630.318542
	Iteration 17Q: 3 clusters Score -70992.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -70992.851562 Penalty: 630.318542
	Iteration 18Q: 3 clusters Score -70992.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -70993.367188 Penalty: 630.318542
	Iteration 19Q: 3 clusters Score -70993.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70994.679688 Penalty: 630.318542
	Iteration 20F: 3 clusters Score -70994.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70996.210938 Penalty: 630.318542
	Iteration 21Q: 3 clusters Score -70996.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70996.625000 Penalty: 630.318542
	Iteration 22Q: 3 clusters Score -70996.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -70997.562500 Penalty: 630.318542
	Iteration 23Q: 3 clusters Score -70997.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70997.851562 Penalty: 630.318542
	Iteration 24Q: 3 clusters Score -70997.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -70997.851562 Penalty: 630.318542
	Iteration 25F: 3 clusters Score -70997.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Entering Unmasked Estep 
Score: -56120.007812 Penalty: 306.908264
	Iteration 0F: 2 clusters Score -56120.01 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 428 members 
Entering Unmasked Estep 
Score: -55407.429688 Penalty: 613.816528
	Iteration 0F: 3 clusters Score -55407.43 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -55660.222656 Penalty: 613.816528
	Iteration 1F: 3 clusters Score -55660.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -55745.773438 Penalty: 613.816528
	Iteration 2F: 3 clusters Score -55745.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -55786.941406 Penalty: 613.816528
	Iteration 3F: 3 clusters Score -55786.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -55804.871094 Penalty: 613.816528
	Iteration 4Q: 3 clusters Score -55804.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -55815.082031 Penalty: 613.816528
	Iteration 5Q: 3 clusters Score -55815.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -55821.542969 Penalty: 613.816528
	Iteration 6Q: 3 clusters Score -55821.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -55825.644531 Penalty: 613.816528
	Iteration 7Q: 3 clusters Score -55825.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55828.976562 Penalty: 613.816528
	Iteration 8Q: 3 clusters Score -55828.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55834.210938 Penalty: 613.816528
	Iteration 9Q: 3 clusters Score -55834.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -55837.835938 Penalty: 613.816528
	Iteration 10Q: 3 clusters Score -55837.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -55839.152344 Penalty: 613.816528
	Iteration 11Q: 3 clusters Score -55839.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -55840.042969 Penalty: 613.816528
	Iteration 12Q: 3 clusters Score -55840.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -55840.210938 Penalty: 613.816528
	Iteration 13Q: 3 clusters Score -55840.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -55841.964844 Penalty: 613.816528
	Iteration 14Q: 3 clusters Score -55841.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -55848.671875 Penalty: 613.816528
	Iteration 15Q: 3 clusters Score -55848.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -55862.464844 Penalty: 613.816528
	Iteration 16Q: 3 clusters Score -55862.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -55881.625000 Penalty: 613.816528
	Iteration 17Q: 3 clusters Score -55881.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -55896.226562 Penalty: 613.816528
	Iteration 18Q: 3 clusters Score -55896.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -55904.234375 Penalty: 613.816528
	Iteration 19Q: 3 clusters Score -55904.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55907.761719 Penalty: 613.816528
	Iteration 20F: 3 clusters Score -55907.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55908.894531 Penalty: 613.816528
	Iteration 21Q: 3 clusters Score -55908.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -55908.894531 Penalty: 613.816528
	Iteration 22F: 3 clusters Score -55908.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -77437.804688 Penalty: 321.251678
	Iteration 0F: 2 clusters Score -77437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76532.335938 Penalty: 642.503357
	Iteration 0F: 3 clusters Score -76532.34 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76912.031250 Penalty: 642.503357
	Iteration 1F: 3 clusters Score -76912.03 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -77108.218750 Penalty: 642.503357
	Iteration 2F: 3 clusters Score -77108.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77240.101562 Penalty: 642.503357
	Iteration 3F: 3 clusters Score -77240.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -77319.781250 Penalty: 642.503357
	Iteration 4Q: 3 clusters Score -77319.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -77378.570312 Penalty: 642.503357
	Iteration 5F: 3 clusters Score -77378.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -77400.109375 Penalty: 642.503357
	Iteration 6Q: 3 clusters Score -77400.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77409.921875 Penalty: 642.503357
	Iteration 7Q: 3 clusters Score -77409.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77411.843750 Penalty: 642.503357
	Iteration 8Q: 3 clusters Score -77411.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77412.390625 Penalty: 642.503357
	Iteration 9Q: 3 clusters Score -77412.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -77413.718750 Penalty: 642.503357
	Iteration 10Q: 3 clusters Score -77413.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77416.640625 Penalty: 642.503357
	Iteration 11Q: 3 clusters Score -77416.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -77420.664062 Penalty: 642.503357
	Iteration 12Q: 3 clusters Score -77420.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77423.593750 Penalty: 642.503357
	Iteration 13Q: 3 clusters Score -77423.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -77425.656250 Penalty: 642.503357
	Iteration 14Q: 3 clusters Score -77425.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -77426.335938 Penalty: 642.503357
	Iteration 15Q: 3 clusters Score -77426.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -77427.093750 Penalty: 642.503357
	Iteration 16Q: 3 clusters Score -77427.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -77427.773438 Penalty: 642.503357
	Iteration 17Q: 3 clusters Score -77427.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77429.703125 Penalty: 642.503357
	Iteration 18Q: 3 clusters Score -77429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -77430.757812 Penalty: 642.503357
	Iteration 19Q: 3 clusters Score -77430.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -77431.031250 Penalty: 642.503357
	Iteration 20F: 3 clusters Score -77431.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -77433.554688 Penalty: 642.503357
	Iteration 21Q: 3 clusters Score -77433.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -77437.046875 Penalty: 642.503357
	Iteration 22Q: 3 clusters Score -77437.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -77439.781250 Penalty: 642.503357
	Iteration 23Q: 3 clusters Score -77439.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -77443.234375 Penalty: 642.503357
	Iteration 24Q: 3 clusters Score -77443.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -77444.429688 Penalty: 642.503357
	Iteration 25Q: 3 clusters Score -77444.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77444.796875 Penalty: 642.503357
	Iteration 26Q: 3 clusters Score -77444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -77445.195312 Penalty: 642.503357
	Iteration 27Q: 3 clusters Score -77445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -77446.484375 Penalty: 642.503357
	Iteration 28Q: 3 clusters Score -77446.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -77446.484375 Penalty: 642.503357
	Iteration 29F: 3 clusters Score -77446.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 35591 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Entering Unmasked Estep 
Score: -42097100.000000 Penalty: 30698.757812
Splitting cluster 28 changes total score from -42061532.000000 to -42097100.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 29 (35591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Entering Unmasked Estep 
Score: -2771775.750000 Penalty: 476.833069
	Iteration 0F: 2 clusters Score -2771776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2748910.500000 Penalty: 953.666138
	Iteration 0F: 3 clusters Score -2748910 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2761368.250000 Penalty: 953.666138
	Iteration 1F: 3 clusters Score -2761368 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2765490.500000 Penalty: 953.666138
	Iteration 2F: 3 clusters Score -2765490 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2770634.000000 Penalty: 953.666138
	Iteration 3F: 3 clusters Score -2770634 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -2773996.000000 Penalty: 953.666138
	Iteration 4F: 3 clusters Score -2773996 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2775372.000000 Penalty: 953.666138
	Iteration 5F: 3 clusters Score -2775372 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2776142.250000 Penalty: 953.666138
	Iteration 6Q: 3 clusters Score -2776142 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -2776499.750000 Penalty: 953.666138
	Iteration 7Q: 3 clusters Score -2776500 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2776594.250000 Penalty: 953.666138
	Iteration 8Q: 3 clusters Score -2776594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -2776605.000000 Penalty: 953.666138
	Iteration 9Q: 3 clusters Score -2776605 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -2776609.750000 Penalty: 953.666138
	Iteration 10Q: 3 clusters Score -2776610 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -2776600.000000 Penalty: 953.666138
	Iteration 11Q: 3 clusters Score -2776600 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2776575.000000 Penalty: 953.666138
	Iteration 12Q: 3 clusters Score -2776575 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -2776542.750000 Penalty: 953.666138
	Iteration 13Q: 3 clusters Score -2776543 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -2776514.500000 Penalty: 953.666138
	Iteration 14Q: 3 clusters Score -2776514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -2776516.250000 Penalty: 953.666138
	Iteration 15Q: 3 clusters Score -2776516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2776520.000000 Penalty: 953.666138
	Iteration 16Q: 3 clusters Score -2776520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -2776511.500000 Penalty: 953.666138
	Iteration 17Q: 3 clusters Score -2776512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -2776511.000000 Penalty: 953.666138
	Iteration 18Q: 3 clusters Score -2776511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -2776499.500000 Penalty: 953.666138
	Iteration 19Q: 3 clusters Score -2776500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -2776493.500000 Penalty: 953.666138
	Iteration 20F: 3 clusters Score -2776494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -2776492.000000 Penalty: 953.666138
	Iteration 21Q: 3 clusters Score -2776492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -2776490.500000 Penalty: 953.666138
	Iteration 22Q: 3 clusters Score -2776490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -2776486.000000 Penalty: 953.666138
	Iteration 23Q: 3 clusters Score -2776486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -2776486.750000 Penalty: 953.666138
	Iteration 24Q: 3 clusters Score -2776487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2776489.000000 Penalty: 953.666138
	Iteration 25Q: 3 clusters Score -2776489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -2776488.500000 Penalty: 953.666138
	Iteration 26Q: 3 clusters Score -2776488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -2776486.250000 Penalty: 953.666138
	Iteration 27Q: 3 clusters Score -2776486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -2776492.750000 Penalty: 953.666138
	Iteration 28Q: 3 clusters Score -2776493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -2776492.000000 Penalty: 953.666138
	Iteration 29Q: 3 clusters Score -2776492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2776488.000000 Penalty: 953.666138
	Iteration 30Q: 3 clusters Score -2776488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -2776488.000000 Penalty: 953.666138
	Iteration 31F: 3 clusters Score -2776488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 716 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Entering Unmasked Estep 
Score: -42101800.000000 Penalty: 31300.693359
Splitting cluster 29 changes total score from -42061532.000000 to -42101800.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 30 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -41183.253906 Penalty: 299.102448
	Iteration 0F: 2 clusters Score -41183.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -40587.367188 Penalty: 598.204895
	Iteration 0F: 3 clusters Score -40587.37 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -40945.050781 Penalty: 598.204895
	Iteration 1F: 3 clusters Score -40945.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -41140.230469 Penalty: 598.204895
	Iteration 2F: 3 clusters Score -41140.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -41200.132812 Penalty: 598.204895
	Iteration 3F: 3 clusters Score -41200.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -41225.554688 Penalty: 598.204895
	Iteration 4Q: 3 clusters Score -41225.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -41237.691406 Penalty: 598.204895
	Iteration 5Q: 3 clusters Score -41237.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -41248.171875 Penalty: 598.204895
	Iteration 6Q: 3 clusters Score -41248.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -41249.632812 Penalty: 598.204895
	Iteration 7Q: 3 clusters Score -41249.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -41249.976562 Penalty: 598.204895
	Iteration 8Q: 3 clusters Score -41249.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -41249.976562 Penalty: 598.204895
	Iteration 9F: 3 clusters Score -41249.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 522 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Mstep: Class 53 contains 413 members 
Entering Unmasked Estep 
Score: -42101588.000000 Penalty: 31902.630859
Splitting cluster 30 changes total score from -42061532.000000 to -42101588.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 31 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -30060.955078 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -30060.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29608.041016 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -29608.04 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29879.093750 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -29879.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29956.054688 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -29956.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29999.496094 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -29999.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30021.894531 Penalty: 569.447754
	Iteration 4F: 3 clusters Score -30021.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30036.488281 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -30036.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30058.841797 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -30058.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30082.669922 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -30082.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30093.058594 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -30093.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30101.503906 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -30101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30106.873047 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -30106.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30113.779297 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -30113.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30117.533203 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -30117.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30121.330078 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -30121.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30123.275391 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -30123.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30123.275391 Penalty: 569.447754
	Iteration 15F: 3 clusters Score -30123.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 422 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 191 members 
Entering Unmasked Estep 
Score: -42101332.000000 Penalty: 32504.566406
Splitting cluster 31 changes total score from -42061532.000000 to -42101332.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 32 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -19115.619141 Penalty: 275.047729
	Iteration 0F: 2 clusters Score -19115.62 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 215 members 
Entering Unmasked Estep 
Score: -18687.671875 Penalty: 550.095459
	Iteration 0F: 3 clusters Score -18687.67 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -18955.091797 Penalty: 550.095459
	Iteration 1F: 3 clusters Score -18955.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19019.001953 Penalty: 550.095459
	Iteration 2F: 3 clusters Score -19019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19058.998047 Penalty: 550.095459
	Iteration 3F: 3 clusters Score -19059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19100.099609 Penalty: 550.095459
	Iteration 4Q: 3 clusters Score -19100.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19163.769531 Penalty: 550.095459
	Iteration 5F: 3 clusters Score -19163.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19216.425781 Penalty: 550.095459
	Iteration 6Q: 3 clusters Score -19216.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19240.763672 Penalty: 550.095459
	Iteration 7Q: 3 clusters Score -19240.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19252.134766 Penalty: 550.095459
	Iteration 8Q: 3 clusters Score -19252.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19265.572266 Penalty: 550.095459
	Iteration 9Q: 3 clusters Score -19265.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19277.578125 Penalty: 550.095459
	Iteration 10Q: 3 clusters Score -19277.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -19286.513672 Penalty: 550.095459
	Iteration 11Q: 3 clusters Score -19286.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19292.802734 Penalty: 550.095459
	Iteration 12Q: 3 clusters Score -19292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19294.867188 Penalty: 550.095459
	Iteration 13Q: 3 clusters Score -19294.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19295.394531 Penalty: 550.095459
	Iteration 14Q: 3 clusters Score -19295.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19298.734375 Penalty: 550.095459
	Iteration 15Q: 3 clusters Score -19298.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19302.882812 Penalty: 550.095459
	Iteration 16Q: 3 clusters Score -19302.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -19311.576172 Penalty: 550.095459
	Iteration 17Q: 3 clusters Score -19311.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -19322.335938 Penalty: 550.095459
	Iteration 18Q: 3 clusters Score -19322.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -19334.601562 Penalty: 550.095459
	Iteration 19Q: 3 clusters Score -19334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19346.710938 Penalty: 550.095459
	Iteration 20F: 3 clusters Score -19346.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19429.251953 Penalty: 550.095459
	Iteration 21Q: 3 clusters Score -19429.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -19444.740234 Penalty: 550.095459
	Iteration 22Q: 3 clusters Score -19444.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -19447.150391 Penalty: 550.095459
	Iteration 23Q: 3 clusters Score -19447.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19451.378906 Penalty: 550.095459
	Iteration 24Q: 3 clusters Score -19451.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19455.072266 Penalty: 550.095459
	Iteration 25Q: 3 clusters Score -19455.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19456.341797 Penalty: 550.095459
	Iteration 26Q: 3 clusters Score -19456.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19458.359375 Penalty: 550.095459
	Iteration 27Q: 3 clusters Score -19458.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19464.345703 Penalty: 550.095459
	Iteration 28F: 3 clusters Score -19464.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19472.798828 Penalty: 550.095459
	Iteration 29Q: 3 clusters Score -19472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19481.189453 Penalty: 550.095459
	Iteration 30Q: 3 clusters Score -19481.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19486.257812 Penalty: 550.095459
	Iteration 31Q: 3 clusters Score -19486.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19491.800781 Penalty: 550.095459
	Iteration 32Q: 3 clusters Score -19491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19495.984375 Penalty: 550.095459
	Iteration 33Q: 3 clusters Score -19495.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19505.609375 Penalty: 550.095459
	Iteration 34Q: 3 clusters Score -19505.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19514.365234 Penalty: 550.095459
	Iteration 35Q: 3 clusters Score -19514.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19515.644531 Penalty: 550.095459
	Iteration 36Q: 3 clusters Score -19515.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19515.644531 Penalty: 550.095459
	Iteration 37F: 3 clusters Score -19515.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 191 members 
Mstep: Class 55 contains 282 members 
Entering Unmasked Estep 
Score: -42101384.000000 Penalty: 33106.503906
Splitting cluster 32 changes total score from -42061532.000000 to -42101384.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 33 (4926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Entering Unmasked Estep 
Score: -391408.156250 Penalty: 386.853851
	Iteration 0F: 2 clusters Score -391408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -388088.375000 Penalty: 773.707703
	Iteration 0F: 3 clusters Score -388088.4 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -389214.906250 Penalty: 773.707703
	Iteration 1F: 3 clusters Score -389214.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -389314.125000 Penalty: 773.707703
	Iteration 2F: 3 clusters Score -389314.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -389463.343750 Penalty: 773.707703
	Iteration 3F: 3 clusters Score -389463.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -389657.250000 Penalty: 773.707703
	Iteration 4F: 3 clusters Score -389657.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -389917.562500 Penalty: 773.707703
	Iteration 5F: 3 clusters Score -389917.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -390170.843750 Penalty: 773.707703
	Iteration 6F: 3 clusters Score -390170.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -390352.187500 Penalty: 773.707703
	Iteration 7F: 3 clusters Score -390352.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -390447.250000 Penalty: 773.707703
	Iteration 8Q: 3 clusters Score -390447.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -390493.187500 Penalty: 773.707703
	Iteration 9Q: 3 clusters Score -390493.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -390525.281250 Penalty: 773.707703
	Iteration 10Q: 3 clusters Score -390525.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -390555.968750 Penalty: 773.707703
	Iteration 11Q: 3 clusters Score -390556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -390591.500000 Penalty: 773.707703
	Iteration 12Q: 3 clusters Score -390591.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -390628.718750 Penalty: 773.707703
	Iteration 13Q: 3 clusters Score -390628.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -390660.625000 Penalty: 773.707703
	Iteration 14Q: 3 clusters Score -390660.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -390692.500000 Penalty: 773.707703
	Iteration 15Q: 3 clusters Score -390692.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -390719.218750 Penalty: 773.707703
	Iteration 16Q: 3 clusters Score -390719.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -390739.156250 Penalty: 773.707703
	Iteration 17Q: 3 clusters Score -390739.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -390758.281250 Penalty: 773.707703
	Iteration 18Q: 3 clusters Score -390758.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -390779.281250 Penalty: 773.707703
	Iteration 19Q: 3 clusters Score -390779.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -390800.968750 Penalty: 773.707703
	Iteration 20F: 3 clusters Score -390801 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -390827.656250 Penalty: 773.707703
	Iteration 21Q: 3 clusters Score -390827.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -390846.718750 Penalty: 773.707703
	Iteration 22Q: 3 clusters Score -390846.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -390866.687500 Penalty: 773.707703
	Iteration 23Q: 3 clusters Score -390866.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -390885.625000 Penalty: 773.707703
	Iteration 24Q: 3 clusters Score -390885.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -390903.562500 Penalty: 773.707703
	Iteration 25Q: 3 clusters Score -390903.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -390921.281250 Penalty: 773.707703
	Iteration 26Q: 3 clusters Score -390921.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -390937.281250 Penalty: 773.707703
	Iteration 27Q: 3 clusters Score -390937.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -390951.968750 Penalty: 773.707703
	Iteration 28Q: 3 clusters Score -390952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -390967.531250 Penalty: 773.707703
	Iteration 29Q: 3 clusters Score -390967.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -390988.500000 Penalty: 773.707703
	Iteration 30Q: 3 clusters Score -390988.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -391011.000000 Penalty: 773.707703
	Iteration 31Q: 3 clusters Score -391011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -391041.312500 Penalty: 773.707703
	Iteration 32Q: 3 clusters Score -391041.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -391071.093750 Penalty: 773.707703
	Iteration 33Q: 3 clusters Score -391071.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -391097.843750 Penalty: 773.707703
	Iteration 34Q: 3 clusters Score -391097.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -391121.593750 Penalty: 773.707703
	Iteration 35Q: 3 clusters Score -391121.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -391141.875000 Penalty: 773.707703
	Iteration 36Q: 3 clusters Score -391141.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -391155.187500 Penalty: 773.707703
	Iteration 37Q: 3 clusters Score -391155.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -391172.468750 Penalty: 773.707703
	Iteration 38Q: 3 clusters Score -391172.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -391189.812500 Penalty: 773.707703
	Iteration 39Q: 3 clusters Score -391189.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -391199.937500 Penalty: 773.707703
	Iteration 40F: 3 clusters Score -391199.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -391209.125000 Penalty: 773.707703
	Iteration 41Q: 3 clusters Score -391209.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -391217.093750 Penalty: 773.707703
	Iteration 42Q: 3 clusters Score -391217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -391219.812500 Penalty: 773.707703
	Iteration 43Q: 3 clusters Score -391219.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -391225.093750 Penalty: 773.707703
	Iteration 44Q: 3 clusters Score -391225.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -391232.781250 Penalty: 773.707703
	Iteration 45Q: 3 clusters Score -391232.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -391240.281250 Penalty: 773.707703
	Iteration 46Q: 3 clusters Score -391240.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -391243.750000 Penalty: 773.707703
	Iteration 47Q: 3 clusters Score -391243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -391245.687500 Penalty: 773.707703
	Iteration 48Q: 3 clusters Score -391245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -391247.093750 Penalty: 773.707703
	Iteration 49Q: 3 clusters Score -391247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -391248.156250 Penalty: 773.707703
	Iteration 50Q: 3 clusters Score -391248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -391250.937500 Penalty: 773.707703
	Iteration 51Q: 3 clusters Score -391250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -391251.968750 Penalty: 773.707703
	Iteration 52Q: 3 clusters Score -391252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -391252.500000 Penalty: 773.707703
	Iteration 53Q: 3 clusters Score -391252.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -391253.906250 Penalty: 773.707703
	Iteration 54Q: 3 clusters Score -391253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -391254.000000 Penalty: 773.707703
	Iteration 55Q: 3 clusters Score -391254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -391254.218750 Penalty: 773.707703
	Iteration 56Q: 3 clusters Score -391254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -391255.125000 Penalty: 773.707703
	Iteration 57Q: 3 clusters Score -391255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -391257.437500 Penalty: 773.707703
	Iteration 58Q: 3 clusters Score -391257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -391257.656250 Penalty: 773.707703
	Iteration 59Q: 3 clusters Score -391257.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -391260.500000 Penalty: 773.707703
	Iteration 60F: 3 clusters Score -391260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -391264.343750 Penalty: 773.707703
	Iteration 61Q: 3 clusters Score -391264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -391266.593750 Penalty: 773.707703
	Iteration 62Q: 3 clusters Score -391266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -391268.156250 Penalty: 773.707703
	Iteration 63Q: 3 clusters Score -391268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -391269.718750 Penalty: 773.707703
	Iteration 64Q: 3 clusters Score -391269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -391272.375000 Penalty: 773.707703
	Iteration 65Q: 3 clusters Score -391272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -391274.750000 Penalty: 773.707703
	Iteration 66Q: 3 clusters Score -391274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -391275.375000 Penalty: 773.707703
	Iteration 67Q: 3 clusters Score -391275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -391275.562500 Penalty: 773.707703
	Iteration 68Q: 3 clusters Score -391275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -391277.031250 Penalty: 773.707703
	Iteration 69Q: 3 clusters Score -391277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -391278.156250 Penalty: 773.707703
	Iteration 70Q: 3 clusters Score -391278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -391278.093750 Penalty: 773.707703
	Iteration 71Q: 3 clusters Score -391278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -391278.250000 Penalty: 773.707703
	Iteration 72Q: 3 clusters Score -391278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -391278.218750 Penalty: 773.707703
	Iteration 73Q: 3 clusters Score -391278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -391279.156250 Penalty: 773.707703
	Iteration 74Q: 3 clusters Score -391279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -391279.343750 Penalty: 773.707703
	Iteration 75Q: 3 clusters Score -391279.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -391279.718750 Penalty: 773.707703
	Iteration 76Q: 3 clusters Score -391279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -391279.968750 Penalty: 773.707703
	Iteration 77Q: 3 clusters Score -391280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -391279.750000 Penalty: 773.707703
	Iteration 78Q: 3 clusters Score -391279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -391279.750000 Penalty: 773.707703
	Iteration 79F: 3 clusters Score -391279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Entering Unmasked Estep 
Score: -3526464.000000 Penalty: 487.737976
	Iteration 0F: 2 clusters Score -3526464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3497759.250000 Penalty: 975.475952
	Iteration 0F: 3 clusters Score -3497759 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3511786.500000 Penalty: 975.475952
	Iteration 1F: 3 clusters Score -3511786 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3512747.500000 Penalty: 975.475952
	Iteration 2Q: 3 clusters Score -3512748 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3513763.250000 Penalty: 975.475952
	Iteration 3F: 3 clusters Score -3513763 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -3515135.250000 Penalty: 975.475952
	Iteration 4F: 3 clusters Score -3515135 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3516776.000000 Penalty: 975.475952
	Iteration 5F: 3 clusters Score -3516776 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3518414.250000 Penalty: 975.475952
	Iteration 6F: 3 clusters Score -3518414 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3520186.000000 Penalty: 975.475952
	Iteration 7F: 3 clusters Score -3520186 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -3521563.500000 Penalty: 975.475952
	Iteration 8Q: 3 clusters Score -3521564 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3522328.250000 Penalty: 975.475952
	Iteration 9Q: 3 clusters Score -3522328 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3522833.500000 Penalty: 975.475952
	Iteration 10Q: 3 clusters Score -3522834 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3523612.000000 Penalty: 975.475952
	Iteration 11Q: 3 clusters Score -3523612 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3524538.000000 Penalty: 975.475952
	Iteration 12Q: 3 clusters Score -3524538 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3525264.500000 Penalty: 975.475952
	Iteration 13Q: 3 clusters Score -3525264 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3525833.000000 Penalty: 975.475952
	Iteration 14Q: 3 clusters Score -3525833 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3526176.750000 Penalty: 975.475952
	Iteration 15Q: 3 clusters Score -3526177 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3526361.000000 Penalty: 975.475952
	Iteration 16Q: 3 clusters Score -3526361 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3526384.250000 Penalty: 975.475952
	Iteration 17Q: 3 clusters Score -3526384 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3526309.000000 Penalty: 975.475952
	Iteration 18Q: 3 clusters Score -3526309 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3526237.000000 Penalty: 975.475952
	Iteration 19Q: 3 clusters Score -3526237 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3526177.500000 Penalty: 975.475952
	Iteration 20F: 3 clusters Score -3526178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3526175.000000 Penalty: 975.475952
	Iteration 21Q: 3 clusters Score -3526175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3526160.000000 Penalty: 975.475952
	Iteration 22Q: 3 clusters Score -3526160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3526161.750000 Penalty: 975.475952
	Iteration 23Q: 3 clusters Score -3526162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3526157.000000 Penalty: 975.475952
	Iteration 24Q: 3 clusters Score -3526157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3526159.500000 Penalty: 975.475952
	Iteration 25Q: 3 clusters Score -3526160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3526159.250000 Penalty: 975.475952
	Iteration 26Q: 3 clusters Score -3526159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3526158.750000 Penalty: 975.475952
	Iteration 27Q: 3 clusters Score -3526159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3526163.750000 Penalty: 975.475952
	Iteration 28Q: 3 clusters Score -3526164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3526155.750000 Penalty: 975.475952
	Iteration 29Q: 3 clusters Score -3526156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3526157.000000 Penalty: 975.475952
	Iteration 30Q: 3 clusters Score -3526157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3526153.500000 Penalty: 975.475952
	Iteration 31Q: 3 clusters Score -3526154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3526160.750000 Penalty: 975.475952
	Iteration 32Q: 3 clusters Score -3526161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3526159.000000 Penalty: 975.475952
	Iteration 33Q: 3 clusters Score -3526159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3526162.000000 Penalty: 975.475952
	Iteration 34Q: 3 clusters Score -3526162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3526162.000000 Penalty: 975.475952
	Iteration 35Q: 3 clusters Score -3526162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3526155.250000 Penalty: 975.475952
	Iteration 36Q: 3 clusters Score -3526155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3526158.000000 Penalty: 975.475952
	Iteration 37Q: 3 clusters Score -3526158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3526158.000000 Penalty: 975.475952
	Iteration 38F: 3 clusters Score -3526158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (33574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Entering Unmasked Estep 
Score: -2733316.500000 Penalty: 474.178558
	Iteration 0F: 2 clusters Score -2733316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2713936.000000 Penalty: 948.357117
	Iteration 0F: 3 clusters Score -2713936 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2723578.000000 Penalty: 948.357117
	Iteration 1F: 3 clusters Score -2723578 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2724234.750000 Penalty: 948.357117
	Iteration 2Q: 3 clusters Score -2724235 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2725057.250000 Penalty: 948.357117
	Iteration 3Q: 3 clusters Score -2725057 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2726017.500000 Penalty: 948.357117
	Iteration 4F: 3 clusters Score -2726018 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2727050.750000 Penalty: 948.357117
	Iteration 5F: 3 clusters Score -2727051 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2728130.500000 Penalty: 948.357117
	Iteration 6F: 3 clusters Score -2728130 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2729176.500000 Penalty: 948.357117
	Iteration 7F: 3 clusters Score -2729176 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -2730185.000000 Penalty: 948.357117
	Iteration 8F: 3 clusters Score -2730185 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -2731053.500000 Penalty: 948.357117
	Iteration 9Q: 3 clusters Score -2731054 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2731682.750000 Penalty: 948.357117
	Iteration 10Q: 3 clusters Score -2731683 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -2732146.500000 Penalty: 948.357117
	Iteration 11Q: 3 clusters Score -2732146 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -2732442.000000 Penalty: 948.357117
	Iteration 12Q: 3 clusters Score -2732442 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -2732680.250000 Penalty: 948.357117
	Iteration 13Q: 3 clusters Score -2732680 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -2732815.000000 Penalty: 948.357117
	Iteration 14Q: 3 clusters Score -2732815 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -2732877.250000 Penalty: 948.357117
	Iteration 15Q: 3 clusters Score -2732877 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -2732950.500000 Penalty: 948.357117
	Iteration 16Q: 3 clusters Score -2732950 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -2732985.000000 Penalty: 948.357117
	Iteration 17Q: 3 clusters Score -2732985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -2732979.750000 Penalty: 948.357117
	Iteration 18Q: 3 clusters Score -2732980 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -2732971.000000 Penalty: 948.357117
	Iteration 19Q: 3 clusters Score -2732971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -2733002.750000 Penalty: 948.357117
	Iteration 20F: 3 clusters Score -2733003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -2733026.250000 Penalty: 948.357117
	Iteration 21Q: 3 clusters Score -2733026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2733047.000000 Penalty: 948.357117
	Iteration 22Q: 3 clusters Score -2733047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -2733047.250000 Penalty: 948.357117
	Iteration 23Q: 3 clusters Score -2733047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -2733064.750000 Penalty: 948.357117
	Iteration 24Q: 3 clusters Score -2733065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2733073.250000 Penalty: 948.357117
	Iteration 25Q: 3 clusters Score -2733073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -2733081.500000 Penalty: 948.357117
	Iteration 26Q: 3 clusters Score -2733082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -2733081.750000 Penalty: 948.357117
	Iteration 27Q: 3 clusters Score -2733082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -2733091.000000 Penalty: 948.357117
	Iteration 28Q: 3 clusters Score -2733091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -2733084.750000 Penalty: 948.357117
	Iteration 29Q: 3 clusters Score -2733085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -2733084.750000 Penalty: 948.357117
	Iteration 30Q: 3 clusters Score -2733085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -2733086.000000 Penalty: 948.357117
	Iteration 31Q: 3 clusters Score -2733086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -2733087.500000 Penalty: 948.357117
	Iteration 32Q: 3 clusters Score -2733088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -2733088.000000 Penalty: 948.357117
	Iteration 33Q: 3 clusters Score -2733088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -2733089.000000 Penalty: 948.357117
	Iteration 34Q: 3 clusters Score -2733089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -2733092.750000 Penalty: 948.357117
	Iteration 35Q: 3 clusters Score -2733093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -2733097.000000 Penalty: 948.357117
	Iteration 36Q: 3 clusters Score -2733097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -2733095.000000 Penalty: 948.357117
	Iteration 37Q: 3 clusters Score -2733095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -2733094.250000 Penalty: 948.357117
	Iteration 38Q: 3 clusters Score -2733094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -2733094.250000 Penalty: 948.357117
	Iteration 39F: 3 clusters Score -2733094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -32203.261719 Penalty: 281.284882
	Iteration 0F: 2 clusters Score -32203.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31754.912109 Penalty: 562.569763
	Iteration 0F: 3 clusters Score -31754.91 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32022.039062 Penalty: 562.569763
	Iteration 1F: 3 clusters Score -32022.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32122.224609 Penalty: 562.569763
	Iteration 2F: 3 clusters Score -32122.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32154.166016 Penalty: 562.569763
	Iteration 3F: 3 clusters Score -32154.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32184.226562 Penalty: 562.569763
	Iteration 4Q: 3 clusters Score -32184.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32211.916016 Penalty: 562.569763
	Iteration 5Q: 3 clusters Score -32211.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32253.363281 Penalty: 562.569763
	Iteration 6Q: 3 clusters Score -32253.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32278.349609 Penalty: 562.569763
	Iteration 7Q: 3 clusters Score -32278.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -32300.851562 Penalty: 562.569763
	Iteration 8Q: 3 clusters Score -32300.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32332.771484 Penalty: 562.569763
	Iteration 9Q: 3 clusters Score -32332.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32369.339844 Penalty: 562.569763
	Iteration 10Q: 3 clusters Score -32369.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32375.722656 Penalty: 562.569763
	Iteration 11Q: 3 clusters Score -32375.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -32380.498047 Penalty: 562.569763
	Iteration 12Q: 3 clusters Score -32380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32381.281250 Penalty: 562.569763
	Iteration 13Q: 3 clusters Score -32381.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -32381.281250 Penalty: 562.569763
	Iteration 14F: 3 clusters Score -32381.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 825 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 191 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 131 members 
Entering Unmasked Estep 
Score: -42101224.000000 Penalty: 33708.441406
Splitting cluster 36 changes total score from -42061532.000000 to -42101224.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 37 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -59408.402344 Penalty: 305.549957
	Iteration 0F: 2 clusters Score -59408.4 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 426 members 
Entering Unmasked Estep 
Score: -58711.140625 Penalty: 611.099915
	Iteration 0F: 3 clusters Score -58711.14 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -58921.125000 Penalty: 611.099915
	Iteration 1F: 3 clusters Score -58921.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58979.597656 Penalty: 611.099915
	Iteration 2F: 3 clusters Score -58979.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59015.503906 Penalty: 611.099915
	Iteration 3F: 3 clusters Score -59015.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -59042.718750 Penalty: 611.099915
	Iteration 4Q: 3 clusters Score -59042.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59057.703125 Penalty: 611.099915
	Iteration 5Q: 3 clusters Score -59057.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -59067.507812 Penalty: 611.099915
	Iteration 6Q: 3 clusters Score -59067.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59079.101562 Penalty: 611.099915
	Iteration 7Q: 3 clusters Score -59079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -59088.140625 Penalty: 611.099915
	Iteration 8Q: 3 clusters Score -59088.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59105.378906 Penalty: 611.099915
	Iteration 9Q: 3 clusters Score -59105.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59118.273438 Penalty: 611.099915
	Iteration 10Q: 3 clusters Score -59118.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59129.804688 Penalty: 611.099915
	Iteration 11Q: 3 clusters Score -59129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59141.355469 Penalty: 611.099915
	Iteration 12Q: 3 clusters Score -59141.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -59158.804688 Penalty: 611.099915
	Iteration 13Q: 3 clusters Score -59158.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -59191.066406 Penalty: 611.099915
	Iteration 14Q: 3 clusters Score -59191.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -59212.925781 Penalty: 611.099915
	Iteration 15Q: 3 clusters Score -59212.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59221.550781 Penalty: 611.099915
	Iteration 16Q: 3 clusters Score -59221.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59226.140625 Penalty: 611.099915
	Iteration 17Q: 3 clusters Score -59226.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59232.808594 Penalty: 611.099915
	Iteration 18Q: 3 clusters Score -59232.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -59238.777344 Penalty: 611.099915
	Iteration 19Q: 3 clusters Score -59238.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -59253.023438 Penalty: 611.099915
	Iteration 20F: 3 clusters Score -59253.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -59266.085938 Penalty: 611.099915
	Iteration 21Q: 3 clusters Score -59266.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -59290.863281 Penalty: 611.099915
	Iteration 22Q: 3 clusters Score -59290.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59318.183594 Penalty: 611.099915
	Iteration 23Q: 3 clusters Score -59318.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -59357.980469 Penalty: 611.099915
	Iteration 24Q: 3 clusters Score -59357.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -59395.394531 Penalty: 611.099915
	Iteration 25Q: 3 clusters Score -59395.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -59409.039062 Penalty: 611.099915
	Iteration 26Q: 3 clusters Score -59409.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -59410.875000 Penalty: 611.099915
	Iteration 27Q: 3 clusters Score -59410.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59411.191406 Penalty: 611.099915
	Iteration 28Q: 3 clusters Score -59411.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -59411.246094 Penalty: 611.099915
	Iteration 29F: 3 clusters Score -59411.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -59412.382812 Penalty: 611.099915
	Iteration 30Q: 3 clusters Score -59412.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59412.644531 Penalty: 611.099915
	Iteration 31Q: 3 clusters Score -59412.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59412.644531 Penalty: 611.099915
	Iteration 32F: 3 clusters Score -59412.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 299 members 
Mstep: Class 38 contains 54189 members 
Mstep: Class 39 contains 10200 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 29773 members 
Mstep: Class 42 contains 389 members 
Mstep: Class 43 contains 469 members 
Mstep: Class 44 contains 1804 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 438 members 
Mstep: Class 47 contains 402 members 
Mstep: Class 48 contains 1737 members 
Mstep: Class 49 contains 246 members 
Mstep: Class 50 contains 19850 members 
Mstep: Class 51 contains 769 members 
Mstep: Class 52 contains 29995 members 
Mstep: Class 53 contains 413 members 
Mstep: Class 54 contains 191 members 
Mstep: Class 55 contains 282 members 
Mstep: Class 56 contains 131 members 
Mstep: Class 57 contains 526 members 
Entering Unmasked Estep 
Score: -42100952.000000 Penalty: 34310.375000
Splitting cluster 37 changes total score from -42061532.000000 to -42100952.000000
So it's getting split into cluster 57.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 30001 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 38219 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 24800 members 
Mstep: Class 18 contains 26613 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 94 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 173 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30283 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 850 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 5596 members 
Mstep: Class 30 contains 303 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 140 members 
Mstep: Class 33 contains 4926 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 33574 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42112856.000000 Penalty: 34310.375000
Iteration 79Q: 58 clusters Score -4.211286e+07 nChanged 16095
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 18308 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 33161 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 151 members 
Mstep: Class 9 contains 39315 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 12 contains 41208 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 347 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 24614 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10412 members 
Mstep: Class 22 contains 157 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30728 members 
Mstep: Class 26 contains 999 members 
Mstep: Class 27 contains 852 members 
Mstep: Class 28 contains 436 members 
Mstep: Class 29 contains 5666 members 
Mstep: Class 30 contains 306 members 
Mstep: Class 31 contains 339 members 
Mstep: Class 32 contains 150 members 
Mstep: Class 33 contains 4868 members 
Mstep: Class 34 contains 45447 members 
Mstep: Class 35 contains 33756 members 
Mstep: Class 36 contains 352 members 
Mstep: Class 37 contains 379 members 
Mstep: Class 38 contains 53125 members 
Mstep: Class 39 contains 9701 members 
Mstep: Class 40 contains 464 members 
Mstep: Class 41 contains 28511 members 
Mstep: Class 42 contains 387 members 
Mstep: Class 43 contains 459 members 
Mstep: Class 44 contains 1679 members 
Mstep: Class 45 contains 5502 members 
Mstep: Class 46 contains 444 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 1984 members 
Mstep: Class 49 contains 258 members 
Mstep: Class 50 contains 20261 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 28001 members 
Mstep: Class 53 contains 386 members 
Mstep: Class 54 contains 186 members 
Mstep: Class 55 contains 276 members 
Mstep: Class 56 contains 130 members 
Mstep: Class 57 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117348.000000 Penalty: 34310.375000
Iteration 80F: 58 clusters Score -4.211735e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 17945 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 33865 members 
Mstep: Class 7 contains 2825 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 39441 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 36584 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 348 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 24579 members 
Mstep: Class 18 contains 26947 members 
Mstep: Class 19 contains 22643 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10320 members 
Mstep: Class 22 contains 151 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 30889 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 433 members 
Mstep: Class 29 contains 5685 members 
Mstep: Class 30 contains 305 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 4585 members 
Mstep: Class 34 contains 45462 members 
Mstep: Class 35 contains 33912 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 452 members 
Mstep: Class 38 contains 53502 members 
Mstep: Class 39 contains 9933 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 30591 members 
Mstep: Class 42 contains 384 members 
Mstep: Class 43 contains 514 members 
Mstep: Class 44 contains 1769 members 
Mstep: Class 45 contains 5678 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 357 members 
Mstep: Class 48 contains 2414 members 
Mstep: Class 49 contains 269 members 
Mstep: Class 50 contains 21564 members 
Mstep: Class 51 contains 872 members 
Mstep: Class 52 contains 27026 members 
Mstep: Class 53 contains 406 members 
Mstep: Class 54 contains 189 members 
Mstep: Class 55 contains 275 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118176.000000 Penalty: 34310.375000
Iteration 81Q: 58 clusters Score -4.211818e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 5635 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 34176 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 155 members 
Mstep: Class 9 contains 39687 members 
Mstep: Class 10 contains 584 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 33479 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 425 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 24520 members 
Mstep: Class 18 contains 27106 members 
Mstep: Class 19 contains 22605 members 
Mstep: Class 20 contains 95 members 
Mstep: Class 21 contains 10248 members 
Mstep: Class 22 contains 147 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 31177 members 
Mstep: Class 26 contains 956 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 439 members 
Mstep: Class 29 contains 5715 members 
Mstep: Class 30 contains 301 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 161 members 
Mstep: Class 33 contains 4370 members 
Mstep: Class 34 contains 45444 members 
Mstep: Class 35 contains 34068 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 522 members 
Mstep: Class 38 contains 53506 members 
Mstep: Class 39 contains 10070 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 31372 members 
Mstep: Class 42 contains 383 members 
Mstep: Class 43 contains 550 members 
Mstep: Class 44 contains 1840 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 2733 members 
Mstep: Class 49 contains 264 members 
Mstep: Class 50 contains 23047 members 
Mstep: Class 51 contains 908 members 
Mstep: Class 52 contains 26399 members 
Mstep: Class 53 contains 420 members 
Mstep: Class 54 contains 198 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120140.000000 Penalty: 34310.375000
Iteration 82Q: 58 clusters Score -4.212014e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 5679 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 17381 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 33847 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39890 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 31304 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 420 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 5666 members 
Mstep: Class 17 contains 24437 members 
Mstep: Class 18 contains 27267 members 
Mstep: Class 19 contains 22574 members 
Mstep: Class 20 contains 92 members 
Mstep: Class 21 contains 10173 members 
Mstep: Class 22 contains 146 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 31657 members 
Mstep: Class 26 contains 940 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 443 members 
Mstep: Class 29 contains 5736 members 
Mstep: Class 30 contains 298 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 163 members 
Mstep: Class 33 contains 4181 members 
Mstep: Class 34 contains 45394 members 
Mstep: Class 35 contains 34236 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 590 members 
Mstep: Class 38 contains 53471 members 
Mstep: Class 39 contains 10162 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 31431 members 
Mstep: Class 42 contains 383 members 
Mstep: Class 43 contains 580 members 
Mstep: Class 44 contains 1911 members 
Mstep: Class 45 contains 5964 members 
Mstep: Class 46 contains 483 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 2976 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 24837 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 25929 members 
Mstep: Class 53 contains 437 members 
Mstep: Class 54 contains 200 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121440.000000 Penalty: 34310.375000
Iteration 83Q: 58 clusters Score -4.212144e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 5673 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 17101 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 33050 members 
Mstep: Class 7 contains 2829 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40028 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 29789 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 24391 members 
Mstep: Class 18 contains 27423 members 
Mstep: Class 19 contains 22508 members 
Mstep: Class 20 contains 89 members 
Mstep: Class 21 contains 10137 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 32325 members 
Mstep: Class 26 contains 936 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 5765 members 
Mstep: Class 30 contains 297 members 
Mstep: Class 31 contains 333 members 
Mstep: Class 32 contains 163 members 
Mstep: Class 33 contains 3985 members 
Mstep: Class 34 contains 45394 members 
Mstep: Class 35 contains 34391 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 640 members 
Mstep: Class 38 contains 53448 members 
Mstep: Class 39 contains 10239 members 
Mstep: Class 40 contains 459 members 
Mstep: Class 41 contains 30736 members 
Mstep: Class 42 contains 380 members 
Mstep: Class 43 contains 620 members 
Mstep: Class 44 contains 1981 members 
Mstep: Class 45 contains 6075 members 
Mstep: Class 46 contains 487 members 
Mstep: Class 47 contains 370 members 
Mstep: Class 48 contains 3129 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 27072 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 25604 members 
Mstep: Class 53 contains 454 members 
Mstep: Class 54 contains 199 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122336.000000 Penalty: 34310.375000
Iteration 84Q: 58 clusters Score -4.212234e+07 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 5626 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 31861 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40129 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 28850 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 24360 members 
Mstep: Class 18 contains 27555 members 
Mstep: Class 19 contains 22456 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10113 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3218 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 930 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 446 members 
Mstep: Class 29 contains 5789 members 
Mstep: Class 30 contains 294 members 
Mstep: Class 31 contains 331 members 
Mstep: Class 32 contains 164 members 
Mstep: Class 33 contains 3810 members 
Mstep: Class 34 contains 45377 members 
Mstep: Class 35 contains 34518 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 679 members 
Mstep: Class 38 contains 53442 members 
Mstep: Class 39 contains 10288 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 29510 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 2034 members 
Mstep: Class 45 contains 6108 members 
Mstep: Class 46 contains 491 members 
Mstep: Class 47 contains 370 members 
Mstep: Class 48 contains 3235 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 29619 members 
Mstep: Class 51 contains 945 members 
Mstep: Class 52 contains 25367 members 
Mstep: Class 53 contains 462 members 
Mstep: Class 54 contains 202 members 
Mstep: Class 55 contains 262 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42123040.000000 Penalty: 34310.375000
Iteration 85Q: 58 clusters Score -4.212304e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 16661 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 30257 members 
Mstep: Class 7 contains 2865 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40230 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 28285 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 24360 members 
Mstep: Class 18 contains 27678 members 
Mstep: Class 19 contains 22381 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3221 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 34160 members 
Mstep: Class 26 contains 928 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 5817 members 
Mstep: Class 30 contains 290 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 164 members 
Mstep: Class 33 contains 3604 members 
Mstep: Class 34 contains 45379 members 
Mstep: Class 35 contains 34644 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 53332 members 
Mstep: Class 39 contains 10331 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 27789 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 670 members 
Mstep: Class 44 contains 2067 members 
Mstep: Class 45 contains 6103 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 372 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 32582 members 
Mstep: Class 51 contains 960 members 
Mstep: Class 52 contains 25222 members 
Mstep: Class 53 contains 466 members 
Mstep: Class 54 contains 205 members 
Mstep: Class 55 contains 262 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122716.000000 Penalty: 34310.375000
Iteration 86Q: 58 clusters Score -4.212272e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 16519 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 28472 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40307 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 28037 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 27833 members 
Mstep: Class 19 contains 22304 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3227 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 35288 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 443 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 285 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 3437 members 
Mstep: Class 34 contains 45315 members 
Mstep: Class 35 contains 34786 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 53252 members 
Mstep: Class 39 contains 10378 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 26036 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 664 members 
Mstep: Class 44 contains 2087 members 
Mstep: Class 45 contains 6074 members 
Mstep: Class 46 contains 496 members 
Mstep: Class 47 contains 373 members 
Mstep: Class 48 contains 3341 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 35372 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 25114 members 
Mstep: Class 53 contains 473 members 
Mstep: Class 54 contains 207 members 
Mstep: Class 55 contains 262 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121724.000000 Penalty: 34310.375000
Iteration 87Q: 58 clusters Score -4.212172e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 5329 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 16377 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 27228 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 27966 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 24293 members 
Mstep: Class 18 contains 27990 members 
Mstep: Class 19 contains 22199 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3230 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 36360 members 
Mstep: Class 26 contains 924 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 5868 members 
Mstep: Class 30 contains 281 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 3273 members 
Mstep: Class 34 contains 45276 members 
Mstep: Class 35 contains 34960 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 775 members 
Mstep: Class 38 contains 53231 members 
Mstep: Class 39 contains 10400 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 24561 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 672 members 
Mstep: Class 44 contains 2109 members 
Mstep: Class 45 contains 6012 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 375 members 
Mstep: Class 48 contains 3368 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 37294 members 
Mstep: Class 51 contains 966 members 
Mstep: Class 52 contains 25012 members 
Mstep: Class 53 contains 479 members 
Mstep: Class 54 contains 210 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118756.000000 Penalty: 34310.375000
Iteration 88Q: 58 clusters Score -4.211876e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 26128 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40380 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 27999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5763 members 
Mstep: Class 17 contains 24254 members 
Mstep: Class 18 contains 28183 members 
Mstep: Class 19 contains 22098 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3233 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 37469 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 449 members 
Mstep: Class 29 contains 5892 members 
Mstep: Class 30 contains 277 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 3124 members 
Mstep: Class 34 contains 45208 members 
Mstep: Class 35 contains 35097 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 793 members 
Mstep: Class 38 contains 53204 members 
Mstep: Class 39 contains 10438 members 
Mstep: Class 40 contains 460 members 
Mstep: Class 41 contains 23321 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 675 members 
Mstep: Class 44 contains 2128 members 
Mstep: Class 45 contains 5989 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3392 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 38666 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 24921 members 
Mstep: Class 53 contains 482 members 
Mstep: Class 54 contains 211 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42116676.000000 Penalty: 34310.375000
Iteration 89Q: 58 clusters Score -4.211668e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 1000 members 
Mstep: Class 4 contains 16180 members 
Mstep: Class 5 contains 275 members 
Mstep: Class 6 contains 25491 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40402 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 28077 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 24230 members 
Mstep: Class 18 contains 28356 members 
Mstep: Class 19 contains 22012 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3236 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 38711 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 452 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 275 members 
Mstep: Class 31 contains 318 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 2975 members 
Mstep: Class 34 contains 45132 members 
Mstep: Class 35 contains 35220 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 806 members 
Mstep: Class 38 contains 53156 members 
Mstep: Class 39 contains 10466 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 22456 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 674 members 
Mstep: Class 44 contains 2139 members 
Mstep: Class 45 contains 5991 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3399 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 38984 members 
Mstep: Class 51 contains 963 members 
Mstep: Class 52 contains 24841 members 
Mstep: Class 53 contains 486 members 
Mstep: Class 54 contains 212 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115780.000000 Penalty: 34310.375000
Iteration 90Q: 58 clusters Score -4.211578e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 16126 members 
Mstep: Class 5 contains 274 members 
Mstep: Class 6 contains 25143 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40405 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 28200 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 21922 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 39921 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 453 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 273 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 165 members 
Mstep: Class 33 contains 2845 members 
Mstep: Class 34 contains 45026 members 
Mstep: Class 35 contains 35344 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 816 members 
Mstep: Class 38 contains 53150 members 
Mstep: Class 39 contains 10486 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 21980 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 667 members 
Mstep: Class 44 contains 2146 members 
Mstep: Class 45 contains 5991 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3407 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 38620 members 
Mstep: Class 51 contains 959 members 
Mstep: Class 52 contains 24770 members 
Mstep: Class 53 contains 495 members 
Mstep: Class 54 contains 215 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42115352.000000 Penalty: 34310.375000
Iteration 91Q: 58 clusters Score -4.211535e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 16087 members 
Mstep: Class 5 contains 273 members 
Mstep: Class 6 contains 25036 members 
Mstep: Class 7 contains 2958 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40421 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 28315 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5778 members 
Mstep: Class 17 contains 24146 members 
Mstep: Class 18 contains 28709 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10070 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 41009 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 5952 members 
Mstep: Class 30 contains 271 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2704 members 
Mstep: Class 34 contains 44974 members 
Mstep: Class 35 contains 35448 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 829 members 
Mstep: Class 38 contains 53101 members 
Mstep: Class 39 contains 10507 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 21640 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 664 members 
Mstep: Class 44 contains 2148 members 
Mstep: Class 45 contains 5982 members 
Mstep: Class 46 contains 498 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3413 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 38004 members 
Mstep: Class 51 contains 955 members 
Mstep: Class 52 contains 24730 members 
Mstep: Class 53 contains 499 members 
Mstep: Class 54 contains 217 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42117224.000000 Penalty: 34310.375000
Iteration 92Q: 58 clusters Score -4.211722e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 16049 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25023 members 
Mstep: Class 7 contains 2964 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40398 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 402 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 24136 members 
Mstep: Class 18 contains 28841 members 
Mstep: Class 19 contains 21749 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 41913 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 5964 members 
Mstep: Class 30 contains 270 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2572 members 
Mstep: Class 34 contains 44949 members 
Mstep: Class 35 contains 35547 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 836 members 
Mstep: Class 38 contains 53069 members 
Mstep: Class 39 contains 10513 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 21389 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 659 members 
Mstep: Class 44 contains 2156 members 
Mstep: Class 45 contains 6041 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3422 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 37304 members 
Mstep: Class 51 contains 958 members 
Mstep: Class 52 contains 24693 members 
Mstep: Class 53 contains 501 members 
Mstep: Class 54 contains 217 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42118184.000000 Penalty: 34310.375000
Iteration 93Q: 58 clusters Score -4.211818e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 16006 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25020 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 28566 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 5788 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 18 contains 28917 members 
Mstep: Class 19 contains 21672 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 42815 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 5977 members 
Mstep: Class 30 contains 267 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2477 members 
Mstep: Class 34 contains 44956 members 
Mstep: Class 35 contains 35666 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 842 members 
Mstep: Class 38 contains 53053 members 
Mstep: Class 39 contains 10518 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 21216 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 654 members 
Mstep: Class 44 contains 2170 members 
Mstep: Class 45 contains 6118 members 
Mstep: Class 46 contains 502 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3434 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 36503 members 
Mstep: Class 51 contains 955 members 
Mstep: Class 52 contains 24667 members 
Mstep: Class 53 contains 509 members 
Mstep: Class 54 contains 219 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119040.000000 Penalty: 34310.375000
Iteration 94Q: 58 clusters Score -4.211904e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 1002 members 
Mstep: Class 4 contains 15971 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25063 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40330 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 979 members 
Mstep: Class 12 contains 28628 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 354 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 23998 members 
Mstep: Class 18 contains 28983 members 
Mstep: Class 19 contains 21591 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 43577 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 5993 members 
Mstep: Class 30 contains 262 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 44980 members 
Mstep: Class 35 contains 35809 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 845 members 
Mstep: Class 38 contains 53042 members 
Mstep: Class 39 contains 10516 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 21083 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 2183 members 
Mstep: Class 45 contains 6215 members 
Mstep: Class 46 contains 506 members 
Mstep: Class 47 contains 376 members 
Mstep: Class 48 contains 3447 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 35802 members 
Mstep: Class 51 contains 958 members 
Mstep: Class 52 contains 24623 members 
Mstep: Class 53 contains 514 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 267 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42119952.000000 Penalty: 34310.375000
Iteration 95Q: 58 clusters Score -4.211995e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25157 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40286 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 28648 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 399 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5784 members 
Mstep: Class 17 contains 23882 members 
Mstep: Class 18 contains 29076 members 
Mstep: Class 19 contains 21530 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10063 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 44296 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 261 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2334 members 
Mstep: Class 34 contains 44973 members 
Mstep: Class 35 contains 35960 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 847 members 
Mstep: Class 38 contains 52999 members 
Mstep: Class 39 contains 10494 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 20966 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 2194 members 
Mstep: Class 45 contains 6309 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3457 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 35111 members 
Mstep: Class 51 contains 959 members 
Mstep: Class 52 contains 24581 members 
Mstep: Class 53 contains 515 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120800.000000 Penalty: 34310.375000
Iteration 96Q: 58 clusters Score -4.21208e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1003 members 
Mstep: Class 4 contains 15932 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40247 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 994 members 
Mstep: Class 12 contains 28661 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 23772 members 
Mstep: Class 18 contains 29141 members 
Mstep: Class 19 contains 21443 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10071 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45138 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 258 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2284 members 
Mstep: Class 34 contains 44920 members 
Mstep: Class 35 contains 36161 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 851 members 
Mstep: Class 38 contains 52937 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 20859 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 653 members 
Mstep: Class 44 contains 2199 members 
Mstep: Class 45 contains 6402 members 
Mstep: Class 46 contains 511 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3463 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 34300 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 24555 members 
Mstep: Class 53 contains 519 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120956.000000 Penalty: 34310.375000
Iteration 97Q: 58 clusters Score -4.212096e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 15933 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25280 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 993 members 
Mstep: Class 12 contains 28641 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 23681 members 
Mstep: Class 18 contains 29196 members 
Mstep: Class 19 contains 21333 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10082 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46045 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6028 members 
Mstep: Class 30 contains 251 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2242 members 
Mstep: Class 34 contains 44830 members 
Mstep: Class 35 contains 36401 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 855 members 
Mstep: Class 38 contains 52865 members 
Mstep: Class 39 contains 10499 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 20731 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 2202 members 
Mstep: Class 45 contains 6499 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3464 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 33447 members 
Mstep: Class 51 contains 953 members 
Mstep: Class 52 contains 24546 members 
Mstep: Class 53 contains 527 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121200.000000 Penalty: 34310.375000
Iteration 98Q: 58 clusters Score -4.21212e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 15943 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25417 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40148 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 28618 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 23624 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 21252 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10087 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3243 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 47021 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2213 members 
Mstep: Class 34 contains 44711 members 
Mstep: Class 35 contains 36621 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 52789 members 
Mstep: Class 39 contains 10490 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 20583 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 2207 members 
Mstep: Class 45 contains 6597 members 
Mstep: Class 46 contains 514 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3466 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 32482 members 
Mstep: Class 51 contains 954 members 
Mstep: Class 52 contains 24534 members 
Mstep: Class 53 contains 533 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42120616.000000 Penalty: 34310.375000
Iteration 99Q: 58 clusters Score -4.212062e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 15953 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25571 members 
Mstep: Class 7 contains 3026 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40096 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 1001 members 
Mstep: Class 12 contains 28592 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 23586 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 21145 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10091 members 
Mstep: Class 22 contains 144 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 47987 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 6042 members 
Mstep: Class 30 contains 245 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2180 members 
Mstep: Class 34 contains 44627 members 
Mstep: Class 35 contains 36843 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 52671 members 
Mstep: Class 39 contains 10476 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 20427 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 652 members 
Mstep: Class 44 contains 2211 members 
Mstep: Class 45 contains 6690 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3472 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 31511 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 24529 members 
Mstep: Class 53 contains 534 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124348.000000 Penalty: 34310.375000
Iteration 100F: 58 clusters Score -4.212435e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 3948 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 15896 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 22576 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 40039 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 28572 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 23545 members 
Mstep: Class 18 contains 29243 members 
Mstep: Class 19 contains 21050 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 48912 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 245 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2149 members 
Mstep: Class 34 contains 44529 members 
Mstep: Class 35 contains 37065 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 52551 members 
Mstep: Class 39 contains 10470 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 17114 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 720 members 
Mstep: Class 44 contains 2213 members 
Mstep: Class 45 contains 6784 members 
Mstep: Class 46 contains 516 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 3476 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 36896 members 
Mstep: Class 51 contains 956 members 
Mstep: Class 52 contains 24503 members 
Mstep: Class 53 contains 534 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122660.000000 Penalty: 34310.375000
Iteration 101Q: 58 clusters Score -4.212266e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 20039 members 
Mstep: Class 7 contains 3049 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39986 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 28519 members 
Mstep: Class 13 contains 330 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 23563 members 
Mstep: Class 18 contains 29234 members 
Mstep: Class 19 contains 20895 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10083 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 49973 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 243 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2119 members 
Mstep: Class 34 contains 44460 members 
Mstep: Class 35 contains 37308 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 52367 members 
Mstep: Class 39 contains 10458 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 13770 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 773 members 
Mstep: Class 44 contains 2217 members 
Mstep: Class 45 contains 6848 members 
Mstep: Class 46 contains 515 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 3485 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 41758 members 
Mstep: Class 51 contains 958 members 
Mstep: Class 52 contains 24461 members 
Mstep: Class 53 contains 536 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121268.000000 Penalty: 34310.375000
Iteration 102Q: 58 clusters Score -4.212127e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 15742 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 18335 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39941 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 28294 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 23570 members 
Mstep: Class 18 contains 29186 members 
Mstep: Class 19 contains 20748 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10076 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3242 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 50634 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2100 members 
Mstep: Class 34 contains 44413 members 
Mstep: Class 35 contains 37574 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 52128 members 
Mstep: Class 39 contains 10455 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 10636 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 826 members 
Mstep: Class 44 contains 2227 members 
Mstep: Class 45 contains 6947 members 
Mstep: Class 46 contains 517 members 
Mstep: Class 47 contains 378 members 
Mstep: Class 48 contains 3497 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 46078 members 
Mstep: Class 51 contains 956 members 
Mstep: Class 52 contains 24397 members 
Mstep: Class 53 contains 536 members 
Mstep: Class 54 contains 221 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121680.000000 Penalty: 34310.375000
Iteration 103Q: 58 clusters Score -4.212168e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 15645 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 17777 members 
Mstep: Class 7 contains 3066 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39902 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 27971 members 
Mstep: Class 13 contains 329 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 23548 members 
Mstep: Class 18 contains 29120 members 
Mstep: Class 19 contains 20585 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3240 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 50535 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 240 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2084 members 
Mstep: Class 34 contains 44385 members 
Mstep: Class 35 contains 37881 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 51821 members 
Mstep: Class 39 contains 10457 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 8246 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 876 members 
Mstep: Class 44 contains 2235 members 
Mstep: Class 45 contains 7069 members 
Mstep: Class 46 contains 518 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3502 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 49345 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 24316 members 
Mstep: Class 53 contains 536 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 268 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42121692.000000 Penalty: 34310.375000
Iteration 104Q: 58 clusters Score -4.212169e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 15564 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 18180 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39751 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1083 members 
Mstep: Class 12 contains 27647 members 
Mstep: Class 13 contains 328 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 23539 members 
Mstep: Class 18 contains 29032 members 
Mstep: Class 19 contains 20434 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10069 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3241 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 50034 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2071 members 
Mstep: Class 34 contains 44386 members 
Mstep: Class 35 contains 38140 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 51472 members 
Mstep: Class 39 contains 10454 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 7188 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 926 members 
Mstep: Class 44 contains 2247 members 
Mstep: Class 45 contains 7153 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3500 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 50738 members 
Mstep: Class 51 contains 952 members 
Mstep: Class 52 contains 24237 members 
Mstep: Class 53 contains 537 members 
Mstep: Class 54 contains 220 members 
Mstep: Class 55 contains 268 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42122876.000000 Penalty: 34310.375000
Iteration 105Q: 58 clusters Score -4.212288e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 15502 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 18878 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39636 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1120 members 
Mstep: Class 12 contains 27357 members 
Mstep: Class 13 contains 326 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 23530 members 
Mstep: Class 18 contains 28940 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 49456 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 459 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2058 members 
Mstep: Class 34 contains 44382 members 
Mstep: Class 35 contains 38389 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 51032 members 
Mstep: Class 39 contains 10444 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 6741 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 961 members 
Mstep: Class 44 contains 2254 members 
Mstep: Class 45 contains 7193 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3505 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 51324 members 
Mstep: Class 51 contains 955 members 
Mstep: Class 52 contains 24107 members 
Mstep: Class 53 contains 539 members 
Mstep: Class 54 contains 222 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42124768.000000 Penalty: 34310.375000
Iteration 106Q: 58 clusters Score -4.212477e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 15441 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 19784 members 
Mstep: Class 7 contains 3128 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39543 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1158 members 
Mstep: Class 12 contains 27142 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 23566 members 
Mstep: Class 18 contains 28828 members 
Mstep: Class 19 contains 20220 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3245 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 48817 members 
Mstep: Class 26 contains 911 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 458 members 
Mstep: Class 29 contains 6096 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2048 members 
Mstep: Class 34 contains 44379 members 
Mstep: Class 35 contains 38576 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 50413 members 
Mstep: Class 39 contains 10446 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 6537 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 982 members 
Mstep: Class 44 contains 2263 members 
Mstep: Class 45 contains 7203 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3503 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 51480 members 
Mstep: Class 51 contains 957 members 
Mstep: Class 52 contains 23921 members 
Mstep: Class 53 contains 542 members 
Mstep: Class 54 contains 223 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42127532.000000 Penalty: 34310.375000
Iteration 107Q: 58 clusters Score -4.212753e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 20806 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39482 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 27010 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 5806 members 
Mstep: Class 17 contains 23613 members 
Mstep: Class 18 contains 28707 members 
Mstep: Class 19 contains 20124 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10054 members 
Mstep: Class 22 contains 143 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 48221 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 233 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2045 members 
Mstep: Class 34 contains 44404 members 
Mstep: Class 35 contains 38735 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 49711 members 
Mstep: Class 39 contains 10434 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 6385 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 994 members 
Mstep: Class 44 contains 2276 members 
Mstep: Class 45 contains 7195 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3513 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 51361 members 
Mstep: Class 51 contains 960 members 
Mstep: Class 52 contains 23619 members 
Mstep: Class 53 contains 544 members 
Mstep: Class 54 contains 225 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42130288.000000 Penalty: 34310.375000
Iteration 108Q: 58 clusters Score -4.213029e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 3637 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 21910 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39450 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1236 members 
Mstep: Class 12 contains 26929 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 23653 members 
Mstep: Class 18 contains 28595 members 
Mstep: Class 19 contains 20099 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 141 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 47765 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 2025 members 
Mstep: Class 34 contains 44387 members 
Mstep: Class 35 contains 38881 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 48863 members 
Mstep: Class 39 contains 10425 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 6216 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1002 members 
Mstep: Class 44 contains 2287 members 
Mstep: Class 45 contains 7163 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3511 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 51015 members 
Mstep: Class 51 contains 959 members 
Mstep: Class 52 contains 23285 members 
Mstep: Class 53 contains 545 members 
Mstep: Class 54 contains 225 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42132092.000000 Penalty: 34310.375000
Iteration 109Q: 58 clusters Score -4.213209e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 3567 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15353 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39467 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 26914 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 23718 members 
Mstep: Class 18 contains 28476 members 
Mstep: Class 19 contains 20072 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10030 members 
Mstep: Class 22 contains 140 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 47331 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6129 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1987 members 
Mstep: Class 34 contains 44363 members 
Mstep: Class 35 contains 39020 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 48059 members 
Mstep: Class 39 contains 10425 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 6059 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 2301 members 
Mstep: Class 45 contains 7110 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3505 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 50530 members 
Mstep: Class 51 contains 965 members 
Mstep: Class 52 contains 22929 members 
Mstep: Class 53 contains 547 members 
Mstep: Class 54 contains 225 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42133076.000000 Penalty: 34310.375000
Iteration 110Q: 58 clusters Score -4.213308e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15313 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24202 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39507 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1331 members 
Mstep: Class 12 contains 27006 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 23786 members 
Mstep: Class 18 contains 28342 members 
Mstep: Class 19 contains 20032 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3247 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46932 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 454 members 
Mstep: Class 29 contains 6148 members 
Mstep: Class 30 contains 237 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1963 members 
Mstep: Class 34 contains 44397 members 
Mstep: Class 35 contains 39129 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 47659 members 
Mstep: Class 39 contains 10425 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 5862 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 2304 members 
Mstep: Class 45 contains 7055 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3505 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 49967 members 
Mstep: Class 51 contains 967 members 
Mstep: Class 52 contains 22557 members 
Mstep: Class 53 contains 547 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42133980.000000 Penalty: 34310.375000
Iteration 111Q: 58 clusters Score -4.213398e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 3402 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15298 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 25242 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39542 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 12 contains 27136 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 23817 members 
Mstep: Class 18 contains 28233 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 10009 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3248 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46654 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6158 members 
Mstep: Class 30 contains 239 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1934 members 
Mstep: Class 34 contains 44455 members 
Mstep: Class 35 contains 39196 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 47355 members 
Mstep: Class 39 contains 10433 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 5624 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 2311 members 
Mstep: Class 45 contains 6995 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3514 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 49377 members 
Mstep: Class 51 contains 970 members 
Mstep: Class 52 contains 22200 members 
Mstep: Class 53 contains 549 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42134580.000000 Penalty: 34310.375000
Iteration 112Q: 58 clusters Score -4.213458e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3323 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 15286 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 26068 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39562 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 27259 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 23870 members 
Mstep: Class 18 contains 28125 members 
Mstep: Class 19 contains 20038 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9993 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46431 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 6190 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1903 members 
Mstep: Class 34 contains 44541 members 
Mstep: Class 35 contains 39196 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 47003 members 
Mstep: Class 39 contains 10456 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 5407 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 2321 members 
Mstep: Class 45 contains 6950 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3517 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 48906 members 
Mstep: Class 51 contains 976 members 
Mstep: Class 52 contains 21909 members 
Mstep: Class 53 contains 554 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42134928.000000 Penalty: 34310.375000
Iteration 113Q: 58 clusters Score -4.213493e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 3255 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 15284 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 26800 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39552 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 27353 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 23915 members 
Mstep: Class 18 contains 28039 members 
Mstep: Class 19 contains 20035 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46224 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 6215 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 44622 members 
Mstep: Class 35 contains 39200 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 46790 members 
Mstep: Class 39 contains 10467 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 5238 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1005 members 
Mstep: Class 44 contains 2326 members 
Mstep: Class 45 contains 6913 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3521 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 48494 members 
Mstep: Class 51 contains 978 members 
Mstep: Class 52 contains 21672 members 
Mstep: Class 53 contains 557 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42135208.000000 Penalty: 34310.375000
Iteration 114Q: 58 clusters Score -4.213521e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 15266 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 27435 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39530 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 1538 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 23949 members 
Mstep: Class 18 contains 27945 members 
Mstep: Class 19 contains 20077 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9959 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 46054 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 6239 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 44695 members 
Mstep: Class 35 contains 39182 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 887 members 
Mstep: Class 38 contains 46785 members 
Mstep: Class 39 contains 10487 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 5075 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 1002 members 
Mstep: Class 44 contains 2331 members 
Mstep: Class 45 contains 6878 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3517 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 48144 members 
Mstep: Class 51 contains 977 members 
Mstep: Class 52 contains 21474 members 
Mstep: Class 53 contains 560 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42135240.000000 Penalty: 34310.375000
Iteration 115Q: 58 clusters Score -4.213524e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 3149 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 15256 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 27876 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39477 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 27501 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 23974 members 
Mstep: Class 18 contains 27877 members 
Mstep: Class 19 contains 20098 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9944 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45929 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6264 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1806 members 
Mstep: Class 34 contains 44751 members 
Mstep: Class 35 contains 39179 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 887 members 
Mstep: Class 38 contains 46839 members 
Mstep: Class 39 contains 10500 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4948 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 999 members 
Mstep: Class 44 contains 2330 members 
Mstep: Class 45 contains 6845 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3519 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47930 members 
Mstep: Class 51 contains 977 members 
Mstep: Class 52 contains 21326 members 
Mstep: Class 53 contains 559 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42135048.000000 Penalty: 34310.375000
Iteration 116Q: 58 clusters Score -4.213505e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 3104 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 15242 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 28253 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39438 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 27525 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 23981 members 
Mstep: Class 18 contains 27814 members 
Mstep: Class 19 contains 20113 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9943 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3254 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45805 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6295 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1779 members 
Mstep: Class 34 contains 44805 members 
Mstep: Class 35 contains 39198 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 46920 members 
Mstep: Class 39 contains 10514 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4839 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 999 members 
Mstep: Class 44 contains 2328 members 
Mstep: Class 45 contains 6826 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47785 members 
Mstep: Class 51 contains 980 members 
Mstep: Class 52 contains 21206 members 
Mstep: Class 53 contains 560 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42134980.000000 Penalty: 34310.375000
Iteration 117Q: 58 clusters Score -4.213498e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 15226 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 28561 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39399 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1626 members 
Mstep: Class 12 contains 27548 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5839 members 
Mstep: Class 17 contains 23959 members 
Mstep: Class 18 contains 27773 members 
Mstep: Class 19 contains 20113 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3253 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45680 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6316 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 44826 members 
Mstep: Class 35 contains 39265 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 887 members 
Mstep: Class 38 contains 46985 members 
Mstep: Class 39 contains 10528 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4762 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 2324 members 
Mstep: Class 45 contains 6809 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3517 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47675 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 21118 members 
Mstep: Class 53 contains 562 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42134616.000000 Penalty: 34310.375000
Iteration 118Q: 58 clusters Score -4.213462e+07 nChanged 2234
Entering ConstructFrom: 
Score: -42134616.000000 Penalty: 34310.375000
Entering ConstructFrom: 
Trying to split cluster 1 (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: -4147889.250000 Penalty: 493.888031
	Iteration 0F: 2 clusters Score -4147889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -4125955.000000 Penalty: 987.776062
	Iteration 0F: 3 clusters Score -4125955 nChanged 25213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4141623.500000 Penalty: 987.776062
	Iteration 1F: 3 clusters Score -4141624 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4144073.250000 Penalty: 987.776062
	Iteration 2F: 3 clusters Score -4144073 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4147462.500000 Penalty: 987.776062
	Iteration 3F: 3 clusters Score -4147462 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4150216.000000 Penalty: 987.776062
	Iteration 4F: 3 clusters Score -4150216 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4151205.750000 Penalty: 987.776062
	Iteration 5F: 3 clusters Score -4151206 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4151468.750000 Penalty: 987.776062
	Iteration 6F: 3 clusters Score -4151469 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4151938.000000 Penalty: 987.776062
	Iteration 7Q: 3 clusters Score -4151938 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4152531.750000 Penalty: 987.776062
	Iteration 8Q: 3 clusters Score -4152532 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4153246.500000 Penalty: 987.776062
	Iteration 9Q: 3 clusters Score -4153246 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4153786.500000 Penalty: 987.776062
	Iteration 10Q: 3 clusters Score -4153786 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4154192.000000 Penalty: 987.776062
	Iteration 11Q: 3 clusters Score -4154192 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4154265.750000 Penalty: 987.776062
	Iteration 12Q: 3 clusters Score -4154266 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4154252.250000 Penalty: 987.776062
	Iteration 13Q: 3 clusters Score -4154252 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4154130.750000 Penalty: 987.776062
	Iteration 14Q: 3 clusters Score -4154131 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4154049.500000 Penalty: 987.776062
	Iteration 15Q: 3 clusters Score -4154050 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4153982.500000 Penalty: 987.776062
	Iteration 16Q: 3 clusters Score -4153982 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4153997.500000 Penalty: 987.776062
	Iteration 17Q: 3 clusters Score -4153998 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4153981.750000 Penalty: 987.776062
	Iteration 18Q: 3 clusters Score -4153982 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4154030.500000 Penalty: 987.776062
	Iteration 19Q: 3 clusters Score -4154030 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4154098.000000 Penalty: 987.776062
	Iteration 20F: 3 clusters Score -4154098 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4154217.750000 Penalty: 987.776062
	Iteration 21Q: 3 clusters Score -4154218 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4154377.500000 Penalty: 987.776062
	Iteration 22Q: 3 clusters Score -4154378 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4154461.750000 Penalty: 987.776062
	Iteration 23Q: 3 clusters Score -4154462 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4154553.000000 Penalty: 987.776062
	Iteration 24Q: 3 clusters Score -4154553 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4154633.000000 Penalty: 987.776062
	Iteration 25Q: 3 clusters Score -4154633 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4154676.500000 Penalty: 987.776062
	Iteration 26Q: 3 clusters Score -4154676 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4154692.250000 Penalty: 987.776062
	Iteration 27Q: 3 clusters Score -4154692 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -4154774.250000 Penalty: 987.776062
	Iteration 28Q: 3 clusters Score -4154774 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4154823.750000 Penalty: 987.776062
	Iteration 29Q: 3 clusters Score -4154824 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4154890.000000 Penalty: 987.776062
	Iteration 30Q: 3 clusters Score -4154890 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4154918.750000 Penalty: 987.776062
	Iteration 31Q: 3 clusters Score -4154919 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4154951.750000 Penalty: 987.776062
	Iteration 32Q: 3 clusters Score -4154952 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4154957.500000 Penalty: 987.776062
	Iteration 33Q: 3 clusters Score -4154958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4154979.000000 Penalty: 987.776062
	Iteration 34Q: 3 clusters Score -4154979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4154983.500000 Penalty: 987.776062
	Iteration 35Q: 3 clusters Score -4154984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4154980.750000 Penalty: 987.776062
	Iteration 36Q: 3 clusters Score -4154981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -4154976.500000 Penalty: 987.776062
	Iteration 37Q: 3 clusters Score -4154976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4154960.250000 Penalty: 987.776062
	Iteration 38Q: 3 clusters Score -4154960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4154946.000000 Penalty: 987.776062
	Iteration 39Q: 3 clusters Score -4154946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4154944.000000 Penalty: 987.776062
	Iteration 40F: 3 clusters Score -4154944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -4154932.250000 Penalty: 987.776062
	Iteration 41Q: 3 clusters Score -4154932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4154924.250000 Penalty: 987.776062
	Iteration 42Q: 3 clusters Score -4154924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4154923.500000 Penalty: 987.776062
	Iteration 43Q: 3 clusters Score -4154924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4154926.000000 Penalty: 987.776062
	Iteration 44Q: 3 clusters Score -4154926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4154922.750000 Penalty: 987.776062
	Iteration 45Q: 3 clusters Score -4154923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4154930.500000 Penalty: 987.776062
	Iteration 46Q: 3 clusters Score -4154930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4154935.750000 Penalty: 987.776062
	Iteration 47Q: 3 clusters Score -4154936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4154939.750000 Penalty: 987.776062
	Iteration 48Q: 3 clusters Score -4154940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4154943.000000 Penalty: 987.776062
	Iteration 49Q: 3 clusters Score -4154943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4154965.500000 Penalty: 987.776062
	Iteration 50Q: 3 clusters Score -4154966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -4154949.750000 Penalty: 987.776062
	Iteration 51Q: 3 clusters Score -4154950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -4154954.750000 Penalty: 987.776062
	Iteration 52Q: 3 clusters Score -4154955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4154953.250000 Penalty: 987.776062
	Iteration 53Q: 3 clusters Score -4154953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4154971.750000 Penalty: 987.776062
	Iteration 54Q: 3 clusters Score -4154972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4154964.250000 Penalty: 987.776062
	Iteration 55Q: 3 clusters Score -4154964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4154969.750000 Penalty: 987.776062
	Iteration 56Q: 3 clusters Score -4154970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4154971.000000 Penalty: 987.776062
	Iteration 57Q: 3 clusters Score -4154971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4154970.750000 Penalty: 987.776062
	Iteration 58Q: 3 clusters Score -4154971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4154974.250000 Penalty: 987.776062
	Iteration 59Q: 3 clusters Score -4154974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -4154969.250000 Penalty: 987.776062
	Iteration 60F: 3 clusters Score -4154969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4154971.500000 Penalty: 987.776062
	Iteration 61Q: 3 clusters Score -4154972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4154967.500000 Penalty: 987.776062
	Iteration 62Q: 3 clusters Score -4154968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4154969.250000 Penalty: 987.776062
	Iteration 63Q: 3 clusters Score -4154969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4154969.250000 Penalty: 987.776062
	Iteration 64F: 3 clusters Score -4154969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 28811 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 27542 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45554 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Entering Unmasked Estep 
Score: -42141348.000000 Penalty: 34912.312500
Splitting cluster 1 changes total score from -42134616.000000 to -42141348.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 2 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -227050.093750 Penalty: 365.041809
	Iteration 0F: 2 clusters Score -227050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -224897.765625 Penalty: 730.083618
	Iteration 0F: 3 clusters Score -224897.8 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -225647.000000 Penalty: 730.083618
	Iteration 1F: 3 clusters Score -225647 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -225780.546875 Penalty: 730.083618
	Iteration 2F: 3 clusters Score -225780.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -225928.296875 Penalty: 730.083618
	Iteration 3F: 3 clusters Score -225928.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -226100.859375 Penalty: 730.083618
	Iteration 4F: 3 clusters Score -226100.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -226300.437500 Penalty: 730.083618
	Iteration 5F: 3 clusters Score -226300.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -226479.500000 Penalty: 730.083618
	Iteration 6F: 3 clusters Score -226479.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -226617.187500 Penalty: 730.083618
	Iteration 7Q: 3 clusters Score -226617.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -226685.171875 Penalty: 730.083618
	Iteration 8Q: 3 clusters Score -226685.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -226718.453125 Penalty: 730.083618
	Iteration 9Q: 3 clusters Score -226718.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -226731.593750 Penalty: 730.083618
	Iteration 10Q: 3 clusters Score -226731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -226741.125000 Penalty: 730.083618
	Iteration 11Q: 3 clusters Score -226741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -226745.703125 Penalty: 730.083618
	Iteration 12Q: 3 clusters Score -226745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -226747.656250 Penalty: 730.083618
	Iteration 13Q: 3 clusters Score -226747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -226748.609375 Penalty: 730.083618
	Iteration 14Q: 3 clusters Score -226748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -226749.921875 Penalty: 730.083618
	Iteration 15Q: 3 clusters Score -226749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -226751.750000 Penalty: 730.083618
	Iteration 16Q: 3 clusters Score -226751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -226753.515625 Penalty: 730.083618
	Iteration 17Q: 3 clusters Score -226753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -226755.921875 Penalty: 730.083618
	Iteration 18Q: 3 clusters Score -226755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -226757.375000 Penalty: 730.083618
	Iteration 19Q: 3 clusters Score -226757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -226758.343750 Penalty: 730.083618
	Iteration 20F: 3 clusters Score -226758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -226758.843750 Penalty: 730.083618
	Iteration 21Q: 3 clusters Score -226758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -226760.500000 Penalty: 730.083618
	Iteration 22Q: 3 clusters Score -226760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -226761.343750 Penalty: 730.083618
	Iteration 23Q: 3 clusters Score -226761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -226761.843750 Penalty: 730.083618
	Iteration 24Q: 3 clusters Score -226761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -226762.734375 Penalty: 730.083618
	Iteration 25Q: 3 clusters Score -226762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -226763.171875 Penalty: 730.083618
	Iteration 26Q: 3 clusters Score -226763.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -226764.140625 Penalty: 730.083618
	Iteration 27Q: 3 clusters Score -226764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -226764.734375 Penalty: 730.083618
	Iteration 28Q: 3 clusters Score -226764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -226764.890625 Penalty: 730.083618
	Iteration 29Q: 3 clusters Score -226764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -226765.828125 Penalty: 730.083618
	Iteration 30Q: 3 clusters Score -226765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -226765.703125 Penalty: 730.083618
	Iteration 31Q: 3 clusters Score -226765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -226765.953125 Penalty: 730.083618
	Iteration 32Q: 3 clusters Score -226766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -226765.953125 Penalty: 730.083618
	Iteration 33F: 3 clusters Score -226766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -68214.804688 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -68214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -67402.453125 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -67402.45 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67641.109375 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -67641.11 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67691.578125 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -67691.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -67733.875000 Penalty: 629.960571
	Iteration 3F: 3 clusters Score -67733.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -67782.421875 Penalty: 629.960571
	Iteration 4F: 3 clusters Score -67782.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -67821.453125 Penalty: 629.960571
	Iteration 5Q: 3 clusters Score -67821.45 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -67847.882812 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -67847.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67867.007812 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -67867.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -67880.812500 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -67880.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -67899.601562 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -67899.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67912.867188 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -67912.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67923.218750 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -67923.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -67933.421875 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -67933.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67944.296875 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -67944.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67977.859375 Penalty: 629.960571
	Iteration 14Q: 3 clusters Score -67977.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68004.273438 Penalty: 629.960571
	Iteration 15Q: 3 clusters Score -68004.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68015.007812 Penalty: 629.960571
	Iteration 16Q: 3 clusters Score -68015.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68019.210938 Penalty: 629.960571
	Iteration 17Q: 3 clusters Score -68019.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -68023.179688 Penalty: 629.960571
	Iteration 18Q: 3 clusters Score -68023.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -68027.664062 Penalty: 629.960571
	Iteration 19Q: 3 clusters Score -68027.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68030.406250 Penalty: 629.960571
	Iteration 20F: 3 clusters Score -68030.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68032.390625 Penalty: 629.960571
	Iteration 21Q: 3 clusters Score -68032.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -68033.148438 Penalty: 629.960571
	Iteration 22Q: 3 clusters Score -68033.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -68033.742188 Penalty: 629.960571
	Iteration 23Q: 3 clusters Score -68033.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -68034.750000 Penalty: 629.960571
	Iteration 24Q: 3 clusters Score -68034.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -68036.531250 Penalty: 629.960571
	Iteration 25Q: 3 clusters Score -68036.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -68038.890625 Penalty: 629.960571
	Iteration 26Q: 3 clusters Score -68038.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68039.570312 Penalty: 629.960571
	Iteration 27Q: 3 clusters Score -68039.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -68040.085938 Penalty: 629.960571
	Iteration 28Q: 3 clusters Score -68040.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68040.648438 Penalty: 629.960571
	Iteration 29Q: 3 clusters Score -68040.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68041.015625 Penalty: 629.960571
	Iteration 30Q: 3 clusters Score -68041.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -68041.015625 Penalty: 629.960571
	Iteration 31F: 3 clusters Score -68041.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Entering Unmasked Estep 
Score: -1146331.250000 Penalty: 438.178619
	Iteration 0F: 2 clusters Score -1146331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1136052.375000 Penalty: 876.357239
	Iteration 0F: 3 clusters Score -1136052 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1140385.625000 Penalty: 876.357239
	Iteration 1F: 3 clusters Score -1140386 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1140701.375000 Penalty: 876.357239
	Iteration 2F: 3 clusters Score -1140701 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1141104.375000 Penalty: 876.357239
	Iteration 3F: 3 clusters Score -1141104 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1141683.250000 Penalty: 876.357239
	Iteration 4F: 3 clusters Score -1141683 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1142356.000000 Penalty: 876.357239
	Iteration 5F: 3 clusters Score -1142356 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1143021.375000 Penalty: 876.357239
	Iteration 6F: 3 clusters Score -1143021 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1143548.750000 Penalty: 876.357239
	Iteration 7Q: 3 clusters Score -1143549 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1143894.250000 Penalty: 876.357239
	Iteration 8Q: 3 clusters Score -1143894 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1144154.750000 Penalty: 876.357239
	Iteration 9Q: 3 clusters Score -1144155 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1144366.000000 Penalty: 876.357239
	Iteration 10Q: 3 clusters Score -1144366 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1144543.875000 Penalty: 876.357239
	Iteration 11Q: 3 clusters Score -1144544 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1144711.375000 Penalty: 876.357239
	Iteration 12Q: 3 clusters Score -1144711 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1144885.625000 Penalty: 876.357239
	Iteration 13Q: 3 clusters Score -1144886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1145030.250000 Penalty: 876.357239
	Iteration 14Q: 3 clusters Score -1145030 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1145151.625000 Penalty: 876.357239
	Iteration 15Q: 3 clusters Score -1145152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1145254.625000 Penalty: 876.357239
	Iteration 16Q: 3 clusters Score -1145255 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1145347.250000 Penalty: 876.357239
	Iteration 17Q: 3 clusters Score -1145347 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1145421.875000 Penalty: 876.357239
	Iteration 18Q: 3 clusters Score -1145422 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1145480.125000 Penalty: 876.357239
	Iteration 19Q: 3 clusters Score -1145480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1145547.750000 Penalty: 876.357239
	Iteration 20F: 3 clusters Score -1145548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1145613.250000 Penalty: 876.357239
	Iteration 21Q: 3 clusters Score -1145613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1145667.750000 Penalty: 876.357239
	Iteration 22Q: 3 clusters Score -1145668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1145708.375000 Penalty: 876.357239
	Iteration 23Q: 3 clusters Score -1145708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1145749.000000 Penalty: 876.357239
	Iteration 24Q: 3 clusters Score -1145749 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1145785.250000 Penalty: 876.357239
	Iteration 25Q: 3 clusters Score -1145785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1145821.000000 Penalty: 876.357239
	Iteration 26Q: 3 clusters Score -1145821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1145857.625000 Penalty: 876.357239
	Iteration 27Q: 3 clusters Score -1145858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1145894.250000 Penalty: 876.357239
	Iteration 28Q: 3 clusters Score -1145894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1145926.750000 Penalty: 876.357239
	Iteration 29Q: 3 clusters Score -1145927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1145962.875000 Penalty: 876.357239
	Iteration 30Q: 3 clusters Score -1145963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -1145994.750000 Penalty: 876.357239
	Iteration 31Q: 3 clusters Score -1145995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1146016.500000 Penalty: 876.357239
	Iteration 32Q: 3 clusters Score -1146016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1146033.000000 Penalty: 876.357239
	Iteration 33Q: 3 clusters Score -1146033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1146042.375000 Penalty: 876.357239
	Iteration 34Q: 3 clusters Score -1146042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1146047.000000 Penalty: 876.357239
	Iteration 35Q: 3 clusters Score -1146047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1146052.375000 Penalty: 876.357239
	Iteration 36Q: 3 clusters Score -1146052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1146055.500000 Penalty: 876.357239
	Iteration 37Q: 3 clusters Score -1146056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1146057.625000 Penalty: 876.357239
	Iteration 38Q: 3 clusters Score -1146058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1146058.000000 Penalty: 876.357239
	Iteration 39Q: 3 clusters Score -1146058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1146058.125000 Penalty: 876.357239
	Iteration 40F: 3 clusters Score -1146058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1146058.000000 Penalty: 876.357239
	Iteration 41Q: 3 clusters Score -1146058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1146060.375000 Penalty: 876.357239
	Iteration 42Q: 3 clusters Score -1146060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1146060.375000 Penalty: 876.357239
	Iteration 43Q: 3 clusters Score -1146060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1146062.125000 Penalty: 876.357239
	Iteration 44Q: 3 clusters Score -1146062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1146066.125000 Penalty: 876.357239
	Iteration 45Q: 3 clusters Score -1146066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1146067.875000 Penalty: 876.357239
	Iteration 46Q: 3 clusters Score -1146068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1146067.875000 Penalty: 876.357239
	Iteration 47F: 3 clusters Score -1146068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -9499.864258 Penalty: 255.063995
	Iteration 0F: 2 clusters Score -9499.864 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 140 members 
Entering Unmasked Estep 
Score: -9185.608398 Penalty: 510.127991
	Iteration 0F: 3 clusters Score -9185.608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9356.911133 Penalty: 510.127991
	Iteration 1F: 3 clusters Score -9356.911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9393.416016 Penalty: 510.127991
	Iteration 2F: 3 clusters Score -9393.416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9398.707031 Penalty: 510.127991
	Iteration 3Q: 3 clusters Score -9398.707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9403.175781 Penalty: 510.127991
	Iteration 4Q: 3 clusters Score -9403.176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9411.444336 Penalty: 510.127991
	Iteration 5Q: 3 clusters Score -9411.444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9411.444336 Penalty: 510.127991
	Iteration 6F: 3 clusters Score -9411.444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Entering Unmasked Estep 
Score: -2320621.250000 Penalty: 467.217316
	Iteration 0F: 2 clusters Score -2320621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2302730.250000 Penalty: 934.434631
	Iteration 0F: 3 clusters Score -2302730 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2311137.000000 Penalty: 934.434631
	Iteration 1F: 3 clusters Score -2311137 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2311996.000000 Penalty: 934.434631
	Iteration 2F: 3 clusters Score -2311996 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2313349.250000 Penalty: 934.434631
	Iteration 3F: 3 clusters Score -2313349 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2315270.750000 Penalty: 934.434631
	Iteration 4F: 3 clusters Score -2315271 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2317362.250000 Penalty: 934.434631
	Iteration 5F: 3 clusters Score -2317362 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2318910.000000 Penalty: 934.434631
	Iteration 6F: 3 clusters Score -2318910 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2319774.250000 Penalty: 934.434631
	Iteration 7Q: 3 clusters Score -2319774 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2320284.500000 Penalty: 934.434631
	Iteration 8Q: 3 clusters Score -2320284 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2320667.750000 Penalty: 934.434631
	Iteration 9Q: 3 clusters Score -2320668 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2320916.500000 Penalty: 934.434631
	Iteration 10Q: 3 clusters Score -2320916 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2321080.750000 Penalty: 934.434631
	Iteration 11Q: 3 clusters Score -2321081 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2321192.750000 Penalty: 934.434631
	Iteration 12Q: 3 clusters Score -2321193 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2321260.000000 Penalty: 934.434631
	Iteration 13Q: 3 clusters Score -2321260 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2321283.000000 Penalty: 934.434631
	Iteration 14Q: 3 clusters Score -2321283 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2321294.750000 Penalty: 934.434631
	Iteration 15Q: 3 clusters Score -2321295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2321287.750000 Penalty: 934.434631
	Iteration 16Q: 3 clusters Score -2321288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2321277.750000 Penalty: 934.434631
	Iteration 17Q: 3 clusters Score -2321278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2321275.750000 Penalty: 934.434631
	Iteration 18Q: 3 clusters Score -2321276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2321262.250000 Penalty: 934.434631
	Iteration 19Q: 3 clusters Score -2321262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2321261.250000 Penalty: 934.434631
	Iteration 20F: 3 clusters Score -2321261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2321256.250000 Penalty: 934.434631
	Iteration 21Q: 3 clusters Score -2321256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2321250.500000 Penalty: 934.434631
	Iteration 22Q: 3 clusters Score -2321250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2321250.000000 Penalty: 934.434631
	Iteration 23Q: 3 clusters Score -2321250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2321243.750000 Penalty: 934.434631
	Iteration 24Q: 3 clusters Score -2321244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2321237.250000 Penalty: 934.434631
	Iteration 25Q: 3 clusters Score -2321237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2321231.750000 Penalty: 934.434631
	Iteration 26Q: 3 clusters Score -2321232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2321220.000000 Penalty: 934.434631
	Iteration 27Q: 3 clusters Score -2321220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2321215.750000 Penalty: 934.434631
	Iteration 28Q: 3 clusters Score -2321216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2321196.000000 Penalty: 934.434631
	Iteration 29Q: 3 clusters Score -2321196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2321176.500000 Penalty: 934.434631
	Iteration 30Q: 3 clusters Score -2321176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2321171.750000 Penalty: 934.434631
	Iteration 31Q: 3 clusters Score -2321172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2321156.500000 Penalty: 934.434631
	Iteration 32Q: 3 clusters Score -2321156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2321148.500000 Penalty: 934.434631
	Iteration 33Q: 3 clusters Score -2321148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2321139.750000 Penalty: 934.434631
	Iteration 34Q: 3 clusters Score -2321140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2321143.500000 Penalty: 934.434631
	Iteration 35Q: 3 clusters Score -2321144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2321139.750000 Penalty: 934.434631
	Iteration 36Q: 3 clusters Score -2321140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2321140.250000 Penalty: 934.434631
	Iteration 37Q: 3 clusters Score -2321140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2321134.500000 Penalty: 934.434631
	Iteration 38Q: 3 clusters Score -2321134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2321128.250000 Penalty: 934.434631
	Iteration 39Q: 3 clusters Score -2321128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2321127.000000 Penalty: 934.434631
	Iteration 40F: 3 clusters Score -2321127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2321120.500000 Penalty: 934.434631
	Iteration 41Q: 3 clusters Score -2321120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2321122.750000 Penalty: 934.434631
	Iteration 42Q: 3 clusters Score -2321123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2321121.500000 Penalty: 934.434631
	Iteration 43Q: 3 clusters Score -2321122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2321117.750000 Penalty: 934.434631
	Iteration 44Q: 3 clusters Score -2321118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2321117.750000 Penalty: 934.434631
	Iteration 45Q: 3 clusters Score -2321118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2321116.000000 Penalty: 934.434631
	Iteration 46Q: 3 clusters Score -2321116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2321115.250000 Penalty: 934.434631
	Iteration 47Q: 3 clusters Score -2321115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2321117.750000 Penalty: 934.434631
	Iteration 48Q: 3 clusters Score -2321118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2321111.000000 Penalty: 934.434631
	Iteration 49Q: 3 clusters Score -2321111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2321104.250000 Penalty: 934.434631
	Iteration 50Q: 3 clusters Score -2321104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2321097.000000 Penalty: 934.434631
	Iteration 51Q: 3 clusters Score -2321097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2321083.250000 Penalty: 934.434631
	Iteration 52Q: 3 clusters Score -2321083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2321084.750000 Penalty: 934.434631
	Iteration 53Q: 3 clusters Score -2321085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2321075.500000 Penalty: 934.434631
	Iteration 54Q: 3 clusters Score -2321076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2321071.750000 Penalty: 934.434631
	Iteration 55Q: 3 clusters Score -2321072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2321064.750000 Penalty: 934.434631
	Iteration 56Q: 3 clusters Score -2321065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2321068.750000 Penalty: 934.434631
	Iteration 57Q: 3 clusters Score -2321069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2321063.500000 Penalty: 934.434631
	Iteration 58Q: 3 clusters Score -2321064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2321059.500000 Penalty: 934.434631
	Iteration 59Q: 3 clusters Score -2321060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2321050.250000 Penalty: 934.434631
	Iteration 60F: 3 clusters Score -2321050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2321041.750000 Penalty: 934.434631
	Iteration 61Q: 3 clusters Score -2321042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2321034.500000 Penalty: 934.434631
	Iteration 62Q: 3 clusters Score -2321034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2321028.250000 Penalty: 934.434631
	Iteration 63Q: 3 clusters Score -2321028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2321025.000000 Penalty: 934.434631
	Iteration 64Q: 3 clusters Score -2321025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2321025.750000 Penalty: 934.434631
	Iteration 65Q: 3 clusters Score -2321026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2321021.750000 Penalty: 934.434631
	Iteration 66Q: 3 clusters Score -2321022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2321019.750000 Penalty: 934.434631
	Iteration 67Q: 3 clusters Score -2321020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2321011.000000 Penalty: 934.434631
	Iteration 68Q: 3 clusters Score -2321011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2321011.750000 Penalty: 934.434631
	Iteration 69Q: 3 clusters Score -2321012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2320998.000000 Penalty: 934.434631
	Iteration 70Q: 3 clusters Score -2320998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2320990.500000 Penalty: 934.434631
	Iteration 71Q: 3 clusters Score -2320990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2320983.500000 Penalty: 934.434631
	Iteration 72Q: 3 clusters Score -2320984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2320985.000000 Penalty: 934.434631
	Iteration 73Q: 3 clusters Score -2320985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2320975.000000 Penalty: 934.434631
	Iteration 74Q: 3 clusters Score -2320975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2320970.250000 Penalty: 934.434631
	Iteration 75Q: 3 clusters Score -2320970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2320970.250000 Penalty: 934.434631
	Iteration 76Q: 3 clusters Score -2320970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2320968.000000 Penalty: 934.434631
	Iteration 77Q: 3 clusters Score -2320968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2320961.250000 Penalty: 934.434631
	Iteration 78Q: 3 clusters Score -2320961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2320964.000000 Penalty: 934.434631
	Iteration 79Q: 3 clusters Score -2320964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2320970.250000 Penalty: 934.434631
	Iteration 80F: 3 clusters Score -2320970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2320966.250000 Penalty: 934.434631
	Iteration 81Q: 3 clusters Score -2320966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2320958.250000 Penalty: 934.434631
	Iteration 82Q: 3 clusters Score -2320958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2320942.000000 Penalty: 934.434631
	Iteration 83Q: 3 clusters Score -2320942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2320951.500000 Penalty: 934.434631
	Iteration 84Q: 3 clusters Score -2320952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2320952.500000 Penalty: 934.434631
	Iteration 85Q: 3 clusters Score -2320952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2320953.250000 Penalty: 934.434631
	Iteration 86Q: 3 clusters Score -2320953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2320949.000000 Penalty: 934.434631
	Iteration 87Q: 3 clusters Score -2320949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2320951.000000 Penalty: 934.434631
	Iteration 88Q: 3 clusters Score -2320951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2320946.750000 Penalty: 934.434631
	Iteration 89Q: 3 clusters Score -2320947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2320947.500000 Penalty: 934.434631
	Iteration 90Q: 3 clusters Score -2320948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2320944.000000 Penalty: 934.434631
	Iteration 91Q: 3 clusters Score -2320944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2320944.750000 Penalty: 934.434631
	Iteration 92Q: 3 clusters Score -2320945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2320944.750000 Penalty: 934.434631
	Iteration 93F: 3 clusters Score -2320945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 27542 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45554 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Entering Unmasked Estep 
Score: -42141644.000000 Penalty: 35514.250000
Splitting cluster 6 changes total score from -42134616.000000 to -42141644.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 7 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -233240.031250 Penalty: 366.639496
	Iteration 0F: 2 clusters Score -233240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -231053.390625 Penalty: 733.278992
	Iteration 0F: 3 clusters Score -231053.4 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -231996.140625 Penalty: 733.278992
	Iteration 1F: 3 clusters Score -231996.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -232186.546875 Penalty: 733.278992
	Iteration 2F: 3 clusters Score -232186.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -232293.781250 Penalty: 733.278992
	Iteration 3F: 3 clusters Score -232293.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -232378.890625 Penalty: 733.278992
	Iteration 4Q: 3 clusters Score -232378.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -232444.921875 Penalty: 733.278992
	Iteration 5Q: 3 clusters Score -232444.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -232484.718750 Penalty: 733.278992
	Iteration 6Q: 3 clusters Score -232484.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -232520.390625 Penalty: 733.278992
	Iteration 7Q: 3 clusters Score -232520.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -232544.984375 Penalty: 733.278992
	Iteration 8Q: 3 clusters Score -232545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -232585.625000 Penalty: 733.278992
	Iteration 9Q: 3 clusters Score -232585.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -232617.421875 Penalty: 733.278992
	Iteration 10Q: 3 clusters Score -232617.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -232645.328125 Penalty: 733.278992
	Iteration 11Q: 3 clusters Score -232645.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -232661.718750 Penalty: 733.278992
	Iteration 12Q: 3 clusters Score -232661.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -232676.500000 Penalty: 733.278992
	Iteration 13Q: 3 clusters Score -232676.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -232691.203125 Penalty: 733.278992
	Iteration 14Q: 3 clusters Score -232691.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -232703.859375 Penalty: 733.278992
	Iteration 15Q: 3 clusters Score -232703.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -232713.640625 Penalty: 733.278992
	Iteration 16Q: 3 clusters Score -232713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -232721.484375 Penalty: 733.278992
	Iteration 17Q: 3 clusters Score -232721.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -232730.625000 Penalty: 733.278992
	Iteration 18Q: 3 clusters Score -232730.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -232737.781250 Penalty: 733.278992
	Iteration 19Q: 3 clusters Score -232737.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -232741.625000 Penalty: 733.278992
	Iteration 20F: 3 clusters Score -232741.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -232746.812500 Penalty: 733.278992
	Iteration 21Q: 3 clusters Score -232746.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -232751.781250 Penalty: 733.278992
	Iteration 22Q: 3 clusters Score -232751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -232753.859375 Penalty: 733.278992
	Iteration 23Q: 3 clusters Score -232753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -232755.343750 Penalty: 733.278992
	Iteration 24Q: 3 clusters Score -232755.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -232756.843750 Penalty: 733.278992
	Iteration 25Q: 3 clusters Score -232756.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -232757.890625 Penalty: 733.278992
	Iteration 26Q: 3 clusters Score -232757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -232759.140625 Penalty: 733.278992
	Iteration 27Q: 3 clusters Score -232759.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -232762.484375 Penalty: 733.278992
	Iteration 28Q: 3 clusters Score -232762.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -232766.078125 Penalty: 733.278992
	Iteration 29Q: 3 clusters Score -232766.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -232768.203125 Penalty: 733.278992
	Iteration 30Q: 3 clusters Score -232768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -232769.359375 Penalty: 733.278992
	Iteration 31Q: 3 clusters Score -232769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -232770.015625 Penalty: 733.278992
	Iteration 32Q: 3 clusters Score -232770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -232770.328125 Penalty: 733.278992
	Iteration 33Q: 3 clusters Score -232770.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -232772.140625 Penalty: 733.278992
	Iteration 34Q: 3 clusters Score -232772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -232772.187500 Penalty: 733.278992
	Iteration 35Q: 3 clusters Score -232772.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -232772.953125 Penalty: 733.278992
	Iteration 36Q: 3 clusters Score -232773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -232773.546875 Penalty: 733.278992
	Iteration 37Q: 3 clusters Score -232773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -232774.578125 Penalty: 733.278992
	Iteration 38Q: 3 clusters Score -232774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -232774.468750 Penalty: 733.278992
	Iteration 39Q: 3 clusters Score -232774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -232774.609375 Penalty: 733.278992
	Iteration 40F: 3 clusters Score -232774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9669.457031 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9669.457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9736.700195 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9736.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9768.434570 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9768.435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9796.606445 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -9796.606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9828.972656 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -9828.973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9861.762695 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9861.763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9865.933594 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9865.934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9869.661133 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -9869.661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9869.661133 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -9869.661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Entering Unmasked Estep 
Score: -3149501.250000 Penalty: 481.417633
	Iteration 0F: 2 clusters Score -3149501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3126530.750000 Penalty: 962.835266
	Iteration 0F: 3 clusters Score -3126531 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3137327.750000 Penalty: 962.835266
	Iteration 1F: 3 clusters Score -3137328 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3137630.250000 Penalty: 962.835266
	Iteration 2Q: 3 clusters Score -3137630 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3138068.500000 Penalty: 962.835266
	Iteration 3Q: 3 clusters Score -3138068 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3138697.250000 Penalty: 962.835266
	Iteration 4Q: 3 clusters Score -3138697 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3139762.750000 Penalty: 962.835266
	Iteration 5Q: 3 clusters Score -3139763 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3141568.250000 Penalty: 962.835266
	Iteration 6F: 3 clusters Score -3141568 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3144030.750000 Penalty: 962.835266
	Iteration 7F: 3 clusters Score -3144031 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3146417.750000 Penalty: 962.835266
	Iteration 8F: 3 clusters Score -3146418 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3148043.000000 Penalty: 962.835266
	Iteration 9F: 3 clusters Score -3148043 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3148576.250000 Penalty: 962.835266
	Iteration 10Q: 3 clusters Score -3148576 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3148779.250000 Penalty: 962.835266
	Iteration 11Q: 3 clusters Score -3148779 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3148941.250000 Penalty: 962.835266
	Iteration 12Q: 3 clusters Score -3148941 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3148993.000000 Penalty: 962.835266
	Iteration 13Q: 3 clusters Score -3148993 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3149035.750000 Penalty: 962.835266
	Iteration 14Q: 3 clusters Score -3149036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3149077.750000 Penalty: 962.835266
	Iteration 15Q: 3 clusters Score -3149078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3149081.250000 Penalty: 962.835266
	Iteration 16Q: 3 clusters Score -3149081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3149098.750000 Penalty: 962.835266
	Iteration 17Q: 3 clusters Score -3149099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3149098.250000 Penalty: 962.835266
	Iteration 18Q: 3 clusters Score -3149098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3149107.500000 Penalty: 962.835266
	Iteration 19Q: 3 clusters Score -3149108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3149112.250000 Penalty: 962.835266
	Iteration 20F: 3 clusters Score -3149112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3149112.250000 Penalty: 962.835266
	Iteration 21Q: 3 clusters Score -3149112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3149119.250000 Penalty: 962.835266
	Iteration 22Q: 3 clusters Score -3149119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3149124.500000 Penalty: 962.835266
	Iteration 23Q: 3 clusters Score -3149124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3149130.500000 Penalty: 962.835266
	Iteration 24Q: 3 clusters Score -3149130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3149132.000000 Penalty: 962.835266
	Iteration 25Q: 3 clusters Score -3149132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3149134.000000 Penalty: 962.835266
	Iteration 26Q: 3 clusters Score -3149134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3149140.500000 Penalty: 962.835266
	Iteration 27Q: 3 clusters Score -3149140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3149143.250000 Penalty: 962.835266
	Iteration 28Q: 3 clusters Score -3149143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3149147.750000 Penalty: 962.835266
	Iteration 29Q: 3 clusters Score -3149148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3149150.500000 Penalty: 962.835266
	Iteration 30Q: 3 clusters Score -3149150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3149150.750000 Penalty: 962.835266
	Iteration 31Q: 3 clusters Score -3149151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3149153.500000 Penalty: 962.835266
	Iteration 32Q: 3 clusters Score -3149154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3149153.000000 Penalty: 962.835266
	Iteration 33Q: 3 clusters Score -3149153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3149153.000000 Penalty: 962.835266
	Iteration 34F: 3 clusters Score -3149153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Entering Unmasked Estep 
Score: -42167.324219 Penalty: 291.437897
	Iteration 0F: 2 clusters Score -42167.32 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 299 members 
Entering Unmasked Estep 
Score: -41618.179688 Penalty: 582.875793
	Iteration 0F: 3 clusters Score -41618.18 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41790.343750 Penalty: 582.875793
	Iteration 1F: 3 clusters Score -41790.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41853.550781 Penalty: 582.875793
	Iteration 2F: 3 clusters Score -41853.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41888.984375 Penalty: 582.875793
	Iteration 3F: 3 clusters Score -41888.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41912.144531 Penalty: 582.875793
	Iteration 4Q: 3 clusters Score -41912.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41930.023438 Penalty: 582.875793
	Iteration 5Q: 3 clusters Score -41930.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41956.878906 Penalty: 582.875793
	Iteration 6Q: 3 clusters Score -41956.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41976.214844 Penalty: 582.875793
	Iteration 7Q: 3 clusters Score -41976.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41990.437500 Penalty: 582.875793
	Iteration 8Q: 3 clusters Score -41990.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42008.562500 Penalty: 582.875793
	Iteration 9Q: 3 clusters Score -42008.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42027.023438 Penalty: 582.875793
	Iteration 10Q: 3 clusters Score -42027.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42038.433594 Penalty: 582.875793
	Iteration 11Q: 3 clusters Score -42038.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42051.191406 Penalty: 582.875793
	Iteration 12Q: 3 clusters Score -42051.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42056.246094 Penalty: 582.875793
	Iteration 13Q: 3 clusters Score -42056.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42057.339844 Penalty: 582.875793
	Iteration 14Q: 3 clusters Score -42057.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42058.296875 Penalty: 582.875793
	Iteration 15Q: 3 clusters Score -42058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42058.851562 Penalty: 582.875793
	Iteration 16Q: 3 clusters Score -42058.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42058.851562 Penalty: 582.875793
	Iteration 17F: 3 clusters Score -42058.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -122345.335938 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -122345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -121139.054688 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -121139.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -121767.601562 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -121767.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -121938.351562 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -121938.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -122006.093750 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -122006.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -122043.726562 Penalty: 674.341553
	Iteration 4Q: 3 clusters Score -122043.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -122063.265625 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -122063.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -122082.710938 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -122082.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -122091.406250 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -122091.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -122096.414062 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -122096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -122100.828125 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -122100.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -122106.398438 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -122106.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -122116.375000 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -122116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -122134.148438 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -122134.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -122159.390625 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -122159.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -122205.382812 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -122205.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122254.625000 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -122254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -122287.554688 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -122287.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -122297.468750 Penalty: 674.341553
	Iteration 17Q: 3 clusters Score -122297.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -122305.554688 Penalty: 674.341553
	Iteration 18Q: 3 clusters Score -122305.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -122309.515625 Penalty: 674.341553
	Iteration 19Q: 3 clusters Score -122309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -122311.585938 Penalty: 674.341553
	Iteration 20F: 3 clusters Score -122311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -122313.085938 Penalty: 674.341553
	Iteration 21Q: 3 clusters Score -122313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122314.023438 Penalty: 674.341553
	Iteration 22Q: 3 clusters Score -122314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122314.210938 Penalty: 674.341553
	Iteration 23Q: 3 clusters Score -122314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122314.890625 Penalty: 674.341553
	Iteration 24Q: 3 clusters Score -122314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122316.046875 Penalty: 674.341553
	Iteration 25Q: 3 clusters Score -122316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -122317.015625 Penalty: 674.341553
	Iteration 26Q: 3 clusters Score -122317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -122318.085938 Penalty: 674.341553
	Iteration 27Q: 3 clusters Score -122318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -122318.859375 Penalty: 674.341553
	Iteration 28Q: 3 clusters Score -122318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122319.867188 Penalty: 674.341553
	Iteration 29Q: 3 clusters Score -122319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122320.148438 Penalty: 674.341553
	Iteration 30Q: 3 clusters Score -122320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -122320.335938 Penalty: 674.341553
	Iteration 31Q: 3 clusters Score -122320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -122320.859375 Penalty: 674.341553
	Iteration 32Q: 3 clusters Score -122320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122321.312500 Penalty: 674.341553
	Iteration 33Q: 3 clusters Score -122321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122321.562500 Penalty: 674.341553
	Iteration 34Q: 3 clusters Score -122321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -122322.218750 Penalty: 674.341553
	Iteration 35Q: 3 clusters Score -122322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122322.609375 Penalty: 674.341553
	Iteration 36Q: 3 clusters Score -122322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -122322.609375 Penalty: 674.341553
	Iteration 37F: 3 clusters Score -122322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Entering Unmasked Estep 
Score: -2158283.000000 Penalty: 465.167786
	Iteration 0F: 2 clusters Score -2158283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2140132.500000 Penalty: 930.335571
	Iteration 0F: 3 clusters Score -2140132 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2147990.500000 Penalty: 930.335571
	Iteration 1F: 3 clusters Score -2147990 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2149221.750000 Penalty: 930.335571
	Iteration 2F: 3 clusters Score -2149222 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2151937.000000 Penalty: 930.335571
	Iteration 3F: 3 clusters Score -2151937 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2155797.750000 Penalty: 930.335571
	Iteration 4F: 3 clusters Score -2155798 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2158574.750000 Penalty: 930.335571
	Iteration 5F: 3 clusters Score -2158575 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2160010.000000 Penalty: 930.335571
	Iteration 6F: 3 clusters Score -2160010 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2160922.750000 Penalty: 930.335571
	Iteration 7Q: 3 clusters Score -2160923 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2161533.500000 Penalty: 930.335571
	Iteration 8Q: 3 clusters Score -2161534 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2161829.500000 Penalty: 930.335571
	Iteration 9Q: 3 clusters Score -2161830 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2161972.250000 Penalty: 930.335571
	Iteration 10Q: 3 clusters Score -2161972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2162040.500000 Penalty: 930.335571
	Iteration 11Q: 3 clusters Score -2162040 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2162073.750000 Penalty: 930.335571
	Iteration 12Q: 3 clusters Score -2162074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2162097.750000 Penalty: 930.335571
	Iteration 13Q: 3 clusters Score -2162098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2162115.000000 Penalty: 930.335571
	Iteration 14Q: 3 clusters Score -2162115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2162120.500000 Penalty: 930.335571
	Iteration 15Q: 3 clusters Score -2162120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2162127.000000 Penalty: 930.335571
	Iteration 16Q: 3 clusters Score -2162127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2162133.750000 Penalty: 930.335571
	Iteration 17Q: 3 clusters Score -2162134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2162130.000000 Penalty: 930.335571
	Iteration 18Q: 3 clusters Score -2162130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2162134.250000 Penalty: 930.335571
	Iteration 19Q: 3 clusters Score -2162134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2162134.250000 Penalty: 930.335571
	Iteration 20F: 3 clusters Score -2162134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2162132.250000 Penalty: 930.335571
	Iteration 21Q: 3 clusters Score -2162132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2162138.750000 Penalty: 930.335571
	Iteration 22Q: 3 clusters Score -2162139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2162137.500000 Penalty: 930.335571
	Iteration 23Q: 3 clusters Score -2162138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2162137.500000 Penalty: 930.335571
	Iteration 24Q: 3 clusters Score -2162138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2162138.750000 Penalty: 930.335571
	Iteration 25Q: 3 clusters Score -2162139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2162135.500000 Penalty: 930.335571
	Iteration 26Q: 3 clusters Score -2162136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2162139.500000 Penalty: 930.335571
	Iteration 27Q: 3 clusters Score -2162140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2162138.000000 Penalty: 930.335571
	Iteration 28Q: 3 clusters Score -2162138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2162138.250000 Penalty: 930.335571
	Iteration 29Q: 3 clusters Score -2162138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2162140.500000 Penalty: 930.335571
	Iteration 30Q: 3 clusters Score -2162140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2162142.000000 Penalty: 930.335571
	Iteration 31Q: 3 clusters Score -2162142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2162142.750000 Penalty: 930.335571
	Iteration 32Q: 3 clusters Score -2162143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2162142.250000 Penalty: 930.335571
	Iteration 33Q: 3 clusters Score -2162142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2162142.250000 Penalty: 930.335571
	Iteration 34F: 3 clusters Score -2162142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45554 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Entering Unmasked Estep 
Score: -42145308.000000 Penalty: 36116.187500
Splitting cluster 12 changes total score from -42134616.000000 to -42145308.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -17365.230469 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -17365.23 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 155 members 
Entering Unmasked Estep 
Score: -16979.945312 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -16979.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17076.902344 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -17076.9 nChanged 25
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: -17113.792969 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -17113.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17132.617188 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -17132.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17152.796875 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -17152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17165.126953 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -17165.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17181.121094 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -17181.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17194.333984 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -17194.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -17199.996094 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -17200 nChanged 1
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: -17200.765625 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -17200.77 nChanged 0
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: -17200.765625 Penalty: 526.886414
	Iteration 10F: 3 clusters Score -17200.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -24803.128906 Penalty: 271.808350
	Iteration 0F: 2 clusters Score -24803.13 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 190 members 
Entering Unmasked Estep 
Score: -24387.462891 Penalty: 543.616699
	Iteration 0F: 3 clusters Score -24387.46 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24529.765625 Penalty: 543.616699
	Iteration 1F: 3 clusters Score -24529.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24577.921875 Penalty: 543.616699
	Iteration 2F: 3 clusters Score -24577.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24604.943359 Penalty: 543.616699
	Iteration 3F: 3 clusters Score -24604.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24621.544922 Penalty: 543.616699
	Iteration 4Q: 3 clusters Score -24621.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24626.816406 Penalty: 543.616699
	Iteration 5Q: 3 clusters Score -24626.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24631.363281 Penalty: 543.616699
	Iteration 6Q: 3 clusters Score -24631.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24634.089844 Penalty: 543.616699
	Iteration 7Q: 3 clusters Score -24634.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24636.134766 Penalty: 543.616699
	Iteration 8Q: 3 clusters Score -24636.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24636.134766 Penalty: 543.616699
	Iteration 9F: 3 clusters Score -24636.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -15386.075195 Penalty: 266.795227
	Iteration 0F: 2 clusters Score -15386.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15020.967773 Penalty: 533.590454
	Iteration 0F: 3 clusters Score -15020.97 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15188.386719 Penalty: 533.590454
	Iteration 1F: 3 clusters Score -15188.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15243.616211 Penalty: 533.590454
	Iteration 2F: 3 clusters Score -15243.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15292.448242 Penalty: 533.590454
	Iteration 3F: 3 clusters Score -15292.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -15342.943359 Penalty: 533.590454
	Iteration 4Q: 3 clusters Score -15342.94 nChanged 14
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: -15381.670898 Penalty: 533.590454
	Iteration 5Q: 3 clusters Score -15381.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15406.725586 Penalty: 533.590454
	Iteration 6Q: 3 clusters Score -15406.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15428.641602 Penalty: 533.590454
	Iteration 7Q: 3 clusters Score -15428.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15449.406250 Penalty: 533.590454
	Iteration 8Q: 3 clusters Score -15449.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15466.783203 Penalty: 533.590454
	Iteration 9Q: 3 clusters Score -15466.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15473.577148 Penalty: 533.590454
	Iteration 10Q: 3 clusters Score -15473.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15473.972656 Penalty: 533.590454
	Iteration 11Q: 3 clusters Score -15473.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15474.235352 Penalty: 533.590454
	Iteration 12F: 3 clusters Score -15474.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15480.250000 Penalty: 533.590454
	Iteration 13Q: 3 clusters Score -15480.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15484.470703 Penalty: 533.590454
	Iteration 14Q: 3 clusters Score -15484.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15489.970703 Penalty: 533.590454
	Iteration 15Q: 3 clusters Score -15489.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15492.372070 Penalty: 533.590454
	Iteration 16Q: 3 clusters Score -15492.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15495.633789 Penalty: 533.590454
	Iteration 17Q: 3 clusters Score -15495.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15497.454102 Penalty: 533.590454
	Iteration 18Q: 3 clusters Score -15497.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15497.454102 Penalty: 533.590454
	Iteration 19F: 3 clusters Score -15497.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 45554 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Entering Unmasked Estep 
Score: -42145064.000000 Penalty: 36718.121094
Splitting cluster 15 changes total score from -42134616.000000 to -42145064.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 16 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -416607.593750 Penalty: 394.699280
	Iteration 0F: 2 clusters Score -416607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -412640.031250 Penalty: 789.398560
	Iteration 0F: 3 clusters Score -412640 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -414166.125000 Penalty: 789.398560
	Iteration 1F: 3 clusters Score -414166.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414325.843750 Penalty: 789.398560
	Iteration 2F: 3 clusters Score -414325.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -414463.906250 Penalty: 789.398560
	Iteration 3F: 3 clusters Score -414463.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414585.843750 Penalty: 789.398560
	Iteration 4F: 3 clusters Score -414585.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -414707.531250 Penalty: 789.398560
	Iteration 5Q: 3 clusters Score -414707.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -414817.968750 Penalty: 789.398560
	Iteration 6Q: 3 clusters Score -414818 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -414950.562500 Penalty: 789.398560
	Iteration 7Q: 3 clusters Score -414950.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -415111.656250 Penalty: 789.398560
	Iteration 8Q: 3 clusters Score -415111.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -415296.156250 Penalty: 789.398560
	Iteration 9Q: 3 clusters Score -415296.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -415469.156250 Penalty: 789.398560
	Iteration 10Q: 3 clusters Score -415469.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -415663.468750 Penalty: 789.398560
	Iteration 11Q: 3 clusters Score -415663.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -415841.125000 Penalty: 789.398560
	Iteration 12Q: 3 clusters Score -415841.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -416011.062500 Penalty: 789.398560
	Iteration 13Q: 3 clusters Score -416011.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -416180.218750 Penalty: 789.398560
	Iteration 14Q: 3 clusters Score -416180.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -416282.968750 Penalty: 789.398560
	Iteration 15Q: 3 clusters Score -416283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -416345.000000 Penalty: 789.398560
	Iteration 16Q: 3 clusters Score -416345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -416382.468750 Penalty: 789.398560
	Iteration 17Q: 3 clusters Score -416382.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416401.312500 Penalty: 789.398560
	Iteration 18Q: 3 clusters Score -416401.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -416411.343750 Penalty: 789.398560
	Iteration 19Q: 3 clusters Score -416411.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -416415.750000 Penalty: 789.398560
	Iteration 20F: 3 clusters Score -416415.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -416418.125000 Penalty: 789.398560
	Iteration 21Q: 3 clusters Score -416418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -416419.718750 Penalty: 789.398560
	Iteration 22Q: 3 clusters Score -416419.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -416421.343750 Penalty: 789.398560
	Iteration 23Q: 3 clusters Score -416421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -416422.000000 Penalty: 789.398560
	Iteration 24Q: 3 clusters Score -416422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -416422.687500 Penalty: 789.398560
	Iteration 25Q: 3 clusters Score -416422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -416422.968750 Penalty: 789.398560
	Iteration 26Q: 3 clusters Score -416423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -416423.312500 Penalty: 789.398560
	Iteration 27Q: 3 clusters Score -416423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -416422.812500 Penalty: 789.398560
	Iteration 28Q: 3 clusters Score -416422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -416422.812500 Penalty: 789.398560
	Iteration 29F: 3 clusters Score -416422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Entering Unmasked Estep 
Score: -1921038.375000 Penalty: 458.834137
	Iteration 0F: 2 clusters Score -1921038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1905210.000000 Penalty: 917.668274
	Iteration 0F: 3 clusters Score -1905210 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1911982.250000 Penalty: 917.668274
	Iteration 1F: 3 clusters Score -1911982 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1912456.125000 Penalty: 917.668274
	Iteration 2Q: 3 clusters Score -1912456 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1913163.500000 Penalty: 917.668274
	Iteration 3F: 3 clusters Score -1913164 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1914217.625000 Penalty: 917.668274
	Iteration 4F: 3 clusters Score -1914218 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1915552.750000 Penalty: 917.668274
	Iteration 5F: 3 clusters Score -1915553 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1916476.875000 Penalty: 917.668274
	Iteration 6F: 3 clusters Score -1916477 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1916824.500000 Penalty: 917.668274
	Iteration 7Q: 3 clusters Score -1916824 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1916964.875000 Penalty: 917.668274
	Iteration 8Q: 3 clusters Score -1916965 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1917067.625000 Penalty: 917.668274
	Iteration 9Q: 3 clusters Score -1917068 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1917159.375000 Penalty: 917.668274
	Iteration 10Q: 3 clusters Score -1917159 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1917263.000000 Penalty: 917.668274
	Iteration 11Q: 3 clusters Score -1917263 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1917382.625000 Penalty: 917.668274
	Iteration 12Q: 3 clusters Score -1917383 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1917521.125000 Penalty: 917.668274
	Iteration 13Q: 3 clusters Score -1917521 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1917656.375000 Penalty: 917.668274
	Iteration 14Q: 3 clusters Score -1917656 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1917825.375000 Penalty: 917.668274
	Iteration 15Q: 3 clusters Score -1917825 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1918017.250000 Penalty: 917.668274
	Iteration 16Q: 3 clusters Score -1918017 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1918249.750000 Penalty: 917.668274
	Iteration 17Q: 3 clusters Score -1918250 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1918545.000000 Penalty: 917.668274
	Iteration 18Q: 3 clusters Score -1918545 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1918895.500000 Penalty: 917.668274
	Iteration 19Q: 3 clusters Score -1918896 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1919247.500000 Penalty: 917.668274
	Iteration 20F: 3 clusters Score -1919248 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1919572.625000 Penalty: 917.668274
	Iteration 21Q: 3 clusters Score -1919573 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1919838.625000 Penalty: 917.668274
	Iteration 22Q: 3 clusters Score -1919839 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1920020.000000 Penalty: 917.668274
	Iteration 23Q: 3 clusters Score -1920020 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1920148.250000 Penalty: 917.668274
	Iteration 24Q: 3 clusters Score -1920148 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1920220.750000 Penalty: 917.668274
	Iteration 25Q: 3 clusters Score -1920221 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -1920253.375000 Penalty: 917.668274
	Iteration 26Q: 3 clusters Score -1920253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1920255.250000 Penalty: 917.668274
	Iteration 27Q: 3 clusters Score -1920255 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1920272.125000 Penalty: 917.668274
	Iteration 28Q: 3 clusters Score -1920272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1920276.000000 Penalty: 917.668274
	Iteration 29Q: 3 clusters Score -1920276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1920275.375000 Penalty: 917.668274
	Iteration 30Q: 3 clusters Score -1920275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1920269.750000 Penalty: 917.668274
	Iteration 31Q: 3 clusters Score -1920270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1920271.125000 Penalty: 917.668274
	Iteration 32Q: 3 clusters Score -1920271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1920274.000000 Penalty: 917.668274
	Iteration 33Q: 3 clusters Score -1920274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1920275.625000 Penalty: 917.668274
	Iteration 34Q: 3 clusters Score -1920276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1920276.625000 Penalty: 917.668274
	Iteration 35Q: 3 clusters Score -1920277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1920276.625000 Penalty: 917.668274
	Iteration 36Q: 3 clusters Score -1920277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1920274.125000 Penalty: 917.668274
	Iteration 37Q: 3 clusters Score -1920274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1920270.375000 Penalty: 917.668274
	Iteration 38Q: 3 clusters Score -1920270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1920265.875000 Penalty: 917.668274
	Iteration 39Q: 3 clusters Score -1920266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1920264.250000 Penalty: 917.668274
	Iteration 40F: 3 clusters Score -1920264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1920265.625000 Penalty: 917.668274
	Iteration 41Q: 3 clusters Score -1920266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1920267.375000 Penalty: 917.668274
	Iteration 42Q: 3 clusters Score -1920267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1920266.500000 Penalty: 917.668274
	Iteration 43Q: 3 clusters Score -1920266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1920266.000000 Penalty: 917.668274
	Iteration 44Q: 3 clusters Score -1920266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1920263.250000 Penalty: 917.668274
	Iteration 45Q: 3 clusters Score -1920263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1920262.625000 Penalty: 917.668274
	Iteration 46Q: 3 clusters Score -1920263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1920261.875000 Penalty: 917.668274
	Iteration 47Q: 3 clusters Score -1920262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1920259.375000 Penalty: 917.668274
	Iteration 48Q: 3 clusters Score -1920259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1920257.500000 Penalty: 917.668274
	Iteration 49Q: 3 clusters Score -1920258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1920256.750000 Penalty: 917.668274
	Iteration 50Q: 3 clusters Score -1920257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1920258.000000 Penalty: 917.668274
	Iteration 51Q: 3 clusters Score -1920258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1920257.000000 Penalty: 917.668274
	Iteration 52Q: 3 clusters Score -1920257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1920260.375000 Penalty: 917.668274
	Iteration 53Q: 3 clusters Score -1920260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1920255.125000 Penalty: 917.668274
	Iteration 54Q: 3 clusters Score -1920255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1920258.000000 Penalty: 917.668274
	Iteration 55Q: 3 clusters Score -1920258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1920257.500000 Penalty: 917.668274
	Iteration 56Q: 3 clusters Score -1920258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1920256.500000 Penalty: 917.668274
	Iteration 57Q: 3 clusters Score -1920256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1920254.250000 Penalty: 917.668274
	Iteration 58Q: 3 clusters Score -1920254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1920250.875000 Penalty: 917.668274
	Iteration 59Q: 3 clusters Score -1920251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1920250.000000 Penalty: 917.668274
	Iteration 60F: 3 clusters Score -1920250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1920246.250000 Penalty: 917.668274
	Iteration 61Q: 3 clusters Score -1920246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -1920244.875000 Penalty: 917.668274
	Iteration 62Q: 3 clusters Score -1920245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1920245.250000 Penalty: 917.668274
	Iteration 63Q: 3 clusters Score -1920245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1920246.625000 Penalty: 917.668274
	Iteration 64Q: 3 clusters Score -1920247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1920247.500000 Penalty: 917.668274
	Iteration 65Q: 3 clusters Score -1920248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1920248.125000 Penalty: 917.668274
	Iteration 66Q: 3 clusters Score -1920248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1920245.250000 Penalty: 917.668274
	Iteration 67Q: 3 clusters Score -1920245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1920244.500000 Penalty: 917.668274
	Iteration 68Q: 3 clusters Score -1920244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1920247.375000 Penalty: 917.668274
	Iteration 69Q: 3 clusters Score -1920247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1920247.375000 Penalty: 917.668274
	Iteration 70F: 3 clusters Score -1920247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Entering Unmasked Estep 
Score: -2146168.750000 Penalty: 465.449402
	Iteration 0F: 2 clusters Score -2146169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2127955.250000 Penalty: 930.898804
	Iteration 0F: 3 clusters Score -2127955 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2136640.750000 Penalty: 930.898804
	Iteration 1F: 3 clusters Score -2136641 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2137776.750000 Penalty: 930.898804
	Iteration 2F: 3 clusters Score -2137777 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2139250.250000 Penalty: 930.898804
	Iteration 3F: 3 clusters Score -2139250 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2140774.000000 Penalty: 930.898804
	Iteration 4F: 3 clusters Score -2140774 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2141695.750000 Penalty: 930.898804
	Iteration 5F: 3 clusters Score -2141696 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2142120.750000 Penalty: 930.898804
	Iteration 6Q: 3 clusters Score -2142121 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2142324.500000 Penalty: 930.898804
	Iteration 7Q: 3 clusters Score -2142324 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2142467.750000 Penalty: 930.898804
	Iteration 8Q: 3 clusters Score -2142468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2142597.750000 Penalty: 930.898804
	Iteration 9Q: 3 clusters Score -2142598 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2142714.750000 Penalty: 930.898804
	Iteration 10Q: 3 clusters Score -2142715 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2142834.750000 Penalty: 930.898804
	Iteration 11Q: 3 clusters Score -2142835 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2142955.500000 Penalty: 930.898804
	Iteration 12Q: 3 clusters Score -2142956 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2143087.500000 Penalty: 930.898804
	Iteration 13Q: 3 clusters Score -2143088 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2143216.000000 Penalty: 930.898804
	Iteration 14Q: 3 clusters Score -2143216 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2143345.000000 Penalty: 930.898804
	Iteration 15Q: 3 clusters Score -2143345 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2143489.750000 Penalty: 930.898804
	Iteration 16Q: 3 clusters Score -2143490 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2143621.500000 Penalty: 930.898804
	Iteration 17Q: 3 clusters Score -2143622 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2143753.250000 Penalty: 930.898804
	Iteration 18Q: 3 clusters Score -2143753 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -2143948.250000 Penalty: 930.898804
	Iteration 19Q: 3 clusters Score -2143948 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2144136.500000 Penalty: 930.898804
	Iteration 20F: 3 clusters Score -2144136 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2144325.250000 Penalty: 930.898804
	Iteration 21Q: 3 clusters Score -2144325 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2144519.750000 Penalty: 930.898804
	Iteration 22Q: 3 clusters Score -2144520 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -2144726.000000 Penalty: 930.898804
	Iteration 23Q: 3 clusters Score -2144726 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2144902.000000 Penalty: 930.898804
	Iteration 24Q: 3 clusters Score -2144902 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2145040.500000 Penalty: 930.898804
	Iteration 25Q: 3 clusters Score -2145040 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -2145174.500000 Penalty: 930.898804
	Iteration 26Q: 3 clusters Score -2145174 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2145281.750000 Penalty: 930.898804
	Iteration 27Q: 3 clusters Score -2145282 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -2145386.250000 Penalty: 930.898804
	Iteration 28Q: 3 clusters Score -2145386 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2145472.750000 Penalty: 930.898804
	Iteration 29Q: 3 clusters Score -2145473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -2145538.750000 Penalty: 930.898804
	Iteration 30Q: 3 clusters Score -2145539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -2145595.000000 Penalty: 930.898804
	Iteration 31Q: 3 clusters Score -2145595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -2145637.500000 Penalty: 930.898804
	Iteration 32Q: 3 clusters Score -2145638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2145663.750000 Penalty: 930.898804
	Iteration 33Q: 3 clusters Score -2145664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -2145687.500000 Penalty: 930.898804
	Iteration 34Q: 3 clusters Score -2145688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -2145706.750000 Penalty: 930.898804
	Iteration 35Q: 3 clusters Score -2145707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2145718.500000 Penalty: 930.898804
	Iteration 36Q: 3 clusters Score -2145718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2145725.250000 Penalty: 930.898804
	Iteration 37Q: 3 clusters Score -2145725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -2145735.750000 Penalty: 930.898804
	Iteration 38Q: 3 clusters Score -2145736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2145749.500000 Penalty: 930.898804
	Iteration 39Q: 3 clusters Score -2145750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2145754.000000 Penalty: 930.898804
	Iteration 40F: 3 clusters Score -2145754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2145758.500000 Penalty: 930.898804
	Iteration 41Q: 3 clusters Score -2145758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2145761.750000 Penalty: 930.898804
	Iteration 42Q: 3 clusters Score -2145762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2145769.250000 Penalty: 930.898804
	Iteration 43Q: 3 clusters Score -2145769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2145774.000000 Penalty: 930.898804
	Iteration 44Q: 3 clusters Score -2145774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -2145778.250000 Penalty: 930.898804
	Iteration 45Q: 3 clusters Score -2145778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2145779.750000 Penalty: 930.898804
	Iteration 46Q: 3 clusters Score -2145780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2145779.250000 Penalty: 930.898804
	Iteration 47Q: 3 clusters Score -2145779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -2145779.500000 Penalty: 930.898804
	Iteration 48Q: 3 clusters Score -2145780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2145779.500000 Penalty: 930.898804
	Iteration 49Q: 3 clusters Score -2145780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -2145779.750000 Penalty: 930.898804
	Iteration 50Q: 3 clusters Score -2145780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2145780.000000 Penalty: 930.898804
	Iteration 51Q: 3 clusters Score -2145780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2145780.000000 Penalty: 930.898804
	Iteration 52F: 3 clusters Score -2145780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Entering Unmasked Estep 
Score: -1625771.500000 Penalty: 450.876343
	Iteration 0F: 2 clusters Score -1625772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1612466.500000 Penalty: 901.752686
	Iteration 0F: 3 clusters Score -1612466 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1618930.500000 Penalty: 901.752686
	Iteration 1F: 3 clusters Score -1618930 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1620355.375000 Penalty: 901.752686
	Iteration 2F: 3 clusters Score -1620355 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1622131.500000 Penalty: 901.752686
	Iteration 3F: 3 clusters Score -1622132 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1623724.125000 Penalty: 901.752686
	Iteration 4F: 3 clusters Score -1623724 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1624680.375000 Penalty: 901.752686
	Iteration 5Q: 3 clusters Score -1624680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1625108.250000 Penalty: 901.752686
	Iteration 6Q: 3 clusters Score -1625108 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1625314.000000 Penalty: 901.752686
	Iteration 7Q: 3 clusters Score -1625314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1625404.250000 Penalty: 901.752686
	Iteration 8Q: 3 clusters Score -1625404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1625439.625000 Penalty: 901.752686
	Iteration 9Q: 3 clusters Score -1625440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1625451.750000 Penalty: 901.752686
	Iteration 10Q: 3 clusters Score -1625452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1625465.000000 Penalty: 901.752686
	Iteration 11Q: 3 clusters Score -1625465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1625471.750000 Penalty: 901.752686
	Iteration 12Q: 3 clusters Score -1625472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1625483.250000 Penalty: 901.752686
	Iteration 13Q: 3 clusters Score -1625483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1625492.500000 Penalty: 901.752686
	Iteration 14Q: 3 clusters Score -1625492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1625499.000000 Penalty: 901.752686
	Iteration 15Q: 3 clusters Score -1625499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1625504.250000 Penalty: 901.752686
	Iteration 16Q: 3 clusters Score -1625504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1625508.875000 Penalty: 901.752686
	Iteration 17Q: 3 clusters Score -1625509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1625509.500000 Penalty: 901.752686
	Iteration 18Q: 3 clusters Score -1625510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1625508.625000 Penalty: 901.752686
	Iteration 19Q: 3 clusters Score -1625509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1625511.875000 Penalty: 901.752686
	Iteration 20F: 3 clusters Score -1625512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1625514.000000 Penalty: 901.752686
	Iteration 21Q: 3 clusters Score -1625514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1625519.875000 Penalty: 901.752686
	Iteration 22Q: 3 clusters Score -1625520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1625526.625000 Penalty: 901.752686
	Iteration 23Q: 3 clusters Score -1625527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1625531.750000 Penalty: 901.752686
	Iteration 24Q: 3 clusters Score -1625532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1625534.875000 Penalty: 901.752686
	Iteration 25Q: 3 clusters Score -1625535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1625540.125000 Penalty: 901.752686
	Iteration 26Q: 3 clusters Score -1625540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1625543.250000 Penalty: 901.752686
	Iteration 27Q: 3 clusters Score -1625543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1625547.000000 Penalty: 901.752686
	Iteration 28Q: 3 clusters Score -1625547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1625550.125000 Penalty: 901.752686
	Iteration 29Q: 3 clusters Score -1625550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1625555.500000 Penalty: 901.752686
	Iteration 30Q: 3 clusters Score -1625556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1625560.750000 Penalty: 901.752686
	Iteration 31Q: 3 clusters Score -1625561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1625562.375000 Penalty: 901.752686
	Iteration 32Q: 3 clusters Score -1625562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1625563.875000 Penalty: 901.752686
	Iteration 33Q: 3 clusters Score -1625564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1625569.500000 Penalty: 901.752686
	Iteration 34Q: 3 clusters Score -1625570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1625569.000000 Penalty: 901.752686
	Iteration 35Q: 3 clusters Score -1625569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1625567.000000 Penalty: 901.752686
	Iteration 36Q: 3 clusters Score -1625567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1625569.000000 Penalty: 901.752686
	Iteration 37Q: 3 clusters Score -1625569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1625568.625000 Penalty: 901.752686
	Iteration 38Q: 3 clusters Score -1625569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1625569.875000 Penalty: 901.752686
	Iteration 39Q: 3 clusters Score -1625570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1625568.000000 Penalty: 901.752686
	Iteration 40F: 3 clusters Score -1625568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (88 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Entering Unmasked Estep 
Score: -5307.064453 Penalty: 203.718826
	Iteration 0F: 2 clusters Score -5307.064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -5109.735352 Penalty: 407.437653
	Iteration 0F: 3 clusters Score -5109.735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5166.610352 Penalty: 407.437653
	Iteration 1F: 3 clusters Score -5166.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5174.536621 Penalty: 407.437653
	Iteration 2F: 3 clusters Score -5174.537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5176.960938 Penalty: 407.437653
	Iteration 3Q: 3 clusters Score -5176.961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -5179.494141 Penalty: 407.437653
	Iteration 4Q: 3 clusters Score -5179.494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -5189.562500 Penalty: 407.437653
	Iteration 5Q: 3 clusters Score -5189.562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -5197.072266 Penalty: 407.437653
	Iteration 6Q: 3 clusters Score -5197.072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -5203.387695 Penalty: 407.437653
	Iteration 7Q: 3 clusters Score -5203.388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -5208.098633 Penalty: 407.437653
	Iteration 8Q: 3 clusters Score -5208.099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -5208.098633 Penalty: 407.437653
	Iteration 9F: 3 clusters Score -5208.099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Entering Unmasked Estep 
Score: -747539.500000 Penalty: 418.805786
	Iteration 0F: 2 clusters Score -747539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -740976.375000 Penalty: 837.611572
	Iteration 0F: 3 clusters Score -740976.4 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -743978.937500 Penalty: 837.611572
	Iteration 1F: 3 clusters Score -743978.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -744518.062500 Penalty: 837.611572
	Iteration 2F: 3 clusters Score -744518.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -745108.562500 Penalty: 837.611572
	Iteration 3F: 3 clusters Score -745108.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -745684.187500 Penalty: 837.611572
	Iteration 4F: 3 clusters Score -745684.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -746094.687500 Penalty: 837.611572
	Iteration 5F: 3 clusters Score -746094.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -746293.687500 Penalty: 837.611572
	Iteration 6Q: 3 clusters Score -746293.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -746371.500000 Penalty: 837.611572
	Iteration 7Q: 3 clusters Score -746371.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -746404.375000 Penalty: 837.611572
	Iteration 8Q: 3 clusters Score -746404.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -746431.687500 Penalty: 837.611572
	Iteration 9Q: 3 clusters Score -746431.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -746454.812500 Penalty: 837.611572
	Iteration 10Q: 3 clusters Score -746454.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -746470.062500 Penalty: 837.611572
	Iteration 11Q: 3 clusters Score -746470.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -746482.750000 Penalty: 837.611572
	Iteration 12Q: 3 clusters Score -746482.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -746500.250000 Penalty: 837.611572
	Iteration 13Q: 3 clusters Score -746500.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -746516.875000 Penalty: 837.611572
	Iteration 14Q: 3 clusters Score -746516.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -746529.000000 Penalty: 837.611572
	Iteration 15Q: 3 clusters Score -746529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -746552.500000 Penalty: 837.611572
	Iteration 16Q: 3 clusters Score -746552.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -746586.125000 Penalty: 837.611572
	Iteration 17Q: 3 clusters Score -746586.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -746639.250000 Penalty: 837.611572
	Iteration 18Q: 3 clusters Score -746639.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -746705.375000 Penalty: 837.611572
	Iteration 19Q: 3 clusters Score -746705.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -746820.750000 Penalty: 837.611572
	Iteration 20F: 3 clusters Score -746820.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -746952.062500 Penalty: 837.611572
	Iteration 21Q: 3 clusters Score -746952.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -747031.812500 Penalty: 837.611572
	Iteration 22Q: 3 clusters Score -747031.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -747078.500000 Penalty: 837.611572
	Iteration 23Q: 3 clusters Score -747078.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -747112.687500 Penalty: 837.611572
	Iteration 24Q: 3 clusters Score -747112.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -747136.000000 Penalty: 837.611572
	Iteration 25Q: 3 clusters Score -747136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -747161.375000 Penalty: 837.611572
	Iteration 26Q: 3 clusters Score -747161.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -747177.000000 Penalty: 837.611572
	Iteration 27Q: 3 clusters Score -747177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -747189.437500 Penalty: 837.611572
	Iteration 28Q: 3 clusters Score -747189.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -747206.375000 Penalty: 837.611572
	Iteration 29Q: 3 clusters Score -747206.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -747215.500000 Penalty: 837.611572
	Iteration 30Q: 3 clusters Score -747215.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -747222.187500 Penalty: 837.611572
	Iteration 31Q: 3 clusters Score -747222.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -747226.750000 Penalty: 837.611572
	Iteration 32Q: 3 clusters Score -747226.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -747231.500000 Penalty: 837.611572
	Iteration 33Q: 3 clusters Score -747231.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -747236.000000 Penalty: 837.611572
	Iteration 34Q: 3 clusters Score -747236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -747240.250000 Penalty: 837.611572
	Iteration 35Q: 3 clusters Score -747240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -747244.937500 Penalty: 837.611572
	Iteration 36Q: 3 clusters Score -747244.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -747247.875000 Penalty: 837.611572
	Iteration 37Q: 3 clusters Score -747247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -747254.562500 Penalty: 837.611572
	Iteration 38Q: 3 clusters Score -747254.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -747255.125000 Penalty: 837.611572
	Iteration 39Q: 3 clusters Score -747255.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -747257.812500 Penalty: 837.611572
	Iteration 40F: 3 clusters Score -747257.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -747260.375000 Penalty: 837.611572
	Iteration 41Q: 3 clusters Score -747260.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -747264.000000 Penalty: 837.611572
	Iteration 42Q: 3 clusters Score -747264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -747265.937500 Penalty: 837.611572
	Iteration 43Q: 3 clusters Score -747265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -747266.312500 Penalty: 837.611572
	Iteration 44Q: 3 clusters Score -747266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -747268.125000 Penalty: 837.611572
	Iteration 45Q: 3 clusters Score -747268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -747267.750000 Penalty: 837.611572
	Iteration 46Q: 3 clusters Score -747267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -747267.312500 Penalty: 837.611572
	Iteration 47Q: 3 clusters Score -747267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -747267.000000 Penalty: 837.611572
	Iteration 48Q: 3 clusters Score -747267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -747266.125000 Penalty: 837.611572
	Iteration 49Q: 3 clusters Score -747266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -747268.750000 Penalty: 837.611572
	Iteration 50Q: 3 clusters Score -747268.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -747267.875000 Penalty: 837.611572
	Iteration 51Q: 3 clusters Score -747267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -747269.562500 Penalty: 837.611572
	Iteration 52Q: 3 clusters Score -747269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -747270.312500 Penalty: 837.611572
	Iteration 53Q: 3 clusters Score -747270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -747270.000000 Penalty: 837.611572
	Iteration 54Q: 3 clusters Score -747270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -747270.000000 Penalty: 837.611572
	Iteration 55F: 3 clusters Score -747270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Entering Unmasked Estep 
Score: -6408.174805 Penalty: 224.190048
	Iteration 0F: 2 clusters Score -6408.175 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 75 members 
Entering Unmasked Estep 
Score: -6210.834473 Penalty: 448.380096
	Iteration 0F: 3 clusters Score -6210.834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6286.415039 Penalty: 448.380096
	Iteration 1F: 3 clusters Score -6286.415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6323.468262 Penalty: 448.380096
	Iteration 2F: 3 clusters Score -6323.468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6361.223145 Penalty: 448.380096
	Iteration 3F: 3 clusters Score -6361.223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -6371.626465 Penalty: 448.380096
	Iteration 4Q: 3 clusters Score -6371.626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6377.770020 Penalty: 448.380096
	Iteration 5Q: 3 clusters Score -6377.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -6380.082031 Penalty: 448.380096
	Iteration 6Q: 3 clusters Score -6380.082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6382.596191 Penalty: 448.380096
	Iteration 7Q: 3 clusters Score -6382.596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6382.596191 Penalty: 448.380096
	Iteration 8F: 3 clusters Score -6382.596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Entering Unmasked Estep 
Score: -239200.953125 Penalty: 367.945648
	Iteration 0F: 2 clusters Score -239201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -236973.765625 Penalty: 735.891296
	Iteration 0F: 3 clusters Score -236973.8 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -237702.531250 Penalty: 735.891296
	Iteration 1F: 3 clusters Score -237702.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -237809.750000 Penalty: 735.891296
	Iteration 2F: 3 clusters Score -237809.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -237920.656250 Penalty: 735.891296
	Iteration 3F: 3 clusters Score -237920.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -238003.156250 Penalty: 735.891296
	Iteration 4F: 3 clusters Score -238003.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -238071.156250 Penalty: 735.891296
	Iteration 5Q: 3 clusters Score -238071.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -238136.984375 Penalty: 735.891296
	Iteration 6Q: 3 clusters Score -238137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -238190.765625 Penalty: 735.891296
	Iteration 7Q: 3 clusters Score -238190.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -238243.218750 Penalty: 735.891296
	Iteration 8Q: 3 clusters Score -238243.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -238311.484375 Penalty: 735.891296
	Iteration 9Q: 3 clusters Score -238311.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -238379.281250 Penalty: 735.891296
	Iteration 10Q: 3 clusters Score -238379.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -238454.906250 Penalty: 735.891296
	Iteration 11Q: 3 clusters Score -238454.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -238519.015625 Penalty: 735.891296
	Iteration 12Q: 3 clusters Score -238519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -238582.968750 Penalty: 735.891296
	Iteration 13Q: 3 clusters Score -238583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -238673.296875 Penalty: 735.891296
	Iteration 14Q: 3 clusters Score -238673.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -238738.078125 Penalty: 735.891296
	Iteration 15Q: 3 clusters Score -238738.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -238780.000000 Penalty: 735.891296
	Iteration 16Q: 3 clusters Score -238780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -238811.671875 Penalty: 735.891296
	Iteration 17Q: 3 clusters Score -238811.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -238831.140625 Penalty: 735.891296
	Iteration 18Q: 3 clusters Score -238831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -238841.953125 Penalty: 735.891296
	Iteration 19Q: 3 clusters Score -238842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -238857.203125 Penalty: 735.891296
	Iteration 20F: 3 clusters Score -238857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -238865.765625 Penalty: 735.891296
	Iteration 21Q: 3 clusters Score -238865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -238873.500000 Penalty: 735.891296
	Iteration 22Q: 3 clusters Score -238873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -238876.890625 Penalty: 735.891296
	Iteration 23Q: 3 clusters Score -238876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -238877.500000 Penalty: 735.891296
	Iteration 24Q: 3 clusters Score -238877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -238877.734375 Penalty: 735.891296
	Iteration 25Q: 3 clusters Score -238877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -238877.734375 Penalty: 735.891296
	Iteration 26F: 3 clusters Score -238877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -3153.415771 Penalty: 238.258118
	Iteration 0F: 2 clusters Score -3153.416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2894.517822 Penalty: 476.516235
	Iteration 0F: 3 clusters Score -2894.518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2992.560303 Penalty: 476.516235
	Iteration 1F: 3 clusters Score -2992.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3020.496338 Penalty: 476.516235
	Iteration 2F: 3 clusters Score -3020.496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3044.379639 Penalty: 476.516235
	Iteration 3Q: 3 clusters Score -3044.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3055.466553 Penalty: 476.516235
	Iteration 4Q: 3 clusters Score -3055.467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3078.231934 Penalty: 476.516235
	Iteration 5Q: 3 clusters Score -3078.232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3088.029297 Penalty: 476.516235
	Iteration 6Q: 3 clusters Score -3088.029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3091.160156 Penalty: 476.516235
	Iteration 7Q: 3 clusters Score -3091.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3091.937256 Penalty: 476.516235
	Iteration 8Q: 3 clusters Score -3091.937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3091.937256 Penalty: 476.516235
	Iteration 9F: 3 clusters Score -3091.937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Entering Unmasked Estep 
Score: -3635865.750000 Penalty: 488.062744
	Iteration 0F: 2 clusters Score -3635866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3607882.000000 Penalty: 976.125488
	Iteration 0F: 3 clusters Score -3607882 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3621019.250000 Penalty: 976.125488
	Iteration 1F: 3 clusters Score -3621019 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3621658.000000 Penalty: 976.125488
	Iteration 2F: 3 clusters Score -3621658 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3622778.250000 Penalty: 976.125488
	Iteration 3F: 3 clusters Score -3622778 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3624625.500000 Penalty: 976.125488
	Iteration 4F: 3 clusters Score -3624626 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3627180.750000 Penalty: 976.125488
	Iteration 5F: 3 clusters Score -3627181 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3629510.750000 Penalty: 976.125488
	Iteration 6F: 3 clusters Score -3629511 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3630619.750000 Penalty: 976.125488
	Iteration 7F: 3 clusters Score -3630620 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3631050.000000 Penalty: 976.125488
	Iteration 8Q: 3 clusters Score -3631050 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3631251.250000 Penalty: 976.125488
	Iteration 9Q: 3 clusters Score -3631251 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3631378.500000 Penalty: 976.125488
	Iteration 10Q: 3 clusters Score -3631378 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3631415.250000 Penalty: 976.125488
	Iteration 11Q: 3 clusters Score -3631415 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3631452.000000 Penalty: 976.125488
	Iteration 12Q: 3 clusters Score -3631452 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3631498.750000 Penalty: 976.125488
	Iteration 13Q: 3 clusters Score -3631499 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3631655.000000 Penalty: 976.125488
	Iteration 14Q: 3 clusters Score -3631655 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3631658.750000 Penalty: 976.125488
	Iteration 15Q: 3 clusters Score -3631659 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3631729.000000 Penalty: 976.125488
	Iteration 16Q: 3 clusters Score -3631729 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -3631733.500000 Penalty: 976.125488
	Iteration 17Q: 3 clusters Score -3631734 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3631835.500000 Penalty: 976.125488
	Iteration 18Q: 3 clusters Score -3631836 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3631949.250000 Penalty: 976.125488
	Iteration 19Q: 3 clusters Score -3631949 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3632511.250000 Penalty: 976.125488
	Iteration 20F: 3 clusters Score -3632511 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3632670.750000 Penalty: 976.125488
	Iteration 21Q: 3 clusters Score -3632671 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3632689.250000 Penalty: 976.125488
	Iteration 22Q: 3 clusters Score -3632689 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3632781.250000 Penalty: 976.125488
	Iteration 23Q: 3 clusters Score -3632781 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3632903.000000 Penalty: 976.125488
	Iteration 24Q: 3 clusters Score -3632903 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3633028.000000 Penalty: 976.125488
	Iteration 25Q: 3 clusters Score -3633028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3633129.250000 Penalty: 976.125488
	Iteration 26Q: 3 clusters Score -3633129 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3633262.000000 Penalty: 976.125488
	Iteration 27Q: 3 clusters Score -3633262 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3633418.000000 Penalty: 976.125488
	Iteration 28Q: 3 clusters Score -3633418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3633591.250000 Penalty: 976.125488
	Iteration 29Q: 3 clusters Score -3633591 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3633747.250000 Penalty: 976.125488
	Iteration 30Q: 3 clusters Score -3633747 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3633903.000000 Penalty: 976.125488
	Iteration 31Q: 3 clusters Score -3633903 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3634069.750000 Penalty: 976.125488
	Iteration 32Q: 3 clusters Score -3634070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3634240.000000 Penalty: 976.125488
	Iteration 33Q: 3 clusters Score -3634240 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3634428.750000 Penalty: 976.125488
	Iteration 34Q: 3 clusters Score -3634429 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3634623.000000 Penalty: 976.125488
	Iteration 35Q: 3 clusters Score -3634623 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3634792.000000 Penalty: 976.125488
	Iteration 36Q: 3 clusters Score -3634792 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3634986.250000 Penalty: 976.125488
	Iteration 37Q: 3 clusters Score -3634986 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3635191.250000 Penalty: 976.125488
	Iteration 38Q: 3 clusters Score -3635191 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3635374.500000 Penalty: 976.125488
	Iteration 39Q: 3 clusters Score -3635374 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3635576.500000 Penalty: 976.125488
	Iteration 40F: 3 clusters Score -3635576 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3635737.000000 Penalty: 976.125488
	Iteration 41Q: 3 clusters Score -3635737 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3635899.250000 Penalty: 976.125488
	Iteration 42Q: 3 clusters Score -3635899 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3636126.250000 Penalty: 976.125488
	Iteration 43Q: 3 clusters Score -3636126 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3636276.000000 Penalty: 976.125488
	Iteration 44Q: 3 clusters Score -3636276 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3636468.250000 Penalty: 976.125488
	Iteration 45Q: 3 clusters Score -3636468 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3636633.000000 Penalty: 976.125488
	Iteration 46Q: 3 clusters Score -3636633 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3636763.000000 Penalty: 976.125488
	Iteration 47Q: 3 clusters Score -3636763 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3636932.000000 Penalty: 976.125488
	Iteration 48Q: 3 clusters Score -3636932 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3637061.500000 Penalty: 976.125488
	Iteration 49Q: 3 clusters Score -3637062 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3637194.000000 Penalty: 976.125488
	Iteration 50Q: 3 clusters Score -3637194 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3637286.250000 Penalty: 976.125488
	Iteration 51Q: 3 clusters Score -3637286 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3637405.000000 Penalty: 976.125488
	Iteration 52Q: 3 clusters Score -3637405 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3637501.250000 Penalty: 976.125488
	Iteration 53Q: 3 clusters Score -3637501 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -3637513.500000 Penalty: 976.125488
	Iteration 54Q: 3 clusters Score -3637514 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3637557.500000 Penalty: 976.125488
	Iteration 55Q: 3 clusters Score -3637558 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3637614.500000 Penalty: 976.125488
	Iteration 56Q: 3 clusters Score -3637614 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3637673.000000 Penalty: 976.125488
	Iteration 57Q: 3 clusters Score -3637673 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3637686.000000 Penalty: 976.125488
	Iteration 58Q: 3 clusters Score -3637686 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3637701.500000 Penalty: 976.125488
	Iteration 59Q: 3 clusters Score -3637702 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3637659.750000 Penalty: 976.125488
	Iteration 60F: 3 clusters Score -3637660 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3637662.250000 Penalty: 976.125488
	Iteration 61Q: 3 clusters Score -3637662 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3637670.750000 Penalty: 976.125488
	Iteration 62Q: 3 clusters Score -3637671 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3637617.000000 Penalty: 976.125488
	Iteration 63Q: 3 clusters Score -3637617 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3637589.000000 Penalty: 976.125488
	Iteration 64Q: 3 clusters Score -3637589 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3637557.000000 Penalty: 976.125488
	Iteration 65Q: 3 clusters Score -3637557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3637526.500000 Penalty: 976.125488
	Iteration 66Q: 3 clusters Score -3637526 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -3637482.250000 Penalty: 976.125488
	Iteration 67Q: 3 clusters Score -3637482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3637449.750000 Penalty: 976.125488
	Iteration 68Q: 3 clusters Score -3637450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3637418.000000 Penalty: 976.125488
	Iteration 69Q: 3 clusters Score -3637418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3637412.750000 Penalty: 976.125488
	Iteration 70Q: 3 clusters Score -3637413 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -3637390.500000 Penalty: 976.125488
	Iteration 71Q: 3 clusters Score -3637390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -3637377.500000 Penalty: 976.125488
	Iteration 72Q: 3 clusters Score -3637378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3637364.750000 Penalty: 976.125488
	Iteration 73Q: 3 clusters Score -3637365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3637350.000000 Penalty: 976.125488
	Iteration 74Q: 3 clusters Score -3637350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3637349.500000 Penalty: 976.125488
	Iteration 75Q: 3 clusters Score -3637350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -3637343.500000 Penalty: 976.125488
	Iteration 76Q: 3 clusters Score -3637344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3637321.000000 Penalty: 976.125488
	Iteration 77Q: 3 clusters Score -3637321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3637315.000000 Penalty: 976.125488
	Iteration 78Q: 3 clusters Score -3637315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3637311.000000 Penalty: 976.125488
	Iteration 79Q: 3 clusters Score -3637311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3637303.000000 Penalty: 976.125488
	Iteration 80F: 3 clusters Score -3637303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -3637305.750000 Penalty: 976.125488
	Iteration 81Q: 3 clusters Score -3637306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3637305.000000 Penalty: 976.125488
	Iteration 82Q: 3 clusters Score -3637305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3637300.750000 Penalty: 976.125488
	Iteration 83Q: 3 clusters Score -3637301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3637301.000000 Penalty: 976.125488
	Iteration 84Q: 3 clusters Score -3637301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3637303.750000 Penalty: 976.125488
	Iteration 85Q: 3 clusters Score -3637304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3637306.500000 Penalty: 976.125488
	Iteration 86Q: 3 clusters Score -3637306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -3637303.000000 Penalty: 976.125488
	Iteration 87Q: 3 clusters Score -3637303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3637308.000000 Penalty: 976.125488
	Iteration 88Q: 3 clusters Score -3637308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3637308.000000 Penalty: 976.125488
	Iteration 89F: 3 clusters Score -3637308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 236 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Entering Unmasked Estep 
Score: -42146468.000000 Penalty: 37320.058594
Splitting cluster 25 changes total score from -42134616.000000 to -42146468.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 26 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -64343.636719 Penalty: 310.459503
	Iteration 0F: 2 clusters Score -64343.64 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 445 members 
Entering Unmasked Estep 
Score: -63580.363281 Penalty: 620.919006
	Iteration 0F: 3 clusters Score -63580.36 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63808.148438 Penalty: 620.919006
	Iteration 1F: 3 clusters Score -63808.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63883.906250 Penalty: 620.919006
	Iteration 2F: 3 clusters Score -63883.91 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -63939.542969 Penalty: 620.919006
	Iteration 3F: 3 clusters Score -63939.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -63989.617188 Penalty: 620.919006
	Iteration 4F: 3 clusters Score -63989.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64032.246094 Penalty: 620.919006
	Iteration 5F: 3 clusters Score -64032.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64052.878906 Penalty: 620.919006
	Iteration 6Q: 3 clusters Score -64052.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64071.964844 Penalty: 620.919006
	Iteration 7Q: 3 clusters Score -64071.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -64087.429688 Penalty: 620.919006
	Iteration 8Q: 3 clusters Score -64087.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64096.589844 Penalty: 620.919006
	Iteration 9Q: 3 clusters Score -64096.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64103.355469 Penalty: 620.919006
	Iteration 10Q: 3 clusters Score -64103.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64107.277344 Penalty: 620.919006
	Iteration 11Q: 3 clusters Score -64107.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -64113.410156 Penalty: 620.919006
	Iteration 12Q: 3 clusters Score -64113.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64119.453125 Penalty: 620.919006
	Iteration 13Q: 3 clusters Score -64119.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -64124.343750 Penalty: 620.919006
	Iteration 14Q: 3 clusters Score -64124.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -64128.308594 Penalty: 620.919006
	Iteration 15Q: 3 clusters Score -64128.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -64130.695312 Penalty: 620.919006
	Iteration 16Q: 3 clusters Score -64130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64131.968750 Penalty: 620.919006
	Iteration 17Q: 3 clusters Score -64131.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -64132.761719 Penalty: 620.919006
	Iteration 18Q: 3 clusters Score -64132.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64133.292969 Penalty: 620.919006
	Iteration 19Q: 3 clusters Score -64133.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64134.367188 Penalty: 620.919006
	Iteration 20F: 3 clusters Score -64134.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64134.609375 Penalty: 620.919006
	Iteration 21Q: 3 clusters Score -64134.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64134.765625 Penalty: 620.919006
	Iteration 22Q: 3 clusters Score -64134.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64134.765625 Penalty: 620.919006
	Iteration 23F: 3 clusters Score -64134.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -56116.203125 Penalty: 306.477997
	Iteration 0F: 2 clusters Score -56116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55429.277344 Penalty: 612.955994
	Iteration 0F: 3 clusters Score -55429.28 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -55707.621094 Penalty: 612.955994
	Iteration 1F: 3 clusters Score -55707.62 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55775.242188 Penalty: 612.955994
	Iteration 2F: 3 clusters Score -55775.24 nChanged 37
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: -55807.757812 Penalty: 612.955994
	Iteration 3Q: 3 clusters Score -55807.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55838.398438 Penalty: 612.955994
	Iteration 4Q: 3 clusters Score -55838.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55855.226562 Penalty: 612.955994
	Iteration 5Q: 3 clusters Score -55855.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55867.402344 Penalty: 612.955994
	Iteration 6Q: 3 clusters Score -55867.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55880.031250 Penalty: 612.955994
	Iteration 7Q: 3 clusters Score -55880.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55890.027344 Penalty: 612.955994
	Iteration 8Q: 3 clusters Score -55890.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55896.011719 Penalty: 612.955994
	Iteration 9Q: 3 clusters Score -55896.01 nChanged 7
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: -55899.351562 Penalty: 612.955994
	Iteration 10Q: 3 clusters Score -55899.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55900.941406 Penalty: 612.955994
	Iteration 11Q: 3 clusters Score -55900.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55901.984375 Penalty: 612.955994
	Iteration 12Q: 3 clusters Score -55901.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55902.605469 Penalty: 612.955994
	Iteration 13Q: 3 clusters Score -55902.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55902.605469 Penalty: 612.955994
	Iteration 14F: 3 clusters Score -55902.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -29864.806641 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -29864.81 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 222 members 
Entering Unmasked Estep 
Score: -29406.984375 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -29406.98 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29589.259766 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -29589.26 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29642.050781 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -29642.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29668.408203 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -29668.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29680.666016 Penalty: 556.947083
	Iteration 4Q: 3 clusters Score -29680.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29685.373047 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -29685.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29690.347656 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -29690.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29695.431641 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -29695.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29700.658203 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -29700.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29700.658203 Penalty: 556.947083
	Iteration 9F: 3 clusters Score -29700.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Entering Unmasked Estep 
Score: -493402.218750 Penalty: 398.264038
	Iteration 0F: 2 clusters Score -493402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -489092.375000 Penalty: 796.528076
	Iteration 0F: 3 clusters Score -489092.4 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -490786.093750 Penalty: 796.528076
	Iteration 1F: 3 clusters Score -490786.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -490914.687500 Penalty: 796.528076
	Iteration 2Q: 3 clusters Score -490914.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -491069.062500 Penalty: 796.528076
	Iteration 3Q: 3 clusters Score -491069.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -491288.031250 Penalty: 796.528076
	Iteration 4F: 3 clusters Score -491288 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -491634.531250 Penalty: 796.528076
	Iteration 5F: 3 clusters Score -491634.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -492011.750000 Penalty: 796.528076
	Iteration 6F: 3 clusters Score -492011.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -492287.437500 Penalty: 796.528076
	Iteration 7F: 3 clusters Score -492287.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -492433.031250 Penalty: 796.528076
	Iteration 8Q: 3 clusters Score -492433 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -492510.218750 Penalty: 796.528076
	Iteration 9Q: 3 clusters Score -492510.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -492576.156250 Penalty: 796.528076
	Iteration 10Q: 3 clusters Score -492576.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -492645.781250 Penalty: 796.528076
	Iteration 11Q: 3 clusters Score -492645.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -492693.843750 Penalty: 796.528076
	Iteration 12Q: 3 clusters Score -492693.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -492727.656250 Penalty: 796.528076
	Iteration 13Q: 3 clusters Score -492727.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -492745.093750 Penalty: 796.528076
	Iteration 14Q: 3 clusters Score -492745.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -492760.406250 Penalty: 796.528076
	Iteration 15Q: 3 clusters Score -492760.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -492768.531250 Penalty: 796.528076
	Iteration 16Q: 3 clusters Score -492768.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -492773.968750 Penalty: 796.528076
	Iteration 17Q: 3 clusters Score -492774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -492776.781250 Penalty: 796.528076
	Iteration 18Q: 3 clusters Score -492776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -492776.343750 Penalty: 796.528076
	Iteration 19Q: 3 clusters Score -492776.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -492778.812500 Penalty: 796.528076
	Iteration 20F: 3 clusters Score -492778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -492779.156250 Penalty: 796.528076
	Iteration 21Q: 3 clusters Score -492779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -492779.375000 Penalty: 796.528076
	Iteration 22Q: 3 clusters Score -492779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -492779.375000 Penalty: 796.528076
	Iteration 23Q: 3 clusters Score -492779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -492779.343750 Penalty: 796.528076
	Iteration 24Q: 3 clusters Score -492779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -492778.656250 Penalty: 796.528076
	Iteration 25Q: 3 clusters Score -492778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -492780.093750 Penalty: 796.528076
	Iteration 26Q: 3 clusters Score -492780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -492779.531250 Penalty: 796.528076
	Iteration 27Q: 3 clusters Score -492779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -492780.062500 Penalty: 796.528076
	Iteration 28Q: 3 clusters Score -492780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -492780.062500 Penalty: 796.528076
	Iteration 29F: 3 clusters Score -492780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -13985.955078 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -13985.96 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 108 members 
Entering Unmasked Estep 
Score: -13688.871094 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -13688.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13804.874023 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -13804.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13930.085938 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -13930.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14003.316406 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -14003.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14009.782227 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -14009.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14009.782227 Penalty: 497.208710
	Iteration 5F: 3 clusters Score -14009.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 47052 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Entering Unmasked Estep 
Score: -42146140.000000 Penalty: 37921.996094
Splitting cluster 30 changes total score from -42134616.000000 to -42146140.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 31 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -18691.728516 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -18691.73 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 171 members 
Entering Unmasked Estep 
Score: -18356.621094 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -18356.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18482.626953 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -18482.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18528.496094 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -18528.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18559.320312 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -18559.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18579.248047 Penalty: 521.734070
	Iteration 4Q: 3 clusters Score -18579.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18594.408203 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -18594.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18619.460938 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -18619.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18639.699219 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -18639.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18647.230469 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -18647.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18649.453125 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -18649.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18652.048828 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -18652.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18653.531250 Penalty: 521.734070
	Iteration 11Q: 3 clusters Score -18653.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18654.599609 Penalty: 521.734070
	Iteration 12Q: 3 clusters Score -18654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18655.390625 Penalty: 521.734070
	Iteration 13Q: 3 clusters Score -18655.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18655.390625 Penalty: 521.734070
	Iteration 14F: 3 clusters Score -18655.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -7805.335938 Penalty: 232.595428
	Iteration 0F: 2 clusters Score -7805.336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7539.893555 Penalty: 465.190857
	Iteration 0F: 3 clusters Score -7539.894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -7609.686523 Penalty: 465.190857
	Iteration 1F: 3 clusters Score -7609.687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7636.734863 Penalty: 465.190857
	Iteration 2F: 3 clusters Score -7636.735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7642.318359 Penalty: 465.190857
	Iteration 3Q: 3 clusters Score -7642.318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -7646.065430 Penalty: 465.190857
	Iteration 4Q: 3 clusters Score -7646.065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -7646.638672 Penalty: 465.190857
	Iteration 5Q: 3 clusters Score -7646.639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7646.956055 Penalty: 465.190857
	Iteration 6Q: 3 clusters Score -7646.956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -7646.956055 Penalty: 465.190857
	Iteration 7F: 3 clusters Score -7646.956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -135888.640625 Penalty: 339.321228
	Iteration 0F: 2 clusters Score -135888.6 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 857 members 
Entering Unmasked Estep 
Score: -134639.250000 Penalty: 678.642456
	Iteration 0F: 3 clusters Score -134639.2 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -135032.968750 Penalty: 678.642456
	Iteration 1F: 3 clusters Score -135033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -135082.640625 Penalty: 678.642456
	Iteration 2F: 3 clusters Score -135082.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -135116.000000 Penalty: 678.642456
	Iteration 3Q: 3 clusters Score -135116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -135144.281250 Penalty: 678.642456
	Iteration 4Q: 3 clusters Score -135144.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135167.484375 Penalty: 678.642456
	Iteration 5Q: 3 clusters Score -135167.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -135192.281250 Penalty: 678.642456
	Iteration 6Q: 3 clusters Score -135192.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -135220.468750 Penalty: 678.642456
	Iteration 7Q: 3 clusters Score -135220.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135265.875000 Penalty: 678.642456
	Iteration 8Q: 3 clusters Score -135265.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135324.703125 Penalty: 678.642456
	Iteration 9Q: 3 clusters Score -135324.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135377.796875 Penalty: 678.642456
	Iteration 10Q: 3 clusters Score -135377.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135415.921875 Penalty: 678.642456
	Iteration 11Q: 3 clusters Score -135415.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135437.140625 Penalty: 678.642456
	Iteration 12Q: 3 clusters Score -135437.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135453.109375 Penalty: 678.642456
	Iteration 13Q: 3 clusters Score -135453.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -135464.187500 Penalty: 678.642456
	Iteration 14Q: 3 clusters Score -135464.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135470.687500 Penalty: 678.642456
	Iteration 15Q: 3 clusters Score -135470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -135474.546875 Penalty: 678.642456
	Iteration 16Q: 3 clusters Score -135474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135476.687500 Penalty: 678.642456
	Iteration 17Q: 3 clusters Score -135476.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135479.796875 Penalty: 678.642456
	Iteration 18Q: 3 clusters Score -135479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -135482.265625 Penalty: 678.642456
	Iteration 19Q: 3 clusters Score -135482.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -135485.812500 Penalty: 678.642456
	Iteration 20F: 3 clusters Score -135485.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135490.750000 Penalty: 678.642456
	Iteration 21Q: 3 clusters Score -135490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -135497.390625 Penalty: 678.642456
	Iteration 22Q: 3 clusters Score -135497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -135505.671875 Penalty: 678.642456
	Iteration 23Q: 3 clusters Score -135505.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -135509.921875 Penalty: 678.642456
	Iteration 24Q: 3 clusters Score -135509.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -135515.687500 Penalty: 678.642456
	Iteration 25Q: 3 clusters Score -135515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -135520.765625 Penalty: 678.642456
	Iteration 26Q: 3 clusters Score -135520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135522.265625 Penalty: 678.642456
	Iteration 27Q: 3 clusters Score -135522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135523.484375 Penalty: 678.642456
	Iteration 28Q: 3 clusters Score -135523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -135524.640625 Penalty: 678.642456
	Iteration 29Q: 3 clusters Score -135524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135525.187500 Penalty: 678.642456
	Iteration 30Q: 3 clusters Score -135525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135526.078125 Penalty: 678.642456
	Iteration 31Q: 3 clusters Score -135526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135526.546875 Penalty: 678.642456
	Iteration 32Q: 3 clusters Score -135526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135527.140625 Penalty: 678.642456
	Iteration 33Q: 3 clusters Score -135527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135527.328125 Penalty: 678.642456
	Iteration 34Q: 3 clusters Score -135527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135527.609375 Penalty: 678.642456
	Iteration 35Q: 3 clusters Score -135527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135527.906250 Penalty: 678.642456
	Iteration 36Q: 3 clusters Score -135527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135527.921875 Penalty: 678.642456
	Iteration 37Q: 3 clusters Score -135527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135528.093750 Penalty: 678.642456
	Iteration 38Q: 3 clusters Score -135528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135528.187500 Penalty: 678.642456
	Iteration 39Q: 3 clusters Score -135528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135529.046875 Penalty: 678.642456
	Iteration 40F: 3 clusters Score -135529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -135531.890625 Penalty: 678.642456
	Iteration 41Q: 3 clusters Score -135531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135538.046875 Penalty: 678.642456
	Iteration 42Q: 3 clusters Score -135538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135544.421875 Penalty: 678.642456
	Iteration 43Q: 3 clusters Score -135544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135549.437500 Penalty: 678.642456
	Iteration 44Q: 3 clusters Score -135549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135552.578125 Penalty: 678.642456
	Iteration 45Q: 3 clusters Score -135552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -135555.843750 Penalty: 678.642456
	Iteration 46Q: 3 clusters Score -135555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135560.843750 Penalty: 678.642456
	Iteration 47Q: 3 clusters Score -135560.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135565.328125 Penalty: 678.642456
	Iteration 48Q: 3 clusters Score -135565.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135572.375000 Penalty: 678.642456
	Iteration 49Q: 3 clusters Score -135572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135578.890625 Penalty: 678.642456
	Iteration 50Q: 3 clusters Score -135578.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135583.187500 Penalty: 678.642456
	Iteration 51Q: 3 clusters Score -135583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135585.562500 Penalty: 678.642456
	Iteration 52Q: 3 clusters Score -135585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135586.578125 Penalty: 678.642456
	Iteration 53Q: 3 clusters Score -135586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -135587.312500 Penalty: 678.642456
	Iteration 54Q: 3 clusters Score -135587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -135587.500000 Penalty: 678.642456
	Iteration 55Q: 3 clusters Score -135587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135587.531250 Penalty: 678.642456
	Iteration 56Q: 3 clusters Score -135587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135588.093750 Penalty: 678.642456
	Iteration 57Q: 3 clusters Score -135588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135588.187500 Penalty: 678.642456
	Iteration 58Q: 3 clusters Score -135588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135588.281250 Penalty: 678.642456
	Iteration 59Q: 3 clusters Score -135588.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135588.281250 Penalty: 678.642456
	Iteration 60F: 3 clusters Score -135588.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (44847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Entering Unmasked Estep 
Score: -3508902.750000 Penalty: 487.351044
	Iteration 0F: 2 clusters Score -3508903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3479676.000000 Penalty: 974.702087
	Iteration 0F: 3 clusters Score -3479676 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3492503.750000 Penalty: 974.702087
	Iteration 1F: 3 clusters Score -3492504 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3493526.500000 Penalty: 974.702087
	Iteration 2F: 3 clusters Score -3493526 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3494877.500000 Penalty: 974.702087
	Iteration 3F: 3 clusters Score -3494878 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3496683.250000 Penalty: 974.702087
	Iteration 4F: 3 clusters Score -3496683 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -3498892.750000 Penalty: 974.702087
	Iteration 5F: 3 clusters Score -3498893 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3500710.000000 Penalty: 974.702087
	Iteration 6F: 3 clusters Score -3500710 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3501594.500000 Penalty: 974.702087
	Iteration 7Q: 3 clusters Score -3501594 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3501993.000000 Penalty: 974.702087
	Iteration 8Q: 3 clusters Score -3501993 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3502227.500000 Penalty: 974.702087
	Iteration 9Q: 3 clusters Score -3502228 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3502428.000000 Penalty: 974.702087
	Iteration 10Q: 3 clusters Score -3502428 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3502666.750000 Penalty: 974.702087
	Iteration 11Q: 3 clusters Score -3502667 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3502860.250000 Penalty: 974.702087
	Iteration 12Q: 3 clusters Score -3502860 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3503091.750000 Penalty: 974.702087
	Iteration 13Q: 3 clusters Score -3503092 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3503353.000000 Penalty: 974.702087
	Iteration 14Q: 3 clusters Score -3503353 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3503574.500000 Penalty: 974.702087
	Iteration 15Q: 3 clusters Score -3503574 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3503780.250000 Penalty: 974.702087
	Iteration 16Q: 3 clusters Score -3503780 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3503944.750000 Penalty: 974.702087
	Iteration 17Q: 3 clusters Score -3503945 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3504101.750000 Penalty: 974.702087
	Iteration 18Q: 3 clusters Score -3504102 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3504231.750000 Penalty: 974.702087
	Iteration 19Q: 3 clusters Score -3504232 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3504342.500000 Penalty: 974.702087
	Iteration 20F: 3 clusters Score -3504342 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3504431.500000 Penalty: 974.702087
	Iteration 21Q: 3 clusters Score -3504432 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3504508.250000 Penalty: 974.702087
	Iteration 22Q: 3 clusters Score -3504508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3504545.250000 Penalty: 974.702087
	Iteration 23Q: 3 clusters Score -3504545 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3504600.000000 Penalty: 974.702087
	Iteration 24Q: 3 clusters Score -3504600 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3504654.000000 Penalty: 974.702087
	Iteration 25Q: 3 clusters Score -3504654 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3504692.000000 Penalty: 974.702087
	Iteration 26Q: 3 clusters Score -3504692 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3504710.500000 Penalty: 974.702087
	Iteration 27Q: 3 clusters Score -3504710 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3504739.250000 Penalty: 974.702087
	Iteration 28Q: 3 clusters Score -3504739 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3504748.000000 Penalty: 974.702087
	Iteration 29Q: 3 clusters Score -3504748 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3504785.500000 Penalty: 974.702087
	Iteration 30Q: 3 clusters Score -3504786 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3504809.750000 Penalty: 974.702087
	Iteration 31Q: 3 clusters Score -3504810 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3504818.500000 Penalty: 974.702087
	Iteration 32Q: 3 clusters Score -3504818 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3504825.750000 Penalty: 974.702087
	Iteration 33Q: 3 clusters Score -3504826 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3504822.750000 Penalty: 974.702087
	Iteration 34Q: 3 clusters Score -3504823 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3504809.000000 Penalty: 974.702087
	Iteration 35Q: 3 clusters Score -3504809 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3504826.000000 Penalty: 974.702087
	Iteration 36Q: 3 clusters Score -3504826 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3504864.250000 Penalty: 974.702087
	Iteration 37Q: 3 clusters Score -3504864 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3504886.750000 Penalty: 974.702087
	Iteration 38Q: 3 clusters Score -3504887 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3504861.750000 Penalty: 974.702087
	Iteration 39Q: 3 clusters Score -3504862 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3504857.250000 Penalty: 974.702087
	Iteration 40F: 3 clusters Score -3504857 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3504875.000000 Penalty: 974.702087
	Iteration 41Q: 3 clusters Score -3504875 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3504900.000000 Penalty: 974.702087
	Iteration 42Q: 3 clusters Score -3504900 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3504902.250000 Penalty: 974.702087
	Iteration 43Q: 3 clusters Score -3504902 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3504823.500000 Penalty: 974.702087
	Iteration 44Q: 3 clusters Score -3504824 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3504713.500000 Penalty: 974.702087
	Iteration 45Q: 3 clusters Score -3504714 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3504645.000000 Penalty: 974.702087
	Iteration 46Q: 3 clusters Score -3504645 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3504538.500000 Penalty: 974.702087
	Iteration 47Q: 3 clusters Score -3504538 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3504452.750000 Penalty: 974.702087
	Iteration 48Q: 3 clusters Score -3504453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3504347.250000 Penalty: 974.702087
	Iteration 49Q: 3 clusters Score -3504347 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3504276.750000 Penalty: 974.702087
	Iteration 50Q: 3 clusters Score -3504277 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3504214.000000 Penalty: 974.702087
	Iteration 51Q: 3 clusters Score -3504214 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3504140.250000 Penalty: 974.702087
	Iteration 52Q: 3 clusters Score -3504140 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3504067.750000 Penalty: 974.702087
	Iteration 53Q: 3 clusters Score -3504068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3503992.750000 Penalty: 974.702087
	Iteration 54Q: 3 clusters Score -3503993 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -3503927.500000 Penalty: 974.702087
	Iteration 55Q: 3 clusters Score -3503928 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3503841.250000 Penalty: 974.702087
	Iteration 56Q: 3 clusters Score -3503841 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3503798.000000 Penalty: 974.702087
	Iteration 57Q: 3 clusters Score -3503798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3503736.000000 Penalty: 974.702087
	Iteration 58Q: 3 clusters Score -3503736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3503680.500000 Penalty: 974.702087
	Iteration 59Q: 3 clusters Score -3503680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3503656.750000 Penalty: 974.702087
	Iteration 60F: 3 clusters Score -3503657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3503618.750000 Penalty: 974.702087
	Iteration 61Q: 3 clusters Score -3503619 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3503604.500000 Penalty: 974.702087
	Iteration 62Q: 3 clusters Score -3503604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3503578.000000 Penalty: 974.702087
	Iteration 63Q: 3 clusters Score -3503578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3503542.000000 Penalty: 974.702087
	Iteration 64Q: 3 clusters Score -3503542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -3503543.250000 Penalty: 974.702087
	Iteration 65Q: 3 clusters Score -3503543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3503530.250000 Penalty: 974.702087
	Iteration 66Q: 3 clusters Score -3503530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -3503532.250000 Penalty: 974.702087
	Iteration 67Q: 3 clusters Score -3503532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -3503520.000000 Penalty: 974.702087
	Iteration 68Q: 3 clusters Score -3503520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3503518.250000 Penalty: 974.702087
	Iteration 69Q: 3 clusters Score -3503518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3503518.250000 Penalty: 974.702087
	Iteration 70Q: 3 clusters Score -3503518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3503514.750000 Penalty: 974.702087
	Iteration 71Q: 3 clusters Score -3503515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3503506.500000 Penalty: 974.702087
	Iteration 72Q: 3 clusters Score -3503506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3503509.500000 Penalty: 974.702087
	Iteration 73Q: 3 clusters Score -3503510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3503507.250000 Penalty: 974.702087
	Iteration 74Q: 3 clusters Score -3503507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3503506.250000 Penalty: 974.702087
	Iteration 75Q: 3 clusters Score -3503506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3503519.750000 Penalty: 974.702087
	Iteration 76Q: 3 clusters Score -3503520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -3503515.500000 Penalty: 974.702087
	Iteration 77Q: 3 clusters Score -3503516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -3503503.500000 Penalty: 974.702087
	Iteration 78Q: 3 clusters Score -3503504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3503490.750000 Penalty: 974.702087
	Iteration 79Q: 3 clusters Score -3503491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3503482.000000 Penalty: 974.702087
	Iteration 80F: 3 clusters Score -3503482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3503471.000000 Penalty: 974.702087
	Iteration 81Q: 3 clusters Score -3503471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3503467.000000 Penalty: 974.702087
	Iteration 82Q: 3 clusters Score -3503467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3503469.000000 Penalty: 974.702087
	Iteration 83Q: 3 clusters Score -3503469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3503470.750000 Penalty: 974.702087
	Iteration 84Q: 3 clusters Score -3503471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3503468.500000 Penalty: 974.702087
	Iteration 85Q: 3 clusters Score -3503468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -3503463.750000 Penalty: 974.702087
	Iteration 86Q: 3 clusters Score -3503464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3503466.750000 Penalty: 974.702087
	Iteration 87Q: 3 clusters Score -3503467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3503456.000000 Penalty: 974.702087
	Iteration 88Q: 3 clusters Score -3503456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -3503454.500000 Penalty: 974.702087
	Iteration 89Q: 3 clusters Score -3503454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -3503451.750000 Penalty: 974.702087
	Iteration 90Q: 3 clusters Score -3503452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -3503444.750000 Penalty: 974.702087
	Iteration 91Q: 3 clusters Score -3503445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3503442.000000 Penalty: 974.702087
	Iteration 92Q: 3 clusters Score -3503442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3503445.250000 Penalty: 974.702087
	Iteration 93Q: 3 clusters Score -3503445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3503440.250000 Penalty: 974.702087
	Iteration 94Q: 3 clusters Score -3503440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3503432.750000 Penalty: 974.702087
	Iteration 95Q: 3 clusters Score -3503433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3503438.750000 Penalty: 974.702087
	Iteration 96Q: 3 clusters Score -3503439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -3503442.000000 Penalty: 974.702087
	Iteration 97Q: 3 clusters Score -3503442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3503437.750000 Penalty: 974.702087
	Iteration 98Q: 3 clusters Score -3503438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3503440.250000 Penalty: 974.702087
	Iteration 99Q: 3 clusters Score -3503440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -3503431.750000 Penalty: 974.702087
	Iteration 100F: 3 clusters Score -3503432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3503431.750000 Penalty: 974.702087
	Iteration 101Q: 3 clusters Score -3503432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3503428.750000 Penalty: 974.702087
	Iteration 102Q: 3 clusters Score -3503429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3503436.000000 Penalty: 974.702087
	Iteration 103Q: 3 clusters Score -3503436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3503434.500000 Penalty: 974.702087
	Iteration 104Q: 3 clusters Score -3503434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3503435.750000 Penalty: 974.702087
	Iteration 105Q: 3 clusters Score -3503436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3503434.750000 Penalty: 974.702087
	Iteration 106Q: 3 clusters Score -3503435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3503436.750000 Penalty: 974.702087
	Iteration 107Q: 3 clusters Score -3503437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3503436.500000 Penalty: 974.702087
	Iteration 108Q: 3 clusters Score -3503436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3503430.250000 Penalty: 974.702087
	Iteration 109Q: 3 clusters Score -3503430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3503430.750000 Penalty: 974.702087
	Iteration 110Q: 3 clusters Score -3503431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3503433.500000 Penalty: 974.702087
	Iteration 111Q: 3 clusters Score -3503434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3503433.500000 Penalty: 974.702087
	Iteration 112F: 3 clusters Score -3503434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Entering Unmasked Estep 
Score: -3192979.500000 Penalty: 481.341278
	Iteration 0F: 2 clusters Score -3192980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3169589.000000 Penalty: 962.682556
	Iteration 0F: 3 clusters Score -3169589 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3181646.500000 Penalty: 962.682556
	Iteration 1F: 3 clusters Score -3181646 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3182991.500000 Penalty: 962.682556
	Iteration 2F: 3 clusters Score -3182992 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3184783.500000 Penalty: 962.682556
	Iteration 3F: 3 clusters Score -3184784 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3187080.250000 Penalty: 962.682556
	Iteration 4F: 3 clusters Score -3187080 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3189197.500000 Penalty: 962.682556
	Iteration 5F: 3 clusters Score -3189198 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3190384.250000 Penalty: 962.682556
	Iteration 6F: 3 clusters Score -3190384 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3190934.250000 Penalty: 962.682556
	Iteration 7Q: 3 clusters Score -3190934 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3191268.500000 Penalty: 962.682556
	Iteration 8Q: 3 clusters Score -3191268 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3191586.500000 Penalty: 962.682556
	Iteration 9Q: 3 clusters Score -3191586 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3191913.250000 Penalty: 962.682556
	Iteration 10Q: 3 clusters Score -3191913 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3192125.500000 Penalty: 962.682556
	Iteration 11Q: 3 clusters Score -3192126 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3192323.000000 Penalty: 962.682556
	Iteration 12Q: 3 clusters Score -3192323 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3192497.250000 Penalty: 962.682556
	Iteration 13Q: 3 clusters Score -3192497 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3192609.500000 Penalty: 962.682556
	Iteration 14Q: 3 clusters Score -3192610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3192733.000000 Penalty: 962.682556
	Iteration 15Q: 3 clusters Score -3192733 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3192825.250000 Penalty: 962.682556
	Iteration 16Q: 3 clusters Score -3192825 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3192916.000000 Penalty: 962.682556
	Iteration 17Q: 3 clusters Score -3192916 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3192960.500000 Penalty: 962.682556
	Iteration 18Q: 3 clusters Score -3192960 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3192982.500000 Penalty: 962.682556
	Iteration 19Q: 3 clusters Score -3192982 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3193032.500000 Penalty: 962.682556
	Iteration 20F: 3 clusters Score -3193032 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3193035.750000 Penalty: 962.682556
	Iteration 21Q: 3 clusters Score -3193036 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3193080.250000 Penalty: 962.682556
	Iteration 22Q: 3 clusters Score -3193080 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3193090.500000 Penalty: 962.682556
	Iteration 23Q: 3 clusters Score -3193090 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3193103.000000 Penalty: 962.682556
	Iteration 24Q: 3 clusters Score -3193103 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3193075.250000 Penalty: 962.682556
	Iteration 25Q: 3 clusters Score -3193075 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3193058.750000 Penalty: 962.682556
	Iteration 26Q: 3 clusters Score -3193059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3193043.750000 Penalty: 962.682556
	Iteration 27Q: 3 clusters Score -3193044 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3193034.750000 Penalty: 962.682556
	Iteration 28Q: 3 clusters Score -3193035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3193010.750000 Penalty: 962.682556
	Iteration 29Q: 3 clusters Score -3193011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3193010.500000 Penalty: 962.682556
	Iteration 30Q: 3 clusters Score -3193010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3192988.500000 Penalty: 962.682556
	Iteration 31Q: 3 clusters Score -3192988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3192988.500000 Penalty: 962.682556
	Iteration 32Q: 3 clusters Score -3192988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3192980.000000 Penalty: 962.682556
	Iteration 33Q: 3 clusters Score -3192980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3192987.500000 Penalty: 962.682556
	Iteration 34Q: 3 clusters Score -3192988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3192985.000000 Penalty: 962.682556
	Iteration 35Q: 3 clusters Score -3192985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3192983.250000 Penalty: 962.682556
	Iteration 36Q: 3 clusters Score -3192983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3192985.250000 Penalty: 962.682556
	Iteration 37Q: 3 clusters Score -3192985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3192980.000000 Penalty: 962.682556
	Iteration 38Q: 3 clusters Score -3192980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3192981.750000 Penalty: 962.682556
	Iteration 39Q: 3 clusters Score -3192982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3192976.500000 Penalty: 962.682556
	Iteration 40F: 3 clusters Score -3192976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3192974.250000 Penalty: 962.682556
	Iteration 41Q: 3 clusters Score -3192974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3192975.000000 Penalty: 962.682556
	Iteration 42Q: 3 clusters Score -3192975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3192975.500000 Penalty: 962.682556
	Iteration 43Q: 3 clusters Score -3192976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3192973.750000 Penalty: 962.682556
	Iteration 44Q: 3 clusters Score -3192974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3192970.500000 Penalty: 962.682556
	Iteration 45Q: 3 clusters Score -3192970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3192976.000000 Penalty: 962.682556
	Iteration 46Q: 3 clusters Score -3192976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3192968.500000 Penalty: 962.682556
	Iteration 47Q: 3 clusters Score -3192968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3192963.000000 Penalty: 962.682556
	Iteration 48Q: 3 clusters Score -3192963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3192969.250000 Penalty: 962.682556
	Iteration 49Q: 3 clusters Score -3192969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3192965.500000 Penalty: 962.682556
	Iteration 50Q: 3 clusters Score -3192966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3192964.500000 Penalty: 962.682556
	Iteration 51Q: 3 clusters Score -3192964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3192962.000000 Penalty: 962.682556
	Iteration 52Q: 3 clusters Score -3192962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3192961.250000 Penalty: 962.682556
	Iteration 53Q: 3 clusters Score -3192961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3192955.750000 Penalty: 962.682556
	Iteration 54Q: 3 clusters Score -3192956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3192961.000000 Penalty: 962.682556
	Iteration 55Q: 3 clusters Score -3192961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3192959.250000 Penalty: 962.682556
	Iteration 56Q: 3 clusters Score -3192959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3192962.250000 Penalty: 962.682556
	Iteration 57Q: 3 clusters Score -3192962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3192975.000000 Penalty: 962.682556
	Iteration 58Q: 3 clusters Score -3192975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3192973.750000 Penalty: 962.682556
	Iteration 59Q: 3 clusters Score -3192974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3192971.500000 Penalty: 962.682556
	Iteration 60F: 3 clusters Score -3192972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3192972.750000 Penalty: 962.682556
	Iteration 61Q: 3 clusters Score -3192973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3192969.250000 Penalty: 962.682556
	Iteration 62Q: 3 clusters Score -3192969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3192974.500000 Penalty: 962.682556
	Iteration 63Q: 3 clusters Score -3192974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -3192968.000000 Penalty: 962.682556
	Iteration 64Q: 3 clusters Score -3192968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3192960.250000 Penalty: 962.682556
	Iteration 65Q: 3 clusters Score -3192960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3192958.000000 Penalty: 962.682556
	Iteration 66Q: 3 clusters Score -3192958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3192962.750000 Penalty: 962.682556
	Iteration 67Q: 3 clusters Score -3192963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3192965.250000 Penalty: 962.682556
	Iteration 68Q: 3 clusters Score -3192965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3192971.500000 Penalty: 962.682556
	Iteration 69Q: 3 clusters Score -3192972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3192969.000000 Penalty: 962.682556
	Iteration 70Q: 3 clusters Score -3192969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3192970.500000 Penalty: 962.682556
	Iteration 71Q: 3 clusters Score -3192970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3192970.500000 Penalty: 962.682556
	Iteration 72F: 3 clusters Score -3192970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -23686.212891 Penalty: 266.665771
	Iteration 0F: 2 clusters Score -23686.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23304.548828 Penalty: 533.331543
	Iteration 0F: 3 clusters Score -23304.55 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23395.189453 Penalty: 533.331543
	Iteration 1F: 3 clusters Score -23395.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23415.162109 Penalty: 533.331543
	Iteration 2F: 3 clusters Score -23415.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23424.013672 Penalty: 533.331543
	Iteration 3Q: 3 clusters Score -23424.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23425.400391 Penalty: 533.331543
	Iteration 4Q: 3 clusters Score -23425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23426.771484 Penalty: 533.331543
	Iteration 5Q: 3 clusters Score -23426.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23427.279297 Penalty: 533.331543
	Iteration 6Q: 3 clusters Score -23427.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23427.279297 Penalty: 533.331543
	Iteration 7F: 3 clusters Score -23427.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -66875.734375 Penalty: 308.898224
	Iteration 0F: 2 clusters Score -66875.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66140.835938 Penalty: 617.796448
	Iteration 0F: 3 clusters Score -66140.84 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -66376.812500 Penalty: 617.796448
	Iteration 1F: 3 clusters Score -66376.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66414.585938 Penalty: 617.796448
	Iteration 2F: 3 clusters Score -66414.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66437.875000 Penalty: 617.796448
	Iteration 3Q: 3 clusters Score -66437.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66459.648438 Penalty: 617.796448
	Iteration 4Q: 3 clusters Score -66459.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66482.304688 Penalty: 617.796448
	Iteration 5Q: 3 clusters Score -66482.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66512.460938 Penalty: 617.796448
	Iteration 6Q: 3 clusters Score -66512.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66536.914062 Penalty: 617.796448
	Iteration 7Q: 3 clusters Score -66536.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66557.796875 Penalty: 617.796448
	Iteration 8Q: 3 clusters Score -66557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66568.750000 Penalty: 617.796448
	Iteration 9Q: 3 clusters Score -66568.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66575.875000 Penalty: 617.796448
	Iteration 10Q: 3 clusters Score -66575.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66586.187500 Penalty: 617.796448
	Iteration 11Q: 3 clusters Score -66586.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66596.242188 Penalty: 617.796448
	Iteration 12Q: 3 clusters Score -66596.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66603.312500 Penalty: 617.796448
	Iteration 13Q: 3 clusters Score -66603.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66608.039062 Penalty: 617.796448
	Iteration 14Q: 3 clusters Score -66608.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66610.984375 Penalty: 617.796448
	Iteration 15Q: 3 clusters Score -66610.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66615.117188 Penalty: 617.796448
	Iteration 16Q: 3 clusters Score -66615.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66619.468750 Penalty: 617.796448
	Iteration 17Q: 3 clusters Score -66619.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66624.054688 Penalty: 617.796448
	Iteration 18Q: 3 clusters Score -66624.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66626.781250 Penalty: 617.796448
	Iteration 19Q: 3 clusters Score -66626.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -66628.515625 Penalty: 617.796448
	Iteration 20F: 3 clusters Score -66628.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66629.445312 Penalty: 617.796448
	Iteration 21Q: 3 clusters Score -66629.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66629.976562 Penalty: 617.796448
	Iteration 22Q: 3 clusters Score -66629.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66630.226562 Penalty: 617.796448
	Iteration 23Q: 3 clusters Score -66630.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66630.273438 Penalty: 617.796448
	Iteration 24Q: 3 clusters Score -66630.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66630.273438 Penalty: 617.796448
	Iteration 25F: 3 clusters Score -66630.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (47052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Entering Unmasked Estep 
Score: -3767442.500000 Penalty: 489.534882
	Iteration 0F: 2 clusters Score -3767442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3746089.750000 Penalty: 979.069763
	Iteration 0F: 3 clusters Score -3746090 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3759002.000000 Penalty: 979.069763
	Iteration 1F: 3 clusters Score -3759002 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3759433.000000 Penalty: 979.069763
	Iteration 2Q: 3 clusters Score -3759433 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3759829.000000 Penalty: 979.069763
	Iteration 3Q: 3 clusters Score -3759829 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3760754.000000 Penalty: 979.069763
	Iteration 4F: 3 clusters Score -3760754 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3762888.750000 Penalty: 979.069763
	Iteration 5F: 3 clusters Score -3762889 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3766335.000000 Penalty: 979.069763
	Iteration 6F: 3 clusters Score -3766335 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3769890.000000 Penalty: 979.069763
	Iteration 7F: 3 clusters Score -3769890 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3770533.500000 Penalty: 979.069763
	Iteration 8F: 3 clusters Score -3770534 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3770101.500000 Penalty: 979.069763
	Iteration 9Q: 3 clusters Score -3770102 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3769265.250000 Penalty: 979.069763
	Iteration 10Q: 3 clusters Score -3769265 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3768148.250000 Penalty: 979.069763
	Iteration 11Q: 3 clusters Score -3768148 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3767102.500000 Penalty: 979.069763
	Iteration 12Q: 3 clusters Score -3767102 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3765883.000000 Penalty: 979.069763
	Iteration 13Q: 3 clusters Score -3765883 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3764907.750000 Penalty: 979.069763
	Iteration 14Q: 3 clusters Score -3764908 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3764247.250000 Penalty: 979.069763
	Iteration 15Q: 3 clusters Score -3764247 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3763770.000000 Penalty: 979.069763
	Iteration 16Q: 3 clusters Score -3763770 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3763431.750000 Penalty: 979.069763
	Iteration 17Q: 3 clusters Score -3763432 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3763135.000000 Penalty: 979.069763
	Iteration 18Q: 3 clusters Score -3763135 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3762924.750000 Penalty: 979.069763
	Iteration 19Q: 3 clusters Score -3762925 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -3762846.250000 Penalty: 979.069763
	Iteration 20F: 3 clusters Score -3762846 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3762836.750000 Penalty: 979.069763
	Iteration 21Q: 3 clusters Score -3762837 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3762750.750000 Penalty: 979.069763
	Iteration 22Q: 3 clusters Score -3762751 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3762797.750000 Penalty: 979.069763
	Iteration 23Q: 3 clusters Score -3762798 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3762807.000000 Penalty: 979.069763
	Iteration 24Q: 3 clusters Score -3762807 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3762867.250000 Penalty: 979.069763
	Iteration 25Q: 3 clusters Score -3762867 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3762916.500000 Penalty: 979.069763
	Iteration 26Q: 3 clusters Score -3762916 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3762990.250000 Penalty: 979.069763
	Iteration 27Q: 3 clusters Score -3762990 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3763093.500000 Penalty: 979.069763
	Iteration 28Q: 3 clusters Score -3763094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3763226.750000 Penalty: 979.069763
	Iteration 29Q: 3 clusters Score -3763227 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3763270.750000 Penalty: 979.069763
	Iteration 30Q: 3 clusters Score -3763271 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3763354.000000 Penalty: 979.069763
	Iteration 31Q: 3 clusters Score -3763354 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3763479.500000 Penalty: 979.069763
	Iteration 32Q: 3 clusters Score -3763480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3763628.500000 Penalty: 979.069763
	Iteration 33Q: 3 clusters Score -3763628 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3763750.250000 Penalty: 979.069763
	Iteration 34Q: 3 clusters Score -3763750 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3763909.000000 Penalty: 979.069763
	Iteration 35Q: 3 clusters Score -3763909 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3764030.250000 Penalty: 979.069763
	Iteration 36Q: 3 clusters Score -3764030 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -3764127.000000 Penalty: 979.069763
	Iteration 37Q: 3 clusters Score -3764127 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3764289.000000 Penalty: 979.069763
	Iteration 38Q: 3 clusters Score -3764289 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3764297.500000 Penalty: 979.069763
	Iteration 39Q: 3 clusters Score -3764298 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3764465.750000 Penalty: 979.069763
	Iteration 40F: 3 clusters Score -3764466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -3764635.500000 Penalty: 979.069763
	Iteration 41Q: 3 clusters Score -3764636 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3764845.750000 Penalty: 979.069763
	Iteration 42Q: 3 clusters Score -3764846 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3765045.250000 Penalty: 979.069763
	Iteration 43Q: 3 clusters Score -3765045 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3765126.250000 Penalty: 979.069763
	Iteration 44Q: 3 clusters Score -3765126 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3765200.750000 Penalty: 979.069763
	Iteration 45Q: 3 clusters Score -3765201 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3765306.500000 Penalty: 979.069763
	Iteration 46Q: 3 clusters Score -3765306 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3765306.250000 Penalty: 979.069763
	Iteration 47Q: 3 clusters Score -3765306 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3765311.000000 Penalty: 979.069763
	Iteration 48Q: 3 clusters Score -3765311 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3765228.750000 Penalty: 979.069763
	Iteration 49Q: 3 clusters Score -3765229 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3765241.250000 Penalty: 979.069763
	Iteration 50Q: 3 clusters Score -3765241 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3765184.000000 Penalty: 979.069763
	Iteration 51Q: 3 clusters Score -3765184 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3765212.750000 Penalty: 979.069763
	Iteration 52Q: 3 clusters Score -3765213 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3765192.000000 Penalty: 979.069763
	Iteration 53Q: 3 clusters Score -3765192 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3765222.750000 Penalty: 979.069763
	Iteration 54Q: 3 clusters Score -3765223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3765285.000000 Penalty: 979.069763
	Iteration 55Q: 3 clusters Score -3765285 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3765412.500000 Penalty: 979.069763
	Iteration 56Q: 3 clusters Score -3765412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3765528.250000 Penalty: 979.069763
	Iteration 57Q: 3 clusters Score -3765528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3765558.000000 Penalty: 979.069763
	Iteration 58Q: 3 clusters Score -3765558 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3765628.750000 Penalty: 979.069763
	Iteration 59Q: 3 clusters Score -3765629 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3765764.750000 Penalty: 979.069763
	Iteration 60F: 3 clusters Score -3765765 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3765868.750000 Penalty: 979.069763
	Iteration 61Q: 3 clusters Score -3765869 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3765963.000000 Penalty: 979.069763
	Iteration 62Q: 3 clusters Score -3765963 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3766040.000000 Penalty: 979.069763
	Iteration 63Q: 3 clusters Score -3766040 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3766101.500000 Penalty: 979.069763
	Iteration 64Q: 3 clusters Score -3766102 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3766228.250000 Penalty: 979.069763
	Iteration 65Q: 3 clusters Score -3766228 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -3766358.750000 Penalty: 979.069763
	Iteration 66Q: 3 clusters Score -3766359 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3766345.500000 Penalty: 979.069763
	Iteration 67Q: 3 clusters Score -3766346 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3766518.750000 Penalty: 979.069763
	Iteration 68Q: 3 clusters Score -3766519 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3766820.750000 Penalty: 979.069763
	Iteration 69Q: 3 clusters Score -3766821 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3766975.000000 Penalty: 979.069763
	Iteration 70Q: 3 clusters Score -3766975 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3767245.250000 Penalty: 979.069763
	Iteration 71Q: 3 clusters Score -3767245 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3767516.750000 Penalty: 979.069763
	Iteration 72Q: 3 clusters Score -3767517 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3768117.250000 Penalty: 979.069763
	Iteration 73Q: 3 clusters Score -3768117 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3768636.000000 Penalty: 979.069763
	Iteration 74Q: 3 clusters Score -3768636 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3769202.250000 Penalty: 979.069763
	Iteration 75Q: 3 clusters Score -3769202 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3769789.250000 Penalty: 979.069763
	Iteration 76Q: 3 clusters Score -3769789 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3770527.750000 Penalty: 979.069763
	Iteration 77Q: 3 clusters Score -3770528 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3770920.250000 Penalty: 979.069763
	Iteration 78Q: 3 clusters Score -3770920 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3771156.750000 Penalty: 979.069763
	Iteration 79Q: 3 clusters Score -3771157 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3771318.750000 Penalty: 979.069763
	Iteration 80F: 3 clusters Score -3771319 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3771143.000000 Penalty: 979.069763
	Iteration 81Q: 3 clusters Score -3771143 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3770946.000000 Penalty: 979.069763
	Iteration 82Q: 3 clusters Score -3770946 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3770681.750000 Penalty: 979.069763
	Iteration 83Q: 3 clusters Score -3770682 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3770520.250000 Penalty: 979.069763
	Iteration 84Q: 3 clusters Score -3770520 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3770449.750000 Penalty: 979.069763
	Iteration 85Q: 3 clusters Score -3770450 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3770612.250000 Penalty: 979.069763
	Iteration 86Q: 3 clusters Score -3770612 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3770913.000000 Penalty: 979.069763
	Iteration 87Q: 3 clusters Score -3770913 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3771237.500000 Penalty: 979.069763
	Iteration 88Q: 3 clusters Score -3771238 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3771489.000000 Penalty: 979.069763
	Iteration 89Q: 3 clusters Score -3771489 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3771689.250000 Penalty: 979.069763
	Iteration 90Q: 3 clusters Score -3771689 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -3771674.500000 Penalty: 979.069763
	Iteration 91Q: 3 clusters Score -3771674 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3771669.250000 Penalty: 979.069763
	Iteration 92Q: 3 clusters Score -3771669 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3771478.000000 Penalty: 979.069763
	Iteration 93Q: 3 clusters Score -3771478 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3771330.750000 Penalty: 979.069763
	Iteration 94Q: 3 clusters Score -3771331 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3771126.250000 Penalty: 979.069763
	Iteration 95Q: 3 clusters Score -3771126 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3770943.000000 Penalty: 979.069763
	Iteration 96Q: 3 clusters Score -3770943 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3770867.500000 Penalty: 979.069763
	Iteration 97Q: 3 clusters Score -3770868 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3770798.750000 Penalty: 979.069763
	Iteration 98Q: 3 clusters Score -3770799 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3770772.500000 Penalty: 979.069763
	Iteration 99Q: 3 clusters Score -3770772 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3770785.250000 Penalty: 979.069763
	Iteration 100F: 3 clusters Score -3770785 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -3770830.250000 Penalty: 979.069763
	Iteration 101Q: 3 clusters Score -3770830 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3770852.500000 Penalty: 979.069763
	Iteration 102Q: 3 clusters Score -3770852 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3770843.000000 Penalty: 979.069763
	Iteration 103Q: 3 clusters Score -3770843 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3770943.000000 Penalty: 979.069763
	Iteration 104Q: 3 clusters Score -3770943 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3770942.750000 Penalty: 979.069763
	Iteration 105Q: 3 clusters Score -3770943 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3770951.750000 Penalty: 979.069763
	Iteration 106Q: 3 clusters Score -3770952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3770966.250000 Penalty: 979.069763
	Iteration 107Q: 3 clusters Score -3770966 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3770990.000000 Penalty: 979.069763
	Iteration 108Q: 3 clusters Score -3770990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3771004.500000 Penalty: 979.069763
	Iteration 109Q: 3 clusters Score -3771004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3771017.750000 Penalty: 979.069763
	Iteration 110Q: 3 clusters Score -3771018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3771049.250000 Penalty: 979.069763
	Iteration 111Q: 3 clusters Score -3771049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3771063.250000 Penalty: 979.069763
	Iteration 112Q: 3 clusters Score -3771063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -3771078.500000 Penalty: 979.069763
	Iteration 113Q: 3 clusters Score -3771078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3771071.500000 Penalty: 979.069763
	Iteration 114Q: 3 clusters Score -3771072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3771076.000000 Penalty: 979.069763
	Iteration 115Q: 3 clusters Score -3771076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3771054.250000 Penalty: 979.069763
	Iteration 116Q: 3 clusters Score -3771054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3771040.500000 Penalty: 979.069763
	Iteration 117Q: 3 clusters Score -3771040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3771041.250000 Penalty: 979.069763
	Iteration 118Q: 3 clusters Score -3771041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3771032.500000 Penalty: 979.069763
	Iteration 119Q: 3 clusters Score -3771032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3771049.000000 Penalty: 979.069763
	Iteration 120F: 3 clusters Score -3771049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3771053.250000 Penalty: 979.069763
	Iteration 121Q: 3 clusters Score -3771053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3771054.750000 Penalty: 979.069763
	Iteration 122Q: 3 clusters Score -3771055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3771054.000000 Penalty: 979.069763
	Iteration 123Q: 3 clusters Score -3771054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3771069.000000 Penalty: 979.069763
	Iteration 124Q: 3 clusters Score -3771069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3771066.250000 Penalty: 979.069763
	Iteration 125Q: 3 clusters Score -3771066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3771068.250000 Penalty: 979.069763
	Iteration 126Q: 3 clusters Score -3771068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3771062.750000 Penalty: 979.069763
	Iteration 127Q: 3 clusters Score -3771063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3771065.000000 Penalty: 979.069763
	Iteration 128Q: 3 clusters Score -3771065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3771059.750000 Penalty: 979.069763
	Iteration 129Q: 3 clusters Score -3771060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3771060.750000 Penalty: 979.069763
	Iteration 130Q: 3 clusters Score -3771061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3771062.000000 Penalty: 979.069763
	Iteration 131Q: 3 clusters Score -3771062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3771061.750000 Penalty: 979.069763
	Iteration 132Q: 3 clusters Score -3771062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3771065.500000 Penalty: 979.069763
	Iteration 133Q: 3 clusters Score -3771066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3771061.250000 Penalty: 979.069763
	Iteration 134Q: 3 clusters Score -3771061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3771070.250000 Penalty: 979.069763
	Iteration 135Q: 3 clusters Score -3771070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3771074.500000 Penalty: 979.069763
	Iteration 136Q: 3 clusters Score -3771074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3771066.500000 Penalty: 979.069763
	Iteration 137Q: 3 clusters Score -3771066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3771066.250000 Penalty: 979.069763
	Iteration 138Q: 3 clusters Score -3771066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3771064.750000 Penalty: 979.069763
	Iteration 139Q: 3 clusters Score -3771065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3771059.000000 Penalty: 979.069763
	Iteration 140F: 3 clusters Score -3771059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3771061.000000 Penalty: 979.069763
	Iteration 141Q: 3 clusters Score -3771061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3771053.000000 Penalty: 979.069763
	Iteration 142Q: 3 clusters Score -3771053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3771057.750000 Penalty: 979.069763
	Iteration 143Q: 3 clusters Score -3771058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3771056.750000 Penalty: 979.069763
	Iteration 144Q: 3 clusters Score -3771057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3771056.750000 Penalty: 979.069763
	Iteration 145F: 3 clusters Score -3771057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 461 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Mstep: Class 64 contains 21436 members 
Entering Unmasked Estep 
Score: -42149724.000000 Penalty: 38523.929688
Splitting cluster 38 changes total score from -42134616.000000 to -42149724.000000
So it's getting split into cluster 64.
Entering ConstructFrom: 
Trying to split cluster 39 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -800304.562500 Penalty: 421.489349
	Iteration 0F: 2 clusters Score -800304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -793205.625000 Penalty: 842.978699
	Iteration 0F: 3 clusters Score -793205.6 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -796012.250000 Penalty: 842.978699
	Iteration 1F: 3 clusters Score -796012.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -796248.250000 Penalty: 842.978699
	Iteration 2F: 3 clusters Score -796248.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -796530.250000 Penalty: 842.978699
	Iteration 3F: 3 clusters Score -796530.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -796876.062500 Penalty: 842.978699
	Iteration 4F: 3 clusters Score -796876.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -797308.937500 Penalty: 842.978699
	Iteration 5F: 3 clusters Score -797308.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -797817.125000 Penalty: 842.978699
	Iteration 6F: 3 clusters Score -797817.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -798329.750000 Penalty: 842.978699
	Iteration 7F: 3 clusters Score -798329.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -798767.437500 Penalty: 842.978699
	Iteration 8Q: 3 clusters Score -798767.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -799100.250000 Penalty: 842.978699
	Iteration 9Q: 3 clusters Score -799100.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -799315.937500 Penalty: 842.978699
	Iteration 10Q: 3 clusters Score -799315.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -799477.375000 Penalty: 842.978699
	Iteration 11Q: 3 clusters Score -799477.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -799603.875000 Penalty: 842.978699
	Iteration 12Q: 3 clusters Score -799603.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -799685.312500 Penalty: 842.978699
	Iteration 13Q: 3 clusters Score -799685.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -799743.875000 Penalty: 842.978699
	Iteration 14Q: 3 clusters Score -799743.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -799789.937500 Penalty: 842.978699
	Iteration 15Q: 3 clusters Score -799789.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -799838.500000 Penalty: 842.978699
	Iteration 16Q: 3 clusters Score -799838.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -799872.312500 Penalty: 842.978699
	Iteration 17Q: 3 clusters Score -799872.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -799890.437500 Penalty: 842.978699
	Iteration 18Q: 3 clusters Score -799890.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -799898.500000 Penalty: 842.978699
	Iteration 19Q: 3 clusters Score -799898.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -799909.250000 Penalty: 842.978699
	Iteration 20F: 3 clusters Score -799909.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -799920.062500 Penalty: 842.978699
	Iteration 21Q: 3 clusters Score -799920.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -799932.187500 Penalty: 842.978699
	Iteration 22Q: 3 clusters Score -799932.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -799937.125000 Penalty: 842.978699
	Iteration 23Q: 3 clusters Score -799937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -799944.937500 Penalty: 842.978699
	Iteration 24Q: 3 clusters Score -799944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -799946.937500 Penalty: 842.978699
	Iteration 25Q: 3 clusters Score -799946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -799952.125000 Penalty: 842.978699
	Iteration 26Q: 3 clusters Score -799952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -799955.812500 Penalty: 842.978699
	Iteration 27Q: 3 clusters Score -799955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -799960.437500 Penalty: 842.978699
	Iteration 28Q: 3 clusters Score -799960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -799963.812500 Penalty: 842.978699
	Iteration 29Q: 3 clusters Score -799963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -799967.250000 Penalty: 842.978699
	Iteration 30Q: 3 clusters Score -799967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -799968.625000 Penalty: 842.978699
	Iteration 31Q: 3 clusters Score -799968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -799971.125000 Penalty: 842.978699
	Iteration 32Q: 3 clusters Score -799971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -799975.062500 Penalty: 842.978699
	Iteration 33Q: 3 clusters Score -799975.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -799980.187500 Penalty: 842.978699
	Iteration 34Q: 3 clusters Score -799980.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -799980.062500 Penalty: 842.978699
	Iteration 35Q: 3 clusters Score -799980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -799981.062500 Penalty: 842.978699
	Iteration 36Q: 3 clusters Score -799981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -799980.687500 Penalty: 842.978699
	Iteration 37Q: 3 clusters Score -799980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -799980.687500 Penalty: 842.978699
	Iteration 38F: 3 clusters Score -799980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -14468.051758 Penalty: 279.069611
	Iteration 0F: 2 clusters Score -14468.05 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 228 members 
Entering Unmasked Estep 
Score: -14030.387695 Penalty: 558.139221
	Iteration 0F: 3 clusters Score -14030.39 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14339.056641 Penalty: 558.139221
	Iteration 1F: 3 clusters Score -14339.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14439.641602 Penalty: 558.139221
	Iteration 2F: 3 clusters Score -14439.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14490.647461 Penalty: 558.139221
	Iteration 3F: 3 clusters Score -14490.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14506.691406 Penalty: 558.139221
	Iteration 4Q: 3 clusters Score -14506.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14509.181641 Penalty: 558.139221
	Iteration 5Q: 3 clusters Score -14509.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14510.928711 Penalty: 558.139221
	Iteration 6Q: 3 clusters Score -14510.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14512.600586 Penalty: 558.139221
	Iteration 7Q: 3 clusters Score -14512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14512.744141 Penalty: 558.139221
	Iteration 8Q: 3 clusters Score -14512.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -14512.744141 Penalty: 558.139221
	Iteration 9F: 3 clusters Score -14512.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 262 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 2322 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Mstep: Class 64 contains 21436 members 
Mstep: Class 65 contains 199 members 
Entering Unmasked Estep 
Score: -42149436.000000 Penalty: 39125.867188
Splitting cluster 40 changes total score from -42134616.000000 to -42149436.000000
So it's getting split into cluster 65.
Entering ConstructFrom: 
Trying to split cluster 41 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -387982.937500 Penalty: 384.794373
	Iteration 0F: 2 clusters Score -387982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -384819.375000 Penalty: 769.588745
	Iteration 0F: 3 clusters Score -384819.4 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -385978.187500 Penalty: 769.588745
	Iteration 1F: 3 clusters Score -385978.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -386098.062500 Penalty: 769.588745
	Iteration 2F: 3 clusters Score -386098.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -386239.843750 Penalty: 769.588745
	Iteration 3F: 3 clusters Score -386239.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -386407.156250 Penalty: 769.588745
	Iteration 4F: 3 clusters Score -386407.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -386591.750000 Penalty: 769.588745
	Iteration 5F: 3 clusters Score -386591.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -386857.125000 Penalty: 769.588745
	Iteration 6F: 3 clusters Score -386857.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -387096.187500 Penalty: 769.588745
	Iteration 7F: 3 clusters Score -387096.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -387226.781250 Penalty: 769.588745
	Iteration 8Q: 3 clusters Score -387226.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -387323.750000 Penalty: 769.588745
	Iteration 9Q: 3 clusters Score -387323.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -387402.968750 Penalty: 769.588745
	Iteration 10Q: 3 clusters Score -387403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -387450.562500 Penalty: 769.588745
	Iteration 11Q: 3 clusters Score -387450.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -387497.281250 Penalty: 769.588745
	Iteration 12Q: 3 clusters Score -387497.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -387526.093750 Penalty: 769.588745
	Iteration 13Q: 3 clusters Score -387526.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -387544.531250 Penalty: 769.588745
	Iteration 14Q: 3 clusters Score -387544.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -387564.500000 Penalty: 769.588745
	Iteration 15Q: 3 clusters Score -387564.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -387584.250000 Penalty: 769.588745
	Iteration 16Q: 3 clusters Score -387584.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -387597.781250 Penalty: 769.588745
	Iteration 17Q: 3 clusters Score -387597.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -387610.312500 Penalty: 769.588745
	Iteration 18Q: 3 clusters Score -387610.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -387618.656250 Penalty: 769.588745
	Iteration 19Q: 3 clusters Score -387618.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -387623.281250 Penalty: 769.588745
	Iteration 20F: 3 clusters Score -387623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -387628.062500 Penalty: 769.588745
	Iteration 21Q: 3 clusters Score -387628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -387629.687500 Penalty: 769.588745
	Iteration 22Q: 3 clusters Score -387629.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -387635.000000 Penalty: 769.588745
	Iteration 23Q: 3 clusters Score -387635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -387640.281250 Penalty: 769.588745
	Iteration 24Q: 3 clusters Score -387640.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -387641.125000 Penalty: 769.588745
	Iteration 25Q: 3 clusters Score -387641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -387641.125000 Penalty: 769.588745
	Iteration 26Q: 3 clusters Score -387641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -387642.000000 Penalty: 769.588745
	Iteration 27Q: 3 clusters Score -387642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -387642.218750 Penalty: 769.588745
	Iteration 28Q: 3 clusters Score -387642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -387642.406250 Penalty: 769.588745
	Iteration 29Q: 3 clusters Score -387642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -387642.375000 Penalty: 769.588745
	Iteration 30Q: 3 clusters Score -387642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -387642.781250 Penalty: 769.588745
	Iteration 31Q: 3 clusters Score -387642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -387642.937500 Penalty: 769.588745
	Iteration 32Q: 3 clusters Score -387642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -387643.625000 Penalty: 769.588745
	Iteration 33Q: 3 clusters Score -387643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -387645.312500 Penalty: 769.588745
	Iteration 34Q: 3 clusters Score -387645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -387649.093750 Penalty: 769.588745
	Iteration 35Q: 3 clusters Score -387649.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -387650.437500 Penalty: 769.588745
	Iteration 36Q: 3 clusters Score -387650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -387652.218750 Penalty: 769.588745
	Iteration 37Q: 3 clusters Score -387652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -387654.218750 Penalty: 769.588745
	Iteration 38Q: 3 clusters Score -387654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -387658.250000 Penalty: 769.588745
	Iteration 39Q: 3 clusters Score -387658.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -387661.718750 Penalty: 769.588745
	Iteration 40F: 3 clusters Score -387661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -387663.031250 Penalty: 769.588745
	Iteration 41Q: 3 clusters Score -387663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -387664.031250 Penalty: 769.588745
	Iteration 42Q: 3 clusters Score -387664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -387664.187500 Penalty: 769.588745
	Iteration 43Q: 3 clusters Score -387664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -387664.000000 Penalty: 769.588745
	Iteration 44Q: 3 clusters Score -387664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -387664.000000 Penalty: 769.588745
	Iteration 45F: 3 clusters Score -387664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -25948.972656 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -25948.97 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 167 members 
Entering Unmasked Estep 
Score: -25531.210938 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -25531.21 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25623.179688 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -25623.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25671.535156 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -25671.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25715.339844 Penalty: 540.315796
	Iteration 3F: 3 clusters Score -25715.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25740.412109 Penalty: 540.315796
	Iteration 4F: 3 clusters Score -25740.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25754.603516 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -25754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25767.361328 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -25767.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25775.167969 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -25775.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25777.261719 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -25777.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25778.722656 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -25778.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25780.558594 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -25780.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25782.154297 Penalty: 540.315796
	Iteration 11Q: 3 clusters Score -25782.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25782.310547 Penalty: 540.315796
	Iteration 12Q: 3 clusters Score -25782.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25782.310547 Penalty: 540.315796
	Iteration 13F: 3 clusters Score -25782.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -80669.601562 Penalty: 314.166168
	Iteration 0F: 2 clusters Score -80669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79853.476562 Penalty: 628.332336
	Iteration 0F: 3 clusters Score -79853.48 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80076.718750 Penalty: 628.332336
	Iteration 1F: 3 clusters Score -80076.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80130.750000 Penalty: 628.332336
	Iteration 2F: 3 clusters Score -80130.75 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80169.312500 Penalty: 628.332336
	Iteration 3F: 3 clusters Score -80169.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80193.367188 Penalty: 628.332336
	Iteration 4Q: 3 clusters Score -80193.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80214.742188 Penalty: 628.332336
	Iteration 5Q: 3 clusters Score -80214.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80243.500000 Penalty: 628.332336
	Iteration 6Q: 3 clusters Score -80243.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80267.726562 Penalty: 628.332336
	Iteration 7Q: 3 clusters Score -80267.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80280.601562 Penalty: 628.332336
	Iteration 8Q: 3 clusters Score -80280.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80292.648438 Penalty: 628.332336
	Iteration 9Q: 3 clusters Score -80292.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80300.632812 Penalty: 628.332336
	Iteration 10Q: 3 clusters Score -80300.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -80307.093750 Penalty: 628.332336
	Iteration 11Q: 3 clusters Score -80307.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80314.468750 Penalty: 628.332336
	Iteration 12Q: 3 clusters Score -80314.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -80316.320312 Penalty: 628.332336
	Iteration 13Q: 3 clusters Score -80316.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80318.046875 Penalty: 628.332336
	Iteration 14Q: 3 clusters Score -80318.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80319.578125 Penalty: 628.332336
	Iteration 15Q: 3 clusters Score -80319.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80320.929688 Penalty: 628.332336
	Iteration 16Q: 3 clusters Score -80320.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80322.117188 Penalty: 628.332336
	Iteration 17Q: 3 clusters Score -80322.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -80323.710938 Penalty: 628.332336
	Iteration 18Q: 3 clusters Score -80323.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -80324.148438 Penalty: 628.332336
	Iteration 19Q: 3 clusters Score -80324.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80325.031250 Penalty: 628.332336
	Iteration 20F: 3 clusters Score -80325.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80325.015625 Penalty: 628.332336
	Iteration 21Q: 3 clusters Score -80325.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80325.015625 Penalty: 628.332336
	Iteration 22F: 3 clusters Score -80325.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -168051.625000 Penalty: 352.633362
	Iteration 0F: 2 clusters Score -168051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -166388.937500 Penalty: 705.266724
	Iteration 0F: 3 clusters Score -166388.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -166994.250000 Penalty: 705.266724
	Iteration 1F: 3 clusters Score -166994.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -167170.625000 Penalty: 705.266724
	Iteration 2F: 3 clusters Score -167170.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -167340.281250 Penalty: 705.266724
	Iteration 3F: 3 clusters Score -167340.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -167545.812500 Penalty: 705.266724
	Iteration 4F: 3 clusters Score -167545.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -167707.031250 Penalty: 705.266724
	Iteration 5F: 3 clusters Score -167707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -167809.234375 Penalty: 705.266724
	Iteration 6Q: 3 clusters Score -167809.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -167883.500000 Penalty: 705.266724
	Iteration 7Q: 3 clusters Score -167883.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -167950.812500 Penalty: 705.266724
	Iteration 8Q: 3 clusters Score -167950.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -167995.140625 Penalty: 705.266724
	Iteration 9Q: 3 clusters Score -167995.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -168017.125000 Penalty: 705.266724
	Iteration 10Q: 3 clusters Score -168017.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -168031.281250 Penalty: 705.266724
	Iteration 11Q: 3 clusters Score -168031.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -168052.031250 Penalty: 705.266724
	Iteration 12Q: 3 clusters Score -168052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -168078.296875 Penalty: 705.266724
	Iteration 13Q: 3 clusters Score -168078.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -168106.109375 Penalty: 705.266724
	Iteration 14Q: 3 clusters Score -168106.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -168131.031250 Penalty: 705.266724
	Iteration 15Q: 3 clusters Score -168131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -168150.468750 Penalty: 705.266724
	Iteration 16Q: 3 clusters Score -168150.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -168172.093750 Penalty: 705.266724
	Iteration 17Q: 3 clusters Score -168172.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -168185.859375 Penalty: 705.266724
	Iteration 18Q: 3 clusters Score -168185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -168192.343750 Penalty: 705.266724
	Iteration 19Q: 3 clusters Score -168192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -168195.843750 Penalty: 705.266724
	Iteration 20F: 3 clusters Score -168195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -168199.171875 Penalty: 705.266724
	Iteration 21Q: 3 clusters Score -168199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -168200.125000 Penalty: 705.266724
	Iteration 22Q: 3 clusters Score -168200.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -168202.578125 Penalty: 705.266724
	Iteration 23Q: 3 clusters Score -168202.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -168205.078125 Penalty: 705.266724
	Iteration 24Q: 3 clusters Score -168205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -168205.421875 Penalty: 705.266724
	Iteration 25Q: 3 clusters Score -168205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -168205.859375 Penalty: 705.266724
	Iteration 26Q: 3 clusters Score -168205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -168205.781250 Penalty: 705.266724
	Iteration 27Q: 3 clusters Score -168205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -168206.015625 Penalty: 705.266724
	Iteration 28Q: 3 clusters Score -168206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -168206.171875 Penalty: 705.266724
	Iteration 29Q: 3 clusters Score -168206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168206.390625 Penalty: 705.266724
	Iteration 30Q: 3 clusters Score -168206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168206.390625 Penalty: 705.266724
	Iteration 31F: 3 clusters Score -168206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 262 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 1144 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 563 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Mstep: Class 64 contains 21436 members 
Mstep: Class 65 contains 199 members 
Mstep: Class 66 contains 1178 members 
Entering Unmasked Estep 
Score: -42149364.000000 Penalty: 39727.804688
Splitting cluster 44 changes total score from -42134616.000000 to -42149364.000000
So it's getting split into cluster 66.
Entering ConstructFrom: 
Trying to split cluster 45 (6796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Entering Unmasked Estep 
Score: -532951.125000 Penalty: 401.496063
	Iteration 0F: 2 clusters Score -532951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -528484.062500 Penalty: 802.992126
	Iteration 0F: 3 clusters Score -528484.1 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -530182.937500 Penalty: 802.992126
	Iteration 1F: 3 clusters Score -530182.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -530352.312500 Penalty: 802.992126
	Iteration 2F: 3 clusters Score -530352.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -530593.875000 Penalty: 802.992126
	Iteration 3F: 3 clusters Score -530593.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -530930.000000 Penalty: 802.992126
	Iteration 4F: 3 clusters Score -530930 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -531330.750000 Penalty: 802.992126
	Iteration 5F: 3 clusters Score -531330.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -531759.062500 Penalty: 802.992126
	Iteration 6F: 3 clusters Score -531759.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -532132.312500 Penalty: 802.992126
	Iteration 7F: 3 clusters Score -532132.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -532358.500000 Penalty: 802.992126
	Iteration 8Q: 3 clusters Score -532358.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -532468.375000 Penalty: 802.992126
	Iteration 9Q: 3 clusters Score -532468.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -532526.500000 Penalty: 802.992126
	Iteration 10Q: 3 clusters Score -532526.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -532562.500000 Penalty: 802.992126
	Iteration 11Q: 3 clusters Score -532562.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -532589.500000 Penalty: 802.992126
	Iteration 12Q: 3 clusters Score -532589.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -532610.812500 Penalty: 802.992126
	Iteration 13Q: 3 clusters Score -532610.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -532627.687500 Penalty: 802.992126
	Iteration 14Q: 3 clusters Score -532627.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -532644.750000 Penalty: 802.992126
	Iteration 15Q: 3 clusters Score -532644.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -532651.437500 Penalty: 802.992126
	Iteration 16Q: 3 clusters Score -532651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -532653.187500 Penalty: 802.992126
	Iteration 17Q: 3 clusters Score -532653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -532655.937500 Penalty: 802.992126
	Iteration 18Q: 3 clusters Score -532655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -532659.750000 Penalty: 802.992126
	Iteration 19Q: 3 clusters Score -532659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -532662.250000 Penalty: 802.992126
	Iteration 20F: 3 clusters Score -532662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -532662.750000 Penalty: 802.992126
	Iteration 21Q: 3 clusters Score -532662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -532663.062500 Penalty: 802.992126
	Iteration 22Q: 3 clusters Score -532663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -532663.187500 Penalty: 802.992126
	Iteration 23Q: 3 clusters Score -532663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -532663.187500 Penalty: 802.992126
	Iteration 24F: 3 clusters Score -532663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -29709.748047 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -29709.75 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 262 members 
Entering Unmasked Estep 
Score: -29222.328125 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -29222.33 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29436.517578 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -29436.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29507.072266 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -29507.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29549.078125 Penalty: 569.795776
	Iteration 3F: 3 clusters Score -29549.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29568.986328 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -29568.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29577.433594 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -29577.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29581.974609 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -29581.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29589.292969 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -29589.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29591.427734 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -29591.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -29593.230469 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -29593.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29596.052734 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -29596.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29598.779297 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -29598.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29604.048828 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -29604.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29614.070312 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -29614.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29631.902344 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -29631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29642.748047 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -29642.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29651.984375 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -29651.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29683.705078 Penalty: 569.795776
	Iteration 17Q: 3 clusters Score -29683.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29694.882812 Penalty: 569.795776
	Iteration 18Q: 3 clusters Score -29694.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29700.570312 Penalty: 569.795776
	Iteration 19Q: 3 clusters Score -29700.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29700.730469 Penalty: 569.795776
	Iteration 20F: 3 clusters Score -29700.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -15952.777344 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -15952.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15586.210938 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -15586.21 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15724.415039 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -15724.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15757.281250 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -15757.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15773.304688 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -15773.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15782.407227 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -15782.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15785.067383 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -15785.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15786.862305 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -15786.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15789.412109 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -15789.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15797.005859 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -15797.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15798.482422 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -15798.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -15798.482422 Penalty: 539.834290
	Iteration 10F: 3 clusters Score -15798.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -261649.046875 Penalty: 371.511108
	Iteration 0F: 2 clusters Score -261649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -259252.593750 Penalty: 743.022217
	Iteration 0F: 3 clusters Score -259252.6 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -260095.343750 Penalty: 743.022217
	Iteration 1F: 3 clusters Score -260095.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -260209.609375 Penalty: 743.022217
	Iteration 2F: 3 clusters Score -260209.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260292.093750 Penalty: 743.022217
	Iteration 3Q: 3 clusters Score -260292.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -260353.750000 Penalty: 743.022217
	Iteration 4Q: 3 clusters Score -260353.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -260418.062500 Penalty: 743.022217
	Iteration 5Q: 3 clusters Score -260418.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -260504.296875 Penalty: 743.022217
	Iteration 6Q: 3 clusters Score -260504.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -260574.296875 Penalty: 743.022217
	Iteration 7Q: 3 clusters Score -260574.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -260644.875000 Penalty: 743.022217
	Iteration 8Q: 3 clusters Score -260644.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260711.625000 Penalty: 743.022217
	Iteration 9Q: 3 clusters Score -260711.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -260771.546875 Penalty: 743.022217
	Iteration 10Q: 3 clusters Score -260771.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -260815.750000 Penalty: 743.022217
	Iteration 11Q: 3 clusters Score -260815.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -260866.546875 Penalty: 743.022217
	Iteration 12Q: 3 clusters Score -260866.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -260922.203125 Penalty: 743.022217
	Iteration 13Q: 3 clusters Score -260922.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -260963.406250 Penalty: 743.022217
	Iteration 14Q: 3 clusters Score -260963.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -261005.671875 Penalty: 743.022217
	Iteration 15Q: 3 clusters Score -261005.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -261041.703125 Penalty: 743.022217
	Iteration 16Q: 3 clusters Score -261041.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -261068.062500 Penalty: 743.022217
	Iteration 17Q: 3 clusters Score -261068.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -261085.078125 Penalty: 743.022217
	Iteration 18Q: 3 clusters Score -261085.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -261099.453125 Penalty: 743.022217
	Iteration 19Q: 3 clusters Score -261099.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -261117.890625 Penalty: 743.022217
	Iteration 20F: 3 clusters Score -261117.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -261136.406250 Penalty: 743.022217
	Iteration 21Q: 3 clusters Score -261136.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -261152.687500 Penalty: 743.022217
	Iteration 22Q: 3 clusters Score -261152.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -261169.500000 Penalty: 743.022217
	Iteration 23Q: 3 clusters Score -261169.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -261194.250000 Penalty: 743.022217
	Iteration 24Q: 3 clusters Score -261194.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -261210.171875 Penalty: 743.022217
	Iteration 25Q: 3 clusters Score -261210.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -261221.937500 Penalty: 743.022217
	Iteration 26Q: 3 clusters Score -261221.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -261233.156250 Penalty: 743.022217
	Iteration 27Q: 3 clusters Score -261233.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -261245.953125 Penalty: 743.022217
	Iteration 28Q: 3 clusters Score -261246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -261257.703125 Penalty: 743.022217
	Iteration 29Q: 3 clusters Score -261257.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -261267.109375 Penalty: 743.022217
	Iteration 30Q: 3 clusters Score -261267.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -261276.484375 Penalty: 743.022217
	Iteration 31Q: 3 clusters Score -261276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -261285.640625 Penalty: 743.022217
	Iteration 32Q: 3 clusters Score -261285.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -261296.906250 Penalty: 743.022217
	Iteration 33Q: 3 clusters Score -261296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -261302.250000 Penalty: 743.022217
	Iteration 34Q: 3 clusters Score -261302.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -261309.578125 Penalty: 743.022217
	Iteration 35Q: 3 clusters Score -261309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -261312.265625 Penalty: 743.022217
	Iteration 36Q: 3 clusters Score -261312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -261316.218750 Penalty: 743.022217
	Iteration 37Q: 3 clusters Score -261316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -261319.265625 Penalty: 743.022217
	Iteration 38Q: 3 clusters Score -261319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -261322.406250 Penalty: 743.022217
	Iteration 39Q: 3 clusters Score -261322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -261325.578125 Penalty: 743.022217
	Iteration 40F: 3 clusters Score -261325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -261327.453125 Penalty: 743.022217
	Iteration 41Q: 3 clusters Score -261327.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -261330.421875 Penalty: 743.022217
	Iteration 42Q: 3 clusters Score -261330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -261330.343750 Penalty: 743.022217
	Iteration 43Q: 3 clusters Score -261330.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -261331.000000 Penalty: 743.022217
	Iteration 44Q: 3 clusters Score -261331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -261331.000000 Penalty: 743.022217
	Iteration 45F: 3 clusters Score -261331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -6988.924316 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -6988.924 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 127 members 
Entering Unmasked Estep 
Score: -6679.525879 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -6679.526 nChanged 84
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: -6817.629395 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -6817.629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6859.523438 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -6859.523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6884.737305 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -6884.737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6903.750000 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -6903.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6903.998047 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -6903.998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6903.998047 Penalty: 506.719360
	Iteration 6F: 3 clusters Score -6903.998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (47616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Entering Unmasked Estep 
Score: -3837809.250000 Penalty: 490.077057
	Iteration 0F: 2 clusters Score -3837809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3813124.000000 Penalty: 980.154114
	Iteration 0F: 3 clusters Score -3813124 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3826615.000000 Penalty: 980.154114
	Iteration 1F: 3 clusters Score -3826615 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3827889.000000 Penalty: 980.154114
	Iteration 2F: 3 clusters Score -3827889 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3829964.250000 Penalty: 980.154114
	Iteration 3F: 3 clusters Score -3829964 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3832201.000000 Penalty: 980.154114
	Iteration 4F: 3 clusters Score -3832201 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3832769.750000 Penalty: 980.154114
	Iteration 5F: 3 clusters Score -3832770 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3831860.750000 Penalty: 980.154114
	Iteration 6F: 3 clusters Score -3831861 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3831460.500000 Penalty: 980.154114
	Iteration 7F: 3 clusters Score -3831460 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3832076.750000 Penalty: 980.154114
	Iteration 8F: 3 clusters Score -3832077 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -3832382.250000 Penalty: 980.154114
	Iteration 9Q: 3 clusters Score -3832382 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -3832672.500000 Penalty: 980.154114
	Iteration 10Q: 3 clusters Score -3832672 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -3833337.750000 Penalty: 980.154114
	Iteration 11Q: 3 clusters Score -3833338 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -3833953.500000 Penalty: 980.154114
	Iteration 12Q: 3 clusters Score -3833954 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3834536.000000 Penalty: 980.154114
	Iteration 13Q: 3 clusters Score -3834536 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3835233.250000 Penalty: 980.154114
	Iteration 14Q: 3 clusters Score -3835233 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3835880.750000 Penalty: 980.154114
	Iteration 15Q: 3 clusters Score -3835881 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -3835685.500000 Penalty: 980.154114
	Iteration 16Q: 3 clusters Score -3835686 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -3836002.000000 Penalty: 980.154114
	Iteration 17Q: 3 clusters Score -3836002 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3836340.500000 Penalty: 980.154114
	Iteration 18Q: 3 clusters Score -3836340 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -3836595.750000 Penalty: 980.154114
	Iteration 19Q: 3 clusters Score -3836596 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3837908.250000 Penalty: 980.154114
	Iteration 20F: 3 clusters Score -3837908 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3839284.250000 Penalty: 980.154114
	Iteration 21Q: 3 clusters Score -3839284 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3840577.250000 Penalty: 980.154114
	Iteration 22Q: 3 clusters Score -3840577 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3841119.500000 Penalty: 980.154114
	Iteration 23F: 3 clusters Score -3841120 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3840581.750000 Penalty: 980.154114
	Iteration 24F: 3 clusters Score -3840582 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3839221.500000 Penalty: 980.154114
	Iteration 25F: 3 clusters Score -3839222 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3838156.750000 Penalty: 980.154114
	Iteration 26F: 3 clusters Score -3838157 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3837723.250000 Penalty: 980.154114
	Iteration 27F: 3 clusters Score -3837723 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3837010.000000 Penalty: 980.154114
	Iteration 28Q: 3 clusters Score -3837010 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3836187.000000 Penalty: 980.154114
	Iteration 29Q: 3 clusters Score -3836187 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3835498.500000 Penalty: 980.154114
	Iteration 30Q: 3 clusters Score -3835498 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3834956.250000 Penalty: 980.154114
	Iteration 31Q: 3 clusters Score -3834956 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3834599.750000 Penalty: 980.154114
	Iteration 32Q: 3 clusters Score -3834600 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -3834576.500000 Penalty: 980.154114
	Iteration 33Q: 3 clusters Score -3834576 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3834618.250000 Penalty: 980.154114
	Iteration 34Q: 3 clusters Score -3834618 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3834650.000000 Penalty: 980.154114
	Iteration 35Q: 3 clusters Score -3834650 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3834772.750000 Penalty: 980.154114
	Iteration 36Q: 3 clusters Score -3834773 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -3834829.000000 Penalty: 980.154114
	Iteration 37Q: 3 clusters Score -3834829 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3834927.500000 Penalty: 980.154114
	Iteration 38Q: 3 clusters Score -3834928 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3835087.000000 Penalty: 980.154114
	Iteration 39Q: 3 clusters Score -3835087 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3835204.750000 Penalty: 980.154114
	Iteration 40F: 3 clusters Score -3835205 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3835340.750000 Penalty: 980.154114
	Iteration 41Q: 3 clusters Score -3835341 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3835447.250000 Penalty: 980.154114
	Iteration 42Q: 3 clusters Score -3835447 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3835535.250000 Penalty: 980.154114
	Iteration 43Q: 3 clusters Score -3835535 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3835587.750000 Penalty: 980.154114
	Iteration 44Q: 3 clusters Score -3835588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3835637.500000 Penalty: 980.154114
	Iteration 45Q: 3 clusters Score -3835638 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3835711.750000 Penalty: 980.154114
	Iteration 46Q: 3 clusters Score -3835712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3835705.750000 Penalty: 980.154114
	Iteration 47Q: 3 clusters Score -3835706 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3835770.250000 Penalty: 980.154114
	Iteration 48Q: 3 clusters Score -3835770 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3835805.000000 Penalty: 980.154114
	Iteration 49Q: 3 clusters Score -3835805 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3835862.000000 Penalty: 980.154114
	Iteration 50Q: 3 clusters Score -3835862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3835911.500000 Penalty: 980.154114
	Iteration 51Q: 3 clusters Score -3835912 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3835981.250000 Penalty: 980.154114
	Iteration 52Q: 3 clusters Score -3835981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3836032.750000 Penalty: 980.154114
	Iteration 53Q: 3 clusters Score -3836033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3836085.250000 Penalty: 980.154114
	Iteration 54Q: 3 clusters Score -3836085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3836101.500000 Penalty: 980.154114
	Iteration 55Q: 3 clusters Score -3836102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3836153.000000 Penalty: 980.154114
	Iteration 56Q: 3 clusters Score -3836153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3836214.750000 Penalty: 980.154114
	Iteration 57Q: 3 clusters Score -3836215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3836268.000000 Penalty: 980.154114
	Iteration 58Q: 3 clusters Score -3836268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3836346.750000 Penalty: 980.154114
	Iteration 59Q: 3 clusters Score -3836347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3836409.750000 Penalty: 980.154114
	Iteration 60F: 3 clusters Score -3836410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3836468.000000 Penalty: 980.154114
	Iteration 61Q: 3 clusters Score -3836468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3836506.000000 Penalty: 980.154114
	Iteration 62Q: 3 clusters Score -3836506 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3836521.250000 Penalty: 980.154114
	Iteration 63Q: 3 clusters Score -3836521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3836550.750000 Penalty: 980.154114
	Iteration 64Q: 3 clusters Score -3836551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3836546.500000 Penalty: 980.154114
	Iteration 65Q: 3 clusters Score -3836546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3836533.000000 Penalty: 980.154114
	Iteration 66Q: 3 clusters Score -3836533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3836556.750000 Penalty: 980.154114
	Iteration 67Q: 3 clusters Score -3836557 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3836611.250000 Penalty: 980.154114
	Iteration 68Q: 3 clusters Score -3836611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3836652.000000 Penalty: 980.154114
	Iteration 69Q: 3 clusters Score -3836652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3836698.250000 Penalty: 980.154114
	Iteration 70Q: 3 clusters Score -3836698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3836747.750000 Penalty: 980.154114
	Iteration 71Q: 3 clusters Score -3836748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3836782.500000 Penalty: 980.154114
	Iteration 72Q: 3 clusters Score -3836782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3836828.250000 Penalty: 980.154114
	Iteration 73Q: 3 clusters Score -3836828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3836837.000000 Penalty: 980.154114
	Iteration 74Q: 3 clusters Score -3836837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3836837.000000 Penalty: 980.154114
	Iteration 75Q: 3 clusters Score -3836837 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3836860.250000 Penalty: 980.154114
	Iteration 76Q: 3 clusters Score -3836860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3836885.750000 Penalty: 980.154114
	Iteration 77Q: 3 clusters Score -3836886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -3836933.750000 Penalty: 980.154114
	Iteration 78Q: 3 clusters Score -3836934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3836958.000000 Penalty: 980.154114
	Iteration 79Q: 3 clusters Score -3836958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3837004.000000 Penalty: 980.154114
	Iteration 80F: 3 clusters Score -3837004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3837038.250000 Penalty: 980.154114
	Iteration 81Q: 3 clusters Score -3837038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3837059.500000 Penalty: 980.154114
	Iteration 82Q: 3 clusters Score -3837060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3837060.000000 Penalty: 980.154114
	Iteration 83Q: 3 clusters Score -3837060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3837102.250000 Penalty: 980.154114
	Iteration 84Q: 3 clusters Score -3837102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3837132.500000 Penalty: 980.154114
	Iteration 85Q: 3 clusters Score -3837132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3837145.250000 Penalty: 980.154114
	Iteration 86Q: 3 clusters Score -3837145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3837189.750000 Penalty: 980.154114
	Iteration 87Q: 3 clusters Score -3837190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3837220.250000 Penalty: 980.154114
	Iteration 88Q: 3 clusters Score -3837220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3837234.250000 Penalty: 980.154114
	Iteration 89Q: 3 clusters Score -3837234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3837284.500000 Penalty: 980.154114
	Iteration 90Q: 3 clusters Score -3837284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3837323.000000 Penalty: 980.154114
	Iteration 91Q: 3 clusters Score -3837323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3837330.000000 Penalty: 980.154114
	Iteration 92Q: 3 clusters Score -3837330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3837323.250000 Penalty: 980.154114
	Iteration 93Q: 3 clusters Score -3837323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3837327.250000 Penalty: 980.154114
	Iteration 94Q: 3 clusters Score -3837327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3837344.750000 Penalty: 980.154114
	Iteration 95Q: 3 clusters Score -3837345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3837384.250000 Penalty: 980.154114
	Iteration 96Q: 3 clusters Score -3837384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3837402.750000 Penalty: 980.154114
	Iteration 97Q: 3 clusters Score -3837403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3837408.250000 Penalty: 980.154114
	Iteration 98Q: 3 clusters Score -3837408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3837413.250000 Penalty: 980.154114
	Iteration 99Q: 3 clusters Score -3837413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3837419.000000 Penalty: 980.154114
	Iteration 100F: 3 clusters Score -3837419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3837409.750000 Penalty: 980.154114
	Iteration 101Q: 3 clusters Score -3837410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3837418.750000 Penalty: 980.154114
	Iteration 102Q: 3 clusters Score -3837419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3837430.000000 Penalty: 980.154114
	Iteration 103Q: 3 clusters Score -3837430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3837454.000000 Penalty: 980.154114
	Iteration 104Q: 3 clusters Score -3837454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3837460.250000 Penalty: 980.154114
	Iteration 105Q: 3 clusters Score -3837460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3837470.250000 Penalty: 980.154114
	Iteration 106Q: 3 clusters Score -3837470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3837473.250000 Penalty: 980.154114
	Iteration 107Q: 3 clusters Score -3837473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3837469.250000 Penalty: 980.154114
	Iteration 108Q: 3 clusters Score -3837469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3837481.750000 Penalty: 980.154114
	Iteration 109Q: 3 clusters Score -3837482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3837480.250000 Penalty: 980.154114
	Iteration 110Q: 3 clusters Score -3837480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3837476.000000 Penalty: 980.154114
	Iteration 111Q: 3 clusters Score -3837476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3837471.250000 Penalty: 980.154114
	Iteration 112Q: 3 clusters Score -3837471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3837468.500000 Penalty: 980.154114
	Iteration 113Q: 3 clusters Score -3837468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3837497.750000 Penalty: 980.154114
	Iteration 114Q: 3 clusters Score -3837498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3837505.000000 Penalty: 980.154114
	Iteration 115Q: 3 clusters Score -3837505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3837538.250000 Penalty: 980.154114
	Iteration 116Q: 3 clusters Score -3837538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3837513.250000 Penalty: 980.154114
	Iteration 117Q: 3 clusters Score -3837513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3837518.500000 Penalty: 980.154114
	Iteration 118Q: 3 clusters Score -3837518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3837523.500000 Penalty: 980.154114
	Iteration 119Q: 3 clusters Score -3837524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3837529.750000 Penalty: 980.154114
	Iteration 120F: 3 clusters Score -3837530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3837548.500000 Penalty: 980.154114
	Iteration 121Q: 3 clusters Score -3837548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3837564.500000 Penalty: 980.154114
	Iteration 122Q: 3 clusters Score -3837564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3837574.750000 Penalty: 980.154114
	Iteration 123Q: 3 clusters Score -3837575 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3837573.750000 Penalty: 980.154114
	Iteration 124Q: 3 clusters Score -3837574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3837579.000000 Penalty: 980.154114
	Iteration 125Q: 3 clusters Score -3837579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3837583.250000 Penalty: 980.154114
	Iteration 126Q: 3 clusters Score -3837583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3837573.250000 Penalty: 980.154114
	Iteration 127Q: 3 clusters Score -3837573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3837559.250000 Penalty: 980.154114
	Iteration 128Q: 3 clusters Score -3837559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3837544.500000 Penalty: 980.154114
	Iteration 129Q: 3 clusters Score -3837544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3837551.750000 Penalty: 980.154114
	Iteration 130Q: 3 clusters Score -3837552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3837569.250000 Penalty: 980.154114
	Iteration 131Q: 3 clusters Score -3837569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3837573.750000 Penalty: 980.154114
	Iteration 132Q: 3 clusters Score -3837574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3837580.250000 Penalty: 980.154114
	Iteration 133Q: 3 clusters Score -3837580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3837582.000000 Penalty: 980.154114
	Iteration 134Q: 3 clusters Score -3837582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3837588.500000 Penalty: 980.154114
	Iteration 135Q: 3 clusters Score -3837588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3837594.750000 Penalty: 980.154114
	Iteration 136Q: 3 clusters Score -3837595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3837591.000000 Penalty: 980.154114
	Iteration 137Q: 3 clusters Score -3837591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3837593.250000 Penalty: 980.154114
	Iteration 138Q: 3 clusters Score -3837593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3837589.500000 Penalty: 980.154114
	Iteration 139Q: 3 clusters Score -3837590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3837593.750000 Penalty: 980.154114
	Iteration 140F: 3 clusters Score -3837594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3837602.250000 Penalty: 980.154114
	Iteration 141Q: 3 clusters Score -3837602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3837600.750000 Penalty: 980.154114
	Iteration 142Q: 3 clusters Score -3837601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3837603.250000 Penalty: 980.154114
	Iteration 143Q: 3 clusters Score -3837603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3837611.750000 Penalty: 980.154114
	Iteration 144Q: 3 clusters Score -3837612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3837615.750000 Penalty: 980.154114
	Iteration 145Q: 3 clusters Score -3837616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3837617.500000 Penalty: 980.154114
	Iteration 146Q: 3 clusters Score -3837618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3837622.500000 Penalty: 980.154114
	Iteration 147Q: 3 clusters Score -3837622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3837619.000000 Penalty: 980.154114
	Iteration 148Q: 3 clusters Score -3837619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3837614.500000 Penalty: 980.154114
	Iteration 149Q: 3 clusters Score -3837614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3837615.500000 Penalty: 980.154114
	Iteration 150Q: 3 clusters Score -3837616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3837614.500000 Penalty: 980.154114
	Iteration 151Q: 3 clusters Score -3837614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3837606.750000 Penalty: 980.154114
	Iteration 152Q: 3 clusters Score -3837607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3837611.750000 Penalty: 980.154114
	Iteration 153Q: 3 clusters Score -3837612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3837604.750000 Penalty: 980.154114
	Iteration 154Q: 3 clusters Score -3837605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3837606.250000 Penalty: 980.154114
	Iteration 155Q: 3 clusters Score -3837606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3837610.250000 Penalty: 980.154114
	Iteration 156Q: 3 clusters Score -3837610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3837597.500000 Penalty: 980.154114
	Iteration 157Q: 3 clusters Score -3837598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3837592.000000 Penalty: 980.154114
	Iteration 158Q: 3 clusters Score -3837592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3837596.500000 Penalty: 980.154114
	Iteration 159Q: 3 clusters Score -3837596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3837599.500000 Penalty: 980.154114
	Iteration 160F: 3 clusters Score -3837600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3837597.250000 Penalty: 980.154114
	Iteration 161Q: 3 clusters Score -3837597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3837599.000000 Penalty: 980.154114
	Iteration 162Q: 3 clusters Score -3837599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3837594.500000 Penalty: 980.154114
	Iteration 163Q: 3 clusters Score -3837594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3837593.750000 Penalty: 980.154114
	Iteration 164Q: 3 clusters Score -3837594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3837597.750000 Penalty: 980.154114
	Iteration 165Q: 3 clusters Score -3837598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3837602.000000 Penalty: 980.154114
	Iteration 166Q: 3 clusters Score -3837602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3837602.750000 Penalty: 980.154114
	Iteration 167Q: 3 clusters Score -3837603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3837609.500000 Penalty: 980.154114
	Iteration 168Q: 3 clusters Score -3837610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3837608.000000 Penalty: 980.154114
	Iteration 169Q: 3 clusters Score -3837608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3837610.750000 Penalty: 980.154114
	Iteration 170Q: 3 clusters Score -3837611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3837606.000000 Penalty: 980.154114
	Iteration 171Q: 3 clusters Score -3837606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3837603.000000 Penalty: 980.154114
	Iteration 172Q: 3 clusters Score -3837603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3837612.750000 Penalty: 980.154114
	Iteration 173Q: 3 clusters Score -3837613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3837608.500000 Penalty: 980.154114
	Iteration 174Q: 3 clusters Score -3837608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3837608.500000 Penalty: 980.154114
	Iteration 175Q: 3 clusters Score -3837608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3837616.250000 Penalty: 980.154114
	Iteration 176Q: 3 clusters Score -3837616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3837613.500000 Penalty: 980.154114
	Iteration 177Q: 3 clusters Score -3837614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3837618.250000 Penalty: 980.154114
	Iteration 178Q: 3 clusters Score -3837618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3837614.500000 Penalty: 980.154114
	Iteration 179Q: 3 clusters Score -3837614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3837618.750000 Penalty: 980.154114
	Iteration 180F: 3 clusters Score -3837619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3837617.500000 Penalty: 980.154114
	Iteration 181Q: 3 clusters Score -3837618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3837620.250000 Penalty: 980.154114
	Iteration 182Q: 3 clusters Score -3837620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3837612.750000 Penalty: 980.154114
	Iteration 183Q: 3 clusters Score -3837613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3837613.250000 Penalty: 980.154114
	Iteration 184Q: 3 clusters Score -3837613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3837604.750000 Penalty: 980.154114
	Iteration 185Q: 3 clusters Score -3837605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3837607.750000 Penalty: 980.154114
	Iteration 186Q: 3 clusters Score -3837608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3837602.750000 Penalty: 980.154114
	Iteration 187Q: 3 clusters Score -3837603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3837595.750000 Penalty: 980.154114
	Iteration 188Q: 3 clusters Score -3837596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3837596.750000 Penalty: 980.154114
	Iteration 189Q: 3 clusters Score -3837597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3837593.000000 Penalty: 980.154114
	Iteration 190Q: 3 clusters Score -3837593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3837594.000000 Penalty: 980.154114
	Iteration 191Q: 3 clusters Score -3837594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3837596.000000 Penalty: 980.154114
	Iteration 192Q: 3 clusters Score -3837596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3837590.250000 Penalty: 980.154114
	Iteration 193Q: 3 clusters Score -3837590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3837587.750000 Penalty: 980.154114
	Iteration 194Q: 3 clusters Score -3837588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3837592.250000 Penalty: 980.154114
	Iteration 195Q: 3 clusters Score -3837592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3837606.750000 Penalty: 980.154114
	Iteration 196Q: 3 clusters Score -3837607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3837603.500000 Penalty: 980.154114
	Iteration 197Q: 3 clusters Score -3837604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3837594.000000 Penalty: 980.154114
	Iteration 198Q: 3 clusters Score -3837594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3837580.750000 Penalty: 980.154114
	Iteration 199Q: 3 clusters Score -3837581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3837581.500000 Penalty: 980.154114
	Iteration 200F: 3 clusters Score -3837582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3837577.250000 Penalty: 980.154114
	Iteration 201Q: 3 clusters Score -3837577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3837573.000000 Penalty: 980.154114
	Iteration 202Q: 3 clusters Score -3837573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3837576.250000 Penalty: 980.154114
	Iteration 203Q: 3 clusters Score -3837576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3837572.250000 Penalty: 980.154114
	Iteration 204Q: 3 clusters Score -3837572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3837575.250000 Penalty: 980.154114
	Iteration 205Q: 3 clusters Score -3837575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3837578.000000 Penalty: 980.154114
	Iteration 206Q: 3 clusters Score -3837578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3837577.250000 Penalty: 980.154114
	Iteration 207Q: 3 clusters Score -3837577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3837570.750000 Penalty: 980.154114
	Iteration 208Q: 3 clusters Score -3837571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3837580.250000 Penalty: 980.154114
	Iteration 209Q: 3 clusters Score -3837580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3837580.250000 Penalty: 980.154114
	Iteration 210F: 3 clusters Score -3837580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -67834.468750 Penalty: 313.430054
	Iteration 0F: 2 clusters Score -67834.47 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 487 members 
Entering Unmasked Estep 
Score: -67036.328125 Penalty: 626.860107
	Iteration 0F: 3 clusters Score -67036.33 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -67319.640625 Penalty: 626.860107
	Iteration 1F: 3 clusters Score -67319.64 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -67372.984375 Penalty: 626.860107
	Iteration 2F: 3 clusters Score -67372.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -67416.460938 Penalty: 626.860107
	Iteration 3Q: 3 clusters Score -67416.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -67441.093750 Penalty: 626.860107
	Iteration 4Q: 3 clusters Score -67441.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -67468.914062 Penalty: 626.860107
	Iteration 5Q: 3 clusters Score -67468.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -67490.796875 Penalty: 626.860107
	Iteration 6Q: 3 clusters Score -67490.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67498.820312 Penalty: 626.860107
	Iteration 7Q: 3 clusters Score -67498.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67508.570312 Penalty: 626.860107
	Iteration 8Q: 3 clusters Score -67508.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67514.765625 Penalty: 626.860107
	Iteration 9Q: 3 clusters Score -67514.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -67518.492188 Penalty: 626.860107
	Iteration 10Q: 3 clusters Score -67518.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -67524.882812 Penalty: 626.860107
	Iteration 11Q: 3 clusters Score -67524.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -67530.742188 Penalty: 626.860107
	Iteration 12Q: 3 clusters Score -67530.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -67536.578125 Penalty: 626.860107
	Iteration 13Q: 3 clusters Score -67536.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -67541.132812 Penalty: 626.860107
	Iteration 14Q: 3 clusters Score -67541.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -67547.796875 Penalty: 626.860107
	Iteration 15Q: 3 clusters Score -67547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -67551.625000 Penalty: 626.860107
	Iteration 16Q: 3 clusters Score -67551.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67556.039062 Penalty: 626.860107
	Iteration 17Q: 3 clusters Score -67556.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67560.296875 Penalty: 626.860107
	Iteration 18Q: 3 clusters Score -67560.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -67563.250000 Penalty: 626.860107
	Iteration 19Q: 3 clusters Score -67563.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67567.593750 Penalty: 626.860107
	Iteration 20F: 3 clusters Score -67567.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67570.843750 Penalty: 626.860107
	Iteration 21Q: 3 clusters Score -67570.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -67571.648438 Penalty: 626.860107
	Iteration 22Q: 3 clusters Score -67571.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -67575.007812 Penalty: 626.860107
	Iteration 23Q: 3 clusters Score -67575.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -67575.726562 Penalty: 626.860107
	Iteration 24Q: 3 clusters Score -67575.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67576.085938 Penalty: 626.860107
	Iteration 25Q: 3 clusters Score -67576.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -67576.085938 Penalty: 626.860107
	Iteration 26F: 3 clusters Score -67576.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (21051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Entering Unmasked Estep 
Score: -1664258.000000 Penalty: 452.938995
	Iteration 0F: 2 clusters Score -1664258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1650337.250000 Penalty: 905.877991
	Iteration 0F: 3 clusters Score -1650337 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1656078.000000 Penalty: 905.877991
	Iteration 1F: 3 clusters Score -1656078 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1656347.625000 Penalty: 905.877991
	Iteration 2Q: 3 clusters Score -1656348 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1656720.250000 Penalty: 905.877991
	Iteration 3Q: 3 clusters Score -1656720 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1657290.250000 Penalty: 905.877991
	Iteration 4Q: 3 clusters Score -1657290 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1658135.875000 Penalty: 905.877991
	Iteration 5F: 3 clusters Score -1658136 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1659236.500000 Penalty: 905.877991
	Iteration 6F: 3 clusters Score -1659236 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1660219.750000 Penalty: 905.877991
	Iteration 7F: 3 clusters Score -1660220 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1660822.250000 Penalty: 905.877991
	Iteration 8Q: 3 clusters Score -1660822 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1661188.000000 Penalty: 905.877991
	Iteration 9Q: 3 clusters Score -1661188 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1661450.000000 Penalty: 905.877991
	Iteration 10Q: 3 clusters Score -1661450 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1661697.875000 Penalty: 905.877991
	Iteration 11Q: 3 clusters Score -1661698 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1661932.000000 Penalty: 905.877991
	Iteration 12Q: 3 clusters Score -1661932 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1662192.875000 Penalty: 905.877991
	Iteration 13Q: 3 clusters Score -1662193 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1662481.750000 Penalty: 905.877991
	Iteration 14Q: 3 clusters Score -1662482 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1662753.625000 Penalty: 905.877991
	Iteration 15Q: 3 clusters Score -1662754 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1663004.375000 Penalty: 905.877991
	Iteration 16Q: 3 clusters Score -1663004 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1663185.875000 Penalty: 905.877991
	Iteration 17Q: 3 clusters Score -1663186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1663345.125000 Penalty: 905.877991
	Iteration 18Q: 3 clusters Score -1663345 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1663464.250000 Penalty: 905.877991
	Iteration 19Q: 3 clusters Score -1663464 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1663577.500000 Penalty: 905.877991
	Iteration 20F: 3 clusters Score -1663578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1663690.625000 Penalty: 905.877991
	Iteration 21Q: 3 clusters Score -1663691 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1663756.750000 Penalty: 905.877991
	Iteration 22Q: 3 clusters Score -1663757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1663797.500000 Penalty: 905.877991
	Iteration 23Q: 3 clusters Score -1663798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1663821.250000 Penalty: 905.877991
	Iteration 24Q: 3 clusters Score -1663821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1663839.625000 Penalty: 905.877991
	Iteration 25Q: 3 clusters Score -1663840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1663850.375000 Penalty: 905.877991
	Iteration 26Q: 3 clusters Score -1663850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1663856.250000 Penalty: 905.877991
	Iteration 27Q: 3 clusters Score -1663856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1663860.500000 Penalty: 905.877991
	Iteration 28Q: 3 clusters Score -1663860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1663862.500000 Penalty: 905.877991
	Iteration 29Q: 3 clusters Score -1663862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1663863.375000 Penalty: 905.877991
	Iteration 30Q: 3 clusters Score -1663863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1663863.375000 Penalty: 905.877991
	Iteration 31F: 3 clusters Score -1663863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -33498.011719 Penalty: 288.164215
	Iteration 0F: 2 clusters Score -33498.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32996.945312 Penalty: 576.328430
	Iteration 0F: 3 clusters Score -32996.95 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -33186.332031 Penalty: 576.328430
	Iteration 1F: 3 clusters Score -33186.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33305.828125 Penalty: 576.328430
	Iteration 2F: 3 clusters Score -33305.83 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -33399.101562 Penalty: 576.328430
	Iteration 3F: 3 clusters Score -33399.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33465.054688 Penalty: 576.328430
	Iteration 4F: 3 clusters Score -33465.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33500.855469 Penalty: 576.328430
	Iteration 5Q: 3 clusters Score -33500.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33525.761719 Penalty: 576.328430
	Iteration 6Q: 3 clusters Score -33525.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33537.089844 Penalty: 576.328430
	Iteration 7Q: 3 clusters Score -33537.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -33542.433594 Penalty: 576.328430
	Iteration 8Q: 3 clusters Score -33542.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -33545.234375 Penalty: 576.328430
	Iteration 9Q: 3 clusters Score -33545.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -33547.125000 Penalty: 576.328430
	Iteration 10Q: 3 clusters Score -33547.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -33547.382812 Penalty: 576.328430
	Iteration 11Q: 3 clusters Score -33547.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -33548.082031 Penalty: 576.328430
	Iteration 12Q: 3 clusters Score -33548.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33548.191406 Penalty: 576.328430
	Iteration 13Q: 3 clusters Score -33548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -33548.191406 Penalty: 576.328430
	Iteration 14F: 3 clusters Score -33548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 262 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 1144 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 129 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Mstep: Class 64 contains 21436 members 
Mstep: Class 65 contains 199 members 
Mstep: Class 66 contains 1178 members 
Mstep: Class 67 contains 356 members 
Entering Unmasked Estep 
Score: -42149096.000000 Penalty: 40329.742188
Splitting cluster 53 changes total score from -42134616.000000 to -42149096.000000
So it's getting split into cluster 67.
Entering ConstructFrom: 
Trying to split cluster 54 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13278.805664 Penalty: 247.035233
	Iteration 0F: 2 clusters Score -13278.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12992.068359 Penalty: 494.070465
	Iteration 0F: 3 clusters Score -12992.07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13083.729492 Penalty: 494.070465
	Iteration 1F: 3 clusters Score -13083.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13123.136719 Penalty: 494.070465
	Iteration 2F: 3 clusters Score -13123.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13139.384766 Penalty: 494.070465
	Iteration 3Q: 3 clusters Score -13139.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13171.247070 Penalty: 494.070465
	Iteration 4F: 3 clusters Score -13171.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13193.951172 Penalty: 494.070465
	Iteration 5Q: 3 clusters Score -13193.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13200.838867 Penalty: 494.070465
	Iteration 6Q: 3 clusters Score -13200.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13205.766602 Penalty: 494.070465
	Iteration 7Q: 3 clusters Score -13205.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13209.595703 Penalty: 494.070465
	Iteration 8Q: 3 clusters Score -13209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13219.349609 Penalty: 494.070465
	Iteration 9Q: 3 clusters Score -13219.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13238.736328 Penalty: 494.070465
	Iteration 10Q: 3 clusters Score -13238.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13247.430664 Penalty: 494.070465
	Iteration 11Q: 3 clusters Score -13247.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13250.427734 Penalty: 494.070465
	Iteration 12Q: 3 clusters Score -13250.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13252.735352 Penalty: 494.070465
	Iteration 13Q: 3 clusters Score -13252.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13255.684570 Penalty: 494.070465
	Iteration 14Q: 3 clusters Score -13255.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13258.201172 Penalty: 494.070465
	Iteration 15Q: 3 clusters Score -13258.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13258.201172 Penalty: 494.070465
	Iteration 16F: 3 clusters Score -13258.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -12985.866211 Penalty: 254.559357
	Iteration 0F: 2 clusters Score -12985.87 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 133 members 
Entering Unmasked Estep 
Score: -12645.042969 Penalty: 509.118713
	Iteration 0F: 3 clusters Score -12645.04 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12753.914062 Penalty: 509.118713
	Iteration 1F: 3 clusters Score -12753.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12791.372070 Penalty: 509.118713
	Iteration 2F: 3 clusters Score -12791.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12815.267578 Penalty: 509.118713
	Iteration 3F: 3 clusters Score -12815.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -12832.501953 Penalty: 509.118713
	Iteration 4Q: 3 clusters Score -12832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12848.779297 Penalty: 509.118713
	Iteration 5Q: 3 clusters Score -12848.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12874.610352 Penalty: 509.118713
	Iteration 6Q: 3 clusters Score -12874.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12906.924805 Penalty: 509.118713
	Iteration 7Q: 3 clusters Score -12906.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12931.888672 Penalty: 509.118713
	Iteration 8Q: 3 clusters Score -12931.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12946.548828 Penalty: 509.118713
	Iteration 9Q: 3 clusters Score -12946.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12957.484375 Penalty: 509.118713
	Iteration 10Q: 3 clusters Score -12957.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12964.340820 Penalty: 509.118713
	Iteration 11Q: 3 clusters Score -12964.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12967.835938 Penalty: 509.118713
	Iteration 12Q: 3 clusters Score -12967.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12969.460938 Penalty: 509.118713
	Iteration 13Q: 3 clusters Score -12969.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12970.137695 Penalty: 509.118713
	Iteration 14Q: 3 clusters Score -12970.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12970.137695 Penalty: 509.118713
	Iteration 15F: 3 clusters Score -12970.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Entering Unmasked Estep 
Score: -8823.678711 Penalty: 221.121460
	Iteration 0F: 2 clusters Score -8823.679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8633.134766 Penalty: 442.242920
	Iteration 0F: 3 clusters Score -8633.135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8699.586914 Penalty: 442.242920
	Iteration 1F: 3 clusters Score -8699.587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8735.990234 Penalty: 442.242920
	Iteration 2F: 3 clusters Score -8735.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8763.921875 Penalty: 442.242920
	Iteration 3Q: 3 clusters Score -8763.922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8917.913086 Penalty: 442.242920
	Iteration 4F: 3 clusters Score -8917.913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8935.253906 Penalty: 442.242920
	Iteration 5Q: 3 clusters Score -8935.254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -8942.085938 Penalty: 442.242920
	Iteration 6Q: 3 clusters Score -8942.086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -8947.335938 Penalty: 442.242920
	Iteration 7Q: 3 clusters Score -8947.336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -8952.457031 Penalty: 442.242920
	Iteration 8Q: 3 clusters Score -8952.457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -8954.954102 Penalty: 442.242920
	Iteration 9Q: 3 clusters Score -8954.954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -8960.238281 Penalty: 442.242920
	Iteration 10Q: 3 clusters Score -8960.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -8960.238281 Penalty: 442.242920
	Iteration 11F: 3 clusters Score -8960.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 262 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 1144 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 99 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 24518 members 
Mstep: Class 59 contains 3822 members 
Mstep: Class 60 contains 22193 members 
Mstep: Class 61 contains 172 members 
Mstep: Class 62 contains 31575 members 
Mstep: Class 63 contains 124 members 
Mstep: Class 64 contains 21436 members 
Mstep: Class 65 contains 199 members 
Mstep: Class 66 contains 1178 members 
Mstep: Class 67 contains 356 members 
Mstep: Class 68 contains 30 members 
Entering Unmasked Estep 
Score: -42148868.000000 Penalty: 40931.675781
Splitting cluster 56 changes total score from -42134616.000000 to -42148868.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 57 (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: -59012.996094 Penalty: 304.995056
	Iteration 0F: 2 clusters Score -59013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -58297.761719 Penalty: 609.990112
	Iteration 0F: 3 clusters Score -58297.76 nChanged 327
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: -58491.753906 Penalty: 609.990112
	Iteration 1F: 3 clusters Score -58491.75 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58542.855469 Penalty: 609.990112
	Iteration 2F: 3 clusters Score -58542.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58573.996094 Penalty: 609.990112
	Iteration 3F: 3 clusters Score -58574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58590.242188 Penalty: 609.990112
	Iteration 4Q: 3 clusters Score -58590.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -58596.652344 Penalty: 609.990112
	Iteration 5Q: 3 clusters Score -58596.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -58603.968750 Penalty: 609.990112
	Iteration 6Q: 3 clusters Score -58603.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58613.925781 Penalty: 609.990112
	Iteration 7Q: 3 clusters Score -58613.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58622.625000 Penalty: 609.990112
	Iteration 8Q: 3 clusters Score -58622.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58633.968750 Penalty: 609.990112
	Iteration 9Q: 3 clusters Score -58633.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58645.875000 Penalty: 609.990112
	Iteration 10Q: 3 clusters Score -58645.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58666.156250 Penalty: 609.990112
	Iteration 11Q: 3 clusters Score -58666.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58692.125000 Penalty: 609.990112
	Iteration 12Q: 3 clusters Score -58692.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58708.628906 Penalty: 609.990112
	Iteration 13Q: 3 clusters Score -58708.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58727.507812 Penalty: 609.990112
	Iteration 14Q: 3 clusters Score -58727.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58750.273438 Penalty: 609.990112
	Iteration 15Q: 3 clusters Score -58750.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58761.359375 Penalty: 609.990112
	Iteration 16Q: 3 clusters Score -58761.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58764.179688 Penalty: 609.990112
	Iteration 17Q: 3 clusters Score -58764.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58768.031250 Penalty: 609.990112
	Iteration 18Q: 3 clusters Score -58768.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58772.226562 Penalty: 609.990112
	Iteration 19Q: 3 clusters Score -58772.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58772.929688 Penalty: 609.990112
	Iteration 20F: 3 clusters Score -58772.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58774.128906 Penalty: 609.990112
	Iteration 21Q: 3 clusters Score -58774.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58777.218750 Penalty: 609.990112
	Iteration 22Q: 3 clusters Score -58777.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58778.429688 Penalty: 609.990112
	Iteration 23Q: 3 clusters Score -58778.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58778.429688 Penalty: 609.990112
	Iteration 24F: 3 clusters Score -58778.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 15219 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 39364 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 180 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 23963 members 
Mstep: Class 18 contains 27713 members 
Mstep: Class 19 contains 20118 members 
Mstep: Class 20 contains 88 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 13979 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 842 members 
Mstep: Class 28 contains 455 members 
Mstep: Class 29 contains 6330 members 
Mstep: Class 30 contains 112 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1733 members 
Mstep: Class 34 contains 44847 members 
Mstep: Class 35 contains 39298 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 25616 members 
Mstep: Class 39 contains 10546 members 
Mstep: Class 40 contains 262 members 
Mstep: Class 41 contains 4708 members 
Mstep: Class 42 contains 379 members 
Mstep: Class 43 contains 997 members 
Mstep: Class 44 contains 1144 members 
Mstep: Class 45 contains 6796 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 377 members 
Mstep: Class 48 contains 3516 members 
Mstep: Class 49 contains 262 members 
Mstep: Class 50 contains 47616 members 
Mstep: Class 51 contains 981 members 
Mstep: Class 52 contains 21051 members 
Mstep: Class 53 contains 207 members 
Mstep: Class 54 contains 228 members 
Mstep: Class 55 contains 269 members 
Mstep: Class 56 contains 99 members 
Mstep: Class 57 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 68. Lose 382.071777 but Gain 601.933594
Score: -42154852.000000 Penalty: 40329.742188
Iteration 119Q: 68 clusters Score -4.215485e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 15186 members 
Mstep: Class 5 contains 276 members 
Mstep: Class 6 contains 25096 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 38631 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 1525 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 23972 members 
Mstep: Class 18 contains 27671 members 
Mstep: Class 19 contains 20139 members 
Mstep: Class 20 contains 103 members 
Mstep: Class 21 contains 9941 members 
Mstep: Class 22 contains 138 members 
Mstep: Class 23 contains 3270 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 14535 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 844 members 
Mstep: Class 28 contains 445 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 108 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1722 members 
Mstep: Class 34 contains 44838 members 
Mstep: Class 35 contains 39317 members 
Mstep: Class 36 contains 355 members 
Mstep: Class 37 contains 889 members 
Mstep: Class 38 contains 28653 members 
Mstep: Class 39 contains 10636 members 
Mstep: Class 40 contains 270 members 
Mstep: Class 41 contains 4622 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 1236 members 
Mstep: Class 45 contains 6830 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 368 members 
Mstep: Class 48 contains 3536 members 
Mstep: Class 49 contains 267 members 
Mstep: Class 50 contains 47094 members 
Mstep: Class 51 contains 989 members 
Mstep: Class 52 contains 21782 members 
Mstep: Class 53 contains 216 members 
Mstep: Class 54 contains 229 members 
Mstep: Class 55 contains 266 members 
Mstep: Class 56 contains 105 members 
Mstep: Class 57 contains 815 members 
Mstep: Class 58 contains 21343 members 
Mstep: Class 59 contains 4020 members 
Mstep: Class 60 contains 21870 members 
Mstep: Class 61 contains 171 members 
Mstep: Class 62 contains 31373 members 
Mstep: Class 63 contains 121 members 
Mstep: Class 64 contains 21922 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1083 members 
Mstep: Class 67 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 503.789886 but Gain 601.937500
Score: -42159252.000000 Penalty: 39727.804688
Iteration 120F: 67 clusters Score -4.215925e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3167 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 265 members 
Mstep: Class 6 contains 25077 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37668 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 327 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 23979 members 
Mstep: Class 18 contains 27634 members 
Mstep: Class 19 contains 20159 members 
Mstep: Class 20 contains 111 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 135 members 
Mstep: Class 23 contains 3269 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 25 contains 15062 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 431 members 
Mstep: Class 29 contains 6350 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1694 members 
Mstep: Class 34 contains 44841 members 
Mstep: Class 35 contains 39335 members 
Mstep: Class 36 contains 355 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 31560 members 
Mstep: Class 39 contains 10677 members 
Mstep: Class 40 contains 272 members 
Mstep: Class 41 contains 4419 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1043 members 
Mstep: Class 44 contains 1294 members 
Mstep: Class 45 contains 6545 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 363 members 
Mstep: Class 48 contains 3505 members 
Mstep: Class 49 contains 267 members 
Mstep: Class 50 contains 46765 members 
Mstep: Class 51 contains 982 members 
Mstep: Class 52 contains 22395 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 229 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 816 members 
Mstep: Class 58 contains 18697 members 
Mstep: Class 59 contains 4188 members 
Mstep: Class 60 contains 21728 members 
Mstep: Class 61 contains 218 members 
Mstep: Class 62 contains 31635 members 
Mstep: Class 63 contains 157 members 
Mstep: Class 64 contains 24108 members 
Mstep: Class 65 contains 189 members 
Mstep: Class 66 contains 1095 members 
Mstep: Class 67 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160812.000000 Penalty: 39727.804688
Iteration 121Q: 67 clusters Score -4.216081e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 15064 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 25088 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1356 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 23942 members 
Mstep: Class 18 contains 27589 members 
Mstep: Class 19 contains 20179 members 
Mstep: Class 20 contains 110 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 22 contains 131 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 15632 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 422 members 
Mstep: Class 29 contains 6337 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1672 members 
Mstep: Class 34 contains 44879 members 
Mstep: Class 35 contains 39356 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 34579 members 
Mstep: Class 39 contains 10718 members 
Mstep: Class 40 contains 273 members 
Mstep: Class 41 contains 4249 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 1333 members 
Mstep: Class 45 contains 6394 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 3510 members 
Mstep: Class 49 contains 267 members 
Mstep: Class 50 contains 46366 members 
Mstep: Class 51 contains 971 members 
Mstep: Class 52 contains 22909 members 
Mstep: Class 53 contains 241 members 
Mstep: Class 54 contains 229 members 
Mstep: Class 55 contains 255 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 821 members 
Mstep: Class 58 contains 15647 members 
Mstep: Class 59 contains 4350 members 
Mstep: Class 60 contains 21554 members 
Mstep: Class 61 contains 218 members 
Mstep: Class 62 contains 31765 members 
Mstep: Class 63 contains 167 members 
Mstep: Class 64 contains 26643 members 
Mstep: Class 65 contains 188 members 
Mstep: Class 66 contains 1083 members 
Mstep: Class 67 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42160720.000000 Penalty: 39727.804688
Iteration 122Q: 67 clusters Score -4.216072e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 25065 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36504 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1318 members 
Mstep: Class 12 contains 5717 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 23911 members 
Mstep: Class 18 contains 27553 members 
Mstep: Class 19 contains 20200 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 129 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 16263 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 430 members 
Mstep: Class 29 contains 6313 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1658 members 
Mstep: Class 34 contains 44884 members 
Mstep: Class 35 contains 39409 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 889 members 
Mstep: Class 38 contains 37228 members 
Mstep: Class 39 contains 10744 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 4067 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1209 members 
Mstep: Class 44 contains 1341 members 
Mstep: Class 45 contains 6297 members 
Mstep: Class 46 contains 520 members 
Mstep: Class 47 contains 357 members 
Mstep: Class 48 contains 3498 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 45956 members 
Mstep: Class 51 contains 966 members 
Mstep: Class 52 contains 23315 members 
Mstep: Class 53 contains 239 members 
Mstep: Class 54 contains 229 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 828 members 
Mstep: Class 58 contains 12479 members 
Mstep: Class 59 contains 4472 members 
Mstep: Class 60 contains 21386 members 
Mstep: Class 61 contains 218 members 
Mstep: Class 62 contains 31863 members 
Mstep: Class 63 contains 168 members 
Mstep: Class 64 contains 29944 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1084 members 
Mstep: Class 67 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159408.000000 Penalty: 39727.804688
Iteration 123Q: 67 clusters Score -4.215941e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 3170 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 6 contains 24987 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 35856 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1288 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 13 contains 321 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 23890 members 
Mstep: Class 18 contains 27520 members 
Mstep: Class 19 contains 20215 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9909 members 
Mstep: Class 22 contains 129 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 16928 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 427 members 
Mstep: Class 29 contains 6288 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1640 members 
Mstep: Class 34 contains 44913 members 
Mstep: Class 35 contains 39438 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 892 members 
Mstep: Class 38 contains 39317 members 
Mstep: Class 39 contains 10772 members 
Mstep: Class 40 contains 272 members 
Mstep: Class 41 contains 3889 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1283 members 
Mstep: Class 44 contains 1345 members 
Mstep: Class 45 contains 6239 members 
Mstep: Class 46 contains 520 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 3502 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 45581 members 
Mstep: Class 51 contains 960 members 
Mstep: Class 52 contains 23575 members 
Mstep: Class 53 contains 238 members 
Mstep: Class 54 contains 230 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 835 members 
Mstep: Class 58 contains 10108 members 
Mstep: Class 59 contains 4576 members 
Mstep: Class 60 contains 21268 members 
Mstep: Class 61 contains 218 members 
Mstep: Class 62 contains 31887 members 
Mstep: Class 63 contains 172 members 
Mstep: Class 64 contains 33630 members 
Mstep: Class 65 contains 191 members 
Mstep: Class 66 contains 1079 members 
Mstep: Class 67 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157792.000000 Penalty: 39727.804688
Iteration 124Q: 67 clusters Score -4.215779e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3165 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 265 members 
Mstep: Class 6 contains 24846 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 34381 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 5782 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 23882 members 
Mstep: Class 18 contains 27474 members 
Mstep: Class 19 contains 20241 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9910 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17605 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 424 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1624 members 
Mstep: Class 34 contains 44914 members 
Mstep: Class 35 contains 39462 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 892 members 
Mstep: Class 38 contains 40974 members 
Mstep: Class 39 contains 10806 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3721 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1353 members 
Mstep: Class 44 contains 1346 members 
Mstep: Class 45 contains 6201 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 354 members 
Mstep: Class 48 contains 3503 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 45226 members 
Mstep: Class 51 contains 953 members 
Mstep: Class 52 contains 23833 members 
Mstep: Class 53 contains 235 members 
Mstep: Class 54 contains 231 members 
Mstep: Class 55 contains 255 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 838 members 
Mstep: Class 58 contains 8815 members 
Mstep: Class 59 contains 4665 members 
Mstep: Class 60 contains 21178 members 
Mstep: Class 61 contains 219 members 
Mstep: Class 62 contains 31895 members 
Mstep: Class 63 contains 173 members 
Mstep: Class 64 contains 36745 members 
Mstep: Class 65 contains 191 members 
Mstep: Class 66 contains 1067 members 
Mstep: Class 67 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42155600.000000 Penalty: 39727.804688
Iteration 125Q: 67 clusters Score -4.21556e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 265 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 3215 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 32364 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5808 members 
Mstep: Class 13 contains 320 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 231 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 23900 members 
Mstep: Class 18 contains 27416 members 
Mstep: Class 19 contains 20266 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18306 members 
Mstep: Class 26 contains 918 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 425 members 
Mstep: Class 29 contains 6210 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1613 members 
Mstep: Class 34 contains 44924 members 
Mstep: Class 35 contains 39466 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 42610 members 
Mstep: Class 39 contains 10832 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3600 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1428 members 
Mstep: Class 44 contains 1356 members 
Mstep: Class 45 contains 6174 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 355 members 
Mstep: Class 48 contains 3503 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 44829 members 
Mstep: Class 51 contains 947 members 
Mstep: Class 52 contains 24127 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 232 members 
Mstep: Class 55 contains 254 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 841 members 
Mstep: Class 58 contains 8149 members 
Mstep: Class 59 contains 4735 members 
Mstep: Class 60 contains 21099 members 
Mstep: Class 61 contains 223 members 
Mstep: Class 62 contains 31880 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 38686 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1057 members 
Mstep: Class 67 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42152900.000000 Penalty: 39727.804688
Iteration 126Q: 67 clusters Score -4.21529e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 265 members 
Mstep: Class 6 contains 24464 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 29794 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 318 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 23948 members 
Mstep: Class 18 contains 27366 members 
Mstep: Class 19 contains 20285 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19082 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 423 members 
Mstep: Class 29 contains 6166 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1594 members 
Mstep: Class 34 contains 44934 members 
Mstep: Class 35 contains 39453 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 898 members 
Mstep: Class 38 contains 44636 members 
Mstep: Class 39 contains 10854 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3494 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1495 members 
Mstep: Class 44 contains 1367 members 
Mstep: Class 45 contains 6155 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 358 members 
Mstep: Class 48 contains 3491 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 44387 members 
Mstep: Class 51 contains 948 members 
Mstep: Class 52 contains 24367 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 233 members 
Mstep: Class 55 contains 253 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 845 members 
Mstep: Class 58 contains 8129 members 
Mstep: Class 59 contains 4808 members 
Mstep: Class 60 contains 21019 members 
Mstep: Class 61 contains 223 members 
Mstep: Class 62 contains 31901 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 39716 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1050 members 
Mstep: Class 67 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150076.000000 Penalty: 39727.804688
Iteration 127Q: 67 clusters Score -4.215008e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 14723 members 
Mstep: Class 5 contains 263 members 
Mstep: Class 6 contains 24175 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27238 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5853 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 23993 members 
Mstep: Class 18 contains 27313 members 
Mstep: Class 19 contains 20294 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9909 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19921 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 420 members 
Mstep: Class 29 contains 6126 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 1579 members 
Mstep: Class 34 contains 44962 members 
Mstep: Class 35 contains 39434 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 901 members 
Mstep: Class 38 contains 46460 members 
Mstep: Class 39 contains 10872 members 
Mstep: Class 40 contains 276 members 
Mstep: Class 41 contains 3399 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1553 members 
Mstep: Class 44 contains 1373 members 
Mstep: Class 45 contains 6143 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 360 members 
Mstep: Class 48 contains 3476 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 43939 members 
Mstep: Class 51 contains 951 members 
Mstep: Class 52 contains 24559 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 254 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 850 members 
Mstep: Class 58 contains 8561 members 
Mstep: Class 59 contains 4881 members 
Mstep: Class 60 contains 20942 members 
Mstep: Class 61 contains 223 members 
Mstep: Class 62 contains 31906 members 
Mstep: Class 63 contains 170 members 
Mstep: Class 64 contains 40280 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1039 members 
Mstep: Class 67 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147036.000000 Penalty: 39727.804688
Iteration 128Q: 67 clusters Score -4.214704e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 14651 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 23834 members 
Mstep: Class 7 contains 3216 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 25313 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1236 members 
Mstep: Class 12 contains 5867 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 24027 members 
Mstep: Class 18 contains 27261 members 
Mstep: Class 19 contains 20318 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20865 members 
Mstep: Class 26 contains 916 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 419 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1564 members 
Mstep: Class 34 contains 44988 members 
Mstep: Class 35 contains 39422 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 902 members 
Mstep: Class 38 contains 47493 members 
Mstep: Class 39 contains 10886 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3296 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1614 members 
Mstep: Class 44 contains 1391 members 
Mstep: Class 45 contains 6141 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 363 members 
Mstep: Class 48 contains 3469 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 43473 members 
Mstep: Class 51 contains 951 members 
Mstep: Class 52 contains 24647 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 254 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 853 members 
Mstep: Class 58 contains 9412 members 
Mstep: Class 59 contains 4939 members 
Mstep: Class 60 contains 20874 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31885 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 40563 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1030 members 
Mstep: Class 67 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145436.000000 Penalty: 39727.804688
Iteration 129Q: 67 clusters Score -4.214544e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 14597 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 23496 members 
Mstep: Class 7 contains 3219 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 24164 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1232 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 229 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 24103 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 20329 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9892 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3288 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21931 members 
Mstep: Class 26 contains 917 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 417 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1541 members 
Mstep: Class 34 contains 45021 members 
Mstep: Class 35 contains 39383 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 902 members 
Mstep: Class 38 contains 47630 members 
Mstep: Class 39 contains 10900 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3174 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1668 members 
Mstep: Class 44 contains 1418 members 
Mstep: Class 45 contains 6127 members 
Mstep: Class 46 contains 521 members 
Mstep: Class 47 contains 364 members 
Mstep: Class 48 contains 3469 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 42806 members 
Mstep: Class 51 contains 946 members 
Mstep: Class 52 contains 24697 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 254 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 856 members 
Mstep: Class 58 contains 10530 members 
Mstep: Class 59 contains 4999 members 
Mstep: Class 60 contains 20814 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 31952 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 40680 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1022 members 
Mstep: Class 67 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42144940.000000 Penalty: 39727.804688
Iteration 130Q: 67 clusters Score -4.214494e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 23444 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 24179 members 
Mstep: Class 18 contains 27125 members 
Mstep: Class 19 contains 20356 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23222 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 414 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1514 members 
Mstep: Class 34 contains 45051 members 
Mstep: Class 35 contains 39351 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 902 members 
Mstep: Class 38 contains 47204 members 
Mstep: Class 39 contains 10917 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 3051 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1702 members 
Mstep: Class 44 contains 1447 members 
Mstep: Class 45 contains 6108 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3464 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 41787 members 
Mstep: Class 51 contains 945 members 
Mstep: Class 52 contains 24709 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 254 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 858 members 
Mstep: Class 58 contains 11975 members 
Mstep: Class 59 contains 5034 members 
Mstep: Class 60 contains 20767 members 
Mstep: Class 61 contains 219 members 
Mstep: Class 62 contains 32200 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 40627 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1010 members 
Mstep: Class 67 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145540.000000 Penalty: 39727.804688
Iteration 131Q: 67 clusters Score -4.214554e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 3225 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 22897 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 24269 members 
Mstep: Class 18 contains 27060 members 
Mstep: Class 19 contains 20385 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9865 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24914 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 410 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1497 members 
Mstep: Class 34 contains 45063 members 
Mstep: Class 35 contains 39332 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 903 members 
Mstep: Class 38 contains 46565 members 
Mstep: Class 39 contains 10919 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2932 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1728 members 
Mstep: Class 44 contains 1467 members 
Mstep: Class 45 contains 6083 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3464 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 40204 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 24777 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 255 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 863 members 
Mstep: Class 58 contains 13592 members 
Mstep: Class 59 contains 5073 members 
Mstep: Class 60 contains 20731 members 
Mstep: Class 61 contains 217 members 
Mstep: Class 62 contains 32726 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 40358 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 1002 members 
Mstep: Class 67 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42145500.000000 Penalty: 39727.804688
Iteration 132Q: 67 clusters Score -4.21455e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 14391 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21997 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 22337 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 227 members 
Mstep: Class 16 contains 5919 members 
Mstep: Class 17 contains 24331 members 
Mstep: Class 18 contains 27004 members 
Mstep: Class 19 contains 20392 members 
Mstep: Class 20 contains 109 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26959 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 408 members 
Mstep: Class 29 contains 6054 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1481 members 
Mstep: Class 34 contains 45089 members 
Mstep: Class 35 contains 39347 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 45842 members 
Mstep: Class 39 contains 10930 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2801 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1751 members 
Mstep: Class 44 contains 1485 members 
Mstep: Class 45 contains 6048 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3453 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 38237 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 24893 members 
Mstep: Class 53 contains 240 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 868 members 
Mstep: Class 58 contains 15481 members 
Mstep: Class 59 contains 5088 members 
Mstep: Class 60 contains 20703 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 33452 members 
Mstep: Class 63 contains 171 members 
Mstep: Class 64 contains 39903 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 993 members 
Mstep: Class 67 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42147348.000000 Penalty: 39727.804688
Iteration 133Q: 67 clusters Score -4.214735e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 21466 members 
Mstep: Class 7 contains 3224 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 21809 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1223 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 24399 members 
Mstep: Class 18 contains 26955 members 
Mstep: Class 19 contains 20401 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9814 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 28530 members 
Mstep: Class 26 contains 915 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 402 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 45094 members 
Mstep: Class 35 contains 39356 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 45207 members 
Mstep: Class 39 contains 10955 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2659 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1780 members 
Mstep: Class 44 contains 1499 members 
Mstep: Class 45 contains 6011 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3445 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 36588 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 25009 members 
Mstep: Class 53 contains 241 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 875 members 
Mstep: Class 58 contains 17426 members 
Mstep: Class 59 contains 5096 members 
Mstep: Class 60 contains 20661 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 34270 members 
Mstep: Class 63 contains 170 members 
Mstep: Class 64 contains 39211 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42148984.000000 Penalty: 39727.804688
Iteration 134Q: 67 clusters Score -4.214898e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3158 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 20924 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 21187 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5901 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 230 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 24470 members 
Mstep: Class 18 contains 26892 members 
Mstep: Class 19 contains 20416 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9793 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 29326 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6047 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 45124 members 
Mstep: Class 35 contains 39349 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 44922 members 
Mstep: Class 39 contains 10975 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2461 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1812 members 
Mstep: Class 44 contains 1508 members 
Mstep: Class 45 contains 5989 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3432 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 35692 members 
Mstep: Class 51 contains 948 members 
Mstep: Class 52 contains 25108 members 
Mstep: Class 53 contains 241 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 256 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 878 members 
Mstep: Class 58 contains 19312 members 
Mstep: Class 59 contains 5111 members 
Mstep: Class 60 contains 20621 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 35150 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 38324 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42150208.000000 Penalty: 39727.804688
Iteration 135Q: 67 clusters Score -4.215021e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 14173 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 20407 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 20659 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 5934 members 
Mstep: Class 17 contains 24544 members 
Mstep: Class 18 contains 26823 members 
Mstep: Class 19 contains 20430 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9775 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 29222 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 6040 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1437 members 
Mstep: Class 34 contains 45161 members 
Mstep: Class 35 contains 39331 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 44839 members 
Mstep: Class 39 contains 10975 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2243 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1845 members 
Mstep: Class 44 contains 1522 members 
Mstep: Class 45 contains 5972 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3409 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 35699 members 
Mstep: Class 51 contains 947 members 
Mstep: Class 52 contains 25198 members 
Mstep: Class 53 contains 245 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 886 members 
Mstep: Class 58 contains 21041 members 
Mstep: Class 59 contains 5139 members 
Mstep: Class 60 contains 20579 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 36012 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 37272 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151132.000000 Penalty: 39727.804688
Iteration 136Q: 67 clusters Score -4.215113e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 14131 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 20015 members 
Mstep: Class 7 contains 3222 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 20184 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 24625 members 
Mstep: Class 18 contains 26757 members 
Mstep: Class 19 contains 20436 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9764 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 28830 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 6030 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1426 members 
Mstep: Class 34 contains 45193 members 
Mstep: Class 35 contains 39321 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 910 members 
Mstep: Class 38 contains 44482 members 
Mstep: Class 39 contains 10958 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 2067 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1873 members 
Mstep: Class 44 contains 1528 members 
Mstep: Class 45 contains 5944 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3382 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 35886 members 
Mstep: Class 51 contains 944 members 
Mstep: Class 52 contains 25309 members 
Mstep: Class 53 contains 245 members 
Mstep: Class 54 contains 237 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 891 members 
Mstep: Class 58 contains 22257 members 
Mstep: Class 59 contains 5166 members 
Mstep: Class 60 contains 20546 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 36853 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 36926 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151436.000000 Penalty: 39727.804688
Iteration 137Q: 67 clusters Score -4.215144e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 19692 members 
Mstep: Class 7 contains 3208 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 19642 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 5907 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 24714 members 
Mstep: Class 18 contains 26701 members 
Mstep: Class 19 contains 20442 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9754 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 28247 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1415 members 
Mstep: Class 34 contains 45221 members 
Mstep: Class 35 contains 39287 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 44232 members 
Mstep: Class 39 contains 10944 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1924 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1904 members 
Mstep: Class 44 contains 1535 members 
Mstep: Class 45 contains 5936 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3364 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 36165 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 25393 members 
Mstep: Class 53 contains 246 members 
Mstep: Class 54 contains 237 members 
Mstep: Class 55 contains 258 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 899 members 
Mstep: Class 58 contains 23221 members 
Mstep: Class 59 contains 5199 members 
Mstep: Class 60 contains 20503 members 
Mstep: Class 61 contains 215 members 
Mstep: Class 62 contains 37652 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 36802 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151804.000000 Penalty: 39727.804688
Iteration 138Q: 67 clusters Score -4.21518e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 14074 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 19506 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 19127 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 26648 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9749 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27523 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 45224 members 
Mstep: Class 35 contains 39263 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 43930 members 
Mstep: Class 39 contains 10941 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1827 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1925 members 
Mstep: Class 44 contains 1539 members 
Mstep: Class 45 contains 5949 members 
Mstep: Class 46 contains 529 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3335 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 36368 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 25442 members 
Mstep: Class 53 contains 242 members 
Mstep: Class 54 contains 237 members 
Mstep: Class 55 contains 258 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 903 members 
Mstep: Class 58 contains 24033 members 
Mstep: Class 59 contains 5246 members 
Mstep: Class 60 contains 20450 members 
Mstep: Class 61 contains 214 members 
Mstep: Class 62 contains 38464 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 36881 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42151548.000000 Penalty: 39727.804688
Iteration 139Q: 67 clusters Score -4.215155e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 14039 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 19366 members 
Mstep: Class 7 contains 3199 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 18705 members 
Mstep: Class 10 contains 602 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 232 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 26609 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9740 members 
Mstep: Class 22 contains 128 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26753 members 
Mstep: Class 26 contains 913 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 45214 members 
Mstep: Class 35 contains 39242 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 43653 members 
Mstep: Class 39 contains 10936 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1761 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1944 members 
Mstep: Class 44 contains 1551 members 
Mstep: Class 45 contains 5955 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 367 members 
Mstep: Class 48 contains 3321 members 
Mstep: Class 49 contains 266 members 
Mstep: Class 50 contains 36558 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 25456 members 
Mstep: Class 53 contains 240 members 
Mstep: Class 54 contains 238 members 
Mstep: Class 55 contains 258 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 907 members 
Mstep: Class 58 contains 24662 members 
Mstep: Class 59 contains 5274 members 
Mstep: Class 60 contains 20404 members 
Mstep: Class 61 contains 213 members 
Mstep: Class 62 contains 39277 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 37016 members 
Mstep: Class 65 contains 190 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158352.000000 Penalty: 39727.804688
Iteration 140F: 67 clusters Score -4.215835e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 14008 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 19244 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 17455 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 5902 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 388 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 26565 members 
Mstep: Class 19 contains 20543 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 30406 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1361 members 
Mstep: Class 34 contains 45224 members 
Mstep: Class 35 contains 39217 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 42705 members 
Mstep: Class 39 contains 10938 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1704 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 1976 members 
Mstep: Class 44 contains 1551 members 
Mstep: Class 45 contains 5927 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 32407 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 25441 members 
Mstep: Class 53 contains 241 members 
Mstep: Class 54 contains 238 members 
Mstep: Class 55 contains 258 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 919 members 
Mstep: Class 58 contains 26907 members 
Mstep: Class 59 contains 5298 members 
Mstep: Class 60 contains 20339 members 
Mstep: Class 61 contains 213 members 
Mstep: Class 62 contains 40038 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39597 members 
Mstep: Class 65 contains 187 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158672.000000 Penalty: 39727.804688
Iteration 141Q: 67 clusters Score -4.215867e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 13985 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 18844 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 16623 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 5902 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5964 members 
Mstep: Class 17 contains 24972 members 
Mstep: Class 18 contains 26523 members 
Mstep: Class 19 contains 20584 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 34607 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1342 members 
Mstep: Class 34 contains 45227 members 
Mstep: Class 35 contains 39192 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 41528 members 
Mstep: Class 39 contains 10943 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1586 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2003 members 
Mstep: Class 44 contains 1551 members 
Mstep: Class 45 contains 5906 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3272 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 27810 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 25256 members 
Mstep: Class 53 contains 240 members 
Mstep: Class 54 contains 238 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 934 members 
Mstep: Class 58 contains 29187 members 
Mstep: Class 59 contains 5329 members 
Mstep: Class 60 contains 20273 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 41017 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 40608 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 992 members 
Mstep: Class 67 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159184.000000 Penalty: 39727.804688
Iteration 142Q: 67 clusters Score -4.215918e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 13965 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18618 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 5901 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5970 members 
Mstep: Class 17 contains 25019 members 
Mstep: Class 18 contains 26470 members 
Mstep: Class 19 contains 20633 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 38309 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 45226 members 
Mstep: Class 35 contains 39176 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 914 members 
Mstep: Class 38 contains 40877 members 
Mstep: Class 39 contains 10931 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1474 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2024 members 
Mstep: Class 44 contains 1551 members 
Mstep: Class 45 contains 5960 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3251 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 23433 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 24957 members 
Mstep: Class 53 contains 237 members 
Mstep: Class 54 contains 238 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 944 members 
Mstep: Class 58 contains 31162 members 
Mstep: Class 59 contains 5349 members 
Mstep: Class 60 contains 20208 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 42038 members 
Mstep: Class 63 contains 168 members 
Mstep: Class 64 contains 40715 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158540.000000 Penalty: 39727.804688
Iteration 143Q: 67 clusters Score -4.215854e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13932 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18525 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 5902 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 25086 members 
Mstep: Class 18 contains 26412 members 
Mstep: Class 19 contains 20679 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9697 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3282 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41038 members 
Mstep: Class 26 contains 910 members 
Mstep: Class 27 contains 844 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 5993 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 45215 members 
Mstep: Class 35 contains 39163 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 916 members 
Mstep: Class 38 contains 40408 members 
Mstep: Class 39 contains 10917 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2048 members 
Mstep: Class 44 contains 1555 members 
Mstep: Class 45 contains 6068 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3251 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 19713 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 24638 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 949 members 
Mstep: Class 58 contains 32913 members 
Mstep: Class 59 contains 5392 members 
Mstep: Class 60 contains 20141 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 43160 members 
Mstep: Class 63 contains 168 members 
Mstep: Class 64 contains 40428 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158180.000000 Penalty: 39727.804688
Iteration 144Q: 67 clusters Score -4.215818e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13895 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18555 members 
Mstep: Class 7 contains 3173 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 26358 members 
Mstep: Class 19 contains 20719 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9694 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42617 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 843 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 5993 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 45169 members 
Mstep: Class 35 contains 39151 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 39858 members 
Mstep: Class 39 contains 10890 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1277 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2088 members 
Mstep: Class 44 contains 1573 members 
Mstep: Class 45 contains 6211 members 
Mstep: Class 46 contains 531 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3250 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 17165 members 
Mstep: Class 51 contains 929 members 
Mstep: Class 52 contains 24401 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 957 members 
Mstep: Class 58 contains 34461 members 
Mstep: Class 59 contains 5428 members 
Mstep: Class 60 contains 20059 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 44154 members 
Mstep: Class 63 contains 168 members 
Mstep: Class 64 contains 39926 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158616.000000 Penalty: 39727.804688
Iteration 145Q: 67 clusters Score -4.215862e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13860 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18681 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 15568 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1231 members 
Mstep: Class 12 contains 5903 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 26308 members 
Mstep: Class 19 contains 20742 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 43220 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 5989 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1307 members 
Mstep: Class 34 contains 45155 members 
Mstep: Class 35 contains 39138 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 918 members 
Mstep: Class 38 contains 39280 members 
Mstep: Class 39 contains 10876 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1192 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2132 members 
Mstep: Class 44 contains 1576 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3243 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 15554 members 
Mstep: Class 51 contains 927 members 
Mstep: Class 52 contains 24258 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 967 members 
Mstep: Class 58 contains 35600 members 
Mstep: Class 59 contains 5463 members 
Mstep: Class 60 contains 19984 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 45058 members 
Mstep: Class 63 contains 168 members 
Mstep: Class 64 contains 39420 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158944.000000 Penalty: 39727.804688
Iteration 146Q: 67 clusters Score -4.215894e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13820 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18821 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 15825 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 5908 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5909 members 
Mstep: Class 17 contains 25328 members 
Mstep: Class 18 contains 26265 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9673 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 43355 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 5995 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 45152 members 
Mstep: Class 35 contains 39121 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 917 members 
Mstep: Class 38 contains 38603 members 
Mstep: Class 39 contains 10866 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1112 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2180 members 
Mstep: Class 44 contains 1577 members 
Mstep: Class 45 contains 6492 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3231 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14448 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 24153 members 
Mstep: Class 53 contains 236 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 978 members 
Mstep: Class 58 contains 36440 members 
Mstep: Class 59 contains 5501 members 
Mstep: Class 60 contains 19899 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 45892 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39088 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42159004.000000 Penalty: 39727.804688
Iteration 147Q: 67 clusters Score -4.2159e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3036 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13787 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18953 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 16247 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 25400 members 
Mstep: Class 18 contains 26238 members 
Mstep: Class 19 contains 20768 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 43214 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6003 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 45144 members 
Mstep: Class 35 contains 39100 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 37587 members 
Mstep: Class 39 contains 10853 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 1019 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2208 members 
Mstep: Class 44 contains 1578 members 
Mstep: Class 45 contains 6605 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3225 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13764 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 24035 members 
Mstep: Class 53 contains 234 members 
Mstep: Class 54 contains 236 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 984 members 
Mstep: Class 58 contains 37046 members 
Mstep: Class 59 contains 5543 members 
Mstep: Class 60 contains 19812 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 46626 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39150 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158260.000000 Penalty: 39727.804688
Iteration 148Q: 67 clusters Score -4.215826e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3033 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13741 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 19049 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 16878 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 25449 members 
Mstep: Class 18 contains 26198 members 
Mstep: Class 19 contains 20764 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42991 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6016 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 45167 members 
Mstep: Class 35 contains 39108 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 36215 members 
Mstep: Class 39 contains 10859 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 936 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2237 members 
Mstep: Class 44 contains 1581 members 
Mstep: Class 45 contains 6699 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3219 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13351 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 23897 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 989 members 
Mstep: Class 58 contains 37457 members 
Mstep: Class 59 contains 5602 members 
Mstep: Class 60 contains 19737 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 47176 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39541 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157248.000000 Penalty: 39727.804688
Iteration 149Q: 67 clusters Score -4.215725e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3038 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 19084 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 17863 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 5917 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 26144 members 
Mstep: Class 19 contains 20749 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42736 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 400 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1313 members 
Mstep: Class 34 contains 45193 members 
Mstep: Class 35 contains 39128 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 34792 members 
Mstep: Class 39 contains 10863 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 859 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2270 members 
Mstep: Class 44 contains 1582 members 
Mstep: Class 45 contains 6781 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3218 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13165 members 
Mstep: Class 51 contains 919 members 
Mstep: Class 52 contains 23746 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1000 members 
Mstep: Class 58 contains 37573 members 
Mstep: Class 59 contains 5672 members 
Mstep: Class 60 contains 19657 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 47582 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39895 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156468.000000 Penalty: 39727.804688
Iteration 150Q: 67 clusters Score -4.215647e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 13680 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 19101 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 19027 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 18 contains 26084 members 
Mstep: Class 19 contains 20738 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42540 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 400 members 
Mstep: Class 29 contains 6038 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1310 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 39138 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 33525 members 
Mstep: Class 39 contains 10864 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 799 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2294 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 6834 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3226 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13081 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 23614 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1011 members 
Mstep: Class 58 contains 37439 members 
Mstep: Class 59 contains 5728 members 
Mstep: Class 60 contains 19572 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 47876 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 40161 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156752.000000 Penalty: 39727.804688
Iteration 151Q: 67 clusters Score -4.215675e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 13662 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 19068 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 20194 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5861 members 
Mstep: Class 17 contains 25612 members 
Mstep: Class 18 contains 26036 members 
Mstep: Class 19 contains 20730 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9586 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42337 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6047 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 45231 members 
Mstep: Class 35 contains 39142 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 908 members 
Mstep: Class 38 contains 32415 members 
Mstep: Class 39 contains 10867 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 742 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2315 members 
Mstep: Class 44 contains 1595 members 
Mstep: Class 45 contains 6873 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3234 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13132 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 23444 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1022 members 
Mstep: Class 58 contains 37298 members 
Mstep: Class 59 contains 5793 members 
Mstep: Class 60 contains 19504 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48085 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 40296 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42156900.000000 Penalty: 39727.804688
Iteration 152Q: 67 clusters Score -4.21569e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3034 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 13638 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 19025 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 5928 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 26002 members 
Mstep: Class 19 contains 20746 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9568 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 42075 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6055 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 45219 members 
Mstep: Class 35 contains 39130 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 908 members 
Mstep: Class 38 contains 31466 members 
Mstep: Class 39 contains 10871 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 690 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2337 members 
Mstep: Class 44 contains 1601 members 
Mstep: Class 45 contains 6895 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3236 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13292 members 
Mstep: Class 51 contains 921 members 
Mstep: Class 52 contains 23299 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1028 members 
Mstep: Class 58 contains 37198 members 
Mstep: Class 59 contains 5856 members 
Mstep: Class 60 contains 19444 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48264 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 40275 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157100.000000 Penalty: 39727.804688
Iteration 153Q: 67 clusters Score -4.21571e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3031 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 13614 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18932 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 22491 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1208 members 
Mstep: Class 12 contains 5929 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 391 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9550 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41863 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6062 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 45222 members 
Mstep: Class 35 contains 39107 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 30554 members 
Mstep: Class 39 contains 10875 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 648 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2359 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6914 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3245 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13481 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 23206 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1032 members 
Mstep: Class 58 contains 37116 members 
Mstep: Class 59 contains 5925 members 
Mstep: Class 60 contains 19396 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48390 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 40146 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157552.000000 Penalty: 39727.804688
Iteration 154Q: 67 clusters Score -4.215755e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18815 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 23647 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 5933 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 392 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 25773 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 20750 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41669 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 45235 members 
Mstep: Class 35 contains 39118 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 29596 members 
Mstep: Class 39 contains 10889 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 614 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2391 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6925 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3257 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13738 members 
Mstep: Class 51 contains 921 members 
Mstep: Class 52 contains 23147 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1033 members 
Mstep: Class 58 contains 37033 members 
Mstep: Class 59 contains 6007 members 
Mstep: Class 60 contains 19328 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48456 members 
Mstep: Class 63 contains 170 members 
Mstep: Class 64 contains 40028 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42157852.000000 Penalty: 39727.804688
Iteration 155Q: 67 clusters Score -4.215785e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1022 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18680 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 24762 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 5933 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 25812 members 
Mstep: Class 18 contains 25898 members 
Mstep: Class 19 contains 20747 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41473 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 6073 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1286 members 
Mstep: Class 34 contains 45244 members 
Mstep: Class 35 contains 39124 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 28738 members 
Mstep: Class 39 contains 10897 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 586 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2428 members 
Mstep: Class 44 contains 1618 members 
Mstep: Class 45 contains 6938 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3271 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14020 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 23083 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1033 members 
Mstep: Class 58 contains 36991 members 
Mstep: Class 59 contains 6108 members 
Mstep: Class 60 contains 19252 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48502 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39797 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158148.000000 Penalty: 39727.804688
Iteration 156Q: 67 clusters Score -4.215815e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13540 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18556 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 25805 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1204 members 
Mstep: Class 12 contains 5937 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 395 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 25846 members 
Mstep: Class 18 contains 25857 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41272 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 6075 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1279 members 
Mstep: Class 34 contains 45261 members 
Mstep: Class 35 contains 39090 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 906 members 
Mstep: Class 38 contains 27919 members 
Mstep: Class 39 contains 10913 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 555 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2455 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 6949 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3277 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14309 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 23000 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1033 members 
Mstep: Class 58 contains 36966 members 
Mstep: Class 59 contains 6198 members 
Mstep: Class 60 contains 19193 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48529 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39607 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158220.000000 Penalty: 39727.804688
Iteration 157Q: 67 clusters Score -4.215822e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 26733 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 25903 members 
Mstep: Class 18 contains 25809 members 
Mstep: Class 19 contains 20801 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9530 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 41126 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 841 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 45276 members 
Mstep: Class 35 contains 39044 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 905 members 
Mstep: Class 38 contains 27200 members 
Mstep: Class 39 contains 10911 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 535 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2485 members 
Mstep: Class 44 contains 1630 members 
Mstep: Class 45 contains 6950 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3278 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14558 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22921 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 36929 members 
Mstep: Class 59 contains 6292 members 
Mstep: Class 60 contains 19116 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48555 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39446 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42158376.000000 Penalty: 39727.804688
Iteration 158Q: 67 clusters Score -4.215838e+07 nChanged 2795
Entering ConstructFrom: 
Score: -42158376.000000 Penalty: 39727.804688
Entering ConstructFrom: 
Trying to split cluster 1 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -469522.531250 Penalty: 393.923126
	Iteration 0F: 2 clusters Score -469522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -465610.562500 Penalty: 787.846252
	Iteration 0F: 3 clusters Score -465610.6 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -467043.531250 Penalty: 787.846252
	Iteration 1F: 3 clusters Score -467043.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -467137.375000 Penalty: 787.846252
	Iteration 2Q: 3 clusters Score -467137.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -467254.312500 Penalty: 787.846252
	Iteration 3Q: 3 clusters Score -467254.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -467407.781250 Penalty: 787.846252
	Iteration 4F: 3 clusters Score -467407.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -467625.218750 Penalty: 787.846252
	Iteration 5F: 3 clusters Score -467625.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -467922.718750 Penalty: 787.846252
	Iteration 6F: 3 clusters Score -467922.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -468299.000000 Penalty: 787.846252
	Iteration 7F: 3 clusters Score -468299 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -468670.500000 Penalty: 787.846252
	Iteration 8F: 3 clusters Score -468670.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -468902.500000 Penalty: 787.846252
	Iteration 9Q: 3 clusters Score -468902.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -469026.281250 Penalty: 787.846252
	Iteration 10Q: 3 clusters Score -469026.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -469107.125000 Penalty: 787.846252
	Iteration 11Q: 3 clusters Score -469107.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -469153.843750 Penalty: 787.846252
	Iteration 12Q: 3 clusters Score -469153.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -469166.156250 Penalty: 787.846252
	Iteration 13Q: 3 clusters Score -469166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -469169.750000 Penalty: 787.846252
	Iteration 14Q: 3 clusters Score -469169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -469171.156250 Penalty: 787.846252
	Iteration 15Q: 3 clusters Score -469171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -469174.531250 Penalty: 787.846252
	Iteration 16Q: 3 clusters Score -469174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -469178.437500 Penalty: 787.846252
	Iteration 17Q: 3 clusters Score -469178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -469179.687500 Penalty: 787.846252
	Iteration 18Q: 3 clusters Score -469179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -469181.343750 Penalty: 787.846252
	Iteration 19Q: 3 clusters Score -469181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -469182.218750 Penalty: 787.846252
	Iteration 20F: 3 clusters Score -469182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -225434.109375 Penalty: 364.712402
	Iteration 0F: 2 clusters Score -225434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -223317.859375 Penalty: 729.424805
	Iteration 0F: 3 clusters Score -223317.9 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -224059.515625 Penalty: 729.424805
	Iteration 1F: 3 clusters Score -224059.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -224137.593750 Penalty: 729.424805
	Iteration 2F: 3 clusters Score -224137.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -224195.468750 Penalty: 729.424805
	Iteration 3Q: 3 clusters Score -224195.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -224252.406250 Penalty: 729.424805
	Iteration 4Q: 3 clusters Score -224252.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -224302.437500 Penalty: 729.424805
	Iteration 5Q: 3 clusters Score -224302.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -224357.515625 Penalty: 729.424805
	Iteration 6Q: 3 clusters Score -224357.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -224424.828125 Penalty: 729.424805
	Iteration 7Q: 3 clusters Score -224424.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -224517.984375 Penalty: 729.424805
	Iteration 8Q: 3 clusters Score -224518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -224635.109375 Penalty: 729.424805
	Iteration 9Q: 3 clusters Score -224635.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -224729.671875 Penalty: 729.424805
	Iteration 10Q: 3 clusters Score -224729.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -224778.718750 Penalty: 729.424805
	Iteration 11Q: 3 clusters Score -224778.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224811.796875 Penalty: 729.424805
	Iteration 12Q: 3 clusters Score -224811.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -224835.015625 Penalty: 729.424805
	Iteration 13Q: 3 clusters Score -224835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -224851.937500 Penalty: 729.424805
	Iteration 14Q: 3 clusters Score -224851.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -224870.546875 Penalty: 729.424805
	Iteration 15Q: 3 clusters Score -224870.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -224886.953125 Penalty: 729.424805
	Iteration 16Q: 3 clusters Score -224887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -224902.671875 Penalty: 729.424805
	Iteration 17Q: 3 clusters Score -224902.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -224919.359375 Penalty: 729.424805
	Iteration 18Q: 3 clusters Score -224919.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -224934.156250 Penalty: 729.424805
	Iteration 19Q: 3 clusters Score -224934.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -224951.203125 Penalty: 729.424805
	Iteration 20F: 3 clusters Score -224951.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -224979.343750 Penalty: 729.424805
	Iteration 21Q: 3 clusters Score -224979.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -225003.078125 Penalty: 729.424805
	Iteration 22Q: 3 clusters Score -225003.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -225014.046875 Penalty: 729.424805
	Iteration 23Q: 3 clusters Score -225014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -225024.625000 Penalty: 729.424805
	Iteration 24Q: 3 clusters Score -225024.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -225034.703125 Penalty: 729.424805
	Iteration 25Q: 3 clusters Score -225034.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -225048.343750 Penalty: 729.424805
	Iteration 26Q: 3 clusters Score -225048.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -225058.265625 Penalty: 729.424805
	Iteration 27Q: 3 clusters Score -225058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -225069.390625 Penalty: 729.424805
	Iteration 28Q: 3 clusters Score -225069.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -225080.171875 Penalty: 729.424805
	Iteration 29Q: 3 clusters Score -225080.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -225089.968750 Penalty: 729.424805
	Iteration 30Q: 3 clusters Score -225090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -225097.593750 Penalty: 729.424805
	Iteration 31Q: 3 clusters Score -225097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -225102.656250 Penalty: 729.424805
	Iteration 32Q: 3 clusters Score -225102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -225106.968750 Penalty: 729.424805
	Iteration 33Q: 3 clusters Score -225107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -225111.968750 Penalty: 729.424805
	Iteration 34Q: 3 clusters Score -225112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -225117.109375 Penalty: 729.424805
	Iteration 35Q: 3 clusters Score -225117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -225121.468750 Penalty: 729.424805
	Iteration 36Q: 3 clusters Score -225121.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -225124.812500 Penalty: 729.424805
	Iteration 37Q: 3 clusters Score -225124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -225127.093750 Penalty: 729.424805
	Iteration 38Q: 3 clusters Score -225127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -225128.343750 Penalty: 729.424805
	Iteration 39Q: 3 clusters Score -225128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -225130.531250 Penalty: 729.424805
	Iteration 40F: 3 clusters Score -225130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -225132.734375 Penalty: 729.424805
	Iteration 41Q: 3 clusters Score -225132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -225136.359375 Penalty: 729.424805
	Iteration 42Q: 3 clusters Score -225136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -225138.468750 Penalty: 729.424805
	Iteration 43Q: 3 clusters Score -225138.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -225141.312500 Penalty: 729.424805
	Iteration 44Q: 3 clusters Score -225141.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -225146.015625 Penalty: 729.424805
	Iteration 45Q: 3 clusters Score -225146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -225156.500000 Penalty: 729.424805
	Iteration 46Q: 3 clusters Score -225156.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -225168.265625 Penalty: 729.424805
	Iteration 47Q: 3 clusters Score -225168.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -225172.500000 Penalty: 729.424805
	Iteration 48Q: 3 clusters Score -225172.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -225177.250000 Penalty: 729.424805
	Iteration 49Q: 3 clusters Score -225177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -225179.953125 Penalty: 729.424805
	Iteration 50Q: 3 clusters Score -225180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -225183.156250 Penalty: 729.424805
	Iteration 51Q: 3 clusters Score -225183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -225186.984375 Penalty: 729.424805
	Iteration 52Q: 3 clusters Score -225187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -225188.875000 Penalty: 729.424805
	Iteration 53Q: 3 clusters Score -225188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -225191.125000 Penalty: 729.424805
	Iteration 54Q: 3 clusters Score -225191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -225191.718750 Penalty: 729.424805
	Iteration 55Q: 3 clusters Score -225191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -225192.218750 Penalty: 729.424805
	Iteration 56Q: 3 clusters Score -225192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -225193.078125 Penalty: 729.424805
	Iteration 57Q: 3 clusters Score -225193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -225193.390625 Penalty: 729.424805
	Iteration 58Q: 3 clusters Score -225193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -225194.453125 Penalty: 729.424805
	Iteration 59Q: 3 clusters Score -225194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -225195.406250 Penalty: 729.424805
	Iteration 60F: 3 clusters Score -225195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -225195.750000 Penalty: 729.424805
	Iteration 61Q: 3 clusters Score -225195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -225196.031250 Penalty: 729.424805
	Iteration 62Q: 3 clusters Score -225196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -225196.781250 Penalty: 729.424805
	Iteration 63Q: 3 clusters Score -225196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -225196.937500 Penalty: 729.424805
	Iteration 64Q: 3 clusters Score -225196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -225196.937500 Penalty: 729.424805
	Iteration 65F: 3 clusters Score -225196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -68782.414062 Penalty: 315.337524
	Iteration 0F: 2 clusters Score -68782.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -67984.773438 Penalty: 630.675049
	Iteration 0F: 3 clusters Score -67984.77 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68305.929688 Penalty: 630.675049
	Iteration 1F: 3 clusters Score -68305.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68388.312500 Penalty: 630.675049
	Iteration 2F: 3 clusters Score -68388.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68427.273438 Penalty: 630.675049
	Iteration 3F: 3 clusters Score -68427.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68449.140625 Penalty: 630.675049
	Iteration 4Q: 3 clusters Score -68449.14 nChanged 26
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: -68473.718750 Penalty: 630.675049
	Iteration 5Q: 3 clusters Score -68473.72 nChanged 25
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: -68499.992188 Penalty: 630.675049
	Iteration 6Q: 3 clusters Score -68499.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68518.820312 Penalty: 630.675049
	Iteration 7Q: 3 clusters Score -68518.82 nChanged 21
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: -68533.968750 Penalty: 630.675049
	Iteration 8Q: 3 clusters Score -68533.97 nChanged 16
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: -68540.875000 Penalty: 630.675049
	Iteration 9Q: 3 clusters Score -68540.88 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: -68544.382812 Penalty: 630.675049
	Iteration 10Q: 3 clusters Score -68544.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68545.609375 Penalty: 630.675049
	Iteration 11Q: 3 clusters Score -68545.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68547.070312 Penalty: 630.675049
	Iteration 12Q: 3 clusters Score -68547.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68547.585938 Penalty: 630.675049
	Iteration 13Q: 3 clusters Score -68547.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68548.062500 Penalty: 630.675049
	Iteration 14Q: 3 clusters Score -68548.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68550.242188 Penalty: 630.675049
	Iteration 15Q: 3 clusters Score -68550.24 nChanged 3
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: -68552.875000 Penalty: 630.675049
	Iteration 16Q: 3 clusters Score -68552.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68554.375000 Penalty: 630.675049
	Iteration 17Q: 3 clusters Score -68554.38 nChanged 1
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: -68554.492188 Penalty: 630.675049
	Iteration 18Q: 3 clusters Score -68554.49 nChanged 0
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: -68554.492188 Penalty: 630.675049
	Iteration 19F: 3 clusters Score -68554.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1019399.875000 Penalty: 432.769043
	Iteration 0F: 2 clusters Score -1019400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1010410.437500 Penalty: 865.538086
	Iteration 0F: 3 clusters Score -1010410 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1013912.187500 Penalty: 865.538086
	Iteration 1F: 3 clusters Score -1013912 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1014085.250000 Penalty: 865.538086
	Iteration 2Q: 3 clusters Score -1014085 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1014278.437500 Penalty: 865.538086
	Iteration 3Q: 3 clusters Score -1014278 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1014551.937500 Penalty: 865.538086
	Iteration 4Q: 3 clusters Score -1014552 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1014879.500000 Penalty: 865.538086
	Iteration 5Q: 3 clusters Score -1014880 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1015206.250000 Penalty: 865.538086
	Iteration 6Q: 3 clusters Score -1015206 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1015554.312500 Penalty: 865.538086
	Iteration 7Q: 3 clusters Score -1015554 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1015895.750000 Penalty: 865.538086
	Iteration 8Q: 3 clusters Score -1015896 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1016109.625000 Penalty: 865.538086
	Iteration 9Q: 3 clusters Score -1016110 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1016253.250000 Penalty: 865.538086
	Iteration 10Q: 3 clusters Score -1016253 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1016390.625000 Penalty: 865.538086
	Iteration 11Q: 3 clusters Score -1016391 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1016529.812500 Penalty: 865.538086
	Iteration 12Q: 3 clusters Score -1016530 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1016670.250000 Penalty: 865.538086
	Iteration 13Q: 3 clusters Score -1016670 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1016818.812500 Penalty: 865.538086
	Iteration 14Q: 3 clusters Score -1016819 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1016928.625000 Penalty: 865.538086
	Iteration 15Q: 3 clusters Score -1016929 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1017023.875000 Penalty: 865.538086
	Iteration 16Q: 3 clusters Score -1017024 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1017092.562500 Penalty: 865.538086
	Iteration 17Q: 3 clusters Score -1017093 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1017157.250000 Penalty: 865.538086
	Iteration 18Q: 3 clusters Score -1017157 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1017223.750000 Penalty: 865.538086
	Iteration 19Q: 3 clusters Score -1017224 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1017294.937500 Penalty: 865.538086
	Iteration 20F: 3 clusters Score -1017295 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1017374.437500 Penalty: 865.538086
	Iteration 21Q: 3 clusters Score -1017374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1017447.750000 Penalty: 865.538086
	Iteration 22Q: 3 clusters Score -1017448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1017522.625000 Penalty: 865.538086
	Iteration 23Q: 3 clusters Score -1017523 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1017601.000000 Penalty: 865.538086
	Iteration 24Q: 3 clusters Score -1017601 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1017664.000000 Penalty: 865.538086
	Iteration 25Q: 3 clusters Score -1017664 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1017733.062500 Penalty: 865.538086
	Iteration 26Q: 3 clusters Score -1017733 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1017802.125000 Penalty: 865.538086
	Iteration 27Q: 3 clusters Score -1017802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1017875.000000 Penalty: 865.538086
	Iteration 28Q: 3 clusters Score -1017875 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1017965.312500 Penalty: 865.538086
	Iteration 29Q: 3 clusters Score -1017965 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1018066.062500 Penalty: 865.538086
	Iteration 30Q: 3 clusters Score -1018066 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1018156.312500 Penalty: 865.538086
	Iteration 31Q: 3 clusters Score -1018156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1018279.125000 Penalty: 865.538086
	Iteration 32Q: 3 clusters Score -1018279 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1018417.937500 Penalty: 865.538086
	Iteration 33Q: 3 clusters Score -1018418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1018593.125000 Penalty: 865.538086
	Iteration 34Q: 3 clusters Score -1018593 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1018796.125000 Penalty: 865.538086
	Iteration 35Q: 3 clusters Score -1018796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1018951.750000 Penalty: 865.538086
	Iteration 36Q: 3 clusters Score -1018952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1019074.687500 Penalty: 865.538086
	Iteration 37Q: 3 clusters Score -1019075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1019156.687500 Penalty: 865.538086
	Iteration 38Q: 3 clusters Score -1019157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1019208.312500 Penalty: 865.538086
	Iteration 39Q: 3 clusters Score -1019208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1019247.312500 Penalty: 865.538086
	Iteration 40F: 3 clusters Score -1019247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1019283.375000 Penalty: 865.538086
	Iteration 41Q: 3 clusters Score -1019283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1019315.625000 Penalty: 865.538086
	Iteration 42Q: 3 clusters Score -1019316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1019342.000000 Penalty: 865.538086
	Iteration 43Q: 3 clusters Score -1019342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1019358.875000 Penalty: 865.538086
	Iteration 44Q: 3 clusters Score -1019359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1019368.687500 Penalty: 865.538086
	Iteration 45Q: 3 clusters Score -1019369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1019374.375000 Penalty: 865.538086
	Iteration 46Q: 3 clusters Score -1019374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1019379.000000 Penalty: 865.538086
	Iteration 47Q: 3 clusters Score -1019379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1019386.875000 Penalty: 865.538086
	Iteration 48Q: 3 clusters Score -1019387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1019390.937500 Penalty: 865.538086
	Iteration 49Q: 3 clusters Score -1019391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1019389.812500 Penalty: 865.538086
	Iteration 50Q: 3 clusters Score -1019390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1019390.000000 Penalty: 865.538086
	Iteration 51Q: 3 clusters Score -1019390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1019390.437500 Penalty: 865.538086
	Iteration 52Q: 3 clusters Score -1019390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1019392.250000 Penalty: 865.538086
	Iteration 53Q: 3 clusters Score -1019392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1019392.437500 Penalty: 865.538086
	Iteration 54Q: 3 clusters Score -1019392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1019393.875000 Penalty: 865.538086
	Iteration 55Q: 3 clusters Score -1019394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1019395.187500 Penalty: 865.538086
	Iteration 56Q: 3 clusters Score -1019395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1019396.312500 Penalty: 865.538086
	Iteration 57Q: 3 clusters Score -1019396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1019397.000000 Penalty: 865.538086
	Iteration 58Q: 3 clusters Score -1019397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1019398.625000 Penalty: 865.538086
	Iteration 59Q: 3 clusters Score -1019399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1019397.687500 Penalty: 865.538086
	Iteration 60F: 3 clusters Score -1019398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1019398.812500 Penalty: 865.538086
	Iteration 61Q: 3 clusters Score -1019399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1019397.562500 Penalty: 865.538086
	Iteration 62Q: 3 clusters Score -1019398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1019400.625000 Penalty: 865.538086
	Iteration 63Q: 3 clusters Score -1019401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1019400.687500 Penalty: 865.538086
	Iteration 64Q: 3 clusters Score -1019401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1019400.250000 Penalty: 865.538086
	Iteration 65Q: 3 clusters Score -1019400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1019400.687500 Penalty: 865.538086
	Iteration 66Q: 3 clusters Score -1019401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1019399.625000 Penalty: 865.538086
	Iteration 67Q: 3 clusters Score -1019400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1019400.875000 Penalty: 865.538086
	Iteration 68Q: 3 clusters Score -1019401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1019400.562500 Penalty: 865.538086
	Iteration 69Q: 3 clusters Score -1019401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1019402.875000 Penalty: 865.538086
	Iteration 70Q: 3 clusters Score -1019403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1019402.250000 Penalty: 865.538086
	Iteration 71Q: 3 clusters Score -1019402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1019402.250000 Penalty: 865.538086
	Iteration 72F: 3 clusters Score -1019402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 12689 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 36869 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48612 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Entering Unmasked Estep 
Score: -42157964.000000 Penalty: 40329.742188
Splitting cluster 4 changes total score from -42158376.000000 to -42157964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -9098.340820 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -9098.341 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 115 members 
Entering Unmasked Estep 
Score: -8807.007812 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -8807.008 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8979.818359 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -8979.818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8998.371094 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -8998.371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9025.458008 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -9025.458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9057.176758 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -9057.177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9081.935547 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -9081.936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9091.890625 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -9091.891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9097.197266 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -9097.197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9097.197266 Penalty: 506.371338
	Iteration 8F: 3 clusters Score -9097.197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Entering Unmasked Estep 
Score: -1483584.375000 Penalty: 446.643890
	Iteration 0F: 2 clusters Score -1483584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1471368.000000 Penalty: 893.287781
	Iteration 0F: 3 clusters Score -1471368 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1476337.125000 Penalty: 893.287781
	Iteration 1F: 3 clusters Score -1476337 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1476472.000000 Penalty: 893.287781
	Iteration 2Q: 3 clusters Score -1476472 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1476623.500000 Penalty: 893.287781
	Iteration 3Q: 3 clusters Score -1476624 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1476778.875000 Penalty: 893.287781
	Iteration 4Q: 3 clusters Score -1476779 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1476969.625000 Penalty: 893.287781
	Iteration 5Q: 3 clusters Score -1476970 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1477227.250000 Penalty: 893.287781
	Iteration 6Q: 3 clusters Score -1477227 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1477632.375000 Penalty: 893.287781
	Iteration 7Q: 3 clusters Score -1477632 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1478309.500000 Penalty: 893.287781
	Iteration 8F: 3 clusters Score -1478310 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1479394.625000 Penalty: 893.287781
	Iteration 9F: 3 clusters Score -1479395 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1480774.125000 Penalty: 893.287781
	Iteration 10F: 3 clusters Score -1480774 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1482026.000000 Penalty: 893.287781
	Iteration 11F: 3 clusters Score -1482026 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1482768.625000 Penalty: 893.287781
	Iteration 12Q: 3 clusters Score -1482769 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1483038.750000 Penalty: 893.287781
	Iteration 13Q: 3 clusters Score -1483039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1483136.125000 Penalty: 893.287781
	Iteration 14Q: 3 clusters Score -1483136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -1483158.500000 Penalty: 893.287781
	Iteration 15Q: 3 clusters Score -1483158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1483168.500000 Penalty: 893.287781
	Iteration 16Q: 3 clusters Score -1483168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1483176.625000 Penalty: 893.287781
	Iteration 17Q: 3 clusters Score -1483177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1483183.500000 Penalty: 893.287781
	Iteration 18Q: 3 clusters Score -1483184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1483185.000000 Penalty: 893.287781
	Iteration 19Q: 3 clusters Score -1483185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1483186.375000 Penalty: 893.287781
	Iteration 20F: 3 clusters Score -1483186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -236636.734375 Penalty: 367.297272
	Iteration 0F: 2 clusters Score -236636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -234454.828125 Penalty: 734.594543
	Iteration 0F: 3 clusters Score -234454.8 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -235264.765625 Penalty: 734.594543
	Iteration 1F: 3 clusters Score -235264.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -235388.140625 Penalty: 734.594543
	Iteration 2F: 3 clusters Score -235388.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -235480.156250 Penalty: 734.594543
	Iteration 3F: 3 clusters Score -235480.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -235546.218750 Penalty: 734.594543
	Iteration 4F: 3 clusters Score -235546.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -235598.234375 Penalty: 734.594543
	Iteration 5Q: 3 clusters Score -235598.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -235650.640625 Penalty: 734.594543
	Iteration 6Q: 3 clusters Score -235650.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -235698.203125 Penalty: 734.594543
	Iteration 7Q: 3 clusters Score -235698.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -235745.937500 Penalty: 734.594543
	Iteration 8Q: 3 clusters Score -235745.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -235800.312500 Penalty: 734.594543
	Iteration 9Q: 3 clusters Score -235800.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -235852.421875 Penalty: 734.594543
	Iteration 10Q: 3 clusters Score -235852.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -235912.171875 Penalty: 734.594543
	Iteration 11Q: 3 clusters Score -235912.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -235966.203125 Penalty: 734.594543
	Iteration 12Q: 3 clusters Score -235966.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -236027.171875 Penalty: 734.594543
	Iteration 13Q: 3 clusters Score -236027.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -236070.031250 Penalty: 734.594543
	Iteration 14Q: 3 clusters Score -236070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -236106.046875 Penalty: 734.594543
	Iteration 15Q: 3 clusters Score -236106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -236147.125000 Penalty: 734.594543
	Iteration 16Q: 3 clusters Score -236147.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -236185.671875 Penalty: 734.594543
	Iteration 17Q: 3 clusters Score -236185.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -236217.718750 Penalty: 734.594543
	Iteration 18Q: 3 clusters Score -236217.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -236239.671875 Penalty: 734.594543
	Iteration 19Q: 3 clusters Score -236239.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -236254.578125 Penalty: 734.594543
	Iteration 20F: 3 clusters Score -236254.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -236265.890625 Penalty: 734.594543
	Iteration 21Q: 3 clusters Score -236265.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -236274.109375 Penalty: 734.594543
	Iteration 22Q: 3 clusters Score -236274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -236278.562500 Penalty: 734.594543
	Iteration 23Q: 3 clusters Score -236278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -236280.421875 Penalty: 734.594543
	Iteration 24Q: 3 clusters Score -236280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -236282.265625 Penalty: 734.594543
	Iteration 25Q: 3 clusters Score -236282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -236282.734375 Penalty: 734.594543
	Iteration 26Q: 3 clusters Score -236282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -236283.156250 Penalty: 734.594543
	Iteration 27Q: 3 clusters Score -236283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -236283.578125 Penalty: 734.594543
	Iteration 28Q: 3 clusters Score -236283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -236283.765625 Penalty: 734.594543
	Iteration 29Q: 3 clusters Score -236283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -236284.625000 Penalty: 734.594543
	Iteration 30Q: 3 clusters Score -236284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -236284.812500 Penalty: 734.594543
	Iteration 31Q: 3 clusters Score -236284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -236284.921875 Penalty: 734.594543
	Iteration 32Q: 3 clusters Score -236284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -236284.921875 Penalty: 734.594543
	Iteration 33F: 3 clusters Score -236284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9662.862305 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9662.862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9722.229492 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9722.229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9742.119141 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9742.119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9752.471680 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9752.472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9758.775391 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9758.775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9763.249023 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9763.249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9764.823242 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9764.823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9764.823242 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -9764.823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Entering Unmasked Estep 
Score: -2222289.750000 Penalty: 465.350769
	Iteration 0F: 2 clusters Score -2222290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2204337.000000 Penalty: 930.701538
	Iteration 0F: 3 clusters Score -2204337 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2212518.500000 Penalty: 930.701538
	Iteration 1F: 3 clusters Score -2212518 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2213344.250000 Penalty: 930.701538
	Iteration 2F: 3 clusters Score -2213344 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2214633.000000 Penalty: 930.701538
	Iteration 3F: 3 clusters Score -2214633 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2216321.250000 Penalty: 930.701538
	Iteration 4F: 3 clusters Score -2216321 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2218107.000000 Penalty: 930.701538
	Iteration 5F: 3 clusters Score -2218107 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2219381.500000 Penalty: 930.701538
	Iteration 6F: 3 clusters Score -2219382 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2220117.500000 Penalty: 930.701538
	Iteration 7Q: 3 clusters Score -2220118 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2220604.250000 Penalty: 930.701538
	Iteration 8Q: 3 clusters Score -2220604 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2220981.750000 Penalty: 930.701538
	Iteration 9Q: 3 clusters Score -2220982 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2221219.250000 Penalty: 930.701538
	Iteration 10Q: 3 clusters Score -2221219 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2221425.250000 Penalty: 930.701538
	Iteration 11Q: 3 clusters Score -2221425 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2221548.250000 Penalty: 930.701538
	Iteration 12Q: 3 clusters Score -2221548 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2221659.250000 Penalty: 930.701538
	Iteration 13Q: 3 clusters Score -2221659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2221714.750000 Penalty: 930.701538
	Iteration 14Q: 3 clusters Score -2221715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2221760.250000 Penalty: 930.701538
	Iteration 15Q: 3 clusters Score -2221760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2221792.000000 Penalty: 930.701538
	Iteration 16Q: 3 clusters Score -2221792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2221804.750000 Penalty: 930.701538
	Iteration 17Q: 3 clusters Score -2221805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2221815.500000 Penalty: 930.701538
	Iteration 18Q: 3 clusters Score -2221816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2221823.000000 Penalty: 930.701538
	Iteration 19Q: 3 clusters Score -2221823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2221835.750000 Penalty: 930.701538
	Iteration 20F: 3 clusters Score -2221836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2221843.750000 Penalty: 930.701538
	Iteration 21Q: 3 clusters Score -2221844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2221855.000000 Penalty: 930.701538
	Iteration 22Q: 3 clusters Score -2221855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2221861.000000 Penalty: 930.701538
	Iteration 23Q: 3 clusters Score -2221861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2221862.500000 Penalty: 930.701538
	Iteration 24Q: 3 clusters Score -2221862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2221863.500000 Penalty: 930.701538
	Iteration 25Q: 3 clusters Score -2221864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2221863.250000 Penalty: 930.701538
	Iteration 26Q: 3 clusters Score -2221863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2221863.250000 Penalty: 930.701538
	Iteration 27Q: 3 clusters Score -2221863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2221865.000000 Penalty: 930.701538
	Iteration 28Q: 3 clusters Score -2221865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2221865.250000 Penalty: 930.701538
	Iteration 29Q: 3 clusters Score -2221865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2221865.250000 Penalty: 930.701538
	Iteration 30Q: 3 clusters Score -2221865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2221866.000000 Penalty: 930.701538
	Iteration 31Q: 3 clusters Score -2221866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2221866.000000 Penalty: 930.701538
	Iteration 32F: 3 clusters Score -2221866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -41704.082031 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -41704.08 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 290 members 
Entering Unmasked Estep 
Score: -41159.085938 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -41159.09 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -41307.000000 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -41307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41359.007812 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -41359.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41402.382812 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -41402.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41431.277344 Penalty: 581.664490
	Iteration 4F: 3 clusters Score -41431.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41447.968750 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -41447.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41457.277344 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -41457.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41469.746094 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -41469.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41481.117188 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -41481.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41497.320312 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -41497.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41515.167969 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -41515.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -41531.179688 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -41531.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -41545.921875 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -41545.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -41558.234375 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -41558.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -41567.054688 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -41567.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -41569.203125 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -41569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41570.914062 Penalty: 581.664490
	Iteration 16Q: 3 clusters Score -41570.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41571.117188 Penalty: 581.664490
	Iteration 17Q: 3 clusters Score -41571.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -41571.964844 Penalty: 581.664490
	Iteration 18F: 3 clusters Score -41571.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -41574.710938 Penalty: 581.664490
	Iteration 19Q: 3 clusters Score -41574.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -41575.757812 Penalty: 581.664490
	Iteration 20F: 3 clusters Score -41575.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -41576.902344 Penalty: 581.664490
	Iteration 21Q: 3 clusters Score -41576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -41581.554688 Penalty: 581.664490
	Iteration 22Q: 3 clusters Score -41581.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41583.355469 Penalty: 581.664490
	Iteration 23Q: 3 clusters Score -41583.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -41586.925781 Penalty: 581.664490
	Iteration 24Q: 3 clusters Score -41586.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -41587.835938 Penalty: 581.664490
	Iteration 25Q: 3 clusters Score -41587.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -41588.578125 Penalty: 581.664490
	Iteration 26Q: 3 clusters Score -41588.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -41588.996094 Penalty: 581.664490
	Iteration 27Q: 3 clusters Score -41589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -41588.996094 Penalty: 581.664490
	Iteration 28F: 3 clusters Score -41589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -88580.328125 Penalty: 322.674255
	Iteration 0F: 2 clusters Score -88580.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87651.070312 Penalty: 645.348511
	Iteration 0F: 3 clusters Score -87651.07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88039.531250 Penalty: 645.348511
	Iteration 1F: 3 clusters Score -88039.53 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88147.656250 Penalty: 645.348511
	Iteration 2F: 3 clusters Score -88147.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88215.859375 Penalty: 645.348511
	Iteration 3F: 3 clusters Score -88215.86 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88263.390625 Penalty: 645.348511
	Iteration 4F: 3 clusters Score -88263.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -88288.187500 Penalty: 645.348511
	Iteration 5Q: 3 clusters Score -88288.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88314.312500 Penalty: 645.348511
	Iteration 6Q: 3 clusters Score -88314.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88333.195312 Penalty: 645.348511
	Iteration 7Q: 3 clusters Score -88333.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88340.507812 Penalty: 645.348511
	Iteration 8Q: 3 clusters Score -88340.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88344.062500 Penalty: 645.348511
	Iteration 9Q: 3 clusters Score -88344.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88345.500000 Penalty: 645.348511
	Iteration 10Q: 3 clusters Score -88345.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88347.296875 Penalty: 645.348511
	Iteration 11Q: 3 clusters Score -88347.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88348.882812 Penalty: 645.348511
	Iteration 12Q: 3 clusters Score -88348.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -88349.742188 Penalty: 645.348511
	Iteration 13Q: 3 clusters Score -88349.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88350.367188 Penalty: 645.348511
	Iteration 14Q: 3 clusters Score -88350.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88351.343750 Penalty: 645.348511
	Iteration 15Q: 3 clusters Score -88351.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88354.140625 Penalty: 645.348511
	Iteration 16Q: 3 clusters Score -88354.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88356.695312 Penalty: 645.348511
	Iteration 17Q: 3 clusters Score -88356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88358.960938 Penalty: 645.348511
	Iteration 18Q: 3 clusters Score -88358.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88359.843750 Penalty: 645.348511
	Iteration 19Q: 3 clusters Score -88359.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -88361.148438 Penalty: 645.348511
	Iteration 20F: 3 clusters Score -88361.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -88362.164062 Penalty: 645.348511
	Iteration 21Q: 3 clusters Score -88362.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -88363.281250 Penalty: 645.348511
	Iteration 22Q: 3 clusters Score -88363.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -88363.585938 Penalty: 645.348511
	Iteration 23Q: 3 clusters Score -88363.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -88364.187500 Penalty: 645.348511
	Iteration 24Q: 3 clusters Score -88364.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -88365.414062 Penalty: 645.348511
	Iteration 25Q: 3 clusters Score -88365.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -88366.710938 Penalty: 645.348511
	Iteration 26Q: 3 clusters Score -88366.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -88366.710938 Penalty: 645.348511
	Iteration 27F: 3 clusters Score -88366.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -464189.125000 Penalty: 395.401276
	Iteration 0F: 2 clusters Score -464189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -460193.812500 Penalty: 790.802551
	Iteration 0F: 3 clusters Score -460193.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -461770.343750 Penalty: 790.802551
	Iteration 1F: 3 clusters Score -461770.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -461888.843750 Penalty: 790.802551
	Iteration 2F: 3 clusters Score -461888.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -462047.718750 Penalty: 790.802551
	Iteration 3F: 3 clusters Score -462047.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -462244.031250 Penalty: 790.802551
	Iteration 4F: 3 clusters Score -462244 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -462466.562500 Penalty: 790.802551
	Iteration 5F: 3 clusters Score -462466.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -462713.875000 Penalty: 790.802551
	Iteration 6F: 3 clusters Score -462713.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -462979.125000 Penalty: 790.802551
	Iteration 7F: 3 clusters Score -462979.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -463229.781250 Penalty: 790.802551
	Iteration 8Q: 3 clusters Score -463229.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -463421.312500 Penalty: 790.802551
	Iteration 9Q: 3 clusters Score -463421.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -463554.343750 Penalty: 790.802551
	Iteration 10Q: 3 clusters Score -463554.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -463634.031250 Penalty: 790.802551
	Iteration 11Q: 3 clusters Score -463634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -463691.562500 Penalty: 790.802551
	Iteration 12Q: 3 clusters Score -463691.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -463732.812500 Penalty: 790.802551
	Iteration 13Q: 3 clusters Score -463732.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -463756.656250 Penalty: 790.802551
	Iteration 14Q: 3 clusters Score -463756.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -463779.812500 Penalty: 790.802551
	Iteration 15Q: 3 clusters Score -463779.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -463795.562500 Penalty: 790.802551
	Iteration 16Q: 3 clusters Score -463795.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -463811.687500 Penalty: 790.802551
	Iteration 17Q: 3 clusters Score -463811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -463822.156250 Penalty: 790.802551
	Iteration 18Q: 3 clusters Score -463822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -463830.031250 Penalty: 790.802551
	Iteration 19Q: 3 clusters Score -463830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -463835.875000 Penalty: 790.802551
	Iteration 20F: 3 clusters Score -463835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -463838.750000 Penalty: 790.802551
	Iteration 21Q: 3 clusters Score -463838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -463841.625000 Penalty: 790.802551
	Iteration 22Q: 3 clusters Score -463841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -463841.843750 Penalty: 790.802551
	Iteration 23Q: 3 clusters Score -463841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -463842.843750 Penalty: 790.802551
	Iteration 24Q: 3 clusters Score -463842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -463844.843750 Penalty: 790.802551
	Iteration 25Q: 3 clusters Score -463844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -463847.687500 Penalty: 790.802551
	Iteration 26Q: 3 clusters Score -463847.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -463847.750000 Penalty: 790.802551
	Iteration 27Q: 3 clusters Score -463847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -463849.437500 Penalty: 790.802551
	Iteration 28Q: 3 clusters Score -463849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -463850.718750 Penalty: 790.802551
	Iteration 29Q: 3 clusters Score -463850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -463852.906250 Penalty: 790.802551
	Iteration 30Q: 3 clusters Score -463852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -463853.437500 Penalty: 790.802551
	Iteration 31Q: 3 clusters Score -463853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -463854.781250 Penalty: 790.802551
	Iteration 32Q: 3 clusters Score -463854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -463859.125000 Penalty: 790.802551
	Iteration 33Q: 3 clusters Score -463859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -463863.187500 Penalty: 790.802551
	Iteration 34Q: 3 clusters Score -463863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -463865.062500 Penalty: 790.802551
	Iteration 35Q: 3 clusters Score -463865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -463868.156250 Penalty: 790.802551
	Iteration 36Q: 3 clusters Score -463868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -463870.593750 Penalty: 790.802551
	Iteration 37Q: 3 clusters Score -463870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -463874.906250 Penalty: 790.802551
	Iteration 38Q: 3 clusters Score -463874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -463875.531250 Penalty: 790.802551
	Iteration 39Q: 3 clusters Score -463875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -463875.750000 Penalty: 790.802551
	Iteration 40F: 3 clusters Score -463875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -463876.406250 Penalty: 790.802551
	Iteration 41Q: 3 clusters Score -463876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -463876.906250 Penalty: 790.802551
	Iteration 42Q: 3 clusters Score -463876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -463877.750000 Penalty: 790.802551
	Iteration 43Q: 3 clusters Score -463877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -463880.062500 Penalty: 790.802551
	Iteration 44Q: 3 clusters Score -463880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -463882.562500 Penalty: 790.802551
	Iteration 45Q: 3 clusters Score -463882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -463883.093750 Penalty: 790.802551
	Iteration 46Q: 3 clusters Score -463883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -463882.937500 Penalty: 790.802551
	Iteration 47Q: 3 clusters Score -463882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -463882.937500 Penalty: 790.802551
	Iteration 48F: 3 clusters Score -463882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -16764.615234 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -16764.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -16394.484375 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -16394.48 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16504.710938 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -16504.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -16533.031250 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -16533.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16550.714844 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -16550.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16561.031250 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -16561.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16563.412109 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -16563.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -16568.310547 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -16568.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -16574.722656 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -16574.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -16578.068359 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -16578.07 nChanged 3
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: -16583.529297 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -16583.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16584.091797 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -16584.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16584.091797 Penalty: 523.484131
	Iteration 11F: 3 clusters Score -16584.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -25086.888672 Penalty: 272.269104
	Iteration 0F: 2 clusters Score -25086.89 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 209 members 
Entering Unmasked Estep 
Score: -24680.033203 Penalty: 544.538208
	Iteration 0F: 3 clusters Score -24680.03 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24835.105469 Penalty: 544.538208
	Iteration 1F: 3 clusters Score -24835.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24906.341797 Penalty: 544.538208
	Iteration 2F: 3 clusters Score -24906.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24946.845703 Penalty: 544.538208
	Iteration 3F: 3 clusters Score -24946.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24970.710938 Penalty: 544.538208
	Iteration 4Q: 3 clusters Score -24970.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24986.757812 Penalty: 544.538208
	Iteration 5Q: 3 clusters Score -24986.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24987.232422 Penalty: 544.538208
	Iteration 6Q: 3 clusters Score -24987.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24988.779297 Penalty: 544.538208
	Iteration 7Q: 3 clusters Score -24988.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24992.023438 Penalty: 544.538208
	Iteration 8Q: 3 clusters Score -24992.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25001.466797 Penalty: 544.538208
	Iteration 9Q: 3 clusters Score -25001.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25002.019531 Penalty: 544.538208
	Iteration 10Q: 3 clusters Score -25002.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25002.019531 Penalty: 544.538208
	Iteration 11F: 3 clusters Score -25002.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -10975.132812 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -10975.13 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 119 members 
Entering Unmasked Estep 
Score: -10685.033203 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -10685.03 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10784.717773 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -10784.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10813.055664 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -10813.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10856.763672 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -10856.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10867.981445 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -10867.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10880.069336 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -10880.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10893.143555 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -10893.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10900.095703 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -10900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10901.945312 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -10901.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10901.945312 Penalty: 496.434235
	Iteration 9F: 3 clusters Score -10901.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -415328.312500 Penalty: 394.473297
	Iteration 0F: 2 clusters Score -415328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -411477.343750 Penalty: 788.946594
	Iteration 0F: 3 clusters Score -411477.3 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -412930.937500 Penalty: 788.946594
	Iteration 1F: 3 clusters Score -412930.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -413087.312500 Penalty: 788.946594
	Iteration 2F: 3 clusters Score -413087.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -413269.406250 Penalty: 788.946594
	Iteration 3F: 3 clusters Score -413269.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -413501.437500 Penalty: 788.946594
	Iteration 4F: 3 clusters Score -413501.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413786.031250 Penalty: 788.946594
	Iteration 5F: 3 clusters Score -413786 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -414107.593750 Penalty: 788.946594
	Iteration 6F: 3 clusters Score -414107.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -414454.218750 Penalty: 788.946594
	Iteration 7F: 3 clusters Score -414454.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -414734.906250 Penalty: 788.946594
	Iteration 8Q: 3 clusters Score -414734.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -414898.656250 Penalty: 788.946594
	Iteration 9Q: 3 clusters Score -414898.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -414987.781250 Penalty: 788.946594
	Iteration 10Q: 3 clusters Score -414987.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -415046.343750 Penalty: 788.946594
	Iteration 11Q: 3 clusters Score -415046.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -415073.937500 Penalty: 788.946594
	Iteration 12Q: 3 clusters Score -415073.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -415088.437500 Penalty: 788.946594
	Iteration 13Q: 3 clusters Score -415088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -415092.406250 Penalty: 788.946594
	Iteration 14Q: 3 clusters Score -415092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -415098.000000 Penalty: 788.946594
	Iteration 15Q: 3 clusters Score -415098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -415103.093750 Penalty: 788.946594
	Iteration 16Q: 3 clusters Score -415103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -415107.187500 Penalty: 788.946594
	Iteration 17Q: 3 clusters Score -415107.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -415110.968750 Penalty: 788.946594
	Iteration 18Q: 3 clusters Score -415111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -415114.968750 Penalty: 788.946594
	Iteration 19Q: 3 clusters Score -415115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -415118.375000 Penalty: 788.946594
	Iteration 20F: 3 clusters Score -415118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -415120.218750 Penalty: 788.946594
	Iteration 21Q: 3 clusters Score -415120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -415121.125000 Penalty: 788.946594
	Iteration 22Q: 3 clusters Score -415121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -415122.562500 Penalty: 788.946594
	Iteration 23Q: 3 clusters Score -415122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -415123.125000 Penalty: 788.946594
	Iteration 24Q: 3 clusters Score -415123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -415123.218750 Penalty: 788.946594
	Iteration 25Q: 3 clusters Score -415123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -415122.718750 Penalty: 788.946594
	Iteration 26Q: 3 clusters Score -415122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -415122.718750 Penalty: 788.946594
	Iteration 27F: 3 clusters Score -415122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Entering Unmasked Estep 
Score: -2070058.750000 Penalty: 462.428864
	Iteration 0F: 2 clusters Score -2070059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2053099.625000 Penalty: 924.857727
	Iteration 0F: 3 clusters Score -2053100 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2061272.750000 Penalty: 924.857727
	Iteration 1F: 3 clusters Score -2061273 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2062930.750000 Penalty: 924.857727
	Iteration 2F: 3 clusters Score -2062931 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2065035.375000 Penalty: 924.857727
	Iteration 3F: 3 clusters Score -2065035 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2067117.250000 Penalty: 924.857727
	Iteration 4F: 3 clusters Score -2067117 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2068897.625000 Penalty: 924.857727
	Iteration 5F: 3 clusters Score -2068898 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2069655.250000 Penalty: 924.857727
	Iteration 6Q: 3 clusters Score -2069655 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2069825.875000 Penalty: 924.857727
	Iteration 7Q: 3 clusters Score -2069826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2069876.625000 Penalty: 924.857727
	Iteration 8Q: 3 clusters Score -2069877 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2069916.125000 Penalty: 924.857727
	Iteration 9Q: 3 clusters Score -2069916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2069934.500000 Penalty: 924.857727
	Iteration 10Q: 3 clusters Score -2069934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2069954.750000 Penalty: 924.857727
	Iteration 11Q: 3 clusters Score -2069955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2069965.625000 Penalty: 924.857727
	Iteration 12Q: 3 clusters Score -2069966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2069978.000000 Penalty: 924.857727
	Iteration 13Q: 3 clusters Score -2069978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2069990.875000 Penalty: 924.857727
	Iteration 14Q: 3 clusters Score -2069991 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2069997.000000 Penalty: 924.857727
	Iteration 15Q: 3 clusters Score -2069997 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -2070010.625000 Penalty: 924.857727
	Iteration 16Q: 3 clusters Score -2070011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2070001.750000 Penalty: 924.857727
	Iteration 17Q: 3 clusters Score -2070002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2069999.500000 Penalty: 924.857727
	Iteration 18Q: 3 clusters Score -2070000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2070005.750000 Penalty: 924.857727
	Iteration 19Q: 3 clusters Score -2070006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2070010.250000 Penalty: 924.857727
	Iteration 20F: 3 clusters Score -2070010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2070016.125000 Penalty: 924.857727
	Iteration 21Q: 3 clusters Score -2070016 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2070017.125000 Penalty: 924.857727
	Iteration 22Q: 3 clusters Score -2070017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2070038.000000 Penalty: 924.857727
	Iteration 23Q: 3 clusters Score -2070038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2070031.500000 Penalty: 924.857727
	Iteration 24Q: 3 clusters Score -2070032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2070033.375000 Penalty: 924.857727
	Iteration 25Q: 3 clusters Score -2070033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2070027.375000 Penalty: 924.857727
	Iteration 26Q: 3 clusters Score -2070027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2070036.250000 Penalty: 924.857727
	Iteration 27Q: 3 clusters Score -2070036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2070029.125000 Penalty: 924.857727
	Iteration 28Q: 3 clusters Score -2070029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2070020.250000 Penalty: 924.857727
	Iteration 29Q: 3 clusters Score -2070020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2070017.750000 Penalty: 924.857727
	Iteration 30Q: 3 clusters Score -2070018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2070011.125000 Penalty: 924.857727
	Iteration 31Q: 3 clusters Score -2070011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2070004.500000 Penalty: 924.857727
	Iteration 32Q: 3 clusters Score -2070004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2070008.375000 Penalty: 924.857727
	Iteration 33Q: 3 clusters Score -2070008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2070009.375000 Penalty: 924.857727
	Iteration 34Q: 3 clusters Score -2070009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -2070001.625000 Penalty: 924.857727
	Iteration 35Q: 3 clusters Score -2070002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -2070001.125000 Penalty: 924.857727
	Iteration 36Q: 3 clusters Score -2070001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2069994.750000 Penalty: 924.857727
	Iteration 37Q: 3 clusters Score -2069995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2069993.625000 Penalty: 924.857727
	Iteration 38Q: 3 clusters Score -2069994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2069995.000000 Penalty: 924.857727
	Iteration 39Q: 3 clusters Score -2069995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2069997.375000 Penalty: 924.857727
	Iteration 40F: 3 clusters Score -2069997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -2069996.125000 Penalty: 924.857727
	Iteration 41Q: 3 clusters Score -2069996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -2069993.500000 Penalty: 924.857727
	Iteration 42Q: 3 clusters Score -2069994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2069988.375000 Penalty: 924.857727
	Iteration 43Q: 3 clusters Score -2069988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2069989.625000 Penalty: 924.857727
	Iteration 44Q: 3 clusters Score -2069990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2069989.250000 Penalty: 924.857727
	Iteration 45Q: 3 clusters Score -2069989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2069990.875000 Penalty: 924.857727
	Iteration 46Q: 3 clusters Score -2069991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2069990.250000 Penalty: 924.857727
	Iteration 47Q: 3 clusters Score -2069990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2069987.500000 Penalty: 924.857727
	Iteration 48Q: 3 clusters Score -2069988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -2069989.125000 Penalty: 924.857727
	Iteration 49Q: 3 clusters Score -2069989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2069991.375000 Penalty: 924.857727
	Iteration 50Q: 3 clusters Score -2069991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -2069990.000000 Penalty: 924.857727
	Iteration 51Q: 3 clusters Score -2069990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2069986.750000 Penalty: 924.857727
	Iteration 52Q: 3 clusters Score -2069987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2069990.750000 Penalty: 924.857727
	Iteration 53Q: 3 clusters Score -2069991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -2069987.875000 Penalty: 924.857727
	Iteration 54Q: 3 clusters Score -2069988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2069984.250000 Penalty: 924.857727
	Iteration 55Q: 3 clusters Score -2069984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2069982.750000 Penalty: 924.857727
	Iteration 56Q: 3 clusters Score -2069983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -2069979.000000 Penalty: 924.857727
	Iteration 57Q: 3 clusters Score -2069979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2069980.875000 Penalty: 924.857727
	Iteration 58Q: 3 clusters Score -2069981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2069975.500000 Penalty: 924.857727
	Iteration 59Q: 3 clusters Score -2069976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2069973.000000 Penalty: 924.857727
	Iteration 60F: 3 clusters Score -2069973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2069970.625000 Penalty: 924.857727
	Iteration 61Q: 3 clusters Score -2069971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2069969.375000 Penalty: 924.857727
	Iteration 62Q: 3 clusters Score -2069969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -2069970.750000 Penalty: 924.857727
	Iteration 63Q: 3 clusters Score -2069971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2069967.625000 Penalty: 924.857727
	Iteration 64Q: 3 clusters Score -2069968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -2069966.625000 Penalty: 924.857727
	Iteration 65Q: 3 clusters Score -2069967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2069966.125000 Penalty: 924.857727
	Iteration 66Q: 3 clusters Score -2069966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2069965.875000 Penalty: 924.857727
	Iteration 67Q: 3 clusters Score -2069966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -2069963.625000 Penalty: 924.857727
	Iteration 68Q: 3 clusters Score -2069964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -2069961.000000 Penalty: 924.857727
	Iteration 69Q: 3 clusters Score -2069961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -2069958.625000 Penalty: 924.857727
	Iteration 70Q: 3 clusters Score -2069959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2069962.375000 Penalty: 924.857727
	Iteration 71Q: 3 clusters Score -2069962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2069955.625000 Penalty: 924.857727
	Iteration 72Q: 3 clusters Score -2069956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2069955.000000 Penalty: 924.857727
	Iteration 73Q: 3 clusters Score -2069955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2069955.250000 Penalty: 924.857727
	Iteration 74Q: 3 clusters Score -2069955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2069955.500000 Penalty: 924.857727
	Iteration 75Q: 3 clusters Score -2069956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2069953.875000 Penalty: 924.857727
	Iteration 76Q: 3 clusters Score -2069954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -2069948.500000 Penalty: 924.857727
	Iteration 77Q: 3 clusters Score -2069948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2069948.750000 Penalty: 924.857727
	Iteration 78Q: 3 clusters Score -2069949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2069947.000000 Penalty: 924.857727
	Iteration 79Q: 3 clusters Score -2069947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -2069945.625000 Penalty: 924.857727
	Iteration 80F: 3 clusters Score -2069946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Entering Unmasked Estep 
Score: -1993877.750000 Penalty: 462.099579
	Iteration 0F: 2 clusters Score -1993878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1977089.500000 Penalty: 924.199158
	Iteration 0F: 3 clusters Score -1977090 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1984780.000000 Penalty: 924.199158
	Iteration 1F: 3 clusters Score -1984780 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1985661.625000 Penalty: 924.199158
	Iteration 2F: 3 clusters Score -1985662 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1986764.875000 Penalty: 924.199158
	Iteration 3F: 3 clusters Score -1986765 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1988066.875000 Penalty: 924.199158
	Iteration 4F: 3 clusters Score -1988067 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1989524.375000 Penalty: 924.199158
	Iteration 5F: 3 clusters Score -1989524 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1991014.250000 Penalty: 924.199158
	Iteration 6F: 3 clusters Score -1991014 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1992266.250000 Penalty: 924.199158
	Iteration 7F: 3 clusters Score -1992266 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1993002.375000 Penalty: 924.199158
	Iteration 8Q: 3 clusters Score -1993002 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1993293.250000 Penalty: 924.199158
	Iteration 9Q: 3 clusters Score -1993293 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1993416.375000 Penalty: 924.199158
	Iteration 10Q: 3 clusters Score -1993416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1993452.250000 Penalty: 924.199158
	Iteration 11Q: 3 clusters Score -1993452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -1993468.625000 Penalty: 924.199158
	Iteration 12Q: 3 clusters Score -1993469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1993481.625000 Penalty: 924.199158
	Iteration 13Q: 3 clusters Score -1993482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1993493.750000 Penalty: 924.199158
	Iteration 14Q: 3 clusters Score -1993494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1993498.375000 Penalty: 924.199158
	Iteration 15Q: 3 clusters Score -1993498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1993508.125000 Penalty: 924.199158
	Iteration 16Q: 3 clusters Score -1993508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1993513.875000 Penalty: 924.199158
	Iteration 17Q: 3 clusters Score -1993514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1993515.750000 Penalty: 924.199158
	Iteration 18Q: 3 clusters Score -1993516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1993516.000000 Penalty: 924.199158
	Iteration 19Q: 3 clusters Score -1993516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1993516.000000 Penalty: 924.199158
	Iteration 20F: 3 clusters Score -1993516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Entering Unmasked Estep 
Score: -1680252.750000 Penalty: 452.436951
	Iteration 0F: 2 clusters Score -1680253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1666462.250000 Penalty: 904.873901
	Iteration 0F: 3 clusters Score -1666462 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1672423.500000 Penalty: 904.873901
	Iteration 1F: 3 clusters Score -1672424 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1672972.000000 Penalty: 904.873901
	Iteration 2F: 3 clusters Score -1672972 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1673691.750000 Penalty: 904.873901
	Iteration 3F: 3 clusters Score -1673692 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1674662.125000 Penalty: 904.873901
	Iteration 4F: 3 clusters Score -1674662 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1675755.125000 Penalty: 904.873901
	Iteration 5F: 3 clusters Score -1675755 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1676931.750000 Penalty: 904.873901
	Iteration 6F: 3 clusters Score -1676932 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1678022.625000 Penalty: 904.873901
	Iteration 7F: 3 clusters Score -1678023 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1678917.250000 Penalty: 904.873901
	Iteration 8Q: 3 clusters Score -1678917 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1679459.375000 Penalty: 904.873901
	Iteration 9Q: 3 clusters Score -1679459 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1679674.500000 Penalty: 904.873901
	Iteration 10Q: 3 clusters Score -1679674 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1679765.375000 Penalty: 904.873901
	Iteration 11Q: 3 clusters Score -1679765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1679811.750000 Penalty: 904.873901
	Iteration 12Q: 3 clusters Score -1679812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1679846.125000 Penalty: 904.873901
	Iteration 13Q: 3 clusters Score -1679846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1679864.250000 Penalty: 904.873901
	Iteration 14Q: 3 clusters Score -1679864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1679885.000000 Penalty: 904.873901
	Iteration 15Q: 3 clusters Score -1679885 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1679900.375000 Penalty: 904.873901
	Iteration 16Q: 3 clusters Score -1679900 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1679916.500000 Penalty: 904.873901
	Iteration 17Q: 3 clusters Score -1679916 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1679922.250000 Penalty: 904.873901
	Iteration 18Q: 3 clusters Score -1679922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1679936.375000 Penalty: 904.873901
	Iteration 19Q: 3 clusters Score -1679936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1679949.125000 Penalty: 904.873901
	Iteration 20F: 3 clusters Score -1679949 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1679956.250000 Penalty: 904.873901
	Iteration 21Q: 3 clusters Score -1679956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1679971.125000 Penalty: 904.873901
	Iteration 22Q: 3 clusters Score -1679971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1679982.125000 Penalty: 904.873901
	Iteration 23Q: 3 clusters Score -1679982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1679986.500000 Penalty: 904.873901
	Iteration 24Q: 3 clusters Score -1679986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1679990.250000 Penalty: 904.873901
	Iteration 25Q: 3 clusters Score -1679990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1679989.625000 Penalty: 904.873901
	Iteration 26Q: 3 clusters Score -1679990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1679993.625000 Penalty: 904.873901
	Iteration 27Q: 3 clusters Score -1679994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1680000.875000 Penalty: 904.873901
	Iteration 28Q: 3 clusters Score -1680001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1680007.125000 Penalty: 904.873901
	Iteration 29Q: 3 clusters Score -1680007 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1680009.000000 Penalty: 904.873901
	Iteration 30Q: 3 clusters Score -1680009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1680004.125000 Penalty: 904.873901
	Iteration 31Q: 3 clusters Score -1680004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1680003.375000 Penalty: 904.873901
	Iteration 32Q: 3 clusters Score -1680003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1680008.250000 Penalty: 904.873901
	Iteration 33Q: 3 clusters Score -1680008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1680004.375000 Penalty: 904.873901
	Iteration 34Q: 3 clusters Score -1680004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1680008.000000 Penalty: 904.873901
	Iteration 35Q: 3 clusters Score -1680008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1680017.250000 Penalty: 904.873901
	Iteration 36Q: 3 clusters Score -1680017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1680022.625000 Penalty: 904.873901
	Iteration 37Q: 3 clusters Score -1680023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1680024.500000 Penalty: 904.873901
	Iteration 38Q: 3 clusters Score -1680024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1680029.875000 Penalty: 904.873901
	Iteration 39Q: 3 clusters Score -1680030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1680031.750000 Penalty: 904.873901
	Iteration 40F: 3 clusters Score -1680032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1680033.250000 Penalty: 904.873901
	Iteration 41Q: 3 clusters Score -1680033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1680033.875000 Penalty: 904.873901
	Iteration 42Q: 3 clusters Score -1680034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1680035.000000 Penalty: 904.873901
	Iteration 43Q: 3 clusters Score -1680035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1680035.250000 Penalty: 904.873901
	Iteration 44Q: 3 clusters Score -1680035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1680035.375000 Penalty: 904.873901
	Iteration 45Q: 3 clusters Score -1680035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1680032.750000 Penalty: 904.873901
	Iteration 46Q: 3 clusters Score -1680033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1680034.625000 Penalty: 904.873901
	Iteration 47Q: 3 clusters Score -1680035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1680037.375000 Penalty: 904.873901
	Iteration 48Q: 3 clusters Score -1680037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1680040.625000 Penalty: 904.873901
	Iteration 49Q: 3 clusters Score -1680041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1680043.625000 Penalty: 904.873901
	Iteration 50Q: 3 clusters Score -1680044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1680044.125000 Penalty: 904.873901
	Iteration 51Q: 3 clusters Score -1680044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1680047.125000 Penalty: 904.873901
	Iteration 52Q: 3 clusters Score -1680047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1680048.000000 Penalty: 904.873901
	Iteration 53Q: 3 clusters Score -1680048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1680050.625000 Penalty: 904.873901
	Iteration 54Q: 3 clusters Score -1680051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1680054.000000 Penalty: 904.873901
	Iteration 55Q: 3 clusters Score -1680054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1680055.375000 Penalty: 904.873901
	Iteration 56Q: 3 clusters Score -1680055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1680049.625000 Penalty: 904.873901
	Iteration 57Q: 3 clusters Score -1680050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1680050.375000 Penalty: 904.873901
	Iteration 58Q: 3 clusters Score -1680050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1680048.125000 Penalty: 904.873901
	Iteration 59Q: 3 clusters Score -1680048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1680048.250000 Penalty: 904.873901
	Iteration 60F: 3 clusters Score -1680048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1680046.625000 Penalty: 904.873901
	Iteration 61Q: 3 clusters Score -1680047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1680046.875000 Penalty: 904.873901
	Iteration 62Q: 3 clusters Score -1680047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1680049.000000 Penalty: 904.873901
	Iteration 63Q: 3 clusters Score -1680049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1680045.875000 Penalty: 904.873901
	Iteration 64Q: 3 clusters Score -1680046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1680046.875000 Penalty: 904.873901
	Iteration 65Q: 3 clusters Score -1680047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1680045.000000 Penalty: 904.873901
	Iteration 66Q: 3 clusters Score -1680045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1680044.625000 Penalty: 904.873901
	Iteration 67Q: 3 clusters Score -1680045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1680044.375000 Penalty: 904.873901
	Iteration 68Q: 3 clusters Score -1680044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1680043.250000 Penalty: 904.873901
	Iteration 69Q: 3 clusters Score -1680043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1680046.875000 Penalty: 904.873901
	Iteration 70Q: 3 clusters Score -1680047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1680049.000000 Penalty: 904.873901
	Iteration 71Q: 3 clusters Score -1680049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1680046.250000 Penalty: 904.873901
	Iteration 72Q: 3 clusters Score -1680046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1680044.125000 Penalty: 904.873901
	Iteration 73Q: 3 clusters Score -1680044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1680045.625000 Penalty: 904.873901
	Iteration 74Q: 3 clusters Score -1680046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1680044.750000 Penalty: 904.873901
	Iteration 75Q: 3 clusters Score -1680045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1680044.750000 Penalty: 904.873901
	Iteration 76F: 3 clusters Score -1680045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6427.411621 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6427.412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -6243.599609 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6243.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6301.075195 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6301.075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6309.995605 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -6309.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6310.985352 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6310.985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -6310.985352 Penalty: 426.073944
	Iteration 4F: 3 clusters Score -6310.985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -717572.687500 Penalty: 416.865784
	Iteration 0F: 2 clusters Score -717572.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -711251.500000 Penalty: 833.731567
	Iteration 0F: 3 clusters Score -711251.5 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -713720.000000 Penalty: 833.731567
	Iteration 1F: 3 clusters Score -713720 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -713915.125000 Penalty: 833.731567
	Iteration 2F: 3 clusters Score -713915.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -714194.750000 Penalty: 833.731567
	Iteration 3F: 3 clusters Score -714194.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -714624.750000 Penalty: 833.731567
	Iteration 4F: 3 clusters Score -714624.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -715259.250000 Penalty: 833.731567
	Iteration 5F: 3 clusters Score -715259.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -715929.562500 Penalty: 833.731567
	Iteration 6F: 3 clusters Score -715929.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -716426.125000 Penalty: 833.731567
	Iteration 7Q: 3 clusters Score -716426.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -716668.750000 Penalty: 833.731567
	Iteration 8Q: 3 clusters Score -716668.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -716837.625000 Penalty: 833.731567
	Iteration 9Q: 3 clusters Score -716837.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -716942.562500 Penalty: 833.731567
	Iteration 10Q: 3 clusters Score -716942.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -717038.687500 Penalty: 833.731567
	Iteration 11Q: 3 clusters Score -717038.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -717102.437500 Penalty: 833.731567
	Iteration 12Q: 3 clusters Score -717102.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -717138.125000 Penalty: 833.731567
	Iteration 13Q: 3 clusters Score -717138.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -717167.375000 Penalty: 833.731567
	Iteration 14Q: 3 clusters Score -717167.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -717191.062500 Penalty: 833.731567
	Iteration 15Q: 3 clusters Score -717191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -717208.687500 Penalty: 833.731567
	Iteration 16Q: 3 clusters Score -717208.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -717218.312500 Penalty: 833.731567
	Iteration 17Q: 3 clusters Score -717218.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -717226.750000 Penalty: 833.731567
	Iteration 18Q: 3 clusters Score -717226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -717231.562500 Penalty: 833.731567
	Iteration 19Q: 3 clusters Score -717231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -717236.937500 Penalty: 833.731567
	Iteration 20F: 3 clusters Score -717236.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -717245.437500 Penalty: 833.731567
	Iteration 21Q: 3 clusters Score -717245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -717245.562500 Penalty: 833.731567
	Iteration 22Q: 3 clusters Score -717245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -717245.125000 Penalty: 833.731567
	Iteration 23Q: 3 clusters Score -717245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -717246.750000 Penalty: 833.731567
	Iteration 24Q: 3 clusters Score -717246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -717249.312500 Penalty: 833.731567
	Iteration 25Q: 3 clusters Score -717249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -717251.062500 Penalty: 833.731567
	Iteration 26Q: 3 clusters Score -717251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -717251.812500 Penalty: 833.731567
	Iteration 27Q: 3 clusters Score -717251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -717251.812500 Penalty: 833.731567
	Iteration 28F: 3 clusters Score -717251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -5910.680176 Penalty: 220.410522
	Iteration 0F: 2 clusters Score -5910.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5697.237793 Penalty: 440.821045
	Iteration 0F: 3 clusters Score -5697.238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5762.867188 Penalty: 440.821045
	Iteration 1F: 3 clusters Score -5762.867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5778.160645 Penalty: 440.821045
	Iteration 2F: 3 clusters Score -5778.161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5784.005371 Penalty: 440.821045
	Iteration 3Q: 3 clusters Score -5784.005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5794.712891 Penalty: 440.821045
	Iteration 4Q: 3 clusters Score -5794.713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5811.206543 Penalty: 440.821045
	Iteration 5Q: 3 clusters Score -5811.207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5816.030273 Penalty: 440.821045
	Iteration 6Q: 3 clusters Score -5816.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -5816.030273 Penalty: 440.821045
	Iteration 7F: 3 clusters Score -5816.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -242483.468750 Penalty: 368.543549
	Iteration 0F: 2 clusters Score -242483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -240292.671875 Penalty: 737.087097
	Iteration 0F: 3 clusters Score -240292.7 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -241031.421875 Penalty: 737.087097
	Iteration 1F: 3 clusters Score -241031.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -241140.203125 Penalty: 737.087097
	Iteration 2F: 3 clusters Score -241140.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241247.062500 Penalty: 737.087097
	Iteration 3F: 3 clusters Score -241247.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -241337.062500 Penalty: 737.087097
	Iteration 4F: 3 clusters Score -241337.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -241408.093750 Penalty: 737.087097
	Iteration 5Q: 3 clusters Score -241408.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -241475.937500 Penalty: 737.087097
	Iteration 6Q: 3 clusters Score -241475.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241539.453125 Penalty: 737.087097
	Iteration 7Q: 3 clusters Score -241539.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -241601.484375 Penalty: 737.087097
	Iteration 8Q: 3 clusters Score -241601.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -241657.953125 Penalty: 737.087097
	Iteration 9Q: 3 clusters Score -241658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -241706.062500 Penalty: 737.087097
	Iteration 10Q: 3 clusters Score -241706.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -241781.718750 Penalty: 737.087097
	Iteration 11Q: 3 clusters Score -241781.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -241850.625000 Penalty: 737.087097
	Iteration 12Q: 3 clusters Score -241850.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -241900.265625 Penalty: 737.087097
	Iteration 13Q: 3 clusters Score -241900.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -241934.640625 Penalty: 737.087097
	Iteration 14Q: 3 clusters Score -241934.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -241960.046875 Penalty: 737.087097
	Iteration 15Q: 3 clusters Score -241960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -241978.328125 Penalty: 737.087097
	Iteration 16Q: 3 clusters Score -241978.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -241993.406250 Penalty: 737.087097
	Iteration 17Q: 3 clusters Score -241993.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -242005.625000 Penalty: 737.087097
	Iteration 18Q: 3 clusters Score -242005.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -242023.781250 Penalty: 737.087097
	Iteration 19Q: 3 clusters Score -242023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -242041.921875 Penalty: 737.087097
	Iteration 20F: 3 clusters Score -242041.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -242061.468750 Penalty: 737.087097
	Iteration 21Q: 3 clusters Score -242061.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -242074.546875 Penalty: 737.087097
	Iteration 22Q: 3 clusters Score -242074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -242082.171875 Penalty: 737.087097
	Iteration 23Q: 3 clusters Score -242082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -242096.062500 Penalty: 737.087097
	Iteration 24Q: 3 clusters Score -242096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -242107.703125 Penalty: 737.087097
	Iteration 25Q: 3 clusters Score -242107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -242114.609375 Penalty: 737.087097
	Iteration 26Q: 3 clusters Score -242114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -242118.281250 Penalty: 737.087097
	Iteration 27Q: 3 clusters Score -242118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -242122.843750 Penalty: 737.087097
	Iteration 28Q: 3 clusters Score -242122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -242126.890625 Penalty: 737.087097
	Iteration 29Q: 3 clusters Score -242126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -242129.953125 Penalty: 737.087097
	Iteration 30Q: 3 clusters Score -242130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -242132.218750 Penalty: 737.087097
	Iteration 31Q: 3 clusters Score -242132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -242134.265625 Penalty: 737.087097
	Iteration 32Q: 3 clusters Score -242134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -242135.031250 Penalty: 737.087097
	Iteration 33Q: 3 clusters Score -242135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -242137.078125 Penalty: 737.087097
	Iteration 34Q: 3 clusters Score -242137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -242138.406250 Penalty: 737.087097
	Iteration 35Q: 3 clusters Score -242138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -242138.515625 Penalty: 737.087097
	Iteration 36Q: 3 clusters Score -242138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -242139.218750 Penalty: 737.087097
	Iteration 37Q: 3 clusters Score -242139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -242139.437500 Penalty: 737.087097
	Iteration 38Q: 3 clusters Score -242139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -242140.593750 Penalty: 737.087097
	Iteration 39Q: 3 clusters Score -242140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -242140.859375 Penalty: 737.087097
	Iteration 40F: 3 clusters Score -242140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -3170.973389 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -3170.973 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 109 members 
Entering Unmasked Estep 
Score: -2913.124756 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -2913.125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2967.552002 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -2967.552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2988.719971 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -2988.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2997.382080 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -2997.382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3000.716553 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -3000.717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3000.972900 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -3000.973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3000.972900 Penalty: 476.998962
	Iteration 6F: 3 clusters Score -3000.973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Entering Unmasked Estep 
Score: -3309525.000000 Penalty: 483.232635
	Iteration 0F: 2 clusters Score -3309525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3289243.250000 Penalty: 966.465271
	Iteration 0F: 3 clusters Score -3289243 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3300894.750000 Penalty: 966.465271
	Iteration 1F: 3 clusters Score -3300895 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3302053.000000 Penalty: 966.465271
	Iteration 2F: 3 clusters Score -3302053 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3303579.750000 Penalty: 966.465271
	Iteration 3F: 3 clusters Score -3303580 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3305172.250000 Penalty: 966.465271
	Iteration 4F: 3 clusters Score -3305172 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3306960.000000 Penalty: 966.465271
	Iteration 5F: 3 clusters Score -3306960 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3308170.250000 Penalty: 966.465271
	Iteration 6F: 3 clusters Score -3308170 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -3308845.000000 Penalty: 966.465271
	Iteration 7F: 3 clusters Score -3308845 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3309482.000000 Penalty: 966.465271
	Iteration 8Q: 3 clusters Score -3309482 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -3309216.500000 Penalty: 966.465271
	Iteration 9Q: 3 clusters Score -3309216 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3309109.000000 Penalty: 966.465271
	Iteration 10Q: 3 clusters Score -3309109 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -3309066.250000 Penalty: 966.465271
	Iteration 11Q: 3 clusters Score -3309066 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3309033.250000 Penalty: 966.465271
	Iteration 12Q: 3 clusters Score -3309033 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -3308949.000000 Penalty: 966.465271
	Iteration 13Q: 3 clusters Score -3308949 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -3308873.500000 Penalty: 966.465271
	Iteration 14Q: 3 clusters Score -3308874 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -3308802.000000 Penalty: 966.465271
	Iteration 15Q: 3 clusters Score -3308802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -3308768.500000 Penalty: 966.465271
	Iteration 16Q: 3 clusters Score -3308768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -3308761.000000 Penalty: 966.465271
	Iteration 17Q: 3 clusters Score -3308761 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -3308727.500000 Penalty: 966.465271
	Iteration 18Q: 3 clusters Score -3308728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -3308724.250000 Penalty: 966.465271
	Iteration 19Q: 3 clusters Score -3308724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -3308715.000000 Penalty: 966.465271
	Iteration 20F: 3 clusters Score -3308715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -3308711.000000 Penalty: 966.465271
	Iteration 21Q: 3 clusters Score -3308711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -3308723.250000 Penalty: 966.465271
	Iteration 22Q: 3 clusters Score -3308723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -3308763.750000 Penalty: 966.465271
	Iteration 23Q: 3 clusters Score -3308764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -3308794.000000 Penalty: 966.465271
	Iteration 24Q: 3 clusters Score -3308794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -3308807.750000 Penalty: 966.465271
	Iteration 25Q: 3 clusters Score -3308808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -3308803.500000 Penalty: 966.465271
	Iteration 26Q: 3 clusters Score -3308804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -3308807.000000 Penalty: 966.465271
	Iteration 27Q: 3 clusters Score -3308807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -3308812.500000 Penalty: 966.465271
	Iteration 28Q: 3 clusters Score -3308812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3308813.750000 Penalty: 966.465271
	Iteration 29Q: 3 clusters Score -3308814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -3308811.250000 Penalty: 966.465271
	Iteration 30Q: 3 clusters Score -3308811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -3308813.750000 Penalty: 966.465271
	Iteration 31Q: 3 clusters Score -3308814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -3308817.500000 Penalty: 966.465271
	Iteration 32Q: 3 clusters Score -3308818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -3308827.000000 Penalty: 966.465271
	Iteration 33Q: 3 clusters Score -3308827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -3308838.000000 Penalty: 966.465271
	Iteration 34Q: 3 clusters Score -3308838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -3308838.000000 Penalty: 966.465271
	Iteration 35Q: 3 clusters Score -3308838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -3308835.250000 Penalty: 966.465271
	Iteration 36Q: 3 clusters Score -3308835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -3308838.250000 Penalty: 966.465271
	Iteration 37Q: 3 clusters Score -3308838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -3308842.000000 Penalty: 966.465271
	Iteration 38Q: 3 clusters Score -3308842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -3308845.250000 Penalty: 966.465271
	Iteration 39Q: 3 clusters Score -3308845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -3308840.250000 Penalty: 966.465271
	Iteration 40F: 3 clusters Score -3308840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -3308854.250000 Penalty: 966.465271
	Iteration 41Q: 3 clusters Score -3308854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -3308857.250000 Penalty: 966.465271
	Iteration 42Q: 3 clusters Score -3308857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -3308881.000000 Penalty: 966.465271
	Iteration 43Q: 3 clusters Score -3308881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -3308879.000000 Penalty: 966.465271
	Iteration 44Q: 3 clusters Score -3308879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -3308883.000000 Penalty: 966.465271
	Iteration 45Q: 3 clusters Score -3308883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -3308890.250000 Penalty: 966.465271
	Iteration 46Q: 3 clusters Score -3308890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -3308896.750000 Penalty: 966.465271
	Iteration 47Q: 3 clusters Score -3308897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -3308901.500000 Penalty: 966.465271
	Iteration 48Q: 3 clusters Score -3308902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3308912.000000 Penalty: 966.465271
	Iteration 49Q: 3 clusters Score -3308912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -3308916.500000 Penalty: 966.465271
	Iteration 50Q: 3 clusters Score -3308916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -3308918.250000 Penalty: 966.465271
	Iteration 51Q: 3 clusters Score -3308918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -3308926.500000 Penalty: 966.465271
	Iteration 52Q: 3 clusters Score -3308926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -3308926.750000 Penalty: 966.465271
	Iteration 53Q: 3 clusters Score -3308927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -3308929.750000 Penalty: 966.465271
	Iteration 54Q: 3 clusters Score -3308930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -3308919.250000 Penalty: 966.465271
	Iteration 55Q: 3 clusters Score -3308919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -3308919.250000 Penalty: 966.465271
	Iteration 56F: 3 clusters Score -3308919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -62847.804688 Penalty: 309.306274
	Iteration 0F: 2 clusters Score -62847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -62070.390625 Penalty: 618.612549
	Iteration 0F: 3 clusters Score -62070.39 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -62324.210938 Penalty: 618.612549
	Iteration 1F: 3 clusters Score -62324.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62390.792969 Penalty: 618.612549
	Iteration 2F: 3 clusters Score -62390.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -62463.023438 Penalty: 618.612549
	Iteration 3F: 3 clusters Score -62463.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -62508.035156 Penalty: 618.612549
	Iteration 4F: 3 clusters Score -62508.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -62532.148438 Penalty: 618.612549
	Iteration 5Q: 3 clusters Score -62532.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -62552.101562 Penalty: 618.612549
	Iteration 6Q: 3 clusters Score -62552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -62576.222656 Penalty: 618.612549
	Iteration 7Q: 3 clusters Score -62576.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -62587.218750 Penalty: 618.612549
	Iteration 8Q: 3 clusters Score -62587.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62597.425781 Penalty: 618.612549
	Iteration 9Q: 3 clusters Score -62597.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -62607.332031 Penalty: 618.612549
	Iteration 10Q: 3 clusters Score -62607.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -62612.980469 Penalty: 618.612549
	Iteration 11Q: 3 clusters Score -62612.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -62617.761719 Penalty: 618.612549
	Iteration 12Q: 3 clusters Score -62617.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -62621.371094 Penalty: 618.612549
	Iteration 13Q: 3 clusters Score -62621.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -62625.652344 Penalty: 618.612549
	Iteration 14Q: 3 clusters Score -62625.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -62629.574219 Penalty: 618.612549
	Iteration 15Q: 3 clusters Score -62629.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -62631.738281 Penalty: 618.612549
	Iteration 16Q: 3 clusters Score -62631.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -62633.785156 Penalty: 618.612549
	Iteration 17Q: 3 clusters Score -62633.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -62636.343750 Penalty: 618.612549
	Iteration 18Q: 3 clusters Score -62636.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -62637.562500 Penalty: 618.612549
	Iteration 19Q: 3 clusters Score -62637.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -62639.089844 Penalty: 618.612549
	Iteration 20F: 3 clusters Score -62639.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -62641.175781 Penalty: 618.612549
	Iteration 21Q: 3 clusters Score -62641.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -62643.812500 Penalty: 618.612549
	Iteration 22Q: 3 clusters Score -62643.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -62644.972656 Penalty: 618.612549
	Iteration 23Q: 3 clusters Score -62644.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -62644.972656 Penalty: 618.612549
	Iteration 24F: 3 clusters Score -62644.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -56168.488281 Penalty: 306.369781
	Iteration 0F: 2 clusters Score -56168.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -55478.066406 Penalty: 612.739563
	Iteration 0F: 3 clusters Score -55478.07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55718.613281 Penalty: 612.739563
	Iteration 1F: 3 clusters Score -55718.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55789.046875 Penalty: 612.739563
	Iteration 2F: 3 clusters Score -55789.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -55875.394531 Penalty: 612.739563
	Iteration 3F: 3 clusters Score -55875.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -55962.921875 Penalty: 612.739563
	Iteration 4F: 3 clusters Score -55962.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -56000.171875 Penalty: 612.739563
	Iteration 5F: 3 clusters Score -56000.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -56023.148438 Penalty: 612.739563
	Iteration 6Q: 3 clusters Score -56023.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -56035.148438 Penalty: 612.739563
	Iteration 7Q: 3 clusters Score -56035.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -56046.011719 Penalty: 612.739563
	Iteration 8Q: 3 clusters Score -56046.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -56054.843750 Penalty: 612.739563
	Iteration 9Q: 3 clusters Score -56054.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -56068.210938 Penalty: 612.739563
	Iteration 10Q: 3 clusters Score -56068.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -56071.390625 Penalty: 612.739563
	Iteration 11Q: 3 clusters Score -56071.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56073.191406 Penalty: 612.739563
	Iteration 12Q: 3 clusters Score -56073.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56074.031250 Penalty: 612.739563
	Iteration 13Q: 3 clusters Score -56074.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -56074.941406 Penalty: 612.739563
	Iteration 14Q: 3 clusters Score -56074.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -56075.882812 Penalty: 612.739563
	Iteration 15Q: 3 clusters Score -56075.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56076.007812 Penalty: 612.739563
	Iteration 16Q: 3 clusters Score -56076.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -56076.007812 Penalty: 612.739563
	Iteration 17F: 3 clusters Score -56076.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -25496.927734 Penalty: 271.923950
	Iteration 0F: 2 clusters Score -25496.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25078.744141 Penalty: 543.847900
	Iteration 0F: 3 clusters Score -25078.74 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25202.054688 Penalty: 543.847900
	Iteration 1F: 3 clusters Score -25202.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25241.994141 Penalty: 543.847900
	Iteration 2F: 3 clusters Score -25241.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25252.751953 Penalty: 543.847900
	Iteration 3F: 3 clusters Score -25252.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25267.703125 Penalty: 543.847900
	Iteration 4Q: 3 clusters Score -25267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25283.644531 Penalty: 543.847900
	Iteration 5Q: 3 clusters Score -25283.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25300.720703 Penalty: 543.847900
	Iteration 6Q: 3 clusters Score -25300.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25307.929688 Penalty: 543.847900
	Iteration 7Q: 3 clusters Score -25307.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25314.851562 Penalty: 543.847900
	Iteration 8Q: 3 clusters Score -25314.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25318.912109 Penalty: 543.847900
	Iteration 9Q: 3 clusters Score -25318.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25321.394531 Penalty: 543.847900
	Iteration 10Q: 3 clusters Score -25321.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25322.445312 Penalty: 543.847900
	Iteration 11Q: 3 clusters Score -25322.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25322.445312 Penalty: 543.847900
	Iteration 12F: 3 clusters Score -25322.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Entering Unmasked Estep 
Score: -474973.968750 Penalty: 396.505341
	Iteration 0F: 2 clusters Score -474974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -470875.593750 Penalty: 793.010681
	Iteration 0F: 3 clusters Score -470875.6 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -472419.750000 Penalty: 793.010681
	Iteration 1F: 3 clusters Score -472419.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -472541.500000 Penalty: 793.010681
	Iteration 2F: 3 clusters Score -472541.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -472633.906250 Penalty: 793.010681
	Iteration 3Q: 3 clusters Score -472633.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -472745.875000 Penalty: 793.010681
	Iteration 4Q: 3 clusters Score -472745.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -472896.937500 Penalty: 793.010681
	Iteration 5Q: 3 clusters Score -472896.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -473076.531250 Penalty: 793.010681
	Iteration 6Q: 3 clusters Score -473076.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -473265.281250 Penalty: 793.010681
	Iteration 7Q: 3 clusters Score -473265.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -473473.625000 Penalty: 793.010681
	Iteration 8Q: 3 clusters Score -473473.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -473680.906250 Penalty: 793.010681
	Iteration 9Q: 3 clusters Score -473680.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -473846.093750 Penalty: 793.010681
	Iteration 10Q: 3 clusters Score -473846.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -473959.781250 Penalty: 793.010681
	Iteration 11Q: 3 clusters Score -473959.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -474038.718750 Penalty: 793.010681
	Iteration 12Q: 3 clusters Score -474038.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -474118.281250 Penalty: 793.010681
	Iteration 13Q: 3 clusters Score -474118.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -474171.156250 Penalty: 793.010681
	Iteration 14Q: 3 clusters Score -474171.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -474222.156250 Penalty: 793.010681
	Iteration 15Q: 3 clusters Score -474222.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -474287.625000 Penalty: 793.010681
	Iteration 16Q: 3 clusters Score -474287.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -474349.062500 Penalty: 793.010681
	Iteration 17Q: 3 clusters Score -474349.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -474390.843750 Penalty: 793.010681
	Iteration 18Q: 3 clusters Score -474390.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -474431.187500 Penalty: 793.010681
	Iteration 19Q: 3 clusters Score -474431.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -474460.625000 Penalty: 793.010681
	Iteration 20F: 3 clusters Score -474460.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -474480.000000 Penalty: 793.010681
	Iteration 21Q: 3 clusters Score -474480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -474493.531250 Penalty: 793.010681
	Iteration 22Q: 3 clusters Score -474493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -474502.687500 Penalty: 793.010681
	Iteration 23Q: 3 clusters Score -474502.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -474508.093750 Penalty: 793.010681
	Iteration 24Q: 3 clusters Score -474508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -474515.937500 Penalty: 793.010681
	Iteration 25Q: 3 clusters Score -474515.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -474521.781250 Penalty: 793.010681
	Iteration 26Q: 3 clusters Score -474521.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -474531.625000 Penalty: 793.010681
	Iteration 27Q: 3 clusters Score -474531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -474538.375000 Penalty: 793.010681
	Iteration 28Q: 3 clusters Score -474538.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -474560.750000 Penalty: 793.010681
	Iteration 29Q: 3 clusters Score -474560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -474581.343750 Penalty: 793.010681
	Iteration 30Q: 3 clusters Score -474581.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -474588.500000 Penalty: 793.010681
	Iteration 31Q: 3 clusters Score -474588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -474601.625000 Penalty: 793.010681
	Iteration 32Q: 3 clusters Score -474601.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -474604.968750 Penalty: 793.010681
	Iteration 33Q: 3 clusters Score -474605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -474607.687500 Penalty: 793.010681
	Iteration 34Q: 3 clusters Score -474607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -474609.812500 Penalty: 793.010681
	Iteration 35Q: 3 clusters Score -474609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -474611.656250 Penalty: 793.010681
	Iteration 36Q: 3 clusters Score -474611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -474611.187500 Penalty: 793.010681
	Iteration 37Q: 3 clusters Score -474611.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -474611.187500 Penalty: 793.010681
	Iteration 38F: 3 clusters Score -474611.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -18791.787109 Penalty: 260.867035
	Iteration 0F: 2 clusters Score -18791.79 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 156 members 
Entering Unmasked Estep 
Score: -18447.810547 Penalty: 521.734070
	Iteration 0F: 3 clusters Score -18447.81 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18616.019531 Penalty: 521.734070
	Iteration 1F: 3 clusters Score -18616.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18687.523438 Penalty: 521.734070
	Iteration 2F: 3 clusters Score -18687.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18739.957031 Penalty: 521.734070
	Iteration 3F: 3 clusters Score -18739.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18792.365234 Penalty: 521.734070
	Iteration 4F: 3 clusters Score -18792.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18834.134766 Penalty: 521.734070
	Iteration 5Q: 3 clusters Score -18834.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18842.755859 Penalty: 521.734070
	Iteration 6Q: 3 clusters Score -18842.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18846.332031 Penalty: 521.734070
	Iteration 7Q: 3 clusters Score -18846.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18848.554688 Penalty: 521.734070
	Iteration 8Q: 3 clusters Score -18848.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18848.912109 Penalty: 521.734070
	Iteration 9Q: 3 clusters Score -18848.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18849.162109 Penalty: 521.734070
	Iteration 10Q: 3 clusters Score -18849.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18849.162109 Penalty: 521.734070
	Iteration 11F: 3 clusters Score -18849.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 98 members 
Mstep: Class 31 contains 211 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 36869 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48612 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Entering Unmasked Estep 
Score: -42157784.000000 Penalty: 40329.742188
Splitting cluster 31 changes total score from -42158376.000000 to -42157784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7842.736328 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7842.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7575.269043 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7575.269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7652.599609 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7652.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7671.066895 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7671.067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7698.260742 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -7698.261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -7713.810059 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7713.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7720.182617 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7720.183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7734.050293 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -7734.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7737.467285 Penalty: 465.737427
	Iteration 7Q: 3 clusters Score -7737.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7739.188965 Penalty: 465.737427
	Iteration 8Q: 3 clusters Score -7739.189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -7739.188965 Penalty: 465.737427
	Iteration 9F: 3 clusters Score -7739.189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -97953.226562 Penalty: 325.356934
	Iteration 0F: 2 clusters Score -97953.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -97000.281250 Penalty: 650.713867
	Iteration 0F: 3 clusters Score -97000.28 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97278.671875 Penalty: 650.713867
	Iteration 1F: 3 clusters Score -97278.67 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -97342.367188 Penalty: 650.713867
	Iteration 2F: 3 clusters Score -97342.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -97376.015625 Penalty: 650.713867
	Iteration 3F: 3 clusters Score -97376.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97394.078125 Penalty: 650.713867
	Iteration 4Q: 3 clusters Score -97394.08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97413.656250 Penalty: 650.713867
	Iteration 5Q: 3 clusters Score -97413.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97426.273438 Penalty: 650.713867
	Iteration 6Q: 3 clusters Score -97426.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97439.671875 Penalty: 650.713867
	Iteration 7Q: 3 clusters Score -97439.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97448.335938 Penalty: 650.713867
	Iteration 8Q: 3 clusters Score -97448.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97457.359375 Penalty: 650.713867
	Iteration 9Q: 3 clusters Score -97457.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97469.257812 Penalty: 650.713867
	Iteration 10Q: 3 clusters Score -97469.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97480.867188 Penalty: 650.713867
	Iteration 11Q: 3 clusters Score -97480.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97494.640625 Penalty: 650.713867
	Iteration 12Q: 3 clusters Score -97494.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97509.015625 Penalty: 650.713867
	Iteration 13Q: 3 clusters Score -97509.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97516.523438 Penalty: 650.713867
	Iteration 14Q: 3 clusters Score -97516.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97523.992188 Penalty: 650.713867
	Iteration 15Q: 3 clusters Score -97523.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97533.671875 Penalty: 650.713867
	Iteration 16Q: 3 clusters Score -97533.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97544.101562 Penalty: 650.713867
	Iteration 17Q: 3 clusters Score -97544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -97550.906250 Penalty: 650.713867
	Iteration 18Q: 3 clusters Score -97550.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97559.132812 Penalty: 650.713867
	Iteration 19Q: 3 clusters Score -97559.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97568.734375 Penalty: 650.713867
	Iteration 20F: 3 clusters Score -97568.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97577.007812 Penalty: 650.713867
	Iteration 21Q: 3 clusters Score -97577.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97580.265625 Penalty: 650.713867
	Iteration 22Q: 3 clusters Score -97580.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -97581.914062 Penalty: 650.713867
	Iteration 23Q: 3 clusters Score -97581.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97583.000000 Penalty: 650.713867
	Iteration 24Q: 3 clusters Score -97583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97583.148438 Penalty: 650.713867
	Iteration 25Q: 3 clusters Score -97583.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97583.343750 Penalty: 650.713867
	Iteration 26Q: 3 clusters Score -97583.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -97584.359375 Penalty: 650.713867
	Iteration 27Q: 3 clusters Score -97584.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97585.031250 Penalty: 650.713867
	Iteration 28Q: 3 clusters Score -97585.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97585.125000 Penalty: 650.713867
	Iteration 29Q: 3 clusters Score -97585.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97585.281250 Penalty: 650.713867
	Iteration 30Q: 3 clusters Score -97585.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -97585.281250 Penalty: 650.713867
	Iteration 31F: 3 clusters Score -97585.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Entering Unmasked Estep 
Score: -3543269.250000 Penalty: 487.811340
	Iteration 0F: 2 clusters Score -3543269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3514031.000000 Penalty: 975.622681
	Iteration 0F: 3 clusters Score -3514031 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3528609.250000 Penalty: 975.622681
	Iteration 1F: 3 clusters Score -3528609 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3530282.000000 Penalty: 975.622681
	Iteration 2F: 3 clusters Score -3530282 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3532532.750000 Penalty: 975.622681
	Iteration 3F: 3 clusters Score -3532533 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3534901.500000 Penalty: 975.622681
	Iteration 4F: 3 clusters Score -3534902 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -3536867.500000 Penalty: 975.622681
	Iteration 5F: 3 clusters Score -3536868 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3537782.000000 Penalty: 975.622681
	Iteration 6Q: 3 clusters Score -3537782 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3538198.500000 Penalty: 975.622681
	Iteration 7Q: 3 clusters Score -3538198 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3538456.000000 Penalty: 975.622681
	Iteration 8Q: 3 clusters Score -3538456 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3538667.500000 Penalty: 975.622681
	Iteration 9Q: 3 clusters Score -3538668 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3538763.250000 Penalty: 975.622681
	Iteration 10Q: 3 clusters Score -3538763 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3538868.250000 Penalty: 975.622681
	Iteration 11Q: 3 clusters Score -3538868 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3538927.500000 Penalty: 975.622681
	Iteration 12Q: 3 clusters Score -3538928 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3538946.500000 Penalty: 975.622681
	Iteration 13Q: 3 clusters Score -3538946 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3538997.500000 Penalty: 975.622681
	Iteration 14Q: 3 clusters Score -3538998 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3539026.500000 Penalty: 975.622681
	Iteration 15Q: 3 clusters Score -3539026 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3539054.500000 Penalty: 975.622681
	Iteration 16Q: 3 clusters Score -3539054 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3539075.750000 Penalty: 975.622681
	Iteration 17Q: 3 clusters Score -3539076 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3539117.000000 Penalty: 975.622681
	Iteration 18Q: 3 clusters Score -3539117 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3539170.500000 Penalty: 975.622681
	Iteration 19Q: 3 clusters Score -3539170 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3539189.250000 Penalty: 975.622681
	Iteration 20F: 3 clusters Score -3539189 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3539230.750000 Penalty: 975.622681
	Iteration 21Q: 3 clusters Score -3539231 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3539231.750000 Penalty: 975.622681
	Iteration 22Q: 3 clusters Score -3539232 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3539240.750000 Penalty: 975.622681
	Iteration 23Q: 3 clusters Score -3539241 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3539236.250000 Penalty: 975.622681
	Iteration 24Q: 3 clusters Score -3539236 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3539278.500000 Penalty: 975.622681
	Iteration 25Q: 3 clusters Score -3539278 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3539318.750000 Penalty: 975.622681
	Iteration 26Q: 3 clusters Score -3539319 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3539315.750000 Penalty: 975.622681
	Iteration 27Q: 3 clusters Score -3539316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3539341.250000 Penalty: 975.622681
	Iteration 28Q: 3 clusters Score -3539341 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3539341.500000 Penalty: 975.622681
	Iteration 29Q: 3 clusters Score -3539342 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3539379.750000 Penalty: 975.622681
	Iteration 30Q: 3 clusters Score -3539380 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3539414.000000 Penalty: 975.622681
	Iteration 31Q: 3 clusters Score -3539414 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3539449.500000 Penalty: 975.622681
	Iteration 32Q: 3 clusters Score -3539450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3539509.750000 Penalty: 975.622681
	Iteration 33Q: 3 clusters Score -3539510 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3539573.000000 Penalty: 975.622681
	Iteration 34Q: 3 clusters Score -3539573 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3539620.000000 Penalty: 975.622681
	Iteration 35Q: 3 clusters Score -3539620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3539660.000000 Penalty: 975.622681
	Iteration 36Q: 3 clusters Score -3539660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3539676.750000 Penalty: 975.622681
	Iteration 37Q: 3 clusters Score -3539677 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3539727.750000 Penalty: 975.622681
	Iteration 38Q: 3 clusters Score -3539728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3539763.750000 Penalty: 975.622681
	Iteration 39Q: 3 clusters Score -3539764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3539793.000000 Penalty: 975.622681
	Iteration 40F: 3 clusters Score -3539793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3539819.500000 Penalty: 975.622681
	Iteration 41Q: 3 clusters Score -3539820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3539852.750000 Penalty: 975.622681
	Iteration 42Q: 3 clusters Score -3539853 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -3539874.000000 Penalty: 975.622681
	Iteration 43Q: 3 clusters Score -3539874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -3539890.750000 Penalty: 975.622681
	Iteration 44Q: 3 clusters Score -3539891 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3539916.250000 Penalty: 975.622681
	Iteration 45Q: 3 clusters Score -3539916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3539942.250000 Penalty: 975.622681
	Iteration 46Q: 3 clusters Score -3539942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3539963.500000 Penalty: 975.622681
	Iteration 47Q: 3 clusters Score -3539964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3539973.000000 Penalty: 975.622681
	Iteration 48Q: 3 clusters Score -3539973 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3539979.500000 Penalty: 975.622681
	Iteration 49Q: 3 clusters Score -3539980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3539996.000000 Penalty: 975.622681
	Iteration 50Q: 3 clusters Score -3539996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3539994.500000 Penalty: 975.622681
	Iteration 51Q: 3 clusters Score -3539994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3540000.750000 Penalty: 975.622681
	Iteration 52Q: 3 clusters Score -3540001 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3540003.250000 Penalty: 975.622681
	Iteration 53Q: 3 clusters Score -3540003 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3540010.750000 Penalty: 975.622681
	Iteration 54Q: 3 clusters Score -3540011 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3540010.500000 Penalty: 975.622681
	Iteration 55Q: 3 clusters Score -3540010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3540008.750000 Penalty: 975.622681
	Iteration 56Q: 3 clusters Score -3540009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3540028.750000 Penalty: 975.622681
	Iteration 57Q: 3 clusters Score -3540029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3540041.000000 Penalty: 975.622681
	Iteration 58Q: 3 clusters Score -3540041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3540041.250000 Penalty: 975.622681
	Iteration 59Q: 3 clusters Score -3540041 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3540047.500000 Penalty: 975.622681
	Iteration 60F: 3 clusters Score -3540048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3540047.000000 Penalty: 975.622681
	Iteration 61Q: 3 clusters Score -3540047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3540052.000000 Penalty: 975.622681
	Iteration 62Q: 3 clusters Score -3540052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3540050.000000 Penalty: 975.622681
	Iteration 63Q: 3 clusters Score -3540050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3540056.500000 Penalty: 975.622681
	Iteration 64Q: 3 clusters Score -3540056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3540070.250000 Penalty: 975.622681
	Iteration 65Q: 3 clusters Score -3540070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3540078.750000 Penalty: 975.622681
	Iteration 66Q: 3 clusters Score -3540079 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -3540082.250000 Penalty: 975.622681
	Iteration 67Q: 3 clusters Score -3540082 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3540080.000000 Penalty: 975.622681
	Iteration 68Q: 3 clusters Score -3540080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3540084.500000 Penalty: 975.622681
	Iteration 69Q: 3 clusters Score -3540084 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3540077.750000 Penalty: 975.622681
	Iteration 70Q: 3 clusters Score -3540078 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3540077.750000 Penalty: 975.622681
	Iteration 71Q: 3 clusters Score -3540078 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3540033.500000 Penalty: 975.622681
	Iteration 72Q: 3 clusters Score -3540034 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3540014.750000 Penalty: 975.622681
	Iteration 73Q: 3 clusters Score -3540015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3540003.500000 Penalty: 975.622681
	Iteration 74Q: 3 clusters Score -3540004 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3539991.250000 Penalty: 975.622681
	Iteration 75Q: 3 clusters Score -3539991 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3539970.750000 Penalty: 975.622681
	Iteration 76Q: 3 clusters Score -3539971 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3539940.250000 Penalty: 975.622681
	Iteration 77Q: 3 clusters Score -3539940 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3539910.000000 Penalty: 975.622681
	Iteration 78Q: 3 clusters Score -3539910 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3539862.500000 Penalty: 975.622681
	Iteration 79Q: 3 clusters Score -3539862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3539838.750000 Penalty: 975.622681
	Iteration 80F: 3 clusters Score -3539839 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3539851.000000 Penalty: 975.622681
	Iteration 81Q: 3 clusters Score -3539851 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3539845.000000 Penalty: 975.622681
	Iteration 82Q: 3 clusters Score -3539845 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3539773.250000 Penalty: 975.622681
	Iteration 83Q: 3 clusters Score -3539773 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3539711.750000 Penalty: 975.622681
	Iteration 84Q: 3 clusters Score -3539712 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3539646.750000 Penalty: 975.622681
	Iteration 85Q: 3 clusters Score -3539647 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3539566.000000 Penalty: 975.622681
	Iteration 86Q: 3 clusters Score -3539566 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3539510.250000 Penalty: 975.622681
	Iteration 87Q: 3 clusters Score -3539510 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3539426.000000 Penalty: 975.622681
	Iteration 88Q: 3 clusters Score -3539426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3539329.000000 Penalty: 975.622681
	Iteration 89Q: 3 clusters Score -3539329 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3539268.500000 Penalty: 975.622681
	Iteration 90Q: 3 clusters Score -3539268 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3539215.250000 Penalty: 975.622681
	Iteration 91Q: 3 clusters Score -3539215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3539164.250000 Penalty: 975.622681
	Iteration 92Q: 3 clusters Score -3539164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3539117.750000 Penalty: 975.622681
	Iteration 93Q: 3 clusters Score -3539118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3539064.250000 Penalty: 975.622681
	Iteration 94Q: 3 clusters Score -3539064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3539036.000000 Penalty: 975.622681
	Iteration 95Q: 3 clusters Score -3539036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3539038.750000 Penalty: 975.622681
	Iteration 96Q: 3 clusters Score -3539039 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3539011.000000 Penalty: 975.622681
	Iteration 97Q: 3 clusters Score -3539011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3538988.250000 Penalty: 975.622681
	Iteration 98Q: 3 clusters Score -3538988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3538958.500000 Penalty: 975.622681
	Iteration 99Q: 3 clusters Score -3538958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3538931.250000 Penalty: 975.622681
	Iteration 100F: 3 clusters Score -3538931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3538908.750000 Penalty: 975.622681
	Iteration 101Q: 3 clusters Score -3538909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3538908.250000 Penalty: 975.622681
	Iteration 102Q: 3 clusters Score -3538908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3538904.000000 Penalty: 975.622681
	Iteration 103Q: 3 clusters Score -3538904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3538904.250000 Penalty: 975.622681
	Iteration 104Q: 3 clusters Score -3538904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3538895.500000 Penalty: 975.622681
	Iteration 105Q: 3 clusters Score -3538896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3538895.750000 Penalty: 975.622681
	Iteration 106Q: 3 clusters Score -3538896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3538898.250000 Penalty: 975.622681
	Iteration 107Q: 3 clusters Score -3538898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3538896.500000 Penalty: 975.622681
	Iteration 108Q: 3 clusters Score -3538896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -3538894.250000 Penalty: 975.622681
	Iteration 109Q: 3 clusters Score -3538894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3538893.750000 Penalty: 975.622681
	Iteration 110Q: 3 clusters Score -3538894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3538888.750000 Penalty: 975.622681
	Iteration 111Q: 3 clusters Score -3538889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3538893.750000 Penalty: 975.622681
	Iteration 112Q: 3 clusters Score -3538894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -3538893.000000 Penalty: 975.622681
	Iteration 113Q: 3 clusters Score -3538893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3538892.000000 Penalty: 975.622681
	Iteration 114Q: 3 clusters Score -3538892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3538892.000000 Penalty: 975.622681
	Iteration 115F: 3 clusters Score -3538892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Entering Unmasked Estep 
Score: -3174062.750000 Penalty: 481.034576
	Iteration 0F: 2 clusters Score -3174063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3150906.250000 Penalty: 962.069153
	Iteration 0F: 3 clusters Score -3150906 nChanged 18897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3162032.250000 Penalty: 962.069153
	Iteration 1F: 3 clusters Score -3162032 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3162722.750000 Penalty: 962.069153
	Iteration 2F: 3 clusters Score -3162723 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3163891.500000 Penalty: 962.069153
	Iteration 3F: 3 clusters Score -3163892 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3165894.250000 Penalty: 962.069153
	Iteration 4F: 3 clusters Score -3165894 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3168289.250000 Penalty: 962.069153
	Iteration 5F: 3 clusters Score -3168289 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3169577.000000 Penalty: 962.069153
	Iteration 6F: 3 clusters Score -3169577 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3170016.000000 Penalty: 962.069153
	Iteration 7Q: 3 clusters Score -3170016 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3170269.750000 Penalty: 962.069153
	Iteration 8Q: 3 clusters Score -3170270 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3170487.000000 Penalty: 962.069153
	Iteration 9Q: 3 clusters Score -3170487 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3170684.750000 Penalty: 962.069153
	Iteration 10Q: 3 clusters Score -3170685 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3170922.250000 Penalty: 962.069153
	Iteration 11Q: 3 clusters Score -3170922 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3171205.000000 Penalty: 962.069153
	Iteration 12Q: 3 clusters Score -3171205 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3171502.250000 Penalty: 962.069153
	Iteration 13Q: 3 clusters Score -3171502 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3171762.250000 Penalty: 962.069153
	Iteration 14Q: 3 clusters Score -3171762 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3171992.250000 Penalty: 962.069153
	Iteration 15Q: 3 clusters Score -3171992 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3172216.750000 Penalty: 962.069153
	Iteration 16Q: 3 clusters Score -3172217 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3172375.750000 Penalty: 962.069153
	Iteration 17Q: 3 clusters Score -3172376 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3172535.250000 Penalty: 962.069153
	Iteration 18Q: 3 clusters Score -3172535 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3172656.750000 Penalty: 962.069153
	Iteration 19Q: 3 clusters Score -3172657 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3172817.750000 Penalty: 962.069153
	Iteration 20F: 3 clusters Score -3172818 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3172959.500000 Penalty: 962.069153
	Iteration 21Q: 3 clusters Score -3172960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3173079.250000 Penalty: 962.069153
	Iteration 22Q: 3 clusters Score -3173079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3173165.750000 Penalty: 962.069153
	Iteration 23Q: 3 clusters Score -3173166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3173255.750000 Penalty: 962.069153
	Iteration 24Q: 3 clusters Score -3173256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3173313.000000 Penalty: 962.069153
	Iteration 25Q: 3 clusters Score -3173313 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3173350.750000 Penalty: 962.069153
	Iteration 26Q: 3 clusters Score -3173351 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3173369.000000 Penalty: 962.069153
	Iteration 27Q: 3 clusters Score -3173369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3173406.000000 Penalty: 962.069153
	Iteration 28Q: 3 clusters Score -3173406 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3173426.000000 Penalty: 962.069153
	Iteration 29Q: 3 clusters Score -3173426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3173455.500000 Penalty: 962.069153
	Iteration 30Q: 3 clusters Score -3173456 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3173464.500000 Penalty: 962.069153
	Iteration 31Q: 3 clusters Score -3173464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3173473.500000 Penalty: 962.069153
	Iteration 32Q: 3 clusters Score -3173474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3173495.500000 Penalty: 962.069153
	Iteration 33Q: 3 clusters Score -3173496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3173512.750000 Penalty: 962.069153
	Iteration 34Q: 3 clusters Score -3173513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -3173532.000000 Penalty: 962.069153
	Iteration 35Q: 3 clusters Score -3173532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3173538.500000 Penalty: 962.069153
	Iteration 36Q: 3 clusters Score -3173538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3173543.750000 Penalty: 962.069153
	Iteration 37Q: 3 clusters Score -3173544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3173549.250000 Penalty: 962.069153
	Iteration 38Q: 3 clusters Score -3173549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3173557.500000 Penalty: 962.069153
	Iteration 39Q: 3 clusters Score -3173558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3173571.250000 Penalty: 962.069153
	Iteration 40F: 3 clusters Score -3173571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3173573.000000 Penalty: 962.069153
	Iteration 41Q: 3 clusters Score -3173573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3173577.750000 Penalty: 962.069153
	Iteration 42Q: 3 clusters Score -3173578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3173575.000000 Penalty: 962.069153
	Iteration 43Q: 3 clusters Score -3173575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3173591.750000 Penalty: 962.069153
	Iteration 44Q: 3 clusters Score -3173592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3173591.750000 Penalty: 962.069153
	Iteration 45Q: 3 clusters Score -3173592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3173587.250000 Penalty: 962.069153
	Iteration 46Q: 3 clusters Score -3173587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3173590.500000 Penalty: 962.069153
	Iteration 47Q: 3 clusters Score -3173590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3173596.250000 Penalty: 962.069153
	Iteration 48Q: 3 clusters Score -3173596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3173594.750000 Penalty: 962.069153
	Iteration 49Q: 3 clusters Score -3173595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3173597.750000 Penalty: 962.069153
	Iteration 50Q: 3 clusters Score -3173598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3173589.500000 Penalty: 962.069153
	Iteration 51Q: 3 clusters Score -3173590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3173588.000000 Penalty: 962.069153
	Iteration 52Q: 3 clusters Score -3173588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3173585.500000 Penalty: 962.069153
	Iteration 53Q: 3 clusters Score -3173586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3173582.000000 Penalty: 962.069153
	Iteration 54Q: 3 clusters Score -3173582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -3173583.750000 Penalty: 962.069153
	Iteration 55Q: 3 clusters Score -3173584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3173588.750000 Penalty: 962.069153
	Iteration 56Q: 3 clusters Score -3173589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3173589.250000 Penalty: 962.069153
	Iteration 57Q: 3 clusters Score -3173589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3173586.250000 Penalty: 962.069153
	Iteration 58Q: 3 clusters Score -3173586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3173589.500000 Penalty: 962.069153
	Iteration 59Q: 3 clusters Score -3173590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3173590.750000 Penalty: 962.069153
	Iteration 60F: 3 clusters Score -3173591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3173589.250000 Penalty: 962.069153
	Iteration 61Q: 3 clusters Score -3173589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3173589.250000 Penalty: 962.069153
	Iteration 62F: 3 clusters Score -3173589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -24056.189453 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -24056.19 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 189 members 
Entering Unmasked Estep 
Score: -23666.566406 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23666.57 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23760.738281 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23760.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23784.250000 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23784.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23794.468750 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -23794.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23796.988281 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -23796.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23799.335938 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23799.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23799.560547 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23799.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23800.443359 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23800.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23801.105469 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23801.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23801.105469 Penalty: 534.873962
	Iteration 9F: 3 clusters Score -23801.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -68067.367188 Penalty: 309.710754
	Iteration 0F: 2 clusters Score -68067.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67319.562500 Penalty: 619.421509
	Iteration 0F: 3 clusters Score -67319.56 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67520.617188 Penalty: 619.421509
	Iteration 1F: 3 clusters Score -67520.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -67576.257812 Penalty: 619.421509
	Iteration 2F: 3 clusters Score -67576.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -67612.914062 Penalty: 619.421509
	Iteration 3F: 3 clusters Score -67612.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -67651.109375 Penalty: 619.421509
	Iteration 4F: 3 clusters Score -67651.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67673.804688 Penalty: 619.421509
	Iteration 5Q: 3 clusters Score -67673.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -67686.226562 Penalty: 619.421509
	Iteration 6Q: 3 clusters Score -67686.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -67699.820312 Penalty: 619.421509
	Iteration 7Q: 3 clusters Score -67699.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -67707.304688 Penalty: 619.421509
	Iteration 8Q: 3 clusters Score -67707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67713.796875 Penalty: 619.421509
	Iteration 9Q: 3 clusters Score -67713.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -67718.398438 Penalty: 619.421509
	Iteration 10Q: 3 clusters Score -67718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -67723.765625 Penalty: 619.421509
	Iteration 11Q: 3 clusters Score -67723.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -67732.070312 Penalty: 619.421509
	Iteration 12Q: 3 clusters Score -67732.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -67737.429688 Penalty: 619.421509
	Iteration 13Q: 3 clusters Score -67737.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -67742.960938 Penalty: 619.421509
	Iteration 14Q: 3 clusters Score -67742.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -67747.632812 Penalty: 619.421509
	Iteration 15Q: 3 clusters Score -67747.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67751.906250 Penalty: 619.421509
	Iteration 16Q: 3 clusters Score -67751.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -67756.765625 Penalty: 619.421509
	Iteration 17Q: 3 clusters Score -67756.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -67760.015625 Penalty: 619.421509
	Iteration 18Q: 3 clusters Score -67760.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -67762.718750 Penalty: 619.421509
	Iteration 19Q: 3 clusters Score -67762.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -67768.054688 Penalty: 619.421509
	Iteration 20F: 3 clusters Score -67768.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -67772.734375 Penalty: 619.421509
	Iteration 21Q: 3 clusters Score -67772.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -67776.281250 Penalty: 619.421509
	Iteration 22Q: 3 clusters Score -67776.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67778.718750 Penalty: 619.421509
	Iteration 23Q: 3 clusters Score -67778.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67779.382812 Penalty: 619.421509
	Iteration 24Q: 3 clusters Score -67779.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67779.382812 Penalty: 619.421509
	Iteration 25F: 3 clusters Score -67779.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -2136728.250000 Penalty: 463.399200
	Iteration 0F: 2 clusters Score -2136728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2119714.250000 Penalty: 926.798401
	Iteration 0F: 3 clusters Score -2119714 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2128195.500000 Penalty: 926.798401
	Iteration 1F: 3 clusters Score -2128196 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2129664.250000 Penalty: 926.798401
	Iteration 2F: 3 clusters Score -2129664 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2131747.750000 Penalty: 926.798401
	Iteration 3F: 3 clusters Score -2131748 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2133922.250000 Penalty: 926.798401
	Iteration 4F: 3 clusters Score -2133922 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2135508.750000 Penalty: 926.798401
	Iteration 5F: 3 clusters Score -2135509 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2136217.500000 Penalty: 926.798401
	Iteration 6Q: 3 clusters Score -2136218 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2136518.750000 Penalty: 926.798401
	Iteration 7Q: 3 clusters Score -2136519 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2136700.000000 Penalty: 926.798401
	Iteration 8Q: 3 clusters Score -2136700 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2136801.000000 Penalty: 926.798401
	Iteration 9Q: 3 clusters Score -2136801 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2136854.000000 Penalty: 926.798401
	Iteration 10Q: 3 clusters Score -2136854 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2136876.250000 Penalty: 926.798401
	Iteration 11Q: 3 clusters Score -2136876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2136890.250000 Penalty: 926.798401
	Iteration 12Q: 3 clusters Score -2136890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2136895.750000 Penalty: 926.798401
	Iteration 13Q: 3 clusters Score -2136896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2136906.000000 Penalty: 926.798401
	Iteration 14Q: 3 clusters Score -2136906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2136906.500000 Penalty: 926.798401
	Iteration 15Q: 3 clusters Score -2136906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2136903.750000 Penalty: 926.798401
	Iteration 16Q: 3 clusters Score -2136904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2136904.500000 Penalty: 926.798401
	Iteration 17Q: 3 clusters Score -2136904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2136902.750000 Penalty: 926.798401
	Iteration 18Q: 3 clusters Score -2136903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2136904.250000 Penalty: 926.798401
	Iteration 19Q: 3 clusters Score -2136904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2136899.500000 Penalty: 926.798401
	Iteration 20F: 3 clusters Score -2136900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2136900.000000 Penalty: 926.798401
	Iteration 21Q: 3 clusters Score -2136900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2136897.000000 Penalty: 926.798401
	Iteration 22Q: 3 clusters Score -2136897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2136895.250000 Penalty: 926.798401
	Iteration 23Q: 3 clusters Score -2136895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2136887.500000 Penalty: 926.798401
	Iteration 24Q: 3 clusters Score -2136888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2136892.000000 Penalty: 926.798401
	Iteration 25Q: 3 clusters Score -2136892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2136888.500000 Penalty: 926.798401
	Iteration 26Q: 3 clusters Score -2136888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2136890.000000 Penalty: 926.798401
	Iteration 27Q: 3 clusters Score -2136890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2136887.500000 Penalty: 926.798401
	Iteration 28Q: 3 clusters Score -2136888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2136886.250000 Penalty: 926.798401
	Iteration 29Q: 3 clusters Score -2136886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2136886.250000 Penalty: 926.798401
	Iteration 30Q: 3 clusters Score -2136886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2136888.000000 Penalty: 926.798401
	Iteration 31Q: 3 clusters Score -2136888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2136885.750000 Penalty: 926.798401
	Iteration 32Q: 3 clusters Score -2136886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2136886.500000 Penalty: 926.798401
	Iteration 33Q: 3 clusters Score -2136886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2136884.500000 Penalty: 926.798401
	Iteration 34Q: 3 clusters Score -2136884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2136884.750000 Penalty: 926.798401
	Iteration 35Q: 3 clusters Score -2136885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2136884.000000 Penalty: 926.798401
	Iteration 36Q: 3 clusters Score -2136884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2136887.250000 Penalty: 926.798401
	Iteration 37Q: 3 clusters Score -2136887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2136886.500000 Penalty: 926.798401
	Iteration 38Q: 3 clusters Score -2136886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2136887.750000 Penalty: 926.798401
	Iteration 39Q: 3 clusters Score -2136888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2136887.000000 Penalty: 926.798401
	Iteration 40F: 3 clusters Score -2136887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2136888.000000 Penalty: 926.798401
	Iteration 41Q: 3 clusters Score -2136888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2136887.500000 Penalty: 926.798401
	Iteration 42Q: 3 clusters Score -2136888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2136888.000000 Penalty: 926.798401
	Iteration 43Q: 3 clusters Score -2136888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2136888.500000 Penalty: 926.798401
	Iteration 44Q: 3 clusters Score -2136888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2136885.500000 Penalty: 926.798401
	Iteration 45Q: 3 clusters Score -2136886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2136883.250000 Penalty: 926.798401
	Iteration 46Q: 3 clusters Score -2136883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2136882.750000 Penalty: 926.798401
	Iteration 47Q: 3 clusters Score -2136883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2136884.000000 Penalty: 926.798401
	Iteration 48Q: 3 clusters Score -2136884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2136884.000000 Penalty: 926.798401
	Iteration 49Q: 3 clusters Score -2136884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2136884.750000 Penalty: 926.798401
	Iteration 50Q: 3 clusters Score -2136885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2136885.500000 Penalty: 926.798401
	Iteration 51Q: 3 clusters Score -2136886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2136885.500000 Penalty: 926.798401
	Iteration 52F: 3 clusters Score -2136886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 8131 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 18361 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 36869 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48612 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Entering Unmasked Estep 
Score: -42158108.000000 Penalty: 40329.742188
Splitting cluster 38 changes total score from -42158376.000000 to -42158108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 39 (10910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Entering Unmasked Estep 
Score: -828029.875000 Penalty: 423.033295
	Iteration 0F: 2 clusters Score -828029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -820691.375000 Penalty: 846.066589
	Iteration 0F: 3 clusters Score -820691.4 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -823585.687500 Penalty: 846.066589
	Iteration 1F: 3 clusters Score -823585.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -823817.125000 Penalty: 846.066589
	Iteration 2F: 3 clusters Score -823817.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -824082.875000 Penalty: 846.066589
	Iteration 3F: 3 clusters Score -824082.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -824383.375000 Penalty: 846.066589
	Iteration 4F: 3 clusters Score -824383.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -824741.937500 Penalty: 846.066589
	Iteration 5F: 3 clusters Score -824741.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -825116.000000 Penalty: 846.066589
	Iteration 6F: 3 clusters Score -825116 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -825489.750000 Penalty: 846.066589
	Iteration 7F: 3 clusters Score -825489.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -825802.375000 Penalty: 846.066589
	Iteration 8F: 3 clusters Score -825802.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -825982.000000 Penalty: 846.066589
	Iteration 9Q: 3 clusters Score -825982 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -826079.250000 Penalty: 846.066589
	Iteration 10Q: 3 clusters Score -826079.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -826135.437500 Penalty: 846.066589
	Iteration 11Q: 3 clusters Score -826135.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -826164.125000 Penalty: 846.066589
	Iteration 12Q: 3 clusters Score -826164.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -826181.000000 Penalty: 846.066589
	Iteration 13Q: 3 clusters Score -826181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -826197.875000 Penalty: 846.066589
	Iteration 14Q: 3 clusters Score -826197.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -826207.000000 Penalty: 846.066589
	Iteration 15Q: 3 clusters Score -826207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -826213.375000 Penalty: 846.066589
	Iteration 16Q: 3 clusters Score -826213.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -826216.500000 Penalty: 846.066589
	Iteration 17Q: 3 clusters Score -826216.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -826220.187500 Penalty: 846.066589
	Iteration 18Q: 3 clusters Score -826220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -826225.687500 Penalty: 846.066589
	Iteration 19Q: 3 clusters Score -826225.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -826224.250000 Penalty: 846.066589
	Iteration 20F: 3 clusters Score -826224.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -826226.062500 Penalty: 846.066589
	Iteration 21Q: 3 clusters Score -826226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -826224.937500 Penalty: 846.066589
	Iteration 22Q: 3 clusters Score -826224.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -826226.375000 Penalty: 846.066589
	Iteration 23Q: 3 clusters Score -826226.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -826230.125000 Penalty: 846.066589
	Iteration 24Q: 3 clusters Score -826230.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -826233.250000 Penalty: 846.066589
	Iteration 25Q: 3 clusters Score -826233.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -826236.187500 Penalty: 846.066589
	Iteration 26Q: 3 clusters Score -826236.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -826241.562500 Penalty: 846.066589
	Iteration 27Q: 3 clusters Score -826241.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -826241.375000 Penalty: 846.066589
	Iteration 28Q: 3 clusters Score -826241.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -826245.000000 Penalty: 846.066589
	Iteration 29Q: 3 clusters Score -826245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -826245.125000 Penalty: 846.066589
	Iteration 30Q: 3 clusters Score -826245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -826249.250000 Penalty: 846.066589
	Iteration 31Q: 3 clusters Score -826249.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -826250.000000 Penalty: 846.066589
	Iteration 32Q: 3 clusters Score -826250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -826255.625000 Penalty: 846.066589
	Iteration 33Q: 3 clusters Score -826255.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -826257.750000 Penalty: 846.066589
	Iteration 34Q: 3 clusters Score -826257.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -826261.062500 Penalty: 846.066589
	Iteration 35Q: 3 clusters Score -826261.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -826268.187500 Penalty: 846.066589
	Iteration 36Q: 3 clusters Score -826268.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -826273.875000 Penalty: 846.066589
	Iteration 37Q: 3 clusters Score -826273.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -826285.500000 Penalty: 846.066589
	Iteration 38Q: 3 clusters Score -826285.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -826296.375000 Penalty: 846.066589
	Iteration 39Q: 3 clusters Score -826296.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -826314.000000 Penalty: 846.066589
	Iteration 40F: 3 clusters Score -826314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -826345.062500 Penalty: 846.066589
	Iteration 41Q: 3 clusters Score -826345.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -826388.687500 Penalty: 846.066589
	Iteration 42Q: 3 clusters Score -826388.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -826457.750000 Penalty: 846.066589
	Iteration 43Q: 3 clusters Score -826457.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -826550.125000 Penalty: 846.066589
	Iteration 44Q: 3 clusters Score -826550.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -826649.500000 Penalty: 846.066589
	Iteration 45Q: 3 clusters Score -826649.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -826749.812500 Penalty: 846.066589
	Iteration 46Q: 3 clusters Score -826749.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -826846.562500 Penalty: 846.066589
	Iteration 47Q: 3 clusters Score -826846.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -826940.937500 Penalty: 846.066589
	Iteration 48Q: 3 clusters Score -826940.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -827033.062500 Penalty: 846.066589
	Iteration 49Q: 3 clusters Score -827033.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -827100.062500 Penalty: 846.066589
	Iteration 50Q: 3 clusters Score -827100.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -827163.937500 Penalty: 846.066589
	Iteration 51Q: 3 clusters Score -827163.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -827222.375000 Penalty: 846.066589
	Iteration 52Q: 3 clusters Score -827222.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -827272.250000 Penalty: 846.066589
	Iteration 53Q: 3 clusters Score -827272.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -827318.437500 Penalty: 846.066589
	Iteration 54Q: 3 clusters Score -827318.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -827365.625000 Penalty: 846.066589
	Iteration 55Q: 3 clusters Score -827365.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -827407.875000 Penalty: 846.066589
	Iteration 56Q: 3 clusters Score -827407.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -827442.937500 Penalty: 846.066589
	Iteration 57Q: 3 clusters Score -827442.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -827473.562500 Penalty: 846.066589
	Iteration 58Q: 3 clusters Score -827473.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -827499.750000 Penalty: 846.066589
	Iteration 59Q: 3 clusters Score -827499.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -827517.312500 Penalty: 846.066589
	Iteration 60F: 3 clusters Score -827517.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -827531.312500 Penalty: 846.066589
	Iteration 61Q: 3 clusters Score -827531.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -827545.937500 Penalty: 846.066589
	Iteration 62Q: 3 clusters Score -827545.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -827560.875000 Penalty: 846.066589
	Iteration 63Q: 3 clusters Score -827560.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -827572.312500 Penalty: 846.066589
	Iteration 64Q: 3 clusters Score -827572.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -827584.187500 Penalty: 846.066589
	Iteration 65Q: 3 clusters Score -827584.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -827596.250000 Penalty: 846.066589
	Iteration 66Q: 3 clusters Score -827596.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -827602.500000 Penalty: 846.066589
	Iteration 67Q: 3 clusters Score -827602.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -827606.375000 Penalty: 846.066589
	Iteration 68Q: 3 clusters Score -827606.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -827612.437500 Penalty: 846.066589
	Iteration 69Q: 3 clusters Score -827612.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -827617.000000 Penalty: 846.066589
	Iteration 70Q: 3 clusters Score -827617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -827620.625000 Penalty: 846.066589
	Iteration 71Q: 3 clusters Score -827620.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -827623.437500 Penalty: 846.066589
	Iteration 72Q: 3 clusters Score -827623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -827626.500000 Penalty: 846.066589
	Iteration 73Q: 3 clusters Score -827626.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -827628.437500 Penalty: 846.066589
	Iteration 74Q: 3 clusters Score -827628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -827631.187500 Penalty: 846.066589
	Iteration 75Q: 3 clusters Score -827631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -827634.312500 Penalty: 846.066589
	Iteration 76Q: 3 clusters Score -827634.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -827641.750000 Penalty: 846.066589
	Iteration 77Q: 3 clusters Score -827641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -827649.562500 Penalty: 846.066589
	Iteration 78Q: 3 clusters Score -827649.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -827656.125000 Penalty: 846.066589
	Iteration 79Q: 3 clusters Score -827656.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -827660.687500 Penalty: 846.066589
	Iteration 80F: 3 clusters Score -827660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -827663.875000 Penalty: 846.066589
	Iteration 81Q: 3 clusters Score -827663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -827671.187500 Penalty: 846.066589
	Iteration 82Q: 3 clusters Score -827671.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -827677.750000 Penalty: 846.066589
	Iteration 83Q: 3 clusters Score -827677.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -827679.125000 Penalty: 846.066589
	Iteration 84Q: 3 clusters Score -827679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -827682.750000 Penalty: 846.066589
	Iteration 85Q: 3 clusters Score -827682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -827685.875000 Penalty: 846.066589
	Iteration 86Q: 3 clusters Score -827685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -827690.812500 Penalty: 846.066589
	Iteration 87Q: 3 clusters Score -827690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -827696.750000 Penalty: 846.066589
	Iteration 88Q: 3 clusters Score -827696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -827707.062500 Penalty: 846.066589
	Iteration 89Q: 3 clusters Score -827707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -827714.750000 Penalty: 846.066589
	Iteration 90Q: 3 clusters Score -827714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -827723.000000 Penalty: 846.066589
	Iteration 91Q: 3 clusters Score -827723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -827727.500000 Penalty: 846.066589
	Iteration 92Q: 3 clusters Score -827727.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -827729.312500 Penalty: 846.066589
	Iteration 93Q: 3 clusters Score -827729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -827731.375000 Penalty: 846.066589
	Iteration 94Q: 3 clusters Score -827731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -827733.375000 Penalty: 846.066589
	Iteration 95Q: 3 clusters Score -827733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -827735.500000 Penalty: 846.066589
	Iteration 96Q: 3 clusters Score -827735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -827738.375000 Penalty: 846.066589
	Iteration 97Q: 3 clusters Score -827738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -827740.000000 Penalty: 846.066589
	Iteration 98Q: 3 clusters Score -827740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -827743.437500 Penalty: 846.066589
	Iteration 99Q: 3 clusters Score -827743.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -827744.750000 Penalty: 846.066589
	Iteration 100F: 3 clusters Score -827744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -827746.875000 Penalty: 846.066589
	Iteration 101Q: 3 clusters Score -827746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -827749.625000 Penalty: 846.066589
	Iteration 102Q: 3 clusters Score -827749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -827749.687500 Penalty: 846.066589
	Iteration 103Q: 3 clusters Score -827749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -827749.500000 Penalty: 846.066589
	Iteration 104Q: 3 clusters Score -827749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -827749.500000 Penalty: 846.066589
	Iteration 105F: 3 clusters Score -827749.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9283.308594 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9283.309 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 149 members 
Entering Unmasked Estep 
Score: -8944.937500 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -8944.938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9083.600586 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9083.601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9118.625977 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9118.626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9142.478516 Penalty: 510.794678
	Iteration 3Q: 3 clusters Score -9142.479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9157.217773 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9157.218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9179.046875 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9179.047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9195.797852 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9195.798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9224.829102 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -9224.829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9232.798828 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -9232.799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9236.556641 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -9236.557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -9237.316406 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -9237.316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9241.057617 Penalty: 510.794678
	Iteration 11Q: 3 clusters Score -9241.058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9241.319336 Penalty: 510.794678
	Iteration 12Q: 3 clusters Score -9241.319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -9241.319336 Penalty: 510.794678
	Iteration 13F: 3 clusters Score -9241.319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -43719.671875 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -43719.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43202.222656 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -43202.22 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43290.425781 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -43290.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43328.804688 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -43328.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -43354.535156 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -43354.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43363.554688 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -43363.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43371.875000 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -43371.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43377.964844 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -43377.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43385.546875 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -43385.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43394.246094 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -43394.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43398.125000 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -43398.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43399.550781 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -43399.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43400.109375 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -43400.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43401.046875 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -43401.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43402.554688 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -43402.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43403.128906 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -43403.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43404.000000 Penalty: 569.447754
	Iteration 15Q: 3 clusters Score -43404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43404.000000 Penalty: 569.447754
	Iteration 16F: 3 clusters Score -43404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -25821.230469 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -25821.23 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 185 members 
Entering Unmasked Estep 
Score: -25410.175781 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -25410.18 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25533.853516 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -25533.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -25574.734375 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -25574.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25590.380859 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -25590.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -25596.150391 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -25596.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25602.455078 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -25602.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25606.525391 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -25606.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25609.951172 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -25609.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25610.111328 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -25610.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25610.720703 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -25610.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25611.320312 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -25611.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25613.078125 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -25613.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25613.490234 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -25613.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25613.490234 Penalty: 539.834290
	Iteration 13F: 3 clusters Score -25613.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -200274.937500 Penalty: 356.446838
	Iteration 0F: 2 clusters Score -200274.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -198479.671875 Penalty: 712.893677
	Iteration 0F: 3 clusters Score -198479.7 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -199113.859375 Penalty: 712.893677
	Iteration 1F: 3 clusters Score -199113.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -199174.234375 Penalty: 712.893677
	Iteration 2F: 3 clusters Score -199174.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -199235.015625 Penalty: 712.893677
	Iteration 3Q: 3 clusters Score -199235 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -199304.406250 Penalty: 712.893677
	Iteration 4Q: 3 clusters Score -199304.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -199365.187500 Penalty: 712.893677
	Iteration 5Q: 3 clusters Score -199365.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -199427.593750 Penalty: 712.893677
	Iteration 6Q: 3 clusters Score -199427.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -199512.500000 Penalty: 712.893677
	Iteration 7Q: 3 clusters Score -199512.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -199585.328125 Penalty: 712.893677
	Iteration 8Q: 3 clusters Score -199585.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -199654.453125 Penalty: 712.893677
	Iteration 9Q: 3 clusters Score -199654.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -199715.500000 Penalty: 712.893677
	Iteration 10Q: 3 clusters Score -199715.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -199776.125000 Penalty: 712.893677
	Iteration 11Q: 3 clusters Score -199776.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -199823.031250 Penalty: 712.893677
	Iteration 12Q: 3 clusters Score -199823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -199850.218750 Penalty: 712.893677
	Iteration 13Q: 3 clusters Score -199850.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -199865.609375 Penalty: 712.893677
	Iteration 14Q: 3 clusters Score -199865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -199874.578125 Penalty: 712.893677
	Iteration 15Q: 3 clusters Score -199874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -199884.703125 Penalty: 712.893677
	Iteration 16Q: 3 clusters Score -199884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -199898.484375 Penalty: 712.893677
	Iteration 17Q: 3 clusters Score -199898.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -199916.671875 Penalty: 712.893677
	Iteration 18Q: 3 clusters Score -199916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -199929.234375 Penalty: 712.893677
	Iteration 19Q: 3 clusters Score -199929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -199936.906250 Penalty: 712.893677
	Iteration 20F: 3 clusters Score -199936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -199940.437500 Penalty: 712.893677
	Iteration 21Q: 3 clusters Score -199940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -199946.171875 Penalty: 712.893677
	Iteration 22Q: 3 clusters Score -199946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -199954.671875 Penalty: 712.893677
	Iteration 23Q: 3 clusters Score -199954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -199959.484375 Penalty: 712.893677
	Iteration 24Q: 3 clusters Score -199959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -199964.296875 Penalty: 712.893677
	Iteration 25Q: 3 clusters Score -199964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -199968.703125 Penalty: 712.893677
	Iteration 26Q: 3 clusters Score -199968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -199971.828125 Penalty: 712.893677
	Iteration 27Q: 3 clusters Score -199971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -199973.265625 Penalty: 712.893677
	Iteration 28Q: 3 clusters Score -199973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -199973.828125 Penalty: 712.893677
	Iteration 29Q: 3 clusters Score -199973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -199974.875000 Penalty: 712.893677
	Iteration 30Q: 3 clusters Score -199974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -199976.046875 Penalty: 712.893677
	Iteration 31Q: 3 clusters Score -199976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -199977.687500 Penalty: 712.893677
	Iteration 32Q: 3 clusters Score -199977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -199980.250000 Penalty: 712.893677
	Iteration 33Q: 3 clusters Score -199980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -199980.515625 Penalty: 712.893677
	Iteration 34Q: 3 clusters Score -199980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -199980.890625 Penalty: 712.893677
	Iteration 35Q: 3 clusters Score -199980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -199981.468750 Penalty: 712.893677
	Iteration 36Q: 3 clusters Score -199981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -199981.468750 Penalty: 712.893677
	Iteration 37F: 3 clusters Score -199981.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Entering Unmasked Estep 
Score: -118470.164062 Penalty: 336.644775
	Iteration 0F: 2 clusters Score -118470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117222.062500 Penalty: 673.289551
	Iteration 0F: 3 clusters Score -117222.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117632.484375 Penalty: 673.289551
	Iteration 1F: 3 clusters Score -117632.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -117713.726562 Penalty: 673.289551
	Iteration 2F: 3 clusters Score -117713.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -117771.062500 Penalty: 673.289551
	Iteration 3F: 3 clusters Score -117771.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -117814.242188 Penalty: 673.289551
	Iteration 4F: 3 clusters Score -117814.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117849.703125 Penalty: 673.289551
	Iteration 5Q: 3 clusters Score -117849.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117879.796875 Penalty: 673.289551
	Iteration 6Q: 3 clusters Score -117879.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117905.843750 Penalty: 673.289551
	Iteration 7Q: 3 clusters Score -117905.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117934.015625 Penalty: 673.289551
	Iteration 8Q: 3 clusters Score -117934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117964.960938 Penalty: 673.289551
	Iteration 9Q: 3 clusters Score -117965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117992.367188 Penalty: 673.289551
	Iteration 10Q: 3 clusters Score -117992.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118018.320312 Penalty: 673.289551
	Iteration 11Q: 3 clusters Score -118018.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118037.890625 Penalty: 673.289551
	Iteration 12Q: 3 clusters Score -118037.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118046.101562 Penalty: 673.289551
	Iteration 13Q: 3 clusters Score -118046.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118055.023438 Penalty: 673.289551
	Iteration 14Q: 3 clusters Score -118055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118062.585938 Penalty: 673.289551
	Iteration 15Q: 3 clusters Score -118062.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118071.359375 Penalty: 673.289551
	Iteration 16Q: 3 clusters Score -118071.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -118080.710938 Penalty: 673.289551
	Iteration 17Q: 3 clusters Score -118080.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118085.101562 Penalty: 673.289551
	Iteration 18Q: 3 clusters Score -118085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -118087.679688 Penalty: 673.289551
	Iteration 19Q: 3 clusters Score -118087.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118093.093750 Penalty: 673.289551
	Iteration 20F: 3 clusters Score -118093.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -118107.117188 Penalty: 673.289551
	Iteration 21Q: 3 clusters Score -118107.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -118122.031250 Penalty: 673.289551
	Iteration 22Q: 3 clusters Score -118122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -118129.750000 Penalty: 673.289551
	Iteration 23Q: 3 clusters Score -118129.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -118138.843750 Penalty: 673.289551
	Iteration 24Q: 3 clusters Score -118138.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -118144.585938 Penalty: 673.289551
	Iteration 25Q: 3 clusters Score -118144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -118149.468750 Penalty: 673.289551
	Iteration 26Q: 3 clusters Score -118149.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -118154.031250 Penalty: 673.289551
	Iteration 27Q: 3 clusters Score -118154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -118156.203125 Penalty: 673.289551
	Iteration 28Q: 3 clusters Score -118156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118158.968750 Penalty: 673.289551
	Iteration 29Q: 3 clusters Score -118159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -118165.367188 Penalty: 673.289551
	Iteration 30Q: 3 clusters Score -118165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -118168.906250 Penalty: 673.289551
	Iteration 31Q: 3 clusters Score -118168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -118172.203125 Penalty: 673.289551
	Iteration 32Q: 3 clusters Score -118172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -118175.867188 Penalty: 673.289551
	Iteration 33Q: 3 clusters Score -118175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -118179.585938 Penalty: 673.289551
	Iteration 34Q: 3 clusters Score -118179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -118179.929688 Penalty: 673.289551
	Iteration 35Q: 3 clusters Score -118179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -118180.710938 Penalty: 673.289551
	Iteration 36Q: 3 clusters Score -118180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -118181.734375 Penalty: 673.289551
	Iteration 37Q: 3 clusters Score -118181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -118183.062500 Penalty: 673.289551
	Iteration 38Q: 3 clusters Score -118183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -118183.937500 Penalty: 673.289551
	Iteration 39Q: 3 clusters Score -118183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -118185.265625 Penalty: 673.289551
	Iteration 40F: 3 clusters Score -118185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -118186.984375 Penalty: 673.289551
	Iteration 41Q: 3 clusters Score -118187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -118188.742188 Penalty: 673.289551
	Iteration 42Q: 3 clusters Score -118188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -118191.117188 Penalty: 673.289551
	Iteration 43Q: 3 clusters Score -118191.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -118197.335938 Penalty: 673.289551
	Iteration 44Q: 3 clusters Score -118197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -118210.578125 Penalty: 673.289551
	Iteration 45Q: 3 clusters Score -118210.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -118222.679688 Penalty: 673.289551
	Iteration 46Q: 3 clusters Score -118222.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -118231.492188 Penalty: 673.289551
	Iteration 47Q: 3 clusters Score -118231.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -118240.312500 Penalty: 673.289551
	Iteration 48Q: 3 clusters Score -118240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -118244.945312 Penalty: 673.289551
	Iteration 49Q: 3 clusters Score -118244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -118247.648438 Penalty: 673.289551
	Iteration 50Q: 3 clusters Score -118247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118249.203125 Penalty: 673.289551
	Iteration 51Q: 3 clusters Score -118249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118250.296875 Penalty: 673.289551
	Iteration 52Q: 3 clusters Score -118250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118252.195312 Penalty: 673.289551
	Iteration 53Q: 3 clusters Score -118252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118255.171875 Penalty: 673.289551
	Iteration 54Q: 3 clusters Score -118255.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118258.492188 Penalty: 673.289551
	Iteration 55Q: 3 clusters Score -118258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118260.218750 Penalty: 673.289551
	Iteration 56Q: 3 clusters Score -118260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118261.789062 Penalty: 673.289551
	Iteration 57Q: 3 clusters Score -118261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118261.851562 Penalty: 673.289551
	Iteration 58Q: 3 clusters Score -118261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118261.851562 Penalty: 673.289551
	Iteration 59F: 3 clusters Score -118261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Entering Unmasked Estep 
Score: -544937.250000 Penalty: 402.548309
	Iteration 0F: 2 clusters Score -544937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -540314.437500 Penalty: 805.096619
	Iteration 0F: 3 clusters Score -540314.4 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -542016.312500 Penalty: 805.096619
	Iteration 1F: 3 clusters Score -542016.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -542257.750000 Penalty: 805.096619
	Iteration 2F: 3 clusters Score -542257.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -542540.062500 Penalty: 805.096619
	Iteration 3F: 3 clusters Score -542540.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -542924.625000 Penalty: 805.096619
	Iteration 4F: 3 clusters Score -542924.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -543331.500000 Penalty: 805.096619
	Iteration 5F: 3 clusters Score -543331.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -543599.875000 Penalty: 805.096619
	Iteration 6F: 3 clusters Score -543599.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -543750.187500 Penalty: 805.096619
	Iteration 7Q: 3 clusters Score -543750.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -543813.125000 Penalty: 805.096619
	Iteration 8Q: 3 clusters Score -543813.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -543850.625000 Penalty: 805.096619
	Iteration 9Q: 3 clusters Score -543850.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -543871.500000 Penalty: 805.096619
	Iteration 10Q: 3 clusters Score -543871.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -543888.437500 Penalty: 805.096619
	Iteration 11Q: 3 clusters Score -543888.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -543901.312500 Penalty: 805.096619
	Iteration 12Q: 3 clusters Score -543901.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -543909.625000 Penalty: 805.096619
	Iteration 13Q: 3 clusters Score -543909.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -543919.500000 Penalty: 805.096619
	Iteration 14Q: 3 clusters Score -543919.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -543926.750000 Penalty: 805.096619
	Iteration 15Q: 3 clusters Score -543926.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -543929.812500 Penalty: 805.096619
	Iteration 16Q: 3 clusters Score -543929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -543932.750000 Penalty: 805.096619
	Iteration 17Q: 3 clusters Score -543932.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -543935.125000 Penalty: 805.096619
	Iteration 18Q: 3 clusters Score -543935.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -543937.500000 Penalty: 805.096619
	Iteration 19Q: 3 clusters Score -543937.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -543940.312500 Penalty: 805.096619
	Iteration 20F: 3 clusters Score -543940.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -543940.937500 Penalty: 805.096619
	Iteration 21Q: 3 clusters Score -543940.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -543943.125000 Penalty: 805.096619
	Iteration 22Q: 3 clusters Score -543943.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -543945.812500 Penalty: 805.096619
	Iteration 23Q: 3 clusters Score -543945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -543947.187500 Penalty: 805.096619
	Iteration 24Q: 3 clusters Score -543947.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -543950.812500 Penalty: 805.096619
	Iteration 25Q: 3 clusters Score -543950.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -543955.375000 Penalty: 805.096619
	Iteration 26Q: 3 clusters Score -543955.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -543960.937500 Penalty: 805.096619
	Iteration 27Q: 3 clusters Score -543960.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -543963.125000 Penalty: 805.096619
	Iteration 28Q: 3 clusters Score -543963.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -543967.812500 Penalty: 805.096619
	Iteration 29Q: 3 clusters Score -543967.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -543973.812500 Penalty: 805.096619
	Iteration 30Q: 3 clusters Score -543973.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -543981.375000 Penalty: 805.096619
	Iteration 31Q: 3 clusters Score -543981.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -543986.937500 Penalty: 805.096619
	Iteration 32Q: 3 clusters Score -543986.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -543995.750000 Penalty: 805.096619
	Iteration 33Q: 3 clusters Score -543995.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -544000.250000 Penalty: 805.096619
	Iteration 34Q: 3 clusters Score -544000.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -544008.250000 Penalty: 805.096619
	Iteration 35Q: 3 clusters Score -544008.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -544017.687500 Penalty: 805.096619
	Iteration 36Q: 3 clusters Score -544017.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -544033.437500 Penalty: 805.096619
	Iteration 37Q: 3 clusters Score -544033.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -544055.062500 Penalty: 805.096619
	Iteration 38Q: 3 clusters Score -544055.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -544082.125000 Penalty: 805.096619
	Iteration 39Q: 3 clusters Score -544082.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -544107.625000 Penalty: 805.096619
	Iteration 40F: 3 clusters Score -544107.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -544127.562500 Penalty: 805.096619
	Iteration 41Q: 3 clusters Score -544127.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -544149.250000 Penalty: 805.096619
	Iteration 42Q: 3 clusters Score -544149.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -544171.187500 Penalty: 805.096619
	Iteration 43Q: 3 clusters Score -544171.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -544184.000000 Penalty: 805.096619
	Iteration 44Q: 3 clusters Score -544184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -544195.500000 Penalty: 805.096619
	Iteration 45Q: 3 clusters Score -544195.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -544213.375000 Penalty: 805.096619
	Iteration 46Q: 3 clusters Score -544213.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -544230.375000 Penalty: 805.096619
	Iteration 47Q: 3 clusters Score -544230.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -544248.875000 Penalty: 805.096619
	Iteration 48Q: 3 clusters Score -544248.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -544267.875000 Penalty: 805.096619
	Iteration 49Q: 3 clusters Score -544267.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -544287.750000 Penalty: 805.096619
	Iteration 50Q: 3 clusters Score -544287.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -544300.187500 Penalty: 805.096619
	Iteration 51Q: 3 clusters Score -544300.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -544314.375000 Penalty: 805.096619
	Iteration 52Q: 3 clusters Score -544314.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -544324.562500 Penalty: 805.096619
	Iteration 53Q: 3 clusters Score -544324.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -544336.812500 Penalty: 805.096619
	Iteration 54Q: 3 clusters Score -544336.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -544350.250000 Penalty: 805.096619
	Iteration 55Q: 3 clusters Score -544350.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -544358.562500 Penalty: 805.096619
	Iteration 56Q: 3 clusters Score -544358.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -544366.062500 Penalty: 805.096619
	Iteration 57Q: 3 clusters Score -544366.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -544373.687500 Penalty: 805.096619
	Iteration 58Q: 3 clusters Score -544373.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -544384.625000 Penalty: 805.096619
	Iteration 59Q: 3 clusters Score -544384.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -544393.000000 Penalty: 805.096619
	Iteration 60F: 3 clusters Score -544393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -544397.937500 Penalty: 805.096619
	Iteration 61Q: 3 clusters Score -544397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -544405.562500 Penalty: 805.096619
	Iteration 62Q: 3 clusters Score -544405.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -544413.312500 Penalty: 805.096619
	Iteration 63Q: 3 clusters Score -544413.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -544423.062500 Penalty: 805.096619
	Iteration 64Q: 3 clusters Score -544423.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -544433.875000 Penalty: 805.096619
	Iteration 65Q: 3 clusters Score -544433.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -544447.687500 Penalty: 805.096619
	Iteration 66Q: 3 clusters Score -544447.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -544461.875000 Penalty: 805.096619
	Iteration 67Q: 3 clusters Score -544461.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -544472.375000 Penalty: 805.096619
	Iteration 68Q: 3 clusters Score -544472.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -544484.187500 Penalty: 805.096619
	Iteration 69Q: 3 clusters Score -544484.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -544494.500000 Penalty: 805.096619
	Iteration 70Q: 3 clusters Score -544494.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -544507.250000 Penalty: 805.096619
	Iteration 71Q: 3 clusters Score -544507.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -544518.500000 Penalty: 805.096619
	Iteration 72Q: 3 clusters Score -544518.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -544535.562500 Penalty: 805.096619
	Iteration 73Q: 3 clusters Score -544535.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -544562.625000 Penalty: 805.096619
	Iteration 74Q: 3 clusters Score -544562.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -544574.750000 Penalty: 805.096619
	Iteration 75Q: 3 clusters Score -544574.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -544585.000000 Penalty: 805.096619
	Iteration 76Q: 3 clusters Score -544585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -544596.562500 Penalty: 805.096619
	Iteration 77Q: 3 clusters Score -544596.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -544605.562500 Penalty: 805.096619
	Iteration 78Q: 3 clusters Score -544605.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -544613.687500 Penalty: 805.096619
	Iteration 79Q: 3 clusters Score -544613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -544617.187500 Penalty: 805.096619
	Iteration 80F: 3 clusters Score -544617.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -544619.375000 Penalty: 805.096619
	Iteration 81Q: 3 clusters Score -544619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -544619.000000 Penalty: 805.096619
	Iteration 82Q: 3 clusters Score -544619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -544620.250000 Penalty: 805.096619
	Iteration 83Q: 3 clusters Score -544620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -544620.625000 Penalty: 805.096619
	Iteration 84Q: 3 clusters Score -544620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -544620.625000 Penalty: 805.096619
	Iteration 85Q: 3 clusters Score -544620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -544621.312500 Penalty: 805.096619
	Iteration 86Q: 3 clusters Score -544621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -544621.312500 Penalty: 805.096619
	Iteration 87F: 3 clusters Score -544621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -30520.130859 Penalty: 285.758026
	Iteration 0F: 2 clusters Score -30520.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30025.732422 Penalty: 571.516052
	Iteration 0F: 3 clusters Score -30025.73 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30199.076172 Penalty: 571.516052
	Iteration 1F: 3 clusters Score -30199.08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30256.888672 Penalty: 571.516052
	Iteration 2F: 3 clusters Score -30256.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30280.093750 Penalty: 571.516052
	Iteration 3F: 3 clusters Score -30280.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -30302.605469 Penalty: 571.516052
	Iteration 4Q: 3 clusters Score -30302.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30332.378906 Penalty: 571.516052
	Iteration 5Q: 3 clusters Score -30332.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30350.998047 Penalty: 571.516052
	Iteration 6Q: 3 clusters Score -30351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30367.337891 Penalty: 571.516052
	Iteration 7Q: 3 clusters Score -30367.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30375.154297 Penalty: 571.516052
	Iteration 8Q: 3 clusters Score -30375.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30380.173828 Penalty: 571.516052
	Iteration 9Q: 3 clusters Score -30380.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30384.216797 Penalty: 571.516052
	Iteration 10Q: 3 clusters Score -30384.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30385.416016 Penalty: 571.516052
	Iteration 11Q: 3 clusters Score -30385.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30385.623047 Penalty: 571.516052
	Iteration 12Q: 3 clusters Score -30385.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30385.623047 Penalty: 571.516052
	Iteration 13F: 3 clusters Score -30385.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -15558.572266 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -15558.57 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 174 members 
Entering Unmasked Estep 
Score: -15166.477539 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -15166.48 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15283.541016 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -15283.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15326.618164 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -15326.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15344.493164 Penalty: 537.139648
	Iteration 3Q: 3 clusters Score -15344.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15362.084961 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -15362.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15373.714844 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -15373.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15378.360352 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -15378.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15379.818359 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -15379.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15383.631836 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -15383.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15384.857422 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -15384.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15389.660156 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -15389.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15398.134766 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -15398.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15417.648438 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -15417.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15434.396484 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -15434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15452.196289 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -15452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15459.441406 Penalty: 537.139648
	Iteration 15Q: 3 clusters Score -15459.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15468.080078 Penalty: 537.139648
	Iteration 16Q: 3 clusters Score -15468.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15479.308594 Penalty: 537.139648
	Iteration 17Q: 3 clusters Score -15479.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -15484.530273 Penalty: 537.139648
	Iteration 18Q: 3 clusters Score -15484.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15488.438477 Penalty: 537.139648
	Iteration 19Q: 3 clusters Score -15488.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15495.753906 Penalty: 537.139648
	Iteration 20F: 3 clusters Score -15495.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15508.595703 Penalty: 537.139648
	Iteration 21Q: 3 clusters Score -15508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15511.065430 Penalty: 537.139648
	Iteration 22Q: 3 clusters Score -15511.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15513.193359 Penalty: 537.139648
	Iteration 23Q: 3 clusters Score -15513.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15517.992188 Penalty: 537.139648
	Iteration 24Q: 3 clusters Score -15517.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15518.875977 Penalty: 537.139648
	Iteration 25Q: 3 clusters Score -15518.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15519.042969 Penalty: 537.139648
	Iteration 26Q: 3 clusters Score -15519.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15519.191406 Penalty: 537.139648
	Iteration 27Q: 3 clusters Score -15519.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15519.191406 Penalty: 537.139648
	Iteration 28F: 3 clusters Score -15519.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -244089.781250 Penalty: 368.349731
	Iteration 0F: 2 clusters Score -244089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -241849.984375 Penalty: 736.699463
	Iteration 0F: 3 clusters Score -241850 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -242685.750000 Penalty: 736.699463
	Iteration 1F: 3 clusters Score -242685.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -242763.500000 Penalty: 736.699463
	Iteration 2F: 3 clusters Score -242763.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -242838.578125 Penalty: 736.699463
	Iteration 3Q: 3 clusters Score -242838.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -242915.687500 Penalty: 736.699463
	Iteration 4Q: 3 clusters Score -242915.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -242996.140625 Penalty: 736.699463
	Iteration 5Q: 3 clusters Score -242996.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -243080.921875 Penalty: 736.699463
	Iteration 6Q: 3 clusters Score -243080.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -243173.109375 Penalty: 736.699463
	Iteration 7Q: 3 clusters Score -243173.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -243258.984375 Penalty: 736.699463
	Iteration 8Q: 3 clusters Score -243259 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -243327.734375 Penalty: 736.699463
	Iteration 9Q: 3 clusters Score -243327.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -243379.562500 Penalty: 736.699463
	Iteration 10Q: 3 clusters Score -243379.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -243426.828125 Penalty: 736.699463
	Iteration 11Q: 3 clusters Score -243426.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -243476.312500 Penalty: 736.699463
	Iteration 12Q: 3 clusters Score -243476.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -243519.703125 Penalty: 736.699463
	Iteration 13Q: 3 clusters Score -243519.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -243544.828125 Penalty: 736.699463
	Iteration 14Q: 3 clusters Score -243544.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -243568.812500 Penalty: 736.699463
	Iteration 15Q: 3 clusters Score -243568.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -243592.734375 Penalty: 736.699463
	Iteration 16Q: 3 clusters Score -243592.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -243613.562500 Penalty: 736.699463
	Iteration 17Q: 3 clusters Score -243613.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -243636.984375 Penalty: 736.699463
	Iteration 18Q: 3 clusters Score -243637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -243664.171875 Penalty: 736.699463
	Iteration 19Q: 3 clusters Score -243664.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -243690.078125 Penalty: 736.699463
	Iteration 20F: 3 clusters Score -243690.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -243719.687500 Penalty: 736.699463
	Iteration 21Q: 3 clusters Score -243719.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -243738.734375 Penalty: 736.699463
	Iteration 22Q: 3 clusters Score -243738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -243749.687500 Penalty: 736.699463
	Iteration 23Q: 3 clusters Score -243749.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -243754.312500 Penalty: 736.699463
	Iteration 24Q: 3 clusters Score -243754.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -243757.515625 Penalty: 736.699463
	Iteration 25Q: 3 clusters Score -243757.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -243759.625000 Penalty: 736.699463
	Iteration 26Q: 3 clusters Score -243759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -243760.093750 Penalty: 736.699463
	Iteration 27Q: 3 clusters Score -243760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -243760.484375 Penalty: 736.699463
	Iteration 28Q: 3 clusters Score -243760.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -243760.796875 Penalty: 736.699463
	Iteration 29Q: 3 clusters Score -243760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -243761.000000 Penalty: 736.699463
	Iteration 30Q: 3 clusters Score -243761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -243761.000000 Penalty: 736.699463
	Iteration 31F: 3 clusters Score -243761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7070.389648 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7070.39 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 119 members 
Entering Unmasked Estep 
Score: -6770.214355 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -6770.214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6932.638672 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -6932.639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6974.838867 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -6974.839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6990.618164 Penalty: 507.755432
	Iteration 3Q: 3 clusters Score -6990.618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6996.934570 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -6996.935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7005.951660 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -7005.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7007.910156 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -7007.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7010.266602 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -7010.267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7014.223145 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -7014.223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7017.086426 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -7017.086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7022.012695 Penalty: 507.755432
	Iteration 10Q: 3 clusters Score -7022.013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7022.570801 Penalty: 507.755432
	Iteration 11Q: 3 clusters Score -7022.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7022.570801 Penalty: 507.755432
	Iteration 12F: 3 clusters Score -7022.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (14757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Entering Unmasked Estep 
Score: -1206798.500000 Penalty: 436.776031
	Iteration 0F: 2 clusters Score -1206798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1196867.500000 Penalty: 873.552063
	Iteration 0F: 3 clusters Score -1196868 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1200828.625000 Penalty: 873.552063
	Iteration 1F: 3 clusters Score -1200829 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1201002.625000 Penalty: 873.552063
	Iteration 2Q: 3 clusters Score -1201003 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1201271.000000 Penalty: 873.552063
	Iteration 3Q: 3 clusters Score -1201271 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1201654.375000 Penalty: 873.552063
	Iteration 4Q: 3 clusters Score -1201654 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1202203.750000 Penalty: 873.552063
	Iteration 5F: 3 clusters Score -1202204 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1202939.500000 Penalty: 873.552063
	Iteration 6F: 3 clusters Score -1202940 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1203665.875000 Penalty: 873.552063
	Iteration 7F: 3 clusters Score -1203666 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1204040.625000 Penalty: 873.552063
	Iteration 8Q: 3 clusters Score -1204041 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1204192.000000 Penalty: 873.552063
	Iteration 9Q: 3 clusters Score -1204192 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1204287.875000 Penalty: 873.552063
	Iteration 10Q: 3 clusters Score -1204288 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1204393.250000 Penalty: 873.552063
	Iteration 11Q: 3 clusters Score -1204393 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1204520.750000 Penalty: 873.552063
	Iteration 12Q: 3 clusters Score -1204521 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1204673.500000 Penalty: 873.552063
	Iteration 13Q: 3 clusters Score -1204674 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1204838.625000 Penalty: 873.552063
	Iteration 14Q: 3 clusters Score -1204839 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1205038.750000 Penalty: 873.552063
	Iteration 15Q: 3 clusters Score -1205039 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1205260.250000 Penalty: 873.552063
	Iteration 16Q: 3 clusters Score -1205260 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1205465.250000 Penalty: 873.552063
	Iteration 17Q: 3 clusters Score -1205465 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1205652.625000 Penalty: 873.552063
	Iteration 18Q: 3 clusters Score -1205653 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1205765.000000 Penalty: 873.552063
	Iteration 19Q: 3 clusters Score -1205765 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1205871.625000 Penalty: 873.552063
	Iteration 20F: 3 clusters Score -1205872 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1205946.875000 Penalty: 873.552063
	Iteration 21Q: 3 clusters Score -1205947 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1206005.375000 Penalty: 873.552063
	Iteration 22Q: 3 clusters Score -1206005 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1206033.500000 Penalty: 873.552063
	Iteration 23Q: 3 clusters Score -1206034 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1206039.750000 Penalty: 873.552063
	Iteration 24Q: 3 clusters Score -1206040 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1206057.625000 Penalty: 873.552063
	Iteration 25Q: 3 clusters Score -1206058 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1206080.625000 Penalty: 873.552063
	Iteration 26Q: 3 clusters Score -1206081 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1206116.125000 Penalty: 873.552063
	Iteration 27Q: 3 clusters Score -1206116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1206140.250000 Penalty: 873.552063
	Iteration 28Q: 3 clusters Score -1206140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1206148.250000 Penalty: 873.552063
	Iteration 29Q: 3 clusters Score -1206148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1206155.625000 Penalty: 873.552063
	Iteration 30Q: 3 clusters Score -1206156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1206158.500000 Penalty: 873.552063
	Iteration 31Q: 3 clusters Score -1206158 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1206163.375000 Penalty: 873.552063
	Iteration 32Q: 3 clusters Score -1206163 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1206169.625000 Penalty: 873.552063
	Iteration 33Q: 3 clusters Score -1206170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1206179.125000 Penalty: 873.552063
	Iteration 34Q: 3 clusters Score -1206179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1206187.625000 Penalty: 873.552063
	Iteration 35Q: 3 clusters Score -1206188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1206193.375000 Penalty: 873.552063
	Iteration 36Q: 3 clusters Score -1206193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1206207.375000 Penalty: 873.552063
	Iteration 37Q: 3 clusters Score -1206207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1206223.750000 Penalty: 873.552063
	Iteration 38Q: 3 clusters Score -1206224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1206226.125000 Penalty: 873.552063
	Iteration 39Q: 3 clusters Score -1206226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1206231.750000 Penalty: 873.552063
	Iteration 40F: 3 clusters Score -1206232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1206231.250000 Penalty: 873.552063
	Iteration 41Q: 3 clusters Score -1206231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1206235.250000 Penalty: 873.552063
	Iteration 42Q: 3 clusters Score -1206235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1206232.250000 Penalty: 873.552063
	Iteration 43Q: 3 clusters Score -1206232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1206233.625000 Penalty: 873.552063
	Iteration 44Q: 3 clusters Score -1206234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1206234.375000 Penalty: 873.552063
	Iteration 45Q: 3 clusters Score -1206234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1206232.750000 Penalty: 873.552063
	Iteration 46Q: 3 clusters Score -1206233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1206232.750000 Penalty: 873.552063
	Iteration 47F: 3 clusters Score -1206233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -64249.968750 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -64249.97 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 461 members 
Entering Unmasked Estep 
Score: -63455.312500 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -63455.31 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -63680.632812 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -63680.63 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -63756.410156 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -63756.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -63799.632812 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -63799.63 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -63859.804688 Penalty: 621.412781
	Iteration 4F: 3 clusters Score -63859.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -63891.199219 Penalty: 621.412781
	Iteration 5F: 3 clusters Score -63891.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -63917.339844 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -63917.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -63931.910156 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -63931.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63941.402344 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -63941.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -63946.828125 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -63946.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -63949.574219 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -63949.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -63949.941406 Penalty: 621.412781
	Iteration 11Q: 3 clusters Score -63949.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -63950.281250 Penalty: 621.412781
	Iteration 12Q: 3 clusters Score -63950.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -63951.101562 Penalty: 621.412781
	Iteration 13Q: 3 clusters Score -63951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -63951.718750 Penalty: 621.412781
	Iteration 14Q: 3 clusters Score -63951.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -63952.078125 Penalty: 621.412781
	Iteration 15Q: 3 clusters Score -63952.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -63952.324219 Penalty: 621.412781
	Iteration 16Q: 3 clusters Score -63952.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -63952.324219 Penalty: 621.412781
	Iteration 17F: 3 clusters Score -63952.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (22844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Entering Unmasked Estep 
Score: -1805098.375000 Penalty: 456.658203
	Iteration 0F: 2 clusters Score -1805098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1790036.750000 Penalty: 913.316406
	Iteration 0F: 3 clusters Score -1790037 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1796555.125000 Penalty: 913.316406
	Iteration 1F: 3 clusters Score -1796555 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1797045.625000 Penalty: 913.316406
	Iteration 2Q: 3 clusters Score -1797046 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1797730.375000 Penalty: 913.316406
	Iteration 3F: 3 clusters Score -1797730 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1798665.875000 Penalty: 913.316406
	Iteration 4F: 3 clusters Score -1798666 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1799737.750000 Penalty: 913.316406
	Iteration 5F: 3 clusters Score -1799738 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -1800634.875000 Penalty: 913.316406
	Iteration 6F: 3 clusters Score -1800635 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1801248.250000 Penalty: 913.316406
	Iteration 7Q: 3 clusters Score -1801248 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1801632.000000 Penalty: 913.316406
	Iteration 8Q: 3 clusters Score -1801632 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1801914.375000 Penalty: 913.316406
	Iteration 9Q: 3 clusters Score -1801914 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1802141.375000 Penalty: 913.316406
	Iteration 10Q: 3 clusters Score -1802141 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1802351.000000 Penalty: 913.316406
	Iteration 11Q: 3 clusters Score -1802351 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1802594.375000 Penalty: 913.316406
	Iteration 12Q: 3 clusters Score -1802594 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1802865.125000 Penalty: 913.316406
	Iteration 13Q: 3 clusters Score -1802865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1803117.750000 Penalty: 913.316406
	Iteration 14Q: 3 clusters Score -1803118 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1803334.750000 Penalty: 913.316406
	Iteration 15Q: 3 clusters Score -1803335 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -1803538.625000 Penalty: 913.316406
	Iteration 16Q: 3 clusters Score -1803539 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1803742.500000 Penalty: 913.316406
	Iteration 17Q: 3 clusters Score -1803742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -1803940.750000 Penalty: 913.316406
	Iteration 18Q: 3 clusters Score -1803941 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -1804106.500000 Penalty: 913.316406
	Iteration 19Q: 3 clusters Score -1804106 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1804220.500000 Penalty: 913.316406
	Iteration 20F: 3 clusters Score -1804220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1804311.125000 Penalty: 913.316406
	Iteration 21Q: 3 clusters Score -1804311 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -1804400.875000 Penalty: 913.316406
	Iteration 22Q: 3 clusters Score -1804401 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -1804468.375000 Penalty: 913.316406
	Iteration 23Q: 3 clusters Score -1804468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1804529.125000 Penalty: 913.316406
	Iteration 24Q: 3 clusters Score -1804529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -1804575.375000 Penalty: 913.316406
	Iteration 25Q: 3 clusters Score -1804575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -1804595.000000 Penalty: 913.316406
	Iteration 26Q: 3 clusters Score -1804595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1804618.125000 Penalty: 913.316406
	Iteration 27Q: 3 clusters Score -1804618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -1804637.125000 Penalty: 913.316406
	Iteration 28Q: 3 clusters Score -1804637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -1804653.125000 Penalty: 913.316406
	Iteration 29Q: 3 clusters Score -1804653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1804662.625000 Penalty: 913.316406
	Iteration 30Q: 3 clusters Score -1804663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -1804667.625000 Penalty: 913.316406
	Iteration 31Q: 3 clusters Score -1804668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1804670.250000 Penalty: 913.316406
	Iteration 32Q: 3 clusters Score -1804670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -1804676.750000 Penalty: 913.316406
	Iteration 33Q: 3 clusters Score -1804677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -1804682.250000 Penalty: 913.316406
	Iteration 34Q: 3 clusters Score -1804682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1804686.875000 Penalty: 913.316406
	Iteration 35Q: 3 clusters Score -1804687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -1804689.250000 Penalty: 913.316406
	Iteration 36Q: 3 clusters Score -1804689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1804692.875000 Penalty: 913.316406
	Iteration 37Q: 3 clusters Score -1804693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -1804694.500000 Penalty: 913.316406
	Iteration 38Q: 3 clusters Score -1804694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1804698.000000 Penalty: 913.316406
	Iteration 39Q: 3 clusters Score -1804698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -1804698.500000 Penalty: 913.316406
	Iteration 40F: 3 clusters Score -1804698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -1804698.375000 Penalty: 913.316406
	Iteration 41Q: 3 clusters Score -1804698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1804699.250000 Penalty: 913.316406
	Iteration 42Q: 3 clusters Score -1804699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -1804702.625000 Penalty: 913.316406
	Iteration 43Q: 3 clusters Score -1804703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -1804703.625000 Penalty: 913.316406
	Iteration 44Q: 3 clusters Score -1804704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1804704.000000 Penalty: 913.316406
	Iteration 45Q: 3 clusters Score -1804704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -1804705.000000 Penalty: 913.316406
	Iteration 46Q: 3 clusters Score -1804705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -1804706.250000 Penalty: 913.316406
	Iteration 47Q: 3 clusters Score -1804706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1804707.500000 Penalty: 913.316406
	Iteration 48Q: 3 clusters Score -1804708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1804707.500000 Penalty: 913.316406
	Iteration 49F: 3 clusters Score -1804708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -13708.319336 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -13708.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13421.938477 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -13421.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13541.811523 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -13541.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13565.275391 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -13565.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -13573.464844 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -13573.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13577.608398 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -13577.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13580.750000 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -13580.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13581.605469 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -13581.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13581.605469 Penalty: 495.260010
	Iteration 7F: 3 clusters Score -13581.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -13666.185547 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -13666.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13363.368164 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -13363.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13491.264648 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -13491.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13530.783203 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -13530.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13546.098633 Penalty: 496.822296
	Iteration 3Q: 3 clusters Score -13546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13551.147461 Penalty: 496.822296
	Iteration 4Q: 3 clusters Score -13551.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13553.251953 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -13553.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13553.251953 Penalty: 496.822296
	Iteration 6F: 3 clusters Score -13553.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -12549.686523 Penalty: 252.835678
	Iteration 0F: 2 clusters Score -12549.69 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 133 members 
Entering Unmasked Estep 
Score: -12211.329102 Penalty: 505.671356
	Iteration 0F: 3 clusters Score -12211.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12294.148438 Penalty: 505.671356
	Iteration 1F: 3 clusters Score -12294.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12351.030273 Penalty: 505.671356
	Iteration 2F: 3 clusters Score -12351.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12389.037109 Penalty: 505.671356
	Iteration 3F: 3 clusters Score -12389.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12416.858398 Penalty: 505.671356
	Iteration 4F: 3 clusters Score -12416.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12426.835938 Penalty: 505.671356
	Iteration 5Q: 3 clusters Score -12426.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12433.064453 Penalty: 505.671356
	Iteration 6Q: 3 clusters Score -12433.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12439.877930 Penalty: 505.671356
	Iteration 7Q: 3 clusters Score -12439.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12442.409180 Penalty: 505.671356
	Iteration 8Q: 3 clusters Score -12442.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12442.409180 Penalty: 505.671356
	Iteration 9F: 3 clusters Score -12442.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -7544.241211 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -7544.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -7342.505371 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -7342.505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7379.437500 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -7379.438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7389.936523 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -7389.937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7394.886230 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -7394.886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -7394.886230 Penalty: 422.639587
	Iteration 4F: 3 clusters Score -7394.886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -75033.390625 Penalty: 315.824158
	Iteration 0F: 2 clusters Score -75033.39 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 533 members 
Entering Unmasked Estep 
Score: -74206.703125 Penalty: 631.648315
	Iteration 0F: 3 clusters Score -74206.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74485.648438 Penalty: 631.648315
	Iteration 1F: 3 clusters Score -74485.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -74532.171875 Penalty: 631.648315
	Iteration 2F: 3 clusters Score -74532.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -74584.171875 Penalty: 631.648315
	Iteration 3F: 3 clusters Score -74584.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -74643.570312 Penalty: 631.648315
	Iteration 4F: 3 clusters Score -74643.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74691.046875 Penalty: 631.648315
	Iteration 5F: 3 clusters Score -74691.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -74728.015625 Penalty: 631.648315
	Iteration 6Q: 3 clusters Score -74728.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -74759.046875 Penalty: 631.648315
	Iteration 7Q: 3 clusters Score -74759.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -74776.671875 Penalty: 631.648315
	Iteration 8Q: 3 clusters Score -74776.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -74788.789062 Penalty: 631.648315
	Iteration 9Q: 3 clusters Score -74788.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -74796.718750 Penalty: 631.648315
	Iteration 10Q: 3 clusters Score -74796.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74799.375000 Penalty: 631.648315
	Iteration 11Q: 3 clusters Score -74799.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -74804.031250 Penalty: 631.648315
	Iteration 12Q: 3 clusters Score -74804.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -74804.687500 Penalty: 631.648315
	Iteration 13Q: 3 clusters Score -74804.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -74805.492188 Penalty: 631.648315
	Iteration 14Q: 3 clusters Score -74805.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -74806.421875 Penalty: 631.648315
	Iteration 15Q: 3 clusters Score -74806.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -74806.421875 Penalty: 631.648315
	Iteration 16F: 3 clusters Score -74806.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (36869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Entering Unmasked Estep 
Score: -2983524.750000 Penalty: 478.438232
	Iteration 0F: 2 clusters Score -2983525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2963184.500000 Penalty: 956.876465
	Iteration 0F: 3 clusters Score -2963184 nChanged 17756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2973805.250000 Penalty: 956.876465
	Iteration 1F: 3 clusters Score -2973805 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2974364.750000 Penalty: 956.876465
	Iteration 2Q: 3 clusters Score -2974365 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2975226.000000 Penalty: 956.876465
	Iteration 3F: 3 clusters Score -2975226 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2976450.250000 Penalty: 956.876465
	Iteration 4F: 3 clusters Score -2976450 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2978244.250000 Penalty: 956.876465
	Iteration 5F: 3 clusters Score -2978244 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2979995.750000 Penalty: 956.876465
	Iteration 6F: 3 clusters Score -2979996 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2980658.750000 Penalty: 956.876465
	Iteration 7Q: 3 clusters Score -2980659 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -2980730.250000 Penalty: 956.876465
	Iteration 8Q: 3 clusters Score -2980730 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2980746.250000 Penalty: 956.876465
	Iteration 9Q: 3 clusters Score -2980746 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2980737.000000 Penalty: 956.876465
	Iteration 10Q: 3 clusters Score -2980737 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -2980739.000000 Penalty: 956.876465
	Iteration 11Q: 3 clusters Score -2980739 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -2980735.500000 Penalty: 956.876465
	Iteration 12Q: 3 clusters Score -2980736 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2980714.750000 Penalty: 956.876465
	Iteration 13Q: 3 clusters Score -2980715 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2980712.500000 Penalty: 956.876465
	Iteration 14Q: 3 clusters Score -2980712 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2980685.500000 Penalty: 956.876465
	Iteration 15Q: 3 clusters Score -2980686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2980644.000000 Penalty: 956.876465
	Iteration 16Q: 3 clusters Score -2980644 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2980633.000000 Penalty: 956.876465
	Iteration 17Q: 3 clusters Score -2980633 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2980610.000000 Penalty: 956.876465
	Iteration 18Q: 3 clusters Score -2980610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2980584.750000 Penalty: 956.876465
	Iteration 19Q: 3 clusters Score -2980585 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2980565.000000 Penalty: 956.876465
	Iteration 20F: 3 clusters Score -2980565 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -2980534.000000 Penalty: 956.876465
	Iteration 21Q: 3 clusters Score -2980534 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2980523.750000 Penalty: 956.876465
	Iteration 22Q: 3 clusters Score -2980524 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2980460.500000 Penalty: 956.876465
	Iteration 23Q: 3 clusters Score -2980460 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2980442.500000 Penalty: 956.876465
	Iteration 24Q: 3 clusters Score -2980442 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2980464.500000 Penalty: 956.876465
	Iteration 25Q: 3 clusters Score -2980464 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2980509.250000 Penalty: 956.876465
	Iteration 26Q: 3 clusters Score -2980509 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2980542.000000 Penalty: 956.876465
	Iteration 27Q: 3 clusters Score -2980542 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2980621.000000 Penalty: 956.876465
	Iteration 28Q: 3 clusters Score -2980621 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2980662.500000 Penalty: 956.876465
	Iteration 29Q: 3 clusters Score -2980662 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -2980717.000000 Penalty: 956.876465
	Iteration 30Q: 3 clusters Score -2980717 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2980736.750000 Penalty: 956.876465
	Iteration 31Q: 3 clusters Score -2980737 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2980790.250000 Penalty: 956.876465
	Iteration 32Q: 3 clusters Score -2980790 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2980802.500000 Penalty: 956.876465
	Iteration 33Q: 3 clusters Score -2980802 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2980885.750000 Penalty: 956.876465
	Iteration 34Q: 3 clusters Score -2980886 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2980964.750000 Penalty: 956.876465
	Iteration 35Q: 3 clusters Score -2980965 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2981049.250000 Penalty: 956.876465
	Iteration 36Q: 3 clusters Score -2981049 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2981203.750000 Penalty: 956.876465
	Iteration 37Q: 3 clusters Score -2981204 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2981387.500000 Penalty: 956.876465
	Iteration 38Q: 3 clusters Score -2981388 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2981588.750000 Penalty: 956.876465
	Iteration 39Q: 3 clusters Score -2981589 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2981841.750000 Penalty: 956.876465
	Iteration 40F: 3 clusters Score -2981842 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2982232.500000 Penalty: 956.876465
	Iteration 41Q: 3 clusters Score -2982232 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2982694.250000 Penalty: 956.876465
	Iteration 42Q: 3 clusters Score -2982694 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2983338.250000 Penalty: 956.876465
	Iteration 43Q: 3 clusters Score -2983338 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2984083.000000 Penalty: 956.876465
	Iteration 44Q: 3 clusters Score -2984083 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2984780.000000 Penalty: 956.876465
	Iteration 45Q: 3 clusters Score -2984780 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2985400.250000 Penalty: 956.876465
	Iteration 46Q: 3 clusters Score -2985400 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2985897.250000 Penalty: 956.876465
	Iteration 47Q: 3 clusters Score -2985897 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2986192.250000 Penalty: 956.876465
	Iteration 48Q: 3 clusters Score -2986192 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2986395.000000 Penalty: 956.876465
	Iteration 49Q: 3 clusters Score -2986395 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2986547.000000 Penalty: 956.876465
	Iteration 50Q: 3 clusters Score -2986547 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2986592.000000 Penalty: 956.876465
	Iteration 51Q: 3 clusters Score -2986592 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2986605.250000 Penalty: 956.876465
	Iteration 52Q: 3 clusters Score -2986605 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2986613.500000 Penalty: 956.876465
	Iteration 53Q: 3 clusters Score -2986614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2986587.500000 Penalty: 956.876465
	Iteration 54Q: 3 clusters Score -2986588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2986597.250000 Penalty: 956.876465
	Iteration 55Q: 3 clusters Score -2986597 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2986584.750000 Penalty: 956.876465
	Iteration 56Q: 3 clusters Score -2986585 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2986599.000000 Penalty: 956.876465
	Iteration 57Q: 3 clusters Score -2986599 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2986552.750000 Penalty: 956.876465
	Iteration 58Q: 3 clusters Score -2986553 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2986530.500000 Penalty: 956.876465
	Iteration 59Q: 3 clusters Score -2986530 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2986549.000000 Penalty: 956.876465
	Iteration 60F: 3 clusters Score -2986549 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2986542.250000 Penalty: 956.876465
	Iteration 61Q: 3 clusters Score -2986542 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2986553.750000 Penalty: 956.876465
	Iteration 62Q: 3 clusters Score -2986554 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2986579.750000 Penalty: 956.876465
	Iteration 63Q: 3 clusters Score -2986580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2986603.500000 Penalty: 956.876465
	Iteration 64Q: 3 clusters Score -2986604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2986618.750000 Penalty: 956.876465
	Iteration 65Q: 3 clusters Score -2986619 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2986604.000000 Penalty: 956.876465
	Iteration 66Q: 3 clusters Score -2986604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2986562.250000 Penalty: 956.876465
	Iteration 67Q: 3 clusters Score -2986562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -2986587.000000 Penalty: 956.876465
	Iteration 68Q: 3 clusters Score -2986587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2986579.000000 Penalty: 956.876465
	Iteration 69Q: 3 clusters Score -2986579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2986540.000000 Penalty: 956.876465
	Iteration 70Q: 3 clusters Score -2986540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2986552.000000 Penalty: 956.876465
	Iteration 71Q: 3 clusters Score -2986552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -2986548.750000 Penalty: 956.876465
	Iteration 72Q: 3 clusters Score -2986549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2986556.250000 Penalty: 956.876465
	Iteration 73Q: 3 clusters Score -2986556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2986526.250000 Penalty: 956.876465
	Iteration 74Q: 3 clusters Score -2986526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2986515.000000 Penalty: 956.876465
	Iteration 75Q: 3 clusters Score -2986515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2986506.750000 Penalty: 956.876465
	Iteration 76Q: 3 clusters Score -2986507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2986511.500000 Penalty: 956.876465
	Iteration 77Q: 3 clusters Score -2986512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2986517.500000 Penalty: 956.876465
	Iteration 78Q: 3 clusters Score -2986518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2986520.250000 Penalty: 956.876465
	Iteration 79Q: 3 clusters Score -2986520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2986516.750000 Penalty: 956.876465
	Iteration 80F: 3 clusters Score -2986517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2986501.750000 Penalty: 956.876465
	Iteration 81Q: 3 clusters Score -2986502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2986508.000000 Penalty: 956.876465
	Iteration 82Q: 3 clusters Score -2986508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2986517.750000 Penalty: 956.876465
	Iteration 83Q: 3 clusters Score -2986518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2986505.250000 Penalty: 956.876465
	Iteration 84Q: 3 clusters Score -2986505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2986508.000000 Penalty: 956.876465
	Iteration 85Q: 3 clusters Score -2986508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -2986504.250000 Penalty: 956.876465
	Iteration 86Q: 3 clusters Score -2986504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2986494.500000 Penalty: 956.876465
	Iteration 87Q: 3 clusters Score -2986494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2986498.500000 Penalty: 956.876465
	Iteration 88Q: 3 clusters Score -2986498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2986479.500000 Penalty: 956.876465
	Iteration 89Q: 3 clusters Score -2986480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2986485.250000 Penalty: 956.876465
	Iteration 90Q: 3 clusters Score -2986485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -2986487.750000 Penalty: 956.876465
	Iteration 91Q: 3 clusters Score -2986488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -2986484.000000 Penalty: 956.876465
	Iteration 92Q: 3 clusters Score -2986484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2986477.250000 Penalty: 956.876465
	Iteration 93Q: 3 clusters Score -2986477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2986492.250000 Penalty: 956.876465
	Iteration 94Q: 3 clusters Score -2986492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2986497.000000 Penalty: 956.876465
	Iteration 95Q: 3 clusters Score -2986497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2986499.250000 Penalty: 956.876465
	Iteration 96Q: 3 clusters Score -2986499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2986495.500000 Penalty: 956.876465
	Iteration 97Q: 3 clusters Score -2986496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2986495.500000 Penalty: 956.876465
	Iteration 98F: 3 clusters Score -2986496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 25298 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11571 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 48612 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Entering Unmasked Estep 
Score: -42161008.000000 Penalty: 40329.742188
Splitting cluster 58 changes total score from -42158376.000000 to -42161008.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 59 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -517016.593750 Penalty: 398.564911
	Iteration 0F: 2 clusters Score -517016.6 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 3181 members 
Entering Unmasked Estep 
Score: -512718.750000 Penalty: 797.129822
	Iteration 0F: 3 clusters Score -512718.8 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -514266.281250 Penalty: 797.129822
	Iteration 1F: 3 clusters Score -514266.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -514353.375000 Penalty: 797.129822
	Iteration 2Q: 3 clusters Score -514353.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -514449.062500 Penalty: 797.129822
	Iteration 3Q: 3 clusters Score -514449.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -514558.625000 Penalty: 797.129822
	Iteration 4Q: 3 clusters Score -514558.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -514691.468750 Penalty: 797.129822
	Iteration 5Q: 3 clusters Score -514691.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -514878.281250 Penalty: 797.129822
	Iteration 6F: 3 clusters Score -514878.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -515160.531250 Penalty: 797.129822
	Iteration 7F: 3 clusters Score -515160.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -515577.718750 Penalty: 797.129822
	Iteration 8F: 3 clusters Score -515577.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -516088.968750 Penalty: 797.129822
	Iteration 9F: 3 clusters Score -516089 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -516421.156250 Penalty: 797.129822
	Iteration 10Q: 3 clusters Score -516421.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -516571.656250 Penalty: 797.129822
	Iteration 11Q: 3 clusters Score -516571.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -516629.531250 Penalty: 797.129822
	Iteration 12Q: 3 clusters Score -516629.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -516659.781250 Penalty: 797.129822
	Iteration 13Q: 3 clusters Score -516659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -516664.437500 Penalty: 797.129822
	Iteration 14Q: 3 clusters Score -516664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -516669.250000 Penalty: 797.129822
	Iteration 15Q: 3 clusters Score -516669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -516674.031250 Penalty: 797.129822
	Iteration 16Q: 3 clusters Score -516674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -516674.031250 Penalty: 797.129822
	Iteration 17F: 3 clusters Score -516674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (19052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Entering Unmasked Estep 
Score: -1511136.375000 Penalty: 448.399170
	Iteration 0F: 2 clusters Score -1511136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1498592.750000 Penalty: 896.798340
	Iteration 0F: 3 clusters Score -1498593 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1503773.125000 Penalty: 896.798340
	Iteration 1F: 3 clusters Score -1503773 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1504152.000000 Penalty: 896.798340
	Iteration 2Q: 3 clusters Score -1504152 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1504804.375000 Penalty: 896.798340
	Iteration 3F: 3 clusters Score -1504804 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1505860.125000 Penalty: 896.798340
	Iteration 4F: 3 clusters Score -1505860 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1507158.250000 Penalty: 896.798340
	Iteration 5F: 3 clusters Score -1507158 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1508368.750000 Penalty: 896.798340
	Iteration 6F: 3 clusters Score -1508369 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1509198.750000 Penalty: 896.798340
	Iteration 7Q: 3 clusters Score -1509199 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1509661.000000 Penalty: 896.798340
	Iteration 8Q: 3 clusters Score -1509661 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1509867.125000 Penalty: 896.798340
	Iteration 9Q: 3 clusters Score -1509867 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1510007.250000 Penalty: 896.798340
	Iteration 10Q: 3 clusters Score -1510007 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1510123.000000 Penalty: 896.798340
	Iteration 11Q: 3 clusters Score -1510123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1510208.750000 Penalty: 896.798340
	Iteration 12Q: 3 clusters Score -1510209 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1510272.500000 Penalty: 896.798340
	Iteration 13Q: 3 clusters Score -1510272 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1510325.000000 Penalty: 896.798340
	Iteration 14Q: 3 clusters Score -1510325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1510347.500000 Penalty: 896.798340
	Iteration 15Q: 3 clusters Score -1510348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1510368.625000 Penalty: 896.798340
	Iteration 16Q: 3 clusters Score -1510369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1510389.750000 Penalty: 896.798340
	Iteration 17Q: 3 clusters Score -1510390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1510408.500000 Penalty: 896.798340
	Iteration 18Q: 3 clusters Score -1510408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1510419.875000 Penalty: 896.798340
	Iteration 19Q: 3 clusters Score -1510420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1510433.375000 Penalty: 896.798340
	Iteration 20F: 3 clusters Score -1510433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1510445.000000 Penalty: 896.798340
	Iteration 21Q: 3 clusters Score -1510445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1510452.250000 Penalty: 896.798340
	Iteration 22Q: 3 clusters Score -1510452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1510461.125000 Penalty: 896.798340
	Iteration 23Q: 3 clusters Score -1510461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1510471.125000 Penalty: 896.798340
	Iteration 24Q: 3 clusters Score -1510471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1510478.875000 Penalty: 896.798340
	Iteration 25Q: 3 clusters Score -1510479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1510484.000000 Penalty: 896.798340
	Iteration 26Q: 3 clusters Score -1510484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1510485.625000 Penalty: 896.798340
	Iteration 27Q: 3 clusters Score -1510486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1510488.250000 Penalty: 896.798340
	Iteration 28Q: 3 clusters Score -1510488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1510489.375000 Penalty: 896.798340
	Iteration 29Q: 3 clusters Score -1510489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1510493.500000 Penalty: 896.798340
	Iteration 30Q: 3 clusters Score -1510494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1510497.375000 Penalty: 896.798340
	Iteration 31Q: 3 clusters Score -1510497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1510500.125000 Penalty: 896.798340
	Iteration 32Q: 3 clusters Score -1510500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1510499.750000 Penalty: 896.798340
	Iteration 33Q: 3 clusters Score -1510500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1510498.375000 Penalty: 896.798340
	Iteration 34Q: 3 clusters Score -1510498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1510506.000000 Penalty: 896.798340
	Iteration 35Q: 3 clusters Score -1510506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1510509.125000 Penalty: 896.798340
	Iteration 36Q: 3 clusters Score -1510509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1510509.750000 Penalty: 896.798340
	Iteration 37Q: 3 clusters Score -1510510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1510512.750000 Penalty: 896.798340
	Iteration 38Q: 3 clusters Score -1510513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1510515.000000 Penalty: 896.798340
	Iteration 39Q: 3 clusters Score -1510515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1510523.750000 Penalty: 896.798340
	Iteration 40F: 3 clusters Score -1510524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1510520.750000 Penalty: 896.798340
	Iteration 41Q: 3 clusters Score -1510521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1510520.250000 Penalty: 896.798340
	Iteration 42Q: 3 clusters Score -1510520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1510527.000000 Penalty: 896.798340
	Iteration 43Q: 3 clusters Score -1510527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1510527.875000 Penalty: 896.798340
	Iteration 44Q: 3 clusters Score -1510528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1510526.750000 Penalty: 896.798340
	Iteration 45Q: 3 clusters Score -1510527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1510531.750000 Penalty: 896.798340
	Iteration 46Q: 3 clusters Score -1510532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1510533.875000 Penalty: 896.798340
	Iteration 47Q: 3 clusters Score -1510534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1510536.000000 Penalty: 896.798340
	Iteration 48Q: 3 clusters Score -1510536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1510540.125000 Penalty: 896.798340
	Iteration 49Q: 3 clusters Score -1510540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1510543.500000 Penalty: 896.798340
	Iteration 50Q: 3 clusters Score -1510544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1510552.375000 Penalty: 896.798340
	Iteration 51Q: 3 clusters Score -1510552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1510553.375000 Penalty: 896.798340
	Iteration 52Q: 3 clusters Score -1510553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1510556.000000 Penalty: 896.798340
	Iteration 53Q: 3 clusters Score -1510556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1510556.375000 Penalty: 896.798340
	Iteration 54Q: 3 clusters Score -1510556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1510556.750000 Penalty: 896.798340
	Iteration 55Q: 3 clusters Score -1510557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1510556.125000 Penalty: 896.798340
	Iteration 56Q: 3 clusters Score -1510556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1510561.250000 Penalty: 896.798340
	Iteration 57Q: 3 clusters Score -1510561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1510563.750000 Penalty: 896.798340
	Iteration 58Q: 3 clusters Score -1510564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1510563.750000 Penalty: 896.798340
	Iteration 59Q: 3 clusters Score -1510564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1510565.000000 Penalty: 896.798340
	Iteration 60F: 3 clusters Score -1510565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1510571.625000 Penalty: 896.798340
	Iteration 61Q: 3 clusters Score -1510572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1510574.500000 Penalty: 896.798340
	Iteration 62Q: 3 clusters Score -1510574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1510573.625000 Penalty: 896.798340
	Iteration 63Q: 3 clusters Score -1510574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1510577.125000 Penalty: 896.798340
	Iteration 64Q: 3 clusters Score -1510577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1510584.125000 Penalty: 896.798340
	Iteration 65Q: 3 clusters Score -1510584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1510590.375000 Penalty: 896.798340
	Iteration 66Q: 3 clusters Score -1510590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1510597.875000 Penalty: 896.798340
	Iteration 67Q: 3 clusters Score -1510598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1510602.250000 Penalty: 896.798340
	Iteration 68Q: 3 clusters Score -1510602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1510608.500000 Penalty: 896.798340
	Iteration 69Q: 3 clusters Score -1510608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1510609.125000 Penalty: 896.798340
	Iteration 70Q: 3 clusters Score -1510609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1510617.250000 Penalty: 896.798340
	Iteration 71Q: 3 clusters Score -1510617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1510622.250000 Penalty: 896.798340
	Iteration 72Q: 3 clusters Score -1510622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1510627.500000 Penalty: 896.798340
	Iteration 73Q: 3 clusters Score -1510628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1510632.000000 Penalty: 896.798340
	Iteration 74Q: 3 clusters Score -1510632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1510635.250000 Penalty: 896.798340
	Iteration 75Q: 3 clusters Score -1510635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1510640.000000 Penalty: 896.798340
	Iteration 76Q: 3 clusters Score -1510640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1510645.250000 Penalty: 896.798340
	Iteration 77Q: 3 clusters Score -1510645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1510649.375000 Penalty: 896.798340
	Iteration 78Q: 3 clusters Score -1510649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1510653.375000 Penalty: 896.798340
	Iteration 79Q: 3 clusters Score -1510653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1510654.375000 Penalty: 896.798340
	Iteration 80F: 3 clusters Score -1510654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1510658.000000 Penalty: 896.798340
	Iteration 81Q: 3 clusters Score -1510658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1510661.125000 Penalty: 896.798340
	Iteration 82Q: 3 clusters Score -1510661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1510671.375000 Penalty: 896.798340
	Iteration 83Q: 3 clusters Score -1510671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1510676.625000 Penalty: 896.798340
	Iteration 84Q: 3 clusters Score -1510677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1510680.250000 Penalty: 896.798340
	Iteration 85Q: 3 clusters Score -1510680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1510681.125000 Penalty: 896.798340
	Iteration 86Q: 3 clusters Score -1510681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1510683.000000 Penalty: 896.798340
	Iteration 87Q: 3 clusters Score -1510683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1510686.875000 Penalty: 896.798340
	Iteration 88Q: 3 clusters Score -1510687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1510686.000000 Penalty: 896.798340
	Iteration 89Q: 3 clusters Score -1510686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1510686.875000 Penalty: 896.798340
	Iteration 90Q: 3 clusters Score -1510687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1510684.375000 Penalty: 896.798340
	Iteration 91Q: 3 clusters Score -1510684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1510685.250000 Penalty: 896.798340
	Iteration 92Q: 3 clusters Score -1510685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1510685.250000 Penalty: 896.798340
	Iteration 93F: 3 clusters Score -1510685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (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: -9926.119141 Penalty: 244.575165
	Iteration 0F: 2 clusters Score -9926.119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9657.416016 Penalty: 489.150330
	Iteration 0F: 3 clusters Score -9657.416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -9766.969727 Penalty: 489.150330
	Iteration 1F: 3 clusters Score -9766.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9807.700195 Penalty: 489.150330
	Iteration 2F: 3 clusters Score -9807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9823.768555 Penalty: 489.150330
	Iteration 3Q: 3 clusters Score -9823.769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9844.952148 Penalty: 489.150330
	Iteration 4Q: 3 clusters Score -9844.952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9848.965820 Penalty: 489.150330
	Iteration 5Q: 3 clusters Score -9848.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9851.608398 Penalty: 489.150330
	Iteration 6Q: 3 clusters Score -9851.608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9851.608398 Penalty: 489.150330
	Iteration 7F: 3 clusters Score -9851.608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (48612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Entering Unmasked Estep 
Score: -3874513.000000 Penalty: 491.018982
	Iteration 0F: 2 clusters Score -3874513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3848036.250000 Penalty: 982.037964
	Iteration 0F: 3 clusters Score -3848036 nChanged 23519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3863781.250000 Penalty: 982.037964
	Iteration 1F: 3 clusters Score -3863781 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3866708.250000 Penalty: 982.037964
	Iteration 2F: 3 clusters Score -3866708 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3870173.500000 Penalty: 982.037964
	Iteration 3F: 3 clusters Score -3870174 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3872654.500000 Penalty: 982.037964
	Iteration 4F: 3 clusters Score -3872654 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3873824.250000 Penalty: 982.037964
	Iteration 5Q: 3 clusters Score -3873824 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3874525.000000 Penalty: 982.037964
	Iteration 6Q: 3 clusters Score -3874525 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3875266.250000 Penalty: 982.037964
	Iteration 7Q: 3 clusters Score -3875266 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3876114.500000 Penalty: 982.037964
	Iteration 8Q: 3 clusters Score -3876114 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3877031.000000 Penalty: 982.037964
	Iteration 9Q: 3 clusters Score -3877031 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3878010.500000 Penalty: 982.037964
	Iteration 10Q: 3 clusters Score -3878010 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3878951.500000 Penalty: 982.037964
	Iteration 11Q: 3 clusters Score -3878952 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3879690.750000 Penalty: 982.037964
	Iteration 12Q: 3 clusters Score -3879691 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3880255.000000 Penalty: 982.037964
	Iteration 13Q: 3 clusters Score -3880255 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3880527.750000 Penalty: 982.037964
	Iteration 14Q: 3 clusters Score -3880528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3880698.250000 Penalty: 982.037964
	Iteration 15Q: 3 clusters Score -3880698 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3880798.250000 Penalty: 982.037964
	Iteration 16Q: 3 clusters Score -3880798 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3880835.500000 Penalty: 982.037964
	Iteration 17Q: 3 clusters Score -3880836 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3880862.000000 Penalty: 982.037964
	Iteration 18Q: 3 clusters Score -3880862 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3880888.250000 Penalty: 982.037964
	Iteration 19Q: 3 clusters Score -3880888 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3880956.000000 Penalty: 982.037964
	Iteration 20F: 3 clusters Score -3880956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3880975.000000 Penalty: 982.037964
	Iteration 21Q: 3 clusters Score -3880975 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3880983.750000 Penalty: 982.037964
	Iteration 22Q: 3 clusters Score -3880984 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3880964.750000 Penalty: 982.037964
	Iteration 23Q: 3 clusters Score -3880965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3880982.000000 Penalty: 982.037964
	Iteration 24Q: 3 clusters Score -3880982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3880966.000000 Penalty: 982.037964
	Iteration 25Q: 3 clusters Score -3880966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3880967.500000 Penalty: 982.037964
	Iteration 26Q: 3 clusters Score -3880968 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3880960.500000 Penalty: 982.037964
	Iteration 27Q: 3 clusters Score -3880960 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3880953.000000 Penalty: 982.037964
	Iteration 28Q: 3 clusters Score -3880953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3880901.750000 Penalty: 982.037964
	Iteration 29Q: 3 clusters Score -3880902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3880883.000000 Penalty: 982.037964
	Iteration 30Q: 3 clusters Score -3880883 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3880854.000000 Penalty: 982.037964
	Iteration 31Q: 3 clusters Score -3880854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3880833.000000 Penalty: 982.037964
	Iteration 32Q: 3 clusters Score -3880833 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3880801.500000 Penalty: 982.037964
	Iteration 33Q: 3 clusters Score -3880802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3880770.500000 Penalty: 982.037964
	Iteration 34Q: 3 clusters Score -3880770 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3880749.250000 Penalty: 982.037964
	Iteration 35Q: 3 clusters Score -3880749 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3880729.000000 Penalty: 982.037964
	Iteration 36Q: 3 clusters Score -3880729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3880718.750000 Penalty: 982.037964
	Iteration 37Q: 3 clusters Score -3880719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3880701.250000 Penalty: 982.037964
	Iteration 38Q: 3 clusters Score -3880701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3880703.750000 Penalty: 982.037964
	Iteration 39Q: 3 clusters Score -3880704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3880706.750000 Penalty: 982.037964
	Iteration 40F: 3 clusters Score -3880707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3880686.750000 Penalty: 982.037964
	Iteration 41Q: 3 clusters Score -3880687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3880664.500000 Penalty: 982.037964
	Iteration 42Q: 3 clusters Score -3880664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3880658.250000 Penalty: 982.037964
	Iteration 43Q: 3 clusters Score -3880658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3880656.750000 Penalty: 982.037964
	Iteration 44Q: 3 clusters Score -3880657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3880652.250000 Penalty: 982.037964
	Iteration 45Q: 3 clusters Score -3880652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3880637.250000 Penalty: 982.037964
	Iteration 46Q: 3 clusters Score -3880637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3880642.500000 Penalty: 982.037964
	Iteration 47Q: 3 clusters Score -3880642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3880636.500000 Penalty: 982.037964
	Iteration 48Q: 3 clusters Score -3880636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3880629.500000 Penalty: 982.037964
	Iteration 49Q: 3 clusters Score -3880630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -3880637.250000 Penalty: 982.037964
	Iteration 50Q: 3 clusters Score -3880637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3880628.500000 Penalty: 982.037964
	Iteration 51Q: 3 clusters Score -3880628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3880631.000000 Penalty: 982.037964
	Iteration 52Q: 3 clusters Score -3880631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3880632.000000 Penalty: 982.037964
	Iteration 53Q: 3 clusters Score -3880632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3880626.500000 Penalty: 982.037964
	Iteration 54Q: 3 clusters Score -3880626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3880625.500000 Penalty: 982.037964
	Iteration 55Q: 3 clusters Score -3880626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3880627.000000 Penalty: 982.037964
	Iteration 56Q: 3 clusters Score -3880627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3880626.500000 Penalty: 982.037964
	Iteration 57Q: 3 clusters Score -3880626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3880629.250000 Penalty: 982.037964
	Iteration 58Q: 3 clusters Score -3880629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3880628.000000 Penalty: 982.037964
	Iteration 59Q: 3 clusters Score -3880628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3880626.250000 Penalty: 982.037964
	Iteration 60F: 3 clusters Score -3880626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3880622.750000 Penalty: 982.037964
	Iteration 61Q: 3 clusters Score -3880623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3880622.750000 Penalty: 982.037964
	Iteration 62F: 3 clusters Score -3880623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 25298 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11571 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 30843 members 
Mstep: Class 63 contains 169 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Mstep: Class 68 contains 17769 members 
Entering Unmasked Estep 
Score: -42166960.000000 Penalty: 40931.675781
Splitting cluster 62 changes total score from -42158376.000000 to -42166960.000000
So it's getting split into cluster 68.
Entering ConstructFrom: 
Trying to split cluster 63 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -10568.210938 Penalty: 233.410385
	Iteration 0F: 2 clusters Score -10568.21 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 91 members 
Entering Unmasked Estep 
Score: -10327.485352 Penalty: 466.820770
	Iteration 0F: 3 clusters Score -10327.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10440.144531 Penalty: 466.820770
	Iteration 1F: 3 clusters Score -10440.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10477.103516 Penalty: 466.820770
	Iteration 2F: 3 clusters Score -10477.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10507.205078 Penalty: 466.820770
	Iteration 3Q: 3 clusters Score -10507.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10544.034180 Penalty: 466.820770
	Iteration 4Q: 3 clusters Score -10544.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -10581.892578 Penalty: 466.820770
	Iteration 5Q: 3 clusters Score -10581.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10582.934570 Penalty: 466.820770
	Iteration 6Q: 3 clusters Score -10582.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10582.934570 Penalty: 466.820770
	Iteration 7F: 3 clusters Score -10582.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 25298 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11571 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 30843 members 
Mstep: Class 63 contains 57 members 
Mstep: Class 64 contains 39297 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Mstep: Class 68 contains 17769 members 
Mstep: Class 69 contains 112 members 
Entering Unmasked Estep 
Score: -42166592.000000 Penalty: 41533.613281
Splitting cluster 63 changes total score from -42158376.000000 to -42166592.000000
So it's getting split into cluster 69.
Entering ConstructFrom: 
Trying to split cluster 64 (39297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Entering Unmasked Estep 
Score: -3161873.000000 Penalty: 481.340088
	Iteration 0F: 2 clusters Score -3161873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3142327.750000 Penalty: 962.680176
	Iteration 0F: 3 clusters Score -3142328 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3153355.250000 Penalty: 962.680176
	Iteration 1F: 3 clusters Score -3153355 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3153915.000000 Penalty: 962.680176
	Iteration 2Q: 3 clusters Score -3153915 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3154915.500000 Penalty: 962.680176
	Iteration 3F: 3 clusters Score -3154916 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3156477.250000 Penalty: 962.680176
	Iteration 4F: 3 clusters Score -3156477 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3158780.250000 Penalty: 962.680176
	Iteration 5F: 3 clusters Score -3158780 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3160976.500000 Penalty: 962.680176
	Iteration 6F: 3 clusters Score -3160976 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3162042.500000 Penalty: 962.680176
	Iteration 7F: 3 clusters Score -3162042 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -3162485.250000 Penalty: 962.680176
	Iteration 8Q: 3 clusters Score -3162485 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3162764.500000 Penalty: 962.680176
	Iteration 9Q: 3 clusters Score -3162764 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3163153.000000 Penalty: 962.680176
	Iteration 10Q: 3 clusters Score -3163153 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3163683.500000 Penalty: 962.680176
	Iteration 11Q: 3 clusters Score -3163684 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3164364.750000 Penalty: 962.680176
	Iteration 12Q: 3 clusters Score -3164365 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3165063.500000 Penalty: 962.680176
	Iteration 13Q: 3 clusters Score -3165064 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3165785.750000 Penalty: 962.680176
	Iteration 14Q: 3 clusters Score -3165786 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3166401.000000 Penalty: 962.680176
	Iteration 15Q: 3 clusters Score -3166401 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3166828.250000 Penalty: 962.680176
	Iteration 16Q: 3 clusters Score -3166828 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3167043.750000 Penalty: 962.680176
	Iteration 17Q: 3 clusters Score -3167044 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3167130.250000 Penalty: 962.680176
	Iteration 18Q: 3 clusters Score -3167130 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3167194.750000 Penalty: 962.680176
	Iteration 19Q: 3 clusters Score -3167195 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3167293.000000 Penalty: 962.680176
	Iteration 20F: 3 clusters Score -3167293 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3167319.750000 Penalty: 962.680176
	Iteration 21Q: 3 clusters Score -3167320 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3167339.750000 Penalty: 962.680176
	Iteration 22Q: 3 clusters Score -3167340 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3167329.250000 Penalty: 962.680176
	Iteration 23Q: 3 clusters Score -3167329 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3167342.750000 Penalty: 962.680176
	Iteration 24Q: 3 clusters Score -3167343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3167332.500000 Penalty: 962.680176
	Iteration 25Q: 3 clusters Score -3167332 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3167362.250000 Penalty: 962.680176
	Iteration 26Q: 3 clusters Score -3167362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3167365.500000 Penalty: 962.680176
	Iteration 27Q: 3 clusters Score -3167366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3167377.250000 Penalty: 962.680176
	Iteration 28Q: 3 clusters Score -3167377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3167383.250000 Penalty: 962.680176
	Iteration 29Q: 3 clusters Score -3167383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3167380.000000 Penalty: 962.680176
	Iteration 30Q: 3 clusters Score -3167380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3167382.500000 Penalty: 962.680176
	Iteration 31Q: 3 clusters Score -3167382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3167387.250000 Penalty: 962.680176
	Iteration 32Q: 3 clusters Score -3167387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -3167395.500000 Penalty: 962.680176
	Iteration 33Q: 3 clusters Score -3167396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3167395.000000 Penalty: 962.680176
	Iteration 34Q: 3 clusters Score -3167395 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3167388.250000 Penalty: 962.680176
	Iteration 35Q: 3 clusters Score -3167388 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -3167392.500000 Penalty: 962.680176
	Iteration 36Q: 3 clusters Score -3167392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3167403.250000 Penalty: 962.680176
	Iteration 37Q: 3 clusters Score -3167403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3167399.000000 Penalty: 962.680176
	Iteration 38Q: 3 clusters Score -3167399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3167412.500000 Penalty: 962.680176
	Iteration 39Q: 3 clusters Score -3167412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3167421.000000 Penalty: 962.680176
	Iteration 40F: 3 clusters Score -3167421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3167428.750000 Penalty: 962.680176
	Iteration 41Q: 3 clusters Score -3167429 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3167430.250000 Penalty: 962.680176
	Iteration 42Q: 3 clusters Score -3167430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3167448.000000 Penalty: 962.680176
	Iteration 43Q: 3 clusters Score -3167448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3167454.500000 Penalty: 962.680176
	Iteration 44Q: 3 clusters Score -3167454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3167456.500000 Penalty: 962.680176
	Iteration 45Q: 3 clusters Score -3167456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3167456.500000 Penalty: 962.680176
	Iteration 46Q: 3 clusters Score -3167456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3167458.000000 Penalty: 962.680176
	Iteration 47Q: 3 clusters Score -3167458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3167461.500000 Penalty: 962.680176
	Iteration 48Q: 3 clusters Score -3167462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3167461.000000 Penalty: 962.680176
	Iteration 49Q: 3 clusters Score -3167461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3167457.500000 Penalty: 962.680176
	Iteration 50Q: 3 clusters Score -3167458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3167463.750000 Penalty: 962.680176
	Iteration 51Q: 3 clusters Score -3167464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3167460.250000 Penalty: 962.680176
	Iteration 52Q: 3 clusters Score -3167460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3167460.250000 Penalty: 962.680176
	Iteration 53F: 3 clusters Score -3167460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 25298 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11571 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 30843 members 
Mstep: Class 63 contains 57 members 
Mstep: Class 64 contains 15569 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Mstep: Class 68 contains 17769 members 
Mstep: Class 69 contains 112 members 
Mstep: Class 70 contains 23728 members 
Entering Unmasked Estep 
Score: -42171848.000000 Penalty: 42135.550781
Splitting cluster 64 changes total score from -42158376.000000 to -42171848.000000
So it's getting split into cluster 70.
Entering ConstructFrom: 
Trying to split cluster 65 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5655.007324 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5655.007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5381.826660 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5381.827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5465.361328 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5465.361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5484.360840 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5484.361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5499.936035 Penalty: 474.559143
	Iteration 3F: 3 clusters Score -5499.936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5505.026367 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5505.026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5509.687500 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5509.688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5509.687500 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -5509.688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -73308.445312 Penalty: 313.707489
	Iteration 0F: 2 clusters Score -73308.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72530.507812 Penalty: 627.414978
	Iteration 0F: 3 clusters Score -72530.51 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72819.375000 Penalty: 627.414978
	Iteration 1F: 3 clusters Score -72819.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72887.867188 Penalty: 627.414978
	Iteration 2F: 3 clusters Score -72887.87 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72922.039062 Penalty: 627.414978
	Iteration 3F: 3 clusters Score -72922.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72938.351562 Penalty: 627.414978
	Iteration 4Q: 3 clusters Score -72938.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -72950.101562 Penalty: 627.414978
	Iteration 5Q: 3 clusters Score -72950.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72958.445312 Penalty: 627.414978
	Iteration 6Q: 3 clusters Score -72958.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72966.156250 Penalty: 627.414978
	Iteration 7Q: 3 clusters Score -72966.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72970.460938 Penalty: 627.414978
	Iteration 8Q: 3 clusters Score -72970.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72972.890625 Penalty: 627.414978
	Iteration 9Q: 3 clusters Score -72972.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72976.539062 Penalty: 627.414978
	Iteration 10Q: 3 clusters Score -72976.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72980.804688 Penalty: 627.414978
	Iteration 11Q: 3 clusters Score -72980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -72983.265625 Penalty: 627.414978
	Iteration 12Q: 3 clusters Score -72983.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72986.554688 Penalty: 627.414978
	Iteration 13Q: 3 clusters Score -72986.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72991.804688 Penalty: 627.414978
	Iteration 14Q: 3 clusters Score -72991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72996.781250 Penalty: 627.414978
	Iteration 15Q: 3 clusters Score -72996.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72999.273438 Penalty: 627.414978
	Iteration 16Q: 3 clusters Score -72999.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -73004.234375 Penalty: 627.414978
	Iteration 17Q: 3 clusters Score -73004.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -73006.203125 Penalty: 627.414978
	Iteration 18Q: 3 clusters Score -73006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73007.101562 Penalty: 627.414978
	Iteration 19Q: 3 clusters Score -73007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -73008.335938 Penalty: 627.414978
	Iteration 20F: 3 clusters Score -73008.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73010.046875 Penalty: 627.414978
	Iteration 21Q: 3 clusters Score -73010.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73010.656250 Penalty: 627.414978
	Iteration 22Q: 3 clusters Score -73010.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73010.867188 Penalty: 627.414978
	Iteration 23Q: 3 clusters Score -73010.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73012.187500 Penalty: 627.414978
	Iteration 24Q: 3 clusters Score -73012.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73012.601562 Penalty: 627.414978
	Iteration 25Q: 3 clusters Score -73012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73013.921875 Penalty: 627.414978
	Iteration 26Q: 3 clusters Score -73013.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -73014.406250 Penalty: 627.414978
	Iteration 27Q: 3 clusters Score -73014.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73014.929688 Penalty: 627.414978
	Iteration 28Q: 3 clusters Score -73014.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73016.000000 Penalty: 627.414978
	Iteration 29Q: 3 clusters Score -73016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -73017.515625 Penalty: 627.414978
	Iteration 30Q: 3 clusters Score -73017.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73018.867188 Penalty: 627.414978
	Iteration 31Q: 3 clusters Score -73018.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -73020.828125 Penalty: 627.414978
	Iteration 32Q: 3 clusters Score -73020.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73023.367188 Penalty: 627.414978
	Iteration 33Q: 3 clusters Score -73023.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -73028.109375 Penalty: 627.414978
	Iteration 34Q: 3 clusters Score -73028.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -73032.828125 Penalty: 627.414978
	Iteration 35Q: 3 clusters Score -73032.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -73039.390625 Penalty: 627.414978
	Iteration 36Q: 3 clusters Score -73039.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -73042.054688 Penalty: 627.414978
	Iteration 37Q: 3 clusters Score -73042.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -73043.968750 Penalty: 627.414978
	Iteration 38Q: 3 clusters Score -73043.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -73045.343750 Penalty: 627.414978
	Iteration 39Q: 3 clusters Score -73045.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -73046.234375 Penalty: 627.414978
	Iteration 40F: 3 clusters Score -73046.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -73047.664062 Penalty: 627.414978
	Iteration 41Q: 3 clusters Score -73047.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -73048.429688 Penalty: 627.414978
	Iteration 42Q: 3 clusters Score -73048.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -73048.429688 Penalty: 627.414978
	Iteration 43F: 3 clusters Score -73048.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -29212.511719 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -29212.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28775.005859 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -28775.01 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28965.248047 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -28965.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29019.705078 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -29019.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29054.876953 Penalty: 560.285095
	Iteration 3F: 3 clusters Score -29054.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29082.951172 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -29082.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29091.964844 Penalty: 560.285095
	Iteration 5Q: 3 clusters Score -29091.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29101.138672 Penalty: 560.285095
	Iteration 6Q: 3 clusters Score -29101.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29107.628906 Penalty: 560.285095
	Iteration 7Q: 3 clusters Score -29107.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29118.021484 Penalty: 560.285095
	Iteration 8Q: 3 clusters Score -29118.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29125.822266 Penalty: 560.285095
	Iteration 9Q: 3 clusters Score -29125.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29131.996094 Penalty: 560.285095
	Iteration 10Q: 3 clusters Score -29132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -29137.150391 Penalty: 560.285095
	Iteration 11Q: 3 clusters Score -29137.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29142.783203 Penalty: 560.285095
	Iteration 12Q: 3 clusters Score -29142.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29155.847656 Penalty: 560.285095
	Iteration 13Q: 3 clusters Score -29155.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29162.304688 Penalty: 560.285095
	Iteration 14Q: 3 clusters Score -29162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29171.003906 Penalty: 560.285095
	Iteration 15Q: 3 clusters Score -29171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29173.759766 Penalty: 560.285095
	Iteration 16Q: 3 clusters Score -29173.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29175.130859 Penalty: 560.285095
	Iteration 17Q: 3 clusters Score -29175.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -29175.585938 Penalty: 560.285095
	Iteration 18Q: 3 clusters Score -29175.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29176.400391 Penalty: 560.285095
	Iteration 19Q: 3 clusters Score -29176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29177.169922 Penalty: 560.285095
	Iteration 20F: 3 clusters Score -29177.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13513 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 27653 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5824 members 
Mstep: Class 17 contains 25933 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 127 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40966 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 394 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45303 members 
Mstep: Class 35 contains 39034 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 26492 members 
Mstep: Class 39 contains 10910 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 522 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2525 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 6955 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14757 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 22844 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 259 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11571 members 
Mstep: Class 59 contains 6372 members 
Mstep: Class 60 contains 19052 members 
Mstep: Class 61 contains 216 members 
Mstep: Class 62 contains 30843 members 
Mstep: Class 63 contains 57 members 
Mstep: Class 64 contains 15569 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 63. Lose 481.086121 but Gain 601.937500
Score: -42173412.000000 Penalty: 41533.613281
Iteration 159Q: 70 clusters Score -4.217341e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 13502 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 18244 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 28593 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 5950 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5833 members 
Mstep: Class 17 contains 25971 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 20838 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 132 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40941 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 840 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 24952 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1275 members 
Mstep: Class 34 contains 45314 members 
Mstep: Class 35 contains 39038 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 905 members 
Mstep: Class 38 contains 25854 members 
Mstep: Class 39 contains 10992 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 504 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2561 members 
Mstep: Class 44 contains 1640 members 
Mstep: Class 45 contains 6650 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3304 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14932 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 22634 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 267 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11720 members 
Mstep: Class 59 contains 6441 members 
Mstep: Class 60 contains 18992 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 31030 members 
Mstep: Class 64 contains 15990 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 982 members 
Mstep: Class 67 contains 488 members 
Mstep: Class 68 contains 17664 members 
Mstep: Class 69 contains 109 members 
Mstep: Class 70 contains 23568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174608.000000 Penalty: 41533.613281
Iteration 160F: 70 clusters Score -4.217461e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 262 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 29515 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 26044 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 20843 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9517 members 
Mstep: Class 22 contains 126 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 40346 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 25968 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1296 members 
Mstep: Class 34 contains 45353 members 
Mstep: Class 35 contains 39014 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 24251 members 
Mstep: Class 39 contains 11038 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 497 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2595 members 
Mstep: Class 44 contains 1644 members 
Mstep: Class 45 contains 6477 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14537 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 22370 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 234 members 
Mstep: Class 55 contains 268 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 11370 members 
Mstep: Class 59 contains 6521 members 
Mstep: Class 60 contains 18928 members 
Mstep: Class 61 contains 219 members 
Mstep: Class 62 contains 31083 members 
Mstep: Class 64 contains 16275 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 495 members 
Mstep: Class 68 contains 18818 members 
Mstep: Class 69 contains 133 members 
Mstep: Class 70 contains 23648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175460.000000 Penalty: 41533.613281
Iteration 161Q: 70 clusters Score -4.217546e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 30297 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 5960 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 26116 members 
Mstep: Class 18 contains 25503 members 
Mstep: Class 19 contains 20848 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 39757 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6140 members 
Mstep: Class 30 contains 25840 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1309 members 
Mstep: Class 34 contains 45371 members 
Mstep: Class 35 contains 38998 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 903 members 
Mstep: Class 38 contains 23561 members 
Mstep: Class 39 contains 11078 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 490 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2623 members 
Mstep: Class 44 contains 1644 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 535 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14157 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 22159 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 265 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1035 members 
Mstep: Class 58 contains 11393 members 
Mstep: Class 59 contains 6602 members 
Mstep: Class 60 contains 18870 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31126 members 
Mstep: Class 64 contains 16482 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 982 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 19904 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 23739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175660.000000 Penalty: 41533.613281
Iteration 162Q: 70 clusters Score -4.217566e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 13428 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17968 members 
Mstep: Class 7 contains 3197 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 31052 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 18 contains 25432 members 
Mstep: Class 19 contains 20883 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9486 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 39288 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6175 members 
Mstep: Class 30 contains 25775 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1322 members 
Mstep: Class 34 contains 45352 members 
Mstep: Class 35 contains 38947 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 901 members 
Mstep: Class 38 contains 22876 members 
Mstep: Class 39 contains 11108 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2648 members 
Mstep: Class 44 contains 1646 members 
Mstep: Class 45 contains 6274 members 
Mstep: Class 46 contains 535 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3254 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13848 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 21943 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 264 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1035 members 
Mstep: Class 58 contains 11430 members 
Mstep: Class 59 contains 6699 members 
Mstep: Class 60 contains 18812 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 31068 members 
Mstep: Class 64 contains 16648 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 504 members 
Mstep: Class 68 contains 20869 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 23773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175860.000000 Penalty: 41533.613281
Iteration 163Q: 70 clusters Score -4.217586e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 13406 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17872 members 
Mstep: Class 7 contains 3202 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 31800 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 26309 members 
Mstep: Class 18 contains 25345 members 
Mstep: Class 19 contains 20893 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9468 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 38760 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6203 members 
Mstep: Class 30 contains 25711 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1336 members 
Mstep: Class 34 contains 45361 members 
Mstep: Class 35 contains 38932 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 900 members 
Mstep: Class 38 contains 22214 members 
Mstep: Class 39 contains 11135 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2667 members 
Mstep: Class 44 contains 1644 members 
Mstep: Class 45 contains 6227 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3256 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13630 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 21744 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1038 members 
Mstep: Class 58 contains 11468 members 
Mstep: Class 59 contains 6808 members 
Mstep: Class 60 contains 18750 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 31005 members 
Mstep: Class 64 contains 16797 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 981 members 
Mstep: Class 67 contains 505 members 
Mstep: Class 68 contains 21774 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176252.000000 Penalty: 41533.613281
Iteration 164Q: 70 clusters Score -4.217625e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 13385 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17796 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 32568 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 400 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 20891 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 38139 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 839 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6227 members 
Mstep: Class 30 contains 25598 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1347 members 
Mstep: Class 34 contains 45361 members 
Mstep: Class 35 contains 38926 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 900 members 
Mstep: Class 38 contains 21610 members 
Mstep: Class 39 contains 11157 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2680 members 
Mstep: Class 44 contains 1645 members 
Mstep: Class 45 contains 6196 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3256 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13429 members 
Mstep: Class 51 contains 920 members 
Mstep: Class 52 contains 21569 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1040 members 
Mstep: Class 58 contains 11499 members 
Mstep: Class 59 contains 6915 members 
Mstep: Class 60 contains 18689 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31040 members 
Mstep: Class 64 contains 16907 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 22618 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 23860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176672.000000 Penalty: 41533.613281
Iteration 165Q: 70 clusters Score -4.217667e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3102 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 13370 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17722 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 33325 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 404 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 26509 members 
Mstep: Class 18 contains 25170 members 
Mstep: Class 19 contains 20905 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9448 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 37384 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 838 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6263 members 
Mstep: Class 30 contains 25500 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1358 members 
Mstep: Class 34 contains 45384 members 
Mstep: Class 35 contains 38884 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 899 members 
Mstep: Class 38 contains 21027 members 
Mstep: Class 39 contains 11162 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 455 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2689 members 
Mstep: Class 44 contains 1645 members 
Mstep: Class 45 contains 6174 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13264 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 21368 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1039 members 
Mstep: Class 58 contains 11509 members 
Mstep: Class 59 contains 7021 members 
Mstep: Class 60 contains 18623 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31221 members 
Mstep: Class 64 contains 17009 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 23415 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177260.000000 Penalty: 41533.613281
Iteration 166Q: 70 clusters Score -4.217726e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 1012 members 
Mstep: Class 4 contains 13338 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 34001 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 26586 members 
Mstep: Class 18 contains 25061 members 
Mstep: Class 19 contains 20903 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9438 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 36448 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 400 members 
Mstep: Class 29 contains 6301 members 
Mstep: Class 30 contains 25481 members 
Mstep: Class 31 contains 308 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1368 members 
Mstep: Class 34 contains 45430 members 
Mstep: Class 35 contains 38880 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 900 members 
Mstep: Class 38 contains 20477 members 
Mstep: Class 39 contains 11173 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 452 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2705 members 
Mstep: Class 44 contains 1643 members 
Mstep: Class 45 contains 6154 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3267 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13092 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 21180 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1039 members 
Mstep: Class 58 contains 11524 members 
Mstep: Class 59 contains 7109 members 
Mstep: Class 60 contains 18560 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31503 members 
Mstep: Class 64 contains 17079 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 24290 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 23875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177700.000000 Penalty: 41533.613281
Iteration 167Q: 70 clusters Score -4.21777e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 13321 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17608 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 34611 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 316 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 26689 members 
Mstep: Class 18 contains 24971 members 
Mstep: Class 19 contains 20889 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9428 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 35315 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 837 members 
Mstep: Class 28 contains 399 members 
Mstep: Class 29 contains 6345 members 
Mstep: Class 30 contains 25548 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1387 members 
Mstep: Class 34 contains 45431 members 
Mstep: Class 35 contains 38873 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 19861 members 
Mstep: Class 39 contains 11183 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 450 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2709 members 
Mstep: Class 44 contains 1641 members 
Mstep: Class 45 contains 6121 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12810 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 21007 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1039 members 
Mstep: Class 58 contains 11548 members 
Mstep: Class 59 contains 7205 members 
Mstep: Class 60 contains 18486 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 31936 members 
Mstep: Class 64 contains 17112 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 985 members 
Mstep: Class 67 contains 506 members 
Mstep: Class 68 contains 25333 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 23931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177928.000000 Penalty: 41533.613281
Iteration 168Q: 70 clusters Score -4.217793e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3106 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 13294 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17592 members 
Mstep: Class 7 contains 3205 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 35186 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 26811 members 
Mstep: Class 18 contains 24901 members 
Mstep: Class 19 contains 20899 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9411 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 34113 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6380 members 
Mstep: Class 30 contains 25685 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1408 members 
Mstep: Class 34 contains 45380 members 
Mstep: Class 35 contains 38853 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 19222 members 
Mstep: Class 39 contains 11192 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 432 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2709 members 
Mstep: Class 44 contains 1643 members 
Mstep: Class 45 contains 6076 members 
Mstep: Class 46 contains 536 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3255 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12434 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 20862 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1042 members 
Mstep: Class 58 contains 11585 members 
Mstep: Class 59 contains 7308 members 
Mstep: Class 60 contains 18409 members 
Mstep: Class 61 contains 222 members 
Mstep: Class 62 contains 32454 members 
Mstep: Class 64 contains 17146 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 986 members 
Mstep: Class 67 contains 506 members 
Mstep: Class 68 contains 26446 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 23959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178092.000000 Penalty: 41533.613281
Iteration 169Q: 70 clusters Score -4.217809e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 13272 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17508 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 35647 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 26959 members 
Mstep: Class 18 contains 24803 members 
Mstep: Class 19 contains 20919 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9392 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 32860 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6405 members 
Mstep: Class 30 contains 25922 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1431 members 
Mstep: Class 34 contains 45350 members 
Mstep: Class 35 contains 38816 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 894 members 
Mstep: Class 38 contains 18556 members 
Mstep: Class 39 contains 11202 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 420 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2708 members 
Mstep: Class 44 contains 1642 members 
Mstep: Class 45 contains 6036 members 
Mstep: Class 46 contains 535 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3257 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11853 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 20773 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1044 members 
Mstep: Class 58 contains 11630 members 
Mstep: Class 59 contains 7416 members 
Mstep: Class 60 contains 18339 members 
Mstep: Class 61 contains 223 members 
Mstep: Class 62 contains 33041 members 
Mstep: Class 64 contains 17157 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 986 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 27794 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 24004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 41. Lose 586.064148 but Gain 601.937500
Score: -42177728.000000 Penalty: 40931.675781
Iteration 170Q: 69 clusters Score -4.217773e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 13254 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17681 members 
Mstep: Class 7 contains 3200 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 35923 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 5968 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 27095 members 
Mstep: Class 18 contains 24716 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9378 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 31474 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6427 members 
Mstep: Class 30 contains 26252 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 45310 members 
Mstep: Class 35 contains 38795 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 893 members 
Mstep: Class 38 contains 18025 members 
Mstep: Class 39 contains 11200 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2674 members 
Mstep: Class 44 contains 1638 members 
Mstep: Class 45 contains 6016 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11453 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 20686 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 11705 members 
Mstep: Class 59 contains 7494 members 
Mstep: Class 60 contains 18279 members 
Mstep: Class 61 contains 222 members 
Mstep: Class 62 contains 33686 members 
Mstep: Class 64 contains 17168 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 29183 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 24019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178080.000000 Penalty: 40931.675781
Iteration 171Q: 69 clusters Score -4.217808e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 13240 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17560 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36067 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 405 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 27246 members 
Mstep: Class 18 contains 24610 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9360 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 30180 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 6445 members 
Mstep: Class 30 contains 26622 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1463 members 
Mstep: Class 34 contains 45295 members 
Mstep: Class 35 contains 38738 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 892 members 
Mstep: Class 38 contains 17627 members 
Mstep: Class 39 contains 11198 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2647 members 
Mstep: Class 44 contains 1635 members 
Mstep: Class 45 contains 5997 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10963 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 20590 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1046 members 
Mstep: Class 58 contains 11801 members 
Mstep: Class 59 contains 7568 members 
Mstep: Class 60 contains 18214 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 34357 members 
Mstep: Class 64 contains 17152 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 30436 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177628.000000 Penalty: 40931.675781
Iteration 172Q: 69 clusters Score -4.217763e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 13215 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17445 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36106 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 406 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 27426 members 
Mstep: Class 18 contains 24471 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9339 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 29135 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 397 members 
Mstep: Class 29 contains 6464 members 
Mstep: Class 30 contains 27021 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1477 members 
Mstep: Class 34 contains 45311 members 
Mstep: Class 35 contains 38677 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 17326 members 
Mstep: Class 39 contains 11195 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2625 members 
Mstep: Class 44 contains 1636 members 
Mstep: Class 45 contains 5985 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3263 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10559 members 
Mstep: Class 51 contains 927 members 
Mstep: Class 52 contains 20508 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 11881 members 
Mstep: Class 59 contains 7646 members 
Mstep: Class 60 contains 18149 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 35049 members 
Mstep: Class 64 contains 17158 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 985 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 31308 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177312.000000 Penalty: 40931.675781
Iteration 173Q: 69 clusters Score -4.217731e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36129 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 407 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 27617 members 
Mstep: Class 18 contains 24318 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9322 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 28397 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6480 members 
Mstep: Class 30 contains 27390 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1494 members 
Mstep: Class 34 contains 45324 members 
Mstep: Class 35 contains 38615 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 17026 members 
Mstep: Class 39 contains 11185 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2598 members 
Mstep: Class 44 contains 1637 members 
Mstep: Class 45 contains 5967 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10207 members 
Mstep: Class 51 contains 928 members 
Mstep: Class 52 contains 20448 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1050 members 
Mstep: Class 58 contains 11967 members 
Mstep: Class 59 contains 7742 members 
Mstep: Class 60 contains 18084 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 35734 members 
Mstep: Class 64 contains 17153 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 31839 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176536.000000 Penalty: 40931.675781
Iteration 174Q: 69 clusters Score -4.217654e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17179 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36161 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 408 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 27836 members 
Mstep: Class 18 contains 24186 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9301 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27926 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6498 members 
Mstep: Class 30 contains 27838 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1505 members 
Mstep: Class 34 contains 45276 members 
Mstep: Class 35 contains 38550 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 16649 members 
Mstep: Class 39 contains 11173 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2578 members 
Mstep: Class 44 contains 1635 members 
Mstep: Class 45 contains 5947 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3259 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9903 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 20390 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1053 members 
Mstep: Class 58 contains 12061 members 
Mstep: Class 59 contains 7833 members 
Mstep: Class 60 contains 18034 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 36380 members 
Mstep: Class 64 contains 17148 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 32125 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176396.000000 Penalty: 40931.675781
Iteration 175Q: 69 clusters Score -4.21764e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 17061 members 
Mstep: Class 7 contains 3223 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36179 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 28023 members 
Mstep: Class 18 contains 24042 members 
Mstep: Class 19 contains 21028 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9279 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27560 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6517 members 
Mstep: Class 30 contains 28286 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1520 members 
Mstep: Class 34 contains 45245 members 
Mstep: Class 35 contains 38523 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 16324 members 
Mstep: Class 39 contains 11165 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2575 members 
Mstep: Class 44 contains 1635 members 
Mstep: Class 45 contains 5942 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3253 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9574 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 20323 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 12148 members 
Mstep: Class 59 contains 7920 members 
Mstep: Class 60 contains 17974 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 37002 members 
Mstep: Class 64 contains 17147 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 32304 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176204.000000 Penalty: 40931.675781
Iteration 176Q: 69 clusters Score -4.21762e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16938 members 
Mstep: Class 7 contains 3230 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36171 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 28271 members 
Mstep: Class 18 contains 23879 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9255 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27355 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 28675 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1532 members 
Mstep: Class 34 contains 45230 members 
Mstep: Class 35 contains 38453 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 889 members 
Mstep: Class 38 contains 16050 members 
Mstep: Class 39 contains 11165 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2577 members 
Mstep: Class 44 contains 1634 members 
Mstep: Class 45 contains 5943 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3255 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9283 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 20262 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1060 members 
Mstep: Class 58 contains 12206 members 
Mstep: Class 59 contains 7993 members 
Mstep: Class 60 contains 17920 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 37634 members 
Mstep: Class 64 contains 17153 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 983 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 32282 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176292.000000 Penalty: 40931.675781
Iteration 177Q: 69 clusters Score -4.217629e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16810 members 
Mstep: Class 7 contains 3235 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36172 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 5965 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 28525 members 
Mstep: Class 18 contains 23724 members 
Mstep: Class 19 contains 21032 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9221 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27260 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6564 members 
Mstep: Class 30 contains 29058 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1551 members 
Mstep: Class 34 contains 45205 members 
Mstep: Class 35 contains 38377 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 15771 members 
Mstep: Class 39 contains 11190 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2566 members 
Mstep: Class 44 contains 1635 members 
Mstep: Class 45 contains 5945 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3254 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8984 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 20188 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1064 members 
Mstep: Class 58 contains 12259 members 
Mstep: Class 59 contains 8071 members 
Mstep: Class 60 contains 17864 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 38365 members 
Mstep: Class 64 contains 17203 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 32046 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175916.000000 Penalty: 40931.675781
Iteration 178Q: 69 clusters Score -4.217592e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13095 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16720 members 
Mstep: Class 7 contains 3234 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36182 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 28800 members 
Mstep: Class 18 contains 23558 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9197 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27203 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6590 members 
Mstep: Class 30 contains 29413 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1570 members 
Mstep: Class 34 contains 45177 members 
Mstep: Class 35 contains 38298 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 15555 members 
Mstep: Class 39 contains 11193 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2571 members 
Mstep: Class 44 contains 1629 members 
Mstep: Class 45 contains 5937 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3255 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8726 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 20125 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1065 members 
Mstep: Class 58 contains 12271 members 
Mstep: Class 59 contains 8144 members 
Mstep: Class 60 contains 17813 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 39134 members 
Mstep: Class 64 contains 17245 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 31674 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175184.000000 Penalty: 40931.675781
Iteration 179Q: 69 clusters Score -4.217518e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13060 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16598 members 
Mstep: Class 7 contains 3232 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36208 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 29042 members 
Mstep: Class 18 contains 23368 members 
Mstep: Class 19 contains 21045 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 27235 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6601 members 
Mstep: Class 30 contains 29758 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1581 members 
Mstep: Class 34 contains 45188 members 
Mstep: Class 35 contains 38239 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 891 members 
Mstep: Class 38 contains 15333 members 
Mstep: Class 39 contains 11201 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2579 members 
Mstep: Class 44 contains 1623 members 
Mstep: Class 45 contains 5930 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3255 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8481 members 
Mstep: Class 51 contains 929 members 
Mstep: Class 52 contains 20070 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 263 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1067 members 
Mstep: Class 58 contains 12333 members 
Mstep: Class 59 contains 8212 members 
Mstep: Class 60 contains 17755 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 39925 members 
Mstep: Class 64 contains 17265 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 508 members 
Mstep: Class 68 contains 31222 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176244.000000 Penalty: 40931.675781
Iteration 180F: 69 clusters Score -4.217624e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 13009 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36228 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 29291 members 
Mstep: Class 18 contains 23173 members 
Mstep: Class 19 contains 21066 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9138 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24701 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 396 members 
Mstep: Class 29 contains 6610 members 
Mstep: Class 30 contains 30084 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1590 members 
Mstep: Class 34 contains 45207 members 
Mstep: Class 35 contains 38191 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 891 members 
Mstep: Class 38 contains 15164 members 
Mstep: Class 39 contains 11190 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2580 members 
Mstep: Class 44 contains 1623 members 
Mstep: Class 45 contains 5919 members 
Mstep: Class 46 contains 534 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3257 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8211 members 
Mstep: Class 51 contains 929 members 
Mstep: Class 52 contains 20024 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 262 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1069 members 
Mstep: Class 58 contains 12338 members 
Mstep: Class 59 contains 8268 members 
Mstep: Class 60 contains 17710 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 40684 members 
Mstep: Class 64 contains 17288 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 984 members 
Mstep: Class 67 contains 509 members 
Mstep: Class 68 contains 33435 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176664.000000 Penalty: 40931.675781
Iteration 181Q: 69 clusters Score -4.217666e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12981 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16280 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36238 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5751 members 
Mstep: Class 17 contains 29537 members 
Mstep: Class 18 contains 22974 members 
Mstep: Class 19 contains 21084 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 125 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22461 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 395 members 
Mstep: Class 29 contains 6623 members 
Mstep: Class 30 contains 30404 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1599 members 
Mstep: Class 34 contains 45202 members 
Mstep: Class 35 contains 38181 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 890 members 
Mstep: Class 38 contains 15027 members 
Mstep: Class 39 contains 11178 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2601 members 
Mstep: Class 44 contains 1623 members 
Mstep: Class 45 contains 5946 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3259 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7963 members 
Mstep: Class 51 contains 929 members 
Mstep: Class 52 contains 19992 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 261 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1072 members 
Mstep: Class 58 contains 12353 members 
Mstep: Class 59 contains 8334 members 
Mstep: Class 60 contains 17663 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 41489 members 
Mstep: Class 64 contains 17258 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 985 members 
Mstep: Class 67 contains 513 members 
Mstep: Class 68 contains 35259 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177228.000000 Penalty: 40931.675781
Iteration 182Q: 69 clusters Score -4.217723e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 16124 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36256 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 29840 members 
Mstep: Class 18 contains 22768 members 
Mstep: Class 19 contains 21118 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 124 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20835 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 392 members 
Mstep: Class 29 contains 6637 members 
Mstep: Class 30 contains 30693 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1621 members 
Mstep: Class 34 contains 45151 members 
Mstep: Class 35 contains 38134 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14896 members 
Mstep: Class 39 contains 11165 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2617 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 6005 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3264 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7715 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19960 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 260 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1075 members 
Mstep: Class 58 contains 12387 members 
Mstep: Class 59 contains 8405 members 
Mstep: Class 60 contains 17607 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 42163 members 
Mstep: Class 64 contains 17259 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 986 members 
Mstep: Class 67 contains 520 members 
Mstep: Class 68 contains 36571 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176800.000000 Penalty: 40931.675781
Iteration 183Q: 69 clusters Score -4.21768e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12944 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15968 members 
Mstep: Class 7 contains 3207 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36262 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 5959 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5738 members 
Mstep: Class 17 contains 30118 members 
Mstep: Class 18 contains 22574 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 9014 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19515 members 
Mstep: Class 26 contains 883 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 6647 members 
Mstep: Class 30 contains 30967 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1641 members 
Mstep: Class 34 contains 45104 members 
Mstep: Class 35 contains 38101 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 14783 members 
Mstep: Class 39 contains 11157 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2618 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 6092 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3268 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7484 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 19934 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 258 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1078 members 
Mstep: Class 58 contains 12423 members 
Mstep: Class 59 contains 8491 members 
Mstep: Class 60 contains 17550 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 42783 members 
Mstep: Class 64 contains 17245 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 526 members 
Mstep: Class 68 contains 37575 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 23049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176272.000000 Penalty: 40931.675781
Iteration 184Q: 69 clusters Score -4.217627e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3008 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12932 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15823 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36263 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5735 members 
Mstep: Class 17 contains 30404 members 
Mstep: Class 18 contains 22371 members 
Mstep: Class 19 contains 21192 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8972 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18450 members 
Mstep: Class 26 contains 882 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 31253 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1662 members 
Mstep: Class 34 contains 45079 members 
Mstep: Class 35 contains 38026 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 14681 members 
Mstep: Class 39 contains 11159 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2624 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 6180 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3271 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7250 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19910 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1081 members 
Mstep: Class 58 contains 12450 members 
Mstep: Class 59 contains 8556 members 
Mstep: Class 60 contains 17497 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 43311 members 
Mstep: Class 64 contains 17208 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 38425 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 22945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175384.000000 Penalty: 40931.675781
Iteration 185Q: 69 clusters Score -4.217538e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12911 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15673 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36277 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1204 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 30662 members 
Mstep: Class 18 contains 22174 members 
Mstep: Class 19 contains 21208 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17780 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 390 members 
Mstep: Class 29 contains 6661 members 
Mstep: Class 30 contains 31537 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1683 members 
Mstep: Class 34 contains 45102 members 
Mstep: Class 35 contains 37947 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 14576 members 
Mstep: Class 39 contains 11169 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2632 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 6262 members 
Mstep: Class 46 contains 532 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3277 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7176 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 19875 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1084 members 
Mstep: Class 58 contains 12488 members 
Mstep: Class 59 contains 8622 members 
Mstep: Class 60 contains 17433 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 43672 members 
Mstep: Class 64 contains 17203 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 38894 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 22801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174624.000000 Penalty: 40931.675781
Iteration 186Q: 69 clusters Score -4.217462e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12876 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15513 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36307 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5727 members 
Mstep: Class 17 contains 30943 members 
Mstep: Class 18 contains 21978 members 
Mstep: Class 19 contains 21246 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17449 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 836 members 
Mstep: Class 28 contains 389 members 
Mstep: Class 29 contains 6667 members 
Mstep: Class 30 contains 31856 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1707 members 
Mstep: Class 34 contains 45117 members 
Mstep: Class 35 contains 37850 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 14487 members 
Mstep: Class 39 contains 11163 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2641 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 6327 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3281 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7174 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 19845 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 12526 members 
Mstep: Class 59 contains 8705 members 
Mstep: Class 60 contains 17346 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 43928 members 
Mstep: Class 64 contains 17192 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39084 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 22595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174276.000000 Penalty: 40931.675781
Iteration 187Q: 69 clusters Score -4.217428e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2971 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12826 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15336 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36329 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5724 members 
Mstep: Class 17 contains 31239 members 
Mstep: Class 18 contains 21805 members 
Mstep: Class 19 contains 21290 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8836 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17258 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 835 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 6673 members 
Mstep: Class 30 contains 32200 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1724 members 
Mstep: Class 34 contains 45117 members 
Mstep: Class 35 contains 37744 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 14446 members 
Mstep: Class 39 contains 11178 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2656 members 
Mstep: Class 44 contains 1624 members 
Mstep: Class 45 contains 6379 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3284 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7170 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 19829 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 12566 members 
Mstep: Class 59 contains 8792 members 
Mstep: Class 60 contains 17275 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44117 members 
Mstep: Class 64 contains 17189 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39203 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173916.000000 Penalty: 40931.675781
Iteration 188Q: 69 clusters Score -4.217392e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12776 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15185 members 
Mstep: Class 7 contains 3146 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36344 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 31550 members 
Mstep: Class 18 contains 21646 members 
Mstep: Class 19 contains 21346 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17185 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 6679 members 
Mstep: Class 30 contains 32484 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1743 members 
Mstep: Class 34 contains 45111 members 
Mstep: Class 35 contains 37600 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 14420 members 
Mstep: Class 39 contains 11184 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2672 members 
Mstep: Class 44 contains 1622 members 
Mstep: Class 45 contains 6417 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7148 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 19816 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 12606 members 
Mstep: Class 59 contains 8864 members 
Mstep: Class 60 contains 17216 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44234 members 
Mstep: Class 64 contains 17232 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39288 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 22024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173812.000000 Penalty: 40931.675781
Iteration 189Q: 69 clusters Score -4.217381e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12732 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15089 members 
Mstep: Class 7 contains 3131 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36350 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 17 contains 31839 members 
Mstep: Class 18 contains 21494 members 
Mstep: Class 19 contains 21403 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3304 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17159 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 6682 members 
Mstep: Class 30 contains 32713 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 45100 members 
Mstep: Class 35 contains 37481 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 14404 members 
Mstep: Class 39 contains 11199 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2678 members 
Mstep: Class 44 contains 1620 members 
Mstep: Class 45 contains 6452 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7094 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 19796 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 12653 members 
Mstep: Class 59 contains 8914 members 
Mstep: Class 60 contains 17167 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44311 members 
Mstep: Class 64 contains 17273 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39356 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 21790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173616.000000 Penalty: 40931.675781
Iteration 190Q: 69 clusters Score -4.217362e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12699 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 15034 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36350 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 32143 members 
Mstep: Class 18 contains 21352 members 
Mstep: Class 19 contains 21474 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8659 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3303 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17161 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 6684 members 
Mstep: Class 30 contains 32943 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1776 members 
Mstep: Class 34 contains 45084 members 
Mstep: Class 35 contains 37322 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 14387 members 
Mstep: Class 39 contains 11209 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2694 members 
Mstep: Class 44 contains 1618 members 
Mstep: Class 45 contains 6483 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7029 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 19781 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 12695 members 
Mstep: Class 59 contains 8961 members 
Mstep: Class 60 contains 17108 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44351 members 
Mstep: Class 64 contains 17294 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39420 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 21585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173380.000000 Penalty: 40931.675781
Iteration 191Q: 69 clusters Score -4.217338e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2961 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12675 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14993 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36355 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 32453 members 
Mstep: Class 18 contains 21213 members 
Mstep: Class 19 contains 21525 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3304 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17195 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 6686 members 
Mstep: Class 30 contains 33191 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1786 members 
Mstep: Class 34 contains 45070 members 
Mstep: Class 35 contains 37159 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 878 members 
Mstep: Class 38 contains 14380 members 
Mstep: Class 39 contains 11223 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2703 members 
Mstep: Class 44 contains 1616 members 
Mstep: Class 45 contains 6501 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6969 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 19763 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 12788 members 
Mstep: Class 59 contains 9025 members 
Mstep: Class 60 contains 17051 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44375 members 
Mstep: Class 64 contains 17272 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39443 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 21337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173164.000000 Penalty: 40931.675781
Iteration 192Q: 69 clusters Score -4.217316e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36355 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 32735 members 
Mstep: Class 18 contains 21059 members 
Mstep: Class 19 contains 21563 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8556 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3307 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17199 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 6686 members 
Mstep: Class 30 contains 33410 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1799 members 
Mstep: Class 34 contains 45098 members 
Mstep: Class 35 contains 37015 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 14376 members 
Mstep: Class 39 contains 11233 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2723 members 
Mstep: Class 44 contains 1618 members 
Mstep: Class 45 contains 6513 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3299 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6904 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19747 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 12916 members 
Mstep: Class 59 contains 9092 members 
Mstep: Class 60 contains 16997 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44386 members 
Mstep: Class 64 contains 17253 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 525 members 
Mstep: Class 68 contains 39507 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 21080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172564.000000 Penalty: 40931.675781
Iteration 193Q: 69 clusters Score -4.217256e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12624 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14898 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36365 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 33025 members 
Mstep: Class 18 contains 20896 members 
Mstep: Class 19 contains 21622 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3306 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17230 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 6686 members 
Mstep: Class 30 contains 33656 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1813 members 
Mstep: Class 34 contains 45077 members 
Mstep: Class 35 contains 36872 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 14360 members 
Mstep: Class 39 contains 11251 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2737 members 
Mstep: Class 44 contains 1618 members 
Mstep: Class 45 contains 6521 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3303 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6840 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19736 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 13037 members 
Mstep: Class 59 contains 9145 members 
Mstep: Class 60 contains 16953 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44378 members 
Mstep: Class 64 contains 17235 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 523 members 
Mstep: Class 68 contains 39592 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 20798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172120.000000 Penalty: 40931.675781
Iteration 194Q: 69 clusters Score -4.217212e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12601 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14843 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36376 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 33325 members 
Mstep: Class 18 contains 20731 members 
Mstep: Class 19 contains 21699 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17263 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 6687 members 
Mstep: Class 30 contains 33912 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1835 members 
Mstep: Class 34 contains 45038 members 
Mstep: Class 35 contains 36718 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 14342 members 
Mstep: Class 39 contains 11265 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1616 members 
Mstep: Class 45 contains 6527 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6769 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19711 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 13225 members 
Mstep: Class 59 contains 9204 members 
Mstep: Class 60 contains 16905 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44367 members 
Mstep: Class 64 contains 17145 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 522 members 
Mstep: Class 68 contains 39682 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 20524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171936.000000 Penalty: 40931.675781
Iteration 195Q: 69 clusters Score -4.217194e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12577 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 3086 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36384 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 33622 members 
Mstep: Class 18 contains 20576 members 
Mstep: Class 19 contains 21754 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8427 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17328 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6687 members 
Mstep: Class 30 contains 34155 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1849 members 
Mstep: Class 34 contains 45058 members 
Mstep: Class 35 contains 36547 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 14321 members 
Mstep: Class 39 contains 11285 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2759 members 
Mstep: Class 44 contains 1615 members 
Mstep: Class 45 contains 6532 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6712 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19694 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1093 members 
Mstep: Class 58 contains 13492 members 
Mstep: Class 59 contains 9279 members 
Mstep: Class 60 contains 16840 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44354 members 
Mstep: Class 64 contains 16959 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 518 members 
Mstep: Class 68 contains 39753 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 20273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171636.000000 Penalty: 40931.675781
Iteration 196Q: 69 clusters Score -4.217164e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2970 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12551 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14695 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36399 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 33910 members 
Mstep: Class 18 contains 20397 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8382 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17433 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6688 members 
Mstep: Class 30 contains 34468 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1862 members 
Mstep: Class 34 contains 45117 members 
Mstep: Class 35 contains 36358 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 14318 members 
Mstep: Class 39 contains 11300 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6533 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6640 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19667 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 13749 members 
Mstep: Class 59 contains 9344 members 
Mstep: Class 60 contains 16763 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44342 members 
Mstep: Class 64 contains 16780 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 518 members 
Mstep: Class 68 contains 39803 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171292.000000 Penalty: 40931.675781
Iteration 197Q: 69 clusters Score -4.217129e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14638 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36405 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 34239 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 21860 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17530 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 34812 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1878 members 
Mstep: Class 34 contains 45166 members 
Mstep: Class 35 contains 36148 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 14298 members 
Mstep: Class 39 contains 11314 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2759 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6533 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6585 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19642 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14068 members 
Mstep: Class 59 contains 9417 members 
Mstep: Class 60 contains 16699 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44317 members 
Mstep: Class 64 contains 16553 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 39834 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171044.000000 Penalty: 40931.675781
Iteration 198Q: 69 clusters Score -4.217104e+07 nChanged 3035
Entering ConstructFrom: 
Score: -42171044.000000 Penalty: 40931.675781
Entering ConstructFrom: 
Trying to split cluster 1 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -271862.625000 Penalty: 368.997101
	Iteration 0F: 2 clusters Score -271862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -269544.718750 Penalty: 737.994202
	Iteration 0F: 3 clusters Score -269544.7 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -270273.843750 Penalty: 737.994202
	Iteration 1F: 3 clusters Score -270273.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -270340.687500 Penalty: 737.994202
	Iteration 2F: 3 clusters Score -270340.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -270399.468750 Penalty: 737.994202
	Iteration 3Q: 3 clusters Score -270399.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -270444.781250 Penalty: 737.994202
	Iteration 4Q: 3 clusters Score -270444.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -270482.312500 Penalty: 737.994202
	Iteration 5Q: 3 clusters Score -270482.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -270505.906250 Penalty: 737.994202
	Iteration 6Q: 3 clusters Score -270505.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -270535.000000 Penalty: 737.994202
	Iteration 7Q: 3 clusters Score -270535 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -270571.656250 Penalty: 737.994202
	Iteration 8Q: 3 clusters Score -270571.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -270630.156250 Penalty: 737.994202
	Iteration 9Q: 3 clusters Score -270630.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270713.718750 Penalty: 737.994202
	Iteration 10Q: 3 clusters Score -270713.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -270822.812500 Penalty: 737.994202
	Iteration 11Q: 3 clusters Score -270822.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -270942.000000 Penalty: 737.994202
	Iteration 12Q: 3 clusters Score -270942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -271072.875000 Penalty: 737.994202
	Iteration 13Q: 3 clusters Score -271072.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -271190.031250 Penalty: 737.994202
	Iteration 14Q: 3 clusters Score -271190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -271292.843750 Penalty: 737.994202
	Iteration 15Q: 3 clusters Score -271292.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -271374.125000 Penalty: 737.994202
	Iteration 16Q: 3 clusters Score -271374.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -271421.250000 Penalty: 737.994202
	Iteration 17Q: 3 clusters Score -271421.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -271447.468750 Penalty: 737.994202
	Iteration 18Q: 3 clusters Score -271447.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -271472.593750 Penalty: 737.994202
	Iteration 19Q: 3 clusters Score -271472.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -271490.062500 Penalty: 737.994202
	Iteration 20F: 3 clusters Score -271490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -271496.281250 Penalty: 737.994202
	Iteration 21Q: 3 clusters Score -271496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -271501.156250 Penalty: 737.994202
	Iteration 22Q: 3 clusters Score -271501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -271504.343750 Penalty: 737.994202
	Iteration 23Q: 3 clusters Score -271504.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -271506.625000 Penalty: 737.994202
	Iteration 24Q: 3 clusters Score -271506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -271509.468750 Penalty: 737.994202
	Iteration 25Q: 3 clusters Score -271509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -271513.906250 Penalty: 737.994202
	Iteration 26Q: 3 clusters Score -271513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -271517.968750 Penalty: 737.994202
	Iteration 27Q: 3 clusters Score -271518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -271523.031250 Penalty: 737.994202
	Iteration 28Q: 3 clusters Score -271523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -271523.937500 Penalty: 737.994202
	Iteration 29Q: 3 clusters Score -271523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -271525.562500 Penalty: 737.994202
	Iteration 30Q: 3 clusters Score -271525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -271526.281250 Penalty: 737.994202
	Iteration 31Q: 3 clusters Score -271526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -271527.187500 Penalty: 737.994202
	Iteration 32Q: 3 clusters Score -271527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -271532.281250 Penalty: 737.994202
	Iteration 33Q: 3 clusters Score -271532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -271534.125000 Penalty: 737.994202
	Iteration 34Q: 3 clusters Score -271534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -271535.468750 Penalty: 737.994202
	Iteration 35Q: 3 clusters Score -271535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -271536.281250 Penalty: 737.994202
	Iteration 36Q: 3 clusters Score -271536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -271536.281250 Penalty: 737.994202
	Iteration 37F: 3 clusters Score -271536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -220862.062500 Penalty: 363.817108
	Iteration 0F: 2 clusters Score -220862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -218773.968750 Penalty: 727.634216
	Iteration 0F: 3 clusters Score -218774 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -219521.187500 Penalty: 727.634216
	Iteration 1F: 3 clusters Score -219521.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -219625.296875 Penalty: 727.634216
	Iteration 2F: 3 clusters Score -219625.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -219750.046875 Penalty: 727.634216
	Iteration 3F: 3 clusters Score -219750 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -219912.968750 Penalty: 727.634216
	Iteration 4F: 3 clusters Score -219913 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -220086.546875 Penalty: 727.634216
	Iteration 5F: 3 clusters Score -220086.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -220235.125000 Penalty: 727.634216
	Iteration 6F: 3 clusters Score -220235.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -220356.296875 Penalty: 727.634216
	Iteration 7Q: 3 clusters Score -220356.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -220430.859375 Penalty: 727.634216
	Iteration 8Q: 3 clusters Score -220430.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -220479.359375 Penalty: 727.634216
	Iteration 9Q: 3 clusters Score -220479.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -220508.796875 Penalty: 727.634216
	Iteration 10Q: 3 clusters Score -220508.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -220538.187500 Penalty: 727.634216
	Iteration 11Q: 3 clusters Score -220538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -220548.343750 Penalty: 727.634216
	Iteration 12Q: 3 clusters Score -220548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -220557.125000 Penalty: 727.634216
	Iteration 13Q: 3 clusters Score -220557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -220562.484375 Penalty: 727.634216
	Iteration 14Q: 3 clusters Score -220562.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -220564.921875 Penalty: 727.634216
	Iteration 15Q: 3 clusters Score -220564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -220564.921875 Penalty: 727.634216
	Iteration 16F: 3 clusters Score -220564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -68268.335938 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -68268.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -67464.890625 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -67464.89 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67762.734375 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -67762.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67835.281250 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -67835.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67888.945312 Penalty: 629.960571
	Iteration 3F: 3 clusters Score -67888.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67921.515625 Penalty: 629.960571
	Iteration 4Q: 3 clusters Score -67921.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67942.210938 Penalty: 629.960571
	Iteration 5Q: 3 clusters Score -67942.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67965.117188 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -67965.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67985.859375 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -67985.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68001.101562 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -68001.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68011.054688 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -68011.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -68016.656250 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -68016.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68028.390625 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -68028.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68036.890625 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -68036.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68046.062500 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -68046.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68058.804688 Penalty: 629.960571
	Iteration 14Q: 3 clusters Score -68058.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68068.390625 Penalty: 629.960571
	Iteration 15Q: 3 clusters Score -68068.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68075.734375 Penalty: 629.960571
	Iteration 16Q: 3 clusters Score -68075.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68079.718750 Penalty: 629.960571
	Iteration 17Q: 3 clusters Score -68079.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68087.507812 Penalty: 629.960571
	Iteration 18Q: 3 clusters Score -68087.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68093.039062 Penalty: 629.960571
	Iteration 19Q: 3 clusters Score -68093.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68094.343750 Penalty: 629.960571
	Iteration 20F: 3 clusters Score -68094.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68094.632812 Penalty: 629.960571
	Iteration 21Q: 3 clusters Score -68094.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68094.632812 Penalty: 629.960571
	Iteration 22F: 3 clusters Score -68094.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Entering Unmasked Estep 
Score: -944339.687500 Penalty: 429.256287
	Iteration 0F: 2 clusters Score -944339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -936022.375000 Penalty: 858.512573
	Iteration 0F: 3 clusters Score -936022.4 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -939490.937500 Penalty: 858.512573
	Iteration 1F: 3 clusters Score -939490.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -940063.562500 Penalty: 858.512573
	Iteration 2F: 3 clusters Score -940063.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -940873.062500 Penalty: 858.512573
	Iteration 3F: 3 clusters Score -940873.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -941709.562500 Penalty: 858.512573
	Iteration 4F: 3 clusters Score -941709.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -942363.125000 Penalty: 858.512573
	Iteration 5F: 3 clusters Score -942363.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -942859.625000 Penalty: 858.512573
	Iteration 6Q: 3 clusters Score -942859.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -943253.562500 Penalty: 858.512573
	Iteration 7Q: 3 clusters Score -943253.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -943579.812500 Penalty: 858.512573
	Iteration 8Q: 3 clusters Score -943579.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -943891.312500 Penalty: 858.512573
	Iteration 9Q: 3 clusters Score -943891.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -944120.250000 Penalty: 858.512573
	Iteration 10Q: 3 clusters Score -944120.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -944224.687500 Penalty: 858.512573
	Iteration 11Q: 3 clusters Score -944224.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -944262.125000 Penalty: 858.512573
	Iteration 12Q: 3 clusters Score -944262.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -944282.125000 Penalty: 858.512573
	Iteration 13Q: 3 clusters Score -944282.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -944295.562500 Penalty: 858.512573
	Iteration 14Q: 3 clusters Score -944295.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -944306.312500 Penalty: 858.512573
	Iteration 15Q: 3 clusters Score -944306.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -944310.500000 Penalty: 858.512573
	Iteration 16Q: 3 clusters Score -944310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -944311.062500 Penalty: 858.512573
	Iteration 17Q: 3 clusters Score -944311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -944312.062500 Penalty: 858.512573
	Iteration 18Q: 3 clusters Score -944312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -944312.562500 Penalty: 858.512573
	Iteration 19Q: 3 clusters Score -944312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -944314.000000 Penalty: 858.512573
	Iteration 20F: 3 clusters Score -944314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -944314.562500 Penalty: 858.512573
	Iteration 21Q: 3 clusters Score -944314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -944314.500000 Penalty: 858.512573
	Iteration 22Q: 3 clusters Score -944314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -944315.062500 Penalty: 858.512573
	Iteration 23Q: 3 clusters Score -944315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -944314.375000 Penalty: 858.512573
	Iteration 24Q: 3 clusters Score -944314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -944314.375000 Penalty: 858.512573
	Iteration 25F: 3 clusters Score -944314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -9096.737305 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -9096.737 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 120 members 
Entering Unmasked Estep 
Score: -8771.781250 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -8771.781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8876.793945 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -8876.794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -8931.152344 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -8931.152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8983.543945 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -8983.544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9035.635742 Penalty: 506.371338
	Iteration 4F: 3 clusters Score -9035.636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9071.323242 Penalty: 506.371338
	Iteration 5F: 3 clusters Score -9071.323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9088.791992 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -9088.792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9091.560547 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -9091.561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9092.045898 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -9092.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9092.045898 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -9092.046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1182333.625000 Penalty: 436.205109
	Iteration 0F: 2 clusters Score -1182334 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 7261 members 
Entering Unmasked Estep 
Score: -1172710.375000 Penalty: 872.410217
	Iteration 0F: 3 clusters Score -1172710 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1176492.125000 Penalty: 872.410217
	Iteration 1F: 3 clusters Score -1176492 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1176661.750000 Penalty: 872.410217
	Iteration 2Q: 3 clusters Score -1176662 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1176876.750000 Penalty: 872.410217
	Iteration 3Q: 3 clusters Score -1176877 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1177195.375000 Penalty: 872.410217
	Iteration 4Q: 3 clusters Score -1177195 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1177636.750000 Penalty: 872.410217
	Iteration 5F: 3 clusters Score -1177637 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1178272.875000 Penalty: 872.410217
	Iteration 6F: 3 clusters Score -1178273 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1179042.625000 Penalty: 872.410217
	Iteration 7F: 3 clusters Score -1179043 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1179576.875000 Penalty: 872.410217
	Iteration 8F: 3 clusters Score -1179577 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1179890.750000 Penalty: 872.410217
	Iteration 9Q: 3 clusters Score -1179891 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1180130.125000 Penalty: 872.410217
	Iteration 10Q: 3 clusters Score -1180130 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1180392.875000 Penalty: 872.410217
	Iteration 11Q: 3 clusters Score -1180393 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1180711.250000 Penalty: 872.410217
	Iteration 12Q: 3 clusters Score -1180711 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1181011.875000 Penalty: 872.410217
	Iteration 13Q: 3 clusters Score -1181012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1181219.375000 Penalty: 872.410217
	Iteration 14Q: 3 clusters Score -1181219 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1181379.750000 Penalty: 872.410217
	Iteration 15Q: 3 clusters Score -1181380 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1181497.750000 Penalty: 872.410217
	Iteration 16Q: 3 clusters Score -1181498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1181589.375000 Penalty: 872.410217
	Iteration 17Q: 3 clusters Score -1181589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1181667.875000 Penalty: 872.410217
	Iteration 18Q: 3 clusters Score -1181668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1181756.375000 Penalty: 872.410217
	Iteration 19Q: 3 clusters Score -1181756 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1181827.000000 Penalty: 872.410217
	Iteration 20F: 3 clusters Score -1181827 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1181884.625000 Penalty: 872.410217
	Iteration 21Q: 3 clusters Score -1181885 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1181947.375000 Penalty: 872.410217
	Iteration 22Q: 3 clusters Score -1181947 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1181990.500000 Penalty: 872.410217
	Iteration 23Q: 3 clusters Score -1181990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1182006.750000 Penalty: 872.410217
	Iteration 24Q: 3 clusters Score -1182007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1182017.625000 Penalty: 872.410217
	Iteration 25Q: 3 clusters Score -1182018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1182022.875000 Penalty: 872.410217
	Iteration 26Q: 3 clusters Score -1182023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1182029.000000 Penalty: 872.410217
	Iteration 27Q: 3 clusters Score -1182029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1182031.250000 Penalty: 872.410217
	Iteration 28Q: 3 clusters Score -1182031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1182027.875000 Penalty: 872.410217
	Iteration 29Q: 3 clusters Score -1182028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1182029.125000 Penalty: 872.410217
	Iteration 30Q: 3 clusters Score -1182029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1182030.625000 Penalty: 872.410217
	Iteration 31Q: 3 clusters Score -1182031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1182035.375000 Penalty: 872.410217
	Iteration 32Q: 3 clusters Score -1182035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1182032.500000 Penalty: 872.410217
	Iteration 33Q: 3 clusters Score -1182032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1182035.625000 Penalty: 872.410217
	Iteration 34Q: 3 clusters Score -1182036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1182036.625000 Penalty: 872.410217
	Iteration 35Q: 3 clusters Score -1182037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1182036.250000 Penalty: 872.410217
	Iteration 36Q: 3 clusters Score -1182036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1182035.125000 Penalty: 872.410217
	Iteration 37Q: 3 clusters Score -1182035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1182037.375000 Penalty: 872.410217
	Iteration 38Q: 3 clusters Score -1182037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1182036.500000 Penalty: 872.410217
	Iteration 39Q: 3 clusters Score -1182036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1182037.500000 Penalty: 872.410217
	Iteration 40F: 3 clusters Score -1182038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1182035.375000 Penalty: 872.410217
	Iteration 41Q: 3 clusters Score -1182035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1182034.125000 Penalty: 872.410217
	Iteration 42Q: 3 clusters Score -1182034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1182033.750000 Penalty: 872.410217
	Iteration 43Q: 3 clusters Score -1182034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1182034.625000 Penalty: 872.410217
	Iteration 44Q: 3 clusters Score -1182035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1182032.875000 Penalty: 872.410217
	Iteration 45Q: 3 clusters Score -1182033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1182033.750000 Penalty: 872.410217
	Iteration 46Q: 3 clusters Score -1182034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1182033.375000 Penalty: 872.410217
	Iteration 47Q: 3 clusters Score -1182033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1182035.750000 Penalty: 872.410217
	Iteration 48Q: 3 clusters Score -1182036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1182036.750000 Penalty: 872.410217
	Iteration 49Q: 3 clusters Score -1182037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1182037.375000 Penalty: 872.410217
	Iteration 50Q: 3 clusters Score -1182037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1182035.375000 Penalty: 872.410217
	Iteration 51Q: 3 clusters Score -1182035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1182037.000000 Penalty: 872.410217
	Iteration 52Q: 3 clusters Score -1182037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1182037.000000 Penalty: 872.410217
	Iteration 53F: 3 clusters Score -1182037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -226158.609375 Penalty: 365.324371
	Iteration 0F: 2 clusters Score -226158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -224012.078125 Penalty: 730.648743
	Iteration 0F: 3 clusters Score -224012.1 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -224727.828125 Penalty: 730.648743
	Iteration 1F: 3 clusters Score -224727.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -224814.906250 Penalty: 730.648743
	Iteration 2F: 3 clusters Score -224814.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224886.906250 Penalty: 730.648743
	Iteration 3F: 3 clusters Score -224886.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -224963.609375 Penalty: 730.648743
	Iteration 4Q: 3 clusters Score -224963.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225047.093750 Penalty: 730.648743
	Iteration 5F: 3 clusters Score -225047.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -225127.812500 Penalty: 730.648743
	Iteration 6Q: 3 clusters Score -225127.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -225224.046875 Penalty: 730.648743
	Iteration 7Q: 3 clusters Score -225224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -225324.859375 Penalty: 730.648743
	Iteration 8Q: 3 clusters Score -225324.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -225440.953125 Penalty: 730.648743
	Iteration 9Q: 3 clusters Score -225441 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -225571.734375 Penalty: 730.648743
	Iteration 10Q: 3 clusters Score -225571.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -225679.812500 Penalty: 730.648743
	Iteration 11Q: 3 clusters Score -225679.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -225760.375000 Penalty: 730.648743
	Iteration 12Q: 3 clusters Score -225760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -225786.734375 Penalty: 730.648743
	Iteration 13Q: 3 clusters Score -225786.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -225800.312500 Penalty: 730.648743
	Iteration 14Q: 3 clusters Score -225800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -225812.281250 Penalty: 730.648743
	Iteration 15Q: 3 clusters Score -225812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -225821.421875 Penalty: 730.648743
	Iteration 16Q: 3 clusters Score -225821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -225835.171875 Penalty: 730.648743
	Iteration 17Q: 3 clusters Score -225835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -225843.062500 Penalty: 730.648743
	Iteration 18Q: 3 clusters Score -225843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -225846.031250 Penalty: 730.648743
	Iteration 19Q: 3 clusters Score -225846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -225849.484375 Penalty: 730.648743
	Iteration 20F: 3 clusters Score -225849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -225855.171875 Penalty: 730.648743
	Iteration 21Q: 3 clusters Score -225855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -225858.390625 Penalty: 730.648743
	Iteration 22Q: 3 clusters Score -225858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -225860.562500 Penalty: 730.648743
	Iteration 23Q: 3 clusters Score -225860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -225862.906250 Penalty: 730.648743
	Iteration 24Q: 3 clusters Score -225862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -225863.546875 Penalty: 730.648743
	Iteration 25Q: 3 clusters Score -225863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -225865.640625 Penalty: 730.648743
	Iteration 26Q: 3 clusters Score -225865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -225870.484375 Penalty: 730.648743
	Iteration 27Q: 3 clusters Score -225870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -225875.437500 Penalty: 730.648743
	Iteration 28Q: 3 clusters Score -225875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -225877.828125 Penalty: 730.648743
	Iteration 29Q: 3 clusters Score -225877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -225879.781250 Penalty: 730.648743
	Iteration 30Q: 3 clusters Score -225879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -225880.703125 Penalty: 730.648743
	Iteration 31Q: 3 clusters Score -225880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -225880.703125 Penalty: 730.648743
	Iteration 32F: 3 clusters Score -225880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9653.913086 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9653.913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9706.102539 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9706.103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9720.766602 Penalty: 458.362671
	Iteration 2Q: 3 clusters Score -9720.767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9731.726562 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9731.727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9733.049805 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9733.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9734.883789 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9734.884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9735.952148 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9735.952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9736.702148 Penalty: 458.362671
	Iteration 7Q: 3 clusters Score -9736.702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -9736.702148 Penalty: 458.362671
	Iteration 8F: 3 clusters Score -9736.702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Entering Unmasked Estep 
Score: -2918532.250000 Penalty: 477.886993
	Iteration 0F: 2 clusters Score -2918532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2895882.750000 Penalty: 955.773987
	Iteration 0F: 3 clusters Score -2895883 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2906212.000000 Penalty: 955.773987
	Iteration 1F: 3 clusters Score -2906212 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2906702.750000 Penalty: 955.773987
	Iteration 2Q: 3 clusters Score -2906703 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2907419.750000 Penalty: 955.773987
	Iteration 3Q: 3 clusters Score -2907420 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2908410.000000 Penalty: 955.773987
	Iteration 4F: 3 clusters Score -2908410 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2909769.000000 Penalty: 955.773987
	Iteration 5F: 3 clusters Score -2909769 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2911309.250000 Penalty: 955.773987
	Iteration 6F: 3 clusters Score -2911309 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2912830.250000 Penalty: 955.773987
	Iteration 7F: 3 clusters Score -2912830 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2913856.000000 Penalty: 955.773987
	Iteration 8Q: 3 clusters Score -2913856 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2914308.250000 Penalty: 955.773987
	Iteration 9Q: 3 clusters Score -2914308 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2914583.750000 Penalty: 955.773987
	Iteration 10Q: 3 clusters Score -2914584 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2914793.750000 Penalty: 955.773987
	Iteration 11Q: 3 clusters Score -2914794 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2914982.500000 Penalty: 955.773987
	Iteration 12Q: 3 clusters Score -2914982 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2915148.000000 Penalty: 955.773987
	Iteration 13Q: 3 clusters Score -2915148 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2915322.250000 Penalty: 955.773987
	Iteration 14Q: 3 clusters Score -2915322 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2915486.000000 Penalty: 955.773987
	Iteration 15Q: 3 clusters Score -2915486 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2915662.250000 Penalty: 955.773987
	Iteration 16Q: 3 clusters Score -2915662 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2915843.750000 Penalty: 955.773987
	Iteration 17Q: 3 clusters Score -2915844 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2916043.750000 Penalty: 955.773987
	Iteration 18Q: 3 clusters Score -2916044 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2916184.750000 Penalty: 955.773987
	Iteration 19Q: 3 clusters Score -2916185 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2916344.750000 Penalty: 955.773987
	Iteration 20F: 3 clusters Score -2916345 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2916472.250000 Penalty: 955.773987
	Iteration 21Q: 3 clusters Score -2916472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2916638.250000 Penalty: 955.773987
	Iteration 22Q: 3 clusters Score -2916638 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2916787.250000 Penalty: 955.773987
	Iteration 23Q: 3 clusters Score -2916787 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2916944.750000 Penalty: 955.773987
	Iteration 24Q: 3 clusters Score -2916945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2917051.750000 Penalty: 955.773987
	Iteration 25Q: 3 clusters Score -2917052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2917166.250000 Penalty: 955.773987
	Iteration 26Q: 3 clusters Score -2917166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2917251.750000 Penalty: 955.773987
	Iteration 27Q: 3 clusters Score -2917252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2917316.250000 Penalty: 955.773987
	Iteration 28Q: 3 clusters Score -2917316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2917376.250000 Penalty: 955.773987
	Iteration 29Q: 3 clusters Score -2917376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2917421.250000 Penalty: 955.773987
	Iteration 30Q: 3 clusters Score -2917421 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2917463.500000 Penalty: 955.773987
	Iteration 31Q: 3 clusters Score -2917464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2917510.750000 Penalty: 955.773987
	Iteration 32Q: 3 clusters Score -2917511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2917566.250000 Penalty: 955.773987
	Iteration 33Q: 3 clusters Score -2917566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2917623.500000 Penalty: 955.773987
	Iteration 34Q: 3 clusters Score -2917624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2917676.500000 Penalty: 955.773987
	Iteration 35Q: 3 clusters Score -2917676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2917713.500000 Penalty: 955.773987
	Iteration 36Q: 3 clusters Score -2917714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2917742.750000 Penalty: 955.773987
	Iteration 37Q: 3 clusters Score -2917743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2917773.500000 Penalty: 955.773987
	Iteration 38Q: 3 clusters Score -2917774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2917795.500000 Penalty: 955.773987
	Iteration 39Q: 3 clusters Score -2917796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2917814.500000 Penalty: 955.773987
	Iteration 40F: 3 clusters Score -2917814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2917824.250000 Penalty: 955.773987
	Iteration 41Q: 3 clusters Score -2917824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2917839.250000 Penalty: 955.773987
	Iteration 42Q: 3 clusters Score -2917839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2917855.750000 Penalty: 955.773987
	Iteration 43Q: 3 clusters Score -2917856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2917877.500000 Penalty: 955.773987
	Iteration 44Q: 3 clusters Score -2917878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2917895.750000 Penalty: 955.773987
	Iteration 45Q: 3 clusters Score -2917896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2917910.500000 Penalty: 955.773987
	Iteration 46Q: 3 clusters Score -2917910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2917918.250000 Penalty: 955.773987
	Iteration 47Q: 3 clusters Score -2917918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2917932.500000 Penalty: 955.773987
	Iteration 48Q: 3 clusters Score -2917932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2917944.500000 Penalty: 955.773987
	Iteration 49Q: 3 clusters Score -2917944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2917948.500000 Penalty: 955.773987
	Iteration 50Q: 3 clusters Score -2917948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2917950.500000 Penalty: 955.773987
	Iteration 51Q: 3 clusters Score -2917950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2917963.500000 Penalty: 955.773987
	Iteration 52Q: 3 clusters Score -2917964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2917965.000000 Penalty: 955.773987
	Iteration 53Q: 3 clusters Score -2917965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2917966.000000 Penalty: 955.773987
	Iteration 54Q: 3 clusters Score -2917966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2917972.000000 Penalty: 955.773987
	Iteration 55Q: 3 clusters Score -2917972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2917971.750000 Penalty: 955.773987
	Iteration 56Q: 3 clusters Score -2917972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2917971.750000 Penalty: 955.773987
	Iteration 57F: 3 clusters Score -2917972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -41429.503906 Penalty: 290.526337
	Iteration 0F: 2 clusters Score -41429.5 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 301 members 
Entering Unmasked Estep 
Score: -40878.968750 Penalty: 581.052673
	Iteration 0F: 3 clusters Score -40878.97 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -41057.066406 Penalty: 581.052673
	Iteration 1F: 3 clusters Score -41057.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41137.777344 Penalty: 581.052673
	Iteration 2F: 3 clusters Score -41137.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41200.765625 Penalty: 581.052673
	Iteration 3F: 3 clusters Score -41200.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41237.636719 Penalty: 581.052673
	Iteration 4F: 3 clusters Score -41237.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41266.082031 Penalty: 581.052673
	Iteration 5Q: 3 clusters Score -41266.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41283.332031 Penalty: 581.052673
	Iteration 6Q: 3 clusters Score -41283.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41291.324219 Penalty: 581.052673
	Iteration 7Q: 3 clusters Score -41291.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41303.769531 Penalty: 581.052673
	Iteration 8Q: 3 clusters Score -41303.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41308.750000 Penalty: 581.052673
	Iteration 9Q: 3 clusters Score -41308.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41311.871094 Penalty: 581.052673
	Iteration 10Q: 3 clusters Score -41311.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41312.562500 Penalty: 581.052673
	Iteration 11Q: 3 clusters Score -41312.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41313.796875 Penalty: 581.052673
	Iteration 12Q: 3 clusters Score -41313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41315.445312 Penalty: 581.052673
	Iteration 13Q: 3 clusters Score -41315.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41315.445312 Penalty: 581.052673
	Iteration 14F: 3 clusters Score -41315.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -88426.187500 Penalty: 322.598511
	Iteration 0F: 2 clusters Score -88426.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -87497.820312 Penalty: 645.197021
	Iteration 0F: 3 clusters Score -87497.82 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -87796.953125 Penalty: 645.197021
	Iteration 1F: 3 clusters Score -87796.95 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87854.937500 Penalty: 645.197021
	Iteration 2F: 3 clusters Score -87854.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87889.718750 Penalty: 645.197021
	Iteration 3Q: 3 clusters Score -87889.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87939.398438 Penalty: 645.197021
	Iteration 4Q: 3 clusters Score -87939.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -88031.156250 Penalty: 645.197021
	Iteration 5F: 3 clusters Score -88031.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88142.843750 Penalty: 645.197021
	Iteration 6F: 3 clusters Score -88142.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88210.773438 Penalty: 645.197021
	Iteration 7Q: 3 clusters Score -88210.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88264.359375 Penalty: 645.197021
	Iteration 8Q: 3 clusters Score -88264.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88294.539062 Penalty: 645.197021
	Iteration 9Q: 3 clusters Score -88294.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -88319.820312 Penalty: 645.197021
	Iteration 10Q: 3 clusters Score -88319.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88335.921875 Penalty: 645.197021
	Iteration 11Q: 3 clusters Score -88335.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88344.648438 Penalty: 645.197021
	Iteration 12Q: 3 clusters Score -88344.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -88350.960938 Penalty: 645.197021
	Iteration 13Q: 3 clusters Score -88350.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88354.648438 Penalty: 645.197021
	Iteration 14Q: 3 clusters Score -88354.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -88356.757812 Penalty: 645.197021
	Iteration 15Q: 3 clusters Score -88356.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88356.976562 Penalty: 645.197021
	Iteration 16Q: 3 clusters Score -88356.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88357.304688 Penalty: 645.197021
	Iteration 17Q: 3 clusters Score -88357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88357.304688 Penalty: 645.197021
	Iteration 18F: 3 clusters Score -88357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Entering Unmasked Estep 
Score: -467683.437500 Penalty: 395.736816
	Iteration 0F: 2 clusters Score -467683.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -463657.687500 Penalty: 791.473633
	Iteration 0F: 3 clusters Score -463657.7 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -465178.937500 Penalty: 791.473633
	Iteration 1F: 3 clusters Score -465178.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -465317.281250 Penalty: 791.473633
	Iteration 2F: 3 clusters Score -465317.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -465459.343750 Penalty: 791.473633
	Iteration 3F: 3 clusters Score -465459.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -465630.031250 Penalty: 791.473633
	Iteration 4Q: 3 clusters Score -465630 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -465867.656250 Penalty: 791.473633
	Iteration 5F: 3 clusters Score -465867.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -466142.781250 Penalty: 791.473633
	Iteration 6F: 3 clusters Score -466142.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -466338.593750 Penalty: 791.473633
	Iteration 7F: 3 clusters Score -466338.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -466436.781250 Penalty: 791.473633
	Iteration 8Q: 3 clusters Score -466436.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -466482.468750 Penalty: 791.473633
	Iteration 9Q: 3 clusters Score -466482.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -466517.906250 Penalty: 791.473633
	Iteration 10Q: 3 clusters Score -466517.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -466545.906250 Penalty: 791.473633
	Iteration 11Q: 3 clusters Score -466545.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -466564.187500 Penalty: 791.473633
	Iteration 12Q: 3 clusters Score -466564.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -466577.968750 Penalty: 791.473633
	Iteration 13Q: 3 clusters Score -466578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -466593.125000 Penalty: 791.473633
	Iteration 14Q: 3 clusters Score -466593.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -466607.718750 Penalty: 791.473633
	Iteration 15Q: 3 clusters Score -466607.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -466627.250000 Penalty: 791.473633
	Iteration 16Q: 3 clusters Score -466627.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -466652.031250 Penalty: 791.473633
	Iteration 17Q: 3 clusters Score -466652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -466678.343750 Penalty: 791.473633
	Iteration 18Q: 3 clusters Score -466678.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -466703.500000 Penalty: 791.473633
	Iteration 19Q: 3 clusters Score -466703.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -466727.375000 Penalty: 791.473633
	Iteration 20F: 3 clusters Score -466727.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -466750.218750 Penalty: 791.473633
	Iteration 21Q: 3 clusters Score -466750.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -466773.156250 Penalty: 791.473633
	Iteration 22Q: 3 clusters Score -466773.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -466799.125000 Penalty: 791.473633
	Iteration 23Q: 3 clusters Score -466799.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -466829.281250 Penalty: 791.473633
	Iteration 24Q: 3 clusters Score -466829.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466864.062500 Penalty: 791.473633
	Iteration 25Q: 3 clusters Score -466864.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -466897.937500 Penalty: 791.473633
	Iteration 26Q: 3 clusters Score -466897.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -466931.875000 Penalty: 791.473633
	Iteration 27Q: 3 clusters Score -466931.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -466965.125000 Penalty: 791.473633
	Iteration 28Q: 3 clusters Score -466965.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -466998.312500 Penalty: 791.473633
	Iteration 29Q: 3 clusters Score -466998.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -467022.031250 Penalty: 791.473633
	Iteration 30Q: 3 clusters Score -467022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -467039.250000 Penalty: 791.473633
	Iteration 31Q: 3 clusters Score -467039.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -467062.281250 Penalty: 791.473633
	Iteration 32Q: 3 clusters Score -467062.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -467079.500000 Penalty: 791.473633
	Iteration 33Q: 3 clusters Score -467079.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -467088.781250 Penalty: 791.473633
	Iteration 34Q: 3 clusters Score -467088.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -467098.000000 Penalty: 791.473633
	Iteration 35Q: 3 clusters Score -467098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -467104.281250 Penalty: 791.473633
	Iteration 36Q: 3 clusters Score -467104.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -467116.593750 Penalty: 791.473633
	Iteration 37Q: 3 clusters Score -467116.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -467126.687500 Penalty: 791.473633
	Iteration 38Q: 3 clusters Score -467126.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -467134.531250 Penalty: 791.473633
	Iteration 39Q: 3 clusters Score -467134.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -467141.562500 Penalty: 791.473633
	Iteration 40F: 3 clusters Score -467141.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -467149.812500 Penalty: 791.473633
	Iteration 41Q: 3 clusters Score -467149.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -467158.500000 Penalty: 791.473633
	Iteration 42Q: 3 clusters Score -467158.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -467172.250000 Penalty: 791.473633
	Iteration 43Q: 3 clusters Score -467172.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -467185.031250 Penalty: 791.473633
	Iteration 44Q: 3 clusters Score -467185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -467203.437500 Penalty: 791.473633
	Iteration 45Q: 3 clusters Score -467203.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -467221.562500 Penalty: 791.473633
	Iteration 46Q: 3 clusters Score -467221.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -467235.218750 Penalty: 791.473633
	Iteration 47Q: 3 clusters Score -467235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -467248.125000 Penalty: 791.473633
	Iteration 48Q: 3 clusters Score -467248.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -467259.406250 Penalty: 791.473633
	Iteration 49Q: 3 clusters Score -467259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -467266.937500 Penalty: 791.473633
	Iteration 50Q: 3 clusters Score -467266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -467273.656250 Penalty: 791.473633
	Iteration 51Q: 3 clusters Score -467273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -467279.375000 Penalty: 791.473633
	Iteration 52Q: 3 clusters Score -467279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -467284.750000 Penalty: 791.473633
	Iteration 53Q: 3 clusters Score -467284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -467289.156250 Penalty: 791.473633
	Iteration 54Q: 3 clusters Score -467289.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -467291.687500 Penalty: 791.473633
	Iteration 55Q: 3 clusters Score -467291.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -467296.468750 Penalty: 791.473633
	Iteration 56Q: 3 clusters Score -467296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -467299.218750 Penalty: 791.473633
	Iteration 57Q: 3 clusters Score -467299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -467302.687500 Penalty: 791.473633
	Iteration 58Q: 3 clusters Score -467302.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -467308.718750 Penalty: 791.473633
	Iteration 59Q: 3 clusters Score -467308.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -467312.968750 Penalty: 791.473633
	Iteration 60F: 3 clusters Score -467313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -467318.218750 Penalty: 791.473633
	Iteration 61Q: 3 clusters Score -467318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -467323.656250 Penalty: 791.473633
	Iteration 62Q: 3 clusters Score -467323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -467328.125000 Penalty: 791.473633
	Iteration 63Q: 3 clusters Score -467328.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -467333.218750 Penalty: 791.473633
	Iteration 64Q: 3 clusters Score -467333.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -467337.843750 Penalty: 791.473633
	Iteration 65Q: 3 clusters Score -467337.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -467343.968750 Penalty: 791.473633
	Iteration 66Q: 3 clusters Score -467344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -467349.937500 Penalty: 791.473633
	Iteration 67Q: 3 clusters Score -467349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -467355.968750 Penalty: 791.473633
	Iteration 68Q: 3 clusters Score -467356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -467361.375000 Penalty: 791.473633
	Iteration 69Q: 3 clusters Score -467361.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -467365.656250 Penalty: 791.473633
	Iteration 70Q: 3 clusters Score -467365.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -467369.031250 Penalty: 791.473633
	Iteration 71Q: 3 clusters Score -467369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -467371.031250 Penalty: 791.473633
	Iteration 72Q: 3 clusters Score -467371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -467372.281250 Penalty: 791.473633
	Iteration 73Q: 3 clusters Score -467372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -467372.906250 Penalty: 791.473633
	Iteration 74Q: 3 clusters Score -467372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -467373.406250 Penalty: 791.473633
	Iteration 75Q: 3 clusters Score -467373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -467373.125000 Penalty: 791.473633
	Iteration 76Q: 3 clusters Score -467373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -467373.125000 Penalty: 791.473633
	Iteration 77F: 3 clusters Score -467373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -16707.708984 Penalty: 261.597382
	Iteration 0F: 2 clusters Score -16707.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16323.582031 Penalty: 523.194763
	Iteration 0F: 3 clusters Score -16323.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16422.763672 Penalty: 523.194763
	Iteration 1F: 3 clusters Score -16422.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -16460.296875 Penalty: 523.194763
	Iteration 2F: 3 clusters Score -16460.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16478.119141 Penalty: 523.194763
	Iteration 3F: 3 clusters Score -16478.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16490.523438 Penalty: 523.194763
	Iteration 4Q: 3 clusters Score -16490.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -16498.796875 Penalty: 523.194763
	Iteration 5Q: 3 clusters Score -16498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16507.937500 Penalty: 523.194763
	Iteration 6Q: 3 clusters Score -16507.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16516.431641 Penalty: 523.194763
	Iteration 7Q: 3 clusters Score -16516.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -16520.445312 Penalty: 523.194763
	Iteration 8Q: 3 clusters Score -16520.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16522.029297 Penalty: 523.194763
	Iteration 9Q: 3 clusters Score -16522.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -16523.232422 Penalty: 523.194763
	Iteration 10Q: 3 clusters Score -16523.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16523.625000 Penalty: 523.194763
	Iteration 11Q: 3 clusters Score -16523.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16523.625000 Penalty: 523.194763
	Iteration 12F: 3 clusters Score -16523.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -25949.058594 Penalty: 273.735138
	Iteration 0F: 2 clusters Score -25949.06 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 218 members 
Entering Unmasked Estep 
Score: -25544.480469 Penalty: 547.470276
	Iteration 0F: 3 clusters Score -25544.48 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25681.462891 Penalty: 547.470276
	Iteration 1F: 3 clusters Score -25681.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -25730.167969 Penalty: 547.470276
	Iteration 2F: 3 clusters Score -25730.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -25762.806641 Penalty: 547.470276
	Iteration 3F: 3 clusters Score -25762.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -25793.156250 Penalty: 547.470276
	Iteration 4Q: 3 clusters Score -25793.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25809.019531 Penalty: 547.470276
	Iteration 5Q: 3 clusters Score -25809.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25821.570312 Penalty: 547.470276
	Iteration 6Q: 3 clusters Score -25821.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25827.613281 Penalty: 547.470276
	Iteration 7Q: 3 clusters Score -25827.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25830.742188 Penalty: 547.470276
	Iteration 8Q: 3 clusters Score -25830.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25833.751953 Penalty: 547.470276
	Iteration 9Q: 3 clusters Score -25833.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25833.751953 Penalty: 547.470276
	Iteration 10F: 3 clusters Score -25833.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -11074.826172 Penalty: 248.604355
	Iteration 0F: 2 clusters Score -11074.83 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 115 members 
Entering Unmasked Estep 
Score: -10824.421875 Penalty: 497.208710
	Iteration 0F: 3 clusters Score -10824.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10939.710938 Penalty: 497.208710
	Iteration 1F: 3 clusters Score -10939.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10974.179688 Penalty: 497.208710
	Iteration 2F: 3 clusters Score -10974.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11006.668945 Penalty: 497.208710
	Iteration 3F: 3 clusters Score -11006.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11032.326172 Penalty: 497.208710
	Iteration 4Q: 3 clusters Score -11032.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11070.226562 Penalty: 497.208710
	Iteration 5Q: 3 clusters Score -11070.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11081.285156 Penalty: 497.208710
	Iteration 6Q: 3 clusters Score -11081.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11086.990234 Penalty: 497.208710
	Iteration 7Q: 3 clusters Score -11086.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11088.634766 Penalty: 497.208710
	Iteration 8Q: 3 clusters Score -11088.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11089.666992 Penalty: 497.208710
	Iteration 9Q: 3 clusters Score -11089.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11089.666992 Penalty: 497.208710
	Iteration 10F: 3 clusters Score -11089.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 128 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 35106 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 108 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44287 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 39839 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Entering Unmasked Estep 
Score: -42169720.000000 Penalty: 41533.613281
Splitting cluster 15 changes total score from -42171044.000000 to -42169720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -404843.718750 Penalty: 393.318115
	Iteration 0F: 2 clusters Score -404843.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -400977.968750 Penalty: 786.636230
	Iteration 0F: 3 clusters Score -400978 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -402396.468750 Penalty: 786.636230
	Iteration 1F: 3 clusters Score -402396.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -402516.468750 Penalty: 786.636230
	Iteration 2F: 3 clusters Score -402516.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -402643.250000 Penalty: 786.636230
	Iteration 3F: 3 clusters Score -402643.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -402796.562500 Penalty: 786.636230
	Iteration 4F: 3 clusters Score -402796.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -402959.750000 Penalty: 786.636230
	Iteration 5F: 3 clusters Score -402959.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -403091.250000 Penalty: 786.636230
	Iteration 6F: 3 clusters Score -403091.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -403219.843750 Penalty: 786.636230
	Iteration 7Q: 3 clusters Score -403219.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -403340.093750 Penalty: 786.636230
	Iteration 8Q: 3 clusters Score -403340.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -403454.656250 Penalty: 786.636230
	Iteration 9Q: 3 clusters Score -403454.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -403560.343750 Penalty: 786.636230
	Iteration 10Q: 3 clusters Score -403560.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -403652.343750 Penalty: 786.636230
	Iteration 11Q: 3 clusters Score -403652.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -403721.500000 Penalty: 786.636230
	Iteration 12Q: 3 clusters Score -403721.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -403774.812500 Penalty: 786.636230
	Iteration 13Q: 3 clusters Score -403774.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -403820.687500 Penalty: 786.636230
	Iteration 14Q: 3 clusters Score -403820.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -403867.062500 Penalty: 786.636230
	Iteration 15Q: 3 clusters Score -403867.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -403909.593750 Penalty: 786.636230
	Iteration 16Q: 3 clusters Score -403909.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -403942.187500 Penalty: 786.636230
	Iteration 17Q: 3 clusters Score -403942.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403979.437500 Penalty: 786.636230
	Iteration 18Q: 3 clusters Score -403979.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -404035.718750 Penalty: 786.636230
	Iteration 19Q: 3 clusters Score -404035.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -404098.125000 Penalty: 786.636230
	Iteration 20F: 3 clusters Score -404098.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -404178.500000 Penalty: 786.636230
	Iteration 21Q: 3 clusters Score -404178.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -404263.500000 Penalty: 786.636230
	Iteration 22Q: 3 clusters Score -404263.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -404346.718750 Penalty: 786.636230
	Iteration 23Q: 3 clusters Score -404346.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -404415.375000 Penalty: 786.636230
	Iteration 24Q: 3 clusters Score -404415.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -404461.312500 Penalty: 786.636230
	Iteration 25Q: 3 clusters Score -404461.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -404494.093750 Penalty: 786.636230
	Iteration 26Q: 3 clusters Score -404494.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -404521.406250 Penalty: 786.636230
	Iteration 27Q: 3 clusters Score -404521.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -404540.718750 Penalty: 786.636230
	Iteration 28Q: 3 clusters Score -404540.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -404559.843750 Penalty: 786.636230
	Iteration 29Q: 3 clusters Score -404559.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -404571.312500 Penalty: 786.636230
	Iteration 30Q: 3 clusters Score -404571.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -404574.593750 Penalty: 786.636230
	Iteration 31Q: 3 clusters Score -404574.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -404579.937500 Penalty: 786.636230
	Iteration 32Q: 3 clusters Score -404579.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -404587.062500 Penalty: 786.636230
	Iteration 33Q: 3 clusters Score -404587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -404599.031250 Penalty: 786.636230
	Iteration 34Q: 3 clusters Score -404599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -404605.281250 Penalty: 786.636230
	Iteration 35Q: 3 clusters Score -404605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -404613.156250 Penalty: 786.636230
	Iteration 36Q: 3 clusters Score -404613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -404618.031250 Penalty: 786.636230
	Iteration 37Q: 3 clusters Score -404618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -404618.281250 Penalty: 786.636230
	Iteration 38Q: 3 clusters Score -404618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -404619.468750 Penalty: 786.636230
	Iteration 39Q: 3 clusters Score -404619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -404623.031250 Penalty: 786.636230
	Iteration 40F: 3 clusters Score -404623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -404628.062500 Penalty: 786.636230
	Iteration 41Q: 3 clusters Score -404628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -404629.156250 Penalty: 786.636230
	Iteration 42Q: 3 clusters Score -404629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -404630.156250 Penalty: 786.636230
	Iteration 43Q: 3 clusters Score -404630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -404631.250000 Penalty: 786.636230
	Iteration 44Q: 3 clusters Score -404631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -404631.562500 Penalty: 786.636230
	Iteration 45Q: 3 clusters Score -404631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -404631.562500 Penalty: 786.636230
	Iteration 46F: 3 clusters Score -404631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Entering Unmasked Estep 
Score: -2752684.750000 Penalty: 475.510040
	Iteration 0F: 2 clusters Score -2752685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2730020.000000 Penalty: 951.020081
	Iteration 0F: 3 clusters Score -2730020 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2740410.000000 Penalty: 951.020081
	Iteration 1F: 3 clusters Score -2740410 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2741629.000000 Penalty: 951.020081
	Iteration 2F: 3 clusters Score -2741629 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2743247.250000 Penalty: 951.020081
	Iteration 3F: 3 clusters Score -2743247 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2744997.000000 Penalty: 951.020081
	Iteration 4F: 3 clusters Score -2744997 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2746573.500000 Penalty: 951.020081
	Iteration 5F: 3 clusters Score -2746574 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2747815.000000 Penalty: 951.020081
	Iteration 6F: 3 clusters Score -2747815 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2748499.500000 Penalty: 951.020081
	Iteration 7Q: 3 clusters Score -2748500 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2748853.750000 Penalty: 951.020081
	Iteration 8Q: 3 clusters Score -2748854 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2749019.000000 Penalty: 951.020081
	Iteration 9Q: 3 clusters Score -2749019 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2749122.500000 Penalty: 951.020081
	Iteration 10Q: 3 clusters Score -2749122 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2749199.000000 Penalty: 951.020081
	Iteration 11Q: 3 clusters Score -2749199 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2749286.250000 Penalty: 951.020081
	Iteration 12Q: 3 clusters Score -2749286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2749330.750000 Penalty: 951.020081
	Iteration 13Q: 3 clusters Score -2749331 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2749387.500000 Penalty: 951.020081
	Iteration 14Q: 3 clusters Score -2749388 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2749403.250000 Penalty: 951.020081
	Iteration 15Q: 3 clusters Score -2749403 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2749429.500000 Penalty: 951.020081
	Iteration 16Q: 3 clusters Score -2749430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2749461.250000 Penalty: 951.020081
	Iteration 17Q: 3 clusters Score -2749461 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2749482.500000 Penalty: 951.020081
	Iteration 18Q: 3 clusters Score -2749482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2749490.000000 Penalty: 951.020081
	Iteration 19Q: 3 clusters Score -2749490 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2749505.000000 Penalty: 951.020081
	Iteration 20F: 3 clusters Score -2749505 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2749512.750000 Penalty: 951.020081
	Iteration 21Q: 3 clusters Score -2749513 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2749529.250000 Penalty: 951.020081
	Iteration 22Q: 3 clusters Score -2749529 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2749550.500000 Penalty: 951.020081
	Iteration 23Q: 3 clusters Score -2749550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2749569.500000 Penalty: 951.020081
	Iteration 24Q: 3 clusters Score -2749570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2749603.000000 Penalty: 951.020081
	Iteration 25Q: 3 clusters Score -2749603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2749619.750000 Penalty: 951.020081
	Iteration 26Q: 3 clusters Score -2749620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2749641.500000 Penalty: 951.020081
	Iteration 27Q: 3 clusters Score -2749642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2749657.250000 Penalty: 951.020081
	Iteration 28Q: 3 clusters Score -2749657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2749679.750000 Penalty: 951.020081
	Iteration 29Q: 3 clusters Score -2749680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2749708.250000 Penalty: 951.020081
	Iteration 30Q: 3 clusters Score -2749708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2749752.500000 Penalty: 951.020081
	Iteration 31Q: 3 clusters Score -2749752 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2749797.000000 Penalty: 951.020081
	Iteration 32Q: 3 clusters Score -2749797 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2749824.750000 Penalty: 951.020081
	Iteration 33Q: 3 clusters Score -2749825 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2749867.000000 Penalty: 951.020081
	Iteration 34Q: 3 clusters Score -2749867 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2749912.500000 Penalty: 951.020081
	Iteration 35Q: 3 clusters Score -2749912 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2749952.000000 Penalty: 951.020081
	Iteration 36Q: 3 clusters Score -2749952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2749973.500000 Penalty: 951.020081
	Iteration 37Q: 3 clusters Score -2749974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2749994.250000 Penalty: 951.020081
	Iteration 38Q: 3 clusters Score -2749994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2750007.750000 Penalty: 951.020081
	Iteration 39Q: 3 clusters Score -2750008 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2750034.250000 Penalty: 951.020081
	Iteration 40F: 3 clusters Score -2750034 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2750051.500000 Penalty: 951.020081
	Iteration 41Q: 3 clusters Score -2750052 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2750083.000000 Penalty: 951.020081
	Iteration 42Q: 3 clusters Score -2750083 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2750127.250000 Penalty: 951.020081
	Iteration 43Q: 3 clusters Score -2750127 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2750137.000000 Penalty: 951.020081
	Iteration 44Q: 3 clusters Score -2750137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2750147.250000 Penalty: 951.020081
	Iteration 45Q: 3 clusters Score -2750147 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2750159.250000 Penalty: 951.020081
	Iteration 46Q: 3 clusters Score -2750159 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2750198.250000 Penalty: 951.020081
	Iteration 47Q: 3 clusters Score -2750198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2750222.250000 Penalty: 951.020081
	Iteration 48Q: 3 clusters Score -2750222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2750251.250000 Penalty: 951.020081
	Iteration 49Q: 3 clusters Score -2750251 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2750256.250000 Penalty: 951.020081
	Iteration 50Q: 3 clusters Score -2750256 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2750292.000000 Penalty: 951.020081
	Iteration 51Q: 3 clusters Score -2750292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2750327.250000 Penalty: 951.020081
	Iteration 52Q: 3 clusters Score -2750327 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2750372.750000 Penalty: 951.020081
	Iteration 53Q: 3 clusters Score -2750373 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2750394.000000 Penalty: 951.020081
	Iteration 54Q: 3 clusters Score -2750394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2750451.250000 Penalty: 951.020081
	Iteration 55Q: 3 clusters Score -2750451 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2750501.750000 Penalty: 951.020081
	Iteration 56Q: 3 clusters Score -2750502 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2750558.500000 Penalty: 951.020081
	Iteration 57Q: 3 clusters Score -2750558 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2750612.000000 Penalty: 951.020081
	Iteration 58Q: 3 clusters Score -2750612 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2750673.000000 Penalty: 951.020081
	Iteration 59Q: 3 clusters Score -2750673 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2750760.750000 Penalty: 951.020081
	Iteration 60F: 3 clusters Score -2750761 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -2750872.750000 Penalty: 951.020081
	Iteration 61Q: 3 clusters Score -2750873 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -2751001.000000 Penalty: 951.020081
	Iteration 62Q: 3 clusters Score -2751001 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2751120.750000 Penalty: 951.020081
	Iteration 63Q: 3 clusters Score -2751121 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2751220.250000 Penalty: 951.020081
	Iteration 64Q: 3 clusters Score -2751220 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -2751330.250000 Penalty: 951.020081
	Iteration 65Q: 3 clusters Score -2751330 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -2751436.750000 Penalty: 951.020081
	Iteration 66Q: 3 clusters Score -2751437 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2751561.000000 Penalty: 951.020081
	Iteration 67Q: 3 clusters Score -2751561 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2751652.250000 Penalty: 951.020081
	Iteration 68Q: 3 clusters Score -2751652 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -2751737.000000 Penalty: 951.020081
	Iteration 69Q: 3 clusters Score -2751737 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -2751805.750000 Penalty: 951.020081
	Iteration 70Q: 3 clusters Score -2751806 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -2751852.750000 Penalty: 951.020081
	Iteration 71Q: 3 clusters Score -2751853 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -2751895.250000 Penalty: 951.020081
	Iteration 72Q: 3 clusters Score -2751895 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -2751953.250000 Penalty: 951.020081
	Iteration 73Q: 3 clusters Score -2751953 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -2752010.750000 Penalty: 951.020081
	Iteration 74Q: 3 clusters Score -2752011 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -2752052.750000 Penalty: 951.020081
	Iteration 75Q: 3 clusters Score -2752053 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -2752078.000000 Penalty: 951.020081
	Iteration 76Q: 3 clusters Score -2752078 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -2752106.500000 Penalty: 951.020081
	Iteration 77Q: 3 clusters Score -2752106 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -2752186.000000 Penalty: 951.020081
	Iteration 78Q: 3 clusters Score -2752186 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -2752245.500000 Penalty: 951.020081
	Iteration 79Q: 3 clusters Score -2752246 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -2752310.000000 Penalty: 951.020081
	Iteration 80F: 3 clusters Score -2752310 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -2752390.000000 Penalty: 951.020081
	Iteration 81Q: 3 clusters Score -2752390 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -2752428.000000 Penalty: 951.020081
	Iteration 82Q: 3 clusters Score -2752428 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -2752456.750000 Penalty: 951.020081
	Iteration 83Q: 3 clusters Score -2752457 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -2752494.500000 Penalty: 951.020081
	Iteration 84Q: 3 clusters Score -2752494 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -2752508.250000 Penalty: 951.020081
	Iteration 85Q: 3 clusters Score -2752508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -2752510.500000 Penalty: 951.020081
	Iteration 86Q: 3 clusters Score -2752510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -2752515.750000 Penalty: 951.020081
	Iteration 87Q: 3 clusters Score -2752516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -2752517.750000 Penalty: 951.020081
	Iteration 88Q: 3 clusters Score -2752518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -2752536.250000 Penalty: 951.020081
	Iteration 89Q: 3 clusters Score -2752536 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -2752544.750000 Penalty: 951.020081
	Iteration 90Q: 3 clusters Score -2752545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -2752545.000000 Penalty: 951.020081
	Iteration 91Q: 3 clusters Score -2752545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -2752549.500000 Penalty: 951.020081
	Iteration 92Q: 3 clusters Score -2752550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -2752550.000000 Penalty: 951.020081
	Iteration 93Q: 3 clusters Score -2752550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -2752539.250000 Penalty: 951.020081
	Iteration 94Q: 3 clusters Score -2752539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -2752537.000000 Penalty: 951.020081
	Iteration 95Q: 3 clusters Score -2752537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -2752530.000000 Penalty: 951.020081
	Iteration 96Q: 3 clusters Score -2752530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -2752535.250000 Penalty: 951.020081
	Iteration 97Q: 3 clusters Score -2752535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -2752527.500000 Penalty: 951.020081
	Iteration 98Q: 3 clusters Score -2752528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -2752530.000000 Penalty: 951.020081
	Iteration 99Q: 3 clusters Score -2752530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -2752531.500000 Penalty: 951.020081
	Iteration 100F: 3 clusters Score -2752532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -2752525.750000 Penalty: 951.020081
	Iteration 101Q: 3 clusters Score -2752526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -2752521.500000 Penalty: 951.020081
	Iteration 102Q: 3 clusters Score -2752522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -2752523.250000 Penalty: 951.020081
	Iteration 103Q: 3 clusters Score -2752523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -2752526.500000 Penalty: 951.020081
	Iteration 104Q: 3 clusters Score -2752526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -2752532.250000 Penalty: 951.020081
	Iteration 105Q: 3 clusters Score -2752532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -2752536.000000 Penalty: 951.020081
	Iteration 106Q: 3 clusters Score -2752536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -2752539.250000 Penalty: 951.020081
	Iteration 107Q: 3 clusters Score -2752539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -2752540.000000 Penalty: 951.020081
	Iteration 108Q: 3 clusters Score -2752540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -2752542.000000 Penalty: 951.020081
	Iteration 109Q: 3 clusters Score -2752542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -2752543.000000 Penalty: 951.020081
	Iteration 110Q: 3 clusters Score -2752543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -2752544.250000 Penalty: 951.020081
	Iteration 111Q: 3 clusters Score -2752544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -2752545.500000 Penalty: 951.020081
	Iteration 112Q: 3 clusters Score -2752546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -2752549.250000 Penalty: 951.020081
	Iteration 113Q: 3 clusters Score -2752549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -2752550.750000 Penalty: 951.020081
	Iteration 114Q: 3 clusters Score -2752551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -2752555.000000 Penalty: 951.020081
	Iteration 115Q: 3 clusters Score -2752555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -2752555.000000 Penalty: 951.020081
	Iteration 116Q: 3 clusters Score -2752555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -2752553.500000 Penalty: 951.020081
	Iteration 117Q: 3 clusters Score -2752554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -2752555.750000 Penalty: 951.020081
	Iteration 118Q: 3 clusters Score -2752556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -2752556.500000 Penalty: 951.020081
	Iteration 119Q: 3 clusters Score -2752556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -2752557.750000 Penalty: 951.020081
	Iteration 120F: 3 clusters Score -2752558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -1553627.250000 Penalty: 450.769928
	Iteration 0F: 2 clusters Score -1553627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1540304.000000 Penalty: 901.539856
	Iteration 0F: 3 clusters Score -1540304 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1545629.625000 Penalty: 901.539856
	Iteration 1F: 3 clusters Score -1545630 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1545823.625000 Penalty: 901.539856
	Iteration 2Q: 3 clusters Score -1545824 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1546046.750000 Penalty: 901.539856
	Iteration 3Q: 3 clusters Score -1546047 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1546344.375000 Penalty: 901.539856
	Iteration 4Q: 3 clusters Score -1546344 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1546794.875000 Penalty: 901.539856
	Iteration 5Q: 3 clusters Score -1546795 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1547491.375000 Penalty: 901.539856
	Iteration 6F: 3 clusters Score -1547491 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1548519.000000 Penalty: 901.539856
	Iteration 7F: 3 clusters Score -1548519 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1549474.500000 Penalty: 901.539856
	Iteration 8F: 3 clusters Score -1549474 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1550072.250000 Penalty: 901.539856
	Iteration 9F: 3 clusters Score -1550072 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1550368.250000 Penalty: 901.539856
	Iteration 10Q: 3 clusters Score -1550368 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1550555.125000 Penalty: 901.539856
	Iteration 11Q: 3 clusters Score -1550555 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1550690.375000 Penalty: 901.539856
	Iteration 12Q: 3 clusters Score -1550690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1550810.125000 Penalty: 901.539856
	Iteration 13Q: 3 clusters Score -1550810 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1550915.875000 Penalty: 901.539856
	Iteration 14Q: 3 clusters Score -1550916 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1551002.250000 Penalty: 901.539856
	Iteration 15Q: 3 clusters Score -1551002 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1551090.875000 Penalty: 901.539856
	Iteration 16Q: 3 clusters Score -1551091 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1551177.000000 Penalty: 901.539856
	Iteration 17Q: 3 clusters Score -1551177 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1551278.625000 Penalty: 901.539856
	Iteration 18Q: 3 clusters Score -1551279 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1551388.625000 Penalty: 901.539856
	Iteration 19Q: 3 clusters Score -1551389 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1551512.375000 Penalty: 901.539856
	Iteration 20F: 3 clusters Score -1551512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1551629.000000 Penalty: 901.539856
	Iteration 21Q: 3 clusters Score -1551629 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1551758.875000 Penalty: 901.539856
	Iteration 22Q: 3 clusters Score -1551759 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1551884.875000 Penalty: 901.539856
	Iteration 23Q: 3 clusters Score -1551885 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1552004.625000 Penalty: 901.539856
	Iteration 24Q: 3 clusters Score -1552005 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1552127.500000 Penalty: 901.539856
	Iteration 25Q: 3 clusters Score -1552128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1552227.000000 Penalty: 901.539856
	Iteration 26Q: 3 clusters Score -1552227 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1552353.500000 Penalty: 901.539856
	Iteration 27Q: 3 clusters Score -1552354 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1552486.625000 Penalty: 901.539856
	Iteration 28Q: 3 clusters Score -1552487 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1552599.875000 Penalty: 901.539856
	Iteration 29Q: 3 clusters Score -1552600 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1552708.875000 Penalty: 901.539856
	Iteration 30Q: 3 clusters Score -1552709 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1552814.625000 Penalty: 901.539856
	Iteration 31Q: 3 clusters Score -1552815 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1552917.750000 Penalty: 901.539856
	Iteration 32Q: 3 clusters Score -1552918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1552990.625000 Penalty: 901.539856
	Iteration 33Q: 3 clusters Score -1552991 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1553049.875000 Penalty: 901.539856
	Iteration 34Q: 3 clusters Score -1553050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -1553086.125000 Penalty: 901.539856
	Iteration 35Q: 3 clusters Score -1553086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1553118.750000 Penalty: 901.539856
	Iteration 36Q: 3 clusters Score -1553119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1553140.625000 Penalty: 901.539856
	Iteration 37Q: 3 clusters Score -1553141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1553172.625000 Penalty: 901.539856
	Iteration 38Q: 3 clusters Score -1553173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1553190.875000 Penalty: 901.539856
	Iteration 39Q: 3 clusters Score -1553191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -1553212.750000 Penalty: 901.539856
	Iteration 40F: 3 clusters Score -1553213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1553224.500000 Penalty: 901.539856
	Iteration 41Q: 3 clusters Score -1553224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1553233.625000 Penalty: 901.539856
	Iteration 42Q: 3 clusters Score -1553234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1553239.000000 Penalty: 901.539856
	Iteration 43Q: 3 clusters Score -1553239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1553241.375000 Penalty: 901.539856
	Iteration 44Q: 3 clusters Score -1553241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -1553241.250000 Penalty: 901.539856
	Iteration 45Q: 3 clusters Score -1553241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1553242.750000 Penalty: 901.539856
	Iteration 46Q: 3 clusters Score -1553243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -1553245.375000 Penalty: 901.539856
	Iteration 47Q: 3 clusters Score -1553245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1553248.000000 Penalty: 901.539856
	Iteration 48Q: 3 clusters Score -1553248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1553247.500000 Penalty: 901.539856
	Iteration 49Q: 3 clusters Score -1553248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1553247.500000 Penalty: 901.539856
	Iteration 50F: 3 clusters Score -1553248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Entering Unmasked Estep 
Score: -1765145.250000 Penalty: 454.775391
	Iteration 0F: 2 clusters Score -1765145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1750907.875000 Penalty: 909.550781
	Iteration 0F: 3 clusters Score -1750908 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1757152.250000 Penalty: 909.550781
	Iteration 1F: 3 clusters Score -1757152 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1757665.250000 Penalty: 909.550781
	Iteration 2F: 3 clusters Score -1757665 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1758194.250000 Penalty: 909.550781
	Iteration 3F: 3 clusters Score -1758194 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1758860.625000 Penalty: 909.550781
	Iteration 4F: 3 clusters Score -1758861 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1759701.125000 Penalty: 909.550781
	Iteration 5F: 3 clusters Score -1759701 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1760704.250000 Penalty: 909.550781
	Iteration 6F: 3 clusters Score -1760704 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1761779.250000 Penalty: 909.550781
	Iteration 7F: 3 clusters Score -1761779 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1762620.125000 Penalty: 909.550781
	Iteration 8Q: 3 clusters Score -1762620 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1763171.875000 Penalty: 909.550781
	Iteration 9Q: 3 clusters Score -1763172 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1763554.000000 Penalty: 909.550781
	Iteration 10Q: 3 clusters Score -1763554 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -1763832.000000 Penalty: 909.550781
	Iteration 11Q: 3 clusters Score -1763832 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -1764060.500000 Penalty: 909.550781
	Iteration 12Q: 3 clusters Score -1764060 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1764299.625000 Penalty: 909.550781
	Iteration 13Q: 3 clusters Score -1764300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1764489.500000 Penalty: 909.550781
	Iteration 14Q: 3 clusters Score -1764490 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -1764622.875000 Penalty: 909.550781
	Iteration 15Q: 3 clusters Score -1764623 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -1764680.375000 Penalty: 909.550781
	Iteration 16Q: 3 clusters Score -1764680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1764711.125000 Penalty: 909.550781
	Iteration 17Q: 3 clusters Score -1764711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1764732.750000 Penalty: 909.550781
	Iteration 18Q: 3 clusters Score -1764733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1764752.750000 Penalty: 909.550781
	Iteration 19Q: 3 clusters Score -1764753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -1764758.375000 Penalty: 909.550781
	Iteration 20F: 3 clusters Score -1764758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1764771.875000 Penalty: 909.550781
	Iteration 21Q: 3 clusters Score -1764772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -1764776.750000 Penalty: 909.550781
	Iteration 22Q: 3 clusters Score -1764777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -1764782.250000 Penalty: 909.550781
	Iteration 23Q: 3 clusters Score -1764782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1764784.250000 Penalty: 909.550781
	Iteration 24Q: 3 clusters Score -1764784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -1764787.375000 Penalty: 909.550781
	Iteration 25Q: 3 clusters Score -1764787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -1764788.250000 Penalty: 909.550781
	Iteration 26Q: 3 clusters Score -1764788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1764788.750000 Penalty: 909.550781
	Iteration 27Q: 3 clusters Score -1764789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -1764791.375000 Penalty: 909.550781
	Iteration 28Q: 3 clusters Score -1764791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -1764792.125000 Penalty: 909.550781
	Iteration 29Q: 3 clusters Score -1764792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -1764795.250000 Penalty: 909.550781
	Iteration 30Q: 3 clusters Score -1764795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -1764799.500000 Penalty: 909.550781
	Iteration 31Q: 3 clusters Score -1764800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -1764802.750000 Penalty: 909.550781
	Iteration 32Q: 3 clusters Score -1764803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1764802.250000 Penalty: 909.550781
	Iteration 33Q: 3 clusters Score -1764802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1764801.125000 Penalty: 909.550781
	Iteration 34Q: 3 clusters Score -1764801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1764801.125000 Penalty: 909.550781
	Iteration 35F: 3 clusters Score -1764801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6427.411621 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6427.412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6208.823242 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6208.823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6284.591309 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6284.591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6301.675293 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -6301.675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6308.472656 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6308.473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6314.625488 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -6314.625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6316.313477 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -6316.313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6316.313477 Penalty: 426.073944
	Iteration 6F: 3 clusters Score -6316.313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -625411.812500 Penalty: 410.581512
	Iteration 0F: 2 clusters Score -625411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -619817.187500 Penalty: 821.163025
	Iteration 0F: 3 clusters Score -619817.2 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -622193.562500 Penalty: 821.163025
	Iteration 1F: 3 clusters Score -622193.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -622456.500000 Penalty: 821.163025
	Iteration 2F: 3 clusters Score -622456.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -622822.625000 Penalty: 821.163025
	Iteration 3F: 3 clusters Score -622822.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -623308.437500 Penalty: 821.163025
	Iteration 4F: 3 clusters Score -623308.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -623847.750000 Penalty: 821.163025
	Iteration 5F: 3 clusters Score -623847.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -624416.500000 Penalty: 821.163025
	Iteration 6F: 3 clusters Score -624416.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -624805.125000 Penalty: 821.163025
	Iteration 7Q: 3 clusters Score -624805.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -624967.687500 Penalty: 821.163025
	Iteration 8Q: 3 clusters Score -624967.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -625029.625000 Penalty: 821.163025
	Iteration 9Q: 3 clusters Score -625029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -625052.875000 Penalty: 821.163025
	Iteration 10Q: 3 clusters Score -625052.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -625070.875000 Penalty: 821.163025
	Iteration 11Q: 3 clusters Score -625070.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -625091.437500 Penalty: 821.163025
	Iteration 12Q: 3 clusters Score -625091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -625102.312500 Penalty: 821.163025
	Iteration 13Q: 3 clusters Score -625102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -625109.437500 Penalty: 821.163025
	Iteration 14Q: 3 clusters Score -625109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -625113.687500 Penalty: 821.163025
	Iteration 15Q: 3 clusters Score -625113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -625118.625000 Penalty: 821.163025
	Iteration 16Q: 3 clusters Score -625118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -625119.187500 Penalty: 821.163025
	Iteration 17Q: 3 clusters Score -625119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -625119.187500 Penalty: 821.163025
	Iteration 18F: 3 clusters Score -625119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Entering Unmasked Estep 
Score: -5701.358398 Penalty: 218.954391
	Iteration 0F: 2 clusters Score -5701.358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5495.235840 Penalty: 437.908783
	Iteration 0F: 3 clusters Score -5495.236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -5578.681641 Penalty: 437.908783
	Iteration 1F: 3 clusters Score -5578.682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5611.162598 Penalty: 437.908783
	Iteration 2F: 3 clusters Score -5611.163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -5621.598145 Penalty: 437.908783
	Iteration 3Q: 3 clusters Score -5621.598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -5622.649414 Penalty: 437.908783
	Iteration 4Q: 3 clusters Score -5622.649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5624.140137 Penalty: 437.908783
	Iteration 5Q: 3 clusters Score -5624.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5625.571777 Penalty: 437.908783
	Iteration 6Q: 3 clusters Score -5625.572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5628.470703 Penalty: 437.908783
	Iteration 7Q: 3 clusters Score -5628.471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5628.470703 Penalty: 437.908783
	Iteration 8F: 3 clusters Score -5628.471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -242973.625000 Penalty: 368.626343
	Iteration 0F: 2 clusters Score -242973.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -240735.796875 Penalty: 737.252686
	Iteration 0F: 3 clusters Score -240735.8 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -241503.750000 Penalty: 737.252686
	Iteration 1F: 3 clusters Score -241503.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -241645.734375 Penalty: 737.252686
	Iteration 2F: 3 clusters Score -241645.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -241828.468750 Penalty: 737.252686
	Iteration 3F: 3 clusters Score -241828.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -242061.828125 Penalty: 737.252686
	Iteration 4F: 3 clusters Score -242061.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -242287.890625 Penalty: 737.252686
	Iteration 5F: 3 clusters Score -242287.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -242454.453125 Penalty: 737.252686
	Iteration 6Q: 3 clusters Score -242454.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -242549.703125 Penalty: 737.252686
	Iteration 7Q: 3 clusters Score -242549.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -242596.390625 Penalty: 737.252686
	Iteration 8Q: 3 clusters Score -242596.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -242616.421875 Penalty: 737.252686
	Iteration 9Q: 3 clusters Score -242616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -242626.093750 Penalty: 737.252686
	Iteration 10Q: 3 clusters Score -242626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -242626.093750 Penalty: 737.252686
	Iteration 11F: 3 clusters Score -242626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -3170.973389 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -3170.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2913.280518 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -2913.281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -2970.569580 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -2970.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2992.638428 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -2992.638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3001.678711 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -3001.679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3005.231445 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -3005.231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3010.173584 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -3010.174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3012.182617 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -3012.183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3012.182617 Penalty: 476.998962
	Iteration 7F: 3 clusters Score -3012.183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Entering Unmasked Estep 
Score: -1443216.250000 Penalty: 444.934235
	Iteration 0F: 2 clusters Score -1443216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1431650.875000 Penalty: 889.868469
	Iteration 0F: 3 clusters Score -1431651 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1436882.375000 Penalty: 889.868469
	Iteration 1F: 3 clusters Score -1436882 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1437611.125000 Penalty: 889.868469
	Iteration 2F: 3 clusters Score -1437611 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1438852.625000 Penalty: 889.868469
	Iteration 3F: 3 clusters Score -1438853 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1440594.125000 Penalty: 889.868469
	Iteration 4F: 3 clusters Score -1440594 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1441817.625000 Penalty: 889.868469
	Iteration 5F: 3 clusters Score -1441818 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1442267.625000 Penalty: 889.868469
	Iteration 6Q: 3 clusters Score -1442268 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1442448.750000 Penalty: 889.868469
	Iteration 7Q: 3 clusters Score -1442449 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1442525.000000 Penalty: 889.868469
	Iteration 8Q: 3 clusters Score -1442525 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1442583.625000 Penalty: 889.868469
	Iteration 9Q: 3 clusters Score -1442584 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1442646.625000 Penalty: 889.868469
	Iteration 10Q: 3 clusters Score -1442647 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1442661.500000 Penalty: 889.868469
	Iteration 11Q: 3 clusters Score -1442662 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1442678.750000 Penalty: 889.868469
	Iteration 12Q: 3 clusters Score -1442679 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1442685.250000 Penalty: 889.868469
	Iteration 13Q: 3 clusters Score -1442685 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1442675.250000 Penalty: 889.868469
	Iteration 14Q: 3 clusters Score -1442675 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1442679.750000 Penalty: 889.868469
	Iteration 15Q: 3 clusters Score -1442680 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1442644.875000 Penalty: 889.868469
	Iteration 16Q: 3 clusters Score -1442645 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1442671.000000 Penalty: 889.868469
	Iteration 17Q: 3 clusters Score -1442671 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1442691.750000 Penalty: 889.868469
	Iteration 18Q: 3 clusters Score -1442692 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1442672.375000 Penalty: 889.868469
	Iteration 19Q: 3 clusters Score -1442672 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1442677.500000 Penalty: 889.868469
	Iteration 20F: 3 clusters Score -1442678 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1442672.625000 Penalty: 889.868469
	Iteration 21Q: 3 clusters Score -1442673 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1442665.875000 Penalty: 889.868469
	Iteration 22Q: 3 clusters Score -1442666 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1442660.500000 Penalty: 889.868469
	Iteration 23Q: 3 clusters Score -1442660 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1442662.375000 Penalty: 889.868469
	Iteration 24Q: 3 clusters Score -1442662 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1442688.125000 Penalty: 889.868469
	Iteration 25Q: 3 clusters Score -1442688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1442677.000000 Penalty: 889.868469
	Iteration 26Q: 3 clusters Score -1442677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1442697.750000 Penalty: 889.868469
	Iteration 27Q: 3 clusters Score -1442698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1442692.000000 Penalty: 889.868469
	Iteration 28Q: 3 clusters Score -1442692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1442698.500000 Penalty: 889.868469
	Iteration 29Q: 3 clusters Score -1442698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1442691.750000 Penalty: 889.868469
	Iteration 30Q: 3 clusters Score -1442692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1442695.875000 Penalty: 889.868469
	Iteration 31Q: 3 clusters Score -1442696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1442696.625000 Penalty: 889.868469
	Iteration 32Q: 3 clusters Score -1442697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1442698.250000 Penalty: 889.868469
	Iteration 33Q: 3 clusters Score -1442698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1442698.125000 Penalty: 889.868469
	Iteration 34Q: 3 clusters Score -1442698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1442695.500000 Penalty: 889.868469
	Iteration 35Q: 3 clusters Score -1442696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1442694.500000 Penalty: 889.868469
	Iteration 36Q: 3 clusters Score -1442694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1442695.125000 Penalty: 889.868469
	Iteration 37Q: 3 clusters Score -1442695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1442690.500000 Penalty: 889.868469
	Iteration 38Q: 3 clusters Score -1442690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1442694.000000 Penalty: 889.868469
	Iteration 39Q: 3 clusters Score -1442694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1442695.750000 Penalty: 889.868469
	Iteration 40F: 3 clusters Score -1442696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1442694.000000 Penalty: 889.868469
	Iteration 41Q: 3 clusters Score -1442694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1442691.500000 Penalty: 889.868469
	Iteration 42Q: 3 clusters Score -1442692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1442690.375000 Penalty: 889.868469
	Iteration 43Q: 3 clusters Score -1442690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1442692.000000 Penalty: 889.868469
	Iteration 44Q: 3 clusters Score -1442692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1442690.500000 Penalty: 889.868469
	Iteration 45Q: 3 clusters Score -1442690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1442689.125000 Penalty: 889.868469
	Iteration 46Q: 3 clusters Score -1442689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1442689.500000 Penalty: 889.868469
	Iteration 47Q: 3 clusters Score -1442690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1442689.500000 Penalty: 889.868469
	Iteration 48F: 3 clusters Score -1442690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -62521.277344 Penalty: 309.051666
	Iteration 0F: 2 clusters Score -62521.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61764.328125 Penalty: 618.103333
	Iteration 0F: 3 clusters Score -61764.33 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61989.019531 Penalty: 618.103333
	Iteration 1F: 3 clusters Score -61989.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62057.816406 Penalty: 618.103333
	Iteration 2F: 3 clusters Score -62057.82 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62109.675781 Penalty: 618.103333
	Iteration 3F: 3 clusters Score -62109.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62180.914062 Penalty: 618.103333
	Iteration 4F: 3 clusters Score -62180.91 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62228.660156 Penalty: 618.103333
	Iteration 5F: 3 clusters Score -62228.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62257.800781 Penalty: 618.103333
	Iteration 6Q: 3 clusters Score -62257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62271.980469 Penalty: 618.103333
	Iteration 7Q: 3 clusters Score -62271.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62281.679688 Penalty: 618.103333
	Iteration 8Q: 3 clusters Score -62281.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -62287.832031 Penalty: 618.103333
	Iteration 9Q: 3 clusters Score -62287.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62292.683594 Penalty: 618.103333
	Iteration 10Q: 3 clusters Score -62292.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62296.773438 Penalty: 618.103333
	Iteration 11Q: 3 clusters Score -62296.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62301.324219 Penalty: 618.103333
	Iteration 12Q: 3 clusters Score -62301.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62302.878906 Penalty: 618.103333
	Iteration 13Q: 3 clusters Score -62302.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62303.500000 Penalty: 618.103333
	Iteration 14Q: 3 clusters Score -62303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62305.949219 Penalty: 618.103333
	Iteration 15Q: 3 clusters Score -62305.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62308.933594 Penalty: 618.103333
	Iteration 16Q: 3 clusters Score -62308.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62309.605469 Penalty: 618.103333
	Iteration 17Q: 3 clusters Score -62309.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62309.605469 Penalty: 618.103333
	Iteration 18F: 3 clusters Score -62309.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -55481.089844 Penalty: 305.824860
	Iteration 0F: 2 clusters Score -55481.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54792.246094 Penalty: 611.649719
	Iteration 0F: 3 clusters Score -54792.25 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55009.566406 Penalty: 611.649719
	Iteration 1F: 3 clusters Score -55009.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55085.886719 Penalty: 611.649719
	Iteration 2F: 3 clusters Score -55085.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55147.367188 Penalty: 611.649719
	Iteration 3F: 3 clusters Score -55147.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55183.941406 Penalty: 611.649719
	Iteration 4F: 3 clusters Score -55183.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -55228.867188 Penalty: 611.649719
	Iteration 5F: 3 clusters Score -55228.87 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55259.218750 Penalty: 611.649719
	Iteration 6Q: 3 clusters Score -55259.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55278.765625 Penalty: 611.649719
	Iteration 7Q: 3 clusters Score -55278.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -55295.265625 Penalty: 611.649719
	Iteration 8Q: 3 clusters Score -55295.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55303.140625 Penalty: 611.649719
	Iteration 9Q: 3 clusters Score -55303.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -55307.316406 Penalty: 611.649719
	Iteration 10Q: 3 clusters Score -55307.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55309.289062 Penalty: 611.649719
	Iteration 11Q: 3 clusters Score -55309.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55310.851562 Penalty: 611.649719
	Iteration 12Q: 3 clusters Score -55310.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55310.957031 Penalty: 611.649719
	Iteration 13Q: 3 clusters Score -55310.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55312.691406 Penalty: 611.649719
	Iteration 14Q: 3 clusters Score -55312.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55313.125000 Penalty: 611.649719
	Iteration 15Q: 3 clusters Score -55313.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55313.277344 Penalty: 611.649719
	Iteration 16Q: 3 clusters Score -55313.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -55313.277344 Penalty: 611.649719
	Iteration 17F: 3 clusters Score -55313.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -24503.169922 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -24503.17 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 193 members 
Entering Unmasked Estep 
Score: -24116.677734 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -24116.68 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24214.980469 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -24214.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24250.572266 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -24250.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24263.343750 Penalty: 540.555603
	Iteration 3Q: 3 clusters Score -24263.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24269.390625 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -24269.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24270.500000 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -24270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24272.193359 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -24272.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24273.353516 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -24273.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24273.353516 Penalty: 540.555603
	Iteration 8F: 3 clusters Score -24273.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Entering Unmasked Estep 
Score: -521410.125000 Penalty: 400.780762
	Iteration 0F: 2 clusters Score -521410.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -516965.062500 Penalty: 801.561523
	Iteration 0F: 3 clusters Score -516965.1 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -518641.125000 Penalty: 801.561523
	Iteration 1F: 3 clusters Score -518641.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -518737.593750 Penalty: 801.561523
	Iteration 2Q: 3 clusters Score -518737.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -518864.093750 Penalty: 801.561523
	Iteration 3Q: 3 clusters Score -518864.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -519062.031250 Penalty: 801.561523
	Iteration 4Q: 3 clusters Score -519062 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -519335.812500 Penalty: 801.561523
	Iteration 5F: 3 clusters Score -519335.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -519655.656250 Penalty: 801.561523
	Iteration 6F: 3 clusters Score -519655.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -519970.937500 Penalty: 801.561523
	Iteration 7F: 3 clusters Score -519970.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -520199.187500 Penalty: 801.561523
	Iteration 8Q: 3 clusters Score -520199.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -520352.562500 Penalty: 801.561523
	Iteration 9Q: 3 clusters Score -520352.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -520486.250000 Penalty: 801.561523
	Iteration 10Q: 3 clusters Score -520486.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -520575.562500 Penalty: 801.561523
	Iteration 11Q: 3 clusters Score -520575.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -520653.906250 Penalty: 801.561523
	Iteration 12Q: 3 clusters Score -520653.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -520744.750000 Penalty: 801.561523
	Iteration 13Q: 3 clusters Score -520744.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -520821.343750 Penalty: 801.561523
	Iteration 14Q: 3 clusters Score -520821.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -520889.781250 Penalty: 801.561523
	Iteration 15Q: 3 clusters Score -520889.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -520959.843750 Penalty: 801.561523
	Iteration 16Q: 3 clusters Score -520959.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -521009.437500 Penalty: 801.561523
	Iteration 17Q: 3 clusters Score -521009.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -521036.968750 Penalty: 801.561523
	Iteration 18Q: 3 clusters Score -521037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -521057.906250 Penalty: 801.561523
	Iteration 19Q: 3 clusters Score -521057.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -521075.031250 Penalty: 801.561523
	Iteration 20F: 3 clusters Score -521075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -521092.031250 Penalty: 801.561523
	Iteration 21Q: 3 clusters Score -521092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -521097.593750 Penalty: 801.561523
	Iteration 22Q: 3 clusters Score -521097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -521106.093750 Penalty: 801.561523
	Iteration 23Q: 3 clusters Score -521106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -521113.812500 Penalty: 801.561523
	Iteration 24Q: 3 clusters Score -521113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -521121.000000 Penalty: 801.561523
	Iteration 25Q: 3 clusters Score -521121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -521129.281250 Penalty: 801.561523
	Iteration 26Q: 3 clusters Score -521129.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -521135.218750 Penalty: 801.561523
	Iteration 27Q: 3 clusters Score -521135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -521139.437500 Penalty: 801.561523
	Iteration 28Q: 3 clusters Score -521139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -521139.562500 Penalty: 801.561523
	Iteration 29Q: 3 clusters Score -521139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -521139.750000 Penalty: 801.561523
	Iteration 30Q: 3 clusters Score -521139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -521140.156250 Penalty: 801.561523
	Iteration 31Q: 3 clusters Score -521140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -521140.906250 Penalty: 801.561523
	Iteration 32Q: 3 clusters Score -521140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -521141.500000 Penalty: 801.561523
	Iteration 33Q: 3 clusters Score -521141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -521142.062500 Penalty: 801.561523
	Iteration 34Q: 3 clusters Score -521142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -521141.812500 Penalty: 801.561523
	Iteration 35Q: 3 clusters Score -521141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -521142.062500 Penalty: 801.561523
	Iteration 36Q: 3 clusters Score -521142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -521142.750000 Penalty: 801.561523
	Iteration 37Q: 3 clusters Score -521142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -521142.750000 Penalty: 801.561523
	Iteration 38F: 3 clusters Score -521142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Entering Unmasked Estep 
Score: -2840920.250000 Penalty: 476.208801
	Iteration 0F: 2 clusters Score -2840920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2821006.250000 Penalty: 952.417603
	Iteration 0F: 3 clusters Score -2821006 nChanged 16909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2830970.750000 Penalty: 952.417603
	Iteration 1F: 3 clusters Score -2830971 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2831480.250000 Penalty: 952.417603
	Iteration 2Q: 3 clusters Score -2831480 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2832286.250000 Penalty: 952.417603
	Iteration 3Q: 3 clusters Score -2832286 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2833725.000000 Penalty: 952.417603
	Iteration 4F: 3 clusters Score -2833725 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2835907.500000 Penalty: 952.417603
	Iteration 5F: 3 clusters Score -2835908 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2838343.750000 Penalty: 952.417603
	Iteration 6F: 3 clusters Score -2838344 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2840078.250000 Penalty: 952.417603
	Iteration 7F: 3 clusters Score -2840078 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2841073.000000 Penalty: 952.417603
	Iteration 8Q: 3 clusters Score -2841073 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2841845.000000 Penalty: 952.417603
	Iteration 9Q: 3 clusters Score -2841845 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2842525.750000 Penalty: 952.417603
	Iteration 10Q: 3 clusters Score -2842526 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2843019.250000 Penalty: 952.417603
	Iteration 11Q: 3 clusters Score -2843019 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2843344.250000 Penalty: 952.417603
	Iteration 12Q: 3 clusters Score -2843344 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2843488.250000 Penalty: 952.417603
	Iteration 13Q: 3 clusters Score -2843488 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2843552.250000 Penalty: 952.417603
	Iteration 14Q: 3 clusters Score -2843552 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2843598.500000 Penalty: 952.417603
	Iteration 15Q: 3 clusters Score -2843598 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2843598.000000 Penalty: 952.417603
	Iteration 16Q: 3 clusters Score -2843598 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2843614.250000 Penalty: 952.417603
	Iteration 17Q: 3 clusters Score -2843614 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2843604.250000 Penalty: 952.417603
	Iteration 18Q: 3 clusters Score -2843604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2843606.250000 Penalty: 952.417603
	Iteration 19Q: 3 clusters Score -2843606 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2843630.000000 Penalty: 952.417603
	Iteration 20F: 3 clusters Score -2843630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2843634.500000 Penalty: 952.417603
	Iteration 21Q: 3 clusters Score -2843634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2843636.500000 Penalty: 952.417603
	Iteration 22Q: 3 clusters Score -2843636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2843669.500000 Penalty: 952.417603
	Iteration 23Q: 3 clusters Score -2843670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2843641.500000 Penalty: 952.417603
	Iteration 24Q: 3 clusters Score -2843642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2843641.250000 Penalty: 952.417603
	Iteration 25Q: 3 clusters Score -2843641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2843651.250000 Penalty: 952.417603
	Iteration 26Q: 3 clusters Score -2843651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2843665.250000 Penalty: 952.417603
	Iteration 27Q: 3 clusters Score -2843665 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -2843686.500000 Penalty: 952.417603
	Iteration 28Q: 3 clusters Score -2843686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2843671.000000 Penalty: 952.417603
	Iteration 29Q: 3 clusters Score -2843671 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2843670.250000 Penalty: 952.417603
	Iteration 30Q: 3 clusters Score -2843670 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2843665.500000 Penalty: 952.417603
	Iteration 31Q: 3 clusters Score -2843666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2843652.750000 Penalty: 952.417603
	Iteration 32Q: 3 clusters Score -2843653 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2843632.750000 Penalty: 952.417603
	Iteration 33Q: 3 clusters Score -2843633 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2843607.500000 Penalty: 952.417603
	Iteration 34Q: 3 clusters Score -2843608 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2843599.000000 Penalty: 952.417603
	Iteration 35Q: 3 clusters Score -2843599 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2843604.000000 Penalty: 952.417603
	Iteration 36Q: 3 clusters Score -2843604 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2843603.750000 Penalty: 952.417603
	Iteration 37Q: 3 clusters Score -2843604 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2843614.250000 Penalty: 952.417603
	Iteration 38Q: 3 clusters Score -2843614 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2843619.500000 Penalty: 952.417603
	Iteration 39Q: 3 clusters Score -2843620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2843619.000000 Penalty: 952.417603
	Iteration 40F: 3 clusters Score -2843619 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2843603.000000 Penalty: 952.417603
	Iteration 41Q: 3 clusters Score -2843603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2843594.750000 Penalty: 952.417603
	Iteration 42Q: 3 clusters Score -2843595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2843582.250000 Penalty: 952.417603
	Iteration 43Q: 3 clusters Score -2843582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2843562.750000 Penalty: 952.417603
	Iteration 44Q: 3 clusters Score -2843563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2843565.750000 Penalty: 952.417603
	Iteration 45Q: 3 clusters Score -2843566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2843562.250000 Penalty: 952.417603
	Iteration 46Q: 3 clusters Score -2843562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2843557.250000 Penalty: 952.417603
	Iteration 47Q: 3 clusters Score -2843557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2843556.000000 Penalty: 952.417603
	Iteration 48Q: 3 clusters Score -2843556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2843554.500000 Penalty: 952.417603
	Iteration 49Q: 3 clusters Score -2843554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2843549.750000 Penalty: 952.417603
	Iteration 50Q: 3 clusters Score -2843550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2843555.250000 Penalty: 952.417603
	Iteration 51Q: 3 clusters Score -2843555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2843558.000000 Penalty: 952.417603
	Iteration 52Q: 3 clusters Score -2843558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2843560.500000 Penalty: 952.417603
	Iteration 53Q: 3 clusters Score -2843560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2843561.500000 Penalty: 952.417603
	Iteration 54Q: 3 clusters Score -2843562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2843561.250000 Penalty: 952.417603
	Iteration 55Q: 3 clusters Score -2843561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2843559.250000 Penalty: 952.417603
	Iteration 56Q: 3 clusters Score -2843559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2843559.250000 Penalty: 952.417603
	Iteration 57F: 3 clusters Score -2843559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 22111 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12995 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 235 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44287 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 39839 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Entering Unmasked Estep 
Score: -42172640.000000 Penalty: 41533.613281
Splitting cluster 30 changes total score from -42171044.000000 to -42172640.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -18923.361328 Penalty: 261.160583
	Iteration 0F: 2 clusters Score -18923.36 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 160 members 
Entering Unmasked Estep 
Score: -18559.277344 Penalty: 522.321167
	Iteration 0F: 3 clusters Score -18559.28 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18695.990234 Penalty: 522.321167
	Iteration 1F: 3 clusters Score -18695.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18758.355469 Penalty: 522.321167
	Iteration 2F: 3 clusters Score -18758.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18796.617188 Penalty: 522.321167
	Iteration 3F: 3 clusters Score -18796.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18826.031250 Penalty: 522.321167
	Iteration 4Q: 3 clusters Score -18826.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18837.472656 Penalty: 522.321167
	Iteration 5Q: 3 clusters Score -18837.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18851.851562 Penalty: 522.321167
	Iteration 6Q: 3 clusters Score -18851.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18856.742188 Penalty: 522.321167
	Iteration 7Q: 3 clusters Score -18856.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18856.742188 Penalty: 522.321167
	Iteration 8F: 3 clusters Score -18856.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -7842.736328 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -7842.736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7583.316406 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -7583.316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7660.192383 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -7660.192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7669.996582 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -7669.997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7678.959961 Penalty: 465.737427
	Iteration 3Q: 3 clusters Score -7678.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7680.046387 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -7680.046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7680.407715 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -7680.408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7680.407715 Penalty: 465.737427
	Iteration 6F: 3 clusters Score -7680.408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -144403.375000 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -144403.4 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 933 members 
Entering Unmasked Estep 
Score: -143009.890625 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -143009.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -143512.203125 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -143512.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -143621.296875 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -143621.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -143716.687500 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -143716.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -143789.500000 Penalty: 686.630432
	Iteration 4F: 3 clusters Score -143789.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -143846.421875 Penalty: 686.630432
	Iteration 5Q: 3 clusters Score -143846.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -143890.312500 Penalty: 686.630432
	Iteration 6Q: 3 clusters Score -143890.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143916.109375 Penalty: 686.630432
	Iteration 7Q: 3 clusters Score -143916.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -143939.062500 Penalty: 686.630432
	Iteration 8Q: 3 clusters Score -143939.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143952.781250 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -143952.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143965.796875 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -143965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143974.765625 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -143974.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -143982.812500 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -143982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143987.218750 Penalty: 686.630432
	Iteration 13Q: 3 clusters Score -143987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143990.046875 Penalty: 686.630432
	Iteration 14Q: 3 clusters Score -143990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143996.062500 Penalty: 686.630432
	Iteration 15Q: 3 clusters Score -143996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -144003.265625 Penalty: 686.630432
	Iteration 16Q: 3 clusters Score -144003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144010.890625 Penalty: 686.630432
	Iteration 17Q: 3 clusters Score -144010.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144020.640625 Penalty: 686.630432
	Iteration 18Q: 3 clusters Score -144020.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -144031.343750 Penalty: 686.630432
	Iteration 19Q: 3 clusters Score -144031.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -144042.500000 Penalty: 686.630432
	Iteration 20F: 3 clusters Score -144042.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -144051.343750 Penalty: 686.630432
	Iteration 21Q: 3 clusters Score -144051.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144057.046875 Penalty: 686.630432
	Iteration 22Q: 3 clusters Score -144057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -144060.109375 Penalty: 686.630432
	Iteration 23Q: 3 clusters Score -144060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -144062.625000 Penalty: 686.630432
	Iteration 24Q: 3 clusters Score -144062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -144067.484375 Penalty: 686.630432
	Iteration 25Q: 3 clusters Score -144067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -144072.375000 Penalty: 686.630432
	Iteration 26Q: 3 clusters Score -144072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -144076.953125 Penalty: 686.630432
	Iteration 27Q: 3 clusters Score -144077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -144079.421875 Penalty: 686.630432
	Iteration 28Q: 3 clusters Score -144079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -144082.968750 Penalty: 686.630432
	Iteration 29Q: 3 clusters Score -144083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144089.515625 Penalty: 686.630432
	Iteration 30Q: 3 clusters Score -144089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -144092.375000 Penalty: 686.630432
	Iteration 31Q: 3 clusters Score -144092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -144094.187500 Penalty: 686.630432
	Iteration 32Q: 3 clusters Score -144094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -144096.218750 Penalty: 686.630432
	Iteration 33Q: 3 clusters Score -144096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -144099.968750 Penalty: 686.630432
	Iteration 34Q: 3 clusters Score -144100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -144103.000000 Penalty: 686.630432
	Iteration 35Q: 3 clusters Score -144103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -144106.421875 Penalty: 686.630432
	Iteration 36Q: 3 clusters Score -144106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -144111.531250 Penalty: 686.630432
	Iteration 37Q: 3 clusters Score -144111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -144117.187500 Penalty: 686.630432
	Iteration 38Q: 3 clusters Score -144117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -144123.968750 Penalty: 686.630432
	Iteration 39Q: 3 clusters Score -144124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -144128.109375 Penalty: 686.630432
	Iteration 40F: 3 clusters Score -144128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -144132.687500 Penalty: 686.630432
	Iteration 41Q: 3 clusters Score -144132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -144133.937500 Penalty: 686.630432
	Iteration 42Q: 3 clusters Score -144133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -144140.281250 Penalty: 686.630432
	Iteration 43Q: 3 clusters Score -144140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -144151.171875 Penalty: 686.630432
	Iteration 44Q: 3 clusters Score -144151.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -144163.171875 Penalty: 686.630432
	Iteration 45Q: 3 clusters Score -144163.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -144172.109375 Penalty: 686.630432
	Iteration 46Q: 3 clusters Score -144172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -144176.640625 Penalty: 686.630432
	Iteration 47Q: 3 clusters Score -144176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -144178.328125 Penalty: 686.630432
	Iteration 48Q: 3 clusters Score -144178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -144182.156250 Penalty: 686.630432
	Iteration 49Q: 3 clusters Score -144182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -144183.687500 Penalty: 686.630432
	Iteration 50Q: 3 clusters Score -144183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -144186.109375 Penalty: 686.630432
	Iteration 51Q: 3 clusters Score -144186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -144186.109375 Penalty: 686.630432
	Iteration 52F: 3 clusters Score -144186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Entering Unmasked Estep 
Score: -3525905.250000 Penalty: 487.720886
	Iteration 0F: 2 clusters Score -3525905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3497546.000000 Penalty: 975.441772
	Iteration 0F: 3 clusters Score -3497546 nChanged 21825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3510847.750000 Penalty: 975.441772
	Iteration 1F: 3 clusters Score -3510848 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3511671.500000 Penalty: 975.441772
	Iteration 2Q: 3 clusters Score -3511672 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3512861.250000 Penalty: 975.441772
	Iteration 3F: 3 clusters Score -3512861 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -3514361.000000 Penalty: 975.441772
	Iteration 4F: 3 clusters Score -3514361 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -3516220.250000 Penalty: 975.441772
	Iteration 5F: 3 clusters Score -3516220 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -3518405.500000 Penalty: 975.441772
	Iteration 6F: 3 clusters Score -3518406 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -3520744.250000 Penalty: 975.441772
	Iteration 7F: 3 clusters Score -3520744 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -3522970.250000 Penalty: 975.441772
	Iteration 8Q: 3 clusters Score -3522970 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -3524572.250000 Penalty: 975.441772
	Iteration 9Q: 3 clusters Score -3524572 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -3525426.000000 Penalty: 975.441772
	Iteration 10Q: 3 clusters Score -3525426 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -3525760.500000 Penalty: 975.441772
	Iteration 11Q: 3 clusters Score -3525760 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -3525917.750000 Penalty: 975.441772
	Iteration 12Q: 3 clusters Score -3525918 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -3525916.000000 Penalty: 975.441772
	Iteration 13Q: 3 clusters Score -3525916 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -3525828.750000 Penalty: 975.441772
	Iteration 14Q: 3 clusters Score -3525829 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -3525731.750000 Penalty: 975.441772
	Iteration 15Q: 3 clusters Score -3525732 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -3525665.250000 Penalty: 975.441772
	Iteration 16Q: 3 clusters Score -3525665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -3525617.500000 Penalty: 975.441772
	Iteration 17Q: 3 clusters Score -3525618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -3525613.500000 Penalty: 975.441772
	Iteration 18Q: 3 clusters Score -3525614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -3525607.500000 Penalty: 975.441772
	Iteration 19Q: 3 clusters Score -3525608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -3525593.750000 Penalty: 975.441772
	Iteration 20F: 3 clusters Score -3525594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -3525597.000000 Penalty: 975.441772
	Iteration 21Q: 3 clusters Score -3525597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -3525598.750000 Penalty: 975.441772
	Iteration 22Q: 3 clusters Score -3525599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -3525591.250000 Penalty: 975.441772
	Iteration 23Q: 3 clusters Score -3525591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -3525604.500000 Penalty: 975.441772
	Iteration 24Q: 3 clusters Score -3525604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -3525597.250000 Penalty: 975.441772
	Iteration 25Q: 3 clusters Score -3525597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -3525605.000000 Penalty: 975.441772
	Iteration 26Q: 3 clusters Score -3525605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -3525610.000000 Penalty: 975.441772
	Iteration 27Q: 3 clusters Score -3525610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -3525616.750000 Penalty: 975.441772
	Iteration 28Q: 3 clusters Score -3525617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -3525616.000000 Penalty: 975.441772
	Iteration 29Q: 3 clusters Score -3525616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -3525616.750000 Penalty: 975.441772
	Iteration 30Q: 3 clusters Score -3525617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -3525620.750000 Penalty: 975.441772
	Iteration 31Q: 3 clusters Score -3525621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -3525617.500000 Penalty: 975.441772
	Iteration 32Q: 3 clusters Score -3525618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -3525617.500000 Penalty: 975.441772
	Iteration 33F: 3 clusters Score -3525618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (35892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Entering Unmasked Estep 
Score: -2924009.750000 Penalty: 477.216278
	Iteration 0F: 2 clusters Score -2924010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2903457.500000 Penalty: 954.432556
	Iteration 0F: 3 clusters Score -2903458 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2913924.750000 Penalty: 954.432556
	Iteration 1F: 3 clusters Score -2913925 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2914777.250000 Penalty: 954.432556
	Iteration 2F: 3 clusters Score -2914777 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2916116.500000 Penalty: 954.432556
	Iteration 3F: 3 clusters Score -2916116 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2917460.750000 Penalty: 954.432556
	Iteration 4F: 3 clusters Score -2917461 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2918639.000000 Penalty: 954.432556
	Iteration 5F: 3 clusters Score -2918639 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2919726.000000 Penalty: 954.432556
	Iteration 6F: 3 clusters Score -2919726 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2920493.000000 Penalty: 954.432556
	Iteration 7Q: 3 clusters Score -2920493 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2920971.750000 Penalty: 954.432556
	Iteration 8Q: 3 clusters Score -2920972 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2921268.500000 Penalty: 954.432556
	Iteration 9Q: 3 clusters Score -2921268 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2921417.500000 Penalty: 954.432556
	Iteration 10Q: 3 clusters Score -2921418 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2921514.250000 Penalty: 954.432556
	Iteration 11Q: 3 clusters Score -2921514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2921588.000000 Penalty: 954.432556
	Iteration 12Q: 3 clusters Score -2921588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2921664.000000 Penalty: 954.432556
	Iteration 13Q: 3 clusters Score -2921664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2921733.000000 Penalty: 954.432556
	Iteration 14Q: 3 clusters Score -2921733 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2921784.000000 Penalty: 954.432556
	Iteration 15Q: 3 clusters Score -2921784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2921822.500000 Penalty: 954.432556
	Iteration 16Q: 3 clusters Score -2921822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2921890.250000 Penalty: 954.432556
	Iteration 17Q: 3 clusters Score -2921890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2921986.000000 Penalty: 954.432556
	Iteration 18Q: 3 clusters Score -2921986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2922066.500000 Penalty: 954.432556
	Iteration 19Q: 3 clusters Score -2922066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2922103.250000 Penalty: 954.432556
	Iteration 20F: 3 clusters Score -2922103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2922182.000000 Penalty: 954.432556
	Iteration 21Q: 3 clusters Score -2922182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2922222.500000 Penalty: 954.432556
	Iteration 22Q: 3 clusters Score -2922222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2922244.750000 Penalty: 954.432556
	Iteration 23Q: 3 clusters Score -2922245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2922278.000000 Penalty: 954.432556
	Iteration 24Q: 3 clusters Score -2922278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2922297.750000 Penalty: 954.432556
	Iteration 25Q: 3 clusters Score -2922298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2922339.750000 Penalty: 954.432556
	Iteration 26Q: 3 clusters Score -2922340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2922380.500000 Penalty: 954.432556
	Iteration 27Q: 3 clusters Score -2922380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2922418.750000 Penalty: 954.432556
	Iteration 28Q: 3 clusters Score -2922419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2922444.000000 Penalty: 954.432556
	Iteration 29Q: 3 clusters Score -2922444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2922462.750000 Penalty: 954.432556
	Iteration 30Q: 3 clusters Score -2922463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2922489.750000 Penalty: 954.432556
	Iteration 31Q: 3 clusters Score -2922490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2922526.750000 Penalty: 954.432556
	Iteration 32Q: 3 clusters Score -2922527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2922543.250000 Penalty: 954.432556
	Iteration 33Q: 3 clusters Score -2922543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2922570.750000 Penalty: 954.432556
	Iteration 34Q: 3 clusters Score -2922571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2922600.750000 Penalty: 954.432556
	Iteration 35Q: 3 clusters Score -2922601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2922630.500000 Penalty: 954.432556
	Iteration 36Q: 3 clusters Score -2922630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2922645.500000 Penalty: 954.432556
	Iteration 37Q: 3 clusters Score -2922646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2922680.250000 Penalty: 954.432556
	Iteration 38Q: 3 clusters Score -2922680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2922698.500000 Penalty: 954.432556
	Iteration 39Q: 3 clusters Score -2922698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2922723.750000 Penalty: 954.432556
	Iteration 40F: 3 clusters Score -2922724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2922742.000000 Penalty: 954.432556
	Iteration 41Q: 3 clusters Score -2922742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2922766.000000 Penalty: 954.432556
	Iteration 42Q: 3 clusters Score -2922766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2922767.250000 Penalty: 954.432556
	Iteration 43Q: 3 clusters Score -2922767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2922788.750000 Penalty: 954.432556
	Iteration 44Q: 3 clusters Score -2922789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2922812.500000 Penalty: 954.432556
	Iteration 45Q: 3 clusters Score -2922812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2922846.000000 Penalty: 954.432556
	Iteration 46Q: 3 clusters Score -2922846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2922893.000000 Penalty: 954.432556
	Iteration 47Q: 3 clusters Score -2922893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2922921.750000 Penalty: 954.432556
	Iteration 48Q: 3 clusters Score -2922922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2922969.000000 Penalty: 954.432556
	Iteration 49Q: 3 clusters Score -2922969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2922989.000000 Penalty: 954.432556
	Iteration 50Q: 3 clusters Score -2922989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2923027.500000 Penalty: 954.432556
	Iteration 51Q: 3 clusters Score -2923028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2923049.000000 Penalty: 954.432556
	Iteration 52Q: 3 clusters Score -2923049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2923049.750000 Penalty: 954.432556
	Iteration 53Q: 3 clusters Score -2923050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2923060.000000 Penalty: 954.432556
	Iteration 54Q: 3 clusters Score -2923060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2923076.000000 Penalty: 954.432556
	Iteration 55Q: 3 clusters Score -2923076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2923109.250000 Penalty: 954.432556
	Iteration 56Q: 3 clusters Score -2923109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2923123.250000 Penalty: 954.432556
	Iteration 57Q: 3 clusters Score -2923123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2923138.500000 Penalty: 954.432556
	Iteration 58Q: 3 clusters Score -2923138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2923158.000000 Penalty: 954.432556
	Iteration 59Q: 3 clusters Score -2923158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2923176.000000 Penalty: 954.432556
	Iteration 60F: 3 clusters Score -2923176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2923187.000000 Penalty: 954.432556
	Iteration 61Q: 3 clusters Score -2923187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2923204.500000 Penalty: 954.432556
	Iteration 62Q: 3 clusters Score -2923204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2923203.000000 Penalty: 954.432556
	Iteration 63Q: 3 clusters Score -2923203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2923216.500000 Penalty: 954.432556
	Iteration 64Q: 3 clusters Score -2923216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2923221.000000 Penalty: 954.432556
	Iteration 65Q: 3 clusters Score -2923221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2923223.500000 Penalty: 954.432556
	Iteration 66Q: 3 clusters Score -2923224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2923255.500000 Penalty: 954.432556
	Iteration 67Q: 3 clusters Score -2923256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2923263.000000 Penalty: 954.432556
	Iteration 68Q: 3 clusters Score -2923263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2923271.750000 Penalty: 954.432556
	Iteration 69Q: 3 clusters Score -2923272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2923285.750000 Penalty: 954.432556
	Iteration 70Q: 3 clusters Score -2923286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2923294.750000 Penalty: 954.432556
	Iteration 71Q: 3 clusters Score -2923295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2923319.000000 Penalty: 954.432556
	Iteration 72Q: 3 clusters Score -2923319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2923323.500000 Penalty: 954.432556
	Iteration 73Q: 3 clusters Score -2923324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2923326.750000 Penalty: 954.432556
	Iteration 74Q: 3 clusters Score -2923327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2923326.750000 Penalty: 954.432556
	Iteration 75F: 3 clusters Score -2923327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -24056.189453 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -24056.19 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 182 members 
Entering Unmasked Estep 
Score: -23691.529297 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23691.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23793.802734 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23793.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23817.585938 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23817.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23827.500000 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -23827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23832.152344 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -23832.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23835.986328 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23835.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23842.398438 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23845.361328 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23845.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23846.513672 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23846.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23846.513672 Penalty: 534.873962
	Iteration 9F: 3 clusters Score -23846.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -66829.367188 Penalty: 308.795624
	Iteration 0F: 2 clusters Score -66829.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -66083.296875 Penalty: 617.591248
	Iteration 0F: 3 clusters Score -66083.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -66299.492188 Penalty: 617.591248
	Iteration 1F: 3 clusters Score -66299.49 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66351.625000 Penalty: 617.591248
	Iteration 2F: 3 clusters Score -66351.62 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -66383.773438 Penalty: 617.591248
	Iteration 3F: 3 clusters Score -66383.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -66415.828125 Penalty: 617.591248
	Iteration 4Q: 3 clusters Score -66415.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66435.984375 Penalty: 617.591248
	Iteration 5Q: 3 clusters Score -66435.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -66450.710938 Penalty: 617.591248
	Iteration 6Q: 3 clusters Score -66450.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66464.468750 Penalty: 617.591248
	Iteration 7Q: 3 clusters Score -66464.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66471.125000 Penalty: 617.591248
	Iteration 8Q: 3 clusters Score -66471.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66478.914062 Penalty: 617.591248
	Iteration 9Q: 3 clusters Score -66478.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66485.054688 Penalty: 617.591248
	Iteration 10Q: 3 clusters Score -66485.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66487.648438 Penalty: 617.591248
	Iteration 11Q: 3 clusters Score -66487.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66488.812500 Penalty: 617.591248
	Iteration 12Q: 3 clusters Score -66488.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66489.015625 Penalty: 617.591248
	Iteration 13Q: 3 clusters Score -66489.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66489.015625 Penalty: 617.591248
	Iteration 14F: 3 clusters Score -66489.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1159804.250000 Penalty: 435.293732
	Iteration 0F: 2 clusters Score -1159804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1150343.000000 Penalty: 870.587463
	Iteration 0F: 3 clusters Score -1150343 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1154337.375000 Penalty: 870.587463
	Iteration 1F: 3 clusters Score -1154337 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1154861.625000 Penalty: 870.587463
	Iteration 2F: 3 clusters Score -1154862 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1155730.500000 Penalty: 870.587463
	Iteration 3F: 3 clusters Score -1155730 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1156996.750000 Penalty: 870.587463
	Iteration 4F: 3 clusters Score -1156997 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1158188.625000 Penalty: 870.587463
	Iteration 5F: 3 clusters Score -1158189 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1158747.500000 Penalty: 870.587463
	Iteration 6F: 3 clusters Score -1158748 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1158951.750000 Penalty: 870.587463
	Iteration 7Q: 3 clusters Score -1158952 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1159078.875000 Penalty: 870.587463
	Iteration 8Q: 3 clusters Score -1159079 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1159169.125000 Penalty: 870.587463
	Iteration 9Q: 3 clusters Score -1159169 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1159235.125000 Penalty: 870.587463
	Iteration 10Q: 3 clusters Score -1159235 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1159281.750000 Penalty: 870.587463
	Iteration 11Q: 3 clusters Score -1159282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1159311.250000 Penalty: 870.587463
	Iteration 12Q: 3 clusters Score -1159311 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1159325.875000 Penalty: 870.587463
	Iteration 13Q: 3 clusters Score -1159326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1159333.250000 Penalty: 870.587463
	Iteration 14Q: 3 clusters Score -1159333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1159341.625000 Penalty: 870.587463
	Iteration 15Q: 3 clusters Score -1159342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1159353.625000 Penalty: 870.587463
	Iteration 16Q: 3 clusters Score -1159354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1159362.625000 Penalty: 870.587463
	Iteration 17Q: 3 clusters Score -1159363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1159361.000000 Penalty: 870.587463
	Iteration 18Q: 3 clusters Score -1159361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1159361.375000 Penalty: 870.587463
	Iteration 19Q: 3 clusters Score -1159361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1159363.875000 Penalty: 870.587463
	Iteration 20F: 3 clusters Score -1159364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1159365.375000 Penalty: 870.587463
	Iteration 21Q: 3 clusters Score -1159365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1159365.125000 Penalty: 870.587463
	Iteration 22Q: 3 clusters Score -1159365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1159365.250000 Penalty: 870.587463
	Iteration 23Q: 3 clusters Score -1159365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 870.587463
	Iteration 24Q: 3 clusters Score -1159361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1159361.625000 Penalty: 870.587463
	Iteration 25Q: 3 clusters Score -1159362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1159362.750000 Penalty: 870.587463
	Iteration 26Q: 3 clusters Score -1159363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1159363.000000 Penalty: 870.587463
	Iteration 27Q: 3 clusters Score -1159363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1159361.375000 Penalty: 870.587463
	Iteration 28Q: 3 clusters Score -1159361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1159358.750000 Penalty: 870.587463
	Iteration 29Q: 3 clusters Score -1159359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1159356.625000 Penalty: 870.587463
	Iteration 30Q: 3 clusters Score -1159357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1159357.625000 Penalty: 870.587463
	Iteration 31Q: 3 clusters Score -1159358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1159360.125000 Penalty: 870.587463
	Iteration 32Q: 3 clusters Score -1159360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1159360.000000 Penalty: 870.587463
	Iteration 33Q: 3 clusters Score -1159360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1159357.250000 Penalty: 870.587463
	Iteration 34Q: 3 clusters Score -1159357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1159357.000000 Penalty: 870.587463
	Iteration 35Q: 3 clusters Score -1159357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1159358.250000 Penalty: 870.587463
	Iteration 36Q: 3 clusters Score -1159358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1159363.500000 Penalty: 870.587463
	Iteration 37Q: 3 clusters Score -1159364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1159362.125000 Penalty: 870.587463
	Iteration 38Q: 3 clusters Score -1159362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 870.587463
	Iteration 39Q: 3 clusters Score -1159361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1159357.750000 Penalty: 870.587463
	Iteration 40F: 3 clusters Score -1159358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1159357.125000 Penalty: 870.587463
	Iteration 41Q: 3 clusters Score -1159357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1159355.625000 Penalty: 870.587463
	Iteration 42Q: 3 clusters Score -1159356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1159353.625000 Penalty: 870.587463
	Iteration 43Q: 3 clusters Score -1159354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1159359.750000 Penalty: 870.587463
	Iteration 44Q: 3 clusters Score -1159360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1159359.625000 Penalty: 870.587463
	Iteration 45Q: 3 clusters Score -1159360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1159363.750000 Penalty: 870.587463
	Iteration 46Q: 3 clusters Score -1159364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1159360.625000 Penalty: 870.587463
	Iteration 47Q: 3 clusters Score -1159361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1159359.875000 Penalty: 870.587463
	Iteration 48Q: 3 clusters Score -1159360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1159363.750000 Penalty: 870.587463
	Iteration 49Q: 3 clusters Score -1159364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1159360.750000 Penalty: 870.587463
	Iteration 50Q: 3 clusters Score -1159361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1159360.875000 Penalty: 870.587463
	Iteration 51Q: 3 clusters Score -1159361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1159364.375000 Penalty: 870.587463
	Iteration 52Q: 3 clusters Score -1159364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1159364.125000 Penalty: 870.587463
	Iteration 53Q: 3 clusters Score -1159364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1159366.750000 Penalty: 870.587463
	Iteration 54Q: 3 clusters Score -1159367 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1159370.750000 Penalty: 870.587463
	Iteration 55Q: 3 clusters Score -1159371 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1159377.750000 Penalty: 870.587463
	Iteration 56Q: 3 clusters Score -1159378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1159376.750000 Penalty: 870.587463
	Iteration 57Q: 3 clusters Score -1159377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1159378.625000 Penalty: 870.587463
	Iteration 58Q: 3 clusters Score -1159379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1159375.375000 Penalty: 870.587463
	Iteration 59Q: 3 clusters Score -1159375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1159381.500000 Penalty: 870.587463
	Iteration 60F: 3 clusters Score -1159382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1159382.375000 Penalty: 870.587463
	Iteration 61Q: 3 clusters Score -1159382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1159383.500000 Penalty: 870.587463
	Iteration 62Q: 3 clusters Score -1159384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1159383.625000 Penalty: 870.587463
	Iteration 63Q: 3 clusters Score -1159384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1159384.125000 Penalty: 870.587463
	Iteration 64Q: 3 clusters Score -1159384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1159387.375000 Penalty: 870.587463
	Iteration 65Q: 3 clusters Score -1159387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1159387.375000 Penalty: 870.587463
	Iteration 66Q: 3 clusters Score -1159387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1159386.500000 Penalty: 870.587463
	Iteration 67Q: 3 clusters Score -1159386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1159385.875000 Penalty: 870.587463
	Iteration 68Q: 3 clusters Score -1159386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1159389.250000 Penalty: 870.587463
	Iteration 69Q: 3 clusters Score -1159389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1159395.125000 Penalty: 870.587463
	Iteration 70Q: 3 clusters Score -1159395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1159393.500000 Penalty: 870.587463
	Iteration 71Q: 3 clusters Score -1159394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1159392.500000 Penalty: 870.587463
	Iteration 72Q: 3 clusters Score -1159392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1159397.500000 Penalty: 870.587463
	Iteration 73Q: 3 clusters Score -1159398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1159402.125000 Penalty: 870.587463
	Iteration 74Q: 3 clusters Score -1159402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1159400.250000 Penalty: 870.587463
	Iteration 75Q: 3 clusters Score -1159400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1159398.375000 Penalty: 870.587463
	Iteration 76Q: 3 clusters Score -1159398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1159399.125000 Penalty: 870.587463
	Iteration 77Q: 3 clusters Score -1159399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1159398.375000 Penalty: 870.587463
	Iteration 78Q: 3 clusters Score -1159398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1159405.625000 Penalty: 870.587463
	Iteration 79Q: 3 clusters Score -1159406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1159408.875000 Penalty: 870.587463
	Iteration 80F: 3 clusters Score -1159409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1159409.125000 Penalty: 870.587463
	Iteration 81Q: 3 clusters Score -1159409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1159405.375000 Penalty: 870.587463
	Iteration 82Q: 3 clusters Score -1159405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1159408.875000 Penalty: 870.587463
	Iteration 83Q: 3 clusters Score -1159409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1159409.875000 Penalty: 870.587463
	Iteration 84Q: 3 clusters Score -1159410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1159410.500000 Penalty: 870.587463
	Iteration 85Q: 3 clusters Score -1159410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1159408.000000 Penalty: 870.587463
	Iteration 86Q: 3 clusters Score -1159408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1159411.250000 Penalty: 870.587463
	Iteration 87Q: 3 clusters Score -1159411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1159412.000000 Penalty: 870.587463
	Iteration 88Q: 3 clusters Score -1159412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1159412.500000 Penalty: 870.587463
	Iteration 89Q: 3 clusters Score -1159412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1159411.625000 Penalty: 870.587463
	Iteration 90Q: 3 clusters Score -1159412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1159410.875000 Penalty: 870.587463
	Iteration 91Q: 3 clusters Score -1159411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1159412.375000 Penalty: 870.587463
	Iteration 92Q: 3 clusters Score -1159412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1159411.250000 Penalty: 870.587463
	Iteration 93Q: 3 clusters Score -1159411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1159410.250000 Penalty: 870.587463
	Iteration 94Q: 3 clusters Score -1159410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1159409.125000 Penalty: 870.587463
	Iteration 95Q: 3 clusters Score -1159409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1159409.500000 Penalty: 870.587463
	Iteration 96Q: 3 clusters Score -1159410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1159411.250000 Penalty: 870.587463
	Iteration 97Q: 3 clusters Score -1159411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1159410.875000 Penalty: 870.587463
	Iteration 98Q: 3 clusters Score -1159411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1159409.375000 Penalty: 870.587463
	Iteration 99Q: 3 clusters Score -1159409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1159410.375000 Penalty: 870.587463
	Iteration 100F: 3 clusters Score -1159410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1159413.000000 Penalty: 870.587463
	Iteration 101Q: 3 clusters Score -1159413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1159416.375000 Penalty: 870.587463
	Iteration 102Q: 3 clusters Score -1159416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1159420.625000 Penalty: 870.587463
	Iteration 103Q: 3 clusters Score -1159421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1159422.625000 Penalty: 870.587463
	Iteration 104Q: 3 clusters Score -1159423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1159426.000000 Penalty: 870.587463
	Iteration 105Q: 3 clusters Score -1159426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1159422.875000 Penalty: 870.587463
	Iteration 106Q: 3 clusters Score -1159423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1159419.125000 Penalty: 870.587463
	Iteration 107Q: 3 clusters Score -1159419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1159422.875000 Penalty: 870.587463
	Iteration 108Q: 3 clusters Score -1159423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1159428.625000 Penalty: 870.587463
	Iteration 109Q: 3 clusters Score -1159429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1159431.875000 Penalty: 870.587463
	Iteration 110Q: 3 clusters Score -1159432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1159434.875000 Penalty: 870.587463
	Iteration 111Q: 3 clusters Score -1159435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1159439.375000 Penalty: 870.587463
	Iteration 112Q: 3 clusters Score -1159439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1159443.750000 Penalty: 870.587463
	Iteration 113Q: 3 clusters Score -1159444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1159449.000000 Penalty: 870.587463
	Iteration 114Q: 3 clusters Score -1159449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1159453.500000 Penalty: 870.587463
	Iteration 115Q: 3 clusters Score -1159454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1159457.750000 Penalty: 870.587463
	Iteration 116Q: 3 clusters Score -1159458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1159457.000000 Penalty: 870.587463
	Iteration 117Q: 3 clusters Score -1159457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1159461.375000 Penalty: 870.587463
	Iteration 118Q: 3 clusters Score -1159461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1159460.875000 Penalty: 870.587463
	Iteration 119Q: 3 clusters Score -1159461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1159463.625000 Penalty: 870.587463
	Iteration 120F: 3 clusters Score -1159464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1159466.250000 Penalty: 870.587463
	Iteration 121Q: 3 clusters Score -1159466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1159468.125000 Penalty: 870.587463
	Iteration 122Q: 3 clusters Score -1159468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1159466.375000 Penalty: 870.587463
	Iteration 123Q: 3 clusters Score -1159466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1159468.500000 Penalty: 870.587463
	Iteration 124Q: 3 clusters Score -1159468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1159468.000000 Penalty: 870.587463
	Iteration 125Q: 3 clusters Score -1159468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1159468.625000 Penalty: 870.587463
	Iteration 126Q: 3 clusters Score -1159469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1159471.750000 Penalty: 870.587463
	Iteration 127Q: 3 clusters Score -1159472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1159472.125000 Penalty: 870.587463
	Iteration 128Q: 3 clusters Score -1159472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1159471.250000 Penalty: 870.587463
	Iteration 129Q: 3 clusters Score -1159471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1159472.500000 Penalty: 870.587463
	Iteration 130Q: 3 clusters Score -1159472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1159471.000000 Penalty: 870.587463
	Iteration 131Q: 3 clusters Score -1159471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1159473.125000 Penalty: 870.587463
	Iteration 132Q: 3 clusters Score -1159473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1159472.750000 Penalty: 870.587463
	Iteration 133Q: 3 clusters Score -1159473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1159469.625000 Penalty: 870.587463
	Iteration 134Q: 3 clusters Score -1159470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1159473.750000 Penalty: 870.587463
	Iteration 135Q: 3 clusters Score -1159474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1159475.750000 Penalty: 870.587463
	Iteration 136Q: 3 clusters Score -1159476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1159476.000000 Penalty: 870.587463
	Iteration 137Q: 3 clusters Score -1159476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1159476.500000 Penalty: 870.587463
	Iteration 138Q: 3 clusters Score -1159476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1159476.000000 Penalty: 870.587463
	Iteration 139Q: 3 clusters Score -1159476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1159478.500000 Penalty: 870.587463
	Iteration 140F: 3 clusters Score -1159478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1159479.000000 Penalty: 870.587463
	Iteration 141Q: 3 clusters Score -1159479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1159481.625000 Penalty: 870.587463
	Iteration 142Q: 3 clusters Score -1159482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1159481.500000 Penalty: 870.587463
	Iteration 143Q: 3 clusters Score -1159482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1159480.750000 Penalty: 870.587463
	Iteration 144Q: 3 clusters Score -1159481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1159480.750000 Penalty: 870.587463
	Iteration 145Q: 3 clusters Score -1159481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1159479.500000 Penalty: 870.587463
	Iteration 146Q: 3 clusters Score -1159480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1159479.500000 Penalty: 870.587463
	Iteration 147Q: 3 clusters Score -1159480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1159479.500000 Penalty: 870.587463
	Iteration 148F: 3 clusters Score -1159480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (11326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Entering Unmasked Estep 
Score: -859222.375000 Penalty: 424.735962
	Iteration 0F: 2 clusters Score -859222.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -851636.937500 Penalty: 849.471924
	Iteration 0F: 3 clusters Score -851636.9 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -854845.687500 Penalty: 849.471924
	Iteration 1F: 3 clusters Score -854845.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -855167.187500 Penalty: 849.471924
	Iteration 2F: 3 clusters Score -855167.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -855543.687500 Penalty: 849.471924
	Iteration 3F: 3 clusters Score -855543.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -856026.375000 Penalty: 849.471924
	Iteration 4F: 3 clusters Score -856026.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -856634.375000 Penalty: 849.471924
	Iteration 5F: 3 clusters Score -856634.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -857287.750000 Penalty: 849.471924
	Iteration 6F: 3 clusters Score -857287.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -857751.250000 Penalty: 849.471924
	Iteration 7F: 3 clusters Score -857751.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -858074.750000 Penalty: 849.471924
	Iteration 8Q: 3 clusters Score -858074.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -858303.750000 Penalty: 849.471924
	Iteration 9Q: 3 clusters Score -858303.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -858498.062500 Penalty: 849.471924
	Iteration 10Q: 3 clusters Score -858498.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -858626.375000 Penalty: 849.471924
	Iteration 11Q: 3 clusters Score -858626.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -858729.312500 Penalty: 849.471924
	Iteration 12Q: 3 clusters Score -858729.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -858782.875000 Penalty: 849.471924
	Iteration 13Q: 3 clusters Score -858782.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -858808.437500 Penalty: 849.471924
	Iteration 14Q: 3 clusters Score -858808.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -858814.937500 Penalty: 849.471924
	Iteration 15Q: 3 clusters Score -858814.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -858819.187500 Penalty: 849.471924
	Iteration 16Q: 3 clusters Score -858819.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -858819.437500 Penalty: 849.471924
	Iteration 17Q: 3 clusters Score -858819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -858819.375000 Penalty: 849.471924
	Iteration 18Q: 3 clusters Score -858819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -858822.125000 Penalty: 849.471924
	Iteration 19Q: 3 clusters Score -858822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -858821.562500 Penalty: 849.471924
	Iteration 20F: 3 clusters Score -858821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -858821.062500 Penalty: 849.471924
	Iteration 21Q: 3 clusters Score -858821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -858823.125000 Penalty: 849.471924
	Iteration 22Q: 3 clusters Score -858823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -858822.437500 Penalty: 849.471924
	Iteration 23Q: 3 clusters Score -858822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -858823.062500 Penalty: 849.471924
	Iteration 24Q: 3 clusters Score -858823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -858823.750000 Penalty: 849.471924
	Iteration 25Q: 3 clusters Score -858823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -858823.750000 Penalty: 849.471924
	Iteration 26F: 3 clusters Score -858823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9283.308594 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9283.309 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 129 members 
Entering Unmasked Estep 
Score: -8956.247070 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -8956.247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9035.710938 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9035.711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9072.333008 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9072.333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9105.633789 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -9105.634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9132.430664 Penalty: 510.794678
	Iteration 4F: 3 clusters Score -9132.431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9156.960938 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9156.961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9167.633789 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9167.634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9170.143555 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -9170.144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9172.092773 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -9172.093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9172.440430 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -9172.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9172.440430 Penalty: 510.794678
	Iteration 10F: 3 clusters Score -9172.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -25821.230469 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -25821.23 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 179 members 
Entering Unmasked Estep 
Score: -25432.326172 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -25432.33 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25538.111328 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -25538.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25562.957031 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -25562.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25585.271484 Penalty: 539.834290
	Iteration 3Q: 3 clusters Score -25585.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25596.832031 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -25596.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25600.080078 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -25600.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25605.326172 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -25605.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25608.728516 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -25608.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25613.158203 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -25613.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25615.476562 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -25615.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25617.220703 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -25617.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25617.382812 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -25617.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25617.382812 Penalty: 539.834290
	Iteration 12F: 3 clusters Score -25617.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -216651.609375 Penalty: 360.363770
	Iteration 0F: 2 clusters Score -216651.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -214696.843750 Penalty: 720.727539
	Iteration 0F: 3 clusters Score -214696.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -215350.484375 Penalty: 720.727539
	Iteration 1F: 3 clusters Score -215350.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -215443.500000 Penalty: 720.727539
	Iteration 2F: 3 clusters Score -215443.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -215510.875000 Penalty: 720.727539
	Iteration 3F: 3 clusters Score -215510.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -215568.906250 Penalty: 720.727539
	Iteration 4Q: 3 clusters Score -215568.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -215631.468750 Penalty: 720.727539
	Iteration 5Q: 3 clusters Score -215631.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -215701.656250 Penalty: 720.727539
	Iteration 6Q: 3 clusters Score -215701.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -215790.593750 Penalty: 720.727539
	Iteration 7Q: 3 clusters Score -215790.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -215865.062500 Penalty: 720.727539
	Iteration 8Q: 3 clusters Score -215865.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -215942.890625 Penalty: 720.727539
	Iteration 9Q: 3 clusters Score -215942.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -216010.906250 Penalty: 720.727539
	Iteration 10Q: 3 clusters Score -216010.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -216064.921875 Penalty: 720.727539
	Iteration 11Q: 3 clusters Score -216064.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -216122.375000 Penalty: 720.727539
	Iteration 12Q: 3 clusters Score -216122.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -216171.812500 Penalty: 720.727539
	Iteration 13Q: 3 clusters Score -216171.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -216201.343750 Penalty: 720.727539
	Iteration 14Q: 3 clusters Score -216201.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -216225.343750 Penalty: 720.727539
	Iteration 15Q: 3 clusters Score -216225.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -216249.046875 Penalty: 720.727539
	Iteration 16Q: 3 clusters Score -216249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -216274.671875 Penalty: 720.727539
	Iteration 17Q: 3 clusters Score -216274.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -216294.593750 Penalty: 720.727539
	Iteration 18Q: 3 clusters Score -216294.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -216324.843750 Penalty: 720.727539
	Iteration 19Q: 3 clusters Score -216324.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -216357.796875 Penalty: 720.727539
	Iteration 20F: 3 clusters Score -216357.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -216382.375000 Penalty: 720.727539
	Iteration 21Q: 3 clusters Score -216382.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -216401.375000 Penalty: 720.727539
	Iteration 22Q: 3 clusters Score -216401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -216414.703125 Penalty: 720.727539
	Iteration 23Q: 3 clusters Score -216414.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -216422.593750 Penalty: 720.727539
	Iteration 24Q: 3 clusters Score -216422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -216427.625000 Penalty: 720.727539
	Iteration 25Q: 3 clusters Score -216427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -216430.484375 Penalty: 720.727539
	Iteration 26Q: 3 clusters Score -216430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -216432.031250 Penalty: 720.727539
	Iteration 27Q: 3 clusters Score -216432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -216432.031250 Penalty: 720.727539
	Iteration 28F: 3 clusters Score -216432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -116224.539062 Penalty: 335.914978
	Iteration 0F: 2 clusters Score -116224.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -115018.218750 Penalty: 671.829956
	Iteration 0F: 3 clusters Score -115018.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -115472.164062 Penalty: 671.829956
	Iteration 1F: 3 clusters Score -115472.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -115600.632812 Penalty: 671.829956
	Iteration 2F: 3 clusters Score -115600.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -115698.250000 Penalty: 671.829956
	Iteration 3F: 3 clusters Score -115698.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -115763.445312 Penalty: 671.829956
	Iteration 4F: 3 clusters Score -115763.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -115796.492188 Penalty: 671.829956
	Iteration 5Q: 3 clusters Score -115796.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -115824.804688 Penalty: 671.829956
	Iteration 6Q: 3 clusters Score -115824.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -115850.000000 Penalty: 671.829956
	Iteration 7Q: 3 clusters Score -115850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -115872.367188 Penalty: 671.829956
	Iteration 8Q: 3 clusters Score -115872.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -115886.437500 Penalty: 671.829956
	Iteration 9Q: 3 clusters Score -115886.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -115899.414062 Penalty: 671.829956
	Iteration 10Q: 3 clusters Score -115899.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -115911.531250 Penalty: 671.829956
	Iteration 11Q: 3 clusters Score -115911.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -115921.101562 Penalty: 671.829956
	Iteration 12Q: 3 clusters Score -115921.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -115932.820312 Penalty: 671.829956
	Iteration 13Q: 3 clusters Score -115932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -115938.953125 Penalty: 671.829956
	Iteration 14Q: 3 clusters Score -115939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -115945.976562 Penalty: 671.829956
	Iteration 15Q: 3 clusters Score -115946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -115949.546875 Penalty: 671.829956
	Iteration 16Q: 3 clusters Score -115949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -115955.546875 Penalty: 671.829956
	Iteration 17Q: 3 clusters Score -115955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -115960.140625 Penalty: 671.829956
	Iteration 18Q: 3 clusters Score -115960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -115963.632812 Penalty: 671.829956
	Iteration 19Q: 3 clusters Score -115963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -115968.671875 Penalty: 671.829956
	Iteration 20F: 3 clusters Score -115968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -115972.015625 Penalty: 671.829956
	Iteration 21Q: 3 clusters Score -115972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -115979.890625 Penalty: 671.829956
	Iteration 22Q: 3 clusters Score -115979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -115988.492188 Penalty: 671.829956
	Iteration 23Q: 3 clusters Score -115988.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -115993.187500 Penalty: 671.829956
	Iteration 24Q: 3 clusters Score -115993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -115997.101562 Penalty: 671.829956
	Iteration 25Q: 3 clusters Score -115997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -115999.203125 Penalty: 671.829956
	Iteration 26Q: 3 clusters Score -115999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -116001.648438 Penalty: 671.829956
	Iteration 27Q: 3 clusters Score -116001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -116002.437500 Penalty: 671.829956
	Iteration 28Q: 3 clusters Score -116002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -116002.578125 Penalty: 671.829956
	Iteration 29Q: 3 clusters Score -116002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -116003.195312 Penalty: 671.829956
	Iteration 30Q: 3 clusters Score -116003.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -116003.695312 Penalty: 671.829956
	Iteration 31Q: 3 clusters Score -116003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -116005.179688 Penalty: 671.829956
	Iteration 32Q: 3 clusters Score -116005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -116006.210938 Penalty: 671.829956
	Iteration 33Q: 3 clusters Score -116006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -116006.632812 Penalty: 671.829956
	Iteration 34Q: 3 clusters Score -116006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -116006.671875 Penalty: 671.829956
	Iteration 35Q: 3 clusters Score -116006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -116006.671875 Penalty: 671.829956
	Iteration 36F: 3 clusters Score -116006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -512106.750000 Penalty: 399.714203
	Iteration 0F: 2 clusters Score -512106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -507758.531250 Penalty: 799.428406
	Iteration 0F: 3 clusters Score -507758.5 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -509444.406250 Penalty: 799.428406
	Iteration 1F: 3 clusters Score -509444.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -509707.562500 Penalty: 799.428406
	Iteration 2F: 3 clusters Score -509707.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -510127.843750 Penalty: 799.428406
	Iteration 3F: 3 clusters Score -510127.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -510639.687500 Penalty: 799.428406
	Iteration 4F: 3 clusters Score -510639.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -511144.781250 Penalty: 799.428406
	Iteration 5F: 3 clusters Score -511144.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -511475.625000 Penalty: 799.428406
	Iteration 6F: 3 clusters Score -511475.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -511678.906250 Penalty: 799.428406
	Iteration 7Q: 3 clusters Score -511678.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -511781.875000 Penalty: 799.428406
	Iteration 8Q: 3 clusters Score -511781.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -511818.593750 Penalty: 799.428406
	Iteration 9Q: 3 clusters Score -511818.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -511839.812500 Penalty: 799.428406
	Iteration 10Q: 3 clusters Score -511839.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -511854.375000 Penalty: 799.428406
	Iteration 11Q: 3 clusters Score -511854.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -511866.437500 Penalty: 799.428406
	Iteration 12Q: 3 clusters Score -511866.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -511879.468750 Penalty: 799.428406
	Iteration 13Q: 3 clusters Score -511879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -511885.593750 Penalty: 799.428406
	Iteration 14Q: 3 clusters Score -511885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -511887.500000 Penalty: 799.428406
	Iteration 15Q: 3 clusters Score -511887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -511889.656250 Penalty: 799.428406
	Iteration 16Q: 3 clusters Score -511889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -511889.562500 Penalty: 799.428406
	Iteration 17Q: 3 clusters Score -511889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -511889.062500 Penalty: 799.428406
	Iteration 18Q: 3 clusters Score -511889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -511889.593750 Penalty: 799.428406
	Iteration 19Q: 3 clusters Score -511889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -511890.031250 Penalty: 799.428406
	Iteration 20F: 3 clusters Score -511890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -511890.125000 Penalty: 799.428406
	Iteration 21Q: 3 clusters Score -511890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -511889.781250 Penalty: 799.428406
	Iteration 22Q: 3 clusters Score -511889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -511891.312500 Penalty: 799.428406
	Iteration 23Q: 3 clusters Score -511891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -511891.656250 Penalty: 799.428406
	Iteration 24Q: 3 clusters Score -511891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -511891.375000 Penalty: 799.428406
	Iteration 25Q: 3 clusters Score -511891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -511892.281250 Penalty: 799.428406
	Iteration 26Q: 3 clusters Score -511892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -511892.593750 Penalty: 799.428406
	Iteration 27Q: 3 clusters Score -511892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -511892.593750 Penalty: 799.428406
	Iteration 28F: 3 clusters Score -511892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -30469.480469 Penalty: 285.672729
	Iteration 0F: 2 clusters Score -30469.48 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 294 members 
Entering Unmasked Estep 
Score: -29947.458984 Penalty: 571.345459
	Iteration 0F: 3 clusters Score -29947.46 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -30107.343750 Penalty: 571.345459
	Iteration 1F: 3 clusters Score -30107.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30162.035156 Penalty: 571.345459
	Iteration 2F: 3 clusters Score -30162.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30195.238281 Penalty: 571.345459
	Iteration 3F: 3 clusters Score -30195.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -30224.732422 Penalty: 571.345459
	Iteration 4Q: 3 clusters Score -30224.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -30252.755859 Penalty: 571.345459
	Iteration 5Q: 3 clusters Score -30252.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30263.925781 Penalty: 571.345459
	Iteration 6Q: 3 clusters Score -30263.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30269.019531 Penalty: 571.345459
	Iteration 7Q: 3 clusters Score -30269.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30272.595703 Penalty: 571.345459
	Iteration 8Q: 3 clusters Score -30272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -30277.757812 Penalty: 571.345459
	Iteration 9Q: 3 clusters Score -30277.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30285.125000 Penalty: 571.345459
	Iteration 10Q: 3 clusters Score -30285.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -30299.816406 Penalty: 571.345459
	Iteration 11Q: 3 clusters Score -30299.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -30319.128906 Penalty: 571.345459
	Iteration 12Q: 3 clusters Score -30319.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -30329.597656 Penalty: 571.345459
	Iteration 13Q: 3 clusters Score -30329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30336.322266 Penalty: 571.345459
	Iteration 14Q: 3 clusters Score -30336.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -30342.425781 Penalty: 571.345459
	Iteration 15Q: 3 clusters Score -30342.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -30347.671875 Penalty: 571.345459
	Iteration 16Q: 3 clusters Score -30347.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30349.701172 Penalty: 571.345459
	Iteration 17Q: 3 clusters Score -30349.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -30353.181641 Penalty: 571.345459
	Iteration 18Q: 3 clusters Score -30353.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -30363.792969 Penalty: 571.345459
	Iteration 19Q: 3 clusters Score -30363.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30371.958984 Penalty: 571.345459
	Iteration 20F: 3 clusters Score -30371.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30385.408203 Penalty: 571.345459
	Iteration 21Q: 3 clusters Score -30385.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30394.869141 Penalty: 571.345459
	Iteration 22Q: 3 clusters Score -30394.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30402.716797 Penalty: 571.345459
	Iteration 23Q: 3 clusters Score -30402.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30411.451172 Penalty: 571.345459
	Iteration 24Q: 3 clusters Score -30411.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30412.806641 Penalty: 571.345459
	Iteration 25Q: 3 clusters Score -30412.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30414.107422 Penalty: 571.345459
	Iteration 26Q: 3 clusters Score -30414.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30414.107422 Penalty: 571.345459
	Iteration 27F: 3 clusters Score -30414.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -15558.572266 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -15558.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15145.903320 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -15145.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15275.375000 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -15275.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15326.749023 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -15326.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15345.547852 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -15345.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15351.629883 Penalty: 537.139648
	Iteration 4Q: 3 clusters Score -15351.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15355.890625 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -15355.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15359.192383 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -15359.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15368.152344 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -15368.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15376.613281 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -15376.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15378.653320 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -15378.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15378.653320 Penalty: 537.139648
	Iteration 10F: 3 clusters Score -15378.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -245347.906250 Penalty: 368.598755
	Iteration 0F: 2 clusters Score -245347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -243081.234375 Penalty: 737.197510
	Iteration 0F: 3 clusters Score -243081.2 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -243869.484375 Penalty: 737.197510
	Iteration 1F: 3 clusters Score -243869.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243956.703125 Penalty: 737.197510
	Iteration 2F: 3 clusters Score -243956.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -244021.015625 Penalty: 737.197510
	Iteration 3Q: 3 clusters Score -244021 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -244087.468750 Penalty: 737.197510
	Iteration 4Q: 3 clusters Score -244087.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -244160.812500 Penalty: 737.197510
	Iteration 5Q: 3 clusters Score -244160.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244272.218750 Penalty: 737.197510
	Iteration 6Q: 3 clusters Score -244272.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -244430.375000 Penalty: 737.197510
	Iteration 7F: 3 clusters Score -244430.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -244605.343750 Penalty: 737.197510
	Iteration 8F: 3 clusters Score -244605.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -244729.812500 Penalty: 737.197510
	Iteration 9Q: 3 clusters Score -244729.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -244842.984375 Penalty: 737.197510
	Iteration 10Q: 3 clusters Score -244843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -244950.031250 Penalty: 737.197510
	Iteration 11Q: 3 clusters Score -244950 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -245018.906250 Penalty: 737.197510
	Iteration 12Q: 3 clusters Score -245018.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -245043.625000 Penalty: 737.197510
	Iteration 13Q: 3 clusters Score -245043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -245056.093750 Penalty: 737.197510
	Iteration 14Q: 3 clusters Score -245056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -245065.078125 Penalty: 737.197510
	Iteration 15Q: 3 clusters Score -245065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -245074.593750 Penalty: 737.197510
	Iteration 16Q: 3 clusters Score -245074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -245079.734375 Penalty: 737.197510
	Iteration 17Q: 3 clusters Score -245079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -245079.734375 Penalty: 737.197510
	Iteration 18F: 3 clusters Score -245079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7070.389648 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7070.39 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 137 members 
Entering Unmasked Estep 
Score: -6736.036133 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -6736.036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6835.926270 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -6835.926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6904.499023 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -6904.499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6955.414062 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -6955.414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6990.314453 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -6990.314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7000.768555 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -7000.769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7004.970703 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -7004.971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7012.118652 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -7012.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -7012.742676 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -7012.743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -7016.576172 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -7016.576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7019.581055 Penalty: 507.755432
	Iteration 10Q: 3 clusters Score -7019.581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7020.194824 Penalty: 507.755432
	Iteration 11Q: 3 clusters Score -7020.195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7020.194824 Penalty: 507.755432
	Iteration 12F: 3 clusters Score -7020.195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -539009.312500 Penalty: 399.776825
	Iteration 0F: 2 clusters Score -539009.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -534654.312500 Penalty: 799.553650
	Iteration 0F: 3 clusters Score -534654.3 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -536379.062500 Penalty: 799.553650
	Iteration 1F: 3 clusters Score -536379.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -536707.625000 Penalty: 799.553650
	Iteration 2F: 3 clusters Score -536707.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -537161.187500 Penalty: 799.553650
	Iteration 3F: 3 clusters Score -537161.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -537738.500000 Penalty: 799.553650
	Iteration 4F: 3 clusters Score -537738.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -538026.625000 Penalty: 799.553650
	Iteration 5F: 3 clusters Score -538026.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -538145.375000 Penalty: 799.553650
	Iteration 6Q: 3 clusters Score -538145.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -538216.937500 Penalty: 799.553650
	Iteration 7Q: 3 clusters Score -538216.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -538275.687500 Penalty: 799.553650
	Iteration 8Q: 3 clusters Score -538275.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -538337.062500 Penalty: 799.553650
	Iteration 9Q: 3 clusters Score -538337.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -538394.937500 Penalty: 799.553650
	Iteration 10Q: 3 clusters Score -538394.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -538420.500000 Penalty: 799.553650
	Iteration 11Q: 3 clusters Score -538420.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -538493.750000 Penalty: 799.553650
	Iteration 12Q: 3 clusters Score -538493.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -538536.812500 Penalty: 799.553650
	Iteration 13Q: 3 clusters Score -538536.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -538539.875000 Penalty: 799.553650
	Iteration 14Q: 3 clusters Score -538539.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -538560.375000 Penalty: 799.553650
	Iteration 15Q: 3 clusters Score -538560.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -538561.187500 Penalty: 799.553650
	Iteration 16Q: 3 clusters Score -538561.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -538564.375000 Penalty: 799.553650
	Iteration 17Q: 3 clusters Score -538564.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -538580.187500 Penalty: 799.553650
	Iteration 18Q: 3 clusters Score -538580.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -538580.812500 Penalty: 799.553650
	Iteration 19Q: 3 clusters Score -538580.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -538588.375000 Penalty: 799.553650
	Iteration 20F: 3 clusters Score -538588.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -538592.312500 Penalty: 799.553650
	Iteration 21Q: 3 clusters Score -538592.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -538591.687500 Penalty: 799.553650
	Iteration 22Q: 3 clusters Score -538591.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -538580.937500 Penalty: 799.553650
	Iteration 23Q: 3 clusters Score -538580.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -538563.687500 Penalty: 799.553650
	Iteration 24Q: 3 clusters Score -538563.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -538549.625000 Penalty: 799.553650
	Iteration 25Q: 3 clusters Score -538549.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -538541.125000 Penalty: 799.553650
	Iteration 26Q: 3 clusters Score -538541.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -538522.562500 Penalty: 799.553650
	Iteration 27Q: 3 clusters Score -538522.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -538515.812500 Penalty: 799.553650
	Iteration 28Q: 3 clusters Score -538515.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -538522.875000 Penalty: 799.553650
	Iteration 29Q: 3 clusters Score -538522.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -538526.687500 Penalty: 799.553650
	Iteration 30Q: 3 clusters Score -538526.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -538540.000000 Penalty: 799.553650
	Iteration 31Q: 3 clusters Score -538540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -538534.375000 Penalty: 799.553650
	Iteration 32Q: 3 clusters Score -538534.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -538530.062500 Penalty: 799.553650
	Iteration 33Q: 3 clusters Score -538530.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -538533.500000 Penalty: 799.553650
	Iteration 34Q: 3 clusters Score -538533.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -538525.437500 Penalty: 799.553650
	Iteration 35Q: 3 clusters Score -538525.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -538517.312500 Penalty: 799.553650
	Iteration 36Q: 3 clusters Score -538517.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -538515.062500 Penalty: 799.553650
	Iteration 37Q: 3 clusters Score -538515.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -538517.437500 Penalty: 799.553650
	Iteration 38Q: 3 clusters Score -538517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -538500.437500 Penalty: 799.553650
	Iteration 39Q: 3 clusters Score -538500.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -538489.062500 Penalty: 799.553650
	Iteration 40F: 3 clusters Score -538489.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -538499.062500 Penalty: 799.553650
	Iteration 41Q: 3 clusters Score -538499.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -538492.125000 Penalty: 799.553650
	Iteration 42Q: 3 clusters Score -538492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -538483.375000 Penalty: 799.553650
	Iteration 43Q: 3 clusters Score -538483.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -538497.500000 Penalty: 799.553650
	Iteration 44Q: 3 clusters Score -538497.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -538489.187500 Penalty: 799.553650
	Iteration 45Q: 3 clusters Score -538489.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -538493.187500 Penalty: 799.553650
	Iteration 46Q: 3 clusters Score -538493.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -538498.750000 Penalty: 799.553650
	Iteration 47Q: 3 clusters Score -538498.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -538492.437500 Penalty: 799.553650
	Iteration 48Q: 3 clusters Score -538492.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -538494.875000 Penalty: 799.553650
	Iteration 49Q: 3 clusters Score -538494.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -538512.062500 Penalty: 799.553650
	Iteration 50Q: 3 clusters Score -538512.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -538521.187500 Penalty: 799.553650
	Iteration 51Q: 3 clusters Score -538521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -538522.687500 Penalty: 799.553650
	Iteration 52Q: 3 clusters Score -538522.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -538513.875000 Penalty: 799.553650
	Iteration 53Q: 3 clusters Score -538513.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -538513.625000 Penalty: 799.553650
	Iteration 54Q: 3 clusters Score -538513.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -538521.125000 Penalty: 799.553650
	Iteration 55Q: 3 clusters Score -538521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -538523.125000 Penalty: 799.553650
	Iteration 56Q: 3 clusters Score -538523.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -538523.687500 Penalty: 799.553650
	Iteration 57Q: 3 clusters Score -538523.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -538526.875000 Penalty: 799.553650
	Iteration 58Q: 3 clusters Score -538526.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -538536.312500 Penalty: 799.553650
	Iteration 59Q: 3 clusters Score -538536.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -538535.437500 Penalty: 799.553650
	Iteration 60F: 3 clusters Score -538535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -538547.562500 Penalty: 799.553650
	Iteration 61Q: 3 clusters Score -538547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -538546.000000 Penalty: 799.553650
	Iteration 62Q: 3 clusters Score -538546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -538545.500000 Penalty: 799.553650
	Iteration 63Q: 3 clusters Score -538545.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -538545.375000 Penalty: 799.553650
	Iteration 64Q: 3 clusters Score -538545.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -538546.750000 Penalty: 799.553650
	Iteration 65Q: 3 clusters Score -538546.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -538557.187500 Penalty: 799.553650
	Iteration 66Q: 3 clusters Score -538557.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -538555.187500 Penalty: 799.553650
	Iteration 67Q: 3 clusters Score -538555.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -538555.375000 Penalty: 799.553650
	Iteration 68Q: 3 clusters Score -538555.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -538553.000000 Penalty: 799.553650
	Iteration 69Q: 3 clusters Score -538553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -538560.437500 Penalty: 799.553650
	Iteration 70Q: 3 clusters Score -538560.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -538558.937500 Penalty: 799.553650
	Iteration 71Q: 3 clusters Score -538558.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -538568.062500 Penalty: 799.553650
	Iteration 72Q: 3 clusters Score -538568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -538572.812500 Penalty: 799.553650
	Iteration 73Q: 3 clusters Score -538572.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -538572.500000 Penalty: 799.553650
	Iteration 74Q: 3 clusters Score -538572.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -538571.062500 Penalty: 799.553650
	Iteration 75Q: 3 clusters Score -538571.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -538564.750000 Penalty: 799.553650
	Iteration 76Q: 3 clusters Score -538564.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -538567.500000 Penalty: 799.553650
	Iteration 77Q: 3 clusters Score -538567.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -538574.562500 Penalty: 799.553650
	Iteration 78Q: 3 clusters Score -538574.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -538574.312500 Penalty: 799.553650
	Iteration 79Q: 3 clusters Score -538574.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -538576.500000 Penalty: 799.553650
	Iteration 80F: 3 clusters Score -538576.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -538583.125000 Penalty: 799.553650
	Iteration 81Q: 3 clusters Score -538583.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -538581.875000 Penalty: 799.553650
	Iteration 82Q: 3 clusters Score -538581.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -538585.687500 Penalty: 799.553650
	Iteration 83Q: 3 clusters Score -538585.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -538597.750000 Penalty: 799.553650
	Iteration 84Q: 3 clusters Score -538597.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -538615.187500 Penalty: 799.553650
	Iteration 85Q: 3 clusters Score -538615.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -538624.562500 Penalty: 799.553650
	Iteration 86Q: 3 clusters Score -538624.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -538628.625000 Penalty: 799.553650
	Iteration 87Q: 3 clusters Score -538628.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -538643.500000 Penalty: 799.553650
	Iteration 88Q: 3 clusters Score -538643.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -538651.375000 Penalty: 799.553650
	Iteration 89Q: 3 clusters Score -538651.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -538647.812500 Penalty: 799.553650
	Iteration 90Q: 3 clusters Score -538647.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -538658.062500 Penalty: 799.553650
	Iteration 91Q: 3 clusters Score -538658.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -538667.375000 Penalty: 799.553650
	Iteration 92Q: 3 clusters Score -538667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -538669.625000 Penalty: 799.553650
	Iteration 93Q: 3 clusters Score -538669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -538666.562500 Penalty: 799.553650
	Iteration 94Q: 3 clusters Score -538666.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -538668.687500 Penalty: 799.553650
	Iteration 95Q: 3 clusters Score -538668.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -538672.437500 Penalty: 799.553650
	Iteration 96Q: 3 clusters Score -538672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -538670.250000 Penalty: 799.553650
	Iteration 97Q: 3 clusters Score -538670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -538672.750000 Penalty: 799.553650
	Iteration 98Q: 3 clusters Score -538672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -538673.625000 Penalty: 799.553650
	Iteration 99Q: 3 clusters Score -538673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -538673.687500 Penalty: 799.553650
	Iteration 100F: 3 clusters Score -538673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -538677.062500 Penalty: 799.553650
	Iteration 101Q: 3 clusters Score -538677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -538681.250000 Penalty: 799.553650
	Iteration 102Q: 3 clusters Score -538681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -538682.812500 Penalty: 799.553650
	Iteration 103Q: 3 clusters Score -538682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -538684.312500 Penalty: 799.553650
	Iteration 104Q: 3 clusters Score -538684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -538685.312500 Penalty: 799.553650
	Iteration 105Q: 3 clusters Score -538685.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -538682.000000 Penalty: 799.553650
	Iteration 106Q: 3 clusters Score -538682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -538684.937500 Penalty: 799.553650
	Iteration 107Q: 3 clusters Score -538684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -538689.250000 Penalty: 799.553650
	Iteration 108Q: 3 clusters Score -538689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -538689.250000 Penalty: 799.553650
	Iteration 109Q: 3 clusters Score -538689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -538688.812500 Penalty: 799.553650
	Iteration 110Q: 3 clusters Score -538688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -538690.937500 Penalty: 799.553650
	Iteration 111Q: 3 clusters Score -538690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -538690.687500 Penalty: 799.553650
	Iteration 112Q: 3 clusters Score -538690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -538693.625000 Penalty: 799.553650
	Iteration 113Q: 3 clusters Score -538693.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -538693.625000 Penalty: 799.553650
	Iteration 114F: 3 clusters Score -538693.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -64300.316406 Penalty: 310.706390
	Iteration 0F: 2 clusters Score -64300.32 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 465 members 
Entering Unmasked Estep 
Score: -63538.890625 Penalty: 621.412781
	Iteration 0F: 3 clusters Score -63538.89 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63733.640625 Penalty: 621.412781
	Iteration 1F: 3 clusters Score -63733.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -63775.183594 Penalty: 621.412781
	Iteration 2F: 3 clusters Score -63775.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63800.812500 Penalty: 621.412781
	Iteration 3F: 3 clusters Score -63800.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63818.660156 Penalty: 621.412781
	Iteration 4Q: 3 clusters Score -63818.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63833.390625 Penalty: 621.412781
	Iteration 5Q: 3 clusters Score -63833.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63852.937500 Penalty: 621.412781
	Iteration 6Q: 3 clusters Score -63852.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63869.113281 Penalty: 621.412781
	Iteration 7Q: 3 clusters Score -63869.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -63881.945312 Penalty: 621.412781
	Iteration 8Q: 3 clusters Score -63881.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63890.398438 Penalty: 621.412781
	Iteration 9Q: 3 clusters Score -63890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63893.554688 Penalty: 621.412781
	Iteration 10Q: 3 clusters Score -63893.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63895.539062 Penalty: 621.412781
	Iteration 11Q: 3 clusters Score -63895.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63897.406250 Penalty: 621.412781
	Iteration 12Q: 3 clusters Score -63897.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63900.496094 Penalty: 621.412781
	Iteration 13Q: 3 clusters Score -63900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63907.734375 Penalty: 621.412781
	Iteration 14Q: 3 clusters Score -63907.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63920.453125 Penalty: 621.412781
	Iteration 15Q: 3 clusters Score -63920.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63928.855469 Penalty: 621.412781
	Iteration 16Q: 3 clusters Score -63928.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63932.500000 Penalty: 621.412781
	Iteration 17Q: 3 clusters Score -63932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63935.929688 Penalty: 621.412781
	Iteration 18Q: 3 clusters Score -63935.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -63937.894531 Penalty: 621.412781
	Iteration 19Q: 3 clusters Score -63937.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63939.171875 Penalty: 621.412781
	Iteration 20F: 3 clusters Score -63939.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63940.191406 Penalty: 621.412781
	Iteration 21Q: 3 clusters Score -63940.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -63941.574219 Penalty: 621.412781
	Iteration 22Q: 3 clusters Score -63941.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -63942.730469 Penalty: 621.412781
	Iteration 23Q: 3 clusters Score -63942.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63943.500000 Penalty: 621.412781
	Iteration 24Q: 3 clusters Score -63943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63943.824219 Penalty: 621.412781
	Iteration 25Q: 3 clusters Score -63943.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63943.980469 Penalty: 621.412781
	Iteration 26Q: 3 clusters Score -63943.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63944.164062 Penalty: 621.412781
	Iteration 27Q: 3 clusters Score -63944.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -63944.449219 Penalty: 621.412781
	Iteration 28Q: 3 clusters Score -63944.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63945.367188 Penalty: 621.412781
	Iteration 29Q: 3 clusters Score -63945.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63945.996094 Penalty: 621.412781
	Iteration 30Q: 3 clusters Score -63946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63946.070312 Penalty: 621.412781
	Iteration 31Q: 3 clusters Score -63946.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63946.855469 Penalty: 621.412781
	Iteration 32Q: 3 clusters Score -63946.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63947.894531 Penalty: 621.412781
	Iteration 33Q: 3 clusters Score -63947.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63948.097656 Penalty: 621.412781
	Iteration 34Q: 3 clusters Score -63948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63948.097656 Penalty: 621.412781
	Iteration 35F: 3 clusters Score -63948.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (19621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Entering Unmasked Estep 
Score: -1554421.750000 Penalty: 449.738190
	Iteration 0F: 2 clusters Score -1554422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1541316.250000 Penalty: 899.476379
	Iteration 0F: 3 clusters Score -1541316 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1547148.375000 Penalty: 899.476379
	Iteration 1F: 3 clusters Score -1547148 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1547747.000000 Penalty: 899.476379
	Iteration 2F: 3 clusters Score -1547747 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1548682.500000 Penalty: 899.476379
	Iteration 3F: 3 clusters Score -1548682 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1550062.125000 Penalty: 899.476379
	Iteration 4F: 3 clusters Score -1550062 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1551572.500000 Penalty: 899.476379
	Iteration 5F: 3 clusters Score -1551572 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1552807.250000 Penalty: 899.476379
	Iteration 6F: 3 clusters Score -1552807 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1553507.875000 Penalty: 899.476379
	Iteration 7Q: 3 clusters Score -1553508 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1553843.375000 Penalty: 899.476379
	Iteration 8Q: 3 clusters Score -1553843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -1553949.875000 Penalty: 899.476379
	Iteration 9Q: 3 clusters Score -1553950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1553977.625000 Penalty: 899.476379
	Iteration 10Q: 3 clusters Score -1553978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1553988.000000 Penalty: 899.476379
	Iteration 11Q: 3 clusters Score -1553988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1553996.375000 Penalty: 899.476379
	Iteration 12Q: 3 clusters Score -1553996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1553999.500000 Penalty: 899.476379
	Iteration 13Q: 3 clusters Score -1554000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -1554001.750000 Penalty: 899.476379
	Iteration 14Q: 3 clusters Score -1554002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1554003.375000 Penalty: 899.476379
	Iteration 15Q: 3 clusters Score -1554003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1554004.375000 Penalty: 899.476379
	Iteration 16Q: 3 clusters Score -1554004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1554010.625000 Penalty: 899.476379
	Iteration 17Q: 3 clusters Score -1554011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1554012.375000 Penalty: 899.476379
	Iteration 18Q: 3 clusters Score -1554012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1554013.625000 Penalty: 899.476379
	Iteration 19Q: 3 clusters Score -1554014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1554019.125000 Penalty: 899.476379
	Iteration 20F: 3 clusters Score -1554019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1554033.125000 Penalty: 899.476379
	Iteration 21Q: 3 clusters Score -1554033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1554034.750000 Penalty: 899.476379
	Iteration 22Q: 3 clusters Score -1554035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1554034.750000 Penalty: 899.476379
	Iteration 23F: 3 clusters Score -1554035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -13744.844727 Penalty: 247.630005
	Iteration 0F: 2 clusters Score -13744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13442.068359 Penalty: 495.260010
	Iteration 0F: 3 clusters Score -13442.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13538.727539 Penalty: 495.260010
	Iteration 1F: 3 clusters Score -13538.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13568.865234 Penalty: 495.260010
	Iteration 2F: 3 clusters Score -13568.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13581.836914 Penalty: 495.260010
	Iteration 3Q: 3 clusters Score -13581.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13594.687500 Penalty: 495.260010
	Iteration 4Q: 3 clusters Score -13594.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13601.222656 Penalty: 495.260010
	Iteration 5Q: 3 clusters Score -13601.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13604.382812 Penalty: 495.260010
	Iteration 6Q: 3 clusters Score -13604.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13604.695312 Penalty: 495.260010
	Iteration 7Q: 3 clusters Score -13604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13609.937500 Penalty: 495.260010
	Iteration 8Q: 3 clusters Score -13609.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13613.791016 Penalty: 495.260010
	Iteration 9Q: 3 clusters Score -13613.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13614.889648 Penalty: 495.260010
	Iteration 10Q: 3 clusters Score -13614.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13614.889648 Penalty: 495.260010
	Iteration 11F: 3 clusters Score -13614.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -13664.923828 Penalty: 248.411148
	Iteration 0F: 2 clusters Score -13664.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13346.021484 Penalty: 496.822296
	Iteration 0F: 3 clusters Score -13346.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13456.499023 Penalty: 496.822296
	Iteration 1F: 3 clusters Score -13456.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -13528.313477 Penalty: 496.822296
	Iteration 2F: 3 clusters Score -13528.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13615.251953 Penalty: 496.822296
	Iteration 3F: 3 clusters Score -13615.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13695.107422 Penalty: 496.822296
	Iteration 4F: 3 clusters Score -13695.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13738.478516 Penalty: 496.822296
	Iteration 5Q: 3 clusters Score -13738.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13762.546875 Penalty: 496.822296
	Iteration 6Q: 3 clusters Score -13762.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13773.662109 Penalty: 496.822296
	Iteration 7Q: 3 clusters Score -13773.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13785.277344 Penalty: 496.822296
	Iteration 8Q: 3 clusters Score -13785.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13795.384766 Penalty: 496.822296
	Iteration 9Q: 3 clusters Score -13795.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13803.906250 Penalty: 496.822296
	Iteration 10Q: 3 clusters Score -13803.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13824.103516 Penalty: 496.822296
	Iteration 11Q: 3 clusters Score -13824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13824.103516 Penalty: 496.822296
	Iteration 12F: 3 clusters Score -13824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 22111 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12995 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 44287 members 
Mstep: Class 63 contains 113 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 39839 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Entering Unmasked Estep 
Score: -42172448.000000 Penalty: 42135.550781
Splitting cluster 54 changes total score from -42171044.000000 to -42172448.000000
So it's getting split into cluster 63.
Entering ConstructFrom: 
Trying to split cluster 55 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -12467.432617 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -12467.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12148.334961 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -12148.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12250.563477 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -12250.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12290.466797 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -12290.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12326.696289 Penalty: 504.965912
	Iteration 3Q: 3 clusters Score -12326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12348.793945 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -12348.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12355.323242 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -12355.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12357.804688 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -12357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12359.722656 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -12359.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12361.684570 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -12361.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12361.684570 Penalty: 504.965912
	Iteration 9F: 3 clusters Score -12361.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -7544.241211 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -7544.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7337.953125 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -7337.953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7372.518066 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -7372.518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7386.420898 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -7386.421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7391.324707 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -7391.325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7394.906738 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -7394.907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7394.906738 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -7394.907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -79568.257812 Penalty: 318.432190
	Iteration 0F: 2 clusters Score -79568.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78726.968750 Penalty: 636.864380
	Iteration 0F: 3 clusters Score -78726.97 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78966.218750 Penalty: 636.864380
	Iteration 1F: 3 clusters Score -78966.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79014.835938 Penalty: 636.864380
	Iteration 2F: 3 clusters Score -79014.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -79037.843750 Penalty: 636.864380
	Iteration 3F: 3 clusters Score -79037.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -79056.148438 Penalty: 636.864380
	Iteration 4Q: 3 clusters Score -79056.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -79078.757812 Penalty: 636.864380
	Iteration 5Q: 3 clusters Score -79078.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -79095.093750 Penalty: 636.864380
	Iteration 6Q: 3 clusters Score -79095.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -79114.406250 Penalty: 636.864380
	Iteration 7Q: 3 clusters Score -79114.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79134.593750 Penalty: 636.864380
	Iteration 8Q: 3 clusters Score -79134.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79156.414062 Penalty: 636.864380
	Iteration 9Q: 3 clusters Score -79156.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -79175.867188 Penalty: 636.864380
	Iteration 10Q: 3 clusters Score -79175.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -79203.242188 Penalty: 636.864380
	Iteration 11Q: 3 clusters Score -79203.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -79232.203125 Penalty: 636.864380
	Iteration 12Q: 3 clusters Score -79232.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79254.968750 Penalty: 636.864380
	Iteration 13Q: 3 clusters Score -79254.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79271.148438 Penalty: 636.864380
	Iteration 14Q: 3 clusters Score -79271.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79281.390625 Penalty: 636.864380
	Iteration 15Q: 3 clusters Score -79281.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79287.804688 Penalty: 636.864380
	Iteration 16Q: 3 clusters Score -79287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -79292.242188 Penalty: 636.864380
	Iteration 17Q: 3 clusters Score -79292.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79299.054688 Penalty: 636.864380
	Iteration 18Q: 3 clusters Score -79299.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79304.742188 Penalty: 636.864380
	Iteration 19Q: 3 clusters Score -79304.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79307.234375 Penalty: 636.864380
	Iteration 20F: 3 clusters Score -79307.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79309.492188 Penalty: 636.864380
	Iteration 21Q: 3 clusters Score -79309.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79310.882812 Penalty: 636.864380
	Iteration 22Q: 3 clusters Score -79310.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79312.835938 Penalty: 636.864380
	Iteration 23Q: 3 clusters Score -79312.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79314.335938 Penalty: 636.864380
	Iteration 24Q: 3 clusters Score -79314.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79315.140625 Penalty: 636.864380
	Iteration 25Q: 3 clusters Score -79315.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79316.460938 Penalty: 636.864380
	Iteration 26Q: 3 clusters Score -79316.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79317.054688 Penalty: 636.864380
	Iteration 27Q: 3 clusters Score -79317.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79317.359375 Penalty: 636.864380
	Iteration 28Q: 3 clusters Score -79317.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79317.914062 Penalty: 636.864380
	Iteration 29Q: 3 clusters Score -79317.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79317.914062 Penalty: 636.864380
	Iteration 30F: 3 clusters Score -79317.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (14372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Entering Unmasked Estep 
Score: -1178946.500000 Penalty: 435.573181
	Iteration 0F: 2 clusters Score -1178946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1169635.875000 Penalty: 871.146362
	Iteration 0F: 3 clusters Score -1169636 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1174108.125000 Penalty: 871.146362
	Iteration 1F: 3 clusters Score -1174108 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1175219.625000 Penalty: 871.146362
	Iteration 2F: 3 clusters Score -1175220 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1177160.250000 Penalty: 871.146362
	Iteration 3F: 3 clusters Score -1177160 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1178364.125000 Penalty: 871.146362
	Iteration 4F: 3 clusters Score -1178364 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1178687.250000 Penalty: 871.146362
	Iteration 5Q: 3 clusters Score -1178687 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1178769.500000 Penalty: 871.146362
	Iteration 6Q: 3 clusters Score -1178770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1178807.000000 Penalty: 871.146362
	Iteration 7Q: 3 clusters Score -1178807 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1178826.625000 Penalty: 871.146362
	Iteration 8Q: 3 clusters Score -1178827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1178843.000000 Penalty: 871.146362
	Iteration 9Q: 3 clusters Score -1178843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1178844.125000 Penalty: 871.146362
	Iteration 10Q: 3 clusters Score -1178844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1178846.625000 Penalty: 871.146362
	Iteration 11Q: 3 clusters Score -1178847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1178848.250000 Penalty: 871.146362
	Iteration 12Q: 3 clusters Score -1178848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1178848.625000 Penalty: 871.146362
	Iteration 13Q: 3 clusters Score -1178849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1178843.000000 Penalty: 871.146362
	Iteration 14Q: 3 clusters Score -1178843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1178844.000000 Penalty: 871.146362
	Iteration 15Q: 3 clusters Score -1178844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1178839.500000 Penalty: 871.146362
	Iteration 16Q: 3 clusters Score -1178840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1178837.125000 Penalty: 871.146362
	Iteration 17Q: 3 clusters Score -1178837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1178836.625000 Penalty: 871.146362
	Iteration 18Q: 3 clusters Score -1178837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1178836.625000 Penalty: 871.146362
	Iteration 19F: 3 clusters Score -1178837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -764541.187500 Penalty: 416.626343
	Iteration 0F: 2 clusters Score -764541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -758282.750000 Penalty: 833.252686
	Iteration 0F: 3 clusters Score -758282.8 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -760663.500000 Penalty: 833.252686
	Iteration 1F: 3 clusters Score -760663.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -760736.687500 Penalty: 833.252686
	Iteration 2Q: 3 clusters Score -760736.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -760815.500000 Penalty: 833.252686
	Iteration 3Q: 3 clusters Score -760815.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -760886.062500 Penalty: 833.252686
	Iteration 4Q: 3 clusters Score -760886.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -760946.250000 Penalty: 833.252686
	Iteration 5Q: 3 clusters Score -760946.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -760997.312500 Penalty: 833.252686
	Iteration 6Q: 3 clusters Score -760997.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -761049.437500 Penalty: 833.252686
	Iteration 7Q: 3 clusters Score -761049.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -761100.312500 Penalty: 833.252686
	Iteration 8Q: 3 clusters Score -761100.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -761150.812500 Penalty: 833.252686
	Iteration 9Q: 3 clusters Score -761150.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -761215.125000 Penalty: 833.252686
	Iteration 10Q: 3 clusters Score -761215.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -761303.562500 Penalty: 833.252686
	Iteration 11Q: 3 clusters Score -761303.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -761462.187500 Penalty: 833.252686
	Iteration 12Q: 3 clusters Score -761462.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -761719.125000 Penalty: 833.252686
	Iteration 13Q: 3 clusters Score -761719.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -762118.875000 Penalty: 833.252686
	Iteration 14F: 3 clusters Score -762118.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -762643.562500 Penalty: 833.252686
	Iteration 15F: 3 clusters Score -762643.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -763217.562500 Penalty: 833.252686
	Iteration 16F: 3 clusters Score -763217.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -763688.500000 Penalty: 833.252686
	Iteration 17Q: 3 clusters Score -763688.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -763970.750000 Penalty: 833.252686
	Iteration 18Q: 3 clusters Score -763970.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -764088.500000 Penalty: 833.252686
	Iteration 19Q: 3 clusters Score -764088.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -764138.375000 Penalty: 833.252686
	Iteration 20F: 3 clusters Score -764138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -764149.562500 Penalty: 833.252686
	Iteration 21Q: 3 clusters Score -764149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -764160.250000 Penalty: 833.252686
	Iteration 22Q: 3 clusters Score -764160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -764161.375000 Penalty: 833.252686
	Iteration 23Q: 3 clusters Score -764161.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -764161.375000 Penalty: 833.252686
	Iteration 24F: 3 clusters Score -764161.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Entering Unmasked Estep 
Score: -1320842.875000 Penalty: 442.242920
	Iteration 0F: 2 clusters Score -1320843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1309790.250000 Penalty: 884.485840
	Iteration 0F: 3 clusters Score -1309790 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1314185.000000 Penalty: 884.485840
	Iteration 1F: 3 clusters Score -1314185 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1314322.125000 Penalty: 884.485840
	Iteration 2Q: 3 clusters Score -1314322 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1314510.250000 Penalty: 884.485840
	Iteration 3Q: 3 clusters Score -1314510 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1314773.125000 Penalty: 884.485840
	Iteration 4Q: 3 clusters Score -1314773 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1315160.500000 Penalty: 884.485840
	Iteration 5Q: 3 clusters Score -1315160 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1315880.500000 Penalty: 884.485840
	Iteration 6F: 3 clusters Score -1315880 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1317074.625000 Penalty: 884.485840
	Iteration 7F: 3 clusters Score -1317075 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1318450.125000 Penalty: 884.485840
	Iteration 8F: 3 clusters Score -1318450 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1319604.250000 Penalty: 884.485840
	Iteration 9F: 3 clusters Score -1319604 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1320185.250000 Penalty: 884.485840
	Iteration 10Q: 3 clusters Score -1320185 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1320364.375000 Penalty: 884.485840
	Iteration 11Q: 3 clusters Score -1320364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -1320424.875000 Penalty: 884.485840
	Iteration 12Q: 3 clusters Score -1320425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1320448.750000 Penalty: 884.485840
	Iteration 13Q: 3 clusters Score -1320449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1320458.250000 Penalty: 884.485840
	Iteration 14Q: 3 clusters Score -1320458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -1320458.250000 Penalty: 884.485840
	Iteration 15F: 3 clusters Score -1320458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -10132.919922 Penalty: 245.410065
	Iteration 0F: 2 clusters Score -10132.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9851.854492 Penalty: 490.820129
	Iteration 0F: 3 clusters Score -9851.854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -9953.780273 Penalty: 490.820129
	Iteration 1F: 3 clusters Score -9953.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9970.475586 Penalty: 490.820129
	Iteration 2F: 3 clusters Score -9970.476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9981.369141 Penalty: 490.820129
	Iteration 3Q: 3 clusters Score -9981.369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9994.033203 Penalty: 490.820129
	Iteration 4Q: 3 clusters Score -9994.033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9997.107422 Penalty: 490.820129
	Iteration 5Q: 3 clusters Score -9997.107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -10002.866211 Penalty: 490.820129
	Iteration 6Q: 3 clusters Score -10002.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10003.339844 Penalty: 490.820129
	Iteration 7Q: 3 clusters Score -10003.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10003.339844 Penalty: 490.820129
	Iteration 8F: 3 clusters Score -10003.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (44287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Entering Unmasked Estep 
Score: -3534443.500000 Penalty: 486.779297
	Iteration 0F: 2 clusters Score -3534444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3507406.000000 Penalty: 973.558594
	Iteration 0F: 3 clusters Score -3507406 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3519696.500000 Penalty: 973.558594
	Iteration 1F: 3 clusters Score -3519696 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3520325.000000 Penalty: 973.558594
	Iteration 2Q: 3 clusters Score -3520325 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3521325.500000 Penalty: 973.558594
	Iteration 3F: 3 clusters Score -3521326 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -3522869.000000 Penalty: 973.558594
	Iteration 4F: 3 clusters Score -3522869 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3525020.750000 Penalty: 973.558594
	Iteration 5F: 3 clusters Score -3525021 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -3527409.000000 Penalty: 973.558594
	Iteration 6F: 3 clusters Score -3527409 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -3529337.250000 Penalty: 973.558594
	Iteration 7F: 3 clusters Score -3529337 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -3530462.250000 Penalty: 973.558594
	Iteration 8Q: 3 clusters Score -3530462 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3531285.750000 Penalty: 973.558594
	Iteration 9Q: 3 clusters Score -3531286 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -3531919.000000 Penalty: 973.558594
	Iteration 10Q: 3 clusters Score -3531919 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3532591.000000 Penalty: 973.558594
	Iteration 11Q: 3 clusters Score -3532591 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -3533190.000000 Penalty: 973.558594
	Iteration 12Q: 3 clusters Score -3533190 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3533677.750000 Penalty: 973.558594
	Iteration 13Q: 3 clusters Score -3533678 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -3534104.250000 Penalty: 973.558594
	Iteration 14Q: 3 clusters Score -3534104 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3534480.500000 Penalty: 973.558594
	Iteration 15Q: 3 clusters Score -3534480 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3534769.000000 Penalty: 973.558594
	Iteration 16Q: 3 clusters Score -3534769 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3534980.750000 Penalty: 973.558594
	Iteration 17Q: 3 clusters Score -3534981 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3535169.500000 Penalty: 973.558594
	Iteration 18Q: 3 clusters Score -3535170 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3535324.750000 Penalty: 973.558594
	Iteration 19Q: 3 clusters Score -3535325 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3535455.500000 Penalty: 973.558594
	Iteration 20F: 3 clusters Score -3535456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3535598.500000 Penalty: 973.558594
	Iteration 21Q: 3 clusters Score -3535598 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3535682.250000 Penalty: 973.558594
	Iteration 22Q: 3 clusters Score -3535682 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3535795.500000 Penalty: 973.558594
	Iteration 23Q: 3 clusters Score -3535796 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3535849.750000 Penalty: 973.558594
	Iteration 24Q: 3 clusters Score -3535850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -3535924.000000 Penalty: 973.558594
	Iteration 25Q: 3 clusters Score -3535924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3535945.250000 Penalty: 973.558594
	Iteration 26Q: 3 clusters Score -3535945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3535992.000000 Penalty: 973.558594
	Iteration 27Q: 3 clusters Score -3535992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3536016.250000 Penalty: 973.558594
	Iteration 28Q: 3 clusters Score -3536016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3536053.750000 Penalty: 973.558594
	Iteration 29Q: 3 clusters Score -3536054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3536072.250000 Penalty: 973.558594
	Iteration 30Q: 3 clusters Score -3536072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3536097.250000 Penalty: 973.558594
	Iteration 31Q: 3 clusters Score -3536097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3536104.250000 Penalty: 973.558594
	Iteration 32Q: 3 clusters Score -3536104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3536126.250000 Penalty: 973.558594
	Iteration 33Q: 3 clusters Score -3536126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3536140.500000 Penalty: 973.558594
	Iteration 34Q: 3 clusters Score -3536140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3536152.000000 Penalty: 973.558594
	Iteration 35Q: 3 clusters Score -3536152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -3536159.250000 Penalty: 973.558594
	Iteration 36Q: 3 clusters Score -3536159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3536152.500000 Penalty: 973.558594
	Iteration 37Q: 3 clusters Score -3536152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3536158.000000 Penalty: 973.558594
	Iteration 38Q: 3 clusters Score -3536158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3536160.750000 Penalty: 973.558594
	Iteration 39Q: 3 clusters Score -3536161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3536158.250000 Penalty: 973.558594
	Iteration 40F: 3 clusters Score -3536158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3536166.000000 Penalty: 973.558594
	Iteration 41Q: 3 clusters Score -3536166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3536170.000000 Penalty: 973.558594
	Iteration 42Q: 3 clusters Score -3536170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3536175.500000 Penalty: 973.558594
	Iteration 43Q: 3 clusters Score -3536176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3536182.750000 Penalty: 973.558594
	Iteration 44Q: 3 clusters Score -3536183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3536183.250000 Penalty: 973.558594
	Iteration 45Q: 3 clusters Score -3536183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3536190.000000 Penalty: 973.558594
	Iteration 46Q: 3 clusters Score -3536190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3536194.750000 Penalty: 973.558594
	Iteration 47Q: 3 clusters Score -3536195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3536205.000000 Penalty: 973.558594
	Iteration 48Q: 3 clusters Score -3536205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3536205.000000 Penalty: 973.558594
	Iteration 49Q: 3 clusters Score -3536205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3536208.250000 Penalty: 973.558594
	Iteration 50Q: 3 clusters Score -3536208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -3536202.750000 Penalty: 973.558594
	Iteration 51Q: 3 clusters Score -3536203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3536205.250000 Penalty: 973.558594
	Iteration 52Q: 3 clusters Score -3536205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3536203.000000 Penalty: 973.558594
	Iteration 53Q: 3 clusters Score -3536203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3536203.250000 Penalty: 973.558594
	Iteration 54Q: 3 clusters Score -3536203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3536202.500000 Penalty: 973.558594
	Iteration 55Q: 3 clusters Score -3536202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3536205.500000 Penalty: 973.558594
	Iteration 56Q: 3 clusters Score -3536206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3536205.250000 Penalty: 973.558594
	Iteration 57Q: 3 clusters Score -3536205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3536200.750000 Penalty: 973.558594
	Iteration 58Q: 3 clusters Score -3536201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -3536203.500000 Penalty: 973.558594
	Iteration 59Q: 3 clusters Score -3536204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3536203.250000 Penalty: 973.558594
	Iteration 60F: 3 clusters Score -3536203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3536205.500000 Penalty: 973.558594
	Iteration 61Q: 3 clusters Score -3536206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3536211.750000 Penalty: 973.558594
	Iteration 62Q: 3 clusters Score -3536212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3536211.250000 Penalty: 973.558594
	Iteration 63Q: 3 clusters Score -3536211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3536209.500000 Penalty: 973.558594
	Iteration 64Q: 3 clusters Score -3536210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3536211.000000 Penalty: 973.558594
	Iteration 65Q: 3 clusters Score -3536211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3536206.750000 Penalty: 973.558594
	Iteration 66Q: 3 clusters Score -3536207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3536207.000000 Penalty: 973.558594
	Iteration 67Q: 3 clusters Score -3536207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3536211.250000 Penalty: 973.558594
	Iteration 68Q: 3 clusters Score -3536211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3536213.000000 Penalty: 973.558594
	Iteration 69Q: 3 clusters Score -3536213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3536212.000000 Penalty: 973.558594
	Iteration 70Q: 3 clusters Score -3536212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3536211.000000 Penalty: 973.558594
	Iteration 71Q: 3 clusters Score -3536211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3536209.750000 Penalty: 973.558594
	Iteration 72Q: 3 clusters Score -3536210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3536209.500000 Penalty: 973.558594
	Iteration 73Q: 3 clusters Score -3536210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3536209.500000 Penalty: 973.558594
	Iteration 74F: 3 clusters Score -3536210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 22111 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12995 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 16237 members 
Mstep: Class 63 contains 113 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 39839 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Mstep: Class 71 contains 28050 members 
Entering Unmasked Estep 
Score: -42174212.000000 Penalty: 42737.484375
Splitting cluster 62 changes total score from -42171044.000000 to -42174212.000000
So it's getting split into cluster 71.
Entering ConstructFrom: 
Trying to split cluster 64 (16322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Entering Unmasked Estep 
Score: -1319535.875000 Penalty: 441.362213
	Iteration 0F: 2 clusters Score -1319536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1308651.000000 Penalty: 882.724426
	Iteration 0F: 3 clusters Score -1308651 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1313022.125000 Penalty: 882.724426
	Iteration 1F: 3 clusters Score -1313022 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1313159.000000 Penalty: 882.724426
	Iteration 2Q: 3 clusters Score -1313159 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1313309.375000 Penalty: 882.724426
	Iteration 3Q: 3 clusters Score -1313309 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1313495.375000 Penalty: 882.724426
	Iteration 4Q: 3 clusters Score -1313495 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1313788.500000 Penalty: 882.724426
	Iteration 5Q: 3 clusters Score -1313788 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1314253.375000 Penalty: 882.724426
	Iteration 6Q: 3 clusters Score -1314253 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1314969.375000 Penalty: 882.724426
	Iteration 7F: 3 clusters Score -1314969 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1315728.750000 Penalty: 882.724426
	Iteration 8F: 3 clusters Score -1315729 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1316303.000000 Penalty: 882.724426
	Iteration 9F: 3 clusters Score -1316303 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1316635.250000 Penalty: 882.724426
	Iteration 10Q: 3 clusters Score -1316635 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1316865.750000 Penalty: 882.724426
	Iteration 11Q: 3 clusters Score -1316866 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1317056.875000 Penalty: 882.724426
	Iteration 12Q: 3 clusters Score -1317057 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1317259.750000 Penalty: 882.724426
	Iteration 13Q: 3 clusters Score -1317260 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1317476.875000 Penalty: 882.724426
	Iteration 14Q: 3 clusters Score -1317477 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1317683.375000 Penalty: 882.724426
	Iteration 15Q: 3 clusters Score -1317683 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1317907.625000 Penalty: 882.724426
	Iteration 16Q: 3 clusters Score -1317908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1318141.500000 Penalty: 882.724426
	Iteration 17Q: 3 clusters Score -1318142 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1318372.750000 Penalty: 882.724426
	Iteration 18Q: 3 clusters Score -1318373 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1318604.375000 Penalty: 882.724426
	Iteration 19Q: 3 clusters Score -1318604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1318790.875000 Penalty: 882.724426
	Iteration 20F: 3 clusters Score -1318791 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1318931.000000 Penalty: 882.724426
	Iteration 21Q: 3 clusters Score -1318931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1319028.750000 Penalty: 882.724426
	Iteration 22Q: 3 clusters Score -1319029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1319095.250000 Penalty: 882.724426
	Iteration 23Q: 3 clusters Score -1319095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1319120.000000 Penalty: 882.724426
	Iteration 24Q: 3 clusters Score -1319120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1319131.000000 Penalty: 882.724426
	Iteration 25Q: 3 clusters Score -1319131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1319142.500000 Penalty: 882.724426
	Iteration 26Q: 3 clusters Score -1319142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1319149.125000 Penalty: 882.724426
	Iteration 27Q: 3 clusters Score -1319149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1319156.750000 Penalty: 882.724426
	Iteration 28Q: 3 clusters Score -1319157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1319166.750000 Penalty: 882.724426
	Iteration 29Q: 3 clusters Score -1319167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1319172.000000 Penalty: 882.724426
	Iteration 30Q: 3 clusters Score -1319172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1319172.125000 Penalty: 882.724426
	Iteration 31Q: 3 clusters Score -1319172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1319172.125000 Penalty: 882.724426
	Iteration 32F: 3 clusters Score -1319172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5655.007324 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5655.007 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 99 members 
Entering Unmasked Estep 
Score: -5380.741699 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5380.742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5470.558594 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5470.559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5498.489258 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5498.489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5507.264160 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -5507.264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5510.259277 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5510.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5510.930664 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5510.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5511.179688 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -5511.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5511.179688 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -5511.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -73415.320312 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -73415.32 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 494 members 
Entering Unmasked Estep 
Score: -72632.164062 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -72632.16 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72877.195312 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -72877.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72953.070312 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -72953.07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -73003.070312 Penalty: 627.507141
	Iteration 3F: 3 clusters Score -73003.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73048.593750 Penalty: 627.507141
	Iteration 4F: 3 clusters Score -73048.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73073.843750 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -73073.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -73092.015625 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -73092.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73106.867188 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -73106.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73116.179688 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -73116.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -73129.742188 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -73129.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73157.640625 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -73157.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -73172.617188 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -73172.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -73182.007812 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -73182.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73190.609375 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -73190.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -73194.101562 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -73194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -73194.492188 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -73194.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -73194.492188 Penalty: 627.507141
	Iteration 16F: 3 clusters Score -73194.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -31788.263672 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -31788.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31290.722656 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -31290.72 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31478.023438 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -31478.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31551.927734 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -31551.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31632.962891 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -31632.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31691.031250 Penalty: 568.571899
	Iteration 4F: 3 clusters Score -31691.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31707.660156 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -31707.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -31715.025391 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -31715.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31717.775391 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -31717.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31719.722656 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -31719.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31722.109375 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -31722.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31722.585938 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -31722.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31722.734375 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -31722.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31722.734375 Penalty: 568.571899
	Iteration 12F: 3 clusters Score -31722.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (39839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Entering Unmasked Estep 
Score: -3217017.500000 Penalty: 481.963379
	Iteration 0F: 2 clusters Score -3217018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3196409.500000 Penalty: 963.926758
	Iteration 0F: 3 clusters Score -3196410 nChanged 19206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3207441.000000 Penalty: 963.926758
	Iteration 1F: 3 clusters Score -3207441 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3207536.250000 Penalty: 963.926758
	Iteration 2Q: 3 clusters Score -3207536 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3207729.250000 Penalty: 963.926758
	Iteration 3F: 3 clusters Score -3207729 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3208101.750000 Penalty: 963.926758
	Iteration 4F: 3 clusters Score -3208102 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3209073.750000 Penalty: 963.926758
	Iteration 5F: 3 clusters Score -3209074 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3211005.750000 Penalty: 963.926758
	Iteration 6F: 3 clusters Score -3211006 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3213272.250000 Penalty: 963.926758
	Iteration 7F: 3 clusters Score -3213272 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3214771.500000 Penalty: 963.926758
	Iteration 8F: 3 clusters Score -3214772 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3215441.250000 Penalty: 963.926758
	Iteration 9Q: 3 clusters Score -3215441 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3215867.000000 Penalty: 963.926758
	Iteration 10Q: 3 clusters Score -3215867 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3216434.500000 Penalty: 963.926758
	Iteration 11Q: 3 clusters Score -3216434 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3217113.000000 Penalty: 963.926758
	Iteration 12Q: 3 clusters Score -3217113 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3218030.500000 Penalty: 963.926758
	Iteration 13Q: 3 clusters Score -3218030 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3218825.750000 Penalty: 963.926758
	Iteration 14Q: 3 clusters Score -3218826 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3219553.000000 Penalty: 963.926758
	Iteration 15Q: 3 clusters Score -3219553 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3219737.000000 Penalty: 963.926758
	Iteration 16Q: 3 clusters Score -3219737 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3219745.500000 Penalty: 963.926758
	Iteration 17Q: 3 clusters Score -3219746 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3219740.500000 Penalty: 963.926758
	Iteration 18Q: 3 clusters Score -3219740 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3219570.000000 Penalty: 963.926758
	Iteration 19Q: 3 clusters Score -3219570 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3219733.000000 Penalty: 963.926758
	Iteration 20F: 3 clusters Score -3219733 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3219808.500000 Penalty: 963.926758
	Iteration 21Q: 3 clusters Score -3219808 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3219717.250000 Penalty: 963.926758
	Iteration 22Q: 3 clusters Score -3219717 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3219562.750000 Penalty: 963.926758
	Iteration 23Q: 3 clusters Score -3219563 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3219484.750000 Penalty: 963.926758
	Iteration 24Q: 3 clusters Score -3219485 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3219284.250000 Penalty: 963.926758
	Iteration 25Q: 3 clusters Score -3219284 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3219229.250000 Penalty: 963.926758
	Iteration 26Q: 3 clusters Score -3219229 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3219179.500000 Penalty: 963.926758
	Iteration 27Q: 3 clusters Score -3219180 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3219045.000000 Penalty: 963.926758
	Iteration 28Q: 3 clusters Score -3219045 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3218891.000000 Penalty: 963.926758
	Iteration 29Q: 3 clusters Score -3218891 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3218758.250000 Penalty: 963.926758
	Iteration 30Q: 3 clusters Score -3218758 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3218642.500000 Penalty: 963.926758
	Iteration 31Q: 3 clusters Score -3218642 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3218576.000000 Penalty: 963.926758
	Iteration 32Q: 3 clusters Score -3218576 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3218469.500000 Penalty: 963.926758
	Iteration 33Q: 3 clusters Score -3218470 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3218426.500000 Penalty: 963.926758
	Iteration 34Q: 3 clusters Score -3218426 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3218466.750000 Penalty: 963.926758
	Iteration 35Q: 3 clusters Score -3218467 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3218520.250000 Penalty: 963.926758
	Iteration 36Q: 3 clusters Score -3218520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3218556.500000 Penalty: 963.926758
	Iteration 37Q: 3 clusters Score -3218556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3218536.750000 Penalty: 963.926758
	Iteration 38Q: 3 clusters Score -3218537 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3218484.250000 Penalty: 963.926758
	Iteration 39Q: 3 clusters Score -3218484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3218473.250000 Penalty: 963.926758
	Iteration 40F: 3 clusters Score -3218473 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3218366.000000 Penalty: 963.926758
	Iteration 41Q: 3 clusters Score -3218366 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3218258.250000 Penalty: 963.926758
	Iteration 42Q: 3 clusters Score -3218258 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3218171.000000 Penalty: 963.926758
	Iteration 43Q: 3 clusters Score -3218171 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3218082.000000 Penalty: 963.926758
	Iteration 44Q: 3 clusters Score -3218082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3218056.000000 Penalty: 963.926758
	Iteration 45Q: 3 clusters Score -3218056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3217972.000000 Penalty: 963.926758
	Iteration 46Q: 3 clusters Score -3217972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3217919.500000 Penalty: 963.926758
	Iteration 47Q: 3 clusters Score -3217920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3217873.000000 Penalty: 963.926758
	Iteration 48Q: 3 clusters Score -3217873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3217807.500000 Penalty: 963.926758
	Iteration 49Q: 3 clusters Score -3217808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3217742.500000 Penalty: 963.926758
	Iteration 50Q: 3 clusters Score -3217742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3217699.750000 Penalty: 963.926758
	Iteration 51Q: 3 clusters Score -3217700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3217644.000000 Penalty: 963.926758
	Iteration 52Q: 3 clusters Score -3217644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3217618.000000 Penalty: 963.926758
	Iteration 53Q: 3 clusters Score -3217618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3217594.750000 Penalty: 963.926758
	Iteration 54Q: 3 clusters Score -3217595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3217576.750000 Penalty: 963.926758
	Iteration 55Q: 3 clusters Score -3217577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3217543.000000 Penalty: 963.926758
	Iteration 56Q: 3 clusters Score -3217543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3217540.250000 Penalty: 963.926758
	Iteration 57Q: 3 clusters Score -3217540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3217510.250000 Penalty: 963.926758
	Iteration 58Q: 3 clusters Score -3217510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3217511.750000 Penalty: 963.926758
	Iteration 59Q: 3 clusters Score -3217512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3217500.000000 Penalty: 963.926758
	Iteration 60F: 3 clusters Score -3217500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3217478.500000 Penalty: 963.926758
	Iteration 61Q: 3 clusters Score -3217478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3217483.250000 Penalty: 963.926758
	Iteration 62Q: 3 clusters Score -3217483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3217462.500000 Penalty: 963.926758
	Iteration 63Q: 3 clusters Score -3217462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3217457.750000 Penalty: 963.926758
	Iteration 64Q: 3 clusters Score -3217458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3217442.500000 Penalty: 963.926758
	Iteration 65Q: 3 clusters Score -3217442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3217432.750000 Penalty: 963.926758
	Iteration 66Q: 3 clusters Score -3217433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3217424.500000 Penalty: 963.926758
	Iteration 67Q: 3 clusters Score -3217424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3217414.750000 Penalty: 963.926758
	Iteration 68Q: 3 clusters Score -3217415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3217413.000000 Penalty: 963.926758
	Iteration 69Q: 3 clusters Score -3217413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3217407.000000 Penalty: 963.926758
	Iteration 70Q: 3 clusters Score -3217407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3217399.250000 Penalty: 963.926758
	Iteration 71Q: 3 clusters Score -3217399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3217390.000000 Penalty: 963.926758
	Iteration 72Q: 3 clusters Score -3217390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3217379.750000 Penalty: 963.926758
	Iteration 73Q: 3 clusters Score -3217380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3217369.750000 Penalty: 963.926758
	Iteration 74Q: 3 clusters Score -3217370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3217363.500000 Penalty: 963.926758
	Iteration 75Q: 3 clusters Score -3217364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3217363.750000 Penalty: 963.926758
	Iteration 76Q: 3 clusters Score -3217364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3217346.750000 Penalty: 963.926758
	Iteration 77Q: 3 clusters Score -3217347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3217344.250000 Penalty: 963.926758
	Iteration 78Q: 3 clusters Score -3217344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3217333.500000 Penalty: 963.926758
	Iteration 79Q: 3 clusters Score -3217334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3217332.000000 Penalty: 963.926758
	Iteration 80F: 3 clusters Score -3217332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3217333.000000 Penalty: 963.926758
	Iteration 81Q: 3 clusters Score -3217333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3217332.000000 Penalty: 963.926758
	Iteration 82Q: 3 clusters Score -3217332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3217331.500000 Penalty: 963.926758
	Iteration 83Q: 3 clusters Score -3217332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3217334.750000 Penalty: 963.926758
	Iteration 84Q: 3 clusters Score -3217335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3217331.750000 Penalty: 963.926758
	Iteration 85Q: 3 clusters Score -3217332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3217334.250000 Penalty: 963.926758
	Iteration 86Q: 3 clusters Score -3217334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3217343.500000 Penalty: 963.926758
	Iteration 87Q: 3 clusters Score -3217344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3217339.750000 Penalty: 963.926758
	Iteration 88Q: 3 clusters Score -3217340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3217339.750000 Penalty: 963.926758
	Iteration 89F: 3 clusters Score -3217340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 22111 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12995 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 16237 members 
Mstep: Class 63 contains 113 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 38262 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Mstep: Class 71 contains 28050 members 
Mstep: Class 72 contains 1577 members 
Entering Unmasked Estep 
Score: -42174432.000000 Penalty: 43339.421875
Splitting cluster 68 changes total score from -42171044.000000 to -42174432.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 69 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -9488.083984 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -9488.084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9272.437500 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -9272.438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9370.314453 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -9370.314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9404.023438 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -9404.023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9429.449219 Penalty: 452.882751
	Iteration 3F: 3 clusters Score -9429.449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9432.333008 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -9432.333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9433.588867 Penalty: 452.882751
	Iteration 5Q: 3 clusters Score -9433.589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9433.588867 Penalty: 452.882751
	Iteration 6F: 3 clusters Score -9433.589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (19276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Entering Unmasked Estep 
Score: -1570152.125000 Penalty: 448.931030
	Iteration 0F: 2 clusters Score -1570152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1557690.875000 Penalty: 897.862061
	Iteration 0F: 3 clusters Score -1557691 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1564809.375000 Penalty: 897.862061
	Iteration 1F: 3 clusters Score -1564809 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1567055.375000 Penalty: 897.862061
	Iteration 2F: 3 clusters Score -1567055 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1568572.875000 Penalty: 897.862061
	Iteration 3F: 3 clusters Score -1568573 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1569174.750000 Penalty: 897.862061
	Iteration 4Q: 3 clusters Score -1569175 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1569441.250000 Penalty: 897.862061
	Iteration 5Q: 3 clusters Score -1569441 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1569578.250000 Penalty: 897.862061
	Iteration 6Q: 3 clusters Score -1569578 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1569646.500000 Penalty: 897.862061
	Iteration 7Q: 3 clusters Score -1569646 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1569667.000000 Penalty: 897.862061
	Iteration 8Q: 3 clusters Score -1569667 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1569678.000000 Penalty: 897.862061
	Iteration 9Q: 3 clusters Score -1569678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1569686.000000 Penalty: 897.862061
	Iteration 10Q: 3 clusters Score -1569686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1569688.250000 Penalty: 897.862061
	Iteration 11Q: 3 clusters Score -1569688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1569687.250000 Penalty: 897.862061
	Iteration 12Q: 3 clusters Score -1569687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1569693.500000 Penalty: 897.862061
	Iteration 13Q: 3 clusters Score -1569694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1569698.000000 Penalty: 897.862061
	Iteration 14Q: 3 clusters Score -1569698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1569697.875000 Penalty: 897.862061
	Iteration 15Q: 3 clusters Score -1569698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1569697.000000 Penalty: 897.862061
	Iteration 16Q: 3 clusters Score -1569697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1569698.750000 Penalty: 897.862061
	Iteration 17Q: 3 clusters Score -1569699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1569703.125000 Penalty: 897.862061
	Iteration 18Q: 3 clusters Score -1569703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1569703.625000 Penalty: 897.862061
	Iteration 19Q: 3 clusters Score -1569704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1569706.750000 Penalty: 897.862061
	Iteration 20F: 3 clusters Score -1569707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1569706.875000 Penalty: 897.862061
	Iteration 21Q: 3 clusters Score -1569707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1569708.125000 Penalty: 897.862061
	Iteration 22Q: 3 clusters Score -1569708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1569707.250000 Penalty: 897.862061
	Iteration 23Q: 3 clusters Score -1569707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1569708.500000 Penalty: 897.862061
	Iteration 24Q: 3 clusters Score -1569708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1569707.375000 Penalty: 897.862061
	Iteration 25Q: 3 clusters Score -1569707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1569709.250000 Penalty: 897.862061
	Iteration 26Q: 3 clusters Score -1569709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1569708.500000 Penalty: 897.862061
	Iteration 27Q: 3 clusters Score -1569708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1569709.000000 Penalty: 897.862061
	Iteration 28Q: 3 clusters Score -1569709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1569707.875000 Penalty: 897.862061
	Iteration 29Q: 3 clusters Score -1569708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1569707.625000 Penalty: 897.862061
	Iteration 30Q: 3 clusters Score -1569708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1569707.625000 Penalty: 897.862061
	Iteration 31F: 3 clusters Score -1569708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2969 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12509 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14573 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36425 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 314 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 34571 members 
Mstep: Class 18 contains 20071 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 22111 members 
Mstep: Class 31 contains 311 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1892 members 
Mstep: Class 34 contains 45213 members 
Mstep: Class 35 contains 35892 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 14284 members 
Mstep: Class 39 contains 11326 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2752 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6535 members 
Mstep: Class 46 contains 533 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3298 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6544 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19621 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 122 members 
Mstep: Class 55 contains 257 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14372 members 
Mstep: Class 59 contains 9477 members 
Mstep: Class 60 contains 16641 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 16237 members 
Mstep: Class 64 contains 16322 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 38262 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175348.000000 Penalty: 43339.421875
Iteration 199Q: 73 clusters Score -4.217535e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14470 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36681 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 313 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 34942 members 
Mstep: Class 18 contains 19944 members 
Mstep: Class 19 contains 22021 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8245 members 
Mstep: Class 22 contains 123 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17989 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 22241 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1917 members 
Mstep: Class 34 contains 45233 members 
Mstep: Class 35 contains 35555 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 13929 members 
Mstep: Class 39 contains 11460 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12939 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2747 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6547 members 
Mstep: Class 46 contains 530 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3292 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6522 members 
Mstep: Class 51 contains 928 members 
Mstep: Class 52 contains 19601 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 141 members 
Mstep: Class 55 contains 249 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 14941 members 
Mstep: Class 59 contains 9546 members 
Mstep: Class 60 contains 16579 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 16623 members 
Mstep: Class 63 contains 110 members 
Mstep: Class 64 contains 15974 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 37706 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 19136 members 
Mstep: Class 71 contains 27822 members 
Mstep: Class 72 contains 1574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176064.000000 Penalty: 43339.421875
Iteration 200F: 73 clusters Score -4.217606e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14357 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36776 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1204 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 313 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 35366 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 22150 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 122 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18126 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 22472 members 
Mstep: Class 31 contains 288 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1941 members 
Mstep: Class 34 contains 45264 members 
Mstep: Class 35 contains 35148 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 13583 members 
Mstep: Class 39 contains 11534 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 13458 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2727 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6473 members 
Mstep: Class 46 contains 528 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3272 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6509 members 
Mstep: Class 51 contains 927 members 
Mstep: Class 52 contains 19579 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 152 members 
Mstep: Class 55 contains 246 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1094 members 
Mstep: Class 58 contains 15208 members 
Mstep: Class 59 contains 9605 members 
Mstep: Class 60 contains 16519 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 16963 members 
Mstep: Class 63 contains 136 members 
Mstep: Class 64 contains 15621 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 37333 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18814 members 
Mstep: Class 71 contains 27828 members 
Mstep: Class 72 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175916.000000 Penalty: 43339.421875
Iteration 201Q: 73 clusters Score -4.217592e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12413 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14239 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36794 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 389 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 35905 members 
Mstep: Class 18 contains 19640 members 
Mstep: Class 19 contains 22333 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8137 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18272 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 827 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 22694 members 
Mstep: Class 31 contains 270 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1973 members 
Mstep: Class 34 contains 45279 members 
Mstep: Class 35 contains 34604 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 13313 members 
Mstep: Class 39 contains 11599 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 13895 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2712 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6433 members 
Mstep: Class 46 contains 527 members 
Mstep: Class 47 contains 366 members 
Mstep: Class 48 contains 3259 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6503 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19558 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 161 members 
Mstep: Class 55 contains 244 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1094 members 
Mstep: Class 58 contains 15514 members 
Mstep: Class 59 contains 9659 members 
Mstep: Class 60 contains 16455 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 17251 members 
Mstep: Class 63 contains 165 members 
Mstep: Class 64 contains 15288 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 517 members 
Mstep: Class 68 contains 37045 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18503 members 
Mstep: Class 71 contains 27807 members 
Mstep: Class 72 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176176.000000 Penalty: 43339.421875
Iteration 202Q: 73 clusters Score -4.217618e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14147 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36789 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 387 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 36528 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 22501 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8085 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3302 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18372 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 828 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 22907 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 1999 members 
Mstep: Class 34 contains 45300 members 
Mstep: Class 35 contains 33962 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 13075 members 
Mstep: Class 39 contains 11661 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 14352 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2697 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6416 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3245 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6448 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19538 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 168 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1093 members 
Mstep: Class 58 contains 15830 members 
Mstep: Class 59 contains 9702 members 
Mstep: Class 60 contains 16392 members 
Mstep: Class 61 contains 219 members 
Mstep: Class 62 contains 17554 members 
Mstep: Class 63 contains 180 members 
Mstep: Class 64 contains 14917 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 515 members 
Mstep: Class 68 contains 36787 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18187 members 
Mstep: Class 71 contains 27808 members 
Mstep: Class 72 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176408.000000 Penalty: 43339.421875
Iteration 203Q: 73 clusters Score -4.217641e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3078 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 14036 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36773 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 385 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 37479 members 
Mstep: Class 18 contains 19306 members 
Mstep: Class 19 contains 22666 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8042 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18474 members 
Mstep: Class 26 contains 885 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 23147 members 
Mstep: Class 31 contains 255 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 2036 members 
Mstep: Class 34 contains 45202 members 
Mstep: Class 35 contains 33137 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 886 members 
Mstep: Class 38 contains 12888 members 
Mstep: Class 39 contains 11701 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 14788 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2691 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6410 members 
Mstep: Class 46 contains 522 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3241 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6391 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19529 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 176 members 
Mstep: Class 55 contains 242 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1093 members 
Mstep: Class 58 contains 16172 members 
Mstep: Class 59 contains 9755 members 
Mstep: Class 60 contains 16330 members 
Mstep: Class 61 contains 219 members 
Mstep: Class 62 contains 17870 members 
Mstep: Class 63 contains 182 members 
Mstep: Class 64 contains 14485 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 513 members 
Mstep: Class 68 contains 36497 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17839 members 
Mstep: Class 71 contains 27835 members 
Mstep: Class 72 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176664.000000 Penalty: 43339.421875
Iteration 204Q: 73 clusters Score -4.217666e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12356 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13933 members 
Mstep: Class 7 contains 2992 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36735 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 5661 members 
Mstep: Class 17 contains 38642 members 
Mstep: Class 18 contains 19149 members 
Mstep: Class 19 contains 22786 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8003 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3297 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18573 members 
Mstep: Class 26 contains 886 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 23375 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 2077 members 
Mstep: Class 34 contains 45065 members 
Mstep: Class 35 contains 32150 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 12690 members 
Mstep: Class 39 contains 11706 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 15261 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2696 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6407 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3250 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6307 members 
Mstep: Class 51 contains 924 members 
Mstep: Class 52 contains 19513 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 178 members 
Mstep: Class 55 contains 242 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1093 members 
Mstep: Class 58 contains 16563 members 
Mstep: Class 59 contains 9804 members 
Mstep: Class 60 contains 16271 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 18197 members 
Mstep: Class 63 contains 189 members 
Mstep: Class 64 contains 13983 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 511 members 
Mstep: Class 68 contains 36224 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17494 members 
Mstep: Class 71 contains 27863 members 
Mstep: Class 72 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177232.000000 Penalty: 43339.421875
Iteration 205Q: 73 clusters Score -4.217723e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12361 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13838 members 
Mstep: Class 7 contains 2968 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36700 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 40017 members 
Mstep: Class 18 contains 18950 members 
Mstep: Class 19 contains 22822 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7969 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18701 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 23628 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 44901 members 
Mstep: Class 35 contains 31122 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 12500 members 
Mstep: Class 39 contains 11698 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 15791 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2698 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6390 members 
Mstep: Class 46 contains 523 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3256 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6236 members 
Mstep: Class 51 contains 925 members 
Mstep: Class 52 contains 19501 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 183 members 
Mstep: Class 55 contains 242 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 16875 members 
Mstep: Class 59 contains 9847 members 
Mstep: Class 60 contains 16224 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 18474 members 
Mstep: Class 63 contains 194 members 
Mstep: Class 64 contains 13463 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 509 members 
Mstep: Class 68 contains 35978 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17150 members 
Mstep: Class 71 contains 27884 members 
Mstep: Class 72 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178036.000000 Penalty: 43339.421875
Iteration 206Q: 73 clusters Score -4.217804e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12358 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13774 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36674 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 41554 members 
Mstep: Class 18 contains 18736 members 
Mstep: Class 19 contains 22772 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18827 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 23932 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2172 members 
Mstep: Class 34 contains 44708 members 
Mstep: Class 35 contains 30048 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 12332 members 
Mstep: Class 39 contains 11688 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16317 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2703 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6377 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3258 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6092 members 
Mstep: Class 51 contains 922 members 
Mstep: Class 52 contains 19490 members 
Mstep: Class 53 contains 229 members 
Mstep: Class 54 contains 184 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 17124 members 
Mstep: Class 59 contains 9902 members 
Mstep: Class 60 contains 16159 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 18752 members 
Mstep: Class 63 contains 197 members 
Mstep: Class 64 contains 12988 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 507 members 
Mstep: Class 68 contains 35793 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 16752 members 
Mstep: Class 71 contains 27884 members 
Mstep: Class 72 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175820.000000 Penalty: 43339.421875
Iteration 207Q: 73 clusters Score -4.217582e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12249 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13684 members 
Mstep: Class 7 contains 2931 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36653 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6005 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 41843 members 
Mstep: Class 18 contains 18514 members 
Mstep: Class 19 contains 22740 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3299 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18934 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 818 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6698 members 
Mstep: Class 30 contains 24209 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2227 members 
Mstep: Class 34 contains 44812 members 
Mstep: Class 35 contains 29959 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 12190 members 
Mstep: Class 39 contains 11715 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16808 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2712 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6372 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5961 members 
Mstep: Class 51 contains 923 members 
Mstep: Class 52 contains 19484 members 
Mstep: Class 53 contains 230 members 
Mstep: Class 54 contains 189 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 17361 members 
Mstep: Class 59 contains 9947 members 
Mstep: Class 60 contains 16109 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 18992 members 
Mstep: Class 63 contains 199 members 
Mstep: Class 64 contains 12468 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 993 members 
Mstep: Class 67 contains 505 members 
Mstep: Class 68 contains 35671 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 16444 members 
Mstep: Class 71 contains 27872 members 
Mstep: Class 72 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174492.000000 Penalty: 43339.421875
Iteration 208Q: 73 clusters Score -4.217449e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12184 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13615 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36618 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 18331 members 
Mstep: Class 19 contains 22717 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19053 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 817 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 24502 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2250 members 
Mstep: Class 34 contains 45092 members 
Mstep: Class 35 contains 30061 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 12015 members 
Mstep: Class 39 contains 11759 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17373 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2714 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6369 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5813 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 19482 members 
Mstep: Class 53 contains 231 members 
Mstep: Class 54 contains 192 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 17515 members 
Mstep: Class 59 contains 9990 members 
Mstep: Class 60 contains 16059 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 19256 members 
Mstep: Class 63 contains 199 members 
Mstep: Class 64 contains 12014 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 992 members 
Mstep: Class 67 contains 502 members 
Mstep: Class 68 contains 35509 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 16107 members 
Mstep: Class 71 contains 27864 members 
Mstep: Class 72 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173900.000000 Penalty: 43339.421875
Iteration 209Q: 73 clusters Score -4.21739e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13542 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36596 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 41549 members 
Mstep: Class 18 contains 18205 members 
Mstep: Class 19 contains 22714 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19167 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 815 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 24787 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2261 members 
Mstep: Class 34 contains 45358 members 
Mstep: Class 35 contains 30108 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 11796 members 
Mstep: Class 39 contains 11782 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 18017 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2716 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6369 members 
Mstep: Class 46 contains 524 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3264 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5664 members 
Mstep: Class 51 contains 926 members 
Mstep: Class 52 contains 19476 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 17643 members 
Mstep: Class 59 contains 10052 members 
Mstep: Class 60 contains 16002 members 
Mstep: Class 61 contains 220 members 
Mstep: Class 62 contains 19516 members 
Mstep: Class 63 contains 199 members 
Mstep: Class 64 contains 11630 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 992 members 
Mstep: Class 67 contains 502 members 
Mstep: Class 68 contains 35352 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 15678 members 
Mstep: Class 71 contains 27852 members 
Mstep: Class 72 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173476.000000 Penalty: 43339.421875
Iteration 210Q: 73 clusters Score -4.217348e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13453 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36573 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 41431 members 
Mstep: Class 18 contains 18124 members 
Mstep: Class 19 contains 22736 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7858 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19192 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 25079 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2272 members 
Mstep: Class 34 contains 45625 members 
Mstep: Class 35 contains 30052 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 11582 members 
Mstep: Class 39 contains 11805 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 18690 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2719 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5551 members 
Mstep: Class 51 contains 927 members 
Mstep: Class 52 contains 19466 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 17644 members 
Mstep: Class 59 contains 10106 members 
Mstep: Class 60 contains 15956 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 19825 members 
Mstep: Class 63 contains 199 members 
Mstep: Class 64 contains 11293 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 502 members 
Mstep: Class 68 contains 35249 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 15290 members 
Mstep: Class 71 contains 27826 members 
Mstep: Class 72 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173108.000000 Penalty: 43339.421875
Iteration 211Q: 73 clusters Score -4.217311e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12125 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13382 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36558 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 41307 members 
Mstep: Class 18 contains 18052 members 
Mstep: Class 19 contains 22765 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7838 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19200 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 25326 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2280 members 
Mstep: Class 34 contains 45851 members 
Mstep: Class 35 contains 29998 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 11400 members 
Mstep: Class 39 contains 11819 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 19321 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2718 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3264 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5416 members 
Mstep: Class 51 contains 928 members 
Mstep: Class 52 contains 19460 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 17569 members 
Mstep: Class 59 contains 10154 members 
Mstep: Class 60 contains 15920 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 20145 members 
Mstep: Class 63 contains 199 members 
Mstep: Class 64 contains 11014 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35207 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14953 members 
Mstep: Class 71 contains 27765 members 
Mstep: Class 72 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172852.000000 Penalty: 43339.421875
Iteration 212Q: 73 clusters Score -4.217285e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12123 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36523 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 41206 members 
Mstep: Class 18 contains 17999 members 
Mstep: Class 19 contains 22817 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7823 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19237 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 25514 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2279 members 
Mstep: Class 34 contains 46071 members 
Mstep: Class 35 contains 29900 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 11209 members 
Mstep: Class 39 contains 11835 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 19902 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2720 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6358 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3267 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5261 members 
Mstep: Class 51 contains 930 members 
Mstep: Class 52 contains 19454 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 17509 members 
Mstep: Class 59 contains 10185 members 
Mstep: Class 60 contains 15890 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 20471 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 10790 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 992 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35177 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14683 members 
Mstep: Class 71 contains 27665 members 
Mstep: Class 72 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172280.000000 Penalty: 43339.421875
Iteration 213Q: 73 clusters Score -4.217228e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12127 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 41240 members 
Mstep: Class 18 contains 17972 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19264 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 25692 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2255 members 
Mstep: Class 34 contains 46239 members 
Mstep: Class 35 contains 29712 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 894 members 
Mstep: Class 38 contains 11031 members 
Mstep: Class 39 contains 11836 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 20453 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2723 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5153 members 
Mstep: Class 51 contains 931 members 
Mstep: Class 52 contains 19447 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 17297 members 
Mstep: Class 59 contains 10232 members 
Mstep: Class 60 contains 15855 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 20779 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 10605 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35175 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14566 members 
Mstep: Class 71 contains 27541 members 
Mstep: Class 72 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171768.000000 Penalty: 43339.421875
Iteration 214Q: 73 clusters Score -4.217177e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12141 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13184 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36447 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 41203 members 
Mstep: Class 18 contains 17979 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7765 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19295 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 25825 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2229 members 
Mstep: Class 34 contains 46420 members 
Mstep: Class 35 contains 29503 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 894 members 
Mstep: Class 38 contains 10853 members 
Mstep: Class 39 contains 11852 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 20913 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2723 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6349 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3268 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5047 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19438 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 17091 members 
Mstep: Class 59 contains 10275 members 
Mstep: Class 60 contains 15815 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21066 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 10390 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35213 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14592 members 
Mstep: Class 71 contains 27397 members 
Mstep: Class 72 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171096.000000 Penalty: 43339.421875
Iteration 215Q: 73 clusters Score -4.21711e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13111 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36427 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 377 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 41096 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 23090 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19332 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6703 members 
Mstep: Class 30 contains 25843 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2209 members 
Mstep: Class 34 contains 46585 members 
Mstep: Class 35 contains 29345 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 10652 members 
Mstep: Class 39 contains 11879 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 21375 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2723 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6351 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3269 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4932 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19425 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 16951 members 
Mstep: Class 59 contains 10304 members 
Mstep: Class 60 contains 15774 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21294 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 10170 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35315 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14691 members 
Mstep: Class 71 contains 27244 members 
Mstep: Class 72 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170868.000000 Penalty: 43339.421875
Iteration 216Q: 73 clusters Score -4.217087e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 13041 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36401 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 6010 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 41008 members 
Mstep: Class 18 contains 18080 members 
Mstep: Class 19 contains 23196 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7693 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19391 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 808 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 25815 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2196 members 
Mstep: Class 34 contains 46730 members 
Mstep: Class 35 contains 29182 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 10424 members 
Mstep: Class 39 contains 11891 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 21845 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2722 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6346 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4818 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19423 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 16827 members 
Mstep: Class 59 contains 10345 members 
Mstep: Class 60 contains 15723 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21480 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 10013 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35462 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14773 members 
Mstep: Class 71 contains 27061 members 
Mstep: Class 72 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170912.000000 Penalty: 43339.421875
Iteration 217Q: 73 clusters Score -4.217091e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12135 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36378 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 40988 members 
Mstep: Class 18 contains 18123 members 
Mstep: Class 19 contains 23259 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7658 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19493 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6698 members 
Mstep: Class 30 contains 25561 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2179 members 
Mstep: Class 34 contains 46880 members 
Mstep: Class 35 contains 29006 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 895 members 
Mstep: Class 38 contains 10262 members 
Mstep: Class 39 contains 11901 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22329 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2722 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6344 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4715 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19425 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 16809 members 
Mstep: Class 59 contains 10368 members 
Mstep: Class 60 contains 15692 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21635 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 9836 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35650 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14912 members 
Mstep: Class 71 contains 26824 members 
Mstep: Class 72 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170536.000000 Penalty: 43339.421875
Iteration 218Q: 73 clusters Score -4.217054e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12136 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12882 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36372 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 40928 members 
Mstep: Class 18 contains 18211 members 
Mstep: Class 19 contains 23338 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7627 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19597 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 25193 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2171 members 
Mstep: Class 34 contains 46938 members 
Mstep: Class 35 contains 28868 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 10079 members 
Mstep: Class 39 contains 11930 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22889 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2723 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6341 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3278 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4633 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19426 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1085 members 
Mstep: Class 58 contains 16833 members 
Mstep: Class 59 contains 10400 members 
Mstep: Class 60 contains 15653 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21776 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 9698 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 995 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 35844 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 15011 members 
Mstep: Class 71 contains 26560 members 
Mstep: Class 72 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170440.000000 Penalty: 43339.421875
Iteration 219Q: 73 clusters Score -4.217044e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12784 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36362 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 40859 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 23384 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7604 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19731 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 24652 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2160 members 
Mstep: Class 34 contains 46988 members 
Mstep: Class 35 contains 28749 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9843 members 
Mstep: Class 39 contains 11960 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23608 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2726 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6350 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4541 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19425 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 16907 members 
Mstep: Class 59 contains 10423 members 
Mstep: Class 60 contains 15612 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21864 members 
Mstep: Class 63 contains 200 members 
Mstep: Class 64 contains 9567 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 994 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 36097 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 15112 members 
Mstep: Class 71 contains 26291 members 
Mstep: Class 72 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170580.000000 Penalty: 43339.421875
Iteration 220F: 73 clusters Score -4.217058e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12148 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12687 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36398 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 40844 members 
Mstep: Class 18 contains 18440 members 
Mstep: Class 19 contains 23422 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19820 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 24168 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2154 members 
Mstep: Class 34 contains 46967 members 
Mstep: Class 35 contains 28640 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 9650 members 
Mstep: Class 39 contains 11983 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 24311 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2725 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6360 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4462 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19422 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1084 members 
Mstep: Class 58 contains 17541 members 
Mstep: Class 59 contains 10446 members 
Mstep: Class 60 contains 15574 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21945 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9440 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 993 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 36367 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 14522 members 
Mstep: Class 71 contains 26031 members 
Mstep: Class 72 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170176.000000 Penalty: 43339.421875
Iteration 221Q: 73 clusters Score -4.217018e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12619 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36417 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 40813 members 
Mstep: Class 18 contains 18585 members 
Mstep: Class 19 contains 23453 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7547 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19925 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 23639 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 46950 members 
Mstep: Class 35 contains 28544 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 9446 members 
Mstep: Class 39 contains 12002 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25006 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2721 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6365 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3284 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4354 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19407 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1084 members 
Mstep: Class 58 contains 18177 members 
Mstep: Class 59 contains 10466 members 
Mstep: Class 60 contains 15534 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22046 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9366 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 993 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 36642 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13961 members 
Mstep: Class 71 contains 25734 members 
Mstep: Class 72 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169592.000000 Penalty: 43339.421875
Iteration 222Q: 73 clusters Score -4.216959e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12139 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12562 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36453 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 40812 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 23460 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20017 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 46951 members 
Mstep: Class 35 contains 28383 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 9280 members 
Mstep: Class 39 contains 12020 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25616 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2719 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6369 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3282 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4250 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19401 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1082 members 
Mstep: Class 58 contains 18810 members 
Mstep: Class 59 contains 10483 members 
Mstep: Class 60 contains 15487 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22093 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9317 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 992 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 36954 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13481 members 
Mstep: Class 71 contains 25463 members 
Mstep: Class 72 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169136.000000 Penalty: 43339.421875
Iteration 223Q: 73 clusters Score -4.216914e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12133 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12475 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36479 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 40766 members 
Mstep: Class 18 contains 18962 members 
Mstep: Class 19 contains 23474 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20133 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 22474 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 46960 members 
Mstep: Class 35 contains 28226 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9138 members 
Mstep: Class 39 contains 12035 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26020 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2720 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6372 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3283 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4161 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19401 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 19416 members 
Mstep: Class 59 contains 10518 members 
Mstep: Class 60 contains 15437 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22124 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9279 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 37248 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13179 members 
Mstep: Class 71 contains 25196 members 
Mstep: Class 72 contains 1568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168916.000000 Penalty: 43339.421875
Iteration 224Q: 73 clusters Score -4.216892e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12131 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12356 members 
Mstep: Class 7 contains 2790 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36512 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 40726 members 
Mstep: Class 18 contains 19136 members 
Mstep: Class 19 contains 23469 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7471 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20295 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 21866 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2142 members 
Mstep: Class 34 contains 46999 members 
Mstep: Class 35 contains 28075 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9003 members 
Mstep: Class 39 contains 12049 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26375 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2722 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6379 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4113 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19400 members 
Mstep: Class 53 contains 232 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1078 members 
Mstep: Class 58 contains 20024 members 
Mstep: Class 59 contains 10548 members 
Mstep: Class 60 contains 15383 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22106 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9241 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 37513 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12948 members 
Mstep: Class 71 contains 24970 members 
Mstep: Class 72 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168760.000000 Penalty: 43339.421875
Iteration 225Q: 73 clusters Score -4.216876e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12249 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36542 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 379 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 40699 members 
Mstep: Class 18 contains 19312 members 
Mstep: Class 19 contains 23416 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7465 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20529 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 21400 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 46988 members 
Mstep: Class 35 contains 27989 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 898 members 
Mstep: Class 38 contains 8932 members 
Mstep: Class 39 contains 12062 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26445 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2724 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6379 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4064 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19397 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1077 members 
Mstep: Class 58 contains 20624 members 
Mstep: Class 59 contains 10551 members 
Mstep: Class 60 contains 15332 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22077 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9227 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 37725 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12789 members 
Mstep: Class 71 contains 24746 members 
Mstep: Class 72 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168468.000000 Penalty: 43339.421875
Iteration 226Q: 73 clusters Score -4.216847e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12178 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36569 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 40634 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 23345 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7467 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20765 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 20954 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 47017 members 
Mstep: Class 35 contains 27904 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 8898 members 
Mstep: Class 39 contains 12072 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26372 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2727 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6385 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3274 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4028 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19397 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1075 members 
Mstep: Class 58 contains 21282 members 
Mstep: Class 59 contains 10536 members 
Mstep: Class 60 contains 15284 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22056 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9205 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 37897 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12667 members 
Mstep: Class 71 contains 24514 members 
Mstep: Class 72 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168396.000000 Penalty: 43339.421875
Iteration 227Q: 73 clusters Score -4.21684e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12153 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12090 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36601 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 40604 members 
Mstep: Class 18 contains 19699 members 
Mstep: Class 19 contains 23256 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7458 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3273 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21039 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 20544 members 
Mstep: Class 31 contains 249 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2106 members 
Mstep: Class 34 contains 47037 members 
Mstep: Class 35 contains 27819 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 898 members 
Mstep: Class 38 contains 8929 members 
Mstep: Class 39 contains 12078 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26086 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2728 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6388 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3271 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4051 members 
Mstep: Class 51 contains 939 members 
Mstep: Class 52 contains 19398 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1074 members 
Mstep: Class 58 contains 21995 members 
Mstep: Class 59 contains 10517 members 
Mstep: Class 60 contains 15229 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22020 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9162 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38046 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12630 members 
Mstep: Class 71 contains 24271 members 
Mstep: Class 72 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168252.000000 Penalty: 43339.421875
Iteration 228Q: 73 clusters Score -4.216825e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12003 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36621 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 40537 members 
Mstep: Class 18 contains 19914 members 
Mstep: Class 19 contains 23171 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7447 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3275 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21305 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 20148 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2080 members 
Mstep: Class 34 contains 47079 members 
Mstep: Class 35 contains 27739 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 8972 members 
Mstep: Class 39 contains 12077 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25609 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2728 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6403 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3274 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4069 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19400 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1073 members 
Mstep: Class 58 contains 22774 members 
Mstep: Class 59 contains 10495 members 
Mstep: Class 60 contains 15176 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21999 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9139 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38192 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12667 members 
Mstep: Class 71 contains 24020 members 
Mstep: Class 72 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168280.000000 Penalty: 43339.421875
Iteration 229Q: 73 clusters Score -4.216828e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11920 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36648 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 6006 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 40451 members 
Mstep: Class 18 contains 20128 members 
Mstep: Class 19 contains 23110 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7440 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3274 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21591 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 19796 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2049 members 
Mstep: Class 34 contains 47128 members 
Mstep: Class 35 contains 27643 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9028 members 
Mstep: Class 39 contains 12082 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25115 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2731 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6429 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3271 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4094 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19394 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1070 members 
Mstep: Class 58 contains 23506 members 
Mstep: Class 59 contains 10467 members 
Mstep: Class 60 contains 15118 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21934 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9109 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38309 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12718 members 
Mstep: Class 71 contains 23811 members 
Mstep: Class 72 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168084.000000 Penalty: 43339.421875
Iteration 230Q: 73 clusters Score -4.216808e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12170 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11856 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36679 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 380 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 40409 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 23029 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7436 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3277 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21873 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 19490 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 2024 members 
Mstep: Class 34 contains 47162 members 
Mstep: Class 35 contains 27539 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9087 members 
Mstep: Class 39 contains 12081 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 24507 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2735 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6442 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4136 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19394 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1068 members 
Mstep: Class 58 contains 24239 members 
Mstep: Class 59 contains 10430 members 
Mstep: Class 60 contains 15063 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21893 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9093 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38371 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12819 members 
Mstep: Class 71 contains 23616 members 
Mstep: Class 72 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168320.000000 Penalty: 43339.421875
Iteration 231Q: 73 clusters Score -4.216832e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12175 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36685 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1195 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 40349 members 
Mstep: Class 18 contains 20623 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7442 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22105 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 19250 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1997 members 
Mstep: Class 34 contains 47124 members 
Mstep: Class 35 contains 27458 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 897 members 
Mstep: Class 38 contains 9111 members 
Mstep: Class 39 contains 12088 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23957 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2736 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6457 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4191 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19393 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1066 members 
Mstep: Class 58 contains 24901 members 
Mstep: Class 59 contains 10366 members 
Mstep: Class 60 contains 15015 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21820 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9068 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38491 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 12938 members 
Mstep: Class 71 contains 23415 members 
Mstep: Class 72 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168304.000000 Penalty: 43339.421875
Iteration 232Q: 73 clusters Score -4.21683e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11839 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36673 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 40300 members 
Mstep: Class 18 contains 20903 members 
Mstep: Class 19 contains 22891 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7443 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22330 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1984 members 
Mstep: Class 34 contains 47071 members 
Mstep: Class 35 contains 27326 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 894 members 
Mstep: Class 38 contains 9094 members 
Mstep: Class 39 contains 12092 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23429 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2733 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6477 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4243 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19396 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1064 members 
Mstep: Class 58 contains 25551 members 
Mstep: Class 59 contains 10280 members 
Mstep: Class 60 contains 14983 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21741 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9041 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38564 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13088 members 
Mstep: Class 71 contains 23260 members 
Mstep: Class 72 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168344.000000 Penalty: 43339.421875
Iteration 233Q: 73 clusters Score -4.216834e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 2813 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36666 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 40229 members 
Mstep: Class 18 contains 21182 members 
Mstep: Class 19 contains 22850 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7447 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22532 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 18746 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 46996 members 
Mstep: Class 35 contains 27223 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 889 members 
Mstep: Class 38 contains 9058 members 
Mstep: Class 39 contains 12098 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22991 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2734 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6488 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4292 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19397 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1063 members 
Mstep: Class 58 contains 26220 members 
Mstep: Class 59 contains 10199 members 
Mstep: Class 60 contains 14948 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21701 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 9004 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38578 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13198 members 
Mstep: Class 71 contains 23142 members 
Mstep: Class 72 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168864.000000 Penalty: 43339.421875
Iteration 234Q: 73 clusters Score -4.216886e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12177 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11901 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36639 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 40178 members 
Mstep: Class 18 contains 21461 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7468 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22703 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 18480 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1979 members 
Mstep: Class 34 contains 46920 members 
Mstep: Class 35 contains 27141 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 888 members 
Mstep: Class 38 contains 8978 members 
Mstep: Class 39 contains 12098 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22742 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2733 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6497 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3266 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4336 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19396 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1060 members 
Mstep: Class 58 contains 26784 members 
Mstep: Class 59 contains 10113 members 
Mstep: Class 60 contains 14918 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21686 members 
Mstep: Class 63 contains 204 members 
Mstep: Class 64 contains 8956 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38562 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13282 members 
Mstep: Class 71 contains 23045 members 
Mstep: Class 72 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42168772.000000 Penalty: 43339.421875
Iteration 235Q: 73 clusters Score -4.216877e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12180 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11913 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36609 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 40156 members 
Mstep: Class 18 contains 21739 members 
Mstep: Class 19 contains 22702 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3280 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22909 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6697 members 
Mstep: Class 30 contains 18271 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1983 members 
Mstep: Class 34 contains 46845 members 
Mstep: Class 35 contains 27000 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 885 members 
Mstep: Class 38 contains 8872 members 
Mstep: Class 39 contains 12099 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22477 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2735 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6500 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3266 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4403 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19399 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1058 members 
Mstep: Class 58 contains 27319 members 
Mstep: Class 59 contains 10034 members 
Mstep: Class 60 contains 14895 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21695 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8909 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38505 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 13388 members 
Mstep: Class 71 contains 22943 members 
Mstep: Class 72 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169068.000000 Penalty: 43339.421875
Iteration 236Q: 73 clusters Score -4.216907e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12188 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11909 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36566 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 40100 members 
Mstep: Class 18 contains 22019 members 
Mstep: Class 19 contains 22591 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7528 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23108 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 18113 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 46771 members 
Mstep: Class 35 contains 26909 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 878 members 
Mstep: Class 38 contains 8751 members 
Mstep: Class 39 contains 12104 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22304 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2738 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6506 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3264 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4459 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19404 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1054 members 
Mstep: Class 58 contains 27697 members 
Mstep: Class 59 contains 9971 members 
Mstep: Class 60 contains 14878 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21702 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8876 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38435 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13517 members 
Mstep: Class 71 contains 22855 members 
Mstep: Class 72 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169360.000000 Penalty: 43339.421875
Iteration 237Q: 73 clusters Score -4.216936e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12193 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36545 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 40026 members 
Mstep: Class 18 contains 22338 members 
Mstep: Class 19 contains 22491 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7565 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23281 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17917 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1977 members 
Mstep: Class 34 contains 46669 members 
Mstep: Class 35 contains 26810 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 12110 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22174 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2740 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6511 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3264 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4515 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19415 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1053 members 
Mstep: Class 58 contains 28072 members 
Mstep: Class 59 contains 9920 members 
Mstep: Class 60 contains 14855 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21727 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8843 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38370 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13626 members 
Mstep: Class 71 contains 22762 members 
Mstep: Class 72 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42169512.000000 Penalty: 43339.421875
Iteration 238Q: 73 clusters Score -4.216951e+07 nChanged 2695
Entering ConstructFrom: 
Score: -42169512.000000 Penalty: 43339.421875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -296754.937500 Penalty: 373.013062
	Iteration 0F: 2 clusters Score -296754.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294284.218750 Penalty: 746.026123
	Iteration 0F: 3 clusters Score -294284.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -295207.906250 Penalty: 746.026123
	Iteration 1F: 3 clusters Score -295207.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -295307.156250 Penalty: 746.026123
	Iteration 2F: 3 clusters Score -295307.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295408.937500 Penalty: 746.026123
	Iteration 3F: 3 clusters Score -295408.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295528.250000 Penalty: 746.026123
	Iteration 4F: 3 clusters Score -295528.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -295637.750000 Penalty: 746.026123
	Iteration 5F: 3 clusters Score -295637.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -295751.375000 Penalty: 746.026123
	Iteration 6Q: 3 clusters Score -295751.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -295854.281250 Penalty: 746.026123
	Iteration 7Q: 3 clusters Score -295854.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -295935.906250 Penalty: 746.026123
	Iteration 8Q: 3 clusters Score -295935.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -296012.062500 Penalty: 746.026123
	Iteration 9Q: 3 clusters Score -296012.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -296074.906250 Penalty: 746.026123
	Iteration 10Q: 3 clusters Score -296074.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -296116.812500 Penalty: 746.026123
	Iteration 11Q: 3 clusters Score -296116.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -296151.406250 Penalty: 746.026123
	Iteration 12Q: 3 clusters Score -296151.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -296190.968750 Penalty: 746.026123
	Iteration 13Q: 3 clusters Score -296191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -296237.281250 Penalty: 746.026123
	Iteration 14Q: 3 clusters Score -296237.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -296279.531250 Penalty: 746.026123
	Iteration 15Q: 3 clusters Score -296279.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -296306.937500 Penalty: 746.026123
	Iteration 16Q: 3 clusters Score -296306.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -296327.031250 Penalty: 746.026123
	Iteration 17Q: 3 clusters Score -296327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -296338.187500 Penalty: 746.026123
	Iteration 18Q: 3 clusters Score -296338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -296350.656250 Penalty: 746.026123
	Iteration 19Q: 3 clusters Score -296350.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -296365.593750 Penalty: 746.026123
	Iteration 20F: 3 clusters Score -296365.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -296385.562500 Penalty: 746.026123
	Iteration 21Q: 3 clusters Score -296385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -296399.968750 Penalty: 746.026123
	Iteration 22Q: 3 clusters Score -296400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -296406.687500 Penalty: 746.026123
	Iteration 23Q: 3 clusters Score -296406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -296412.875000 Penalty: 746.026123
	Iteration 24Q: 3 clusters Score -296412.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -296418.781250 Penalty: 746.026123
	Iteration 25Q: 3 clusters Score -296418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -296421.531250 Penalty: 746.026123
	Iteration 26Q: 3 clusters Score -296421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -296421.531250 Penalty: 746.026123
	Iteration 27F: 3 clusters Score -296421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -233032.515625 Penalty: 366.234406
	Iteration 0F: 2 clusters Score -233032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -230890.625000 Penalty: 732.468811
	Iteration 0F: 3 clusters Score -230890.6 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -231704.234375 Penalty: 732.468811
	Iteration 1F: 3 clusters Score -231704.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231796.984375 Penalty: 732.468811
	Iteration 2F: 3 clusters Score -231797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -231864.890625 Penalty: 732.468811
	Iteration 3Q: 3 clusters Score -231864.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -231928.312500 Penalty: 732.468811
	Iteration 4Q: 3 clusters Score -231928.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -231999.140625 Penalty: 732.468811
	Iteration 5Q: 3 clusters Score -231999.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -232084.921875 Penalty: 732.468811
	Iteration 6Q: 3 clusters Score -232084.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -232193.468750 Penalty: 732.468811
	Iteration 7Q: 3 clusters Score -232193.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -232265.093750 Penalty: 732.468811
	Iteration 8Q: 3 clusters Score -232265.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -232299.234375 Penalty: 732.468811
	Iteration 9Q: 3 clusters Score -232299.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -232319.359375 Penalty: 732.468811
	Iteration 10Q: 3 clusters Score -232319.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -232333.390625 Penalty: 732.468811
	Iteration 11Q: 3 clusters Score -232333.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -232356.187500 Penalty: 732.468811
	Iteration 12Q: 3 clusters Score -232356.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -232378.562500 Penalty: 732.468811
	Iteration 13Q: 3 clusters Score -232378.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -232391.203125 Penalty: 732.468811
	Iteration 14Q: 3 clusters Score -232391.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -232398.531250 Penalty: 732.468811
	Iteration 15Q: 3 clusters Score -232398.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -232407.062500 Penalty: 732.468811
	Iteration 16Q: 3 clusters Score -232407.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -232415.000000 Penalty: 732.468811
	Iteration 17Q: 3 clusters Score -232415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -232422.046875 Penalty: 732.468811
	Iteration 18Q: 3 clusters Score -232422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -232431.593750 Penalty: 732.468811
	Iteration 19Q: 3 clusters Score -232431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -232442.031250 Penalty: 732.468811
	Iteration 20F: 3 clusters Score -232442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -232460.609375 Penalty: 732.468811
	Iteration 21Q: 3 clusters Score -232460.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -232480.531250 Penalty: 732.468811
	Iteration 22Q: 3 clusters Score -232480.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -232501.984375 Penalty: 732.468811
	Iteration 23Q: 3 clusters Score -232502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -232519.515625 Penalty: 732.468811
	Iteration 24Q: 3 clusters Score -232519.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -232533.265625 Penalty: 732.468811
	Iteration 25Q: 3 clusters Score -232533.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -232543.578125 Penalty: 732.468811
	Iteration 26Q: 3 clusters Score -232543.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -232553.781250 Penalty: 732.468811
	Iteration 27Q: 3 clusters Score -232553.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -232562.671875 Penalty: 732.468811
	Iteration 28Q: 3 clusters Score -232562.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -232568.484375 Penalty: 732.468811
	Iteration 29Q: 3 clusters Score -232568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -232572.656250 Penalty: 732.468811
	Iteration 30Q: 3 clusters Score -232572.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -232577.437500 Penalty: 732.468811
	Iteration 31Q: 3 clusters Score -232577.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -232579.218750 Penalty: 732.468811
	Iteration 32Q: 3 clusters Score -232579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -232580.656250 Penalty: 732.468811
	Iteration 33Q: 3 clusters Score -232580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -232581.343750 Penalty: 732.468811
	Iteration 34Q: 3 clusters Score -232581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -232582.687500 Penalty: 732.468811
	Iteration 35Q: 3 clusters Score -232582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -232583.843750 Penalty: 732.468811
	Iteration 36Q: 3 clusters Score -232583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -232585.281250 Penalty: 732.468811
	Iteration 37Q: 3 clusters Score -232585.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -232586.078125 Penalty: 732.468811
	Iteration 38Q: 3 clusters Score -232586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -232586.734375 Penalty: 732.468811
	Iteration 39Q: 3 clusters Score -232586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -232586.937500 Penalty: 732.468811
	Iteration 40F: 3 clusters Score -232586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -232587.703125 Penalty: 732.468811
	Iteration 41Q: 3 clusters Score -232587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -232588.640625 Penalty: 732.468811
	Iteration 42Q: 3 clusters Score -232588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -232589.500000 Penalty: 732.468811
	Iteration 43Q: 3 clusters Score -232589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -232589.984375 Penalty: 732.468811
	Iteration 44Q: 3 clusters Score -232590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -232590.765625 Penalty: 732.468811
	Iteration 45Q: 3 clusters Score -232590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -232590.859375 Penalty: 732.468811
	Iteration 46Q: 3 clusters Score -232590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -232592.296875 Penalty: 732.468811
	Iteration 47Q: 3 clusters Score -232592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -232593.875000 Penalty: 732.468811
	Iteration 48Q: 3 clusters Score -232593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -232595.359375 Penalty: 732.468811
	Iteration 49Q: 3 clusters Score -232595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -232596.578125 Penalty: 732.468811
	Iteration 50Q: 3 clusters Score -232596.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -232599.140625 Penalty: 732.468811
	Iteration 51Q: 3 clusters Score -232599.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -232602.593750 Penalty: 732.468811
	Iteration 52Q: 3 clusters Score -232602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -232604.015625 Penalty: 732.468811
	Iteration 53Q: 3 clusters Score -232604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -232607.515625 Penalty: 732.468811
	Iteration 54Q: 3 clusters Score -232607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -232609.093750 Penalty: 732.468811
	Iteration 55Q: 3 clusters Score -232609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -232611.859375 Penalty: 732.468811
	Iteration 56Q: 3 clusters Score -232611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -232616.453125 Penalty: 732.468811
	Iteration 57Q: 3 clusters Score -232616.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -232620.859375 Penalty: 732.468811
	Iteration 58Q: 3 clusters Score -232620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -232626.343750 Penalty: 732.468811
	Iteration 59Q: 3 clusters Score -232626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -232630.812500 Penalty: 732.468811
	Iteration 60F: 3 clusters Score -232630.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -232635.765625 Penalty: 732.468811
	Iteration 61Q: 3 clusters Score -232635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -232640.468750 Penalty: 732.468811
	Iteration 62Q: 3 clusters Score -232640.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -232645.328125 Penalty: 732.468811
	Iteration 63Q: 3 clusters Score -232645.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -232650.640625 Penalty: 732.468811
	Iteration 64Q: 3 clusters Score -232650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -232653.953125 Penalty: 732.468811
	Iteration 65Q: 3 clusters Score -232654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -232657.765625 Penalty: 732.468811
	Iteration 66Q: 3 clusters Score -232657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -232663.890625 Penalty: 732.468811
	Iteration 67Q: 3 clusters Score -232663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -232670.421875 Penalty: 732.468811
	Iteration 68Q: 3 clusters Score -232670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -232673.625000 Penalty: 732.468811
	Iteration 69Q: 3 clusters Score -232673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -232675.937500 Penalty: 732.468811
	Iteration 70Q: 3 clusters Score -232675.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -232677.640625 Penalty: 732.468811
	Iteration 71Q: 3 clusters Score -232677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -232679.281250 Penalty: 732.468811
	Iteration 72Q: 3 clusters Score -232679.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -232681.390625 Penalty: 732.468811
	Iteration 73Q: 3 clusters Score -232681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -232686.093750 Penalty: 732.468811
	Iteration 74Q: 3 clusters Score -232686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -232690.531250 Penalty: 732.468811
	Iteration 75Q: 3 clusters Score -232690.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -232694.703125 Penalty: 732.468811
	Iteration 76Q: 3 clusters Score -232694.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -232696.718750 Penalty: 732.468811
	Iteration 77Q: 3 clusters Score -232696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -232699.984375 Penalty: 732.468811
	Iteration 78Q: 3 clusters Score -232700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -232703.109375 Penalty: 732.468811
	Iteration 79Q: 3 clusters Score -232703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -232705.250000 Penalty: 732.468811
	Iteration 80F: 3 clusters Score -232705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -232707.156250 Penalty: 732.468811
	Iteration 81Q: 3 clusters Score -232707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -232709.031250 Penalty: 732.468811
	Iteration 82Q: 3 clusters Score -232709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -232710.859375 Penalty: 732.468811
	Iteration 83Q: 3 clusters Score -232710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -232711.109375 Penalty: 732.468811
	Iteration 84Q: 3 clusters Score -232711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -232711.328125 Penalty: 732.468811
	Iteration 85Q: 3 clusters Score -232711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -232711.484375 Penalty: 732.468811
	Iteration 86Q: 3 clusters Score -232711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -232712.203125 Penalty: 732.468811
	Iteration 87Q: 3 clusters Score -232712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -232712.609375 Penalty: 732.468811
	Iteration 88Q: 3 clusters Score -232712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -232712.609375 Penalty: 732.468811
	Iteration 89F: 3 clusters Score -232712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -68144.312500 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -68144.31 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 507 members 
Entering Unmasked Estep 
Score: -67323.070312 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -67323.07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67665.429688 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -67665.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -67742.328125 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -67742.33 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67783.031250 Penalty: 629.781128
	Iteration 3F: 3 clusters Score -67783.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67819.429688 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -67819.43 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67851.328125 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -67851.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67878.773438 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -67878.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67900.023438 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -67900.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67918.421875 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -67918.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67931.828125 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -67931.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67935.796875 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -67935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67938.601562 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -67938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67939.351562 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -67939.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67939.796875 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -67939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67939.796875 Penalty: 629.781128
	Iteration 14F: 3 clusters Score -67939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Entering Unmasked Estep 
Score: -921100.812500 Penalty: 428.110718
	Iteration 0F: 2 clusters Score -921100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -912951.687500 Penalty: 856.221436
	Iteration 0F: 3 clusters Score -912951.7 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -916316.500000 Penalty: 856.221436
	Iteration 1F: 3 clusters Score -916316.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -916654.750000 Penalty: 856.221436
	Iteration 2F: 3 clusters Score -916654.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -916991.750000 Penalty: 856.221436
	Iteration 3F: 3 clusters Score -916991.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -917355.375000 Penalty: 856.221436
	Iteration 4F: 3 clusters Score -917355.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -917792.625000 Penalty: 856.221436
	Iteration 5F: 3 clusters Score -917792.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -918337.437500 Penalty: 856.221436
	Iteration 6F: 3 clusters Score -918337.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -918972.250000 Penalty: 856.221436
	Iteration 7F: 3 clusters Score -918972.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -919569.750000 Penalty: 856.221436
	Iteration 8F: 3 clusters Score -919569.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -920027.812500 Penalty: 856.221436
	Iteration 9Q: 3 clusters Score -920027.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -920321.437500 Penalty: 856.221436
	Iteration 10Q: 3 clusters Score -920321.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -920515.062500 Penalty: 856.221436
	Iteration 11Q: 3 clusters Score -920515.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -920645.187500 Penalty: 856.221436
	Iteration 12Q: 3 clusters Score -920645.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -920732.437500 Penalty: 856.221436
	Iteration 13Q: 3 clusters Score -920732.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -920779.875000 Penalty: 856.221436
	Iteration 14Q: 3 clusters Score -920779.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -920808.000000 Penalty: 856.221436
	Iteration 15Q: 3 clusters Score -920808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -920821.187500 Penalty: 856.221436
	Iteration 16Q: 3 clusters Score -920821.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -920827.437500 Penalty: 856.221436
	Iteration 17Q: 3 clusters Score -920827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -920830.375000 Penalty: 856.221436
	Iteration 18Q: 3 clusters Score -920830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -920832.875000 Penalty: 856.221436
	Iteration 19Q: 3 clusters Score -920832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -920835.000000 Penalty: 856.221436
	Iteration 20F: 3 clusters Score -920835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -920835.875000 Penalty: 856.221436
	Iteration 21Q: 3 clusters Score -920835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -920836.625000 Penalty: 856.221436
	Iteration 22Q: 3 clusters Score -920836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -920836.875000 Penalty: 856.221436
	Iteration 23Q: 3 clusters Score -920836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -920839.625000 Penalty: 856.221436
	Iteration 24Q: 3 clusters Score -920839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -920840.687500 Penalty: 856.221436
	Iteration 25Q: 3 clusters Score -920840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -920842.625000 Penalty: 856.221436
	Iteration 26Q: 3 clusters Score -920842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -920845.250000 Penalty: 856.221436
	Iteration 27Q: 3 clusters Score -920845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -920845.062500 Penalty: 856.221436
	Iteration 28Q: 3 clusters Score -920845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -920846.125000 Penalty: 856.221436
	Iteration 29Q: 3 clusters Score -920846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -920847.812500 Penalty: 856.221436
	Iteration 30Q: 3 clusters Score -920847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -920848.062500 Penalty: 856.221436
	Iteration 31Q: 3 clusters Score -920848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -920848.062500 Penalty: 856.221436
	Iteration 32F: 3 clusters Score -920848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -9096.737305 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -9096.737 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 137 members 
Entering Unmasked Estep 
Score: -8811.394531 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -8811.395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8925.111328 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -8925.111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8954.845703 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -8954.846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8981.971680 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -8981.972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8996.395508 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -8996.396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8998.986328 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -8998.986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8999.271484 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -8999.271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8999.271484 Penalty: 506.371338
	Iteration 7F: 3 clusters Score -8999.271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -966919.375000 Penalty: 427.050323
	Iteration 0F: 2 clusters Score -966919.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -958977.000000 Penalty: 854.100647
	Iteration 0F: 3 clusters Score -958977 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -961974.687500 Penalty: 854.100647
	Iteration 1F: 3 clusters Score -961974.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -962166.375000 Penalty: 854.100647
	Iteration 2Q: 3 clusters Score -962166.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -962413.562500 Penalty: 854.100647
	Iteration 3Q: 3 clusters Score -962413.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -962789.937500 Penalty: 854.100647
	Iteration 4F: 3 clusters Score -962789.9 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -963376.500000 Penalty: 854.100647
	Iteration 5F: 3 clusters Score -963376.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -964263.625000 Penalty: 854.100647
	Iteration 6F: 3 clusters Score -964263.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -965095.125000 Penalty: 854.100647
	Iteration 7F: 3 clusters Score -965095.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -965693.500000 Penalty: 854.100647
	Iteration 8F: 3 clusters Score -965693.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -966034.500000 Penalty: 854.100647
	Iteration 9Q: 3 clusters Score -966034.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -966242.250000 Penalty: 854.100647
	Iteration 10Q: 3 clusters Score -966242.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -966360.750000 Penalty: 854.100647
	Iteration 11Q: 3 clusters Score -966360.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -966442.000000 Penalty: 854.100647
	Iteration 12Q: 3 clusters Score -966442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -966489.562500 Penalty: 854.100647
	Iteration 13Q: 3 clusters Score -966489.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -966521.812500 Penalty: 854.100647
	Iteration 14Q: 3 clusters Score -966521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -966535.062500 Penalty: 854.100647
	Iteration 15Q: 3 clusters Score -966535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -966540.250000 Penalty: 854.100647
	Iteration 16Q: 3 clusters Score -966540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -966542.250000 Penalty: 854.100647
	Iteration 17Q: 3 clusters Score -966542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -966544.062500 Penalty: 854.100647
	Iteration 18Q: 3 clusters Score -966544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -966544.062500 Penalty: 854.100647
	Iteration 19F: 3 clusters Score -966544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -210163.953125 Penalty: 362.051575
	Iteration 0F: 2 clusters Score -210164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -208159.718750 Penalty: 724.103149
	Iteration 0F: 3 clusters Score -208159.7 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -208821.984375 Penalty: 724.103149
	Iteration 1F: 3 clusters Score -208822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -208886.046875 Penalty: 724.103149
	Iteration 2F: 3 clusters Score -208886 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -208936.765625 Penalty: 724.103149
	Iteration 3Q: 3 clusters Score -208936.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -208986.750000 Penalty: 724.103149
	Iteration 4Q: 3 clusters Score -208986.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -209028.656250 Penalty: 724.103149
	Iteration 5Q: 3 clusters Score -209028.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -209064.046875 Penalty: 724.103149
	Iteration 6Q: 3 clusters Score -209064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -209104.406250 Penalty: 724.103149
	Iteration 7Q: 3 clusters Score -209104.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -209149.484375 Penalty: 724.103149
	Iteration 8Q: 3 clusters Score -209149.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -209190.953125 Penalty: 724.103149
	Iteration 9Q: 3 clusters Score -209191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -209233.296875 Penalty: 724.103149
	Iteration 10Q: 3 clusters Score -209233.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -209281.546875 Penalty: 724.103149
	Iteration 11Q: 3 clusters Score -209281.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -209339.656250 Penalty: 724.103149
	Iteration 12Q: 3 clusters Score -209339.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -209380.437500 Penalty: 724.103149
	Iteration 13Q: 3 clusters Score -209380.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209415.750000 Penalty: 724.103149
	Iteration 14Q: 3 clusters Score -209415.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209442.281250 Penalty: 724.103149
	Iteration 15Q: 3 clusters Score -209442.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -209472.406250 Penalty: 724.103149
	Iteration 16Q: 3 clusters Score -209472.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -209502.171875 Penalty: 724.103149
	Iteration 17Q: 3 clusters Score -209502.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -209524.421875 Penalty: 724.103149
	Iteration 18Q: 3 clusters Score -209524.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -209552.718750 Penalty: 724.103149
	Iteration 19Q: 3 clusters Score -209552.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -209572.953125 Penalty: 724.103149
	Iteration 20F: 3 clusters Score -209573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -209593.375000 Penalty: 724.103149
	Iteration 21Q: 3 clusters Score -209593.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -209613.046875 Penalty: 724.103149
	Iteration 22Q: 3 clusters Score -209613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -209632.640625 Penalty: 724.103149
	Iteration 23Q: 3 clusters Score -209632.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -209648.156250 Penalty: 724.103149
	Iteration 24Q: 3 clusters Score -209648.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -209663.562500 Penalty: 724.103149
	Iteration 25Q: 3 clusters Score -209663.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -209682.671875 Penalty: 724.103149
	Iteration 26Q: 3 clusters Score -209682.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -209702.921875 Penalty: 724.103149
	Iteration 27Q: 3 clusters Score -209702.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -209714.218750 Penalty: 724.103149
	Iteration 28Q: 3 clusters Score -209714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -209722.656250 Penalty: 724.103149
	Iteration 29Q: 3 clusters Score -209722.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -209732.015625 Penalty: 724.103149
	Iteration 30Q: 3 clusters Score -209732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -209736.343750 Penalty: 724.103149
	Iteration 31Q: 3 clusters Score -209736.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -209741.812500 Penalty: 724.103149
	Iteration 32Q: 3 clusters Score -209741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -209744.343750 Penalty: 724.103149
	Iteration 33Q: 3 clusters Score -209744.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -209752.468750 Penalty: 724.103149
	Iteration 34Q: 3 clusters Score -209752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -209759.078125 Penalty: 724.103149
	Iteration 35Q: 3 clusters Score -209759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -209768.296875 Penalty: 724.103149
	Iteration 36Q: 3 clusters Score -209768.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -209773.078125 Penalty: 724.103149
	Iteration 37Q: 3 clusters Score -209773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -209781.359375 Penalty: 724.103149
	Iteration 38Q: 3 clusters Score -209781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -209787.218750 Penalty: 724.103149
	Iteration 39Q: 3 clusters Score -209787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -209791.437500 Penalty: 724.103149
	Iteration 40F: 3 clusters Score -209791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -209796.750000 Penalty: 724.103149
	Iteration 41Q: 3 clusters Score -209796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -209800.703125 Penalty: 724.103149
	Iteration 42Q: 3 clusters Score -209800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -209803.718750 Penalty: 724.103149
	Iteration 43Q: 3 clusters Score -209803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -209805.125000 Penalty: 724.103149
	Iteration 44Q: 3 clusters Score -209805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -209806.781250 Penalty: 724.103149
	Iteration 45Q: 3 clusters Score -209806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -209806.781250 Penalty: 724.103149
	Iteration 46F: 3 clusters Score -209806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9683.778320 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9683.778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9741.195312 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9741.195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9762.134766 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9762.135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9771.134766 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9771.135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9784.262695 Penalty: 458.362671
	Iteration 4F: 3 clusters Score -9784.263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9788.945312 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9788.945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9791.041016 Penalty: 458.362671
	Iteration 6Q: 3 clusters Score -9791.041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9791.041016 Penalty: 458.362671
	Iteration 7F: 3 clusters Score -9791.041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Entering Unmasked Estep 
Score: -2926126.250000 Penalty: 478.012970
	Iteration 0F: 2 clusters Score -2926126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2903358.750000 Penalty: 956.025940
	Iteration 0F: 3 clusters Score -2903359 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2913778.500000 Penalty: 956.025940
	Iteration 1F: 3 clusters Score -2913778 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2914192.500000 Penalty: 956.025940
	Iteration 2Q: 3 clusters Score -2914192 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2914845.500000 Penalty: 956.025940
	Iteration 3Q: 3 clusters Score -2914846 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2915948.000000 Penalty: 956.025940
	Iteration 4F: 3 clusters Score -2915948 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2917618.000000 Penalty: 956.025940
	Iteration 5F: 3 clusters Score -2917618 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2919552.500000 Penalty: 956.025940
	Iteration 6F: 3 clusters Score -2919552 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2921226.500000 Penalty: 956.025940
	Iteration 7F: 3 clusters Score -2921226 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2922419.250000 Penalty: 956.025940
	Iteration 8Q: 3 clusters Score -2922419 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2923210.750000 Penalty: 956.025940
	Iteration 9Q: 3 clusters Score -2923211 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2923733.500000 Penalty: 956.025940
	Iteration 10Q: 3 clusters Score -2923734 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2924090.750000 Penalty: 956.025940
	Iteration 11Q: 3 clusters Score -2924091 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2924309.250000 Penalty: 956.025940
	Iteration 12Q: 3 clusters Score -2924309 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2924553.500000 Penalty: 956.025940
	Iteration 13Q: 3 clusters Score -2924554 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2924734.000000 Penalty: 956.025940
	Iteration 14Q: 3 clusters Score -2924734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2924890.000000 Penalty: 956.025940
	Iteration 15Q: 3 clusters Score -2924890 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2925039.500000 Penalty: 956.025940
	Iteration 16Q: 3 clusters Score -2925040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2925136.250000 Penalty: 956.025940
	Iteration 17Q: 3 clusters Score -2925136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2925240.000000 Penalty: 956.025940
	Iteration 18Q: 3 clusters Score -2925240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2925328.500000 Penalty: 956.025940
	Iteration 19Q: 3 clusters Score -2925328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2925376.500000 Penalty: 956.025940
	Iteration 20F: 3 clusters Score -2925376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2925435.500000 Penalty: 956.025940
	Iteration 21Q: 3 clusters Score -2925436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2925472.250000 Penalty: 956.025940
	Iteration 22Q: 3 clusters Score -2925472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2925511.000000 Penalty: 956.025940
	Iteration 23Q: 3 clusters Score -2925511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2925548.750000 Penalty: 956.025940
	Iteration 24Q: 3 clusters Score -2925549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2925571.750000 Penalty: 956.025940
	Iteration 25Q: 3 clusters Score -2925572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2925592.500000 Penalty: 956.025940
	Iteration 26Q: 3 clusters Score -2925592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2925612.500000 Penalty: 956.025940
	Iteration 27Q: 3 clusters Score -2925612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2925630.250000 Penalty: 956.025940
	Iteration 28Q: 3 clusters Score -2925630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2925650.750000 Penalty: 956.025940
	Iteration 29Q: 3 clusters Score -2925651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2925668.750000 Penalty: 956.025940
	Iteration 30Q: 3 clusters Score -2925669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2925691.750000 Penalty: 956.025940
	Iteration 31Q: 3 clusters Score -2925692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2925709.250000 Penalty: 956.025940
	Iteration 32Q: 3 clusters Score -2925709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2925706.500000 Penalty: 956.025940
	Iteration 33Q: 3 clusters Score -2925706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2925714.250000 Penalty: 956.025940
	Iteration 34Q: 3 clusters Score -2925714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2925727.750000 Penalty: 956.025940
	Iteration 35Q: 3 clusters Score -2925728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2925735.250000 Penalty: 956.025940
	Iteration 36Q: 3 clusters Score -2925735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2925733.000000 Penalty: 956.025940
	Iteration 37Q: 3 clusters Score -2925733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2925735.250000 Penalty: 956.025940
	Iteration 38Q: 3 clusters Score -2925735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2925738.000000 Penalty: 956.025940
	Iteration 39Q: 3 clusters Score -2925738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2925741.250000 Penalty: 956.025940
	Iteration 40F: 3 clusters Score -2925741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2925750.000000 Penalty: 956.025940
	Iteration 41Q: 3 clusters Score -2925750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2925750.500000 Penalty: 956.025940
	Iteration 42Q: 3 clusters Score -2925750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2925754.750000 Penalty: 956.025940
	Iteration 43Q: 3 clusters Score -2925755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2925756.250000 Penalty: 956.025940
	Iteration 44Q: 3 clusters Score -2925756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2925760.500000 Penalty: 956.025940
	Iteration 45Q: 3 clusters Score -2925760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2925762.000000 Penalty: 956.025940
	Iteration 46Q: 3 clusters Score -2925762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2925761.750000 Penalty: 956.025940
	Iteration 47Q: 3 clusters Score -2925762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2925762.500000 Penalty: 956.025940
	Iteration 48Q: 3 clusters Score -2925762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2925761.750000 Penalty: 956.025940
	Iteration 49Q: 3 clusters Score -2925762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2925767.000000 Penalty: 956.025940
	Iteration 50Q: 3 clusters Score -2925767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2925767.750000 Penalty: 956.025940
	Iteration 51Q: 3 clusters Score -2925768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2925768.750000 Penalty: 956.025940
	Iteration 52Q: 3 clusters Score -2925769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2925768.750000 Penalty: 956.025940
	Iteration 53F: 3 clusters Score -2925769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -41269.871094 Penalty: 290.372620
	Iteration 0F: 2 clusters Score -41269.87 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 284 members 
Entering Unmasked Estep 
Score: -40724.121094 Penalty: 580.745239
	Iteration 0F: 3 clusters Score -40724.12 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40894.945312 Penalty: 580.745239
	Iteration 1F: 3 clusters Score -40894.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40929.906250 Penalty: 580.745239
	Iteration 2F: 3 clusters Score -40929.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40959.757812 Penalty: 580.745239
	Iteration 3F: 3 clusters Score -40959.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40979.230469 Penalty: 580.745239
	Iteration 4Q: 3 clusters Score -40979.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40991.183594 Penalty: 580.745239
	Iteration 5Q: 3 clusters Score -40991.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41000.800781 Penalty: 580.745239
	Iteration 6Q: 3 clusters Score -41000.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41011.769531 Penalty: 580.745239
	Iteration 7Q: 3 clusters Score -41011.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41015.074219 Penalty: 580.745239
	Iteration 8Q: 3 clusters Score -41015.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41016.296875 Penalty: 580.745239
	Iteration 9Q: 3 clusters Score -41016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41016.718750 Penalty: 580.745239
	Iteration 10Q: 3 clusters Score -41016.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41016.718750 Penalty: 580.745239
	Iteration 11F: 3 clusters Score -41016.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -88094.890625 Penalty: 322.446594
	Iteration 0F: 2 clusters Score -88094.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -87180.085938 Penalty: 644.893188
	Iteration 0F: 3 clusters Score -87180.09 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -87459.156250 Penalty: 644.893188
	Iteration 1F: 3 clusters Score -87459.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -87526.742188 Penalty: 644.893188
	Iteration 2F: 3 clusters Score -87526.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -87595.757812 Penalty: 644.893188
	Iteration 3F: 3 clusters Score -87595.76 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -87671.523438 Penalty: 644.893188
	Iteration 4F: 3 clusters Score -87671.52 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -87744.976562 Penalty: 644.893188
	Iteration 5F: 3 clusters Score -87744.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -87777.070312 Penalty: 644.893188
	Iteration 6Q: 3 clusters Score -87777.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -87798.046875 Penalty: 644.893188
	Iteration 7Q: 3 clusters Score -87798.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -87826.929688 Penalty: 644.893188
	Iteration 8Q: 3 clusters Score -87826.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -87859.890625 Penalty: 644.893188
	Iteration 9Q: 3 clusters Score -87859.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -87883.140625 Penalty: 644.893188
	Iteration 10Q: 3 clusters Score -87883.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -87893.359375 Penalty: 644.893188
	Iteration 11Q: 3 clusters Score -87893.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -87895.359375 Penalty: 644.893188
	Iteration 12Q: 3 clusters Score -87895.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -87896.890625 Penalty: 644.893188
	Iteration 13Q: 3 clusters Score -87896.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -87898.460938 Penalty: 644.893188
	Iteration 14Q: 3 clusters Score -87898.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -87900.101562 Penalty: 644.893188
	Iteration 15Q: 3 clusters Score -87900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -87901.414062 Penalty: 644.893188
	Iteration 16Q: 3 clusters Score -87901.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -87901.882812 Penalty: 644.893188
	Iteration 17Q: 3 clusters Score -87901.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -87902.265625 Penalty: 644.893188
	Iteration 18Q: 3 clusters Score -87902.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -87902.562500 Penalty: 644.893188
	Iteration 19Q: 3 clusters Score -87902.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -87902.812500 Penalty: 644.893188
	Iteration 20F: 3 clusters Score -87902.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -87903.398438 Penalty: 644.893188
	Iteration 21Q: 3 clusters Score -87903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -87904.406250 Penalty: 644.893188
	Iteration 22Q: 3 clusters Score -87904.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -87904.468750 Penalty: 644.893188
	Iteration 23Q: 3 clusters Score -87904.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -87904.468750 Penalty: 644.893188
	Iteration 24F: 3 clusters Score -87904.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -469900.937500 Penalty: 395.949097
	Iteration 0F: 2 clusters Score -469900.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -465867.468750 Penalty: 791.898193
	Iteration 0F: 3 clusters Score -465867.5 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -467296.750000 Penalty: 791.898193
	Iteration 1F: 3 clusters Score -467296.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -467440.437500 Penalty: 791.898193
	Iteration 2F: 3 clusters Score -467440.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -467642.781250 Penalty: 791.898193
	Iteration 3F: 3 clusters Score -467642.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -467903.718750 Penalty: 791.898193
	Iteration 4F: 3 clusters Score -467903.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -468247.281250 Penalty: 791.898193
	Iteration 5F: 3 clusters Score -468247.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -468645.406250 Penalty: 791.898193
	Iteration 6F: 3 clusters Score -468645.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -469008.406250 Penalty: 791.898193
	Iteration 7F: 3 clusters Score -469008.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -469264.312500 Penalty: 791.898193
	Iteration 8Q: 3 clusters Score -469264.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -469401.156250 Penalty: 791.898193
	Iteration 9Q: 3 clusters Score -469401.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -469470.437500 Penalty: 791.898193
	Iteration 10Q: 3 clusters Score -469470.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -469498.843750 Penalty: 791.898193
	Iteration 11Q: 3 clusters Score -469498.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -469518.375000 Penalty: 791.898193
	Iteration 12Q: 3 clusters Score -469518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -469526.218750 Penalty: 791.898193
	Iteration 13Q: 3 clusters Score -469526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -469531.000000 Penalty: 791.898193
	Iteration 14Q: 3 clusters Score -469531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -469539.093750 Penalty: 791.898193
	Iteration 15Q: 3 clusters Score -469539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -469542.843750 Penalty: 791.898193
	Iteration 16Q: 3 clusters Score -469542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -469545.625000 Penalty: 791.898193
	Iteration 17Q: 3 clusters Score -469545.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -469547.187500 Penalty: 791.898193
	Iteration 18Q: 3 clusters Score -469547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -469550.125000 Penalty: 791.898193
	Iteration 19Q: 3 clusters Score -469550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -469551.875000 Penalty: 791.898193
	Iteration 20F: 3 clusters Score -469551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -469552.281250 Penalty: 791.898193
	Iteration 21Q: 3 clusters Score -469552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -469553.250000 Penalty: 791.898193
	Iteration 22Q: 3 clusters Score -469553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -469554.250000 Penalty: 791.898193
	Iteration 23Q: 3 clusters Score -469554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -469554.250000 Penalty: 791.898193
	Iteration 24F: 3 clusters Score -469554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -16484.707031 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16484.71 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 145 members 
Entering Unmasked Estep 
Score: -16123.564453 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16123.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -16252.864258 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16252.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16279.120117 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16279.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -16289.184570 Penalty: 522.028076
	Iteration 3Q: 3 clusters Score -16289.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -16298.721680 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16298.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16303.595703 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -16306.702148 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16309.976562 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16309.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16312.630859 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16312.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16315.848633 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -16315.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -16323.034180 Penalty: 522.028076
	Iteration 10Q: 3 clusters Score -16323.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -16329.065430 Penalty: 522.028076
	Iteration 11Q: 3 clusters Score -16329.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -16330.809570 Penalty: 522.028076
	Iteration 12Q: 3 clusters Score -16330.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16331.099609 Penalty: 522.028076
	Iteration 13Q: 3 clusters Score -16331.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -16331.099609 Penalty: 522.028076
	Iteration 14F: 3 clusters Score -16331.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24137.019531 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24137.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23738.822266 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -23738.82 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23841.982422 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -23841.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23861.232422 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -23861.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23877.517578 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -23877.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23885.785156 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -23885.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23896.656250 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -23896.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -23902.591797 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -23902.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -23905.609375 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -23905.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23908.447266 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -23908.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23914.279297 Penalty: 540.794739
	Iteration 9Q: 3 clusters Score -23914.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23915.875000 Penalty: 540.794739
	Iteration 10Q: 3 clusters Score -23915.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23917.171875 Penalty: 540.794739
	Iteration 11Q: 3 clusters Score -23917.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -23920.695312 Penalty: 540.794739
	Iteration 12Q: 3 clusters Score -23920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23923.529297 Penalty: 540.794739
	Iteration 13Q: 3 clusters Score -23923.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23928.490234 Penalty: 540.794739
	Iteration 14Q: 3 clusters Score -23928.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23932.916016 Penalty: 540.794739
	Iteration 15Q: 3 clusters Score -23932.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -23934.455078 Penalty: 540.794739
	Iteration 16Q: 3 clusters Score -23934.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -23937.292969 Penalty: 540.794739
	Iteration 17Q: 3 clusters Score -23937.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23939.457031 Penalty: 540.794739
	Iteration 18Q: 3 clusters Score -23939.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23948.660156 Penalty: 540.794739
	Iteration 19Q: 3 clusters Score -23948.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23959.441406 Penalty: 540.794739
	Iteration 20F: 3 clusters Score -23959.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23961.535156 Penalty: 540.794739
	Iteration 21Q: 3 clusters Score -23961.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23962.699219 Penalty: 540.794739
	Iteration 22Q: 3 clusters Score -23962.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23963.886719 Penalty: 540.794739
	Iteration 23Q: 3 clusters Score -23963.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23967.130859 Penalty: 540.794739
	Iteration 24Q: 3 clusters Score -23967.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -23973.142578 Penalty: 540.794739
	Iteration 25Q: 3 clusters Score -23973.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23974.773438 Penalty: 540.794739
	Iteration 26Q: 3 clusters Score -23974.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23977.158203 Penalty: 540.794739
	Iteration 27Q: 3 clusters Score -23977.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23977.158203 Penalty: 540.794739
	Iteration 28F: 3 clusters Score -23977.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -10972.763672 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -10972.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10677.782227 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -10677.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10849.627930 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -10849.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -10904.420898 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -10904.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10941.975586 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -10941.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10953.089844 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -10953.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10960.575195 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -10960.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10965.178711 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -10965.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10968.918945 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -10968.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10968.918945 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -10968.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -399650.406250 Penalty: 392.737457
	Iteration 0F: 2 clusters Score -399650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -395837.687500 Penalty: 785.474915
	Iteration 0F: 3 clusters Score -395837.7 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -397330.218750 Penalty: 785.474915
	Iteration 1F: 3 clusters Score -397330.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -397492.406250 Penalty: 785.474915
	Iteration 2F: 3 clusters Score -397492.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -397635.156250 Penalty: 785.474915
	Iteration 3F: 3 clusters Score -397635.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -397770.375000 Penalty: 785.474915
	Iteration 4F: 3 clusters Score -397770.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -397915.875000 Penalty: 785.474915
	Iteration 5Q: 3 clusters Score -397915.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -398047.312500 Penalty: 785.474915
	Iteration 6Q: 3 clusters Score -398047.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -398162.218750 Penalty: 785.474915
	Iteration 7Q: 3 clusters Score -398162.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -398307.250000 Penalty: 785.474915
	Iteration 8Q: 3 clusters Score -398307.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -398448.562500 Penalty: 785.474915
	Iteration 9Q: 3 clusters Score -398448.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -398566.718750 Penalty: 785.474915
	Iteration 10Q: 3 clusters Score -398566.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -398673.906250 Penalty: 785.474915
	Iteration 11Q: 3 clusters Score -398673.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -398776.437500 Penalty: 785.474915
	Iteration 12Q: 3 clusters Score -398776.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -398859.156250 Penalty: 785.474915
	Iteration 13Q: 3 clusters Score -398859.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -398931.531250 Penalty: 785.474915
	Iteration 14Q: 3 clusters Score -398931.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -399021.781250 Penalty: 785.474915
	Iteration 15Q: 3 clusters Score -399021.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -399112.125000 Penalty: 785.474915
	Iteration 16Q: 3 clusters Score -399112.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -399191.750000 Penalty: 785.474915
	Iteration 17Q: 3 clusters Score -399191.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -399246.562500 Penalty: 785.474915
	Iteration 18Q: 3 clusters Score -399246.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -399291.812500 Penalty: 785.474915
	Iteration 19Q: 3 clusters Score -399291.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -399320.906250 Penalty: 785.474915
	Iteration 20F: 3 clusters Score -399320.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -399334.781250 Penalty: 785.474915
	Iteration 21Q: 3 clusters Score -399334.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -399345.562500 Penalty: 785.474915
	Iteration 22Q: 3 clusters Score -399345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -399349.125000 Penalty: 785.474915
	Iteration 23Q: 3 clusters Score -399349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -399350.468750 Penalty: 785.474915
	Iteration 24Q: 3 clusters Score -399350.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -399351.750000 Penalty: 785.474915
	Iteration 25Q: 3 clusters Score -399351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -399352.781250 Penalty: 785.474915
	Iteration 26Q: 3 clusters Score -399352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -399352.562500 Penalty: 785.474915
	Iteration 27Q: 3 clusters Score -399352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -399352.812500 Penalty: 785.474915
	Iteration 28Q: 3 clusters Score -399352.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -399352.812500 Penalty: 785.474915
	Iteration 29F: 3 clusters Score -399352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Entering Unmasked Estep 
Score: -3202273.000000 Penalty: 482.149139
	Iteration 0F: 2 clusters Score -3202273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3178765.250000 Penalty: 964.298279
	Iteration 0F: 3 clusters Score -3178765 nChanged 19325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3190190.250000 Penalty: 964.298279
	Iteration 1F: 3 clusters Score -3190190 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3190997.250000 Penalty: 964.298279
	Iteration 2F: 3 clusters Score -3190997 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3191978.500000 Penalty: 964.298279
	Iteration 3F: 3 clusters Score -3191978 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3193250.500000 Penalty: 964.298279
	Iteration 4F: 3 clusters Score -3193250 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3194841.250000 Penalty: 964.298279
	Iteration 5F: 3 clusters Score -3194841 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3196412.000000 Penalty: 964.298279
	Iteration 6F: 3 clusters Score -3196412 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3197392.250000 Penalty: 964.298279
	Iteration 7Q: 3 clusters Score -3197392 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3197790.500000 Penalty: 964.298279
	Iteration 8Q: 3 clusters Score -3197790 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3197938.750000 Penalty: 964.298279
	Iteration 9Q: 3 clusters Score -3197939 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3198073.500000 Penalty: 964.298279
	Iteration 10Q: 3 clusters Score -3198074 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3198182.500000 Penalty: 964.298279
	Iteration 11Q: 3 clusters Score -3198182 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3198327.000000 Penalty: 964.298279
	Iteration 12Q: 3 clusters Score -3198327 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3198448.250000 Penalty: 964.298279
	Iteration 13Q: 3 clusters Score -3198448 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3198601.000000 Penalty: 964.298279
	Iteration 14Q: 3 clusters Score -3198601 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3198745.750000 Penalty: 964.298279
	Iteration 15Q: 3 clusters Score -3198746 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3198985.000000 Penalty: 964.298279
	Iteration 16Q: 3 clusters Score -3198985 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3199203.500000 Penalty: 964.298279
	Iteration 17Q: 3 clusters Score -3199204 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3199366.000000 Penalty: 964.298279
	Iteration 18Q: 3 clusters Score -3199366 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3199560.500000 Penalty: 964.298279
	Iteration 19Q: 3 clusters Score -3199560 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3199763.250000 Penalty: 964.298279
	Iteration 20F: 3 clusters Score -3199763 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3199958.750000 Penalty: 964.298279
	Iteration 21Q: 3 clusters Score -3199959 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3200110.000000 Penalty: 964.298279
	Iteration 22Q: 3 clusters Score -3200110 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3200274.000000 Penalty: 964.298279
	Iteration 23Q: 3 clusters Score -3200274 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3200425.750000 Penalty: 964.298279
	Iteration 24Q: 3 clusters Score -3200426 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3200570.750000 Penalty: 964.298279
	Iteration 25Q: 3 clusters Score -3200571 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3200694.250000 Penalty: 964.298279
	Iteration 26Q: 3 clusters Score -3200694 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3200775.250000 Penalty: 964.298279
	Iteration 27Q: 3 clusters Score -3200775 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3200930.250000 Penalty: 964.298279
	Iteration 28Q: 3 clusters Score -3200930 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3201078.000000 Penalty: 964.298279
	Iteration 29Q: 3 clusters Score -3201078 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3201221.750000 Penalty: 964.298279
	Iteration 30Q: 3 clusters Score -3201222 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3201314.000000 Penalty: 964.298279
	Iteration 31Q: 3 clusters Score -3201314 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3201443.250000 Penalty: 964.298279
	Iteration 32Q: 3 clusters Score -3201443 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3201568.500000 Penalty: 964.298279
	Iteration 33Q: 3 clusters Score -3201568 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3201685.250000 Penalty: 964.298279
	Iteration 34Q: 3 clusters Score -3201685 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3201779.250000 Penalty: 964.298279
	Iteration 35Q: 3 clusters Score -3201779 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3201842.500000 Penalty: 964.298279
	Iteration 36Q: 3 clusters Score -3201842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3201929.500000 Penalty: 964.298279
	Iteration 37Q: 3 clusters Score -3201930 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3202006.250000 Penalty: 964.298279
	Iteration 38Q: 3 clusters Score -3202006 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3202050.750000 Penalty: 964.298279
	Iteration 39Q: 3 clusters Score -3202051 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3202096.750000 Penalty: 964.298279
	Iteration 40F: 3 clusters Score -3202097 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3202148.250000 Penalty: 964.298279
	Iteration 41Q: 3 clusters Score -3202148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3202188.750000 Penalty: 964.298279
	Iteration 42Q: 3 clusters Score -3202189 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3202216.000000 Penalty: 964.298279
	Iteration 43Q: 3 clusters Score -3202216 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3202225.000000 Penalty: 964.298279
	Iteration 44Q: 3 clusters Score -3202225 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3202240.250000 Penalty: 964.298279
	Iteration 45Q: 3 clusters Score -3202240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3202264.500000 Penalty: 964.298279
	Iteration 46Q: 3 clusters Score -3202264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3202290.500000 Penalty: 964.298279
	Iteration 47Q: 3 clusters Score -3202290 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3202294.750000 Penalty: 964.298279
	Iteration 48Q: 3 clusters Score -3202295 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3202319.750000 Penalty: 964.298279
	Iteration 49Q: 3 clusters Score -3202320 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3202313.000000 Penalty: 964.298279
	Iteration 50Q: 3 clusters Score -3202313 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3202326.500000 Penalty: 964.298279
	Iteration 51Q: 3 clusters Score -3202326 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3202331.500000 Penalty: 964.298279
	Iteration 52Q: 3 clusters Score -3202332 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3202336.000000 Penalty: 964.298279
	Iteration 53Q: 3 clusters Score -3202336 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3202337.000000 Penalty: 964.298279
	Iteration 54Q: 3 clusters Score -3202337 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3202338.750000 Penalty: 964.298279
	Iteration 55Q: 3 clusters Score -3202339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3202331.500000 Penalty: 964.298279
	Iteration 56Q: 3 clusters Score -3202332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3202337.500000 Penalty: 964.298279
	Iteration 57Q: 3 clusters Score -3202338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3202340.000000 Penalty: 964.298279
	Iteration 58Q: 3 clusters Score -3202340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -3202323.500000 Penalty: 964.298279
	Iteration 59Q: 3 clusters Score -3202324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3202318.750000 Penalty: 964.298279
	Iteration 60F: 3 clusters Score -3202319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3202322.750000 Penalty: 964.298279
	Iteration 61Q: 3 clusters Score -3202323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3202324.750000 Penalty: 964.298279
	Iteration 62Q: 3 clusters Score -3202325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3202326.750000 Penalty: 964.298279
	Iteration 63Q: 3 clusters Score -3202327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3202327.250000 Penalty: 964.298279
	Iteration 64Q: 3 clusters Score -3202327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3202323.250000 Penalty: 964.298279
	Iteration 65Q: 3 clusters Score -3202323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3202328.000000 Penalty: 964.298279
	Iteration 66Q: 3 clusters Score -3202328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3202326.500000 Penalty: 964.298279
	Iteration 67Q: 3 clusters Score -3202326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3202325.250000 Penalty: 964.298279
	Iteration 68Q: 3 clusters Score -3202325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3202320.000000 Penalty: 964.298279
	Iteration 69Q: 3 clusters Score -3202320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3202319.250000 Penalty: 964.298279
	Iteration 70Q: 3 clusters Score -3202319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3202315.750000 Penalty: 964.298279
	Iteration 71Q: 3 clusters Score -3202316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3202314.750000 Penalty: 964.298279
	Iteration 72Q: 3 clusters Score -3202315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3202311.500000 Penalty: 964.298279
	Iteration 73Q: 3 clusters Score -3202312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3202310.500000 Penalty: 964.298279
	Iteration 74Q: 3 clusters Score -3202310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3202308.750000 Penalty: 964.298279
	Iteration 75Q: 3 clusters Score -3202309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3202309.750000 Penalty: 964.298279
	Iteration 76Q: 3 clusters Score -3202310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3202310.000000 Penalty: 964.298279
	Iteration 77Q: 3 clusters Score -3202310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3202311.750000 Penalty: 964.298279
	Iteration 78Q: 3 clusters Score -3202312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3202311.250000 Penalty: 964.298279
	Iteration 79Q: 3 clusters Score -3202311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3202311.250000 Penalty: 964.298279
	Iteration 80F: 3 clusters Score -3202311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 22555 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23441 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17808 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 46533 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 8471 members 
Mstep: Class 39 contains 12124 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22129 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6517 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4568 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19418 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 28340 members 
Mstep: Class 59 contains 9870 members 
Mstep: Class 60 contains 14838 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21766 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8807 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38306 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13701 members 
Mstep: Class 71 contains 22650 members 
Mstep: Class 72 contains 1296 members 
Mstep: Class 73 contains 17447 members 
Entering Unmasked Estep 
Score: -42169328.000000 Penalty: 43941.359375
Splitting cluster 17 changes total score from -42169512.000000 to -42169328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (22654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Entering Unmasked Estep 
Score: -1750585.750000 Penalty: 456.278168
	Iteration 0F: 2 clusters Score -1750586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1735594.250000 Penalty: 912.556335
	Iteration 0F: 3 clusters Score -1735594 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1742072.000000 Penalty: 912.556335
	Iteration 1F: 3 clusters Score -1742072 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1742901.875000 Penalty: 912.556335
	Iteration 2F: 3 clusters Score -1742902 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1744298.375000 Penalty: 912.556335
	Iteration 3F: 3 clusters Score -1744298 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1746203.625000 Penalty: 912.556335
	Iteration 4F: 3 clusters Score -1746204 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -1748246.375000 Penalty: 912.556335
	Iteration 5F: 3 clusters Score -1748246 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -1749489.250000 Penalty: 912.556335
	Iteration 6F: 3 clusters Score -1749489 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -1749973.500000 Penalty: 912.556335
	Iteration 7Q: 3 clusters Score -1749974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1750115.875000 Penalty: 912.556335
	Iteration 8Q: 3 clusters Score -1750116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1750152.375000 Penalty: 912.556335
	Iteration 9Q: 3 clusters Score -1750152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1750164.250000 Penalty: 912.556335
	Iteration 10Q: 3 clusters Score -1750164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -1750177.875000 Penalty: 912.556335
	Iteration 11Q: 3 clusters Score -1750178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -1750189.250000 Penalty: 912.556335
	Iteration 12Q: 3 clusters Score -1750189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -1750196.250000 Penalty: 912.556335
	Iteration 13Q: 3 clusters Score -1750196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -1750196.250000 Penalty: 912.556335
	Iteration 14F: 3 clusters Score -1750196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Entering Unmasked Estep 
Score: -1799090.875000 Penalty: 455.777313
	Iteration 0F: 2 clusters Score -1799091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1784500.875000 Penalty: 911.554626
	Iteration 0F: 3 clusters Score -1784501 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1790886.375000 Penalty: 911.554626
	Iteration 1F: 3 clusters Score -1790886 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1791330.500000 Penalty: 911.554626
	Iteration 2Q: 3 clusters Score -1791330 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1791791.250000 Penalty: 911.554626
	Iteration 3Q: 3 clusters Score -1791791 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1792324.250000 Penalty: 911.554626
	Iteration 4Q: 3 clusters Score -1792324 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1792967.750000 Penalty: 911.554626
	Iteration 5Q: 3 clusters Score -1792968 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1793809.750000 Penalty: 911.554626
	Iteration 6F: 3 clusters Score -1793810 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1794766.625000 Penalty: 911.554626
	Iteration 7F: 3 clusters Score -1794767 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1795761.750000 Penalty: 911.554626
	Iteration 8F: 3 clusters Score -1795762 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1796666.250000 Penalty: 911.554626
	Iteration 9F: 3 clusters Score -1796666 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -1797385.875000 Penalty: 911.554626
	Iteration 10Q: 3 clusters Score -1797386 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -1797928.125000 Penalty: 911.554626
	Iteration 11Q: 3 clusters Score -1797928 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -1798274.625000 Penalty: 911.554626
	Iteration 12Q: 3 clusters Score -1798275 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1798501.250000 Penalty: 911.554626
	Iteration 13Q: 3 clusters Score -1798501 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1798632.625000 Penalty: 911.554626
	Iteration 14Q: 3 clusters Score -1798633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -1798713.125000 Penalty: 911.554626
	Iteration 15Q: 3 clusters Score -1798713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -1798745.125000 Penalty: 911.554626
	Iteration 16Q: 3 clusters Score -1798745 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1798763.625000 Penalty: 911.554626
	Iteration 17Q: 3 clusters Score -1798764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -1798780.750000 Penalty: 911.554626
	Iteration 18Q: 3 clusters Score -1798781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -1798798.000000 Penalty: 911.554626
	Iteration 19Q: 3 clusters Score -1798798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -1798808.500000 Penalty: 911.554626
	Iteration 20F: 3 clusters Score -1798808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -1798815.875000 Penalty: 911.554626
	Iteration 21Q: 3 clusters Score -1798816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -1798822.500000 Penalty: 911.554626
	Iteration 22Q: 3 clusters Score -1798822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -1798829.000000 Penalty: 911.554626
	Iteration 23Q: 3 clusters Score -1798829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -1798835.125000 Penalty: 911.554626
	Iteration 24Q: 3 clusters Score -1798835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1798838.375000 Penalty: 911.554626
	Iteration 25Q: 3 clusters Score -1798838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1798840.625000 Penalty: 911.554626
	Iteration 26Q: 3 clusters Score -1798841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -1798843.375000 Penalty: 911.554626
	Iteration 27Q: 3 clusters Score -1798843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -1798844.000000 Penalty: 911.554626
	Iteration 28Q: 3 clusters Score -1798844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1798843.750000 Penalty: 911.554626
	Iteration 29Q: 3 clusters Score -1798844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1798847.125000 Penalty: 911.554626
	Iteration 30Q: 3 clusters Score -1798847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1798849.000000 Penalty: 911.554626
	Iteration 31Q: 3 clusters Score -1798849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1798848.250000 Penalty: 911.554626
	Iteration 32Q: 3 clusters Score -1798848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -1798849.875000 Penalty: 911.554626
	Iteration 33Q: 3 clusters Score -1798850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -1798848.625000 Penalty: 911.554626
	Iteration 34Q: 3 clusters Score -1798849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -1798849.250000 Penalty: 911.554626
	Iteration 35Q: 3 clusters Score -1798849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -1798848.750000 Penalty: 911.554626
	Iteration 36Q: 3 clusters Score -1798849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -1798849.125000 Penalty: 911.554626
	Iteration 37Q: 3 clusters Score -1798849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -1798849.000000 Penalty: 911.554626
	Iteration 38Q: 3 clusters Score -1798849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -1798849.000000 Penalty: 911.554626
	Iteration 39Q: 3 clusters Score -1798849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1798848.500000 Penalty: 911.554626
	Iteration 40F: 3 clusters Score -1798848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6427.411621 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6427.412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -6253.175293 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6253.175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6290.413086 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6290.413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6306.811035 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -6306.811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -6314.995605 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6314.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6315.754883 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -6315.755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6315.754883 Penalty: 426.073944
	Iteration 5F: 3 clusters Score -6315.755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Entering Unmasked Estep 
Score: -573080.187500 Penalty: 406.625488
	Iteration 0F: 2 clusters Score -573080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -568019.375000 Penalty: 813.250977
	Iteration 0F: 3 clusters Score -568019.4 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -570269.375000 Penalty: 813.250977
	Iteration 1F: 3 clusters Score -570269.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -570621.937500 Penalty: 813.250977
	Iteration 2F: 3 clusters Score -570621.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -570964.312500 Penalty: 813.250977
	Iteration 3F: 3 clusters Score -570964.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -571288.125000 Penalty: 813.250977
	Iteration 4F: 3 clusters Score -571288.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -571544.312500 Penalty: 813.250977
	Iteration 5F: 3 clusters Score -571544.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -571730.000000 Penalty: 813.250977
	Iteration 6Q: 3 clusters Score -571730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -571852.562500 Penalty: 813.250977
	Iteration 7Q: 3 clusters Score -571852.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -571931.125000 Penalty: 813.250977
	Iteration 8Q: 3 clusters Score -571931.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -571990.437500 Penalty: 813.250977
	Iteration 9Q: 3 clusters Score -571990.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -572037.187500 Penalty: 813.250977
	Iteration 10Q: 3 clusters Score -572037.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -572064.062500 Penalty: 813.250977
	Iteration 11Q: 3 clusters Score -572064.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -572075.500000 Penalty: 813.250977
	Iteration 12Q: 3 clusters Score -572075.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -572083.812500 Penalty: 813.250977
	Iteration 13Q: 3 clusters Score -572083.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -572091.312500 Penalty: 813.250977
	Iteration 14Q: 3 clusters Score -572091.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -572094.812500 Penalty: 813.250977
	Iteration 15Q: 3 clusters Score -572094.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -572098.500000 Penalty: 813.250977
	Iteration 16Q: 3 clusters Score -572098.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -572101.062500 Penalty: 813.250977
	Iteration 17Q: 3 clusters Score -572101.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -572103.125000 Penalty: 813.250977
	Iteration 18Q: 3 clusters Score -572103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -572102.062500 Penalty: 813.250977
	Iteration 19Q: 3 clusters Score -572102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -572102.937500 Penalty: 813.250977
	Iteration 20F: 3 clusters Score -572102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -572103.562500 Penalty: 813.250977
	Iteration 21Q: 3 clusters Score -572103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -572104.062500 Penalty: 813.250977
	Iteration 22Q: 3 clusters Score -572104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -572104.812500 Penalty: 813.250977
	Iteration 23Q: 3 clusters Score -572104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -572103.937500 Penalty: 813.250977
	Iteration 24Q: 3 clusters Score -572103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -572104.312500 Penalty: 813.250977
	Iteration 25Q: 3 clusters Score -572104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -572103.500000 Penalty: 813.250977
	Iteration 26Q: 3 clusters Score -572103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -572104.437500 Penalty: 813.250977
	Iteration 27Q: 3 clusters Score -572104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -572104.312500 Penalty: 813.250977
	Iteration 28Q: 3 clusters Score -572104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -572105.250000 Penalty: 813.250977
	Iteration 29Q: 3 clusters Score -572105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -572104.750000 Penalty: 813.250977
	Iteration 30Q: 3 clusters Score -572104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -572104.875000 Penalty: 813.250977
	Iteration 31Q: 3 clusters Score -572104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -572104.750000 Penalty: 813.250977
	Iteration 32Q: 3 clusters Score -572104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -572105.125000 Penalty: 813.250977
	Iteration 33Q: 3 clusters Score -572105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -572105.125000 Penalty: 813.250977
	Iteration 34F: 3 clusters Score -572105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5617.549316 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5617.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5428.295898 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -5428.296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5527.393555 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -5527.394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5541.590820 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -5541.591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Entering Unmasked Estep 
Score: -241680.703125 Penalty: 368.391327
	Iteration 0F: 2 clusters Score -241680.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -239414.781250 Penalty: 736.782654
	Iteration 0F: 3 clusters Score -239414.8 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -240068.906250 Penalty: 736.782654
	Iteration 1F: 3 clusters Score -240068.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -240156.265625 Penalty: 736.782654
	Iteration 2F: 3 clusters Score -240156.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -240240.593750 Penalty: 736.782654
	Iteration 3F: 3 clusters Score -240240.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -240302.656250 Penalty: 736.782654
	Iteration 4F: 3 clusters Score -240302.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -240356.078125 Penalty: 736.782654
	Iteration 5Q: 3 clusters Score -240356.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -240396.062500 Penalty: 736.782654
	Iteration 6Q: 3 clusters Score -240396.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -240434.484375 Penalty: 736.782654
	Iteration 7Q: 3 clusters Score -240434.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -240474.781250 Penalty: 736.782654
	Iteration 8Q: 3 clusters Score -240474.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -240514.796875 Penalty: 736.782654
	Iteration 9Q: 3 clusters Score -240514.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -240557.421875 Penalty: 736.782654
	Iteration 10Q: 3 clusters Score -240557.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -240596.062500 Penalty: 736.782654
	Iteration 11Q: 3 clusters Score -240596.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -240633.484375 Penalty: 736.782654
	Iteration 12Q: 3 clusters Score -240633.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -240657.156250 Penalty: 736.782654
	Iteration 13Q: 3 clusters Score -240657.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -240678.359375 Penalty: 736.782654
	Iteration 14Q: 3 clusters Score -240678.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -240700.343750 Penalty: 736.782654
	Iteration 15Q: 3 clusters Score -240700.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -240726.187500 Penalty: 736.782654
	Iteration 16Q: 3 clusters Score -240726.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -240748.109375 Penalty: 736.782654
	Iteration 17Q: 3 clusters Score -240748.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -240768.890625 Penalty: 736.782654
	Iteration 18Q: 3 clusters Score -240768.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -240791.156250 Penalty: 736.782654
	Iteration 19Q: 3 clusters Score -240791.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -240815.734375 Penalty: 736.782654
	Iteration 20F: 3 clusters Score -240815.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -240837.937500 Penalty: 736.782654
	Iteration 21Q: 3 clusters Score -240837.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -240865.671875 Penalty: 736.782654
	Iteration 22Q: 3 clusters Score -240865.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -240894.093750 Penalty: 736.782654
	Iteration 23Q: 3 clusters Score -240894.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -240925.000000 Penalty: 736.782654
	Iteration 24Q: 3 clusters Score -240925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -240955.828125 Penalty: 736.782654
	Iteration 25Q: 3 clusters Score -240955.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240987.687500 Penalty: 736.782654
	Iteration 26Q: 3 clusters Score -240987.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -241015.859375 Penalty: 736.782654
	Iteration 27Q: 3 clusters Score -241015.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -241042.140625 Penalty: 736.782654
	Iteration 28Q: 3 clusters Score -241042.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -241065.203125 Penalty: 736.782654
	Iteration 29Q: 3 clusters Score -241065.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -241084.937500 Penalty: 736.782654
	Iteration 30Q: 3 clusters Score -241084.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -241117.421875 Penalty: 736.782654
	Iteration 31Q: 3 clusters Score -241117.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -241143.734375 Penalty: 736.782654
	Iteration 32Q: 3 clusters Score -241143.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -241171.828125 Penalty: 736.782654
	Iteration 33Q: 3 clusters Score -241171.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -241202.187500 Penalty: 736.782654
	Iteration 34Q: 3 clusters Score -241202.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -241229.125000 Penalty: 736.782654
	Iteration 35Q: 3 clusters Score -241229.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -241248.312500 Penalty: 736.782654
	Iteration 36Q: 3 clusters Score -241248.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -241272.031250 Penalty: 736.782654
	Iteration 37Q: 3 clusters Score -241272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -241295.312500 Penalty: 736.782654
	Iteration 38Q: 3 clusters Score -241295.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -241307.937500 Penalty: 736.782654
	Iteration 39Q: 3 clusters Score -241307.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -241318.968750 Penalty: 736.782654
	Iteration 40F: 3 clusters Score -241319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -241331.968750 Penalty: 736.782654
	Iteration 41Q: 3 clusters Score -241332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -241343.656250 Penalty: 736.782654
	Iteration 42Q: 3 clusters Score -241343.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -241352.921875 Penalty: 736.782654
	Iteration 43Q: 3 clusters Score -241352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -241360.125000 Penalty: 736.782654
	Iteration 44Q: 3 clusters Score -241360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -241366.968750 Penalty: 736.782654
	Iteration 45Q: 3 clusters Score -241367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -241372.734375 Penalty: 736.782654
	Iteration 46Q: 3 clusters Score -241372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -241377.093750 Penalty: 736.782654
	Iteration 47Q: 3 clusters Score -241377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -241379.531250 Penalty: 736.782654
	Iteration 48Q: 3 clusters Score -241379.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -241379.531250 Penalty: 736.782654
	Iteration 49F: 3 clusters Score -241379.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -3170.973389 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -3170.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2939.728271 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -2939.728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3013.258057 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -3013.258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -3024.996582 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -3024.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -3025.998291 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -3025.998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3028.517822 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -3028.518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3030.497559 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -3030.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3033.058350 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -3033.058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3038.206787 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -3038.207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3038.206787 Penalty: 476.998962
	Iteration 8F: 3 clusters Score -3038.207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Entering Unmasked Estep 
Score: -1905914.375000 Penalty: 457.832001
	Iteration 0F: 2 clusters Score -1905914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1890880.875000 Penalty: 915.664001
	Iteration 0F: 3 clusters Score -1890881 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1897319.625000 Penalty: 915.664001
	Iteration 1F: 3 clusters Score -1897320 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1897984.625000 Penalty: 915.664001
	Iteration 2F: 3 clusters Score -1897985 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1899290.875000 Penalty: 915.664001
	Iteration 3F: 3 clusters Score -1899291 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1901691.375000 Penalty: 915.664001
	Iteration 4F: 3 clusters Score -1901691 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1904143.500000 Penalty: 915.664001
	Iteration 5F: 3 clusters Score -1904144 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -1905145.000000 Penalty: 915.664001
	Iteration 6F: 3 clusters Score -1905145 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1905510.500000 Penalty: 915.664001
	Iteration 7Q: 3 clusters Score -1905510 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1905671.875000 Penalty: 915.664001
	Iteration 8Q: 3 clusters Score -1905672 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1905749.750000 Penalty: 915.664001
	Iteration 9Q: 3 clusters Score -1905750 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1905790.625000 Penalty: 915.664001
	Iteration 10Q: 3 clusters Score -1905791 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1905815.375000 Penalty: 915.664001
	Iteration 11Q: 3 clusters Score -1905815 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1905816.625000 Penalty: 915.664001
	Iteration 12Q: 3 clusters Score -1905817 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1905820.625000 Penalty: 915.664001
	Iteration 13Q: 3 clusters Score -1905821 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1905822.500000 Penalty: 915.664001
	Iteration 14Q: 3 clusters Score -1905822 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1905800.000000 Penalty: 915.664001
	Iteration 15Q: 3 clusters Score -1905800 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -1905805.875000 Penalty: 915.664001
	Iteration 16Q: 3 clusters Score -1905806 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -1905818.500000 Penalty: 915.664001
	Iteration 17Q: 3 clusters Score -1905818 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1905850.250000 Penalty: 915.664001
	Iteration 18Q: 3 clusters Score -1905850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1905853.000000 Penalty: 915.664001
	Iteration 19Q: 3 clusters Score -1905853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1905872.250000 Penalty: 915.664001
	Iteration 20F: 3 clusters Score -1905872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1905865.500000 Penalty: 915.664001
	Iteration 21Q: 3 clusters Score -1905866 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1905869.000000 Penalty: 915.664001
	Iteration 22Q: 3 clusters Score -1905869 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -1905895.000000 Penalty: 915.664001
	Iteration 23Q: 3 clusters Score -1905895 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1905898.875000 Penalty: 915.664001
	Iteration 24Q: 3 clusters Score -1905899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -1905889.125000 Penalty: 915.664001
	Iteration 25Q: 3 clusters Score -1905889 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1905895.125000 Penalty: 915.664001
	Iteration 26Q: 3 clusters Score -1905895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1905892.375000 Penalty: 915.664001
	Iteration 27Q: 3 clusters Score -1905892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -1905890.250000 Penalty: 915.664001
	Iteration 28Q: 3 clusters Score -1905890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1905898.250000 Penalty: 915.664001
	Iteration 29Q: 3 clusters Score -1905898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1905885.875000 Penalty: 915.664001
	Iteration 30Q: 3 clusters Score -1905886 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -1905904.000000 Penalty: 915.664001
	Iteration 31Q: 3 clusters Score -1905904 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1905910.875000 Penalty: 915.664001
	Iteration 32Q: 3 clusters Score -1905911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1905909.000000 Penalty: 915.664001
	Iteration 33Q: 3 clusters Score -1905909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1905902.750000 Penalty: 915.664001
	Iteration 34Q: 3 clusters Score -1905903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -1905899.500000 Penalty: 915.664001
	Iteration 35Q: 3 clusters Score -1905900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1905896.000000 Penalty: 915.664001
	Iteration 36Q: 3 clusters Score -1905896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -1905894.500000 Penalty: 915.664001
	Iteration 37Q: 3 clusters Score -1905894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -1905885.875000 Penalty: 915.664001
	Iteration 38Q: 3 clusters Score -1905886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1905888.625000 Penalty: 915.664001
	Iteration 39Q: 3 clusters Score -1905889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1905880.125000 Penalty: 915.664001
	Iteration 40F: 3 clusters Score -1905880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -1905884.875000 Penalty: 915.664001
	Iteration 41Q: 3 clusters Score -1905885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1905880.375000 Penalty: 915.664001
	Iteration 42Q: 3 clusters Score -1905880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1905879.000000 Penalty: 915.664001
	Iteration 43Q: 3 clusters Score -1905879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1905879.375000 Penalty: 915.664001
	Iteration 44Q: 3 clusters Score -1905879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -1905879.375000 Penalty: 915.664001
	Iteration 45F: 3 clusters Score -1905879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -63300.417969 Penalty: 309.458374
	Iteration 0F: 2 clusters Score -63300.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -62531.496094 Penalty: 618.916748
	Iteration 0F: 3 clusters Score -62531.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62751.828125 Penalty: 618.916748
	Iteration 1F: 3 clusters Score -62751.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62815.714844 Penalty: 618.916748
	Iteration 2F: 3 clusters Score -62815.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62858.187500 Penalty: 618.916748
	Iteration 3F: 3 clusters Score -62858.19 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62888.308594 Penalty: 618.916748
	Iteration 4Q: 3 clusters Score -62888.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62925.378906 Penalty: 618.916748
	Iteration 5Q: 3 clusters Score -62925.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62950.191406 Penalty: 618.916748
	Iteration 6Q: 3 clusters Score -62950.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62983.097656 Penalty: 618.916748
	Iteration 7Q: 3 clusters Score -62983.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -63008.992188 Penalty: 618.916748
	Iteration 8Q: 3 clusters Score -63008.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63029.464844 Penalty: 618.916748
	Iteration 9Q: 3 clusters Score -63029.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -63045.574219 Penalty: 618.916748
	Iteration 10Q: 3 clusters Score -63045.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -63055.824219 Penalty: 618.916748
	Iteration 11Q: 3 clusters Score -63055.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -63059.441406 Penalty: 618.916748
	Iteration 12Q: 3 clusters Score -63059.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -63061.390625 Penalty: 618.916748
	Iteration 13Q: 3 clusters Score -63061.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -63063.007812 Penalty: 618.916748
	Iteration 14Q: 3 clusters Score -63063.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -63064.867188 Penalty: 618.916748
	Iteration 15Q: 3 clusters Score -63064.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -63065.925781 Penalty: 618.916748
	Iteration 16Q: 3 clusters Score -63065.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -63065.925781 Penalty: 618.916748
	Iteration 17F: 3 clusters Score -63065.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -53708.726562 Penalty: 304.320129
	Iteration 0F: 2 clusters Score -53708.73 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 409 members 
Entering Unmasked Estep 
Score: -53042.792969 Penalty: 608.640259
	Iteration 0F: 3 clusters Score -53042.79 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -53327.546875 Penalty: 608.640259
	Iteration 1F: 3 clusters Score -53327.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -53418.031250 Penalty: 608.640259
	Iteration 2F: 3 clusters Score -53418.03 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53472.636719 Penalty: 608.640259
	Iteration 3F: 3 clusters Score -53472.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -53510.359375 Penalty: 608.640259
	Iteration 4F: 3 clusters Score -53510.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -53532.031250 Penalty: 608.640259
	Iteration 5Q: 3 clusters Score -53532.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -53551.074219 Penalty: 608.640259
	Iteration 6Q: 3 clusters Score -53551.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -53564.558594 Penalty: 608.640259
	Iteration 7Q: 3 clusters Score -53564.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -53576.785156 Penalty: 608.640259
	Iteration 8Q: 3 clusters Score -53576.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -53583.261719 Penalty: 608.640259
	Iteration 9Q: 3 clusters Score -53583.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -53589.531250 Penalty: 608.640259
	Iteration 10Q: 3 clusters Score -53589.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -53594.605469 Penalty: 608.640259
	Iteration 11Q: 3 clusters Score -53594.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -53596.937500 Penalty: 608.640259
	Iteration 12Q: 3 clusters Score -53596.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -53598.343750 Penalty: 608.640259
	Iteration 13Q: 3 clusters Score -53598.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -53599.160156 Penalty: 608.640259
	Iteration 14Q: 3 clusters Score -53599.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -53599.160156 Penalty: 608.640259
	Iteration 15F: 3 clusters Score -53599.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -24507.359375 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -24507.36 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 191 members 
Entering Unmasked Estep 
Score: -24112.417969 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -24112.42 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24223.949219 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -24223.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24271.697266 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -24271.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24298.300781 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -24298.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24312.316406 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -24312.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24320.687500 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -24320.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24327.957031 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -24327.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24333.535156 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -24333.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24339.357422 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -24339.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24342.320312 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -24342.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24343.673828 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -24343.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24344.576172 Penalty: 540.555603
	Iteration 11Q: 3 clusters Score -24344.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24346.988281 Penalty: 540.555603
	Iteration 12Q: 3 clusters Score -24346.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24347.373047 Penalty: 540.555603
	Iteration 13Q: 3 clusters Score -24347.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24347.373047 Penalty: 540.555603
	Iteration 14F: 3 clusters Score -24347.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -521884.562500 Penalty: 400.821564
	Iteration 0F: 2 clusters Score -521884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -517416.468750 Penalty: 801.643127
	Iteration 0F: 3 clusters Score -517416.5 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -519156.750000 Penalty: 801.643127
	Iteration 1F: 3 clusters Score -519156.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -519302.500000 Penalty: 801.643127
	Iteration 2Q: 3 clusters Score -519302.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -519519.593750 Penalty: 801.643127
	Iteration 3F: 3 clusters Score -519519.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -519837.281250 Penalty: 801.643127
	Iteration 4F: 3 clusters Score -519837.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -520213.687500 Penalty: 801.643127
	Iteration 5F: 3 clusters Score -520213.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -520652.218750 Penalty: 801.643127
	Iteration 6F: 3 clusters Score -520652.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -521045.250000 Penalty: 801.643127
	Iteration 7F: 3 clusters Score -521045.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -521266.218750 Penalty: 801.643127
	Iteration 8Q: 3 clusters Score -521266.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -521369.750000 Penalty: 801.643127
	Iteration 9Q: 3 clusters Score -521369.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -521433.750000 Penalty: 801.643127
	Iteration 10Q: 3 clusters Score -521433.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -521481.687500 Penalty: 801.643127
	Iteration 11Q: 3 clusters Score -521481.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -521502.500000 Penalty: 801.643127
	Iteration 12Q: 3 clusters Score -521502.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -521512.687500 Penalty: 801.643127
	Iteration 13Q: 3 clusters Score -521512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -521526.906250 Penalty: 801.643127
	Iteration 14Q: 3 clusters Score -521526.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -521537.750000 Penalty: 801.643127
	Iteration 15Q: 3 clusters Score -521537.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -521543.125000 Penalty: 801.643127
	Iteration 16Q: 3 clusters Score -521543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -521549.281250 Penalty: 801.643127
	Iteration 17Q: 3 clusters Score -521549.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -521551.031250 Penalty: 801.643127
	Iteration 18Q: 3 clusters Score -521551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -521552.687500 Penalty: 801.643127
	Iteration 19Q: 3 clusters Score -521552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -521553.000000 Penalty: 801.643127
	Iteration 20F: 3 clusters Score -521553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -521555.093750 Penalty: 801.643127
	Iteration 21Q: 3 clusters Score -521555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -521556.031250 Penalty: 801.643127
	Iteration 22Q: 3 clusters Score -521556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -521557.062500 Penalty: 801.643127
	Iteration 23Q: 3 clusters Score -521557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -521557.406250 Penalty: 801.643127
	Iteration 24Q: 3 clusters Score -521557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -521557.531250 Penalty: 801.643127
	Iteration 25Q: 3 clusters Score -521557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -521558.312500 Penalty: 801.643127
	Iteration 26Q: 3 clusters Score -521558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -521558.843750 Penalty: 801.643127
	Iteration 27Q: 3 clusters Score -521558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -521558.843750 Penalty: 801.643127
	Iteration 28F: 3 clusters Score -521558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Entering Unmasked Estep 
Score: -1450313.000000 Penalty: 445.326843
	Iteration 0F: 2 clusters Score -1450313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1438410.875000 Penalty: 890.653687
	Iteration 0F: 3 clusters Score -1438411 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1443305.875000 Penalty: 890.653687
	Iteration 1F: 3 clusters Score -1443306 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1443617.375000 Penalty: 890.653687
	Iteration 2Q: 3 clusters Score -1443617 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1444121.750000 Penalty: 890.653687
	Iteration 3F: 3 clusters Score -1444122 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1444905.000000 Penalty: 890.653687
	Iteration 4F: 3 clusters Score -1444905 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1445875.500000 Penalty: 890.653687
	Iteration 5F: 3 clusters Score -1445876 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1446799.125000 Penalty: 890.653687
	Iteration 6F: 3 clusters Score -1446799 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1447538.500000 Penalty: 890.653687
	Iteration 7Q: 3 clusters Score -1447538 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1447968.875000 Penalty: 890.653687
	Iteration 8Q: 3 clusters Score -1447969 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1448259.125000 Penalty: 890.653687
	Iteration 9Q: 3 clusters Score -1448259 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1448501.875000 Penalty: 890.653687
	Iteration 10Q: 3 clusters Score -1448502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1448773.500000 Penalty: 890.653687
	Iteration 11Q: 3 clusters Score -1448774 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1449017.375000 Penalty: 890.653687
	Iteration 12Q: 3 clusters Score -1449017 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1449222.875000 Penalty: 890.653687
	Iteration 13Q: 3 clusters Score -1449223 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1449400.750000 Penalty: 890.653687
	Iteration 14Q: 3 clusters Score -1449401 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1449543.250000 Penalty: 890.653687
	Iteration 15Q: 3 clusters Score -1449543 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1449674.375000 Penalty: 890.653687
	Iteration 16Q: 3 clusters Score -1449674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1449763.625000 Penalty: 890.653687
	Iteration 17Q: 3 clusters Score -1449764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1449817.000000 Penalty: 890.653687
	Iteration 18Q: 3 clusters Score -1449817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1449854.000000 Penalty: 890.653687
	Iteration 19Q: 3 clusters Score -1449854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1449877.250000 Penalty: 890.653687
	Iteration 20F: 3 clusters Score -1449877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1449893.125000 Penalty: 890.653687
	Iteration 21Q: 3 clusters Score -1449893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1449906.125000 Penalty: 890.653687
	Iteration 22Q: 3 clusters Score -1449906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1449915.000000 Penalty: 890.653687
	Iteration 23Q: 3 clusters Score -1449915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1449925.375000 Penalty: 890.653687
	Iteration 24Q: 3 clusters Score -1449925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1449928.000000 Penalty: 890.653687
	Iteration 25Q: 3 clusters Score -1449928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1449930.250000 Penalty: 890.653687
	Iteration 26Q: 3 clusters Score -1449930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1449930.250000 Penalty: 890.653687
	Iteration 27F: 3 clusters Score -1449930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -15651.500000 Penalty: 251.589020
	Iteration 0F: 2 clusters Score -15651.5 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 122 members 
Entering Unmasked Estep 
Score: -15354.581055 Penalty: 503.178040
	Iteration 0F: 3 clusters Score -15354.58 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15432.168945 Penalty: 503.178040
	Iteration 1F: 3 clusters Score -15432.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15442.610352 Penalty: 503.178040
	Iteration 2Q: 3 clusters Score -15442.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15446.144531 Penalty: 503.178040
	Iteration 3Q: 3 clusters Score -15446.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15447.248047 Penalty: 503.178040
	Iteration 4Q: 3 clusters Score -15447.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15449.210938 Penalty: 503.178040
	Iteration 5Q: 3 clusters Score -15449.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15450.031250 Penalty: 503.178040
	Iteration 6Q: 3 clusters Score -15450.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -15450.031250 Penalty: 503.178040
	Iteration 7F: 3 clusters Score -15450.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -7890.881348 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -7890.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7656.910645 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7656.911 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -7712.115723 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7712.116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7732.633301 Penalty: 466.280701
	Iteration 2Q: 3 clusters Score -7732.633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7740.703125 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7740.703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7741.956055 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7741.956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -7742.604004 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7742.604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7743.922852 Penalty: 466.280701
	Iteration 6Q: 3 clusters Score -7743.923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -7744.213867 Penalty: 466.280701
	Iteration 7Q: 3 clusters Score -7744.214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7748.453125 Penalty: 466.280701
	Iteration 8Q: 3 clusters Score -7748.453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7748.453125 Penalty: 466.280701
	Iteration 9F: 3 clusters Score -7748.453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -149846.843750 Penalty: 345.084045
	Iteration 0F: 2 clusters Score -149846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -148457.140625 Penalty: 690.168091
	Iteration 0F: 3 clusters Score -148457.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -148902.796875 Penalty: 690.168091
	Iteration 1F: 3 clusters Score -148902.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -148963.703125 Penalty: 690.168091
	Iteration 2F: 3 clusters Score -148963.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -149020.546875 Penalty: 690.168091
	Iteration 3Q: 3 clusters Score -149020.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -149074.015625 Penalty: 690.168091
	Iteration 4Q: 3 clusters Score -149074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -149149.921875 Penalty: 690.168091
	Iteration 5F: 3 clusters Score -149149.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -149215.937500 Penalty: 690.168091
	Iteration 6F: 3 clusters Score -149215.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -149262.859375 Penalty: 690.168091
	Iteration 7Q: 3 clusters Score -149262.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -149299.781250 Penalty: 690.168091
	Iteration 8Q: 3 clusters Score -149299.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -149342.437500 Penalty: 690.168091
	Iteration 9Q: 3 clusters Score -149342.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -149389.015625 Penalty: 690.168091
	Iteration 10Q: 3 clusters Score -149389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -149420.875000 Penalty: 690.168091
	Iteration 11Q: 3 clusters Score -149420.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -149446.421875 Penalty: 690.168091
	Iteration 12Q: 3 clusters Score -149446.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -149469.937500 Penalty: 690.168091
	Iteration 13Q: 3 clusters Score -149469.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -149481.421875 Penalty: 690.168091
	Iteration 14Q: 3 clusters Score -149481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -149491.265625 Penalty: 690.168091
	Iteration 15Q: 3 clusters Score -149491.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -149502.015625 Penalty: 690.168091
	Iteration 16Q: 3 clusters Score -149502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -149506.734375 Penalty: 690.168091
	Iteration 17Q: 3 clusters Score -149506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -149512.718750 Penalty: 690.168091
	Iteration 18Q: 3 clusters Score -149512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -149515.796875 Penalty: 690.168091
	Iteration 19Q: 3 clusters Score -149515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -149520.968750 Penalty: 690.168091
	Iteration 20F: 3 clusters Score -149521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -149525.750000 Penalty: 690.168091
	Iteration 21Q: 3 clusters Score -149525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -149529.187500 Penalty: 690.168091
	Iteration 22Q: 3 clusters Score -149529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -149530.718750 Penalty: 690.168091
	Iteration 23Q: 3 clusters Score -149530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -149533.546875 Penalty: 690.168091
	Iteration 24Q: 3 clusters Score -149533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -149536.046875 Penalty: 690.168091
	Iteration 25Q: 3 clusters Score -149536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -149540.281250 Penalty: 690.168091
	Iteration 26Q: 3 clusters Score -149540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -149541.781250 Penalty: 690.168091
	Iteration 27Q: 3 clusters Score -149541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -149542.265625 Penalty: 690.168091
	Iteration 28Q: 3 clusters Score -149542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -149542.390625 Penalty: 690.168091
	Iteration 29Q: 3 clusters Score -149542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -149542.343750 Penalty: 690.168091
	Iteration 30Q: 3 clusters Score -149542.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -149542.343750 Penalty: 690.168091
	Iteration 31F: 3 clusters Score -149542.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (46533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Entering Unmasked Estep 
Score: -3628859.000000 Penalty: 489.030243
	Iteration 0F: 2 clusters Score -3628859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3600161.500000 Penalty: 978.060486
	Iteration 0F: 3 clusters Score -3600162 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3613421.250000 Penalty: 978.060486
	Iteration 1F: 3 clusters Score -3613421 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3614242.500000 Penalty: 978.060486
	Iteration 2Q: 3 clusters Score -3614242 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3615344.500000 Penalty: 978.060486
	Iteration 3F: 3 clusters Score -3615344 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3616713.250000 Penalty: 978.060486
	Iteration 4F: 3 clusters Score -3616713 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3618323.500000 Penalty: 978.060486
	Iteration 5F: 3 clusters Score -3618324 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3619979.500000 Penalty: 978.060486
	Iteration 6F: 3 clusters Score -3619980 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3621452.500000 Penalty: 978.060486
	Iteration 7F: 3 clusters Score -3621452 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3622244.250000 Penalty: 978.060486
	Iteration 8Q: 3 clusters Score -3622244 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3622525.500000 Penalty: 978.060486
	Iteration 9Q: 3 clusters Score -3622526 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3622598.000000 Penalty: 978.060486
	Iteration 10Q: 3 clusters Score -3622598 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3622644.250000 Penalty: 978.060486
	Iteration 11Q: 3 clusters Score -3622644 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3622628.250000 Penalty: 978.060486
	Iteration 12Q: 3 clusters Score -3622628 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3622619.500000 Penalty: 978.060486
	Iteration 13Q: 3 clusters Score -3622620 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3622612.750000 Penalty: 978.060486
	Iteration 14Q: 3 clusters Score -3622613 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3622608.000000 Penalty: 978.060486
	Iteration 15Q: 3 clusters Score -3622608 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3622598.750000 Penalty: 978.060486
	Iteration 16Q: 3 clusters Score -3622599 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3622579.250000 Penalty: 978.060486
	Iteration 17Q: 3 clusters Score -3622579 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3622560.750000 Penalty: 978.060486
	Iteration 18Q: 3 clusters Score -3622561 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3622555.000000 Penalty: 978.060486
	Iteration 19Q: 3 clusters Score -3622555 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3622565.000000 Penalty: 978.060486
	Iteration 20F: 3 clusters Score -3622565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3622582.250000 Penalty: 978.060486
	Iteration 21Q: 3 clusters Score -3622582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3622581.500000 Penalty: 978.060486
	Iteration 22Q: 3 clusters Score -3622582 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3622564.750000 Penalty: 978.060486
	Iteration 23Q: 3 clusters Score -3622565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3622573.750000 Penalty: 978.060486
	Iteration 24Q: 3 clusters Score -3622574 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3622563.750000 Penalty: 978.060486
	Iteration 25Q: 3 clusters Score -3622564 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3622565.000000 Penalty: 978.060486
	Iteration 26Q: 3 clusters Score -3622565 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3622562.000000 Penalty: 978.060486
	Iteration 27Q: 3 clusters Score -3622562 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3622567.750000 Penalty: 978.060486
	Iteration 28Q: 3 clusters Score -3622568 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3622567.750000 Penalty: 978.060486
	Iteration 29Q: 3 clusters Score -3622568 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3622577.000000 Penalty: 978.060486
	Iteration 30Q: 3 clusters Score -3622577 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3622595.000000 Penalty: 978.060486
	Iteration 31Q: 3 clusters Score -3622595 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3622600.000000 Penalty: 978.060486
	Iteration 32Q: 3 clusters Score -3622600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3622607.750000 Penalty: 978.060486
	Iteration 33Q: 3 clusters Score -3622608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3622613.500000 Penalty: 978.060486
	Iteration 34Q: 3 clusters Score -3622614 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -3622620.500000 Penalty: 978.060486
	Iteration 35Q: 3 clusters Score -3622620 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3622614.250000 Penalty: 978.060486
	Iteration 36Q: 3 clusters Score -3622614 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3622597.000000 Penalty: 978.060486
	Iteration 37Q: 3 clusters Score -3622597 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3622598.500000 Penalty: 978.060486
	Iteration 38Q: 3 clusters Score -3622598 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3622603.000000 Penalty: 978.060486
	Iteration 39Q: 3 clusters Score -3622603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3622603.250000 Penalty: 978.060486
	Iteration 40F: 3 clusters Score -3622603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3622617.000000 Penalty: 978.060486
	Iteration 41Q: 3 clusters Score -3622617 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3622638.500000 Penalty: 978.060486
	Iteration 42Q: 3 clusters Score -3622638 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3622640.750000 Penalty: 978.060486
	Iteration 43Q: 3 clusters Score -3622641 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3622636.500000 Penalty: 978.060486
	Iteration 44Q: 3 clusters Score -3622636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3622658.500000 Penalty: 978.060486
	Iteration 45Q: 3 clusters Score -3622658 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3622700.000000 Penalty: 978.060486
	Iteration 46Q: 3 clusters Score -3622700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3622698.000000 Penalty: 978.060486
	Iteration 47Q: 3 clusters Score -3622698 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3622709.500000 Penalty: 978.060486
	Iteration 48Q: 3 clusters Score -3622710 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3622701.500000 Penalty: 978.060486
	Iteration 49Q: 3 clusters Score -3622702 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3622724.000000 Penalty: 978.060486
	Iteration 50Q: 3 clusters Score -3622724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3622751.750000 Penalty: 978.060486
	Iteration 51Q: 3 clusters Score -3622752 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3622779.000000 Penalty: 978.060486
	Iteration 52Q: 3 clusters Score -3622779 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3622814.250000 Penalty: 978.060486
	Iteration 53Q: 3 clusters Score -3622814 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3622836.500000 Penalty: 978.060486
	Iteration 54Q: 3 clusters Score -3622836 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -3622854.250000 Penalty: 978.060486
	Iteration 55Q: 3 clusters Score -3622854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3622888.250000 Penalty: 978.060486
	Iteration 56Q: 3 clusters Score -3622888 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3622893.750000 Penalty: 978.060486
	Iteration 57Q: 3 clusters Score -3622894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3622905.000000 Penalty: 978.060486
	Iteration 58Q: 3 clusters Score -3622905 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3622911.750000 Penalty: 978.060486
	Iteration 59Q: 3 clusters Score -3622912 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3622901.750000 Penalty: 978.060486
	Iteration 60F: 3 clusters Score -3622902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3622904.000000 Penalty: 978.060486
	Iteration 61Q: 3 clusters Score -3622904 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3622905.250000 Penalty: 978.060486
	Iteration 62Q: 3 clusters Score -3622905 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3622927.750000 Penalty: 978.060486
	Iteration 63Q: 3 clusters Score -3622928 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -3622941.000000 Penalty: 978.060486
	Iteration 64Q: 3 clusters Score -3622941 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3622966.750000 Penalty: 978.060486
	Iteration 65Q: 3 clusters Score -3622967 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3622990.750000 Penalty: 978.060486
	Iteration 66Q: 3 clusters Score -3622991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3623030.250000 Penalty: 978.060486
	Iteration 67Q: 3 clusters Score -3623030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3623058.750000 Penalty: 978.060486
	Iteration 68Q: 3 clusters Score -3623059 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3623043.750000 Penalty: 978.060486
	Iteration 69Q: 3 clusters Score -3623044 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3623059.500000 Penalty: 978.060486
	Iteration 70Q: 3 clusters Score -3623060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3623068.500000 Penalty: 978.060486
	Iteration 71Q: 3 clusters Score -3623068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3623071.750000 Penalty: 978.060486
	Iteration 72Q: 3 clusters Score -3623072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -3623094.250000 Penalty: 978.060486
	Iteration 73Q: 3 clusters Score -3623094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3623096.750000 Penalty: 978.060486
	Iteration 74Q: 3 clusters Score -3623097 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3623132.250000 Penalty: 978.060486
	Iteration 75Q: 3 clusters Score -3623132 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3623136.750000 Penalty: 978.060486
	Iteration 76Q: 3 clusters Score -3623137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3623154.750000 Penalty: 978.060486
	Iteration 77Q: 3 clusters Score -3623155 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3623176.750000 Penalty: 978.060486
	Iteration 78Q: 3 clusters Score -3623177 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3623204.500000 Penalty: 978.060486
	Iteration 79Q: 3 clusters Score -3623204 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3623228.000000 Penalty: 978.060486
	Iteration 80F: 3 clusters Score -3623228 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3623233.500000 Penalty: 978.060486
	Iteration 81Q: 3 clusters Score -3623234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3623260.250000 Penalty: 978.060486
	Iteration 82Q: 3 clusters Score -3623260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3623267.000000 Penalty: 978.060486
	Iteration 83Q: 3 clusters Score -3623267 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3623286.000000 Penalty: 978.060486
	Iteration 84Q: 3 clusters Score -3623286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3623298.250000 Penalty: 978.060486
	Iteration 85Q: 3 clusters Score -3623298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3623318.000000 Penalty: 978.060486
	Iteration 86Q: 3 clusters Score -3623318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3623334.750000 Penalty: 978.060486
	Iteration 87Q: 3 clusters Score -3623335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3623337.500000 Penalty: 978.060486
	Iteration 88Q: 3 clusters Score -3623338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3623337.000000 Penalty: 978.060486
	Iteration 89Q: 3 clusters Score -3623337 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3623365.750000 Penalty: 978.060486
	Iteration 90Q: 3 clusters Score -3623366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3623377.500000 Penalty: 978.060486
	Iteration 91Q: 3 clusters Score -3623378 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3623386.500000 Penalty: 978.060486
	Iteration 92Q: 3 clusters Score -3623386 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3623396.250000 Penalty: 978.060486
	Iteration 93Q: 3 clusters Score -3623396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3623416.000000 Penalty: 978.060486
	Iteration 94Q: 3 clusters Score -3623416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3623418.500000 Penalty: 978.060486
	Iteration 95Q: 3 clusters Score -3623418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3623421.250000 Penalty: 978.060486
	Iteration 96Q: 3 clusters Score -3623421 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3623424.500000 Penalty: 978.060486
	Iteration 97Q: 3 clusters Score -3623424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3623440.250000 Penalty: 978.060486
	Iteration 98Q: 3 clusters Score -3623440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3623451.500000 Penalty: 978.060486
	Iteration 99Q: 3 clusters Score -3623452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3623455.500000 Penalty: 978.060486
	Iteration 100F: 3 clusters Score -3623456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3623457.500000 Penalty: 978.060486
	Iteration 101Q: 3 clusters Score -3623458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3623466.250000 Penalty: 978.060486
	Iteration 102Q: 3 clusters Score -3623466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -3623466.500000 Penalty: 978.060486
	Iteration 103Q: 3 clusters Score -3623466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3623477.750000 Penalty: 978.060486
	Iteration 104Q: 3 clusters Score -3623478 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3623490.750000 Penalty: 978.060486
	Iteration 105Q: 3 clusters Score -3623491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3623510.750000 Penalty: 978.060486
	Iteration 106Q: 3 clusters Score -3623511 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3623516.250000 Penalty: 978.060486
	Iteration 107Q: 3 clusters Score -3623516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3623523.750000 Penalty: 978.060486
	Iteration 108Q: 3 clusters Score -3623524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3623528.000000 Penalty: 978.060486
	Iteration 109Q: 3 clusters Score -3623528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3623523.000000 Penalty: 978.060486
	Iteration 110Q: 3 clusters Score -3623523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3623531.250000 Penalty: 978.060486
	Iteration 111Q: 3 clusters Score -3623531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3623531.750000 Penalty: 978.060486
	Iteration 112Q: 3 clusters Score -3623532 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3623540.000000 Penalty: 978.060486
	Iteration 113Q: 3 clusters Score -3623540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3623535.500000 Penalty: 978.060486
	Iteration 114Q: 3 clusters Score -3623536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3623553.000000 Penalty: 978.060486
	Iteration 115Q: 3 clusters Score -3623553 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -3623549.750000 Penalty: 978.060486
	Iteration 116Q: 3 clusters Score -3623550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3623545.000000 Penalty: 978.060486
	Iteration 117Q: 3 clusters Score -3623545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3623542.250000 Penalty: 978.060486
	Iteration 118Q: 3 clusters Score -3623542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3623556.000000 Penalty: 978.060486
	Iteration 119Q: 3 clusters Score -3623556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3623575.500000 Penalty: 978.060486
	Iteration 120F: 3 clusters Score -3623576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -3623580.500000 Penalty: 978.060486
	Iteration 121Q: 3 clusters Score -3623580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3623596.000000 Penalty: 978.060486
	Iteration 122Q: 3 clusters Score -3623596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3623605.000000 Penalty: 978.060486
	Iteration 123Q: 3 clusters Score -3623605 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3623614.000000 Penalty: 978.060486
	Iteration 124Q: 3 clusters Score -3623614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3623617.250000 Penalty: 978.060486
	Iteration 125Q: 3 clusters Score -3623617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3623625.500000 Penalty: 978.060486
	Iteration 126Q: 3 clusters Score -3623626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3623627.500000 Penalty: 978.060486
	Iteration 127Q: 3 clusters Score -3623628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3623632.750000 Penalty: 978.060486
	Iteration 128Q: 3 clusters Score -3623633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3623657.000000 Penalty: 978.060486
	Iteration 129Q: 3 clusters Score -3623657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3623663.500000 Penalty: 978.060486
	Iteration 130Q: 3 clusters Score -3623664 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3623678.250000 Penalty: 978.060486
	Iteration 131Q: 3 clusters Score -3623678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3623679.750000 Penalty: 978.060486
	Iteration 132Q: 3 clusters Score -3623680 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3623686.250000 Penalty: 978.060486
	Iteration 133Q: 3 clusters Score -3623686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3623701.250000 Penalty: 978.060486
	Iteration 134Q: 3 clusters Score -3623701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3623708.500000 Penalty: 978.060486
	Iteration 135Q: 3 clusters Score -3623708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3623716.000000 Penalty: 978.060486
	Iteration 136Q: 3 clusters Score -3623716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3623723.500000 Penalty: 978.060486
	Iteration 137Q: 3 clusters Score -3623724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3623736.750000 Penalty: 978.060486
	Iteration 138Q: 3 clusters Score -3623737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3623737.500000 Penalty: 978.060486
	Iteration 139Q: 3 clusters Score -3623738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3623737.750000 Penalty: 978.060486
	Iteration 140F: 3 clusters Score -3623738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3623752.750000 Penalty: 978.060486
	Iteration 141Q: 3 clusters Score -3623753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3623759.750000 Penalty: 978.060486
	Iteration 142Q: 3 clusters Score -3623760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3623757.250000 Penalty: 978.060486
	Iteration 143Q: 3 clusters Score -3623757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3623759.250000 Penalty: 978.060486
	Iteration 144Q: 3 clusters Score -3623759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3623760.500000 Penalty: 978.060486
	Iteration 145Q: 3 clusters Score -3623760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3623763.250000 Penalty: 978.060486
	Iteration 146Q: 3 clusters Score -3623763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3623764.500000 Penalty: 978.060486
	Iteration 147Q: 3 clusters Score -3623764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3623765.000000 Penalty: 978.060486
	Iteration 148Q: 3 clusters Score -3623765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3623767.750000 Penalty: 978.060486
	Iteration 149Q: 3 clusters Score -3623768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3623759.500000 Penalty: 978.060486
	Iteration 150Q: 3 clusters Score -3623760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3623764.500000 Penalty: 978.060486
	Iteration 151Q: 3 clusters Score -3623764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3623769.250000 Penalty: 978.060486
	Iteration 152Q: 3 clusters Score -3623769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -3623773.500000 Penalty: 978.060486
	Iteration 153Q: 3 clusters Score -3623774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3623777.000000 Penalty: 978.060486
	Iteration 154Q: 3 clusters Score -3623777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3623770.250000 Penalty: 978.060486
	Iteration 155Q: 3 clusters Score -3623770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3623765.250000 Penalty: 978.060486
	Iteration 156Q: 3 clusters Score -3623765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3623775.500000 Penalty: 978.060486
	Iteration 157Q: 3 clusters Score -3623776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3623771.750000 Penalty: 978.060486
	Iteration 158Q: 3 clusters Score -3623772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3623771.750000 Penalty: 978.060486
	Iteration 159Q: 3 clusters Score -3623772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3623775.500000 Penalty: 978.060486
	Iteration 160F: 3 clusters Score -3623776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3623779.750000 Penalty: 978.060486
	Iteration 161Q: 3 clusters Score -3623780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3623777.000000 Penalty: 978.060486
	Iteration 162Q: 3 clusters Score -3623777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3623779.250000 Penalty: 978.060486
	Iteration 163Q: 3 clusters Score -3623779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3623779.750000 Penalty: 978.060486
	Iteration 164Q: 3 clusters Score -3623780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3623780.000000 Penalty: 978.060486
	Iteration 165Q: 3 clusters Score -3623780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3623793.000000 Penalty: 978.060486
	Iteration 166Q: 3 clusters Score -3623793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3623798.250000 Penalty: 978.060486
	Iteration 167Q: 3 clusters Score -3623798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3623800.750000 Penalty: 978.060486
	Iteration 168Q: 3 clusters Score -3623801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3623799.500000 Penalty: 978.060486
	Iteration 169Q: 3 clusters Score -3623800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3623798.750000 Penalty: 978.060486
	Iteration 170Q: 3 clusters Score -3623799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3623800.750000 Penalty: 978.060486
	Iteration 171Q: 3 clusters Score -3623801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3623801.500000 Penalty: 978.060486
	Iteration 172Q: 3 clusters Score -3623802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3623798.000000 Penalty: 978.060486
	Iteration 173Q: 3 clusters Score -3623798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3623806.500000 Penalty: 978.060486
	Iteration 174Q: 3 clusters Score -3623806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3623811.500000 Penalty: 978.060486
	Iteration 175Q: 3 clusters Score -3623812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3623821.000000 Penalty: 978.060486
	Iteration 176Q: 3 clusters Score -3623821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3623824.250000 Penalty: 978.060486
	Iteration 177Q: 3 clusters Score -3623824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3623822.250000 Penalty: 978.060486
	Iteration 178Q: 3 clusters Score -3623822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3623821.750000 Penalty: 978.060486
	Iteration 179Q: 3 clusters Score -3623822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3623816.750000 Penalty: 978.060486
	Iteration 180F: 3 clusters Score -3623817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3623821.750000 Penalty: 978.060486
	Iteration 181Q: 3 clusters Score -3623822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3623828.250000 Penalty: 978.060486
	Iteration 182Q: 3 clusters Score -3623828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3623832.500000 Penalty: 978.060486
	Iteration 183Q: 3 clusters Score -3623832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3623837.500000 Penalty: 978.060486
	Iteration 184Q: 3 clusters Score -3623838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3623842.500000 Penalty: 978.060486
	Iteration 185Q: 3 clusters Score -3623842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3623851.000000 Penalty: 978.060486
	Iteration 186Q: 3 clusters Score -3623851 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3623859.250000 Penalty: 978.060486
	Iteration 187Q: 3 clusters Score -3623859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3623864.000000 Penalty: 978.060486
	Iteration 188Q: 3 clusters Score -3623864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3623866.000000 Penalty: 978.060486
	Iteration 189Q: 3 clusters Score -3623866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3623870.500000 Penalty: 978.060486
	Iteration 190Q: 3 clusters Score -3623870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3623868.500000 Penalty: 978.060486
	Iteration 191Q: 3 clusters Score -3623868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3623876.500000 Penalty: 978.060486
	Iteration 192Q: 3 clusters Score -3623876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3623895.500000 Penalty: 978.060486
	Iteration 193Q: 3 clusters Score -3623896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3623896.500000 Penalty: 978.060486
	Iteration 194Q: 3 clusters Score -3623896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3623898.000000 Penalty: 978.060486
	Iteration 195Q: 3 clusters Score -3623898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3623910.500000 Penalty: 978.060486
	Iteration 196Q: 3 clusters Score -3623910 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3623910.000000 Penalty: 978.060486
	Iteration 197Q: 3 clusters Score -3623910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3623914.500000 Penalty: 978.060486
	Iteration 198Q: 3 clusters Score -3623914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3623922.500000 Penalty: 978.060486
	Iteration 199Q: 3 clusters Score -3623922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3623933.500000 Penalty: 978.060486
	Iteration 200F: 3 clusters Score -3623934 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3623939.250000 Penalty: 978.060486
	Iteration 201Q: 3 clusters Score -3623939 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -3623956.500000 Penalty: 978.060486
	Iteration 202Q: 3 clusters Score -3623956 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3623974.500000 Penalty: 978.060486
	Iteration 203Q: 3 clusters Score -3623974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3624013.250000 Penalty: 978.060486
	Iteration 204Q: 3 clusters Score -3624013 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3624016.500000 Penalty: 978.060486
	Iteration 205Q: 3 clusters Score -3624016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3624017.750000 Penalty: 978.060486
	Iteration 206Q: 3 clusters Score -3624018 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3624063.500000 Penalty: 978.060486
	Iteration 207Q: 3 clusters Score -3624064 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3624100.500000 Penalty: 978.060486
	Iteration 208Q: 3 clusters Score -3624100 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3624137.250000 Penalty: 978.060486
	Iteration 209Q: 3 clusters Score -3624137 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3624217.000000 Penalty: 978.060486
	Iteration 210Q: 3 clusters Score -3624217 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3624300.250000 Penalty: 978.060486
	Iteration 211Q: 3 clusters Score -3624300 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3624419.750000 Penalty: 978.060486
	Iteration 212Q: 3 clusters Score -3624420 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3624568.500000 Penalty: 978.060486
	Iteration 213Q: 3 clusters Score -3624568 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3624716.000000 Penalty: 978.060486
	Iteration 214Q: 3 clusters Score -3624716 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3624889.000000 Penalty: 978.060486
	Iteration 215Q: 3 clusters Score -3624889 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3625099.500000 Penalty: 978.060486
	Iteration 216Q: 3 clusters Score -3625100 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3625450.750000 Penalty: 978.060486
	Iteration 217Q: 3 clusters Score -3625451 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3625841.750000 Penalty: 978.060486
	Iteration 218Q: 3 clusters Score -3625842 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3626351.500000 Penalty: 978.060486
	Iteration 219Q: 3 clusters Score -3626352 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3626818.000000 Penalty: 978.060486
	Iteration 220F: 3 clusters Score -3626818 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3627588.750000 Penalty: 978.060486
	Iteration 221Q: 3 clusters Score -3627589 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3628295.250000 Penalty: 978.060486
	Iteration 222Q: 3 clusters Score -3628295 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3628747.000000 Penalty: 978.060486
	Iteration 223Q: 3 clusters Score -3628747 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3629047.000000 Penalty: 978.060486
	Iteration 224Q: 3 clusters Score -3629047 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3629217.750000 Penalty: 978.060486
	Iteration 225Q: 3 clusters Score -3629218 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3629191.500000 Penalty: 978.060486
	Iteration 226Q: 3 clusters Score -3629192 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3629025.250000 Penalty: 978.060486
	Iteration 227Q: 3 clusters Score -3629025 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3628926.000000 Penalty: 978.060486
	Iteration 228Q: 3 clusters Score -3628926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3628900.000000 Penalty: 978.060486
	Iteration 229Q: 3 clusters Score -3628900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3628870.750000 Penalty: 978.060486
	Iteration 230Q: 3 clusters Score -3628871 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3628877.750000 Penalty: 978.060486
	Iteration 231Q: 3 clusters Score -3628878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3628891.250000 Penalty: 978.060486
	Iteration 232Q: 3 clusters Score -3628891 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3628863.750000 Penalty: 978.060486
	Iteration 233Q: 3 clusters Score -3628864 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3628877.500000 Penalty: 978.060486
	Iteration 234Q: 3 clusters Score -3628878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3628874.000000 Penalty: 978.060486
	Iteration 235Q: 3 clusters Score -3628874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3628865.500000 Penalty: 978.060486
	Iteration 236Q: 3 clusters Score -3628866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3628853.250000 Penalty: 978.060486
	Iteration 237Q: 3 clusters Score -3628853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3628852.750000 Penalty: 978.060486
	Iteration 238Q: 3 clusters Score -3628853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3628860.000000 Penalty: 978.060486
	Iteration 239Q: 3 clusters Score -3628860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3628856.250000 Penalty: 978.060486
	Iteration 240F: 3 clusters Score -3628856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3628849.500000 Penalty: 978.060486
	Iteration 241Q: 3 clusters Score -3628850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3628848.250000 Penalty: 978.060486
	Iteration 242Q: 3 clusters Score -3628848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3628852.500000 Penalty: 978.060486
	Iteration 243Q: 3 clusters Score -3628852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3628848.750000 Penalty: 978.060486
	Iteration 244Q: 3 clusters Score -3628849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3628849.500000 Penalty: 978.060486
	Iteration 245Q: 3 clusters Score -3628850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3628854.500000 Penalty: 978.060486
	Iteration 246Q: 3 clusters Score -3628854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3628850.500000 Penalty: 978.060486
	Iteration 247Q: 3 clusters Score -3628850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3628850.250000 Penalty: 978.060486
	Iteration 248Q: 3 clusters Score -3628850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3628858.250000 Penalty: 978.060486
	Iteration 249Q: 3 clusters Score -3628858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3628858.500000 Penalty: 978.060486
	Iteration 250Q: 3 clusters Score -3628858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3628857.000000 Penalty: 978.060486
	Iteration 251Q: 3 clusters Score -3628857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3628858.250000 Penalty: 978.060486
	Iteration 252Q: 3 clusters Score -3628858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3628855.500000 Penalty: 978.060486
	Iteration 253Q: 3 clusters Score -3628856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3628851.750000 Penalty: 978.060486
	Iteration 254Q: 3 clusters Score -3628852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3628852.500000 Penalty: 978.060486
	Iteration 255Q: 3 clusters Score -3628852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3628856.000000 Penalty: 978.060486
	Iteration 256Q: 3 clusters Score -3628856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3628851.750000 Penalty: 978.060486
	Iteration 257Q: 3 clusters Score -3628852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3628847.750000 Penalty: 978.060486
	Iteration 258Q: 3 clusters Score -3628848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3628845.000000 Penalty: 978.060486
	Iteration 259Q: 3 clusters Score -3628845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3628839.750000 Penalty: 978.060486
	Iteration 260F: 3 clusters Score -3628840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3628846.000000 Penalty: 978.060486
	Iteration 261Q: 3 clusters Score -3628846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3628846.750000 Penalty: 978.060486
	Iteration 262Q: 3 clusters Score -3628847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3628846.750000 Penalty: 978.060486
	Iteration 263F: 3 clusters Score -3628847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Entering Unmasked Estep 
Score: -2179213.250000 Penalty: 463.714142
	Iteration 0F: 2 clusters Score -2179213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2164169.750000 Penalty: 927.428284
	Iteration 0F: 3 clusters Score -2164170 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2172007.500000 Penalty: 927.428284
	Iteration 1F: 3 clusters Score -2172008 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2173001.750000 Penalty: 927.428284
	Iteration 2F: 3 clusters Score -2173002 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2174498.000000 Penalty: 927.428284
	Iteration 3F: 3 clusters Score -2174498 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2176190.750000 Penalty: 927.428284
	Iteration 4F: 3 clusters Score -2176191 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2177670.500000 Penalty: 927.428284
	Iteration 5F: 3 clusters Score -2177670 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2178725.000000 Penalty: 927.428284
	Iteration 6F: 3 clusters Score -2178725 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2179209.500000 Penalty: 927.428284
	Iteration 7Q: 3 clusters Score -2179210 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2179450.500000 Penalty: 927.428284
	Iteration 8Q: 3 clusters Score -2179450 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2179596.250000 Penalty: 927.428284
	Iteration 9Q: 3 clusters Score -2179596 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2179713.000000 Penalty: 927.428284
	Iteration 10Q: 3 clusters Score -2179713 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2179782.750000 Penalty: 927.428284
	Iteration 11Q: 3 clusters Score -2179783 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2179817.250000 Penalty: 927.428284
	Iteration 12Q: 3 clusters Score -2179817 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2179786.500000 Penalty: 927.428284
	Iteration 13Q: 3 clusters Score -2179786 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2179609.750000 Penalty: 927.428284
	Iteration 14Q: 3 clusters Score -2179610 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2179468.750000 Penalty: 927.428284
	Iteration 15Q: 3 clusters Score -2179469 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2179372.250000 Penalty: 927.428284
	Iteration 16Q: 3 clusters Score -2179372 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -2179274.000000 Penalty: 927.428284
	Iteration 17Q: 3 clusters Score -2179274 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -2179105.250000 Penalty: 927.428284
	Iteration 18Q: 3 clusters Score -2179105 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -2178989.500000 Penalty: 927.428284
	Iteration 19Q: 3 clusters Score -2178990 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -2179106.500000 Penalty: 927.428284
	Iteration 20F: 3 clusters Score -2179106 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2178980.750000 Penalty: 927.428284
	Iteration 21Q: 3 clusters Score -2178981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -2178891.750000 Penalty: 927.428284
	Iteration 22Q: 3 clusters Score -2178892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -2178874.250000 Penalty: 927.428284
	Iteration 23Q: 3 clusters Score -2178874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2178874.000000 Penalty: 927.428284
	Iteration 24Q: 3 clusters Score -2178874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2178885.500000 Penalty: 927.428284
	Iteration 25Q: 3 clusters Score -2178886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2178892.500000 Penalty: 927.428284
	Iteration 26Q: 3 clusters Score -2178892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -2178890.000000 Penalty: 927.428284
	Iteration 27Q: 3 clusters Score -2178890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -2178888.000000 Penalty: 927.428284
	Iteration 28Q: 3 clusters Score -2178888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -2178888.000000 Penalty: 927.428284
	Iteration 29F: 3 clusters Score -2178888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -24056.189453 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -24056.19 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 167 members 
Entering Unmasked Estep 
Score: -23657.966797 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23657.97 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23764.867188 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23764.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23791.533203 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23791.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23802.894531 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -23802.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23812.771484 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -23812.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23823.800781 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23828.826172 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23828.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23832.562500 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23832.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23832.888672 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23832.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23833.177734 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -23833.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23833.791016 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -23833.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23834.220703 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -23834.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23834.220703 Penalty: 534.873962
	Iteration 12F: 3 clusters Score -23834.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -65881.726562 Penalty: 308.070923
	Iteration 0F: 2 clusters Score -65881.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -65138.843750 Penalty: 616.141846
	Iteration 0F: 3 clusters Score -65138.84 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65353.882812 Penalty: 616.141846
	Iteration 1F: 3 clusters Score -65353.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -65394.539062 Penalty: 616.141846
	Iteration 2F: 3 clusters Score -65394.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65421.257812 Penalty: 616.141846
	Iteration 3Q: 3 clusters Score -65421.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65442.675781 Penalty: 616.141846
	Iteration 4Q: 3 clusters Score -65442.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65462.289062 Penalty: 616.141846
	Iteration 5Q: 3 clusters Score -65462.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65486.453125 Penalty: 616.141846
	Iteration 6Q: 3 clusters Score -65486.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65503.921875 Penalty: 616.141846
	Iteration 7Q: 3 clusters Score -65503.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -65511.238281 Penalty: 616.141846
	Iteration 8Q: 3 clusters Score -65511.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -65519.210938 Penalty: 616.141846
	Iteration 9Q: 3 clusters Score -65519.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65525.472656 Penalty: 616.141846
	Iteration 10Q: 3 clusters Score -65525.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65531.316406 Penalty: 616.141846
	Iteration 11Q: 3 clusters Score -65531.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65540.140625 Penalty: 616.141846
	Iteration 12Q: 3 clusters Score -65540.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -65552.632812 Penalty: 616.141846
	Iteration 13Q: 3 clusters Score -65552.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65558.375000 Penalty: 616.141846
	Iteration 14Q: 3 clusters Score -65558.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -65563.140625 Penalty: 616.141846
	Iteration 15Q: 3 clusters Score -65563.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -65567.453125 Penalty: 616.141846
	Iteration 16Q: 3 clusters Score -65567.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65570.843750 Penalty: 616.141846
	Iteration 17Q: 3 clusters Score -65570.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65572.414062 Penalty: 616.141846
	Iteration 18Q: 3 clusters Score -65572.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -65573.343750 Penalty: 616.141846
	Iteration 19Q: 3 clusters Score -65573.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65574.585938 Penalty: 616.141846
	Iteration 20F: 3 clusters Score -65574.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65576.742188 Penalty: 616.141846
	Iteration 21Q: 3 clusters Score -65576.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65577.304688 Penalty: 616.141846
	Iteration 22Q: 3 clusters Score -65577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65579.898438 Penalty: 616.141846
	Iteration 23Q: 3 clusters Score -65579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65582.140625 Penalty: 616.141846
	Iteration 24Q: 3 clusters Score -65582.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65583.898438 Penalty: 616.141846
	Iteration 25Q: 3 clusters Score -65583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65585.312500 Penalty: 616.141846
	Iteration 26Q: 3 clusters Score -65585.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65586.164062 Penalty: 616.141846
	Iteration 27Q: 3 clusters Score -65586.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65587.625000 Penalty: 616.141846
	Iteration 28Q: 3 clusters Score -65587.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -65592.062500 Penalty: 616.141846
	Iteration 29Q: 3 clusters Score -65592.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -65597.382812 Penalty: 616.141846
	Iteration 30Q: 3 clusters Score -65597.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65602.359375 Penalty: 616.141846
	Iteration 31Q: 3 clusters Score -65602.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65605.203125 Penalty: 616.141846
	Iteration 32Q: 3 clusters Score -65605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -65606.453125 Penalty: 616.141846
	Iteration 33Q: 3 clusters Score -65606.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -65606.703125 Penalty: 616.141846
	Iteration 34Q: 3 clusters Score -65606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -65606.703125 Penalty: 616.141846
	Iteration 35F: 3 clusters Score -65606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -690044.625000 Penalty: 411.520386
	Iteration 0F: 2 clusters Score -690044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -684412.875000 Penalty: 823.040771
	Iteration 0F: 3 clusters Score -684412.9 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -686632.312500 Penalty: 823.040771
	Iteration 1F: 3 clusters Score -686632.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -686856.750000 Penalty: 823.040771
	Iteration 2F: 3 clusters Score -686856.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -687129.937500 Penalty: 823.040771
	Iteration 3F: 3 clusters Score -687129.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -687453.062500 Penalty: 823.040771
	Iteration 4F: 3 clusters Score -687453.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -687863.437500 Penalty: 823.040771
	Iteration 5F: 3 clusters Score -687863.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -688325.062500 Penalty: 823.040771
	Iteration 6F: 3 clusters Score -688325.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -688748.562500 Penalty: 823.040771
	Iteration 7F: 3 clusters Score -688748.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -689083.312500 Penalty: 823.040771
	Iteration 8Q: 3 clusters Score -689083.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -689348.250000 Penalty: 823.040771
	Iteration 9Q: 3 clusters Score -689348.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -689502.125000 Penalty: 823.040771
	Iteration 10Q: 3 clusters Score -689502.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -689569.312500 Penalty: 823.040771
	Iteration 11Q: 3 clusters Score -689569.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -689610.375000 Penalty: 823.040771
	Iteration 12Q: 3 clusters Score -689610.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -689632.000000 Penalty: 823.040771
	Iteration 13Q: 3 clusters Score -689632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -689653.062500 Penalty: 823.040771
	Iteration 14Q: 3 clusters Score -689653.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -689668.000000 Penalty: 823.040771
	Iteration 15Q: 3 clusters Score -689668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -689672.500000 Penalty: 823.040771
	Iteration 16Q: 3 clusters Score -689672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -689678.062500 Penalty: 823.040771
	Iteration 17Q: 3 clusters Score -689678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -689680.437500 Penalty: 823.040771
	Iteration 18Q: 3 clusters Score -689680.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -689683.812500 Penalty: 823.040771
	Iteration 19Q: 3 clusters Score -689683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -689686.000000 Penalty: 823.040771
	Iteration 20F: 3 clusters Score -689686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -689690.062500 Penalty: 823.040771
	Iteration 21Q: 3 clusters Score -689690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -689689.250000 Penalty: 823.040771
	Iteration 22Q: 3 clusters Score -689689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -689690.812500 Penalty: 823.040771
	Iteration 23Q: 3 clusters Score -689690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -689694.312500 Penalty: 823.040771
	Iteration 24Q: 3 clusters Score -689694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -689696.000000 Penalty: 823.040771
	Iteration 25Q: 3 clusters Score -689696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -689696.625000 Penalty: 823.040771
	Iteration 26Q: 3 clusters Score -689696.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -689697.000000 Penalty: 823.040771
	Iteration 27Q: 3 clusters Score -689697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -689696.812500 Penalty: 823.040771
	Iteration 28Q: 3 clusters Score -689696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -689696.812500 Penalty: 823.040771
	Iteration 29F: 3 clusters Score -689696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Entering Unmasked Estep 
Score: -920111.375000 Penalty: 427.833893
	Iteration 0F: 2 clusters Score -920111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -912048.250000 Penalty: 855.667786
	Iteration 0F: 3 clusters Score -912048.2 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -915237.187500 Penalty: 855.667786
	Iteration 1F: 3 clusters Score -915237.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -915420.500000 Penalty: 855.667786
	Iteration 2Q: 3 clusters Score -915420.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -915642.625000 Penalty: 855.667786
	Iteration 3Q: 3 clusters Score -915642.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -915916.125000 Penalty: 855.667786
	Iteration 4Q: 3 clusters Score -915916.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -916300.812500 Penalty: 855.667786
	Iteration 5F: 3 clusters Score -916300.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -916802.187500 Penalty: 855.667786
	Iteration 6F: 3 clusters Score -916802.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -917304.000000 Penalty: 855.667786
	Iteration 7F: 3 clusters Score -917304 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -917694.062500 Penalty: 855.667786
	Iteration 8F: 3 clusters Score -917694.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -917922.250000 Penalty: 855.667786
	Iteration 9Q: 3 clusters Score -917922.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -918014.250000 Penalty: 855.667786
	Iteration 10Q: 3 clusters Score -918014.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -918058.625000 Penalty: 855.667786
	Iteration 11Q: 3 clusters Score -918058.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -918095.375000 Penalty: 855.667786
	Iteration 12Q: 3 clusters Score -918095.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -918124.937500 Penalty: 855.667786
	Iteration 13Q: 3 clusters Score -918124.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -918148.312500 Penalty: 855.667786
	Iteration 14Q: 3 clusters Score -918148.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -918161.937500 Penalty: 855.667786
	Iteration 15Q: 3 clusters Score -918161.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -918176.625000 Penalty: 855.667786
	Iteration 16Q: 3 clusters Score -918176.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -918191.000000 Penalty: 855.667786
	Iteration 17Q: 3 clusters Score -918191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -918200.625000 Penalty: 855.667786
	Iteration 18Q: 3 clusters Score -918200.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -918206.500000 Penalty: 855.667786
	Iteration 19Q: 3 clusters Score -918206.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -918216.687500 Penalty: 855.667786
	Iteration 20F: 3 clusters Score -918216.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -918225.750000 Penalty: 855.667786
	Iteration 21Q: 3 clusters Score -918225.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -918230.750000 Penalty: 855.667786
	Iteration 22Q: 3 clusters Score -918230.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -918232.375000 Penalty: 855.667786
	Iteration 23Q: 3 clusters Score -918232.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -918239.562500 Penalty: 855.667786
	Iteration 24Q: 3 clusters Score -918239.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -918244.187500 Penalty: 855.667786
	Iteration 25Q: 3 clusters Score -918244.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -918251.000000 Penalty: 855.667786
	Iteration 26Q: 3 clusters Score -918251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -918261.187500 Penalty: 855.667786
	Iteration 27Q: 3 clusters Score -918261.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -918269.750000 Penalty: 855.667786
	Iteration 28Q: 3 clusters Score -918269.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -918276.625000 Penalty: 855.667786
	Iteration 29Q: 3 clusters Score -918276.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -918284.625000 Penalty: 855.667786
	Iteration 30Q: 3 clusters Score -918284.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -918290.375000 Penalty: 855.667786
	Iteration 31Q: 3 clusters Score -918290.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -918300.312500 Penalty: 855.667786
	Iteration 32Q: 3 clusters Score -918300.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -918308.937500 Penalty: 855.667786
	Iteration 33Q: 3 clusters Score -918308.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -918315.687500 Penalty: 855.667786
	Iteration 34Q: 3 clusters Score -918315.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -918323.125000 Penalty: 855.667786
	Iteration 35Q: 3 clusters Score -918323.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -918329.687500 Penalty: 855.667786
	Iteration 36Q: 3 clusters Score -918329.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -918336.312500 Penalty: 855.667786
	Iteration 37Q: 3 clusters Score -918336.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -918343.312500 Penalty: 855.667786
	Iteration 38Q: 3 clusters Score -918343.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -918346.687500 Penalty: 855.667786
	Iteration 39Q: 3 clusters Score -918346.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -918352.562500 Penalty: 855.667786
	Iteration 40F: 3 clusters Score -918352.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -918357.500000 Penalty: 855.667786
	Iteration 41Q: 3 clusters Score -918357.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -918363.625000 Penalty: 855.667786
	Iteration 42Q: 3 clusters Score -918363.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -918372.250000 Penalty: 855.667786
	Iteration 43Q: 3 clusters Score -918372.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -918383.250000 Penalty: 855.667786
	Iteration 44Q: 3 clusters Score -918383.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -918394.562500 Penalty: 855.667786
	Iteration 45Q: 3 clusters Score -918394.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -918404.625000 Penalty: 855.667786
	Iteration 46Q: 3 clusters Score -918404.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -918413.437500 Penalty: 855.667786
	Iteration 47Q: 3 clusters Score -918413.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -918425.875000 Penalty: 855.667786
	Iteration 48Q: 3 clusters Score -918425.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -918440.812500 Penalty: 855.667786
	Iteration 49Q: 3 clusters Score -918440.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -918460.312500 Penalty: 855.667786
	Iteration 50Q: 3 clusters Score -918460.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -918489.312500 Penalty: 855.667786
	Iteration 51Q: 3 clusters Score -918489.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -918523.062500 Penalty: 855.667786
	Iteration 52Q: 3 clusters Score -918523.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -918555.312500 Penalty: 855.667786
	Iteration 53Q: 3 clusters Score -918555.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -918600.937500 Penalty: 855.667786
	Iteration 54Q: 3 clusters Score -918600.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -918641.125000 Penalty: 855.667786
	Iteration 55Q: 3 clusters Score -918641.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -918692.187500 Penalty: 855.667786
	Iteration 56Q: 3 clusters Score -918692.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -918743.750000 Penalty: 855.667786
	Iteration 57Q: 3 clusters Score -918743.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -918799.375000 Penalty: 855.667786
	Iteration 58Q: 3 clusters Score -918799.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -918858.250000 Penalty: 855.667786
	Iteration 59Q: 3 clusters Score -918858.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -918912.500000 Penalty: 855.667786
	Iteration 60F: 3 clusters Score -918912.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -918970.750000 Penalty: 855.667786
	Iteration 61Q: 3 clusters Score -918970.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -919034.625000 Penalty: 855.667786
	Iteration 62Q: 3 clusters Score -919034.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -919086.750000 Penalty: 855.667786
	Iteration 63Q: 3 clusters Score -919086.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -919144.812500 Penalty: 855.667786
	Iteration 64Q: 3 clusters Score -919144.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -919189.875000 Penalty: 855.667786
	Iteration 65Q: 3 clusters Score -919189.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -919234.687500 Penalty: 855.667786
	Iteration 66Q: 3 clusters Score -919234.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -919284.187500 Penalty: 855.667786
	Iteration 67Q: 3 clusters Score -919284.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -919330.250000 Penalty: 855.667786
	Iteration 68Q: 3 clusters Score -919330.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -919384.687500 Penalty: 855.667786
	Iteration 69Q: 3 clusters Score -919384.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -919442.375000 Penalty: 855.667786
	Iteration 70Q: 3 clusters Score -919442.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -919502.062500 Penalty: 855.667786
	Iteration 71Q: 3 clusters Score -919502.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -919546.625000 Penalty: 855.667786
	Iteration 72Q: 3 clusters Score -919546.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -919581.062500 Penalty: 855.667786
	Iteration 73Q: 3 clusters Score -919581.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -919606.437500 Penalty: 855.667786
	Iteration 74Q: 3 clusters Score -919606.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -919625.625000 Penalty: 855.667786
	Iteration 75Q: 3 clusters Score -919625.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -919643.750000 Penalty: 855.667786
	Iteration 76Q: 3 clusters Score -919643.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -919664.500000 Penalty: 855.667786
	Iteration 77Q: 3 clusters Score -919664.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -919683.062500 Penalty: 855.667786
	Iteration 78Q: 3 clusters Score -919683.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -919699.250000 Penalty: 855.667786
	Iteration 79Q: 3 clusters Score -919699.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -919708.437500 Penalty: 855.667786
	Iteration 80F: 3 clusters Score -919708.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -919718.312500 Penalty: 855.667786
	Iteration 81Q: 3 clusters Score -919718.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -919725.500000 Penalty: 855.667786
	Iteration 82Q: 3 clusters Score -919725.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -919742.187500 Penalty: 855.667786
	Iteration 83Q: 3 clusters Score -919742.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -919747.625000 Penalty: 855.667786
	Iteration 84Q: 3 clusters Score -919747.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -919753.937500 Penalty: 855.667786
	Iteration 85Q: 3 clusters Score -919753.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -919761.250000 Penalty: 855.667786
	Iteration 86Q: 3 clusters Score -919761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -919767.437500 Penalty: 855.667786
	Iteration 87Q: 3 clusters Score -919767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -919770.312500 Penalty: 855.667786
	Iteration 88Q: 3 clusters Score -919770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -919771.875000 Penalty: 855.667786
	Iteration 89Q: 3 clusters Score -919771.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -919775.375000 Penalty: 855.667786
	Iteration 90Q: 3 clusters Score -919775.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -919776.125000 Penalty: 855.667786
	Iteration 91Q: 3 clusters Score -919776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -919778.500000 Penalty: 855.667786
	Iteration 92Q: 3 clusters Score -919778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -919780.875000 Penalty: 855.667786
	Iteration 93Q: 3 clusters Score -919780.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -919784.562500 Penalty: 855.667786
	Iteration 94Q: 3 clusters Score -919784.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -919789.375000 Penalty: 855.667786
	Iteration 95Q: 3 clusters Score -919789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -919793.062500 Penalty: 855.667786
	Iteration 96Q: 3 clusters Score -919793.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -919795.375000 Penalty: 855.667786
	Iteration 97Q: 3 clusters Score -919795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -919797.250000 Penalty: 855.667786
	Iteration 98Q: 3 clusters Score -919797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -919803.687500 Penalty: 855.667786
	Iteration 99Q: 3 clusters Score -919803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -919808.312500 Penalty: 855.667786
	Iteration 100F: 3 clusters Score -919808.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -919810.187500 Penalty: 855.667786
	Iteration 101Q: 3 clusters Score -919810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -919810.562500 Penalty: 855.667786
	Iteration 102Q: 3 clusters Score -919810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -919810.812500 Penalty: 855.667786
	Iteration 103Q: 3 clusters Score -919810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -919810.250000 Penalty: 855.667786
	Iteration 104Q: 3 clusters Score -919810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -919813.312500 Penalty: 855.667786
	Iteration 105Q: 3 clusters Score -919813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -919814.125000 Penalty: 855.667786
	Iteration 106Q: 3 clusters Score -919814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -919815.000000 Penalty: 855.667786
	Iteration 107Q: 3 clusters Score -919815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -919814.937500 Penalty: 855.667786
	Iteration 108Q: 3 clusters Score -919814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -919815.875000 Penalty: 855.667786
	Iteration 109Q: 3 clusters Score -919815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -919816.562500 Penalty: 855.667786
	Iteration 110Q: 3 clusters Score -919816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -919816.000000 Penalty: 855.667786
	Iteration 111Q: 3 clusters Score -919816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -919816.250000 Penalty: 855.667786
	Iteration 112Q: 3 clusters Score -919816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -919818.375000 Penalty: 855.667786
	Iteration 113Q: 3 clusters Score -919818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -919818.812500 Penalty: 855.667786
	Iteration 114Q: 3 clusters Score -919818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -919819.375000 Penalty: 855.667786
	Iteration 115Q: 3 clusters Score -919819.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -919820.125000 Penalty: 855.667786
	Iteration 116Q: 3 clusters Score -919820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -919821.062500 Penalty: 855.667786
	Iteration 117Q: 3 clusters Score -919821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -919820.375000 Penalty: 855.667786
	Iteration 118Q: 3 clusters Score -919820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -919820.937500 Penalty: 855.667786
	Iteration 119Q: 3 clusters Score -919820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -919821.312500 Penalty: 855.667786
	Iteration 120F: 3 clusters Score -919821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -919823.500000 Penalty: 855.667786
	Iteration 121Q: 3 clusters Score -919823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -919823.062500 Penalty: 855.667786
	Iteration 122Q: 3 clusters Score -919823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -919823.500000 Penalty: 855.667786
	Iteration 123Q: 3 clusters Score -919823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -919823.500000 Penalty: 855.667786
	Iteration 124F: 3 clusters Score -919823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9283.308594 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9283.309 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 141 members 
Entering Unmasked Estep 
Score: -8956.196289 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -8956.196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9029.446289 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9029.446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9047.084961 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9047.085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -9057.022461 Penalty: 510.794678
	Iteration 3Q: 3 clusters Score -9057.022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -9073.328125 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9073.328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -9085.994141 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9085.994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -9106.548828 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9106.549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9115.874023 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -9115.874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9119.230469 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -9119.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9120.012695 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -9120.013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9120.012695 Penalty: 510.794678
	Iteration 10F: 3 clusters Score -9120.013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (22129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Entering Unmasked Estep 
Score: -1805605.375000 Penalty: 455.211334
	Iteration 0F: 2 clusters Score -1805605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1791033.375000 Penalty: 910.422668
	Iteration 0F: 3 clusters Score -1791033 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1797457.875000 Penalty: 910.422668
	Iteration 1F: 3 clusters Score -1797458 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1798148.625000 Penalty: 910.422668
	Iteration 2F: 3 clusters Score -1798149 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1799393.000000 Penalty: 910.422668
	Iteration 3F: 3 clusters Score -1799393 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1801211.250000 Penalty: 910.422668
	Iteration 4F: 3 clusters Score -1801211 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1803064.125000 Penalty: 910.422668
	Iteration 5F: 3 clusters Score -1803064 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1804042.375000 Penalty: 910.422668
	Iteration 6F: 3 clusters Score -1804042 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1804520.250000 Penalty: 910.422668
	Iteration 7Q: 3 clusters Score -1804520 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1804803.750000 Penalty: 910.422668
	Iteration 8Q: 3 clusters Score -1804804 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1804934.500000 Penalty: 910.422668
	Iteration 9Q: 3 clusters Score -1804934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1804999.125000 Penalty: 910.422668
	Iteration 10Q: 3 clusters Score -1804999 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1805011.125000 Penalty: 910.422668
	Iteration 11Q: 3 clusters Score -1805011 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1805024.750000 Penalty: 910.422668
	Iteration 12Q: 3 clusters Score -1805025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1805033.125000 Penalty: 910.422668
	Iteration 13Q: 3 clusters Score -1805033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1805031.625000 Penalty: 910.422668
	Iteration 14Q: 3 clusters Score -1805032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1805040.375000 Penalty: 910.422668
	Iteration 15Q: 3 clusters Score -1805040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1805041.125000 Penalty: 910.422668
	Iteration 16Q: 3 clusters Score -1805041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1805050.875000 Penalty: 910.422668
	Iteration 17Q: 3 clusters Score -1805051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1805050.125000 Penalty: 910.422668
	Iteration 18Q: 3 clusters Score -1805050 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1805035.750000 Penalty: 910.422668
	Iteration 19Q: 3 clusters Score -1805036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1805026.000000 Penalty: 910.422668
	Iteration 20F: 3 clusters Score -1805026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1805037.625000 Penalty: 910.422668
	Iteration 21Q: 3 clusters Score -1805038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1805054.875000 Penalty: 910.422668
	Iteration 22Q: 3 clusters Score -1805055 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1805069.500000 Penalty: 910.422668
	Iteration 23Q: 3 clusters Score -1805070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1805069.750000 Penalty: 910.422668
	Iteration 24Q: 3 clusters Score -1805070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1805058.750000 Penalty: 910.422668
	Iteration 25Q: 3 clusters Score -1805059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1805065.875000 Penalty: 910.422668
	Iteration 26Q: 3 clusters Score -1805066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1805075.375000 Penalty: 910.422668
	Iteration 27Q: 3 clusters Score -1805075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1805073.000000 Penalty: 910.422668
	Iteration 28Q: 3 clusters Score -1805073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1805071.500000 Penalty: 910.422668
	Iteration 29Q: 3 clusters Score -1805072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1805074.250000 Penalty: 910.422668
	Iteration 30Q: 3 clusters Score -1805074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1805078.750000 Penalty: 910.422668
	Iteration 31Q: 3 clusters Score -1805079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1805089.375000 Penalty: 910.422668
	Iteration 32Q: 3 clusters Score -1805089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1805094.250000 Penalty: 910.422668
	Iteration 33Q: 3 clusters Score -1805094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1805095.750000 Penalty: 910.422668
	Iteration 34Q: 3 clusters Score -1805096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1805085.875000 Penalty: 910.422668
	Iteration 35Q: 3 clusters Score -1805086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1805097.750000 Penalty: 910.422668
	Iteration 36Q: 3 clusters Score -1805098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1805102.375000 Penalty: 910.422668
	Iteration 37Q: 3 clusters Score -1805102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1805102.625000 Penalty: 910.422668
	Iteration 38Q: 3 clusters Score -1805103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1805106.250000 Penalty: 910.422668
	Iteration 39Q: 3 clusters Score -1805106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1805106.250000 Penalty: 910.422668
	Iteration 40F: 3 clusters Score -1805106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1805100.875000 Penalty: 910.422668
	Iteration 41Q: 3 clusters Score -1805101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1805103.750000 Penalty: 910.422668
	Iteration 42Q: 3 clusters Score -1805104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1805094.000000 Penalty: 910.422668
	Iteration 43Q: 3 clusters Score -1805094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1805099.250000 Penalty: 910.422668
	Iteration 44Q: 3 clusters Score -1805099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1805099.250000 Penalty: 910.422668
	Iteration 45F: 3 clusters Score -1805099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -25821.230469 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -25821.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25406.462891 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -25406.46 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -25504.648438 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -25504.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -25546.521484 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -25546.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25579.164062 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -25579.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25598.537109 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -25598.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -25605.990234 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -25605.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -25613.296875 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -25613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25617.888672 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -25617.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -25621.406250 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -25621.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25623.906250 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -25623.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25628.343750 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -25628.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25634.134766 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -25634.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25639.121094 Penalty: 539.834290
	Iteration 12Q: 3 clusters Score -25639.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25643.593750 Penalty: 539.834290
	Iteration 13Q: 3 clusters Score -25643.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25644.164062 Penalty: 539.834290
	Iteration 14Q: 3 clusters Score -25644.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25644.164062 Penalty: 539.834290
	Iteration 15F: 3 clusters Score -25644.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -216015.859375 Penalty: 360.264465
	Iteration 0F: 2 clusters Score -216015.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -214074.937500 Penalty: 720.528931
	Iteration 0F: 3 clusters Score -214074.9 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -214711.843750 Penalty: 720.528931
	Iteration 1F: 3 clusters Score -214711.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -214785.875000 Penalty: 720.528931
	Iteration 2F: 3 clusters Score -214785.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -214862.265625 Penalty: 720.528931
	Iteration 3F: 3 clusters Score -214862.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -214968.687500 Penalty: 720.528931
	Iteration 4F: 3 clusters Score -214968.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -215082.890625 Penalty: 720.528931
	Iteration 5F: 3 clusters Score -215082.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -215219.546875 Penalty: 720.528931
	Iteration 6F: 3 clusters Score -215219.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -215373.343750 Penalty: 720.528931
	Iteration 7F: 3 clusters Score -215373.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -215497.125000 Penalty: 720.528931
	Iteration 8F: 3 clusters Score -215497.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -215577.421875 Penalty: 720.528931
	Iteration 9Q: 3 clusters Score -215577.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -215661.484375 Penalty: 720.528931
	Iteration 10Q: 3 clusters Score -215661.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -215739.093750 Penalty: 720.528931
	Iteration 11Q: 3 clusters Score -215739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -215770.671875 Penalty: 720.528931
	Iteration 12Q: 3 clusters Score -215770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -215780.109375 Penalty: 720.528931
	Iteration 13Q: 3 clusters Score -215780.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -215783.937500 Penalty: 720.528931
	Iteration 14Q: 3 clusters Score -215783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -215786.171875 Penalty: 720.528931
	Iteration 15Q: 3 clusters Score -215786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -215788.093750 Penalty: 720.528931
	Iteration 16Q: 3 clusters Score -215788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -215789.531250 Penalty: 720.528931
	Iteration 17Q: 3 clusters Score -215789.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -215791.843750 Penalty: 720.528931
	Iteration 18Q: 3 clusters Score -215791.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -215795.734375 Penalty: 720.528931
	Iteration 19Q: 3 clusters Score -215795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -215796.234375 Penalty: 720.528931
	Iteration 20F: 3 clusters Score -215796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -116251.437500 Penalty: 335.943237
	Iteration 0F: 2 clusters Score -116251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -115077.312500 Penalty: 671.886475
	Iteration 0F: 3 clusters Score -115077.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -115482.656250 Penalty: 671.886475
	Iteration 1F: 3 clusters Score -115482.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115603.304688 Penalty: 671.886475
	Iteration 2F: 3 clusters Score -115603.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115687.750000 Penalty: 671.886475
	Iteration 3F: 3 clusters Score -115687.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -115740.960938 Penalty: 671.886475
	Iteration 4Q: 3 clusters Score -115741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115795.000000 Penalty: 671.886475
	Iteration 5Q: 3 clusters Score -115795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115840.992188 Penalty: 671.886475
	Iteration 6Q: 3 clusters Score -115841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115876.140625 Penalty: 671.886475
	Iteration 7Q: 3 clusters Score -115876.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115905.437500 Penalty: 671.886475
	Iteration 8Q: 3 clusters Score -115905.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115923.242188 Penalty: 671.886475
	Iteration 9Q: 3 clusters Score -115923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115932.093750 Penalty: 671.886475
	Iteration 10Q: 3 clusters Score -115932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115936.835938 Penalty: 671.886475
	Iteration 11Q: 3 clusters Score -115936.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115942.320312 Penalty: 671.886475
	Iteration 12Q: 3 clusters Score -115942.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115945.953125 Penalty: 671.886475
	Iteration 13Q: 3 clusters Score -115946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115949.671875 Penalty: 671.886475
	Iteration 14Q: 3 clusters Score -115949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115952.242188 Penalty: 671.886475
	Iteration 15Q: 3 clusters Score -115952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115954.398438 Penalty: 671.886475
	Iteration 16Q: 3 clusters Score -115954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -115955.578125 Penalty: 671.886475
	Iteration 17Q: 3 clusters Score -115955.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -115956.937500 Penalty: 671.886475
	Iteration 18Q: 3 clusters Score -115956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115957.453125 Penalty: 671.886475
	Iteration 19Q: 3 clusters Score -115957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115958.250000 Penalty: 671.886475
	Iteration 20F: 3 clusters Score -115958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115958.226562 Penalty: 671.886475
	Iteration 21Q: 3 clusters Score -115958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115958.226562 Penalty: 671.886475
	Iteration 22F: 3 clusters Score -115958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -510550.062500 Penalty: 399.588715
	Iteration 0F: 2 clusters Score -510550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -506138.468750 Penalty: 799.177429
	Iteration 0F: 3 clusters Score -506138.5 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -508042.937500 Penalty: 799.177429
	Iteration 1F: 3 clusters Score -508042.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -508396.468750 Penalty: 799.177429
	Iteration 2F: 3 clusters Score -508396.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -508823.781250 Penalty: 799.177429
	Iteration 3F: 3 clusters Score -508823.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -509256.781250 Penalty: 799.177429
	Iteration 4F: 3 clusters Score -509256.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -509628.312500 Penalty: 799.177429
	Iteration 5F: 3 clusters Score -509628.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -509837.187500 Penalty: 799.177429
	Iteration 6Q: 3 clusters Score -509837.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -509931.187500 Penalty: 799.177429
	Iteration 7Q: 3 clusters Score -509931.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -509984.968750 Penalty: 799.177429
	Iteration 8Q: 3 clusters Score -509985 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -510034.437500 Penalty: 799.177429
	Iteration 9Q: 3 clusters Score -510034.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -510084.968750 Penalty: 799.177429
	Iteration 10Q: 3 clusters Score -510085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -510133.000000 Penalty: 799.177429
	Iteration 11Q: 3 clusters Score -510133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -510162.093750 Penalty: 799.177429
	Iteration 12Q: 3 clusters Score -510162.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -510182.843750 Penalty: 799.177429
	Iteration 13Q: 3 clusters Score -510182.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -510197.437500 Penalty: 799.177429
	Iteration 14Q: 3 clusters Score -510197.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -510208.437500 Penalty: 799.177429
	Iteration 15Q: 3 clusters Score -510208.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -510219.968750 Penalty: 799.177429
	Iteration 16Q: 3 clusters Score -510220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -510226.750000 Penalty: 799.177429
	Iteration 17Q: 3 clusters Score -510226.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -510233.312500 Penalty: 799.177429
	Iteration 18Q: 3 clusters Score -510233.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -510237.281250 Penalty: 799.177429
	Iteration 19Q: 3 clusters Score -510237.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -510241.343750 Penalty: 799.177429
	Iteration 20F: 3 clusters Score -510241.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -510244.000000 Penalty: 799.177429
	Iteration 21Q: 3 clusters Score -510244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -510248.187500 Penalty: 799.177429
	Iteration 22Q: 3 clusters Score -510248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -510251.250000 Penalty: 799.177429
	Iteration 23Q: 3 clusters Score -510251.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -510257.375000 Penalty: 799.177429
	Iteration 24Q: 3 clusters Score -510257.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -510261.343750 Penalty: 799.177429
	Iteration 25Q: 3 clusters Score -510261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -510266.812500 Penalty: 799.177429
	Iteration 26Q: 3 clusters Score -510266.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -510271.343750 Penalty: 799.177429
	Iteration 27Q: 3 clusters Score -510271.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -510275.718750 Penalty: 799.177429
	Iteration 28Q: 3 clusters Score -510275.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -510278.718750 Penalty: 799.177429
	Iteration 29Q: 3 clusters Score -510278.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -510281.000000 Penalty: 799.177429
	Iteration 30Q: 3 clusters Score -510281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -510283.125000 Penalty: 799.177429
	Iteration 31Q: 3 clusters Score -510283.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -510284.875000 Penalty: 799.177429
	Iteration 32Q: 3 clusters Score -510284.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -510287.218750 Penalty: 799.177429
	Iteration 33Q: 3 clusters Score -510287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -510290.562500 Penalty: 799.177429
	Iteration 34Q: 3 clusters Score -510290.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -510293.062500 Penalty: 799.177429
	Iteration 35Q: 3 clusters Score -510293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -510294.031250 Penalty: 799.177429
	Iteration 36Q: 3 clusters Score -510294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -510296.406250 Penalty: 799.177429
	Iteration 37Q: 3 clusters Score -510296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -510297.656250 Penalty: 799.177429
	Iteration 38Q: 3 clusters Score -510297.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -510299.468750 Penalty: 799.177429
	Iteration 39Q: 3 clusters Score -510299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -510301.656250 Penalty: 799.177429
	Iteration 40F: 3 clusters Score -510301.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -510305.375000 Penalty: 799.177429
	Iteration 41Q: 3 clusters Score -510305.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -510308.187500 Penalty: 799.177429
	Iteration 42Q: 3 clusters Score -510308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -510309.843750 Penalty: 799.177429
	Iteration 43Q: 3 clusters Score -510309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -510313.656250 Penalty: 799.177429
	Iteration 44Q: 3 clusters Score -510313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -510315.593750 Penalty: 799.177429
	Iteration 45Q: 3 clusters Score -510315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -510317.468750 Penalty: 799.177429
	Iteration 46Q: 3 clusters Score -510317.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -510319.468750 Penalty: 799.177429
	Iteration 47Q: 3 clusters Score -510319.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -510320.781250 Penalty: 799.177429
	Iteration 48Q: 3 clusters Score -510320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -510322.687500 Penalty: 799.177429
	Iteration 49Q: 3 clusters Score -510322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -510323.093750 Penalty: 799.177429
	Iteration 50Q: 3 clusters Score -510323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -510324.406250 Penalty: 799.177429
	Iteration 51Q: 3 clusters Score -510324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -510328.000000 Penalty: 799.177429
	Iteration 52Q: 3 clusters Score -510328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -510331.562500 Penalty: 799.177429
	Iteration 53Q: 3 clusters Score -510331.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -510336.562500 Penalty: 799.177429
	Iteration 54Q: 3 clusters Score -510336.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -510338.187500 Penalty: 799.177429
	Iteration 55Q: 3 clusters Score -510338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -510339.843750 Penalty: 799.177429
	Iteration 56Q: 3 clusters Score -510339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -510340.937500 Penalty: 799.177429
	Iteration 57Q: 3 clusters Score -510340.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -510341.812500 Penalty: 799.177429
	Iteration 58Q: 3 clusters Score -510341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -510342.718750 Penalty: 799.177429
	Iteration 59Q: 3 clusters Score -510342.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -510345.843750 Penalty: 799.177429
	Iteration 60F: 3 clusters Score -510345.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -510347.156250 Penalty: 799.177429
	Iteration 61Q: 3 clusters Score -510347.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -510349.187500 Penalty: 799.177429
	Iteration 62Q: 3 clusters Score -510349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -510349.468750 Penalty: 799.177429
	Iteration 63Q: 3 clusters Score -510349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -510351.718750 Penalty: 799.177429
	Iteration 64Q: 3 clusters Score -510351.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -510353.281250 Penalty: 799.177429
	Iteration 65Q: 3 clusters Score -510353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -510354.437500 Penalty: 799.177429
	Iteration 66Q: 3 clusters Score -510354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -510355.406250 Penalty: 799.177429
	Iteration 67Q: 3 clusters Score -510355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -510355.625000 Penalty: 799.177429
	Iteration 68Q: 3 clusters Score -510355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -510355.625000 Penalty: 799.177429
	Iteration 69F: 3 clusters Score -510355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -30052.644531 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -30052.64 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 279 members 
Entering Unmasked Estep 
Score: -29582.347656 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -29582.35 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29747.970703 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -29747.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29787.173828 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -29787.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -29803.472656 Penalty: 569.969238
	Iteration 3Q: 3 clusters Score -29803.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -29818.800781 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -29818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29823.658203 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -29823.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29824.298828 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -29824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29825.064453 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -29825.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -29825.558594 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -29825.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -29826.263672 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -29826.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -29829.060547 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -29829.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29832.998047 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -29833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29835.435547 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -29835.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -29836.755859 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -29836.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29836.966797 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -29836.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29836.966797 Penalty: 569.969238
	Iteration 15F: 3 clusters Score -29836.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -15514.330078 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -15514.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15124.026367 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -15124.03 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15264.405273 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -15264.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15336.865234 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -15336.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -15378.012695 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -15378.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15411.348633 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -15411.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15433.823242 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -15433.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15442.145508 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -15442.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15448.823242 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -15448.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -15452.182617 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -15452.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15454.208008 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -15454.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -15461.886719 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -15461.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15470.724609 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -15470.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15481.078125 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -15481.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15488.737305 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -15488.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15492.981445 Penalty: 536.890686
	Iteration 14Q: 3 clusters Score -15492.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15493.858398 Penalty: 536.890686
	Iteration 15Q: 3 clusters Score -15493.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -15493.858398 Penalty: 536.890686
	Iteration 16F: 3 clusters Score -15493.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -242511.078125 Penalty: 368.085419
	Iteration 0F: 2 clusters Score -242511.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -240259.734375 Penalty: 736.170837
	Iteration 0F: 3 clusters Score -240259.7 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -241045.453125 Penalty: 736.170837
	Iteration 1F: 3 clusters Score -241045.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -241200.000000 Penalty: 736.170837
	Iteration 2F: 3 clusters Score -241200 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -241343.718750 Penalty: 736.170837
	Iteration 3F: 3 clusters Score -241343.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -241465.484375 Penalty: 736.170837
	Iteration 4F: 3 clusters Score -241465.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -241590.187500 Penalty: 736.170837
	Iteration 5Q: 3 clusters Score -241590.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -241699.515625 Penalty: 736.170837
	Iteration 6Q: 3 clusters Score -241699.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -241766.859375 Penalty: 736.170837
	Iteration 7Q: 3 clusters Score -241766.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -241804.093750 Penalty: 736.170837
	Iteration 8Q: 3 clusters Score -241804.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -241840.187500 Penalty: 736.170837
	Iteration 9Q: 3 clusters Score -241840.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -241868.359375 Penalty: 736.170837
	Iteration 10Q: 3 clusters Score -241868.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -241897.828125 Penalty: 736.170837
	Iteration 11Q: 3 clusters Score -241897.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -241929.703125 Penalty: 736.170837
	Iteration 12Q: 3 clusters Score -241929.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -241967.671875 Penalty: 736.170837
	Iteration 13Q: 3 clusters Score -241967.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -242002.593750 Penalty: 736.170837
	Iteration 14Q: 3 clusters Score -242002.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -242028.359375 Penalty: 736.170837
	Iteration 15Q: 3 clusters Score -242028.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -242055.812500 Penalty: 736.170837
	Iteration 16Q: 3 clusters Score -242055.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -242078.828125 Penalty: 736.170837
	Iteration 17Q: 3 clusters Score -242078.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -242092.828125 Penalty: 736.170837
	Iteration 18Q: 3 clusters Score -242092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -242102.078125 Penalty: 736.170837
	Iteration 19Q: 3 clusters Score -242102.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -242118.625000 Penalty: 736.170837
	Iteration 20F: 3 clusters Score -242118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -242133.812500 Penalty: 736.170837
	Iteration 21Q: 3 clusters Score -242133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -242142.953125 Penalty: 736.170837
	Iteration 22Q: 3 clusters Score -242143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -242152.671875 Penalty: 736.170837
	Iteration 23Q: 3 clusters Score -242152.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -242165.687500 Penalty: 736.170837
	Iteration 24Q: 3 clusters Score -242165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -242181.625000 Penalty: 736.170837
	Iteration 25Q: 3 clusters Score -242181.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -242192.312500 Penalty: 736.170837
	Iteration 26Q: 3 clusters Score -242192.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -242197.656250 Penalty: 736.170837
	Iteration 27Q: 3 clusters Score -242197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -242199.968750 Penalty: 736.170837
	Iteration 28Q: 3 clusters Score -242200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -242200.812500 Penalty: 736.170837
	Iteration 29Q: 3 clusters Score -242200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -242202.234375 Penalty: 736.170837
	Iteration 30Q: 3 clusters Score -242202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -242203.140625 Penalty: 736.170837
	Iteration 31Q: 3 clusters Score -242203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -242204.265625 Penalty: 736.170837
	Iteration 32Q: 3 clusters Score -242204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -242204.765625 Penalty: 736.170837
	Iteration 33Q: 3 clusters Score -242204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -242205.093750 Penalty: 736.170837
	Iteration 34Q: 3 clusters Score -242205.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -242205.093750 Penalty: 736.170837
	Iteration 35F: 3 clusters Score -242205.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7070.389648 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7070.39 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 132 members 
Entering Unmasked Estep 
Score: -6742.005371 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -6742.005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6818.780273 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -6818.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6849.186035 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -6849.186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6870.281738 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -6870.282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6887.675293 Penalty: 507.755432
	Iteration 4Q: 3 clusters Score -6887.675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6903.784180 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -6903.784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -6920.576172 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -6920.576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6922.908691 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -6922.909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6924.036621 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -6924.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6924.036621 Penalty: 507.755432
	Iteration 9F: 3 clusters Score -6924.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -377796.781250 Penalty: 383.420776
	Iteration 0F: 2 clusters Score -377796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -374727.500000 Penalty: 766.841553
	Iteration 0F: 3 clusters Score -374727.5 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -375873.500000 Penalty: 766.841553
	Iteration 1F: 3 clusters Score -375873.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -375959.000000 Penalty: 766.841553
	Iteration 2F: 3 clusters Score -375959 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -376036.312500 Penalty: 766.841553
	Iteration 3Q: 3 clusters Score -376036.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -376141.937500 Penalty: 766.841553
	Iteration 4Q: 3 clusters Score -376141.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -376250.437500 Penalty: 766.841553
	Iteration 5Q: 3 clusters Score -376250.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -376417.593750 Penalty: 766.841553
	Iteration 6F: 3 clusters Score -376417.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -376616.875000 Penalty: 766.841553
	Iteration 7F: 3 clusters Score -376616.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -376867.218750 Penalty: 766.841553
	Iteration 8F: 3 clusters Score -376867.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -377080.656250 Penalty: 766.841553
	Iteration 9F: 3 clusters Score -377080.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -377203.812500 Penalty: 766.841553
	Iteration 10Q: 3 clusters Score -377203.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -377293.000000 Penalty: 766.841553
	Iteration 11Q: 3 clusters Score -377293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -377329.062500 Penalty: 766.841553
	Iteration 12Q: 3 clusters Score -377329.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -377352.156250 Penalty: 766.841553
	Iteration 13Q: 3 clusters Score -377352.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -377371.343750 Penalty: 766.841553
	Iteration 14Q: 3 clusters Score -377371.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -377378.937500 Penalty: 766.841553
	Iteration 15Q: 3 clusters Score -377378.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -377388.250000 Penalty: 766.841553
	Iteration 16Q: 3 clusters Score -377388.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -377395.593750 Penalty: 766.841553
	Iteration 17Q: 3 clusters Score -377395.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -377399.843750 Penalty: 766.841553
	Iteration 18Q: 3 clusters Score -377399.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -377393.531250 Penalty: 766.841553
	Iteration 19Q: 3 clusters Score -377393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -377393.687500 Penalty: 766.841553
	Iteration 20F: 3 clusters Score -377393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -377392.875000 Penalty: 766.841553
	Iteration 21Q: 3 clusters Score -377392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -377392.187500 Penalty: 766.841553
	Iteration 22Q: 3 clusters Score -377392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -377390.718750 Penalty: 766.841553
	Iteration 23Q: 3 clusters Score -377390.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -377388.468750 Penalty: 766.841553
	Iteration 24Q: 3 clusters Score -377388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -377386.406250 Penalty: 766.841553
	Iteration 25Q: 3 clusters Score -377386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -377389.968750 Penalty: 766.841553
	Iteration 26Q: 3 clusters Score -377390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -377390.343750 Penalty: 766.841553
	Iteration 27Q: 3 clusters Score -377390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -377387.031250 Penalty: 766.841553
	Iteration 28Q: 3 clusters Score -377387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -377387.937500 Penalty: 766.841553
	Iteration 29Q: 3 clusters Score -377387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -377387.937500 Penalty: 766.841553
	Iteration 30F: 3 clusters Score -377387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -65073.750000 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -65073.75 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 451 members 
Entering Unmasked Estep 
Score: -64314.542969 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -64314.54 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64534.667969 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -64534.67 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64576.847656 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -64576.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64603.808594 Penalty: 622.489746
	Iteration 3Q: 3 clusters Score -64603.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64617.757812 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -64617.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64634.039062 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -64634.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64651.402344 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -64651.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64672.894531 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -64672.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64684.753906 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -64684.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64693.625000 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -64693.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64704.214844 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -64704.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64709.675781 Penalty: 622.489746
	Iteration 11Q: 3 clusters Score -64709.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64716.277344 Penalty: 622.489746
	Iteration 12Q: 3 clusters Score -64716.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64724.683594 Penalty: 622.489746
	Iteration 13Q: 3 clusters Score -64724.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64731.550781 Penalty: 622.489746
	Iteration 14Q: 3 clusters Score -64731.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64735.503906 Penalty: 622.489746
	Iteration 15Q: 3 clusters Score -64735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64738.968750 Penalty: 622.489746
	Iteration 16Q: 3 clusters Score -64738.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64743.039062 Penalty: 622.489746
	Iteration 17Q: 3 clusters Score -64743.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64747.328125 Penalty: 622.489746
	Iteration 18Q: 3 clusters Score -64747.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64752.312500 Penalty: 622.489746
	Iteration 19Q: 3 clusters Score -64752.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64760.687500 Penalty: 622.489746
	Iteration 20F: 3 clusters Score -64760.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64769.875000 Penalty: 622.489746
	Iteration 21Q: 3 clusters Score -64769.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64773.492188 Penalty: 622.489746
	Iteration 22Q: 3 clusters Score -64773.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64775.593750 Penalty: 622.489746
	Iteration 23Q: 3 clusters Score -64775.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64775.679688 Penalty: 622.489746
	Iteration 24Q: 3 clusters Score -64775.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64776.175781 Penalty: 622.489746
	Iteration 25Q: 3 clusters Score -64776.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -64776.406250 Penalty: 622.489746
	Iteration 26Q: 3 clusters Score -64776.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64777.015625 Penalty: 622.489746
	Iteration 27Q: 3 clusters Score -64777.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64777.640625 Penalty: 622.489746
	Iteration 28Q: 3 clusters Score -64777.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64778.445312 Penalty: 622.489746
	Iteration 29Q: 3 clusters Score -64778.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64778.976562 Penalty: 622.489746
	Iteration 30Q: 3 clusters Score -64778.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64778.976562 Penalty: 622.489746
	Iteration 31F: 3 clusters Score -64778.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (19418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Entering Unmasked Estep 
Score: -1538494.125000 Penalty: 449.264984
	Iteration 0F: 2 clusters Score -1538494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1525560.625000 Penalty: 898.529968
	Iteration 0F: 3 clusters Score -1525561 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1530767.875000 Penalty: 898.529968
	Iteration 1F: 3 clusters Score -1530768 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1530987.250000 Penalty: 898.529968
	Iteration 2Q: 3 clusters Score -1530987 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1531348.250000 Penalty: 898.529968
	Iteration 3Q: 3 clusters Score -1531348 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1531977.000000 Penalty: 898.529968
	Iteration 4Q: 3 clusters Score -1531977 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1533020.375000 Penalty: 898.529968
	Iteration 5F: 3 clusters Score -1533020 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1534360.500000 Penalty: 898.529968
	Iteration 6F: 3 clusters Score -1534360 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1535503.375000 Penalty: 898.529968
	Iteration 7F: 3 clusters Score -1535503 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1536263.000000 Penalty: 898.529968
	Iteration 8F: 3 clusters Score -1536263 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1536678.875000 Penalty: 898.529968
	Iteration 9Q: 3 clusters Score -1536679 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1536926.875000 Penalty: 898.529968
	Iteration 10Q: 3 clusters Score -1536927 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1537107.750000 Penalty: 898.529968
	Iteration 11Q: 3 clusters Score -1537108 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1537264.375000 Penalty: 898.529968
	Iteration 12Q: 3 clusters Score -1537264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1537442.875000 Penalty: 898.529968
	Iteration 13Q: 3 clusters Score -1537443 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1537632.375000 Penalty: 898.529968
	Iteration 14Q: 3 clusters Score -1537632 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1537787.250000 Penalty: 898.529968
	Iteration 15Q: 3 clusters Score -1537787 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1537883.625000 Penalty: 898.529968
	Iteration 16Q: 3 clusters Score -1537884 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1537932.625000 Penalty: 898.529968
	Iteration 17Q: 3 clusters Score -1537933 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1537962.125000 Penalty: 898.529968
	Iteration 18Q: 3 clusters Score -1537962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1537979.000000 Penalty: 898.529968
	Iteration 19Q: 3 clusters Score -1537979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1538014.625000 Penalty: 898.529968
	Iteration 20F: 3 clusters Score -1538015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1538036.000000 Penalty: 898.529968
	Iteration 21Q: 3 clusters Score -1538036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1538042.625000 Penalty: 898.529968
	Iteration 22Q: 3 clusters Score -1538043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1538048.875000 Penalty: 898.529968
	Iteration 23Q: 3 clusters Score -1538049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1538051.750000 Penalty: 898.529968
	Iteration 24Q: 3 clusters Score -1538052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1538055.750000 Penalty: 898.529968
	Iteration 25Q: 3 clusters Score -1538056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1538063.375000 Penalty: 898.529968
	Iteration 26Q: 3 clusters Score -1538063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1538065.500000 Penalty: 898.529968
	Iteration 27Q: 3 clusters Score -1538066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1538070.125000 Penalty: 898.529968
	Iteration 28Q: 3 clusters Score -1538070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1538069.625000 Penalty: 898.529968
	Iteration 29Q: 3 clusters Score -1538070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1538072.500000 Penalty: 898.529968
	Iteration 30Q: 3 clusters Score -1538072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1538073.125000 Penalty: 898.529968
	Iteration 31Q: 3 clusters Score -1538073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1538074.000000 Penalty: 898.529968
	Iteration 32Q: 3 clusters Score -1538074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1538074.000000 Penalty: 898.529968
	Iteration 33Q: 3 clusters Score -1538074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1538072.875000 Penalty: 898.529968
	Iteration 34Q: 3 clusters Score -1538073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1538074.875000 Penalty: 898.529968
	Iteration 35Q: 3 clusters Score -1538075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1538074.375000 Penalty: 898.529968
	Iteration 36Q: 3 clusters Score -1538074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1538072.750000 Penalty: 898.529968
	Iteration 37Q: 3 clusters Score -1538073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1538072.875000 Penalty: 898.529968
	Iteration 38Q: 3 clusters Score -1538073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1538076.375000 Penalty: 898.529968
	Iteration 39Q: 3 clusters Score -1538076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1538075.250000 Penalty: 898.529968
	Iteration 40F: 3 clusters Score -1538075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1538081.500000 Penalty: 898.529968
	Iteration 41Q: 3 clusters Score -1538082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1538083.125000 Penalty: 898.529968
	Iteration 42Q: 3 clusters Score -1538083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1538081.750000 Penalty: 898.529968
	Iteration 43Q: 3 clusters Score -1538082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1538082.500000 Penalty: 898.529968
	Iteration 44Q: 3 clusters Score -1538082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1538083.875000 Penalty: 898.529968
	Iteration 45Q: 3 clusters Score -1538084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1538084.250000 Penalty: 898.529968
	Iteration 46Q: 3 clusters Score -1538084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1538085.625000 Penalty: 898.529968
	Iteration 47Q: 3 clusters Score -1538086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1538084.125000 Penalty: 898.529968
	Iteration 48Q: 3 clusters Score -1538084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1538086.875000 Penalty: 898.529968
	Iteration 49Q: 3 clusters Score -1538087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1538087.500000 Penalty: 898.529968
	Iteration 50Q: 3 clusters Score -1538088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1538087.625000 Penalty: 898.529968
	Iteration 51Q: 3 clusters Score -1538088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1538087.000000 Penalty: 898.529968
	Iteration 52Q: 3 clusters Score -1538087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1538086.625000 Penalty: 898.529968
	Iteration 53Q: 3 clusters Score -1538087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1538089.000000 Penalty: 898.529968
	Iteration 54Q: 3 clusters Score -1538089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1538089.875000 Penalty: 898.529968
	Iteration 55Q: 3 clusters Score -1538090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1538089.625000 Penalty: 898.529968
	Iteration 56Q: 3 clusters Score -1538090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1538088.250000 Penalty: 898.529968
	Iteration 57Q: 3 clusters Score -1538088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1538087.000000 Penalty: 898.529968
	Iteration 58Q: 3 clusters Score -1538087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1538084.625000 Penalty: 898.529968
	Iteration 59Q: 3 clusters Score -1538085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1538085.750000 Penalty: 898.529968
	Iteration 60F: 3 clusters Score -1538086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1538084.000000 Penalty: 898.529968
	Iteration 61Q: 3 clusters Score -1538084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1538084.625000 Penalty: 898.529968
	Iteration 62Q: 3 clusters Score -1538085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1538084.625000 Penalty: 898.529968
	Iteration 63Q: 3 clusters Score -1538085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1538085.250000 Penalty: 898.529968
	Iteration 64Q: 3 clusters Score -1538085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1538086.250000 Penalty: 898.529968
	Iteration 65Q: 3 clusters Score -1538086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1538086.250000 Penalty: 898.529968
	Iteration 66F: 3 clusters Score -1538086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13880.133789 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13880.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13566.505859 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13566.51 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13638.485352 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13638.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13660.189453 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13660.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -13675.768555 Penalty: 496.044495
	Iteration 3Q: 3 clusters Score -13675.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -13688.463867 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13688.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13690.269531 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13690.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13693.506836 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13693.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13693.506836 Penalty: 496.044495
	Iteration 7F: 3 clusters Score -13693.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -11291.650391 Penalty: 239.452393
	Iteration 0F: 2 clusters Score -11291.65 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 90 members 
Entering Unmasked Estep 
Score: -11033.468750 Penalty: 478.904785
	Iteration 0F: 3 clusters Score -11033.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11089.215820 Penalty: 478.904785
	Iteration 1F: 3 clusters Score -11089.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11108.134766 Penalty: 478.904785
	Iteration 2F: 3 clusters Score -11108.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11120.300781 Penalty: 478.904785
	Iteration 3F: 3 clusters Score -11120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11122.780273 Penalty: 478.904785
	Iteration 4Q: 3 clusters Score -11122.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11125.440430 Penalty: 478.904785
	Iteration 5Q: 3 clusters Score -11125.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11125.696289 Penalty: 478.904785
	Iteration 6Q: 3 clusters Score -11125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11125.696289 Penalty: 478.904785
	Iteration 7F: 3 clusters Score -11125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11734.433594 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11734.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11446.659180 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11446.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11559.321289 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11559.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11581.414062 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11581.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11595.568359 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -11595.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11610.045898 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11610.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11615.097656 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11622.108398 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11622.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11623.825195 Penalty: 499.868591
	Iteration 7Q: 3 clusters Score -11623.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11623.825195 Penalty: 499.868591
	Iteration 8F: 3 clusters Score -11623.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -7544.241211 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -7544.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7344.283691 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -7344.284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -7361.720703 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -7361.721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7368.362793 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -7368.363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7373.659180 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -7373.659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -7375.197754 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -7375.198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7380.180176 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -7380.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -7381.942383 Penalty: 422.639587
	Iteration 6Q: 3 clusters Score -7381.942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7383.764160 Penalty: 422.639587
	Iteration 7Q: 3 clusters Score -7383.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -7383.764160 Penalty: 422.639587
	Iteration 8F: 3 clusters Score -7383.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -76133.171875 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -76133.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -75281.140625 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -75281.14 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75539.859375 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -75539.86 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75616.195312 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -75616.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75660.257812 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -75660.26 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75705.812500 Penalty: 632.872131
	Iteration 4F: 3 clusters Score -75705.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -75745.406250 Penalty: 632.872131
	Iteration 5F: 3 clusters Score -75745.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75779.054688 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -75779.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75810.007812 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -75810.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75830.953125 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -75830.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75845.578125 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -75845.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75859.015625 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -75859.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75877.320312 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -75877.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75889.609375 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -75889.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75899.484375 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -75899.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75907.867188 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -75907.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75911.726562 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -75911.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -75914.390625 Penalty: 632.872131
	Iteration 16Q: 3 clusters Score -75914.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75917.937500 Penalty: 632.872131
	Iteration 17Q: 3 clusters Score -75917.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75920.195312 Penalty: 632.872131
	Iteration 18Q: 3 clusters Score -75920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75923.367188 Penalty: 632.872131
	Iteration 19Q: 3 clusters Score -75923.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75927.000000 Penalty: 632.872131
	Iteration 20F: 3 clusters Score -75927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75929.210938 Penalty: 632.872131
	Iteration 21Q: 3 clusters Score -75929.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75930.601562 Penalty: 632.872131
	Iteration 22Q: 3 clusters Score -75930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75932.492188 Penalty: 632.872131
	Iteration 23Q: 3 clusters Score -75932.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -75934.843750 Penalty: 632.872131
	Iteration 24Q: 3 clusters Score -75934.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75938.617188 Penalty: 632.872131
	Iteration 25Q: 3 clusters Score -75938.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75940.289062 Penalty: 632.872131
	Iteration 26Q: 3 clusters Score -75940.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75940.687500 Penalty: 632.872131
	Iteration 27Q: 3 clusters Score -75940.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75941.265625 Penalty: 632.872131
	Iteration 28Q: 3 clusters Score -75941.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75941.265625 Penalty: 632.872131
	Iteration 29F: 3 clusters Score -75941.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (28340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Entering Unmasked Estep 
Score: -2302324.000000 Penalty: 466.467346
	Iteration 0F: 2 clusters Score -2302324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2285358.250000 Penalty: 932.934692
	Iteration 0F: 3 clusters Score -2285358 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2295335.500000 Penalty: 932.934692
	Iteration 1F: 3 clusters Score -2295336 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2297866.750000 Penalty: 932.934692
	Iteration 2F: 3 clusters Score -2297867 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2300625.500000 Penalty: 932.934692
	Iteration 3F: 3 clusters Score -2300626 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2302160.000000 Penalty: 932.934692
	Iteration 4F: 3 clusters Score -2302160 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2302583.500000 Penalty: 932.934692
	Iteration 5Q: 3 clusters Score -2302584 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2302791.000000 Penalty: 932.934692
	Iteration 6Q: 3 clusters Score -2302791 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2302846.250000 Penalty: 932.934692
	Iteration 7Q: 3 clusters Score -2302846 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2302954.500000 Penalty: 932.934692
	Iteration 8Q: 3 clusters Score -2302954 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2302968.000000 Penalty: 932.934692
	Iteration 9Q: 3 clusters Score -2302968 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2302997.000000 Penalty: 932.934692
	Iteration 10Q: 3 clusters Score -2302997 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2302979.250000 Penalty: 932.934692
	Iteration 11Q: 3 clusters Score -2302979 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2303013.500000 Penalty: 932.934692
	Iteration 12Q: 3 clusters Score -2303014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2302998.000000 Penalty: 932.934692
	Iteration 13Q: 3 clusters Score -2302998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2303017.750000 Penalty: 932.934692
	Iteration 14Q: 3 clusters Score -2303018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2303037.500000 Penalty: 932.934692
	Iteration 15Q: 3 clusters Score -2303038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2303046.500000 Penalty: 932.934692
	Iteration 16Q: 3 clusters Score -2303046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2303059.750000 Penalty: 932.934692
	Iteration 17Q: 3 clusters Score -2303060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2303051.750000 Penalty: 932.934692
	Iteration 18Q: 3 clusters Score -2303052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2303042.750000 Penalty: 932.934692
	Iteration 19Q: 3 clusters Score -2303043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2303042.500000 Penalty: 932.934692
	Iteration 20F: 3 clusters Score -2303042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2303041.750000 Penalty: 932.934692
	Iteration 21Q: 3 clusters Score -2303042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2303043.750000 Penalty: 932.934692
	Iteration 22Q: 3 clusters Score -2303044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2303042.750000 Penalty: 932.934692
	Iteration 23Q: 3 clusters Score -2303043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2303040.750000 Penalty: 932.934692
	Iteration 24Q: 3 clusters Score -2303041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2303045.750000 Penalty: 932.934692
	Iteration 25Q: 3 clusters Score -2303046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2303055.000000 Penalty: 932.934692
	Iteration 26Q: 3 clusters Score -2303055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2303052.750000 Penalty: 932.934692
	Iteration 27Q: 3 clusters Score -2303053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2303052.500000 Penalty: 932.934692
	Iteration 28Q: 3 clusters Score -2303052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2303050.000000 Penalty: 932.934692
	Iteration 29Q: 3 clusters Score -2303050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2303050.250000 Penalty: 932.934692
	Iteration 30Q: 3 clusters Score -2303050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2303050.250000 Penalty: 932.934692
	Iteration 31F: 3 clusters Score -2303050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23441 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17808 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 46533 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 8471 members 
Mstep: Class 39 contains 12124 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22129 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6517 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4568 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19418 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 8880 members 
Mstep: Class 59 contains 9870 members 
Mstep: Class 60 contains 14838 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21766 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8807 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38306 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13701 members 
Mstep: Class 71 contains 22650 members 
Mstep: Class 72 contains 1296 members 
Mstep: Class 73 contains 19460 members 
Entering Unmasked Estep 
Score: -42169948.000000 Penalty: 43941.359375
Splitting cluster 58 changes total score from -42169512.000000 to -42169948.000000
So it's getting split into cluster 73.
Entering ConstructFrom: 
Trying to split cluster 59 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -795055.500000 Penalty: 418.475098
	Iteration 0F: 2 clusters Score -795055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -788509.562500 Penalty: 836.950195
	Iteration 0F: 3 clusters Score -788509.6 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -791059.437500 Penalty: 836.950195
	Iteration 1F: 3 clusters Score -791059.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -791294.500000 Penalty: 836.950195
	Iteration 2F: 3 clusters Score -791294.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -791612.812500 Penalty: 836.950195
	Iteration 3F: 3 clusters Score -791612.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -792070.812500 Penalty: 836.950195
	Iteration 4F: 3 clusters Score -792070.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -792748.937500 Penalty: 836.950195
	Iteration 5F: 3 clusters Score -792748.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -793517.062500 Penalty: 836.950195
	Iteration 6F: 3 clusters Score -793517.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -794099.125000 Penalty: 836.950195
	Iteration 7F: 3 clusters Score -794099.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -794406.250000 Penalty: 836.950195
	Iteration 8Q: 3 clusters Score -794406.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -794559.875000 Penalty: 836.950195
	Iteration 9Q: 3 clusters Score -794559.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -794606.375000 Penalty: 836.950195
	Iteration 10Q: 3 clusters Score -794606.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -794639.062500 Penalty: 836.950195
	Iteration 11Q: 3 clusters Score -794639.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -794653.375000 Penalty: 836.950195
	Iteration 12Q: 3 clusters Score -794653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -794668.687500 Penalty: 836.950195
	Iteration 13Q: 3 clusters Score -794668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -794680.500000 Penalty: 836.950195
	Iteration 14Q: 3 clusters Score -794680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -794684.125000 Penalty: 836.950195
	Iteration 15Q: 3 clusters Score -794684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -794693.625000 Penalty: 836.950195
	Iteration 16Q: 3 clusters Score -794693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -794697.937500 Penalty: 836.950195
	Iteration 17Q: 3 clusters Score -794697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -794705.687500 Penalty: 836.950195
	Iteration 18Q: 3 clusters Score -794705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -794707.687500 Penalty: 836.950195
	Iteration 19Q: 3 clusters Score -794707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -794707.687500 Penalty: 836.950195
	Iteration 20F: 3 clusters Score -794707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (14838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Entering Unmasked Estep 
Score: -1178586.000000 Penalty: 437.025085
	Iteration 0F: 2 clusters Score -1178586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1168638.375000 Penalty: 874.050171
	Iteration 0F: 3 clusters Score -1168638 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1172834.625000 Penalty: 874.050171
	Iteration 1F: 3 clusters Score -1172835 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1173155.625000 Penalty: 874.050171
	Iteration 2F: 3 clusters Score -1173156 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1173721.500000 Penalty: 874.050171
	Iteration 3F: 3 clusters Score -1173722 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1174646.625000 Penalty: 874.050171
	Iteration 4F: 3 clusters Score -1174647 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1175865.500000 Penalty: 874.050171
	Iteration 5F: 3 clusters Score -1175866 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1177014.375000 Penalty: 874.050171
	Iteration 6F: 3 clusters Score -1177014 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1177743.375000 Penalty: 874.050171
	Iteration 7Q: 3 clusters Score -1177743 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1178056.625000 Penalty: 874.050171
	Iteration 8Q: 3 clusters Score -1178057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1178145.125000 Penalty: 874.050171
	Iteration 9Q: 3 clusters Score -1178145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1178178.625000 Penalty: 874.050171
	Iteration 10Q: 3 clusters Score -1178179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1178205.500000 Penalty: 874.050171
	Iteration 11Q: 3 clusters Score -1178206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1178212.750000 Penalty: 874.050171
	Iteration 12Q: 3 clusters Score -1178213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1178217.000000 Penalty: 874.050171
	Iteration 13Q: 3 clusters Score -1178217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1178222.250000 Penalty: 874.050171
	Iteration 14Q: 3 clusters Score -1178222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1178222.250000 Penalty: 874.050171
	Iteration 15F: 3 clusters Score -1178222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10181.314453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10181.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9923.074219 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -9923.074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10055.247070 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -10055.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10088.804688 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -10088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10101.457031 Penalty: 491.232819
	Iteration 3Q: 3 clusters Score -10101.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10101.948242 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10101.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10103.607422 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10103.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10108.486328 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10108.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10110.371094 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10110.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10110.371094 Penalty: 491.232819
	Iteration 8F: 3 clusters Score -10110.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (21766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Entering Unmasked Estep 
Score: -1757266.875000 Penalty: 454.458771
	Iteration 0F: 2 clusters Score -1757267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1742985.625000 Penalty: 908.917542
	Iteration 0F: 3 clusters Score -1742986 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1749582.000000 Penalty: 908.917542
	Iteration 1F: 3 clusters Score -1749582 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1750457.500000 Penalty: 908.917542
	Iteration 2F: 3 clusters Score -1750458 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1751789.750000 Penalty: 908.917542
	Iteration 3F: 3 clusters Score -1751790 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1753477.125000 Penalty: 908.917542
	Iteration 4F: 3 clusters Score -1753477 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1754743.250000 Penalty: 908.917542
	Iteration 5F: 3 clusters Score -1754743 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1755563.875000 Penalty: 908.917542
	Iteration 6Q: 3 clusters Score -1755564 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1756200.625000 Penalty: 908.917542
	Iteration 7Q: 3 clusters Score -1756201 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1756681.750000 Penalty: 908.917542
	Iteration 8Q: 3 clusters Score -1756682 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1756955.375000 Penalty: 908.917542
	Iteration 9Q: 3 clusters Score -1756955 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1757116.875000 Penalty: 908.917542
	Iteration 10Q: 3 clusters Score -1757117 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1757205.375000 Penalty: 908.917542
	Iteration 11Q: 3 clusters Score -1757205 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1757257.125000 Penalty: 908.917542
	Iteration 12Q: 3 clusters Score -1757257 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1757281.500000 Penalty: 908.917542
	Iteration 13Q: 3 clusters Score -1757282 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1757291.250000 Penalty: 908.917542
	Iteration 14Q: 3 clusters Score -1757291 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1757296.625000 Penalty: 908.917542
	Iteration 15Q: 3 clusters Score -1757297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1757293.875000 Penalty: 908.917542
	Iteration 16Q: 3 clusters Score -1757294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1757293.500000 Penalty: 908.917542
	Iteration 17Q: 3 clusters Score -1757294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1757289.250000 Penalty: 908.917542
	Iteration 18Q: 3 clusters Score -1757289 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1757287.625000 Penalty: 908.917542
	Iteration 19Q: 3 clusters Score -1757288 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1757287.000000 Penalty: 908.917542
	Iteration 20F: 3 clusters Score -1757287 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1757287.875000 Penalty: 908.917542
	Iteration 21Q: 3 clusters Score -1757288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1757284.000000 Penalty: 908.917542
	Iteration 22Q: 3 clusters Score -1757284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1757292.000000 Penalty: 908.917542
	Iteration 23Q: 3 clusters Score -1757292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1757294.625000 Penalty: 908.917542
	Iteration 24Q: 3 clusters Score -1757295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1757287.875000 Penalty: 908.917542
	Iteration 25Q: 3 clusters Score -1757288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1757288.125000 Penalty: 908.917542
	Iteration 26Q: 3 clusters Score -1757288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1757292.125000 Penalty: 908.917542
	Iteration 27Q: 3 clusters Score -1757292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1757290.375000 Penalty: 908.917542
	Iteration 28Q: 3 clusters Score -1757290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1757293.375000 Penalty: 908.917542
	Iteration 29Q: 3 clusters Score -1757293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1757283.125000 Penalty: 908.917542
	Iteration 30Q: 3 clusters Score -1757283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1757277.250000 Penalty: 908.917542
	Iteration 31Q: 3 clusters Score -1757277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1757283.625000 Penalty: 908.917542
	Iteration 32Q: 3 clusters Score -1757284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1757276.750000 Penalty: 908.917542
	Iteration 33Q: 3 clusters Score -1757277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1757267.625000 Penalty: 908.917542
	Iteration 34Q: 3 clusters Score -1757268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1757270.000000 Penalty: 908.917542
	Iteration 35Q: 3 clusters Score -1757270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1757267.750000 Penalty: 908.917542
	Iteration 36Q: 3 clusters Score -1757268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1757267.125000 Penalty: 908.917542
	Iteration 37Q: 3 clusters Score -1757267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1757262.500000 Penalty: 908.917542
	Iteration 38Q: 3 clusters Score -1757262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1757261.250000 Penalty: 908.917542
	Iteration 39Q: 3 clusters Score -1757261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1757258.625000 Penalty: 908.917542
	Iteration 40F: 3 clusters Score -1757259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1757259.375000 Penalty: 908.917542
	Iteration 41Q: 3 clusters Score -1757259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1757258.000000 Penalty: 908.917542
	Iteration 42Q: 3 clusters Score -1757258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1757258.875000 Penalty: 908.917542
	Iteration 43Q: 3 clusters Score -1757259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1757258.750000 Penalty: 908.917542
	Iteration 44Q: 3 clusters Score -1757259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1757261.750000 Penalty: 908.917542
	Iteration 45Q: 3 clusters Score -1757262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1757262.750000 Penalty: 908.917542
	Iteration 46Q: 3 clusters Score -1757263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1757259.125000 Penalty: 908.917542
	Iteration 47Q: 3 clusters Score -1757259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1757262.250000 Penalty: 908.917542
	Iteration 48Q: 3 clusters Score -1757262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1757258.500000 Penalty: 908.917542
	Iteration 49Q: 3 clusters Score -1757258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1757262.250000 Penalty: 908.917542
	Iteration 50Q: 3 clusters Score -1757262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1757265.000000 Penalty: 908.917542
	Iteration 51Q: 3 clusters Score -1757265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1757265.375000 Penalty: 908.917542
	Iteration 52Q: 3 clusters Score -1757265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1757261.375000 Penalty: 908.917542
	Iteration 53Q: 3 clusters Score -1757261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1757257.750000 Penalty: 908.917542
	Iteration 54Q: 3 clusters Score -1757258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1757261.375000 Penalty: 908.917542
	Iteration 55Q: 3 clusters Score -1757261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1757261.375000 Penalty: 908.917542
	Iteration 56Q: 3 clusters Score -1757261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1757261.750000 Penalty: 908.917542
	Iteration 57Q: 3 clusters Score -1757262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1757258.125000 Penalty: 908.917542
	Iteration 58Q: 3 clusters Score -1757258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1757257.500000 Penalty: 908.917542
	Iteration 59Q: 3 clusters Score -1757258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1757254.875000 Penalty: 908.917542
	Iteration 60F: 3 clusters Score -1757255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1757254.500000 Penalty: 908.917542
	Iteration 61Q: 3 clusters Score -1757254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1757251.750000 Penalty: 908.917542
	Iteration 62Q: 3 clusters Score -1757252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1757251.000000 Penalty: 908.917542
	Iteration 63Q: 3 clusters Score -1757251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1757252.500000 Penalty: 908.917542
	Iteration 64Q: 3 clusters Score -1757252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1757251.000000 Penalty: 908.917542
	Iteration 65Q: 3 clusters Score -1757251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1757254.000000 Penalty: 908.917542
	Iteration 66Q: 3 clusters Score -1757254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1757254.000000 Penalty: 908.917542
	Iteration 67F: 3 clusters Score -1757254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -12921.390625 Penalty: 242.196960
	Iteration 0F: 2 clusters Score -12921.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12644.987305 Penalty: 484.393921
	Iteration 0F: 3 clusters Score -12644.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12706.489258 Penalty: 484.393921
	Iteration 1F: 3 clusters Score -12706.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12727.925781 Penalty: 484.393921
	Iteration 2F: 3 clusters Score -12727.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12738.161133 Penalty: 484.393921
	Iteration 3Q: 3 clusters Score -12738.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12745.558594 Penalty: 484.393921
	Iteration 4Q: 3 clusters Score -12745.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12753.783203 Penalty: 484.393921
	Iteration 5Q: 3 clusters Score -12753.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12757.435547 Penalty: 484.393921
	Iteration 6Q: 3 clusters Score -12757.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12761.434570 Penalty: 484.393921
	Iteration 7Q: 3 clusters Score -12761.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12764.717773 Penalty: 484.393921
	Iteration 8Q: 3 clusters Score -12764.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12766.873047 Penalty: 484.393921
	Iteration 9Q: 3 clusters Score -12766.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12769.995117 Penalty: 484.393921
	Iteration 10Q: 3 clusters Score -12770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12774.683594 Penalty: 484.393921
	Iteration 11Q: 3 clusters Score -12774.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12781.430664 Penalty: 484.393921
	Iteration 12Q: 3 clusters Score -12781.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12782.504883 Penalty: 484.393921
	Iteration 13Q: 3 clusters Score -12782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12783.319336 Penalty: 484.393921
	Iteration 14Q: 3 clusters Score -12783.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12783.583984 Penalty: 484.393921
	Iteration 15Q: 3 clusters Score -12783.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12783.583984 Penalty: 484.393921
	Iteration 16F: 3 clusters Score -12783.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -715050.812500 Penalty: 413.290253
	Iteration 0F: 2 clusters Score -715050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -709125.250000 Penalty: 826.580505
	Iteration 0F: 3 clusters Score -709125.2 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -711609.812500 Penalty: 826.580505
	Iteration 1F: 3 clusters Score -711609.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -711878.375000 Penalty: 826.580505
	Iteration 2F: 3 clusters Score -711878.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -712160.187500 Penalty: 826.580505
	Iteration 3F: 3 clusters Score -712160.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -712444.125000 Penalty: 826.580505
	Iteration 4F: 3 clusters Score -712444.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -712744.437500 Penalty: 826.580505
	Iteration 5F: 3 clusters Score -712744.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -713061.625000 Penalty: 826.580505
	Iteration 6Q: 3 clusters Score -713061.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -713416.687500 Penalty: 826.580505
	Iteration 7Q: 3 clusters Score -713416.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -713734.875000 Penalty: 826.580505
	Iteration 8Q: 3 clusters Score -713734.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -713904.625000 Penalty: 826.580505
	Iteration 9Q: 3 clusters Score -713904.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -714036.500000 Penalty: 826.580505
	Iteration 10Q: 3 clusters Score -714036.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -714136.687500 Penalty: 826.580505
	Iteration 11Q: 3 clusters Score -714136.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -714229.250000 Penalty: 826.580505
	Iteration 12Q: 3 clusters Score -714229.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -714300.750000 Penalty: 826.580505
	Iteration 13Q: 3 clusters Score -714300.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -714364.562500 Penalty: 826.580505
	Iteration 14Q: 3 clusters Score -714364.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -714416.312500 Penalty: 826.580505
	Iteration 15Q: 3 clusters Score -714416.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -714468.125000 Penalty: 826.580505
	Iteration 16Q: 3 clusters Score -714468.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -714525.312500 Penalty: 826.580505
	Iteration 17Q: 3 clusters Score -714525.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -714575.687500 Penalty: 826.580505
	Iteration 18Q: 3 clusters Score -714575.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -714621.187500 Penalty: 826.580505
	Iteration 19Q: 3 clusters Score -714621.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -714655.250000 Penalty: 826.580505
	Iteration 20F: 3 clusters Score -714655.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -714687.687500 Penalty: 826.580505
	Iteration 21Q: 3 clusters Score -714687.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -714708.250000 Penalty: 826.580505
	Iteration 22Q: 3 clusters Score -714708.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -714714.000000 Penalty: 826.580505
	Iteration 23Q: 3 clusters Score -714714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -714721.875000 Penalty: 826.580505
	Iteration 24Q: 3 clusters Score -714721.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -714717.625000 Penalty: 826.580505
	Iteration 25Q: 3 clusters Score -714717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -714719.250000 Penalty: 826.580505
	Iteration 26Q: 3 clusters Score -714719.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -714721.312500 Penalty: 826.580505
	Iteration 27Q: 3 clusters Score -714721.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -714720.000000 Penalty: 826.580505
	Iteration 28Q: 3 clusters Score -714720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -714718.937500 Penalty: 826.580505
	Iteration 29Q: 3 clusters Score -714718.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -714716.125000 Penalty: 826.580505
	Iteration 30Q: 3 clusters Score -714716.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -714714.375000 Penalty: 826.580505
	Iteration 31Q: 3 clusters Score -714714.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -714716.000000 Penalty: 826.580505
	Iteration 32Q: 3 clusters Score -714716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -714715.750000 Penalty: 826.580505
	Iteration 33Q: 3 clusters Score -714715.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -714712.187500 Penalty: 826.580505
	Iteration 34Q: 3 clusters Score -714712.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -714709.562500 Penalty: 826.580505
	Iteration 35Q: 3 clusters Score -714709.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -714702.875000 Penalty: 826.580505
	Iteration 36Q: 3 clusters Score -714702.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -714700.875000 Penalty: 826.580505
	Iteration 37Q: 3 clusters Score -714700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -714698.375000 Penalty: 826.580505
	Iteration 38Q: 3 clusters Score -714698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -714700.125000 Penalty: 826.580505
	Iteration 39Q: 3 clusters Score -714700.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -714704.875000 Penalty: 826.580505
	Iteration 40F: 3 clusters Score -714704.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -714700.812500 Penalty: 826.580505
	Iteration 41Q: 3 clusters Score -714700.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -714697.750000 Penalty: 826.580505
	Iteration 42Q: 3 clusters Score -714697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -714699.687500 Penalty: 826.580505
	Iteration 43Q: 3 clusters Score -714699.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -714702.062500 Penalty: 826.580505
	Iteration 44Q: 3 clusters Score -714702.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -714697.687500 Penalty: 826.580505
	Iteration 45Q: 3 clusters Score -714697.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -714694.375000 Penalty: 826.580505
	Iteration 46Q: 3 clusters Score -714694.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -714685.812500 Penalty: 826.580505
	Iteration 47Q: 3 clusters Score -714685.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -714682.875000 Penalty: 826.580505
	Iteration 48Q: 3 clusters Score -714682.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -714683.000000 Penalty: 826.580505
	Iteration 49Q: 3 clusters Score -714683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -714684.437500 Penalty: 826.580505
	Iteration 50Q: 3 clusters Score -714684.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -714684.312500 Penalty: 826.580505
	Iteration 51Q: 3 clusters Score -714684.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -714682.437500 Penalty: 826.580505
	Iteration 52Q: 3 clusters Score -714682.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -714680.812500 Penalty: 826.580505
	Iteration 53Q: 3 clusters Score -714680.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -714685.437500 Penalty: 826.580505
	Iteration 54Q: 3 clusters Score -714685.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -714687.625000 Penalty: 826.580505
	Iteration 55Q: 3 clusters Score -714687.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -714684.687500 Penalty: 826.580505
	Iteration 56Q: 3 clusters Score -714684.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -714685.875000 Penalty: 826.580505
	Iteration 57Q: 3 clusters Score -714685.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -714690.000000 Penalty: 826.580505
	Iteration 58Q: 3 clusters Score -714690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -714688.375000 Penalty: 826.580505
	Iteration 59Q: 3 clusters Score -714688.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -714685.750000 Penalty: 826.580505
	Iteration 60F: 3 clusters Score -714685.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -714680.937500 Penalty: 826.580505
	Iteration 61Q: 3 clusters Score -714680.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -714681.375000 Penalty: 826.580505
	Iteration 62Q: 3 clusters Score -714681.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -714681.750000 Penalty: 826.580505
	Iteration 63Q: 3 clusters Score -714681.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -714685.375000 Penalty: 826.580505
	Iteration 64Q: 3 clusters Score -714685.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -714688.000000 Penalty: 826.580505
	Iteration 65Q: 3 clusters Score -714688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -714681.437500 Penalty: 826.580505
	Iteration 66Q: 3 clusters Score -714681.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -714681.750000 Penalty: 826.580505
	Iteration 67Q: 3 clusters Score -714681.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -714676.687500 Penalty: 826.580505
	Iteration 68Q: 3 clusters Score -714676.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -714670.250000 Penalty: 826.580505
	Iteration 69Q: 3 clusters Score -714670.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -714675.750000 Penalty: 826.580505
	Iteration 70Q: 3 clusters Score -714675.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -714677.687500 Penalty: 826.580505
	Iteration 71Q: 3 clusters Score -714677.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -714679.500000 Penalty: 826.580505
	Iteration 72Q: 3 clusters Score -714679.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -714680.375000 Penalty: 826.580505
	Iteration 73Q: 3 clusters Score -714680.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -714687.687500 Penalty: 826.580505
	Iteration 74Q: 3 clusters Score -714687.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -714689.625000 Penalty: 826.580505
	Iteration 75Q: 3 clusters Score -714689.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -714687.500000 Penalty: 826.580505
	Iteration 76Q: 3 clusters Score -714687.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -714689.937500 Penalty: 826.580505
	Iteration 77Q: 3 clusters Score -714689.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -714696.750000 Penalty: 826.580505
	Iteration 78Q: 3 clusters Score -714696.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -714696.937500 Penalty: 826.580505
	Iteration 79Q: 3 clusters Score -714696.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -714700.312500 Penalty: 826.580505
	Iteration 80F: 3 clusters Score -714700.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -714704.125000 Penalty: 826.580505
	Iteration 81Q: 3 clusters Score -714704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -714704.250000 Penalty: 826.580505
	Iteration 82Q: 3 clusters Score -714704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -714705.937500 Penalty: 826.580505
	Iteration 83Q: 3 clusters Score -714705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -714706.125000 Penalty: 826.580505
	Iteration 84Q: 3 clusters Score -714706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -714706.562500 Penalty: 826.580505
	Iteration 85Q: 3 clusters Score -714706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -714705.937500 Penalty: 826.580505
	Iteration 86Q: 3 clusters Score -714705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -714706.437500 Penalty: 826.580505
	Iteration 87Q: 3 clusters Score -714706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -714706.625000 Penalty: 826.580505
	Iteration 88Q: 3 clusters Score -714706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -714707.687500 Penalty: 826.580505
	Iteration 89Q: 3 clusters Score -714707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -714708.062500 Penalty: 826.580505
	Iteration 90Q: 3 clusters Score -714708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -714708.062500 Penalty: 826.580505
	Iteration 91Q: 3 clusters Score -714708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -714707.937500 Penalty: 826.580505
	Iteration 92Q: 3 clusters Score -714707.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -714707.437500 Penalty: 826.580505
	Iteration 93Q: 3 clusters Score -714707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -714707.437500 Penalty: 826.580505
	Iteration 94F: 3 clusters Score -714707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5655.007324 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5655.007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5388.666992 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5388.667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5455.215820 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5455.216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5477.145996 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5477.146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5489.383789 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -5489.384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5498.824219 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5498.824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5502.933594 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5502.934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5505.176270 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -5505.176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5509.941406 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -5509.941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5515.024902 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -5515.025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5515.024902 Penalty: 474.559143
	Iteration 9F: 3 clusters Score -5515.025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -73433.679688 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -73433.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72641.914062 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -72641.91 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72867.140625 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -72867.14 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72933.273438 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -72933.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72989.507812 Penalty: 627.507141
	Iteration 3F: 3 clusters Score -72989.51 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73066.437500 Penalty: 627.507141
	Iteration 4F: 3 clusters Score -73066.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73119.093750 Penalty: 627.507141
	Iteration 5F: 3 clusters Score -73119.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73163.273438 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -73163.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -73186.492188 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -73186.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -73209.742188 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -73209.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -73231.429688 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -73231.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -73244.250000 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -73244.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -73254.085938 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -73254.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -73261.546875 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -73261.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -73264.718750 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -73264.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -73269.226562 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -73269.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -73269.398438 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -73269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -73271.367188 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -73271.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -73272.789062 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -73272.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -73274.109375 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -73274.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -73274.109375 Penalty: 627.507141
	Iteration 19F: 3 clusters Score -73274.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -30749.312500 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -30749.31 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 259 members 
Entering Unmasked Estep 
Score: -30301.908203 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -30301.91 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30472.058594 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -30472.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30511.347656 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -30511.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30533.496094 Penalty: 565.711182
	Iteration 3F: 3 clusters Score -30533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30563.203125 Penalty: 565.711182
	Iteration 4F: 3 clusters Score -30563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -30574.431641 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -30574.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30583.871094 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -30583.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -30587.177734 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -30587.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30589.976562 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -30589.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -30591.154297 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -30591.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30591.509766 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -30591.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30592.199219 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -30592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -30592.199219 Penalty: 565.711182
	Iteration 12F: 3 clusters Score -30592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (38306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Entering Unmasked Estep 
Score: -3096395.750000 Penalty: 480.177979
	Iteration 0F: 2 clusters Score -3096396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3075781.500000 Penalty: 960.355957
	Iteration 0F: 3 clusters Score -3075782 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3086769.000000 Penalty: 960.355957
	Iteration 1F: 3 clusters Score -3086769 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3087759.000000 Penalty: 960.355957
	Iteration 2F: 3 clusters Score -3087759 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3089550.500000 Penalty: 960.355957
	Iteration 3F: 3 clusters Score -3089550 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3091833.500000 Penalty: 960.355957
	Iteration 4F: 3 clusters Score -3091834 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3093285.500000 Penalty: 960.355957
	Iteration 5F: 3 clusters Score -3093286 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3093619.000000 Penalty: 960.355957
	Iteration 6Q: 3 clusters Score -3093619 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3093672.000000 Penalty: 960.355957
	Iteration 7Q: 3 clusters Score -3093672 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3093734.750000 Penalty: 960.355957
	Iteration 8Q: 3 clusters Score -3093735 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3093757.250000 Penalty: 960.355957
	Iteration 9Q: 3 clusters Score -3093757 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3093802.250000 Penalty: 960.355957
	Iteration 10Q: 3 clusters Score -3093802 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3093869.250000 Penalty: 960.355957
	Iteration 11Q: 3 clusters Score -3093869 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3093950.250000 Penalty: 960.355957
	Iteration 12Q: 3 clusters Score -3093950 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3093998.500000 Penalty: 960.355957
	Iteration 13Q: 3 clusters Score -3093998 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3094049.750000 Penalty: 960.355957
	Iteration 14Q: 3 clusters Score -3094050 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3094100.500000 Penalty: 960.355957
	Iteration 15Q: 3 clusters Score -3094100 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3094053.750000 Penalty: 960.355957
	Iteration 16Q: 3 clusters Score -3094054 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3093906.500000 Penalty: 960.355957
	Iteration 17Q: 3 clusters Score -3093906 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3093765.250000 Penalty: 960.355957
	Iteration 18Q: 3 clusters Score -3093765 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3093618.500000 Penalty: 960.355957
	Iteration 19Q: 3 clusters Score -3093618 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3093624.250000 Penalty: 960.355957
	Iteration 20F: 3 clusters Score -3093624 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -3093877.750000 Penalty: 960.355957
	Iteration 21F: 3 clusters Score -3093878 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -3094425.500000 Penalty: 960.355957
	Iteration 22F: 3 clusters Score -3094426 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -3095138.000000 Penalty: 960.355957
	Iteration 23F: 3 clusters Score -3095138 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -3096024.000000 Penalty: 960.355957
	Iteration 24Q: 3 clusters Score -3096024 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3096151.000000 Penalty: 960.355957
	Iteration 25Q: 3 clusters Score -3096151 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3096055.250000 Penalty: 960.355957
	Iteration 26Q: 3 clusters Score -3096055 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -3096008.000000 Penalty: 960.355957
	Iteration 27Q: 3 clusters Score -3096008 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3095998.000000 Penalty: 960.355957
	Iteration 28Q: 3 clusters Score -3095998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3096026.500000 Penalty: 960.355957
	Iteration 29Q: 3 clusters Score -3096026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -3096018.750000 Penalty: 960.355957
	Iteration 30Q: 3 clusters Score -3096019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3096011.250000 Penalty: 960.355957
	Iteration 31Q: 3 clusters Score -3096011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -3096027.500000 Penalty: 960.355957
	Iteration 32Q: 3 clusters Score -3096028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -3096036.750000 Penalty: 960.355957
	Iteration 33Q: 3 clusters Score -3096037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -3096039.250000 Penalty: 960.355957
	Iteration 34Q: 3 clusters Score -3096039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -3096039.000000 Penalty: 960.355957
	Iteration 35Q: 3 clusters Score -3096039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -3096050.750000 Penalty: 960.355957
	Iteration 36Q: 3 clusters Score -3096051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -3096048.500000 Penalty: 960.355957
	Iteration 37Q: 3 clusters Score -3096048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -3096052.500000 Penalty: 960.355957
	Iteration 38Q: 3 clusters Score -3096052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -3096057.500000 Penalty: 960.355957
	Iteration 39Q: 3 clusters Score -3096058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -3096051.500000 Penalty: 960.355957
	Iteration 40F: 3 clusters Score -3096052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -3096050.250000 Penalty: 960.355957
	Iteration 41Q: 3 clusters Score -3096050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -3096051.750000 Penalty: 960.355957
	Iteration 42Q: 3 clusters Score -3096052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -3096050.750000 Penalty: 960.355957
	Iteration 43Q: 3 clusters Score -3096051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -3096047.500000 Penalty: 960.355957
	Iteration 44Q: 3 clusters Score -3096048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -3096049.250000 Penalty: 960.355957
	Iteration 45Q: 3 clusters Score -3096049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3096050.750000 Penalty: 960.355957
	Iteration 46Q: 3 clusters Score -3096051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3096050.750000 Penalty: 960.355957
	Iteration 47F: 3 clusters Score -3096051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 69 (142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Entering Unmasked Estep 
Score: -9281.989258 Penalty: 225.490143
	Iteration 0F: 2 clusters Score -9281.989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9090.708984 Penalty: 450.980286
	Iteration 0F: 3 clusters Score -9090.709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9155.653320 Penalty: 450.980286
	Iteration 1F: 3 clusters Score -9155.653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9166.654297 Penalty: 450.980286
	Iteration 2F: 3 clusters Score -9166.654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9167.482422 Penalty: 450.980286
	Iteration 3Q: 3 clusters Score -9167.482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9167.991211 Penalty: 450.980286
	Iteration 4Q: 3 clusters Score -9167.991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9167.991211 Penalty: 450.980286
	Iteration 5F: 3 clusters Score -9167.991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (13701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Entering Unmasked Estep 
Score: -1115899.000000 Penalty: 433.397675
	Iteration 0F: 2 clusters Score -1115899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1106835.500000 Penalty: 866.795349
	Iteration 0F: 3 clusters Score -1106836 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1110403.250000 Penalty: 866.795349
	Iteration 1F: 3 clusters Score -1110403 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1110510.250000 Penalty: 866.795349
	Iteration 2Q: 3 clusters Score -1110510 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1110607.500000 Penalty: 866.795349
	Iteration 3Q: 3 clusters Score -1110608 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1110721.000000 Penalty: 866.795349
	Iteration 4Q: 3 clusters Score -1110721 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1110858.250000 Penalty: 866.795349
	Iteration 5Q: 3 clusters Score -1110858 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1111047.250000 Penalty: 866.795349
	Iteration 6Q: 3 clusters Score -1111047 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1111317.375000 Penalty: 866.795349
	Iteration 7Q: 3 clusters Score -1111317 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1111785.750000 Penalty: 866.795349
	Iteration 8Q: 3 clusters Score -1111786 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1112407.375000 Penalty: 866.795349
	Iteration 9F: 3 clusters Score -1112407 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1112870.500000 Penalty: 866.795349
	Iteration 10F: 3 clusters Score -1112870 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1113042.375000 Penalty: 866.795349
	Iteration 11Q: 3 clusters Score -1113042 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1113085.625000 Penalty: 866.795349
	Iteration 12Q: 3 clusters Score -1113086 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1113110.500000 Penalty: 866.795349
	Iteration 13Q: 3 clusters Score -1113110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1113127.250000 Penalty: 866.795349
	Iteration 14Q: 3 clusters Score -1113127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1113143.000000 Penalty: 866.795349
	Iteration 15Q: 3 clusters Score -1113143 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1113154.125000 Penalty: 866.795349
	Iteration 16Q: 3 clusters Score -1113154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1113162.750000 Penalty: 866.795349
	Iteration 17Q: 3 clusters Score -1113163 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1113174.125000 Penalty: 866.795349
	Iteration 18Q: 3 clusters Score -1113174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1113186.250000 Penalty: 866.795349
	Iteration 19Q: 3 clusters Score -1113186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1113209.250000 Penalty: 866.795349
	Iteration 20F: 3 clusters Score -1113209 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1113232.250000 Penalty: 866.795349
	Iteration 21Q: 3 clusters Score -1113232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1113260.125000 Penalty: 866.795349
	Iteration 22Q: 3 clusters Score -1113260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 866.795349
	Iteration 23Q: 3 clusters Score -1113290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1113313.125000 Penalty: 866.795349
	Iteration 24Q: 3 clusters Score -1113313 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1113333.000000 Penalty: 866.795349
	Iteration 25Q: 3 clusters Score -1113333 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1113364.375000 Penalty: 866.795349
	Iteration 26Q: 3 clusters Score -1113364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1113396.125000 Penalty: 866.795349
	Iteration 27Q: 3 clusters Score -1113396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1113438.000000 Penalty: 866.795349
	Iteration 28Q: 3 clusters Score -1113438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1113474.875000 Penalty: 866.795349
	Iteration 29Q: 3 clusters Score -1113475 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1113518.500000 Penalty: 866.795349
	Iteration 30Q: 3 clusters Score -1113518 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1113566.750000 Penalty: 866.795349
	Iteration 31Q: 3 clusters Score -1113567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1113617.125000 Penalty: 866.795349
	Iteration 32Q: 3 clusters Score -1113617 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1113674.250000 Penalty: 866.795349
	Iteration 33Q: 3 clusters Score -1113674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1113747.500000 Penalty: 866.795349
	Iteration 34Q: 3 clusters Score -1113748 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1113836.500000 Penalty: 866.795349
	Iteration 35Q: 3 clusters Score -1113836 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1113932.375000 Penalty: 866.795349
	Iteration 36Q: 3 clusters Score -1113932 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1114060.750000 Penalty: 866.795349
	Iteration 37Q: 3 clusters Score -1114061 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1114208.375000 Penalty: 866.795349
	Iteration 38Q: 3 clusters Score -1114208 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1114374.250000 Penalty: 866.795349
	Iteration 39Q: 3 clusters Score -1114374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1114534.125000 Penalty: 866.795349
	Iteration 40F: 3 clusters Score -1114534 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1114695.000000 Penalty: 866.795349
	Iteration 41Q: 3 clusters Score -1114695 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1114863.375000 Penalty: 866.795349
	Iteration 42Q: 3 clusters Score -1114863 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1115010.375000 Penalty: 866.795349
	Iteration 43Q: 3 clusters Score -1115010 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1115171.500000 Penalty: 866.795349
	Iteration 44Q: 3 clusters Score -1115172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1115298.750000 Penalty: 866.795349
	Iteration 45Q: 3 clusters Score -1115299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1115385.250000 Penalty: 866.795349
	Iteration 46Q: 3 clusters Score -1115385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1115433.750000 Penalty: 866.795349
	Iteration 47Q: 3 clusters Score -1115434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1115472.000000 Penalty: 866.795349
	Iteration 48Q: 3 clusters Score -1115472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1115491.625000 Penalty: 866.795349
	Iteration 49Q: 3 clusters Score -1115492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1115508.000000 Penalty: 866.795349
	Iteration 50Q: 3 clusters Score -1115508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1115521.125000 Penalty: 866.795349
	Iteration 51Q: 3 clusters Score -1115521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1115531.500000 Penalty: 866.795349
	Iteration 52Q: 3 clusters Score -1115532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1115538.000000 Penalty: 866.795349
	Iteration 53Q: 3 clusters Score -1115538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1115537.750000 Penalty: 866.795349
	Iteration 54Q: 3 clusters Score -1115538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1115539.375000 Penalty: 866.795349
	Iteration 55Q: 3 clusters Score -1115539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1115540.625000 Penalty: 866.795349
	Iteration 56Q: 3 clusters Score -1115541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1115541.500000 Penalty: 866.795349
	Iteration 57Q: 3 clusters Score -1115542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1115541.500000 Penalty: 866.795349
	Iteration 58F: 3 clusters Score -1115542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (22650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Entering Unmasked Estep 
Score: -1821830.875000 Penalty: 456.270142
	Iteration 0F: 2 clusters Score -1821831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1806960.875000 Penalty: 912.540283
	Iteration 0F: 3 clusters Score -1806961 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1813294.375000 Penalty: 912.540283
	Iteration 1F: 3 clusters Score -1813294 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1814069.750000 Penalty: 912.540283
	Iteration 2F: 3 clusters Score -1814070 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1815204.500000 Penalty: 912.540283
	Iteration 3F: 3 clusters Score -1815204 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1816756.000000 Penalty: 912.540283
	Iteration 4F: 3 clusters Score -1816756 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1818434.000000 Penalty: 912.540283
	Iteration 5F: 3 clusters Score -1818434 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1819658.250000 Penalty: 912.540283
	Iteration 6F: 3 clusters Score -1819658 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1820272.625000 Penalty: 912.540283
	Iteration 7Q: 3 clusters Score -1820273 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1820575.500000 Penalty: 912.540283
	Iteration 8Q: 3 clusters Score -1820576 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1820783.500000 Penalty: 912.540283
	Iteration 9Q: 3 clusters Score -1820784 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1820926.000000 Penalty: 912.540283
	Iteration 10Q: 3 clusters Score -1820926 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1821011.875000 Penalty: 912.540283
	Iteration 11Q: 3 clusters Score -1821012 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1821067.000000 Penalty: 912.540283
	Iteration 12Q: 3 clusters Score -1821067 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1821115.500000 Penalty: 912.540283
	Iteration 13Q: 3 clusters Score -1821116 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1821155.625000 Penalty: 912.540283
	Iteration 14Q: 3 clusters Score -1821156 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1821185.875000 Penalty: 912.540283
	Iteration 15Q: 3 clusters Score -1821186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1821214.500000 Penalty: 912.540283
	Iteration 16Q: 3 clusters Score -1821214 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1821238.875000 Penalty: 912.540283
	Iteration 17Q: 3 clusters Score -1821239 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -1821253.500000 Penalty: 912.540283
	Iteration 18Q: 3 clusters Score -1821254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1821271.750000 Penalty: 912.540283
	Iteration 19Q: 3 clusters Score -1821272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1821288.500000 Penalty: 912.540283
	Iteration 20F: 3 clusters Score -1821288 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1821311.500000 Penalty: 912.540283
	Iteration 21Q: 3 clusters Score -1821312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -1821323.625000 Penalty: 912.540283
	Iteration 22Q: 3 clusters Score -1821324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -1821343.375000 Penalty: 912.540283
	Iteration 23Q: 3 clusters Score -1821343 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1821360.000000 Penalty: 912.540283
	Iteration 24Q: 3 clusters Score -1821360 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1821376.500000 Penalty: 912.540283
	Iteration 25Q: 3 clusters Score -1821376 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1821394.375000 Penalty: 912.540283
	Iteration 26Q: 3 clusters Score -1821394 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1821422.500000 Penalty: 912.540283
	Iteration 27Q: 3 clusters Score -1821422 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1821445.875000 Penalty: 912.540283
	Iteration 28Q: 3 clusters Score -1821446 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1821483.750000 Penalty: 912.540283
	Iteration 29Q: 3 clusters Score -1821484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1821505.000000 Penalty: 912.540283
	Iteration 30Q: 3 clusters Score -1821505 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1821550.000000 Penalty: 912.540283
	Iteration 31Q: 3 clusters Score -1821550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -1821586.500000 Penalty: 912.540283
	Iteration 32Q: 3 clusters Score -1821586 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1821623.500000 Penalty: 912.540283
	Iteration 33Q: 3 clusters Score -1821624 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1821641.375000 Penalty: 912.540283
	Iteration 34Q: 3 clusters Score -1821641 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1821677.625000 Penalty: 912.540283
	Iteration 35Q: 3 clusters Score -1821678 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1821704.000000 Penalty: 912.540283
	Iteration 36Q: 3 clusters Score -1821704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1821723.875000 Penalty: 912.540283
	Iteration 37Q: 3 clusters Score -1821724 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1821760.125000 Penalty: 912.540283
	Iteration 38Q: 3 clusters Score -1821760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1821783.750000 Penalty: 912.540283
	Iteration 39Q: 3 clusters Score -1821784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -1821800.625000 Penalty: 912.540283
	Iteration 40F: 3 clusters Score -1821801 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -1821816.250000 Penalty: 912.540283
	Iteration 41Q: 3 clusters Score -1821816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -1821829.000000 Penalty: 912.540283
	Iteration 42Q: 3 clusters Score -1821829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1821831.750000 Penalty: 912.540283
	Iteration 43Q: 3 clusters Score -1821832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -1821840.500000 Penalty: 912.540283
	Iteration 44Q: 3 clusters Score -1821840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -1821847.000000 Penalty: 912.540283
	Iteration 45Q: 3 clusters Score -1821847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1821852.750000 Penalty: 912.540283
	Iteration 46Q: 3 clusters Score -1821853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1821867.125000 Penalty: 912.540283
	Iteration 47Q: 3 clusters Score -1821867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1821875.875000 Penalty: 912.540283
	Iteration 48Q: 3 clusters Score -1821876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -1821874.250000 Penalty: 912.540283
	Iteration 49Q: 3 clusters Score -1821874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -1821877.625000 Penalty: 912.540283
	Iteration 50Q: 3 clusters Score -1821878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -1821880.250000 Penalty: 912.540283
	Iteration 51Q: 3 clusters Score -1821880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1821882.500000 Penalty: 912.540283
	Iteration 52Q: 3 clusters Score -1821882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -1821876.875000 Penalty: 912.540283
	Iteration 53Q: 3 clusters Score -1821877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -1821879.625000 Penalty: 912.540283
	Iteration 54Q: 3 clusters Score -1821880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -1821882.125000 Penalty: 912.540283
	Iteration 55Q: 3 clusters Score -1821882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -1821884.250000 Penalty: 912.540283
	Iteration 56Q: 3 clusters Score -1821884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -1821884.750000 Penalty: 912.540283
	Iteration 57Q: 3 clusters Score -1821885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -1821886.500000 Penalty: 912.540283
	Iteration 58Q: 3 clusters Score -1821886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1821890.750000 Penalty: 912.540283
	Iteration 59Q: 3 clusters Score -1821891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1821886.375000 Penalty: 912.540283
	Iteration 60F: 3 clusters Score -1821886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -1821882.500000 Penalty: 912.540283
	Iteration 61Q: 3 clusters Score -1821882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -1821880.250000 Penalty: 912.540283
	Iteration 62Q: 3 clusters Score -1821880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -1821881.625000 Penalty: 912.540283
	Iteration 63Q: 3 clusters Score -1821882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -1821885.750000 Penalty: 912.540283
	Iteration 64Q: 3 clusters Score -1821886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -1821891.750000 Penalty: 912.540283
	Iteration 65Q: 3 clusters Score -1821892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -1821895.500000 Penalty: 912.540283
	Iteration 66Q: 3 clusters Score -1821896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1821892.250000 Penalty: 912.540283
	Iteration 67Q: 3 clusters Score -1821892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1821889.750000 Penalty: 912.540283
	Iteration 68Q: 3 clusters Score -1821890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -1821894.875000 Penalty: 912.540283
	Iteration 69Q: 3 clusters Score -1821895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1821898.375000 Penalty: 912.540283
	Iteration 70Q: 3 clusters Score -1821898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1821892.875000 Penalty: 912.540283
	Iteration 71Q: 3 clusters Score -1821893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -1821895.500000 Penalty: 912.540283
	Iteration 72Q: 3 clusters Score -1821896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -1821894.875000 Penalty: 912.540283
	Iteration 73Q: 3 clusters Score -1821895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -1821898.625000 Penalty: 912.540283
	Iteration 74Q: 3 clusters Score -1821899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -1821896.125000 Penalty: 912.540283
	Iteration 75Q: 3 clusters Score -1821896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -1821892.625000 Penalty: 912.540283
	Iteration 76Q: 3 clusters Score -1821893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -1821894.875000 Penalty: 912.540283
	Iteration 77Q: 3 clusters Score -1821895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -1821894.125000 Penalty: 912.540283
	Iteration 78Q: 3 clusters Score -1821894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1821896.875000 Penalty: 912.540283
	Iteration 79Q: 3 clusters Score -1821897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -1821894.000000 Penalty: 912.540283
	Iteration 80F: 3 clusters Score -1821894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -1821894.000000 Penalty: 912.540283
	Iteration 81Q: 3 clusters Score -1821894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1821894.250000 Penalty: 912.540283
	Iteration 82Q: 3 clusters Score -1821894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -1821894.500000 Penalty: 912.540283
	Iteration 83Q: 3 clusters Score -1821894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -1821895.250000 Penalty: 912.540283
	Iteration 84Q: 3 clusters Score -1821895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -1821895.875000 Penalty: 912.540283
	Iteration 85Q: 3 clusters Score -1821896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1821893.125000 Penalty: 912.540283
	Iteration 86Q: 3 clusters Score -1821893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -1821892.500000 Penalty: 912.540283
	Iteration 87Q: 3 clusters Score -1821892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -1821895.000000 Penalty: 912.540283
	Iteration 88Q: 3 clusters Score -1821895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -1821895.000000 Penalty: 912.540283
	Iteration 89F: 3 clusters Score -1821895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23441 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17808 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 46533 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 8471 members 
Mstep: Class 39 contains 12124 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22129 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6517 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4568 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19418 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 8880 members 
Mstep: Class 59 contains 9870 members 
Mstep: Class 60 contains 14838 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21766 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8807 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38306 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13701 members 
Mstep: Class 71 contains 1078 members 
Mstep: Class 72 contains 1296 members 
Mstep: Class 73 contains 19460 members 
Mstep: Class 74 contains 21572 members 
Entering Unmasked Estep 
Score: -42169816.000000 Penalty: 44543.296875
Splitting cluster 71 changes total score from -42169512.000000 to -42169816.000000
So it's getting split into cluster 74.
Entering ConstructFrom: 
Trying to split cluster 72 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -109350.515625 Penalty: 326.100220
	Iteration 0F: 2 clusters Score -109350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -108358.476562 Penalty: 652.200439
	Iteration 0F: 3 clusters Score -108358.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -108629.218750 Penalty: 652.200439
	Iteration 1F: 3 clusters Score -108629.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -108686.937500 Penalty: 652.200439
	Iteration 2F: 3 clusters Score -108686.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -108732.242188 Penalty: 652.200439
	Iteration 3F: 3 clusters Score -108732.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -108776.554688 Penalty: 652.200439
	Iteration 4F: 3 clusters Score -108776.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -108819.757812 Penalty: 652.200439
	Iteration 5Q: 3 clusters Score -108819.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -108870.671875 Penalty: 652.200439
	Iteration 6Q: 3 clusters Score -108870.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -108908.820312 Penalty: 652.200439
	Iteration 7Q: 3 clusters Score -108908.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -108938.351562 Penalty: 652.200439
	Iteration 8Q: 3 clusters Score -108938.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108967.460938 Penalty: 652.200439
	Iteration 9Q: 3 clusters Score -108967.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -108993.250000 Penalty: 652.200439
	Iteration 10Q: 3 clusters Score -108993.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -109014.023438 Penalty: 652.200439
	Iteration 11Q: 3 clusters Score -109014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -109031.875000 Penalty: 652.200439
	Iteration 12Q: 3 clusters Score -109031.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -109048.773438 Penalty: 652.200439
	Iteration 13Q: 3 clusters Score -109048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -109053.757812 Penalty: 652.200439
	Iteration 14Q: 3 clusters Score -109053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -109056.390625 Penalty: 652.200439
	Iteration 15Q: 3 clusters Score -109056.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -109060.437500 Penalty: 652.200439
	Iteration 16Q: 3 clusters Score -109060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -109063.945312 Penalty: 652.200439
	Iteration 17Q: 3 clusters Score -109063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -109070.304688 Penalty: 652.200439
	Iteration 18Q: 3 clusters Score -109070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -109081.921875 Penalty: 652.200439
	Iteration 19Q: 3 clusters Score -109081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -109086.671875 Penalty: 652.200439
	Iteration 20F: 3 clusters Score -109086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 22406 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23441 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17808 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1967 members 
Mstep: Class 34 contains 46533 members 
Mstep: Class 35 contains 26676 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 8471 members 
Mstep: Class 39 contains 12124 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22129 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2746 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6517 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4568 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19418 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 8880 members 
Mstep: Class 59 contains 9870 members 
Mstep: Class 60 contains 14838 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21766 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8807 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38306 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13701 members 
Mstep: Class 71 contains 1078 members 
Mstep: Class 72 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170136.000000 Penalty: 44543.296875
Iteration 239Q: 75 clusters Score -4.217014e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 1013 members 
Mstep: Class 4 contains 12209 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11921 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36525 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 39963 members 
Mstep: Class 18 contains 22993 members 
Mstep: Class 19 contains 22324 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7637 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3284 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23641 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17687 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1953 members 
Mstep: Class 34 contains 46406 members 
Mstep: Class 35 contains 26548 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 8323 members 
Mstep: Class 39 contains 12065 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 22667 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2750 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6520 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3256 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4623 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19424 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1047 members 
Mstep: Class 58 contains 8843 members 
Mstep: Class 59 contains 9824 members 
Mstep: Class 60 contains 14820 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21965 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8768 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38204 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13774 members 
Mstep: Class 71 contains 1204 members 
Mstep: Class 72 contains 1260 members 
Mstep: Class 73 contains 19181 members 
Mstep: Class 74 contains 21286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170752.000000 Penalty: 44543.296875
Iteration 240F: 75 clusters Score -4.217075e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 12215 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11914 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36513 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 6017 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 39891 members 
Mstep: Class 18 contains 23362 members 
Mstep: Class 19 contains 22252 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23817 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17511 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1943 members 
Mstep: Class 34 contains 46310 members 
Mstep: Class 35 contains 26420 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 8207 members 
Mstep: Class 39 contains 12026 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23000 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2750 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6515 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3251 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4715 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19424 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1042 members 
Mstep: Class 58 contains 8754 members 
Mstep: Class 59 contains 9768 members 
Mstep: Class 60 contains 14807 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22176 members 
Mstep: Class 63 contains 205 members 
Mstep: Class 64 contains 8733 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38115 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13866 members 
Mstep: Class 71 contains 1279 members 
Mstep: Class 72 contains 1218 members 
Mstep: Class 73 contains 19176 members 
Mstep: Class 74 contains 21022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42170976.000000 Penalty: 44543.296875
Iteration 241Q: 75 clusters Score -4.217098e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12223 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11937 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36525 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 39775 members 
Mstep: Class 18 contains 23794 members 
Mstep: Class 19 contains 22148 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7676 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24006 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 17225 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1924 members 
Mstep: Class 34 contains 46210 members 
Mstep: Class 35 contains 26317 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 8083 members 
Mstep: Class 39 contains 11963 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23365 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2757 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6516 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3248 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4830 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19424 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1039 members 
Mstep: Class 58 contains 8667 members 
Mstep: Class 59 contains 9673 members 
Mstep: Class 60 contains 14802 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22381 members 
Mstep: Class 63 contains 206 members 
Mstep: Class 64 contains 8705 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 38009 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 13973 members 
Mstep: Class 71 contains 1315 members 
Mstep: Class 72 contains 1175 members 
Mstep: Class 73 contains 19213 members 
Mstep: Class 74 contains 20765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171032.000000 Penalty: 44543.296875
Iteration 242Q: 75 clusters Score -4.217103e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11917 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36526 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 6014 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 39671 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 22003 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3285 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24227 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 16992 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1908 members 
Mstep: Class 34 contains 46093 members 
Mstep: Class 35 contains 26226 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 865 members 
Mstep: Class 38 contains 7972 members 
Mstep: Class 39 contains 11917 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 23691 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2762 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6520 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3246 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 4964 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19427 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1037 members 
Mstep: Class 58 contains 8610 members 
Mstep: Class 59 contains 9580 members 
Mstep: Class 60 contains 14794 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22571 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8688 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 501 members 
Mstep: Class 68 contains 37911 members 
Mstep: Class 69 contains 142 members 
Mstep: Class 70 contains 14059 members 
Mstep: Class 71 contains 1339 members 
Mstep: Class 72 contains 1131 members 
Mstep: Class 73 contains 19208 members 
Mstep: Class 74 contains 20502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171340.000000 Penalty: 44543.296875
Iteration 243Q: 75 clusters Score -4.217134e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 1015 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36541 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 39554 members 
Mstep: Class 18 contains 24641 members 
Mstep: Class 19 contains 21872 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24453 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 16763 members 
Mstep: Class 31 contains 252 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 46007 members 
Mstep: Class 35 contains 26097 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 7871 members 
Mstep: Class 39 contains 11861 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 24002 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2767 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6515 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3247 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5128 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19431 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 8563 members 
Mstep: Class 59 contains 9489 members 
Mstep: Class 60 contains 14777 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22773 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 8668 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37784 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14124 members 
Mstep: Class 71 contains 1361 members 
Mstep: Class 72 contains 1080 members 
Mstep: Class 73 contains 19200 members 
Mstep: Class 74 contains 20252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171516.000000 Penalty: 44543.296875
Iteration 244Q: 75 clusters Score -4.217152e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11888 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36551 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 39470 members 
Mstep: Class 18 contains 25049 members 
Mstep: Class 19 contains 21730 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7773 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3286 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24671 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 16536 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 45928 members 
Mstep: Class 35 contains 25983 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 7768 members 
Mstep: Class 39 contains 11809 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 24326 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2772 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6507 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3248 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5287 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19434 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1034 members 
Mstep: Class 58 contains 8508 members 
Mstep: Class 59 contains 9401 members 
Mstep: Class 60 contains 14766 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23021 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 8653 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37615 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14184 members 
Mstep: Class 71 contains 1372 members 
Mstep: Class 72 contains 1046 members 
Mstep: Class 73 contains 19192 members 
Mstep: Class 74 contains 19972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171936.000000 Penalty: 44543.296875
Iteration 245Q: 75 clusters Score -4.217194e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11920 members 
Mstep: Class 7 contains 2927 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36564 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 39361 members 
Mstep: Class 18 contains 25407 members 
Mstep: Class 19 contains 21594 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24829 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 16304 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1855 members 
Mstep: Class 34 contains 45949 members 
Mstep: Class 35 contains 25852 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 865 members 
Mstep: Class 38 contains 7685 members 
Mstep: Class 39 contains 11765 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 24647 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2775 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6503 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3247 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5451 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19432 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1037 members 
Mstep: Class 58 contains 8442 members 
Mstep: Class 59 contains 9300 members 
Mstep: Class 60 contains 14740 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23270 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 8644 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37456 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14253 members 
Mstep: Class 71 contains 1371 members 
Mstep: Class 72 contains 1020 members 
Mstep: Class 73 contains 19171 members 
Mstep: Class 74 contains 19710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172296.000000 Penalty: 44543.296875
Iteration 246Q: 75 clusters Score -4.21723e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2892 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36560 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6024 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 39255 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 21459 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7827 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24918 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 804 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1830 members 
Mstep: Class 34 contains 46029 members 
Mstep: Class 35 contains 25689 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 865 members 
Mstep: Class 38 contains 7622 members 
Mstep: Class 39 contains 11723 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25015 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2779 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6492 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3246 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5637 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19433 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1038 members 
Mstep: Class 58 contains 8375 members 
Mstep: Class 59 contains 9181 members 
Mstep: Class 60 contains 14723 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23520 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 8634 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37351 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14321 members 
Mstep: Class 71 contains 1372 members 
Mstep: Class 72 contains 986 members 
Mstep: Class 73 contains 19128 members 
Mstep: Class 74 contains 19450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172592.000000 Penalty: 44543.296875
Iteration 247Q: 75 clusters Score -4.217259e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11976 members 
Mstep: Class 7 contains 2948 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36547 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1208 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 39148 members 
Mstep: Class 18 contains 26138 members 
Mstep: Class 19 contains 21340 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25016 members 
Mstep: Class 26 contains 902 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 15730 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1791 members 
Mstep: Class 34 contains 46056 members 
Mstep: Class 35 contains 25515 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 860 members 
Mstep: Class 38 contains 7561 members 
Mstep: Class 39 contains 11679 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25389 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2785 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6477 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3245 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 5832 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19433 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1041 members 
Mstep: Class 58 contains 8260 members 
Mstep: Class 59 contains 9076 members 
Mstep: Class 60 contains 14702 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23746 members 
Mstep: Class 63 contains 209 members 
Mstep: Class 64 contains 8628 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37262 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14421 members 
Mstep: Class 71 contains 1370 members 
Mstep: Class 72 contains 955 members 
Mstep: Class 73 contains 19158 members 
Mstep: Class 74 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172780.000000 Penalty: 44543.296875
Iteration 248Q: 75 clusters Score -4.217278e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 1017 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11937 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36544 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 39095 members 
Mstep: Class 18 contains 26475 members 
Mstep: Class 19 contains 21232 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25148 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 15358 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1758 members 
Mstep: Class 34 contains 46098 members 
Mstep: Class 35 contains 25307 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 855 members 
Mstep: Class 38 contains 7507 members 
Mstep: Class 39 contains 11638 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 25752 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2791 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6461 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3246 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6081 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19432 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1044 members 
Mstep: Class 58 contains 8160 members 
Mstep: Class 59 contains 8983 members 
Mstep: Class 60 contains 14677 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23990 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8637 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37145 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14497 members 
Mstep: Class 71 contains 1369 members 
Mstep: Class 72 contains 921 members 
Mstep: Class 73 contains 19231 members 
Mstep: Class 74 contains 18927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173224.000000 Penalty: 44543.296875
Iteration 249Q: 75 clusters Score -4.217322e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12309 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11893 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36539 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 38988 members 
Mstep: Class 18 contains 26820 members 
Mstep: Class 19 contains 21150 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25269 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 15026 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1731 members 
Mstep: Class 34 contains 46098 members 
Mstep: Class 35 contains 25151 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 852 members 
Mstep: Class 38 contains 7471 members 
Mstep: Class 39 contains 11594 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26080 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2791 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6454 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3244 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6327 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19431 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1047 members 
Mstep: Class 58 contains 8064 members 
Mstep: Class 59 contains 8881 members 
Mstep: Class 60 contains 14650 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24267 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8645 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 37044 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14583 members 
Mstep: Class 71 contains 1363 members 
Mstep: Class 72 contains 878 members 
Mstep: Class 73 contains 19278 members 
Mstep: Class 74 contains 18633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173728.000000 Penalty: 44543.296875
Iteration 250Q: 75 clusters Score -4.217373e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2862 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11850 members 
Mstep: Class 7 contains 2983 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36540 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1208 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 38920 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 21044 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25389 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 14743 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1701 members 
Mstep: Class 34 contains 46106 members 
Mstep: Class 35 contains 24990 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 852 members 
Mstep: Class 38 contains 7428 members 
Mstep: Class 39 contains 11575 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26363 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2794 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6443 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3246 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6556 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19432 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1048 members 
Mstep: Class 58 contains 7988 members 
Mstep: Class 59 contains 8775 members 
Mstep: Class 60 contains 14620 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24502 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8652 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36994 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14657 members 
Mstep: Class 71 contains 1352 members 
Mstep: Class 72 contains 846 members 
Mstep: Class 73 contains 19307 members 
Mstep: Class 74 contains 18332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173860.000000 Penalty: 44543.296875
Iteration 251Q: 75 clusters Score -4.217386e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12324 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11821 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36523 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 38861 members 
Mstep: Class 18 contains 27459 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3290 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25471 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 14484 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1675 members 
Mstep: Class 34 contains 46109 members 
Mstep: Class 35 contains 24809 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 852 members 
Mstep: Class 38 contains 7395 members 
Mstep: Class 39 contains 11569 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26631 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2795 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6431 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3254 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 6800 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19433 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1051 members 
Mstep: Class 58 contains 7924 members 
Mstep: Class 59 contains 8663 members 
Mstep: Class 60 contains 14592 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24769 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8647 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36949 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14726 members 
Mstep: Class 71 contains 1344 members 
Mstep: Class 72 contains 819 members 
Mstep: Class 73 contains 19341 members 
Mstep: Class 74 contains 18008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173892.000000 Penalty: 44543.296875
Iteration 252Q: 75 clusters Score -4.217389e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2850 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12320 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11788 members 
Mstep: Class 7 contains 3015 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36516 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 38777 members 
Mstep: Class 18 contains 27772 members 
Mstep: Class 19 contains 20770 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25587 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 14206 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 46127 members 
Mstep: Class 35 contains 24676 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 853 members 
Mstep: Class 38 contains 7331 members 
Mstep: Class 39 contains 11565 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 26949 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2796 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6410 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3252 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7021 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19431 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1052 members 
Mstep: Class 58 contains 7858 members 
Mstep: Class 59 contains 8565 members 
Mstep: Class 60 contains 14573 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24999 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8636 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36886 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14813 members 
Mstep: Class 71 contains 1337 members 
Mstep: Class 72 contains 790 members 
Mstep: Class 73 contains 19359 members 
Mstep: Class 74 contains 17722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173928.000000 Penalty: 44543.296875
Iteration 253Q: 75 clusters Score -4.217393e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12330 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 3025 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36494 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 38709 members 
Mstep: Class 18 contains 28118 members 
Mstep: Class 19 contains 20642 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8021 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25715 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 13958 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1638 members 
Mstep: Class 34 contains 46064 members 
Mstep: Class 35 contains 24541 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 7253 members 
Mstep: Class 39 contains 11557 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 27257 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2799 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6393 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3255 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7248 members 
Mstep: Class 51 contains 946 members 
Mstep: Class 52 contains 19427 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1054 members 
Mstep: Class 58 contains 7779 members 
Mstep: Class 59 contains 8468 members 
Mstep: Class 60 contains 14550 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 25255 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8625 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36771 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14899 members 
Mstep: Class 71 contains 1336 members 
Mstep: Class 72 contains 754 members 
Mstep: Class 73 contains 19391 members 
Mstep: Class 74 contains 17404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174124.000000 Penalty: 44543.296875
Iteration 254Q: 75 clusters Score -4.217412e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12322 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11778 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36480 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 38607 members 
Mstep: Class 18 contains 28461 members 
Mstep: Class 19 contains 20498 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25800 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 805 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 13707 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1619 members 
Mstep: Class 34 contains 46031 members 
Mstep: Class 35 contains 24439 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 7168 members 
Mstep: Class 39 contains 11548 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 27551 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2802 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6380 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3256 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7494 members 
Mstep: Class 51 contains 944 members 
Mstep: Class 52 contains 19428 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1055 members 
Mstep: Class 58 contains 7715 members 
Mstep: Class 59 contains 8377 members 
Mstep: Class 60 contains 14527 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 25483 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8606 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36718 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 14986 members 
Mstep: Class 71 contains 1333 members 
Mstep: Class 72 contains 706 members 
Mstep: Class 73 contains 19435 members 
Mstep: Class 74 contains 17092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174228.000000 Penalty: 44543.296875
Iteration 255Q: 75 clusters Score -4.217423e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11792 members 
Mstep: Class 7 contains 3043 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36461 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5669 members 
Mstep: Class 17 contains 38482 members 
Mstep: Class 18 contains 28818 members 
Mstep: Class 19 contains 20356 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3292 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25848 members 
Mstep: Class 26 contains 908 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 13467 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1606 members 
Mstep: Class 34 contains 45981 members 
Mstep: Class 35 contains 24368 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 7079 members 
Mstep: Class 39 contains 11533 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 27839 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2806 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6366 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7697 members 
Mstep: Class 51 contains 944 members 
Mstep: Class 52 contains 19428 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 7650 members 
Mstep: Class 59 contains 8276 members 
Mstep: Class 60 contains 14511 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 25710 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8583 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 500 members 
Mstep: Class 68 contains 36705 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15105 members 
Mstep: Class 71 contains 1332 members 
Mstep: Class 72 contains 674 members 
Mstep: Class 73 contains 19446 members 
Mstep: Class 74 contains 16781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174184.000000 Penalty: 44543.296875
Iteration 256Q: 75 clusters Score -4.217418e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2843 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12312 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11782 members 
Mstep: Class 7 contains 3050 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36451 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 29210 members 
Mstep: Class 19 contains 20209 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8144 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25904 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 13199 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1597 members 
Mstep: Class 34 contains 45923 members 
Mstep: Class 35 contains 24265 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 7008 members 
Mstep: Class 39 contains 11518 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 28160 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2814 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6360 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3259 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 7904 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19428 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1059 members 
Mstep: Class 58 contains 7602 members 
Mstep: Class 59 contains 8200 members 
Mstep: Class 60 contains 14486 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 25978 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8545 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36686 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15224 members 
Mstep: Class 71 contains 1327 members 
Mstep: Class 72 contains 641 members 
Mstep: Class 73 contains 19430 members 
Mstep: Class 74 contains 16421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174176.000000 Penalty: 44543.296875
Iteration 257Q: 75 clusters Score -4.217418e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36466 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 38278 members 
Mstep: Class 18 contains 29604 members 
Mstep: Class 19 contains 20096 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8174 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25966 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12992 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1585 members 
Mstep: Class 34 contains 45865 members 
Mstep: Class 35 contains 24136 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 6954 members 
Mstep: Class 39 contains 11517 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 28408 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2819 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6354 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8114 members 
Mstep: Class 51 contains 942 members 
Mstep: Class 52 contains 19431 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1060 members 
Mstep: Class 58 contains 7561 members 
Mstep: Class 59 contains 8137 members 
Mstep: Class 60 contains 14464 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 26216 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8496 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36654 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15349 members 
Mstep: Class 71 contains 1323 members 
Mstep: Class 72 contains 617 members 
Mstep: Class 73 contains 19378 members 
Mstep: Class 74 contains 16089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174028.000000 Penalty: 44543.296875
Iteration 258Q: 75 clusters Score -4.217403e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11696 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36478 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 6028 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 38186 members 
Mstep: Class 18 contains 29987 members 
Mstep: Class 19 contains 19983 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8201 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3287 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26041 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12800 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1572 members 
Mstep: Class 34 contains 45799 members 
Mstep: Class 35 contains 24017 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 6880 members 
Mstep: Class 39 contains 11513 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 28698 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2819 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6348 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3260 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8340 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19431 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1063 members 
Mstep: Class 58 contains 7518 members 
Mstep: Class 59 contains 8076 members 
Mstep: Class 60 contains 14441 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 26466 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8455 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36579 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15487 members 
Mstep: Class 71 contains 1318 members 
Mstep: Class 72 contains 597 members 
Mstep: Class 73 contains 19278 members 
Mstep: Class 74 contains 15788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174184.000000 Penalty: 44543.296875
Iteration 259Q: 75 clusters Score -4.217418e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11660 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36479 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5666 members 
Mstep: Class 17 contains 38068 members 
Mstep: Class 18 contains 30306 members 
Mstep: Class 19 contains 19888 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3289 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26062 members 
Mstep: Class 26 contains 907 members 
Mstep: Class 27 contains 806 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12595 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1556 members 
Mstep: Class 34 contains 45781 members 
Mstep: Class 35 contains 23919 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 11505 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 28994 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2825 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6336 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8567 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19428 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1066 members 
Mstep: Class 58 contains 7485 members 
Mstep: Class 59 contains 8019 members 
Mstep: Class 60 contains 14421 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 26726 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8409 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36546 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15606 members 
Mstep: Class 71 contains 1319 members 
Mstep: Class 72 contains 568 members 
Mstep: Class 73 contains 19208 members 
Mstep: Class 74 contains 15472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174132.000000 Penalty: 44543.296875
Iteration 260F: 75 clusters Score -4.217413e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2820 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12291 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36466 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1209 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 37928 members 
Mstep: Class 18 contains 30598 members 
Mstep: Class 19 contains 19802 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8254 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26050 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12451 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1548 members 
Mstep: Class 34 contains 45792 members 
Mstep: Class 35 contains 23807 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 856 members 
Mstep: Class 38 contains 6709 members 
Mstep: Class 39 contains 11488 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 29282 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2828 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6324 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3262 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 8827 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19425 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1074 members 
Mstep: Class 58 contains 7451 members 
Mstep: Class 59 contains 7965 members 
Mstep: Class 60 contains 14406 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 26955 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8373 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36503 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15726 members 
Mstep: Class 71 contains 1346 members 
Mstep: Class 72 contains 547 members 
Mstep: Class 73 contains 19099 members 
Mstep: Class 74 contains 15187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174336.000000 Penalty: 44543.296875
Iteration 261Q: 75 clusters Score -4.217434e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2815 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12297 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11561 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36473 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 37795 members 
Mstep: Class 18 contains 30900 members 
Mstep: Class 19 contains 19751 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8269 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25999 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12317 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1543 members 
Mstep: Class 34 contains 45787 members 
Mstep: Class 35 contains 23691 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 854 members 
Mstep: Class 38 contains 6616 members 
Mstep: Class 39 contains 11451 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 29573 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2833 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6308 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3263 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9102 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19420 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1078 members 
Mstep: Class 58 contains 7435 members 
Mstep: Class 59 contains 7915 members 
Mstep: Class 60 contains 14389 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 27194 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8320 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36499 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15844 members 
Mstep: Class 71 contains 1369 members 
Mstep: Class 72 contains 522 members 
Mstep: Class 73 contains 18950 members 
Mstep: Class 74 contains 14888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174268.000000 Penalty: 44543.296875
Iteration 262Q: 75 clusters Score -4.217427e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12315 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11506 members 
Mstep: Class 7 contains 3099 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36492 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 6025 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 37663 members 
Mstep: Class 18 contains 31160 members 
Mstep: Class 19 contains 19692 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8291 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25963 members 
Mstep: Class 26 contains 901 members 
Mstep: Class 27 contains 807 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12245 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1536 members 
Mstep: Class 34 contains 45803 members 
Mstep: Class 35 contains 23574 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 857 members 
Mstep: Class 38 contains 6548 members 
Mstep: Class 39 contains 11396 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 29811 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2834 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6298 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9370 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19422 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 7411 members 
Mstep: Class 59 contains 7864 members 
Mstep: Class 60 contains 14372 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 27432 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8255 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36486 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 15953 members 
Mstep: Class 71 contains 1399 members 
Mstep: Class 72 contains 494 members 
Mstep: Class 73 contains 18776 members 
Mstep: Class 74 contains 14596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 72. Lose 588.825684 but Gain 601.937500
Score: -42174100.000000 Penalty: 43941.359375
Iteration 263Q: 74 clusters Score -4.21741e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12331 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11428 members 
Mstep: Class 7 contains 3116 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36506 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1217 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 37557 members 
Mstep: Class 18 contains 31412 members 
Mstep: Class 19 contains 19613 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26310 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 808 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 12184 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 45859 members 
Mstep: Class 35 contains 23452 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 858 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 11329 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 30030 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2836 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6291 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3267 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9648 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19427 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1085 members 
Mstep: Class 58 contains 7398 members 
Mstep: Class 59 contains 7804 members 
Mstep: Class 60 contains 14361 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 27661 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8175 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36566 members 
Mstep: Class 69 contains 143 members 
Mstep: Class 70 contains 16072 members 
Mstep: Class 71 contains 1439 members 
Mstep: Class 73 contains 18602 members 
Mstep: Class 74 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174392.000000 Penalty: 43941.359375
Iteration 264Q: 74 clusters Score -4.217439e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12352 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11372 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36525 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 6019 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 37430 members 
Mstep: Class 18 contains 31695 members 
Mstep: Class 19 contains 19530 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8314 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3295 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26379 members 
Mstep: Class 26 contains 897 members 
Mstep: Class 27 contains 808 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 12119 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1506 members 
Mstep: Class 34 contains 45871 members 
Mstep: Class 35 contains 23350 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 859 members 
Mstep: Class 38 contains 6428 members 
Mstep: Class 39 contains 11272 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 30280 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2838 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6283 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3272 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 9934 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19436 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1085 members 
Mstep: Class 58 contains 7349 members 
Mstep: Class 59 contains 7747 members 
Mstep: Class 60 contains 14347 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 27903 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 8082 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36369 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16174 members 
Mstep: Class 71 contains 1465 members 
Mstep: Class 73 contains 18457 members 
Mstep: Class 74 contains 14061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174332.000000 Penalty: 43941.359375
Iteration 265Q: 74 clusters Score -4.217433e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11306 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36538 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 6016 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 37290 members 
Mstep: Class 18 contains 32002 members 
Mstep: Class 19 contains 19450 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8328 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3291 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26475 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 12104 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1489 members 
Mstep: Class 34 contains 45864 members 
Mstep: Class 35 contains 23267 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 861 members 
Mstep: Class 38 contains 6349 members 
Mstep: Class 39 contains 11215 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 30517 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2837 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6273 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10217 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19438 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 7297 members 
Mstep: Class 59 contains 7693 members 
Mstep: Class 60 contains 14327 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28086 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7973 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36199 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16314 members 
Mstep: Class 71 contains 1492 members 
Mstep: Class 73 contains 18287 members 
Mstep: Class 74 contains 13832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174152.000000 Penalty: 43941.359375
Iteration 266Q: 74 clusters Score -4.217415e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 3153 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36533 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 381 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 37070 members 
Mstep: Class 18 contains 32274 members 
Mstep: Class 19 contains 19344 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8344 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26540 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 809 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 45937 members 
Mstep: Class 35 contains 23233 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 862 members 
Mstep: Class 38 contains 6282 members 
Mstep: Class 39 contains 11169 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 30761 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2834 members 
Mstep: Class 44 contains 1601 members 
Mstep: Class 45 contains 6268 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3278 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10524 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19437 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1088 members 
Mstep: Class 58 contains 7228 members 
Mstep: Class 59 contains 7635 members 
Mstep: Class 60 contains 14305 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28227 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7848 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 36053 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16453 members 
Mstep: Class 71 contains 1505 members 
Mstep: Class 73 contains 18156 members 
Mstep: Class 74 contains 13629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173916.000000 Penalty: 43941.359375
Iteration 267Q: 74 clusters Score -4.217392e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2784 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 3157 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36557 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 36874 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 19285 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8357 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26567 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 12058 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1475 members 
Mstep: Class 34 contains 45994 members 
Mstep: Class 35 contains 23162 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 6186 members 
Mstep: Class 39 contains 11122 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 31035 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2835 members 
Mstep: Class 44 contains 1599 members 
Mstep: Class 45 contains 6272 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 10844 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19436 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 7169 members 
Mstep: Class 59 contains 7582 members 
Mstep: Class 60 contains 14285 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28379 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7738 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 35917 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16573 members 
Mstep: Class 71 contains 1507 members 
Mstep: Class 73 contains 17998 members 
Mstep: Class 74 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173672.000000 Penalty: 43941.359375
Iteration 268Q: 74 clusters Score -4.217367e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 3162 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36556 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1227 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 36716 members 
Mstep: Class 18 contains 32816 members 
Mstep: Class 19 contains 19227 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3296 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26546 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 12039 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1465 members 
Mstep: Class 34 contains 46009 members 
Mstep: Class 35 contains 23110 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 864 members 
Mstep: Class 38 contains 6079 members 
Mstep: Class 39 contains 11063 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 31334 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2836 members 
Mstep: Class 44 contains 1599 members 
Mstep: Class 45 contains 6271 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3274 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11184 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19433 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 7108 members 
Mstep: Class 59 contains 7541 members 
Mstep: Class 60 contains 14265 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28514 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7652 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 499 members 
Mstep: Class 68 contains 35780 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16682 members 
Mstep: Class 71 contains 1513 members 
Mstep: Class 73 contains 17833 members 
Mstep: Class 74 contains 13233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173632.000000 Penalty: 43941.359375
Iteration 269Q: 74 clusters Score -4.217363e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2780 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12408 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11102 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36580 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 12 contains 6008 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5675 members 
Mstep: Class 17 contains 36591 members 
Mstep: Class 18 contains 33100 members 
Mstep: Class 19 contains 19174 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26443 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 12017 members 
Mstep: Class 31 contains 253 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 45978 members 
Mstep: Class 35 contains 23055 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 866 members 
Mstep: Class 38 contains 5970 members 
Mstep: Class 39 contains 10989 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 31631 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2840 members 
Mstep: Class 44 contains 1599 members 
Mstep: Class 45 contains 6271 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11554 members 
Mstep: Class 51 contains 938 members 
Mstep: Class 52 contains 19424 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 193 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 7021 members 
Mstep: Class 59 contains 7487 members 
Mstep: Class 60 contains 14250 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28659 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7564 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 498 members 
Mstep: Class 68 contains 35691 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16795 members 
Mstep: Class 71 contains 1522 members 
Mstep: Class 73 contains 17675 members 
Mstep: Class 74 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173496.000000 Penalty: 43941.359375
Iteration 270Q: 74 clusters Score -4.21735e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12430 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 3176 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36608 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1235 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 36462 members 
Mstep: Class 18 contains 33350 members 
Mstep: Class 19 contains 19129 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8381 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3298 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 26237 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 815 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 11981 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1430 members 
Mstep: Class 34 contains 45963 members 
Mstep: Class 35 contains 23029 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 5896 members 
Mstep: Class 39 contains 10886 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 31891 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2844 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6277 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11918 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19417 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 194 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6938 members 
Mstep: Class 59 contains 7437 members 
Mstep: Class 60 contains 14231 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28800 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7468 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 497 members 
Mstep: Class 68 contains 35644 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16881 members 
Mstep: Class 71 contains 1526 members 
Mstep: Class 73 contains 17553 members 
Mstep: Class 74 contains 12858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173616.000000 Penalty: 43941.359375
Iteration 271Q: 74 clusters Score -4.217362e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12434 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36625 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 36380 members 
Mstep: Class 18 contains 33609 members 
Mstep: Class 19 contains 19052 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8385 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3300 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25918 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 816 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 11950 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1418 members 
Mstep: Class 34 contains 45954 members 
Mstep: Class 35 contains 22987 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5838 members 
Mstep: Class 39 contains 10791 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 32122 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2847 members 
Mstep: Class 44 contains 1601 members 
Mstep: Class 45 contains 6271 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12286 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 19407 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6852 members 
Mstep: Class 59 contains 7379 members 
Mstep: Class 60 contains 14208 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 28960 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7379 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 35686 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 16975 members 
Mstep: Class 71 contains 1531 members 
Mstep: Class 73 contains 17427 members 
Mstep: Class 74 contains 12677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173580.000000 Penalty: 43941.359375
Iteration 272Q: 74 clusters Score -4.217358e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 12448 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11220 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36631 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5678 members 
Mstep: Class 17 contains 36263 members 
Mstep: Class 18 contains 33880 members 
Mstep: Class 19 contains 18962 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8387 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25599 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 816 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 11887 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1406 members 
Mstep: Class 34 contains 45965 members 
Mstep: Class 35 contains 22956 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 5801 members 
Mstep: Class 39 contains 10716 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 32354 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2848 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6265 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12619 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19402 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6758 members 
Mstep: Class 59 contains 7332 members 
Mstep: Class 60 contains 14191 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29109 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7278 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 35733 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 17051 members 
Mstep: Class 71 contains 1535 members 
Mstep: Class 73 contains 17365 members 
Mstep: Class 74 contains 12502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173620.000000 Penalty: 43941.359375
Iteration 273Q: 74 clusters Score -4.217362e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36652 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 5986 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 36107 members 
Mstep: Class 18 contains 34134 members 
Mstep: Class 19 contains 18869 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8387 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 25256 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 818 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 11826 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1394 members 
Mstep: Class 34 contains 45999 members 
Mstep: Class 35 contains 22942 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 5761 members 
Mstep: Class 39 contains 10660 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 32566 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1608 members 
Mstep: Class 45 contains 6260 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3276 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12913 members 
Mstep: Class 51 contains 941 members 
Mstep: Class 52 contains 19391 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6663 members 
Mstep: Class 59 contains 7283 members 
Mstep: Class 60 contains 14182 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29253 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7188 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 35788 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 17111 members 
Mstep: Class 71 contains 1531 members 
Mstep: Class 73 contains 17306 members 
Mstep: Class 74 contains 12351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173528.000000 Penalty: 43941.359375
Iteration 274Q: 74 clusters Score -4.217353e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12491 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36662 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 35915 members 
Mstep: Class 18 contains 34332 members 
Mstep: Class 19 contains 18780 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8394 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24904 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 11737 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1384 members 
Mstep: Class 34 contains 46100 members 
Mstep: Class 35 contains 22957 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 5721 members 
Mstep: Class 39 contains 10602 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 32822 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6255 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3279 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13170 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19378 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6598 members 
Mstep: Class 59 contains 7248 members 
Mstep: Class 60 contains 14171 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29396 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 7092 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 35909 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 17189 members 
Mstep: Class 71 contains 1524 members 
Mstep: Class 73 contains 17210 members 
Mstep: Class 74 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173200.000000 Penalty: 43941.359375
Iteration 275Q: 74 clusters Score -4.21732e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11423 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36655 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 382 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 35665 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 18705 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3309 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24585 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 11659 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 46165 members 
Mstep: Class 35 contains 23049 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 5700 members 
Mstep: Class 39 contains 10562 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 33056 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6253 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3280 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13404 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19368 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 6540 members 
Mstep: Class 59 contains 7213 members 
Mstep: Class 60 contains 14164 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29543 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6989 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 36024 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 17257 members 
Mstep: Class 71 contains 1526 members 
Mstep: Class 73 contains 17117 members 
Mstep: Class 74 contains 12006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172908.000000 Penalty: 43941.359375
Iteration 276Q: 74 clusters Score -4.217291e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2772 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12486 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11476 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36649 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 35379 members 
Mstep: Class 18 contains 34701 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8411 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 24251 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 11587 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1372 members 
Mstep: Class 34 contains 46245 members 
Mstep: Class 35 contains 23163 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 5670 members 
Mstep: Class 39 contains 10533 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 33282 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6250 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3281 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13644 members 
Mstep: Class 51 contains 940 members 
Mstep: Class 52 contains 19360 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1091 members 
Mstep: Class 58 contains 6498 members 
Mstep: Class 59 contains 7181 members 
Mstep: Class 60 contains 14156 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29680 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6882 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 36161 members 
Mstep: Class 69 contains 144 members 
Mstep: Class 70 contains 17303 members 
Mstep: Class 71 contains 1525 members 
Mstep: Class 73 contains 17038 members 
Mstep: Class 74 contains 11824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172736.000000 Penalty: 43941.359375
Iteration 277Q: 74 clusters Score -4.217274e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11509 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36649 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5694 members 
Mstep: Class 17 contains 35008 members 
Mstep: Class 18 contains 34868 members 
Mstep: Class 19 contains 18596 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23955 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 11537 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1370 members 
Mstep: Class 34 contains 46306 members 
Mstep: Class 35 contains 23355 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5629 members 
Mstep: Class 39 contains 10506 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 33524 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2854 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6249 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3285 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13803 members 
Mstep: Class 51 contains 939 members 
Mstep: Class 52 contains 19353 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 6416 members 
Mstep: Class 59 contains 7144 members 
Mstep: Class 60 contains 14152 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29810 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6781 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 36362 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17355 members 
Mstep: Class 71 contains 1525 members 
Mstep: Class 73 contains 16947 members 
Mstep: Class 74 contains 11651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172156.000000 Penalty: 43941.359375
Iteration 278Q: 74 clusters Score -4.217216e+07 nChanged 2552
Entering ConstructFrom: 
Score: -42172156.000000 Penalty: 43941.359375
Entering ConstructFrom: 
Trying to split cluster 1 (4694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Entering Unmasked Estep 
Score: -381958.406250 Penalty: 384.658844
	Iteration 0F: 2 clusters Score -381958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -378794.562500 Penalty: 769.317688
	Iteration 0F: 3 clusters Score -378794.6 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -379851.875000 Penalty: 769.317688
	Iteration 1F: 3 clusters Score -379851.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -379944.218750 Penalty: 769.317688
	Iteration 2F: 3 clusters Score -379944.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -380019.812500 Penalty: 769.317688
	Iteration 3Q: 3 clusters Score -380019.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -380118.062500 Penalty: 769.317688
	Iteration 4Q: 3 clusters Score -380118.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -380260.906250 Penalty: 769.317688
	Iteration 5Q: 3 clusters Score -380260.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -380436.656250 Penalty: 769.317688
	Iteration 6F: 3 clusters Score -380436.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -380653.656250 Penalty: 769.317688
	Iteration 7F: 3 clusters Score -380653.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380855.875000 Penalty: 769.317688
	Iteration 8F: 3 clusters Score -380855.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -380996.625000 Penalty: 769.317688
	Iteration 9Q: 3 clusters Score -380996.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -381083.250000 Penalty: 769.317688
	Iteration 10Q: 3 clusters Score -381083.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -381161.718750 Penalty: 769.317688
	Iteration 11Q: 3 clusters Score -381161.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -381269.312500 Penalty: 769.317688
	Iteration 12Q: 3 clusters Score -381269.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -381345.750000 Penalty: 769.317688
	Iteration 13Q: 3 clusters Score -381345.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -381400.468750 Penalty: 769.317688
	Iteration 14Q: 3 clusters Score -381400.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -381436.093750 Penalty: 769.317688
	Iteration 15Q: 3 clusters Score -381436.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -381462.468750 Penalty: 769.317688
	Iteration 16Q: 3 clusters Score -381462.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -381477.937500 Penalty: 769.317688
	Iteration 17Q: 3 clusters Score -381477.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -381497.687500 Penalty: 769.317688
	Iteration 18Q: 3 clusters Score -381497.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -381516.968750 Penalty: 769.317688
	Iteration 19Q: 3 clusters Score -381517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -381526.218750 Penalty: 769.317688
	Iteration 20F: 3 clusters Score -381526.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -381531.187500 Penalty: 769.317688
	Iteration 21Q: 3 clusters Score -381531.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -381535.187500 Penalty: 769.317688
	Iteration 22Q: 3 clusters Score -381535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -381539.406250 Penalty: 769.317688
	Iteration 23Q: 3 clusters Score -381539.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -381544.781250 Penalty: 769.317688
	Iteration 24Q: 3 clusters Score -381544.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -381547.843750 Penalty: 769.317688
	Iteration 25Q: 3 clusters Score -381547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -381551.937500 Penalty: 769.317688
	Iteration 26Q: 3 clusters Score -381551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -381552.531250 Penalty: 769.317688
	Iteration 27Q: 3 clusters Score -381552.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -381553.062500 Penalty: 769.317688
	Iteration 28Q: 3 clusters Score -381553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -381555.875000 Penalty: 769.317688
	Iteration 29Q: 3 clusters Score -381555.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -381557.781250 Penalty: 769.317688
	Iteration 30Q: 3 clusters Score -381557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -381560.468750 Penalty: 769.317688
	Iteration 31Q: 3 clusters Score -381560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -381560.718750 Penalty: 769.317688
	Iteration 32Q: 3 clusters Score -381560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -381561.437500 Penalty: 769.317688
	Iteration 33Q: 3 clusters Score -381561.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -381560.750000 Penalty: 769.317688
	Iteration 34Q: 3 clusters Score -381560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -381560.906250 Penalty: 769.317688
	Iteration 35Q: 3 clusters Score -381560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -381561.125000 Penalty: 769.317688
	Iteration 36Q: 3 clusters Score -381561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -381561.187500 Penalty: 769.317688
	Iteration 37Q: 3 clusters Score -381561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -381560.687500 Penalty: 769.317688
	Iteration 38Q: 3 clusters Score -381560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -381561.437500 Penalty: 769.317688
	Iteration 39Q: 3 clusters Score -381561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -381561.437500 Penalty: 769.317688
	Iteration 40F: 3 clusters Score -381561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -205811.046875 Penalty: 360.643982
	Iteration 0F: 2 clusters Score -205811 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 1341 members 
Entering Unmasked Estep 
Score: -203825.593750 Penalty: 721.287964
	Iteration 0F: 3 clusters Score -203825.6 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -204475.218750 Penalty: 721.287964
	Iteration 1F: 3 clusters Score -204475.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -204565.687500 Penalty: 721.287964
	Iteration 2F: 3 clusters Score -204565.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -204685.125000 Penalty: 721.287964
	Iteration 3F: 3 clusters Score -204685.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -204860.093750 Penalty: 721.287964
	Iteration 4F: 3 clusters Score -204860.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -205074.234375 Penalty: 721.287964
	Iteration 5F: 3 clusters Score -205074.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -205294.812500 Penalty: 721.287964
	Iteration 6F: 3 clusters Score -205294.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -205439.828125 Penalty: 721.287964
	Iteration 7Q: 3 clusters Score -205439.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -205504.328125 Penalty: 721.287964
	Iteration 8Q: 3 clusters Score -205504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -205519.984375 Penalty: 721.287964
	Iteration 9Q: 3 clusters Score -205520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -205522.593750 Penalty: 721.287964
	Iteration 10Q: 3 clusters Score -205522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -205522.906250 Penalty: 721.287964
	Iteration 11Q: 3 clusters Score -205522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -205522.906250 Penalty: 721.287964
	Iteration 12F: 3 clusters Score -205522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -68622.273438 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -68622.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -67826.804688 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -67826.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -68163.531250 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -68163.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68238.476562 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -68238.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -68279.148438 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -68279.15 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -68305.773438 Penalty: 630.407776
	Iteration 4Q: 3 clusters Score -68305.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -68323.062500 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -68323.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68333.460938 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -68333.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -68338.773438 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -68338.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -68345.132812 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -68345.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68349.820312 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -68349.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68353.382812 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -68353.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68354.570312 Penalty: 630.407776
	Iteration 11Q: 3 clusters Score -68354.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68356.000000 Penalty: 630.407776
	Iteration 12Q: 3 clusters Score -68356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68358.109375 Penalty: 630.407776
	Iteration 13Q: 3 clusters Score -68358.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -68360.726562 Penalty: 630.407776
	Iteration 14Q: 3 clusters Score -68360.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -68365.640625 Penalty: 630.407776
	Iteration 15Q: 3 clusters Score -68365.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -68368.687500 Penalty: 630.407776
	Iteration 16Q: 3 clusters Score -68368.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68371.742188 Penalty: 630.407776
	Iteration 17Q: 3 clusters Score -68371.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -68375.773438 Penalty: 630.407776
	Iteration 18Q: 3 clusters Score -68375.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -68379.406250 Penalty: 630.407776
	Iteration 19Q: 3 clusters Score -68379.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -68381.898438 Penalty: 630.407776
	Iteration 20F: 3 clusters Score -68381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -68386.632812 Penalty: 630.407776
	Iteration 21Q: 3 clusters Score -68386.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -68391.984375 Penalty: 630.407776
	Iteration 22Q: 3 clusters Score -68391.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -68397.328125 Penalty: 630.407776
	Iteration 23Q: 3 clusters Score -68397.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68404.648438 Penalty: 630.407776
	Iteration 24Q: 3 clusters Score -68404.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68414.921875 Penalty: 630.407776
	Iteration 25Q: 3 clusters Score -68414.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68423.257812 Penalty: 630.407776
	Iteration 26Q: 3 clusters Score -68423.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -68426.546875 Penalty: 630.407776
	Iteration 27Q: 3 clusters Score -68426.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -68427.664062 Penalty: 630.407776
	Iteration 28Q: 3 clusters Score -68427.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68428.562500 Penalty: 630.407776
	Iteration 29Q: 3 clusters Score -68428.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68429.046875 Penalty: 630.407776
	Iteration 30Q: 3 clusters Score -68429.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -68429.195312 Penalty: 630.407776
	Iteration 31Q: 3 clusters Score -68429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68429.570312 Penalty: 630.407776
	Iteration 32Q: 3 clusters Score -68429.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -68430.929688 Penalty: 630.407776
	Iteration 33Q: 3 clusters Score -68430.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -68433.273438 Penalty: 630.407776
	Iteration 34Q: 3 clusters Score -68433.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68436.148438 Penalty: 630.407776
	Iteration 35Q: 3 clusters Score -68436.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68441.632812 Penalty: 630.407776
	Iteration 36Q: 3 clusters Score -68441.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68451.203125 Penalty: 630.407776
	Iteration 37Q: 3 clusters Score -68451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -68457.437500 Penalty: 630.407776
	Iteration 38Q: 3 clusters Score -68457.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -68461.476562 Penalty: 630.407776
	Iteration 39Q: 3 clusters Score -68461.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -68467.273438 Penalty: 630.407776
	Iteration 40F: 3 clusters Score -68467.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -68472.406250 Penalty: 630.407776
	Iteration 41Q: 3 clusters Score -68472.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68475.000000 Penalty: 630.407776
	Iteration 42Q: 3 clusters Score -68475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68475.421875 Penalty: 630.407776
	Iteration 43Q: 3 clusters Score -68475.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68475.507812 Penalty: 630.407776
	Iteration 44Q: 3 clusters Score -68475.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68475.507812 Penalty: 630.407776
	Iteration 45F: 3 clusters Score -68475.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Entering Unmasked Estep 
Score: -945443.500000 Penalty: 429.252655
	Iteration 0F: 2 clusters Score -945443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -937137.562500 Penalty: 858.505310
	Iteration 0F: 3 clusters Score -937137.6 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -941237.125000 Penalty: 858.505310
	Iteration 1F: 3 clusters Score -941237.1 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -941868.625000 Penalty: 858.505310
	Iteration 2F: 3 clusters Score -941868.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -942409.937500 Penalty: 858.505310
	Iteration 3F: 3 clusters Score -942409.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -942754.937500 Penalty: 858.505310
	Iteration 4F: 3 clusters Score -942754.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -942997.187500 Penalty: 858.505310
	Iteration 5Q: 3 clusters Score -942997.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -943163.187500 Penalty: 858.505310
	Iteration 6Q: 3 clusters Score -943163.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -943304.125000 Penalty: 858.505310
	Iteration 7Q: 3 clusters Score -943304.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -943409.187500 Penalty: 858.505310
	Iteration 8Q: 3 clusters Score -943409.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -943501.750000 Penalty: 858.505310
	Iteration 9Q: 3 clusters Score -943501.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -943577.812500 Penalty: 858.505310
	Iteration 10Q: 3 clusters Score -943577.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -943652.312500 Penalty: 858.505310
	Iteration 11Q: 3 clusters Score -943652.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -943712.062500 Penalty: 858.505310
	Iteration 12Q: 3 clusters Score -943712.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -943753.562500 Penalty: 858.505310
	Iteration 13Q: 3 clusters Score -943753.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -943795.312500 Penalty: 858.505310
	Iteration 14Q: 3 clusters Score -943795.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -943852.187500 Penalty: 858.505310
	Iteration 15Q: 3 clusters Score -943852.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -943915.875000 Penalty: 858.505310
	Iteration 16Q: 3 clusters Score -943915.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -943976.000000 Penalty: 858.505310
	Iteration 17Q: 3 clusters Score -943976 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -944036.500000 Penalty: 858.505310
	Iteration 18Q: 3 clusters Score -944036.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -944086.187500 Penalty: 858.505310
	Iteration 19Q: 3 clusters Score -944086.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -944137.125000 Penalty: 858.505310
	Iteration 20F: 3 clusters Score -944137.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -944182.875000 Penalty: 858.505310
	Iteration 21Q: 3 clusters Score -944182.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -944247.375000 Penalty: 858.505310
	Iteration 22Q: 3 clusters Score -944247.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -944310.625000 Penalty: 858.505310
	Iteration 23Q: 3 clusters Score -944310.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -944375.687500 Penalty: 858.505310
	Iteration 24Q: 3 clusters Score -944375.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -944443.937500 Penalty: 858.505310
	Iteration 25Q: 3 clusters Score -944443.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -944505.187500 Penalty: 858.505310
	Iteration 26Q: 3 clusters Score -944505.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -944570.500000 Penalty: 858.505310
	Iteration 27Q: 3 clusters Score -944570.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -944629.437500 Penalty: 858.505310
	Iteration 28Q: 3 clusters Score -944629.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -944677.062500 Penalty: 858.505310
	Iteration 29Q: 3 clusters Score -944677.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -944709.625000 Penalty: 858.505310
	Iteration 30Q: 3 clusters Score -944709.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -944744.187500 Penalty: 858.505310
	Iteration 31Q: 3 clusters Score -944744.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -944786.500000 Penalty: 858.505310
	Iteration 32Q: 3 clusters Score -944786.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -944823.312500 Penalty: 858.505310
	Iteration 33Q: 3 clusters Score -944823.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -944854.625000 Penalty: 858.505310
	Iteration 34Q: 3 clusters Score -944854.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -944876.062500 Penalty: 858.505310
	Iteration 35Q: 3 clusters Score -944876.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -944898.437500 Penalty: 858.505310
	Iteration 36Q: 3 clusters Score -944898.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -944923.062500 Penalty: 858.505310
	Iteration 37Q: 3 clusters Score -944923.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -944935.125000 Penalty: 858.505310
	Iteration 38Q: 3 clusters Score -944935.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -944948.937500 Penalty: 858.505310
	Iteration 39Q: 3 clusters Score -944948.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -944963.625000 Penalty: 858.505310
	Iteration 40F: 3 clusters Score -944963.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -944982.375000 Penalty: 858.505310
	Iteration 41Q: 3 clusters Score -944982.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -945002.875000 Penalty: 858.505310
	Iteration 42Q: 3 clusters Score -945002.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -945018.250000 Penalty: 858.505310
	Iteration 43Q: 3 clusters Score -945018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -945029.937500 Penalty: 858.505310
	Iteration 44Q: 3 clusters Score -945029.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -945041.375000 Penalty: 858.505310
	Iteration 45Q: 3 clusters Score -945041.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -945050.250000 Penalty: 858.505310
	Iteration 46Q: 3 clusters Score -945050.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -945053.375000 Penalty: 858.505310
	Iteration 47Q: 3 clusters Score -945053.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -945057.625000 Penalty: 858.505310
	Iteration 48Q: 3 clusters Score -945057.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -945061.562500 Penalty: 858.505310
	Iteration 49Q: 3 clusters Score -945061.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -945064.875000 Penalty: 858.505310
	Iteration 50Q: 3 clusters Score -945064.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -945069.062500 Penalty: 858.505310
	Iteration 51Q: 3 clusters Score -945069.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -945068.687500 Penalty: 858.505310
	Iteration 52Q: 3 clusters Score -945068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -945068.625000 Penalty: 858.505310
	Iteration 53Q: 3 clusters Score -945068.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -945069.000000 Penalty: 858.505310
	Iteration 54Q: 3 clusters Score -945069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -945069.437500 Penalty: 858.505310
	Iteration 55Q: 3 clusters Score -945069.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -945070.375000 Penalty: 858.505310
	Iteration 56Q: 3 clusters Score -945070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -945072.875000 Penalty: 858.505310
	Iteration 57Q: 3 clusters Score -945072.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -945075.312500 Penalty: 858.505310
	Iteration 58Q: 3 clusters Score -945075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -945077.562500 Penalty: 858.505310
	Iteration 59Q: 3 clusters Score -945077.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -945080.562500 Penalty: 858.505310
	Iteration 60F: 3 clusters Score -945080.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -945084.000000 Penalty: 858.505310
	Iteration 61Q: 3 clusters Score -945084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -945085.062500 Penalty: 858.505310
	Iteration 62Q: 3 clusters Score -945085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -945085.437500 Penalty: 858.505310
	Iteration 63Q: 3 clusters Score -945085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -945085.187500 Penalty: 858.505310
	Iteration 64Q: 3 clusters Score -945085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -945087.437500 Penalty: 858.505310
	Iteration 65Q: 3 clusters Score -945087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -945090.125000 Penalty: 858.505310
	Iteration 66Q: 3 clusters Score -945090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -945089.062500 Penalty: 858.505310
	Iteration 67Q: 3 clusters Score -945089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -945089.000000 Penalty: 858.505310
	Iteration 68Q: 3 clusters Score -945089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -945089.000000 Penalty: 858.505310
	Iteration 69F: 3 clusters Score -945089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -9096.737305 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -9096.737 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 140 members 
Entering Unmasked Estep 
Score: -8782.340820 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -8782.341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8933.930664 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -8933.931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8977.043945 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -8977.044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9009.624023 Penalty: 506.371338
	Iteration 3Q: 3 clusters Score -9009.624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9025.014648 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -9025.015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9038.163086 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -9038.163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9042.705078 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -9042.705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9046.051758 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -9046.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9046.689453 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -9046.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9047.485352 Penalty: 506.371338
	Iteration 9Q: 3 clusters Score -9047.485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9048.524414 Penalty: 506.371338
	Iteration 10Q: 3 clusters Score -9048.524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9051.411133 Penalty: 506.371338
	Iteration 11Q: 3 clusters Score -9051.411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9052.661133 Penalty: 506.371338
	Iteration 12Q: 3 clusters Score -9052.661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9055.545898 Penalty: 506.371338
	Iteration 13Q: 3 clusters Score -9055.546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -9055.929688 Penalty: 506.371338
	Iteration 14Q: 3 clusters Score -9055.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9056.258789 Penalty: 506.371338
	Iteration 15Q: 3 clusters Score -9056.259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9056.258789 Penalty: 506.371338
	Iteration 16F: 3 clusters Score -9056.259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Entering Unmasked Estep 
Score: -934829.000000 Penalty: 425.599457
	Iteration 0F: 2 clusters Score -934829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -927066.437500 Penalty: 851.198914
	Iteration 0F: 3 clusters Score -927066.4 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -930156.937500 Penalty: 851.198914
	Iteration 1F: 3 clusters Score -930156.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -930354.437500 Penalty: 851.198914
	Iteration 2Q: 3 clusters Score -930354.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -930572.750000 Penalty: 851.198914
	Iteration 3F: 3 clusters Score -930572.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -930853.937500 Penalty: 851.198914
	Iteration 4Q: 3 clusters Score -930853.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -931306.562500 Penalty: 851.198914
	Iteration 5F: 3 clusters Score -931306.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -931960.187500 Penalty: 851.198914
	Iteration 6F: 3 clusters Score -931960.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -932625.312500 Penalty: 851.198914
	Iteration 7F: 3 clusters Score -932625.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -933037.562500 Penalty: 851.198914
	Iteration 8F: 3 clusters Score -933037.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -933246.187500 Penalty: 851.198914
	Iteration 9Q: 3 clusters Score -933246.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -933425.750000 Penalty: 851.198914
	Iteration 10Q: 3 clusters Score -933425.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -933618.250000 Penalty: 851.198914
	Iteration 11Q: 3 clusters Score -933618.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -933804.312500 Penalty: 851.198914
	Iteration 12Q: 3 clusters Score -933804.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -933942.687500 Penalty: 851.198914
	Iteration 13Q: 3 clusters Score -933942.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -934062.000000 Penalty: 851.198914
	Iteration 14Q: 3 clusters Score -934062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -934137.937500 Penalty: 851.198914
	Iteration 15Q: 3 clusters Score -934137.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -934184.937500 Penalty: 851.198914
	Iteration 16Q: 3 clusters Score -934184.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -934231.062500 Penalty: 851.198914
	Iteration 17Q: 3 clusters Score -934231.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -934269.125000 Penalty: 851.198914
	Iteration 18Q: 3 clusters Score -934269.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -934289.937500 Penalty: 851.198914
	Iteration 19Q: 3 clusters Score -934289.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -934302.562500 Penalty: 851.198914
	Iteration 20F: 3 clusters Score -934302.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -934318.875000 Penalty: 851.198914
	Iteration 21Q: 3 clusters Score -934318.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -934321.500000 Penalty: 851.198914
	Iteration 22Q: 3 clusters Score -934321.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -934325.562500 Penalty: 851.198914
	Iteration 23Q: 3 clusters Score -934325.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -934324.937500 Penalty: 851.198914
	Iteration 24Q: 3 clusters Score -934324.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -934322.375000 Penalty: 851.198914
	Iteration 25Q: 3 clusters Score -934322.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -934322.625000 Penalty: 851.198914
	Iteration 26Q: 3 clusters Score -934322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -934320.062500 Penalty: 851.198914
	Iteration 27Q: 3 clusters Score -934320.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -934323.500000 Penalty: 851.198914
	Iteration 28Q: 3 clusters Score -934323.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -934326.375000 Penalty: 851.198914
	Iteration 29Q: 3 clusters Score -934326.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -934324.125000 Penalty: 851.198914
	Iteration 30Q: 3 clusters Score -934324.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -934326.687500 Penalty: 851.198914
	Iteration 31Q: 3 clusters Score -934326.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -934329.500000 Penalty: 851.198914
	Iteration 32Q: 3 clusters Score -934329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -934325.437500 Penalty: 851.198914
	Iteration 33Q: 3 clusters Score -934325.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -934332.562500 Penalty: 851.198914
	Iteration 34Q: 3 clusters Score -934332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -934338.375000 Penalty: 851.198914
	Iteration 35Q: 3 clusters Score -934338.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -934342.187500 Penalty: 851.198914
	Iteration 36Q: 3 clusters Score -934342.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -934343.625000 Penalty: 851.198914
	Iteration 37Q: 3 clusters Score -934343.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -934347.875000 Penalty: 851.198914
	Iteration 38Q: 3 clusters Score -934347.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -934347.750000 Penalty: 851.198914
	Iteration 39Q: 3 clusters Score -934347.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -934349.437500 Penalty: 851.198914
	Iteration 40F: 3 clusters Score -934349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -934351.125000 Penalty: 851.198914
	Iteration 41Q: 3 clusters Score -934351.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -934357.812500 Penalty: 851.198914
	Iteration 42Q: 3 clusters Score -934357.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -934362.187500 Penalty: 851.198914
	Iteration 43Q: 3 clusters Score -934362.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -934365.875000 Penalty: 851.198914
	Iteration 44Q: 3 clusters Score -934365.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -934367.937500 Penalty: 851.198914
	Iteration 45Q: 3 clusters Score -934367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -934373.000000 Penalty: 851.198914
	Iteration 46Q: 3 clusters Score -934373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -934370.875000 Penalty: 851.198914
	Iteration 47Q: 3 clusters Score -934370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -934371.437500 Penalty: 851.198914
	Iteration 48Q: 3 clusters Score -934371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -934374.312500 Penalty: 851.198914
	Iteration 49Q: 3 clusters Score -934374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -934376.250000 Penalty: 851.198914
	Iteration 50Q: 3 clusters Score -934376.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -934378.875000 Penalty: 851.198914
	Iteration 51Q: 3 clusters Score -934378.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -934376.062500 Penalty: 851.198914
	Iteration 52Q: 3 clusters Score -934376.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -934375.625000 Penalty: 851.198914
	Iteration 53Q: 3 clusters Score -934375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -934375.875000 Penalty: 851.198914
	Iteration 54Q: 3 clusters Score -934375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -934377.750000 Penalty: 851.198914
	Iteration 55Q: 3 clusters Score -934377.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -934378.875000 Penalty: 851.198914
	Iteration 56Q: 3 clusters Score -934378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -934382.625000 Penalty: 851.198914
	Iteration 57Q: 3 clusters Score -934382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -934384.437500 Penalty: 851.198914
	Iteration 58Q: 3 clusters Score -934384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -934386.062500 Penalty: 851.198914
	Iteration 59Q: 3 clusters Score -934386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -934387.250000 Penalty: 851.198914
	Iteration 60F: 3 clusters Score -934387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -934385.312500 Penalty: 851.198914
	Iteration 61Q: 3 clusters Score -934385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -934386.312500 Penalty: 851.198914
	Iteration 62Q: 3 clusters Score -934386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -934385.562500 Penalty: 851.198914
	Iteration 63Q: 3 clusters Score -934385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -934385.312500 Penalty: 851.198914
	Iteration 64Q: 3 clusters Score -934385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -934385.375000 Penalty: 851.198914
	Iteration 65Q: 3 clusters Score -934385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -934385.375000 Penalty: 851.198914
	Iteration 66Q: 3 clusters Score -934385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -934387.312500 Penalty: 851.198914
	Iteration 67Q: 3 clusters Score -934387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -934386.562500 Penalty: 851.198914
	Iteration 68Q: 3 clusters Score -934386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -934388.125000 Penalty: 851.198914
	Iteration 69Q: 3 clusters Score -934388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -934388.812500 Penalty: 851.198914
	Iteration 70Q: 3 clusters Score -934388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -934387.625000 Penalty: 851.198914
	Iteration 71Q: 3 clusters Score -934387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -934389.687500 Penalty: 851.198914
	Iteration 72Q: 3 clusters Score -934389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -934390.750000 Penalty: 851.198914
	Iteration 73Q: 3 clusters Score -934390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -934390.937500 Penalty: 851.198914
	Iteration 74Q: 3 clusters Score -934390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -934391.187500 Penalty: 851.198914
	Iteration 75Q: 3 clusters Score -934391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -934391.562500 Penalty: 851.198914
	Iteration 76Q: 3 clusters Score -934391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -934392.500000 Penalty: 851.198914
	Iteration 77Q: 3 clusters Score -934392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -934391.750000 Penalty: 851.198914
	Iteration 78Q: 3 clusters Score -934391.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -934392.062500 Penalty: 851.198914
	Iteration 79Q: 3 clusters Score -934392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -934391.125000 Penalty: 851.198914
	Iteration 80F: 3 clusters Score -934391.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -934392.812500 Penalty: 851.198914
	Iteration 81Q: 3 clusters Score -934392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -934394.562500 Penalty: 851.198914
	Iteration 82Q: 3 clusters Score -934394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -934393.687500 Penalty: 851.198914
	Iteration 83Q: 3 clusters Score -934393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -934395.062500 Penalty: 851.198914
	Iteration 84Q: 3 clusters Score -934395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -934395.937500 Penalty: 851.198914
	Iteration 85Q: 3 clusters Score -934395.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -934394.312500 Penalty: 851.198914
	Iteration 86Q: 3 clusters Score -934394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -934395.375000 Penalty: 851.198914
	Iteration 87Q: 3 clusters Score -934395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -934396.750000 Penalty: 851.198914
	Iteration 88Q: 3 clusters Score -934396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -934395.625000 Penalty: 851.198914
	Iteration 89Q: 3 clusters Score -934395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -934395.625000 Penalty: 851.198914
	Iteration 90F: 3 clusters Score -934395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -235197.015625 Penalty: 367.041016
	Iteration 0F: 2 clusters Score -235197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -233000.531250 Penalty: 734.082031
	Iteration 0F: 3 clusters Score -233000.5 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -233776.406250 Penalty: 734.082031
	Iteration 1F: 3 clusters Score -233776.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -233879.687500 Penalty: 734.082031
	Iteration 2F: 3 clusters Score -233879.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -233984.343750 Penalty: 734.082031
	Iteration 3F: 3 clusters Score -233984.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -234103.125000 Penalty: 734.082031
	Iteration 4F: 3 clusters Score -234103.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -234253.453125 Penalty: 734.082031
	Iteration 5F: 3 clusters Score -234253.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -234428.625000 Penalty: 734.082031
	Iteration 6F: 3 clusters Score -234428.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -234597.343750 Penalty: 734.082031
	Iteration 7F: 3 clusters Score -234597.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -234724.625000 Penalty: 734.082031
	Iteration 8Q: 3 clusters Score -234724.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -234798.843750 Penalty: 734.082031
	Iteration 9Q: 3 clusters Score -234798.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -234851.921875 Penalty: 734.082031
	Iteration 10Q: 3 clusters Score -234851.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -234878.078125 Penalty: 734.082031
	Iteration 11Q: 3 clusters Score -234878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -234894.531250 Penalty: 734.082031
	Iteration 12Q: 3 clusters Score -234894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -234905.015625 Penalty: 734.082031
	Iteration 13Q: 3 clusters Score -234905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -234910.296875 Penalty: 734.082031
	Iteration 14Q: 3 clusters Score -234910.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -234910.953125 Penalty: 734.082031
	Iteration 15Q: 3 clusters Score -234911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -234910.953125 Penalty: 734.082031
	Iteration 16F: 3 clusters Score -234911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 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 74 members 
Entering Unmasked Estep 
Score: -9660.797852 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9660.798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9716.828125 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9716.828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9732.050781 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9732.051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9739.641602 Penalty: 458.362671
	Iteration 3Q: 3 clusters Score -9739.642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9743.279297 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9743.279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9743.570312 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9743.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9743.570312 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -9743.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Entering Unmasked Estep 
Score: -2935760.500000 Penalty: 478.159698
	Iteration 0F: 2 clusters Score -2935760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2913179.000000 Penalty: 956.319397
	Iteration 0F: 3 clusters Score -2913179 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2924716.500000 Penalty: 956.319397
	Iteration 1F: 3 clusters Score -2924716 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2926024.250000 Penalty: 956.319397
	Iteration 2F: 3 clusters Score -2926024 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2927935.750000 Penalty: 956.319397
	Iteration 3F: 3 clusters Score -2927936 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2929910.000000 Penalty: 956.319397
	Iteration 4F: 3 clusters Score -2929910 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2931174.000000 Penalty: 956.319397
	Iteration 5F: 3 clusters Score -2931174 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2931616.500000 Penalty: 956.319397
	Iteration 6Q: 3 clusters Score -2931616 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2931771.250000 Penalty: 956.319397
	Iteration 7Q: 3 clusters Score -2931771 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2931871.500000 Penalty: 956.319397
	Iteration 8Q: 3 clusters Score -2931872 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2931938.000000 Penalty: 956.319397
	Iteration 9Q: 3 clusters Score -2931938 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2932012.500000 Penalty: 956.319397
	Iteration 10Q: 3 clusters Score -2932012 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2932104.250000 Penalty: 956.319397
	Iteration 11Q: 3 clusters Score -2932104 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2932166.500000 Penalty: 956.319397
	Iteration 12Q: 3 clusters Score -2932166 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2932225.500000 Penalty: 956.319397
	Iteration 13Q: 3 clusters Score -2932226 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2932309.000000 Penalty: 956.319397
	Iteration 14Q: 3 clusters Score -2932309 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2932398.250000 Penalty: 956.319397
	Iteration 15Q: 3 clusters Score -2932398 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2932515.000000 Penalty: 956.319397
	Iteration 16Q: 3 clusters Score -2932515 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2932666.500000 Penalty: 956.319397
	Iteration 17Q: 3 clusters Score -2932666 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2932833.250000 Penalty: 956.319397
	Iteration 18Q: 3 clusters Score -2932833 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2932946.750000 Penalty: 956.319397
	Iteration 19Q: 3 clusters Score -2932947 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2933071.500000 Penalty: 956.319397
	Iteration 20F: 3 clusters Score -2933072 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2933174.500000 Penalty: 956.319397
	Iteration 21Q: 3 clusters Score -2933174 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2933309.250000 Penalty: 956.319397
	Iteration 22Q: 3 clusters Score -2933309 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2933388.250000 Penalty: 956.319397
	Iteration 23Q: 3 clusters Score -2933388 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2933483.000000 Penalty: 956.319397
	Iteration 24Q: 3 clusters Score -2933483 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2933564.000000 Penalty: 956.319397
	Iteration 25Q: 3 clusters Score -2933564 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2933642.250000 Penalty: 956.319397
	Iteration 26Q: 3 clusters Score -2933642 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2933694.250000 Penalty: 956.319397
	Iteration 27Q: 3 clusters Score -2933694 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2933718.250000 Penalty: 956.319397
	Iteration 28Q: 3 clusters Score -2933718 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2933763.000000 Penalty: 956.319397
	Iteration 29Q: 3 clusters Score -2933763 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2933809.000000 Penalty: 956.319397
	Iteration 30Q: 3 clusters Score -2933809 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2933877.000000 Penalty: 956.319397
	Iteration 31Q: 3 clusters Score -2933877 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2933909.000000 Penalty: 956.319397
	Iteration 32Q: 3 clusters Score -2933909 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2933961.250000 Penalty: 956.319397
	Iteration 33Q: 3 clusters Score -2933961 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2934007.500000 Penalty: 956.319397
	Iteration 34Q: 3 clusters Score -2934008 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2934048.250000 Penalty: 956.319397
	Iteration 35Q: 3 clusters Score -2934048 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2934093.750000 Penalty: 956.319397
	Iteration 36Q: 3 clusters Score -2934094 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2934146.250000 Penalty: 956.319397
	Iteration 37Q: 3 clusters Score -2934146 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2934188.500000 Penalty: 956.319397
	Iteration 38Q: 3 clusters Score -2934188 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2934227.500000 Penalty: 956.319397
	Iteration 39Q: 3 clusters Score -2934228 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2934274.000000 Penalty: 956.319397
	Iteration 40F: 3 clusters Score -2934274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2934313.000000 Penalty: 956.319397
	Iteration 41Q: 3 clusters Score -2934313 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2934357.750000 Penalty: 956.319397
	Iteration 42Q: 3 clusters Score -2934358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2934361.000000 Penalty: 956.319397
	Iteration 43Q: 3 clusters Score -2934361 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2934396.250000 Penalty: 956.319397
	Iteration 44Q: 3 clusters Score -2934396 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2934443.250000 Penalty: 956.319397
	Iteration 45Q: 3 clusters Score -2934443 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2934472.000000 Penalty: 956.319397
	Iteration 46Q: 3 clusters Score -2934472 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2934510.750000 Penalty: 956.319397
	Iteration 47Q: 3 clusters Score -2934511 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2934528.750000 Penalty: 956.319397
	Iteration 48Q: 3 clusters Score -2934529 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2934551.250000 Penalty: 956.319397
	Iteration 49Q: 3 clusters Score -2934551 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2934583.250000 Penalty: 956.319397
	Iteration 50Q: 3 clusters Score -2934583 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2934602.500000 Penalty: 956.319397
	Iteration 51Q: 3 clusters Score -2934602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2934643.250000 Penalty: 956.319397
	Iteration 52Q: 3 clusters Score -2934643 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2934648.500000 Penalty: 956.319397
	Iteration 53Q: 3 clusters Score -2934648 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2934667.250000 Penalty: 956.319397
	Iteration 54Q: 3 clusters Score -2934667 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2934703.000000 Penalty: 956.319397
	Iteration 55Q: 3 clusters Score -2934703 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2934744.000000 Penalty: 956.319397
	Iteration 56Q: 3 clusters Score -2934744 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2934763.500000 Penalty: 956.319397
	Iteration 57Q: 3 clusters Score -2934764 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2934787.500000 Penalty: 956.319397
	Iteration 58Q: 3 clusters Score -2934788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2934828.000000 Penalty: 956.319397
	Iteration 59Q: 3 clusters Score -2934828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2934874.500000 Penalty: 956.319397
	Iteration 60F: 3 clusters Score -2934874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2934930.500000 Penalty: 956.319397
	Iteration 61Q: 3 clusters Score -2934930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2934957.250000 Penalty: 956.319397
	Iteration 62Q: 3 clusters Score -2934957 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2934999.500000 Penalty: 956.319397
	Iteration 63Q: 3 clusters Score -2935000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2935038.250000 Penalty: 956.319397
	Iteration 64Q: 3 clusters Score -2935038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2935064.500000 Penalty: 956.319397
	Iteration 65Q: 3 clusters Score -2935064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2935102.500000 Penalty: 956.319397
	Iteration 66Q: 3 clusters Score -2935102 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2935110.750000 Penalty: 956.319397
	Iteration 67Q: 3 clusters Score -2935111 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2935155.000000 Penalty: 956.319397
	Iteration 68Q: 3 clusters Score -2935155 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2935182.750000 Penalty: 956.319397
	Iteration 69Q: 3 clusters Score -2935183 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2935216.750000 Penalty: 956.319397
	Iteration 70Q: 3 clusters Score -2935217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2935232.000000 Penalty: 956.319397
	Iteration 71Q: 3 clusters Score -2935232 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2935297.500000 Penalty: 956.319397
	Iteration 72Q: 3 clusters Score -2935298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2935321.500000 Penalty: 956.319397
	Iteration 73Q: 3 clusters Score -2935322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2935371.500000 Penalty: 956.319397
	Iteration 74Q: 3 clusters Score -2935372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2935395.000000 Penalty: 956.319397
	Iteration 75Q: 3 clusters Score -2935395 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2935424.500000 Penalty: 956.319397
	Iteration 76Q: 3 clusters Score -2935424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2935463.000000 Penalty: 956.319397
	Iteration 77Q: 3 clusters Score -2935463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2935502.500000 Penalty: 956.319397
	Iteration 78Q: 3 clusters Score -2935502 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2935543.750000 Penalty: 956.319397
	Iteration 79Q: 3 clusters Score -2935544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2935563.250000 Penalty: 956.319397
	Iteration 80F: 3 clusters Score -2935563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2935596.000000 Penalty: 956.319397
	Iteration 81Q: 3 clusters Score -2935596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2935621.250000 Penalty: 956.319397
	Iteration 82Q: 3 clusters Score -2935621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2935641.250000 Penalty: 956.319397
	Iteration 83Q: 3 clusters Score -2935641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2935646.750000 Penalty: 956.319397
	Iteration 84Q: 3 clusters Score -2935647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2935674.250000 Penalty: 956.319397
	Iteration 85Q: 3 clusters Score -2935674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2935672.000000 Penalty: 956.319397
	Iteration 86Q: 3 clusters Score -2935672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2935694.000000 Penalty: 956.319397
	Iteration 87Q: 3 clusters Score -2935694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2935689.250000 Penalty: 956.319397
	Iteration 88Q: 3 clusters Score -2935689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2935695.000000 Penalty: 956.319397
	Iteration 89Q: 3 clusters Score -2935695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2935699.000000 Penalty: 956.319397
	Iteration 90Q: 3 clusters Score -2935699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2935697.000000 Penalty: 956.319397
	Iteration 91Q: 3 clusters Score -2935697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2935698.500000 Penalty: 956.319397
	Iteration 92Q: 3 clusters Score -2935698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2935698.250000 Penalty: 956.319397
	Iteration 93Q: 3 clusters Score -2935698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2935704.500000 Penalty: 956.319397
	Iteration 94Q: 3 clusters Score -2935704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2935691.000000 Penalty: 956.319397
	Iteration 95Q: 3 clusters Score -2935691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2935693.750000 Penalty: 956.319397
	Iteration 96Q: 3 clusters Score -2935694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2935700.750000 Penalty: 956.319397
	Iteration 97Q: 3 clusters Score -2935701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2935698.250000 Penalty: 956.319397
	Iteration 98Q: 3 clusters Score -2935698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2935705.000000 Penalty: 956.319397
	Iteration 99Q: 3 clusters Score -2935705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2935708.500000 Penalty: 956.319397
	Iteration 100F: 3 clusters Score -2935708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2935700.250000 Penalty: 956.319397
	Iteration 101Q: 3 clusters Score -2935700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2935709.750000 Penalty: 956.319397
	Iteration 102Q: 3 clusters Score -2935710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2935721.000000 Penalty: 956.319397
	Iteration 103Q: 3 clusters Score -2935721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2935732.250000 Penalty: 956.319397
	Iteration 104Q: 3 clusters Score -2935732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2935725.250000 Penalty: 956.319397
	Iteration 105Q: 3 clusters Score -2935725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2935730.750000 Penalty: 956.319397
	Iteration 106Q: 3 clusters Score -2935731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2935738.500000 Penalty: 956.319397
	Iteration 107Q: 3 clusters Score -2935738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2935727.000000 Penalty: 956.319397
	Iteration 108Q: 3 clusters Score -2935727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2935722.250000 Penalty: 956.319397
	Iteration 109Q: 3 clusters Score -2935722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2935711.750000 Penalty: 956.319397
	Iteration 110Q: 3 clusters Score -2935712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2935715.750000 Penalty: 956.319397
	Iteration 111Q: 3 clusters Score -2935716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2935719.000000 Penalty: 956.319397
	Iteration 112Q: 3 clusters Score -2935719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2935714.500000 Penalty: 956.319397
	Iteration 113Q: 3 clusters Score -2935714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2935711.000000 Penalty: 956.319397
	Iteration 114Q: 3 clusters Score -2935711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2935722.750000 Penalty: 956.319397
	Iteration 115Q: 3 clusters Score -2935723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2935717.750000 Penalty: 956.319397
	Iteration 116Q: 3 clusters Score -2935718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2935712.250000 Penalty: 956.319397
	Iteration 117Q: 3 clusters Score -2935712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2935709.500000 Penalty: 956.319397
	Iteration 118Q: 3 clusters Score -2935710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2935707.750000 Penalty: 956.319397
	Iteration 119Q: 3 clusters Score -2935708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2935702.500000 Penalty: 956.319397
	Iteration 120F: 3 clusters Score -2935702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2935701.500000 Penalty: 956.319397
	Iteration 121Q: 3 clusters Score -2935702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2935700.250000 Penalty: 956.319397
	Iteration 122Q: 3 clusters Score -2935700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2935707.250000 Penalty: 956.319397
	Iteration 123Q: 3 clusters Score -2935707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2935706.750000 Penalty: 956.319397
	Iteration 124Q: 3 clusters Score -2935707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2935714.000000 Penalty: 956.319397
	Iteration 125Q: 3 clusters Score -2935714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2935714.500000 Penalty: 956.319397
	Iteration 126Q: 3 clusters Score -2935714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2935712.000000 Penalty: 956.319397
	Iteration 127Q: 3 clusters Score -2935712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2935712.500000 Penalty: 956.319397
	Iteration 128Q: 3 clusters Score -2935712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2935716.250000 Penalty: 956.319397
	Iteration 129Q: 3 clusters Score -2935716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2935714.000000 Penalty: 956.319397
	Iteration 130Q: 3 clusters Score -2935714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2935719.000000 Penalty: 956.319397
	Iteration 131Q: 3 clusters Score -2935719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2935717.000000 Penalty: 956.319397
	Iteration 132Q: 3 clusters Score -2935717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2935715.750000 Penalty: 956.319397
	Iteration 133Q: 3 clusters Score -2935716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2935714.500000 Penalty: 956.319397
	Iteration 134Q: 3 clusters Score -2935714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2935711.750000 Penalty: 956.319397
	Iteration 135Q: 3 clusters Score -2935712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2935712.750000 Penalty: 956.319397
	Iteration 136Q: 3 clusters Score -2935713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2935712.000000 Penalty: 956.319397
	Iteration 137Q: 3 clusters Score -2935712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2935712.000000 Penalty: 956.319397
	Iteration 138Q: 3 clusters Score -2935712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2935710.250000 Penalty: 956.319397
	Iteration 139Q: 3 clusters Score -2935710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2935712.250000 Penalty: 956.319397
	Iteration 140F: 3 clusters Score -2935712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2935709.750000 Penalty: 956.319397
	Iteration 141Q: 3 clusters Score -2935710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2935713.000000 Penalty: 956.319397
	Iteration 142Q: 3 clusters Score -2935713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2935710.250000 Penalty: 956.319397
	Iteration 143Q: 3 clusters Score -2935710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2935710.000000 Penalty: 956.319397
	Iteration 144Q: 3 clusters Score -2935710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2935709.000000 Penalty: 956.319397
	Iteration 145Q: 3 clusters Score -2935709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2935708.500000 Penalty: 956.319397
	Iteration 146Q: 3 clusters Score -2935708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2935710.750000 Penalty: 956.319397
	Iteration 147Q: 3 clusters Score -2935711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2935710.500000 Penalty: 956.319397
	Iteration 148Q: 3 clusters Score -2935710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2935708.500000 Penalty: 956.319397
	Iteration 149Q: 3 clusters Score -2935708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2935708.500000 Penalty: 956.319397
	Iteration 150F: 3 clusters Score -2935708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -41334.878906 Penalty: 290.449554
	Iteration 0F: 2 clusters Score -41334.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40758.617188 Penalty: 580.899109
	Iteration 0F: 3 clusters Score -40758.62 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40955.605469 Penalty: 580.899109
	Iteration 1F: 3 clusters Score -40955.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41065.132812 Penalty: 580.899109
	Iteration 2F: 3 clusters Score -41065.13 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41150.695312 Penalty: 580.899109
	Iteration 3F: 3 clusters Score -41150.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41196.304688 Penalty: 580.899109
	Iteration 4F: 3 clusters Score -41196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41204.425781 Penalty: 580.899109
	Iteration 5Q: 3 clusters Score -41204.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41210.167969 Penalty: 580.899109
	Iteration 6Q: 3 clusters Score -41210.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41215.023438 Penalty: 580.899109
	Iteration 7Q: 3 clusters Score -41215.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41218.351562 Penalty: 580.899109
	Iteration 8Q: 3 clusters Score -41218.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41219.570312 Penalty: 580.899109
	Iteration 9Q: 3 clusters Score -41219.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41220.441406 Penalty: 580.899109
	Iteration 10Q: 3 clusters Score -41220.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41220.441406 Penalty: 580.899109
	Iteration 11F: 3 clusters Score -41220.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -91641.085938 Penalty: 324.236969
	Iteration 0F: 2 clusters Score -91641.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -90707.273438 Penalty: 648.473938
	Iteration 0F: 3 clusters Score -90707.27 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91094.289062 Penalty: 648.473938
	Iteration 1F: 3 clusters Score -91094.29 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -91231.609375 Penalty: 648.473938
	Iteration 2F: 3 clusters Score -91231.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -91300.804688 Penalty: 648.473938
	Iteration 3F: 3 clusters Score -91300.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -91343.445312 Penalty: 648.473938
	Iteration 4Q: 3 clusters Score -91343.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -91397.484375 Penalty: 648.473938
	Iteration 5Q: 3 clusters Score -91397.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -91431.343750 Penalty: 648.473938
	Iteration 6Q: 3 clusters Score -91431.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -91442.671875 Penalty: 648.473938
	Iteration 7Q: 3 clusters Score -91442.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -91451.226562 Penalty: 648.473938
	Iteration 8Q: 3 clusters Score -91451.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -91454.750000 Penalty: 648.473938
	Iteration 9Q: 3 clusters Score -91454.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -91456.554688 Penalty: 648.473938
	Iteration 10Q: 3 clusters Score -91456.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -91457.304688 Penalty: 648.473938
	Iteration 11Q: 3 clusters Score -91457.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -91457.492188 Penalty: 648.473938
	Iteration 12Q: 3 clusters Score -91457.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -91457.992188 Penalty: 648.473938
	Iteration 13Q: 3 clusters Score -91457.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91458.359375 Penalty: 648.473938
	Iteration 14Q: 3 clusters Score -91458.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -91458.359375 Penalty: 648.473938
	Iteration 15F: 3 clusters Score -91458.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -466583.937500 Penalty: 395.607483
	Iteration 0F: 2 clusters Score -466583.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -462613.312500 Penalty: 791.214966
	Iteration 0F: 3 clusters Score -462613.3 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -464090.250000 Penalty: 791.214966
	Iteration 1F: 3 clusters Score -464090.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -464275.500000 Penalty: 791.214966
	Iteration 2F: 3 clusters Score -464275.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -464536.312500 Penalty: 791.214966
	Iteration 3F: 3 clusters Score -464536.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -464807.125000 Penalty: 791.214966
	Iteration 4F: 3 clusters Score -464807.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -465087.156250 Penalty: 791.214966
	Iteration 5F: 3 clusters Score -465087.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -465317.218750 Penalty: 791.214966
	Iteration 6F: 3 clusters Score -465317.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -465462.250000 Penalty: 791.214966
	Iteration 7Q: 3 clusters Score -465462.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -465542.687500 Penalty: 791.214966
	Iteration 8Q: 3 clusters Score -465542.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -465622.031250 Penalty: 791.214966
	Iteration 9Q: 3 clusters Score -465622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -465705.625000 Penalty: 791.214966
	Iteration 10Q: 3 clusters Score -465705.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -465790.437500 Penalty: 791.214966
	Iteration 11Q: 3 clusters Score -465790.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -465870.250000 Penalty: 791.214966
	Iteration 12Q: 3 clusters Score -465870.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -465935.875000 Penalty: 791.214966
	Iteration 13Q: 3 clusters Score -465935.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -465986.531250 Penalty: 791.214966
	Iteration 14Q: 3 clusters Score -465986.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -466027.218750 Penalty: 791.214966
	Iteration 15Q: 3 clusters Score -466027.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -466057.937500 Penalty: 791.214966
	Iteration 16Q: 3 clusters Score -466057.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -466071.937500 Penalty: 791.214966
	Iteration 17Q: 3 clusters Score -466071.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -466083.156250 Penalty: 791.214966
	Iteration 18Q: 3 clusters Score -466083.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -466093.375000 Penalty: 791.214966
	Iteration 19Q: 3 clusters Score -466093.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -466101.343750 Penalty: 791.214966
	Iteration 20F: 3 clusters Score -466101.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -466109.906250 Penalty: 791.214966
	Iteration 21Q: 3 clusters Score -466109.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -466116.406250 Penalty: 791.214966
	Iteration 22Q: 3 clusters Score -466116.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -466119.531250 Penalty: 791.214966
	Iteration 23Q: 3 clusters Score -466119.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -466123.031250 Penalty: 791.214966
	Iteration 24Q: 3 clusters Score -466123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -466124.343750 Penalty: 791.214966
	Iteration 25Q: 3 clusters Score -466124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -466125.281250 Penalty: 791.214966
	Iteration 26Q: 3 clusters Score -466125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -466127.781250 Penalty: 791.214966
	Iteration 27Q: 3 clusters Score -466127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -466129.562500 Penalty: 791.214966
	Iteration 28Q: 3 clusters Score -466129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -466129.781250 Penalty: 791.214966
	Iteration 29Q: 3 clusters Score -466129.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -466129.750000 Penalty: 791.214966
	Iteration 30Q: 3 clusters Score -466129.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -466130.218750 Penalty: 791.214966
	Iteration 31Q: 3 clusters Score -466130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -466130.375000 Penalty: 791.214966
	Iteration 32Q: 3 clusters Score -466130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -466130.531250 Penalty: 791.214966
	Iteration 33Q: 3 clusters Score -466130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -466131.468750 Penalty: 791.214966
	Iteration 34Q: 3 clusters Score -466131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -466130.968750 Penalty: 791.214966
	Iteration 35Q: 3 clusters Score -466131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -466132.468750 Penalty: 791.214966
	Iteration 36Q: 3 clusters Score -466132.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -466133.656250 Penalty: 791.214966
	Iteration 37Q: 3 clusters Score -466133.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -466135.031250 Penalty: 791.214966
	Iteration 38Q: 3 clusters Score -466135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -466135.031250 Penalty: 791.214966
	Iteration 39Q: 3 clusters Score -466135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -466135.031250 Penalty: 791.214966
	Iteration 40F: 3 clusters Score -466135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -466134.781250 Penalty: 791.214966
	Iteration 41Q: 3 clusters Score -466134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -466135.031250 Penalty: 791.214966
	Iteration 42Q: 3 clusters Score -466135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -466135.468750 Penalty: 791.214966
	Iteration 43Q: 3 clusters Score -466135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -466135.750000 Penalty: 791.214966
	Iteration 44Q: 3 clusters Score -466135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -466135.531250 Penalty: 791.214966
	Iteration 45Q: 3 clusters Score -466135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -466135.531250 Penalty: 791.214966
	Iteration 46F: 3 clusters Score -466135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -16484.707031 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16484.71 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 145 members 
Entering Unmasked Estep 
Score: -16119.790039 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16119.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16204.787109 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16204.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16246.147461 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16246.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16267.985352 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -16267.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16277.994141 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16277.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16282.672852 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16282.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16289.086914 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16289.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16289.526367 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16289.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16289.526367 Penalty: 522.028076
	Iteration 8F: 3 clusters Score -16289.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -24268.892578 Penalty: 270.635590
	Iteration 0F: 2 clusters Score -24268.89 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 201 members 
Entering Unmasked Estep 
Score: -23879.712891 Penalty: 541.271179
	Iteration 0F: 3 clusters Score -23879.71 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24002.142578 Penalty: 541.271179
	Iteration 1F: 3 clusters Score -24002.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24045.718750 Penalty: 541.271179
	Iteration 2F: 3 clusters Score -24045.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24079.222656 Penalty: 541.271179
	Iteration 3F: 3 clusters Score -24079.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24104.689453 Penalty: 541.271179
	Iteration 4F: 3 clusters Score -24104.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -24121.626953 Penalty: 541.271179
	Iteration 5Q: 3 clusters Score -24121.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24127.505859 Penalty: 541.271179
	Iteration 6Q: 3 clusters Score -24127.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24130.964844 Penalty: 541.271179
	Iteration 7Q: 3 clusters Score -24130.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24134.736328 Penalty: 541.271179
	Iteration 8Q: 3 clusters Score -24134.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24135.695312 Penalty: 541.271179
	Iteration 9Q: 3 clusters Score -24135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24136.634766 Penalty: 541.271179
	Iteration 10Q: 3 clusters Score -24136.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24136.976562 Penalty: 541.271179
	Iteration 11Q: 3 clusters Score -24136.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24136.976562 Penalty: 541.271179
	Iteration 12F: 3 clusters Score -24136.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -10972.763672 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -10972.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10708.696289 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -10708.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10864.785156 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -10864.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10924.622070 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -10924.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10956.057617 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -10956.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10966.384766 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -10966.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10968.966797 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -10968.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10970.994141 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -10970.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10970.994141 Penalty: 496.434235
	Iteration 7F: 3 clusters Score -10970.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -405763.906250 Penalty: 393.430176
	Iteration 0F: 2 clusters Score -405763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -401921.406250 Penalty: 786.860352
	Iteration 0F: 3 clusters Score -401921.4 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -403778.406250 Penalty: 786.860352
	Iteration 1F: 3 clusters Score -403778.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -404055.187500 Penalty: 786.860352
	Iteration 2F: 3 clusters Score -404055.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -404258.750000 Penalty: 786.860352
	Iteration 3F: 3 clusters Score -404258.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -404428.281250 Penalty: 786.860352
	Iteration 4F: 3 clusters Score -404428.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -404564.093750 Penalty: 786.860352
	Iteration 5Q: 3 clusters Score -404564.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -404660.656250 Penalty: 786.860352
	Iteration 6Q: 3 clusters Score -404660.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -404754.437500 Penalty: 786.860352
	Iteration 7Q: 3 clusters Score -404754.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -404859.937500 Penalty: 786.860352
	Iteration 8Q: 3 clusters Score -404859.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -404987.437500 Penalty: 786.860352
	Iteration 9Q: 3 clusters Score -404987.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -405082.562500 Penalty: 786.860352
	Iteration 10Q: 3 clusters Score -405082.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -405175.937500 Penalty: 786.860352
	Iteration 11Q: 3 clusters Score -405175.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -405267.562500 Penalty: 786.860352
	Iteration 12Q: 3 clusters Score -405267.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -405339.750000 Penalty: 786.860352
	Iteration 13Q: 3 clusters Score -405339.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -405399.093750 Penalty: 786.860352
	Iteration 14Q: 3 clusters Score -405399.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -405435.125000 Penalty: 786.860352
	Iteration 15Q: 3 clusters Score -405435.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -405457.750000 Penalty: 786.860352
	Iteration 16Q: 3 clusters Score -405457.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -405479.656250 Penalty: 786.860352
	Iteration 17Q: 3 clusters Score -405479.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -405491.875000 Penalty: 786.860352
	Iteration 18Q: 3 clusters Score -405491.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -405501.937500 Penalty: 786.860352
	Iteration 19Q: 3 clusters Score -405501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -405507.593750 Penalty: 786.860352
	Iteration 20F: 3 clusters Score -405507.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -405514.812500 Penalty: 786.860352
	Iteration 21Q: 3 clusters Score -405514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -405517.781250 Penalty: 786.860352
	Iteration 22Q: 3 clusters Score -405517.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -405521.062500 Penalty: 786.860352
	Iteration 23Q: 3 clusters Score -405521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -405522.656250 Penalty: 786.860352
	Iteration 24Q: 3 clusters Score -405522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -405522.625000 Penalty: 786.860352
	Iteration 25Q: 3 clusters Score -405522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -405523.031250 Penalty: 786.860352
	Iteration 26Q: 3 clusters Score -405523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -405522.750000 Penalty: 786.860352
	Iteration 27Q: 3 clusters Score -405522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -405522.750000 Penalty: 786.860352
	Iteration 28F: 3 clusters Score -405522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Entering Unmasked Estep 
Score: -2780692.250000 Penalty: 475.566650
	Iteration 0F: 2 clusters Score -2780692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2760575.250000 Penalty: 951.133301
	Iteration 0F: 3 clusters Score -2760575 nChanged 16595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2771445.500000 Penalty: 951.133301
	Iteration 1F: 3 clusters Score -2771446 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2772687.750000 Penalty: 951.133301
	Iteration 2F: 3 clusters Score -2772688 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2773885.500000 Penalty: 951.133301
	Iteration 3F: 3 clusters Score -2773886 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2775368.750000 Penalty: 951.133301
	Iteration 4F: 3 clusters Score -2775369 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2776644.500000 Penalty: 951.133301
	Iteration 5F: 3 clusters Score -2776644 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2777453.750000 Penalty: 951.133301
	Iteration 6Q: 3 clusters Score -2777454 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2777804.750000 Penalty: 951.133301
	Iteration 7Q: 3 clusters Score -2777805 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2778029.750000 Penalty: 951.133301
	Iteration 8Q: 3 clusters Score -2778030 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2778143.250000 Penalty: 951.133301
	Iteration 9Q: 3 clusters Score -2778143 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2778358.250000 Penalty: 951.133301
	Iteration 10Q: 3 clusters Score -2778358 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2778594.750000 Penalty: 951.133301
	Iteration 11Q: 3 clusters Score -2778595 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2778771.000000 Penalty: 951.133301
	Iteration 12Q: 3 clusters Score -2778771 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2778896.500000 Penalty: 951.133301
	Iteration 13Q: 3 clusters Score -2778896 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2779028.250000 Penalty: 951.133301
	Iteration 14Q: 3 clusters Score -2779028 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2779175.500000 Penalty: 951.133301
	Iteration 15Q: 3 clusters Score -2779176 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2779329.250000 Penalty: 951.133301
	Iteration 16Q: 3 clusters Score -2779329 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2779484.500000 Penalty: 951.133301
	Iteration 17Q: 3 clusters Score -2779484 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2779609.750000 Penalty: 951.133301
	Iteration 18Q: 3 clusters Score -2779610 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2779740.500000 Penalty: 951.133301
	Iteration 19Q: 3 clusters Score -2779740 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2779838.750000 Penalty: 951.133301
	Iteration 20F: 3 clusters Score -2779839 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2779944.500000 Penalty: 951.133301
	Iteration 21Q: 3 clusters Score -2779944 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2780019.000000 Penalty: 951.133301
	Iteration 22Q: 3 clusters Score -2780019 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2780085.250000 Penalty: 951.133301
	Iteration 23Q: 3 clusters Score -2780085 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2780143.250000 Penalty: 951.133301
	Iteration 24Q: 3 clusters Score -2780143 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2780183.250000 Penalty: 951.133301
	Iteration 25Q: 3 clusters Score -2780183 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2780210.000000 Penalty: 951.133301
	Iteration 26Q: 3 clusters Score -2780210 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2780251.250000 Penalty: 951.133301
	Iteration 27Q: 3 clusters Score -2780251 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2780280.000000 Penalty: 951.133301
	Iteration 28Q: 3 clusters Score -2780280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2780303.500000 Penalty: 951.133301
	Iteration 29Q: 3 clusters Score -2780304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2780319.500000 Penalty: 951.133301
	Iteration 30Q: 3 clusters Score -2780320 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2780341.750000 Penalty: 951.133301
	Iteration 31Q: 3 clusters Score -2780342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2780360.750000 Penalty: 951.133301
	Iteration 32Q: 3 clusters Score -2780361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2780363.750000 Penalty: 951.133301
	Iteration 33Q: 3 clusters Score -2780364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2780383.000000 Penalty: 951.133301
	Iteration 34Q: 3 clusters Score -2780383 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2780403.750000 Penalty: 951.133301
	Iteration 35Q: 3 clusters Score -2780404 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2780419.000000 Penalty: 951.133301
	Iteration 36Q: 3 clusters Score -2780419 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2780430.000000 Penalty: 951.133301
	Iteration 37Q: 3 clusters Score -2780430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2780444.750000 Penalty: 951.133301
	Iteration 38Q: 3 clusters Score -2780445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2780458.750000 Penalty: 951.133301
	Iteration 39Q: 3 clusters Score -2780459 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2780465.500000 Penalty: 951.133301
	Iteration 40F: 3 clusters Score -2780466 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2780463.000000 Penalty: 951.133301
	Iteration 41Q: 3 clusters Score -2780463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2780456.750000 Penalty: 951.133301
	Iteration 42Q: 3 clusters Score -2780457 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2780457.500000 Penalty: 951.133301
	Iteration 43Q: 3 clusters Score -2780458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2780468.500000 Penalty: 951.133301
	Iteration 44Q: 3 clusters Score -2780468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2780456.500000 Penalty: 951.133301
	Iteration 45Q: 3 clusters Score -2780456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2780468.250000 Penalty: 951.133301
	Iteration 46Q: 3 clusters Score -2780468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2780466.750000 Penalty: 951.133301
	Iteration 47Q: 3 clusters Score -2780467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2780461.250000 Penalty: 951.133301
	Iteration 48Q: 3 clusters Score -2780461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2780468.500000 Penalty: 951.133301
	Iteration 49Q: 3 clusters Score -2780468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2780471.000000 Penalty: 951.133301
	Iteration 50Q: 3 clusters Score -2780471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2780472.500000 Penalty: 951.133301
	Iteration 51Q: 3 clusters Score -2780472 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2780479.500000 Penalty: 951.133301
	Iteration 52Q: 3 clusters Score -2780480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2780488.750000 Penalty: 951.133301
	Iteration 53Q: 3 clusters Score -2780489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2780486.500000 Penalty: 951.133301
	Iteration 54Q: 3 clusters Score -2780486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2780491.000000 Penalty: 951.133301
	Iteration 55Q: 3 clusters Score -2780491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2780484.500000 Penalty: 951.133301
	Iteration 56Q: 3 clusters Score -2780484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2780479.250000 Penalty: 951.133301
	Iteration 57Q: 3 clusters Score -2780479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2780487.250000 Penalty: 951.133301
	Iteration 58Q: 3 clusters Score -2780487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2780502.750000 Penalty: 951.133301
	Iteration 59Q: 3 clusters Score -2780503 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2780496.250000 Penalty: 951.133301
	Iteration 60F: 3 clusters Score -2780496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2780491.750000 Penalty: 951.133301
	Iteration 61Q: 3 clusters Score -2780492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2780491.500000 Penalty: 951.133301
	Iteration 62Q: 3 clusters Score -2780492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2780495.000000 Penalty: 951.133301
	Iteration 63Q: 3 clusters Score -2780495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2780492.500000 Penalty: 951.133301
	Iteration 64Q: 3 clusters Score -2780492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2780493.000000 Penalty: 951.133301
	Iteration 65Q: 3 clusters Score -2780493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2780496.250000 Penalty: 951.133301
	Iteration 66Q: 3 clusters Score -2780496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2780492.250000 Penalty: 951.133301
	Iteration 67Q: 3 clusters Score -2780492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2780488.250000 Penalty: 951.133301
	Iteration 68Q: 3 clusters Score -2780488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2780484.750000 Penalty: 951.133301
	Iteration 69Q: 3 clusters Score -2780485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2780489.250000 Penalty: 951.133301
	Iteration 70Q: 3 clusters Score -2780489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2780490.500000 Penalty: 951.133301
	Iteration 71Q: 3 clusters Score -2780490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2780498.500000 Penalty: 951.133301
	Iteration 72Q: 3 clusters Score -2780498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2780494.750000 Penalty: 951.133301
	Iteration 73Q: 3 clusters Score -2780495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2780496.000000 Penalty: 951.133301
	Iteration 74Q: 3 clusters Score -2780496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2780492.500000 Penalty: 951.133301
	Iteration 75Q: 3 clusters Score -2780492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2780490.750000 Penalty: 951.133301
	Iteration 76Q: 3 clusters Score -2780491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2780488.000000 Penalty: 951.133301
	Iteration 77Q: 3 clusters Score -2780488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2780491.000000 Penalty: 951.133301
	Iteration 78Q: 3 clusters Score -2780491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2780491.000000 Penalty: 951.133301
	Iteration 79Q: 3 clusters Score -2780491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2780489.750000 Penalty: 951.133301
	Iteration 80F: 3 clusters Score -2780490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2780486.000000 Penalty: 951.133301
	Iteration 81Q: 3 clusters Score -2780486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2780481.250000 Penalty: 951.133301
	Iteration 82Q: 3 clusters Score -2780481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2780483.750000 Penalty: 951.133301
	Iteration 83Q: 3 clusters Score -2780484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2780483.500000 Penalty: 951.133301
	Iteration 84Q: 3 clusters Score -2780484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2780481.750000 Penalty: 951.133301
	Iteration 85Q: 3 clusters Score -2780482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2780483.000000 Penalty: 951.133301
	Iteration 86Q: 3 clusters Score -2780483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2780481.500000 Penalty: 951.133301
	Iteration 87Q: 3 clusters Score -2780482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2780483.250000 Penalty: 951.133301
	Iteration 88Q: 3 clusters Score -2780483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2780483.250000 Penalty: 951.133301
	Iteration 89F: 3 clusters Score -2780483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Entering Unmasked Estep 
Score: -2704924.500000 Penalty: 476.116669
	Iteration 0F: 2 clusters Score -2704924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2682348.000000 Penalty: 952.233337
	Iteration 0F: 3 clusters Score -2682348 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2691962.750000 Penalty: 952.233337
	Iteration 1F: 3 clusters Score -2691963 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2692419.000000 Penalty: 952.233337
	Iteration 2Q: 3 clusters Score -2692419 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2693140.750000 Penalty: 952.233337
	Iteration 3Q: 3 clusters Score -2693141 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2694386.250000 Penalty: 952.233337
	Iteration 4F: 3 clusters Score -2694386 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2696357.750000 Penalty: 952.233337
	Iteration 5F: 3 clusters Score -2696358 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2698685.500000 Penalty: 952.233337
	Iteration 6F: 3 clusters Score -2698686 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2700578.500000 Penalty: 952.233337
	Iteration 7F: 3 clusters Score -2700578 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2701889.250000 Penalty: 952.233337
	Iteration 8Q: 3 clusters Score -2701889 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2702614.000000 Penalty: 952.233337
	Iteration 9Q: 3 clusters Score -2702614 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2703074.250000 Penalty: 952.233337
	Iteration 10Q: 3 clusters Score -2703074 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2703460.750000 Penalty: 952.233337
	Iteration 11Q: 3 clusters Score -2703461 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2703750.500000 Penalty: 952.233337
	Iteration 12Q: 3 clusters Score -2703750 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2703996.500000 Penalty: 952.233337
	Iteration 13Q: 3 clusters Score -2703996 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2704160.000000 Penalty: 952.233337
	Iteration 14Q: 3 clusters Score -2704160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2704303.500000 Penalty: 952.233337
	Iteration 15Q: 3 clusters Score -2704304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2704407.750000 Penalty: 952.233337
	Iteration 16Q: 3 clusters Score -2704408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2704438.500000 Penalty: 952.233337
	Iteration 17Q: 3 clusters Score -2704438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2704451.000000 Penalty: 952.233337
	Iteration 18Q: 3 clusters Score -2704451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2704465.500000 Penalty: 952.233337
	Iteration 19Q: 3 clusters Score -2704466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2704465.250000 Penalty: 952.233337
	Iteration 20F: 3 clusters Score -2704465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2704476.000000 Penalty: 952.233337
	Iteration 21Q: 3 clusters Score -2704476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2704480.750000 Penalty: 952.233337
	Iteration 22Q: 3 clusters Score -2704481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2704486.500000 Penalty: 952.233337
	Iteration 23Q: 3 clusters Score -2704486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2704491.000000 Penalty: 952.233337
	Iteration 24Q: 3 clusters Score -2704491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2704489.500000 Penalty: 952.233337
	Iteration 25Q: 3 clusters Score -2704490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2704492.000000 Penalty: 952.233337
	Iteration 26Q: 3 clusters Score -2704492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2704493.000000 Penalty: 952.233337
	Iteration 27Q: 3 clusters Score -2704493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2704495.000000 Penalty: 952.233337
	Iteration 28Q: 3 clusters Score -2704495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2704495.000000 Penalty: 952.233337
	Iteration 29F: 3 clusters Score -2704495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Entering Unmasked Estep 
Score: -1489101.500000 Penalty: 447.159729
	Iteration 0F: 2 clusters Score -1489102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1476723.250000 Penalty: 894.319458
	Iteration 0F: 3 clusters Score -1476723 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1482311.250000 Penalty: 894.319458
	Iteration 1F: 3 clusters Score -1482311 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1483258.625000 Penalty: 894.319458
	Iteration 2F: 3 clusters Score -1483259 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1484613.875000 Penalty: 894.319458
	Iteration 3F: 3 clusters Score -1484614 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1486035.875000 Penalty: 894.319458
	Iteration 4F: 3 clusters Score -1486036 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1487389.250000 Penalty: 894.319458
	Iteration 5F: 3 clusters Score -1487389 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1488189.125000 Penalty: 894.319458
	Iteration 6Q: 3 clusters Score -1488189 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1488390.375000 Penalty: 894.319458
	Iteration 7Q: 3 clusters Score -1488390 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1488445.375000 Penalty: 894.319458
	Iteration 8Q: 3 clusters Score -1488445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1488480.625000 Penalty: 894.319458
	Iteration 9Q: 3 clusters Score -1488481 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1488496.750000 Penalty: 894.319458
	Iteration 10Q: 3 clusters Score -1488497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1488519.125000 Penalty: 894.319458
	Iteration 11Q: 3 clusters Score -1488519 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1488530.375000 Penalty: 894.319458
	Iteration 12Q: 3 clusters Score -1488530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1488554.000000 Penalty: 894.319458
	Iteration 13Q: 3 clusters Score -1488554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1488564.125000 Penalty: 894.319458
	Iteration 14Q: 3 clusters Score -1488564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1488594.125000 Penalty: 894.319458
	Iteration 15Q: 3 clusters Score -1488594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1488618.750000 Penalty: 894.319458
	Iteration 16Q: 3 clusters Score -1488619 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1488639.125000 Penalty: 894.319458
	Iteration 17Q: 3 clusters Score -1488639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1488659.750000 Penalty: 894.319458
	Iteration 18Q: 3 clusters Score -1488660 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1488681.250000 Penalty: 894.319458
	Iteration 19Q: 3 clusters Score -1488681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1488688.125000 Penalty: 894.319458
	Iteration 20F: 3 clusters Score -1488688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1488698.500000 Penalty: 894.319458
	Iteration 21Q: 3 clusters Score -1488698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -1488713.375000 Penalty: 894.319458
	Iteration 22Q: 3 clusters Score -1488713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1488717.375000 Penalty: 894.319458
	Iteration 23Q: 3 clusters Score -1488717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1488725.500000 Penalty: 894.319458
	Iteration 24Q: 3 clusters Score -1488726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -1488733.250000 Penalty: 894.319458
	Iteration 25Q: 3 clusters Score -1488733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1488736.625000 Penalty: 894.319458
	Iteration 26Q: 3 clusters Score -1488737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1488744.500000 Penalty: 894.319458
	Iteration 27Q: 3 clusters Score -1488744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1488753.500000 Penalty: 894.319458
	Iteration 28Q: 3 clusters Score -1488754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1488760.000000 Penalty: 894.319458
	Iteration 29Q: 3 clusters Score -1488760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1488767.375000 Penalty: 894.319458
	Iteration 30Q: 3 clusters Score -1488767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1488775.750000 Penalty: 894.319458
	Iteration 31Q: 3 clusters Score -1488776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1488780.250000 Penalty: 894.319458
	Iteration 32Q: 3 clusters Score -1488780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1488789.125000 Penalty: 894.319458
	Iteration 33Q: 3 clusters Score -1488789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1488794.000000 Penalty: 894.319458
	Iteration 34Q: 3 clusters Score -1488794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1488801.500000 Penalty: 894.319458
	Iteration 35Q: 3 clusters Score -1488802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1488810.625000 Penalty: 894.319458
	Iteration 36Q: 3 clusters Score -1488811 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1488815.625000 Penalty: 894.319458
	Iteration 37Q: 3 clusters Score -1488816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1488820.000000 Penalty: 894.319458
	Iteration 38Q: 3 clusters Score -1488820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1488821.250000 Penalty: 894.319458
	Iteration 39Q: 3 clusters Score -1488821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1488824.125000 Penalty: 894.319458
	Iteration 40F: 3 clusters Score -1488824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -1488827.875000 Penalty: 894.319458
	Iteration 41Q: 3 clusters Score -1488828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1488832.125000 Penalty: 894.319458
	Iteration 42Q: 3 clusters Score -1488832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1488839.750000 Penalty: 894.319458
	Iteration 43Q: 3 clusters Score -1488840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1488848.125000 Penalty: 894.319458
	Iteration 44Q: 3 clusters Score -1488848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1488850.500000 Penalty: 894.319458
	Iteration 45Q: 3 clusters Score -1488850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1488853.625000 Penalty: 894.319458
	Iteration 46Q: 3 clusters Score -1488854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1488854.250000 Penalty: 894.319458
	Iteration 47Q: 3 clusters Score -1488854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1488858.750000 Penalty: 894.319458
	Iteration 48Q: 3 clusters Score -1488859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -1488861.000000 Penalty: 894.319458
	Iteration 49Q: 3 clusters Score -1488861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1488860.625000 Penalty: 894.319458
	Iteration 50Q: 3 clusters Score -1488861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1488861.625000 Penalty: 894.319458
	Iteration 51Q: 3 clusters Score -1488862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1488860.875000 Penalty: 894.319458
	Iteration 52Q: 3 clusters Score -1488861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1488862.000000 Penalty: 894.319458
	Iteration 53Q: 3 clusters Score -1488862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1488860.875000 Penalty: 894.319458
	Iteration 54Q: 3 clusters Score -1488861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -1488860.875000 Penalty: 894.319458
	Iteration 55F: 3 clusters Score -1488861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6427.411621 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6427.412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -6223.818848 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6223.819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6299.484863 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6299.485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6316.300781 Penalty: 426.073944
	Iteration 2Q: 3 clusters Score -6316.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6321.531738 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6321.532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6324.845703 Penalty: 426.073944
	Iteration 4Q: 3 clusters Score -6324.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6325.311523 Penalty: 426.073944
	Iteration 5Q: 3 clusters Score -6325.312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6325.311523 Penalty: 426.073944
	Iteration 6F: 3 clusters Score -6325.312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Entering Unmasked Estep 
Score: -634622.125000 Penalty: 411.245636
	Iteration 0F: 2 clusters Score -634622.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -628984.625000 Penalty: 822.491272
	Iteration 0F: 3 clusters Score -628984.6 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -631205.187500 Penalty: 822.491272
	Iteration 1F: 3 clusters Score -631205.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -631436.562500 Penalty: 822.491272
	Iteration 2F: 3 clusters Score -631436.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -631727.437500 Penalty: 822.491272
	Iteration 3F: 3 clusters Score -631727.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -632067.625000 Penalty: 822.491272
	Iteration 4F: 3 clusters Score -632067.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -632480.062500 Penalty: 822.491272
	Iteration 5F: 3 clusters Score -632480.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -632843.937500 Penalty: 822.491272
	Iteration 6F: 3 clusters Score -632843.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -633139.625000 Penalty: 822.491272
	Iteration 7F: 3 clusters Score -633139.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -633420.062500 Penalty: 822.491272
	Iteration 8Q: 3 clusters Score -633420.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -633766.687500 Penalty: 822.491272
	Iteration 9Q: 3 clusters Score -633766.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -634004.437500 Penalty: 822.491272
	Iteration 10Q: 3 clusters Score -634004.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -634101.312500 Penalty: 822.491272
	Iteration 11Q: 3 clusters Score -634101.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -634146.000000 Penalty: 822.491272
	Iteration 12Q: 3 clusters Score -634146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -634180.937500 Penalty: 822.491272
	Iteration 13Q: 3 clusters Score -634180.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -634210.937500 Penalty: 822.491272
	Iteration 14Q: 3 clusters Score -634210.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -634229.250000 Penalty: 822.491272
	Iteration 15Q: 3 clusters Score -634229.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -634240.875000 Penalty: 822.491272
	Iteration 16Q: 3 clusters Score -634240.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -634248.812500 Penalty: 822.491272
	Iteration 17Q: 3 clusters Score -634248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -634256.500000 Penalty: 822.491272
	Iteration 18Q: 3 clusters Score -634256.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -634262.937500 Penalty: 822.491272
	Iteration 19Q: 3 clusters Score -634262.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -634266.875000 Penalty: 822.491272
	Iteration 20F: 3 clusters Score -634266.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -634270.375000 Penalty: 822.491272
	Iteration 21Q: 3 clusters Score -634270.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -634277.750000 Penalty: 822.491272
	Iteration 22Q: 3 clusters Score -634277.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -634283.375000 Penalty: 822.491272
	Iteration 23Q: 3 clusters Score -634283.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -634287.687500 Penalty: 822.491272
	Iteration 24Q: 3 clusters Score -634287.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -634291.437500 Penalty: 822.491272
	Iteration 25Q: 3 clusters Score -634291.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -634294.625000 Penalty: 822.491272
	Iteration 26Q: 3 clusters Score -634294.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -634301.375000 Penalty: 822.491272
	Iteration 27Q: 3 clusters Score -634301.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -634306.750000 Penalty: 822.491272
	Iteration 28Q: 3 clusters Score -634306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -634314.750000 Penalty: 822.491272
	Iteration 29Q: 3 clusters Score -634314.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -634321.500000 Penalty: 822.491272
	Iteration 30Q: 3 clusters Score -634321.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -634328.187500 Penalty: 822.491272
	Iteration 31Q: 3 clusters Score -634328.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -634329.937500 Penalty: 822.491272
	Iteration 32Q: 3 clusters Score -634329.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -634332.687500 Penalty: 822.491272
	Iteration 33Q: 3 clusters Score -634332.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -634332.562500 Penalty: 822.491272
	Iteration 34Q: 3 clusters Score -634332.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -634335.875000 Penalty: 822.491272
	Iteration 35Q: 3 clusters Score -634335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -634337.437500 Penalty: 822.491272
	Iteration 36Q: 3 clusters Score -634337.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -634339.062500 Penalty: 822.491272
	Iteration 37Q: 3 clusters Score -634339.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -634341.375000 Penalty: 822.491272
	Iteration 38Q: 3 clusters Score -634341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -634342.312500 Penalty: 822.491272
	Iteration 39Q: 3 clusters Score -634342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -634343.375000 Penalty: 822.491272
	Iteration 40F: 3 clusters Score -634343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -634343.250000 Penalty: 822.491272
	Iteration 41Q: 3 clusters Score -634343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -634344.812500 Penalty: 822.491272
	Iteration 42Q: 3 clusters Score -634344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -634346.062500 Penalty: 822.491272
	Iteration 43Q: 3 clusters Score -634346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -634346.062500 Penalty: 822.491272
	Iteration 44Q: 3 clusters Score -634346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -634344.812500 Penalty: 822.491272
	Iteration 45Q: 3 clusters Score -634344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -634345.312500 Penalty: 822.491272
	Iteration 46Q: 3 clusters Score -634345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -634345.312500 Penalty: 822.491272
	Iteration 47F: 3 clusters Score -634345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5617.549316 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5617.549 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 49 members 
Entering Unmasked Estep 
Score: -5438.583984 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -5438.584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5507.626953 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -5507.627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -5526.706055 Penalty: 436.416962
	Iteration 2F: 3 clusters Score -5526.706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5527.850586 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -5527.851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5535.202148 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -5535.202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5554.876465 Penalty: 436.416962
	Iteration 5Q: 3 clusters Score -5554.876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5554.876465 Penalty: 436.416962
	Iteration 6F: 3 clusters Score -5554.876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Entering Unmasked Estep 
Score: -243597.437500 Penalty: 368.736511
	Iteration 0F: 2 clusters Score -243597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -241294.890625 Penalty: 737.473022
	Iteration 0F: 3 clusters Score -241294.9 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -242098.171875 Penalty: 737.473022
	Iteration 1F: 3 clusters Score -242098.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -242185.281250 Penalty: 737.473022
	Iteration 2F: 3 clusters Score -242185.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -242265.796875 Penalty: 737.473022
	Iteration 3F: 3 clusters Score -242265.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -242338.734375 Penalty: 737.473022
	Iteration 4Q: 3 clusters Score -242338.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -242426.234375 Penalty: 737.473022
	Iteration 5Q: 3 clusters Score -242426.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -242535.500000 Penalty: 737.473022
	Iteration 6Q: 3 clusters Score -242535.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -242668.703125 Penalty: 737.473022
	Iteration 7Q: 3 clusters Score -242668.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -242818.765625 Penalty: 737.473022
	Iteration 8Q: 3 clusters Score -242818.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -242956.328125 Penalty: 737.473022
	Iteration 9Q: 3 clusters Score -242956.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -243053.906250 Penalty: 737.473022
	Iteration 10Q: 3 clusters Score -243053.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -243135.609375 Penalty: 737.473022
	Iteration 11Q: 3 clusters Score -243135.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -243183.421875 Penalty: 737.473022
	Iteration 12Q: 3 clusters Score -243183.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -243212.234375 Penalty: 737.473022
	Iteration 13Q: 3 clusters Score -243212.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -243236.562500 Penalty: 737.473022
	Iteration 14Q: 3 clusters Score -243236.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -243254.171875 Penalty: 737.473022
	Iteration 15Q: 3 clusters Score -243254.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -243263.109375 Penalty: 737.473022
	Iteration 16Q: 3 clusters Score -243263.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -243268.078125 Penalty: 737.473022
	Iteration 17Q: 3 clusters Score -243268.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -243271.843750 Penalty: 737.473022
	Iteration 18Q: 3 clusters Score -243271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -243278.718750 Penalty: 737.473022
	Iteration 19Q: 3 clusters Score -243278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -243284.640625 Penalty: 737.473022
	Iteration 20F: 3 clusters Score -243284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -243286.765625 Penalty: 737.473022
	Iteration 21Q: 3 clusters Score -243286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -243290.171875 Penalty: 737.473022
	Iteration 22Q: 3 clusters Score -243290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -243290.859375 Penalty: 737.473022
	Iteration 23Q: 3 clusters Score -243290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -243290.828125 Penalty: 737.473022
	Iteration 24Q: 3 clusters Score -243290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -243290.828125 Penalty: 737.473022
	Iteration 25F: 3 clusters Score -243290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -3170.973389 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -3170.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -2899.836182 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -2899.836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2965.276855 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -2965.277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2983.575684 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -2983.576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -3008.783447 Penalty: 476.998962
	Iteration 3F: 3 clusters Score -3008.783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3017.920654 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -3017.921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3022.917480 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -3022.917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3028.941650 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -3028.942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3031.352051 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -3031.352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3034.351807 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -3034.352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -3034.351807 Penalty: 476.998962
	Iteration 9F: 3 clusters Score -3034.352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Entering Unmasked Estep 
Score: -1924218.750000 Penalty: 458.207031
	Iteration 0F: 2 clusters Score -1924219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1908966.250000 Penalty: 916.414062
	Iteration 0F: 3 clusters Score -1908966 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1915643.875000 Penalty: 916.414062
	Iteration 1F: 3 clusters Score -1915644 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1916168.875000 Penalty: 916.414062
	Iteration 2Q: 3 clusters Score -1916169 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1917240.500000 Penalty: 916.414062
	Iteration 3F: 3 clusters Score -1917240 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1919148.750000 Penalty: 916.414062
	Iteration 4F: 3 clusters Score -1919149 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1921491.750000 Penalty: 916.414062
	Iteration 5F: 3 clusters Score -1921492 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -1922977.375000 Penalty: 916.414062
	Iteration 6F: 3 clusters Score -1922977 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -1923586.625000 Penalty: 916.414062
	Iteration 7Q: 3 clusters Score -1923587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -1923755.000000 Penalty: 916.414062
	Iteration 8Q: 3 clusters Score -1923755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1923787.375000 Penalty: 916.414062
	Iteration 9Q: 3 clusters Score -1923787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -1923801.375000 Penalty: 916.414062
	Iteration 10Q: 3 clusters Score -1923801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -1923818.000000 Penalty: 916.414062
	Iteration 11Q: 3 clusters Score -1923818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -1923820.375000 Penalty: 916.414062
	Iteration 12Q: 3 clusters Score -1923820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -1923820.375000 Penalty: 916.414062
	Iteration 13F: 3 clusters Score -1923820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -62645.203125 Penalty: 308.949432
	Iteration 0F: 2 clusters Score -62645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61916.894531 Penalty: 617.898865
	Iteration 0F: 3 clusters Score -61916.89 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -62144.296875 Penalty: 617.898865
	Iteration 1F: 3 clusters Score -62144.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -62185.839844 Penalty: 617.898865
	Iteration 2F: 3 clusters Score -62185.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62217.339844 Penalty: 617.898865
	Iteration 3F: 3 clusters Score -62217.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -62243.234375 Penalty: 617.898865
	Iteration 4Q: 3 clusters Score -62243.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -62267.582031 Penalty: 617.898865
	Iteration 5Q: 3 clusters Score -62267.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -62286.726562 Penalty: 617.898865
	Iteration 6Q: 3 clusters Score -62286.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -62304.914062 Penalty: 617.898865
	Iteration 7Q: 3 clusters Score -62304.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -62314.863281 Penalty: 617.898865
	Iteration 8Q: 3 clusters Score -62314.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -62324.210938 Penalty: 617.898865
	Iteration 9Q: 3 clusters Score -62324.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -62333.664062 Penalty: 617.898865
	Iteration 10Q: 3 clusters Score -62333.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -62343.398438 Penalty: 617.898865
	Iteration 11Q: 3 clusters Score -62343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -62350.300781 Penalty: 617.898865
	Iteration 12Q: 3 clusters Score -62350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -62355.820312 Penalty: 617.898865
	Iteration 13Q: 3 clusters Score -62355.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62362.804688 Penalty: 617.898865
	Iteration 14Q: 3 clusters Score -62362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62365.703125 Penalty: 617.898865
	Iteration 15Q: 3 clusters Score -62365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -62367.492188 Penalty: 617.898865
	Iteration 16Q: 3 clusters Score -62367.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62369.683594 Penalty: 617.898865
	Iteration 17Q: 3 clusters Score -62369.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -62371.039062 Penalty: 617.898865
	Iteration 18Q: 3 clusters Score -62371.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -62372.488281 Penalty: 617.898865
	Iteration 19Q: 3 clusters Score -62372.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -62374.089844 Penalty: 617.898865
	Iteration 20F: 3 clusters Score -62374.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -62379.042969 Penalty: 617.898865
	Iteration 21Q: 3 clusters Score -62379.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -62391.582031 Penalty: 617.898865
	Iteration 22Q: 3 clusters Score -62391.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62399.539062 Penalty: 617.898865
	Iteration 23Q: 3 clusters Score -62399.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -62404.914062 Penalty: 617.898865
	Iteration 24Q: 3 clusters Score -62404.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -62411.597656 Penalty: 617.898865
	Iteration 25Q: 3 clusters Score -62411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -62417.238281 Penalty: 617.898865
	Iteration 26Q: 3 clusters Score -62417.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -62418.871094 Penalty: 617.898865
	Iteration 27Q: 3 clusters Score -62418.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -62421.441406 Penalty: 617.898865
	Iteration 28Q: 3 clusters Score -62421.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -62423.902344 Penalty: 617.898865
	Iteration 29Q: 3 clusters Score -62423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -62427.093750 Penalty: 617.898865
	Iteration 30Q: 3 clusters Score -62427.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -62427.785156 Penalty: 617.898865
	Iteration 31Q: 3 clusters Score -62427.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -62427.785156 Penalty: 617.898865
	Iteration 32F: 3 clusters Score -62427.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -54884.925781 Penalty: 305.273346
	Iteration 0F: 2 clusters Score -54884.93 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 397 members 
Entering Unmasked Estep 
Score: -54211.992188 Penalty: 610.546692
	Iteration 0F: 3 clusters Score -54211.99 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54433.242188 Penalty: 610.546692
	Iteration 1F: 3 clusters Score -54433.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54499.996094 Penalty: 610.546692
	Iteration 2F: 3 clusters Score -54500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54567.578125 Penalty: 610.546692
	Iteration 3F: 3 clusters Score -54567.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54612.285156 Penalty: 610.546692
	Iteration 4F: 3 clusters Score -54612.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -54635.859375 Penalty: 610.546692
	Iteration 5Q: 3 clusters Score -54635.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -54651.015625 Penalty: 610.546692
	Iteration 6Q: 3 clusters Score -54651.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -54666.457031 Penalty: 610.546692
	Iteration 7Q: 3 clusters Score -54666.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54673.914062 Penalty: 610.546692
	Iteration 8Q: 3 clusters Score -54673.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -54679.316406 Penalty: 610.546692
	Iteration 9Q: 3 clusters Score -54679.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -54682.558594 Penalty: 610.546692
	Iteration 10Q: 3 clusters Score -54682.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -54683.675781 Penalty: 610.546692
	Iteration 11Q: 3 clusters Score -54683.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54684.167969 Penalty: 610.546692
	Iteration 12Q: 3 clusters Score -54684.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54685.527344 Penalty: 610.546692
	Iteration 13Q: 3 clusters Score -54685.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -54685.527344 Penalty: 610.546692
	Iteration 14F: 3 clusters Score -54685.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -24570.423828 Penalty: 270.397369
	Iteration 0F: 2 clusters Score -24570.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24175.923828 Penalty: 540.794739
	Iteration 0F: 3 clusters Score -24175.92 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24316.917969 Penalty: 540.794739
	Iteration 1F: 3 clusters Score -24316.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -24353.279297 Penalty: 540.794739
	Iteration 2F: 3 clusters Score -24353.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24367.091797 Penalty: 540.794739
	Iteration 3Q: 3 clusters Score -24367.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24371.449219 Penalty: 540.794739
	Iteration 4Q: 3 clusters Score -24371.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24373.810547 Penalty: 540.794739
	Iteration 5Q: 3 clusters Score -24373.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24374.683594 Penalty: 540.794739
	Iteration 6Q: 3 clusters Score -24374.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24375.537109 Penalty: 540.794739
	Iteration 7Q: 3 clusters Score -24375.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24375.726562 Penalty: 540.794739
	Iteration 8Q: 3 clusters Score -24375.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24375.726562 Penalty: 540.794739
	Iteration 9F: 3 clusters Score -24375.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -521646.187500 Penalty: 400.801208
	Iteration 0F: 2 clusters Score -521646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -517154.812500 Penalty: 801.602417
	Iteration 0F: 3 clusters Score -517154.8 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -518859.718750 Penalty: 801.602417
	Iteration 1F: 3 clusters Score -518859.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -518963.000000 Penalty: 801.602417
	Iteration 2Q: 3 clusters Score -518963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -519035.125000 Penalty: 801.602417
	Iteration 3Q: 3 clusters Score -519035.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -519114.375000 Penalty: 801.602417
	Iteration 4Q: 3 clusters Score -519114.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -519204.656250 Penalty: 801.602417
	Iteration 5Q: 3 clusters Score -519204.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -519337.562500 Penalty: 801.602417
	Iteration 6Q: 3 clusters Score -519337.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -519544.968750 Penalty: 801.602417
	Iteration 7F: 3 clusters Score -519545 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -519872.718750 Penalty: 801.602417
	Iteration 8F: 3 clusters Score -519872.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -520252.000000 Penalty: 801.602417
	Iteration 9F: 3 clusters Score -520252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -520564.187500 Penalty: 801.602417
	Iteration 10F: 3 clusters Score -520564.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -520847.968750 Penalty: 801.602417
	Iteration 11Q: 3 clusters Score -520848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -521043.375000 Penalty: 801.602417
	Iteration 12Q: 3 clusters Score -521043.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -521155.531250 Penalty: 801.602417
	Iteration 13Q: 3 clusters Score -521155.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -521226.906250 Penalty: 801.602417
	Iteration 14Q: 3 clusters Score -521226.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -521262.156250 Penalty: 801.602417
	Iteration 15Q: 3 clusters Score -521262.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -521284.593750 Penalty: 801.602417
	Iteration 16Q: 3 clusters Score -521284.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -521302.562500 Penalty: 801.602417
	Iteration 17Q: 3 clusters Score -521302.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -521311.968750 Penalty: 801.602417
	Iteration 18Q: 3 clusters Score -521312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -521317.437500 Penalty: 801.602417
	Iteration 19Q: 3 clusters Score -521317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -521320.687500 Penalty: 801.602417
	Iteration 20F: 3 clusters Score -521320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -521323.312500 Penalty: 801.602417
	Iteration 21Q: 3 clusters Score -521323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -521324.312500 Penalty: 801.602417
	Iteration 22Q: 3 clusters Score -521324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -521324.875000 Penalty: 801.602417
	Iteration 23Q: 3 clusters Score -521324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -521325.875000 Penalty: 801.602417
	Iteration 24Q: 3 clusters Score -521325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -521326.781250 Penalty: 801.602417
	Iteration 25Q: 3 clusters Score -521326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -521326.781250 Penalty: 801.602417
	Iteration 26F: 3 clusters Score -521326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Entering Unmasked Estep 
Score: -937518.500000 Penalty: 425.322693
	Iteration 0F: 2 clusters Score -937518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -929860.437500 Penalty: 850.645386
	Iteration 0F: 3 clusters Score -929860.4 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -932905.562500 Penalty: 850.645386
	Iteration 1F: 3 clusters Score -932905.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -933073.687500 Penalty: 850.645386
	Iteration 2Q: 3 clusters Score -933073.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -933267.750000 Penalty: 850.645386
	Iteration 3Q: 3 clusters Score -933267.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -933507.187500 Penalty: 850.645386
	Iteration 4Q: 3 clusters Score -933507.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -933901.937500 Penalty: 850.645386
	Iteration 5F: 3 clusters Score -933901.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -934582.500000 Penalty: 850.645386
	Iteration 6F: 3 clusters Score -934582.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -935385.500000 Penalty: 850.645386
	Iteration 7F: 3 clusters Score -935385.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -936017.625000 Penalty: 850.645386
	Iteration 8F: 3 clusters Score -936017.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -936361.875000 Penalty: 850.645386
	Iteration 9Q: 3 clusters Score -936361.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -936590.250000 Penalty: 850.645386
	Iteration 10Q: 3 clusters Score -936590.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -936746.625000 Penalty: 850.645386
	Iteration 11Q: 3 clusters Score -936746.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -936887.250000 Penalty: 850.645386
	Iteration 12Q: 3 clusters Score -936887.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -936964.125000 Penalty: 850.645386
	Iteration 13Q: 3 clusters Score -936964.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -937009.437500 Penalty: 850.645386
	Iteration 14Q: 3 clusters Score -937009.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -937034.625000 Penalty: 850.645386
	Iteration 15Q: 3 clusters Score -937034.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -937047.562500 Penalty: 850.645386
	Iteration 16Q: 3 clusters Score -937047.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -937055.562500 Penalty: 850.645386
	Iteration 17Q: 3 clusters Score -937055.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -937051.375000 Penalty: 850.645386
	Iteration 18Q: 3 clusters Score -937051.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -937052.750000 Penalty: 850.645386
	Iteration 19Q: 3 clusters Score -937052.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -937049.875000 Penalty: 850.645386
	Iteration 20F: 3 clusters Score -937049.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -937045.875000 Penalty: 850.645386
	Iteration 21Q: 3 clusters Score -937045.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -937046.000000 Penalty: 850.645386
	Iteration 22Q: 3 clusters Score -937046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -937048.750000 Penalty: 850.645386
	Iteration 23Q: 3 clusters Score -937048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -937046.937500 Penalty: 850.645386
	Iteration 24Q: 3 clusters Score -937046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -937045.375000 Penalty: 850.645386
	Iteration 25Q: 3 clusters Score -937045.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -937041.750000 Penalty: 850.645386
	Iteration 26Q: 3 clusters Score -937041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -937041.125000 Penalty: 850.645386
	Iteration 27Q: 3 clusters Score -937041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -937045.437500 Penalty: 850.645386
	Iteration 28Q: 3 clusters Score -937045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -937042.312500 Penalty: 850.645386
	Iteration 29Q: 3 clusters Score -937042.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -937042.062500 Penalty: 850.645386
	Iteration 30Q: 3 clusters Score -937042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -937044.812500 Penalty: 850.645386
	Iteration 31Q: 3 clusters Score -937044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -937047.500000 Penalty: 850.645386
	Iteration 32Q: 3 clusters Score -937047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -937046.687500 Penalty: 850.645386
	Iteration 33Q: 3 clusters Score -937046.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -937044.375000 Penalty: 850.645386
	Iteration 34Q: 3 clusters Score -937044.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -937046.750000 Penalty: 850.645386
	Iteration 35Q: 3 clusters Score -937046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -937041.812500 Penalty: 850.645386
	Iteration 36Q: 3 clusters Score -937041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -937042.625000 Penalty: 850.645386
	Iteration 37Q: 3 clusters Score -937042.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -937038.125000 Penalty: 850.645386
	Iteration 38Q: 3 clusters Score -937038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -937039.437500 Penalty: 850.645386
	Iteration 39Q: 3 clusters Score -937039.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -937044.875000 Penalty: 850.645386
	Iteration 40F: 3 clusters Score -937044.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -937047.062500 Penalty: 850.645386
	Iteration 41Q: 3 clusters Score -937047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -937048.125000 Penalty: 850.645386
	Iteration 42Q: 3 clusters Score -937048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -937048.125000 Penalty: 850.645386
	Iteration 43F: 3 clusters Score -937048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -15781.658203 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -15781.66 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 123 members 
Entering Unmasked Estep 
Score: -15461.876953 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -15461.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15542.883789 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -15542.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15573.898438 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -15573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15587.636719 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -15587.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15595.130859 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -15595.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15599.146484 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -15599.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -15600.253906 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -15600.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15600.608398 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -15600.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15600.608398 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -15600.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -7890.881348 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -7890.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -7649.936035 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7649.936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7734.493164 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7734.493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7748.718750 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7748.719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7749.340820 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7749.341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7749.340820 Penalty: 466.280701
	Iteration 4F: 3 clusters Score -7749.341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -104989.187500 Penalty: 329.023560
	Iteration 0F: 2 clusters Score -104989.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -103921.023438 Penalty: 658.047119
	Iteration 0F: 3 clusters Score -103921 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104214.500000 Penalty: 658.047119
	Iteration 1F: 3 clusters Score -104214.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -104272.554688 Penalty: 658.047119
	Iteration 2F: 3 clusters Score -104272.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104310.796875 Penalty: 658.047119
	Iteration 3Q: 3 clusters Score -104310.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104345.031250 Penalty: 658.047119
	Iteration 4Q: 3 clusters Score -104345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104386.351562 Penalty: 658.047119
	Iteration 5Q: 3 clusters Score -104386.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104426.109375 Penalty: 658.047119
	Iteration 6Q: 3 clusters Score -104426.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104471.765625 Penalty: 658.047119
	Iteration 7Q: 3 clusters Score -104471.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104518.570312 Penalty: 658.047119
	Iteration 8Q: 3 clusters Score -104518.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104562.054688 Penalty: 658.047119
	Iteration 9Q: 3 clusters Score -104562.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -104600.546875 Penalty: 658.047119
	Iteration 10Q: 3 clusters Score -104600.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -104630.500000 Penalty: 658.047119
	Iteration 11Q: 3 clusters Score -104630.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -104654.640625 Penalty: 658.047119
	Iteration 12Q: 3 clusters Score -104654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -104668.273438 Penalty: 658.047119
	Iteration 13Q: 3 clusters Score -104668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -104685.289062 Penalty: 658.047119
	Iteration 14Q: 3 clusters Score -104685.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -104701.804688 Penalty: 658.047119
	Iteration 15Q: 3 clusters Score -104701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -104707.390625 Penalty: 658.047119
	Iteration 16Q: 3 clusters Score -104707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -104710.015625 Penalty: 658.047119
	Iteration 17Q: 3 clusters Score -104710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -104714.101562 Penalty: 658.047119
	Iteration 18Q: 3 clusters Score -104714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -104715.046875 Penalty: 658.047119
	Iteration 19Q: 3 clusters Score -104715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -104715.046875 Penalty: 658.047119
	Iteration 20F: 3 clusters Score -104715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -3637954.250000 Penalty: 488.814606
	Iteration 0F: 2 clusters Score -3637954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3608874.250000 Penalty: 977.629211
	Iteration 0F: 3 clusters Score -3608874 nChanged 22353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3622971.750000 Penalty: 977.629211
	Iteration 1F: 3 clusters Score -3622972 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -3624341.250000 Penalty: 977.629211
	Iteration 2F: 3 clusters Score -3624341 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3626644.000000 Penalty: 977.629211
	Iteration 3F: 3 clusters Score -3626644 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3629828.500000 Penalty: 977.629211
	Iteration 4F: 3 clusters Score -3629828 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3632234.750000 Penalty: 977.629211
	Iteration 5F: 3 clusters Score -3632235 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3633166.500000 Penalty: 977.629211
	Iteration 6Q: 3 clusters Score -3633166 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3633469.000000 Penalty: 977.629211
	Iteration 7Q: 3 clusters Score -3633469 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3633703.000000 Penalty: 977.629211
	Iteration 8Q: 3 clusters Score -3633703 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -3633948.500000 Penalty: 977.629211
	Iteration 9Q: 3 clusters Score -3633948 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3634233.500000 Penalty: 977.629211
	Iteration 10Q: 3 clusters Score -3634234 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3634470.750000 Penalty: 977.629211
	Iteration 11Q: 3 clusters Score -3634471 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3634696.000000 Penalty: 977.629211
	Iteration 12Q: 3 clusters Score -3634696 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3634951.250000 Penalty: 977.629211
	Iteration 13Q: 3 clusters Score -3634951 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3635155.750000 Penalty: 977.629211
	Iteration 14Q: 3 clusters Score -3635156 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3635333.000000 Penalty: 977.629211
	Iteration 15Q: 3 clusters Score -3635333 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3635493.500000 Penalty: 977.629211
	Iteration 16Q: 3 clusters Score -3635494 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3635623.250000 Penalty: 977.629211
	Iteration 17Q: 3 clusters Score -3635623 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3635656.000000 Penalty: 977.629211
	Iteration 18Q: 3 clusters Score -3635656 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3635662.750000 Penalty: 977.629211
	Iteration 19Q: 3 clusters Score -3635663 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3635546.750000 Penalty: 977.629211
	Iteration 20F: 3 clusters Score -3635547 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3635507.000000 Penalty: 977.629211
	Iteration 21Q: 3 clusters Score -3635507 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3635396.750000 Penalty: 977.629211
	Iteration 22Q: 3 clusters Score -3635397 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -3635316.500000 Penalty: 977.629211
	Iteration 23Q: 3 clusters Score -3635316 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3635232.500000 Penalty: 977.629211
	Iteration 24Q: 3 clusters Score -3635232 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3635186.250000 Penalty: 977.629211
	Iteration 25Q: 3 clusters Score -3635186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3635107.500000 Penalty: 977.629211
	Iteration 26Q: 3 clusters Score -3635108 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3635059.500000 Penalty: 977.629211
	Iteration 27Q: 3 clusters Score -3635060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3635014.750000 Penalty: 977.629211
	Iteration 28Q: 3 clusters Score -3635015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3634988.750000 Penalty: 977.629211
	Iteration 29Q: 3 clusters Score -3634989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3634954.000000 Penalty: 977.629211
	Iteration 30Q: 3 clusters Score -3634954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3634928.250000 Penalty: 977.629211
	Iteration 31Q: 3 clusters Score -3634928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3634916.750000 Penalty: 977.629211
	Iteration 32Q: 3 clusters Score -3634917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3634901.000000 Penalty: 977.629211
	Iteration 33Q: 3 clusters Score -3634901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3634883.000000 Penalty: 977.629211
	Iteration 34Q: 3 clusters Score -3634883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3634866.250000 Penalty: 977.629211
	Iteration 35Q: 3 clusters Score -3634866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3634863.000000 Penalty: 977.629211
	Iteration 36Q: 3 clusters Score -3634863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3634863.000000 Penalty: 977.629211
	Iteration 37Q: 3 clusters Score -3634863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3634862.500000 Penalty: 977.629211
	Iteration 38Q: 3 clusters Score -3634862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3634861.500000 Penalty: 977.629211
	Iteration 39Q: 3 clusters Score -3634862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3634852.750000 Penalty: 977.629211
	Iteration 40F: 3 clusters Score -3634853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3634849.500000 Penalty: 977.629211
	Iteration 41Q: 3 clusters Score -3634850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3634854.750000 Penalty: 977.629211
	Iteration 42Q: 3 clusters Score -3634855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3634859.000000 Penalty: 977.629211
	Iteration 43Q: 3 clusters Score -3634859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3634857.250000 Penalty: 977.629211
	Iteration 44Q: 3 clusters Score -3634857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3634854.250000 Penalty: 977.629211
	Iteration 45Q: 3 clusters Score -3634854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3634858.250000 Penalty: 977.629211
	Iteration 46Q: 3 clusters Score -3634858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3634861.250000 Penalty: 977.629211
	Iteration 47Q: 3 clusters Score -3634861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3634861.250000 Penalty: 977.629211
	Iteration 48F: 3 clusters Score -3634861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Entering Unmasked Estep 
Score: -1940176.750000 Penalty: 458.168488
	Iteration 0F: 2 clusters Score -1940177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1925663.500000 Penalty: 916.336975
	Iteration 0F: 3 clusters Score -1925664 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1932901.875000 Penalty: 916.336975
	Iteration 1F: 3 clusters Score -1932902 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1933848.500000 Penalty: 916.336975
	Iteration 2F: 3 clusters Score -1933848 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1934984.000000 Penalty: 916.336975
	Iteration 3F: 3 clusters Score -1934984 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1936183.625000 Penalty: 916.336975
	Iteration 4F: 3 clusters Score -1936184 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1937297.750000 Penalty: 916.336975
	Iteration 5F: 3 clusters Score -1937298 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1937887.500000 Penalty: 916.336975
	Iteration 6Q: 3 clusters Score -1937888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1938152.125000 Penalty: 916.336975
	Iteration 7Q: 3 clusters Score -1938152 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1938307.375000 Penalty: 916.336975
	Iteration 8Q: 3 clusters Score -1938307 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1938431.000000 Penalty: 916.336975
	Iteration 9Q: 3 clusters Score -1938431 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1938565.500000 Penalty: 916.336975
	Iteration 10Q: 3 clusters Score -1938566 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1938684.875000 Penalty: 916.336975
	Iteration 11Q: 3 clusters Score -1938685 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1938809.500000 Penalty: 916.336975
	Iteration 12Q: 3 clusters Score -1938810 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1938949.625000 Penalty: 916.336975
	Iteration 13Q: 3 clusters Score -1938950 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1939100.875000 Penalty: 916.336975
	Iteration 14Q: 3 clusters Score -1939101 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1939226.000000 Penalty: 916.336975
	Iteration 15Q: 3 clusters Score -1939226 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1939343.000000 Penalty: 916.336975
	Iteration 16Q: 3 clusters Score -1939343 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1939431.875000 Penalty: 916.336975
	Iteration 17Q: 3 clusters Score -1939432 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1939519.250000 Penalty: 916.336975
	Iteration 18Q: 3 clusters Score -1939519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1939597.625000 Penalty: 916.336975
	Iteration 19Q: 3 clusters Score -1939598 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1939657.500000 Penalty: 916.336975
	Iteration 20F: 3 clusters Score -1939658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1939712.625000 Penalty: 916.336975
	Iteration 21Q: 3 clusters Score -1939713 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1939756.625000 Penalty: 916.336975
	Iteration 22Q: 3 clusters Score -1939757 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1939789.250000 Penalty: 916.336975
	Iteration 23Q: 3 clusters Score -1939789 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1939813.875000 Penalty: 916.336975
	Iteration 24Q: 3 clusters Score -1939814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1939835.250000 Penalty: 916.336975
	Iteration 25Q: 3 clusters Score -1939835 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1939843.750000 Penalty: 916.336975
	Iteration 26Q: 3 clusters Score -1939844 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1939845.875000 Penalty: 916.336975
	Iteration 27Q: 3 clusters Score -1939846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1939861.875000 Penalty: 916.336975
	Iteration 28Q: 3 clusters Score -1939862 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1939873.500000 Penalty: 916.336975
	Iteration 29Q: 3 clusters Score -1939874 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1939882.125000 Penalty: 916.336975
	Iteration 30Q: 3 clusters Score -1939882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1939889.250000 Penalty: 916.336975
	Iteration 31Q: 3 clusters Score -1939889 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1939896.625000 Penalty: 916.336975
	Iteration 32Q: 3 clusters Score -1939897 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1939913.625000 Penalty: 916.336975
	Iteration 33Q: 3 clusters Score -1939914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1939939.375000 Penalty: 916.336975
	Iteration 34Q: 3 clusters Score -1939939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1939934.250000 Penalty: 916.336975
	Iteration 35Q: 3 clusters Score -1939934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1939938.250000 Penalty: 916.336975
	Iteration 36Q: 3 clusters Score -1939938 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1939920.375000 Penalty: 916.336975
	Iteration 37Q: 3 clusters Score -1939920 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1939922.500000 Penalty: 916.336975
	Iteration 38Q: 3 clusters Score -1939922 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1939912.000000 Penalty: 916.336975
	Iteration 39Q: 3 clusters Score -1939912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1939918.875000 Penalty: 916.336975
	Iteration 40F: 3 clusters Score -1939919 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1939918.125000 Penalty: 916.336975
	Iteration 41Q: 3 clusters Score -1939918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1939891.750000 Penalty: 916.336975
	Iteration 42Q: 3 clusters Score -1939892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1939884.125000 Penalty: 916.336975
	Iteration 43Q: 3 clusters Score -1939884 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1939891.000000 Penalty: 916.336975
	Iteration 44Q: 3 clusters Score -1939891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1939877.625000 Penalty: 916.336975
	Iteration 45Q: 3 clusters Score -1939878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1939871.125000 Penalty: 916.336975
	Iteration 46Q: 3 clusters Score -1939871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1939863.250000 Penalty: 916.336975
	Iteration 47Q: 3 clusters Score -1939863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1939861.250000 Penalty: 916.336975
	Iteration 48Q: 3 clusters Score -1939861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1939843.125000 Penalty: 916.336975
	Iteration 49Q: 3 clusters Score -1939843 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1939847.750000 Penalty: 916.336975
	Iteration 50Q: 3 clusters Score -1939848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1939871.125000 Penalty: 916.336975
	Iteration 51Q: 3 clusters Score -1939871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1939877.625000 Penalty: 916.336975
	Iteration 52Q: 3 clusters Score -1939878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1939891.000000 Penalty: 916.336975
	Iteration 53Q: 3 clusters Score -1939891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1939894.500000 Penalty: 916.336975
	Iteration 54Q: 3 clusters Score -1939894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1939898.000000 Penalty: 916.336975
	Iteration 55Q: 3 clusters Score -1939898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1939885.625000 Penalty: 916.336975
	Iteration 56Q: 3 clusters Score -1939886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1939890.125000 Penalty: 916.336975
	Iteration 57Q: 3 clusters Score -1939890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1939882.500000 Penalty: 916.336975
	Iteration 58Q: 3 clusters Score -1939882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1939878.750000 Penalty: 916.336975
	Iteration 59Q: 3 clusters Score -1939879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1939877.625000 Penalty: 916.336975
	Iteration 60F: 3 clusters Score -1939878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1939884.375000 Penalty: 916.336975
	Iteration 61Q: 3 clusters Score -1939884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1939889.000000 Penalty: 916.336975
	Iteration 62Q: 3 clusters Score -1939889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1939892.000000 Penalty: 916.336975
	Iteration 63Q: 3 clusters Score -1939892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1939888.875000 Penalty: 916.336975
	Iteration 64Q: 3 clusters Score -1939889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1939889.625000 Penalty: 916.336975
	Iteration 65Q: 3 clusters Score -1939890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1939893.625000 Penalty: 916.336975
	Iteration 66Q: 3 clusters Score -1939894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1939895.375000 Penalty: 916.336975
	Iteration 67Q: 3 clusters Score -1939895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1939897.000000 Penalty: 916.336975
	Iteration 68Q: 3 clusters Score -1939897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1939897.000000 Penalty: 916.336975
	Iteration 69F: 3 clusters Score -1939897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -24056.189453 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -24056.19 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 196 members 
Entering Unmasked Estep 
Score: -23656.662109 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23656.66 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23741.447266 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23741.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23764.798828 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23772.591797 Penalty: 534.873962
	Iteration 3Q: 3 clusters Score -23772.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23780.349609 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -23780.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23789.613281 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23789.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23791.005859 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23791.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23792.580078 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23792.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23793.330078 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23793.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23794.031250 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -23794.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23794.507812 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -23794.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23795.500000 Penalty: 534.873962
	Iteration 11Q: 3 clusters Score -23795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23796.355469 Penalty: 534.873962
	Iteration 12Q: 3 clusters Score -23796.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23796.574219 Penalty: 534.873962
	Iteration 13Q: 3 clusters Score -23796.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23796.574219 Penalty: 534.873962
	Iteration 14F: 3 clusters Score -23796.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -65675.460938 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -65675.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -64945.179688 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -64945.18 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -65155.703125 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -65155.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -65204.015625 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -65204.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65228.476562 Penalty: 615.828247
	Iteration 3F: 3 clusters Score -65228.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65240.691406 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -65240.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -65246.238281 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -65246.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -65249.820312 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -65249.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -65253.410156 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -65253.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -65255.726562 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -65255.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -65257.199219 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -65257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65258.332031 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -65258.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65261.546875 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -65261.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65265.003906 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -65265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -65266.816406 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -65266.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65267.664062 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -65267.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -65268.703125 Penalty: 615.828247
	Iteration 15Q: 3 clusters Score -65268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65269.210938 Penalty: 615.828247
	Iteration 16Q: 3 clusters Score -65269.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -65269.210938 Penalty: 615.828247
	Iteration 17F: 3 clusters Score -65269.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Entering Unmasked Estep 
Score: -457173.906250 Penalty: 392.672516
	Iteration 0F: 2 clusters Score -457173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -453441.593750 Penalty: 785.345032
	Iteration 0F: 3 clusters Score -453441.6 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -455088.812500 Penalty: 785.345032
	Iteration 1F: 3 clusters Score -455088.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -455428.625000 Penalty: 785.345032
	Iteration 2F: 3 clusters Score -455428.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -455863.906250 Penalty: 785.345032
	Iteration 3F: 3 clusters Score -455863.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -456309.031250 Penalty: 785.345032
	Iteration 4F: 3 clusters Score -456309 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -456612.375000 Penalty: 785.345032
	Iteration 5F: 3 clusters Score -456612.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -456697.718750 Penalty: 785.345032
	Iteration 6Q: 3 clusters Score -456697.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -456724.531250 Penalty: 785.345032
	Iteration 7Q: 3 clusters Score -456724.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -456737.281250 Penalty: 785.345032
	Iteration 8Q: 3 clusters Score -456737.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -456746.468750 Penalty: 785.345032
	Iteration 9Q: 3 clusters Score -456746.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -456752.781250 Penalty: 785.345032
	Iteration 10Q: 3 clusters Score -456752.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -456756.031250 Penalty: 785.345032
	Iteration 11Q: 3 clusters Score -456756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -456759.281250 Penalty: 785.345032
	Iteration 12Q: 3 clusters Score -456759.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -456760.250000 Penalty: 785.345032
	Iteration 13Q: 3 clusters Score -456760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -456760.218750 Penalty: 785.345032
	Iteration 14Q: 3 clusters Score -456760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -456761.468750 Penalty: 785.345032
	Iteration 15Q: 3 clusters Score -456761.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -456762.343750 Penalty: 785.345032
	Iteration 16Q: 3 clusters Score -456762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -456763.312500 Penalty: 785.345032
	Iteration 17Q: 3 clusters Score -456763.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -456763.937500 Penalty: 785.345032
	Iteration 18Q: 3 clusters Score -456763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -456763.750000 Penalty: 785.345032
	Iteration 19Q: 3 clusters Score -456763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -456766.531250 Penalty: 785.345032
	Iteration 20F: 3 clusters Score -456766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -456766.656250 Penalty: 785.345032
	Iteration 21Q: 3 clusters Score -456766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -456766.906250 Penalty: 785.345032
	Iteration 22Q: 3 clusters Score -456766.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -456768.093750 Penalty: 785.345032
	Iteration 23Q: 3 clusters Score -456768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -456768.750000 Penalty: 785.345032
	Iteration 24Q: 3 clusters Score -456768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -456767.875000 Penalty: 785.345032
	Iteration 25Q: 3 clusters Score -456767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -456768.937500 Penalty: 785.345032
	Iteration 26Q: 3 clusters Score -456768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -456768.750000 Penalty: 785.345032
	Iteration 27Q: 3 clusters Score -456768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -456770.312500 Penalty: 785.345032
	Iteration 28Q: 3 clusters Score -456770.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -456771.312500 Penalty: 785.345032
	Iteration 29Q: 3 clusters Score -456771.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -456773.437500 Penalty: 785.345032
	Iteration 30Q: 3 clusters Score -456773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -456776.718750 Penalty: 785.345032
	Iteration 31Q: 3 clusters Score -456776.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -456778.062500 Penalty: 785.345032
	Iteration 32Q: 3 clusters Score -456778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -456778.937500 Penalty: 785.345032
	Iteration 33Q: 3 clusters Score -456778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -456779.562500 Penalty: 785.345032
	Iteration 34Q: 3 clusters Score -456779.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -456781.812500 Penalty: 785.345032
	Iteration 35Q: 3 clusters Score -456781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -456781.937500 Penalty: 785.345032
	Iteration 36Q: 3 clusters Score -456781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -456782.968750 Penalty: 785.345032
	Iteration 37Q: 3 clusters Score -456783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -456784.062500 Penalty: 785.345032
	Iteration 38Q: 3 clusters Score -456784.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -456784.000000 Penalty: 785.345032
	Iteration 39Q: 3 clusters Score -456784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -456785.343750 Penalty: 785.345032
	Iteration 40F: 3 clusters Score -456785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -456786.125000 Penalty: 785.345032
	Iteration 41Q: 3 clusters Score -456786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -456786.500000 Penalty: 785.345032
	Iteration 42Q: 3 clusters Score -456786.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -456786.312500 Penalty: 785.345032
	Iteration 43Q: 3 clusters Score -456786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -456786.406250 Penalty: 785.345032
	Iteration 44Q: 3 clusters Score -456786.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -456787.437500 Penalty: 785.345032
	Iteration 45Q: 3 clusters Score -456787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -456787.562500 Penalty: 785.345032
	Iteration 46Q: 3 clusters Score -456787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -456787.343750 Penalty: 785.345032
	Iteration 47Q: 3 clusters Score -456787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -456786.968750 Penalty: 785.345032
	Iteration 48Q: 3 clusters Score -456787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -456787.312500 Penalty: 785.345032
	Iteration 49Q: 3 clusters Score -456787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -456787.656250 Penalty: 785.345032
	Iteration 50Q: 3 clusters Score -456787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -456788.125000 Penalty: 785.345032
	Iteration 51Q: 3 clusters Score -456788.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -456787.937500 Penalty: 785.345032
	Iteration 52Q: 3 clusters Score -456787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -456788.343750 Penalty: 785.345032
	Iteration 53Q: 3 clusters Score -456788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -456787.562500 Penalty: 785.345032
	Iteration 54Q: 3 clusters Score -456787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -456788.437500 Penalty: 785.345032
	Iteration 55Q: 3 clusters Score -456788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -456788.000000 Penalty: 785.345032
	Iteration 56Q: 3 clusters Score -456788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -456788.562500 Penalty: 785.345032
	Iteration 57Q: 3 clusters Score -456788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -456788.406250 Penalty: 785.345032
	Iteration 58Q: 3 clusters Score -456788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -456788.500000 Penalty: 785.345032
	Iteration 59Q: 3 clusters Score -456788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -456787.843750 Penalty: 785.345032
	Iteration 60F: 3 clusters Score -456787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -456788.218750 Penalty: 785.345032
	Iteration 61Q: 3 clusters Score -456788.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -456788.218750 Penalty: 785.345032
	Iteration 62F: 3 clusters Score -456788.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (10495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Entering Unmasked Estep 
Score: -795773.187500 Penalty: 421.268799
	Iteration 0F: 2 clusters Score -795773.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -788835.562500 Penalty: 842.537598
	Iteration 0F: 3 clusters Score -788835.6 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -791752.625000 Penalty: 842.537598
	Iteration 1F: 3 clusters Score -791752.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -792099.625000 Penalty: 842.537598
	Iteration 2F: 3 clusters Score -792099.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -792437.250000 Penalty: 842.537598
	Iteration 3F: 3 clusters Score -792437.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -792770.625000 Penalty: 842.537598
	Iteration 4F: 3 clusters Score -792770.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -793095.562500 Penalty: 842.537598
	Iteration 5F: 3 clusters Score -793095.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -793370.750000 Penalty: 842.537598
	Iteration 6Q: 3 clusters Score -793370.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -793611.187500 Penalty: 842.537598
	Iteration 7Q: 3 clusters Score -793611.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -793836.375000 Penalty: 842.537598
	Iteration 8Q: 3 clusters Score -793836.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -794045.625000 Penalty: 842.537598
	Iteration 9Q: 3 clusters Score -794045.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -794245.562500 Penalty: 842.537598
	Iteration 10Q: 3 clusters Score -794245.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -794450.437500 Penalty: 842.537598
	Iteration 11Q: 3 clusters Score -794450.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -794620.875000 Penalty: 842.537598
	Iteration 12Q: 3 clusters Score -794620.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -794772.875000 Penalty: 842.537598
	Iteration 13Q: 3 clusters Score -794772.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -794913.125000 Penalty: 842.537598
	Iteration 14Q: 3 clusters Score -794913.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -795037.812500 Penalty: 842.537598
	Iteration 15Q: 3 clusters Score -795037.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -795143.437500 Penalty: 842.537598
	Iteration 16Q: 3 clusters Score -795143.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -795228.125000 Penalty: 842.537598
	Iteration 17Q: 3 clusters Score -795228.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -795295.000000 Penalty: 842.537598
	Iteration 18Q: 3 clusters Score -795295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -795365.500000 Penalty: 842.537598
	Iteration 19Q: 3 clusters Score -795365.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -795444.875000 Penalty: 842.537598
	Iteration 20F: 3 clusters Score -795444.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -795495.000000 Penalty: 842.537598
	Iteration 21Q: 3 clusters Score -795495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -795525.000000 Penalty: 842.537598
	Iteration 22Q: 3 clusters Score -795525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -795548.875000 Penalty: 842.537598
	Iteration 23Q: 3 clusters Score -795548.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -795571.437500 Penalty: 842.537598
	Iteration 24Q: 3 clusters Score -795571.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -795588.625000 Penalty: 842.537598
	Iteration 25Q: 3 clusters Score -795588.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -795596.750000 Penalty: 842.537598
	Iteration 26Q: 3 clusters Score -795596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -795600.062500 Penalty: 842.537598
	Iteration 27Q: 3 clusters Score -795600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -795605.562500 Penalty: 842.537598
	Iteration 28Q: 3 clusters Score -795605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -795607.437500 Penalty: 842.537598
	Iteration 29Q: 3 clusters Score -795607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -795608.312500 Penalty: 842.537598
	Iteration 30Q: 3 clusters Score -795608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -795608.750000 Penalty: 842.537598
	Iteration 31Q: 3 clusters Score -795608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -795609.375000 Penalty: 842.537598
	Iteration 32Q: 3 clusters Score -795609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -795609.062500 Penalty: 842.537598
	Iteration 33Q: 3 clusters Score -795609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -795609.250000 Penalty: 842.537598
	Iteration 34Q: 3 clusters Score -795609.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -795610.062500 Penalty: 842.537598
	Iteration 35Q: 3 clusters Score -795610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -795610.875000 Penalty: 842.537598
	Iteration 36Q: 3 clusters Score -795610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -795612.000000 Penalty: 842.537598
	Iteration 37Q: 3 clusters Score -795612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -795612.062500 Penalty: 842.537598
	Iteration 38Q: 3 clusters Score -795612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -795613.750000 Penalty: 842.537598
	Iteration 39Q: 3 clusters Score -795613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -795614.562500 Penalty: 842.537598
	Iteration 40F: 3 clusters Score -795614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9283.308594 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9283.309 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 147 members 
Entering Unmasked Estep 
Score: -8941.029297 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -8941.029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9018.881836 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9018.882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9061.511719 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9061.512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9078.903320 Penalty: 510.794678
	Iteration 3Q: 3 clusters Score -9078.903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9096.599609 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9103.833984 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9103.834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9105.750977 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9105.751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9109.932617 Penalty: 510.794678
	Iteration 7Q: 3 clusters Score -9109.933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9115.107422 Penalty: 510.794678
	Iteration 8Q: 3 clusters Score -9115.107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9116.905273 Penalty: 510.794678
	Iteration 9Q: 3 clusters Score -9116.905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9117.909180 Penalty: 510.794678
	Iteration 10Q: 3 clusters Score -9117.909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9117.909180 Penalty: 510.794678
	Iteration 11F: 3 clusters Score -9117.909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (33742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Entering Unmasked Estep 
Score: -2733240.000000 Penalty: 474.405670
	Iteration 0F: 2 clusters Score -2733240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2713872.000000 Penalty: 948.811340
	Iteration 0F: 3 clusters Score -2713872 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2723541.000000 Penalty: 948.811340
	Iteration 1F: 3 clusters Score -2723541 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2724167.000000 Penalty: 948.811340
	Iteration 2Q: 3 clusters Score -2724167 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2725136.500000 Penalty: 948.811340
	Iteration 3F: 3 clusters Score -2725136 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2726724.750000 Penalty: 948.811340
	Iteration 4F: 3 clusters Score -2726725 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2728501.000000 Penalty: 948.811340
	Iteration 5F: 3 clusters Score -2728501 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2729553.250000 Penalty: 948.811340
	Iteration 6F: 3 clusters Score -2729553 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2729850.500000 Penalty: 948.811340
	Iteration 7Q: 3 clusters Score -2729850 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2729959.500000 Penalty: 948.811340
	Iteration 8Q: 3 clusters Score -2729960 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2730034.250000 Penalty: 948.811340
	Iteration 9Q: 3 clusters Score -2730034 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2730117.500000 Penalty: 948.811340
	Iteration 10Q: 3 clusters Score -2730118 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2730264.000000 Penalty: 948.811340
	Iteration 11Q: 3 clusters Score -2730264 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2730446.250000 Penalty: 948.811340
	Iteration 12Q: 3 clusters Score -2730446 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2730737.000000 Penalty: 948.811340
	Iteration 13Q: 3 clusters Score -2730737 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2731119.250000 Penalty: 948.811340
	Iteration 14Q: 3 clusters Score -2731119 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2731608.250000 Penalty: 948.811340
	Iteration 15Q: 3 clusters Score -2731608 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2732206.500000 Penalty: 948.811340
	Iteration 16Q: 3 clusters Score -2732206 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2732826.500000 Penalty: 948.811340
	Iteration 17Q: 3 clusters Score -2732826 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2733479.250000 Penalty: 948.811340
	Iteration 18Q: 3 clusters Score -2733479 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2733996.750000 Penalty: 948.811340
	Iteration 19Q: 3 clusters Score -2733997 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2734378.250000 Penalty: 948.811340
	Iteration 20F: 3 clusters Score -2734378 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2734698.250000 Penalty: 948.811340
	Iteration 21Q: 3 clusters Score -2734698 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2734934.000000 Penalty: 948.811340
	Iteration 22Q: 3 clusters Score -2734934 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2735083.250000 Penalty: 948.811340
	Iteration 23Q: 3 clusters Score -2735083 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2735202.250000 Penalty: 948.811340
	Iteration 24Q: 3 clusters Score -2735202 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2735267.750000 Penalty: 948.811340
	Iteration 25Q: 3 clusters Score -2735268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2735319.500000 Penalty: 948.811340
	Iteration 26Q: 3 clusters Score -2735320 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2735334.500000 Penalty: 948.811340
	Iteration 27Q: 3 clusters Score -2735334 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2735389.250000 Penalty: 948.811340
	Iteration 28Q: 3 clusters Score -2735389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2735383.000000 Penalty: 948.811340
	Iteration 29Q: 3 clusters Score -2735383 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2735397.000000 Penalty: 948.811340
	Iteration 30Q: 3 clusters Score -2735397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2735389.500000 Penalty: 948.811340
	Iteration 31Q: 3 clusters Score -2735390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2735402.750000 Penalty: 948.811340
	Iteration 32Q: 3 clusters Score -2735403 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2735392.250000 Penalty: 948.811340
	Iteration 33Q: 3 clusters Score -2735392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2735403.750000 Penalty: 948.811340
	Iteration 34Q: 3 clusters Score -2735404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2735402.500000 Penalty: 948.811340
	Iteration 35Q: 3 clusters Score -2735402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2735402.250000 Penalty: 948.811340
	Iteration 36Q: 3 clusters Score -2735402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2735381.000000 Penalty: 948.811340
	Iteration 37Q: 3 clusters Score -2735381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2735381.500000 Penalty: 948.811340
	Iteration 38Q: 3 clusters Score -2735382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2735375.750000 Penalty: 948.811340
	Iteration 39Q: 3 clusters Score -2735376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2735384.750000 Penalty: 948.811340
	Iteration 40F: 3 clusters Score -2735385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2735378.750000 Penalty: 948.811340
	Iteration 41Q: 3 clusters Score -2735379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2735379.500000 Penalty: 948.811340
	Iteration 42Q: 3 clusters Score -2735380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2735381.000000 Penalty: 948.811340
	Iteration 43Q: 3 clusters Score -2735381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2735371.250000 Penalty: 948.811340
	Iteration 44Q: 3 clusters Score -2735371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2735371.250000 Penalty: 948.811340
	Iteration 45F: 3 clusters Score -2735371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36644 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 35035 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23635 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 46313 members 
Mstep: Class 35 contains 23615 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5598 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 11790 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6245 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13919 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19336 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1096 members 
Mstep: Class 58 contains 6370 members 
Mstep: Class 59 contains 7120 members 
Mstep: Class 60 contains 14144 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 29929 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6680 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 36630 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17427 members 
Mstep: Class 71 contains 1520 members 
Mstep: Class 72 contains 21952 members 
Mstep: Class 73 contains 16845 members 
Mstep: Class 74 contains 11479 members 
Entering Unmasked Estep 
Score: -42173168.000000 Penalty: 44543.296875
Splitting cluster 41 changes total score from -42172156.000000 to -42173168.000000
So it's getting split into cluster 72.
Entering ConstructFrom: 
Trying to split cluster 42 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -25821.230469 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -25821.23 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 193 members 
Entering Unmasked Estep 
Score: -25412.824219 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -25412.82 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25522.800781 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -25522.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25556.238281 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -25556.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25576.453125 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -25576.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25595.009766 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -25595.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25612.289062 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -25612.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25616.591797 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -25616.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25618.546875 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -25618.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25620.451172 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -25620.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25623.591797 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -25623.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25624.654297 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -25624.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25625.281250 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -25625.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25625.281250 Penalty: 539.834290
	Iteration 12F: 3 clusters Score -25625.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -224113.453125 Penalty: 361.955872
	Iteration 0F: 2 clusters Score -224113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -222130.125000 Penalty: 723.911743
	Iteration 0F: 3 clusters Score -222130.1 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -222804.453125 Penalty: 723.911743
	Iteration 1F: 3 clusters Score -222804.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -222905.390625 Penalty: 723.911743
	Iteration 2F: 3 clusters Score -222905.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -223013.812500 Penalty: 723.911743
	Iteration 3F: 3 clusters Score -223013.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -223128.218750 Penalty: 723.911743
	Iteration 4F: 3 clusters Score -223128.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223227.578125 Penalty: 723.911743
	Iteration 5Q: 3 clusters Score -223227.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -223329.531250 Penalty: 723.911743
	Iteration 6Q: 3 clusters Score -223329.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -223415.437500 Penalty: 723.911743
	Iteration 7Q: 3 clusters Score -223415.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -223485.765625 Penalty: 723.911743
	Iteration 8Q: 3 clusters Score -223485.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -223536.890625 Penalty: 723.911743
	Iteration 9Q: 3 clusters Score -223536.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -223562.828125 Penalty: 723.911743
	Iteration 10Q: 3 clusters Score -223562.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -223585.453125 Penalty: 723.911743
	Iteration 11Q: 3 clusters Score -223585.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -223610.125000 Penalty: 723.911743
	Iteration 12Q: 3 clusters Score -223610.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -223629.296875 Penalty: 723.911743
	Iteration 13Q: 3 clusters Score -223629.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -223648.406250 Penalty: 723.911743
	Iteration 14Q: 3 clusters Score -223648.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -223666.156250 Penalty: 723.911743
	Iteration 15Q: 3 clusters Score -223666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -223681.093750 Penalty: 723.911743
	Iteration 16Q: 3 clusters Score -223681.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -223694.578125 Penalty: 723.911743
	Iteration 17Q: 3 clusters Score -223694.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -223706.468750 Penalty: 723.911743
	Iteration 18Q: 3 clusters Score -223706.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -223715.000000 Penalty: 723.911743
	Iteration 19Q: 3 clusters Score -223715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -223721.453125 Penalty: 723.911743
	Iteration 20F: 3 clusters Score -223721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -223731.656250 Penalty: 723.911743
	Iteration 21Q: 3 clusters Score -223731.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -223742.406250 Penalty: 723.911743
	Iteration 22Q: 3 clusters Score -223742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -223749.734375 Penalty: 723.911743
	Iteration 23Q: 3 clusters Score -223749.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -223755.078125 Penalty: 723.911743
	Iteration 24Q: 3 clusters Score -223755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -223758.921875 Penalty: 723.911743
	Iteration 25Q: 3 clusters Score -223758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -223760.296875 Penalty: 723.911743
	Iteration 26Q: 3 clusters Score -223760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -223761.625000 Penalty: 723.911743
	Iteration 27Q: 3 clusters Score -223761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -223761.843750 Penalty: 723.911743
	Iteration 28Q: 3 clusters Score -223761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -223761.921875 Penalty: 723.911743
	Iteration 29Q: 3 clusters Score -223761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -223761.921875 Penalty: 723.911743
	Iteration 30F: 3 clusters Score -223761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -115895.859375 Penalty: 335.801636
	Iteration 0F: 2 clusters Score -115895.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -114714.328125 Penalty: 671.603271
	Iteration 0F: 3 clusters Score -114714.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115191.257812 Penalty: 671.603271
	Iteration 1F: 3 clusters Score -115191.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -115337.726562 Penalty: 671.603271
	Iteration 2F: 3 clusters Score -115337.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115430.734375 Penalty: 671.603271
	Iteration 3F: 3 clusters Score -115430.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115481.609375 Penalty: 671.603271
	Iteration 4F: 3 clusters Score -115481.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -115520.421875 Penalty: 671.603271
	Iteration 5Q: 3 clusters Score -115520.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115544.390625 Penalty: 671.603271
	Iteration 6Q: 3 clusters Score -115544.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115557.187500 Penalty: 671.603271
	Iteration 7Q: 3 clusters Score -115557.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115566.148438 Penalty: 671.603271
	Iteration 8Q: 3 clusters Score -115566.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115571.562500 Penalty: 671.603271
	Iteration 9Q: 3 clusters Score -115571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115574.781250 Penalty: 671.603271
	Iteration 10Q: 3 clusters Score -115574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115578.687500 Penalty: 671.603271
	Iteration 11Q: 3 clusters Score -115578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115581.867188 Penalty: 671.603271
	Iteration 12Q: 3 clusters Score -115581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115583.867188 Penalty: 671.603271
	Iteration 13Q: 3 clusters Score -115583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115586.421875 Penalty: 671.603271
	Iteration 14Q: 3 clusters Score -115586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115587.648438 Penalty: 671.603271
	Iteration 15Q: 3 clusters Score -115587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115589.234375 Penalty: 671.603271
	Iteration 16Q: 3 clusters Score -115589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -115591.195312 Penalty: 671.603271
	Iteration 17Q: 3 clusters Score -115591.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115592.796875 Penalty: 671.603271
	Iteration 18Q: 3 clusters Score -115592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115594.671875 Penalty: 671.603271
	Iteration 19Q: 3 clusters Score -115594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115595.867188 Penalty: 671.603271
	Iteration 20F: 3 clusters Score -115595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115596.796875 Penalty: 671.603271
	Iteration 21Q: 3 clusters Score -115596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115597.281250 Penalty: 671.603271
	Iteration 22Q: 3 clusters Score -115597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -115599.304688 Penalty: 671.603271
	Iteration 23Q: 3 clusters Score -115599.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -115603.695312 Penalty: 671.603271
	Iteration 24Q: 3 clusters Score -115603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115605.851562 Penalty: 671.603271
	Iteration 25Q: 3 clusters Score -115605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115606.460938 Penalty: 671.603271
	Iteration 26Q: 3 clusters Score -115606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115606.906250 Penalty: 671.603271
	Iteration 27Q: 3 clusters Score -115606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115606.914062 Penalty: 671.603271
	Iteration 28Q: 3 clusters Score -115606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115607.406250 Penalty: 671.603271
	Iteration 29Q: 3 clusters Score -115607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115607.625000 Penalty: 671.603271
	Iteration 30Q: 3 clusters Score -115607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115608.164062 Penalty: 671.603271
	Iteration 31Q: 3 clusters Score -115608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115608.593750 Penalty: 671.603271
	Iteration 32Q: 3 clusters Score -115608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115608.593750 Penalty: 671.603271
	Iteration 33F: 3 clusters Score -115608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -488981.843750 Penalty: 397.648895
	Iteration 0F: 2 clusters Score -488981.8 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 3041 members 
Entering Unmasked Estep 
Score: -484775.218750 Penalty: 795.297791
	Iteration 0F: 3 clusters Score -484775.2 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -486615.312500 Penalty: 795.297791
	Iteration 1F: 3 clusters Score -486615.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -487065.531250 Penalty: 795.297791
	Iteration 2F: 3 clusters Score -487065.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -487555.687500 Penalty: 795.297791
	Iteration 3F: 3 clusters Score -487555.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -488022.906250 Penalty: 795.297791
	Iteration 4F: 3 clusters Score -488022.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -488356.437500 Penalty: 795.297791
	Iteration 5F: 3 clusters Score -488356.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -488523.281250 Penalty: 795.297791
	Iteration 6Q: 3 clusters Score -488523.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -488603.218750 Penalty: 795.297791
	Iteration 7Q: 3 clusters Score -488603.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -488648.281250 Penalty: 795.297791
	Iteration 8Q: 3 clusters Score -488648.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -488686.906250 Penalty: 795.297791
	Iteration 9Q: 3 clusters Score -488686.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -488706.156250 Penalty: 795.297791
	Iteration 10Q: 3 clusters Score -488706.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -488714.593750 Penalty: 795.297791
	Iteration 11Q: 3 clusters Score -488714.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -488724.718750 Penalty: 795.297791
	Iteration 12Q: 3 clusters Score -488724.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -488735.750000 Penalty: 795.297791
	Iteration 13Q: 3 clusters Score -488735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -488743.500000 Penalty: 795.297791
	Iteration 14Q: 3 clusters Score -488743.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -488745.937500 Penalty: 795.297791
	Iteration 15Q: 3 clusters Score -488745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -488747.562500 Penalty: 795.297791
	Iteration 16Q: 3 clusters Score -488747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -488748.250000 Penalty: 795.297791
	Iteration 17Q: 3 clusters Score -488748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -488747.875000 Penalty: 795.297791
	Iteration 18Q: 3 clusters Score -488747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -488747.875000 Penalty: 795.297791
	Iteration 19F: 3 clusters Score -488747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -30049.142578 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -30049.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -29538.451172 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -29538.45 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29702.812500 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -29702.81 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29779.025391 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -29779.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29811.705078 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -29811.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29850.808594 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -29850.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29868.646484 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -29868.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29878.904297 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -29878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29883.884766 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -29883.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29885.751953 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -29885.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29888.728516 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -29888.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29889.369141 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -29889.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29889.369141 Penalty: 569.969238
	Iteration 11F: 3 clusters Score -29889.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -15514.330078 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -15514.33 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 178 members 
Entering Unmasked Estep 
Score: -15131.222656 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -15131.22 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15305.969727 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -15305.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15373.956055 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -15373.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15408.354492 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -15408.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15439.454102 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -15439.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15452.960938 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -15452.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15470.999023 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -15471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15480.458008 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -15480.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15484.936523 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -15484.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15487.141602 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -15487.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15487.243164 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -15487.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15487.243164 Penalty: 536.890686
	Iteration 11F: 3 clusters Score -15487.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -244502.000000 Penalty: 368.446747
	Iteration 0F: 2 clusters Score -244502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -242223.625000 Penalty: 736.893494
	Iteration 0F: 3 clusters Score -242223.6 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -243009.781250 Penalty: 736.893494
	Iteration 1F: 3 clusters Score -243009.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -243096.250000 Penalty: 736.893494
	Iteration 2F: 3 clusters Score -243096.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -243201.796875 Penalty: 736.893494
	Iteration 3F: 3 clusters Score -243201.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243340.031250 Penalty: 736.893494
	Iteration 4F: 3 clusters Score -243340 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243512.500000 Penalty: 736.893494
	Iteration 5F: 3 clusters Score -243512.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -243706.203125 Penalty: 736.893494
	Iteration 6F: 3 clusters Score -243706.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -243858.515625 Penalty: 736.893494
	Iteration 7F: 3 clusters Score -243858.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -243984.875000 Penalty: 736.893494
	Iteration 8Q: 3 clusters Score -243984.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -244076.312500 Penalty: 736.893494
	Iteration 9Q: 3 clusters Score -244076.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -244135.546875 Penalty: 736.893494
	Iteration 10Q: 3 clusters Score -244135.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -244171.875000 Penalty: 736.893494
	Iteration 11Q: 3 clusters Score -244171.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -244194.437500 Penalty: 736.893494
	Iteration 12Q: 3 clusters Score -244194.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -244207.015625 Penalty: 736.893494
	Iteration 13Q: 3 clusters Score -244207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -244217.593750 Penalty: 736.893494
	Iteration 14Q: 3 clusters Score -244217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -244223.687500 Penalty: 736.893494
	Iteration 15Q: 3 clusters Score -244223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -244228.593750 Penalty: 736.893494
	Iteration 16Q: 3 clusters Score -244228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -244235.796875 Penalty: 736.893494
	Iteration 17Q: 3 clusters Score -244235.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -244248.671875 Penalty: 736.893494
	Iteration 18Q: 3 clusters Score -244248.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -244252.531250 Penalty: 736.893494
	Iteration 19Q: 3 clusters Score -244252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -244256.109375 Penalty: 736.893494
	Iteration 20F: 3 clusters Score -244256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -244258.000000 Penalty: 736.893494
	Iteration 21Q: 3 clusters Score -244258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -244259.609375 Penalty: 736.893494
	Iteration 22Q: 3 clusters Score -244259.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -244260.640625 Penalty: 736.893494
	Iteration 23Q: 3 clusters Score -244260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -244263.468750 Penalty: 736.893494
	Iteration 24Q: 3 clusters Score -244263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -244267.171875 Penalty: 736.893494
	Iteration 25Q: 3 clusters Score -244267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -244267.578125 Penalty: 736.893494
	Iteration 26Q: 3 clusters Score -244267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -244268.062500 Penalty: 736.893494
	Iteration 27Q: 3 clusters Score -244268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -244268.531250 Penalty: 736.893494
	Iteration 28Q: 3 clusters Score -244268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -244268.359375 Penalty: 736.893494
	Iteration 29Q: 3 clusters Score -244268.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -244269.062500 Penalty: 736.893494
	Iteration 30Q: 3 clusters Score -244269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -244270.531250 Penalty: 736.893494
	Iteration 31Q: 3 clusters Score -244270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -244272.515625 Penalty: 736.893494
	Iteration 32Q: 3 clusters Score -244272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -244274.703125 Penalty: 736.893494
	Iteration 33Q: 3 clusters Score -244274.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -244276.265625 Penalty: 736.893494
	Iteration 34Q: 3 clusters Score -244276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -244276.687500 Penalty: 736.893494
	Iteration 35Q: 3 clusters Score -244276.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -244276.687500 Penalty: 736.893494
	Iteration 36F: 3 clusters Score -244276.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7070.389648 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7070.39 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 129 members 
Entering Unmasked Estep 
Score: -6742.337402 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -6742.337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6863.053711 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -6863.054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6905.279785 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -6905.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6935.688965 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -6935.689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6954.446289 Penalty: 507.755432
	Iteration 4F: 3 clusters Score -6954.446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6965.230469 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -6965.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6967.760254 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -6967.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6967.760254 Penalty: 507.755432
	Iteration 7F: 3 clusters Score -6967.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1134481.125000 Penalty: 434.115936
	Iteration 0F: 2 clusters Score -1134481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1125210.625000 Penalty: 868.231873
	Iteration 0F: 3 clusters Score -1125211 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1129256.875000 Penalty: 868.231873
	Iteration 1F: 3 clusters Score -1129257 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1129782.000000 Penalty: 868.231873
	Iteration 2F: 3 clusters Score -1129782 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1130621.625000 Penalty: 868.231873
	Iteration 3F: 3 clusters Score -1130622 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1131839.000000 Penalty: 868.231873
	Iteration 4F: 3 clusters Score -1131839 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1132858.375000 Penalty: 868.231873
	Iteration 5F: 3 clusters Score -1132858 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1133274.250000 Penalty: 868.231873
	Iteration 6Q: 3 clusters Score -1133274 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1133453.625000 Penalty: 868.231873
	Iteration 7Q: 3 clusters Score -1133454 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1133574.875000 Penalty: 868.231873
	Iteration 8Q: 3 clusters Score -1133575 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1133676.875000 Penalty: 868.231873
	Iteration 9Q: 3 clusters Score -1133677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1133772.500000 Penalty: 868.231873
	Iteration 10Q: 3 clusters Score -1133772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1133825.875000 Penalty: 868.231873
	Iteration 11Q: 3 clusters Score -1133826 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1133879.500000 Penalty: 868.231873
	Iteration 12Q: 3 clusters Score -1133880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1133900.000000 Penalty: 868.231873
	Iteration 13Q: 3 clusters Score -1133900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1133920.875000 Penalty: 868.231873
	Iteration 14Q: 3 clusters Score -1133921 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1133936.625000 Penalty: 868.231873
	Iteration 15Q: 3 clusters Score -1133937 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1133945.500000 Penalty: 868.231873
	Iteration 16Q: 3 clusters Score -1133946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1133961.125000 Penalty: 868.231873
	Iteration 17Q: 3 clusters Score -1133961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1133968.500000 Penalty: 868.231873
	Iteration 18Q: 3 clusters Score -1133968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1133970.375000 Penalty: 868.231873
	Iteration 19Q: 3 clusters Score -1133970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1133974.375000 Penalty: 868.231873
	Iteration 20F: 3 clusters Score -1133974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1133981.250000 Penalty: 868.231873
	Iteration 21Q: 3 clusters Score -1133981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1133984.125000 Penalty: 868.231873
	Iteration 22Q: 3 clusters Score -1133984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1133988.750000 Penalty: 868.231873
	Iteration 23Q: 3 clusters Score -1133989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1133986.375000 Penalty: 868.231873
	Iteration 24Q: 3 clusters Score -1133986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1133988.125000 Penalty: 868.231873
	Iteration 25Q: 3 clusters Score -1133988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1133993.750000 Penalty: 868.231873
	Iteration 26Q: 3 clusters Score -1133994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1133995.500000 Penalty: 868.231873
	Iteration 27Q: 3 clusters Score -1133996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1133996.000000 Penalty: 868.231873
	Iteration 28Q: 3 clusters Score -1133996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1133997.125000 Penalty: 868.231873
	Iteration 29Q: 3 clusters Score -1133997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1133999.375000 Penalty: 868.231873
	Iteration 30Q: 3 clusters Score -1133999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1134000.375000 Penalty: 868.231873
	Iteration 31Q: 3 clusters Score -1134000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1133996.500000 Penalty: 868.231873
	Iteration 32Q: 3 clusters Score -1133996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1133995.500000 Penalty: 868.231873
	Iteration 33Q: 3 clusters Score -1133996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1133996.500000 Penalty: 868.231873
	Iteration 34Q: 3 clusters Score -1133996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1133995.750000 Penalty: 868.231873
	Iteration 35Q: 3 clusters Score -1133996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1133996.750000 Penalty: 868.231873
	Iteration 36Q: 3 clusters Score -1133997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1133997.750000 Penalty: 868.231873
	Iteration 37Q: 3 clusters Score -1133998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1133995.125000 Penalty: 868.231873
	Iteration 38Q: 3 clusters Score -1133995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1133995.000000 Penalty: 868.231873
	Iteration 39Q: 3 clusters Score -1133995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1133995.125000 Penalty: 868.231873
	Iteration 40F: 3 clusters Score -1133995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1133996.750000 Penalty: 868.231873
	Iteration 41Q: 3 clusters Score -1133997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1133996.750000 Penalty: 868.231873
	Iteration 42F: 3 clusters Score -1133997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -65185.441406 Penalty: 311.293518
	Iteration 0F: 2 clusters Score -65185.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -64426.292969 Penalty: 622.587036
	Iteration 0F: 3 clusters Score -64426.29 nChanged 371
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: -64648.175781 Penalty: 622.587036
	Iteration 1F: 3 clusters Score -64648.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -64706.863281 Penalty: 622.587036
	Iteration 2F: 3 clusters Score -64706.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -64738.210938 Penalty: 622.587036
	Iteration 3F: 3 clusters Score -64738.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64763.003906 Penalty: 622.587036
	Iteration 4Q: 3 clusters Score -64763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -64786.730469 Penalty: 622.587036
	Iteration 5Q: 3 clusters Score -64786.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64807.378906 Penalty: 622.587036
	Iteration 6Q: 3 clusters Score -64807.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64837.691406 Penalty: 622.587036
	Iteration 7Q: 3 clusters Score -64837.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -64863.128906 Penalty: 622.587036
	Iteration 8Q: 3 clusters Score -64863.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64873.777344 Penalty: 622.587036
	Iteration 9Q: 3 clusters Score -64873.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64882.582031 Penalty: 622.587036
	Iteration 10Q: 3 clusters Score -64882.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64888.640625 Penalty: 622.587036
	Iteration 11Q: 3 clusters Score -64888.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64893.925781 Penalty: 622.587036
	Iteration 12Q: 3 clusters Score -64893.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64897.640625 Penalty: 622.587036
	Iteration 13Q: 3 clusters Score -64897.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64899.464844 Penalty: 622.587036
	Iteration 14Q: 3 clusters Score -64899.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -64902.144531 Penalty: 622.587036
	Iteration 15Q: 3 clusters Score -64902.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64904.332031 Penalty: 622.587036
	Iteration 16Q: 3 clusters Score -64904.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64907.734375 Penalty: 622.587036
	Iteration 17Q: 3 clusters Score -64907.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64909.210938 Penalty: 622.587036
	Iteration 18Q: 3 clusters Score -64909.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64914.058594 Penalty: 622.587036
	Iteration 19Q: 3 clusters Score -64914.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64917.492188 Penalty: 622.587036
	Iteration 20F: 3 clusters Score -64917.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64918.468750 Penalty: 622.587036
	Iteration 21Q: 3 clusters Score -64918.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64918.914062 Penalty: 622.587036
	Iteration 22Q: 3 clusters Score -64918.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64918.914062 Penalty: 622.587036
	Iteration 23F: 3 clusters Score -64918.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (19336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Entering Unmasked Estep 
Score: -1532124.375000 Penalty: 449.072449
	Iteration 0F: 2 clusters Score -1532124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1519176.375000 Penalty: 898.144897
	Iteration 0F: 3 clusters Score -1519176 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1524377.000000 Penalty: 898.144897
	Iteration 1F: 3 clusters Score -1524377 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1524617.875000 Penalty: 898.144897
	Iteration 2Q: 3 clusters Score -1524618 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1524931.750000 Penalty: 898.144897
	Iteration 3Q: 3 clusters Score -1524932 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1525407.500000 Penalty: 898.144897
	Iteration 4Q: 3 clusters Score -1525408 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1526147.375000 Penalty: 898.144897
	Iteration 5F: 3 clusters Score -1526147 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1527089.375000 Penalty: 898.144897
	Iteration 6F: 3 clusters Score -1527089 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1527909.125000 Penalty: 898.144897
	Iteration 7F: 3 clusters Score -1527909 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1528307.750000 Penalty: 898.144897
	Iteration 8Q: 3 clusters Score -1528308 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1528454.000000 Penalty: 898.144897
	Iteration 9Q: 3 clusters Score -1528454 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1528568.625000 Penalty: 898.144897
	Iteration 10Q: 3 clusters Score -1528569 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1528676.000000 Penalty: 898.144897
	Iteration 11Q: 3 clusters Score -1528676 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1528775.875000 Penalty: 898.144897
	Iteration 12Q: 3 clusters Score -1528776 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1528873.125000 Penalty: 898.144897
	Iteration 13Q: 3 clusters Score -1528873 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1528985.125000 Penalty: 898.144897
	Iteration 14Q: 3 clusters Score -1528985 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1529107.875000 Penalty: 898.144897
	Iteration 15Q: 3 clusters Score -1529108 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1529235.250000 Penalty: 898.144897
	Iteration 16Q: 3 clusters Score -1529235 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1529362.125000 Penalty: 898.144897
	Iteration 17Q: 3 clusters Score -1529362 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1529505.875000 Penalty: 898.144897
	Iteration 18Q: 3 clusters Score -1529506 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1529671.625000 Penalty: 898.144897
	Iteration 19Q: 3 clusters Score -1529672 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1529852.375000 Penalty: 898.144897
	Iteration 20F: 3 clusters Score -1529852 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1530052.625000 Penalty: 898.144897
	Iteration 21Q: 3 clusters Score -1530053 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1530268.000000 Penalty: 898.144897
	Iteration 22Q: 3 clusters Score -1530268 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1530487.875000 Penalty: 898.144897
	Iteration 23Q: 3 clusters Score -1530488 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1530694.875000 Penalty: 898.144897
	Iteration 24Q: 3 clusters Score -1530695 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1530889.625000 Penalty: 898.144897
	Iteration 25Q: 3 clusters Score -1530890 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1531050.375000 Penalty: 898.144897
	Iteration 26Q: 3 clusters Score -1531050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1531247.500000 Penalty: 898.144897
	Iteration 27Q: 3 clusters Score -1531248 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1531400.625000 Penalty: 898.144897
	Iteration 28Q: 3 clusters Score -1531401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1531505.000000 Penalty: 898.144897
	Iteration 29Q: 3 clusters Score -1531505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1531596.250000 Penalty: 898.144897
	Iteration 30Q: 3 clusters Score -1531596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1531647.250000 Penalty: 898.144897
	Iteration 31Q: 3 clusters Score -1531647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -1531669.750000 Penalty: 898.144897
	Iteration 32Q: 3 clusters Score -1531670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1531694.250000 Penalty: 898.144897
	Iteration 33Q: 3 clusters Score -1531694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1531706.750000 Penalty: 898.144897
	Iteration 34Q: 3 clusters Score -1531707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1531717.125000 Penalty: 898.144897
	Iteration 35Q: 3 clusters Score -1531717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1531727.625000 Penalty: 898.144897
	Iteration 36Q: 3 clusters Score -1531728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1531736.500000 Penalty: 898.144897
	Iteration 37Q: 3 clusters Score -1531736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1531741.250000 Penalty: 898.144897
	Iteration 38Q: 3 clusters Score -1531741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1531740.625000 Penalty: 898.144897
	Iteration 39Q: 3 clusters Score -1531741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -1531740.625000 Penalty: 898.144897
	Iteration 40F: 3 clusters Score -1531741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13880.133789 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13880.13 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 102 members 
Entering Unmasked Estep 
Score: -13572.001953 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13637.558594 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13637.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13663.136719 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13663.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13719.265625 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -13719.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13732.354492 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13732.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13738.426758 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13738.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13738.426758 Penalty: 496.044495
	Iteration 6F: 3 clusters Score -13738.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -11409.459961 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -11409.46 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 94 members 
Entering Unmasked Estep 
Score: -11135.984375 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -11135.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11203.571289 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -11203.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11218.267578 Penalty: 479.842987
	Iteration 2Q: 3 clusters Score -11218.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11220.369141 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -11220.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11220.369141 Penalty: 479.842987
	Iteration 4F: 3 clusters Score -11220.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11734.433594 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11734.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11429.384766 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11429.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -11534.481445 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11534.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11558.563477 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11558.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -11567.166016 Penalty: 499.868591
	Iteration 3Q: 3 clusters Score -11567.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11575.241211 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11575.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11580.347656 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11580.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11580.347656 Penalty: 499.868591
	Iteration 6F: 3 clusters Score -11580.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -7544.241211 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -7544.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7340.820312 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -7340.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7370.500000 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -7370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7374.955078 Penalty: 422.639587
	Iteration 2Q: 3 clusters Score -7374.955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -7382.919434 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -7382.919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7384.781738 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -7384.782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7390.354980 Penalty: 422.639587
	Iteration 5Q: 3 clusters Score -7390.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7390.354980 Penalty: 422.639587
	Iteration 6F: 3 clusters Score -7390.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -79721.570312 Penalty: 318.473724
	Iteration 0F: 2 clusters Score -79721.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78839.953125 Penalty: 636.947449
	Iteration 0F: 3 clusters Score -78839.95 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -79121.000000 Penalty: 636.947449
	Iteration 1F: 3 clusters Score -79121 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -79179.437500 Penalty: 636.947449
	Iteration 2F: 3 clusters Score -79179.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -79230.539062 Penalty: 636.947449
	Iteration 3F: 3 clusters Score -79230.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -79269.906250 Penalty: 636.947449
	Iteration 4F: 3 clusters Score -79269.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -79298.953125 Penalty: 636.947449
	Iteration 5Q: 3 clusters Score -79298.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -79331.070312 Penalty: 636.947449
	Iteration 6Q: 3 clusters Score -79331.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -79354.781250 Penalty: 636.947449
	Iteration 7Q: 3 clusters Score -79354.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -79365.703125 Penalty: 636.947449
	Iteration 8Q: 3 clusters Score -79365.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79376.906250 Penalty: 636.947449
	Iteration 9Q: 3 clusters Score -79376.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -79391.023438 Penalty: 636.947449
	Iteration 10Q: 3 clusters Score -79391.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -79401.773438 Penalty: 636.947449
	Iteration 11Q: 3 clusters Score -79401.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -79413.250000 Penalty: 636.947449
	Iteration 12Q: 3 clusters Score -79413.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -79425.132812 Penalty: 636.947449
	Iteration 13Q: 3 clusters Score -79425.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -79433.593750 Penalty: 636.947449
	Iteration 14Q: 3 clusters Score -79433.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -79438.484375 Penalty: 636.947449
	Iteration 15Q: 3 clusters Score -79438.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -79442.554688 Penalty: 636.947449
	Iteration 16Q: 3 clusters Score -79442.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79445.742188 Penalty: 636.947449
	Iteration 17Q: 3 clusters Score -79445.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -79447.695312 Penalty: 636.947449
	Iteration 18Q: 3 clusters Score -79447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -79447.695312 Penalty: 636.947449
	Iteration 19F: 3 clusters Score -79447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -526157.312500 Penalty: 398.550629
	Iteration 0F: 2 clusters Score -526157.3 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 3192 members 
Entering Unmasked Estep 
Score: -522085.843750 Penalty: 797.101257
	Iteration 0F: 3 clusters Score -522085.8 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -523756.250000 Penalty: 797.101257
	Iteration 1F: 3 clusters Score -523756.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -524168.687500 Penalty: 797.101257
	Iteration 2F: 3 clusters Score -524168.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -524852.125000 Penalty: 797.101257
	Iteration 3F: 3 clusters Score -524852.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -525450.687500 Penalty: 797.101257
	Iteration 4F: 3 clusters Score -525450.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -525667.500000 Penalty: 797.101257
	Iteration 5Q: 3 clusters Score -525667.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -525698.437500 Penalty: 797.101257
	Iteration 6Q: 3 clusters Score -525698.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -525705.187500 Penalty: 797.101257
	Iteration 7Q: 3 clusters Score -525705.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -525711.312500 Penalty: 797.101257
	Iteration 8Q: 3 clusters Score -525711.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -525712.625000 Penalty: 797.101257
	Iteration 9Q: 3 clusters Score -525712.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -525723.062500 Penalty: 797.101257
	Iteration 10Q: 3 clusters Score -525723.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -525738.812500 Penalty: 797.101257
	Iteration 11Q: 3 clusters Score -525738.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -525743.812500 Penalty: 797.101257
	Iteration 12Q: 3 clusters Score -525743.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -525745.187500 Penalty: 797.101257
	Iteration 13Q: 3 clusters Score -525745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -525747.812500 Penalty: 797.101257
	Iteration 14Q: 3 clusters Score -525747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525750.812500 Penalty: 797.101257
	Iteration 15Q: 3 clusters Score -525750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -525751.250000 Penalty: 797.101257
	Iteration 16Q: 3 clusters Score -525751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -525750.500000 Penalty: 797.101257
	Iteration 17Q: 3 clusters Score -525750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -525746.875000 Penalty: 797.101257
	Iteration 18Q: 3 clusters Score -525746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525755.250000 Penalty: 797.101257
	Iteration 19Q: 3 clusters Score -525755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -525755.250000 Penalty: 797.101257
	Iteration 20F: 3 clusters Score -525755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -574633.000000 Penalty: 403.615143
	Iteration 0F: 2 clusters Score -574633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -569939.937500 Penalty: 807.230286
	Iteration 0F: 3 clusters Score -569939.9 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -571627.125000 Penalty: 807.230286
	Iteration 1F: 3 clusters Score -571627.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -571730.875000 Penalty: 807.230286
	Iteration 2Q: 3 clusters Score -571730.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -571832.625000 Penalty: 807.230286
	Iteration 3Q: 3 clusters Score -571832.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -571964.250000 Penalty: 807.230286
	Iteration 4Q: 3 clusters Score -571964.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -572133.062500 Penalty: 807.230286
	Iteration 5Q: 3 clusters Score -572133.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572390.687500 Penalty: 807.230286
	Iteration 6F: 3 clusters Score -572390.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -572781.000000 Penalty: 807.230286
	Iteration 7F: 3 clusters Score -572781 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -573268.250000 Penalty: 807.230286
	Iteration 8F: 3 clusters Score -573268.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -573772.125000 Penalty: 807.230286
	Iteration 9F: 3 clusters Score -573772.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -574101.500000 Penalty: 807.230286
	Iteration 10Q: 3 clusters Score -574101.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -574215.625000 Penalty: 807.230286
	Iteration 11Q: 3 clusters Score -574215.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -574243.937500 Penalty: 807.230286
	Iteration 12Q: 3 clusters Score -574243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -574274.125000 Penalty: 807.230286
	Iteration 13Q: 3 clusters Score -574274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -574288.062500 Penalty: 807.230286
	Iteration 14Q: 3 clusters Score -574288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -574292.000000 Penalty: 807.230286
	Iteration 15Q: 3 clusters Score -574292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -574294.812500 Penalty: 807.230286
	Iteration 16Q: 3 clusters Score -574294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -574294.812500 Penalty: 807.230286
	Iteration 17F: 3 clusters Score -574294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (14144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Entering Unmasked Estep 
Score: -1123828.250000 Penalty: 434.845581
	Iteration 0F: 2 clusters Score -1123828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1114348.875000 Penalty: 869.691162
	Iteration 0F: 3 clusters Score -1114349 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1118108.000000 Penalty: 869.691162
	Iteration 1F: 3 clusters Score -1118108 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1118294.375000 Penalty: 869.691162
	Iteration 2Q: 3 clusters Score -1118294 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1118581.750000 Penalty: 869.691162
	Iteration 3Q: 3 clusters Score -1118582 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1119033.125000 Penalty: 869.691162
	Iteration 4F: 3 clusters Score -1119033 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1119746.625000 Penalty: 869.691162
	Iteration 5F: 3 clusters Score -1119747 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1120756.000000 Penalty: 869.691162
	Iteration 6F: 3 clusters Score -1120756 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1121877.125000 Penalty: 869.691162
	Iteration 7F: 3 clusters Score -1121877 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1122723.250000 Penalty: 869.691162
	Iteration 8F: 3 clusters Score -1122723 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1123151.125000 Penalty: 869.691162
	Iteration 9Q: 3 clusters Score -1123151 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1123329.000000 Penalty: 869.691162
	Iteration 10Q: 3 clusters Score -1123329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1123386.000000 Penalty: 869.691162
	Iteration 11Q: 3 clusters Score -1123386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -1123428.000000 Penalty: 869.691162
	Iteration 12Q: 3 clusters Score -1123428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1123441.250000 Penalty: 869.691162
	Iteration 13Q: 3 clusters Score -1123441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1123451.250000 Penalty: 869.691162
	Iteration 14Q: 3 clusters Score -1123451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -1123460.625000 Penalty: 869.691162
	Iteration 15Q: 3 clusters Score -1123461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1123463.000000 Penalty: 869.691162
	Iteration 16Q: 3 clusters Score -1123463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1123463.000000 Penalty: 869.691162
	Iteration 17F: 3 clusters Score -1123463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10181.314453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10181.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9896.761719 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -9896.762 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9972.142578 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -9972.143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9999.965820 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -9999.966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10012.523438 Penalty: 491.232819
	Iteration 3F: 3 clusters Score -10012.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10026.136719 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10026.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10029.447266 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10029.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10029.612305 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10029.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10029.984375 Penalty: 491.232819
	Iteration 7Q: 3 clusters Score -10029.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10030.225586 Penalty: 491.232819
	Iteration 8Q: 3 clusters Score -10030.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10030.225586 Penalty: 491.232819
	Iteration 9F: 3 clusters Score -10030.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (29929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Entering Unmasked Estep 
Score: -2404384.000000 Penalty: 468.949554
	Iteration 0F: 2 clusters Score -2404384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2386129.500000 Penalty: 937.899109
	Iteration 0F: 3 clusters Score -2386130 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2395231.750000 Penalty: 937.899109
	Iteration 1F: 3 clusters Score -2395232 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2396176.750000 Penalty: 937.899109
	Iteration 2F: 3 clusters Score -2396177 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2397559.250000 Penalty: 937.899109
	Iteration 3F: 3 clusters Score -2397559 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2399227.500000 Penalty: 937.899109
	Iteration 4F: 3 clusters Score -2399228 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2400896.250000 Penalty: 937.899109
	Iteration 5F: 3 clusters Score -2400896 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2402165.500000 Penalty: 937.899109
	Iteration 6Q: 3 clusters Score -2402166 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2402811.750000 Penalty: 937.899109
	Iteration 7Q: 3 clusters Score -2402812 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -2403053.750000 Penalty: 937.899109
	Iteration 8Q: 3 clusters Score -2403054 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -2403224.500000 Penalty: 937.899109
	Iteration 9Q: 3 clusters Score -2403224 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -2403325.750000 Penalty: 937.899109
	Iteration 10Q: 3 clusters Score -2403326 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -2403435.750000 Penalty: 937.899109
	Iteration 11Q: 3 clusters Score -2403436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -2403536.500000 Penalty: 937.899109
	Iteration 12Q: 3 clusters Score -2403536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -2403592.750000 Penalty: 937.899109
	Iteration 13Q: 3 clusters Score -2403593 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -2403618.000000 Penalty: 937.899109
	Iteration 14Q: 3 clusters Score -2403618 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2403648.000000 Penalty: 937.899109
	Iteration 15Q: 3 clusters Score -2403648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -2403690.750000 Penalty: 937.899109
	Iteration 16Q: 3 clusters Score -2403691 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -2403716.000000 Penalty: 937.899109
	Iteration 17Q: 3 clusters Score -2403716 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -2403743.500000 Penalty: 937.899109
	Iteration 18Q: 3 clusters Score -2403744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -2403790.000000 Penalty: 937.899109
	Iteration 19Q: 3 clusters Score -2403790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2403825.750000 Penalty: 937.899109
	Iteration 20F: 3 clusters Score -2403826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -2403860.250000 Penalty: 937.899109
	Iteration 21Q: 3 clusters Score -2403860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -2403883.000000 Penalty: 937.899109
	Iteration 22Q: 3 clusters Score -2403883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -2403882.000000 Penalty: 937.899109
	Iteration 23Q: 3 clusters Score -2403882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -2403899.000000 Penalty: 937.899109
	Iteration 24Q: 3 clusters Score -2403899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -2403915.000000 Penalty: 937.899109
	Iteration 25Q: 3 clusters Score -2403915 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -2403932.000000 Penalty: 937.899109
	Iteration 26Q: 3 clusters Score -2403932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -2403956.750000 Penalty: 937.899109
	Iteration 27Q: 3 clusters Score -2403957 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -2403971.000000 Penalty: 937.899109
	Iteration 28Q: 3 clusters Score -2403971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -2403996.500000 Penalty: 937.899109
	Iteration 29Q: 3 clusters Score -2403996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -2403999.250000 Penalty: 937.899109
	Iteration 30Q: 3 clusters Score -2403999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -2404004.750000 Penalty: 937.899109
	Iteration 31Q: 3 clusters Score -2404005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -2404012.000000 Penalty: 937.899109
	Iteration 32Q: 3 clusters Score -2404012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2404020.500000 Penalty: 937.899109
	Iteration 33Q: 3 clusters Score -2404020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2404028.000000 Penalty: 937.899109
	Iteration 34Q: 3 clusters Score -2404028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -2404030.000000 Penalty: 937.899109
	Iteration 35Q: 3 clusters Score -2404030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -2404038.000000 Penalty: 937.899109
	Iteration 36Q: 3 clusters Score -2404038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2404060.750000 Penalty: 937.899109
	Iteration 37Q: 3 clusters Score -2404061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2404073.250000 Penalty: 937.899109
	Iteration 38Q: 3 clusters Score -2404073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -2404090.250000 Penalty: 937.899109
	Iteration 39Q: 3 clusters Score -2404090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2404110.250000 Penalty: 937.899109
	Iteration 40F: 3 clusters Score -2404110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -2404135.500000 Penalty: 937.899109
	Iteration 41Q: 3 clusters Score -2404136 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -2404158.000000 Penalty: 937.899109
	Iteration 42Q: 3 clusters Score -2404158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -2404177.250000 Penalty: 937.899109
	Iteration 43Q: 3 clusters Score -2404177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2404190.750000 Penalty: 937.899109
	Iteration 44Q: 3 clusters Score -2404191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -2404203.750000 Penalty: 937.899109
	Iteration 45Q: 3 clusters Score -2404204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2404212.000000 Penalty: 937.899109
	Iteration 46Q: 3 clusters Score -2404212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -2404229.000000 Penalty: 937.899109
	Iteration 47Q: 3 clusters Score -2404229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -2404265.000000 Penalty: 937.899109
	Iteration 48Q: 3 clusters Score -2404265 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -2404306.250000 Penalty: 937.899109
	Iteration 49Q: 3 clusters Score -2404306 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2404363.750000 Penalty: 937.899109
	Iteration 50Q: 3 clusters Score -2404364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2404436.000000 Penalty: 937.899109
	Iteration 51Q: 3 clusters Score -2404436 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -2404507.250000 Penalty: 937.899109
	Iteration 52Q: 3 clusters Score -2404507 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -2404568.500000 Penalty: 937.899109
	Iteration 53Q: 3 clusters Score -2404568 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2404612.000000 Penalty: 937.899109
	Iteration 54Q: 3 clusters Score -2404612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2404618.000000 Penalty: 937.899109
	Iteration 55Q: 3 clusters Score -2404618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -2404632.000000 Penalty: 937.899109
	Iteration 56Q: 3 clusters Score -2404632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -2404638.500000 Penalty: 937.899109
	Iteration 57Q: 3 clusters Score -2404638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -2404651.500000 Penalty: 937.899109
	Iteration 58Q: 3 clusters Score -2404652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2404664.250000 Penalty: 937.899109
	Iteration 59Q: 3 clusters Score -2404664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2404738.500000 Penalty: 937.899109
	Iteration 60F: 3 clusters Score -2404738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2404827.000000 Penalty: 937.899109
	Iteration 61Q: 3 clusters Score -2404827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2404873.000000 Penalty: 937.899109
	Iteration 62Q: 3 clusters Score -2404873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2404903.750000 Penalty: 937.899109
	Iteration 63Q: 3 clusters Score -2404904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2404927.250000 Penalty: 937.899109
	Iteration 64Q: 3 clusters Score -2404927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2404943.000000 Penalty: 937.899109
	Iteration 65Q: 3 clusters Score -2404943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2404954.500000 Penalty: 937.899109
	Iteration 66Q: 3 clusters Score -2404954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -2404960.000000 Penalty: 937.899109
	Iteration 67Q: 3 clusters Score -2404960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2404973.750000 Penalty: 937.899109
	Iteration 68Q: 3 clusters Score -2404974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2404986.500000 Penalty: 937.899109
	Iteration 69Q: 3 clusters Score -2404986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2405003.000000 Penalty: 937.899109
	Iteration 70Q: 3 clusters Score -2405003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -2405016.250000 Penalty: 937.899109
	Iteration 71Q: 3 clusters Score -2405016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2405024.750000 Penalty: 937.899109
	Iteration 72Q: 3 clusters Score -2405025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2405036.000000 Penalty: 937.899109
	Iteration 73Q: 3 clusters Score -2405036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2405048.000000 Penalty: 937.899109
	Iteration 74Q: 3 clusters Score -2405048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -2405045.750000 Penalty: 937.899109
	Iteration 75Q: 3 clusters Score -2405046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2405061.750000 Penalty: 937.899109
	Iteration 76Q: 3 clusters Score -2405062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2405074.000000 Penalty: 937.899109
	Iteration 77Q: 3 clusters Score -2405074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2405077.500000 Penalty: 937.899109
	Iteration 78Q: 3 clusters Score -2405078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -2405085.750000 Penalty: 937.899109
	Iteration 79Q: 3 clusters Score -2405086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2405084.000000 Penalty: 937.899109
	Iteration 80F: 3 clusters Score -2405084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2405095.750000 Penalty: 937.899109
	Iteration 81Q: 3 clusters Score -2405096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2405100.750000 Penalty: 937.899109
	Iteration 82Q: 3 clusters Score -2405101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2405115.500000 Penalty: 937.899109
	Iteration 83Q: 3 clusters Score -2405116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2405120.500000 Penalty: 937.899109
	Iteration 84Q: 3 clusters Score -2405120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2405134.250000 Penalty: 937.899109
	Iteration 85Q: 3 clusters Score -2405134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -2405138.500000 Penalty: 937.899109
	Iteration 86Q: 3 clusters Score -2405138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2405150.500000 Penalty: 937.899109
	Iteration 87Q: 3 clusters Score -2405150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2405152.500000 Penalty: 937.899109
	Iteration 88Q: 3 clusters Score -2405152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2405167.500000 Penalty: 937.899109
	Iteration 89Q: 3 clusters Score -2405168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -2405167.750000 Penalty: 937.899109
	Iteration 90Q: 3 clusters Score -2405168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -2405171.000000 Penalty: 937.899109
	Iteration 91Q: 3 clusters Score -2405171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2405178.000000 Penalty: 937.899109
	Iteration 92Q: 3 clusters Score -2405178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2405183.250000 Penalty: 937.899109
	Iteration 93Q: 3 clusters Score -2405183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -2405198.000000 Penalty: 937.899109
	Iteration 94Q: 3 clusters Score -2405198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2405216.750000 Penalty: 937.899109
	Iteration 95Q: 3 clusters Score -2405217 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2405230.500000 Penalty: 937.899109
	Iteration 96Q: 3 clusters Score -2405230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2405256.750000 Penalty: 937.899109
	Iteration 97Q: 3 clusters Score -2405257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -2405275.000000 Penalty: 937.899109
	Iteration 98Q: 3 clusters Score -2405275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2405303.000000 Penalty: 937.899109
	Iteration 99Q: 3 clusters Score -2405303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2405327.000000 Penalty: 937.899109
	Iteration 100F: 3 clusters Score -2405327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2405321.250000 Penalty: 937.899109
	Iteration 101Q: 3 clusters Score -2405321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -2405335.000000 Penalty: 937.899109
	Iteration 102Q: 3 clusters Score -2405335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -2405343.750000 Penalty: 937.899109
	Iteration 103Q: 3 clusters Score -2405344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2405363.250000 Penalty: 937.899109
	Iteration 104Q: 3 clusters Score -2405363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2405378.750000 Penalty: 937.899109
	Iteration 105Q: 3 clusters Score -2405379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2405387.250000 Penalty: 937.899109
	Iteration 106Q: 3 clusters Score -2405387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2405403.250000 Penalty: 937.899109
	Iteration 107Q: 3 clusters Score -2405403 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2405427.000000 Penalty: 937.899109
	Iteration 108Q: 3 clusters Score -2405427 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2405437.750000 Penalty: 937.899109
	Iteration 109Q: 3 clusters Score -2405438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2405462.750000 Penalty: 937.899109
	Iteration 110Q: 3 clusters Score -2405463 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2405477.500000 Penalty: 937.899109
	Iteration 111Q: 3 clusters Score -2405478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2405507.750000 Penalty: 937.899109
	Iteration 112Q: 3 clusters Score -2405508 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2405542.250000 Penalty: 937.899109
	Iteration 113Q: 3 clusters Score -2405542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2405563.500000 Penalty: 937.899109
	Iteration 114Q: 3 clusters Score -2405564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2405605.250000 Penalty: 937.899109
	Iteration 115Q: 3 clusters Score -2405605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2405633.250000 Penalty: 937.899109
	Iteration 116Q: 3 clusters Score -2405633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -2405672.750000 Penalty: 937.899109
	Iteration 117Q: 3 clusters Score -2405673 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2405721.000000 Penalty: 937.899109
	Iteration 118Q: 3 clusters Score -2405721 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2405777.750000 Penalty: 937.899109
	Iteration 119Q: 3 clusters Score -2405778 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2405813.250000 Penalty: 937.899109
	Iteration 120F: 3 clusters Score -2405813 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2405860.250000 Penalty: 937.899109
	Iteration 121Q: 3 clusters Score -2405860 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2405901.750000 Penalty: 937.899109
	Iteration 122Q: 3 clusters Score -2405902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2405937.500000 Penalty: 937.899109
	Iteration 123Q: 3 clusters Score -2405938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2405984.750000 Penalty: 937.899109
	Iteration 124Q: 3 clusters Score -2405985 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2406009.250000 Penalty: 937.899109
	Iteration 125Q: 3 clusters Score -2406009 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2406048.750000 Penalty: 937.899109
	Iteration 126Q: 3 clusters Score -2406049 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2406075.750000 Penalty: 937.899109
	Iteration 127Q: 3 clusters Score -2406076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2406126.000000 Penalty: 937.899109
	Iteration 128Q: 3 clusters Score -2406126 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2406146.000000 Penalty: 937.899109
	Iteration 129Q: 3 clusters Score -2406146 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2406172.250000 Penalty: 937.899109
	Iteration 130Q: 3 clusters Score -2406172 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2406182.750000 Penalty: 937.899109
	Iteration 131Q: 3 clusters Score -2406183 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2406213.750000 Penalty: 937.899109
	Iteration 132Q: 3 clusters Score -2406214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2406218.000000 Penalty: 937.899109
	Iteration 133Q: 3 clusters Score -2406218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2406225.750000 Penalty: 937.899109
	Iteration 134Q: 3 clusters Score -2406226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2406239.500000 Penalty: 937.899109
	Iteration 135Q: 3 clusters Score -2406240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2406242.500000 Penalty: 937.899109
	Iteration 136Q: 3 clusters Score -2406242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2406247.250000 Penalty: 937.899109
	Iteration 137Q: 3 clusters Score -2406247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2406257.250000 Penalty: 937.899109
	Iteration 138Q: 3 clusters Score -2406257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2406265.250000 Penalty: 937.899109
	Iteration 139Q: 3 clusters Score -2406265 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2406270.500000 Penalty: 937.899109
	Iteration 140F: 3 clusters Score -2406270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2406275.500000 Penalty: 937.899109
	Iteration 141Q: 3 clusters Score -2406276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2406272.500000 Penalty: 937.899109
	Iteration 142Q: 3 clusters Score -2406272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2406278.250000 Penalty: 937.899109
	Iteration 143Q: 3 clusters Score -2406278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2406274.750000 Penalty: 937.899109
	Iteration 144Q: 3 clusters Score -2406275 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2406276.250000 Penalty: 937.899109
	Iteration 145Q: 3 clusters Score -2406276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2406280.750000 Penalty: 937.899109
	Iteration 146Q: 3 clusters Score -2406281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2406286.000000 Penalty: 937.899109
	Iteration 147Q: 3 clusters Score -2406286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2406285.750000 Penalty: 937.899109
	Iteration 148Q: 3 clusters Score -2406286 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2406288.250000 Penalty: 937.899109
	Iteration 149Q: 3 clusters Score -2406288 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2406298.500000 Penalty: 937.899109
	Iteration 150Q: 3 clusters Score -2406298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2406303.750000 Penalty: 937.899109
	Iteration 151Q: 3 clusters Score -2406304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2406306.000000 Penalty: 937.899109
	Iteration 152Q: 3 clusters Score -2406306 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2406301.750000 Penalty: 937.899109
	Iteration 153Q: 3 clusters Score -2406302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2406294.750000 Penalty: 937.899109
	Iteration 154Q: 3 clusters Score -2406295 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2406299.500000 Penalty: 937.899109
	Iteration 155Q: 3 clusters Score -2406300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2406280.500000 Penalty: 937.899109
	Iteration 156Q: 3 clusters Score -2406280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2406284.000000 Penalty: 937.899109
	Iteration 157Q: 3 clusters Score -2406284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2406284.000000 Penalty: 937.899109
	Iteration 158Q: 3 clusters Score -2406284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2406283.500000 Penalty: 937.899109
	Iteration 159Q: 3 clusters Score -2406284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2406289.500000 Penalty: 937.899109
	Iteration 160F: 3 clusters Score -2406290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2406291.250000 Penalty: 937.899109
	Iteration 161Q: 3 clusters Score -2406291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2406282.250000 Penalty: 937.899109
	Iteration 162Q: 3 clusters Score -2406282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2406285.250000 Penalty: 937.899109
	Iteration 163Q: 3 clusters Score -2406285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2406282.750000 Penalty: 937.899109
	Iteration 164Q: 3 clusters Score -2406283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2406277.500000 Penalty: 937.899109
	Iteration 165Q: 3 clusters Score -2406278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2406270.000000 Penalty: 937.899109
	Iteration 166Q: 3 clusters Score -2406270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2406266.250000 Penalty: 937.899109
	Iteration 167Q: 3 clusters Score -2406266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2406262.500000 Penalty: 937.899109
	Iteration 168Q: 3 clusters Score -2406262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2406259.500000 Penalty: 937.899109
	Iteration 169Q: 3 clusters Score -2406260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2406262.500000 Penalty: 937.899109
	Iteration 170Q: 3 clusters Score -2406262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2406266.000000 Penalty: 937.899109
	Iteration 171Q: 3 clusters Score -2406266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2406257.250000 Penalty: 937.899109
	Iteration 172Q: 3 clusters Score -2406257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2406251.000000 Penalty: 937.899109
	Iteration 173Q: 3 clusters Score -2406251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2406251.750000 Penalty: 937.899109
	Iteration 174Q: 3 clusters Score -2406252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2406246.000000 Penalty: 937.899109
	Iteration 175Q: 3 clusters Score -2406246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2406244.750000 Penalty: 937.899109
	Iteration 176Q: 3 clusters Score -2406245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2406243.250000 Penalty: 937.899109
	Iteration 177Q: 3 clusters Score -2406243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2406239.000000 Penalty: 937.899109
	Iteration 178Q: 3 clusters Score -2406239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2406244.500000 Penalty: 937.899109
	Iteration 179Q: 3 clusters Score -2406244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2406238.750000 Penalty: 937.899109
	Iteration 180F: 3 clusters Score -2406239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2406228.250000 Penalty: 937.899109
	Iteration 181Q: 3 clusters Score -2406228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2406229.250000 Penalty: 937.899109
	Iteration 182Q: 3 clusters Score -2406229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2406229.250000 Penalty: 937.899109
	Iteration 183Q: 3 clusters Score -2406229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2406227.750000 Penalty: 937.899109
	Iteration 184Q: 3 clusters Score -2406228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2406229.750000 Penalty: 937.899109
	Iteration 185Q: 3 clusters Score -2406230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2406225.250000 Penalty: 937.899109
	Iteration 186Q: 3 clusters Score -2406225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2406225.750000 Penalty: 937.899109
	Iteration 187Q: 3 clusters Score -2406226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2406229.000000 Penalty: 937.899109
	Iteration 188Q: 3 clusters Score -2406229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2406226.750000 Penalty: 937.899109
	Iteration 189Q: 3 clusters Score -2406227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2406224.000000 Penalty: 937.899109
	Iteration 190Q: 3 clusters Score -2406224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2406220.750000 Penalty: 937.899109
	Iteration 191Q: 3 clusters Score -2406221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2406218.500000 Penalty: 937.899109
	Iteration 192Q: 3 clusters Score -2406218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2406216.000000 Penalty: 937.899109
	Iteration 193Q: 3 clusters Score -2406216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2406215.250000 Penalty: 937.899109
	Iteration 194Q: 3 clusters Score -2406215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2406215.750000 Penalty: 937.899109
	Iteration 195Q: 3 clusters Score -2406216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2406210.000000 Penalty: 937.899109
	Iteration 196Q: 3 clusters Score -2406210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2406206.500000 Penalty: 937.899109
	Iteration 197Q: 3 clusters Score -2406206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2406205.750000 Penalty: 937.899109
	Iteration 198Q: 3 clusters Score -2406206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2406201.750000 Penalty: 937.899109
	Iteration 199Q: 3 clusters Score -2406202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2406201.000000 Penalty: 937.899109
	Iteration 200F: 3 clusters Score -2406201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2406199.000000 Penalty: 937.899109
	Iteration 201Q: 3 clusters Score -2406199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2406198.250000 Penalty: 937.899109
	Iteration 202Q: 3 clusters Score -2406198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2406198.000000 Penalty: 937.899109
	Iteration 203Q: 3 clusters Score -2406198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2406197.250000 Penalty: 937.899109
	Iteration 204Q: 3 clusters Score -2406197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2406199.250000 Penalty: 937.899109
	Iteration 205Q: 3 clusters Score -2406199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2406199.250000 Penalty: 937.899109
	Iteration 206Q: 3 clusters Score -2406199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2406194.500000 Penalty: 937.899109
	Iteration 207Q: 3 clusters Score -2406194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2406192.250000 Penalty: 937.899109
	Iteration 208Q: 3 clusters Score -2406192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2406196.750000 Penalty: 937.899109
	Iteration 209Q: 3 clusters Score -2406197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2406202.250000 Penalty: 937.899109
	Iteration 210Q: 3 clusters Score -2406202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2406204.000000 Penalty: 937.899109
	Iteration 211Q: 3 clusters Score -2406204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2406200.500000 Penalty: 937.899109
	Iteration 212Q: 3 clusters Score -2406200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2406197.750000 Penalty: 937.899109
	Iteration 213Q: 3 clusters Score -2406198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2406195.750000 Penalty: 937.899109
	Iteration 214Q: 3 clusters Score -2406196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2406194.750000 Penalty: 937.899109
	Iteration 215Q: 3 clusters Score -2406195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2406193.750000 Penalty: 937.899109
	Iteration 216Q: 3 clusters Score -2406194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2406191.500000 Penalty: 937.899109
	Iteration 217Q: 3 clusters Score -2406192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2406191.000000 Penalty: 937.899109
	Iteration 218Q: 3 clusters Score -2406191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2406194.000000 Penalty: 937.899109
	Iteration 219Q: 3 clusters Score -2406194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2406197.000000 Penalty: 937.899109
	Iteration 220F: 3 clusters Score -2406197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2406198.500000 Penalty: 937.899109
	Iteration 221Q: 3 clusters Score -2406198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2406195.250000 Penalty: 937.899109
	Iteration 222Q: 3 clusters Score -2406195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2406194.500000 Penalty: 937.899109
	Iteration 223Q: 3 clusters Score -2406194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2406192.250000 Penalty: 937.899109
	Iteration 224Q: 3 clusters Score -2406192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2406191.500000 Penalty: 937.899109
	Iteration 225Q: 3 clusters Score -2406192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2406195.250000 Penalty: 937.899109
	Iteration 226Q: 3 clusters Score -2406195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2406194.000000 Penalty: 937.899109
	Iteration 227Q: 3 clusters Score -2406194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2406191.500000 Penalty: 937.899109
	Iteration 228Q: 3 clusters Score -2406192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2406190.750000 Penalty: 937.899109
	Iteration 229Q: 3 clusters Score -2406191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2406189.500000 Penalty: 937.899109
	Iteration 230Q: 3 clusters Score -2406190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2406192.000000 Penalty: 937.899109
	Iteration 231Q: 3 clusters Score -2406192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2406189.250000 Penalty: 937.899109
	Iteration 232Q: 3 clusters Score -2406189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2406188.250000 Penalty: 937.899109
	Iteration 233Q: 3 clusters Score -2406188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2406189.250000 Penalty: 937.899109
	Iteration 234Q: 3 clusters Score -2406189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2406186.500000 Penalty: 937.899109
	Iteration 235Q: 3 clusters Score -2406186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2406186.250000 Penalty: 937.899109
	Iteration 236Q: 3 clusters Score -2406186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2406186.500000 Penalty: 937.899109
	Iteration 237Q: 3 clusters Score -2406186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2406184.000000 Penalty: 937.899109
	Iteration 238Q: 3 clusters Score -2406184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2406184.500000 Penalty: 937.899109
	Iteration 239Q: 3 clusters Score -2406184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2406185.500000 Penalty: 937.899109
	Iteration 240F: 3 clusters Score -2406186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2406184.250000 Penalty: 937.899109
	Iteration 241Q: 3 clusters Score -2406184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2406184.250000 Penalty: 937.899109
	Iteration 242Q: 3 clusters Score -2406184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2406184.250000 Penalty: 937.899109
	Iteration 243F: 3 clusters Score -2406184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36644 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 35035 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23635 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 46313 members 
Mstep: Class 35 contains 23615 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5598 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 11790 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6245 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13919 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19336 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1096 members 
Mstep: Class 58 contains 6370 members 
Mstep: Class 59 contains 7120 members 
Mstep: Class 60 contains 14144 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 16260 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6680 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 36630 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17427 members 
Mstep: Class 71 contains 1520 members 
Mstep: Class 72 contains 21952 members 
Mstep: Class 73 contains 16845 members 
Mstep: Class 74 contains 11479 members 
Mstep: Class 75 contains 13669 members 
Entering Unmasked Estep 
Score: -42174836.000000 Penalty: 45145.230469
Splitting cluster 62 changes total score from -42172156.000000 to -42174836.000000
So it's getting split into cluster 75.
Entering ConstructFrom: 
Trying to split cluster 63 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -13123.830078 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -13123.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12900.708984 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -12900.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12967.717773 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -12967.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12988.825195 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -12988.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12997.219727 Penalty: 485.715973
	Iteration 3Q: 3 clusters Score -12997.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13003.272461 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -13003.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13005.769531 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -13005.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13006.457031 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -13006.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13007.377930 Penalty: 485.715973
	Iteration 7Q: 3 clusters Score -13007.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13007.959961 Penalty: 485.715973
	Iteration 8Q: 3 clusters Score -13007.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13008.217773 Penalty: 485.715973
	Iteration 9Q: 3 clusters Score -13008.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13008.217773 Penalty: 485.715973
	Iteration 10F: 3 clusters Score -13008.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -544121.250000 Penalty: 400.712738
	Iteration 0F: 2 clusters Score -544121.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -539706.062500 Penalty: 801.425476
	Iteration 0F: 3 clusters Score -539706.1 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -541298.937500 Penalty: 801.425476
	Iteration 1F: 3 clusters Score -541298.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -541401.250000 Penalty: 801.425476
	Iteration 2Q: 3 clusters Score -541401.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -541501.062500 Penalty: 801.425476
	Iteration 3Q: 3 clusters Score -541501.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -541632.625000 Penalty: 801.425476
	Iteration 4Q: 3 clusters Score -541632.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -541813.812500 Penalty: 801.425476
	Iteration 5Q: 3 clusters Score -541813.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -542066.375000 Penalty: 801.425476
	Iteration 6F: 3 clusters Score -542066.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -542344.000000 Penalty: 801.425476
	Iteration 7F: 3 clusters Score -542344 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -542543.375000 Penalty: 801.425476
	Iteration 8F: 3 clusters Score -542543.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -542632.500000 Penalty: 801.425476
	Iteration 9Q: 3 clusters Score -542632.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -542678.062500 Penalty: 801.425476
	Iteration 10Q: 3 clusters Score -542678.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -542700.250000 Penalty: 801.425476
	Iteration 11Q: 3 clusters Score -542700.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -542732.750000 Penalty: 801.425476
	Iteration 12Q: 3 clusters Score -542732.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -542767.250000 Penalty: 801.425476
	Iteration 13Q: 3 clusters Score -542767.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -542799.500000 Penalty: 801.425476
	Iteration 14Q: 3 clusters Score -542799.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -542831.875000 Penalty: 801.425476
	Iteration 15Q: 3 clusters Score -542831.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -542876.437500 Penalty: 801.425476
	Iteration 16Q: 3 clusters Score -542876.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -542922.125000 Penalty: 801.425476
	Iteration 17Q: 3 clusters Score -542922.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -542959.937500 Penalty: 801.425476
	Iteration 18Q: 3 clusters Score -542959.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -543007.687500 Penalty: 801.425476
	Iteration 19Q: 3 clusters Score -543007.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -543043.562500 Penalty: 801.425476
	Iteration 20F: 3 clusters Score -543043.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -543077.000000 Penalty: 801.425476
	Iteration 21Q: 3 clusters Score -543077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -543116.500000 Penalty: 801.425476
	Iteration 22Q: 3 clusters Score -543116.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -543164.687500 Penalty: 801.425476
	Iteration 23Q: 3 clusters Score -543164.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -543221.125000 Penalty: 801.425476
	Iteration 24Q: 3 clusters Score -543221.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -543275.562500 Penalty: 801.425476
	Iteration 25Q: 3 clusters Score -543275.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -543343.125000 Penalty: 801.425476
	Iteration 26Q: 3 clusters Score -543343.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -543406.687500 Penalty: 801.425476
	Iteration 27Q: 3 clusters Score -543406.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -543469.062500 Penalty: 801.425476
	Iteration 28Q: 3 clusters Score -543469.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -543523.625000 Penalty: 801.425476
	Iteration 29Q: 3 clusters Score -543523.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -543569.500000 Penalty: 801.425476
	Iteration 30Q: 3 clusters Score -543569.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -543617.375000 Penalty: 801.425476
	Iteration 31Q: 3 clusters Score -543617.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -543666.375000 Penalty: 801.425476
	Iteration 32Q: 3 clusters Score -543666.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -543705.687500 Penalty: 801.425476
	Iteration 33Q: 3 clusters Score -543705.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -543741.062500 Penalty: 801.425476
	Iteration 34Q: 3 clusters Score -543741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -543755.937500 Penalty: 801.425476
	Iteration 35Q: 3 clusters Score -543755.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -543765.500000 Penalty: 801.425476
	Iteration 36Q: 3 clusters Score -543765.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -543775.562500 Penalty: 801.425476
	Iteration 37Q: 3 clusters Score -543775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -543777.000000 Penalty: 801.425476
	Iteration 38Q: 3 clusters Score -543777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -543779.187500 Penalty: 801.425476
	Iteration 39Q: 3 clusters Score -543779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -543782.875000 Penalty: 801.425476
	Iteration 40F: 3 clusters Score -543782.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -543783.375000 Penalty: 801.425476
	Iteration 41Q: 3 clusters Score -543783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -543786.562500 Penalty: 801.425476
	Iteration 42Q: 3 clusters Score -543786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -543786.562500 Penalty: 801.425476
	Iteration 43F: 3 clusters Score -543786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5655.007324 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5655.007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5380.246582 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5380.247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5449.977051 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5449.977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5485.183105 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5485.183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5505.530762 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -5505.531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5519.040527 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5519.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5520.379883 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5520.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5520.379883 Penalty: 474.559143
	Iteration 6F: 3 clusters Score -5520.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -73506.789062 Penalty: 313.799591
	Iteration 0F: 2 clusters Score -73506.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72696.617188 Penalty: 627.599182
	Iteration 0F: 3 clusters Score -72696.62 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72962.179688 Penalty: 627.599182
	Iteration 1F: 3 clusters Score -72962.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -73028.843750 Penalty: 627.599182
	Iteration 2F: 3 clusters Score -73028.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73096.875000 Penalty: 627.599182
	Iteration 3F: 3 clusters Score -73096.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73143.585938 Penalty: 627.599182
	Iteration 4F: 3 clusters Score -73143.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73194.070312 Penalty: 627.599182
	Iteration 5F: 3 clusters Score -73194.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73235.226562 Penalty: 627.599182
	Iteration 6Q: 3 clusters Score -73235.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -73272.226562 Penalty: 627.599182
	Iteration 7Q: 3 clusters Score -73272.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -73290.390625 Penalty: 627.599182
	Iteration 8Q: 3 clusters Score -73290.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -73300.554688 Penalty: 627.599182
	Iteration 9Q: 3 clusters Score -73300.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -73310.023438 Penalty: 627.599182
	Iteration 10Q: 3 clusters Score -73310.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -73313.679688 Penalty: 627.599182
	Iteration 11Q: 3 clusters Score -73313.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -73315.015625 Penalty: 627.599182
	Iteration 12Q: 3 clusters Score -73315.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -73316.859375 Penalty: 627.599182
	Iteration 13Q: 3 clusters Score -73316.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -73316.906250 Penalty: 627.599182
	Iteration 14Q: 3 clusters Score -73316.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -73316.906250 Penalty: 627.599182
	Iteration 15F: 3 clusters Score -73316.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -30442.931641 Penalty: 282.399200
	Iteration 0F: 2 clusters Score -30442.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29999.419922 Penalty: 564.798401
	Iteration 0F: 3 clusters Score -29999.42 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30185.257812 Penalty: 564.798401
	Iteration 1F: 3 clusters Score -30185.26 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30237.699219 Penalty: 564.798401
	Iteration 2F: 3 clusters Score -30237.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30251.142578 Penalty: 564.798401
	Iteration 3Q: 3 clusters Score -30251.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30259.501953 Penalty: 564.798401
	Iteration 4Q: 3 clusters Score -30259.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30263.742188 Penalty: 564.798401
	Iteration 5Q: 3 clusters Score -30263.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30266.207031 Penalty: 564.798401
	Iteration 6Q: 3 clusters Score -30266.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30271.466797 Penalty: 564.798401
	Iteration 7Q: 3 clusters Score -30271.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30276.566406 Penalty: 564.798401
	Iteration 8Q: 3 clusters Score -30276.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30277.753906 Penalty: 564.798401
	Iteration 9Q: 3 clusters Score -30277.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30281.142578 Penalty: 564.798401
	Iteration 10Q: 3 clusters Score -30281.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30282.392578 Penalty: 564.798401
	Iteration 11Q: 3 clusters Score -30282.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30286.101562 Penalty: 564.798401
	Iteration 12Q: 3 clusters Score -30286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30290.912109 Penalty: 564.798401
	Iteration 13Q: 3 clusters Score -30290.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30293.998047 Penalty: 564.798401
	Iteration 14Q: 3 clusters Score -30294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30294.109375 Penalty: 564.798401
	Iteration 15Q: 3 clusters Score -30294.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30294.109375 Penalty: 564.798401
	Iteration 16F: 3 clusters Score -30294.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (36630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Entering Unmasked Estep 
Score: -2961936.250000 Penalty: 478.142365
	Iteration 0F: 2 clusters Score -2961936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2941129.000000 Penalty: 956.284729
	Iteration 0F: 3 clusters Score -2941129 nChanged 17548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2951409.000000 Penalty: 956.284729
	Iteration 1F: 3 clusters Score -2951409 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2951847.500000 Penalty: 956.284729
	Iteration 2Q: 3 clusters Score -2951848 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2952583.500000 Penalty: 956.284729
	Iteration 3F: 3 clusters Score -2952584 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2954128.750000 Penalty: 956.284729
	Iteration 4F: 3 clusters Score -2954129 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2957323.000000 Penalty: 956.284729
	Iteration 5F: 3 clusters Score -2957323 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2961101.250000 Penalty: 956.284729
	Iteration 6F: 3 clusters Score -2961101 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2962877.500000 Penalty: 956.284729
	Iteration 7F: 3 clusters Score -2962878 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2963468.250000 Penalty: 956.284729
	Iteration 8Q: 3 clusters Score -2963468 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2963827.000000 Penalty: 956.284729
	Iteration 9Q: 3 clusters Score -2963827 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2964112.500000 Penalty: 956.284729
	Iteration 10Q: 3 clusters Score -2964112 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2964243.250000 Penalty: 956.284729
	Iteration 11Q: 3 clusters Score -2964243 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2964316.750000 Penalty: 956.284729
	Iteration 12Q: 3 clusters Score -2964317 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2964476.000000 Penalty: 956.284729
	Iteration 13Q: 3 clusters Score -2964476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2964556.250000 Penalty: 956.284729
	Iteration 14Q: 3 clusters Score -2964556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2964566.500000 Penalty: 956.284729
	Iteration 15Q: 3 clusters Score -2964566 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2964592.250000 Penalty: 956.284729
	Iteration 16Q: 3 clusters Score -2964592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2964617.750000 Penalty: 956.284729
	Iteration 17Q: 3 clusters Score -2964618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2964603.500000 Penalty: 956.284729
	Iteration 18Q: 3 clusters Score -2964604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2964602.250000 Penalty: 956.284729
	Iteration 19Q: 3 clusters Score -2964602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2964618.000000 Penalty: 956.284729
	Iteration 20F: 3 clusters Score -2964618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2964653.500000 Penalty: 956.284729
	Iteration 21Q: 3 clusters Score -2964654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2964680.500000 Penalty: 956.284729
	Iteration 22Q: 3 clusters Score -2964680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2964675.500000 Penalty: 956.284729
	Iteration 23Q: 3 clusters Score -2964676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2964682.750000 Penalty: 956.284729
	Iteration 24Q: 3 clusters Score -2964683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2964675.250000 Penalty: 956.284729
	Iteration 25Q: 3 clusters Score -2964675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2964683.750000 Penalty: 956.284729
	Iteration 26Q: 3 clusters Score -2964684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2964684.750000 Penalty: 956.284729
	Iteration 27Q: 3 clusters Score -2964685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2964702.000000 Penalty: 956.284729
	Iteration 28Q: 3 clusters Score -2964702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2964696.250000 Penalty: 956.284729
	Iteration 29Q: 3 clusters Score -2964696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2964691.500000 Penalty: 956.284729
	Iteration 30Q: 3 clusters Score -2964692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2964699.500000 Penalty: 956.284729
	Iteration 31Q: 3 clusters Score -2964700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2964706.000000 Penalty: 956.284729
	Iteration 32Q: 3 clusters Score -2964706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2964706.750000 Penalty: 956.284729
	Iteration 33Q: 3 clusters Score -2964707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2964710.500000 Penalty: 956.284729
	Iteration 34Q: 3 clusters Score -2964710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2964706.750000 Penalty: 956.284729
	Iteration 35Q: 3 clusters Score -2964707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2964717.750000 Penalty: 956.284729
	Iteration 36Q: 3 clusters Score -2964718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2964736.500000 Penalty: 956.284729
	Iteration 37Q: 3 clusters Score -2964736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2964731.500000 Penalty: 956.284729
	Iteration 38Q: 3 clusters Score -2964732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2964728.500000 Penalty: 956.284729
	Iteration 39Q: 3 clusters Score -2964728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2964729.000000 Penalty: 956.284729
	Iteration 40F: 3 clusters Score -2964729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2964738.250000 Penalty: 956.284729
	Iteration 41Q: 3 clusters Score -2964738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2964738.000000 Penalty: 956.284729
	Iteration 42Q: 3 clusters Score -2964738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2964735.500000 Penalty: 956.284729
	Iteration 43Q: 3 clusters Score -2964736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2964737.000000 Penalty: 956.284729
	Iteration 44Q: 3 clusters Score -2964737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2964737.000000 Penalty: 956.284729
	Iteration 45F: 3 clusters Score -2964737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36644 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 35035 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23635 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 46313 members 
Mstep: Class 35 contains 23615 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5598 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 11790 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6245 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13919 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19336 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1096 members 
Mstep: Class 58 contains 6370 members 
Mstep: Class 59 contains 7120 members 
Mstep: Class 60 contains 14144 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 16260 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6680 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 17896 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17427 members 
Mstep: Class 71 contains 1520 members 
Mstep: Class 72 contains 21952 members 
Mstep: Class 73 contains 16845 members 
Mstep: Class 74 contains 11479 members 
Mstep: Class 75 contains 13669 members 
Mstep: Class 76 contains 18734 members 
Entering Unmasked Estep 
Score: -42177408.000000 Penalty: 45747.167969
Splitting cluster 68 changes total score from -42172156.000000 to -42177408.000000
So it's getting split into cluster 76.
Entering ConstructFrom: 
Trying to split cluster 69 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -9487.187500 Penalty: 226.441376
	Iteration 0F: 2 clusters Score -9487.188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9262.277344 Penalty: 452.882751
	Iteration 0F: 3 clusters Score -9262.277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9337.654297 Penalty: 452.882751
	Iteration 1F: 3 clusters Score -9337.654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9352.776367 Penalty: 452.882751
	Iteration 2F: 3 clusters Score -9352.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9366.541992 Penalty: 452.882751
	Iteration 3Q: 3 clusters Score -9366.542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9367.346680 Penalty: 452.882751
	Iteration 4Q: 3 clusters Score -9367.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -9367.346680 Penalty: 452.882751
	Iteration 5F: 3 clusters Score -9367.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (17427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Entering Unmasked Estep 
Score: -1415847.875000 Penalty: 444.342804
	Iteration 0F: 2 clusters Score -1415848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1404450.625000 Penalty: 888.685608
	Iteration 0F: 3 clusters Score -1404451 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1408967.875000 Penalty: 888.685608
	Iteration 1F: 3 clusters Score -1408968 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1409075.000000 Penalty: 888.685608
	Iteration 2Q: 3 clusters Score -1409075 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1409175.250000 Penalty: 888.685608
	Iteration 3Q: 3 clusters Score -1409175 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1409279.875000 Penalty: 888.685608
	Iteration 4Q: 3 clusters Score -1409280 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1409452.875000 Penalty: 888.685608
	Iteration 5Q: 3 clusters Score -1409453 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1409761.125000 Penalty: 888.685608
	Iteration 6Q: 3 clusters Score -1409761 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1410326.000000 Penalty: 888.685608
	Iteration 7F: 3 clusters Score -1410326 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1411258.625000 Penalty: 888.685608
	Iteration 8F: 3 clusters Score -1411259 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1412544.375000 Penalty: 888.685608
	Iteration 9F: 3 clusters Score -1412544 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1413823.375000 Penalty: 888.685608
	Iteration 10F: 3 clusters Score -1413823 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1414760.625000 Penalty: 888.685608
	Iteration 11F: 3 clusters Score -1414761 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1415199.125000 Penalty: 888.685608
	Iteration 12Q: 3 clusters Score -1415199 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -1415357.750000 Penalty: 888.685608
	Iteration 13Q: 3 clusters Score -1415358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1415392.125000 Penalty: 888.685608
	Iteration 14Q: 3 clusters Score -1415392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1415411.875000 Penalty: 888.685608
	Iteration 15Q: 3 clusters Score -1415412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1415414.875000 Penalty: 888.685608
	Iteration 16Q: 3 clusters Score -1415415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1415419.250000 Penalty: 888.685608
	Iteration 17Q: 3 clusters Score -1415419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1415420.375000 Penalty: 888.685608
	Iteration 18Q: 3 clusters Score -1415420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1415420.625000 Penalty: 888.685608
	Iteration 19Q: 3 clusters Score -1415421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1415424.375000 Penalty: 888.685608
	Iteration 20F: 3 clusters Score -1415424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -120725.476562 Penalty: 333.354187
	Iteration 0F: 2 clusters Score -120725.5 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 765 members 
Entering Unmasked Estep 
Score: -119606.281250 Penalty: 666.708374
	Iteration 0F: 3 clusters Score -119606.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -119960.078125 Penalty: 666.708374
	Iteration 1F: 3 clusters Score -119960.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -120016.382812 Penalty: 666.708374
	Iteration 2F: 3 clusters Score -120016.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120055.507812 Penalty: 666.708374
	Iteration 3Q: 3 clusters Score -120055.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -120097.882812 Penalty: 666.708374
	Iteration 4Q: 3 clusters Score -120097.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -120138.992188 Penalty: 666.708374
	Iteration 5Q: 3 clusters Score -120139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -120187.140625 Penalty: 666.708374
	Iteration 6Q: 3 clusters Score -120187.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120217.054688 Penalty: 666.708374
	Iteration 7Q: 3 clusters Score -120217.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120250.203125 Penalty: 666.708374
	Iteration 8Q: 3 clusters Score -120250.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -120277.953125 Penalty: 666.708374
	Iteration 9Q: 3 clusters Score -120278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120309.875000 Penalty: 666.708374
	Iteration 10Q: 3 clusters Score -120309.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120340.335938 Penalty: 666.708374
	Iteration 11Q: 3 clusters Score -120340.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -120369.421875 Penalty: 666.708374
	Iteration 12Q: 3 clusters Score -120369.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -120387.359375 Penalty: 666.708374
	Iteration 13Q: 3 clusters Score -120387.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -120405.789062 Penalty: 666.708374
	Iteration 14Q: 3 clusters Score -120405.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120428.390625 Penalty: 666.708374
	Iteration 15Q: 3 clusters Score -120428.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -120442.687500 Penalty: 666.708374
	Iteration 16Q: 3 clusters Score -120442.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120450.570312 Penalty: 666.708374
	Iteration 17Q: 3 clusters Score -120450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120453.882812 Penalty: 666.708374
	Iteration 18Q: 3 clusters Score -120453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -120456.656250 Penalty: 666.708374
	Iteration 19Q: 3 clusters Score -120456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120458.406250 Penalty: 666.708374
	Iteration 20F: 3 clusters Score -120458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120460.210938 Penalty: 666.708374
	Iteration 21Q: 3 clusters Score -120460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -120462.445312 Penalty: 666.708374
	Iteration 22Q: 3 clusters Score -120462.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -120465.242188 Penalty: 666.708374
	Iteration 23Q: 3 clusters Score -120465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -120470.148438 Penalty: 666.708374
	Iteration 24Q: 3 clusters Score -120470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -120471.773438 Penalty: 666.708374
	Iteration 25Q: 3 clusters Score -120471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -120473.765625 Penalty: 666.708374
	Iteration 26Q: 3 clusters Score -120473.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -120480.625000 Penalty: 666.708374
	Iteration 27Q: 3 clusters Score -120480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120488.335938 Penalty: 666.708374
	Iteration 28Q: 3 clusters Score -120488.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120495.671875 Penalty: 666.708374
	Iteration 29Q: 3 clusters Score -120495.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -120506.484375 Penalty: 666.708374
	Iteration 30Q: 3 clusters Score -120506.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120520.632812 Penalty: 666.708374
	Iteration 31Q: 3 clusters Score -120520.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -120534.335938 Penalty: 666.708374
	Iteration 32Q: 3 clusters Score -120534.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120551.929688 Penalty: 666.708374
	Iteration 33Q: 3 clusters Score -120551.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120564.648438 Penalty: 666.708374
	Iteration 34Q: 3 clusters Score -120564.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -120569.250000 Penalty: 666.708374
	Iteration 35Q: 3 clusters Score -120569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -120570.765625 Penalty: 666.708374
	Iteration 36Q: 3 clusters Score -120570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120571.960938 Penalty: 666.708374
	Iteration 37Q: 3 clusters Score -120572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120572.906250 Penalty: 666.708374
	Iteration 38Q: 3 clusters Score -120572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120573.078125 Penalty: 666.708374
	Iteration 39Q: 3 clusters Score -120573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120573.078125 Penalty: 666.708374
	Iteration 40F: 3 clusters Score -120573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 73 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -1379012.250000 Penalty: 442.797333
	Iteration 0F: 2 clusters Score -1379012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1368101.125000 Penalty: 885.594666
	Iteration 0F: 3 clusters Score -1368101 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1372684.875000 Penalty: 885.594666
	Iteration 1F: 3 clusters Score -1372685 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1373212.375000 Penalty: 885.594666
	Iteration 2F: 3 clusters Score -1373212 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1374103.125000 Penalty: 885.594666
	Iteration 3F: 3 clusters Score -1374103 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1375449.625000 Penalty: 885.594666
	Iteration 4F: 3 clusters Score -1375450 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1376995.625000 Penalty: 885.594666
	Iteration 5F: 3 clusters Score -1376996 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1378084.625000 Penalty: 885.594666
	Iteration 6F: 3 clusters Score -1378085 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1378420.875000 Penalty: 885.594666
	Iteration 7Q: 3 clusters Score -1378421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1378530.125000 Penalty: 885.594666
	Iteration 8Q: 3 clusters Score -1378530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1378581.625000 Penalty: 885.594666
	Iteration 9Q: 3 clusters Score -1378582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1378585.875000 Penalty: 885.594666
	Iteration 10Q: 3 clusters Score -1378586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1378594.250000 Penalty: 885.594666
	Iteration 11Q: 3 clusters Score -1378594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1378594.250000 Penalty: 885.594666
	Iteration 12F: 3 clusters Score -1378594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 74 (11479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Entering Unmasked Estep 
Score: -927795.687500 Penalty: 425.346466
	Iteration 0F: 2 clusters Score -927795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -920120.187500 Penalty: 850.692932
	Iteration 0F: 3 clusters Score -920120.2 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -923159.312500 Penalty: 850.692932
	Iteration 1F: 3 clusters Score -923159.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -923349.000000 Penalty: 850.692932
	Iteration 2Q: 3 clusters Score -923349 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -923584.750000 Penalty: 850.692932
	Iteration 3Q: 3 clusters Score -923584.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -923959.250000 Penalty: 850.692932
	Iteration 4F: 3 clusters Score -923959.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -924464.937500 Penalty: 850.692932
	Iteration 5F: 3 clusters Score -924464.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -925077.187500 Penalty: 850.692932
	Iteration 6F: 3 clusters Score -925077.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -925755.062500 Penalty: 850.692932
	Iteration 7F: 3 clusters Score -925755.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -926317.625000 Penalty: 850.692932
	Iteration 8F: 3 clusters Score -926317.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -926700.000000 Penalty: 850.692932
	Iteration 9Q: 3 clusters Score -926700 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -926955.687500 Penalty: 850.692932
	Iteration 10Q: 3 clusters Score -926955.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -927108.500000 Penalty: 850.692932
	Iteration 11Q: 3 clusters Score -927108.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -927204.812500 Penalty: 850.692932
	Iteration 12Q: 3 clusters Score -927204.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -927269.812500 Penalty: 850.692932
	Iteration 13Q: 3 clusters Score -927269.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -927299.875000 Penalty: 850.692932
	Iteration 14Q: 3 clusters Score -927299.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -927318.312500 Penalty: 850.692932
	Iteration 15Q: 3 clusters Score -927318.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -927336.562500 Penalty: 850.692932
	Iteration 16Q: 3 clusters Score -927336.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -927352.625000 Penalty: 850.692932
	Iteration 17Q: 3 clusters Score -927352.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -927365.937500 Penalty: 850.692932
	Iteration 18Q: 3 clusters Score -927365.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -927382.250000 Penalty: 850.692932
	Iteration 19Q: 3 clusters Score -927382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -927393.312500 Penalty: 850.692932
	Iteration 20F: 3 clusters Score -927393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -927404.000000 Penalty: 850.692932
	Iteration 21Q: 3 clusters Score -927404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -927420.875000 Penalty: 850.692932
	Iteration 22Q: 3 clusters Score -927420.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -927433.500000 Penalty: 850.692932
	Iteration 23Q: 3 clusters Score -927433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -927440.125000 Penalty: 850.692932
	Iteration 24Q: 3 clusters Score -927440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -927446.250000 Penalty: 850.692932
	Iteration 25Q: 3 clusters Score -927446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -927452.875000 Penalty: 850.692932
	Iteration 26Q: 3 clusters Score -927452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -927457.812500 Penalty: 850.692932
	Iteration 27Q: 3 clusters Score -927457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -927459.250000 Penalty: 850.692932
	Iteration 28Q: 3 clusters Score -927459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -927461.937500 Penalty: 850.692932
	Iteration 29Q: 3 clusters Score -927461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -927462.187500 Penalty: 850.692932
	Iteration 30Q: 3 clusters Score -927462.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -927462.750000 Penalty: 850.692932
	Iteration 31Q: 3 clusters Score -927462.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -927462.187500 Penalty: 850.692932
	Iteration 32Q: 3 clusters Score -927462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -927462.187500 Penalty: 850.692932
	Iteration 33F: 3 clusters Score -927462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11543 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36644 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 34614 members 
Mstep: Class 18 contains 35035 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23635 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11473 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1382 members 
Mstep: Class 34 contains 46313 members 
Mstep: Class 35 contains 23615 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5598 members 
Mstep: Class 39 contains 10495 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 11790 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1604 members 
Mstep: Class 45 contains 6245 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13919 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19336 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1096 members 
Mstep: Class 58 contains 6370 members 
Mstep: Class 59 contains 7120 members 
Mstep: Class 60 contains 14144 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 16260 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6680 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 17896 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17427 members 
Mstep: Class 71 contains 1520 members 
Mstep: Class 73 contains 16845 members 
Mstep: Class 74 contains 11479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178412.000000 Penalty: 45747.167969
Iteration 279Q: 77 clusters Score -4.217841e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12518 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11602 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36827 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 34155 members 
Mstep: Class 18 contains 35181 members 
Mstep: Class 19 contains 18513 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23705 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11562 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1384 members 
Mstep: Class 34 contains 46278 members 
Mstep: Class 35 contains 23973 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 5569 members 
Mstep: Class 39 contains 10493 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12249 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2850 members 
Mstep: Class 44 contains 1603 members 
Mstep: Class 45 contains 6474 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3285 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14017 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19326 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1098 members 
Mstep: Class 58 contains 6328 members 
Mstep: Class 59 contains 7082 members 
Mstep: Class 60 contains 14141 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15928 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6566 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 18168 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17484 members 
Mstep: Class 71 contains 1518 members 
Mstep: Class 72 contains 21707 members 
Mstep: Class 73 contains 16422 members 
Mstep: Class 74 contains 11645 members 
Mstep: Class 75 contains 13357 members 
Mstep: Class 76 contains 18514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179084.000000 Penalty: 45747.167969
Iteration 280F: 77 clusters Score -4.217908e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11676 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36901 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5687 members 
Mstep: Class 17 contains 33660 members 
Mstep: Class 18 contains 35341 members 
Mstep: Class 19 contains 18498 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8436 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23451 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 11422 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1388 members 
Mstep: Class 34 contains 46233 members 
Mstep: Class 35 contains 24357 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 870 members 
Mstep: Class 38 contains 5548 members 
Mstep: Class 39 contains 10469 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 12650 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2845 members 
Mstep: Class 44 contains 1597 members 
Mstep: Class 45 contains 6592 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3274 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14135 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19314 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1097 members 
Mstep: Class 58 contains 6306 members 
Mstep: Class 59 contains 7034 members 
Mstep: Class 60 contains 14139 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15655 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6459 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 18349 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17538 members 
Mstep: Class 71 contains 1539 members 
Mstep: Class 72 contains 21911 members 
Mstep: Class 73 contains 15914 members 
Mstep: Class 74 contains 11448 members 
Mstep: Class 75 contains 13458 members 
Mstep: Class 76 contains 18724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179232.000000 Penalty: 45747.167969
Iteration 281Q: 77 clusters Score -4.217923e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12512 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11740 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 33114 members 
Mstep: Class 18 contains 35485 members 
Mstep: Class 19 contains 18501 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3311 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 23088 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 11228 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1387 members 
Mstep: Class 34 contains 46209 members 
Mstep: Class 35 contains 24786 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 5514 members 
Mstep: Class 39 contains 10429 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 13120 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2843 members 
Mstep: Class 44 contains 1600 members 
Mstep: Class 45 contains 6647 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3269 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14205 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19302 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1097 members 
Mstep: Class 58 contains 6262 members 
Mstep: Class 59 contains 6991 members 
Mstep: Class 60 contains 14135 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15482 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6362 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 18629 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17609 members 
Mstep: Class 71 contains 1566 members 
Mstep: Class 72 contains 22136 members 
Mstep: Class 73 contains 15406 members 
Mstep: Class 74 contains 11297 members 
Mstep: Class 75 contains 13517 members 
Mstep: Class 76 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179108.000000 Penalty: 45747.167969
Iteration 282Q: 77 clusters Score -4.217911e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12501 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11796 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 32563 members 
Mstep: Class 18 contains 35640 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8437 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3307 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22633 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 11049 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1393 members 
Mstep: Class 34 contains 46175 members 
Mstep: Class 35 contains 25200 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 5479 members 
Mstep: Class 39 contains 10391 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 13594 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2841 members 
Mstep: Class 44 contains 1601 members 
Mstep: Class 45 contains 6680 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3263 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14262 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19281 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1097 members 
Mstep: Class 58 contains 6213 members 
Mstep: Class 59 contains 6957 members 
Mstep: Class 60 contains 14139 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15358 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6278 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 18966 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17695 members 
Mstep: Class 71 contains 1587 members 
Mstep: Class 72 contains 22457 members 
Mstep: Class 73 contains 14784 members 
Mstep: Class 74 contains 11126 members 
Mstep: Class 75 contains 13631 members 
Mstep: Class 76 contains 19138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179276.000000 Penalty: 45747.167969
Iteration 283Q: 77 clusters Score -4.217928e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2733 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11880 members 
Mstep: Class 7 contains 3192 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 31939 members 
Mstep: Class 18 contains 35782 members 
Mstep: Class 19 contains 18586 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8436 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3309 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 22162 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 10879 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1396 members 
Mstep: Class 34 contains 46167 members 
Mstep: Class 35 contains 25656 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 5441 members 
Mstep: Class 39 contains 10343 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 14086 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2844 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6682 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3261 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14265 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19264 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1097 members 
Mstep: Class 58 contains 6168 members 
Mstep: Class 59 contains 6923 members 
Mstep: Class 60 contains 14141 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15204 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6189 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 19312 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17783 members 
Mstep: Class 71 contains 1599 members 
Mstep: Class 72 contains 22674 members 
Mstep: Class 73 contains 14239 members 
Mstep: Class 74 contains 10951 members 
Mstep: Class 75 contains 13776 members 
Mstep: Class 76 contains 19400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179432.000000 Penalty: 45747.167969
Iteration 284Q: 77 clusters Score -4.217943e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12534 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 11951 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 31342 members 
Mstep: Class 18 contains 35919 members 
Mstep: Class 19 contains 18663 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21644 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 10715 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 46147 members 
Mstep: Class 35 contains 26070 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 5392 members 
Mstep: Class 39 contains 10294 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 14582 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2843 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6693 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14239 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19260 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1095 members 
Mstep: Class 58 contains 6112 members 
Mstep: Class 59 contains 6910 members 
Mstep: Class 60 contains 14135 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15088 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6102 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 19708 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 17914 members 
Mstep: Class 71 contains 1617 members 
Mstep: Class 72 contains 22955 members 
Mstep: Class 73 contains 13599 members 
Mstep: Class 74 contains 10803 members 
Mstep: Class 75 contains 13878 members 
Mstep: Class 76 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179072.000000 Penalty: 45747.167969
Iteration 285Q: 77 clusters Score -4.217907e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12008 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37032 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5667 members 
Mstep: Class 17 contains 30734 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 18746 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 21046 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 10604 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1393 members 
Mstep: Class 34 contains 46129 members 
Mstep: Class 35 contains 26508 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 5344 members 
Mstep: Class 39 contains 10258 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 15075 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2846 members 
Mstep: Class 44 contains 1601 members 
Mstep: Class 45 contains 6704 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14155 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19259 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1094 members 
Mstep: Class 58 contains 6033 members 
Mstep: Class 59 contains 6903 members 
Mstep: Class 60 contains 14134 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 14996 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 6021 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 20148 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18063 members 
Mstep: Class 71 contains 1626 members 
Mstep: Class 72 contains 23194 members 
Mstep: Class 73 contains 12975 members 
Mstep: Class 74 contains 10646 members 
Mstep: Class 75 contains 13980 members 
Mstep: Class 76 contains 20000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179040.000000 Penalty: 45747.167969
Iteration 286Q: 77 clusters Score -4.217904e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12551 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12058 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 30019 members 
Mstep: Class 18 contains 36141 members 
Mstep: Class 19 contains 18874 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3307 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 20327 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 10497 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1391 members 
Mstep: Class 34 contains 46153 members 
Mstep: Class 35 contains 27006 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 10222 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 15518 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2840 members 
Mstep: Class 44 contains 1603 members 
Mstep: Class 45 contains 6708 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3267 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 14004 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19261 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1092 members 
Mstep: Class 58 contains 6004 members 
Mstep: Class 59 contains 6892 members 
Mstep: Class 60 contains 14131 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 14962 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5975 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 20715 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18201 members 
Mstep: Class 71 contains 1638 members 
Mstep: Class 72 contains 23472 members 
Mstep: Class 73 contains 12311 members 
Mstep: Class 74 contains 10499 members 
Mstep: Class 75 contains 14055 members 
Mstep: Class 76 contains 20363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179136.000000 Penalty: 45747.167969
Iteration 287Q: 77 clusters Score -4.217914e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12540 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12099 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 29320 members 
Mstep: Class 18 contains 36275 members 
Mstep: Class 19 contains 19082 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3308 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 19502 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 10426 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1390 members 
Mstep: Class 34 contains 46085 members 
Mstep: Class 35 contains 27463 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 878 members 
Mstep: Class 38 contains 5216 members 
Mstep: Class 39 contains 10202 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 15860 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2839 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6702 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13767 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19268 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1090 members 
Mstep: Class 58 contains 5982 members 
Mstep: Class 59 contains 6883 members 
Mstep: Class 60 contains 14127 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15070 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5940 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 21403 members 
Mstep: Class 69 contains 145 members 
Mstep: Class 70 contains 18299 members 
Mstep: Class 71 contains 1644 members 
Mstep: Class 72 contains 23766 members 
Mstep: Class 73 contains 11728 members 
Mstep: Class 74 contains 10365 members 
Mstep: Class 75 contains 14126 members 
Mstep: Class 76 contains 20667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179324.000000 Penalty: 45747.167969
Iteration 288Q: 77 clusters Score -4.217932e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2723 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12545 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12126 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5653 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 36401 members 
Mstep: Class 19 contains 19299 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8419 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3312 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 18563 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 10329 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 46015 members 
Mstep: Class 35 contains 27815 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 5147 members 
Mstep: Class 39 contains 10186 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16178 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2841 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6689 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3265 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13554 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19270 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 5963 members 
Mstep: Class 59 contains 6871 members 
Mstep: Class 60 contains 14126 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15265 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5907 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 991 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 22215 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18399 members 
Mstep: Class 71 contains 1644 members 
Mstep: Class 72 contains 24085 members 
Mstep: Class 73 contains 11175 members 
Mstep: Class 74 contains 10239 members 
Mstep: Class 75 contains 14178 members 
Mstep: Class 76 contains 20882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179428.000000 Penalty: 45747.167969
Iteration 289Q: 77 clusters Score -4.217943e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12541 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12149 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 37024 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 28071 members 
Mstep: Class 18 contains 36524 members 
Mstep: Class 19 contains 19539 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8406 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 17655 members 
Mstep: Class 26 contains 895 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 10189 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 45976 members 
Mstep: Class 35 contains 28166 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 5096 members 
Mstep: Class 39 contains 10153 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16483 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2834 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6682 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13470 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19277 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1089 members 
Mstep: Class 58 contains 5982 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 14125 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15601 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5869 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 23087 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18510 members 
Mstep: Class 71 contains 1645 members 
Mstep: Class 72 contains 24433 members 
Mstep: Class 73 contains 10600 members 
Mstep: Class 74 contains 10099 members 
Mstep: Class 75 contains 14277 members 
Mstep: Class 76 contains 20704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179168.000000 Penalty: 45747.167969
Iteration 290Q: 77 clusters Score -4.217917e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12547 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12164 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 27492 members 
Mstep: Class 18 contains 36620 members 
Mstep: Class 19 contains 19800 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8398 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 16771 members 
Mstep: Class 26 contains 894 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 380 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1403 members 
Mstep: Class 34 contains 45928 members 
Mstep: Class 35 contains 28447 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 5064 members 
Mstep: Class 39 contains 10134 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16723 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2830 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6670 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3270 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13491 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19284 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 6031 members 
Mstep: Class 59 contains 6851 members 
Mstep: Class 60 contains 14124 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 15989 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5856 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 23964 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18594 members 
Mstep: Class 71 contains 1648 members 
Mstep: Class 72 contains 24778 members 
Mstep: Class 73 contains 10081 members 
Mstep: Class 74 contains 9948 members 
Mstep: Class 75 contains 14400 members 
Mstep: Class 76 contains 20339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42179016.000000 Penalty: 45747.167969
Iteration 291Q: 77 clusters Score -4.217902e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12545 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12176 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36980 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 26836 members 
Mstep: Class 18 contains 36723 members 
Mstep: Class 19 contains 20098 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8397 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 16042 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6693 members 
Mstep: Class 30 contains 9889 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1403 members 
Mstep: Class 34 contains 45882 members 
Mstep: Class 35 contains 28749 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 5041 members 
Mstep: Class 39 contains 10126 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2828 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6666 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3273 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13491 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19284 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 6183 members 
Mstep: Class 59 contains 6847 members 
Mstep: Class 60 contains 14125 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 16390 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5845 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 990 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 24768 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18695 members 
Mstep: Class 71 contains 1647 members 
Mstep: Class 72 contains 25166 members 
Mstep: Class 73 contains 9561 members 
Mstep: Class 74 contains 9805 members 
Mstep: Class 75 contains 14531 members 
Mstep: Class 76 contains 19882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178676.000000 Penalty: 45747.167969
Iteration 292Q: 77 clusters Score -4.217868e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12550 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12177 members 
Mstep: Class 7 contains 3195 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36955 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 26221 members 
Mstep: Class 18 contains 36834 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 15456 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 9713 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1402 members 
Mstep: Class 34 contains 45890 members 
Mstep: Class 35 contains 28951 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 5020 members 
Mstep: Class 39 contains 10125 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16801 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2823 members 
Mstep: Class 44 contains 1614 members 
Mstep: Class 45 contains 6673 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3274 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13454 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19289 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1085 members 
Mstep: Class 58 contains 6377 members 
Mstep: Class 59 contains 6843 members 
Mstep: Class 60 contains 14127 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 16827 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5854 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 25531 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18727 members 
Mstep: Class 71 contains 1648 members 
Mstep: Class 72 contains 25561 members 
Mstep: Class 73 contains 9113 members 
Mstep: Class 74 contains 9666 members 
Mstep: Class 75 contains 14649 members 
Mstep: Class 76 contains 19318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178488.000000 Penalty: 45747.167969
Iteration 293Q: 77 clusters Score -4.217849e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 12542 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12181 members 
Mstep: Class 7 contains 3196 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36924 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 25570 members 
Mstep: Class 18 contains 36957 members 
Mstep: Class 19 contains 20637 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 15064 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 9532 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1405 members 
Mstep: Class 34 contains 45932 members 
Mstep: Class 35 contains 29228 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 4995 members 
Mstep: Class 39 contains 10122 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16889 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2815 members 
Mstep: Class 44 contains 1615 members 
Mstep: Class 45 contains 6672 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3281 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13420 members 
Mstep: Class 51 contains 939 members 
Mstep: Class 52 contains 19291 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 6527 members 
Mstep: Class 59 contains 6840 members 
Mstep: Class 60 contains 14126 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 17317 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5850 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 26149 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18696 members 
Mstep: Class 71 contains 1647 members 
Mstep: Class 72 contains 25927 members 
Mstep: Class 73 contains 8748 members 
Mstep: Class 74 contains 9514 members 
Mstep: Class 75 contains 14775 members 
Mstep: Class 76 contains 18662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178336.000000 Penalty: 45747.167969
Iteration 294Q: 77 clusters Score -4.217834e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12195 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36896 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 25051 members 
Mstep: Class 18 contains 37085 members 
Mstep: Class 19 contains 20863 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8370 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14784 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1409 members 
Mstep: Class 34 contains 45874 members 
Mstep: Class 35 contains 29460 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 884 members 
Mstep: Class 38 contains 4972 members 
Mstep: Class 39 contains 10124 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16975 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2811 members 
Mstep: Class 44 contains 1615 members 
Mstep: Class 45 contains 6663 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13408 members 
Mstep: Class 51 contains 939 members 
Mstep: Class 52 contains 19287 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 6640 members 
Mstep: Class 59 contains 6837 members 
Mstep: Class 60 contains 14124 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 17810 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5847 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 496 members 
Mstep: Class 68 contains 26641 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18712 members 
Mstep: Class 71 contains 1648 members 
Mstep: Class 72 contains 26327 members 
Mstep: Class 73 contains 8371 members 
Mstep: Class 74 contains 9385 members 
Mstep: Class 75 contains 14848 members 
Mstep: Class 76 contains 18030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178340.000000 Penalty: 45747.167969
Iteration 295Q: 77 clusters Score -4.217834e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12548 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36877 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 24587 members 
Mstep: Class 18 contains 37203 members 
Mstep: Class 19 contains 21065 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8361 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14743 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 9110 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1422 members 
Mstep: Class 34 contains 45830 members 
Mstep: Class 35 contains 29644 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 883 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 10116 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17040 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2809 members 
Mstep: Class 44 contains 1614 members 
Mstep: Class 45 contains 6657 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3287 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13413 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19281 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 6739 members 
Mstep: Class 59 contains 6836 members 
Mstep: Class 60 contains 14123 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 18285 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5862 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 495 members 
Mstep: Class 68 contains 26891 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18705 members 
Mstep: Class 71 contains 1647 members 
Mstep: Class 72 contains 26710 members 
Mstep: Class 73 contains 8055 members 
Mstep: Class 74 contains 9264 members 
Mstep: Class 75 contains 14930 members 
Mstep: Class 76 contains 17386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178340.000000 Penalty: 45747.167969
Iteration 296Q: 77 clusters Score -4.217834e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12566 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36844 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 5971 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 24169 members 
Mstep: Class 18 contains 37318 members 
Mstep: Class 19 contains 21221 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14751 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 8892 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1436 members 
Mstep: Class 34 contains 45794 members 
Mstep: Class 35 contains 29810 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 882 members 
Mstep: Class 38 contains 4940 members 
Mstep: Class 39 contains 10107 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17099 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2813 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6655 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13393 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19279 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 6815 members 
Mstep: Class 59 contains 6838 members 
Mstep: Class 60 contains 14124 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 18775 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5873 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 495 members 
Mstep: Class 68 contains 27092 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18674 members 
Mstep: Class 71 contains 1642 members 
Mstep: Class 72 contains 27104 members 
Mstep: Class 73 contains 7789 members 
Mstep: Class 74 contains 9163 members 
Mstep: Class 75 contains 14950 members 
Mstep: Class 76 contains 16781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42178004.000000 Penalty: 45747.167969
Iteration 297Q: 77 clusters Score -4.2178e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12592 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36825 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 23794 members 
Mstep: Class 18 contains 37424 members 
Mstep: Class 19 contains 21362 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8335 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14754 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6688 members 
Mstep: Class 30 contains 8674 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 45753 members 
Mstep: Class 35 contains 29970 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 4921 members 
Mstep: Class 39 contains 10092 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17135 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2815 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6656 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3297 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13353 members 
Mstep: Class 51 contains 937 members 
Mstep: Class 52 contains 19277 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 6920 members 
Mstep: Class 59 contains 6839 members 
Mstep: Class 60 contains 14124 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 19248 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5887 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 494 members 
Mstep: Class 68 contains 27284 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18655 members 
Mstep: Class 71 contains 1638 members 
Mstep: Class 72 contains 27475 members 
Mstep: Class 73 contains 7521 members 
Mstep: Class 74 contains 9057 members 
Mstep: Class 75 contains 14957 members 
Mstep: Class 76 contains 16227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177836.000000 Penalty: 45747.167969
Iteration 298Q: 77 clusters Score -4.217784e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12617 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36807 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 23484 members 
Mstep: Class 18 contains 37511 members 
Mstep: Class 19 contains 21485 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8325 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14733 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 8500 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1469 members 
Mstep: Class 34 contains 45753 members 
Mstep: Class 35 contains 30053 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 4913 members 
Mstep: Class 39 contains 10087 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17107 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2811 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6657 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3296 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13307 members 
Mstep: Class 51 contains 936 members 
Mstep: Class 52 contains 19275 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1087 members 
Mstep: Class 58 contains 7035 members 
Mstep: Class 59 contains 6844 members 
Mstep: Class 60 contains 14123 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 19752 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5887 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 27380 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18670 members 
Mstep: Class 71 contains 1628 members 
Mstep: Class 72 contains 27806 members 
Mstep: Class 73 contains 7272 members 
Mstep: Class 74 contains 8932 members 
Mstep: Class 75 contains 15008 members 
Mstep: Class 76 contains 15744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177732.000000 Penalty: 45747.167969
Iteration 299Q: 77 clusters Score -4.217773e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12665 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12319 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36789 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5626 members 
Mstep: Class 17 contains 23197 members 
Mstep: Class 18 contains 37597 members 
Mstep: Class 19 contains 21566 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8315 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3318 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14708 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6689 members 
Mstep: Class 30 contains 8343 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1486 members 
Mstep: Class 34 contains 45724 members 
Mstep: Class 35 contains 30155 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4907 members 
Mstep: Class 39 contains 10086 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17064 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2804 members 
Mstep: Class 44 contains 1611 members 
Mstep: Class 45 contains 6652 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3293 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13252 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19269 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1086 members 
Mstep: Class 58 contains 7162 members 
Mstep: Class 59 contains 6851 members 
Mstep: Class 60 contains 14120 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 20304 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5895 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 27446 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18658 members 
Mstep: Class 71 contains 1626 members 
Mstep: Class 72 contains 28104 members 
Mstep: Class 73 contains 7061 members 
Mstep: Class 74 contains 8812 members 
Mstep: Class 75 contains 15034 members 
Mstep: Class 76 contains 15271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177732.000000 Penalty: 45747.167969
Iteration 300F: 77 clusters Score -4.217773e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12693 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12349 members 
Mstep: Class 7 contains 3183 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 23015 members 
Mstep: Class 18 contains 37677 members 
Mstep: Class 19 contains 21645 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8303 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14621 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 8191 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1499 members 
Mstep: Class 34 contains 45660 members 
Mstep: Class 35 contains 30214 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4909 members 
Mstep: Class 39 contains 10080 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17028 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2800 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6649 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3289 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13227 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19267 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1085 members 
Mstep: Class 58 contains 7301 members 
Mstep: Class 59 contains 6854 members 
Mstep: Class 60 contains 14119 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 20845 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5891 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 27881 members 
Mstep: Class 69 contains 146 members 
Mstep: Class 70 contains 18682 members 
Mstep: Class 71 contains 1620 members 
Mstep: Class 72 contains 28369 members 
Mstep: Class 73 contains 6816 members 
Mstep: Class 74 contains 8706 members 
Mstep: Class 75 contains 15002 members 
Mstep: Class 76 contains 14532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177652.000000 Penalty: 45747.167969
Iteration 301Q: 77 clusters Score -4.217765e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12716 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12364 members 
Mstep: Class 7 contains 3186 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36756 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 22948 members 
Mstep: Class 18 contains 37750 members 
Mstep: Class 19 contains 21682 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3313 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14466 members 
Mstep: Class 26 contains 888 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 8041 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1513 members 
Mstep: Class 34 contains 45556 members 
Mstep: Class 35 contains 30242 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4901 members 
Mstep: Class 39 contains 10076 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16963 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2799 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6646 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3291 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13224 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19265 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 7462 members 
Mstep: Class 59 contains 6862 members 
Mstep: Class 60 contains 14112 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21328 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5902 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 28438 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18700 members 
Mstep: Class 71 contains 1613 members 
Mstep: Class 72 contains 28625 members 
Mstep: Class 73 contains 6584 members 
Mstep: Class 74 contains 8594 members 
Mstep: Class 75 contains 14951 members 
Mstep: Class 76 contains 13817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177412.000000 Penalty: 45747.167969
Iteration 302Q: 77 clusters Score -4.217741e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12386 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 22883 members 
Mstep: Class 18 contains 37841 members 
Mstep: Class 19 contains 21646 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3312 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6690 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 45517 members 
Mstep: Class 35 contains 30279 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4885 members 
Mstep: Class 39 contains 10049 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16944 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2799 members 
Mstep: Class 44 contains 1610 members 
Mstep: Class 45 contains 6634 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3293 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13215 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19249 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 7590 members 
Mstep: Class 59 contains 6868 members 
Mstep: Class 60 contains 14108 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 21845 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5912 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 29069 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18708 members 
Mstep: Class 71 contains 1614 members 
Mstep: Class 72 contains 28865 members 
Mstep: Class 73 contains 6368 members 
Mstep: Class 74 contains 8471 members 
Mstep: Class 75 contains 14843 members 
Mstep: Class 76 contains 13080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177412.000000 Penalty: 45747.167969
Iteration 303Q: 77 clusters Score -4.217741e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12767 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36756 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 22847 members 
Mstep: Class 18 contains 37911 members 
Mstep: Class 19 contains 21620 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8282 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3313 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 14047 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6692 members 
Mstep: Class 30 contains 7756 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1538 members 
Mstep: Class 34 contains 45482 members 
Mstep: Class 35 contains 30306 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 4865 members 
Mstep: Class 39 contains 10033 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16912 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2794 members 
Mstep: Class 44 contains 1612 members 
Mstep: Class 45 contains 6618 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3297 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13204 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19230 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1083 members 
Mstep: Class 58 contains 7712 members 
Mstep: Class 59 contains 6872 members 
Mstep: Class 60 contains 14106 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22342 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5910 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 989 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 29787 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18688 members 
Mstep: Class 71 contains 1613 members 
Mstep: Class 72 contains 29043 members 
Mstep: Class 73 contains 6227 members 
Mstep: Class 74 contains 8343 members 
Mstep: Class 75 contains 14684 members 
Mstep: Class 76 contains 12400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42177028.000000 Penalty: 45747.167969
Iteration 304Q: 77 clusters Score -4.217703e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12792 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36767 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 383 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 22878 members 
Mstep: Class 18 contains 37974 members 
Mstep: Class 19 contains 21592 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8265 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3313 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 7659 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1551 members 
Mstep: Class 34 contains 45408 members 
Mstep: Class 35 contains 30305 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 880 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 10017 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16903 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2793 members 
Mstep: Class 44 contains 1613 members 
Mstep: Class 45 contains 6599 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3297 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13184 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19222 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1082 members 
Mstep: Class 58 contains 7830 members 
Mstep: Class 59 contains 6873 members 
Mstep: Class 60 contains 14106 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 22827 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5913 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 492 members 
Mstep: Class 68 contains 30499 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18667 members 
Mstep: Class 71 contains 1611 members 
Mstep: Class 72 contains 29206 members 
Mstep: Class 73 contains 6046 members 
Mstep: Class 74 contains 8228 members 
Mstep: Class 75 contains 14497 members 
Mstep: Class 76 contains 11780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176636.000000 Penalty: 45747.167969
Iteration 305Q: 77 clusters Score -4.217664e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12816 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12428 members 
Mstep: Class 7 contains 3187 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36769 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5624 members 
Mstep: Class 17 contains 22960 members 
Mstep: Class 18 contains 37988 members 
Mstep: Class 19 contains 21558 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8260 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3313 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 13514 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 7575 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1563 members 
Mstep: Class 34 contains 45351 members 
Mstep: Class 35 contains 30295 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4813 members 
Mstep: Class 39 contains 9999 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16902 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2792 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6592 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3302 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13157 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19218 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1080 members 
Mstep: Class 58 contains 7943 members 
Mstep: Class 59 contains 6875 members 
Mstep: Class 60 contains 14103 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23310 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5897 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 31261 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18643 members 
Mstep: Class 71 contains 1609 members 
Mstep: Class 72 contains 29371 members 
Mstep: Class 73 contains 5870 members 
Mstep: Class 74 contains 8096 members 
Mstep: Class 75 contains 14231 members 
Mstep: Class 76 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176384.000000 Penalty: 45747.167969
Iteration 306Q: 77 clusters Score -4.217638e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12847 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12442 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 23049 members 
Mstep: Class 18 contains 37973 members 
Mstep: Class 19 contains 21507 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3315 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 13232 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 7514 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1566 members 
Mstep: Class 34 contains 45320 members 
Mstep: Class 35 contains 30282 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 881 members 
Mstep: Class 38 contains 4787 members 
Mstep: Class 39 contains 9986 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16924 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2794 members 
Mstep: Class 44 contains 1609 members 
Mstep: Class 45 contains 6588 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3305 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13094 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19213 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1078 members 
Mstep: Class 58 contains 8012 members 
Mstep: Class 59 contains 6870 members 
Mstep: Class 60 contains 14103 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 23756 members 
Mstep: Class 63 contains 208 members 
Mstep: Class 64 contains 5892 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 32058 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18639 members 
Mstep: Class 71 contains 1609 members 
Mstep: Class 72 contains 29529 members 
Mstep: Class 73 contains 5674 members 
Mstep: Class 74 contains 7988 members 
Mstep: Class 75 contains 13930 members 
Mstep: Class 76 contains 10740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42176208.000000 Penalty: 45747.167969
Iteration 307Q: 77 clusters Score -4.217621e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12870 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12474 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36771 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 23153 members 
Mstep: Class 18 contains 37926 members 
Mstep: Class 19 contains 21504 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8255 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 12835 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 7444 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1569 members 
Mstep: Class 34 contains 45325 members 
Mstep: Class 35 contains 30209 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 879 members 
Mstep: Class 38 contains 4762 members 
Mstep: Class 39 contains 9973 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16999 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2795 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6569 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3302 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 13026 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19210 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1077 members 
Mstep: Class 58 contains 8055 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 14101 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24146 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5888 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 32955 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18660 members 
Mstep: Class 71 contains 1606 members 
Mstep: Class 72 contains 29710 members 
Mstep: Class 73 contains 5429 members 
Mstep: Class 74 contains 7906 members 
Mstep: Class 75 contains 13632 members 
Mstep: Class 76 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175912.000000 Penalty: 45747.167969
Iteration 308Q: 77 clusters Score -4.217591e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12885 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12518 members 
Mstep: Class 7 contains 3189 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5632 members 
Mstep: Class 17 contains 23252 members 
Mstep: Class 18 contains 37864 members 
Mstep: Class 19 contains 21512 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8254 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3317 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 7370 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1584 members 
Mstep: Class 34 contains 45313 members 
Mstep: Class 35 contains 30148 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 877 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 9972 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 17026 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2796 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6554 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3301 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12960 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19196 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1075 members 
Mstep: Class 58 contains 8128 members 
Mstep: Class 59 contains 6870 members 
Mstep: Class 60 contains 14099 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24476 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5896 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 33862 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18670 members 
Mstep: Class 71 contains 1603 members 
Mstep: Class 72 contains 29893 members 
Mstep: Class 73 contains 5213 members 
Mstep: Class 74 contains 7852 members 
Mstep: Class 75 contains 13309 members 
Mstep: Class 76 contains 9872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175320.000000 Penalty: 45747.167969
Iteration 309Q: 77 clusters Score -4.217532e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12889 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12557 members 
Mstep: Class 7 contains 3191 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36756 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 23329 members 
Mstep: Class 18 contains 37778 members 
Mstep: Class 19 contains 21540 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8252 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 12073 members 
Mstep: Class 26 contains 889 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 7319 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1600 members 
Mstep: Class 34 contains 45323 members 
Mstep: Class 35 contains 30090 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 4713 members 
Mstep: Class 39 contains 9973 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16993 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2798 members 
Mstep: Class 44 contains 1607 members 
Mstep: Class 45 contains 6536 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3300 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12892 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19193 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1073 members 
Mstep: Class 58 contains 8212 members 
Mstep: Class 59 contains 6868 members 
Mstep: Class 60 contains 14099 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24747 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5910 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 34720 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18686 members 
Mstep: Class 71 contains 1600 members 
Mstep: Class 72 contains 30086 members 
Mstep: Class 73 contains 5003 members 
Mstep: Class 74 contains 7803 members 
Mstep: Class 75 contains 12983 members 
Mstep: Class 76 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175512.000000 Penalty: 45747.167969
Iteration 310Q: 77 clusters Score -4.217551e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2721 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12894 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12587 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36754 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 23390 members 
Mstep: Class 18 contains 37701 members 
Mstep: Class 19 contains 21548 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8249 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3322 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 11722 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 7290 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1611 members 
Mstep: Class 34 contains 45396 members 
Mstep: Class 35 contains 30020 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 875 members 
Mstep: Class 38 contains 4692 members 
Mstep: Class 39 contains 9965 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16938 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2798 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6524 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3295 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12820 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19188 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1071 members 
Mstep: Class 58 contains 8293 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 14100 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24947 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5923 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 35599 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18708 members 
Mstep: Class 71 contains 1600 members 
Mstep: Class 72 contains 30276 members 
Mstep: Class 73 contains 4785 members 
Mstep: Class 74 contains 7746 members 
Mstep: Class 75 contains 12640 members 
Mstep: Class 76 contains 9279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42175552.000000 Penalty: 45747.167969
Iteration 311Q: 77 clusters Score -4.217555e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12888 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12609 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36760 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 23425 members 
Mstep: Class 18 contains 37609 members 
Mstep: Class 19 contains 21585 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3323 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 11422 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 7280 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1624 members 
Mstep: Class 34 contains 45442 members 
Mstep: Class 35 contains 29998 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 872 members 
Mstep: Class 38 contains 4661 members 
Mstep: Class 39 contains 9958 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16906 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2799 members 
Mstep: Class 44 contains 1606 members 
Mstep: Class 45 contains 6510 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3290 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12731 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19184 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1069 members 
Mstep: Class 58 contains 8373 members 
Mstep: Class 59 contains 6871 members 
Mstep: Class 60 contains 14100 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24829 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5936 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 36450 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18725 members 
Mstep: Class 71 contains 1598 members 
Mstep: Class 72 contains 30428 members 
Mstep: Class 73 contains 4569 members 
Mstep: Class 74 contains 7723 members 
Mstep: Class 75 contains 12298 members 
Mstep: Class 76 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174988.000000 Penalty: 45747.167969
Iteration 312Q: 77 clusters Score -4.217499e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12897 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12628 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 23459 members 
Mstep: Class 18 contains 37523 members 
Mstep: Class 19 contains 21618 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3323 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 11151 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 7262 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1636 members 
Mstep: Class 34 contains 45478 members 
Mstep: Class 35 contains 29983 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 869 members 
Mstep: Class 38 contains 4636 members 
Mstep: Class 39 contains 9948 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16888 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2800 members 
Mstep: Class 44 contains 1605 members 
Mstep: Class 45 contains 6521 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12623 members 
Mstep: Class 51 contains 934 members 
Mstep: Class 52 contains 19178 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1065 members 
Mstep: Class 58 contains 8405 members 
Mstep: Class 59 contains 6873 members 
Mstep: Class 60 contains 14101 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24762 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5950 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 37247 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18741 members 
Mstep: Class 71 contains 1596 members 
Mstep: Class 72 contains 30611 members 
Mstep: Class 73 contains 4356 members 
Mstep: Class 74 contains 7689 members 
Mstep: Class 75 contains 11972 members 
Mstep: Class 76 contains 9270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42174404.000000 Penalty: 45747.167969
Iteration 313Q: 77 clusters Score -4.21744e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12904 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 3184 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36762 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 23516 members 
Mstep: Class 18 contains 37434 members 
Mstep: Class 19 contains 21664 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3323 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 7231 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 45510 members 
Mstep: Class 35 contains 29928 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 868 members 
Mstep: Class 38 contains 4608 members 
Mstep: Class 39 contains 9942 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16871 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2800 members 
Mstep: Class 44 contains 1600 members 
Mstep: Class 45 contains 6536 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3297 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12476 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19168 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1063 members 
Mstep: Class 58 contains 8436 members 
Mstep: Class 59 contains 6873 members 
Mstep: Class 60 contains 14102 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24793 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5969 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 37919 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18761 members 
Mstep: Class 71 contains 1596 members 
Mstep: Class 72 contains 30765 members 
Mstep: Class 73 contains 4172 members 
Mstep: Class 74 contains 7660 members 
Mstep: Class 75 contains 11701 members 
Mstep: Class 76 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173648.000000 Penalty: 45747.167969
Iteration 314Q: 77 clusters Score -4.217365e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12915 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12666 members 
Mstep: Class 7 contains 3179 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 23582 members 
Mstep: Class 18 contains 37349 members 
Mstep: Class 19 contains 21698 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3323 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10770 members 
Mstep: Class 26 contains 890 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6696 members 
Mstep: Class 30 contains 7180 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1661 members 
Mstep: Class 34 contains 45560 members 
Mstep: Class 35 contains 29859 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 4587 members 
Mstep: Class 39 contains 9939 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16834 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2799 members 
Mstep: Class 44 contains 1600 members 
Mstep: Class 45 contains 6544 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3297 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12316 members 
Mstep: Class 51 contains 935 members 
Mstep: Class 52 contains 19167 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1061 members 
Mstep: Class 58 contains 8516 members 
Mstep: Class 59 contains 6869 members 
Mstep: Class 60 contains 14102 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24757 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5978 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 38542 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18775 members 
Mstep: Class 71 contains 1595 members 
Mstep: Class 72 contains 30927 members 
Mstep: Class 73 contains 3992 members 
Mstep: Class 74 contains 7656 members 
Mstep: Class 75 contains 11426 members 
Mstep: Class 76 contains 9179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42173216.000000 Penalty: 45747.167969
Iteration 315Q: 77 clusters Score -4.217322e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2735 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12915 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12673 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36745 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 17 contains 23640 members 
Mstep: Class 18 contains 37274 members 
Mstep: Class 19 contains 21723 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10628 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6698 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 45608 members 
Mstep: Class 35 contains 29807 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 864 members 
Mstep: Class 38 contains 4568 members 
Mstep: Class 39 contains 9945 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16790 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2797 members 
Mstep: Class 44 contains 1600 members 
Mstep: Class 45 contains 6556 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3294 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 12116 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19173 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1059 members 
Mstep: Class 58 contains 8650 members 
Mstep: Class 59 contains 6866 members 
Mstep: Class 60 contains 14103 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24667 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5973 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 988 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 39149 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18770 members 
Mstep: Class 71 contains 1594 members 
Mstep: Class 72 contains 31056 members 
Mstep: Class 73 contains 3817 members 
Mstep: Class 74 contains 7651 members 
Mstep: Class 75 contains 11176 members 
Mstep: Class 76 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172788.000000 Penalty: 45747.167969
Iteration 316Q: 77 clusters Score -4.217279e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12920 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12668 members 
Mstep: Class 7 contains 3180 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36737 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5651 members 
Mstep: Class 17 contains 23675 members 
Mstep: Class 18 contains 37193 members 
Mstep: Class 19 contains 21735 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3324 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10535 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6700 members 
Mstep: Class 30 contains 7109 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 45642 members 
Mstep: Class 35 contains 29806 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 4553 members 
Mstep: Class 39 contains 9949 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16734 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2797 members 
Mstep: Class 44 contains 1603 members 
Mstep: Class 45 contains 6579 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3291 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11863 members 
Mstep: Class 51 contains 933 members 
Mstep: Class 52 contains 19178 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1058 members 
Mstep: Class 58 contains 8765 members 
Mstep: Class 59 contains 6866 members 
Mstep: Class 60 contains 14103 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24577 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5959 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 39661 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18785 members 
Mstep: Class 71 contains 1594 members 
Mstep: Class 72 contains 31179 members 
Mstep: Class 73 contains 3650 members 
Mstep: Class 74 contains 7653 members 
Mstep: Class 75 contains 10958 members 
Mstep: Class 76 contains 9360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42172348.000000 Penalty: 45747.167969
Iteration 317Q: 77 clusters Score -4.217235e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 12919 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12663 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36738 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5656 members 
Mstep: Class 17 contains 23708 members 
Mstep: Class 18 contains 37110 members 
Mstep: Class 19 contains 21743 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8192 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10368 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6701 members 
Mstep: Class 30 contains 7047 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1676 members 
Mstep: Class 34 contains 45664 members 
Mstep: Class 35 contains 29824 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 4531 members 
Mstep: Class 39 contains 9949 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16656 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2801 members 
Mstep: Class 44 contains 1603 members 
Mstep: Class 45 contains 6599 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3288 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11623 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19183 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 8858 members 
Mstep: Class 59 contains 6865 members 
Mstep: Class 60 contains 14101 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24531 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5946 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 40210 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18825 members 
Mstep: Class 71 contains 1593 members 
Mstep: Class 72 contains 31333 members 
Mstep: Class 73 contains 3506 members 
Mstep: Class 74 contains 7658 members 
Mstep: Class 75 contains 10741 members 
Mstep: Class 76 contains 9460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -42171860.000000 Penalty: 45747.167969
Iteration 318Q: 77 clusters Score -4.217186e+07 nChanged 2675
Entering ConstructFrom: 
Score: -42171860.000000 Penalty: 45747.167969
Entering ConstructFrom: 
Trying to split cluster 1 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -506512.968750 Penalty: 397.597870
	Iteration 0F: 2 clusters Score -506513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -502267.656250 Penalty: 795.195740
	Iteration 0F: 3 clusters Score -502267.7 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -503932.906250 Penalty: 795.195740
	Iteration 1F: 3 clusters Score -503932.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -504113.781250 Penalty: 795.195740
	Iteration 2F: 3 clusters Score -504113.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -504376.937500 Penalty: 795.195740
	Iteration 3F: 3 clusters Score -504376.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -504726.843750 Penalty: 795.195740
	Iteration 4F: 3 clusters Score -504726.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -505213.593750 Penalty: 795.195740
	Iteration 5F: 3 clusters Score -505213.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -505702.000000 Penalty: 795.195740
	Iteration 6F: 3 clusters Score -505702 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -505968.125000 Penalty: 795.195740
	Iteration 7Q: 3 clusters Score -505968.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -506081.406250 Penalty: 795.195740
	Iteration 8Q: 3 clusters Score -506081.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -506125.593750 Penalty: 795.195740
	Iteration 9Q: 3 clusters Score -506125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -506148.250000 Penalty: 795.195740
	Iteration 10Q: 3 clusters Score -506148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -506149.375000 Penalty: 795.195740
	Iteration 11Q: 3 clusters Score -506149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -506149.375000 Penalty: 795.195740
	Iteration 12F: 3 clusters Score -506149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -203906.562500 Penalty: 360.247894
	Iteration 0F: 2 clusters Score -203906.6 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 1411 members 
Entering Unmasked Estep 
Score: -202032.265625 Penalty: 720.495789
	Iteration 0F: 3 clusters Score -202032.3 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -202626.968750 Penalty: 720.495789
	Iteration 1F: 3 clusters Score -202627 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -202682.171875 Penalty: 720.495789
	Iteration 2F: 3 clusters Score -202682.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -202731.843750 Penalty: 720.495789
	Iteration 3Q: 3 clusters Score -202731.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -202799.078125 Penalty: 720.495789
	Iteration 4Q: 3 clusters Score -202799.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -202867.265625 Penalty: 720.495789
	Iteration 5Q: 3 clusters Score -202867.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -202946.609375 Penalty: 720.495789
	Iteration 6Q: 3 clusters Score -202946.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -203056.296875 Penalty: 720.495789
	Iteration 7F: 3 clusters Score -203056.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -203184.437500 Penalty: 720.495789
	Iteration 8F: 3 clusters Score -203184.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -203308.125000 Penalty: 720.495789
	Iteration 9F: 3 clusters Score -203308.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -203415.343750 Penalty: 720.495789
	Iteration 10Q: 3 clusters Score -203415.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -203489.390625 Penalty: 720.495789
	Iteration 11Q: 3 clusters Score -203489.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -203530.484375 Penalty: 720.495789
	Iteration 12Q: 3 clusters Score -203530.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -203553.328125 Penalty: 720.495789
	Iteration 13Q: 3 clusters Score -203553.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -203564.265625 Penalty: 720.495789
	Iteration 14Q: 3 clusters Score -203564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -203573.796875 Penalty: 720.495789
	Iteration 15Q: 3 clusters Score -203573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -203581.015625 Penalty: 720.495789
	Iteration 16Q: 3 clusters Score -203581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -203585.343750 Penalty: 720.495789
	Iteration 17Q: 3 clusters Score -203585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -203586.859375 Penalty: 720.495789
	Iteration 18Q: 3 clusters Score -203586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -203587.921875 Penalty: 720.495789
	Iteration 19Q: 3 clusters Score -203587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -203587.921875 Penalty: 720.495789
	Iteration 20F: 3 clusters Score -203587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -68623.703125 Penalty: 315.203888
	Iteration 0F: 2 clusters Score -68623.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -67787.125000 Penalty: 630.407776
	Iteration 0F: 3 clusters Score -67787.12 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68062.093750 Penalty: 630.407776
	Iteration 1F: 3 clusters Score -68062.09 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -68191.437500 Penalty: 630.407776
	Iteration 2F: 3 clusters Score -68191.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68285.429688 Penalty: 630.407776
	Iteration 3F: 3 clusters Score -68285.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68321.757812 Penalty: 630.407776
	Iteration 4F: 3 clusters Score -68321.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68340.210938 Penalty: 630.407776
	Iteration 5Q: 3 clusters Score -68340.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68357.515625 Penalty: 630.407776
	Iteration 6Q: 3 clusters Score -68357.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -68374.429688 Penalty: 630.407776
	Iteration 7Q: 3 clusters Score -68374.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68383.875000 Penalty: 630.407776
	Iteration 8Q: 3 clusters Score -68383.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68388.148438 Penalty: 630.407776
	Iteration 9Q: 3 clusters Score -68388.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68391.710938 Penalty: 630.407776
	Iteration 10Q: 3 clusters Score -68391.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68393.203125 Penalty: 630.407776
	Iteration 11Q: 3 clusters Score -68393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68395.265625 Penalty: 630.407776
	Iteration 12Q: 3 clusters Score -68395.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68397.578125 Penalty: 630.407776
	Iteration 13Q: 3 clusters Score -68397.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68398.859375 Penalty: 630.407776
	Iteration 14Q: 3 clusters Score -68398.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68400.953125 Penalty: 630.407776
	Iteration 15Q: 3 clusters Score -68400.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68402.500000 Penalty: 630.407776
	Iteration 16Q: 3 clusters Score -68402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68402.625000 Penalty: 630.407776
	Iteration 17Q: 3 clusters Score -68402.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68402.625000 Penalty: 630.407776
	Iteration 18F: 3 clusters Score -68402.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -975908.125000 Penalty: 430.691956
	Iteration 0F: 2 clusters Score -975908.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -967303.437500 Penalty: 861.383911
	Iteration 0F: 3 clusters Score -967303.4 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -971202.062500 Penalty: 861.383911
	Iteration 1F: 3 clusters Score -971202.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -971750.250000 Penalty: 861.383911
	Iteration 2F: 3 clusters Score -971750.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -972428.937500 Penalty: 861.383911
	Iteration 3F: 3 clusters Score -972428.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -973106.125000 Penalty: 861.383911
	Iteration 4F: 3 clusters Score -973106.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -973646.875000 Penalty: 861.383911
	Iteration 5F: 3 clusters Score -973646.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -974035.125000 Penalty: 861.383911
	Iteration 6F: 3 clusters Score -974035.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -974310.187500 Penalty: 861.383911
	Iteration 7Q: 3 clusters Score -974310.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -974533.625000 Penalty: 861.383911
	Iteration 8Q: 3 clusters Score -974533.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -974708.437500 Penalty: 861.383911
	Iteration 9Q: 3 clusters Score -974708.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -974843.625000 Penalty: 861.383911
	Iteration 10Q: 3 clusters Score -974843.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -974961.000000 Penalty: 861.383911
	Iteration 11Q: 3 clusters Score -974961 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -975065.500000 Penalty: 861.383911
	Iteration 12Q: 3 clusters Score -975065.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -975165.437500 Penalty: 861.383911
	Iteration 13Q: 3 clusters Score -975165.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -975236.250000 Penalty: 861.383911
	Iteration 14Q: 3 clusters Score -975236.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -975293.000000 Penalty: 861.383911
	Iteration 15Q: 3 clusters Score -975293 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -975336.750000 Penalty: 861.383911
	Iteration 16Q: 3 clusters Score -975336.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -975372.062500 Penalty: 861.383911
	Iteration 17Q: 3 clusters Score -975372.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -975399.687500 Penalty: 861.383911
	Iteration 18Q: 3 clusters Score -975399.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -975426.187500 Penalty: 861.383911
	Iteration 19Q: 3 clusters Score -975426.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -975455.812500 Penalty: 861.383911
	Iteration 20F: 3 clusters Score -975455.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -975478.062500 Penalty: 861.383911
	Iteration 21Q: 3 clusters Score -975478.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -975497.437500 Penalty: 861.383911
	Iteration 22Q: 3 clusters Score -975497.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -975513.500000 Penalty: 861.383911
	Iteration 23Q: 3 clusters Score -975513.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -975522.375000 Penalty: 861.383911
	Iteration 24Q: 3 clusters Score -975522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -975530.000000 Penalty: 861.383911
	Iteration 25Q: 3 clusters Score -975530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -975543.000000 Penalty: 861.383911
	Iteration 26Q: 3 clusters Score -975543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -975553.375000 Penalty: 861.383911
	Iteration 27Q: 3 clusters Score -975553.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -975562.437500 Penalty: 861.383911
	Iteration 28Q: 3 clusters Score -975562.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -975590.375000 Penalty: 861.383911
	Iteration 29Q: 3 clusters Score -975590.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -975646.000000 Penalty: 861.383911
	Iteration 30Q: 3 clusters Score -975646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -975739.937500 Penalty: 861.383911
	Iteration 31Q: 3 clusters Score -975739.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -975769.625000 Penalty: 861.383911
	Iteration 32Q: 3 clusters Score -975769.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -975785.437500 Penalty: 861.383911
	Iteration 33Q: 3 clusters Score -975785.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -975800.687500 Penalty: 861.383911
	Iteration 34Q: 3 clusters Score -975800.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -975812.500000 Penalty: 861.383911
	Iteration 35Q: 3 clusters Score -975812.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -975819.312500 Penalty: 861.383911
	Iteration 36Q: 3 clusters Score -975819.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -975825.687500 Penalty: 861.383911
	Iteration 37Q: 3 clusters Score -975825.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -975830.312500 Penalty: 861.383911
	Iteration 38Q: 3 clusters Score -975830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -975832.000000 Penalty: 861.383911
	Iteration 39Q: 3 clusters Score -975832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -975838.312500 Penalty: 861.383911
	Iteration 40F: 3 clusters Score -975838.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -975846.062500 Penalty: 861.383911
	Iteration 41Q: 3 clusters Score -975846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -975849.125000 Penalty: 861.383911
	Iteration 42Q: 3 clusters Score -975849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -975850.500000 Penalty: 861.383911
	Iteration 43Q: 3 clusters Score -975850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -975853.687500 Penalty: 861.383911
	Iteration 44Q: 3 clusters Score -975853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -975853.625000 Penalty: 861.383911
	Iteration 45Q: 3 clusters Score -975853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -975853.937500 Penalty: 861.383911
	Iteration 46Q: 3 clusters Score -975853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -975854.125000 Penalty: 861.383911
	Iteration 47Q: 3 clusters Score -975854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -975854.125000 Penalty: 861.383911
	Iteration 48F: 3 clusters Score -975854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -9096.737305 Penalty: 253.185669
	Iteration 0F: 2 clusters Score -9096.737 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 123 members 
Entering Unmasked Estep 
Score: -8797.875977 Penalty: 506.371338
	Iteration 0F: 3 clusters Score -8797.876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8959.521484 Penalty: 506.371338
	Iteration 1F: 3 clusters Score -8959.521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -9026.001953 Penalty: 506.371338
	Iteration 2F: 3 clusters Score -9026.002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9068.333008 Penalty: 506.371338
	Iteration 3F: 3 clusters Score -9068.333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9085.370117 Penalty: 506.371338
	Iteration 4Q: 3 clusters Score -9085.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9109.755859 Penalty: 506.371338
	Iteration 5Q: 3 clusters Score -9109.756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9115.736328 Penalty: 506.371338
	Iteration 6Q: 3 clusters Score -9115.736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9120.511719 Penalty: 506.371338
	Iteration 7Q: 3 clusters Score -9120.512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9121.365234 Penalty: 506.371338
	Iteration 8Q: 3 clusters Score -9121.365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9121.365234 Penalty: 506.371338
	Iteration 9F: 3 clusters Score -9121.365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 145 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36738 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 23706 members 
Mstep: Class 18 contains 37046 members 
Mstep: Class 19 contains 21753 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8191 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3322 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10157 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 6981 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1681 members 
Mstep: Class 34 contains 45684 members 
Mstep: Class 35 contains 29857 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 9953 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16604 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2802 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6608 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3288 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11399 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19184 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 8879 members 
Mstep: Class 59 contains 6867 members 
Mstep: Class 60 contains 14099 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24471 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5929 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 40765 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18869 members 
Mstep: Class 71 contains 1593 members 
Mstep: Class 72 contains 31507 members 
Mstep: Class 73 contains 3376 members 
Mstep: Class 74 contains 7661 members 
Mstep: Class 75 contains 10509 members 
Mstep: Class 76 contains 9625 members 
Mstep: Class 77 contains 116 members 
Entering Unmasked Estep 
Score: -42170996.000000 Penalty: 46349.105469
Splitting cluster 5 changes total score from -42171860.000000 to -42170996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (12658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Entering Unmasked Estep 
Score: -1024002.812500 Penalty: 429.795044
	Iteration 0F: 2 clusters Score -1024003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1015570.375000 Penalty: 859.590088
	Iteration 0F: 3 clusters Score -1015570 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1018888.437500 Penalty: 859.590088
	Iteration 1F: 3 clusters Score -1018888 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1018976.562500 Penalty: 859.590088
	Iteration 2Q: 3 clusters Score -1018977 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1019066.500000 Penalty: 859.590088
	Iteration 3Q: 3 clusters Score -1019066 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1019171.000000 Penalty: 859.590088
	Iteration 4Q: 3 clusters Score -1019171 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1019305.562500 Penalty: 859.590088
	Iteration 5Q: 3 clusters Score -1019306 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1019492.062500 Penalty: 859.590088
	Iteration 6Q: 3 clusters Score -1019492 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1019759.062500 Penalty: 859.590088
	Iteration 7Q: 3 clusters Score -1019759 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1020166.000000 Penalty: 859.590088
	Iteration 8Q: 3 clusters Score -1020166 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1020736.562500 Penalty: 859.590088
	Iteration 9F: 3 clusters Score -1020737 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1021322.562500 Penalty: 859.590088
	Iteration 10F: 3 clusters Score -1021323 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1021765.187500 Penalty: 859.590088
	Iteration 11Q: 3 clusters Score -1021765 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1022021.000000 Penalty: 859.590088
	Iteration 12Q: 3 clusters Score -1022021 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1022241.500000 Penalty: 859.590088
	Iteration 13Q: 3 clusters Score -1022242 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1022444.000000 Penalty: 859.590088
	Iteration 14Q: 3 clusters Score -1022444 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1022608.562500 Penalty: 859.590088
	Iteration 15Q: 3 clusters Score -1022609 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1022738.437500 Penalty: 859.590088
	Iteration 16Q: 3 clusters Score -1022738 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1022829.687500 Penalty: 859.590088
	Iteration 17Q: 3 clusters Score -1022830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1022902.875000 Penalty: 859.590088
	Iteration 18Q: 3 clusters Score -1022903 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1022973.375000 Penalty: 859.590088
	Iteration 19Q: 3 clusters Score -1022973 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1023053.312500 Penalty: 859.590088
	Iteration 20F: 3 clusters Score -1023053 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1023129.562500 Penalty: 859.590088
	Iteration 21Q: 3 clusters Score -1023130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1023195.750000 Penalty: 859.590088
	Iteration 22Q: 3 clusters Score -1023196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1023257.312500 Penalty: 859.590088
	Iteration 23Q: 3 clusters Score -1023257 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1023303.625000 Penalty: 859.590088
	Iteration 24Q: 3 clusters Score -1023304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1023334.812500 Penalty: 859.590088
	Iteration 25Q: 3 clusters Score -1023335 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1023357.687500 Penalty: 859.590088
	Iteration 26Q: 3 clusters Score -1023358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1023376.625000 Penalty: 859.590088
	Iteration 27Q: 3 clusters Score -1023377 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1023396.750000 Penalty: 859.590088
	Iteration 28Q: 3 clusters Score -1023397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1023414.375000 Penalty: 859.590088
	Iteration 29Q: 3 clusters Score -1023414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1023433.312500 Penalty: 859.590088
	Iteration 30Q: 3 clusters Score -1023433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1023442.250000 Penalty: 859.590088
	Iteration 31Q: 3 clusters Score -1023442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1023447.875000 Penalty: 859.590088
	Iteration 32Q: 3 clusters Score -1023448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1023452.375000 Penalty: 859.590088
	Iteration 33Q: 3 clusters Score -1023452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1023457.437500 Penalty: 859.590088
	Iteration 34Q: 3 clusters Score -1023457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1023461.812500 Penalty: 859.590088
	Iteration 35Q: 3 clusters Score -1023462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1023469.687500 Penalty: 859.590088
	Iteration 36Q: 3 clusters Score -1023470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1023472.500000 Penalty: 859.590088
	Iteration 37Q: 3 clusters Score -1023472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1023474.937500 Penalty: 859.590088
	Iteration 38Q: 3 clusters Score -1023475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1023479.187500 Penalty: 859.590088
	Iteration 39Q: 3 clusters Score -1023479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1023483.437500 Penalty: 859.590088
	Iteration 40F: 3 clusters Score -1023483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1023487.062500 Penalty: 859.590088
	Iteration 41Q: 3 clusters Score -1023487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1023491.125000 Penalty: 859.590088
	Iteration 42Q: 3 clusters Score -1023491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1023491.312500 Penalty: 859.590088
	Iteration 43Q: 3 clusters Score -1023491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1023497.312500 Penalty: 859.590088
	Iteration 44Q: 3 clusters Score -1023497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1023504.312500 Penalty: 859.590088
	Iteration 45Q: 3 clusters Score -1023504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1023506.312500 Penalty: 859.590088
	Iteration 46Q: 3 clusters Score -1023506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1023509.250000 Penalty: 859.590088
	Iteration 47Q: 3 clusters Score -1023509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1023514.625000 Penalty: 859.590088
	Iteration 48Q: 3 clusters Score -1023515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1023517.062500 Penalty: 859.590088
	Iteration 49Q: 3 clusters Score -1023517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1023520.375000 Penalty: 859.590088
	Iteration 50Q: 3 clusters Score -1023520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1023527.625000 Penalty: 859.590088
	Iteration 51Q: 3 clusters Score -1023528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1023532.687500 Penalty: 859.590088
	Iteration 52Q: 3 clusters Score -1023533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1023534.187500 Penalty: 859.590088
	Iteration 53Q: 3 clusters Score -1023534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1023534.562500 Penalty: 859.590088
	Iteration 54Q: 3 clusters Score -1023535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1023536.000000 Penalty: 859.590088
	Iteration 55Q: 3 clusters Score -1023536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1023539.062500 Penalty: 859.590088
	Iteration 56Q: 3 clusters Score -1023539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1023540.687500 Penalty: 859.590088
	Iteration 57Q: 3 clusters Score -1023541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1023542.937500 Penalty: 859.590088
	Iteration 58Q: 3 clusters Score -1023543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1023546.687500 Penalty: 859.590088
	Iteration 59Q: 3 clusters Score -1023547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1023550.562500 Penalty: 859.590088
	Iteration 60F: 3 clusters Score -1023551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1023552.812500 Penalty: 859.590088
	Iteration 61Q: 3 clusters Score -1023553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1023553.437500 Penalty: 859.590088
	Iteration 62Q: 3 clusters Score -1023553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1023554.187500 Penalty: 859.590088
	Iteration 63Q: 3 clusters Score -1023554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1023554.812500 Penalty: 859.590088
	Iteration 64Q: 3 clusters Score -1023555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1023555.500000 Penalty: 859.590088
	Iteration 65Q: 3 clusters Score -1023556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1023557.187500 Penalty: 859.590088
	Iteration 66Q: 3 clusters Score -1023557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1023555.437500 Penalty: 859.590088
	Iteration 67Q: 3 clusters Score -1023555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1023555.375000 Penalty: 859.590088
	Iteration 68Q: 3 clusters Score -1023555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1023553.812500 Penalty: 859.590088
	Iteration 69Q: 3 clusters Score -1023554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1023555.750000 Penalty: 859.590088
	Iteration 70Q: 3 clusters Score -1023556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1023555.312500 Penalty: 859.590088
	Iteration 71Q: 3 clusters Score -1023555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1023554.937500 Penalty: 859.590088
	Iteration 72Q: 3 clusters Score -1023555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1023553.125000 Penalty: 859.590088
	Iteration 73Q: 3 clusters Score -1023553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1023553.000000 Penalty: 859.590088
	Iteration 74Q: 3 clusters Score -1023553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1023555.812500 Penalty: 859.590088
	Iteration 75Q: 3 clusters Score -1023556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1023557.500000 Penalty: 859.590088
	Iteration 76Q: 3 clusters Score -1023558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1023557.875000 Penalty: 859.590088
	Iteration 77Q: 3 clusters Score -1023558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1023554.125000 Penalty: 859.590088
	Iteration 78Q: 3 clusters Score -1023554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1023555.562500 Penalty: 859.590088
	Iteration 79Q: 3 clusters Score -1023556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1023557.375000 Penalty: 859.590088
	Iteration 80F: 3 clusters Score -1023557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1023560.250000 Penalty: 859.590088
	Iteration 81Q: 3 clusters Score -1023560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1023571.312500 Penalty: 859.590088
	Iteration 82Q: 3 clusters Score -1023571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1023576.312500 Penalty: 859.590088
	Iteration 83Q: 3 clusters Score -1023576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1023577.937500 Penalty: 859.590088
	Iteration 84Q: 3 clusters Score -1023578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1023583.875000 Penalty: 859.590088
	Iteration 85Q: 3 clusters Score -1023584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1023586.250000 Penalty: 859.590088
	Iteration 86Q: 3 clusters Score -1023586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1023593.000000 Penalty: 859.590088
	Iteration 87Q: 3 clusters Score -1023593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1023598.812500 Penalty: 859.590088
	Iteration 88Q: 3 clusters Score -1023599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1023601.062500 Penalty: 859.590088
	Iteration 89Q: 3 clusters Score -1023601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1023601.937500 Penalty: 859.590088
	Iteration 90Q: 3 clusters Score -1023602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1023606.187500 Penalty: 859.590088
	Iteration 91Q: 3 clusters Score -1023606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1023609.875000 Penalty: 859.590088
	Iteration 92Q: 3 clusters Score -1023610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1023611.625000 Penalty: 859.590088
	Iteration 93Q: 3 clusters Score -1023612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1023612.312500 Penalty: 859.590088
	Iteration 94Q: 3 clusters Score -1023612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1023614.187500 Penalty: 859.590088
	Iteration 95Q: 3 clusters Score -1023614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1023617.187500 Penalty: 859.590088
	Iteration 96Q: 3 clusters Score -1023617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1023619.937500 Penalty: 859.590088
	Iteration 97Q: 3 clusters Score -1023620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1023625.812500 Penalty: 859.590088
	Iteration 98Q: 3 clusters Score -1023626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1023630.750000 Penalty: 859.590088
	Iteration 99Q: 3 clusters Score -1023631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1023635.812500 Penalty: 859.590088
	Iteration 100F: 3 clusters Score -1023636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1023638.437500 Penalty: 859.590088
	Iteration 101Q: 3 clusters Score -1023638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1023640.875000 Penalty: 859.590088
	Iteration 102Q: 3 clusters Score -1023641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1023638.937500 Penalty: 859.590088
	Iteration 103Q: 3 clusters Score -1023639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1023642.312500 Penalty: 859.590088
	Iteration 104Q: 3 clusters Score -1023642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1023642.500000 Penalty: 859.590088
	Iteration 105Q: 3 clusters Score -1023642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1023643.875000 Penalty: 859.590088
	Iteration 106Q: 3 clusters Score -1023644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1023645.625000 Penalty: 859.590088
	Iteration 107Q: 3 clusters Score -1023646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1023649.000000 Penalty: 859.590088
	Iteration 108Q: 3 clusters Score -1023649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1023653.750000 Penalty: 859.590088
	Iteration 109Q: 3 clusters Score -1023654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1023656.500000 Penalty: 859.590088
	Iteration 110Q: 3 clusters Score -1023656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1023656.750000 Penalty: 859.590088
	Iteration 111Q: 3 clusters Score -1023657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1023657.437500 Penalty: 859.590088
	Iteration 112Q: 3 clusters Score -1023657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1023658.562500 Penalty: 859.590088
	Iteration 113Q: 3 clusters Score -1023659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1023661.000000 Penalty: 859.590088
	Iteration 114Q: 3 clusters Score -1023661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1023664.750000 Penalty: 859.590088
	Iteration 115Q: 3 clusters Score -1023665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1023667.625000 Penalty: 859.590088
	Iteration 116Q: 3 clusters Score -1023668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1023668.250000 Penalty: 859.590088
	Iteration 117Q: 3 clusters Score -1023668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1023668.000000 Penalty: 859.590088
	Iteration 118Q: 3 clusters Score -1023668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1023669.437500 Penalty: 859.590088
	Iteration 119Q: 3 clusters Score -1023669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1023670.375000 Penalty: 859.590088
	Iteration 120F: 3 clusters Score -1023670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -234383.593750 Penalty: 366.869354
	Iteration 0F: 2 clusters Score -234383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -232179.250000 Penalty: 733.738708
	Iteration 0F: 3 clusters Score -232179.2 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -232983.640625 Penalty: 733.738708
	Iteration 1F: 3 clusters Score -232983.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -233126.250000 Penalty: 733.738708
	Iteration 2F: 3 clusters Score -233126.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -233227.656250 Penalty: 733.738708
	Iteration 3F: 3 clusters Score -233227.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -233326.906250 Penalty: 733.738708
	Iteration 4F: 3 clusters Score -233326.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -233430.562500 Penalty: 733.738708
	Iteration 5F: 3 clusters Score -233430.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -233520.109375 Penalty: 733.738708
	Iteration 6F: 3 clusters Score -233520.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -233602.968750 Penalty: 733.738708
	Iteration 7Q: 3 clusters Score -233603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233669.640625 Penalty: 733.738708
	Iteration 8Q: 3 clusters Score -233669.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233723.171875 Penalty: 733.738708
	Iteration 9Q: 3 clusters Score -233723.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -233767.593750 Penalty: 733.738708
	Iteration 10Q: 3 clusters Score -233767.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -233796.468750 Penalty: 733.738708
	Iteration 11Q: 3 clusters Score -233796.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233824.718750 Penalty: 733.738708
	Iteration 12Q: 3 clusters Score -233824.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -233848.890625 Penalty: 733.738708
	Iteration 13Q: 3 clusters Score -233848.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -233870.546875 Penalty: 733.738708
	Iteration 14Q: 3 clusters Score -233870.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -233887.406250 Penalty: 733.738708
	Iteration 15Q: 3 clusters Score -233887.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -233899.328125 Penalty: 733.738708
	Iteration 16Q: 3 clusters Score -233899.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -233907.203125 Penalty: 733.738708
	Iteration 17Q: 3 clusters Score -233907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233911.109375 Penalty: 733.738708
	Iteration 18Q: 3 clusters Score -233911.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -233916.187500 Penalty: 733.738708
	Iteration 19Q: 3 clusters Score -233916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -233922.406250 Penalty: 733.738708
	Iteration 20F: 3 clusters Score -233922.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233927.765625 Penalty: 733.738708
	Iteration 21Q: 3 clusters Score -233927.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -233933.937500 Penalty: 733.738708
	Iteration 22Q: 3 clusters Score -233933.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -233940.906250 Penalty: 733.738708
	Iteration 23Q: 3 clusters Score -233940.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -233946.031250 Penalty: 733.738708
	Iteration 24Q: 3 clusters Score -233946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233951.046875 Penalty: 733.738708
	Iteration 25Q: 3 clusters Score -233951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233952.828125 Penalty: 733.738708
	Iteration 26Q: 3 clusters Score -233952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -233954.468750 Penalty: 733.738708
	Iteration 27Q: 3 clusters Score -233954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233955.812500 Penalty: 733.738708
	Iteration 28Q: 3 clusters Score -233955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -233958.343750 Penalty: 733.738708
	Iteration 29Q: 3 clusters Score -233958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -233959.921875 Penalty: 733.738708
	Iteration 30Q: 3 clusters Score -233959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233960.265625 Penalty: 733.738708
	Iteration 31Q: 3 clusters Score -233960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233960.265625 Penalty: 733.738708
	Iteration 32F: 3 clusters Score -233960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9901.516602 Penalty: 229.181335
	Iteration 0F: 2 clusters Score -9901.517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9683.298828 Penalty: 458.362671
	Iteration 0F: 3 clusters Score -9683.299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9757.602539 Penalty: 458.362671
	Iteration 1F: 3 clusters Score -9757.603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9783.896484 Penalty: 458.362671
	Iteration 2F: 3 clusters Score -9783.896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -9807.916016 Penalty: 458.362671
	Iteration 3F: 3 clusters Score -9807.916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -9812.035156 Penalty: 458.362671
	Iteration 4Q: 3 clusters Score -9812.035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9813.256836 Penalty: 458.362671
	Iteration 5Q: 3 clusters Score -9813.257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9813.256836 Penalty: 458.362671
	Iteration 6F: 3 clusters Score -9813.257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Entering Unmasked Estep 
Score: -2942980.750000 Penalty: 478.276306
	Iteration 0F: 2 clusters Score -2942981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2920333.000000 Penalty: 956.552612
	Iteration 0F: 3 clusters Score -2920333 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2931153.000000 Penalty: 956.552612
	Iteration 1F: 3 clusters Score -2931153 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2931993.750000 Penalty: 956.552612
	Iteration 2Q: 3 clusters Score -2931994 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2933386.000000 Penalty: 956.552612
	Iteration 3F: 3 clusters Score -2933386 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2935376.500000 Penalty: 956.552612
	Iteration 4F: 3 clusters Score -2935376 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2937464.750000 Penalty: 956.552612
	Iteration 5F: 3 clusters Score -2937465 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2938626.000000 Penalty: 956.552612
	Iteration 6F: 3 clusters Score -2938626 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2939185.750000 Penalty: 956.552612
	Iteration 7Q: 3 clusters Score -2939186 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2939547.000000 Penalty: 956.552612
	Iteration 8Q: 3 clusters Score -2939547 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2939854.500000 Penalty: 956.552612
	Iteration 9Q: 3 clusters Score -2939854 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2940157.000000 Penalty: 956.552612
	Iteration 10Q: 3 clusters Score -2940157 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2940475.250000 Penalty: 956.552612
	Iteration 11Q: 3 clusters Score -2940475 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2940794.250000 Penalty: 956.552612
	Iteration 12Q: 3 clusters Score -2940794 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2941062.750000 Penalty: 956.552612
	Iteration 13Q: 3 clusters Score -2941063 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2941312.500000 Penalty: 956.552612
	Iteration 14Q: 3 clusters Score -2941312 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2941485.250000 Penalty: 956.552612
	Iteration 15Q: 3 clusters Score -2941485 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2941651.000000 Penalty: 956.552612
	Iteration 16Q: 3 clusters Score -2941651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2941775.750000 Penalty: 956.552612
	Iteration 17Q: 3 clusters Score -2941776 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2941874.500000 Penalty: 956.552612
	Iteration 18Q: 3 clusters Score -2941874 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2941947.500000 Penalty: 956.552612
	Iteration 19Q: 3 clusters Score -2941948 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2942019.000000 Penalty: 956.552612
	Iteration 20F: 3 clusters Score -2942019 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2942067.500000 Penalty: 956.552612
	Iteration 21Q: 3 clusters Score -2942068 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2942086.250000 Penalty: 956.552612
	Iteration 22Q: 3 clusters Score -2942086 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2942119.500000 Penalty: 956.552612
	Iteration 23Q: 3 clusters Score -2942120 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2942164.000000 Penalty: 956.552612
	Iteration 24Q: 3 clusters Score -2942164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2942215.750000 Penalty: 956.552612
	Iteration 25Q: 3 clusters Score -2942216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2942240.000000 Penalty: 956.552612
	Iteration 26Q: 3 clusters Score -2942240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2942267.500000 Penalty: 956.552612
	Iteration 27Q: 3 clusters Score -2942268 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2942317.000000 Penalty: 956.552612
	Iteration 28Q: 3 clusters Score -2942317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2942319.500000 Penalty: 956.552612
	Iteration 29Q: 3 clusters Score -2942320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2942338.250000 Penalty: 956.552612
	Iteration 30Q: 3 clusters Score -2942338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2942352.750000 Penalty: 956.552612
	Iteration 31Q: 3 clusters Score -2942353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2942393.750000 Penalty: 956.552612
	Iteration 32Q: 3 clusters Score -2942394 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2942405.500000 Penalty: 956.552612
	Iteration 33Q: 3 clusters Score -2942406 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2942439.500000 Penalty: 956.552612
	Iteration 34Q: 3 clusters Score -2942440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2942487.000000 Penalty: 956.552612
	Iteration 35Q: 3 clusters Score -2942487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2942503.500000 Penalty: 956.552612
	Iteration 36Q: 3 clusters Score -2942504 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2942535.000000 Penalty: 956.552612
	Iteration 37Q: 3 clusters Score -2942535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2942572.500000 Penalty: 956.552612
	Iteration 38Q: 3 clusters Score -2942572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2942611.750000 Penalty: 956.552612
	Iteration 39Q: 3 clusters Score -2942612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2942645.000000 Penalty: 956.552612
	Iteration 40F: 3 clusters Score -2942645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2942663.750000 Penalty: 956.552612
	Iteration 41Q: 3 clusters Score -2942664 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2942706.750000 Penalty: 956.552612
	Iteration 42Q: 3 clusters Score -2942707 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2942740.750000 Penalty: 956.552612
	Iteration 43Q: 3 clusters Score -2942741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2942771.250000 Penalty: 956.552612
	Iteration 44Q: 3 clusters Score -2942771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2942804.000000 Penalty: 956.552612
	Iteration 45Q: 3 clusters Score -2942804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2942833.000000 Penalty: 956.552612
	Iteration 46Q: 3 clusters Score -2942833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2942854.750000 Penalty: 956.552612
	Iteration 47Q: 3 clusters Score -2942855 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2942867.750000 Penalty: 956.552612
	Iteration 48Q: 3 clusters Score -2942868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2942877.500000 Penalty: 956.552612
	Iteration 49Q: 3 clusters Score -2942878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2942892.250000 Penalty: 956.552612
	Iteration 50Q: 3 clusters Score -2942892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2942913.000000 Penalty: 956.552612
	Iteration 51Q: 3 clusters Score -2942913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2942934.500000 Penalty: 956.552612
	Iteration 52Q: 3 clusters Score -2942934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2942941.000000 Penalty: 956.552612
	Iteration 53Q: 3 clusters Score -2942941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2942938.250000 Penalty: 956.552612
	Iteration 54Q: 3 clusters Score -2942938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2942939.500000 Penalty: 956.552612
	Iteration 55Q: 3 clusters Score -2942940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2942938.500000 Penalty: 956.552612
	Iteration 56Q: 3 clusters Score -2942938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2942944.750000 Penalty: 956.552612
	Iteration 57Q: 3 clusters Score -2942945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2942949.500000 Penalty: 956.552612
	Iteration 58Q: 3 clusters Score -2942950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2942937.500000 Penalty: 956.552612
	Iteration 59Q: 3 clusters Score -2942938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2942932.250000 Penalty: 956.552612
	Iteration 60F: 3 clusters Score -2942932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2942941.000000 Penalty: 956.552612
	Iteration 61Q: 3 clusters Score -2942941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2942935.250000 Penalty: 956.552612
	Iteration 62Q: 3 clusters Score -2942935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2942934.500000 Penalty: 956.552612
	Iteration 63Q: 3 clusters Score -2942934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2942936.750000 Penalty: 956.552612
	Iteration 64Q: 3 clusters Score -2942937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2942940.750000 Penalty: 956.552612
	Iteration 65Q: 3 clusters Score -2942941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2942943.500000 Penalty: 956.552612
	Iteration 66Q: 3 clusters Score -2942944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2942942.750000 Penalty: 956.552612
	Iteration 67Q: 3 clusters Score -2942943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2942933.000000 Penalty: 956.552612
	Iteration 68Q: 3 clusters Score -2942933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2942938.750000 Penalty: 956.552612
	Iteration 69Q: 3 clusters Score -2942939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2942947.750000 Penalty: 956.552612
	Iteration 70Q: 3 clusters Score -2942948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2942956.750000 Penalty: 956.552612
	Iteration 71Q: 3 clusters Score -2942957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2942947.500000 Penalty: 956.552612
	Iteration 72Q: 3 clusters Score -2942948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2942945.500000 Penalty: 956.552612
	Iteration 73Q: 3 clusters Score -2942946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2942944.750000 Penalty: 956.552612
	Iteration 74Q: 3 clusters Score -2942945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2942945.000000 Penalty: 956.552612
	Iteration 75Q: 3 clusters Score -2942945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2942936.500000 Penalty: 956.552612
	Iteration 76Q: 3 clusters Score -2942936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2942943.250000 Penalty: 956.552612
	Iteration 77Q: 3 clusters Score -2942943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2942943.500000 Penalty: 956.552612
	Iteration 78Q: 3 clusters Score -2942944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2942960.250000 Penalty: 956.552612
	Iteration 79Q: 3 clusters Score -2942960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2942962.750000 Penalty: 956.552612
	Iteration 80F: 3 clusters Score -2942963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2942955.250000 Penalty: 956.552612
	Iteration 81Q: 3 clusters Score -2942955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2942961.750000 Penalty: 956.552612
	Iteration 82Q: 3 clusters Score -2942962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2942955.500000 Penalty: 956.552612
	Iteration 83Q: 3 clusters Score -2942956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2942951.500000 Penalty: 956.552612
	Iteration 84Q: 3 clusters Score -2942952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2942947.000000 Penalty: 956.552612
	Iteration 85Q: 3 clusters Score -2942947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2942944.750000 Penalty: 956.552612
	Iteration 86Q: 3 clusters Score -2942945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2942943.250000 Penalty: 956.552612
	Iteration 87Q: 3 clusters Score -2942943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2942949.250000 Penalty: 956.552612
	Iteration 88Q: 3 clusters Score -2942949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2942946.750000 Penalty: 956.552612
	Iteration 89Q: 3 clusters Score -2942947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2942945.000000 Penalty: 956.552612
	Iteration 90Q: 3 clusters Score -2942945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2942947.000000 Penalty: 956.552612
	Iteration 91Q: 3 clusters Score -2942947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2942942.500000 Penalty: 956.552612
	Iteration 92Q: 3 clusters Score -2942942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2942942.500000 Penalty: 956.552612
	Iteration 93Q: 3 clusters Score -2942942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2942946.000000 Penalty: 956.552612
	Iteration 94Q: 3 clusters Score -2942946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2942939.000000 Penalty: 956.552612
	Iteration 95Q: 3 clusters Score -2942939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2942943.000000 Penalty: 956.552612
	Iteration 96Q: 3 clusters Score -2942943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2942942.500000 Penalty: 956.552612
	Iteration 97Q: 3 clusters Score -2942942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2942945.250000 Penalty: 956.552612
	Iteration 98Q: 3 clusters Score -2942945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2942947.250000 Penalty: 956.552612
	Iteration 99Q: 3 clusters Score -2942947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2942951.750000 Penalty: 956.552612
	Iteration 100F: 3 clusters Score -2942952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2942953.000000 Penalty: 956.552612
	Iteration 101Q: 3 clusters Score -2942953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2942952.000000 Penalty: 956.552612
	Iteration 102Q: 3 clusters Score -2942952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2942948.750000 Penalty: 956.552612
	Iteration 103Q: 3 clusters Score -2942949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2942949.000000 Penalty: 956.552612
	Iteration 104Q: 3 clusters Score -2942949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2942949.000000 Penalty: 956.552612
	Iteration 105F: 3 clusters Score -2942949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -41472.582031 Penalty: 290.603027
	Iteration 0F: 2 clusters Score -41472.58 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 286 members 
Entering Unmasked Estep 
Score: -40917.882812 Penalty: 581.206055
	Iteration 0F: 3 clusters Score -40917.88 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41127.660156 Penalty: 581.206055
	Iteration 1F: 3 clusters Score -41127.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41224.324219 Penalty: 581.206055
	Iteration 2F: 3 clusters Score -41224.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41284.449219 Penalty: 581.206055
	Iteration 3F: 3 clusters Score -41284.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41319.960938 Penalty: 581.206055
	Iteration 4F: 3 clusters Score -41319.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41331.074219 Penalty: 581.206055
	Iteration 5Q: 3 clusters Score -41331.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41337.820312 Penalty: 581.206055
	Iteration 6Q: 3 clusters Score -41337.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41343.128906 Penalty: 581.206055
	Iteration 7Q: 3 clusters Score -41343.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41344.738281 Penalty: 581.206055
	Iteration 8Q: 3 clusters Score -41344.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41345.570312 Penalty: 581.206055
	Iteration 9Q: 3 clusters Score -41345.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41346.273438 Penalty: 581.206055
	Iteration 10Q: 3 clusters Score -41346.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41346.273438 Penalty: 581.206055
	Iteration 11F: 3 clusters Score -41346.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -93259.664062 Penalty: 325.034607
	Iteration 0F: 2 clusters Score -93259.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92309.617188 Penalty: 650.069214
	Iteration 0F: 3 clusters Score -92309.62 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92576.367188 Penalty: 650.069214
	Iteration 1F: 3 clusters Score -92576.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92619.960938 Penalty: 650.069214
	Iteration 2F: 3 clusters Score -92619.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92664.367188 Penalty: 650.069214
	Iteration 3Q: 3 clusters Score -92664.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -92703.632812 Penalty: 650.069214
	Iteration 4Q: 3 clusters Score -92703.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92749.507812 Penalty: 650.069214
	Iteration 5Q: 3 clusters Score -92749.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -92807.484375 Penalty: 650.069214
	Iteration 6F: 3 clusters Score -92807.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -92853.593750 Penalty: 650.069214
	Iteration 7F: 3 clusters Score -92853.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92899.593750 Penalty: 650.069214
	Iteration 8Q: 3 clusters Score -92899.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92947.437500 Penalty: 650.069214
	Iteration 9Q: 3 clusters Score -92947.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -92983.218750 Penalty: 650.069214
	Iteration 10Q: 3 clusters Score -92983.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93004.078125 Penalty: 650.069214
	Iteration 11Q: 3 clusters Score -93004.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93018.476562 Penalty: 650.069214
	Iteration 12Q: 3 clusters Score -93018.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -93029.296875 Penalty: 650.069214
	Iteration 13Q: 3 clusters Score -93029.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -93032.351562 Penalty: 650.069214
	Iteration 14Q: 3 clusters Score -93032.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -93037.031250 Penalty: 650.069214
	Iteration 15Q: 3 clusters Score -93037.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -93038.765625 Penalty: 650.069214
	Iteration 16Q: 3 clusters Score -93038.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -93039.984375 Penalty: 650.069214
	Iteration 17Q: 3 clusters Score -93039.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93042.250000 Penalty: 650.069214
	Iteration 18Q: 3 clusters Score -93042.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -93043.695312 Penalty: 650.069214
	Iteration 19Q: 3 clusters Score -93043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -93045.562500 Penalty: 650.069214
	Iteration 20F: 3 clusters Score -93045.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -93047.757812 Penalty: 650.069214
	Iteration 21Q: 3 clusters Score -93047.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93049.187500 Penalty: 650.069214
	Iteration 22Q: 3 clusters Score -93049.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93050.453125 Penalty: 650.069214
	Iteration 23Q: 3 clusters Score -93050.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93051.140625 Penalty: 650.069214
	Iteration 24Q: 3 clusters Score -93051.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -93051.140625 Penalty: 650.069214
	Iteration 25F: 3 clusters Score -93051.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -466258.156250 Penalty: 395.576965
	Iteration 0F: 2 clusters Score -466258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -462184.218750 Penalty: 791.153931
	Iteration 0F: 3 clusters Score -462184.2 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -463740.781250 Penalty: 791.153931
	Iteration 1F: 3 clusters Score -463740.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -463881.250000 Penalty: 791.153931
	Iteration 2F: 3 clusters Score -463881.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -464012.562500 Penalty: 791.153931
	Iteration 3Q: 3 clusters Score -464012.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -464176.593750 Penalty: 791.153931
	Iteration 4Q: 3 clusters Score -464176.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -464391.406250 Penalty: 791.153931
	Iteration 5Q: 3 clusters Score -464391.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -464675.656250 Penalty: 791.153931
	Iteration 6F: 3 clusters Score -464675.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -464947.187500 Penalty: 791.153931
	Iteration 7F: 3 clusters Score -464947.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -465159.812500 Penalty: 791.153931
	Iteration 8F: 3 clusters Score -465159.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -465304.656250 Penalty: 791.153931
	Iteration 9Q: 3 clusters Score -465304.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -465396.562500 Penalty: 791.153931
	Iteration 10Q: 3 clusters Score -465396.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -465470.687500 Penalty: 791.153931
	Iteration 11Q: 3 clusters Score -465470.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -465521.218750 Penalty: 791.153931
	Iteration 12Q: 3 clusters Score -465521.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -465552.812500 Penalty: 791.153931
	Iteration 13Q: 3 clusters Score -465552.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -465583.531250 Penalty: 791.153931
	Iteration 14Q: 3 clusters Score -465583.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -465613.125000 Penalty: 791.153931
	Iteration 15Q: 3 clusters Score -465613.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -465637.125000 Penalty: 791.153931
	Iteration 16Q: 3 clusters Score -465637.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -465664.218750 Penalty: 791.153931
	Iteration 17Q: 3 clusters Score -465664.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -465689.843750 Penalty: 791.153931
	Iteration 18Q: 3 clusters Score -465689.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -465715.968750 Penalty: 791.153931
	Iteration 19Q: 3 clusters Score -465716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -465734.875000 Penalty: 791.153931
	Iteration 20F: 3 clusters Score -465734.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -465757.468750 Penalty: 791.153931
	Iteration 21Q: 3 clusters Score -465757.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -465782.156250 Penalty: 791.153931
	Iteration 22Q: 3 clusters Score -465782.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -465798.593750 Penalty: 791.153931
	Iteration 23Q: 3 clusters Score -465798.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -465807.000000 Penalty: 791.153931
	Iteration 24Q: 3 clusters Score -465807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -465812.968750 Penalty: 791.153931
	Iteration 25Q: 3 clusters Score -465813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -465816.687500 Penalty: 791.153931
	Iteration 26Q: 3 clusters Score -465816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -465821.156250 Penalty: 791.153931
	Iteration 27Q: 3 clusters Score -465821.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -465824.250000 Penalty: 791.153931
	Iteration 28Q: 3 clusters Score -465824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -465824.937500 Penalty: 791.153931
	Iteration 29Q: 3 clusters Score -465824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -465824.531250 Penalty: 791.153931
	Iteration 30Q: 3 clusters Score -465824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -465824.531250 Penalty: 791.153931
	Iteration 31F: 3 clusters Score -465824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -16484.707031 Penalty: 261.014038
	Iteration 0F: 2 clusters Score -16484.71 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 165 members 
Entering Unmasked Estep 
Score: -16103.568359 Penalty: 522.028076
	Iteration 0F: 3 clusters Score -16103.57 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -16221.843750 Penalty: 522.028076
	Iteration 1F: 3 clusters Score -16221.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -16262.088867 Penalty: 522.028076
	Iteration 2F: 3 clusters Score -16262.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16283.102539 Penalty: 522.028076
	Iteration 3F: 3 clusters Score -16283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -16289.622070 Penalty: 522.028076
	Iteration 4Q: 3 clusters Score -16289.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16298.142578 Penalty: 522.028076
	Iteration 5Q: 3 clusters Score -16298.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16302.930664 Penalty: 522.028076
	Iteration 6Q: 3 clusters Score -16302.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -16305.063477 Penalty: 522.028076
	Iteration 7Q: 3 clusters Score -16305.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16307.832031 Penalty: 522.028076
	Iteration 8Q: 3 clusters Score -16307.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16308.025391 Penalty: 522.028076
	Iteration 9Q: 3 clusters Score -16308.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16308.025391 Penalty: 522.028076
	Iteration 10F: 3 clusters Score -16308.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -24335.617188 Penalty: 270.754242
	Iteration 0F: 2 clusters Score -24335.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23944.541016 Penalty: 541.508484
	Iteration 0F: 3 clusters Score -23944.54 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24087.554688 Penalty: 541.508484
	Iteration 1F: 3 clusters Score -24087.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24130.025391 Penalty: 541.508484
	Iteration 2F: 3 clusters Score -24130.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24146.664062 Penalty: 541.508484
	Iteration 3Q: 3 clusters Score -24146.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24163.582031 Penalty: 541.508484
	Iteration 4Q: 3 clusters Score -24163.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24183.042969 Penalty: 541.508484
	Iteration 5Q: 3 clusters Score -24183.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24199.324219 Penalty: 541.508484
	Iteration 6Q: 3 clusters Score -24199.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24224.876953 Penalty: 541.508484
	Iteration 7Q: 3 clusters Score -24224.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24239.179688 Penalty: 541.508484
	Iteration 8Q: 3 clusters Score -24239.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24249.261719 Penalty: 541.508484
	Iteration 9Q: 3 clusters Score -24249.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24250.517578 Penalty: 541.508484
	Iteration 10Q: 3 clusters Score -24250.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24251.056641 Penalty: 541.508484
	Iteration 11Q: 3 clusters Score -24251.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24252.804688 Penalty: 541.508484
	Iteration 12Q: 3 clusters Score -24252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24255.337891 Penalty: 541.508484
	Iteration 13Q: 3 clusters Score -24255.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24255.585938 Penalty: 541.508484
	Iteration 14Q: 3 clusters Score -24255.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24256.093750 Penalty: 541.508484
	Iteration 15Q: 3 clusters Score -24256.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24256.093750 Penalty: 541.508484
	Iteration 16F: 3 clusters Score -24256.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -10972.763672 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -10972.76 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 112 members 
Entering Unmasked Estep 
Score: -10695.199219 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -10695.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -10819.051758 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -10819.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10855.920898 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -10855.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10879.266602 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -10879.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10892.432617 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -10892.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -10899.283203 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -10899.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10900.251953 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -10900.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10900.251953 Penalty: 496.434235
	Iteration 7F: 3 clusters Score -10900.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Entering Unmasked Estep 
Score: -403337.312500 Penalty: 393.165619
	Iteration 0F: 2 clusters Score -403337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -399528.625000 Penalty: 786.331238
	Iteration 0F: 3 clusters Score -399528.6 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -401105.656250 Penalty: 786.331238
	Iteration 1F: 3 clusters Score -401105.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -401395.750000 Penalty: 786.331238
	Iteration 2F: 3 clusters Score -401395.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -401719.218750 Penalty: 786.331238
	Iteration 3F: 3 clusters Score -401719.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -402043.218750 Penalty: 786.331238
	Iteration 4F: 3 clusters Score -402043.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -402373.375000 Penalty: 786.331238
	Iteration 5F: 3 clusters Score -402373.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -402628.187500 Penalty: 786.331238
	Iteration 6F: 3 clusters Score -402628.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -402824.062500 Penalty: 786.331238
	Iteration 7Q: 3 clusters Score -402824.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -402939.906250 Penalty: 786.331238
	Iteration 8Q: 3 clusters Score -402939.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -402997.437500 Penalty: 786.331238
	Iteration 9Q: 3 clusters Score -402997.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -403034.937500 Penalty: 786.331238
	Iteration 10Q: 3 clusters Score -403034.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -403061.281250 Penalty: 786.331238
	Iteration 11Q: 3 clusters Score -403061.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -403070.375000 Penalty: 786.331238
	Iteration 12Q: 3 clusters Score -403070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -403075.281250 Penalty: 786.331238
	Iteration 13Q: 3 clusters Score -403075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -403075.218750 Penalty: 786.331238
	Iteration 14Q: 3 clusters Score -403075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -403075.531250 Penalty: 786.331238
	Iteration 15Q: 3 clusters Score -403075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -403077.906250 Penalty: 786.331238
	Iteration 16Q: 3 clusters Score -403077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -403077.906250 Penalty: 786.331238
	Iteration 17F: 3 clusters Score -403077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Entering Unmasked Estep 
Score: -1902869.875000 Penalty: 458.343506
	Iteration 0F: 2 clusters Score -1902870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1887278.000000 Penalty: 916.687012
	Iteration 0F: 3 clusters Score -1887278 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1894091.250000 Penalty: 916.687012
	Iteration 1F: 3 clusters Score -1894091 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1894804.250000 Penalty: 916.687012
	Iteration 2F: 3 clusters Score -1894804 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1896044.125000 Penalty: 916.687012
	Iteration 3F: 3 clusters Score -1896044 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1897782.625000 Penalty: 916.687012
	Iteration 4F: 3 clusters Score -1897783 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1899692.375000 Penalty: 916.687012
	Iteration 5F: 3 clusters Score -1899692 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1901009.125000 Penalty: 916.687012
	Iteration 6F: 3 clusters Score -1901009 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1901679.875000 Penalty: 916.687012
	Iteration 7Q: 3 clusters Score -1901680 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1901974.250000 Penalty: 916.687012
	Iteration 8Q: 3 clusters Score -1901974 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1902109.625000 Penalty: 916.687012
	Iteration 9Q: 3 clusters Score -1902110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1902189.500000 Penalty: 916.687012
	Iteration 10Q: 3 clusters Score -1902190 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1902238.000000 Penalty: 916.687012
	Iteration 11Q: 3 clusters Score -1902238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1902260.000000 Penalty: 916.687012
	Iteration 12Q: 3 clusters Score -1902260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1902279.625000 Penalty: 916.687012
	Iteration 13Q: 3 clusters Score -1902280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1902297.500000 Penalty: 916.687012
	Iteration 14Q: 3 clusters Score -1902298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1902307.875000 Penalty: 916.687012
	Iteration 15Q: 3 clusters Score -1902308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1902316.125000 Penalty: 916.687012
	Iteration 16Q: 3 clusters Score -1902316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1902327.875000 Penalty: 916.687012
	Iteration 17Q: 3 clusters Score -1902328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1902335.750000 Penalty: 916.687012
	Iteration 18Q: 3 clusters Score -1902336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1902336.500000 Penalty: 916.687012
	Iteration 19Q: 3 clusters Score -1902336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1902341.125000 Penalty: 916.687012
	Iteration 20F: 3 clusters Score -1902341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1902345.250000 Penalty: 916.687012
	Iteration 21Q: 3 clusters Score -1902345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1902344.625000 Penalty: 916.687012
	Iteration 22Q: 3 clusters Score -1902345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1902349.375000 Penalty: 916.687012
	Iteration 23Q: 3 clusters Score -1902349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1902352.875000 Penalty: 916.687012
	Iteration 24Q: 3 clusters Score -1902353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1902357.250000 Penalty: 916.687012
	Iteration 25Q: 3 clusters Score -1902357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1902361.000000 Penalty: 916.687012
	Iteration 26Q: 3 clusters Score -1902361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1902358.875000 Penalty: 916.687012
	Iteration 27Q: 3 clusters Score -1902359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1902364.750000 Penalty: 916.687012
	Iteration 28Q: 3 clusters Score -1902365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1902365.125000 Penalty: 916.687012
	Iteration 29Q: 3 clusters Score -1902365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1902365.625000 Penalty: 916.687012
	Iteration 30Q: 3 clusters Score -1902366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1902367.875000 Penalty: 916.687012
	Iteration 31Q: 3 clusters Score -1902368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1902369.625000 Penalty: 916.687012
	Iteration 32Q: 3 clusters Score -1902370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1902372.000000 Penalty: 916.687012
	Iteration 33Q: 3 clusters Score -1902372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1902373.125000 Penalty: 916.687012
	Iteration 34Q: 3 clusters Score -1902373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1902373.750000 Penalty: 916.687012
	Iteration 35Q: 3 clusters Score -1902374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1902373.625000 Penalty: 916.687012
	Iteration 36Q: 3 clusters Score -1902374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1902376.625000 Penalty: 916.687012
	Iteration 37Q: 3 clusters Score -1902377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1902378.250000 Penalty: 916.687012
	Iteration 38Q: 3 clusters Score -1902378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1902378.875000 Penalty: 916.687012
	Iteration 39Q: 3 clusters Score -1902379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1902381.250000 Penalty: 916.687012
	Iteration 40F: 3 clusters Score -1902381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1902383.000000 Penalty: 916.687012
	Iteration 41Q: 3 clusters Score -1902383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1902381.875000 Penalty: 916.687012
	Iteration 42Q: 3 clusters Score -1902382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1902381.500000 Penalty: 916.687012
	Iteration 43Q: 3 clusters Score -1902382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1902382.375000 Penalty: 916.687012
	Iteration 44Q: 3 clusters Score -1902382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1902382.000000 Penalty: 916.687012
	Iteration 45Q: 3 clusters Score -1902382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1902382.625000 Penalty: 916.687012
	Iteration 46Q: 3 clusters Score -1902383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1902386.875000 Penalty: 916.687012
	Iteration 47Q: 3 clusters Score -1902387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1902387.625000 Penalty: 916.687012
	Iteration 48Q: 3 clusters Score -1902388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1902388.875000 Penalty: 916.687012
	Iteration 49Q: 3 clusters Score -1902389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1902391.625000 Penalty: 916.687012
	Iteration 50Q: 3 clusters Score -1902392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1902390.000000 Penalty: 916.687012
	Iteration 51Q: 3 clusters Score -1902390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1902393.125000 Penalty: 916.687012
	Iteration 52Q: 3 clusters Score -1902393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1902392.875000 Penalty: 916.687012
	Iteration 53Q: 3 clusters Score -1902393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1902393.875000 Penalty: 916.687012
	Iteration 54Q: 3 clusters Score -1902394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1902393.500000 Penalty: 916.687012
	Iteration 55Q: 3 clusters Score -1902394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1902392.000000 Penalty: 916.687012
	Iteration 56Q: 3 clusters Score -1902392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1902394.250000 Penalty: 916.687012
	Iteration 57Q: 3 clusters Score -1902394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1902395.500000 Penalty: 916.687012
	Iteration 58Q: 3 clusters Score -1902396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1902395.500000 Penalty: 916.687012
	Iteration 59F: 3 clusters Score -1902396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Entering Unmasked Estep 
Score: -2856875.250000 Penalty: 478.656158
	Iteration 0F: 2 clusters Score -2856875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2833184.250000 Penalty: 957.312317
	Iteration 0F: 3 clusters Score -2833184 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2844206.500000 Penalty: 957.312317
	Iteration 1F: 3 clusters Score -2844206 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2845260.500000 Penalty: 957.312317
	Iteration 2F: 3 clusters Score -2845260 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -2847194.750000 Penalty: 957.312317
	Iteration 3F: 3 clusters Score -2847195 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -2849901.000000 Penalty: 957.312317
	Iteration 4F: 3 clusters Score -2849901 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -2852813.250000 Penalty: 957.312317
	Iteration 5F: 3 clusters Score -2852813 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -2855048.750000 Penalty: 957.312317
	Iteration 6F: 3 clusters Score -2855049 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -2856043.250000 Penalty: 957.312317
	Iteration 7Q: 3 clusters Score -2856043 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -2856291.750000 Penalty: 957.312317
	Iteration 8Q: 3 clusters Score -2856292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -2856376.500000 Penalty: 957.312317
	Iteration 9Q: 3 clusters Score -2856376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -2856415.500000 Penalty: 957.312317
	Iteration 10Q: 3 clusters Score -2856416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -2856433.500000 Penalty: 957.312317
	Iteration 11Q: 3 clusters Score -2856434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -2856449.000000 Penalty: 957.312317
	Iteration 12Q: 3 clusters Score -2856449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -2856460.250000 Penalty: 957.312317
	Iteration 13Q: 3 clusters Score -2856460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -2856469.000000 Penalty: 957.312317
	Iteration 14Q: 3 clusters Score -2856469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -2856471.000000 Penalty: 957.312317
	Iteration 15Q: 3 clusters Score -2856471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -2856471.000000 Penalty: 957.312317
	Iteration 16F: 3 clusters Score -2856471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -1753539.500000 Penalty: 454.431549
	Iteration 0F: 2 clusters Score -1753540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1739297.750000 Penalty: 908.863098
	Iteration 0F: 3 clusters Score -1739298 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1745668.500000 Penalty: 908.863098
	Iteration 1F: 3 clusters Score -1745668 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1746486.250000 Penalty: 908.863098
	Iteration 2F: 3 clusters Score -1746486 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1747795.375000 Penalty: 908.863098
	Iteration 3F: 3 clusters Score -1747795 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1749478.875000 Penalty: 908.863098
	Iteration 4F: 3 clusters Score -1749479 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1750900.875000 Penalty: 908.863098
	Iteration 5F: 3 clusters Score -1750901 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1751773.625000 Penalty: 908.863098
	Iteration 6F: 3 clusters Score -1751774 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1752149.375000 Penalty: 908.863098
	Iteration 7Q: 3 clusters Score -1752149 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1752352.250000 Penalty: 908.863098
	Iteration 8Q: 3 clusters Score -1752352 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1752485.375000 Penalty: 908.863098
	Iteration 9Q: 3 clusters Score -1752485 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1752571.250000 Penalty: 908.863098
	Iteration 10Q: 3 clusters Score -1752571 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1752626.375000 Penalty: 908.863098
	Iteration 11Q: 3 clusters Score -1752626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1752685.250000 Penalty: 908.863098
	Iteration 12Q: 3 clusters Score -1752685 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1752754.625000 Penalty: 908.863098
	Iteration 13Q: 3 clusters Score -1752755 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1752801.375000 Penalty: 908.863098
	Iteration 14Q: 3 clusters Score -1752801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1752839.500000 Penalty: 908.863098
	Iteration 15Q: 3 clusters Score -1752840 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1752882.875000 Penalty: 908.863098
	Iteration 16Q: 3 clusters Score -1752883 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1752925.000000 Penalty: 908.863098
	Iteration 17Q: 3 clusters Score -1752925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1752960.250000 Penalty: 908.863098
	Iteration 18Q: 3 clusters Score -1752960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1753011.500000 Penalty: 908.863098
	Iteration 19Q: 3 clusters Score -1753012 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1753050.000000 Penalty: 908.863098
	Iteration 20F: 3 clusters Score -1753050 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1753090.375000 Penalty: 908.863098
	Iteration 21Q: 3 clusters Score -1753090 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1753113.750000 Penalty: 908.863098
	Iteration 22Q: 3 clusters Score -1753114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1753139.000000 Penalty: 908.863098
	Iteration 23Q: 3 clusters Score -1753139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1753162.750000 Penalty: 908.863098
	Iteration 24Q: 3 clusters Score -1753163 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1753183.125000 Penalty: 908.863098
	Iteration 25Q: 3 clusters Score -1753183 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1753195.125000 Penalty: 908.863098
	Iteration 26Q: 3 clusters Score -1753195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1753206.000000 Penalty: 908.863098
	Iteration 27Q: 3 clusters Score -1753206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -1753223.500000 Penalty: 908.863098
	Iteration 28Q: 3 clusters Score -1753224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -1753237.125000 Penalty: 908.863098
	Iteration 29Q: 3 clusters Score -1753237 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1753247.750000 Penalty: 908.863098
	Iteration 30Q: 3 clusters Score -1753248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1753261.625000 Penalty: 908.863098
	Iteration 31Q: 3 clusters Score -1753262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1753279.375000 Penalty: 908.863098
	Iteration 32Q: 3 clusters Score -1753279 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1753304.250000 Penalty: 908.863098
	Iteration 33Q: 3 clusters Score -1753304 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -1753313.250000 Penalty: 908.863098
	Iteration 34Q: 3 clusters Score -1753313 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1753333.375000 Penalty: 908.863098
	Iteration 35Q: 3 clusters Score -1753333 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -1753345.500000 Penalty: 908.863098
	Iteration 36Q: 3 clusters Score -1753346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -1753360.750000 Penalty: 908.863098
	Iteration 37Q: 3 clusters Score -1753361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -1753380.875000 Penalty: 908.863098
	Iteration 38Q: 3 clusters Score -1753381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1753389.625000 Penalty: 908.863098
	Iteration 39Q: 3 clusters Score -1753390 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1753416.250000 Penalty: 908.863098
	Iteration 40F: 3 clusters Score -1753416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1753434.125000 Penalty: 908.863098
	Iteration 41Q: 3 clusters Score -1753434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1753442.125000 Penalty: 908.863098
	Iteration 42Q: 3 clusters Score -1753442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1753463.375000 Penalty: 908.863098
	Iteration 43Q: 3 clusters Score -1753463 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1753470.375000 Penalty: 908.863098
	Iteration 44Q: 3 clusters Score -1753470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -1753485.125000 Penalty: 908.863098
	Iteration 45Q: 3 clusters Score -1753485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -1753501.500000 Penalty: 908.863098
	Iteration 46Q: 3 clusters Score -1753502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1753516.875000 Penalty: 908.863098
	Iteration 47Q: 3 clusters Score -1753517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1753529.500000 Penalty: 908.863098
	Iteration 48Q: 3 clusters Score -1753530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1753537.625000 Penalty: 908.863098
	Iteration 49Q: 3 clusters Score -1753538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -1753548.750000 Penalty: 908.863098
	Iteration 50Q: 3 clusters Score -1753549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1753554.375000 Penalty: 908.863098
	Iteration 51Q: 3 clusters Score -1753554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -1753559.875000 Penalty: 908.863098
	Iteration 52Q: 3 clusters Score -1753560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1753575.375000 Penalty: 908.863098
	Iteration 53Q: 3 clusters Score -1753575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -1753579.625000 Penalty: 908.863098
	Iteration 54Q: 3 clusters Score -1753580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -1753584.750000 Penalty: 908.863098
	Iteration 55Q: 3 clusters Score -1753585 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1753588.625000 Penalty: 908.863098
	Iteration 56Q: 3 clusters Score -1753589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1753590.625000 Penalty: 908.863098
	Iteration 57Q: 3 clusters Score -1753591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1753593.125000 Penalty: 908.863098
	Iteration 58Q: 3 clusters Score -1753593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1753604.125000 Penalty: 908.863098
	Iteration 59Q: 3 clusters Score -1753604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1753608.000000 Penalty: 908.863098
	Iteration 60F: 3 clusters Score -1753608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1753606.250000 Penalty: 908.863098
	Iteration 61Q: 3 clusters Score -1753606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -1753601.000000 Penalty: 908.863098
	Iteration 62Q: 3 clusters Score -1753601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1753604.875000 Penalty: 908.863098
	Iteration 63Q: 3 clusters Score -1753605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1753599.375000 Penalty: 908.863098
	Iteration 64Q: 3 clusters Score -1753599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1753593.875000 Penalty: 908.863098
	Iteration 65Q: 3 clusters Score -1753594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1753590.000000 Penalty: 908.863098
	Iteration 66Q: 3 clusters Score -1753590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -1753588.125000 Penalty: 908.863098
	Iteration 67Q: 3 clusters Score -1753588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1753588.250000 Penalty: 908.863098
	Iteration 68Q: 3 clusters Score -1753588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1753592.250000 Penalty: 908.863098
	Iteration 69Q: 3 clusters Score -1753592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -1753591.125000 Penalty: 908.863098
	Iteration 70Q: 3 clusters Score -1753591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -1753579.125000 Penalty: 908.863098
	Iteration 71Q: 3 clusters Score -1753579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1753577.125000 Penalty: 908.863098
	Iteration 72Q: 3 clusters Score -1753577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -1753581.625000 Penalty: 908.863098
	Iteration 73Q: 3 clusters Score -1753582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1753571.875000 Penalty: 908.863098
	Iteration 74Q: 3 clusters Score -1753572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -1753569.625000 Penalty: 908.863098
	Iteration 75Q: 3 clusters Score -1753570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1753555.250000 Penalty: 908.863098
	Iteration 76Q: 3 clusters Score -1753555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -1753558.625000 Penalty: 908.863098
	Iteration 77Q: 3 clusters Score -1753559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1753558.125000 Penalty: 908.863098
	Iteration 78Q: 3 clusters Score -1753558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -1753558.375000 Penalty: 908.863098
	Iteration 79Q: 3 clusters Score -1753558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1753560.500000 Penalty: 908.863098
	Iteration 80F: 3 clusters Score -1753560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1753559.625000 Penalty: 908.863098
	Iteration 81Q: 3 clusters Score -1753560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1753557.500000 Penalty: 908.863098
	Iteration 82Q: 3 clusters Score -1753558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1753557.375000 Penalty: 908.863098
	Iteration 83Q: 3 clusters Score -1753557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1753557.000000 Penalty: 908.863098
	Iteration 84Q: 3 clusters Score -1753557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1753557.000000 Penalty: 908.863098
	Iteration 85F: 3 clusters Score -1753557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36738 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 23706 members 
Mstep: Class 18 contains 37046 members 
Mstep: Class 19 contains 808 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8191 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3322 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10157 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 6981 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1681 members 
Mstep: Class 34 contains 45684 members 
Mstep: Class 35 contains 29857 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 9953 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16604 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2802 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6608 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3288 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11399 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19184 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 8879 members 
Mstep: Class 59 contains 6867 members 
Mstep: Class 60 contains 14099 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24471 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5929 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 40765 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18869 members 
Mstep: Class 71 contains 1593 members 
Mstep: Class 72 contains 31507 members 
Mstep: Class 73 contains 3376 members 
Mstep: Class 74 contains 7661 members 
Mstep: Class 75 contains 10509 members 
Mstep: Class 76 contains 9625 members 
Mstep: Class 77 contains 20945 members 
Entering Unmasked Estep 
Score: -42171180.000000 Penalty: 46349.105469
Splitting cluster 19 changes total score from -42171860.000000 to -42171180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Entering Unmasked Estep 
Score: -6427.411621 Penalty: 213.036972
	Iteration 0F: 2 clusters Score -6427.412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -6222.416016 Penalty: 426.073944
	Iteration 0F: 3 clusters Score -6222.416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6254.389648 Penalty: 426.073944
	Iteration 1F: 3 clusters Score -6254.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6271.405762 Penalty: 426.073944
	Iteration 2F: 3 clusters Score -6271.406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6283.863770 Penalty: 426.073944
	Iteration 3Q: 3 clusters Score -6283.864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -6283.863770 Penalty: 426.073944
	Iteration 4F: 3 clusters Score -6283.864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Entering Unmasked Estep 
Score: -616724.500000 Penalty: 409.990997
	Iteration 0F: 2 clusters Score -616724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -611261.375000 Penalty: 819.981995
	Iteration 0F: 3 clusters Score -611261.4 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -613312.812500 Penalty: 819.981995
	Iteration 1F: 3 clusters Score -613312.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -613495.125000 Penalty: 819.981995
	Iteration 2F: 3 clusters Score -613495.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -613721.312500 Penalty: 819.981995
	Iteration 3F: 3 clusters Score -613721.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -614019.250000 Penalty: 819.981995
	Iteration 4F: 3 clusters Score -614019.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -614383.625000 Penalty: 819.981995
	Iteration 5F: 3 clusters Score -614383.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -614948.625000 Penalty: 819.981995
	Iteration 6F: 3 clusters Score -614948.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -615540.187500 Penalty: 819.981995
	Iteration 7F: 3 clusters Score -615540.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -615970.062500 Penalty: 819.981995
	Iteration 8F: 3 clusters Score -615970.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -616199.687500 Penalty: 819.981995
	Iteration 9Q: 3 clusters Score -616199.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -616303.562500 Penalty: 819.981995
	Iteration 10Q: 3 clusters Score -616303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -616345.187500 Penalty: 819.981995
	Iteration 11Q: 3 clusters Score -616345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -616366.062500 Penalty: 819.981995
	Iteration 12Q: 3 clusters Score -616366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -616379.125000 Penalty: 819.981995
	Iteration 13Q: 3 clusters Score -616379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -616385.812500 Penalty: 819.981995
	Iteration 14Q: 3 clusters Score -616385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -616391.500000 Penalty: 819.981995
	Iteration 15Q: 3 clusters Score -616391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -616395.500000 Penalty: 819.981995
	Iteration 16Q: 3 clusters Score -616395.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -616396.375000 Penalty: 819.981995
	Iteration 17Q: 3 clusters Score -616396.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -616396.375000 Penalty: 819.981995
	Iteration 18F: 3 clusters Score -616396.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Entering Unmasked Estep 
Score: -5617.549316 Penalty: 218.208481
	Iteration 0F: 2 clusters Score -5617.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5460.382324 Penalty: 436.416962
	Iteration 0F: 3 clusters Score -5460.382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5548.726562 Penalty: 436.416962
	Iteration 1F: 3 clusters Score -5548.727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5565.779785 Penalty: 436.416962
	Iteration 2Q: 3 clusters Score -5565.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -5570.790039 Penalty: 436.416962
	Iteration 3Q: 3 clusters Score -5570.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5571.790039 Penalty: 436.416962
	Iteration 4Q: 3 clusters Score -5571.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -5571.790039 Penalty: 436.416962
	Iteration 5F: 3 clusters Score -5571.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -244661.640625 Penalty: 368.928650
	Iteration 0F: 2 clusters Score -244661.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -242365.156250 Penalty: 737.857300
	Iteration 0F: 3 clusters Score -242365.2 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -243133.875000 Penalty: 737.857300
	Iteration 1F: 3 clusters Score -243133.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -243203.609375 Penalty: 737.857300
	Iteration 2F: 3 clusters Score -243203.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -243281.093750 Penalty: 737.857300
	Iteration 3Q: 3 clusters Score -243281.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -243369.687500 Penalty: 737.857300
	Iteration 4F: 3 clusters Score -243369.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -243463.875000 Penalty: 737.857300
	Iteration 5Q: 3 clusters Score -243463.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -243592.625000 Penalty: 737.857300
	Iteration 6F: 3 clusters Score -243592.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -243731.609375 Penalty: 737.857300
	Iteration 7F: 3 clusters Score -243731.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -243830.078125 Penalty: 737.857300
	Iteration 8Q: 3 clusters Score -243830.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -243914.109375 Penalty: 737.857300
	Iteration 9Q: 3 clusters Score -243914.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -243966.046875 Penalty: 737.857300
	Iteration 10Q: 3 clusters Score -243966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -244024.781250 Penalty: 737.857300
	Iteration 11Q: 3 clusters Score -244024.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -244094.015625 Penalty: 737.857300
	Iteration 12Q: 3 clusters Score -244094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -244144.406250 Penalty: 737.857300
	Iteration 13Q: 3 clusters Score -244144.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -244184.609375 Penalty: 737.857300
	Iteration 14Q: 3 clusters Score -244184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -244213.859375 Penalty: 737.857300
	Iteration 15Q: 3 clusters Score -244213.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -244241.890625 Penalty: 737.857300
	Iteration 16Q: 3 clusters Score -244241.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -244259.718750 Penalty: 737.857300
	Iteration 17Q: 3 clusters Score -244259.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -244278.984375 Penalty: 737.857300
	Iteration 18Q: 3 clusters Score -244279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -244291.796875 Penalty: 737.857300
	Iteration 19Q: 3 clusters Score -244291.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -244302.421875 Penalty: 737.857300
	Iteration 20F: 3 clusters Score -244302.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -244309.187500 Penalty: 737.857300
	Iteration 21Q: 3 clusters Score -244309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -244311.203125 Penalty: 737.857300
	Iteration 22Q: 3 clusters Score -244311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -244315.468750 Penalty: 737.857300
	Iteration 23Q: 3 clusters Score -244315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -244319.750000 Penalty: 737.857300
	Iteration 24Q: 3 clusters Score -244319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -244321.828125 Penalty: 737.857300
	Iteration 25Q: 3 clusters Score -244321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -244324.531250 Penalty: 737.857300
	Iteration 26Q: 3 clusters Score -244324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -244327.406250 Penalty: 737.857300
	Iteration 27Q: 3 clusters Score -244327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -244328.093750 Penalty: 737.857300
	Iteration 28Q: 3 clusters Score -244328.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -244329.171875 Penalty: 737.857300
	Iteration 29Q: 3 clusters Score -244329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -244330.609375 Penalty: 737.857300
	Iteration 30Q: 3 clusters Score -244330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -244330.546875 Penalty: 737.857300
	Iteration 31Q: 3 clusters Score -244330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -244330.546875 Penalty: 737.857300
	Iteration 32F: 3 clusters Score -244330.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -3170.973389 Penalty: 238.499481
	Iteration 0F: 2 clusters Score -3170.973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2919.142334 Penalty: 476.998962
	Iteration 0F: 3 clusters Score -2919.142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3014.725098 Penalty: 476.998962
	Iteration 1F: 3 clusters Score -3014.725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3041.365234 Penalty: 476.998962
	Iteration 2F: 3 clusters Score -3041.365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3047.060303 Penalty: 476.998962
	Iteration 3Q: 3 clusters Score -3047.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3053.842529 Penalty: 476.998962
	Iteration 4Q: 3 clusters Score -3053.843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3062.043457 Penalty: 476.998962
	Iteration 5Q: 3 clusters Score -3062.043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3070.877197 Penalty: 476.998962
	Iteration 6Q: 3 clusters Score -3070.877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3073.977539 Penalty: 476.998962
	Iteration 7Q: 3 clusters Score -3073.978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -3078.779785 Penalty: 476.998962
	Iteration 8Q: 3 clusters Score -3078.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3089.318359 Penalty: 476.998962
	Iteration 9Q: 3 clusters Score -3089.318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3101.690430 Penalty: 476.998962
	Iteration 10Q: 3 clusters Score -3101.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3104.873779 Penalty: 476.998962
	Iteration 11Q: 3 clusters Score -3104.874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -3104.873779 Penalty: 476.998962
	Iteration 12F: 3 clusters Score -3104.874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Entering Unmasked Estep 
Score: -833609.625000 Penalty: 419.779297
	Iteration 0F: 2 clusters Score -833609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -827010.687500 Penalty: 839.558594
	Iteration 0F: 3 clusters Score -827010.7 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -829800.937500 Penalty: 839.558594
	Iteration 1F: 3 clusters Score -829800.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -830155.687500 Penalty: 839.558594
	Iteration 2F: 3 clusters Score -830155.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -830711.812500 Penalty: 839.558594
	Iteration 3F: 3 clusters Score -830711.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -831471.812500 Penalty: 839.558594
	Iteration 4F: 3 clusters Score -831471.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -832232.562500 Penalty: 839.558594
	Iteration 5F: 3 clusters Score -832232.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -832811.062500 Penalty: 839.558594
	Iteration 6F: 3 clusters Score -832811.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -833096.062500 Penalty: 839.558594
	Iteration 7Q: 3 clusters Score -833096.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -833150.750000 Penalty: 839.558594
	Iteration 8Q: 3 clusters Score -833150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -833174.812500 Penalty: 839.558594
	Iteration 9Q: 3 clusters Score -833174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -833185.375000 Penalty: 839.558594
	Iteration 10Q: 3 clusters Score -833185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -833189.687500 Penalty: 839.558594
	Iteration 11Q: 3 clusters Score -833189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -833189.687500 Penalty: 839.558594
	Iteration 12F: 3 clusters Score -833189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -62925.566406 Penalty: 309.153687
	Iteration 0F: 2 clusters Score -62925.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -62194.226562 Penalty: 618.307373
	Iteration 0F: 3 clusters Score -62194.23 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -62425.570312 Penalty: 618.307373
	Iteration 1F: 3 clusters Score -62425.57 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -62474.574219 Penalty: 618.307373
	Iteration 2F: 3 clusters Score -62474.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -62501.726562 Penalty: 618.307373
	Iteration 3Q: 3 clusters Score -62501.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -62534.304688 Penalty: 618.307373
	Iteration 4F: 3 clusters Score -62534.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62559.746094 Penalty: 618.307373
	Iteration 5Q: 3 clusters Score -62559.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62571.195312 Penalty: 618.307373
	Iteration 6Q: 3 clusters Score -62571.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -62581.933594 Penalty: 618.307373
	Iteration 7Q: 3 clusters Score -62581.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -62598.980469 Penalty: 618.307373
	Iteration 8Q: 3 clusters Score -62598.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -62620.390625 Penalty: 618.307373
	Iteration 9Q: 3 clusters Score -62620.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -62644.398438 Penalty: 618.307373
	Iteration 10Q: 3 clusters Score -62644.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -62663.292969 Penalty: 618.307373
	Iteration 11Q: 3 clusters Score -62663.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -62675.824219 Penalty: 618.307373
	Iteration 12Q: 3 clusters Score -62675.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -62686.667969 Penalty: 618.307373
	Iteration 13Q: 3 clusters Score -62686.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -62692.660156 Penalty: 618.307373
	Iteration 14Q: 3 clusters Score -62692.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -62695.792969 Penalty: 618.307373
	Iteration 15Q: 3 clusters Score -62695.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -62698.761719 Penalty: 618.307373
	Iteration 16Q: 3 clusters Score -62698.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -62700.949219 Penalty: 618.307373
	Iteration 17Q: 3 clusters Score -62700.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62703.000000 Penalty: 618.307373
	Iteration 18Q: 3 clusters Score -62703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62704.472656 Penalty: 618.307373
	Iteration 19Q: 3 clusters Score -62704.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -62704.636719 Penalty: 618.307373
	Iteration 20F: 3 clusters Score -62704.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -55151.363281 Penalty: 305.494751
	Iteration 0F: 2 clusters Score -55151.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54444.964844 Penalty: 610.989502
	Iteration 0F: 3 clusters Score -54444.96 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54618.945312 Penalty: 610.989502
	Iteration 1F: 3 clusters Score -54618.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54672.933594 Penalty: 610.989502
	Iteration 2F: 3 clusters Score -54672.93 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54699.312500 Penalty: 610.989502
	Iteration 3F: 3 clusters Score -54699.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54718.789062 Penalty: 610.989502
	Iteration 4Q: 3 clusters Score -54718.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54737.714844 Penalty: 610.989502
	Iteration 5Q: 3 clusters Score -54737.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54757.492188 Penalty: 610.989502
	Iteration 6Q: 3 clusters Score -54757.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54779.335938 Penalty: 610.989502
	Iteration 7Q: 3 clusters Score -54779.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54792.375000 Penalty: 610.989502
	Iteration 8Q: 3 clusters Score -54792.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54810.796875 Penalty: 610.989502
	Iteration 9Q: 3 clusters Score -54810.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54829.019531 Penalty: 610.989502
	Iteration 10Q: 3 clusters Score -54829.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54849.906250 Penalty: 610.989502
	Iteration 11Q: 3 clusters Score -54849.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54870.480469 Penalty: 610.989502
	Iteration 12Q: 3 clusters Score -54870.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54898.304688 Penalty: 610.989502
	Iteration 13Q: 3 clusters Score -54898.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54914.171875 Penalty: 610.989502
	Iteration 14Q: 3 clusters Score -54914.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54920.710938 Penalty: 610.989502
	Iteration 15Q: 3 clusters Score -54920.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -54927.183594 Penalty: 610.989502
	Iteration 16Q: 3 clusters Score -54927.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54931.535156 Penalty: 610.989502
	Iteration 17Q: 3 clusters Score -54931.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54934.574219 Penalty: 610.989502
	Iteration 18Q: 3 clusters Score -54934.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -54937.132812 Penalty: 610.989502
	Iteration 19Q: 3 clusters Score -54937.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -54939.941406 Penalty: 610.989502
	Iteration 20F: 3 clusters Score -54939.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54942.417969 Penalty: 610.989502
	Iteration 21Q: 3 clusters Score -54942.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54943.367188 Penalty: 610.989502
	Iteration 22Q: 3 clusters Score -54943.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54944.554688 Penalty: 610.989502
	Iteration 23Q: 3 clusters Score -54944.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54944.898438 Penalty: 610.989502
	Iteration 24Q: 3 clusters Score -54944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54945.394531 Penalty: 610.989502
	Iteration 25Q: 3 clusters Score -54945.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54945.394531 Penalty: 610.989502
	Iteration 26F: 3 clusters Score -54945.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -24436.205078 Penalty: 270.157898
	Iteration 0F: 2 clusters Score -24436.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24068.746094 Penalty: 540.315796
	Iteration 0F: 3 clusters Score -24068.75 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24199.306641 Penalty: 540.315796
	Iteration 1F: 3 clusters Score -24199.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24227.355469 Penalty: 540.315796
	Iteration 2F: 3 clusters Score -24227.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24245.955078 Penalty: 540.315796
	Iteration 3Q: 3 clusters Score -24245.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24261.289062 Penalty: 540.315796
	Iteration 4Q: 3 clusters Score -24261.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24268.398438 Penalty: 540.315796
	Iteration 5Q: 3 clusters Score -24268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24270.486328 Penalty: 540.315796
	Iteration 6Q: 3 clusters Score -24270.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24275.234375 Penalty: 540.315796
	Iteration 7Q: 3 clusters Score -24275.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24277.560547 Penalty: 540.315796
	Iteration 8Q: 3 clusters Score -24277.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24278.947266 Penalty: 540.315796
	Iteration 9Q: 3 clusters Score -24278.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24280.623047 Penalty: 540.315796
	Iteration 10Q: 3 clusters Score -24280.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24280.623047 Penalty: 540.315796
	Iteration 11F: 3 clusters Score -24280.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -522296.593750 Penalty: 400.862366
	Iteration 0F: 2 clusters Score -522296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -517787.625000 Penalty: 801.724731
	Iteration 0F: 3 clusters Score -517787.6 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -519546.156250 Penalty: 801.724731
	Iteration 1F: 3 clusters Score -519546.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -519744.687500 Penalty: 801.724731
	Iteration 2F: 3 clusters Score -519744.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -520027.187500 Penalty: 801.724731
	Iteration 3F: 3 clusters Score -520027.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -520461.781250 Penalty: 801.724731
	Iteration 4F: 3 clusters Score -520461.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -520977.406250 Penalty: 801.724731
	Iteration 5F: 3 clusters Score -520977.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -521439.593750 Penalty: 801.724731
	Iteration 6F: 3 clusters Score -521439.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -521741.562500 Penalty: 801.724731
	Iteration 7Q: 3 clusters Score -521741.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -521877.406250 Penalty: 801.724731
	Iteration 8Q: 3 clusters Score -521877.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -521930.187500 Penalty: 801.724731
	Iteration 9Q: 3 clusters Score -521930.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -521963.125000 Penalty: 801.724731
	Iteration 10Q: 3 clusters Score -521963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -521981.125000 Penalty: 801.724731
	Iteration 11Q: 3 clusters Score -521981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -521987.781250 Penalty: 801.724731
	Iteration 12Q: 3 clusters Score -521987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -521995.312500 Penalty: 801.724731
	Iteration 13Q: 3 clusters Score -521995.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -522003.906250 Penalty: 801.724731
	Iteration 14Q: 3 clusters Score -522003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -522005.906250 Penalty: 801.724731
	Iteration 15Q: 3 clusters Score -522005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -522008.406250 Penalty: 801.724731
	Iteration 16Q: 3 clusters Score -522008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -522011.812500 Penalty: 801.724731
	Iteration 17Q: 3 clusters Score -522011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -522014.093750 Penalty: 801.724731
	Iteration 18Q: 3 clusters Score -522014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -522016.406250 Penalty: 801.724731
	Iteration 19Q: 3 clusters Score -522016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -522017.250000 Penalty: 801.724731
	Iteration 20F: 3 clusters Score -522017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -572965.437500 Penalty: 402.718109
	Iteration 0F: 2 clusters Score -572965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -568188.375000 Penalty: 805.436218
	Iteration 0F: 3 clusters Score -568188.4 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -569963.125000 Penalty: 805.436218
	Iteration 1F: 3 clusters Score -569963.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -570106.250000 Penalty: 805.436218
	Iteration 2F: 3 clusters Score -570106.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -570338.187500 Penalty: 805.436218
	Iteration 3F: 3 clusters Score -570338.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -570696.562500 Penalty: 805.436218
	Iteration 4F: 3 clusters Score -570696.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -571249.312500 Penalty: 805.436218
	Iteration 5F: 3 clusters Score -571249.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -571861.500000 Penalty: 805.436218
	Iteration 6F: 3 clusters Score -571861.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -572308.437500 Penalty: 805.436218
	Iteration 7F: 3 clusters Score -572308.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -572498.625000 Penalty: 805.436218
	Iteration 8Q: 3 clusters Score -572498.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -572574.687500 Penalty: 805.436218
	Iteration 9Q: 3 clusters Score -572574.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -572595.687500 Penalty: 805.436218
	Iteration 10Q: 3 clusters Score -572595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -572607.750000 Penalty: 805.436218
	Iteration 11Q: 3 clusters Score -572607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -572619.250000 Penalty: 805.436218
	Iteration 12Q: 3 clusters Score -572619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -572627.687500 Penalty: 805.436218
	Iteration 13Q: 3 clusters Score -572627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -572631.812500 Penalty: 805.436218
	Iteration 14Q: 3 clusters Score -572631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -572636.187500 Penalty: 805.436218
	Iteration 15Q: 3 clusters Score -572636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -572638.125000 Penalty: 805.436218
	Iteration 16Q: 3 clusters Score -572638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -572639.312500 Penalty: 805.436218
	Iteration 17Q: 3 clusters Score -572639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -572641.500000 Penalty: 805.436218
	Iteration 18Q: 3 clusters Score -572641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -572642.562500 Penalty: 805.436218
	Iteration 19Q: 3 clusters Score -572642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -572645.750000 Penalty: 805.436218
	Iteration 20F: 3 clusters Score -572645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -572646.687500 Penalty: 805.436218
	Iteration 21Q: 3 clusters Score -572646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -572646.687500 Penalty: 805.436218
	Iteration 22F: 3 clusters Score -572646.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -15781.658203 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -15781.66 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 125 members 
Entering Unmasked Estep 
Score: -15457.386719 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -15457.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15541.666992 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -15541.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15569.635742 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -15569.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -15590.652344 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -15590.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -15592.673828 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -15592.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -15595.893555 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -15595.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -15596.497070 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -15596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -15599.828125 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -15599.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15604.027344 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -15604.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -15621.626953 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -15621.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15635.909180 Penalty: 503.897430
	Iteration 10Q: 3 clusters Score -15635.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -15645.000000 Penalty: 503.897430
	Iteration 11Q: 3 clusters Score -15645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -15651.453125 Penalty: 503.897430
	Iteration 12Q: 3 clusters Score -15651.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15657.054688 Penalty: 503.897430
	Iteration 13Q: 3 clusters Score -15657.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15658.852539 Penalty: 503.897430
	Iteration 14Q: 3 clusters Score -15658.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -15658.852539 Penalty: 503.897430
	Iteration 15F: 3 clusters Score -15658.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -7890.881348 Penalty: 233.140350
	Iteration 0F: 2 clusters Score -7890.881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7642.729980 Penalty: 466.280701
	Iteration 0F: 3 clusters Score -7642.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7730.032715 Penalty: 466.280701
	Iteration 1F: 3 clusters Score -7730.033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7760.537598 Penalty: 466.280701
	Iteration 2F: 3 clusters Score -7760.538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7767.262695 Penalty: 466.280701
	Iteration 3Q: 3 clusters Score -7767.263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -7777.819824 Penalty: 466.280701
	Iteration 4Q: 3 clusters Score -7777.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7784.343262 Penalty: 466.280701
	Iteration 5Q: 3 clusters Score -7784.343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7784.343262 Penalty: 466.280701
	Iteration 6F: 3 clusters Score -7784.343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -128286.921875 Penalty: 337.935059
	Iteration 0F: 2 clusters Score -128286.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -127035.085938 Penalty: 675.870117
	Iteration 0F: 3 clusters Score -127035.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -127439.765625 Penalty: 675.870117
	Iteration 1F: 3 clusters Score -127439.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127550.453125 Penalty: 675.870117
	Iteration 2F: 3 clusters Score -127550.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -127628.281250 Penalty: 675.870117
	Iteration 3F: 3 clusters Score -127628.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -127688.226562 Penalty: 675.870117
	Iteration 4F: 3 clusters Score -127688.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127738.648438 Penalty: 675.870117
	Iteration 5Q: 3 clusters Score -127738.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -127786.859375 Penalty: 675.870117
	Iteration 6Q: 3 clusters Score -127786.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -127839.023438 Penalty: 675.870117
	Iteration 7Q: 3 clusters Score -127839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -127885.343750 Penalty: 675.870117
	Iteration 8Q: 3 clusters Score -127885.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -127903.554688 Penalty: 675.870117
	Iteration 9Q: 3 clusters Score -127903.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -127914.429688 Penalty: 675.870117
	Iteration 10Q: 3 clusters Score -127914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -127924.765625 Penalty: 675.870117
	Iteration 11Q: 3 clusters Score -127924.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -127932.703125 Penalty: 675.870117
	Iteration 12Q: 3 clusters Score -127932.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -127940.359375 Penalty: 675.870117
	Iteration 13Q: 3 clusters Score -127940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -127947.250000 Penalty: 675.870117
	Iteration 14Q: 3 clusters Score -127947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -127954.148438 Penalty: 675.870117
	Iteration 15Q: 3 clusters Score -127954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -127955.992188 Penalty: 675.870117
	Iteration 16Q: 3 clusters Score -127956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -127959.398438 Penalty: 675.870117
	Iteration 17Q: 3 clusters Score -127959.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -127963.585938 Penalty: 675.870117
	Iteration 18Q: 3 clusters Score -127963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -127970.976562 Penalty: 675.870117
	Iteration 19Q: 3 clusters Score -127971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -127982.335938 Penalty: 675.870117
	Iteration 20F: 3 clusters Score -127982.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -127990.093750 Penalty: 675.870117
	Iteration 21Q: 3 clusters Score -127990.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -127999.343750 Penalty: 675.870117
	Iteration 22Q: 3 clusters Score -127999.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -128011.757812 Penalty: 675.870117
	Iteration 23Q: 3 clusters Score -128011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -128025.515625 Penalty: 675.870117
	Iteration 24Q: 3 clusters Score -128025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -128033.203125 Penalty: 675.870117
	Iteration 25Q: 3 clusters Score -128033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -128037.054688 Penalty: 675.870117
	Iteration 26Q: 3 clusters Score -128037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -128040.242188 Penalty: 675.870117
	Iteration 27Q: 3 clusters Score -128040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -128041.531250 Penalty: 675.870117
	Iteration 28Q: 3 clusters Score -128041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -128042.156250 Penalty: 675.870117
	Iteration 29Q: 3 clusters Score -128042.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -128042.726562 Penalty: 675.870117
	Iteration 30Q: 3 clusters Score -128042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -128043.453125 Penalty: 675.870117
	Iteration 31Q: 3 clusters Score -128043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -128043.773438 Penalty: 675.870117
	Iteration 32Q: 3 clusters Score -128043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -128043.773438 Penalty: 675.870117
	Iteration 33F: 3 clusters Score -128043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (45684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Entering Unmasked Estep 
Score: -3596548.500000 Penalty: 488.192413
	Iteration 0F: 2 clusters Score -3596548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3567466.500000 Penalty: 976.384827
	Iteration 0F: 3 clusters Score -3567466 nChanged 22221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3580019.000000 Penalty: 976.384827
	Iteration 1F: 3 clusters Score -3580019 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3580455.000000 Penalty: 976.384827
	Iteration 2F: 3 clusters Score -3580455 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3582106.750000 Penalty: 976.384827
	Iteration 3F: 3 clusters Score -3582107 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3584830.000000 Penalty: 976.384827
	Iteration 4F: 3 clusters Score -3584830 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3587867.000000 Penalty: 976.384827
	Iteration 5F: 3 clusters Score -3587867 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3589274.250000 Penalty: 976.384827
	Iteration 6F: 3 clusters Score -3589274 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3589867.500000 Penalty: 976.384827
	Iteration 7Q: 3 clusters Score -3589868 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3589868.250000 Penalty: 976.384827
	Iteration 8Q: 3 clusters Score -3589868 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3589651.750000 Penalty: 976.384827
	Iteration 9Q: 3 clusters Score -3589652 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3589436.250000 Penalty: 976.384827
	Iteration 10Q: 3 clusters Score -3589436 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3589307.000000 Penalty: 976.384827
	Iteration 11Q: 3 clusters Score -3589307 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3589260.000000 Penalty: 976.384827
	Iteration 12Q: 3 clusters Score -3589260 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3589029.750000 Penalty: 976.384827
	Iteration 13Q: 3 clusters Score -3589030 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3589081.000000 Penalty: 976.384827
	Iteration 14Q: 3 clusters Score -3589081 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -3589036.000000 Penalty: 976.384827
	Iteration 15Q: 3 clusters Score -3589036 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -3588872.750000 Penalty: 976.384827
	Iteration 16Q: 3 clusters Score -3588873 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -3588796.000000 Penalty: 976.384827
	Iteration 17Q: 3 clusters Score -3588796 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -3588764.000000 Penalty: 976.384827
	Iteration 18Q: 3 clusters Score -3588764 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -3588671.750000 Penalty: 976.384827
	Iteration 19Q: 3 clusters Score -3588672 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -3588702.000000 Penalty: 976.384827
	Iteration 20F: 3 clusters Score -3588702 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -3589279.250000 Penalty: 976.384827
	Iteration 21Q: 3 clusters Score -3589279 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -3589868.250000 Penalty: 976.384827
	Iteration 22Q: 3 clusters Score -3589868 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -3590490.750000 Penalty: 976.384827
	Iteration 23Q: 3 clusters Score -3590491 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -3591117.000000 Penalty: 976.384827
	Iteration 24Q: 3 clusters Score -3591117 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -3591810.000000 Penalty: 976.384827
	Iteration 25Q: 3 clusters Score -3591810 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -3592465.250000 Penalty: 976.384827
	Iteration 26Q: 3 clusters Score -3592465 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -3593353.500000 Penalty: 976.384827
	Iteration 27Q: 3 clusters Score -3593354 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -3594098.250000 Penalty: 976.384827
	Iteration 28Q: 3 clusters Score -3594098 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -3594847.000000 Penalty: 976.384827
	Iteration 29Q: 3 clusters Score -3594847 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -3595580.000000 Penalty: 976.384827
	Iteration 30Q: 3 clusters Score -3595580 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -3596011.750000 Penalty: 976.384827
	Iteration 31Q: 3 clusters Score -3596012 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -3596149.250000 Penalty: 976.384827
	Iteration 32Q: 3 clusters Score -3596149 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -3596249.750000 Penalty: 976.384827
	Iteration 33Q: 3 clusters Score -3596250 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -3596254.250000 Penalty: 976.384827
	Iteration 34Q: 3 clusters Score -3596254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -3596263.500000 Penalty: 976.384827
	Iteration 35Q: 3 clusters Score -3596264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -3596235.750000 Penalty: 976.384827
	Iteration 36Q: 3 clusters Score -3596236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -3596229.250000 Penalty: 976.384827
	Iteration 37Q: 3 clusters Score -3596229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -3596238.500000 Penalty: 976.384827
	Iteration 38Q: 3 clusters Score -3596238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -3596225.750000 Penalty: 976.384827
	Iteration 39Q: 3 clusters Score -3596226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -3596224.000000 Penalty: 976.384827
	Iteration 40F: 3 clusters Score -3596224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -3596218.750000 Penalty: 976.384827
	Iteration 41Q: 3 clusters Score -3596219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -3596209.750000 Penalty: 976.384827
	Iteration 42Q: 3 clusters Score -3596210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -3596218.250000 Penalty: 976.384827
	Iteration 43Q: 3 clusters Score -3596218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -3596208.750000 Penalty: 976.384827
	Iteration 44Q: 3 clusters Score -3596209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -3596202.750000 Penalty: 976.384827
	Iteration 45Q: 3 clusters Score -3596203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -3596206.500000 Penalty: 976.384827
	Iteration 46Q: 3 clusters Score -3596206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -3596204.500000 Penalty: 976.384827
	Iteration 47Q: 3 clusters Score -3596204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -3596209.000000 Penalty: 976.384827
	Iteration 48Q: 3 clusters Score -3596209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -3596209.500000 Penalty: 976.384827
	Iteration 49Q: 3 clusters Score -3596210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -3596211.000000 Penalty: 976.384827
	Iteration 50Q: 3 clusters Score -3596211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -3596210.250000 Penalty: 976.384827
	Iteration 51Q: 3 clusters Score -3596210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -3596212.250000 Penalty: 976.384827
	Iteration 52Q: 3 clusters Score -3596212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -3596214.750000 Penalty: 976.384827
	Iteration 53Q: 3 clusters Score -3596215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -3596214.000000 Penalty: 976.384827
	Iteration 54Q: 3 clusters Score -3596214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -3596214.000000 Penalty: 976.384827
	Iteration 55F: 3 clusters Score -3596214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Entering Unmasked Estep 
Score: -2441329.000000 Penalty: 468.839935
	Iteration 0F: 2 clusters Score -2441329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2423738.000000 Penalty: 937.679871
	Iteration 0F: 3 clusters Score -2423738 nChanged 14289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2433633.250000 Penalty: 937.679871
	Iteration 1F: 3 clusters Score -2433633 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2435080.250000 Penalty: 937.679871
	Iteration 2F: 3 clusters Score -2435080 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2436691.500000 Penalty: 937.679871
	Iteration 3F: 3 clusters Score -2436692 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2438070.500000 Penalty: 937.679871
	Iteration 4F: 3 clusters Score -2438070 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2438773.250000 Penalty: 937.679871
	Iteration 5F: 3 clusters Score -2438773 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2439074.750000 Penalty: 937.679871
	Iteration 6Q: 3 clusters Score -2439075 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2439226.750000 Penalty: 937.679871
	Iteration 7Q: 3 clusters Score -2439227 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2439295.000000 Penalty: 937.679871
	Iteration 8Q: 3 clusters Score -2439295 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2439325.000000 Penalty: 937.679871
	Iteration 9Q: 3 clusters Score -2439325 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2439385.250000 Penalty: 937.679871
	Iteration 10Q: 3 clusters Score -2439385 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2439457.000000 Penalty: 937.679871
	Iteration 11Q: 3 clusters Score -2439457 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2439526.250000 Penalty: 937.679871
	Iteration 12Q: 3 clusters Score -2439526 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2439609.500000 Penalty: 937.679871
	Iteration 13Q: 3 clusters Score -2439610 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2439693.000000 Penalty: 937.679871
	Iteration 14Q: 3 clusters Score -2439693 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2439784.000000 Penalty: 937.679871
	Iteration 15Q: 3 clusters Score -2439784 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2439820.250000 Penalty: 937.679871
	Iteration 16Q: 3 clusters Score -2439820 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2439844.250000 Penalty: 937.679871
	Iteration 17Q: 3 clusters Score -2439844 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2439841.750000 Penalty: 937.679871
	Iteration 18Q: 3 clusters Score -2439842 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2439893.750000 Penalty: 937.679871
	Iteration 19Q: 3 clusters Score -2439894 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2440083.500000 Penalty: 937.679871
	Iteration 20F: 3 clusters Score -2440084 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2440212.000000 Penalty: 937.679871
	Iteration 21Q: 3 clusters Score -2440212 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2440323.000000 Penalty: 937.679871
	Iteration 22Q: 3 clusters Score -2440323 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2440430.750000 Penalty: 937.679871
	Iteration 23Q: 3 clusters Score -2440431 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -2440581.000000 Penalty: 937.679871
	Iteration 24Q: 3 clusters Score -2440581 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -2440684.750000 Penalty: 937.679871
	Iteration 25Q: 3 clusters Score -2440685 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -2440743.000000 Penalty: 937.679871
	Iteration 26Q: 3 clusters Score -2440743 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -2440791.500000 Penalty: 937.679871
	Iteration 27Q: 3 clusters Score -2440792 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -2440835.750000 Penalty: 937.679871
	Iteration 28Q: 3 clusters Score -2440836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -2440890.500000 Penalty: 937.679871
	Iteration 29Q: 3 clusters Score -2440890 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2440907.250000 Penalty: 937.679871
	Iteration 30Q: 3 clusters Score -2440907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -2440922.500000 Penalty: 937.679871
	Iteration 31Q: 3 clusters Score -2440922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -2440930.250000 Penalty: 937.679871
	Iteration 32Q: 3 clusters Score -2440930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -2440946.500000 Penalty: 937.679871
	Iteration 33Q: 3 clusters Score -2440946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -2440954.750000 Penalty: 937.679871
	Iteration 34Q: 3 clusters Score -2440955 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -2440959.750000 Penalty: 937.679871
	Iteration 35Q: 3 clusters Score -2440960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2440981.750000 Penalty: 937.679871
	Iteration 36Q: 3 clusters Score -2440982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -2440988.250000 Penalty: 937.679871
	Iteration 37Q: 3 clusters Score -2440988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -2441002.250000 Penalty: 937.679871
	Iteration 38Q: 3 clusters Score -2441002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -2441006.000000 Penalty: 937.679871
	Iteration 39Q: 3 clusters Score -2441006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -2441014.500000 Penalty: 937.679871
	Iteration 40F: 3 clusters Score -2441014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -2441013.250000 Penalty: 937.679871
	Iteration 41Q: 3 clusters Score -2441013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2441013.500000 Penalty: 937.679871
	Iteration 42Q: 3 clusters Score -2441014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -2441020.500000 Penalty: 937.679871
	Iteration 43Q: 3 clusters Score -2441020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -2441021.750000 Penalty: 937.679871
	Iteration 44Q: 3 clusters Score -2441022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -2441030.250000 Penalty: 937.679871
	Iteration 45Q: 3 clusters Score -2441030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -2441037.750000 Penalty: 937.679871
	Iteration 46Q: 3 clusters Score -2441038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -2441043.250000 Penalty: 937.679871
	Iteration 47Q: 3 clusters Score -2441043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -2441041.250000 Penalty: 937.679871
	Iteration 48Q: 3 clusters Score -2441041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -2441042.250000 Penalty: 937.679871
	Iteration 49Q: 3 clusters Score -2441042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -2441046.000000 Penalty: 937.679871
	Iteration 50Q: 3 clusters Score -2441046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -2441045.750000 Penalty: 937.679871
	Iteration 51Q: 3 clusters Score -2441046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2441052.750000 Penalty: 937.679871
	Iteration 52Q: 3 clusters Score -2441053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2441051.500000 Penalty: 937.679871
	Iteration 53Q: 3 clusters Score -2441052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -2441054.000000 Penalty: 937.679871
	Iteration 54Q: 3 clusters Score -2441054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2441054.000000 Penalty: 937.679871
	Iteration 55Q: 3 clusters Score -2441054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -2441057.000000 Penalty: 937.679871
	Iteration 56Q: 3 clusters Score -2441057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -2441061.750000 Penalty: 937.679871
	Iteration 57Q: 3 clusters Score -2441062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2441062.250000 Penalty: 937.679871
	Iteration 58Q: 3 clusters Score -2441062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -2441066.000000 Penalty: 937.679871
	Iteration 59Q: 3 clusters Score -2441066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2441065.500000 Penalty: 937.679871
	Iteration 60F: 3 clusters Score -2441066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2441063.000000 Penalty: 937.679871
	Iteration 61Q: 3 clusters Score -2441063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -2441066.250000 Penalty: 937.679871
	Iteration 62Q: 3 clusters Score -2441066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -2441066.250000 Penalty: 937.679871
	Iteration 63F: 3 clusters Score -2441066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -24056.189453 Penalty: 267.436981
	Iteration 0F: 2 clusters Score -24056.19 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 169 members 
Entering Unmasked Estep 
Score: -23660.695312 Penalty: 534.873962
	Iteration 0F: 3 clusters Score -23660.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23743.615234 Penalty: 534.873962
	Iteration 1F: 3 clusters Score -23743.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23775.726562 Penalty: 534.873962
	Iteration 2F: 3 clusters Score -23775.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23793.662109 Penalty: 534.873962
	Iteration 3F: 3 clusters Score -23793.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23813.427734 Penalty: 534.873962
	Iteration 4Q: 3 clusters Score -23813.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23824.968750 Penalty: 534.873962
	Iteration 5Q: 3 clusters Score -23824.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23829.716797 Penalty: 534.873962
	Iteration 6Q: 3 clusters Score -23829.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23831.988281 Penalty: 534.873962
	Iteration 7Q: 3 clusters Score -23831.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23834.498047 Penalty: 534.873962
	Iteration 8Q: 3 clusters Score -23834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23836.060547 Penalty: 534.873962
	Iteration 9Q: 3 clusters Score -23836.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23837.419922 Penalty: 534.873962
	Iteration 10Q: 3 clusters Score -23837.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23837.419922 Penalty: 534.873962
	Iteration 11F: 3 clusters Score -23837.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -65213.007812 Penalty: 307.598877
	Iteration 0F: 2 clusters Score -65213.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -64504.398438 Penalty: 615.197754
	Iteration 0F: 3 clusters Score -64504.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -64675.769531 Penalty: 615.197754
	Iteration 1F: 3 clusters Score -64675.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64713.558594 Penalty: 615.197754
	Iteration 2F: 3 clusters Score -64713.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64744.550781 Penalty: 615.197754
	Iteration 3Q: 3 clusters Score -64744.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -64775.335938 Penalty: 615.197754
	Iteration 4Q: 3 clusters Score -64775.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64800.828125 Penalty: 615.197754
	Iteration 5Q: 3 clusters Score -64800.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -64825.683594 Penalty: 615.197754
	Iteration 6Q: 3 clusters Score -64825.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -64845.175781 Penalty: 615.197754
	Iteration 7Q: 3 clusters Score -64845.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -64856.265625 Penalty: 615.197754
	Iteration 8Q: 3 clusters Score -64856.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -64873.910156 Penalty: 615.197754
	Iteration 9Q: 3 clusters Score -64873.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64891.316406 Penalty: 615.197754
	Iteration 10Q: 3 clusters Score -64891.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -64916.312500 Penalty: 615.197754
	Iteration 11Q: 3 clusters Score -64916.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -64928.281250 Penalty: 615.197754
	Iteration 12Q: 3 clusters Score -64928.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -64934.105469 Penalty: 615.197754
	Iteration 13Q: 3 clusters Score -64934.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64940.160156 Penalty: 615.197754
	Iteration 14Q: 3 clusters Score -64940.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64943.054688 Penalty: 615.197754
	Iteration 15Q: 3 clusters Score -64943.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -64945.558594 Penalty: 615.197754
	Iteration 16Q: 3 clusters Score -64945.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64949.046875 Penalty: 615.197754
	Iteration 17Q: 3 clusters Score -64949.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -64951.636719 Penalty: 615.197754
	Iteration 18Q: 3 clusters Score -64951.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64956.031250 Penalty: 615.197754
	Iteration 19Q: 3 clusters Score -64956.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -64957.304688 Penalty: 615.197754
	Iteration 20F: 3 clusters Score -64957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -64957.527344 Penalty: 615.197754
	Iteration 21Q: 3 clusters Score -64957.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -64957.718750 Penalty: 615.197754
	Iteration 22Q: 3 clusters Score -64957.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -64957.718750 Penalty: 615.197754
	Iteration 23F: 3 clusters Score -64957.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -370001.625000 Penalty: 382.940155
	Iteration 0F: 2 clusters Score -370001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -366927.843750 Penalty: 765.880310
	Iteration 0F: 3 clusters Score -366927.8 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -368026.125000 Penalty: 765.880310
	Iteration 1F: 3 clusters Score -368026.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -368125.062500 Penalty: 765.880310
	Iteration 2Q: 3 clusters Score -368125.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -368233.375000 Penalty: 765.880310
	Iteration 3F: 3 clusters Score -368233.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -368355.125000 Penalty: 765.880310
	Iteration 4Q: 3 clusters Score -368355.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -368499.718750 Penalty: 765.880310
	Iteration 5F: 3 clusters Score -368499.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -368719.250000 Penalty: 765.880310
	Iteration 6F: 3 clusters Score -368719.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -369008.031250 Penalty: 765.880310
	Iteration 7F: 3 clusters Score -369008 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -369312.843750 Penalty: 765.880310
	Iteration 8F: 3 clusters Score -369312.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -369502.437500 Penalty: 765.880310
	Iteration 9F: 3 clusters Score -369502.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -369587.156250 Penalty: 765.880310
	Iteration 10Q: 3 clusters Score -369587.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -369643.281250 Penalty: 765.880310
	Iteration 11Q: 3 clusters Score -369643.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369683.031250 Penalty: 765.880310
	Iteration 12Q: 3 clusters Score -369683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -369702.437500 Penalty: 765.880310
	Iteration 13Q: 3 clusters Score -369702.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -369712.281250 Penalty: 765.880310
	Iteration 14Q: 3 clusters Score -369712.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -369719.875000 Penalty: 765.880310
	Iteration 15Q: 3 clusters Score -369719.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -369726.906250 Penalty: 765.880310
	Iteration 16Q: 3 clusters Score -369726.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -369730.093750 Penalty: 765.880310
	Iteration 17Q: 3 clusters Score -369730.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -369734.343750 Penalty: 765.880310
	Iteration 18Q: 3 clusters Score -369734.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369736.187500 Penalty: 765.880310
	Iteration 19Q: 3 clusters Score -369736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -369737.312500 Penalty: 765.880310
	Iteration 20F: 3 clusters Score -369737.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -369739.593750 Penalty: 765.880310
	Iteration 21Q: 3 clusters Score -369739.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -369740.781250 Penalty: 765.880310
	Iteration 22Q: 3 clusters Score -369740.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -369742.125000 Penalty: 765.880310
	Iteration 23Q: 3 clusters Score -369742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -369743.468750 Penalty: 765.880310
	Iteration 24Q: 3 clusters Score -369743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -369744.718750 Penalty: 765.880310
	Iteration 25Q: 3 clusters Score -369744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369745.718750 Penalty: 765.880310
	Iteration 26Q: 3 clusters Score -369745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -369745.687500 Penalty: 765.880310
	Iteration 27Q: 3 clusters Score -369745.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -369746.718750 Penalty: 765.880310
	Iteration 28Q: 3 clusters Score -369746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -369746.406250 Penalty: 765.880310
	Iteration 29Q: 3 clusters Score -369746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -369748.312500 Penalty: 765.880310
	Iteration 30Q: 3 clusters Score -369748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -369748.875000 Penalty: 765.880310
	Iteration 31Q: 3 clusters Score -369748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -369749.156250 Penalty: 765.880310
	Iteration 32Q: 3 clusters Score -369749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -369748.875000 Penalty: 765.880310
	Iteration 33Q: 3 clusters Score -369748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -369750.250000 Penalty: 765.880310
	Iteration 34Q: 3 clusters Score -369750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -369752.531250 Penalty: 765.880310
	Iteration 35Q: 3 clusters Score -369752.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -369756.375000 Penalty: 765.880310
	Iteration 36Q: 3 clusters Score -369756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -369757.625000 Penalty: 765.880310
	Iteration 37Q: 3 clusters Score -369757.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -369758.187500 Penalty: 765.880310
	Iteration 38Q: 3 clusters Score -369758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -369760.031250 Penalty: 765.880310
	Iteration 39Q: 3 clusters Score -369760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -369759.750000 Penalty: 765.880310
	Iteration 40F: 3 clusters Score -369759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -369760.281250 Penalty: 765.880310
	Iteration 41Q: 3 clusters Score -369760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -369760.406250 Penalty: 765.880310
	Iteration 42Q: 3 clusters Score -369760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -369760.406250 Penalty: 765.880310
	Iteration 43F: 3 clusters Score -369760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Entering Unmasked Estep 
Score: -754179.250000 Penalty: 418.856140
	Iteration 0F: 2 clusters Score -754179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -747537.812500 Penalty: 837.712280
	Iteration 0F: 3 clusters Score -747537.8 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -750192.000000 Penalty: 837.712280
	Iteration 1F: 3 clusters Score -750192 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -750388.312500 Penalty: 837.712280
	Iteration 2F: 3 clusters Score -750388.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -750603.687500 Penalty: 837.712280
	Iteration 3Q: 3 clusters Score -750603.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -750816.562500 Penalty: 837.712280
	Iteration 4Q: 3 clusters Score -750816.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -751035.437500 Penalty: 837.712280
	Iteration 5Q: 3 clusters Score -751035.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -751278.687500 Penalty: 837.712280
	Iteration 6Q: 3 clusters Score -751278.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -751543.250000 Penalty: 837.712280
	Iteration 7Q: 3 clusters Score -751543.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -751800.375000 Penalty: 837.712280
	Iteration 8Q: 3 clusters Score -751800.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -752008.812500 Penalty: 837.712280
	Iteration 9Q: 3 clusters Score -752008.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -752108.437500 Penalty: 837.712280
	Iteration 10Q: 3 clusters Score -752108.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -752165.312500 Penalty: 837.712280
	Iteration 11Q: 3 clusters Score -752165.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -752203.437500 Penalty: 837.712280
	Iteration 12Q: 3 clusters Score -752203.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -752246.750000 Penalty: 837.712280
	Iteration 13Q: 3 clusters Score -752246.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -752293.125000 Penalty: 837.712280
	Iteration 14Q: 3 clusters Score -752293.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -752342.937500 Penalty: 837.712280
	Iteration 15Q: 3 clusters Score -752342.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -752412.500000 Penalty: 837.712280
	Iteration 16Q: 3 clusters Score -752412.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -752525.875000 Penalty: 837.712280
	Iteration 17Q: 3 clusters Score -752525.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -752691.750000 Penalty: 837.712280
	Iteration 18Q: 3 clusters Score -752691.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -752908.875000 Penalty: 837.712280
	Iteration 19Q: 3 clusters Score -752908.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -753098.312500 Penalty: 837.712280
	Iteration 20F: 3 clusters Score -753098.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -753187.937500 Penalty: 837.712280
	Iteration 21Q: 3 clusters Score -753187.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -753251.812500 Penalty: 837.712280
	Iteration 22Q: 3 clusters Score -753251.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -753302.812500 Penalty: 837.712280
	Iteration 23Q: 3 clusters Score -753302.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -753354.375000 Penalty: 837.712280
	Iteration 24Q: 3 clusters Score -753354.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -753415.875000 Penalty: 837.712280
	Iteration 25Q: 3 clusters Score -753415.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -753506.062500 Penalty: 837.712280
	Iteration 26Q: 3 clusters Score -753506.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -753615.250000 Penalty: 837.712280
	Iteration 27Q: 3 clusters Score -753615.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -753748.875000 Penalty: 837.712280
	Iteration 28Q: 3 clusters Score -753748.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -753854.125000 Penalty: 837.712280
	Iteration 29Q: 3 clusters Score -753854.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -753939.125000 Penalty: 837.712280
	Iteration 30Q: 3 clusters Score -753939.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -753991.000000 Penalty: 837.712280
	Iteration 31Q: 3 clusters Score -753991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -754012.687500 Penalty: 837.712280
	Iteration 32Q: 3 clusters Score -754012.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -754022.000000 Penalty: 837.712280
	Iteration 33Q: 3 clusters Score -754022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -754025.562500 Penalty: 837.712280
	Iteration 34Q: 3 clusters Score -754025.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -754028.875000 Penalty: 837.712280
	Iteration 35Q: 3 clusters Score -754028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -754029.812500 Penalty: 837.712280
	Iteration 36Q: 3 clusters Score -754029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -754030.062500 Penalty: 837.712280
	Iteration 37Q: 3 clusters Score -754030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -754029.687500 Penalty: 837.712280
	Iteration 38Q: 3 clusters Score -754029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -754030.125000 Penalty: 837.712280
	Iteration 39Q: 3 clusters Score -754030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -754043.187500 Penalty: 837.712280
	Iteration 40F: 3 clusters Score -754043.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -754043.687500 Penalty: 837.712280
	Iteration 41Q: 3 clusters Score -754043.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -754042.687500 Penalty: 837.712280
	Iteration 42Q: 3 clusters Score -754042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -754044.437500 Penalty: 837.712280
	Iteration 43Q: 3 clusters Score -754044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -754044.250000 Penalty: 837.712280
	Iteration 44Q: 3 clusters Score -754044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -754045.500000 Penalty: 837.712280
	Iteration 45Q: 3 clusters Score -754045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -754045.062500 Penalty: 837.712280
	Iteration 46Q: 3 clusters Score -754045.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -754047.562500 Penalty: 837.712280
	Iteration 47Q: 3 clusters Score -754047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -754047.562500 Penalty: 837.712280
	Iteration 48F: 3 clusters Score -754047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -9283.308594 Penalty: 255.397339
	Iteration 0F: 2 clusters Score -9283.309 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 149 members 
Entering Unmasked Estep 
Score: -8960.861328 Penalty: 510.794678
	Iteration 0F: 3 clusters Score -8960.861 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9092.071289 Penalty: 510.794678
	Iteration 1F: 3 clusters Score -9092.071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9144.151367 Penalty: 510.794678
	Iteration 2F: 3 clusters Score -9144.151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9178.481445 Penalty: 510.794678
	Iteration 3F: 3 clusters Score -9178.481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9203.405273 Penalty: 510.794678
	Iteration 4Q: 3 clusters Score -9203.405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9210.305664 Penalty: 510.794678
	Iteration 5Q: 3 clusters Score -9210.306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9211.258789 Penalty: 510.794678
	Iteration 6Q: 3 clusters Score -9211.259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9211.258789 Penalty: 510.794678
	Iteration 7F: 3 clusters Score -9211.259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Entering Unmasked Estep 
Score: -1360324.125000 Penalty: 442.141632
	Iteration 0F: 2 clusters Score -1360324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1349371.375000 Penalty: 884.283264
	Iteration 0F: 3 clusters Score -1349371 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1353656.000000 Penalty: 884.283264
	Iteration 1F: 3 clusters Score -1353656 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1353799.000000 Penalty: 884.283264
	Iteration 2Q: 3 clusters Score -1353799 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1353988.125000 Penalty: 884.283264
	Iteration 3Q: 3 clusters Score -1353988 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1354217.125000 Penalty: 884.283264
	Iteration 4Q: 3 clusters Score -1354217 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1354576.750000 Penalty: 884.283264
	Iteration 5Q: 3 clusters Score -1354577 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1355180.625000 Penalty: 884.283264
	Iteration 6F: 3 clusters Score -1355181 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1355886.625000 Penalty: 884.283264
	Iteration 7F: 3 clusters Score -1355887 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1356606.875000 Penalty: 884.283264
	Iteration 8F: 3 clusters Score -1356607 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1357064.500000 Penalty: 884.283264
	Iteration 9Q: 3 clusters Score -1357064 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1357255.000000 Penalty: 884.283264
	Iteration 10Q: 3 clusters Score -1357255 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1357377.625000 Penalty: 884.283264
	Iteration 11Q: 3 clusters Score -1357378 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1357509.750000 Penalty: 884.283264
	Iteration 12Q: 3 clusters Score -1357510 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1357620.000000 Penalty: 884.283264
	Iteration 13Q: 3 clusters Score -1357620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1357742.125000 Penalty: 884.283264
	Iteration 14Q: 3 clusters Score -1357742 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1357892.125000 Penalty: 884.283264
	Iteration 15Q: 3 clusters Score -1357892 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1358061.750000 Penalty: 884.283264
	Iteration 16Q: 3 clusters Score -1358062 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1358223.125000 Penalty: 884.283264
	Iteration 17Q: 3 clusters Score -1358223 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1358403.625000 Penalty: 884.283264
	Iteration 18Q: 3 clusters Score -1358404 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1358618.750000 Penalty: 884.283264
	Iteration 19Q: 3 clusters Score -1358619 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1358815.250000 Penalty: 884.283264
	Iteration 20F: 3 clusters Score -1358815 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1359017.375000 Penalty: 884.283264
	Iteration 21Q: 3 clusters Score -1359017 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1359205.250000 Penalty: 884.283264
	Iteration 22Q: 3 clusters Score -1359205 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1359356.500000 Penalty: 884.283264
	Iteration 23Q: 3 clusters Score -1359356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1359488.375000 Penalty: 884.283264
	Iteration 24Q: 3 clusters Score -1359488 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1359586.000000 Penalty: 884.283264
	Iteration 25Q: 3 clusters Score -1359586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1359723.125000 Penalty: 884.283264
	Iteration 26Q: 3 clusters Score -1359723 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1359796.625000 Penalty: 884.283264
	Iteration 27Q: 3 clusters Score -1359797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1359828.250000 Penalty: 884.283264
	Iteration 28Q: 3 clusters Score -1359828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1359869.375000 Penalty: 884.283264
	Iteration 29Q: 3 clusters Score -1359869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1359896.250000 Penalty: 884.283264
	Iteration 30Q: 3 clusters Score -1359896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1359916.125000 Penalty: 884.283264
	Iteration 31Q: 3 clusters Score -1359916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1359928.375000 Penalty: 884.283264
	Iteration 32Q: 3 clusters Score -1359928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1359940.500000 Penalty: 884.283264
	Iteration 33Q: 3 clusters Score -1359940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1359943.250000 Penalty: 884.283264
	Iteration 34Q: 3 clusters Score -1359943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1359949.250000 Penalty: 884.283264
	Iteration 35Q: 3 clusters Score -1359949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1359949.250000 Penalty: 884.283264
	Iteration 36F: 3 clusters Score -1359949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -25821.230469 Penalty: 269.917145
	Iteration 0F: 2 clusters Score -25821.23 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 182 members 
Entering Unmasked Estep 
Score: -25393.353516 Penalty: 539.834290
	Iteration 0F: 3 clusters Score -25393.35 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25510.533203 Penalty: 539.834290
	Iteration 1F: 3 clusters Score -25510.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25562.781250 Penalty: 539.834290
	Iteration 2F: 3 clusters Score -25562.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25602.806641 Penalty: 539.834290
	Iteration 3F: 3 clusters Score -25602.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25616.734375 Penalty: 539.834290
	Iteration 4Q: 3 clusters Score -25616.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25626.273438 Penalty: 539.834290
	Iteration 5Q: 3 clusters Score -25626.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25633.457031 Penalty: 539.834290
	Iteration 6Q: 3 clusters Score -25633.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25639.882812 Penalty: 539.834290
	Iteration 7Q: 3 clusters Score -25639.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25641.421875 Penalty: 539.834290
	Iteration 8Q: 3 clusters Score -25641.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25642.847656 Penalty: 539.834290
	Iteration 9Q: 3 clusters Score -25642.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25644.802734 Penalty: 539.834290
	Iteration 10Q: 3 clusters Score -25644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25645.615234 Penalty: 539.834290
	Iteration 11Q: 3 clusters Score -25645.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25645.615234 Penalty: 539.834290
	Iteration 12F: 3 clusters Score -25645.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -220274.468750 Penalty: 361.183044
	Iteration 0F: 2 clusters Score -220274.5 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 1416 members 
Entering Unmasked Estep 
Score: -218333.187500 Penalty: 722.366089
	Iteration 0F: 3 clusters Score -218333.2 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -218938.125000 Penalty: 722.366089
	Iteration 1F: 3 clusters Score -218938.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -219004.640625 Penalty: 722.366089
	Iteration 2F: 3 clusters Score -219004.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -219065.015625 Penalty: 722.366089
	Iteration 3Q: 3 clusters Score -219065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -219143.093750 Penalty: 722.366089
	Iteration 4Q: 3 clusters Score -219143.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -219225.312500 Penalty: 722.366089
	Iteration 5F: 3 clusters Score -219225.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -219323.406250 Penalty: 722.366089
	Iteration 6F: 3 clusters Score -219323.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -219400.734375 Penalty: 722.366089
	Iteration 7Q: 3 clusters Score -219400.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -219448.437500 Penalty: 722.366089
	Iteration 8Q: 3 clusters Score -219448.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -219490.031250 Penalty: 722.366089
	Iteration 9Q: 3 clusters Score -219490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -219526.421875 Penalty: 722.366089
	Iteration 10Q: 3 clusters Score -219526.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -219555.843750 Penalty: 722.366089
	Iteration 11Q: 3 clusters Score -219555.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -219583.890625 Penalty: 722.366089
	Iteration 12Q: 3 clusters Score -219583.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -219605.359375 Penalty: 722.366089
	Iteration 13Q: 3 clusters Score -219605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -219621.328125 Penalty: 722.366089
	Iteration 14Q: 3 clusters Score -219621.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -219636.953125 Penalty: 722.366089
	Iteration 15Q: 3 clusters Score -219637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -219655.218750 Penalty: 722.366089
	Iteration 16Q: 3 clusters Score -219655.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -219673.593750 Penalty: 722.366089
	Iteration 17Q: 3 clusters Score -219673.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -219699.062500 Penalty: 722.366089
	Iteration 18Q: 3 clusters Score -219699.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -219721.656250 Penalty: 722.366089
	Iteration 19Q: 3 clusters Score -219721.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -219745.750000 Penalty: 722.366089
	Iteration 20F: 3 clusters Score -219745.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -219779.281250 Penalty: 722.366089
	Iteration 21Q: 3 clusters Score -219779.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -219809.390625 Penalty: 722.366089
	Iteration 22Q: 3 clusters Score -219809.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -219828.484375 Penalty: 722.366089
	Iteration 23Q: 3 clusters Score -219828.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -219839.359375 Penalty: 722.366089
	Iteration 24Q: 3 clusters Score -219839.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -219853.359375 Penalty: 722.366089
	Iteration 25Q: 3 clusters Score -219853.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -219861.859375 Penalty: 722.366089
	Iteration 26Q: 3 clusters Score -219861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -219872.062500 Penalty: 722.366089
	Iteration 27Q: 3 clusters Score -219872.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -219876.390625 Penalty: 722.366089
	Iteration 28Q: 3 clusters Score -219876.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -219881.171875 Penalty: 722.366089
	Iteration 29Q: 3 clusters Score -219881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -219886.296875 Penalty: 722.366089
	Iteration 30Q: 3 clusters Score -219886.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -219890.593750 Penalty: 722.366089
	Iteration 31Q: 3 clusters Score -219890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -219895.859375 Penalty: 722.366089
	Iteration 32Q: 3 clusters Score -219895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -219898.953125 Penalty: 722.366089
	Iteration 33Q: 3 clusters Score -219899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -219901.015625 Penalty: 722.366089
	Iteration 34Q: 3 clusters Score -219901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -219903.578125 Penalty: 722.366089
	Iteration 35Q: 3 clusters Score -219903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -219904.718750 Penalty: 722.366089
	Iteration 36Q: 3 clusters Score -219904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -219905.968750 Penalty: 722.366089
	Iteration 37Q: 3 clusters Score -219906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -219907.953125 Penalty: 722.366089
	Iteration 38Q: 3 clusters Score -219908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -219910.718750 Penalty: 722.366089
	Iteration 39Q: 3 clusters Score -219910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -219914.406250 Penalty: 722.366089
	Iteration 40F: 3 clusters Score -219914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -219918.609375 Penalty: 722.366089
	Iteration 41Q: 3 clusters Score -219918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -219921.703125 Penalty: 722.366089
	Iteration 42Q: 3 clusters Score -219921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -219924.015625 Penalty: 722.366089
	Iteration 43Q: 3 clusters Score -219924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -219927.312500 Penalty: 722.366089
	Iteration 44Q: 3 clusters Score -219927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -219933.656250 Penalty: 722.366089
	Iteration 45Q: 3 clusters Score -219933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -219937.937500 Penalty: 722.366089
	Iteration 46Q: 3 clusters Score -219937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -219940.546875 Penalty: 722.366089
	Iteration 47Q: 3 clusters Score -219940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -219943.125000 Penalty: 722.366089
	Iteration 48Q: 3 clusters Score -219943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -219944.593750 Penalty: 722.366089
	Iteration 49Q: 3 clusters Score -219944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -219946.078125 Penalty: 722.366089
	Iteration 50Q: 3 clusters Score -219946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -219948.703125 Penalty: 722.366089
	Iteration 51Q: 3 clusters Score -219948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -219949.312500 Penalty: 722.366089
	Iteration 52Q: 3 clusters Score -219949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -219949.421875 Penalty: 722.366089
	Iteration 53Q: 3 clusters Score -219949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -219949.421875 Penalty: 722.366089
	Iteration 54F: 3 clusters Score -219949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Entering Unmasked Estep 
Score: -115726.468750 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -115726.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -114537.109375 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -114537.1 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -114962.375000 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -114962.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -115098.960938 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -115099 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -115220.867188 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -115220.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -115302.281250 Penalty: 671.489746
	Iteration 4F: 3 clusters Score -115302.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -115349.296875 Penalty: 671.489746
	Iteration 5Q: 3 clusters Score -115349.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -115379.234375 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -115379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -115401.406250 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -115401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -115415.203125 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -115415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -115429.281250 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -115429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -115433.257812 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -115433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -115436.804688 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -115436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -115440.773438 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -115440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -115441.625000 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -115441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -115442.375000 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -115442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -115442.375000 Penalty: 671.489746
	Iteration 15F: 3 clusters Score -115442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Entering Unmasked Estep 
Score: -517733.406250 Penalty: 400.219666
	Iteration 0F: 2 clusters Score -517733.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -513296.093750 Penalty: 800.439331
	Iteration 0F: 3 clusters Score -513296.1 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -514957.500000 Penalty: 800.439331
	Iteration 1F: 3 clusters Score -514957.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -515205.437500 Penalty: 800.439331
	Iteration 2F: 3 clusters Score -515205.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -515583.500000 Penalty: 800.439331
	Iteration 3F: 3 clusters Score -515583.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -516052.781250 Penalty: 800.439331
	Iteration 4F: 3 clusters Score -516052.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -516533.125000 Penalty: 800.439331
	Iteration 5F: 3 clusters Score -516533.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -516978.375000 Penalty: 800.439331
	Iteration 6F: 3 clusters Score -516978.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -517246.968750 Penalty: 800.439331
	Iteration 7Q: 3 clusters Score -517247 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -517367.781250 Penalty: 800.439331
	Iteration 8Q: 3 clusters Score -517367.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -517416.875000 Penalty: 800.439331
	Iteration 9Q: 3 clusters Score -517416.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -517437.562500 Penalty: 800.439331
	Iteration 10Q: 3 clusters Score -517437.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -517454.531250 Penalty: 800.439331
	Iteration 11Q: 3 clusters Score -517454.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -517462.812500 Penalty: 800.439331
	Iteration 12Q: 3 clusters Score -517462.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -517468.281250 Penalty: 800.439331
	Iteration 13Q: 3 clusters Score -517468.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -517473.750000 Penalty: 800.439331
	Iteration 14Q: 3 clusters Score -517473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -517475.968750 Penalty: 800.439331
	Iteration 15Q: 3 clusters Score -517476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -517478.531250 Penalty: 800.439331
	Iteration 16Q: 3 clusters Score -517478.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -517481.500000 Penalty: 800.439331
	Iteration 17Q: 3 clusters Score -517481.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -517486.437500 Penalty: 800.439331
	Iteration 18Q: 3 clusters Score -517486.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -517488.656250 Penalty: 800.439331
	Iteration 19Q: 3 clusters Score -517488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -517492.062500 Penalty: 800.439331
	Iteration 20F: 3 clusters Score -517492.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -517493.156250 Penalty: 800.439331
	Iteration 21Q: 3 clusters Score -517493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -517494.625000 Penalty: 800.439331
	Iteration 22Q: 3 clusters Score -517494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -517495.218750 Penalty: 800.439331
	Iteration 23Q: 3 clusters Score -517495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -517495.531250 Penalty: 800.439331
	Iteration 24Q: 3 clusters Score -517495.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -517497.062500 Penalty: 800.439331
	Iteration 25Q: 3 clusters Score -517497.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -517499.937500 Penalty: 800.439331
	Iteration 26Q: 3 clusters Score -517499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -517501.031250 Penalty: 800.439331
	Iteration 27Q: 3 clusters Score -517501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -517503.187500 Penalty: 800.439331
	Iteration 28Q: 3 clusters Score -517503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -517508.281250 Penalty: 800.439331
	Iteration 29Q: 3 clusters Score -517508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -517510.656250 Penalty: 800.439331
	Iteration 30Q: 3 clusters Score -517510.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -517511.750000 Penalty: 800.439331
	Iteration 31Q: 3 clusters Score -517511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -517513.312500 Penalty: 800.439331
	Iteration 32Q: 3 clusters Score -517513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -517513.437500 Penalty: 800.439331
	Iteration 33Q: 3 clusters Score -517513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -517513.000000 Penalty: 800.439331
	Iteration 34Q: 3 clusters Score -517513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -517514.718750 Penalty: 800.439331
	Iteration 35Q: 3 clusters Score -517514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -517514.812500 Penalty: 800.439331
	Iteration 36Q: 3 clusters Score -517514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -517514.187500 Penalty: 800.439331
	Iteration 37Q: 3 clusters Score -517514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -517514.187500 Penalty: 800.439331
	Iteration 38F: 3 clusters Score -517514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -30049.142578 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -30049.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29555.515625 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -29555.52 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29716.628906 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -29716.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29785.035156 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -29785.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29858.939453 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -29858.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -29919.611328 Penalty: 569.969238
	Iteration 4F: 3 clusters Score -29919.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29946.669922 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -29946.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29964.173828 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -29964.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29972.656250 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -29972.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29978.671875 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -29978.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29981.816406 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -29981.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29986.158203 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -29986.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29989.279297 Penalty: 569.969238
	Iteration 11Q: 3 clusters Score -29989.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29995.908203 Penalty: 569.969238
	Iteration 12Q: 3 clusters Score -29995.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30000.000000 Penalty: 569.969238
	Iteration 13Q: 3 clusters Score -30000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30003.095703 Penalty: 569.969238
	Iteration 14Q: 3 clusters Score -30003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30004.410156 Penalty: 569.969238
	Iteration 15Q: 3 clusters Score -30004.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -30005.658203 Penalty: 569.969238
	Iteration 16Q: 3 clusters Score -30005.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30006.382812 Penalty: 569.969238
	Iteration 17Q: 3 clusters Score -30006.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30007.599609 Penalty: 569.969238
	Iteration 18Q: 3 clusters Score -30007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30008.431641 Penalty: 569.969238
	Iteration 19Q: 3 clusters Score -30008.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30008.431641 Penalty: 569.969238
	Iteration 20F: 3 clusters Score -30008.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Entering Unmasked Estep 
Score: -15514.330078 Penalty: 268.445343
	Iteration 0F: 2 clusters Score -15514.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15129.210938 Penalty: 536.890686
	Iteration 0F: 3 clusters Score -15129.21 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -15263.860352 Penalty: 536.890686
	Iteration 1F: 3 clusters Score -15263.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15299.385742 Penalty: 536.890686
	Iteration 2F: 3 clusters Score -15299.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15327.052734 Penalty: 536.890686
	Iteration 3F: 3 clusters Score -15327.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15359.855469 Penalty: 536.890686
	Iteration 4Q: 3 clusters Score -15359.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15380.762695 Penalty: 536.890686
	Iteration 5Q: 3 clusters Score -15380.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15389.402344 Penalty: 536.890686
	Iteration 6Q: 3 clusters Score -15389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15400.512695 Penalty: 536.890686
	Iteration 7Q: 3 clusters Score -15400.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15412.518555 Penalty: 536.890686
	Iteration 8Q: 3 clusters Score -15412.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15422.661133 Penalty: 536.890686
	Iteration 9Q: 3 clusters Score -15422.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15426.298828 Penalty: 536.890686
	Iteration 10Q: 3 clusters Score -15426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15429.646484 Penalty: 536.890686
	Iteration 11Q: 3 clusters Score -15429.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15431.749023 Penalty: 536.890686
	Iteration 12Q: 3 clusters Score -15431.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15432.646484 Penalty: 536.890686
	Iteration 13Q: 3 clusters Score -15432.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15432.773438 Penalty: 536.890686
	Iteration 14Q: 3 clusters Score -15432.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15433.047852 Penalty: 536.890686
	Iteration 15Q: 3 clusters Score -15433.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15433.785156 Penalty: 536.890686
	Iteration 16Q: 3 clusters Score -15433.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15433.785156 Penalty: 536.890686
	Iteration 17F: 3 clusters Score -15433.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Entering Unmasked Estep 
Score: -244618.765625 Penalty: 368.460571
	Iteration 0F: 2 clusters Score -244618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -242358.234375 Penalty: 736.921143
	Iteration 0F: 3 clusters Score -242358.2 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -243112.437500 Penalty: 736.921143
	Iteration 1F: 3 clusters Score -243112.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -243189.156250 Penalty: 736.921143
	Iteration 2F: 3 clusters Score -243189.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -243271.312500 Penalty: 736.921143
	Iteration 3F: 3 clusters Score -243271.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -243373.921875 Penalty: 736.921143
	Iteration 4F: 3 clusters Score -243373.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -243473.343750 Penalty: 736.921143
	Iteration 5Q: 3 clusters Score -243473.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -243611.500000 Penalty: 736.921143
	Iteration 6F: 3 clusters Score -243611.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -243773.875000 Penalty: 736.921143
	Iteration 7F: 3 clusters Score -243773.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -243944.406250 Penalty: 736.921143
	Iteration 8Q: 3 clusters Score -243944.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -244036.718750 Penalty: 736.921143
	Iteration 9Q: 3 clusters Score -244036.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -244101.453125 Penalty: 736.921143
	Iteration 10Q: 3 clusters Score -244101.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -244153.875000 Penalty: 736.921143
	Iteration 11Q: 3 clusters Score -244153.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -244186.843750 Penalty: 736.921143
	Iteration 12Q: 3 clusters Score -244186.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -244219.156250 Penalty: 736.921143
	Iteration 13Q: 3 clusters Score -244219.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -244240.453125 Penalty: 736.921143
	Iteration 14Q: 3 clusters Score -244240.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -244254.359375 Penalty: 736.921143
	Iteration 15Q: 3 clusters Score -244254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -244270.750000 Penalty: 736.921143
	Iteration 16Q: 3 clusters Score -244270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -244280.656250 Penalty: 736.921143
	Iteration 17Q: 3 clusters Score -244280.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -244288.203125 Penalty: 736.921143
	Iteration 18Q: 3 clusters Score -244288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -244296.140625 Penalty: 736.921143
	Iteration 19Q: 3 clusters Score -244296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -244300.593750 Penalty: 736.921143
	Iteration 20F: 3 clusters Score -244300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -244307.000000 Penalty: 736.921143
	Iteration 21Q: 3 clusters Score -244307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -244311.546875 Penalty: 736.921143
	Iteration 22Q: 3 clusters Score -244311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -244314.187500 Penalty: 736.921143
	Iteration 23Q: 3 clusters Score -244314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -244315.312500 Penalty: 736.921143
	Iteration 24Q: 3 clusters Score -244315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -244317.421875 Penalty: 736.921143
	Iteration 25Q: 3 clusters Score -244317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -244319.203125 Penalty: 736.921143
	Iteration 26Q: 3 clusters Score -244319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -244324.156250 Penalty: 736.921143
	Iteration 27Q: 3 clusters Score -244324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -244328.265625 Penalty: 736.921143
	Iteration 28Q: 3 clusters Score -244328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -244330.312500 Penalty: 736.921143
	Iteration 29Q: 3 clusters Score -244330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -244330.953125 Penalty: 736.921143
	Iteration 30Q: 3 clusters Score -244331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -244331.625000 Penalty: 736.921143
	Iteration 31Q: 3 clusters Score -244331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -244334.781250 Penalty: 736.921143
	Iteration 32Q: 3 clusters Score -244334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -244335.484375 Penalty: 736.921143
	Iteration 33Q: 3 clusters Score -244335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -244338.171875 Penalty: 736.921143
	Iteration 34Q: 3 clusters Score -244338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -244342.015625 Penalty: 736.921143
	Iteration 35Q: 3 clusters Score -244342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -244343.843750 Penalty: 736.921143
	Iteration 36Q: 3 clusters Score -244343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -244345.296875 Penalty: 736.921143
	Iteration 37Q: 3 clusters Score -244345.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -244345.296875 Penalty: 736.921143
	Iteration 38F: 3 clusters Score -244345.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -7070.389648 Penalty: 253.877716
	Iteration 0F: 2 clusters Score -7070.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6742.312988 Penalty: 507.755432
	Iteration 0F: 3 clusters Score -6742.313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6834.890625 Penalty: 507.755432
	Iteration 1F: 3 clusters Score -6834.891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6874.431152 Penalty: 507.755432
	Iteration 2F: 3 clusters Score -6874.431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6895.267090 Penalty: 507.755432
	Iteration 3F: 3 clusters Score -6895.267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6923.468262 Penalty: 507.755432
	Iteration 4F: 3 clusters Score -6923.468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6946.061523 Penalty: 507.755432
	Iteration 5Q: 3 clusters Score -6946.062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6958.262207 Penalty: 507.755432
	Iteration 6Q: 3 clusters Score -6958.262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6960.252441 Penalty: 507.755432
	Iteration 7Q: 3 clusters Score -6960.252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6962.400391 Penalty: 507.755432
	Iteration 8Q: 3 clusters Score -6962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6964.142090 Penalty: 507.755432
	Iteration 9Q: 3 clusters Score -6964.142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6965.203125 Penalty: 507.755432
	Iteration 10Q: 3 clusters Score -6965.203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6966.575684 Penalty: 507.755432
	Iteration 11Q: 3 clusters Score -6966.576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6966.804688 Penalty: 507.755432
	Iteration 12Q: 3 clusters Score -6966.805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6966.804688 Penalty: 507.755432
	Iteration 13F: 3 clusters Score -6966.805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -931204.125000 Penalty: 425.028290
	Iteration 0F: 2 clusters Score -931204.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -923683.687500 Penalty: 850.056580
	Iteration 0F: 3 clusters Score -923683.7 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -926920.187500 Penalty: 850.056580
	Iteration 1F: 3 clusters Score -926920.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -927519.562500 Penalty: 850.056580
	Iteration 2F: 3 clusters Score -927519.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -928511.062500 Penalty: 850.056580
	Iteration 3F: 3 clusters Score -928511.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -929398.062500 Penalty: 850.056580
	Iteration 4F: 3 clusters Score -929398.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -929927.562500 Penalty: 850.056580
	Iteration 5F: 3 clusters Score -929927.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -930185.750000 Penalty: 850.056580
	Iteration 6Q: 3 clusters Score -930185.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -930353.000000 Penalty: 850.056580
	Iteration 7Q: 3 clusters Score -930353 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -930485.687500 Penalty: 850.056580
	Iteration 8Q: 3 clusters Score -930485.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -930577.000000 Penalty: 850.056580
	Iteration 9Q: 3 clusters Score -930577 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -930654.687500 Penalty: 850.056580
	Iteration 10Q: 3 clusters Score -930654.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -930697.375000 Penalty: 850.056580
	Iteration 11Q: 3 clusters Score -930697.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -930719.875000 Penalty: 850.056580
	Iteration 12Q: 3 clusters Score -930719.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -930741.250000 Penalty: 850.056580
	Iteration 13Q: 3 clusters Score -930741.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -930754.875000 Penalty: 850.056580
	Iteration 14Q: 3 clusters Score -930754.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -930762.562500 Penalty: 850.056580
	Iteration 15Q: 3 clusters Score -930762.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -930765.625000 Penalty: 850.056580
	Iteration 16Q: 3 clusters Score -930765.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -930775.437500 Penalty: 850.056580
	Iteration 17Q: 3 clusters Score -930775.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -930783.187500 Penalty: 850.056580
	Iteration 18Q: 3 clusters Score -930783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -930782.625000 Penalty: 850.056580
	Iteration 19Q: 3 clusters Score -930782.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -930784.250000 Penalty: 850.056580
	Iteration 20F: 3 clusters Score -930784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -930785.125000 Penalty: 850.056580
	Iteration 21Q: 3 clusters Score -930785.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -930786.062500 Penalty: 850.056580
	Iteration 22Q: 3 clusters Score -930786.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -930788.625000 Penalty: 850.056580
	Iteration 23Q: 3 clusters Score -930788.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -930791.125000 Penalty: 850.056580
	Iteration 24Q: 3 clusters Score -930791.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -930791.125000 Penalty: 850.056580
	Iteration 25Q: 3 clusters Score -930791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -930789.937500 Penalty: 850.056580
	Iteration 26Q: 3 clusters Score -930789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -930790.812500 Penalty: 850.056580
	Iteration 27Q: 3 clusters Score -930790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -930788.875000 Penalty: 850.056580
	Iteration 28Q: 3 clusters Score -930788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -930788.875000 Penalty: 850.056580
	Iteration 29F: 3 clusters Score -930788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -64898.113281 Penalty: 311.098633
	Iteration 0F: 2 clusters Score -64898.11 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 503 members 
Entering Unmasked Estep 
Score: -64148.964844 Penalty: 622.197266
	Iteration 0F: 3 clusters Score -64148.96 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -64433.457031 Penalty: 622.197266
	Iteration 1F: 3 clusters Score -64433.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64480.816406 Penalty: 622.197266
	Iteration 2F: 3 clusters Score -64480.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64501.976562 Penalty: 622.197266
	Iteration 3Q: 3 clusters Score -64501.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -64517.132812 Penalty: 622.197266
	Iteration 4Q: 3 clusters Score -64517.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -64522.550781 Penalty: 622.197266
	Iteration 5Q: 3 clusters Score -64522.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -64526.585938 Penalty: 622.197266
	Iteration 6Q: 3 clusters Score -64526.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64533.007812 Penalty: 622.197266
	Iteration 7Q: 3 clusters Score -64533.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -64543.046875 Penalty: 622.197266
	Iteration 8Q: 3 clusters Score -64543.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64547.933594 Penalty: 622.197266
	Iteration 9Q: 3 clusters Score -64547.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -64551.929688 Penalty: 622.197266
	Iteration 10Q: 3 clusters Score -64551.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -64558.964844 Penalty: 622.197266
	Iteration 11Q: 3 clusters Score -64558.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -64561.953125 Penalty: 622.197266
	Iteration 12Q: 3 clusters Score -64561.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -64563.316406 Penalty: 622.197266
	Iteration 13Q: 3 clusters Score -64563.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -64564.167969 Penalty: 622.197266
	Iteration 14Q: 3 clusters Score -64564.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -64565.503906 Penalty: 622.197266
	Iteration 15Q: 3 clusters Score -64565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -64567.125000 Penalty: 622.197266
	Iteration 16Q: 3 clusters Score -64567.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64568.433594 Penalty: 622.197266
	Iteration 17Q: 3 clusters Score -64568.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -64571.906250 Penalty: 622.197266
	Iteration 18Q: 3 clusters Score -64571.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64573.000000 Penalty: 622.197266
	Iteration 19Q: 3 clusters Score -64573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -64573.062500 Penalty: 622.197266
	Iteration 20F: 3 clusters Score -64573.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (19184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Entering Unmasked Estep 
Score: -1519987.875000 Penalty: 448.713348
	Iteration 0F: 2 clusters Score -1519988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1507326.250000 Penalty: 897.426697
	Iteration 0F: 3 clusters Score -1507326 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1512542.875000 Penalty: 897.426697
	Iteration 1F: 3 clusters Score -1512543 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1512886.875000 Penalty: 897.426697
	Iteration 2Q: 3 clusters Score -1512887 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1513372.125000 Penalty: 897.426697
	Iteration 3Q: 3 clusters Score -1513372 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1514136.000000 Penalty: 897.426697
	Iteration 4F: 3 clusters Score -1514136 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1515156.750000 Penalty: 897.426697
	Iteration 5F: 3 clusters Score -1515157 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1516184.500000 Penalty: 897.426697
	Iteration 6F: 3 clusters Score -1516184 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1516961.500000 Penalty: 897.426697
	Iteration 7F: 3 clusters Score -1516962 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1517476.875000 Penalty: 897.426697
	Iteration 8Q: 3 clusters Score -1517477 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1517867.375000 Penalty: 897.426697
	Iteration 9Q: 3 clusters Score -1517867 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1518213.250000 Penalty: 897.426697
	Iteration 10Q: 3 clusters Score -1518213 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1518502.625000 Penalty: 897.426697
	Iteration 11Q: 3 clusters Score -1518503 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1518719.750000 Penalty: 897.426697
	Iteration 12Q: 3 clusters Score -1518720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1518891.875000 Penalty: 897.426697
	Iteration 13Q: 3 clusters Score -1518892 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1519042.000000 Penalty: 897.426697
	Iteration 14Q: 3 clusters Score -1519042 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1519184.875000 Penalty: 897.426697
	Iteration 15Q: 3 clusters Score -1519185 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1519320.875000 Penalty: 897.426697
	Iteration 16Q: 3 clusters Score -1519321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1519407.500000 Penalty: 897.426697
	Iteration 17Q: 3 clusters Score -1519408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1519479.875000 Penalty: 897.426697
	Iteration 18Q: 3 clusters Score -1519480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -1519526.750000 Penalty: 897.426697
	Iteration 19Q: 3 clusters Score -1519527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1519559.375000 Penalty: 897.426697
	Iteration 20F: 3 clusters Score -1519559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1519582.875000 Penalty: 897.426697
	Iteration 21Q: 3 clusters Score -1519583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1519592.375000 Penalty: 897.426697
	Iteration 22Q: 3 clusters Score -1519592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1519595.875000 Penalty: 897.426697
	Iteration 23Q: 3 clusters Score -1519596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1519596.500000 Penalty: 897.426697
	Iteration 24Q: 3 clusters Score -1519596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1519597.000000 Penalty: 897.426697
	Iteration 25Q: 3 clusters Score -1519597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1519600.750000 Penalty: 897.426697
	Iteration 26Q: 3 clusters Score -1519601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1519600.750000 Penalty: 897.426697
	Iteration 27F: 3 clusters Score -1519601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -13880.133789 Penalty: 248.022247
	Iteration 0F: 2 clusters Score -13880.13 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 114 members 
Entering Unmasked Estep 
Score: -13565.530273 Penalty: 496.044495
	Iteration 0F: 3 clusters Score -13565.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13645.676758 Penalty: 496.044495
	Iteration 1F: 3 clusters Score -13645.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13673.835938 Penalty: 496.044495
	Iteration 2F: 3 clusters Score -13673.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13689.705078 Penalty: 496.044495
	Iteration 3F: 3 clusters Score -13689.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13707.126953 Penalty: 496.044495
	Iteration 4Q: 3 clusters Score -13707.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13716.213867 Penalty: 496.044495
	Iteration 5Q: 3 clusters Score -13716.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13716.816406 Penalty: 496.044495
	Iteration 6Q: 3 clusters Score -13716.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13721.791992 Penalty: 496.044495
	Iteration 7Q: 3 clusters Score -13721.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13724.753906 Penalty: 496.044495
	Iteration 8Q: 3 clusters Score -13724.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13725.090820 Penalty: 496.044495
	Iteration 9Q: 3 clusters Score -13725.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13730.082031 Penalty: 496.044495
	Iteration 10Q: 3 clusters Score -13730.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13730.533203 Penalty: 496.044495
	Iteration 11Q: 3 clusters Score -13730.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13730.533203 Penalty: 496.044495
	Iteration 12F: 3 clusters Score -13730.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -11409.459961 Penalty: 239.921494
	Iteration 0F: 2 clusters Score -11409.46 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 105 members 
Entering Unmasked Estep 
Score: -11144.543945 Penalty: 479.842987
	Iteration 0F: 3 clusters Score -11144.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11213.565430 Penalty: 479.842987
	Iteration 1F: 3 clusters Score -11213.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -11230.472656 Penalty: 479.842987
	Iteration 2F: 3 clusters Score -11230.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11236.889648 Penalty: 479.842987
	Iteration 3Q: 3 clusters Score -11236.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11240.086914 Penalty: 479.842987
	Iteration 4Q: 3 clusters Score -11240.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11241.999023 Penalty: 479.842987
	Iteration 5Q: 3 clusters Score -11242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11242.259766 Penalty: 479.842987
	Iteration 6Q: 3 clusters Score -11242.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11242.529297 Penalty: 479.842987
	Iteration 7Q: 3 clusters Score -11242.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11242.529297 Penalty: 479.842987
	Iteration 8F: 3 clusters Score -11242.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -11734.433594 Penalty: 249.934296
	Iteration 0F: 2 clusters Score -11734.43 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 127 members 
Entering Unmasked Estep 
Score: -11426.658203 Penalty: 499.868591
	Iteration 0F: 3 clusters Score -11426.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11543.239258 Penalty: 499.868591
	Iteration 1F: 3 clusters Score -11543.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11573.827148 Penalty: 499.868591
	Iteration 2F: 3 clusters Score -11573.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11598.099609 Penalty: 499.868591
	Iteration 3F: 3 clusters Score -11598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11605.941406 Penalty: 499.868591
	Iteration 4Q: 3 clusters Score -11605.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11606.833008 Penalty: 499.868591
	Iteration 5Q: 3 clusters Score -11606.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11609.909180 Penalty: 499.868591
	Iteration 6Q: 3 clusters Score -11609.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11609.909180 Penalty: 499.868591
	Iteration 7F: 3 clusters Score -11609.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Entering Unmasked Estep 
Score: -7544.241211 Penalty: 211.319794
	Iteration 0F: 2 clusters Score -7544.241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7351.213379 Penalty: 422.639587
	Iteration 0F: 3 clusters Score -7351.213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -7393.699707 Penalty: 422.639587
	Iteration 1F: 3 clusters Score -7393.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7414.156738 Penalty: 422.639587
	Iteration 2F: 3 clusters Score -7414.157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7414.833984 Penalty: 422.639587
	Iteration 3Q: 3 clusters Score -7414.834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7418.096191 Penalty: 422.639587
	Iteration 4Q: 3 clusters Score -7418.096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7418.096191 Penalty: 422.639587
	Iteration 5F: 3 clusters Score -7418.096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -76842.500000 Penalty: 316.825134
	Iteration 0F: 2 clusters Score -76842.5 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 552 members 
Entering Unmasked Estep 
Score: -76028.812500 Penalty: 633.650269
	Iteration 0F: 3 clusters Score -76028.81 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76316.171875 Penalty: 633.650269
	Iteration 1F: 3 clusters Score -76316.17 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -76364.710938 Penalty: 633.650269
	Iteration 2F: 3 clusters Score -76364.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -76390.195312 Penalty: 633.650269
	Iteration 3Q: 3 clusters Score -76390.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -76419.164062 Penalty: 633.650269
	Iteration 4Q: 3 clusters Score -76419.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -76443.179688 Penalty: 633.650269
	Iteration 5Q: 3 clusters Score -76443.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -76457.007812 Penalty: 633.650269
	Iteration 6Q: 3 clusters Score -76457.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76466.875000 Penalty: 633.650269
	Iteration 7Q: 3 clusters Score -76466.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -76472.460938 Penalty: 633.650269
	Iteration 8Q: 3 clusters Score -76472.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -76477.390625 Penalty: 633.650269
	Iteration 9Q: 3 clusters Score -76477.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -76482.812500 Penalty: 633.650269
	Iteration 10Q: 3 clusters Score -76482.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -76487.750000 Penalty: 633.650269
	Iteration 11Q: 3 clusters Score -76487.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -76491.390625 Penalty: 633.650269
	Iteration 12Q: 3 clusters Score -76491.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -76494.984375 Penalty: 633.650269
	Iteration 13Q: 3 clusters Score -76494.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -76497.359375 Penalty: 633.650269
	Iteration 14Q: 3 clusters Score -76497.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -76499.304688 Penalty: 633.650269
	Iteration 15Q: 3 clusters Score -76499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -76500.414062 Penalty: 633.650269
	Iteration 16Q: 3 clusters Score -76500.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -76501.093750 Penalty: 633.650269
	Iteration 17Q: 3 clusters Score -76501.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -76502.085938 Penalty: 633.650269
	Iteration 18Q: 3 clusters Score -76502.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -76503.109375 Penalty: 633.650269
	Iteration 19Q: 3 clusters Score -76503.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -76503.796875 Penalty: 633.650269
	Iteration 20F: 3 clusters Score -76503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -731338.187500 Penalty: 413.660706
	Iteration 0F: 2 clusters Score -731338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -725594.812500 Penalty: 827.321411
	Iteration 0F: 3 clusters Score -725594.8 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -728059.625000 Penalty: 827.321411
	Iteration 1F: 3 clusters Score -728059.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -728523.750000 Penalty: 827.321411
	Iteration 2F: 3 clusters Score -728523.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -729294.812500 Penalty: 827.321411
	Iteration 3F: 3 clusters Score -729294.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -730104.750000 Penalty: 827.321411
	Iteration 4F: 3 clusters Score -730104.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -730505.875000 Penalty: 827.321411
	Iteration 5F: 3 clusters Score -730505.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -730660.375000 Penalty: 827.321411
	Iteration 6Q: 3 clusters Score -730660.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -730740.812500 Penalty: 827.321411
	Iteration 7Q: 3 clusters Score -730740.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -730777.250000 Penalty: 827.321411
	Iteration 8Q: 3 clusters Score -730777.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -730808.375000 Penalty: 827.321411
	Iteration 9Q: 3 clusters Score -730808.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -730817.812500 Penalty: 827.321411
	Iteration 10Q: 3 clusters Score -730817.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -730846.000000 Penalty: 827.321411
	Iteration 11Q: 3 clusters Score -730846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -730842.000000 Penalty: 827.321411
	Iteration 12Q: 3 clusters Score -730842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -730834.687500 Penalty: 827.321411
	Iteration 13Q: 3 clusters Score -730834.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -730842.687500 Penalty: 827.321411
	Iteration 14Q: 3 clusters Score -730842.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -730859.687500 Penalty: 827.321411
	Iteration 15Q: 3 clusters Score -730859.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -730869.562500 Penalty: 827.321411
	Iteration 16Q: 3 clusters Score -730869.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -730875.250000 Penalty: 827.321411
	Iteration 17Q: 3 clusters Score -730875.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -730879.312500 Penalty: 827.321411
	Iteration 18Q: 3 clusters Score -730879.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -730885.625000 Penalty: 827.321411
	Iteration 19Q: 3 clusters Score -730885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -730884.187500 Penalty: 827.321411
	Iteration 20F: 3 clusters Score -730884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -730880.875000 Penalty: 827.321411
	Iteration 21Q: 3 clusters Score -730880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -730891.312500 Penalty: 827.321411
	Iteration 22Q: 3 clusters Score -730891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -730890.250000 Penalty: 827.321411
	Iteration 23Q: 3 clusters Score -730890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -730883.125000 Penalty: 827.321411
	Iteration 24Q: 3 clusters Score -730883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -730882.687500 Penalty: 827.321411
	Iteration 25Q: 3 clusters Score -730882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -730882.687500 Penalty: 827.321411
	Iteration 26F: 3 clusters Score -730882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -554431.562500 Penalty: 401.968933
	Iteration 0F: 2 clusters Score -554431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -549868.812500 Penalty: 803.937866
	Iteration 0F: 3 clusters Score -549868.8 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -551539.875000 Penalty: 803.937866
	Iteration 1F: 3 clusters Score -551539.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -551640.562500 Penalty: 803.937866
	Iteration 2Q: 3 clusters Score -551640.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -551732.687500 Penalty: 803.937866
	Iteration 3Q: 3 clusters Score -551732.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -551820.687500 Penalty: 803.937866
	Iteration 4Q: 3 clusters Score -551820.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -551921.062500 Penalty: 803.937866
	Iteration 5Q: 3 clusters Score -551921.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -552072.375000 Penalty: 803.937866
	Iteration 6Q: 3 clusters Score -552072.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -552300.812500 Penalty: 803.937866
	Iteration 7F: 3 clusters Score -552300.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -552618.875000 Penalty: 803.937866
	Iteration 8F: 3 clusters Score -552618.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -552994.812500 Penalty: 803.937866
	Iteration 9F: 3 clusters Score -552994.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -553377.875000 Penalty: 803.937866
	Iteration 10F: 3 clusters Score -553377.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -553669.625000 Penalty: 803.937866
	Iteration 11Q: 3 clusters Score -553669.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -553811.687500 Penalty: 803.937866
	Iteration 12Q: 3 clusters Score -553811.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -553909.750000 Penalty: 803.937866
	Iteration 13Q: 3 clusters Score -553909.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -553975.687500 Penalty: 803.937866
	Iteration 14Q: 3 clusters Score -553975.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -554030.250000 Penalty: 803.937866
	Iteration 15Q: 3 clusters Score -554030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -554053.187500 Penalty: 803.937866
	Iteration 16Q: 3 clusters Score -554053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -554063.437500 Penalty: 803.937866
	Iteration 17Q: 3 clusters Score -554063.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -554070.750000 Penalty: 803.937866
	Iteration 18Q: 3 clusters Score -554070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -554076.375000 Penalty: 803.937866
	Iteration 19Q: 3 clusters Score -554076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -554077.437500 Penalty: 803.937866
	Iteration 20F: 3 clusters Score -554077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -554078.687500 Penalty: 803.937866
	Iteration 21Q: 3 clusters Score -554078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -554081.000000 Penalty: 803.937866
	Iteration 22Q: 3 clusters Score -554081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -554081.250000 Penalty: 803.937866
	Iteration 23Q: 3 clusters Score -554081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -554082.125000 Penalty: 803.937866
	Iteration 24Q: 3 clusters Score -554082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -554082.125000 Penalty: 803.937866
	Iteration 25F: 3 clusters Score -554082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (14099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Entering Unmasked Estep 
Score: -1120291.250000 Penalty: 434.700562
	Iteration 0F: 2 clusters Score -1120291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1110827.375000 Penalty: 869.401123
	Iteration 0F: 3 clusters Score -1110827 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1114790.500000 Penalty: 869.401123
	Iteration 1F: 3 clusters Score -1114790 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1115147.750000 Penalty: 869.401123
	Iteration 2F: 3 clusters Score -1115148 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1115663.000000 Penalty: 869.401123
	Iteration 3F: 3 clusters Score -1115663 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1116485.500000 Penalty: 869.401123
	Iteration 4F: 3 clusters Score -1116486 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1117498.125000 Penalty: 869.401123
	Iteration 5F: 3 clusters Score -1117498 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1118331.500000 Penalty: 869.401123
	Iteration 6F: 3 clusters Score -1118332 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1118815.500000 Penalty: 869.401123
	Iteration 7Q: 3 clusters Score -1118816 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1119129.500000 Penalty: 869.401123
	Iteration 8Q: 3 clusters Score -1119130 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1119370.375000 Penalty: 869.401123
	Iteration 9Q: 3 clusters Score -1119370 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1119522.500000 Penalty: 869.401123
	Iteration 10Q: 3 clusters Score -1119522 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1119610.375000 Penalty: 869.401123
	Iteration 11Q: 3 clusters Score -1119610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1119650.000000 Penalty: 869.401123
	Iteration 12Q: 3 clusters Score -1119650 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1119669.625000 Penalty: 869.401123
	Iteration 13Q: 3 clusters Score -1119670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1119678.500000 Penalty: 869.401123
	Iteration 14Q: 3 clusters Score -1119678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1119681.500000 Penalty: 869.401123
	Iteration 15Q: 3 clusters Score -1119682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1119687.125000 Penalty: 869.401123
	Iteration 16Q: 3 clusters Score -1119687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1119687.000000 Penalty: 869.401123
	Iteration 17Q: 3 clusters Score -1119687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1119685.250000 Penalty: 869.401123
	Iteration 18Q: 3 clusters Score -1119685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1119685.875000 Penalty: 869.401123
	Iteration 19Q: 3 clusters Score -1119686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1119688.375000 Penalty: 869.401123
	Iteration 20F: 3 clusters Score -1119688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1119691.875000 Penalty: 869.401123
	Iteration 21Q: 3 clusters Score -1119692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1119690.125000 Penalty: 869.401123
	Iteration 22Q: 3 clusters Score -1119690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1119690.750000 Penalty: 869.401123
	Iteration 23Q: 3 clusters Score -1119691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1119687.875000 Penalty: 869.401123
	Iteration 24Q: 3 clusters Score -1119688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1119689.125000 Penalty: 869.401123
	Iteration 25Q: 3 clusters Score -1119689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1119690.625000 Penalty: 869.401123
	Iteration 26Q: 3 clusters Score -1119691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1119689.875000 Penalty: 869.401123
	Iteration 27Q: 3 clusters Score -1119690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1119689.125000 Penalty: 869.401123
	Iteration 28Q: 3 clusters Score -1119689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1119689.625000 Penalty: 869.401123
	Iteration 29Q: 3 clusters Score -1119690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1119688.000000 Penalty: 869.401123
	Iteration 30Q: 3 clusters Score -1119688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1119687.625000 Penalty: 869.401123
	Iteration 31Q: 3 clusters Score -1119688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1119687.500000 Penalty: 869.401123
	Iteration 32Q: 3 clusters Score -1119688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1119688.625000 Penalty: 869.401123
	Iteration 33Q: 3 clusters Score -1119689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1119686.250000 Penalty: 869.401123
	Iteration 34Q: 3 clusters Score -1119686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1119687.375000 Penalty: 869.401123
	Iteration 35Q: 3 clusters Score -1119687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1119689.250000 Penalty: 869.401123
	Iteration 36Q: 3 clusters Score -1119689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1119688.500000 Penalty: 869.401123
	Iteration 37Q: 3 clusters Score -1119688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1119689.125000 Penalty: 869.401123
	Iteration 38Q: 3 clusters Score -1119689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1119687.375000 Penalty: 869.401123
	Iteration 39Q: 3 clusters Score -1119687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1119689.500000 Penalty: 869.401123
	Iteration 40F: 3 clusters Score -1119690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1119688.875000 Penalty: 869.401123
	Iteration 41Q: 3 clusters Score -1119689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1119690.125000 Penalty: 869.401123
	Iteration 42Q: 3 clusters Score -1119690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1119686.500000 Penalty: 869.401123
	Iteration 43Q: 3 clusters Score -1119686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1119684.875000 Penalty: 869.401123
	Iteration 44Q: 3 clusters Score -1119685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1119685.500000 Penalty: 869.401123
	Iteration 45Q: 3 clusters Score -1119686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1119685.750000 Penalty: 869.401123
	Iteration 46Q: 3 clusters Score -1119686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1119685.000000 Penalty: 869.401123
	Iteration 47Q: 3 clusters Score -1119685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1119686.000000 Penalty: 869.401123
	Iteration 48Q: 3 clusters Score -1119686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1119687.375000 Penalty: 869.401123
	Iteration 49Q: 3 clusters Score -1119687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1119687.500000 Penalty: 869.401123
	Iteration 50Q: 3 clusters Score -1119688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1119688.625000 Penalty: 869.401123
	Iteration 51Q: 3 clusters Score -1119689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1119688.500000 Penalty: 869.401123
	Iteration 52Q: 3 clusters Score -1119688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1119689.250000 Penalty: 869.401123
	Iteration 53Q: 3 clusters Score -1119689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1119690.250000 Penalty: 869.401123
	Iteration 54Q: 3 clusters Score -1119690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1119686.875000 Penalty: 869.401123
	Iteration 55Q: 3 clusters Score -1119687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1119688.250000 Penalty: 869.401123
	Iteration 56Q: 3 clusters Score -1119688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1119687.750000 Penalty: 869.401123
	Iteration 57Q: 3 clusters Score -1119688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1119685.500000 Penalty: 869.401123
	Iteration 58Q: 3 clusters Score -1119686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1119684.625000 Penalty: 869.401123
	Iteration 59Q: 3 clusters Score -1119685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1119683.750000 Penalty: 869.401123
	Iteration 60F: 3 clusters Score -1119684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1119683.375000 Penalty: 869.401123
	Iteration 61Q: 3 clusters Score -1119683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1119684.750000 Penalty: 869.401123
	Iteration 62Q: 3 clusters Score -1119685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1119685.000000 Penalty: 869.401123
	Iteration 63Q: 3 clusters Score -1119685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1119685.500000 Penalty: 869.401123
	Iteration 64Q: 3 clusters Score -1119686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1119687.125000 Penalty: 869.401123
	Iteration 65Q: 3 clusters Score -1119687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1119685.625000 Penalty: 869.401123
	Iteration 66Q: 3 clusters Score -1119686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1119685.375000 Penalty: 869.401123
	Iteration 67Q: 3 clusters Score -1119685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1119685.500000 Penalty: 869.401123
	Iteration 68Q: 3 clusters Score -1119686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1119685.875000 Penalty: 869.401123
	Iteration 69Q: 3 clusters Score -1119686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1119688.875000 Penalty: 869.401123
	Iteration 70Q: 3 clusters Score -1119689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1119686.000000 Penalty: 869.401123
	Iteration 71Q: 3 clusters Score -1119686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1119689.625000 Penalty: 869.401123
	Iteration 72Q: 3 clusters Score -1119690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1119687.000000 Penalty: 869.401123
	Iteration 73Q: 3 clusters Score -1119687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1119686.750000 Penalty: 869.401123
	Iteration 74Q: 3 clusters Score -1119687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1119689.125000 Penalty: 869.401123
	Iteration 75Q: 3 clusters Score -1119689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1119690.375000 Penalty: 869.401123
	Iteration 76Q: 3 clusters Score -1119690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1119694.750000 Penalty: 869.401123
	Iteration 77Q: 3 clusters Score -1119695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1119693.250000 Penalty: 869.401123
	Iteration 78Q: 3 clusters Score -1119693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1119695.125000 Penalty: 869.401123
	Iteration 79Q: 3 clusters Score -1119695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1119697.375000 Penalty: 869.401123
	Iteration 80F: 3 clusters Score -1119697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1119698.125000 Penalty: 869.401123
	Iteration 81Q: 3 clusters Score -1119698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1119700.625000 Penalty: 869.401123
	Iteration 82Q: 3 clusters Score -1119701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1119706.500000 Penalty: 869.401123
	Iteration 83Q: 3 clusters Score -1119706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1119711.375000 Penalty: 869.401123
	Iteration 84Q: 3 clusters Score -1119711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1119722.625000 Penalty: 869.401123
	Iteration 85Q: 3 clusters Score -1119723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1119727.750000 Penalty: 869.401123
	Iteration 86Q: 3 clusters Score -1119728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1119732.375000 Penalty: 869.401123
	Iteration 87Q: 3 clusters Score -1119732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1119736.125000 Penalty: 869.401123
	Iteration 88Q: 3 clusters Score -1119736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1119739.875000 Penalty: 869.401123
	Iteration 89Q: 3 clusters Score -1119740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1119742.875000 Penalty: 869.401123
	Iteration 90Q: 3 clusters Score -1119743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1119746.375000 Penalty: 869.401123
	Iteration 91Q: 3 clusters Score -1119746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1119752.750000 Penalty: 869.401123
	Iteration 92Q: 3 clusters Score -1119753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1119757.000000 Penalty: 869.401123
	Iteration 93Q: 3 clusters Score -1119757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1119762.625000 Penalty: 869.401123
	Iteration 94Q: 3 clusters Score -1119763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1119767.000000 Penalty: 869.401123
	Iteration 95Q: 3 clusters Score -1119767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1119768.000000 Penalty: 869.401123
	Iteration 96Q: 3 clusters Score -1119768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1119767.375000 Penalty: 869.401123
	Iteration 97Q: 3 clusters Score -1119767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1119769.750000 Penalty: 869.401123
	Iteration 98Q: 3 clusters Score -1119770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1119773.625000 Penalty: 869.401123
	Iteration 99Q: 3 clusters Score -1119774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1119780.500000 Penalty: 869.401123
	Iteration 100F: 3 clusters Score -1119780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1119781.250000 Penalty: 869.401123
	Iteration 101Q: 3 clusters Score -1119781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1119789.000000 Penalty: 869.401123
	Iteration 102Q: 3 clusters Score -1119789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1119792.125000 Penalty: 869.401123
	Iteration 103Q: 3 clusters Score -1119792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1119792.500000 Penalty: 869.401123
	Iteration 104Q: 3 clusters Score -1119792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1119796.375000 Penalty: 869.401123
	Iteration 105Q: 3 clusters Score -1119796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1119801.750000 Penalty: 869.401123
	Iteration 106Q: 3 clusters Score -1119802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1119807.875000 Penalty: 869.401123
	Iteration 107Q: 3 clusters Score -1119808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1119810.250000 Penalty: 869.401123
	Iteration 108Q: 3 clusters Score -1119810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1119811.375000 Penalty: 869.401123
	Iteration 109Q: 3 clusters Score -1119811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1119811.250000 Penalty: 869.401123
	Iteration 110Q: 3 clusters Score -1119811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1119809.375000 Penalty: 869.401123
	Iteration 111Q: 3 clusters Score -1119809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1119811.625000 Penalty: 869.401123
	Iteration 112Q: 3 clusters Score -1119812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1119812.375000 Penalty: 869.401123
	Iteration 113Q: 3 clusters Score -1119812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1119812.875000 Penalty: 869.401123
	Iteration 114Q: 3 clusters Score -1119813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1119811.875000 Penalty: 869.401123
	Iteration 115Q: 3 clusters Score -1119812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1119811.000000 Penalty: 869.401123
	Iteration 116Q: 3 clusters Score -1119811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1119813.125000 Penalty: 869.401123
	Iteration 117Q: 3 clusters Score -1119813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1119811.125000 Penalty: 869.401123
	Iteration 118Q: 3 clusters Score -1119811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1119811.125000 Penalty: 869.401123
	Iteration 119Q: 3 clusters Score -1119811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1119810.250000 Penalty: 869.401123
	Iteration 120F: 3 clusters Score -1119810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1119810.625000 Penalty: 869.401123
	Iteration 121Q: 3 clusters Score -1119811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1119811.375000 Penalty: 869.401123
	Iteration 122Q: 3 clusters Score -1119811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1119811.375000 Penalty: 869.401123
	Iteration 123Q: 3 clusters Score -1119811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1119812.125000 Penalty: 869.401123
	Iteration 124Q: 3 clusters Score -1119812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1119810.125000 Penalty: 869.401123
	Iteration 125Q: 3 clusters Score -1119810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1119810.875000 Penalty: 869.401123
	Iteration 126Q: 3 clusters Score -1119811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1119809.125000 Penalty: 869.401123
	Iteration 127Q: 3 clusters Score -1119809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1119806.500000 Penalty: 869.401123
	Iteration 128Q: 3 clusters Score -1119806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1119808.000000 Penalty: 869.401123
	Iteration 129Q: 3 clusters Score -1119808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1119808.750000 Penalty: 869.401123
	Iteration 130Q: 3 clusters Score -1119809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1119808.125000 Penalty: 869.401123
	Iteration 131Q: 3 clusters Score -1119808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1119808.625000 Penalty: 869.401123
	Iteration 132Q: 3 clusters Score -1119809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1119808.750000 Penalty: 869.401123
	Iteration 133Q: 3 clusters Score -1119809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1119808.750000 Penalty: 869.401123
	Iteration 134F: 3 clusters Score -1119809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -10181.314453 Penalty: 245.616409
	Iteration 0F: 2 clusters Score -10181.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9899.862305 Penalty: 491.232819
	Iteration 0F: 3 clusters Score -9899.862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -9969.583984 Penalty: 491.232819
	Iteration 1F: 3 clusters Score -9969.584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9995.483398 Penalty: 491.232819
	Iteration 2F: 3 clusters Score -9995.483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10035.854492 Penalty: 491.232819
	Iteration 3F: 3 clusters Score -10035.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10053.312500 Penalty: 491.232819
	Iteration 4Q: 3 clusters Score -10053.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10063.308594 Penalty: 491.232819
	Iteration 5Q: 3 clusters Score -10063.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10065.281250 Penalty: 491.232819
	Iteration 6Q: 3 clusters Score -10065.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10065.281250 Penalty: 491.232819
	Iteration 7F: 3 clusters Score -10065.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (24471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Entering Unmasked Estep 
Score: -1972252.750000 Penalty: 459.788574
	Iteration 0F: 2 clusters Score -1972253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1957007.500000 Penalty: 919.577148
	Iteration 0F: 3 clusters Score -1957008 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1963740.750000 Penalty: 919.577148
	Iteration 1F: 3 clusters Score -1963741 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1963998.000000 Penalty: 919.577148
	Iteration 2Q: 3 clusters Score -1963998 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1964266.750000 Penalty: 919.577148
	Iteration 3Q: 3 clusters Score -1964267 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1964541.750000 Penalty: 919.577148
	Iteration 4Q: 3 clusters Score -1964542 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1964872.000000 Penalty: 919.577148
	Iteration 5Q: 3 clusters Score -1964872 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1965323.250000 Penalty: 919.577148
	Iteration 6Q: 3 clusters Score -1965323 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1965962.375000 Penalty: 919.577148
	Iteration 7Q: 3 clusters Score -1965962 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1966841.000000 Penalty: 919.577148
	Iteration 8F: 3 clusters Score -1966841 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1967882.750000 Penalty: 919.577148
	Iteration 9F: 3 clusters Score -1967883 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -1968904.375000 Penalty: 919.577148
	Iteration 10F: 3 clusters Score -1968904 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1969834.500000 Penalty: 919.577148
	Iteration 11F: 3 clusters Score -1969834 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1970598.750000 Penalty: 919.577148
	Iteration 12Q: 3 clusters Score -1970599 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -1971167.375000 Penalty: 919.577148
	Iteration 13Q: 3 clusters Score -1971167 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -1971480.875000 Penalty: 919.577148
	Iteration 14Q: 3 clusters Score -1971481 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -1971663.875000 Penalty: 919.577148
	Iteration 15Q: 3 clusters Score -1971664 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -1971776.125000 Penalty: 919.577148
	Iteration 16Q: 3 clusters Score -1971776 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -1971812.000000 Penalty: 919.577148
	Iteration 17Q: 3 clusters Score -1971812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -1971838.625000 Penalty: 919.577148
	Iteration 18Q: 3 clusters Score -1971839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -1971855.750000 Penalty: 919.577148
	Iteration 19Q: 3 clusters Score -1971856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1971882.000000 Penalty: 919.577148
	Iteration 20F: 3 clusters Score -1971882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -1971894.625000 Penalty: 919.577148
	Iteration 21Q: 3 clusters Score -1971895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1971909.625000 Penalty: 919.577148
	Iteration 22Q: 3 clusters Score -1971910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -1971917.875000 Penalty: 919.577148
	Iteration 23Q: 3 clusters Score -1971918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -1971919.500000 Penalty: 919.577148
	Iteration 24Q: 3 clusters Score -1971920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -1971918.375000 Penalty: 919.577148
	Iteration 25Q: 3 clusters Score -1971918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -1971918.000000 Penalty: 919.577148
	Iteration 26Q: 3 clusters Score -1971918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -1971921.625000 Penalty: 919.577148
	Iteration 27Q: 3 clusters Score -1971922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1971920.625000 Penalty: 919.577148
	Iteration 28Q: 3 clusters Score -1971921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1971920.625000 Penalty: 919.577148
	Iteration 29F: 3 clusters Score -1971921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 63 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -13058.185547 Penalty: 242.638702
	Iteration 0F: 2 clusters Score -13058.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12789.323242 Penalty: 485.277405
	Iteration 0F: 3 clusters Score -12789.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12887.486328 Penalty: 485.277405
	Iteration 1F: 3 clusters Score -12887.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12929.583008 Penalty: 485.277405
	Iteration 2F: 3 clusters Score -12929.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12952.202148 Penalty: 485.277405
	Iteration 3Q: 3 clusters Score -12952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12960.171875 Penalty: 485.277405
	Iteration 4Q: 3 clusters Score -12960.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12962.328125 Penalty: 485.277405
	Iteration 5Q: 3 clusters Score -12962.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12972.285156 Penalty: 485.277405
	Iteration 6Q: 3 clusters Score -12972.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12979.293945 Penalty: 485.277405
	Iteration 7Q: 3 clusters Score -12979.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -12982.406250 Penalty: 485.277405
	Iteration 8Q: 3 clusters Score -12982.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -12984.023438 Penalty: 485.277405
	Iteration 9Q: 3 clusters Score -12984.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -12985.885742 Penalty: 485.277405
	Iteration 10Q: 3 clusters Score -12985.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -12987.740234 Penalty: 485.277405
	Iteration 11Q: 3 clusters Score -12987.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -12989.977539 Penalty: 485.277405
	Iteration 12Q: 3 clusters Score -12989.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -12989.977539 Penalty: 485.277405
	Iteration 13F: 3 clusters Score -12989.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 64 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -484022.250000 Penalty: 395.286285
	Iteration 0F: 2 clusters Score -484022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -480066.156250 Penalty: 790.572571
	Iteration 0F: 3 clusters Score -480066.2 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -481620.312500 Penalty: 790.572571
	Iteration 1F: 3 clusters Score -481620.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -481729.312500 Penalty: 790.572571
	Iteration 2Q: 3 clusters Score -481729.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -481867.343750 Penalty: 790.572571
	Iteration 3Q: 3 clusters Score -481867.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -482108.750000 Penalty: 790.572571
	Iteration 4Q: 3 clusters Score -482108.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -482564.312500 Penalty: 790.572571
	Iteration 5F: 3 clusters Score -482564.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -482953.750000 Penalty: 790.572571
	Iteration 6F: 3 clusters Score -482953.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -483203.500000 Penalty: 790.572571
	Iteration 7F: 3 clusters Score -483203.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -483373.843750 Penalty: 790.572571
	Iteration 8Q: 3 clusters Score -483373.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -483481.812500 Penalty: 790.572571
	Iteration 9Q: 3 clusters Score -483481.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -483546.468750 Penalty: 790.572571
	Iteration 10Q: 3 clusters Score -483546.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -483585.875000 Penalty: 790.572571
	Iteration 11Q: 3 clusters Score -483585.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -483611.375000 Penalty: 790.572571
	Iteration 12Q: 3 clusters Score -483611.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -483628.812500 Penalty: 790.572571
	Iteration 13Q: 3 clusters Score -483628.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -483640.406250 Penalty: 790.572571
	Iteration 14Q: 3 clusters Score -483640.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -483647.437500 Penalty: 790.572571
	Iteration 15Q: 3 clusters Score -483647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -483649.781250 Penalty: 790.572571
	Iteration 16Q: 3 clusters Score -483649.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -483653.687500 Penalty: 790.572571
	Iteration 17Q: 3 clusters Score -483653.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -483655.437500 Penalty: 790.572571
	Iteration 18Q: 3 clusters Score -483655.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -483658.718750 Penalty: 790.572571
	Iteration 19Q: 3 clusters Score -483658.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -483662.812500 Penalty: 790.572571
	Iteration 20F: 3 clusters Score -483662.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -483664.656250 Penalty: 790.572571
	Iteration 21Q: 3 clusters Score -483664.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -483666.781250 Penalty: 790.572571
	Iteration 22Q: 3 clusters Score -483666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -483666.218750 Penalty: 790.572571
	Iteration 23Q: 3 clusters Score -483666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -483667.000000 Penalty: 790.572571
	Iteration 24Q: 3 clusters Score -483667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -483670.937500 Penalty: 790.572571
	Iteration 25Q: 3 clusters Score -483670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -483673.781250 Penalty: 790.572571
	Iteration 26Q: 3 clusters Score -483673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -483676.968750 Penalty: 790.572571
	Iteration 27Q: 3 clusters Score -483677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -483679.812500 Penalty: 790.572571
	Iteration 28Q: 3 clusters Score -483679.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -483682.687500 Penalty: 790.572571
	Iteration 29Q: 3 clusters Score -483682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -483685.281250 Penalty: 790.572571
	Iteration 30Q: 3 clusters Score -483685.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -483687.906250 Penalty: 790.572571
	Iteration 31Q: 3 clusters Score -483687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -483691.468750 Penalty: 790.572571
	Iteration 32Q: 3 clusters Score -483691.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -483694.781250 Penalty: 790.572571
	Iteration 33Q: 3 clusters Score -483694.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -483697.843750 Penalty: 790.572571
	Iteration 34Q: 3 clusters Score -483697.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -483702.468750 Penalty: 790.572571
	Iteration 35Q: 3 clusters Score -483702.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -483704.500000 Penalty: 790.572571
	Iteration 36Q: 3 clusters Score -483704.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -483708.187500 Penalty: 790.572571
	Iteration 37Q: 3 clusters Score -483708.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -483710.468750 Penalty: 790.572571
	Iteration 38Q: 3 clusters Score -483710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -483711.468750 Penalty: 790.572571
	Iteration 39Q: 3 clusters Score -483711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -483713.000000 Penalty: 790.572571
	Iteration 40F: 3 clusters Score -483713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -483712.125000 Penalty: 790.572571
	Iteration 41Q: 3 clusters Score -483712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -483712.468750 Penalty: 790.572571
	Iteration 42Q: 3 clusters Score -483712.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -483712.718750 Penalty: 790.572571
	Iteration 43Q: 3 clusters Score -483712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -483712.531250 Penalty: 790.572571
	Iteration 44Q: 3 clusters Score -483712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -483712.531250 Penalty: 790.572571
	Iteration 45F: 3 clusters Score -483712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 65 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -5655.007324 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -5655.007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5381.971191 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -5381.971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5469.799316 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -5469.799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5497.313965 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -5497.314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5513.456055 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -5513.456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5526.103027 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -5526.103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5541.840332 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -5541.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5550.905762 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -5550.906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5550.905762 Penalty: 474.559143
	Iteration 7F: 3 clusters Score -5550.906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 66 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -73360.679688 Penalty: 313.707489
	Iteration 0F: 2 clusters Score -73360.68 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 469 members 
Entering Unmasked Estep 
Score: -72557.398438 Penalty: 627.414978
	Iteration 0F: 3 clusters Score -72557.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -72770.468750 Penalty: 627.414978
	Iteration 1F: 3 clusters Score -72770.47 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72812.328125 Penalty: 627.414978
	Iteration 2F: 3 clusters Score -72812.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72843.250000 Penalty: 627.414978
	Iteration 3F: 3 clusters Score -72843.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72863.414062 Penalty: 627.414978
	Iteration 4Q: 3 clusters Score -72863.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72882.656250 Penalty: 627.414978
	Iteration 5Q: 3 clusters Score -72882.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72903.968750 Penalty: 627.414978
	Iteration 6Q: 3 clusters Score -72903.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72920.617188 Penalty: 627.414978
	Iteration 7Q: 3 clusters Score -72920.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72942.000000 Penalty: 627.414978
	Iteration 8Q: 3 clusters Score -72942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72958.789062 Penalty: 627.414978
	Iteration 9Q: 3 clusters Score -72958.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72988.507812 Penalty: 627.414978
	Iteration 10Q: 3 clusters Score -72988.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73001.726562 Penalty: 627.414978
	Iteration 11Q: 3 clusters Score -73001.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73008.156250 Penalty: 627.414978
	Iteration 12Q: 3 clusters Score -73008.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73013.468750 Penalty: 627.414978
	Iteration 13Q: 3 clusters Score -73013.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73022.890625 Penalty: 627.414978
	Iteration 14Q: 3 clusters Score -73022.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73032.093750 Penalty: 627.414978
	Iteration 15Q: 3 clusters Score -73032.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73038.804688 Penalty: 627.414978
	Iteration 16Q: 3 clusters Score -73038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73043.468750 Penalty: 627.414978
	Iteration 17Q: 3 clusters Score -73043.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73047.914062 Penalty: 627.414978
	Iteration 18Q: 3 clusters Score -73047.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73053.000000 Penalty: 627.414978
	Iteration 19Q: 3 clusters Score -73053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73057.312500 Penalty: 627.414978
	Iteration 20F: 3 clusters Score -73057.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73063.304688 Penalty: 627.414978
	Iteration 21Q: 3 clusters Score -73063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73067.390625 Penalty: 627.414978
	Iteration 22Q: 3 clusters Score -73067.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73068.539062 Penalty: 627.414978
	Iteration 23Q: 3 clusters Score -73068.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73071.039062 Penalty: 627.414978
	Iteration 24Q: 3 clusters Score -73071.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73072.984375 Penalty: 627.414978
	Iteration 25Q: 3 clusters Score -73072.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73073.789062 Penalty: 627.414978
	Iteration 26Q: 3 clusters Score -73073.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73074.750000 Penalty: 627.414978
	Iteration 27Q: 3 clusters Score -73074.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73074.929688 Penalty: 627.414978
	Iteration 28Q: 3 clusters Score -73074.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73074.929688 Penalty: 627.414978
	Iteration 29F: 3 clusters Score -73074.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 67 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -30139.582031 Penalty: 281.938202
	Iteration 0F: 2 clusters Score -30139.58 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 231 members 
Entering Unmasked Estep 
Score: -29692.544922 Penalty: 563.876404
	Iteration 0F: 3 clusters Score -29692.54 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29918.660156 Penalty: 563.876404
	Iteration 1F: 3 clusters Score -29918.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30003.867188 Penalty: 563.876404
	Iteration 2F: 3 clusters Score -30003.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30055.384766 Penalty: 563.876404
	Iteration 3F: 3 clusters Score -30055.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30087.794922 Penalty: 563.876404
	Iteration 4Q: 3 clusters Score -30087.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30093.339844 Penalty: 563.876404
	Iteration 5Q: 3 clusters Score -30093.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30094.710938 Penalty: 563.876404
	Iteration 6Q: 3 clusters Score -30094.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -30094.710938 Penalty: 563.876404
	Iteration 7F: 3 clusters Score -30094.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 68 (40765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Entering Unmasked Estep 
Score: -3290816.250000 Penalty: 483.008881
	Iteration 0F: 2 clusters Score -3290816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3269621.750000 Penalty: 966.017761
	Iteration 0F: 3 clusters Score -3269622 nChanged 19852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3282191.250000 Penalty: 966.017761
	Iteration 1F: 3 clusters Score -3282191 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3284095.500000 Penalty: 966.017761
	Iteration 2F: 3 clusters Score -3284096 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3287196.250000 Penalty: 966.017761
	Iteration 3F: 3 clusters Score -3287196 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3289857.750000 Penalty: 966.017761
	Iteration 4F: 3 clusters Score -3289858 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3290901.500000 Penalty: 966.017761
	Iteration 5F: 3 clusters Score -3290902 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3291345.250000 Penalty: 966.017761
	Iteration 6Q: 3 clusters Score -3291345 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3291689.750000 Penalty: 966.017761
	Iteration 7Q: 3 clusters Score -3291690 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3292095.500000 Penalty: 966.017761
	Iteration 8Q: 3 clusters Score -3292096 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3292501.500000 Penalty: 966.017761
	Iteration 9Q: 3 clusters Score -3292502 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3292951.500000 Penalty: 966.017761
	Iteration 10Q: 3 clusters Score -3292952 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3293430.750000 Penalty: 966.017761
	Iteration 11Q: 3 clusters Score -3293431 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3293784.250000 Penalty: 966.017761
	Iteration 12Q: 3 clusters Score -3293784 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3294027.000000 Penalty: 966.017761
	Iteration 13Q: 3 clusters Score -3294027 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3294168.500000 Penalty: 966.017761
	Iteration 14Q: 3 clusters Score -3294168 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3294222.000000 Penalty: 966.017761
	Iteration 15Q: 3 clusters Score -3294222 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3294189.750000 Penalty: 966.017761
	Iteration 16Q: 3 clusters Score -3294190 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3294170.500000 Penalty: 966.017761
	Iteration 17Q: 3 clusters Score -3294170 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3294106.750000 Penalty: 966.017761
	Iteration 18Q: 3 clusters Score -3294107 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3294046.000000 Penalty: 966.017761
	Iteration 19Q: 3 clusters Score -3294046 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3293975.000000 Penalty: 966.017761
	Iteration 20F: 3 clusters Score -3293975 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3293920.250000 Penalty: 966.017761
	Iteration 21Q: 3 clusters Score -3293920 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3293817.000000 Penalty: 966.017761
	Iteration 22Q: 3 clusters Score -3293817 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3293743.750000 Penalty: 966.017761
	Iteration 23Q: 3 clusters Score -3293744 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3293677.000000 Penalty: 966.017761
	Iteration 24Q: 3 clusters Score -3293677 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3293611.000000 Penalty: 966.017761
	Iteration 25Q: 3 clusters Score -3293611 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3293550.000000 Penalty: 966.017761
	Iteration 26Q: 3 clusters Score -3293550 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3293490.250000 Penalty: 966.017761
	Iteration 27Q: 3 clusters Score -3293490 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3293393.250000 Penalty: 966.017761
	Iteration 28Q: 3 clusters Score -3293393 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3293361.000000 Penalty: 966.017761
	Iteration 29Q: 3 clusters Score -3293361 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -3293312.250000 Penalty: 966.017761
	Iteration 30Q: 3 clusters Score -3293312 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3293270.750000 Penalty: 966.017761
	Iteration 31Q: 3 clusters Score -3293271 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3293199.000000 Penalty: 966.017761
	Iteration 32Q: 3 clusters Score -3293199 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3293133.750000 Penalty: 966.017761
	Iteration 33Q: 3 clusters Score -3293134 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3293104.000000 Penalty: 966.017761
	Iteration 34Q: 3 clusters Score -3293104 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3293141.000000 Penalty: 966.017761
	Iteration 35Q: 3 clusters Score -3293141 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3293115.750000 Penalty: 966.017761
	Iteration 36Q: 3 clusters Score -3293116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3293107.250000 Penalty: 966.017761
	Iteration 37Q: 3 clusters Score -3293107 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3293088.500000 Penalty: 966.017761
	Iteration 38Q: 3 clusters Score -3293088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3293015.500000 Penalty: 966.017761
	Iteration 39Q: 3 clusters Score -3293016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3292911.000000 Penalty: 966.017761
	Iteration 40F: 3 clusters Score -3292911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3292823.500000 Penalty: 966.017761
	Iteration 41Q: 3 clusters Score -3292824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3292728.250000 Penalty: 966.017761
	Iteration 42Q: 3 clusters Score -3292728 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3292578.500000 Penalty: 966.017761
	Iteration 43Q: 3 clusters Score -3292578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3292403.000000 Penalty: 966.017761
	Iteration 44Q: 3 clusters Score -3292403 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3292201.750000 Penalty: 966.017761
	Iteration 45Q: 3 clusters Score -3292202 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3292022.750000 Penalty: 966.017761
	Iteration 46Q: 3 clusters Score -3292023 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3291862.000000 Penalty: 966.017761
	Iteration 47Q: 3 clusters Score -3291862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3291718.250000 Penalty: 966.017761
	Iteration 48Q: 3 clusters Score -3291718 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3291628.750000 Penalty: 966.017761
	Iteration 49Q: 3 clusters Score -3291629 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3291570.500000 Penalty: 966.017761
	Iteration 50Q: 3 clusters Score -3291570 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3291526.250000 Penalty: 966.017761
	Iteration 51Q: 3 clusters Score -3291526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3291472.750000 Penalty: 966.017761
	Iteration 52Q: 3 clusters Score -3291473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3291435.750000 Penalty: 966.017761
	Iteration 53Q: 3 clusters Score -3291436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3291404.500000 Penalty: 966.017761
	Iteration 54Q: 3 clusters Score -3291404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3291380.750000 Penalty: 966.017761
	Iteration 55Q: 3 clusters Score -3291381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3291356.000000 Penalty: 966.017761
	Iteration 56Q: 3 clusters Score -3291356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3291341.000000 Penalty: 966.017761
	Iteration 57Q: 3 clusters Score -3291341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3291320.750000 Penalty: 966.017761
	Iteration 58Q: 3 clusters Score -3291321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3291299.500000 Penalty: 966.017761
	Iteration 59Q: 3 clusters Score -3291300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3291292.250000 Penalty: 966.017761
	Iteration 60F: 3 clusters Score -3291292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3291262.500000 Penalty: 966.017761
	Iteration 61Q: 3 clusters Score -3291262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3291248.250000 Penalty: 966.017761
	Iteration 62Q: 3 clusters Score -3291248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3291242.250000 Penalty: 966.017761
	Iteration 63Q: 3 clusters Score -3291242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3291239.250000 Penalty: 966.017761
	Iteration 64Q: 3 clusters Score -3291239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3291233.500000 Penalty: 966.017761
	Iteration 65Q: 3 clusters Score -3291234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3291233.750000 Penalty: 966.017761
	Iteration 66Q: 3 clusters Score -3291234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3291231.750000 Penalty: 966.017761
	Iteration 67Q: 3 clusters Score -3291232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3291224.750000 Penalty: 966.017761
	Iteration 68Q: 3 clusters Score -3291225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3291220.500000 Penalty: 966.017761
	Iteration 69Q: 3 clusters Score -3291220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3291215.500000 Penalty: 966.017761
	Iteration 70Q: 3 clusters Score -3291216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3291210.000000 Penalty: 966.017761
	Iteration 71Q: 3 clusters Score -3291210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3291200.250000 Penalty: 966.017761
	Iteration 72Q: 3 clusters Score -3291200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3291193.500000 Penalty: 966.017761
	Iteration 73Q: 3 clusters Score -3291194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3291185.750000 Penalty: 966.017761
	Iteration 74Q: 3 clusters Score -3291186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3291167.750000 Penalty: 966.017761
	Iteration 75Q: 3 clusters Score -3291168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3291154.750000 Penalty: 966.017761
	Iteration 76Q: 3 clusters Score -3291155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3291149.750000 Penalty: 966.017761
	Iteration 77Q: 3 clusters Score -3291150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3291144.250000 Penalty: 966.017761
	Iteration 78Q: 3 clusters Score -3291144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3291132.250000 Penalty: 966.017761
	Iteration 79Q: 3 clusters Score -3291132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3291126.750000 Penalty: 966.017761
	Iteration 80F: 3 clusters Score -3291127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3291127.750000 Penalty: 966.017761
	Iteration 81Q: 3 clusters Score -3291128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3291123.500000 Penalty: 966.017761
	Iteration 82Q: 3 clusters Score -3291124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3291119.250000 Penalty: 966.017761
	Iteration 83Q: 3 clusters Score -3291119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3291115.250000 Penalty: 966.017761
	Iteration 84Q: 3 clusters Score -3291115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3291113.500000 Penalty: 966.017761
	Iteration 85Q: 3 clusters Score -3291114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3291110.000000 Penalty: 966.017761
	Iteration 86Q: 3 clusters Score -3291110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3291103.250000 Penalty: 966.017761
	Iteration 87Q: 3 clusters Score -3291103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3291108.500000 Penalty: 966.017761
	Iteration 88Q: 3 clusters Score -3291108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3291107.750000 Penalty: 966.017761
	Iteration 89Q: 3 clusters Score -3291108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3291102.000000 Penalty: 966.017761
	Iteration 90Q: 3 clusters Score -3291102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3291104.500000 Penalty: 966.017761
	Iteration 91Q: 3 clusters Score -3291104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3291099.250000 Penalty: 966.017761
	Iteration 92Q: 3 clusters Score -3291099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3291100.000000 Penalty: 966.017761
	Iteration 93Q: 3 clusters Score -3291100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3291100.000000 Penalty: 966.017761
	Iteration 94F: 3 clusters Score -3291100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains 36738 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 310 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 5659 members 
Mstep: Class 17 contains 23706 members 
Mstep: Class 18 contains 37046 members 
Mstep: Class 19 contains 21753 members 
Mstep: Class 20 contains 108 members 
Mstep: Class 21 contains 8191 members 
Mstep: Class 22 contains 121 members 
Mstep: Class 23 contains 3322 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 10157 members 
Mstep: Class 26 contains 893 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 379 members 
Mstep: Class 29 contains 6702 members 
Mstep: Class 30 contains 6981 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 1681 members 
Mstep: Class 34 contains 45684 members 
Mstep: Class 35 contains 29857 members 
Mstep: Class 36 contains 357 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 4520 members 
Mstep: Class 39 contains 9953 members 
Mstep: Class 40 contains 274 members 
Mstep: Class 41 contains 16604 members 
Mstep: Class 42 contains 377 members 
Mstep: Class 43 contains 2802 members 
Mstep: Class 44 contains 1602 members 
Mstep: Class 45 contains 6608 members 
Mstep: Class 46 contains 525 members 
Mstep: Class 47 contains 365 members 
Mstep: Class 48 contains 3288 members 
Mstep: Class 49 contains 265 members 
Mstep: Class 50 contains 11399 members 
Mstep: Class 51 contains 932 members 
Mstep: Class 52 contains 19184 members 
Mstep: Class 53 contains 233 members 
Mstep: Class 54 contains 195 members 
Mstep: Class 55 contains 243 members 
Mstep: Class 56 contains 104 members 
Mstep: Class 57 contains 1057 members 
Mstep: Class 58 contains 8879 members 
Mstep: Class 59 contains 6867 members 
Mstep: Class 60 contains 14099 members 
Mstep: Class 61 contains 221 members 
Mstep: Class 62 contains 24471 members 
Mstep: Class 63 contains 207 members 
Mstep: Class 64 contains 5929 members 
Mstep: Class 65 contains 184 members 
Mstep: Class 66 contains 987 members 
Mstep: Class 67 contains 491 members 
Mstep: Class 68 contains 38988 members 
Mstep: Class 69 contains 147 members 
Mstep: Class 70 contains 18869 members 
Mstep: Class 71 contains 1593 members 
Mstep: Class 72 contains 31507 members 
Mstep: Class 73 contains 3376 members 
Mstep: Class 74 contains 7661 members 
Mstep: Class 75 contains 10509 members 
Mstep: Class 76 contains 9625 members 
Mstep: Class 77 contains 1777 members 
Entering Unmasked Estep 
Score: -42171536.000000 Penalty: 46349.105469
Splitting cluster 68 changes total score from -42171860.000000 to -42171536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 69 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -9624.375000 Penalty: 227.064697
	Iteration 0F: 2 clusters Score -9624.375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9416.977539 Penalty: 454.129395
	Iteration 0F: 3 clusters Score -9416.978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -9511.394531 Penalty: 454.129395
	Iteration 1F: 3 clusters Score -9511.395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9547.302734 Penalty: 454.129395
	Iteration 2F: 3 clusters Score -9547.303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9553.029297 Penalty: 454.129395
	Iteration 3Q: 3 clusters Score -9553.029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9553.029297 Penalty: 454.129395
	Iteration 4F: 3 clusters Score -9553.029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 70 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -1532653.125000 Penalty: 447.960052
	Iteration 0F: 2 clusters Score -1532653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1520175.375000 Penalty: 895.920105
	Iteration 0F: 3 clusters Score -1520175 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1525554.750000 Penalty: 895.920105
	Iteration 1F: 3 clusters Score -1525555 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1526061.875000 Penalty: 895.920105
	Iteration 2F: 3 clusters Score -1526062 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1526797.625000 Penalty: 895.920105
	Iteration 3F: 3 clusters Score -1526798 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1528045.875000 Penalty: 895.920105
	Iteration 4F: 3 clusters Score -1528046 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1529589.000000 Penalty: 895.920105
	Iteration 5F: 3 clusters Score -1529589 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1530612.750000 Penalty: 895.920105
	Iteration 6F: 3 clusters Score -1530613 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1531274.625000 Penalty: 895.920105
	Iteration 7Q: 3 clusters Score -1531275 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1531763.750000 Penalty: 895.920105
	Iteration 8Q: 3 clusters Score -1531764 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1532079.250000 Penalty: 895.920105
	Iteration 9Q: 3 clusters Score -1532079 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1532226.250000 Penalty: 895.920105
	Iteration 10Q: 3 clusters Score -1532226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1532296.250000 Penalty: 895.920105
	Iteration 11Q: 3 clusters Score -1532296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1532330.625000 Penalty: 895.920105
	Iteration 12Q: 3 clusters Score -1532331 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1532348.875000 Penalty: 895.920105
	Iteration 13Q: 3 clusters Score -1532349 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1532356.500000 Penalty: 895.920105
	Iteration 14Q: 3 clusters Score -1532356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1532357.625000 Penalty: 895.920105
	Iteration 15Q: 3 clusters Score -1532358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1532358.375000 Penalty: 895.920105
	Iteration 16Q: 3 clusters Score -1532358 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1532351.875000 Penalty: 895.920105
	Iteration 17Q: 3 clusters Score -1532352 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1532341.500000 Penalty: 895.920105
	Iteration 18Q: 3 clusters Score -1532342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1532358.250000 Penalty: 895.920105
	Iteration 19Q: 3 clusters Score -1532358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1532354.750000 Penalty: 895.920105
	Iteration 20F: 3 clusters Score -1532355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1532361.375000 Penalty: 895.920105
	Iteration 21Q: 3 clusters Score -1532361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1532357.125000 Penalty: 895.920105
	Iteration 22Q: 3 clusters Score -1532357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1532358.375000 Penalty: 895.920105
	Iteration 23Q: 3 clusters Score -1532358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1532356.000000 Penalty: 895.920105
	Iteration 24Q: 3 clusters Score -1532356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1532349.375000 Penalty: 895.920105
	Iteration 25Q: 3 clusters Score -1532349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1532350.875000 Penalty: 895.920105
	Iteration 26Q: 3 clusters Score -1532351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1532358.125000 Penalty: 895.920105
	Iteration 27Q: 3 clusters Score -1532358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1532356.125000 Penalty: 895.920105
	Iteration 28Q: 3 clusters Score -1532356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1532354.125000 Penalty: 895.920105
	Iteration 29Q: 3 clusters Score -1532354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1532352.750000 Penalty: 895.920105
	Iteration 30Q: 3 clusters Score -1532353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1532349.750000 Penalty: 895.920105
	Iteration 31Q: 3 clusters Score -1532350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1532344.500000 Penalty: 895.920105
	Iteration 32Q: 3 clusters Score -1532344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1532341.250000 Penalty: 895.920105
	Iteration 33Q: 3 clusters Score -1532341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1532340.625000 Penalty: 895.920105
	Iteration 34Q: 3 clusters Score -1532341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1532340.750000 Penalty: 895.920105
	Iteration 35Q: 3 clusters Score -1532341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1532335.500000 Penalty: 895.920105
	Iteration 36Q: 3 clusters Score -1532336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1532332.125000 Penalty: 895.920105
	Iteration 37Q: 3 clusters Score -1532332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1532335.125000 Penalty: 895.920105
	Iteration 38Q: 3 clusters Score -1532335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1532332.125000 Penalty: 895.920105
	Iteration 39Q: 3 clusters Score -1532332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1532331.500000 Penalty: 895.920105
	Iteration 40F: 3 clusters Score -1532332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1532334.125000 Penalty: 895.920105
	Iteration 41Q: 3 clusters Score -1532334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1532333.875000 Penalty: 895.920105
	Iteration 42Q: 3 clusters Score -1532334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1532340.875000 Penalty: 895.920105
	Iteration 43Q: 3 clusters Score -1532341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1532338.500000 Penalty: 895.920105
	Iteration 44Q: 3 clusters Score -1532338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1532334.375000 Penalty: 895.920105
	Iteration 45Q: 3 clusters Score -1532334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1532336.500000 Penalty: 895.920105
	Iteration 46Q: 3 clusters Score -1532336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1532337.125000 Penalty: 895.920105
	Iteration 47Q: 3 clusters Score -1532337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1532337.500000 Penalty: 895.920105
	Iteration 48Q: 3 clusters Score -1532338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1532334.375000 Penalty: 895.920105
	Iteration 49Q: 3 clusters Score -1532334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1532338.875000 Penalty: 895.920105
	Iteration 50Q: 3 clusters Score -1532339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1532332.625000 Penalty: 895.920105
	Iteration 51Q: 3 clusters Score -1532333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1532335.500000 Penalty: 895.920105
	Iteration 52Q: 3 clusters Score -1532336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1532337.000000 Penalty: 895.920105
	Iteration 53Q: 3 clusters Score -1532337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1532338.375000 Penalty: 895.920105
	Iteration 54Q: 3 clusters Score -1532338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1532336.750000 Penalty: 895.920105
	Iteration 55Q: 3 clusters Score -1532337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1532338.125000 Penalty: 895.920105
	Iteration 56Q: 3 clusters Score -1532338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1532337.750000 Penalty: 895.920105
	Iteration 57Q: 3 clusters Score -1532338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1532337.125000 Penalty: 895.920105
	Iteration 58Q: 3 clusters Score -1532337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1532338.125000 Penalty: 895.920105
	Iteration 59Q: 3 clusters Score -1532338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1532338.625000 Penalty: 895.920105
	Iteration 60F: 3 clusters Score -1532339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1532339.250000 Penalty: 895.920105
	Iteration 61Q: 3 clusters Score -1532339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1532339.500000 Penalty: 895.920105
	Iteration 62Q: 3 clusters Score -1532340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1532338.000000 Penalty: 895.920105
	Iteration 63Q: 3 clusters Score -1532338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1532339.875000 Penalty: 895.920105
	Iteration 64Q: 3 clusters Score -1532340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1532341.500000 Penalty: 895.920105
	Iteration 65Q: 3 clusters Score -1532342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1532340.250000 Penalty: 895.920105
	Iteration 66Q: 3 clusters Score -1532340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1532335.875000 Penalty: 895.920105
	Iteration 67Q: 3 clusters Score -1532336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1532332.375000 Penalty: 895.920105
	Iteration 68Q: 3 clusters Score -1532332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1532331.875000 Penalty: 895.920105
	Iteration 69Q: 3 clusters Score -1532332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1532330.000000 Penalty: 895.920105
	Iteration 70Q: 3 clusters Score -1532330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1532332.750000 Penalty: 895.920105
	Iteration 71Q: 3 clusters Score -1532333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1532334.500000 Penalty: 895.920105
	Iteration 72Q: 3 clusters Score -1532334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1532332.125000 Penalty: 895.920105
	Iteration 73Q: 3 clusters Score -1532332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1532331.375000 Penalty: 895.920105
	Iteration 74Q: 3 clusters Score -1532331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1532331.500000 Penalty: 895.920105
	Iteration 75Q: 3 clusters Score -1532332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1532332.875000 Penalty: 895.920105
	Iteration 76Q: 3 clusters Score -1532333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1532330.875000 Penalty: 895.920105
	Iteration 77Q: 3 clusters Score -1532331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1532334.000000 Penalty: 895.920105
	Iteration 78Q: 3 clusters Score -1532334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1532332.875000 Penalty: 895.920105
	Iteration 79Q: 3 clusters Score -1532333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1532330.000000 Penalty: 895.920105
	Iteration 80F: 3 clusters Score -1532330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1532331.500000 Penalty: 895.920105
	Iteration 81Q: 3 clusters Score -1532332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1532332.625000 Penalty: 895.920105
	Iteration 82Q: 3 clusters Score -1532333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1532331.000000 Penalty: 895.920105
	Iteration 83Q: 3 clusters Score -1532331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1532327.500000 Penalty: 895.920105
	Iteration 84Q: 3 clusters Score -1532328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1532324.875000 Penalty: 895.920105
	Iteration 85Q: 3 clusters Score -1532325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1532325.250000 Penalty: 895.920105
	Iteration 86Q: 3 clusters Score -1532325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1532323.875000 Penalty: 895.920105
	Iteration 87Q: 3 clusters Score -1532324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1532323.750000 Penalty: 895.920105
	Iteration 88Q: 3 clusters Score -1532324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1532325.000000 Penalty: 895.920105
	Iteration 89Q: 3 clusters Score -1532325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1532325.000000 Penalty: 895.920105
	Iteration 90F: 3 clusters Score -1532325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 71 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -126434.703125 Penalty: 335.488525
	Iteration 0F: 2 clusters Score -126434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -125238.867188 Penalty: 670.977051
	Iteration 0F: 3 clusters Score -125238.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -125629.234375 Penalty: 670.977051
	Iteration 1F: 3 clusters Score -125629.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -125699.390625 Penalty: 670.977051
	Iteration 2F: 3 clusters Score -125699.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -125751.523438 Penalty: 670.977051
	Iteration 3F: 3 clusters Score -125751.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -125790.664062 Penalty: 670.977051
	Iteration 4Q: 3 clusters Score -125790.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125829.335938 Penalty: 670.977051
	Iteration 5Q: 3 clusters Score -125829.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -125866.890625 Penalty: 670.977051
	Iteration 6Q: 3 clusters Score -125866.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -125900.000000 Penalty: 670.977051
	Iteration 7Q: 3 clusters Score -125900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -125922.609375 Penalty: 670.977051
	Iteration 8Q: 3 clusters Score -125922.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -125942.687500 Penalty: 670.977051
	Iteration 9Q: 3 clusters Score -125942.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -125952.843750 Penalty: 670.977051
	Iteration 10Q: 3 clusters Score -125952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -125964.359375 Penalty: 670.977051
	Iteration 11Q: 3 clusters Score -125964.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -125971.773438 Penalty: 670.977051
	Iteration 12Q: 3 clusters Score -125971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -125973.890625 Penalty: 670.977051
	Iteration 13Q: 3 clusters Score -125973.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -125976.132812 Penalty: 670.977051
	Iteration 14Q: 3 clusters Score -125976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -125977.539062 Penalty: 670.977051
	Iteration 15Q: 3 clusters Score -125977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -125978.546875 Penalty: 670.977051
	Iteration 16Q: 3 clusters Score -125978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -125979.273438 Penalty: 670.977051
	Iteration 17Q: 3 clusters Score -125979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -125980.257812 Penalty: 670.977051
	Iteration 18Q: 3 clusters Score -125980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -125981.679688 Penalty: 670.977051
	Iteration 19Q: 3 clusters Score -125981.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -125985.281250 Penalty: 670.977051
	Iteration 20F: 3 clusters Score -125985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -125989.843750 Penalty: 670.977051
	Iteration 21Q: 3 clusters Score -125989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -125991.875000 Penalty: 670.977051
	Iteration 22Q: 3 clusters Score -125991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125994.296875 Penalty: 670.977051
	Iteration 23Q: 3 clusters Score -125994.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -125996.921875 Penalty: 670.977051
	Iteration 24Q: 3 clusters Score -125996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125999.726562 Penalty: 670.977051
	Iteration 25Q: 3 clusters Score -125999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -126002.812500 Penalty: 670.977051
	Iteration 26Q: 3 clusters Score -126002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -126004.929688 Penalty: 670.977051
	Iteration 27Q: 3 clusters Score -126004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -126007.820312 Penalty: 670.977051
	Iteration 28Q: 3 clusters Score -126007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -126011.007812 Penalty: 670.977051
	Iteration 29Q: 3 clusters Score -126011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -126012.656250 Penalty: 670.977051
	Iteration 30Q: 3 clusters Score -126012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -126014.046875 Penalty: 670.977051
	Iteration 31Q: 3 clusters Score -126014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126014.210938 Penalty: 670.977051
	Iteration 32Q: 3 clusters Score -126014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -126014.210938 Penalty: 670.977051
	Iteration 33F: 3 clusters Score -126014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 72 (31507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Entering Unmasked Estep 
Score: -2552123.250000 Penalty: 471.287415
	Iteration 0F: 2 clusters Score -2552123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2533448.750000 Penalty: 942.574829
	Iteration 0F: 3 clusters Score -2533449 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2542855.250000 Penalty: 942.574829
	Iteration 1F: 3 clusters Score -2542855 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2544819.250000 Penalty: 942.574829
	Iteration 2F: 3 clusters Score -2544819 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2548387.500000 Penalty: 942.574829
	Iteration 3F: 3 clusters Score -2548388 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2551514.250000 Penalty: 942.574829
	Iteration 4F: 3 clusters Score -2551514 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2552707.750000 Penalty: 942.574829
	Iteration 5F: 3 clusters Score -2552708 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2553244.250000 Penalty: 942.574829
	Iteration 6Q: 3 clusters Score -2553244 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2553556.250000 Penalty: 942.574829
	Iteration 7Q: 3 clusters Score -2553556 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2553746.250000 Penalty: 942.574829
	Iteration 8Q: 3 clusters Score -2553746 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2553825.500000 Penalty: 942.574829
	Iteration 9Q: 3 clusters Score -2553826 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2553853.000000 Penalty: 942.574829
	Iteration 10Q: 3 clusters Score -2553853 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2553867.750000 Penalty: 942.574829
	Iteration 11Q: 3 clusters Score -2553868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2553880.000000 Penalty: 942.574829
	Iteration 12Q: 3 clusters Score -2553880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2553881.500000 Penalty: 942.574829
	Iteration 13Q: 3 clusters Score -2553882 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2553897.250000 Penalty: 942.574829
	Iteration 14Q: 3 clusters Score -2553897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2553907.750000 Penalty: 942.574829
	Iteration 15Q: 3 clusters Score -2553908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2553931.750000 Penalty: 942.574829
	Iteration 16Q: 3 clusters Score -2553932 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2553936.000000 Penalty: 942.574829
	Iteration 17Q: 3 clusters Score -2553936 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2553953.750000 Penalty: 942.574829
	Iteration 18Q: 3 clusters Score -2553954 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2553964.000000 Penalty: 942.574829
	Iteration 19Q: 3 clusters Score -2553964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2553963.000000 Penalty: 942.574829
	Iteration 20F: 3 clusters Score -2553963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2553972.250000 Penalty: 942.574829
	Iteration 21Q: 3 clusters Score -2553972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2553975.250000 Penalty: 942.574829
	Iteration 22Q: 3 clusters Score -2553975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2553987.750000 Penalty: 942.574829
	Iteration 23Q: 3 clusters Score -2553988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2553978.000000 Penalty: 942.574829
	Iteration 24Q: 3 clusters Score -2553978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2553980.750000 Penalty: 942.574829
	Iteration 25Q: 3 clusters Score -2553981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2553972.500000 Penalty: 942.574829
	Iteration 26Q: 3 clusters Score -2553972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2553971.500000 Penalty: 942.574829
	Iteration 27Q: 3 clusters Score -2553972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2553976.500000 Penalty: 942.574829
	Iteration 28Q: 3 clusters Score -2553976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2553980.750000 Penalty: 942.574829
	Iteration 29Q: 3 clusters Score -2553981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2553998.500000 Penalty: 942.574829
	Iteration 30Q: 3 clusters Score -2553998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2553982.750000 Penalty: 942.574829
	Iteration 31Q: 3 clusters Score -2553983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2553978.750000 Penalty: 942.574829
	Iteration 32Q: 3 clusters Score -2553979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2553973.250000 Penalty: 942.574829
	Iteration 33Q: 3 clusters Score -2553973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2553967.500000 Penalty: 942.574829
	Iteration 34Q: 3 clusters Score -2553968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2553983.500000 Penalty: 942.574829
	Iteration 35Q: 3 clusters Score -2553984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2553990.250000 Penalty: 942.574829
	Iteration 36Q: 3 clusters Score -2553990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2553984.750000 Penalty: 942.574829
	Iteration 37Q: 3 clusters Score -2553985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2553993.750000 Penalty: 942.574829
	Iteration 38Q: 3 clusters Score -2553994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2554003.000000 Penalty: 942.574829
	Iteration 39Q: 3 clusters Score -2554003 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2553999.750000 Penalty: 942.574829
	Iteration 40F: 3 clusters Score -2554000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2554000.750000 Penalty: 942.574829
	Iteration 41Q: 3 clusters Score -2554001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2553992.500000 Penalty: 942.574829
	Iteration 42Q: 3 clusters Score -2553992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2553991.250000 Penalty: 942.574829
	Iteration 43Q: 3 clusters Score -2553991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2553993.250000 Penalty: 942.574829
	Iteration 44Q: 3 clusters Score -2553993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2553996.250000 Penalty: 942.574829
	Iteration 45Q: 3 clusters Score -2553996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2554001.500000 Penalty: 942.574829
	Iteration 46Q: 3 clusters Score -2554002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2553996.000000 Penalty: 942.574829
	Iteration 47Q: 3 clusters Score -2553996 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2553994.500000 Penalty: 942.574829
	Iteration 48Q: 3 clusters Score -2553994 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2553983.500000 Penalty: 942.574829
	Iteration 49Q: 3 clusters Score -2553984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2553982.500000 Penalty: 942.574829
	Iteration 50Q: 3 clusters Score -2553982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2553959.000000 Penalty: 942.574829
	Iteration 51Q: 3 clusters Score -2553959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2553950.750000 Penalty: 942.574829
	Iteration 52Q: 3 clusters Score -2553951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2553965.500000 Penalty: 942.574829
	Iteration 53Q: 3 clusters Score -2553966 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2553967.250000 Penalty: 942.574829
	Iteration 54Q: 3 clusters Score -2553967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2553965.750000 Penalty: 942.574829
	Iteration 55Q: 3 clusters Score -2553966 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2553976.250000 Penalty: 942.574829
	Iteration 56Q: 3 clusters Score -2553976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2553963.500000 Penalty: 942.574829
	Iteration 57Q: 3 clusters Score -2553964 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2553956.750000 Penalty: 942.574829
	Iteration 58Q: 3 clusters Score -2553957 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2553962.000000 Penalty: 942.574829
	Iteration 59Q: 3 clusters Score -2553962 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2553927.750000 Penalty: 942.574829
	Iteration 60F: 3 clusters Score -2553928 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2553909.000000 Penalty: 942.574829
	Iteration 61Q: 3 clusters Score -2553909 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2553936.750000 Penalty: 942.574829
	Iteration 62Q: 3 clusters Score -2553937 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2553947.750000 Penalty: 942.574829
	Iteration 63Q: 3 clusters Score -2553948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2553955.000000 Penalty: 942.574829
	Iteration 64Q: 3 clusters Score -2553955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2553973.750000 Penalty: 942.574829
	Iteration 65Q: 3 clusters Score -2553974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2553952.250000 Penalty: 942.574829
	Iteration 66Q: 3 clusters Score -2553952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2553956.000000 Penalty: 942.574829
	Iteration 67Q: 3 clusters Score -2553956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2553966.750000 Penalty: 942.574829
	Iteration 68Q: 3 clusters Score -2553967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2553964.500000 Penalty: 942.574829
	Iteration 69Q: 3 clusters Score -2553964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2553964.000000 Penalty: 942.574829
	Iteration 70Q: 3 clusters Score -2553964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2553961.500000 Penalty: 942.574829
	Iteration 71Q: 3 clusters Score -2553962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2553964.500000 Penalty: 942.574829
	Iteration 72Q: 3 clusters Score -2553964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2553959.250000 Penalty: 942.574829
	Iteration 73Q: 3 clusters Score -2553959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2553962.250000 Penalty: 942.574829
	Iteration 74Q: 3 clusters Score -2553962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2553963.000000 Penalty: 942.574829
	Iteration 75Q: 3 clusters Score -2553963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2553960.500000 Penalty: 942.574829
	Iteration 76Q: 3 clusters Score -2553960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2553964.500000 Penalty: 942.574829
	Iteration 77Q: 3 clusters Score -2553964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2553963.250000 Penalty: 942.574829
	Iteration 78Q: 3 clusters Score -2553963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2553953.250000 Penalty: 942.574829
	Iteration 79Q: 3 clusters Score -2553953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2553954.500000 Penalty: 942.574829
	Iteration 80F: 3 clusters Score -2553954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2553953.750000 Penalty: 942.574829
	Iteration 81Q: 3 clusters Score -2553954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2553953.000000 Penalty: 942.574829
	Iteration 82Q: 3 clusters Score -2553953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2553953.250000 Penalty: 942.574829
	Iteration 83Q: 3 clusters Score -2553953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2553953.250000 Penalty: 942.574829
	Iteration 84F: 3 clusters Score -2553953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 1020 members 
Mstep: Class 4 contains 12910 members 
Mstep: Class 5 contains 261 members 
Mstep: Class 6 contains 12658 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 154 members 
Mstep: Class 9 contains